From b0c0bd41ee3efe53a3fc9b325bd11885644afc15 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 14 Jun 2016 21:51:04 -0300
Subject: [PATCH 01/87] Removed deprecated code from PipelineManager

---
 .../PipelineManager.cpp                       | 766 +++++-------------
 1 file changed, 197 insertions(+), 569 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 3f652e4..80d6704 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -52,47 +52,6 @@ void mapprint(map<int, PipelineComponentBase*> mapp) {
 		cout << i->first << ":" << i->second->getName() << endl;
 }
 
-void listprint(list<ArgumentBase*> listt) {
-	for (list<ArgumentBase*>::iterator i=listt.begin(); i!=listt.end(); i++)
-		cout << (*i)->getName() << endl;
-}
-
-void listprint(list<int> listt) {
-	for (list<int>::iterator i=listt.begin(); i!=listt.end(); i++)
-		cout << (*i) << endl;
-}
-
-// BUG??? g++4.9 bad???
-//
-list<int>::iterator beg(list<int> l) {return l.begin();}
-list<int>::iterator endd(list<int> l) {return l.end();}
-list<int>::iterator inc(list<int>::iterator &i) {return i++;}
-//
-// for (map<int, PipelineComponentBase*>::iterator it = base_stages.begin(); it != base_stages.end(); ++it) {
-// 	cout << "stage: " << it->second->getName() << endl;
-// 	for (list<int>::iterator i = it->second->getOutputs().begin(); i != (it->second->getOutputs().end()); ++i) {
-// 		list<int> l = it->second->getOutputs();
-// 		// works
-// 		listprint(l);
-// 		// also works
-// 		listprint(it->second->getOutputs());
-// 		// this works too
-// 		for (list<int>::iterator i=l.begin(); i!=l.end(); i++)
-// 			cout << (*i) << endl;
-// 		// not this
-// 		for (list<int>::iterator i=it->second->getOutputs().begin(); i!=it->second->getOutputs().end(); i++)
-// 			cout << (*i) << endl;
-// 		// nor this
-// 		for (list<int>::iterator i=beg(it->second->getOutputs()); i!=endd(it->second->getOutputs()); inc(i))
-// 			cout << (*i) << endl;
-// 		// this also works
-// 		for (int i:it->second->getOutputs())
-// 			cout << i << endl;
-// 	}
-// }
-
-
-
 // Workflow parsing functions
 void get_inputs_from_file(FILE* workflow_descriptor, map<int, ArgumentBase*> &workflow_inputs, 
 	map<int, list<ArgumentBase*>> &parameters_values);
@@ -102,16 +61,9 @@ void get_stages_from_file(FILE* workflow_descriptor, map<int, PipelineComponentB
 void connect_stages_from_file(FILE* workflow_descriptor, map<int, PipelineComponentBase*> &base_stages, 
 	map<int, ArgumentBase*> &interstage_arguments, map<int, ArgumentBase*> &input_arguments,
 	map<int, list<int>> &deps);
-list<map<int, ArgumentBase*>> expand_parameters_combinations(map<int, list<ArgumentBase*>> parameters_values, 
-	map<int, ArgumentBase*> workflow_inputs);
-void expand_arguments(map<int, ArgumentBase*> &ref_arguments, int copies, 
-	list<map<int, ArgumentBase*>> &copy_arguments);
-void expand_stages(map<int, PipelineComponentBase*> &base_stages, int copies, 
-	list<map<int, PipelineComponentBase*>> &all_stages);
-void iterative_full_merging(list<map<int, ArgumentBase*>> &all_inputs, list<map<int, ArgumentBase*>> &all_outputs, 
-	list<map<int, PipelineComponentBase*>> &all_stages, list<map<int, ArgumentBase*>> &all_interstage_arguments, 
-	map<int, ArgumentBase*> &interstage_arguments_ref, map<int, ArgumentBase*> &merged_arguments, 
-	map<int, ArgumentBase*> &merged_outputs, map<int, PipelineComponentBase*> &merged_stages);
+void expand_stages(const map<int, ArgumentBase*> &args, map<int, list<ArgumentBase*>> args_values, 
+	map<int, ArgumentBase*> &expanded_args,map<int, PipelineComponentBase*> stages,
+	map<int, PipelineComponentBase*> &expanded_stages);
 void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, map<int, ArgumentBase*> &merged_arguments, 
 	map<int, list<int>> &deps, RegionTemplateCollection *rts);
 
@@ -126,17 +78,6 @@ PipelineComponentBase* find_stage(map<int, PipelineComponentBase*> stages, strin
 ArgumentBase* find_argument(map<int, ArgumentBase*> arguments, string name);
 ArgumentBase* new_typed_arg_base(string type);
 parsing::port_type_t get_port_type(string s);
-map<int, ArgumentBase*> cpy_ab_map(map<int, ArgumentBase*> &ref);
-template <class T>
-T map_pop(map<int, T> &m);
-int find_id_by_name(string name, map<int, ArgumentBase*> &ref);
-
-
-void expand_stages(const map<int, ArgumentBase*> &args, 
-	map<int, list<ArgumentBase*>> args_values, 
-	map<int, ArgumentBase*> &expanded_args,
-	map<int, PipelineComponentBase*> stages,
-	map<int, PipelineComponentBase*> &expanded_stages);
 
 int main(int argc, char* argv[]) {
 
@@ -159,23 +100,23 @@ int main(int argc, char* argv[]) {
 	map<int, list<ArgumentBase*>> parameters_values;
 	get_inputs_from_file(workflow_descriptor, workflow_inputs, parameters_values);
 
-	cout << "workflow_inputs:" << endl;
-	for (pair<int, ArgumentBase*> p : workflow_inputs)
-		cout << p.first << ":" << p.second->getName() << endl;
+	// cout << "workflow_inputs:" << endl;
+	// for (pair<int, ArgumentBase*> p : workflow_inputs)
+	// 	cout << p.first << ":" << p.second->getName() << endl;
 
-	cout << endl << "parameters_values:" << endl;
-	for (pair<int, list<ArgumentBase*>> p : parameters_values) {
-		cout << "argument " << p.first << ":" << workflow_inputs[p.first]->getName() << ":" << endl;
-		for (ArgumentBase* a : p.second)
-			cout << "\t" << a->toString() << endl;
-	}
+	// cout << endl << "parameters_values:" << endl;
+	// for (pair<int, list<ArgumentBase*>> p : parameters_values) {
+	// 	cout << "argument " << p.first << ":" << workflow_inputs[p.first]->getName() << ":" << endl;
+	// 	for (ArgumentBase* a : p.second)
+	// 		cout << "\t" << a->toString() << endl;
+	// }
 
 	// get all workflow outputs
 	map<int, ArgumentBase*> workflow_outputs;
 	get_outputs_from_file(workflow_descriptor, workflow_outputs);
-	cout << endl << "workflow_outputs " << endl;
-	for (pair<int, ArgumentBase*> p : workflow_outputs)
-		cout << p.first << ":" << p.second->getName() << endl;
+	// cout << endl << "workflow_outputs " << endl;
+	// for (pair<int, ArgumentBase*> p : workflow_outputs)
+	// 	cout << p.first << ":" << p.second->getName() << endl;
 
 	// get all stages, also setting the uid from this context to Task (i.e Task::setId())
 	// also returns the list of arguments used
@@ -183,16 +124,16 @@ int main(int argc, char* argv[]) {
 	map<int, PipelineComponentBase*> base_stages;
 	map<int, ArgumentBase*> interstage_arguments;
 	get_stages_from_file(workflow_descriptor, base_stages, interstage_arguments);
-	cout << endl << "base_stages:" << endl;
-	for (pair<int, PipelineComponentBase*> p : base_stages) {
-		cout << p.first << ":" << p.second->getName() << ", outputs: " << p.second->getOutputs().size() << endl << endl;
-		for (int i : p.second->getOutputs())
-			cout << "\t" << i << ":" << interstage_arguments[i]->getName() << endl;
-	}
+	// cout << endl << "base_stages:" << endl;
+	// for (pair<int, PipelineComponentBase*> p : base_stages) {
+	// 	cout << p.first << ":" << p.second->getName() << ", outputs: " << p.second->getOutputs().size() << endl << endl;
+	// 	for (int i : p.second->getOutputs())
+	// 		cout << "\t" << i << ":" << interstage_arguments[i]->getName() << endl;
+	// }
 
-	cout << endl << "interstage_arguments:" << endl;
-	for (pair<int, ArgumentBase*> p : interstage_arguments)
-		cout << p.first << ":" << p.second->getName() << endl;
+	// cout << endl << "interstage_arguments:" << endl;
+	// for (pair<int, ArgumentBase*> p : interstage_arguments)
+	// 	cout << p.first << ":" << p.second->getName() << endl;
 
 	// this map is a dependency structure: stage -> dependency_list
 	map<int, list<int>> deps;
@@ -203,159 +144,29 @@ int main(int argc, char* argv[]) {
 	for (pair<int, ArgumentBase*> a : interstage_arguments)
 		all_argument[a.first] = a.second;
 
-	cout << endl << "all_arguments:" << endl;
-	mapprint(all_argument);
-
-	cout << endl << "deps:" << endl;
-	for (pair<int, list<int>> p : deps)
-		for (int d : p.second)
-			cout << "\t" << base_stages[p.first]->getName() << " depends on " << base_stages[d]->getName() << endl;
-
-// buggy buggggy
-/*for (map<int, PipelineComponentBase*>::iterator it = base_stages.begin(); it != base_stages.end(); ++it) {
-	cout << "stage: " << it->second->getName() << endl;
-	for (list<int>::iterator i = it->second->getOutputs().begin(); i != (it->second->getOutputs().end()); ++i) {
-		list<int> l = it->second->getOutputs();
-		// works
-		listprint(l);
-		// also works
-		listprint(it->second->getOutputs());
-		// this works too
-		for (list<int>::iterator i=l.begin(); i!=l.end(); i++)
-			cout << (*i) << endl;
-		// not this
-		for (list<int>::iterator i=it->second->getOutputs().begin(); i!=it->second->getOutputs().end(); i++)
-			cout << (*i) << endl;
-		// nor this
-		for (list<int>::iterator i=beg(it->second->getOutputs()); i!=endd(it->second->getOutputs()); inc(i))
-			cout << (*i) << endl;
-		// this also works
-		for (int i:it->second->getOutputs())
-			cout << i << endl;
-	}
-}*/
-
-
-	cout << endl << "connected base_stages:" << endl;
-	for (pair<int, PipelineComponentBase*> p : base_stages) {
-		cout << p.first << ":" << p.second->getName() << endl;
-		cout << "\tinputs: " << p.second->getInputs().size() << endl << endl;
-		for (int i : p.second->getInputs())
-			cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
-		cout << "\toutputs: " << p.second->getOutputs().size() << endl << endl;
-		for (int i : p.second->getOutputs())
-			cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
-	}
-
-	//------------------------------------------------------------
-	// Add create all combinarions of parameters
-	//------------------------------------------------------------
-
-	// expand parameter combinations returning a list of parameters sets each set contains 
-	// exactly one value for every input parameter. the agrument objects are ready to be used 
-	// on the workflow execution.
-	list<map<int, ArgumentBase*>> expanded_parameters;
-	expanded_parameters = expand_parameters_combinations(parameters_values, workflow_inputs);
-	int i = 0;
-	for (map<int, ArgumentBase*> parameter_set : expanded_parameters) {
-		cout << "Parameter set " << i++ << endl;
-		for (pair<int, ArgumentBase*> p : parameter_set) {
-			cout << "\t" << p.first << ":" << p.second->getName() << " = " << p.second->toString() << endl;
-		}
-		cout << endl;
-	}
-
-	// replicate outputs
-	list<map<int, ArgumentBase*>> all_outputs;
-	expand_arguments(workflow_outputs, expanded_parameters.size(), all_outputs);
-	i = 0;
-	for (map<int, ArgumentBase*> parameter_set : all_outputs) {
-		cout << "Output set " << i++ << endl;
-		for (pair<int, ArgumentBase*> p : parameter_set) {
-			cout << "\t" << p.first << ":" << p.second->getName() << endl;
-		}
-		cout << endl;
-	}
-
-	// replicate interstage arguments
-	list<map<int, ArgumentBase*>> all_interstage_arguments;
-	expand_arguments(interstage_arguments, expanded_parameters.size(), all_interstage_arguments);
-	i = 0;
-	for (map<int, ArgumentBase*> parameter_set : all_interstage_arguments) {
-		cout << "Interstage arguments set " << i++ << endl;
-		for (pair<int, ArgumentBase*> p : parameter_set) {
-			cout << "\t" << p.first << ":" << p.second->getName() << endl;
-		}
-		cout << endl;
-	}
-
-	// replicate stages
-	list<map<int, PipelineComponentBase*>> all_stages;
-	expand_stages(base_stages, expanded_parameters.size(), all_stages);
-	i = 0;
-	for (map<int, PipelineComponentBase*> stage_set : all_stages) {
-		cout << "Stage set " << i++ << endl;
-		for (pair<int, PipelineComponentBase*> p : stage_set) {
-			cout << "\t" << p.first << ":" << p.second->getName() << " with inputs:" << endl;
-			for (int inp : p.second->getInputs()) {
-				cout << "\t\t" << inp << ":" << all_argument[inp]->getName() << endl;
-			}
-			cout << "\tand outputs: " << endl;
-			for (int out : p.second->getOutputs()) {
-				cout << "\t\t" << out << ":" << all_argument[out]->getName() << endl;
-			}
-		}
-		cout << endl;
-	}
+	// cout << endl << "all_arguments:" << endl;
+	// mapprint(all_argument);
+
+	// cout << endl << "deps:" << endl;
+	// for (pair<int, list<int>> p : deps)
+	// 	for (int d : p.second)
+	// 		cout << "\t" << base_stages[p.first]->getName() << " depends on " << base_stages[d]->getName() << endl;
+
+	// cout << endl << "connected base_stages:" << endl;
+	// for (pair<int, PipelineComponentBase*> p : base_stages) {
+	// 	cout << p.first << ":" << p.second->getName() << endl;
+	// 	cout << "\tinputs: " << p.second->getInputs().size() << endl << endl;
+	// 	for (int i : p.second->getInputs())
+	// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
+	// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl << endl;
+	// 	for (int i : p.second->getOutputs())
+	// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
+	// }
 
 	//------------------------------------------------------------
 	// Iterative merging of stages
 	//------------------------------------------------------------
 
-	// maybe try to merge the inputs, and then merge stages iteratively
-	// again, updating the uids (Task and local id)
-	map<int, ArgumentBase*> merged_arguments;
-	map<int, ArgumentBase*> merged_outputs;
-	map<int, PipelineComponentBase*> merged_stages;
-	iterative_full_merging(expanded_parameters, all_outputs, all_stages, all_interstage_arguments, 
-		interstage_arguments, merged_arguments, merged_outputs, merged_stages);
-
-	cout << endl << "merged stages" << endl;
-	for (pair<int, PipelineComponentBase*> p : merged_stages) {
-		cout << "\t" << p.first << ":" << p.second->getName() << " with inputs:" << endl;
-		for (int inp : p.second->getInputs()) {
-			cout << "\t\t" << inp << ":" << merged_arguments[inp]->getName() << endl;
-		}
-		cout << "\tand outputs: " << endl;
-		for (int out : p.second->getOutputs()) {
-			cout << "\t\t" << out << ":" << merged_arguments[out]->getName() << endl;
-		}
-	}
-	cout << endl;
-
-	//------------------------------------------------------------
-	// Add workflows to Manager to be executed
-	//------------------------------------------------------------
-
-	string inputFolderPath = "~/Desktop/images15";
-	RegionTemplateCollection* rts;
-	// rts = RTFromFiles(inputFolderPath);
-
-	// add arguments to each stage
-	add_arguments_to_stages(merged_stages, merged_arguments, deps, rts);
-
-	// add all stages to manager
-	// for (pair<int, PipelineComponentBase*> s : merged_stages)
-	// 	sysEnv.executeComponent(s.second);
-
-	// execute workflows
-	// sysEnv.startupExecution();
-
-	// get results
-	// for each ArgumentBase output of merged_outputs do
-	// 	cout << sysEnv.getComponentResultData(output.getId()) << endl;
-	// end
-
 	map<int, ArgumentBase*> args;
 	for (pair<int, ArgumentBase*> p : workflow_inputs)
 		args[p.first] = p.second;
@@ -382,6 +193,30 @@ int main(int argc, char* argv[]) {
 	for (pair<int, ArgumentBase*> p : expanded_args)
 		cout << "\t" << p.first << ":" << p.second->getName() << " = " << p.second->toString() << endl;
 
+	//------------------------------------------------------------
+	// Add workflows to Manager to be executed
+	//------------------------------------------------------------
+
+	// string inputFolderPath = "~/Desktop/images15";
+	// RegionTemplateCollection* rts;
+	// rts = RTFromFiles(inputFolderPath);
+
+	// add arguments to each stage
+	// add_arguments_to_stages(merged_stages, merged_arguments, deps, rts);
+
+	// add all stages to manager
+	// for (pair<int, PipelineComponentBase*> s : merged_stages)
+	// 	sysEnv.executeComponent(s.second);
+
+	// execute workflows
+	// sysEnv.startupExecution();
+
+	// get results
+	// for each ArgumentBase output of merged_outputs do
+	// 	cout << sysEnv.getComponentResultData(output.getId()) << endl;
+	// end
+
+
 }
 
 /***************************************************************/
@@ -749,186 +584,162 @@ void connect_stages_from_file(FILE* workflow_descriptor,
 }
 
 /***************************************************************/
-/**************** Argument expansion functions *****************/
+/********* Workflow merging and preparation functions **********/
 /***************************************************************/
 
-// returns by value the list of expanded parameters sets. each parameter set
-// an be sent to the workflow to be executed. a parameter set is a map of aguments with
-// a possible value for that argument (parameter). 
-list<map<int, ArgumentBase*>> expand_parameters_combinations(map<int, list<ArgumentBase*>> parameters_values, 
-	map<int, ArgumentBase*> workflow_inputs) {
-
-	list<map<int, ArgumentBase*>> output;
-
-	list<ArgumentBase*> values_head = map_pop(parameters_values);
-	ArgumentBase* input_head = map_pop(workflow_inputs);
-
-	// halting condition
-	if (parameters_values.size() == 0) {
-		// cout << "halting on " << input_head->getName() << endl;
-		for (ArgumentBase* a : values_head) {
-			map<int, ArgumentBase*> inputs;
-			ArgumentBase* input = a->clone();
-			input->setName(input_head->getName());
-			input->setId(new_uid());
-			inputs[input->getId()] = input;
-			output.emplace_back(inputs);
-		}
-
-		return output;
+bool all_inps_in(list<int> inps, map<int, list<ArgumentBase*>> ref) {
+	for (int i : inps) {
+		if (ref.find(i) == ref.end())
+			return false;
 	}
-	
-	// cout << "recurring on " << endl;
-	// mapprint(parameters_values);
+	return true;
+}
+
+// map<int, ArgumentBase*> args: all args, i.e inputs and interstate arguments.
+// map<int, list<ArgumentBase*>> args_values: the list of values for each argument. 
+// 		this map will be changed inside and must start with all inputs
+// map<int, ArgumentBase*> expanded_args: output of function. map with all args to be used on execution.
+// map<int, PipelineComponentBase*> stages: map of all stages with arguments mapped to args
+// map<int, PipelineComponentBase*> expanded_stages: output of function. Returns all stages
+// 		ready for execution.
+void expand_stages(const map<int, ArgumentBase*> &args, 
+	map<int, list<ArgumentBase*>> args_values, 
+	map<int, ArgumentBase*> &expanded_args,
+	map<int, PipelineComponentBase*> stages,
+	map<int, PipelineComponentBase*> &expanded_stages) {
+
+	// cout << endl << "args:" << endl;
+	// mapprint(args);
 	// cout << endl;
-	list<map<int, ArgumentBase*>> next = expand_parameters_combinations(parameters_values, workflow_inputs);
-	for (ArgumentBase* a : values_head) {
-		// list<map<int, ArgumentBase*>> next_copy = copt(next);
-		ArgumentBase* input_copy = a->clone();
-		input_copy->setName(input_head->getName());
-		input_copy->setId(new_uid());
-
-		for (map<int, ArgumentBase*> p : next) {
-			map<int, ArgumentBase*> updated_arguments = cpy_ab_map(p);
-			updated_arguments[input_copy->getId()] = input_copy;
-			output.emplace_back(updated_arguments);
+
+	// cout << endl << "arg_values:" << endl;
+	for (pair<int, list<ArgumentBase*>> p : args_values) {
+		// cout << "base argument " << p.first << ":" << args.at(p.first)->getName() << endl;
+		for (ArgumentBase* a : p.second) {
+			a->setId(new_uid());
+			a->setName(args.at(p.first)->getName());
+			// cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
 		}
-		
 	}
 
-	return output;
-}
+	// cout << endl << "stages:" << endl;
+	// mapprint(stages);
+	// cout << endl;
 
-// returns by reference a list of copied outputs.
-void expand_arguments(map<int, ArgumentBase*> &ref_arguments, int copies, 
-	list<map<int, ArgumentBase*>> &copy_arguments) {
+	// keep expanding stages until there is no stage left
+	while (stages.size() != 0) {
+		// cout << "stages size: " << stages.size() << endl;
+		for (pair<int, PipelineComponentBase*> p : stages) {
+			// attempt to find a stage witch has all inputs expanded
+			if (all_inps_in(p.second->getInputs(), args_values)) {
+				// cout << "stage " << p.second->getName() << " has all inputs" << endl;
+				// create temporary list of stages to be expanded
+				list<PipelineComponentBase*> stages_iterative;
+				// starts the stages temp list with the current stage without the valued arguments
+				stages_iterative.emplace_back(p.second);
 
-	for (int i=0; i<copies; i++) {
-		map<int, ArgumentBase*> cpy = cpy_ab_map(ref_arguments);
-		copy_arguments.emplace_back(cpy);
-	}
-}
+				// cout << "expanding stage " << p.second->getName() << " with inputs:" << endl;
+				// for (int inp_id : p.second->getInputs())
+				// 	cout << "\t" << args.at(inp_id)->getName() << endl;
 
-void expand_stages(map<int, PipelineComponentBase*> &base_stages, int copies, 
-	list<map<int, PipelineComponentBase*>> &all_stages) {
+				// expands all inputs from stage p
+				for (int inp_id : p.second->getInputs()) {
+					// cout << "expanding input " << args.at(inp_id)->getName() << " with values:" << endl;
+					// for (ArgumentBase* a : args_values[inp_id])
+					// 	cout << "\t" << a->toString() << endl;
+					// expands the values of each inptut in p->getInputs()
+					list<PipelineComponentBase*> stages_iterative_temp;
+					for (ArgumentBase* a : args_values[inp_id]) {
+						// cout << "expanding value " << a->toString() << endl;
+						// cout << "stages_iterative: " << endl;
+						// for (PipelineComponentBase* pp : stages_iterative)
+						// 	cout << "\t" << pp->getId() << ":" << pp->getName() << endl;
+						// generate a copy of the current stage for each input-value pair
+						for (PipelineComponentBase* pt : stages_iterative) {
+							// cout << "updating stage " << pt->getId() << ":" << pt->getName() << endl;
+							// clone pt basic infoinfoinfo
+							PipelineComponentBase* pt_cpy = pt->clone();
+		
+							// set name and id
+							pt_cpy->setName(pt->getName());
+							pt_cpy->setId(new_uid());
 
-	for (int i=0; i<copies; i++) {
-		map<int, PipelineComponentBase*> cpy;
-		for (pair<int, PipelineComponentBase*> pcb : base_stages) {
-			// clone basic info
-			PipelineComponentBase* pcb_cpy = pcb.second->clone();
-			
-			// set name and id
-			pcb_cpy->setName(pcb.second->getName());
-			pcb_cpy->setId(new_uid());
+							// copy input list
+							for (int inp : pt->getInputs())
+								pt_cpy->addInput(inp);
 
-			// copy input list
-			for (int inp : pcb.second->getInputs())
-				pcb_cpy->addInput(inp);
+							// replace stock input with current
+							pt_cpy->replaceInput(inp_id, a->getId());
 
-			// copy output list
-			for (int out : pcb.second->getOutputs())
-				pcb_cpy->addOutput(out);
+							// cout << "all outputs from stage " << pt->getName() << endl;
+							// for (int out : pt->getOutputs())
+							// 	cout << "\t" << out << endl;
 
-			cpy[pcb_cpy->getId()] = pcb_cpy;
-		}
+							// add copy to stages_iterative_temp
+							stages_iterative_temp.emplace_back(pt_cpy);
 
-		all_stages.emplace_back(cpy);
-	}
-}
+							// cout << endl << "expanded_stages after" << endl;
+							// mapprint(expanded_stages);
+							// cout << endl;
+							// cout << endl << "expanded_args after" << endl;
+							// mapprint(expanded_args);
+							// cout << endl;
+						}
+					}
+					// replace stages_iterative with expanded version
+					// TODO: fix leaking
+					stages_iterative = stages_iterative_temp;
+				}
 
-/***************************************************************/
-/********* Workflow merging and preparation functions **********/
-/***************************************************************/
+				// generate all output copies from the current stage
+				for (int out_id : p.second->getOutputs()) {
+					list<ArgumentBase*> temp;
+					for (PipelineComponentBase* pt : stages_iterative) {
+						int new_id = new_uid();
+						ArgumentBase* ab_cpy = args.at(out_id)->clone();
+						ab_cpy->setName(args.at(out_id)->getName());
+						ab_cpy->setId(new_id);
+						pt->replaceOutput(out_id, new_id);
+						temp.emplace_back(ab_cpy);
+					}
+					args_values[out_id] = temp;
+				}
 
-void iterative_full_merging(list<map<int, ArgumentBase*>> &all_inputs, 
-	list<map<int, ArgumentBase*>> &all_outputs, 
-	list<map<int, PipelineComponentBase*>> &all_stages, 
-	list<map<int, ArgumentBase*>> &all_interstage_arguments, 
-	map<int, ArgumentBase*> &interstage_arguments_ref, 
-	map<int, ArgumentBase*> &merged_arguments, 
-	map<int, ArgumentBase*> &merged_outputs,
-	map<int, PipelineComponentBase*> &merged_stages) {
+				// add all stages
+				for (PipelineComponentBase* pt : stages_iterative)
+					expanded_stages[pt->getId()] = pt;
 
-	list<map<int, ArgumentBase*>>::iterator inputs_it = all_inputs.begin();
-	list<map<int, ArgumentBase*>>::iterator outputs_it = all_outputs.begin();
-	list<map<int, ArgumentBase*>>::iterator interstage_arguments_it = all_interstage_arguments.begin();
+				// remove the stage from 'stages' since it was fully expanded
+				stages.erase(p.first);
 
-	RegionTemplate* rt;
+				// cout << endl << "arg_values:" << endl;
+				// for (pair<int, list<ArgumentBase*>> p : args_values) {
+				// 	cout << "base argument " << p.first << ":" << args.at(p.first)->getName() << endl;
+				// 	for (ArgumentBase* a : p.second) {
+				// 		cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
+				// 	}
+				// }
 
-	// assign the right arguments, inputs and outputs to each stage
-	int i=0;
-	for (map<int, PipelineComponentBase*> stages : all_stages) {
-		// cout << "starting stage " << i << endl;
-		int io_offset = inputs_it->begin()->first - 1;
-		int input_lim = inputs_it->size();
-		int output_lim = inputs_it->size() + outputs_it->size();
-
-		rt = NULL;
-
-		// cout << "io_offset " << io_offset << endl;
-		// cout << "input_lim " << input_lim << endl;
-		// cout << "output_lim " << output_lim << endl;
-
-		// update all arguments ids
-		for (pair<int, PipelineComponentBase*> stage : stages) {
-			// cout << "\tstage " << stage.first << ":" << stage.second->getName() << endl;
-			// replace all inputs and outputs ids
-			for (int inp : stage.second->getInputs()) {
-				if (inp <= input_lim) {
-					// cout << "\t\treg_input" << endl;
-					stage.second->replaceInput(inp, inp+io_offset);
-					// cout << "\t\tinput " << inp << " swaped with " << inp+io_offset << endl;
-				} else {
-					// cout << "\t\targ_input" << endl;
-					int new_inp = find_id_by_name(interstage_arguments_ref[inp]->getName(), 
-						*interstage_arguments_it);
-					stage.second->replaceInput(inp, new_inp);
-					// cout << "\t\tisa_input " << inp << new_inp << endl;
-				}
-			}
-			for (int out : stage.second->getOutputs()) {
-				if (out <= output_lim) {
-					stage.second->replaceOutput(out, out+io_offset);
-				} else {
-					int new_inp = find_id_by_name(interstage_arguments_ref[out]->getName(), 
-						*interstage_arguments_it);
-					stage.second->replaceOutput(out, new_inp);
-				}
-			}
+				// cout << endl << "stages:" << endl;
+				// mapprint(stages);
+				// cout << endl;
+
+				// break loop of 'stages' since its content has changed
+				break;
+			} 
+			// else
+				// cout << "stage " << p.second->getName() << " have unmet dependencies " << endl;
 		}
-		inputs_it++;
-		outputs_it++;
-		interstage_arguments_it++;
 	}
 
-	// merge inputs
-
-
-	// merge all inputs, outputs and interstage arguments into one
-	for (map<int, ArgumentBase*> m : all_inputs) 
-		for (pair<int, ArgumentBase*> p : m)
-			merged_arguments[p.first] = p.second;
-	for (map<int, ArgumentBase*> m : all_outputs) {
-		for (pair<int, ArgumentBase*> p : m) {
-			merged_arguments[p.first] = p.second;
-			merged_outputs[p.first] = p.second;
+	// flatten the arg values into expanded_args
+	for (pair<int, list<ArgumentBase*>> p : args_values) {
+		// cout << "base argument " << p.first << ":" << args.at(p.first)->getName() << endl;
+		for (ArgumentBase* a : p.second) {
+			// cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
+			expanded_args[a->getId()] = a;
 		}
 	}
-	for (map<int, ArgumentBase*> m : all_interstage_arguments) 
-		for (pair<int, ArgumentBase*> p : m)
-			merged_arguments[p.first] = p.second;
-
-	// merged_arguments
-
-	// bool changes = true;
-	// while (changes) {
-	// 	changes = false;
-
-	// 	// 
-	// }
-
-	merged_stages = all_stages.front();
 }
 
 void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, 
@@ -1140,186 +951,3 @@ parsing::port_type_t get_port_type(string s) {
 			return parsing::error;
 	}
 }
-
-map<int, ArgumentBase*> cpy_ab_map(map<int, ArgumentBase*> &ref) {
-	map<int, ArgumentBase*> cpy;
-	for (pair<int, ArgumentBase*> p : ref) {
-		ArgumentBase* ab_cpy = p.second->clone();
-		ab_cpy->setName(p.second->getName());
-		ab_cpy->setId(new_uid());
-		cpy[ab_cpy->getId()] = ab_cpy;
-	}
-	return cpy;
-}
-
-template <class T>
-T map_pop(map<int, T> &m) {
-	typename map<int, T>::iterator i = m.begin();
-	T val = i->second;
-	m.erase(i);
-	return val;
-}
-
-int find_id_by_name(string name, map<int, ArgumentBase*> &ref) {
-	for (pair<int, ArgumentBase*> p : ref) {
-		if (name.compare(p.second->getName()) == 0)
-			return p.first;
-	}
-	return 0;
-}
-
-
-bool all_inps_in(list<int> inps, map<int, list<ArgumentBase*>> ref) {
-	for (int i : inps) {
-		if (ref.find(i) == ref.end())
-			return false;
-	}
-	return true;
-}
-
-// map<int, ArgumentBase*> args: all args, i.e inputs and interstate arguments.
-// map<int, list<ArgumentBase*>> args_values: the list of values for each argument. 
-// 		this map will be changed inside and must start with all inputs
-// map<int, ArgumentBase*> expanded_args: output of function. map with all args to be used on execution.
-// map<int, PipelineComponentBase*> stages: map of all stages with arguments mapped to args
-// map<int, PipelineComponentBase*> expanded_stages: output of function. Returns all stages
-// 		ready for execution.
-void expand_stages(const map<int, ArgumentBase*> &args, 
-	map<int, list<ArgumentBase*>> args_values, 
-	map<int, ArgumentBase*> &expanded_args,
-	map<int, PipelineComponentBase*> stages,
-	map<int, PipelineComponentBase*> &expanded_stages) {
-
-	// cout << endl << "args:" << endl;
-	// mapprint(args);
-	// cout << endl;
-
-	// cout << endl << "arg_values:" << endl;
-	for (pair<int, list<ArgumentBase*>> p : args_values) {
-		// cout << "base argument " << p.first << ":" << args.at(p.first)->getName() << endl;
-		for (ArgumentBase* a : p.second) {
-			a->setId(new_uid());
-			a->setName(args.at(p.first)->getName());
-			// cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
-		}
-	}
-
-	// cout << endl << "stages:" << endl;
-	// mapprint(stages);
-	// cout << endl;
-
-	// keep expanding stages until there is no stage left
-	while (stages.size() != 0) {
-		// cout << "stages size: " << stages.size() << endl;
-		for (pair<int, PipelineComponentBase*> p : stages) {
-			// attempt to find a stage witch has all inputs expanded
-			if (all_inps_in(p.second->getInputs(), args_values)) {
-				// cout << "stage " << p.second->getName() << " has all inputs" << endl;
-				// create temporary list of stages to be expanded
-				list<PipelineComponentBase*> stages_iterative;
-				// starts the stages temp list with the current stage without the valued arguments
-				stages_iterative.emplace_back(p.second);
-
-				// cout << "expanding stage " << p.second->getName() << " with inputs:" << endl;
-				// for (int inp_id : p.second->getInputs())
-				// 	cout << "\t" << args.at(inp_id)->getName() << endl;
-
-				// expands all inputs from stage p
-				for (int inp_id : p.second->getInputs()) {
-					// cout << "expanding input " << args.at(inp_id)->getName() << " with values:" << endl;
-					// for (ArgumentBase* a : args_values[inp_id])
-					// 	cout << "\t" << a->toString() << endl;
-					// expands the values of each inptut in p->getInputs()
-					list<PipelineComponentBase*> stages_iterative_temp;
-					for (ArgumentBase* a : args_values[inp_id]) {
-						// cout << "expanding value " << a->toString() << endl;
-						// cout << "stages_iterative: " << endl;
-						// for (PipelineComponentBase* pp : stages_iterative)
-						// 	cout << "\t" << pp->getId() << ":" << pp->getName() << endl;
-						// generate a copy of the current stage for each input-value pair
-						for (PipelineComponentBase* pt : stages_iterative) {
-							// cout << "updating stage " << pt->getId() << ":" << pt->getName() << endl;
-							// clone pt basic infoinfoinfo
-							PipelineComponentBase* pt_cpy = pt->clone();
-		
-							// set name and id
-							pt_cpy->setName(pt->getName());
-							pt_cpy->setId(new_uid());
-
-							// copy input list
-							for (int inp : pt->getInputs())
-								pt_cpy->addInput(inp);
-
-							// replace stock input with current
-							pt_cpy->replaceInput(inp_id, a->getId());
-
-							// cout << "all outputs from stage " << pt->getName() << endl;
-							// for (int out : pt->getOutputs())
-							// 	cout << "\t" << out << endl;
-
-							// add copy to stages_iterative_temp
-							stages_iterative_temp.emplace_back(pt_cpy);
-
-							// cout << endl << "expanded_stages after" << endl;
-							// mapprint(expanded_stages);
-							// cout << endl;
-							// cout << endl << "expanded_args after" << endl;
-							// mapprint(expanded_args);
-							// cout << endl;
-						}
-					}
-					// replace stages_iterative with expanded version
-					// TODO: fix leaking
-					stages_iterative = stages_iterative_temp;
-				}
-
-				// generate all output copies from the current stage
-				for (int out_id : p.second->getOutputs()) {
-					list<ArgumentBase*> temp;
-					for (PipelineComponentBase* pt : stages_iterative) {
-						int new_id = new_uid();
-						ArgumentBase* ab_cpy = args.at(out_id)->clone();
-						ab_cpy->setName(args.at(out_id)->getName());
-						ab_cpy->setId(new_id);
-						pt->replaceOutput(out_id, new_id);
-						temp.emplace_back(ab_cpy);
-					}
-					args_values[out_id] = temp;
-				}
-
-				// add all stages
-				for (PipelineComponentBase* pt : stages_iterative)
-					expanded_stages[pt->getId()] = pt;
-
-				// remove the stage from 'stages' since it was fully expanded
-				stages.erase(p.first);
-
-				// cout << endl << "arg_values:" << endl;
-				// for (pair<int, list<ArgumentBase*>> p : args_values) {
-				// 	cout << "base argument " << p.first << ":" << args.at(p.first)->getName() << endl;
-				// 	for (ArgumentBase* a : p.second) {
-				// 		cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
-				// 	}
-				// }
-
-				// cout << endl << "stages:" << endl;
-				// mapprint(stages);
-				// cout << endl;
-
-				// break loop of 'stages' since its content has changed
-				break;
-			} 
-			else
-				// cout << "stage " << p.second->getName() << " have unmet dependencies " << endl;
-		}
-	}
-
-	// flatten the arg values into expanded_args
-	for (pair<int, list<ArgumentBase*>> p : args_values) {
-		// cout << "base argument " << p.first << ":" << args.at(p.first)->getName() << endl;
-		for (ArgumentBase* a : p.second) {
-			// cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
-			expanded_args[a->getId()] = a;
-		}
-	}
-}
\ No newline at end of file

From 91da898876435baa440fbd8f8e8cd4c7f62754c7 Mon Sep 17 00:00:00 2001
From: willian <guns945@gmail.com>
Date: Sat, 18 Jun 2016 19:00:12 -0300
Subject: [PATCH 02/87] Bug fixes

1. Added the name field from arguments to the serialize/deserialize functions since they are needed
on the generated stages files.

2. Added the new argument type ArgumentRT to PipelineComponentBase.

3. Re-generated NormalizationComp and Segmentation stages code. The arguments names weren't
matching the ones in the workflow descriptor. To do that the stages descriptors were updated with
the correct names.

4. The RegionTemplate reference containing all data regions is now inserted on each stage that has
at least one data region.
---
 runtime/Argument.cpp                          |  72 ++++++++++++--
 runtime/Argument.h                            |  18 ++--
 runtime/PipelineComponentBase.cpp             |   3 +
 .../NormalizationComp.cpp                     |  60 +++++------
 .../NormalizationComp.hpp                     |  14 +--
 .../PipelineManager.cpp                       |  94 +++++++++++++-----
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp |  46 ++++-----
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp |  10 +-
 .../examples/PipelineRTFS-NS-Diff-FGO/gen/gen | Bin 432770 -> 432826 bytes
 .../gen/normalization_desc                    |  10 +-
 .../gen/segmentation_desc                     |   6 +-
 11 files changed, 220 insertions(+), 113 deletions(-)

diff --git a/runtime/Argument.cpp b/runtime/Argument.cpp
index 5f4488e..5992d8c 100644
--- a/runtime/Argument.cpp
+++ b/runtime/Argument.cpp
@@ -13,20 +13,61 @@ ArgumentBase::ArgumentBase(int type) {
 }
 
 int ArgumentBase::size()
-{
-	return (sizeof(int));
+{	
+	// starts with the size of the type
+	int arg_size = sizeof(int);
+
+	// used to store the size of the name stored
+	arg_size+=sizeof(int);
+
+	// the actual size of the name
+	arg_size+=sizeof(char) * this->name.size();
+	
+	return arg_size;
 }
 
 int ArgumentBase::serialize(char *buff)
 {
+	// add type value
+	int serialized_bytes = sizeof(int);
 	((int*)buff)[0] = this->getType();
-	return ArgumentBase::size();
+
+	// pack the size of the name
+	int string_size = this->name.size();
+	memcpy(buff+serialized_bytes, &string_size, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// serialize the name itself
+	memcpy(buff+serialized_bytes, this->name.c_str(), this->name.size()*sizeof(char));
+	serialized_bytes+=this->name.size()*sizeof(char);
+
+	return serialized_bytes;
 }
 
 int ArgumentBase::deserialize(char *buff)
 {
+	// get type
 	this->setType(((int*)buff)[0]);
-	return ArgumentBase::size();
+	int deserialized_bytes = sizeof(int);
+
+	// get Size of the name
+	int string_size;
+	memcpy(&string_size, buff+deserialized_bytes, sizeof(int));
+	deserialized_bytes+= sizeof(int);
+
+	// create string to extract data from memory buffer
+	char string_value[string_size+1];
+	string_value[string_size] = '\0';
+
+	// copy name string from message buffer to local variable holding string terminator
+	memcpy(string_value, buff+deserialized_bytes, sizeof(char)*string_size);
+	deserialized_bytes+=sizeof(char)*string_size;
+
+	// init argument value from string extracted
+	this->setName(string_value);
+
+	// return total number of bytes extracted from message
+	return deserialized_bytes;
 }
 
 void ArgumentBase::setType(int type)
@@ -386,21 +427,19 @@ std::string ArgumentFloatArray::toString() {
 	return out;
 }
 
-ArgumentRT::ArgumentRT() : path(""), ArgumentBase(ArgumentBase::RT){}
+ArgumentRT::ArgumentRT() : name(""), isFileInput(false), ArgumentBase(ArgumentBase::RT){}
 
-ArgumentRT::ArgumentRT(std::string path) : ArgumentBase(ArgumentBase::RT) {
-	this->setArgValue(path);
-}
+ArgumentRT::ArgumentRT(std::string name) : name(name), isFileInput(false), ArgumentBase(ArgumentBase::RT){}
 
 ArgumentRT::~ArgumentRT() {}
 
 
 std::string ArgumentRT::getArgValue() const {
-    return path;
+    return name;
 }
 
-void ArgumentRT::setArgValue(std::string path) {
-    this->path = path;
+void ArgumentRT::setArgValue(std::string name) {
+    this->name = name;
 }
 
 int ArgumentRT::serialize(char *buff) {
@@ -418,6 +457,10 @@ int ArgumentRT::serialize(char *buff) {
 	memcpy(buff+serialized_bytes, this->getArgValue().c_str(), this->getArgValue().size()*sizeof(char));
 	serialized_bytes+=this->getArgValue().size()*sizeof(char);
 
+	// pack the isFileInput var
+	memcpy(buff+serialized_bytes, &isFileInput, sizeof(bool));
+	serialized_bytes+=sizeof(bool);
+
 	return serialized_bytes;
 }
 
@@ -431,6 +474,9 @@ int ArgumentRT::size() {
 	// the actual size of the string
 	arg_size+=sizeof(char) * this->getArgValue().size();
 
+	// the size of the bool
+	arg_size+=sizeof(bool);
+
 	return arg_size;
 }
 
@@ -462,6 +508,10 @@ int ArgumentRT::deserialize(char *buff) {
 	memcpy(string_value, buff+deserialized_bytes, sizeof(char)*string_size);
 	deserialized_bytes+=sizeof(char)*string_size;
 
+	// get the isFileInput variable
+	memcpy(&isFileInput, buff+deserialized_bytes, sizeof(bool));
+	deserialized_bytes+=sizeof(bool);	
+
 	// init argument value from string extracted
 	this->setArgValue(string_value);
 
diff --git a/runtime/Argument.h b/runtime/Argument.h
index 42dcfc7..f9f773f 100644
--- a/runtime/Argument.h
+++ b/runtime/Argument.h
@@ -13,13 +13,14 @@
 #include <string.h>
 #include <vector>
 #include <string>
-
+ 
 class ArgumentBase {
 protected:
 	int type;
 	std::string name;
 
-	// this field is used only on workflow generation
+	// this fields are used only on workflow generation
+	int parent;
 	int id;
 
 public:
@@ -42,6 +43,9 @@ class ArgumentBase {
 	int getId() {return id;};
 	void setId(int id) {this->id = id;};
 
+	int getParent() {return parent;};
+	void setParent(int parent) {this->parent = parent;};
+
 	virtual std::string toString() = 0;
 
 	static const int INPUT = 0;
@@ -135,22 +139,24 @@ class ArgumentFloatArray: public ArgumentBase{
 
 class ArgumentRT: public ArgumentBase{
 private:
-	std::string path;
+	std::string name;
 
 public:
 	ArgumentRT();
-	ArgumentRT(std::string path);
+	ArgumentRT(std::string name);
 	virtual ~ArgumentRT();
 
 	virtual ArgumentBase* clone();
 
-	std::string toString() {return path;};
+	std::string toString() {return name;};
+
+	bool isFileInput;
 
 	int size();
 	int serialize(char *buff);
 	int deserialize(char *buff);
 	std::string getArgValue() const;
-	void setArgValue(std::string path);
+	void setArgValue(std::string name);
 };
 
 
diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index 56d98dd..b1d5f27 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -252,6 +252,9 @@ int PipelineComponentBase::deserialize(char *buff)
 			case ArgumentBase::FLOAT_ARRAY:
 				arg = new ArgumentFloatArray();
 				break;
+			case ArgumentBase::RT:
+				arg = new ArgumentRT();
+				break;
 			default:
 				std::cout << "Argument type not known: " << arg_type << std::endl;
 				exit(1);
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp
index a63b325..ea9146f 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp
@@ -26,30 +26,30 @@ int NormalizationComp::run() {
 	std::cout << "Executing component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
 	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
 
-	std::string inputImage_name;
-	std::string normalizedImg_name;
-	float* targetMean;
-	float* targetStd;
+	std::string input_img_name;
+	std::string normalized_rt_name;
+	float* target_mean;
+	float* target_std;
 
 	int set_cout = 0;
 	for(int i=0; i<this->getArgumentsSize(); i++){
-		if (this->getArgument(i)->getName().compare("inputImage") == 0) {
-			inputImage_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
+		if (this->getArgument(i)->getName().compare("input_img") == 0) {
+			input_img_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
 			set_cout++;
 		}
 
-		if (this->getArgument(i)->getName().compare("normalizedImg") == 0) {
-			normalizedImg_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
+		if (this->getArgument(i)->getName().compare("normalized_rt") == 0) {
+			normalized_rt_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
 			set_cout++;
 		}
 
-		if (this->getArgument(i)->getName().compare("targetMean") == 0) {
-			targetMean = (float*)((ArgumentFloatArray*)this->getArgument(i))->getArgValue();
+		if (this->getArgument(i)->getName().compare("target_mean") == 0) {
+			target_mean = (float*)((ArgumentFloatArray*)this->getArgument(i))->getArgValue();
 			set_cout++;
 		}
 
-		if (this->getArgument(i)->getName().compare("targetStd") == 0) {
-			targetStd = (float*)((ArgumentFloatArray*)this->getArgument(i))->getArgValue();
+		if (this->getArgument(i)->getName().compare("target_std") == 0) {
+			target_std = (float*)((ArgumentFloatArray*)this->getArgument(i))->getArgValue();
 			set_cout++;
 		}
 
@@ -58,28 +58,28 @@ int NormalizationComp::run() {
 	if (set_cout < this->getArgumentsSize())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on NormalizationComp" << std::endl;
 
-	this->addInputOutputDataRegion("tile", inputImage_name, RTPipelineComponentBase::INPUT);
+	this->addInputOutputDataRegion("tile", input_img_name, RTPipelineComponentBase::INPUT);
 
-	this->addInputOutputDataRegion("tile", normalizedImg_name, RTPipelineComponentBase::OUTPUT);
+	this->addInputOutputDataRegion("tile", normalized_rt_name, RTPipelineComponentBase::OUTPUT);
 
 
 	if(inputRt != NULL){
-		DenseDataRegion2D *inputImage = NULL;
+		DenseDataRegion2D *input_img = NULL;
 
-		DenseDataRegion2D *normalizedImg = NULL;
+		DenseDataRegion2D *normalized_rt = NULL;
 
 		try{
-			inputImage = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(inputImage_name, "", 0, dr_id));
+			input_img = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(input_img_name, "", 0, workflow_id));
 
-			normalizedImg = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(normalizedImg_name, "", 0, dr_id));
+			normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(normalized_rt_name, "", 0, workflow_id));
 
-			std::cout << "NormalizationComp. paramenterId: "<< dr_id <<std::endl;
+			std::cout << "NormalizationComp. paramenterId: "<< workflow_id <<std::endl;
 		}catch(...){
 			std::cout <<"ERROR NormalizationComp " << std::endl;
 		}
 
 		// Create processing task
-		TaskNormalizationComp * task = new TaskNormalizationComp(inputImage, normalizedImg, targetMean, targetStd);
+		TaskNormalizationComp * task = new TaskNormalizationComp(input_img, normalized_rt, target_mean, target_std);
 
 		this->executeTask(task);
 
@@ -104,34 +104,34 @@ bool registeredNormalizationComp = PipelineComponentBase::ComponentFactory::comp
 /*********************************** Task functions ***********************************/
 /**************************************************************************************/
 
-TaskNormalizationComp::TaskNormalizationComp(DenseDataRegion2D* inputImage_temp, DenseDataRegion2D* normalizedImg_temp, float* targetMean, float* targetStd) {
+TaskNormalizationComp::TaskNormalizationComp(DenseDataRegion2D* input_img_temp, DenseDataRegion2D* normalized_rt_temp, float* target_mean, float* target_std) {
 	
-	this->inputImage_temp = inputImage_temp;
-	this->normalizedImg_temp = normalizedImg_temp;
-	this->targetMean = targetMean;
-	this->targetStd = targetStd;
+	this->input_img_temp = input_img_temp;
+	this->normalized_rt_temp = normalized_rt_temp;
+	this->target_mean = target_mean;
+	this->target_std = target_std;
 
 	
 }
 
 TaskNormalizationComp::~TaskNormalizationComp() {
-	if(inputImage_temp != NULL) delete inputImage_temp;
+	if(input_img_temp != NULL) delete input_img_temp;
 
 }
 
 bool TaskNormalizationComp::run(int procType, int tid) {
 	
-	cv::Mat inputImage = this->inputImage_temp->getData();
+	cv::Mat input_img = this->input_img_temp->getData();
 
-	cv::Mat normalizedImg = this->normalizedImg_temp->getData();
+	cv::Mat normalized_rt = this->normalized_rt_temp->getData();
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
 	std::cout << "TaskNormalizationComp executing." << std::endl;	
 
-	normalizedImg = ::nscale::Normalization::normalization(inputImage, targetMean, targetStd);
+	normalized_rt = ::nscale::Normalization::normalization(input_img, target_mean, target_std);
 	
-	this->normalizedImg_temp->setData(normalizedImg);
+	this->normalized_rt_temp->setData(normalized_rt);
 
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.hpp
index 32a10e1..f1486f7 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.hpp
@@ -24,13 +24,13 @@ class NormalizationComp : public RTPipelineComponentBase {
 private:
 	// data region id
 	// IMPORTANT: this need to be set during the creation of this object
-	int dr_id;
+	int workflow_id;
 
 public:
 	NormalizationComp();
 	virtual ~NormalizationComp();
 
-	void set_dr_id(int id) {dr_id = id;};
+	void set_workflow_id(int id) {workflow_id = id;};
 
 	int run();
 };
@@ -40,17 +40,17 @@ class TaskNormalizationComp: public Task {
 private:
 
 	// data regions
-	DenseDataRegion2D* inputImage_temp;
-	DenseDataRegion2D* normalizedImg_temp;
+	DenseDataRegion2D* input_img_temp;
+	DenseDataRegion2D* normalized_rt_temp;
 
 
 	// all other variables
-	float* targetMean;
-	float* targetStd;
+	float* target_mean;
+	float* target_std;
 
 
 public:
-	TaskNormalizationComp(DenseDataRegion2D* inputImage_temp, DenseDataRegion2D* normalizedImg_temp, float* targetMean, float* targetStd);
+	TaskNormalizationComp(DenseDataRegion2D* input_img_temp, DenseDataRegion2D* normalized_rt_temp, float* target_mean, float* target_std);
 
 	virtual ~TaskNormalizationComp();
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 80d6704..44220eb 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -64,8 +64,10 @@ void connect_stages_from_file(FILE* workflow_descriptor, map<int, PipelineCompon
 void expand_stages(const map<int, ArgumentBase*> &args, map<int, list<ArgumentBase*>> args_values, 
 	map<int, ArgumentBase*> &expanded_args,map<int, PipelineComponentBase*> stages,
 	map<int, PipelineComponentBase*> &expanded_stages);
-void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, map<int, ArgumentBase*> &merged_arguments, 
-	map<int, list<int>> &deps, RegionTemplateCollection *rts);
+void generate_drs(RegionTemplate* rt, const map<int, ArgumentBase*> &expanded_args);
+void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, 
+	map<int, ArgumentBase*> &merged_arguments,
+	RegionTemplate *rt);
 
 // Workflow parsing helper functions
 list<string> line_buffer;
@@ -85,9 +87,13 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	// Tell the system which libraries should be used
-	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
+	// region template used by all stages
+	RegionTemplate *rt = new RegionTemplate();
+	rt->setName("tile");
 
+	// workflow file
 	FILE* workflow_descriptor = fopen("seg_example.t2flow", "r");
 
 	//------------------------------------------------------------
@@ -191,31 +197,37 @@ int main(int argc, char* argv[]) {
 
 	cout << endl << "merged args" << endl;
 	for (pair<int, ArgumentBase*> p : expanded_args)
-		cout << "\t" << p.first << ":" << p.second->getName() << " = " << p.second->toString() << endl;
+		cout << "\t" << p.first << ":" << p.second->getName() << " = " << p.second->toString() << " sized: " << p.second->size() << endl;
 
 	//------------------------------------------------------------
 	// Add workflows to Manager to be executed
 	//------------------------------------------------------------
 
-	// string inputFolderPath = "~/Desktop/images15";
+	string inputFolderPath = "~/Desktop/images15";
+	cout << endl << "generate_drs" << endl;
+	generate_drs(rt, expanded_args);
+
 	// RegionTemplateCollection* rts;
 	// rts = RTFromFiles(inputFolderPath);
 
 	// add arguments to each stage
-	// add_arguments_to_stages(merged_stages, merged_arguments, deps, rts);
+	cout << endl << "add_arguments_to_stages" << endl;
+	add_arguments_to_stages(expanded_stages, expanded_args, rt);
 
 	// add all stages to manager
-	// for (pair<int, PipelineComponentBase*> s : merged_stages)
-	// 	sysEnv.executeComponent(s.second);
+	cout << endl << "executeComponent" << endl;
+	for (pair<int, PipelineComponentBase*> s : expanded_stages)
+		sysEnv.executeComponent(s.second);
 
 	// execute workflows
-	// sysEnv.startupExecution();
+	cout << endl << "startupExecution" << endl;
+	sysEnv.startupExecution();
 
 	// get results
 	// for each ArgumentBase output of merged_outputs do
 	// 	cout << sysEnv.getComponentResultData(output.getId()) << endl;
 	// end
-
+	sysEnv.finalizeSystem();
 
 }
 
@@ -338,6 +350,7 @@ void get_inputs_from_file(FILE* workflow_descriptor,
 				// get all possible values for the argument
 				for (int i=0; i<data["values"].size(); i++) {
 					ArgumentBase* val = new ArgumentRT(data["values"][i].asString());
+					((ArgumentRT*)val)->isFileInput = true;
 					// cout << ((ArgumentString*)val)->toString() << endl;
 					inp_values.emplace_back(val);
 				}
@@ -742,29 +755,64 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 	}
 }
 
+void generate_drs(RegionTemplate* rt, 
+	const map<int, ArgumentBase*> &expanded_args) {
+
+	// verify every argument
+	for (pair<int, ArgumentBase*> p : expanded_args) {
+		// if an argument is a region template data region
+		if (p.second->getType() == ArgumentBase::RT) {
+			// create the data region and add it to the input region template
+			DenseDataRegion2D *ddr2d = new DenseDataRegion2D();
+			ddr2d->setName(p.second->getName());
+			std::ostringstream oss;
+			oss << p.first;
+			ddr2d->setId(oss.str());
+			ddr2d->setVersion(p.first);
+
+			// aditional setup if the argument is an input from file
+			if (((ArgumentRT*)p.second)->isFileInput) {
+				ddr2d->setInputType(DataSourceType::FILE_SYSTEM);
+				ddr2d->setIsAppInput(true);
+				ddr2d->setOutputType(DataSourceType::FILE_SYSTEM);
+				ddr2d->setInputFileName(p.second->toString());
+			}
+			rt->insertDataRegion(ddr2d);
+		}
+	}
+}
+
 void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, 
 	map<int, ArgumentBase*> &merged_arguments,
-	map<int, list<int>> &deps,
-	RegionTemplateCollection *rts) {
+	RegionTemplate *rt) {
 
 	int i=0;
-	RegionTemplate* rt;
 	for (pair<int, PipelineComponentBase*> stage : merged_stages) {
-		// add arguments to stage, adding them as RT as needed
+		// add input arguments to stage, adding them as RT as needed
 		for (int arg_id : stage.second->getInputs()) {
 			stage.second->addArgument(merged_arguments[arg_id]);
-			if (merged_arguments[arg_id]->getType() == ArgumentBase::STRING)
-				cout << "RT : " << merged_arguments[arg_id]->getName() << endl;
-				// if (rt == NULL)
-				//------------------------------------------------------------------------------------------------------- if rt == NULL then make a new one
-				// stage.second->addRegionTemplateInstance(rts->getRT(i), rts->getRT(i++)->getName());
+			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
+				cout << "input RT : " << merged_arguments[arg_id]->getName() << endl;
+				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
+				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
+					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
+				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName() ,merged_arguments[arg_id]->getName(), RTPipelineComponentBase::INPUT);
+			}
+			((RTPipelineComponentBase*)stage.second)->addDependency(merged_arguments[arg_id]->getParent());
 		}
 
-		// add dependencies
-		for (int d : deps[stage.second->getId()])
-			((RTPipelineComponentBase*)stage.second)->addDependency(d);
+		// add output arguments to stage, adding them as RT as needed
+		for (int arg_id : stage.second->getOutputs()) {
+			stage.second->addArgument(merged_arguments[arg_id]);
+			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
+				cout << "output RT : " << merged_arguments[arg_id]->getName() << endl;
+				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
+				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
+					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
+				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName() ,merged_arguments[arg_id]->getName(), RTPipelineComponentBase::OUTPUT);
+			}
+		}
 	}
-
 }
 
 /***************************************************************/
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 39cbefd..06a6039 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -26,8 +26,8 @@ int Segmentation::run() {
 	std::cout << "Executing component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
 	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
 
-	std::string inputImage_name;
-	std::string outMask_name;
+	std::string normalized_rt_name;
+	std::string segmented_rt_name;
 	unsigned char blue;
 	unsigned char green;
 	unsigned char red;
@@ -46,13 +46,13 @@ int Segmentation::run() {
 
 	int set_cout = 0;
 	for(int i=0; i<this->getArgumentsSize(); i++){
-		if (this->getArgument(i)->getName().compare("inputImage") == 0) {
-			inputImage_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
+		if (this->getArgument(i)->getName().compare("normalized_rt") == 0) {
+			normalized_rt_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
 			set_cout++;
 		}
 
-		if (this->getArgument(i)->getName().compare("outMask") == 0) {
-			outMask_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
+		if (this->getArgument(i)->getName().compare("segmented_rt") == 0) {
+			segmented_rt_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
 			set_cout++;
 		}
 
@@ -134,30 +134,30 @@ int Segmentation::run() {
 	}
 
 	if (set_cout < this->getArgumentsSize())
-		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation. got " << set_cout << " out of " << this->getArgumentsSize() << std::endl;
+		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	this->addInputOutputDataRegion("tile", inputImage_name, RTPipelineComponentBase::INPUT);
+	this->addInputOutputDataRegion("tile", normalized_rt_name, RTPipelineComponentBase::INPUT);
 
-	this->addInputOutputDataRegion("tile", outMask_name, RTPipelineComponentBase::OUTPUT);
+	this->addInputOutputDataRegion("tile", segmented_rt_name, RTPipelineComponentBase::OUTPUT);
 
 
 	if(inputRt != NULL){
-		DenseDataRegion2D *inputImage = NULL;
+		DenseDataRegion2D *normalized_rt = NULL;
 
-		DenseDataRegion2D *outMask = NULL;
+		DenseDataRegion2D *segmented_rt = NULL;
 
 		try{
-			inputImage = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(inputImage_name, "", 0, dr_id));
+			normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(normalized_rt_name, "", 0, workflow_id));
 
-			outMask = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(outMask_name, "", 0, dr_id));
+			segmented_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(segmented_rt_name, "", 0, workflow_id));
 
-			std::cout << "Segmentation. paramenterId: "<< dr_id <<std::endl;
+			std::cout << "Segmentation. paramenterId: "<< workflow_id <<std::endl;
 		}catch(...){
 			std::cout <<"ERROR Segmentation " << std::endl;
 		}
 
 		// Create processing task
-		TaskSegmentation * task = new TaskSegmentation(inputImage, outMask, blue, green, red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, reconConnectivity, watershedConnectivity);
+		TaskSegmentation * task = new TaskSegmentation(normalized_rt, segmented_rt, blue, green, red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, reconConnectivity, watershedConnectivity);
 
 		this->executeTask(task);
 
@@ -182,10 +182,10 @@ bool registeredSegmentation = PipelineComponentBase::ComponentFactory::component
 /*********************************** Task functions ***********************************/
 /**************************************************************************************/
 
-TaskSegmentation::TaskSegmentation(DenseDataRegion2D* inputImage_temp, DenseDataRegion2D* outMask_temp, unsigned char blue, unsigned char green, unsigned char red, double T1, double T2, unsigned char G1, int minSize, int maxSize, unsigned char G2, int minSizePl, int minSizeSeg, int maxSizeSeg, int fillHolesConnectivity, int reconConnectivity, int watershedConnectivity) {
+TaskSegmentation::TaskSegmentation(DenseDataRegion2D* normalized_rt_temp, DenseDataRegion2D* segmented_rt_temp, unsigned char blue, unsigned char green, unsigned char red, double T1, double T2, unsigned char G1, int minSize, int maxSize, unsigned char G2, int minSizePl, int minSizeSeg, int maxSizeSeg, int fillHolesConnectivity, int reconConnectivity, int watershedConnectivity) {
 	
-	this->inputImage_temp = inputImage_temp;
-	this->outMask_temp = outMask_temp;
+	this->normalized_rt_temp = normalized_rt_temp;
+	this->segmented_rt_temp = segmented_rt_temp;
 	this->blue = blue;
 	this->green = green;
 	this->red = red;
@@ -206,23 +206,23 @@ TaskSegmentation::TaskSegmentation(DenseDataRegion2D* inputImage_temp, DenseData
 }
 
 TaskSegmentation::~TaskSegmentation() {
-	if(inputImage_temp != NULL) delete inputImage_temp;
+	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
 
 }
 
 bool TaskSegmentation::run(int procType, int tid) {
 	
-	cv::Mat inputImage = this->inputImage_temp->getData();
+	cv::Mat normalized_rt = this->normalized_rt_temp->getData();
 
-	cv::Mat outMask = this->outMask_temp->getData();
+	cv::Mat segmented_rt = this->segmented_rt_temp->getData();
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
 	std::cout << "TaskSegmentation executing." << std::endl;	
 
-	::nscale::HistologicalEntities::segmentNuclei(inputImage, outMask, blue, green, red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, reconConnectivity, watershedConnectivity);
+	::nscale::HistologicalEntities::segmentNuclei(normalized_rt, segmented_rt, blue, green, red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, reconConnectivity, watershedConnectivity);
 	
-	this->outMask_temp->setData(outMask);
+	this->segmented_rt_temp->setData(segmented_rt);
 
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index 05d5201..e1cfcdb 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -24,13 +24,13 @@ class Segmentation : public RTPipelineComponentBase {
 private:
 	// data region id
 	// IMPORTANT: this need to be set during the creation of this object
-	int dr_id;
+	int workflow_id;
 
 public:
 	Segmentation();
 	virtual ~Segmentation();
 
-	void set_dr_id(int id) {dr_id = id;};
+	void set_workflow_id(int id) {workflow_id = id;};
 
 	int run();
 };
@@ -40,8 +40,8 @@ class TaskSegmentation: public Task {
 private:
 
 	// data regions
-	DenseDataRegion2D* inputImage_temp;
-	DenseDataRegion2D* outMask_temp;
+	DenseDataRegion2D* normalized_rt_temp;
+	DenseDataRegion2D* segmented_rt_temp;
 
 
 	// all other variables
@@ -63,7 +63,7 @@ class TaskSegmentation: public Task {
 
 
 public:
-	TaskSegmentation(DenseDataRegion2D* inputImage_temp, DenseDataRegion2D* outMask_temp, unsigned char blue, unsigned char green, unsigned char red, double T1, double T2, unsigned char G1, int minSize, int maxSize, unsigned char G2, int minSizePl, int minSizeSeg, int maxSizeSeg, int fillHolesConnectivity, int reconConnectivity, int watershedConnectivity);
+	TaskSegmentation(DenseDataRegion2D* normalized_rt_temp, DenseDataRegion2D* segmented_rt_temp, unsigned char blue, unsigned char green, unsigned char red, double T1, double T2, unsigned char G1, int minSize, int maxSize, unsigned char G2, int minSizePl, int minSizeSeg, int maxSizeSeg, int fillHolesConnectivity, int reconConnectivity, int watershedConnectivity);
 
 	virtual ~TaskSegmentation();
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen
index f59210f74e97edf2cc49278a5bcbc0a12740d316..76892e4b15bd320229d9549bc351ed30403c9c26 100755
GIT binary patch
literal 432826
zcmeFa2Y8fK+6FwKgJ7a-!Aisi*3cAe1YvYg&?w*{iV1{JloC@E3mOcwWQ^I(x*HdJ
z7R$1(t66t-F-jPU43^bcR<XyjGGi>UM_1v$@8>z^ea|E_h+p}?@BgnaUNZCaa{7DD
zdFR^TgwwiYWCZMAm%u3jLU}p4g3^Bjfl&8u0`s5Tz{o&v{5v49f1n58?t&wQwA`f6
zcB9&U_7Z9!&=sH5II@c(Ms~@SFZOePMZ<#rSr7S1d;VXp`Kq6}Ur;mrFrR@yw!oC5
zugyOwz4?bi!Q0Okqcqz(XyoV~<=Ty0yOFb>0pq{@wBn47|4%mb$z5^*5zggDV4VEx
zf0CDfdH*V##qaNbqk`{$bE@F&=f=ST2JEMmI|p*~b7%ju4CA@RUb?*G82{}j^T@wr
z=g*sY-0)-P&pLYkyoKe9k6t|TxTB97eoX12V}?rH)KA{i&zeGZNe}(&kN@fO9{8Un
zL3(KK+qyn+W3P8_Zr!KxPu)hn-MX@FDQPA6pXPhw|8U>mWDm*c-lHl*3MzxN#rXe9
z{J(i=pBI`7A6VaKX>I;(g=?PZ@#w`1t8e^amyw@W?|;w_U-rJ~`@%Vcg8!Vb$BMpV
z19Q9IyLkL1kL>nTRVhT%{*CP&2<)DM`Y?h>h2IASp9+5tl8_4jEdor1pO?n&sR%n2
z{}3c76+V#$U)(n}|8LXq&p`51>7SCu&(bt_)`#pA`5cf2|JyY2cI%VcpS#lVznG@H
z_DGY5UTN^HyQH>zPnz<bk|v+;qVlK8=X+`NKZpFJ;y)sdpU<Sxb5R=pzof}$JdNEo
zY3l7kY3xo+Q-2Oglb=8uKR2e)b8;H|6KV7hOH<!|m8M+&lqTNe)3o<1()j;vn*5xd
z#-D4_<bPHgJzu7Yw>%AgV;Vin)9?>T6W5Vx^7ciVc9)kXZ;fgCjV)>PKbl5Qk2LrT
z)9862P5V7BO}wMi;4e>OcVim;lhd@j7t)kV?==0}9%=N~q^UnOY0BlSG;tNCiR+#;
z<uxx&ef}y9|E4tfp=tb#r|~D2rhNOQiR-&G{l;I@<n!P(dhSb8E?v{~8?U5kU+<-f
zcb7E$E7H`H_tNC^k~Hy7NaN>eY2qD|CjYC`=-)GqKVPNMb6OgI{*)%(x-|Sf)0E?P
zY3j-TY2v*lO}P}NDVLdP`0q{A9`{Jo4@^i?uec05D6nrJ-gOo<1_D#%-$0-gb_WLf
z1rFOfMlh!vd_DA&zo5JF+j;*e@DpEb@K#R`lq2;lUy>^t{$TVhHuwh?ohq22$S?m!
zB5%7v&t{_s#VUW_82{Uj$u$`Lc*pn?HU1AW)RRp<qemw5_W?ik=XNvx8@t17xgVX(
z|GCL$_OZ$Mo~S>m@)N*1rnGEU;gLsj?Q&coKYz}GMGNyw%Vw06<>v?T&$ulA+@d-2
zO3R8$#?GHnT3S>Z$R9s>V*ae65`&&RaqRp>3yUVtm^r^lX{jms#bt9#ie}8pzoh7j
z{6c&y1N*eI&YV;_qG&;J*%iUdV7zegjQkn%=PxP*HNR+aVNr3}yhRJiH>q?uJSiS}
zT>ixT(xS5b`9%xol+Debv2a#?>D(D5v>sgGFb>H9V@c8MSu@IJP_?IFRQ@DmKDc1P
zxo1wAF}^UU<QbEKfDz!dNo7Mv=ASz=zpSLF2ufzom_K7-VNw3<MJ4$~B{NEk@+OrH
z@fj8_npKoP6X<g%A!86eeoj#tmW4&*3&A&}5bi<KjCp0HFeUba=YlW{BJ&FKky|8V
z!T8DflXLQela9|nchb!9lZNL{8j(MF2oS@eQ}R+$gaj_STzp+LzciS4+PRY!P0APN
z;r4JR(y}3=eC6{N&M_v^x-)KwqzFzOpPw&Q5YH?v36s0ALu_(T6vY#Qd1n@iCuJk&
zEh?4hhmT)4ugqv-u?{btcV&@H{c$sji;EV{a&#OwZ((UsNm+1#)kLjc{+;yBDne~p
zP_(ct@66O`rysO8d!8{M^#GWWg)@q06wcGSg$gjQq%?T$EW<uxCMxhk8@FGY^A=ij
z>8wd<6qlD2<zF_hq^x|#d}v&FxmG?e^NW!4oya`W%Bqk*9!WeK8Crn4BzY|zG87e6
zS_W!hvCSj+7Zf_RmMJl1y^|J)!7-~1HD0qn`Mk5xU=Y~i88hcyHiXrnkj*{6?26)|
z{CNv!FJd)IN{FAQ9TW>BhHFh+G&_AI42~$Azo=B}%A~USrQ;#iq1m`ChJmuh6i!C-
z7?JPQA6v&f#Jt6(OXyHZkwn`glwLlg7`oZ$&-%%!w3U4lo8vr55S&lZ%2Ii6+WT?&
zlgdWsPbw;#J#YT}@soym?Ri8YdSNZ8S@ZMMU$3m$Y3y9>Vv9mxood*mvf*ft^MA6p
zh;r5pai>F_8H)N-IxkhV@f#;f#`Mu+hl~dh3{K9UG&J9-&(b|6<(1u>Uw)I&M@m_h
zA|!O=i;6Lrpo2wsSO|rahOh@l4|RM=5qg))WK59uieU3Gsua#89XUC^aM6O|86`!g
z0Zb|@PMHhsuF)e)aj`>2FEorEA19We={OyVv`V>}nR@jGJ)8EH9BlmBCr!L?(Lxkv
zd109*BoDP(4UiWDQ4U6(%V(6#%AbcZct#n9pt2crR4p`}ZN{sg+Gya8q{SanO1%!*
z_)Xh(G%%xWQAx?760doA#Z-D6vdzxkD_myPE!DD7-e5j%sALM-M|nf64h1rpd!y~l
zG=nT^z_~Kcvc2w1=VIMNX$<2KWSTybKZY}n{JHZmnL#S^T#wPG*&%dM>Lxv+WY)~`
z*;bp=_ar4Dd4}N?y^P=Re}s09+Mz*R%I0W_YBnb$UK+IqpaZuxV8|%1uolh1yuvRl
zDQFq({1(7j7iTh<13}Zm8T=PrLgAwFGWqr&>c>W~AL9f?I`I_!V5iBC?aKYh&zVWH
zALyEl(ZH`gqCDl~0NL~hac@dS1?MFz$e*)#aei@8N$H}6Gv;G*kbhYYxX@>e9h#<3
z+PQj$!ez@z)!CxM`LXJ>unbiRlko*Q563)UHo-ZC7zT(M63Cyj@N&#>Fbgg%Ur<D1
zq4Jg%V=O3}9hkic69`lmOx_DGL9cj8{_Gj^<_A!@if5Kw0s`mnnATe?8nvlfm~Ahf
zR~A@Mw4iW7aiDBbIVNi*0v2Bpm@R{IV1dlb1Er;fGZxN<QZ$+p>MopH5}0i~F!NqY
zE?9IKCNlZ-(yS&H%$T<@P`c1Mi`pDGeeBr$VaMbIPM<LT)Uo+Pj~RN*2=Dul;oevC
zZR%7o54S7^vTPO{78pBq>X=i<=MOn%m?}^T)>&OT{nypQfb4zmik+FR*rg#qITTju
z?jDw~l_7`yZe^6ehw$rna_P68@<|KCU`cE6q^f1hNuFMgFIHb~Bhklv?joPvu;)a5
z8Tij?AWV$@k#alMf_6V5@31QX^$uKvbu9l#|D{7O-<LZwy#l}R=v@PihMo)l-~Re0
ztfcz{ZUmh=_n0@YA9t*7H?Ycgb>zE?FLoUszIHIuxJ%#<hJRN3?*R7*JZ#`Xfx8Db
z8u-NrFTu*XTi`_lmkquVOYSa#w*d36eS4vN!l^)}eA9pIdK<#BXJ$$EIRfz|7Ku;0
z-X{KP2XCJv5MSot?Q;a;%N@LZE<il@>+E0ufUf89SV8h(@!1ZZ^~?SZa`3Ec_Akf5
zvmV*Mkq(}=?O(2gXO8S&$idSm`<Lh7?XwNiraE|35bv+R!Q)Yc_czzUqxyJ%#SY#S
zq0kmPcvL9wufoCa>R|(cDhKbDd#!`t&Ea3+;NAVDdI$eAhkuoW=iaUTYjE&;S|mPK
zJNUgEeAL13?cg^%`2G&Q*}?DQ;I}yVeI0y@gWu1=#~r*qQ$TW?gFnFGZ+GwqI`}|_
zUvIg0Y5#gT_-u>BXO@FM$ieq_@B<xuwu3*|!4GoqhdB5g2Y;x8AL-x^bMUzi{%{8$
za`5(<9LaeOez3zo)xlro;0ql5kq&;YgFni_7d!Z)9sFVke~g2#aPY@E_$miK#KG4(
z_@NGdg@fmwp#7_N@WU+<pQ{}F2nXNb;E!|gs~!CD4nFGOM>_b;4t|t_Z+7q}IQT6N
z{zM1g;^0qm@Nox!vV(7P@TWNVb_c)2!3Vnd^?$U3@8#fg9ekF9ALHQrJNQ!_e71uh
z>);1D_;C(C$H503{746XnuE`E@TWWYkb@67_&f(c-oa0G@Mk#q0tbJlgP-f*Cph?G
z2S3rlFLv-}JNOC*pXcDK9Q-*BzShB?>)=;7_(=}F-oa0H@T(lWp6F3xgM&ZM;a~0G
zf9~L;4&LrLki6N!pYQNDJNRi1ev5;@z`?gT_zN9;+`&(G@NEwM3J2fr;4gCUfv$f2
z&v)>>96a~#?O&FIFR(~__IL0z9DKHepXuNSIe4AnDKW>vt7nQI>EMeTJ-H5kwu28j
z_&E+f&%w`i@KYW9JO^Lk;4gOYa~=F84!+pI&v)>P9sB|ZU*X^vI`}FFzsSMYI{0D-
zzrw*^>fl3_AN2}VcYpKcg9D*(w5)sl-ynu6H}=|~Oxs7i0MhnDU&6nc19I_=uw*9D
zvK@biK1G<zjYPA+>j`rzn}`bBNVqHE27w<U+>LO(!1od6lr>Q+@Jhm*swOG~zJ)NS
zsEJ~MZzSA{aDl+r6XujOktgtVggF&W<O+NxVNO94IRcju=F~HhE%3#JIps`b2|SZ9
zr<#d?z|#nGikWEJ2E?J~66SIy(IW5}ggMnrGz)wxVNNj<QGrh&%&BFfLExc;Ii*b0
z3w#7&P9+ny0uLn2DP*ET;C%^m>X;}Ncz42_GA0TH?n9VU#YCRKT?liEn8+3QyMF@S
zk8qB_pA+VkFp(|rhlCFxoF(wPggFIF1O$GKFsFWrwjUV(3xu-?w+Q?cVNUfD%>u6{
z%qd<XDsUs=g9$eX{1D+o2-gdIA7M`A614)aB+MyXqC((X2y^O|C>Hoe!h;AG2z))^
z!G!Y!zK-w_gmVSHk}#)ci5!7T2y;r7$QJlw!kmgFvIL$<m{YJsK;UVFIrU1keJ|xt
zIEQeHz-JKV6fDs!@Tr73^-4qqK7lZ&T!{vOhZ5#gD^V}-5rjF#O4JHGkT9oKi3)-D
zCCn*RqFCVF33DoyC=j?0VNRhEc>;GK%&Ai%SK#kn0?a8>B1hoQ33IBH$QJlR!Y32X
z68K%hoEjwp0>4I>Q=dfJzoq;M=Mrua_$k7i>Li*4UQd`)oJ3UMM#5tWHwgR?;c<lP
z1-_3kr!t9Jfmagd6edw2@GXQnbx9Npd?Voy;R1oLCp?~Tp1{`;K7(+sz*iFH)FhE3
za0y{fNfOxtUrd-&kwlijGYOwXI3Vye!km&M+P;(WC(NlxqD9~{2y+UOXcqWX!kl^}
zq5_{lm{X2KgTO-xbE=W37x)OmoMI$u1s+J4Q;S4}!21&Blp;|q@a}{;l}Ho_+=noy
z5Q#j2yAbBoA(1QacP|3wlp&EL@aKd%RY+tD{2^gZ5fWJfze|`?fJ8vx*9ddyPqck2
z<xjYPaEriC5$2GdXcl-qVGiYqsKAYc3kf#}{19Od-HCdE?<341J5ej}O2Qnf6BPpA
zLYPBzqFCS?33C8S6bO7h;dzAf1ip^&#e{POzLM}IgmVNgA<UsSkuC7WggN9UvIL$<
zm_uzMAn-K89AXn~?Na`PIkYBP01x?ieB}9yLXmevmG8IZO&%YMwrxB$5Q?p<kdN4D
zLvjQ0-yxA-&dwZwTEF`57>K8Yj&8t5sIq<6P~=~i?YA1*Wcb}}`dSjUw}5#Wk%8$O
zX7leD3pbHICA9PtQLt`XS11TY+CuB%qeB^+LeFn2+tbswi`AAnfO^D!#mP^iegw*Q
zn*zc3LIgB@Q};)J%J^af$M>~uIPf2;933d{-ufHJdCESc!1m_pi7O$)?_(xU3N8I8
z4<mJC&Hcz!DDrSUK4yigyB*5zITQ)TheRud*0t=grd^&mHL#YC+2SFjqlpJ)LXlYf
zb#yY1G19~=OaekRVYWIFW}^2E)zk@C6OKZ4(_v6S(pD&NIOC9rg&zlp==lZytrjq}
zB2=@-6GVop!*ni`(HyD{WIhr&>FDwccE}T|jAoE;R{1cG52#f7vfv8c3q@Y0bNha?
zeS4*t&!`SFF_rO*69vxvRS|OMamV7BlnO^Pe;ZvEEj!A|&|x5W8G01qNruKeF7X}I
zP4c8BWASOQ*L1ka%mJv9p-6bHCa77wip78THL$TT`wP)f%Z&J$ZfC};Yo>~jO?ZpQ
zKFf#}^J`7GO+M;KXc}zn-HDDFg`}jg+LJ7Fb7Y{RoPO1WRcS0fTR~gYhtqO(oqAnE
zH^D3JM8tu;iK%Sgo>_-PWroLS7Oiv`ohA6$J2o*qx?K8&_(fc(=3((m<9*a}Jc%x}
zD*PDS%zQ*XD%&!kd|BA!MkF;ETCR6T0)eI@y-Hk(w1*<=VOXQy6pFkO-<7$sH9LbU
zgo7PvC?XsmA##u7ZB3GrWAQwwT+2B}{N=A8P_4y?XkyAI5uR!?|Lu_(h?Mr(ZJWB+
zrwfoZbsBcK-Y4ApmE<U!n3_6=aC=uFC?*#F;Tr^*jTEfS!awoMU?4CivJpmdM6!mq
z8c!D&q-54%pbpj4C^g)IiZl*gp_bY^48lkvh!R%9nmTnsSdG)KGLxtqtcBpaSU?*?
zvme7NUy7@_8iPYP9J6mIP)sa7DmjKT(d%jqc}@%y{1|>fkcdI4;T9BtAHx9}gV5mH
z0|M5m3&Lt**we(oJ_~&JO00$<7N4V_h=Dp+mD+&ED^(H$>KRJSlE7o}6BR5r;DujH
zthVlNz{HB7vw}c&S1^xxoQp9aZ3pq~mq1p2pHbeUR=SbMmQeM?_^i;dzS2);E~|k+
zq7wgvA{!uQb^n@vff;(Gy$Z3-Sh^cZTQT@hz_#jI2WOQ`fRe<wbVzlZFp9vMX!Owa
z27L{xY2sHNI>(@or{X!Pq1oUjfwgtC;_?hGlYDy{r%X|_I!@UF*!qRzys35@96nnV
zYaPBUW8+T_uGrvWsF^kyHt@li0$ZFdo<)wVEu9O1Gg%Ix62)JKAEBiiIj&wX=ECV4
zIMi~WUDbs-Tr*X|dYDTcbP)V#vOU7q!)=dHEKJf5xBmb!!+4JAI+{Gj3ZL;gGS-A^
z1rv+UYJ-8AaJ>Pi0E~s_0z%<nrbK6q)@erTT-AzR3tZaSy|`~ipef(bL!Q+JQ7Z18
zuU3g^nq?Tj{e1g&4vMT=${LH00B+gqnagTfOFJ0;^e~CrH9U=mZC;*JI<!T7!!6%S
zxXr}W)RE9M$Jl>5S4b^Fsv$??)k2aUZwSg25=u4cl2CSsi?AUCG?~iJ1QY`R%M_#`
zHmD+k9pX5=a~wDB<HXU^i=$1nh}HfY2bb#biiD<RCXTKe2Uqpz-pJ9o!jEI#7>Prv
zrkq9N8S1GJ;OS#p5ySw%`xR6VV)5GnR!WIyRNu~m?-<m%hq7>D@!Z`q0;4u$-Y5h3
zIx^OTv*{UV?H>!6W55K!Sa?2oq^{k;5voI~zCXkiIk~j1&FSydwKtRw8@ZxX0{i$o
zDOX~=x>f`KQP=8N*OWCDfAUkUYX_z<T-n+1Cwn_(ROlJ5^$nNNaEAy^=&a}-DzdF*
zUr$k<ujojPpn#Z~I*0HIo(~{`VkMB?RBvj*4<`$$LP#~_Xw=D@)aJs`LakT9T4fSm
z9mB6zdV><k*0|EILx&2rPN}9iCDlEULii&D6!7Jr2q;zn&Q(y&#Ny{GSWFwBo}plY
z0Z&vg&wxiMSZlxo2zE&A+XFjQjx+Xh%4n_9;a{6*5s#bOJD1T-ofTzJku9UkJVjAo
z(Q+!nh)fJR7N0N-&vZa&5kd{=Zb7`J#l%OBY{$wZyjl<$cp?MoETPwst??eeAZ`=s
zI;Dnle4|UWX$b+j{p2I64~rFmZ!4%~V)14L#dT2EDX1aD;twe(u7P?Nz)ESQX!&f0
z9gAV=LE7?9>*uumVOZ_K0re2`710^mW>Ae7R?u5W&78!NjRm)`50K@}+Es`*eo`yY
zkzfm~=};JpKbpX3J}p!ejI#P1$*Na9u{l&TB?`6KOqgo?ix{gDjFpzMpQ@25E80Iz
z7;QDoU-guhP|d_Gz%?6HzaZK!NXnNPXE>h;G_5ubZzUbU8kmzU%g_f5Mn$QVOkIU!
z&f_q|)6~^s645b94C3maKO{yY9V1OaqRatD(*|Q${jU=#OwB25!<Ee5r=5imkg(Sr
zm3L?+)L<;WR!DWV>PCU@#$k?3qXZ&u<k5|%j2ov)8tX&~v+GW79IS2#0d7okRPL>A
zsKHo#q`FZrZUigLlzSzL-KOF=--lxQ@RISNNhGIKVEiLKIS(tfK?(s5yx{1&Nvi-%
z#o~>EugjJu8LT(f4{^9xi@VG~u(s)aV|uKbu1C$OO}2Z4*bUZF`E*CkL248hV)39F
zm3AV<Ev5fpTtXI(v1%0hgAGle8>7#P7(JQTkZknf5$r#L4OAX?)ZFi+y&3pgr*%e!
z&l{%yqM#H5w5(K6DhI&dC@A$A;4%fJ1_LYym{`aGRh9t_EJ~m+B09rEw;1&4Kznm%
zgB#}Hq6RmB;_GE%%mF-0`n_1Zm%|z`xG%T*D%*^B3vh`_PdwMKK1uXA58YtU4>=m@
z4ekyHS7C71JGf$lyUf8A7~D(;muGNiIk;MbI{~=F!`|vFi}e_(JJ?|j7+j`<Ycb;g
z{=g5s+2FQ1xTwLs=-}E6ZY^+$6Fk$|#>^_8RePd2EQf8<x3L^@3|~b@zR}?G`m<QP
zfa+tOSe_9Z-%*U^2{GFp45pYo!jigV+wblj#hyntP~|I_t*`!tEaXe&(}wpx5xRcW
z817PTX<IQ8hbXtSm`5CL;V4(`D0ScL5p6dci-$d&KiFOB;Id7Ir#m>?u*N$$+qy<L
zINQVya&Wet^#jhVCLdzfj7Lj1a`||HznYxdn@w@eDp}$`T+a_YA;pKcYPuOq4}HEA
z6(;F`?)#LzNVr)rvH0kBnc;AY0do{=GvGlAa#hPT?XF;!0lO-gZNM+z5mh+`{Fi_j
z<{@~#<eFn}I2YumUYqnO@H_8QM0x(jxNE|Ef<}>hRa=1pf2Uxv0jm_OFyIvm)*A3)
z1?vrXfr1SNoB%KuUX2h@Zv%-}`ywGGb9Nz|kCg~AS1nw+IC*LpXWBSg>2NnHN+q*-
zpGanj@fIg-@A(U1WsSv;0*(ve^HUi901Jo?hR>m4yAa-_bj_JqeeL7U?$>wLvJ16L
zFln!_TEfk~`@g0lR1CU*wqYFNxUa0S_yUwV-EY!o*e%phGo__zijjFA8>P_GCiohX
z8w-UbGna?4t;*T4P{TR=&}XwZX=M@uiod6Vq8(tn79q|GtFdBZ>~b}hCHNYW8|!^z
zAu$%tHd2^E2&2v=-&4^X6(vvOgT81#70p#DnHo3y)K9Tl%(|*nGBswzSfwS#=Y?9Q
zRH^VL#)mWtAt0!O6%-o)_fU|w*Z{gKNXH0%-NMkrSq9vyV8DP|6f7Xf!ssvF#Nt2K
zFp33VLvmxtcXW_Cs#MblNTuqnwuJ!OS324OUZP-yHFl{n_Mv8_R*jL|xZF4PSdNsu
zQp4GP$={~xgaGaR9PI$Ny)ALqTVuaA#+InD1~o=<;|kx{Sz;_4HBu;fVbt<TsA#i_
zlBe+{U-W0{r&7ZK-_I}A6CuE{A_c_+!1EMTGqL#Tj@zJ)RItVP)AYHC;_vEbo4P`B
z<2Sx5RmVy-3&`F9d(RqS)F=+tD6)iDLmu}T*F+JmQ);-vkK!2hL<n%~&bK7JVgg{T
zf@&rfU#g(E4Qh#k*~XuyT{mkt{+arjqppzL*k4G}9M<C`25N4ukwO&0s8LMU1mvkG
zc^U`$qRU0JPO0HqKZ?2Pi4fq}t8YpaVgle(3aS}A|5A{Cu_fIPFfpw=oa)f)&)dCI
z=lfE3r`sH_bi`61s-&q*i%WFGGz~ZT_zo8A<4<Lc#g7Ay-R5K3Z5C65+im_?vs5AY
z8j{^^^O~b+rB11Cx0$c82?4P+zafbb?Eu#)SZj^hZZlVn)vGa*-EMO?F&1txQYbKC
z)B?L-MWZT89=F?k`6$Uovr@_AcAKk}+M-l4x!vY1LY2))Ru{jpuhJ+)3_*SLy2L0p
z0KTc9I0W!n1?d<Id#!@?25eBU)_}iPu#KSGZDwl*0^A%xqXW4y*RPeI;V2RcL#bva
zC3WEiRVM`49_wfaI9x&5g`hFpZT?lWB0Clsp<vVPHkYX}rG~TotQ4s_Awc`fuSr(y
z9!E^U9EkwNY`1xu8p{>DZ2Gy~=H6l~oM)sEyD)0WKcu1sDoP%=+kE2)Ns3a#I)Rj=
zta(iw69W7^MnN$FaDakpCKk_9P}~MJL&4(jO!?Rjr$YU#5PS{EZijP@xDu{4Qiwtr
zHHwc^v|dHY<90ZEX%tEg*ZbN2=2eM82ykq!f?@*T`3kBTJpWXXez6Xos9=Nfr|DwT
zO*E>XQFVpn#uC4lRS(vtWTX&<FlrQsX%sCg+Dy^we9=4+ty5~a!H;5ydLjfkwsMOE
zMREH18wJ%2*8d8M+n|;MY(1<g3^RHLWE>FQKKLuIVdHx{{^D=GEK1wNwTUh6GtTpH
zsDzV0A(@%J)RCLjln`L5kAkuf$ChHZLn4|I9`ZsuNOreFrm1$Nh70_tPgHe6fcE=e
z5eMxq-|Y%!i&7Y~rL(^p%TZ$_H{R-}_~XN+baIUp+!01CohlX0Q&IA`L-Ru-TBp=-
zvG3<^)Dt1V&u$8e34mW|Ue!!2{(*w@i)HtUfVz@;8s95r>4N9FT<3Hg=qj)npwL2W
zvwJ%_?b!Un5gf3~vZxHZmmTFoB8O!WxpZ0dS3EQDo~92{ItNH`OUicCJCZ44yk*g=
z@X+qrC~GXfCvY4fzf3VQKi9{M%)a3hXxJ``9#lG(MR>d`RyVYCc0bZt%a_=^^xU84
zX=yQ9mQV|7AR;REBWis~Do_P6IH}<ies-XQTB`)oy*->!hX|=&NHyeew+`++RHzL?
zoq`A7HNvR1=>)B6Q57YRyMZ%HMC+95&J2S86fcE<vVKIJ783yfprD$G#aAduzgRIM
zPJ{rjRIu1kFA-3(!t<&oSO0ub>=h7$oh_g6gJeb6c|6sy->d9AzzTMU@a+DQi)IOT
zN^_H)v)rILY7u-5$?lwGy5_gdNFjs5s2OZmQ67c`fjo_O`%QVEisq;%>QIgFs`PlJ
z=c+W>8vp1^zkjf}TddLr$|Srhy^Bg$D1mH^4ZiffDqX8oGPyINDxuaX)twQ|)8q*O
z<@4GL3@j`*06wiCZLu&PS5SS5#s92ej-lS6V8DRCQc&^;*$M?Um$CSz3NrcBJX67J
zBRfgKECY^Hu)u&L6wEW=VG7n0teM#C4im=?WJ>Fl<PH-hjttDd_dI2#Vl{|XY55Zc
z8;*+NI)_lcuU0G})R68r!TrT(xJ9Va1e^I)3-Rw-Ol>Mk9@pP@4ibNr>JB{X)fFMY
z-(d=h34n(vsAkarIevrML%{}dA{PIqnX!fgKS;>U-Y9jMx}7EX8j>4d@vGPA;#oM`
zNTKozqXzY^isq;&dE9=buLh-5ca-{AJrM%@yhuSY0q|@E)eO!IIBtVFL_i&-4%P4I
zuw(Ik@Er#(F{)t1;z!4k=h<#LVm;pGj9AmZm7L^h067>)8(;ThPYjUaE)Z&+EGMvs
zMM%ScPjgeO(qwCV)0gg-Ez%WAB~xSEr+%usYn4i-#_T8k=RZoV7iyh6d#$MvUbQ?=
zE$6B<*%}Lc>EAfgNX@oqB}f&I#XnV$CYiVv1?eBb=M^k4;Ccn~4ER?A%8VlxpDdv4
z+~zTNT`=yO+}y0irgNxR{0N_uD3@~)In6q{Sb~Vf59%tTHL7caSe9lv^i^n&1u>vv
z#N}DnwdG)sANvn_&MnrkKFP-X>}gCiz0KeQ*$({8;HYSn=L&a=S90*jlNM8FYMjc7
z{*NZihHJ%h)HWrKE(e3Uw;6l|(avTtcKuli?NK1n`qeYOnuz2_HcXr0khgEUo4V9O
zCu`)~k>{DX{P{jot0=?b8t8cTfjTXsAoUbdojj&Tv)@Jmabuz5Mi<|WHo6fu1#rCz
zixkE?TC?dDH!e{(gaBK&Ix6$k4K;}VUr2SbJz!7!h#Ol`NH(cgF?+gKp9M#oRv0(B
zsvFsK9z72~lH7Q|zhpxQaAOb0jV&VT?OT2;*6MO4ukL}M0>_On#dRr^9J+CzapP)@
zAy?fXDcOzb>V^>DMvbHL9CbrPK`K!<WO0i*E;VVPy!sSF)Lp0rz8iUT<6+~*S1K%0
z=!iPG@$%l14I#i*566wCBm!eF7H<`6bpf_xjQYMC=Q?hDAg)U`is{BC<HkaDL!_{!
z-pP%#)eRxQjcXm1W7Q2ci1UT&MwYr!@4NBzlYTbxeK%_9#>>Wyttu>1=o~w_v3W1a
zh7jOJyQA`Pi6E>7@%%?fb=m4h)OTZ?BeO+Zmuxi9jjhIw0(C>A@Qk>V8)MWBA;67G
z9hD>04K;}8zv>2iQuZ6Z8*4WE**M2{qnU1eW88REg+&VeMkhBK_tbtvw8r8eIw~KK
z2#mp4{5c`jNzZLh2}y%J&XIXaT$gOL(T(0u>2ut3)r|m_@o2ClCAXAe>V^=IjY3D|
z;p&Enf)r9WiZvVARH!ZG!I+<ovA!Ew;Aq<0xbd_Kixm0|3Rj!aLAtN|_t1Vrw8r9Z
zI4bKU0&`>t&p(A!SD|j?`fdzzWF8mSwcnr{2OBrWsT(5Y9m3H;O58Y9-N-R+OmS51
zqi(3dSo{QaqgLH0@ZI?RCO;b^d^hsw#t7ra8Wk2P?+}jT#vMP?e#5x&tfTTqiNM=+
z|ErMd>cx#<g(;B(9D%=x-`Z)=hjGS-QR0Jp2*+{Y0Ck|)I55%Cx0^UXQ#k*t)*GY`
z57ry&cRt}~V3=nehj1nv(@i2arQRIEaqQl+I|J9V09zb2w`oDZLM$E?d|iWv95qId
zP;TL95*Mi-hj6ADqvO?R)EvTbjOM6OIZ{yQs5xAX!a^*5Ch$CjBcTF5QTW0#dI3C2
zLGcOT0SZc~0NhnUsVe}tZ)ASV22L#AreHDS0redPrL_ZmLBTvj-JoEu0sp38jsfpc
zFx!APDVSxz<q8H2xL84ZE?}O5_SC>M1!b}VH_lX0rceM+0+`s^7lp;c9y<ANN0f=9
zEzazs$Ktz@^{QPAtJ$57#lPDCbZs|_ZZl532edt7)M9YYk+sNU&1=_0t#(**4eo9S
zmt%0X4ldi^u6A%)1~=Ei1q^O7aETAQS}%(Y`ecW-z~Baxb*;x*YtXwptQ7{gZ9Q0j
z>#;T)^j4s4>`{Yz(ZMws+*$`$Z*YI2$}yhGEH0x^PQP_n0|r;&;M$D%d<WNJa8s%B
z6RaTga9ExZALFp*8r;ziF2~^Zad6oN*PSYF^;8xZ^e5|pUgn`I4EhzIZ9a+(ZUb4*
z_gGsD`hJJC+2B?<xTwJ`b8rm?SM1>G4emk*S8H$~;1X|T*n9-c6ZRnvYnx#`fUJCn
zzostRu=a3RvkdO@C|IjJ)&hfm9cUYSp25W&T&}_W)xqT$+?`Z8!c$pq&{Ym=t-+N!
zxC(<SaB#&2H-ReOmBl2FlC>E02#2-V;0|(dQG@H};2I3>+qF>nD^F#cLB9)h>s6Y!
zEb~n2S>nvCrhvgU5;w_IO@q7F;mb9+8y#GZ!Cm9vvJLKHAE({f`9LH#@QJycXDcv#
zrxJa?hmIQbk-m7i!Ql3GaP<b))xp&o+^0=`cohcsx`Qh=xEOGWe|qIwYaSytIII;0
zcbkJNHn=JWmuqlk4lc*w3LIR(;3hb@Hsj7n2iIb7hd8)qgUfPo*+$>@Yy6P23@+~A
z3JmTg2bX7XQQ#8KdKIVMp#Mnp-#v7jLEq?TXfe2J99*-(UF_hZ26vu=YcRM|i8J*s
z=LhX&k8$|24Q^itmt}B099+QQK7ZWHgx0%v9E3bbYX%~5f;art8^K3?KJR+iJr1tI
z@cr7s6&u_V2UlQl^Bi2B!A$|q8PlQ$eTvVj>*F8RfbRlt^l3JHdv)adC-~TX82Z<b
zLF^Dutj(a`2HG@tRey(y1-5Cr*HY|bZw$yX=v5uX=BQY<p;uAt5l<|~pfBwxmZM_1
zhJFskuJy$74EltQV&5WI#8zPF`%*0Ai4_}k*N$TARjk6$-)n@}Zk|}JK|cd@Qc9{-
ztlrS?r`T&=*U(_lbsfbft60>~%PDr3C)RAx7j+anK*d@N{S=DL_r%%^`tXioA0Swy
zB(Pn}ttZ9&aVg87+aB!@+k+~WZRpLQr#Qy^Xh*TdDwb=+Zl+l0W6ale6dR*r1x9Qp
z#cI87#IAtO>?qbp#B>>S42k(NPUzC*fR5a6Aau-=>p3S2kmw#`{&cmU0O5E*xufKM
z!6R0CPg9#boWCHs&%x!IhIEsIYcP}P>l|FY!7X%fwFWoM!BrUCX%4Q~;D$Q50)soy
z!Q~lT9|xCfa9{sj>PL<Nw*s`oe73>8=-{#pZmok07~G#6oL$lU&cWGbO{IggYnw$5
z&Mt5+0M6e3Wl5XlFWtx^+TMxn%8v$xB1>==yBsgD2sSq@Fl)_!K$?feqIiMCP?Y<p
zEXhGqs#87%=a!~Y!}(X*F${l4iV`c>tf*_L;aHkV*Bhuqcs#4REax0Y*Co_7!RiVd
zT_aNIs&#c)&ix!+1E`Cy#}&VBFuD?tq=<2xt80bfd=8v8MwVydZ){#B=-pij;4$68
z{Z&We_msHKHb_ln4ZYJl@NBQz@+8TnJ|&b)Ip3$Sy*e_ZeaarmltX>WcSr(D4liLF
z^yB6KaEjavq6S-LcbeS%6`VE|e@E0Q%0HE^H|SVLU2_~=mrz&d@=v9!*46cZ@oPUv
z*8uA3T>gJc5#u;l*IHZt;IuKm2))VW?@D;(?@0Wf5*^E*-kI{JygY=^^7kpBWXkzI
z<(Op3XrHo2GUZU8@*S&Wa{1#WeK~0UaWwyyP-M!M)=^-<w^;li57DXh*yCyk3Jmga
zac^p?p2GJ$xahXO5{<npaLQdp!@fe41lvQEOUye~%I|#Aym-Lrcw)hin6}p3>flGA
zLg|OhBeBb=II^J=J|B3zL?^Q;3RgdG*uK50Yi01Gj81&VD<59J!WX=h-wEHT9^IWh
zeO@KuB((@+BrCGy`$&0v<r2Kv;_#*Ld^=uibl}?O@xxs4mtm`M72cH8L~t#CWGjB%
zU$$@8sG7*S7TruB4!-SrD+c*xuG;bHCg7OV)mlkj`TT)UWOL}7<`7=wqr7UlI{5uA
z!FETQPC)DBS*!7a@_=UeoAUP7?yG6bFv4-q6tc1k6!nTBd6e$Wz_Wl)g4g0!_j-dl
z!eT0;dE|J3csh>nx4?6w&4lAw%@*B}@-|c;Y?w}IgG{^$vSMZgl|lhym-<9~lKdmt
zLZJT14Ym3zipr0sLe(nZR#9TRomFE$w0a6qBJ~)tyl&{Dt`rmxN0b9i;a4fY57!$;
z*QcD0R&Jc?bbCp*-mz<wBwM!=n{11}eu-YIqpg2Cww|Xu$+iX|uDESu@LU>-3269(
zOaq$~Tbac88FJRTFS`W6;ru&!w6ho?O%1GmCyw&%SOzGEAj(6u-DOH(w9IkQqP-IM
zBb%p`fGvQLaCD2z1tL>6gVfAKzVK&Sr!$)gZXlQeE^d!2M*~fq7>t+hW0~$Sn3A4S
zMNv~(A*zB~E0$~xlnq3{DAeF)ubMm{5u%>Syl;K$f#5I>NDy~OPl7XFN{1{Q5X$?s
zq`lfmr+8CFvfz70B7Q?W7T@wGk(IDMx}P+rCmzb+hc!@10ypQm-7jeA3MYuHIB7Y*
zg)6q)RKH|SzAowP=8u%ypC|z*my6SGxqXJt1)kWJlhnQ;unCntMa!?27r~98V5mAb
z6spPVrQbt?<Wqb2yVz2M#gdgvsZU!f%q*2ILE5h80eb<~yqdf$)hR_ZmVH4Ae|_#8
zha0<jN!-c(4IwL6ZH(}vEmUnBj>sorLzYj%{nbidf3Isr(UhZ(qZA_(qh61eB|RFG
zfG`jF&tx;h=F2))?PhbZrT+gSo0T6GAaARY(FSC66*5|nX0r+%Xp3p85sm@XQyPGZ
z8q{S($zi#PQIrm(rEy(=am|biUfnX~aiLotImsO>Ed|?K_mgs#+7UN)a+vDMV7sRO
z#Nd{a*M0rTT55vY+_ihrGLjij3;afl6bB2aPeAOWx*jFfo&U|g@-2%x`|}$CyYuSY
z{&+=UFLslyXCRTFV)RD0J07oVW9L}iKQ7sftPe$+L+e_)@ZE>&TDpd6`gT=@zy$AA
zZF_0n<IMYJ(T!o^@>PIfNgAYLN3AcL45S#F?Dg^B31um7z$E?&)C|jbq{j#)y?~`I
zcrGP$8yH&$S=K;DR;acrOQ^DPV~)HPOZzkQG97vY^f_yLp=Z)pt|4~mBPX^QYg47d
zav1gMtL>$bz6)u=$Y`}9KUJjYr@^13En9jcYKw3X;<z4*zjcp0A4}mYZXE>TkA1}<
zq@%AmwAgWcaD466$yf5H_ccjdN?(V1zOEIo4uw~q#~mbO_SkM3?Ozdt-%2}hY93y`
z+sy;L^fYTr)X1PQ7QbH9Ng282n^NyJKSA$Fsr5SclcK^&CNC=A5C5B;t;6$H&Zoq8
z9E}SwhEw>7evB2n9aFBh@;5t9%accBvQ<X=Q}zt69K1SewBw8iX7{tbc{tdY#3SYJ
z!w5RiSiE5+4#F;Z|JuusC8i1WL7X{%mCQr@$^K?oKz*wYzF*ZP5eD1RCGT(ViG|D0
zMGk#|$Q@+mtfE>^uCirx<>rd2F2WCX;lI=)uZ#DnY#C6wIST!F|Ci{;lI!v-gdY=c
z;a~R$<Cis<<0(keZ_V%Kkwt$B4?ab8(7@Kk`&PDOR&H*A2Y109Bix=9$XtFCjWat~
z3WygcS}&|y_jyW^ys%DId*qH@SU=}E9PlEApQk$<yH~dKtlZpI)x}Opr6_}UF_JAT
z)erC0G@<Y7Z)VPs_Nw6b6-&MkT+<K#4!AaH_HJ4hYN|g2!yuT)xhOg%cGPX?RX0f<
z_^lHyN1hur{^J?_lhyCLp>-c(W7Hc-GNPfu>q3#IBF&Z2oT?sB+8**HzQH>{!5W7I
zEB2E1K>3Zye&IEZ5aAnkk1FrUubTqLu*GDECbXE6x2NlhQ~Fh55Zb0(oDU|L+r@l#
z#nReuO*Pu%VE=zR0`>c)EX)I>Pe!fYzA4xi*cALMV^i>Re0~uSPTS=$ZLI^Xdwt4w
zv0wX@n?&!C?CDFgYSQ>PTF-^cc=K?up2asBqY4xN#xWrsRVEW<$gA3<bXTDD=aGG`
zW$#{ZD(Gu>7>-y49~SUW^u;O~6tbXr;Zvi@)XgsFJziKM%BQc0KaOQ*q;iW9-&FAi
z*;@<rftLib?NhHx{#@!Wmzpa=-Rr?f&u^@^57mh_;fz3d`lOvmaJ7HpY1xfhDmTt`
zmV=tPNO`SIPX?x#9kRC<Q6_sA(<jH=5tiNa>bBbr$A3rmMqB08Q);VskJRoceQW)|
z`%B~QkiJQGx|uTR`x-(?>3j5JFMThdw>RnYMue%Td8_TzKC-zgcsDZj9P_>hxvTa4
zPg7A+`lO(Nq?>;aFoW(0c!E$jp}sx`;pR}}`B3CF@@+j|5-;k?$;5>~O|6u_e|N6e
zG%2ywe#Ln7Hk!kvpZs3I{ERg(!bwjHXQr6PW<IjyZuC5>bQO;$o!}o6K`(}LZRlI&
z(JL6SzX8$6me%1~ImMrUA$z93Y-Bh-^S@a}+LP9kqK|weV=3m=%o$#H%oPgWPjoBz
zdDb7(U~H*SkIY#I0Y5JDks^<=r&#ySr-c|W5^B^WB+^X?Ycn)$2}YpY=5z!akN7GE
z&xWrEOr9wj;gfv#-(k+}1lT?bT8t83g%YpFv~vX(bG73l(W>ALFtjT3kqTBwd9QU@
zw@twt*pirC@Yb#Z#efj2WmlpyQ*NlLW#d<(&ljm>|038}MHFB8XTZ%0DJXqQQ`e_Y
z4KRm&@kmm*OpV?ZljhdGf&uj`K=%6}d>3EK-vO!?HKJKae2l04W(XXy?gw6Wux}eW
zE<)X?3a*vMeexVp9%kH&`3%L81V)4Hv24-i^?W}=A!%xoMo%yfP_tF?2o|2WH&)iZ
z<Eh1!6sXNyb}v350f%Gp;uf3leJ!foLv^%M91Ax0Q(=?{7FE(kqUzNIo2YCC>rKs+
zCcx3AUM8O(Nu87@n^F4tC=^JdFOX})dW@l`FsYWO5hqJ7&^jdZk>J|aBeiWrY2j@Y
zj@|4RlXpl{-9lO^tygYb?DWp8YgN_Ve_wWR;N-2CE?sjpT!ZVlAIe(F0gkTb8CS=s
z7h-9{FY!+P?sFiCm*_{jUxY8hUmdJ6h5J?a0EXf_ImTBd7g|-wE3}K?aOy%kg>s>q
z6{gUj6?b=#60^_o7U3=}Qc^~rS4HRjj#GvD%Jx2)%Wp$i5hS+T6RQx#c9aEz@||ql
zm38e-!BkgBgNU#Ts|r=i;2es)7#hr;RP3L`B8iCUOw^mi7f{|o;bS-kzVixO2YCvc
z5KCfZXNB8v=Ku;5%R7@E!&O?6<_if0g@yzFu;Ta~K8?>+Vgj#~XHAkf)@R)+RCF@w
zBR$u5Y!^*(!;aVw_SwIF8`{Mf?hD<Fn4aaM2v#FFC*IwUDZBOVL*8bFAHH`bw+OYP
zcZ2cN<3%g=H<6NZSU__!(4`M1?6XgGynA;Aypu;Nu6KQY<9j!ulXov6BADBucYFEf
zo_p)Zz1w;ic(hVAlHKHP9KE{{CCZ@DeqKZN*gHMVENTUn>Z<DiR8Q^B-B3o~XjoAt
zmWmZO(Y-Yk*7Owhp80ML)l6ky59PSK>AU&uo5?Oj(x<+UFZCv*I1NNK#QWz_Lv=Iv
zN0Rv@FKcUdu2Zu+tcbVx><h?V6TE}wwyu!w><*f5T5P(rlACNFR~}`QkJ<|Q&cS93
z7gww6$fkPEM$giEt|<{S3}JD_?!u0yEQzQsBbe?b9%+UmwVOey?w+#<-DVu!=Hd8~
z`N;G;BU=(|9!^ibC#>3@yq+PvL~nK4^G8M_lMHciU$!Tu{3@9e@G0fVln?4WnG2FB
z&-j!v$&~AU>$@ab9pk&S7g=?1@mFsCiWTcZnY!qxo%C2{pysNrI#Ai(x9r{4pJ6_O
zMJ!gCI!E9#-FsS>jR7l;$x#a!@QHmZZ6I+!|1BZih!FB0QIb_btPZzjWHtr2SGF(7
zTs{;cIwE8}BO^j}uqDPb3W3D_stq8mCh(qPHZ_3gU;}!POh7(rNPLQal-gatiN&71
zXmMNOd5?-~4dfFl_a#W>6E>CY;ZUE3q6C_~A@ww*Mp|zQz*$C&w@y(-YpKe^oM>;P
zPfgtn)5ieFbe1ypwoIa_w_##kB-3DJ>I1O#0R4_T7lGE@^gF%=TDv2Kfm+Nrw&`fy
zM`>oZ(;@v?tC>x^Qb&okjs-iIq@%$j0u)KblI_`LyW`*9Wqt8)zp@_qw@>*9hcQ%>
z$H@Z{XWN!zhuUP0J8FITO7BSoc*|QNQ{FIIgdxJVXN`vj<0;u2_!*&5>zDLow-;z#
z2t*|KJ<in$o7loh0PtiqXFig}uZ5dI!>VR8d>^^K%m|JE3B7M*%J+PENfhTC)+DK*
z8QIaa5lC8$uex^(w|v*oBVg8uO+tnoi+`NW;`xG4G%A*SaYQ+bLkK*GS{3}fbx)v=
zEzh**?kHTKQAVGeGLrZbk0VI(pb2V^mAUM0pkl!<@vl&j$|%3$=OPD*HUn2rv5oK{
zEL+n|)5N!fRLqu>6}u{}SWlQ|C2{1cCw>{KF89LccxUR7T^fx<>)(PB#`3}L|Hk4s
z)S&0Fo7RJ6)RGbhqpTZF`X%XH_F`j2o`*`k!ZUrTh};<OSAMkkabj?DSr)(XDOR8I
z?szDKBEbr;iEV>raxILt?w;8+Wh>EY;1Y2FMFa8jJMBY1n8)w`{E8j5eEsT1abpWQ
z$+X+$k%`>t+2R#c`96>4ww@Yj9ESpL3N+)Ad|&(%zl8?5nv|#~A~IRTzP!z#5oqO-
zjTz-3Dnr?_ouh26w$nXr2T<Dtb>A{pPk|43d%5cT{Yz*dT>0Q#>9uAi4w_6OzhGj`
zqIM3xC#`bNBT*y&_pkBQj~b8Dq!*WNN9uF816gs|BOFn_2W+8H*pA|)W6Qh9wjyx0
za*=FX{^P=qOh*q01Wq~@$0lvBW35cJ9Cv_2t@MG;3)$zCpQzSSXfDG+h$Kh)lyi+M
z{!WIb9XVCwR9hLZd`)cMn}Xlu*bb2m%(3o#wIP<W*|(c2%g3wUk&bUFmV9&UHRv|K
z8FkHH@b591;oo{K>OZCUzr(wtvOe%Jm>GWWzs5%>JCb9@H%FJ7!R3Ef$o>;-sqLGB
z+XGmsn;NwHezq=NSiY-8{;)5qRWH=bfjh4Ajb!m_y8dckn{-fXddV}bhXeeuKa~)R
z&#RJ_TH7Qu3bdBPe!-qMtlW5aDJ<(Etk$&ck8cnL(NoQ>U5ug1ZkEM^*N>09WO2|q
z5Gp1_K47Q!I;K8}!!RA$6g~icWV8+l;RR6i$Xb+s`G~J^dQdp3!=z&NSKhl~4MhUw
z|G-bU@tcl0-4owoY_n`#%J+3*JK%b}CoGB~nWKqm8-V*fMp)c1%-++1GneD(fHB#<
z{4_Y1P3OGJ)S4CPQm@Z4Pk%C(9SD6UfF^XHG8z>1=Q<&=&T+0sX80_Ch7&#c>)_?G
zZ6vYo;%wzIB6ztPa|kCnVz?isbs9VRAxXSvv<>^1kq!FGfvsf-E|=2Cd)FHng)Xno
z;mR+v4zURp?<*4~(R~$;gMc6yTSufsN`zoo@%}%lHJ<v(NVNSWGBvU?g5P1o&yZz?
z*CHcW+NsW@QXcoEDa7(!szq~U`!1adYp!)Wx0<f`ckgpBKryt<;)-$k;T%6*kJ_TR
zNV0-#2oWOxL@8UfHzTmbeqc4Zq{>SnAa&ln9YBV(hcH*dk1dAOfP6#{tBHt?>5yML
zmQOjo_VeeDSd|C(ZqdLv@SqkGt0jrkG07!)*j`e7u4B!jZmUoVW0x;%;`&zyqm}Jl
z%J!DeK4qEm*|$>`7dp{@qh&0~&>GS-)#UPONepxRu+$B;>LqedamuMyH~fN$^zu3p
zMUi+8m3mY7K!ldjx_@Wi&;FeGAX!~yyCxJUe^Fy8H_dZ78&ayyp&vA$)r9#=nXMV9
zT3)R@z^%Pl%vYJP?h!Y&pQ$Og$@IcHWl!chWSYn7u*4)y07Z3$))jPqIDgHq(Kd@%
z{FmUw;`~)<@sRiYC<no;&%Gux1bXb69aRO-zo4wOT$buy0#EV<wHf^zp10;HlWog;
z`%IqTi{u;RtouJ-=9%-{dVoykR}dtgAHs0KT!76+8PKgqA!sIN7qMk6-N@l1>Bs4+
zB;YlRMdD#e6g#gTf{w-ibuF?~9ab{V>fxbh@>9I~b%YT?ZvYYYYJILcSfA&4D&FC1
zBlJ1XEqKJ`DF6FsaM9TECx+9@vr+NtEkWDm%h)~Cj{j0Lsu(s%@K-(khMKV%5pJP)
z)=FVbjb+?VyV%OqXZ4;!e{=V)(bCv$to#j?s^ImGvT0zzs_S~cnUmK$k1%?7Y36wF
zh>F$G<3r#vwBf)>CsJ=E$%E{^<(TSRA1HrSAn60}c)MG2A5ayn_S_(Ub)fA0P)#tx
zBL4st3ML|eYnvKOo4K@7ko7pgU2Ecbl#dZ8&`-Q3JE7&*kyBNj$!fQUIMS`Wr=+{J
zd*UWteMHF}sYJwET2IotDhf`60$VS|q3(X=)n+gmLZ(taNoSXCWF5q2g|`<P!en|i
zmVXWK#DAJRZHeSHid9Pk3K0x4%JDI&7DylYjm!iFE7U5|@!Ng7(U$u#^m|(8V`N)d
z!I)fARq_Oplqb($U|nTIvSfnfi`Y#AG1k);c?}|xFh)Q}@~@Ljnf*aQO#sT|VIA9P
z<;IY=W3%)lZI?@`kcNs-q)uB@utMDq*2ABAE?$qu{IDu`OU05~0%csr)@R7qtk7!I
zO#WSq{rrs9o*}*%07fE=9RH_2@Ua?iYFmZ$;ny)ViKsDnG!vOZTUEhZE0)|U3z1t#
zT{9q5ZJe42r}*SpO5<eAeiDN*0^=#%t(EbdNbojLS7FJ#y5wT}?ea1B#!#|=ugA|c
zmxBp~>N~|-8|luighsu5SsLq{o+SPx6F8oab&tI8(9~_ZUA@Y+p1FKa<VBLk!<h86
zp*%O#$SmNmLJLqv>h4#gz;yi9K0>fdmlCU`d_@K9^D&I*J6ZI7v&E}`!oT*aR9a4S
zv<!om)+<<m*W$s_iNRGR$A|QsFY1lxxGJTNZy;wq`4s(jE1t2*@n9>qIHg$B5nBy0
zonX&(#-EiO1aytRH~R;Fe68{+Kj65!Ls{rk-b<!T_9;)2veWJV3Y)l}(Ejn<(o4V0
z{Jy94ooW9fsqKHGC$i)A?~A+!k>vJ&P3QIxlx_bN$U}1b?}e(2pZV#<-Zt`ZKtAf)
ze=s}3oV!XtY+eJ0-v_)FjMe(aKslIiz83ewx}!pQvqTGSWgL%z&b~no@AJ9_qUJ??
zif!zLI&50>o>W{@mt;;V;Zax8Vpgc~!~UV_-KA+^{J2`?bIV?)0{l{nv6#0b?}W*|
zWe}&m)w>+=S$@2&X^R=h^bL6WB0#*F3mlEF2}$}MdCOXLo#YC0Udm(6i;qX)48n=U
zKkLmA8h!~8h!s~cIPXUdBMN3y6x1sfv_YJ>1VbD4glsMpFTdRSd1hAFzM9~)#SC44
z<Fh)<A~UV_=Q4nKIhla&#MBY56h|U`@F&YS@GVk|N$Er4KK-sRga-0yiws}GuWnEq
zAZ2HQ%n?I*(81a8Zgp@r#-Bs6{T*hDy9?ch)n^^}6;fky*4s0o&p6eFRH0$B5_@Bs
zy?w?LFXrd$9=#lFHMp-(&8rODY?Xri9`Pm(=^T@UPx@J@eUDrYl!##Nj$%!2<$JNK
z#t`X`^62!F=A$%*ccF@;wDNxIJQ35%JrO&~i^xH~$d^&C1Wo^cC3KkBPQF4;1i6Pc
zrh#ndMh!H-4|q(*npmRF2`8RLoa)Vkc-=!gE#sTcUk1xl@XB}>otD5q$<0uv)%I~1
z{xRyec;dSG5KoL`2gA({9pPJKgnz1H$x{Q%yUPfUuNP*9c`Z`daIK*Hf>8Bz2n3&@
z^H)pjnDPwZ=B75&LVGeIxq*U*_c95StAdNMo{&+anUVuBd|E9ZKp?T!8gYGj8dHd;
zE8_zz+b3l%=TjNo%gcG*?B%U$8Yt}o_vgx?W3uX4)pV@EK2Gc@7JH$=-b?Hti`9M(
z_y36Hh8uid)zsJUUP&w~qhRgUz${`vuvpm`LriB8+ibC@BhulFB$jiDP|cEOP|M?}
z#Vy$U;3RDIcs(IU7n5rHU%+3jdDZgV^gQ#0lS5M9rHJ#T<#4kj7Ju<Fv_(Ar_KW5n
zmO_mwnk*!YZ1bg7@N!U6(Y%R;fL}Drq01J{nJA{#!(|ubDVkPiips#jdV>m)8E!=P
zCY>0T0mVA}i%+BJlUbfhZP`Za+GD*awH`f|y1xfaD&^5+%6G_Kk`n1Jl=YWnP0?O9
zW5OK8j1@ETi47AXXy(<t@yaO!aMgTZ5Zr7szpZ2Dt4$544xGIG70h9OQSKmK2V(gw
zL9oZ-A|QZWMou#;+q++Tk)rw|thbr&=~Bt3ybZXesrf}MgE%6BBT<wAssXQiO7l1$
zvt}uS7D{#{lhG1GauVFXvj%HI*r;N3eK`HU5Q}5uNiw0_9(dM!p?FYwE~+4GrcA_F
zFaVZ8(6y>Ma40VZuWRYUDRYYe8O=4d0qmTU9?5E*`55?l#8^yw5nm#8(nQ?<C5`xN
zsV<!&o`c@Uk9apSnTY?%Lho+t)OlK`BrmO{esz!(-^WC0b+}fl7weR;Mmw@z>$6TK
z>(14j&gI<IEoW(o<<erNye#EB*F+si9W@_T_)+f%Cm|(T-iAQpGi25LZgMR626LR)
zgnv?&a8>Y?bwyjcRV;bs*lVyq{K}|nGtpnZf+bf*a7&^ZVn7yLgN^rBW?$P^Nk0dv
zwG^0K!JlUF#}kjfomHBpDIVP}wa~=1%EUE@E_bfKH^ZDC*Vqz2uAYdib^prX8yS^L
z-sqb7OFpR7yV$5msS3FVgl(G_Kc1jTE#zCI5WPZv{n8GsxA?4!$f|{GH<gn|Q(m4l
ztF}294p_4}nT?>PR_FE7eP^ss^(ZU)OyDcm_cyyHL#Un83wt)YCNEF5$r|JOqcZ~1
zM689U@y1*Kba0f7d^J!etPQLzzONYgb20F5j+Aqgc(Xl^e-D(x-WDA}*mX#Ho_WJQ
zcILH=%^1z|@VUh}dJBZmh))b|EbEO=?E80VZA!sc0zNrJki4tfj?T0Vxrj$5zK>#$
zqyKD!bh|g9uE+GUdJ1U4c6H}Ol&`M?`7^I(K*Yaf0M*WEk#>rOyzO3mwR@rHyilX`
zkP6X+LfXN>rRxcz_p>{1?pXocGKSVIcCr`Yg&AHRk<%8NW7HaGWmny1<~?mP@A<T1
z$*29wc|L})ITFyuBLSXlbwE$4Y(@uo0NDGKGvTSof<7_WEIYb%r2$4UT(*@jM-rPs
zZr5=`6-MP^&t^xze;;Kr61W0|P>VvSnuWuyhYq4HZ2S+w7&7sGR0dSr@+#;A3w|Sw
z<uUPoUG_JOiENHM-`I+_+cZqXVv^SQb@Nf-YJz{D#3N`#(DDa;<t=Y|$P|3^BA;a}
z9`3@x3d}I#vqHo67az(Fvc~{K%>eRfEBz80<IhpvKZA@qoh5a_-WKH1FRd}=@RPl3
zKPj~Iqs`*%nvtkWSo^Ze2vvs_!te85BA{Tk*)<qVryrRSNHlVQHdFBZkCG;X46$*e
zRhvDuYW-<-jr7-CAz`ITE4qu;w9WK(S3fSK0wKxfU1P>SIjl*F-d!USLbdKmliaYt
z7ej`JD<}p49;#rj1Q(0%MUej0;IgjnIy7|^BeD3eo2V#Q5z^m4ca0Z`alDy1$?|y7
z4FT9$BZchm7Z8*@<YwcHNaiwZ7oa&xVzObRHk6c=t1zzvwjNcZwyB5lXZ~Y?Y(`zF
zZ`{St#1_dDYqlvRNyFn>%bMv-j()G__e1o1Ex-5I?<hgsH#h>NRjs=qTCflmO}7mO
zMcxU5CzpzP1Ssws?S|4zaKfxhU?~jfilUO3QAA4?xceQP&Hf7FF3>rKWNo>_RBVc<
zl(^%Z$?Z&^2^oUwa~y=kmFppFO7Q+?;7k*Fejy7(leKgstGlyGp6j)F*{O)d=P-OW
z@Z{<~6~k6yB||sW{b=%W#%m_le?Ca$Q1x>$pz&}V3fW%-BfI9F1|P(xrla?=RTI3G
zQSeEL<S+nTk)X#Alvp>G&!J`G)d(G3t@p4h?3)iK3+jxp3F=*-Sf)oI@Ak3-*m3$F
z>a;XXMix=0_BOxJ_JeC{avja=A*6eLj*e1$V+ohgDkgBS%;I%(NUFhbR4Me>E3Vxg
z2}r_R)A;}bGz6p$#)9>-9OUEh>J_5dNWYIEKws&C(h#bQ35L4Gqc$KNQHK2D07R%W
zjHr}B1Y<jw^ipQJy_GyCxt&eP{LqTn(AolRGAH@^5X?!?H?myB!tr?NbcZ>~AwZe5
z9!qT<pUkGtYNSRQiiEXO$$jNPlib7MrzF?I>>1L-15Cks!<H`NPa&A}884x<yhO)l
z+%1pU9@WeE3_N0hKlRA)PG<Z_HfXo3z0UTl2dwdy6h(2#!5xZ%Z>H{06gLB9isJ5z
z-J;-Z)*DSZlQ6flegUQI*Lg5bcw)FHD;a9%2PPhE<c>U#njhKh&oKPnriQV{;^Vc~
zSb@d~SQ_R<+MI>_(8Ch6cTIF9ZiypC=Qip4g@)t5<KE_SqdX?3%r!C?udx^3(8Hmx
z>w_LIa%wO7wW%UbuB7|0pZv{B?&<URmG^#}2(Bx#qX*F@!7ri#C3Qmazj|6Ss3rM6
z>|*rdt1xpz(o)>+<Kj-A`TV5YeGCPzqDKFxZ}%ND6E0Jg39o?RdAIwDv!zrK0PYy!
zyZD;+cHhN@JE>4awi}lDop1Qvfk$byjZ;(aAR;_@xCG~RE8DZm3h{|W%7y5pnrOTK
z9C&Fj(q)@z$X&ApiJ_xBN;Up!<XGr6-CGkYiqXRIl$o!-kX9`-m#~~IN${?z{T*Uj
zFdh5(0m4|5@@`?_AH9Iy6t&5B3->_Rqe{KIh5LA@j&^vrFiXoBb%#qC)IqK@O)%YO
zJ1Mbu3u`4>j;0+_Qge)-l0UJ?jh02op`@hsLL4Pn+j^c(Z=y_kCHU+TTuR|oCR~Tx
zy=h&R`ocQ3BkSHi>qp4CSps-F`)n0eh^VUC-ng!+u6Q5Oj#_`UcO~&)3bOY>QF>Pr
zA5iDTYR-9*ZisGysIH=_%pGnyUBT^W>A8mYO1hfpl(};?al?#sWqt}>?Qk{mL1a{R
zhs`0DIe$=R^s1wG`0&|_cqj^IH~M8R|3!B^9zj*@_CyF(xYO0dk9T7uxl?SJwQhv7
zH6%)>CwBh<QN`lNvPAVrOBpIr;!P-*Y*9d??z7KNQTW!;p2CBv@P^I`C+;T-6PI=-
zJ#es+&Jz*}Oy(Hy^TCTuUhw@YG2tG=D4!`*bQ0+!4f>81YmzbjNzcBQ&wc^fO-Jyr
z0>rc$54oi}p}rt{_{9;&yEl&_&h_q<8Nje}+=012h?Hy{y>PFv@6fx&KKmN78}Cl1
zcl&nqZqYPRDCIr6lXs(1dp8&ZyLWN2w{LFvPI&j)kua#0YJlV2AM@ee)p!~lKVnY|
z2*&543w-Z>FM@9FZbd{Xa+l=YCBC_v?h*DK=I$h)eJR<EAG^@Iw=lxQOZV`-i#fUL
z+R3{gAoFA1{o@GmXfoRG{&DZ_@Y&xZyYX%TYFGkqItj%8`Lm3`?94%%u}R#$=fE!b
z{&O7I)mivHj<-`pk(<l2cf#8NzWFnD!rQjNUT`BEZ`V$Tx6UQhx6n>_n)zwA7ww8T
zTwn>RQ{EJpP#b@4SR;57lvr^?S!Nqt${voj1A~`;33a^hX4zfIE=1CI0YCGlrb4RL
zX89fL{_WHy)E5T9mKOaFE5+;%E9PB3dz|d%^5{(T{pgaDFQI;XfgROki1sg`et4L9
zcphcP)I-?x66#YIVj!Nz^kb$Jml7$<(bBLNNYF*pMr|2Ed^hn(Go+VL$!`ZrDLWk~
z&1KZS=&qgdylR?1^w-m!)8T>{`uAs4{?K2;UO*=WU6LuKJ|#XqN#=Z?@@z6?v`_h4
zGUZU8a!WF07oSp*O!<thN`0H1O!>q4et>r{z}d{VvYtrR^v^84+ghA6;_;;{r(~8f
zPzykAwr2k1o2`FC9|2`?OzNeHac|YR**YE71J{|7ZnjQ<h)yUr>x2R_=4R`0s?FYP
zJ=_D)iw6?@J+K?W-X4h2Tb)2kZtg{k+Y+s;8*mJPw}6bv@__)M*=2s#Fmv2jYNn&=
z6BwYXdXL(}P@C|HGQw|}L0h82nDS;1ydevNyz>Zy6iVRrO2$H8qXUk;hp*r}h<-Nq
z1kkkFtP)~i2PJ8GO;<3G88u`VIi|+DcKa*P$@j5RVI2`FA9Lp2yq#nCp78j3TRzce
zFW-(fe775_@ARP>TpufjTm_n<#{FI@);f>(aa#-NXD7*BtYlK)&jO18T8|Y;bLY1o
zkoL~+uKd0ecYe((q(jC0zdOH3pI$A_U_To-7yIPc<WArDT|SV7l;Y0s`%><m?)(mu
zhP1;wzj64*AseImPrLKm^ibOM&yMc=E>A1=<9B}9q|D_>Z*4ddYr`#gV$#gbSO12r
zhJ`z=(N^4$?S`(vxgopwTy)u;Z^-^_gF$1XEX@sB(bm(`CO2e{pf>+1ZSoD-Yq80l
z?uP91ldQd1Jc#dhYYZJZ_J2s!5$4tN@O4KwWQ(&|E&g*iWRHT59p8}c<5~I7-jIzB
zKvHnu$sN7WUwHet9dF1++Ny%wEhdi)cG#G$Sn__L>;!|vlW;zGZ!crN#apl^jW0jY
zzOxTf-rY}12V{u)ziYNKIyt#XTOK>UWBkARnyu+xrMJNI?`(7y@#MR<!w;}+$GK}e
z0LcHqUE9<aUf4f{g*8Bmg~NaRHt*pbZ}VoMx5p{(_%?PC54Z5c|1GRrClJIn9+{}1
zCz*N%Cn90x#!fOU>vM}*v&l2y9AOYW)w#Xo@rAN`8(n&v*Q$7TKkqhgznjpWdSKeM
zDf|QcNV?6d>@wFq?kisTBZs|Oo5@>$MCff^e$$7Y-4m~2#$?&_HgCY}sh)k-j&AeP
z4U-7(f!dNYeUo~dS9E!oYSl;CnLh(pn#6_7WuLG=(Uf@?YY*L*3$DcP9p`YH_ZWbN
z6BDhsA;-bAKe1S=d(+jILPX#+P%6WNF$L7vF;kYrdqx}ZOwPN_I}X9grWqBPXLeJm
z*Iw4uG)cmrm?)LPZbpBAN|Ag!x7%6vcJ6bScw)_KZ|6FtR`G=?6#sVauE|qlOqJ&{
zP>xtD&!$Pn7|ud@HQC#_M~Ex-b}mUKO7HgNSrVm@qpIVz4vX4<Lp*ULd^AN%dJLr+
zIvJWqXZ|h<ABI^U4)lG<rVp!M<-v<s{9aM${nGcLxlpI6Myb6krB;TQD0_`00FR`R
zn4g%F&Cqb9^V$H$FNb3}jH;%N1<>@AvDy1};*cBtIq*ikjv!U-&09(Gu5N}Hj=ATm
zms42?UV4u0?=JQC1GBxYtYw9h1mNi8Znp{|Q`}Y-DZdWA+k?9{Ug*ntfib)t4mil0
zz=PY$#A;3DZDs25YHE+YrFl5FmDM?^jmLjxD^l`p<$mV2a%QJm<=$2vuN6phEVpUB
z+se<L!OXGF+1tvr>SgY$y)<*)72LPRCnf$)=JGid|EBOZ$oaRG9pA5NV?Ich%gNGj
z5&Dta%8rIn(7+Q4uYQL)UeaylMN%zI(?EA&Z!3QzZo0RXlfpXCgr)7SkH%EYDu}B7
zw4_82b`4<H?+*<vA?_IKT9%Jwyq)J52zKu#N+lnRN4LHniIGP)(w>RFvm@U{FqXK*
z<71m6-{l?ojssuEo6hHwX@>J`Xbcf~YBASnI@;IdHJ1bePP*yb%VDx<*hnV#rt{Ab
zl0kUC8~NPn^cTwq-1%f1T)L4%>rc7q{O?ndBmd&?=1w=A*TXCr#4T@d#UXFBF8>q>
z9>9BdkHexub_g1NnWTIj>XBvCi7;onDQ`M&`gkXAI`0i@`s8x&MJ#RX8tTqry|v_T
z=s(&;Itp<f8N29xxtnbHfGGxpcg47jT?Bc(o6hgao#6xrNwitdfR1E)z~eMGoxlA^
zNY&gI%S^iIEd9q%yXpKr>I$qU-*jGnnjq`35sIS#;<b0v`7h#i$lP?kJxETy={y6q
zXU8|4?>r6JO}^=TAr#npDL0+>qZU(9rR`k|AyX;ern4Q-(^P&G!Zda@*1Qey#Ghjn
z=Sp6qdRm|Nk!7smvv}>ZQ`~g!kKlAN2-7mi?S48i_7+ftk1AGosHxP9U%J5dqj~1t
z`vy-WOD2!Lh~0w}kw5t&c<7mYuBbdHnR0JB&jiZk;T5*i<eQFF(&_w1Z#rj&WF-h4
z6`^mo{J(e6`2{?Xk$X%3BNv?~)A|@L9(dIEr(SeUeKGm4(NM<`*!EyD;IAA<td38&
zj77)0!;8u9o{~z(MUIa1sH5Y><hN6b9qxz?fS6uPKFb+rdIM`J)-`O-{_e!5?9FvN
zn3YVy^HobZgA}h(+Is@2+vFQ3*~oVO_VF@2X-#gE*U;geXp?7%qzoP9Xdgyohi!6i
zU*tlFB%SqpXH2Iy`7BT-L1V{tYLi=}O(vbdj?@jp5YXWay0kq^P3M9X3u6wnJ)4r|
z6t6v3s^dM!%)zqH7tukqat+7Qz!g|`gbVPEozdZA@mW(RAWl9vy>6!94`Lb-s;<i+
zTMgcbpoeE4g)u~dRRJD_OW{`#T0fdxp3cfKnA#kK76U06y(2O%#DWcn&Yz7Rdl5IX
zuf5Q7JJbuNWN?&<FP-m2;+V7!(UH--2?}fK7`dFC_gEz-@n_+KPT3QcbkcWc+^G!3
z<RmZ4`&!%!>kAt=!x-{ilHB7=0Z)U2l#L~mzV=D&^I#}C{pZy7xt?vy-*5`1?Q25t
zH6wG`Khz)e#FFyAAw8ZG9sLm|b2=V&@A%etNtZd^-R!e#jC&e{dog=8-w~L;@Djb<
z!s`xKoos#0NPP#kDrkLQg-Bb+L$^r-k|Qtq;(hFF6W=2z&}TU+KS)s0uRSHbon~`A
zx*u~F2}3ULIP{e}4w=iIK&ldtNhRa8Bgy?NxL~KBQd}$#_+eVpS1cx(lUrg}pSZ;m
zRn<NzRCRZ7c_xI<PV!CK(ErRlX%BZ@veqw7M!-s$3rc(}IhSr^n|9x_G8J<Vj2$?k
zXijP$c>?(UW4EyfF~@RXCe>~1Dt7Of^!W$TS9P3;z>%ce*w>=b7!lL!c_MZuA|lRh
z?AZ`W>h)Ts%VyKSX`~b7h^>1Y`x%h!bWM1w!DI54!y-#@M-a0g%+-F{ZS1>8L6`0G
z|J!b3e<BT|!)@#<7}1a2#{R7oyWZ)Zii-A=ZezEjf5w3}6uoyFd)!Fq=yV(V7-CP6
z84GwXlqQAqoy6iWKg)VmQ!j(<LTsno*dHAa?Du3Luk4zlU|%No1B>N0CyP5uY_r9p
ze-Z3`#5NN6&)miy`CBA4`8M|REMjx_A&BqEx3MQ7sSwbM^7c0NTT&~gVB(JrFHX(%
zCUEj?>~E0>=#>l9Yfwy`Z)3l595}E?zT?~2e}Nub)kRq`%UrvNAia~ZvzeLu1x+gD
z$Yjd=j!LAzP}TrhQ?!@OXfIK;7lijedmH;X?c3f)HvQY!(->>#+pNjAvCC0uAoVtr
zGYW<F|CQU=Z%Uo)a2tCrgXtV`@@?!&)+rP5=`8e=x3Q;#%hoAL&i;PQ`HZ%uPPH&?
zLp!p5MmMzPY$EH<)f_YyS;N}<I+g96Z)0zz6Ez)fW0y!H;j_i0TldMgv1>+9Qtv*W
z!;a!JbQJ$<ZewS<aoOA0x6tLzrFk<P_mltda6hgqSP(zuHuho&+d|gozf7f;Twf_~
z?>6?tj;wus)^}Lm{tf5O?>2F6V-IW99)9O<W8Wo}I#@5K<XJ<KZ$34Cfq4N^f?i*j
zv7dg}X*Ki)P$sMq$-ZJIFc%Z0%^hxI{}W2(biTaL!@G^$|26wqJ=JaOryzvB`bTeL
zuLPgW<o%n}+3=wqooO37)Blp&*nu_#@PD_lIrjb!-^Tv(7-^t#je3wY)=syv|1!j9
zd3Y$k^U3ZGZe#zNJlaZULt}glVgF>~kKVC9h%O~v#l@so+W&I&ib;2@FZ^5@0%qqp
zE}!m>^<&$hFZCVk{?`gg)=Iji>Rxlcrh-&`9AIzKiXZuS5&(@Nh7qRuSl<A^bqZqf
zgEYkA4-uq)DehPwy_Awzj&;6cogv0M-m(6d=+^by`D#ZWD&VG+wNstDGk2`-`9VzA
zW4!Y3SogX{kj)+MSeHqjaKk4l4O7(_nYlfq^{Ac^NA-IxzyD3YqXc8|3DWBI*+cRj
z>o-0{IVRu7{Te9lcBQ#veIfLkvBA4z9dd9s`@@NI?^qw~Fxk{)5_g<458ZaOr#&bk
zee574t~We{O$pu~4V<a?3)p51<;U+>|AFCmzGJ=O6IAz=I(A3`7m&}nW4-Qukweut
z$1VQr?pQw~Rh%Wx3t&>~#kyH%6w$I-xtGID$NOf(-izquG93sM%k(HTjifu)dqJI+
zrkKNunZnwK45TMS|CipeZZ3s^q&wCYlkUdvUr-RSV0{+LL+&Ib-LbBqzN8z!4a!)-
znqTHoWv_*(C*Ku4s9l&BuzUE?JJzGv+|u8%&coCt=?O#_7CKz)Eum3O>(i+7{^REz
z-dz95cdScGV1~){?pS*m_m1^NhAmyjpW0!@ccpYv##cER@8VItjQ{+dpPKO)8?;;2
z<_Rudj&Z3q-XaXilfEYs9g5<+mQF>n6(~~_xipis6OihTbqkcbcdR*&?T?9B91g@;
zqe`_##Y3?`-WNEpLUd)cR}-=VOR@Ox4#B5E5?+Io?5)SL*K?4=kMLWfXdUyG=jRHv
zTeL#{nzTI$mnAbp&SE^HycFJx`V)i29wv^l_`lyYlS<sL<vm|PwjbvGy1RWti=o`X
zvD18i!Q=9OcXcy}d^b_ArWJ4K$()PuP=|(oIgY2~-i}|k4jLlsusIc(*n)$&p1>+2
zaI_JaE&?n?RrrXZ_cQd9h5n95UuWna%l(g7`~ac9>(Spb^nV!o57>063clyjKQ;6}
z8~U3<=do0^pYf&!RAcDj5vV$j|9uU8fuY|n^8fPW`y2X1Lti5F4?Ox|hJLi6PZ#>u
zwE;W_i{E<$v$g@7?{A~)ZsAk?x8wiT8qm7e_{c`WV-DTEeFA@s7SC(Q-|?qqM{>m?
z_P}vBYpq$%ZypTp8uL)V7Tl!61*rv~15KOCh=nqgzLg(|C+PP3)vhjErae3BGWJE+
zAV=3n!m1Bea$H@u{2vo$zAw>RUrlxVdIL$YzSKLq-WMNDjJB>U>a44;qpQ}@HQCX%
z!qsK#)xn*0MdOlViE*5xtCyo|f~(8c!B>PiDaJBKSNkD;jE_6H3%I&$eXZ`SYmlSs
zen(faqw8<tqsf=8+oL<{dSj~}V}YaV5J%TsSC?%EUkGzjjQ<aJZvtIak^BL_u!Csg
zI&mB0jyvuks6l!1P#EJ9#Zg9Fa2po}6L$m*k-T|EGma?Z8n+P@6&DZ{!()AM53W&E
zB5wB?l&GjtQNG`=s{7u)_q`zF%>O&*`#eYTZg+KcRdrQ$b#>pqbq=mg99+$g?6z`o
zS(|wv7uR41SL619ysiVT?4!&r2g#6WsJHoyWi+3&*`ZFy1KD2yIxY%2FaX^!40>!7
zbi)AjGfF4Gx^ootGcu$Eh`tA)tGA2L`dk277sk3I3R)L{jt+zVI|@2F06i!SdSw*!
zpa8Tm3|bZiEet?E5n=dwq8+24pFku=0?!aMct3*c)OMLVBi}pXvd^DX55o~}Y~sdH
z7Q;uD?4nSQhT%qRPGrey7!18dnuC7fr=rR7`-PuSp3*P8)CO0CsT-VmDgpg7hb?TE
z)YVf)_7^#^XWt@;Df4k511#bC+X|07ncwyH*s4IBSqJ!_Sb$$p;35GouS2);QwiyY
zW;mdFmP@H!^~hnL{mY4$FWlCd;Qx$mgevJJrR*!NSuUtFZrBc>=2+CMZSlKGn8WpV
zx`{eKST4Ng52VfF!e0HLSd2H$@cf}&>}B2)R3h3d-{o(AjeZI+BN#qTtpQ~6t{EHZ
z1Q@D;!J4R`*$-&!I+Fv>hDD@Ot)`mlGjSpHBqu7ex6N^2<*q(qcjoc_H!B&zB`{ec
zXXu>2T1AaQBC)~FYD3T>e2^nW0*pFUmFRE(<;ACLdpnbL&uM>@)BbSV9xR|6tW|7#
zJ9}l0i}t^s)4p@GJ>P^7`t6K0Ij8+grVYDWKurnpzm;ikXQ?4M?Nd(sD%;-cOfoax
zC0m&Gc4q3H)BY%@{o%HKK}_3M*#7NolsT3a?(5|1Iqf?~+wW)F+ZkwbPWzWk8{z+t
zz#ig%OGCe%b%x}$PdV+Y&_4Tx&`vLxCeDk9Qx)`+66&m9Qy$d37_J!*)XWIiY#Y?v
z9Ioje)La#=`I1VY6r3Kec_XMvglnD&YW57*+!fSp!Wuoo=fArb*pMB=8CC~ul-c<h
z(&LWd5Ylesbtv(33~c)`w!O8%1!d9p!n<j|hC|Nw7zT8M8wYKBYlBre?K7rNg3pb%
zZ`&Mr=mV?`9-h;FveSNiv_0SV2-#rgoc2SU_J>B>kFo8o4K6sEjJfjb?zCS+l_mey
z2EW0{a_QgNU{y~0jOkPOx9zR`+KNqkYlDa9w4dy>A0KT$!?w3J*g2>D5U2g2(e`6(
zduxLW{*=SN(|!$xJKF`y<5*fNRX{CZ)Yc&zToTkA5w3YUsM$SSb4O6KQMjfmsA=CS
z)X%v=&4=Ndql21-;hOz}nuo$QTLv|C;hKV=<`UL~57_eDBwjKb!6bZgrhe5yzhRNA
zE!E6?9sV>F8Pi#?B>?f-7OPSS2E1baf$EvE0<7pW-Uo!DK321_2|CW%3_mgD3)U%4
z#dyRHwgQdoHfIz4oP_~L>5FU)lqs!XKh-rtMYRx5VsHf|{-mZTH}9+g3~3k>&~Vs?
zVAqypyp5OPk)J7<Uo<S$E0KC$SWeX@1o0HbKXU?}^j7#mYnISi8;tm7oT3w!K;v1;
zh_aUPekhi6MR8F(zfBx%{E$T`%XoXBp)IqmpFwM*p$%K$=fs5^tGsuC8b4S4CBRJ9
z_sUK9TP}1*JXwib@O19!f*xz)k0FKdm>w73&$h_21qIyo(zfkl4gEC{F`G8;eZV0x
zm|yEfnT;gI864}s$*?MRp#X85IZ7q<$DlqGvyCE|YI>g%Z*VtWD6a<8*MGpS@Uh&|
z9tGy+Lc7z+?2}xyu~9;<NG1#}ea^W75m^30EYJ=A`|(A7R?O7quNi}OeobGrX~rHa
zGw#iWvr2m);>Jhn<M=qZ{5F?TACif$5HBfjio-DCZLLLB@f8J-RvV?Y@_n*|#JxOA
zaK9h=!DqwqRkszvp03hpVpP)y6qHv`m-c8y&!J03HWpGf>(`Nl&{87Z_L{OD&iB+b
z9mJD3c=3r8W=Ua^b4iOa+z)VoRv$Co<AwNbzI0wV=~{XP0YttMHRdHfG{o0_2q}1)
z44&!?p=Hye(fWjqU<{{P6vs;wMni((L_8+bi2}c1KdGMwO40s3^X5b4hCqSuPimVr
z8=wu8INqoWngMWJwr+i9RL#2w(!pvnrkZ#%O;?h9p)Ygykzwaxf}_`#T8_|KhHe3E
z!Ss9!de#Imq)=o_FCsk)a7qS?6Pl3pI|==w+p2|q?5c!ojbJ47+(6oNB6;&9v&G{)
zE@Fjy+{A(<VCyiTTt?c~qZOu*N2wjY4EC-GRh0L9RVWmgTVUaqe<`?DOkQ|9S=uwn
z>GKbgO29r*dF-O;J+hzi9>qaAC^izw<Jw~t-B8_*PwsYp>9D|Bv|X~Y#kRf4v>ofV
zt>gu|El5rCKXEj8-^+A%hG}pd8YDTM?FqS2qs5qe)KUll+GhQnle4z#JX(y7+LHnl
zv6kWRCpbZo>Q*@Gk{*fVH;Kag=J!j?Yw4FLoZf^VKVf(Z3TF-KQPmRb*;F&g+K}(F
za{IYpwdj<+z1)X1wDwvTTDu3dhIJ%0yb%P$YS)=yt12xUQxi>2ugv6||GHtIo?mw1
z0Q*)~M@2KQE{WP4y%Av5Y<7SKiO==D&i_V^A@8;$WIzp2XB-y8#BpiNXyY+tnYjD{
zU>e>Y-!;Pd&kabZwH)3dDfBNR{Z;@?MgZr5OKYDixK`!aDG@TYUyk`-O2NsO4$y_3
z@rSnB$qt&C@y;xa$ZC7aRb|!AZUggT0&A*9U*~{@<jgbiZ>pOAK8w85_(cDvOUe=&
zLHXg=U?E+is)mve55q9QF3DxBiI?2CYG<bcaOZ-nXEC&R>z<tyG(k$q>Z_zz{!3i<
zt<S$2SXDjG_$OA`-y&zdsL2#YM3%HMhKyanx+x>3X`LuT!IYZ9{*p!d*A(KD4PEe)
ztn2FuUNLw}2|f4>Rg#gO#9v0x^3Zy^#!}KhI{6OdM&qW5q(dcstq7k1n+>WKIt?t6
z2|<H$Hki1O!(sw0IzfJl39bQ$tGHWL6JL$!X|+aAyju!287~FIq&e<MIMN~$G`<GG
z`%l^sVcLo|oHGI6oCi7xNcILMKkO)CsFJK)g%;x9Ht{QI2F2o@9XEU1TnZfun~4?K
zJx0xMp+CuQ9p2l{0R#i#_lS)&^XG{)0o_2%iKBdk{{G?Rz+}l92_)jc-TlMay`qd*
z@H-_}s2tsxAIfY}9-mvA>u0~D4pBgvSludT782pf(6KV`|IY{TWj?&_Ub2Zdmx~?m
zB#4^YCUS!8mht;cYo6U|A-<SV_XACDnfEDR%(mNk_-VG?3ZYOGU=GS|IVg`M$~g;w
zvdo~oF+ll;0OcGA*!Q!_Dksf+JH1!|VH7qIfuwLB68_`hKKzRv4af0ZCe}Ao7f4gY
z7V(0gh)1yC7Bc(jBRU<3Y_U$=d`k*#!k*#^@>(166phAHtihlr0-IbS{mJ?WZ#pA*
z!Y5el)4;tda(rN^U{)X4Vo<)^Q&6g3a(&?TP6ebeTKck_D&G>x-SZ<5B<XZiCisw*
zx*F>_{tiUe)mYDQ#CmKbwzDOP;+*M!hVdk)fkpBuIoAeX(0szK#xZpxSd4V4d=)PI
zGb<Z2%O=ZLB=Na8U#p9tqg5@PNj|={v!v>y&W!b|map#lB7%LaE3kF4=1{G!?LCDm
zfzx<Z%RBdcF~Dv2_|?8-odKK}j@^M3fsrUg34h}_(>$+}pp$Zqsz$X#K;12@T*lPN
zK0zVngE(Bg2-3nSX(70EeS(<c4(N|`*`CXRahHA!LUQSH;WGKBjYkhD8I$Q(;dX30
zdl1;rG_U|yOyN;^*6XC<OJd6N37Dv(k*LTo6u-=WO}sK)ztF*x5hfJv*5s@)9e)*S
ze}{3GrYCy-1pL%&xV9OfZMKe0Wifv%t201u|M`VCrnA`N<%}@fjG27YgS8yM_?w7=
z@IODbr^^`-3fAOaaf4NkgP<3VekCKQ*XT^{5UVPG4bLqN)~x$<hen$f&My#*e##4N
z$+V!;Fsi->rpoyH_~uvaa&rS?oDVo>M9pmNhvji9{-)3$3a+|$^G#66Sj-;PoNgmU
zZfeV2PjSVh98gA$Dx<W@=%#dbp~|Q+5DQ{R`_K$h2E>~ydI@pasRmZ@iFDGAbl#wJ
z#)Cmf_KlEqdVzQ=on>$~DM+57sz^u3Q|Vj-o{V&GAyk<Et^xnj(PH8>{Iky>xMbJ>
z^i*4`=cWY2MoN@Z$HN5LkJErRrM1SH%#xL#r1;G*+^Wd|Q@S_n%k%4>RJC`%^b{=G
zai4j~GV}Tu!x8@1dNHGCkz*p+sdY3l*s2k8(LUxalo4IPx%JdnOe~WuZj~G07UKe=
z*1pe_uE14)%~*KrRezhK7q7OHKMx;<pJpDO3}kf>N|9Xk5jqoPLMox(-&QzoFS4*I
zaYhqGmlL3c+90}>X>}X6DL3&MBDzp7Huea2vtmzS4C4bUXB4=WHnyADYi;vQ;f8d1
z@pkP9alX)2C5><^9{qQ+Q#h#fX+x}wi%U(DGVKT8_zE2)DK5E9y~7aP6D3n*ST-f1
zYc@b85h0Af?m=$(c{mWU3t#beaen(vF3z0DHjMBQLC63)<K15X5*eb&(}|t&B=5!F
z?xRJFi}bD>iVMZGCW=&nS?-Tj)WZEYPf>_6qvmP?ZYq=^*XCV~@HW=wm^#W=)!1<z
zRIZlO&+*tZOe$_RW@ivT8;?D!mj7B)){{?(Oeq6UNDT?r6u$h$vZVawbBTGDznrBC
zXQg3vg_C*IKrL^SwY=GoJlZfvDi<IrN}0*e<Zm?ZS=Ca2NxodG`i4p|O9MGlN=<NQ
zjga>jkZY<O-YVXtI<fE9cKkqM5z3X97Yo2k9TI!Of|R?}!fNXvHTfkNHI1`DDMT)z
z_Ej$k|3F&Yy7@B`Xz~XjY37*xt+<^@(U%r6?KWu%*q>X1f4sd|1+~a@7E7o-yvLw9
zG^C-)MXg1{k}JI@R>56VE$T6}YDK}&s?}>Mzev;`CnEtl7iHov12`uB2_%&k@q4>x
zyq=i1yt91BT&BlnGXV?)4e}e(nT(6GNWUqOZ^|B9lp2oKFC^xDgw{)#SR#k7d1FCC
zRs3aq`ts#YS5NUz?^WT7JmbC^VSnP%2c0r#r1jb1D9so=$)!2mxGSX=iXC{<u@g5G
zLknq&xG&f$&ZS4H($rg}VV%(mUa<^tL0*QTZtbT9#fj>r$Z^6;|NJz&Ugo{D`d8!@
zpP9jtIwd?(ZK$f#b~02IC%X@S(uXoC3AzGAm4~5-A@$ZdQM(mGNG<NapkjkWRVyN=
zWnOo<qE;TN3|fHwKg1v~mf2-Vp0lvI(b@eJ9^6*ohf73AW?5|nr5}lGF^20&Slyna
zduS0OmJ@7nHWEh-1_30*2og4wjISoBDUfy^19fB+#q=4d<0G7_VT_72r!t@S4vqAo
z8YMEyq%65k#|Q~Mn=3u6DmGP61gRPsRMDZZ71)=m!%*c!)~GbH$g7JXTK0xa;Z(ZM
z22E>Pw~y%LFEB=_<wSwhG5&RRbOgjd4bxLS=$WQnHsNQz>3x^^m_p*|s&VO9#d?UK
z=6Ty>dF4$2t?qC&u&ZXbh-Pd2wyS~E1p>N=B@k%dp3ZKVw*nD#JMa)Uu8n|R#_RDH
zUuoEL9_}Q}zHjQVZY`W;h{Uh7qGVvfmc~`^V6}9JNV+8WjmQ#kv1}dwRT{7L+x2C0
zqcn)ctUE@QzkD_n{^T!3;enKZ6p-4j59k4K4gmKdAbuhMg-eyueP@Bj`U}yrg&70R
zJ)Vv7pQbx`8omgvo<^%CKgvJsXBKkF0E1h}=>QmHG1_9%q-oeY-j=8u*BHCp@P@fG
z#^<X|6n!6_;T}`*Il4-@3D0EJxSA~%Vdyxmi@4BHPZaF3AlaOZzYKpFtLTx6zl?F0
z2?j7lep_MfI|THtgP&=kFM2HOi_UD<slhNX^GA3sliC)RE6ANj)I-UA@LsB)y;l#?
zjxG@=NPmYTBZ73`Z(8V<Yk_m|eT#hq$7j3tV2wcEMlsfr9uRM|>yth6Si;-TClivl
zFeF!f>ylUDu^cj2`(rRDR~Z6~5-MIddPxgl4J|?};kL8{Lh?I4Kl_k@E1V?=U>yCV
zz4?SlK6}_)M=;XiY3pJLY3RqXU#x>6ECk>#07POx6<^qYz7^Tes(iUdFqb<1#81@s
z^0^@+IGAc=bZDa$Kp9UbF&Bi);2G$a(N_wOSr=sz^Cj*+osY+mj_=5l{tGI1P@zY3
z`UunpKJzGX6wvXKFQMbh!#Y0UJL)jEZ^THKd>`nza8xHY&`c^ulerFcybYAJ8y&yM
z)m>%~YdAK^=OtUFNi+KAfn9R*b#)L#!t7&=f&#MRtw0pYa`SZ;llUNsHd6-H<{;^v
zOp@TDgw0I$HNSGaU#(=_GzEz+_w=YEk~VDJTjb-X>K;X>Hn(R}bqD<bLevu+N(S%(
z5IDB`weSXg{U{+>-V8}`wkQ9Fz!O=dp5M|uSc^cg9~$^hJvE$8eKqL3_H)tY7PL*F
z;C0>i#BkY<D{vjd5tybUpgSltM`;$7e@F->p{n+-g_D;7NNqnYwx0;{uFd4IR+FW=
z5#!&dJW@x&%Hl5=t?b{$U+D22%$gXALmXtOj*%6Gk!?t12fN5Pf`;z!{1q9&^FQM(
zRz04aLQuu%QcnXVGl|qpGul#X_mvQD|3uIaz80;rEw2Yf=0#<HXXr(0q@_bl?U@@P
zvDU87FvAd*lbPraTqRhol=>0tnH&^FBmUEDaLGJz)(}kdhpz=-QUU<m<p+>MP4KvS
z+6g=za}<ETqgOGu#YH2TEm7MdSq)Q-y-oi{NX@mk&Q1l|#;JVt9ll&nCzEOi2NH3p
zG9FZJ;a6HI_X#S0p$ddrt`}6c_?1E)sQ4p@irV8t-}-bs#s+4HCoZHJ_@|;e@=Mkn
z<^ovFVa!LGoih3UjJNr|_6E(es6<~Su|~>mMxuXKmCBXq<81<LdHMEJnzQv_+2d64
z#chJq`}XOu)03P|dxKaG?WYcIW4RiF40I|0cXhba4^^eqSH~I<laI$nAuh$lWqZ&P
zY8C%_&)wZ2H7`;8Mg+SUYEE=I4N>#x%8&@!K5<3hce=ZDDmPVX+<Ra^rfvk8=n<bg
zHjy#E&r@f~u=?KDAuVA@o8wRrB5h-*0)i?hX`+~RyzT)&RQLAeSgQ@}D{AQO^ZYGO
zgI_2aZO|#FL1~@_F9!{l&>}-573OJhThO4M4gBfJ&JOwKXKM#(2-1Xv%OiHM1c_MP
z+|IFs#j5jl^epv8(#L*<-t*1m4`N%^RzT9N%UvZfD>mQwPU*PQW1LQ(H=Taq;0_J%
zeoh5Cy(HWzC&R!NX$Na)2QaO$9jv;uLlG>X+>IS9HPjsKbQ+@O-z!2Q@IG=yU^`6|
z{;v#SXNR_SL)()M2_f2gITeu9Fwz#%x_<#6Y6v@WuvM>j6$Nw+;ha1TR#7zC;74e2
zxQ7GtG*}QcXv}HQEl-0Rg9f*-fo}+sRqr@bwU)pMTP<OB$P!Yq>>goXeHC)!9T>(V
zY6M~!Wk5q;-M<yo<TH%AFM<ldy}r!ViYymrfsQ6bN$Ic?qN(}3_CvRKNY|zgT^AX;
z?smElX+(QAMAtzfx^lFYSE#Go#zzAz#UZ!-6^K=cPw*?pZC|cdBQmQqv~}%>wo}5i
z-T7fuTU!AT)z(Wn0;+shiI%w9`fQ#CM+6Oy%4v|y(_qt}!4_=bE8n_#;qkuim3<uX
z!uRjq;h>hn3aktAjNo4Og0Tw?>h?|rlx_3}A!S=03>}sm**8LuiOgasUVaaG<*gl(
zcem=jjB9tWMO)azp&~@yq|XDo0k`;lpFAcRkWlEl#Ull=i+kZX=I-h2zMv1~>vu!h
zH-)FnlhTCb9>g&AZp!}GYPnohP{{9N$iL8`GDQBO&qCyPC;1^KdOTW2)v|@cP__J&
zorM}~pQpiNL4&7q8his1qCH$4G^k<&UoFEsjk3DWcyG!fhS2VqsW||Pe$8tAwjcdB
zMnL`Ow2&^RFp4W*$4KqkbXKD9>Za_g0CXH&b^5Z60kM=2&4g&qPA5cieqzZNNQWnS
z&PR2c)%d{=<&J11SYx(2ga~(!<2lwk*5FoG)Z5+w-*#y02n9GM#}lno?UW&(V21q4
zPlJ&S4f*Sz1QpQOP2S^>hr)+wcA*TYq9gP^6-Ra8BlaF1q2HGFgJ4yq9s9)f94hT^
zMcNeh>meCo(SF%R6gB~x&!Vg!CqP8jtep>0e@jtQ($@u8XqMj;{<#I^Ev=WPx>h|{
z5Nox`7?pXCRM)?;^rTeR(fpe$@T=9HMBvRv;JqBVh6H}v$032=+l)=#>I#IQ-(uOq
zzfpO&pg~mL=W{q!-hX4~|Czimy+UO@!j(0c&3**I=oI%(AR<lrAP1kFpRe$dpiq6>
z$`>SYdTUztxiLKYj6~`+0L{_XLF#ivczr<-{p%~s0~v*cw}VpwxU=4gI;bZB5Ea&;
z910cIV0PvUi#|ekvzh#APFB8&!!fe={3Svql~IkzXwV#x4l~EzD7yV{CrMs1vnkIH
z;Xt?L^NJ1ZFa0_tVI-5*RbCIkZw<N%tL0@ATic~_&jimJ@sN=&fj>na*8libi=WEc
z2lB?-HN$+o-70xD5*a&@++%PyFbg^4ru}vg)!$(1xp^b?z|~#ual$(t<S{<!lfp^e
z!9E5G^nlw@A0ZF)y-cOb?%eH!gdrBiz|NJ}5)%>_-r2QyoF4&?H+uWuDB#6Dcvm@Q
zWP9%=y=SMO10f)ra=O}N`?YpuCv)4?dh68Hu6|b~PFFp5To*DK1S**f0)=bp>kjME
z_6fhOyaGdsq3u7kttgW!N<|>5E+J8wfx18lXvGByMzy--gBqexr9M>md{Eme)E3W-
zV&?tp-k~!I-9E%lH(r0+9&<YMqN32(iDAoNX80(STGdyyN_#Jlos-3+Z0E8%=~l6Q
zReQJby>Pmr<_5^3wHIuy;!^o$fO;JapUPB~dCWsLDmzLft)&$x<%?*@FXMmesAMBA
zWwBA&$<FTw1U%!-d>6Y~>4Mh1b=ut3!FUCx9~{f5rwDqk9}+?54}P_KSN@Kfi6&~c
zkwGs3qIM4C7OJa7_IW#b&iO_d-?9_<H{t7fr9|4_GR_yXY=>TcD`vq)%7qDM)1q6&
zsqSO<+&zq!Tg1VN(`__PcLZ2X<Xhl9_I^+SKEGb#2emlbQ;Z?Qm}%xCQ(EFY+PuBj
zt*X7?(jzR8j^dt>d0p#1;b`$Y^c3~p6QP7g&#nd4b%Fc#SHx3k#>wZ;fk5@O6LiG~
z5&+py81`{sw_IV&g))P25k|Wa#!(K>p&96&r6FN_(j>yL=;2KVT2$RA7|82-PErPk
zP2`Kl?)xDt{LFM8UCR&^o6W?oslLuq^*rA<iP4Xn^gGf|2xYV9fp2~JWq`bAa>+LO
zR9j~A$!Z$I0GB=32gWBsfUk8ZzWc$xlmdku{5lFuFBqo~=Qlq<1M|tf;SJc6U@Fkj
zR~p7XXxmd&Ffk60w{s9aU~gy=Z4WqXa&kwGZT>^`52>6vD3r!kuko+D;C<n}TwN*W
zsHso-v#1RlSQH<UH?2H4r}9b%o2Bl+09$W12%T<cOe?vK<nsy8n4CG7l%}fr;OL!w
z%%^ul)Zj$#`h2R9&l~Rs>J^gyu1*EyasI23-g5PBv$p`^>m3O(p7Ob+tnlSB10jEE
zijc1(qpHwfHCx(=DyUdQb05E-s%_qy7nV)<(R`m&j6!GTa>yzCjo!+F{x`mxjuT(5
zw51tuFp3zqTh)+vdpbkIf<0nAS2JlTN{XG9z1XsLM3GrOZF<iW+u^xZh_yV*+ipWK
zxj-C3hkfH+m^p+r>%fr<E3w)!Lb0^{PT4YTm6eQlL%ntlYU%_Q8~4(Quit;A3^9S8
z7gpU3nsZh6R*tV~=Uq_!NlP)gE@=IOHnix!{Rbv0J>TK?(OvtXk(@=FiM&@I+CfUr
z<N~AWdHx%_yvz{pzl}EwMqta%F$#IuI~^$Gzupci(D%}ps6|8!S<<hl7A=7ni!Nvi
zfzoneIlB!aG3?iqicpMBTQj@EBZztC@!Aa^99y%G`D|^enh(2cm}Xcz+u<N&YYlIO
zSc`!*FlEuh$0K^)y8n#rV%b;V&r(x_99074`j?me7LH13-ADI8YwUFp_I)BT60LuX
z3az~vqpA|)kTp59a}0U6b|MNqPD~&Vs@u^O%mpW*woW~^T@0_;2lr3Z8M`s#P4#*H
z6<~(8{wb`jqacmwaIK)|R9nAp=1<qrRw^E%e3O-H+td6Fjog9lRk96jX4q!DDP?Nm
z?z>UloeK0l^o6_{$rs0>8aWOvqb&9eSfss%H4@83zQ&krs=?bh@l{DVSB-;{c$2ct
zo_UlvmqG_36O8<V)6o2F!Y3&&fijspA0o30t}-cAmACT=hV@kAv}geX^Tc?bs<)_o
zzt41fsd%FU*}e37PyyMk-zW+k^cGAn-9aRW_G!*Q)>-NtpbC77%sakIJmyV7CG?}&
zKA?c&QifEIpCRMK`8kHnaHV!5gRE!|zDw+;ERcgSk2A5m1%n!eijL=;yO7|8%-lJr
z2}L<`&JD0!z?t`WI+$~AW=qaF|0Lb1P4}GM!JP9}ihz0MoEPt4Lx1M9Vsz)6iOQDn
z8%&g2vTHdBs}XnVj?2^^aF{8=Ch5|j9kP^Y?hJI@l3ax^rf#TBZw-^rKLh;@=&hyb
z;AFgN?Ss94LKDoHff@@yw8lwRlao{W1q12$aI10o6#5Tp-=ff$8HK*LDbU-H5C7@4
zpaO&qT;yw(_Li&ApV7_Rk#H3{#lSI`<0r`a$I>r)y^DPhB&5|yqKH;+nDP70(dx6Y
z*_Ahvy8bq)Si4rga7&I>|Ae9(t$qe0^qX3pW=lt_M?BbpR<EfcU>>brMde((RzIw4
zMYKB3uGgm3KS`IqR&Pv+=4$n<S97)cFe->@^$_^D{91h*&_}iUG3*wZh8xg1;$D5I
zaqt>F^BXuIU)ho@e;@DBH>L0gM~~H69q|Jj!>gydZa58M>>qEh<jo>YtzBdi;0r|h
z0{b)x72;m_w5{`s{3Bms4HaL7<JtZhT7Ts+LX19i&6OLc$P_`Cj;4r3YCUxTX-FH3
zI_8zYa6%R}?d6~X7WD<Mymou5>?OIR?5E-s_0p}B#{GePn1N@HzSsYHfsaY;gSBR@
z^5nmu8Ec7_CQcQV6G3QVp`0bUg8?NSLsX$?>1fvbYfjpi>FPpsMI+ISm>VmdDNRNc
z0g;l1tldJk%ZZitgN&>qS<o~Esv5Y6PAL>C4OKk!ozqwu@}0;yl~^r<+O!bro0o_}
zUeu72lsIR}gPHo$;s=OrMD2K$O(o*KuK&Crai8d%uRT>O`Y_uK)onu4CL;ZkLkqgh
z;~&`vt|>B)uSqShDMBNAP0?8G%G~0^uKL)nP!`+-<Y&$F4Yf9Qx2MlToAS^G+{lT^
zS}TK>NgY~?qXHP@(<<^9`=X^)9=G>tg-k516?_>!-%aukO|Orm+DIH{^r7PWV7D;z
zhB973liSB6`1T}H;%f*QuTv`)Cqyw@y}+AzpFn&uZ=#YVZ7Hpt3c!+#w?C&GXpy<Z
zNy@g>GFIPA&2es@ge*&aaqyHb+|DpLI?qd}hGP$aIwDeh1DTgV6X<#xb6n3JN;+JR
z&DoX!JI0|BqokLEpdI9h^verW5VD3>FnV{wU%0k$P(8i~S=pwy$$2A?{b!ZUSE{A~
z0WMB5<f0m6XS^#pY@%`UIK9!1qCAe2TAYIAkz?{!*)o)O>%VKxzv5sFJF<$VrxU7H
zTn6%|qPIHqRs-Qo0L)b5`;2qqONBsLgPOYF^-Z+E?QgzA8Z}qYPZe*3(bm!IgCp+{
zX+4pe(31fmiqc3$<9}2s<neW`Cpk%L@OCGX-tsn6pgj+9l9BIF^CLT=P+PyqBGr#g
zB_7u9Qsox?=XkxuM7nVhm+`u!p?AI(NzvD2L7h$+txZ3Olz*J%&5w*XHDkxPEm1oV
zW2|EfcH0w4d-C`nki27^eM0JJT-040Oc~o2QrEQDj;%aSl-k8WPkn`Q05uFX;~l_3
zbvy^xKqj+$nRw~Qy&iP!PUL7G^F@vyP<_oZvgq@}V(ji*l4WLw&^(u36jT7N({mup
zUf{ueGA~frbU;03b(8hhaa#sYo_(3>Wjex7>F9c$D9;fd@TFt+n}jK8E|-$FLFY_?
z(Y^wa|B;^7f@svQJw7MO<4;K*9;0jb`@l<dKI$vuEOxfPn6<lhzc+|_idkt`^i!W5
zX%NN{#}gMA*61CEw;5N|myA1JVd9Erk&JwCJIPP>K_2qKZS>X;Phzp%DvZUpA?iv^
z5h$eXP_4}0s>4Ef4H{TwOz3K)$rw~iouD-K+8>4)*sJ-HlUUu|*NMrRJ}=;c#eBmH
ze65f*6<$LOZXEx5K6=BqtUz*~pyShIM0hQE#yd$@96}%-Kf}q~q<l3zRZV8h_p<*E
zQKY6Mhyuu!wYkqCaZ$}Oxt~KA(3+|&dE{M&X~XKdq{G~f&g3O1QqVI+1_o5-o`odH
zIF>mKJIpQUiy_G>=?;nfVdxdtRSl5m!pW!MQ46`JfKP`h@~uH(sMiUm*DfMpy#_s?
zDy1Ja)3&<+#Ck6@%Xmj{Bz0){cpx6(%*vc;asyCnv{+@kF<@FZQ3%07Bei<2ijeWX
zB9ZC>htuZ5Uxmh8+BfXH=#N6t)D5eM0J_X*3L6-~JXz$=lg4+RGT&-`o`|LvLUep)
zvEQxnmluiIFx+aP0P5!fmqcIkc#PCC`htzwh~^-mbR(J$^F>^qI!@9)=5vy>7ouO|
zyAsAp4kj)6oaAlkpaL|1Fcb8osx5jrNp4mpjLZ8K6JNFqmcs@;x%`5Yp|&u_xr$bn
z<Q{-V&SIAz<bd^5<DNj=`NH^%V98;`hqENQhTwEzl=fiMXOZD2d8ZnZQ<Qp;Ej?XO
zWW1ZGob;EY4BSvtaV{zt<JC?P40gp~=eFG&h|Z>H9scg6!C2^ww`#6*YpIy2;<ue0
zDZqA3qopFHLR4UTt$F~}!k;Qs`~tANO1jaGk>0xk>)lJle*87{<>=a)kcI2Y{?&wf
z86^#9O*joK!ClZGilqK>ieKiNMKlwm7da~(-ul58d@*-W)!%{XweSQ<i}xz9`lo9A
zmoxoyMb<9OjWDY2a?y*<R!;fAu1>kVdjNA2+sGM(P8Eajsojb{VaK{+y}H>@ikLYr
z#yKsPI2Z*JuG$PF>LUa`e!R&Ro-N?5qe7L1H>WWv16&VB?b&sgs)E?q158N|ly=<)
zB|I`Uw#2r?=>~G%=Cwf0qKTV2%Wr=A4=4S{y7WUiU=d0%PR#KNKOsIje>TWpgBQjx
zH5{C)9GtEYMYcM^g9<*(!x`6f$ir6uIS-qYhaJd64;_Qn(cEi|wc;u@rTvGd#60iN
zuw*}<7?tcJD4}F8$(8K2h^qcW$!?cRRfL>!rP3Mie6kwSF;#8YE?XC>=t1X*Tq}!&
z20R~zv5dA2XO##k!BuBmc0oa+)jjLfijbEHWYFJQTDlh3#j!ZIyjut5-Gg#_*GwPG
znD8ISS0u|DlfxH+_GY<S121jH^^TPFo}s5&%N;4#Ki0t=DL{<Kj&Ji<&@vjaLW7S&
zUZkK2XY~g5s_dGmx}dSZ_R0GJ%;hPyy&*-tJ;q#uasfJ#C5&EiV$SoF*k}Rw+yPA+
zg}K|aq&Jgd36|R!41bB$33AS}f@Yf0L<m<KX3gW8r-^H^CLnPQhgnadhtPV8RM@;C
z?<K)0K^{7TE8vwdxF*WK5(a(_m7zTlb4P}~tX4)NS^hGwl7Xx=vb#l9DW0f}uOyE{
zprNeIy>kYagw>X>L>=%*x?&DFGR@K;y!8zG)QLz8uzv`$)&c(q!S~ZxP`aHUq6KEW
z4#&ovua%&)f|>zJTQf$hpUvq~J2fK&nc!?0?kI9@5ewIpI5jFm7gkFQ3}rR~!k-4@
z^&n*iDO<X&_~dEm2xYj}UgdE0c6#tqV1B#+9?ztPq`*UgnMtpFPGma`^pCLgSFI>R
zH;oW$qn*$EqgVFExQc$PHW63DWa7gB>336GOgvP3KNLrF3%V+EF>b`(hR6NP@w#L4
z0EooMH}wzOA&tQ-^&e7o(=~ai`r*FcplVJYfVEIXt3;R~cY3#k<;B^#g))K_^s&D&
zXxHP&F64#u2(&{4Bf(Wqh@-WT@{ux}4^~Qooc{0WYhvEM?f~jgUt^<v717Q?2}T0v
zYMvA|Y0uzm0wxN`l=kM&@XTQS0-9`Sn&?HHM1&Tce8WDeS^TjvtdX;&n`SlC;Y~)H
zKbwhS1M<Zz1qmo=23~HFSrr%KT|h7m7N-(vC?Dizt_|9c>HAEc`iCdjR`b;K7-~|d
zIYf+JHzE!Rh}bwF!e$xIfq-X&`x%&xVAI3vk%FB%EIFLRkMfMSW)g<Z+*WZ6-s(U(
z;5f5jvXF97n|rjXK2OzTt(uyr>U^!L%Ts0gf&%39bpTt*rwaH94U#EtcL2n1DV+zZ
zTX#}#i2=-bGsuQv=?MPTVJV=*gKu2WyIlr}fL3HtnRiX;8vWeIIU4je`uu{74)R_o
z;@3_%FT`uu(F=k+K0}v?;=N)6PcE!p4_cR~ip$&!j}{xaBkmc}Z-Af|^oB(2Ac?q$
zWq;^W>(!a~bnp~w-7!@@J=rv`rBgvuf!t+6pBO7_NaLDtuWvFw-A9Zs2RBtPpqDQ8
zx_UkPv;Wo40SUxo_VivxY{o7j#}?x$hm&&S6z?4^;%XFpJmkwr0@t>e3*M38=@fC=
zZusbkFPwohAgo<*Ph@iv5)xH{KxK?Rf)w<NTZY6PEBoY1frdmW>}6$^eVQev$)1(H
zgx~BvrV!$9Zbe{Ygex>l^rJ#bE}lCH831o4#|%#JZ7}&T(N{c$g4*E^!>@w&N*KH*
zs>hyBK}ZtZ%4TS;xc(@sP|b2woXHm2`d4yqdYI2HDLf2IVf9yt(pyhZr3B)PcQBi&
zB3?#XWOA39?NMWsL}`Lf16Erg#Gfr1*vz_tY#Yvrm-_R8*{T?f+ipOKz?(VAdVZ*{
znDC?5aNUiILyQMnif7ClsnXub`MA;v*9`I4tK7INCiR@u7XjQe7+ye$oheQHfhaM!
zk&IL|!nD$81FmF3#&gD7O;j)<9a7_M?x%qDYByY!+8Ya~N}il=V}mP^&63xBE4M;X
zyIvY=uELy%x25$}V41|il~*)F@6j_p-pqDH+eu#d5VQlCB;)PK(v3)E%E#IOLn>Ua
z6s|F(prTUAZV@92eBli!W&&ehgpkDK&rW4N|H<;%aJI&Ki5wsgWK1R+IrO6Dn;!4b
zUSt|Ha=?3ZDu;`|?N|<%w^%uZf?rr`F?eL(U_yBOdOEWGx|tM_<x%oZ62vtI;8t8`
z+TPc<z2{)Oix@F}P@s@Bhb%YJOm$s68JiCM<877rta*r<Gtjp6NXz|ribT{U<8@W>
zMCH8=iYaew4RQ3^9M1j#Tzs@zse6ujb?~wYD*M)}ZPz<!cdp=fwygieyEUVl_qZI&
z?nt?oNt2K`K7p!=9hjlMku=D-;07I~C(7(TC?>NfMwP1vl&if}7eVT)u{`D^0lgZ~
z(_Kv$k#N+(n3qV7#8=P~x((hST>c4QJe}IwTL<#NNA^_@BCF)o!b1Fv>X&)m1TNX*
zTC*Mg&#Qda=_|C1fIfBEu}@6I@9mw2_|rH)vpEDa+rA-+>rnc~>nnFd9Smo2@V>oQ
z1!~a6Y}`zV`3ZmVdvR=!)&y3;^|8zM#B+V(2lzei9!T5dJKmo<XvCSW9@Y#vF^ruA
z4v!?M|NM(Lf2M`6)$}Q{uhmTE#4`Os@%VB_UCE>L_`}fxSMy1zB=g>b4+kKROeYBM
z(;MlXnb>zLVZCBo8#xM^Bw=)B_zN(4{rMcMj@DUxWQ8m#J12IhtXy_Vz5+Xa!|Z%8
zEui(7M@VZ9JMTRdfP6^SeuJH738U=X0F2&wd=A(_)Kx_7Md0pU@hn5|DmM(FLcWgr
zkoIC{0sBmB--7vZ9MiCM$u>lCHSy~rdWPr<HiR4JYB0Pr8vdob1frzggB((c_2Ltl
zyqw@oJe_ujGnWi#YT>YCx*x8!4JD$z8HwM#_y5hy<)&w+p^%O1khP1~UC}%EU9rc6
zao5Evx<6ZwPFuS^dmsA-LLU!W#=M&pPwN>-7pDcsCAQsz+V07`?M^Z6b~ByKQQ$>+
zf%j72s&Ug}mv8>eDC)yWzCOHyCf+N6NFl~#tcXwRxEpqNcE#YBSZ60u@$!ceQE`5s
zY9hYJRGTDbc~Yf1wFAu;m>USAs&XbUdWZ5^gBv#k<=?7}@o0N?Lx`(^GQ*_mQOq7^
z({DnmL!IaYEo)BVf@of>FH5vB(Bui@-o#jhZxjn9bXp$(4W_|L@MBF?FnmY`mEb37
z77Vg<p+|Z(>*t^NPf$(G`R6M6pkYjIYMUVC8Sf)<YqnN&Yr#(woh3y0I~-@D+w7<=
zU|IK_8s6scg6qHB4;08HZfz=9_Abs0X-E`t)rFI8qtt>UxucYTGSZ_PLk%Aq#GgVB
zP$s0Nrj!aq?I<B!d|c{#a<BVj`p(L;+Ei*UKrIZ%r~e(28Eic@>Z9}vf|Fo2drfDb
zJ2J6|AO)Nn@Y0AL9SG>|b1yr$?|>;9aSY2?p>RGYTMDpj@R`GP*{wQBUt_?IPIOi6
zy$dHzf^hI-{8m-%Jqstzlc!$#WxcBQ9u-GtGg7o&#l}_br&R1*)xLh=Bt&bm>|^-H
z_S$0PcmF-$X?j6W@v*76juroODn2t67qj9Dry^@A{>+NgoQf5uVh}45PQ^-7(T5eX
zo-(rd##9utVl%d|$3jfZ(7k}ueBq>}$_j_wf4An()I|rrc`g(&<{kBySZq*op<W&S
z!=-#!WQM%qJJa7>$i87-%OKI!*MX<uPV=w`4}+6maj1Jixd$gd<Ij~S)qCU1@0O7i
zjWZ^q)7txB0Y;-0?z>sv>e#D};`?9vNKT0PyZd0tIQ}B<qR5~(nITiO`=dX6p+Kq;
z#aJ)~U$4`%M3icAy-*>lXRJW+j8wa^s{J7aj<*jX0Pek7YHk5F#*LiM2BFG_(8lgW
zT5fK3$}H|<10*~9NNj`AP6ONP*AR(CY>^xcI77*Dnw(+Ay!aB@3@D{P#exniBP^k-
z#x=((yUXr_{Ar3+;yq-}DEIg?N;}lRyRx2W<;avtpD@M-B7CrI5PsQMGtMX!xDior
zfnWF(4Rv!s{1Z8T>>=2#inlSqWDVlbr8eO75OB7So#_Oe)(>-r4xipnP8mpr$mflZ
zqd4<><7QPxE5~;sv+V6Kf|O#5_+%V?6ra3fs9M!yqFu^HlPWpBd7<d9J*v)O^*!29
zhn#%Ad1YHLkh#8j32I&6Jb>d9_~za9(dx&S=qoz|zByG*$rYsGka4|)J*8|6Fyl?R
zgMHc!er+u-dDxwTo+Um5H2@9?N7f$ZwGiv6&q0gqLF%db`~S*Q|9m?*e9`fu)>AKM
z#p6ze_0%u0VyaVNJ@pJ$@G2?DQy8|M`W9B4<y2TteKjkFI~CSbk7mVwtkBbT$~_#}
z$e-~lK$;&PHE)LJS(D}W<2O=m{8ohx#*bHxaQygQWApm)A249PAMXYA_x<=UKx+K>
zVJJ6#d}sVrKVExVpj{z9z6lj3pC8{%6^0s5$9=oN`JQu+yNn<ARU+)iFF=3v<E*A1
z=ikHtQLV!2C-Qjm)wc>AqOl=Q{?D)>kls9={1sBG0pUGt5c1?L7)0xEEk7?iWojlF
zuO>h;(nn$&+~zcxV1%+W8d$^@$;E&(loS(*@5$)}@!g%=FIRA_o{2SmbC}+ogKTMU
zxYu?{{aQ#Rya=;3IGP6B3N^}yV!U0<d;+Q@9PfVuRTsbUB|vl_Kh2i}&-)jti+hXl
zaTWc$q4~R!*-<e#j%HUX+aoaS2(*i_VHi3Y0~`h6{mjLs8|IX3WJ~m|1aOFrYn~Hl
zVhvRJVfWmrB+XQ)$3Bdcw@f;v8);OH6qadL@Rmm5v!xjdYt3iHwCQP7Em_S9&6LqO
zkkM3hUx)HK3VP=|5v=o@F;`+f(R+J}J-tUt4uEeM^f^^XmDM8}4o08ZA!uYVJ^Uo4
z#RVHCQE|N!@cs>Iv6KT@QY@z_Ulfhk1m_|6oh@*%jL*SxIbQ|H#WKmk(vA_$J|_XZ
za&;WBm^9bE-{fsS*l9nT?XP5e+0K<EC8Q%uiDK*$*2Eu}Fz$g^#Zb@z=C~7+4vxSB
zT(+hK{1?8y6i_=ujyJsHy-l4n8`wwUcU`u(L+&*=1IVvNfMS*0Gn(*=O0G_^fCQXe
zC(Rj|o*-c=(a93#;e6oDGVEX=<302YPTj?)XW~o`#99xl8aFLgK?Tw#yPGCYqe%)|
za!?8-AUzLk2&2#z8O&$lyQ<>T3Xpsm5T8DFmXBkk!ErHgWDg)g6nv^2{Y%4J-Zl~;
zjaM4rBS@nepd+~hlEfy~kE}F8`bZ106Qqi=qdr5_vQ+}P3i6RCMxrE_qfe)Z5E?0j
z<Sm#Dct}*922hCD>qG{`KNLCyFRTbds;P)CL{m#>SCV?c`9&Zh2==>+&|~*!d&5kS
zO)115D+@!^F4DIgZ?Qs{Bd?}VajZPg<0g+`_RYT<se#zj`8#+q!ZKQcVlD>Wrw6vf
zhZk=EoAKIj5;~js`}|{Y4kG)g)bRL*6uv`ot0%jPde2!xYn~5kP7l}I8`LEH8ju5d
z1~q&7HPX*TLCq$94Wx<lB&abnhIYKLjI=kiE=z-ecRj~?*Bo#DR|2ayFN=8d_s=v{
z^0}Ifcilf_obZB6x(|_GWu7yoeUGG2fF)D9AB<0aE-vjCYdw_mAa;Y|L5!c$s)ap>
zXA?^TejmWMqLlVMs7;}-ij}~{wnsdCiSOY*xKYS!W5?)|?!S*;nU>0s``>E=5*jKx
zLTC>ay-+CZ5L-!uofYmeUBUg9pexWMCUX>(#hn%Ku83&M^XJHXH*=KCuzC_5%yyk>
zW{9J3EsxF+=jaS!wD(q8h9)VS8tnA2BW*yo&8roy^u7OjpwnpH;i|NvQQe^(*%e*M
zgx~MUk5I_&eA3sW$?&Bn7w1R40-P%`*xCESc=pJ_voqfX$iee32hRh<b4nP`8t(2G
z+Lz&VwOkA*Iv7S1!xqG#Q_2jVGnppl-+@`BdORdO;d%ZWt2h#40vn=>nBmMVGtgzd
znTqb_tWb+nPhtLh3jY8?{sKeZdNi8U@u`5;$oCq6!q+jej~pboJ4ha)-WU`YVvy>x
z$I1llkIWm7My9J?dBu@XoZ=Wx0M6`sf=1tH2(hpl=9v9b=3mGl^v=UcO^(#h5@&xr
zh!d^ZR&|Ubn$R$Uei%$o7wXF=BtkvR!66=k5#mL>iDgk-&tdvO)<25#712t`xYsqD
zY;cZHoONNGM<{<H>PsA)2LY!K3D4(<;ndL}BZ<*5;{92l)39*-Zv-rsl3E15^##R7
zADPr_O)WEfl!xAcu9CD748PQVr@CDqZgZQm51@?qQe8kE-Ni`5<i*#soU@i|UGM%J
z$Uj3@i-{WD3Da8(_3RzPArt1+C^1{U5j;D?@>}<{xY_US;&iZGn77{_z-9I=nd}TX
z8Sg=diybLssxdlmIL)vygRIdLg;=-~_iiYS8ShmJOr(Wx<ms3-Q78u-$yt-Pf;n^J
z-2k?87C6Lxj%=ZRe}DELOrw{`K*(&iWw_>)pr#;Pb68OGITcK>$q@AkYF-J~Y=9a|
zl8nJCWLZfPe;<(aG3BZ?H9nFFWa9<YSR}$%4Un{sPyz(&15t>x2yuWzVl^Rl)B?d#
z;WQB@_GJ^jaY<+V*AtYk$mj<MlGo93;xT71Ip_Do)QK3)9@)TMZSXYa6S$SfVBBy(
zGUM$k<5s=|&n*qp%+Sw7_Za#XSOzeNDKygEm?K7S*RopM-wGLK`Q<saIv@TU6xGCE
zpD^zASmC5Q)F()X&rrs-ro)F#hl6uF+`ntk;b^DBT{xU3`W!+S{zf!RX4X4hE^4fa
zzmbW*32ER<KX1~ym4*JZ#0z*P0<fHIfth&1xHn=IyW-YWvDvEmz$PYGgZNLU5et1M
z<j}f}B_JkFSfU3D@Ez7HRq;0w+T;7i@8b|TO!)9fmuJI>;Qus)E>T8BIJc8IE1XA+
zaCQdwt^9a4`3y|G?C%srsP97H&0^y_I(S)~4O%Fp&97q@I(Q!dbGDR&;|TFWi6wDv
z=zZ*)S76_qY2aztr_-;5J_f413hCPr^pc@-eDc>dnRqkh-g*=>%CeGBqF*&ICj*B0
zV!Fma%-d?0mPMm-D^tHhlFg80GbB0o5nJ7`#30)M$g&gBom!5tcMuv`LlKewNPg8&
zUZs|aO$%sY6!g^q^xiP&C*U`P_1*yVGJ@*yZTnVgUzi?D6UlXRAZyISG`&?k%ZhV=
z*oXyBsnWhUnDx(eP5g5{S{+_=YAlwCdm_aVI=p5bd%3LU5qg@0&EBucX^tZM++UvM
zi}39n>7O6s#h&5ZG&<wS4us;k%j4qpa8K0dl9Q;M;{Pn1^fo%@Za(w;!63bd)FKH*
zu#NVsaEB>QG{#qC;%!3f#d>_l(E7>~v^C+=jOIM3IZUC;;`rwUA<%nrK=~b6M)TqR
zR}bevXS^O5^@8{c?jHaMY>cfoWWkI-kMUA85$=Ha3j02h-k${C$z&uGX3o=NCE5?<
z@q>BoCiBx~oWN-8jo}77tti1?Tk$7Q;$thpn8URM3!j!6sBc>Vke0c{Ls5(l=)*kP
zvk}kfz=gDMO&ojLYf36RwH|=Ky~Kh9tN~NFuz%9EXwSB_Wql$z8i3lTr^sJ98Fe|H
zej%5Mq%`t#S~_dg#+Oml>%&6Oq%l>xAN*l$`7)gWmONWxh?z540fZQt9mH+!FFeLu
zh~q(m7<?Ci$<U|QuS2D^E9vnlKp1N+Vdr7HQl7|zS&#OnFhtF8!fijSr{tth$x3*v
ztnaa!>9OWl1JY^vI-lK^yHHsTVwv&iUsalVH}@zAbgIqvnIj9BKXJ*Nj&j%RWc8#|
z#ZB9V<GGWhW3<e8OC)6-ujfgWXK6KNEwT%cKt}b52UUdtJ5N|cBIgCdnIQd|Q)2iI
zD!0;L9O!3$iOy4l(aCc}Xf6mh;KwOAULHCP%y}f?&m0<@*EFv_WBn(v!tv)wdO=<H
zXOaK)_HBU!4O)Ubz=`HZfP#>LdxcMs;dW-Z8Iv|B94~VcGaD0=A>$2dMQ&ndv`|o3
z-CK1vEXi%E(8h$D$6@&FSq_K|Z=K0_HuLA_WU*@DDEU0SJuTl4qlYP4qamNU^N~pc
z$EN@-eD!d>D&7prO{hb83-rFJVYQiZK6nGTIax9d5Ged$_HLr1*&J}Qw4JVlpKd@j
z1S!HN<5mrB%}?jEozbnT9CD4pLQ1rStZ#dflH5*T(~eq*_i*h<CtHi}tBDX&+?nyV
z29!0oCN}HMW;!`OE+fKJmLU9w!q%EwSmV5(WZ(Bx&)Mdi!ZyNNC2zED^CjF%3nk6&
zOX0g0MC_pxE#{nOkgd{JVnk`<#~RHEE-Ey>6ZtM|qo7CRq55Fip$b-8))z(KL%h)g
z6e}R`P3V5|Irx4!LX0qgswfT^`Co9Wf-(AeF<!7W>`$d3y1Ny*`wp0r^*t@%#PLkq
z4WGmpbbjeDV8i!XlvV|Ku~SW1KQyGpx0_j@WqsiQ0Hyt!Jlx=@uEpQU8PnU=qmO(D
z4ipiDa2{W%ZSeYAv7gTR7OElr8j1SS|Bd`rygDa;70b#FhjBUYiBigvKgeH=7R8R{
zn#!I0RTb$mD28A#qWP=aZiNXX-Tc)Ux!y5~v%tZ*7jQ=NR~O{qIhz^vocz@@m~O2R
ze~wX$=C2MV9%JO&yqgchr4EMsiJ{~CRj1VN$X|W*q4Zjx2rbVGwAXrS+g|83$X^W-
z?-|Koy$ldAA3-ullPrSdi}5lrbwv0m1e%k-+W7WJ{_04c)6Ws;IZoo{X5jo?`Ky0D
z?@0alaQ^Bv)v<8?YK2fA&0oE*sgDWdsh9FMgTG(pFuD1w^#hzi{%We?tP2Z%Bjr!z
zH0$a>nXjOP?GV9FJ7TztUd_p04LDAo)9?xS-_2jWBq1_pot%u)W5j3jSL3fjS4lU2
zwLjkh$Qj<Voy^aAB-M~d|6uc1Z;WI4+VWT3m3lvaHBz44{8a-=Fu4}z;+Y364f0p)
z_gA|<%-ioj03Xd?ZSQa~+Nv=F7n{FoBdVPI)p<_-Y6F3Yi=Mx(V<xlWCGes-`Kym0
zT|0M*w$!tQ&XAStKS&nMl7Wy|<m7P8?Lp0;aLqMA&CY&}P<BpGvwpbdPpGjZiQ=sv
zkhGjy8j!SofTYo{5d-MyAQ8SAA(c@6>hmjuZUo}rgmCj$iwNQ7uby(62oo2xiJQOL
z=m09a$ml>2v@ZFp-Qa0*@>l1{xJB|;-=TX9eG4qZre!=Qf3=xZYYOB&u%F$U`4O=?
zAATbg`T46wPX6jgQJP5pYEo{81y26z{wqk2c6csFLg>P~f;N8z=X3PYYs+1YyBC%$
ztAkL&X9f^R?rJB^bXjhj4xx0pqOm1onYTKc1$kl%0AWu~a#^g8#1<CCQr(SLfaSj+
zdikw9*Skoq!B3Kij7JKr5T2qCqIs@EAtjUNa$Q2=atbWO_C(;#zR!Gic#vzIJlEcA
zW@P>yFlYPOJQryByM%W^j%xx}j8z+ja$I$nnt>uQHplhcWkHT>h?C<YjLmV~0vLNl
zQZtW(v^$XmAWg7W2&$a?*5kI?&u{$+h@$zeKcmbVlH|8Gr*5eseMKz{@>_dFLBFC%
z6m&rtv`Z9pK>#|Hpy73RUo56zx<P)c4%?c!`K>;o{1(KX9oA89>yCQSZ$GzHJ|~>p
z8Y#~~ZfhHK_`7mj?;$|uEfdVR>ELuag2vBJ7*X#Fpw@Y^TNi~=Rx9r!wQhE+dq>%=
zg*l)%F}o$Nx>*Xg8$fHteWaH}Gh0cYu;sskFgL%|=RePHVLgHQm`gFUV3Ae-wMY5s
zE$XJMWTfIE7=XVna8HEQjwk^RtXrV;n3;w4(<`Z4ACip&X*i)>{316OmB;_Iv)N5H
zKNY4T3!#u=T~^WS1aAZ?Ub3SrK3Q#<VSO9~<)z*%`IcNvg6%308lCYPSk!+3-xZ@j
znD6_8QY>-239NP2jCHvP#!1n8+;R2+MU=EJcMZ9=j8ZcW<=KqV^(Lc~M`lw=@hI_u
z@%m^&i8$c=>UGM{%+Ht#GK_>0GxVsOK?HjrX%b3Ee;{K6(W_DX6P!E;xJW{&lY+Ym
zrJfw04iZW?56zQMYC<6zL=sBVP`Z|c5?>1E0WK<@kZDHwB{F4rd6J0j`d!o!2g|}I
zoVp4@h1I{vUMSBW!RBQuQ)y+qpT@$!n#)cgKKLvY7^itXS+$8JKV#a*b%uW4V<Vgu
zgRvb2ye$}=Ciw`V$t)d&IuP0{22{e)KtJ0`Ka8JSOx|K8waKJo&R{Jz6Z{m)6SD=s
zeEg2hPgpG@u6;SVqgMfE`;yr*7+;IKyW&;{D8jJ!*npCZ=l#tWK&?pC&k?;E)LhJ(
z;N2-~Ke{#_<cNNLTKsxANA#H%hI2$qq%gdD;n;IONZrE}WUoEv{lmEYBAtpC)ljmk
z^D{O!Dv^m51xKAg8omj2sHrlk<hw5v2_ui>A8mrZ^#dk59;c2`2wZTKEGv~RYReM%
z+hhjp5CedAWhh3}Bl)MDgW?e=PMhK)Qw$v(C26TqM5#}3bLOeMxoUYqZExK9OZy<?
z&plr>wW;#rWZ9W`>)Cf>W#sHYAl48;olt^>+eHc?Kjil#g-~Ujf4eB$T%>izu7Pch
zgI_cjaTQfG92=DQzFyDdwoB}m)U&i9Ug^?DNfwK|(su`kw>n=yS<5Vm$w7SR7&*Kp
zH;0YNmmBkf+?bCwgkTUYEsS%O&5hNTacDqmX%Exg-*kBRaTKgH&G$%y{eX!p>WB_s
zd*if~jGpt_daTKl?S@cQ&v}i}JegT+i;B2sL*7B=D*LM}2>i1__fIBnH|ur9e42SQ
z>vfxx_395j&dv(sxikmQ-+0%34xZy2JYQo3vKJ~I@;Ep(3UA>G#h8sorM*rFCkkgZ
zqfE}YL34IxH%N*NPA=C-V7G<&difGD1Hq_lDfZHXy^t8WRK=i^%(r*x@5qd0Byk^2
zYMFdoJ$v00y#|>vvCrtqt|zE~IjNI<lypJTbUq>U@Xk#TdR?|uR#3h;eyoXP#`^LY
zQjX9+>=}sTD&WliD67#tC%aalBD+-AIGC>$LXBfQ_Ij;MyF$@1_4p^dhQOfFZ8$Ub
zx=<g@j2)}AOrVh3{wn;<;P0n6OhuSh(1#R!OK+(-gUr~~iW4h7SF!I?oOQ%=yMuES
zC2S!x-dm0ss_C1Z%-FW2@|=eC;(sGxaSD%1cnw#ZldBrUp)#4Vx6U(XmeV9+GRc%P
z%k}=5<$q#F0{qnb1PS)6lVkb_IBc!BedRH57^Os;L&nR_k*_ypRURDq+Ev(eQ)VfY
z<WHF$3Da~_W<C6rSsx)RnyTA^?qrUHIc6{*eTSWWtbV&Gv*(E_CuR1rlQLU+E+OJ#
z0C(wNiX9)m15;*)GF%OkPLC2;*PF+&yP)Q#pr(Jg=8B+Z8^1=n8x_=a4c8oj8oMSI
zHS0>swBz?=u>BL-TLwtde$51GMS+7vR6Gq~gz{j^&I!5^h&u^!fU+ed^3$K8JlJ%n
zi9r07P24<Kuk9(aW>T;h2x1<L6HCW?mxSClnI{uAN`@nn32Oxb7||A30>TkdYVqkN
ztn4k-nwV;W0J3+}y8t#-T8is+xZbA4`ECD>YUpQZ<Ic~Ly~5Eq8J9Oylk`}bJ>~V6
zTw*4R>t~3S@y4G`T9uf?IZo1V#(PdCA<!US=E-<F4qRKN?6^8ua&D$<AI!tiQ(i?T
z61!(Nj)9vkYlA2Evt`j}1A@$WSBS5dY*`R(U`gzY>Wv>j2Ofif?zggKp;KX`zzXA9
z3L}~=+Yr+7vt@xd*y1b-E|e{kQ(?`y*)lmnY!sn0n;F?>fLY&&BsWIrBNzbkHYsx|
zth5a)<l7NmJEy|_a;6zHIK>7#=*iKhuqrJv=L>k&<t^iVIBvk&-Sv^E%Xfl|FgCl^
zA270Zk`rWh2$$^=3}N7s9|2cRhRvQJ6FLU1g^sseM(i=XGzz2HxR+68%~`T>DaujJ
zc@(u>T%Kt6-BHj{0qFi=&`YAA`v;)C2pW#K`??EI>SiZw(&lF4qNmLux{P;X|Bf<p
z>(z=KAtXjv49Er3!Wp@j<T=R5)lT}I89AmSg41SpK+oR?1FBg$*cY;Lqw-|s&edq%
zoH;w`I#QhRPJ_RIlgd45)=vQ3wB4SelV-N>8+WEMWxP92kLKfU@JV7mZj_sk>-!()
z<3?#d&K@}{0`4~Bk-otWlsR%nZ4PpBOV8*qt0h|fSCFjM)d%QsNNj}ur3E1%61JW`
zjfyF$y6b=r+7!Hr8D6(zg;pB%exeLl1-Uwxx`T-h`V#oO{JFY*1mb$nOi5iqwX?P_
zmbJYuUI7A+k31JmNsENhjaVePx_Ww|k9<!gxw<z`6+(EvLlAtz=P-gLQsm_7EHNWs
zeXdM$b9GZOJK~y_uGxn<<KZ<w{|L-h59H0=MP)dZO!ey^cSjs>#q~OgX&&P#5kMq&
zSBWh&IShuifF#9w=mh@`ILni}J3_(T+}&`<9o^(T4EEmsVnyM@V4KLUT{L&M0-)=V
zyQ3yfbynDg)I+nL_yH(ncp(_o&z#)dP$4LkyF)faG9@M;Jp_!0a(8>k7&lYeuaniB
z+#OWOKNZH9M@F?+M>Xx|@{YJ)a&37}iCu^~FwuhfIXETu^dsoZOl}f=>A?Jvqi81F
z8~-A|n@HQW{EelGpWJ&3ugUV1*!8qn;sH?4Ai)<p9QGw(^YrxuSvP&{1pKW>ICIga
zEO4XHE~G%Gtp~+B_&L5WM*1~3poVW2@}g>c(z%CZdtlAJ32ZL3%PFvSUxHn<P_`a?
zE>~htGa5`<f5Er@=p*n(``3q227VqU=o{`j1T`Ddin;H-Uw<;)in)6#fQB%U9v4SN
z!Jd;J3a`4O=Ny~|<%f>o+{A|p&a=^Z0j%>MjHYK|Wy%`8R1aT%pPwkCNg?5rSQoqJ
z)gbYVH)$j;T9g4aSPv#cI)ENWKA%rld74h?eg##3pc454?GJECIUFbc+>sRTbfmbQ
z4<-I`;RK|{E|dCd`9l_GAOl9~r`<qex$dnq6TpPCNJIcR$3R}~L&6=(>g9w8<O>G!
zc!7jum@$guM0kMgBLlLx0Xa=Tu604aHy|4rkV6DyvJ2Av3njkwdJ>PfY5vL}t0oh_
zPO|NAK@A%kkj-`y*V)t5wQ>`nzF|{S+rFb;ONB)YZ_M;Ani|(?T#}a<=v|>nEMS+@
z|Aej$@Yn!2?VsBD1%qG#3QpnmXw|U_d_fYfg)dkW$3rK=^tVM3M34Jt(Euj6p@7KC
z*C?C}5Q}BKpqt=0-_1@pw}QS2<F1Vfjwb)b$iso7YFy2Rmvqm>Yj6^qYZ>9;S&#)L
znT%@jq2r2B0EPnL+;h;vD-_qWpm0{@<YBeLTZS=Zh#Trs<=3HcU20s-i6=<7w9Nbb
za|ottVUeYJ|C5A+CbGDT{!a7v*7_T|g!{$yw}_!De<z!>3rMJh>_W;{BLX+s!Zwe9
z&eqEvM|wL8&T$G-EHJKCa9qKH9fl?sCX&m%UrzXS&9LOh*7XX`q|=EIe3?^_X0K;E
z1@$aA!6^{><0vrJ|Apww=(aow1T&HJ*iuGg88PiH(0Z=lH_xYuEu1qrUfT%4&8i;K
z{&p3j{B8lKXtqp7)*A3%b8(se1=n>Bt}+MLO)f5L;@jlnnzM!QBDhK&TwNSo^j|(*
z))%}Xz@faz7zfuX3>5efzGh3e`g^tDH9T6Uq4pBOwS$9enuF_n2iFW2m-Q|Ka_MT`
zJmB#Z2UiJjWjpy9H<7_W)LZQm;(sPSofn$eU$7qCFbdiffZiVl{j5BK_5J|#iZJMN
zQP3*_(4)hkby3ix1JE79prfOpI|QIVQluJ`=vn`XE84}3pYI`a;>;NT;7Tm~@h919
z@J&A48^)>_ZeP+`+=C^sDgBewFY1{aD;_PDQApEj?q?{Lsuuim$3=CibR`qicQ;CR
zT9WZfIC{zIz68irm#{<pXRd6X!e{jEG~Z0&`$+}&3NzjrQUr&cni3RCUp*DLNPu~?
zw_1McOnC$<;oHx0DK+21(|yUx8g!m?r{Q~#MTzMp<$h4`dlytTHGeH9<vNRek5`Lu
zOB0#lEltAI0AacCnm>>>iwnN2f?0yXn-E_bt}|YDZtNK`KgUfxI~>SZ12aCtcbw|2
z__`#DjEegh7U9^uReKRx1<+WaQKSH3EF+a_3X5n)6BklXoLII<;z|2`6}|nZ%`C{j
z!`7CwLQMd4Hfi?f{Pv^CXMA>p^?Z}jLZu6eL}V|K0K?~k<Mek!+|2W{ZF?Ie4asSr
za@tqf_S7bF_Y^gn{abI@J*WLqPW!{7?JI11>mf7OM(JPAY2P{8em~pZ_lh~~Uove-
z?gDC>$j{I}Yq+7`dcq+&?Nd(sDzwkuE^WC~kwL$RICX$OIo|p@sVNU?UJTa^2x?}8
zYqkw)ZVuOU4{ELo*L-=5Pr>P|(QhVOw<MR$Au8s&KN<RnY^{81(7&T|)^TX7w^s7&
zFU-K=kGYR8`Ocaq(JOO{nmB?@`iR*~5Y!p(Q$D7O@O~It_Da|<@#%M6lbJP3fL+Ki
zHR>>qKAP*h;9kqPBCRt>Cme%WU~jQR{{pw|0AlUT!i@l&8HSO{h;-$Dy4AjsH3Bv?
z4JSD2?fAX&4FqGx^2u*0B(pUpEbh&uoCzYkhWV4rmVie&8#&E_P0}W!0^blhT*+?g
zN@h?A&qRI5Z3qRbLH8Uh<7Yo=#7m3YljBywJMc>9ZwhyfuflD`!`pGWbK}@Q*fLb^
ziR&vv`y+az+1e2t#MB?YiMO60N)+yzZp9_)^Ak(HK#nlcbG|K}|4rctxlg*|J|I;%
ztxC@}kx%#;I*a{6RR0E{K8`S}1K?!5|DM$3xYfzZ_NsBK3o5stIIf+uV&xXITf`Z5
z{mahVL4CWP$Un)hBk)IM*g&wkh<IY&Y&dl-wD|xh7tr}k)4*})ZO+AV7{uVIRbQ^+
zm&nW)E0Ch%SIH{*T6TLLz+wlm*a6g>h`q0ft8K~K7DXvcfjXN%L8rl2lCB<RSK2C`
zRQYOP*|te(aLalIWvTe;AIy_Ib!EPygb#q=ee<`W=y+{LKM3ERghQ}bt#=51MMvNz
zpw`1j2B-r(Di~kQUpVemoQi*<lUxPbf+U;A(Rbz8CMf~3X@)~pAnPF850f3{;Ncl;
zU*1A|q<kfu5A1-w_#hkFE~1&8hFGaihL}q@8AfiNXUVfiLVFr|$i#tfBl~c<<AKc6
zxB2ovL+uz@@ewV(iJMc}BtH~Rp{>e;^RvXd;7sR-@~>p{Gdc$z$>~FhdiRk$8J$b=
zV*(F%8iA0Xviwj;Tj@zUlfch-889pTnUl3o2hWmW+F7?sMMy*Q(ev4mj`+XYp(h<c
zNscNOYa35X<fZY}Oie|5PKDjqpje<t<Zs3id3!bcoj0zv_RajVF_=&2sIBxnwWGH1
z1sQLPj@nA?DM4H7H&jpad6ceAM$LCZD;c1!^`>MKTT+!SW3Td7lu?;UH(R+dciBfw
zz6}>_HrL3d&K}|EA%IaX1cjCGXW^{!Pio|p9~}bSOtXo5yMBbgL5|e21zOi}{iM_E
zfTLuZ?SnAfjSCtv`(WC}_b%|M9USeP26Wg-=f`o|_%l&^8G7JXc;qV?=|M?QxY+v^
zJ=I{PE*CTM>v;eKDUvdiAY$xh=vh-6(@a9~U8t2pWV~M>d|VN+%x)sIkXjFghT2+M
zmh<t8U<_#2`Njb4r(xesv(OR)NYsFTx=z4%#m*``eja|WKS_S?*;sgE8oPI9&T(}X
zcw$8skDW6Dnf2i)L1rLW?&cQ4mvE4h>O3{V`zzAKkV<rbrVqxF${nBqhxh|@D~;Lt
z`d!HD8C&`O2tnIUX~ob~xy5{iiNNp@NU90m!%8YBWv<<pM)<z{k96u}0~2Zj+l~B-
z5;-7P%SxlT+v9gI@4#MynYB);WWF$^5gD6z*~tOk2R32@L!veHLF))@v)q~z>5-Ut
z@-@kCxO2`M?tws*3B9kQfqom1(LswT-83+3+kp@iI=))!0`)~-&7!t^(@4pjGL@Pv
z)2uDJ)uk^ak$txDwaIpA#CTXx^E+fUDrjx-s%*ipyp@l?rKR}fPaobcw6_`6zWNvZ
zs+gVv7A-363lrwfAqJzYZ!13Y6B5cA=`MHnRu4p94@t=&K3d{xM=9jjC{D&?MP>HJ
z*XYnw8duOaU&61Gr4zf+i&6IgENHrIi#0<(3w1F*Qe+ND)h3Lik#SxEFf$gm<px`K
zB=PS79NDL``e^yk&bx1?Vu@;b0Ih;l=yyp21eXtWNQkQe2)7f(N}0pZeDTBMvc&vB
zjNE^|Zu4P8ivgylseQj>`o^G}Vrgbbv6k6kB-{mzM#vToz?zLB=*SzC8~M<T`DNR1
zcTxWm=%td#u;0;1Q|RmDwiY>0WFX`fY2aLYj!y0^#OLZHh&plyOBCnU5m3TuKr@Z>
z4#KvOu1%YuQz#O3`vnbTIU5wsks_X!uAHHb-(~xg+1}vVn;_0SRkb3YzqnWt!9`KY
zrMnA(BqH}fN__!{@&9e>9gO`i1G{$Xy#avvw9aaMV7-T6sUAT7ZtK07EB=0<O>DeF
z>pe{}AL2=^^&Ssl<&{hubU}36i11R$P0;GX8j#;chx*W=#f$)lZ1j8p{*P^Rfa&{p
z+GquuM<ilw^i3j8b}(Zvvb{oQj|x!uQ%ydpLF<eg`3)QWheiHdHhQ=89PZ0dUyqZH
zQOA)tawrMS_cF(4yoEW@L-Fon4IYj3DbyCu5_LhW>`PCr(|MovoD^eDO3+$n4>_Y6
zZ;{x70j+F2AjYWmV~f%3nq=U^jZy70yiEfZzt<w6|2J!TlYTRr>LqR_EvDTJbedOM
z;n}~9+~-DCO#waroB;1?dc)+i%lt&LDKW3TvlB=99tlLiM&>Q=j4zJ(@tiBmW&ku9
zyL{XVP<Pltka)Z+FxnJaeyNm#cZWN_XO1A`jIUtM#|@7TZIDVwPd<f3zTOy}c{z|_
zSZeK*+8jHq_<aw58|f(h(>iJk1~FSoThX^fvdHH#s=1<@2;w8S&y&{FFRV**YOy6`
zM&4g1Ix7(9ZN~fdSEA&(J?JgQUmoY-5goo~LcMc|IP~TqsRKY|ivZS^BdCR*n|R;v
z)GBX8tVS*03*f9sP0g#nQ6oOVas&mU1!g=B5t0p_kc4r^F(Z6`iqFLs<W_2u9;<v%
zm5R$_{@3C935a{;T7Wi+Mk^#A9iz#2;-GSUm)2$vvaSQ#BO{;B7bxt(2X+KYYs{<d
zQ(SG&3*p;?D|qd1fKc9{GYtlv%0h{=8TnTI!8>axB2R#1v<(_@D8ny>l2{%0rxP=+
zmV|W5pijj#gNb(dMjg;7Zb7}8WslpkmJniPyG<kER19|xb^}dqtzGah%s+Qzfa)(e
zpzhnB;{igG{BZ)5xBcG((YbO3=C7!1Nu6!gCtSu7qwZ_*&v|8{B8P8tL@vmo>Km!l
z#UJ2(Gvh5_rmS$>q)1_Hg8x4r*WZOcuhj2bmr?u2x&XbsE<k(i|Euhdrz4tT#&WX`
zbzqaACa_!#qS!wMCy$d<i~M=-jy!;?WeWRl$J+UR2i(zixqy<XHZDYl<?MS9AL_|4
zD<O-b#;RXR${Q|l1GrSv*F<zS9G%Gme0G4wa+2HEHsXAhB8!=_7P&!u;rYE|Jhz4M
zI1xaoPYgqT?!iTxTu9%(B%Vf5)OUyQiBumBp!7?5`dy+LxbF!NKK_s6w}4(F^KZOf
z4u@+w+~+Se<oFDGzi0UjIM#a8VxynrrH_NODC6yb=b_0(w(YkNvR)*b8a@FqcMeN_
zVdVc4s-lN`CoSdupy`U?LYM6H3SAOg@a0Q+DOig3CRL=ocKBV$qofn5%BG>o#zb<-
zv$2;BgTKpoE6@W7XDg74?{58wCdf#(ZXo^CvF!c*px*ozN=IMJ0?ZtL1`cL@4aJ*@
z;%QVPA=HG_EJ*J)cL??<y}^3|uL%uiy8wlgzTkv!s<!`5WZNRoT#^9aV+5C&s9F3}
z#=ApG;J_=Jw4to$ACXdtIE0QVJ=so|1eylb_M+|AvXY(3Hl_h`qG!Kh5A8u3eas%D
z5!01)6<AGdvPdEpPO*ATbwXd=m(CbXOSr8)B(d-fMQ%klC?lhki!&+sn#+!?ZTZoJ
zwJos#@QL%8eSga{DMlDP-le$O0Tu;1Gw9vL4cN~*tU170>EvXZch+T`gdEQcim)w{
za$p}EtQaEw-n2IC)eiP80~CH36Yk659JgSac^KUb=VOEBX7?2W$LtNMg2Y;U#a@<-
z0^6wF+SQNWoteCKJe}ThS8y{r=#9#r)7?p-?r3hs(YS26fE0@|LY!~NBmD3Jth1nO
z!JA5kR`BJxTMR-+K6V{52xFAQc32X#d{kBlHcyssJOBglTq1mQDCdLr6jQTu4vkA*
zN%agh$SbK%0^&>R+dbHYNNP$)k_s3SzQTg@C7EomiLb^snBBYasfC*eROcVk9~aJ6
zHv<_+Zi4GZQL?jrNUBv{UPcLs&&x6E#tWSp2B#xlEM0vuHq8KSrhRrH>Lfg!dEQB%
zk;Oy0FW~M_6sz;fOE0xvmwqiodUuCf>iPg1jfqgU@H?<RGZLfu{&L+iUmK7QibM6*
zh$fHTZtZuRm$NQ=g*f|8lx*!<6<C~VfL*x@zb*1L*c?wV(bsPsrNEk@qc}v`!MKJs
zHm}5FKA@k9#L!lr7_RfalHfuhr|0<3wP#c=B)lC-yXa91fhtx4XAqg<NMyt}yBU=o
za%$Hhqw-5Qqtf#K>x_!b1)5R$THW%xWK@pz6+E<8jd4FAe~lkA!FY0FCX^Xll9=f+
zy9oqz|H1%T?-!jpX$g)#Af^|U7SqoLGe=;8oH~H>Tf=9AL}4h{4>X7N=9l3#r8$o9
z>n`}|&WYCBI5T#SkD@v_6{Z(;ZKn5;V*GK>@BK~`gnEDMa=-TpLGLD9prZvBNZj!h
zLe&Zgj;9g05gzvjm6?^nkA2}`@Ul)o!w9sShIaLU!(V(y^$PaFgS|6=0!1RXkJ)!B
zv`pwtz*;U@Bz6X*#Lk0QOkAnb1pEmH5V*NXDdz_OCWG1UN(%<0I47G-^i8CW?18`i
z@V5wmOB1PMi!uEtK(IXu8qz8oAp|>B$ACSn6?QztFZ;XS{kY4>@A*KtWP2Nb>F+Fn
z`KwIt0CeVvA_T*yynYRSC*vhrqGLTafRAb@*mHAy)KEwOq7nh%@3DZ8_y=>N+3l3`
zO)?h8Z7-rjBe{}~)R!2p?JBenI%vkIHbEO2!C@mw{2Ocr3&>%q(M`jWpUuTCOw2nL
z-kPIby|iNeVac!fqSOe0wQkwEIYE=3vE)zy4NH2&(S2w1&2>lcLHodt%;e+0dHTIk
zX;p<0R0Tm&3dtmro$&~5&3NyMBjvKj!yyx>0ii@mcA=Y=Vqced7O}5U%09#+)pA!H
zTH%z!Az;Uwup`LSQ%>bO@h8^WEV8)x{-sPLXd^ORAL{7sx~(wBI5!%Edz%Z*B$Ao~
zy<{pKLx7*V%u8T(jC~TEtSCqnKGvi_V39Bc@8Q6paP})N>wf^Ar%OFz!k8PR@Pt0j
zT==HIdN0E`*I=9{;MmoKSmC7CxB%vxA(DI;jw+Gk1v(IT%y>gCp*&#U<#m9Bf(ZYI
zvQ*amumCyfEyaCUTsyo;i|n?+BNm-}8<!@7@1Z2+g9`Qd3&W+~C`+^+&aqfUb=9$W
zVF&)i9Xk9=AEExC2F$}(h<~so7hj42`PVjpt6F$jFd(I2#m1UAIAC^VC9y)^gQ8<e
zY0|8ig`*P$DBkQ_GL$LjG|vOPT2HWKyrCR;^ZPFRw*DosV2oXn475bUcrsC=F5dZU
zs*Odb{PPRNPE2KEB*BG7q5M~lje*Y=h`1R2wrKYr9@WB9BYJq<jJk3IucZ^?z<Dj5
zkzt_G5t7M+U_IyhN(@i2uo*G|agxZCL7u+kps(;^s^R!;Y$Gy@&wltJ{SUg1{X_#q
zLfegUE>vy8W5#2IXYfaTW{LFXM|q)HeWpuR1d!}zyfGgb_lzWE(DgmiPNHB+xF5P`
zgf*oB()jF&NH+Pd>~RvQOP5BKy=c>!B4%_UQe_TEUxz7>?zs5|eDJ)%XcVOFV2CWd
zL~ZX*3TCZqe>y#L6OTpkg&%98_c4?n{=)Y$d1O?S=cjPr4mCpheA@S_02R}cCh8ET
zu~LxG>u^w{au>Vf%d$Kp2cRB`U))MBT}YsmbWq9pvso39`q`AoVOJ7cAh4_`dkdWv
z9K;*6a&-{XO865e8Tpr2d{-W*{o(s9G6F(ihe%~iZUA8GcDC6JNwI>%;T#;0DU?ss
z6er1r`QVhG7WYTM=k2g1`wrc-5NJAR`?n}fcsVVYGhTnvh~It;cN1xGPj@n7Y<Qic
z&Mm(cVsNp|IS9yLVWn`6#;2qbeWXn3{giqoAhx=PQ@j4&rWQo+D~4rP<;stZRBark
zGr{2;72vdf&iaM`y07*j!rn9j9k$y4rH`yyF$(568|FC!LCrLr@vO(_O>>+*E@q?u
zpMj#Znbt00kz^N!r$IGZ%kUp64$imx5kL%tK@7aNj8ZfP{!)x46a#Oj_|au320ltC
z!Tc5s9f-||fp=1M0oZ>O1BYcC9v^7Se;7@6-5lyJq0E0DO?JUnJ!6ZtMw4H^<VTaw
zY$c|)ZqX#|4upCt)F7H{WBLCenr!y*N2AGo=n>RGbtlEJr&C#EiOGp3TY<`Ze=}h&
zZ#21DXr|w#c^CVE-~T6~$)i<JHIzeld7U5{O|Id^o4L`XC--qiqe=Q}0bZwQ^50Zf
z9g8cs(6M+!H5jfyykLzgNGO`*K9hIUrZOPw7)=fk9zxONe*UO68~?JIGHRpA|E0eR
za6v^lw<2))?_$Eo4Eet+ChQ>cg9@AjwEydv@O;&YcB<I#j0u@f@yRL)2ak*c5M;bV
zZ^h66qV>bkBc+``H}vZ`COnBm=Ej7*JBSJYVV2q^KC=tTd_mIxASV1;iTi&&CVT=R
z6r|aRc?d$L-ts5xg|@lwG2vX=s+##t^rINA6=J@jnD8wIpcuh?GPHrFgeeC?8ox6p
z{0Lb=uV_PY9sTT$1;KiZa{!1tqmxo1kJ9Cr1tJKkT`6>OIUtX(%A;9|WxS91Xilpc
zh~?o1cQ_3)rA*u~i|5ZQ;eeonCmZ`kO`(nC%jqr%QsyH$YGerEyT0zBS&OC2kHs|L
z0v6#qZdN)HYe~r>p`Do?C<L)0t{t{G{#pSZ5Xm8EmS78+57t+<pm;Wm*H<&b0>At<
zlY&4e629%D;T5d5yuI}R;DW|MwSsKMQnt-)_mi%Aq@A<Mw2`fNS-6~hCw4$kJ&^hi
zrAQo#cn!Rz=GIWY80E^A)}depY~%hrVTIB~g$SidIgr}LQp-SqYY`u09*d;|AgLPH
z604ly&@2O0YAFp5c{n13&@$ee9$g*2vL~|EaaKyEOE;m_^p_|y(SOdWm`DnlCr6ZL
z9N9U7b1}$IYY{GE#ab4(I&=Mj8xAetTl(B$KY#0v*vF`wl&;(fuuW`xtiX~`xDUkc
zI`HQTRK*4sV-=p|<X_XIrLF5tT3W}ZXKoa>RV?gFWK1Yqh6uq<;|=TuGiz9|k?fxt
z<p1(iYbbLKDqn%rBHBbftQyxAlY3pEq_A<ODM2BIhgVPh-;$Xx-y`~xvf2>h!Mt#M
zmMBZUwn2^F;>kh4JRl1t8ROTedP&|hvC^2uO`?nl5V=8ITaIF}_xUUqsEqfkE;t3j
zP8>emXfp+;g9<0Tr#0vT?^5#yTTxMY9EV3<17?)#6scvdwRu=_x#^@;sG(DqCN*IU
z!}*Az0Pf?Z#s^G=0e1)hPxJx7ki16+%w>J-2VTG(?j0x5I?qin<UB{S5&|y9=@L_O
zBWtP_mdL$g)&m#09;g^y`Px*H>w!86DIIyB?<q$)>l^YwU#oSrON_H_9tfd#A2lDl
z6Hy!;^*?|VJ;o+u_#rycp%Jcs6jFR4r13Z`nUztJOLK)0PJO}tgK8JWA#NA)lSx+I
z$PjV1P|zpPOZ8t+c{u8&V6@+{fKTu{md7E|F?2(E{S{Bq19cdXA{h|TedB@2KQ+=h
zhpnTL>w7wLNW}N#j;OJ%pU|z2YEHa?EH<>m9ndwJ(h}-llHiY0l*g;(v9o=g$j5NJ
zu{hjdxYHmUZ&+GOA?`*Pb2@PQGO;})V&w4?oOLo2#8OGY(fOiW9WX{fz!$#>HfrJC
zg1P%i7Rgj7egK__5BOfig-3ir(B|}ja~Eefgt`WXC5FJ?j8`2Fqe`V6XQ~#Jg`KJ1
zAaW<5s#-z*ppbS0Ewl{W0~bW=x<MV45_reHEcH2WXPmR66~TjKin}|M3f#Q0@$Yb@
zFRz*w0a%%QLE%G5gOTqS2piKO_<Dpvwlf3EB0SFw{Iib6|HIz<z-3vTkN>yEOdTm}
zthu6kGAcAOW~|hx`3DROjSS0*Qj|x<5DXs7ip+{i63ZHu6_smd)~Gq7W{%2=i7QvG
zSYt)y8lU!*R<4-2Qu)2FbI$$m;dv0NeSe?d@AdVy_U69Nzw2D*I_F&H+~>X@5mTir
z(k&5n2L9FS>bR*h1JAH)>6?KcV!Wa!I5Y5%$+61}{6YUNGjN)tPc;V91<fOsbxbi>
z0B)YBP8r2--%u7{w4`qJ7GZok(QR!E{4|0YM13t7pv2v@pqL_#rE)&)5~@4x&n&1&
z%<!HEF;T9R)$4I4*J%s?7ZTP;yKG{R(SzAqxqM7{M$!$}%Vmwaq?zQ`vi@$Iq?`3u
zom;uvDv_qzYRBnOt){Ghv~EaD#C4(%*Od}$S9{y4g|kS$eHtN>A$OGaQq;i)jNa{K
zH|b^CR({rm9r*M5%G9IEKfa&**&JRZxBS`sT{cnr#HqH;jXf7tA%Zg(CD;m<JU6Mj
zHHRN^W4PlcF|}XHEIULk>D)KZ91o7#yLNJuWao~cGDc=o9Mw?WcB6d1LaEh#5v^EB
zz_4Mo-T1EEFS*6WvUz;7Q0E-pewt|Kl!G1Z^i_)DxBujp<RMwR&kqivcZAz}D-C7a
zYenOK?sja^@$nc7q&b~)^TS=eI5ieodCce5`c+ziqVZYnu~_R^uVTnjZGu6b>~Pj0
zL*k0^-}skQ)u>o)jv<jUuCSP(UQpm1o8+w5x64~rD(&5#wA!RTAx)$N#!>!iM6C9I
zIC@C*GeB{Uuzi(qTGro@g}&rBOXyFw43R6K$lfo53H4Ro;ZY@qUwcOOozW#keJi4e
zM3<efLmNeVWq;y3ko^Hy45!Nen(WUG)XNUGcs@IrWy>cA7NXigl^Vfx)wC`zSMq2H
z?D1BNW@&;}cu!WSv2FH6PkHvCaBT<gj`Z2ADa~uMH+j-(S^rL&9@-1Njy6B$P19w3
z8-&-NZrgX4)v^DX@f}1|zO#(P;&W&*GWiJ|Zqu)&6d6PGGvlXZ+H)uM^Ca4f+e|lL
z+>3lpJXR_g@tk<4@&sgMLy7an_#hpIVTSr7>yp);plEEf+<Z<Ykv1i2<a6RDB~XP#
zeNJqIBcU!zx6Kdr?+I{Miq!=<TY${`o=Vx9bUY1Ss#ZcThyT#a8Ex;AkrWX>ms{#-
z@QJq6r-*K&WTZOyasu7mzBbvTucm^&C%`Rw=U#-|<{7~+OlJfiymznv32@IXyXP@|
zBRn0h>xuo(Mo~xKNH3#Wm|OfOCdAtWzBdY<cM|xYPJ2A!->E2r$OCia`$+0i9Wk!m
z==Y!evkGyStNm*;t|>!dZcr0Qm4v7X1V@&M!<qd>UU%Lz&RUhSb7_yADv{136-i=v
zy#8Kwx`^C$*ZoelWa-+g4)gb_Ll{zgFWPkJR%4=ctGm=%JXW_V(-Ns})t4%%ZZ$(C
ziP5djm%!NF%1j^FrpZoedF_{WqUhbK%j-kPLBFao{c7Gmj9UA6V_7Ro>)$80RKH5K
z#s1`l2>sYSRCTO2Mo_n7U8fc`ksa$wwSJSq#MiMt-__X}{^Ng~j^(VH^?ZdX$UuRy
zM4vIljtKs)x8|blTgjf6W5I4OaJ)7|{olPaN6Sui-2~rmF#S_0S+(XFp1IqOr9zv-
z7u&9YvrXXq28hbQe0*%89Zj9dYz}*Jw7v25xV>v%=qrx#BKg{zn&8%M;M&Um@(Xr2
zdzm?q?z6Ese{W?@+br?Tst_wy(jKnL5+fl?<)p4RzAo1)#<3EkTDlx}bVOxT#AAFt
zk(u_-VRa0S({T1%C~l`QFH3~gtfkLQla1<m8M>P5af&2cMo#rj>BsbKrsiBR&h?&?
zskhlF^jSZV*a$RrgjU8C>dSUAq}a;%SGIaEYoF4SG-=y0(3ivOzH++mEnn-d`@Y<g
zGPS!8WvH+Pu9%3X<<e<B{v0hzwZd7uR3DV(iPHz2o+Yg|NKG<&&Y-G%V^Y4n2W87z
z>o;sP{-s$bIp>|2u%%#TRJAc%wU`pswbq;*-la#W)=JYVVo|EjTzk*;{zwJM@F5<O
ziY-eAlaW+ZV)r#c9}?s{V>MDfo2N&*siG#mE#UW(jh*k&*<#!Xs!E7z=bzcpjGe#F
zweckVb}o<R!gptW8#^Dayr=H${C<(<zhUPMx|)%8{-QkF6rFdq^VK>?%y1A<{C2LC
zQ9VwS5yj3U4yAg`{pByk##_bYR_vBP`8`~@71P{@%ZDsunEM4^C<}1RU4M=Xv#P+h
z*(HhfrbMdf!g*7|@nghp)S$9cOg!=nG|XjDW~im=Jkf5u&uC%EW^}gE=x)!*k%t3H
zT_kw46CC~Z1X<yjiOQKC{Z{U-1=E~7Zw&YK?F%$Iy_zz!bv!-nU82oFL`g#w>339u
zLCM({SnNrw`>A(5XwND348JV9mzKh0B?@39Rh4DWhcT583UP{lh}!)b`Qm~>wvVW%
z3oX^Jkjh@gnG*D?3`dW#Ep4|q{#|%yp1wNBGrGxGj}^o|Ma_4|R8QOAi5VG4wGj7>
z-p9AG?N&&03bQ{ADy^!zE`u9d)m4>BbJP1;z)R{~0`*LWdF%A7-3!?6<F6B?31o^x
zZZ$CWrg~JPRoz;q+7IJa)7Bq(%FOMs<IGG)ob@svWBF@Hw3clpJD)RUK3Y13zV95K
zJW+1xS2H)7(tfX$Db<y6FNOSC$#1I?O_n4g8KN-Vc2hGIi=)AM7M2G~3l9xHD>KLG
zS=$!*zTeJP^AMdS*2h*`WJ8ESAwj}NE2O0)t3^Ky^Yhqd$k~>CZ}yk}*&ZO)w(KuS
z&Q_-i#MW9jkOUuOmkMBX(~@IzxYynn?UkCJlbv%FgTwWQNFD=!BWbW7T~jI*DV#iT
z5#bbKysK}#UeQ>@7aez#Y`0OnoL5zs&Z`8HDKT)8l<z@Ab;my(5Uz(KZJYbf@Y-eq
zjc3Ye4iC4tQ)0}6&7%`UTM_+EOV}J9pf*;NH=$Rxh-3EM9j}?9(5t)G*{-^=Nuy;^
z<Al#c-QkTCPy*W-%Y0PL1i=@Gl-c<flc%{mJz}RL96Qx-L$ylETcpa$8&#LDi7^a$
zS$5^+2?Zm&`sRdupnkJNe{H*(fmGawC9a$F7wQrV(~mK>nMNy8TkKYLFVYzEBA;0j
z`Sh&tm4}kE%55K&lso0}P(|I5YO9ATxH(bIp^FNXUe!<fq1T<J#J42f_tsN_(^7UD
zi-A>3?^H%J#NJ<*d%ko2+FtC=jf%}QSv^rYIaOoTDDtY>s}@+QE}IcUVjw>c)yV$6
z@I4X`#q7H_^Mk~61}UFiJ}!BP&@t@NtV3j1R7ErX*)o-(Jqr7Btar+a;<>erk|{(U
z*w{|_7fj7PU7;*gJM+>H*E6XwU_skG*Ms#)krVBx7&_v2vqG7y6%gsUeNX?Qcr?%L
z<NbPWuaC6nQ(GBkg%aCy>-VX+Ys!Y-Q-3yxPZfGK;ajN8mEItsPW$qwS*X-~<alm&
zOQzA0U7J+)n6-QR5#)ebi#`cd!}VOL-Hlnhr4e@1xmwHKamOxyF3YlH-m?=fQ!5&o
zPI+@yg7j3{B)8QiXG@%?H2R64WJi^m1@-7cHyAxguTQeV+s{S<rI2^oSJ2M}83qT1
zYb8hNDE=3;;`LMdrJQ>Bz?6Np#Jn*Jw@vRD4N}9$8m=fw`7WDPi9GDdvkRLqPgRwn
z5r>Z>tGJY>{DL8pp^@q=CnA~HCG<5BEh27Dv7;tMMkQ-I%eUka(v3}NQJxB_?#>f|
z@5cMPr|WYkJ-HpDKBp(^44?N`?T!S}-v>DcB(}02@9#n}&aO?gpLgh}ua@ZcQ>Fiy
zG1qy<m+6c@I#v;}oHc{rGR3}^jvlS^kUzf*fAK@r_)-1Ee;$axm?W=y`2EFxa?9^8
zKIGKao>FvA5$pSQ{^Ex3&R;C;&R^uGh-k$F_7|6W{lx*_%3suWGKQ~dId+nO88hNB
zv{iE&MtA3!b7c3v+bmK$b8kT9D?PTF5izFkmf=mKW$8MpXL=*~Gd8~4;z!LO<@4Qc
zSLxJ<FE%qGVsyoRn#1oC$K!zQ&v!fYg9G*5o;X&9$o>0n7l<G}-%YChO?<aulJ39m
zyL~R>wClV5LtRGk-9FRfd5XPB=v&JBT=ZRPKvsUdZIf)x8B2BVc;9puyTx(q5+~rl
z<5+v7@nD@CXOOK2HRsa_WP)P`x4+jbm)vz8L>V#Mb$Qer|J*f4JAcW^_Cazn$n{M3
zYbgZs{)>9TBm<hh-l;~6tZj0}efxRbZFP2=iM?I6_o}rEC_kd2r{v{vmbE17^~Kk|
zZmF|XB;k}7PK^5egt}TLE{%R%+{)Rqiq&fRa!>U9llKi&dT|1jU{9!`Wa_2G+=vS)
zi*+@>L(JlJ84pF(*%IX$@a1c9)^?Kh?(J9WG|l1L_4C}VBGU%(DAjh}dLr54|Czfn
zvK-;f@&xww!?HY~Y@E`GTRmkLcp}=`mWDI_gSH0kagC-4HWRRsVTzhgT>E>K=Z)8H
zv??YeKVi*bb=K|lto5PMwm$ZuK|C<?(L}ZT!Rb!rFW#m$vc!AfXqN4GeNB97<=c?p
z7jER3IST|SW0A)t(iz<@+jn}ow^_buAirp%rpcuhVG=C-yBdk`wKylLKemLhayD4>
zA?qt8&Jm&_rhn&5`|^J%UwE{~zjAfMOdv}@I+Sgr32GcS^TXq2N74Az<jYi{*YoD@
zK}vo4e!%m$Y~YF<G(vOuTC(x9i@&dm1KQ<|>EV%n7nS7fj?$B?v{b*Hp)S=~+Z&a*
zn5GI+>bP5OMcc(UwjmjII8A}HZYotNsfMmc6dl-giao?FRuV}+G8>l+aHfo)8>9yv
zwIEf+pG}aPcN#51P2JTrzpJX&FMR$)o$V9b6OVMO84(sCGQT;1{mI53I#UCT(%oHV
zfY~lZsykPhJ8B0^jSQw&D@p#OeG&UD2k*fH6!(QXw<@Rb@pDxCuesw&9#FPq`vhte
z2UX~p|L78vDo_nklzU=rqEo)MPoL#V9d^o88)Yw@p#9kPtx5pjE|M|VMN%#Pj?&^P
z+vd?dvikG77NCvJ2&NP^&y?lgee?GRa}~KiX6#?hX4QJFpjDgm-N=6jC!6iIG}9n`
z)zdRa(7de}CUz%Z3bHqGRJ}fxW6}CaDczA^y{oZRdb=ENmhUK$j)PJntUBH--Inas
zY$D(2vKKG*CVRCU4A6=8>D;$|biL}GzLG;aOsq+SqUYp_p>W-e6!)t{bR^=tQvA@7
zLUI|Ta`8y9&`3eo*=h~EDWseLMqYI;cI3MZyLvxkz<cs1`*(6n9c_?$DmC52&=dZ&
zRgKWj8-mUV>}cD$!|>s^4Uacuk3z<Z-{j1&->QgfkF*hSw?>QW@u?!pJkSyQYhK&;
zxQ_Y-Ej40KkpWDr1Qjcl%#mCE5nIL)X&3&Z72MIGT&4D&XLV!x$B_w6OzH6U3ntm*
zixDbkV6FZtMAk}asZ)rqUo_!1hu_qtyaTjRE`KDMDNk5ga33yxFPaRLaQO}4$QMo0
zC~uqTFdOaMn%SV&n>#AE_3B+BncaxVIdCrBS6I}GM*h7L--y`VT)vH*{PqxYT-hll
zd&iZf-uF76b$SH@83A4ocRDp(Lk(9VKWq;7m4&^2kxyL@lL4Ix>7#-A9amN7hx&>_
zWg1(9F|0IWKq-3)%we)qtzuoJlWzT}MNi4<W}!+dqaR86tcM;x(sj}!by79`so2?e
z7I!#Vpl0o6i-8fzjeLZO%>8XrmH(*IjuKyeK7{y8$)=ij=p$qsO;{^o40T!szm>B1
zQa6t4MjTftlb{;rDm{+t_FOZLe5h`+&Eh^z<F!N?Ipo$_(@oSnJ6&@e>d7(c+8mL^
zLGrDe)%OF<OBEH$Ol)s3P4&E}zQ@OX>_$TqjKI1^8yL`H_#UsS!<3AVG8`+7K5Fhn
z_dSjj{dYOTxEt$2eQKQEnY~o<;+7yRjda%MlE~ckT4sQn_|p>mC*Igj9tU~vI(djM
zI+aY;BLI!SQ&97(*5jPEzm)dZ>!-8$;JW_!vAkaROKokWY!3JPBOy$HBkZU*OH|p=
zY7P%&dF8H<=r77hW^;HZaxKBNeBDUpm?arhzvP_f)$1}8tWv+I4MLhd{E<F$f#@o!
z8g4sz&*`JvWPxZ#w@1`6&0b~NLVQ3!ma6<fciWA+PrDVa{g1AN`rtFtoncFNjRdH{
zQVCnEE?-1<2xxz{>LRa<y+sza<ZKS_xzEwf0N?7-7V8`(R%jNbVS&xzDU!W<i4GZ3
zU6o*;eziQVjZ3TLcBz!^OY~5YOsVcAZ=B0j#eJ%4;wjxn=Q|4F1GOT$v%<Aye3aQw
zRM*>yiL6Uq)!oF;Xe%#PzLo85*kTEY*|1@KzFODdPhw$4Y4_jjDD7`jBsoZPFP&%$
zbeIw-G~I6TfRtk^ZHPx{C_}CBZG}{LirjuF8WXMZpQADL3$fC<F}CfzKH^i?UA#)P
zU6%2!2rK$#IGgCz_kEv=;5s$)=Tzq{7`x{(80b0c0M_!)ad?z%HqTnViP8^bE&oq?
zEX~r*TE5Q%l%dqT*^JIVmIt`8*Yfp$7Ee(8)9%;u$}&7_`KC9Or>NKRX6X`8L$n$G
zCaQA1E3zrvvAuYE`6lDJB+!deT33w(vqdQVDlZee45#Y$@uEPv)UxWo*>`Y#3DYJQ
z*ltxC5}^opk406L-uaGt`(Mqlt!#|HFqM`FfBy!RKSOGB_{Gigpi9p6sKH{Dx|E--
z*eId5s7rCfNZlNMM9yQYk%ht-EBH~uiPbxOp4c7g?X|2{?UJun6;x@jc|+>Tcj{F`
zs7D%h(}l?=d<hF*Oi&(5jk$EpWj;>{P3XDiK~){Evco*a)q0WHBD;$o)Hc(2(kqDv
zcTfQ_&2;Xl3iD}RQzfO2Ta>4zwwBz%a%yu_b5xo7ca7Fk!LhGXk?58tj)>j%zx}sr
zgl)=gb!wYH1;i9~i>hAHFOTj2SwZBI+BxC*u%jJ2UsICXzbP%M4=Zzi)N>1$lc%%y
z?dcIau|Fy&%fE?|DUGJSXUu&ywqNSX(q&z(BJb4oR*?(3iL6aw?FMN$23ntAb&g7>
zd@1{R1PxEWph5g^Cj3(UN{9@7YSC&p%Wh>4()Xko)p1l$7^8}lMS?P<^5vB79!I8Q
zN51egS}e&Pc}=RXSBcEpy1Ksb)2b!nlw($FU%Q~qDv8V|o4da7^Q;7_kkJ^9iNwJe
z{h(T(Q&YhvJEhvgux6b|no3+Sa;87Bs^IT!zFOJu6L{WCcvJeRUS+R&O?PQa=zlZe
z{M#wSs~<ZjHNcIfrtX^w|MM%+inL@a0w9wT^If^CWuuLpk3LT2t=;g+f0P2%VVg+P
zmwvNo2vdRdA?KWe?4h!3v2S;KKI&ppNA=^odB&FJO{4p;+IXU8slKdgJwipY{d^tE
z^z^)MC9$vcfa>YC#~$;kV4t2yJir^tpRpN`17b|7?YzCWoxNx?1Ma66enCvSS!6F<
zE&9-txvv-gme%)7Ku<|Dua)(v7ye9T5~~;9q>J|V!rm%Lj9&N!KZvI-^#FR|B<+Ap
z*ZU^DaN;XYFC6@;?uA#&Eq^ckg=p8SA73y0j8L~19xb)#(hGm=)J-j6?asLzKRx`|
zA0m5UR1<mJ$=GWm_b3yQ-n$<Q`Hym_yI4rQa{RlF(;2EXXPkakqIupt>|!9%-picI
z2ex7l(>1zeWgvR=WXL&AC5d4mhe=@UVLJMInb)|lJVrGTPo?Zu^}LsP(q_j#ddpym
zh!@K(|9hGDi*BQ2q=u{A1iI#t`BF6V$dJ2T2k94BABS&!xku(P_Z~ZAuX%idOBgYN
zFhjA!<2e&L?gXS)-Y7ww`IO;(NbEDA8(u^n<H$ZNaowc9P?s|I$@&UvKYWTTfY~S5
z-<i-22<tyru!cL|<Xpj>lI}px6~t+OPWn&^13#9cd@vNkD$(ru%og!fWeMhOGj$o|
z7(t-~^ymoa<;1jCIIbs2`$>P;tsZWwdD-}~j&~dI%}r(s8N4Ez0Sr?`c*ln>?SIyD
zl2E$3YX5CFbJ<<{zu>ligT!@{KB6wWw!d_bF73ZiBKyt+KhIkk{`Rluj<5agio|TB
zmn09jk)BeQQ5tEftYCW7NYmY4sHYvAHgLR??LX0t)f~Qrm|__PLeDwOofYretsL?6
zVzMu9l~4D+mX4yI;ze76h~Z#A@?g>b6R}>!X$z1~iz$CqjZ#Ynac*y^+7kIpzayaC
z#|_C+C;2F}`f}G@60N#bzj<cvU9ay+&EL~wm7JjQtsT5J$JoOOQ8~V<%<X<vfQ<O`
zss#JUXBa!!T=tIs6v-O4vy7{JtrS2(f00{yZM0SAq@3MUzLpuj=y}3iuU7i>Ag51D
zG5a|IIYK0g{=)&PH`;BeJX6^a=Z$jPeUo0R^cg3abmKd#N9KGjP`fX3G$>6n`WFs?
zyFDQpI0i?!=e-l+^8PuxkVX79Q|K}B5kRw_xZZiz!D_(&J1b`=WLL}aSoK3Q@>GiS
z>`^!g&}erFV#pWp>DZPJQ`GPCs4|$q5s;#FV}I-4Qx;1<;OwKW9IhVhtX9luyPs8$
zZd|)3I@T@&leTt$|7wx%xJKz;@s#W7Uw@Zq5&i2=`ku7WqK(S552SznQFiUIl5YA}
zwv6a{DSD(7KtUC1kXPFY-u|@^0}KCWgRg%@+0h)+h$A58znN~lu_6r<dtY)rnOvP;
zeSM$s^~P|skI{#Y)G4Ly-%}@>_~q8nA<ONgt9Tcw>YdP`;iXF0=I~QU@zEo8F=YN@
zoyQOCV*T5mY=icHVWIqz>f_|Z5U^3j)1CFxfHVT#K#uk@+dKO{4@y-TuDGe@{4>=x
zOCCEpM`T|QuUM~gB)P;=-G7SGpH9?I>&xBx?CNEhvG91cr7%cDkWI$E)GoYw9_`0d
z7haYd<e9L#jB3u0c1)Mbh$Kr#XJ;>SzZgIKXsP5uI&;pnZF23x|NBE1sZMHVpmsCl
z&11$NRkbxZr8<B2i}461-{p0B!BlzyZCkOndh3#`dSatiq)}!lf2Mf$R`jbTSQ%&2
zWb9IJ$hDd@eYxG5-Rq6)ky{7e{J3syGLR8O@^M~pUl#ud0yzp;Z-x33xK;*m;{j&(
z+N?9(Y*MAj<gy^eT%jcOT@NjnI%=WjlB>|yNBxxRf>iG6kIbYuNpycwJz?G^$=+}z
zRr+6V&IYYjXR7}i&Q!bO$|2UT|BLC6A!|de<0tjwMcNQcIFX5xcleD2F{-FLxYC_n
zO}}(*#a14r421Gj+rqx8crE`soZB|iV9Z9*BAAJ+-)Y}$YI46`*P0*NQE%lr`f*LB
zLSp%T&n$p}?8ZQLn&+YX&9{a{u+y`4>X*>I7v3lxNA0TmUKb(etl#f7)1>r+5oCry
zdUsMXx?D0+P9V3N!?~PqQ68<lQ@T;--v5O)G8lZ)u(vb3CP4;W(cnfglx0&p!*{7$
z{2Z12!X$42Nso{bQFbm>Pl#_KU$!Q(5&gypn#U%@V&zrJWl5qvB|)adr0=mK*^7H3
zM|i<&+b=`N@GH;C7}F|(KBR`1=J1ztt2t|%%6O>CL}$EBzoWTT_W)at@#;&dL?`Ap
zvTiNg63%;?EL<lDElo#DYtYilO<6AxQ~ja`&8lj0>i4D5r>tSL-DqwdE4TdbHJo~+
zGe_D!klA-@cSF2Ba=_opYC748khHeyV!v~f*%@LIu0#DS;i8upggDfLR9Y-V9O|gP
zn6q*sCM7AGr8LEz^g?M7aklV)RK@qw{>C@Ap8=&HG_B#RkyQg8j|s_7!<k=^lT&oz
zc)kHGR_6KL5AH<#irjx@JHPw!qD&LA<Zuty&@4#eKB-7B6%HqL(X{e5^&Y*~Ki}bv
zDf-q%>Yg<Ev1F;vA{d29B)Xki--cs6WBA&etCmoe@7sqxn4Dv*Yx=7oRiItF16kK-
z56!V8d%o1I;`gicNZWPYawj$L_*L)AfE?jhy{hktfgS%l(=?trY(#_|Y?TqfUAL6J
zBCX%8U$s;Epzhg!ct-wg4j(D(x^6j?=Y!#2{#FSghv}l)Hp%yKMp_q&Q7Z%fO739O
z5&gmRO9^#Cq~S^CjJX&AzgN#sMd=v&jhojk&l@)pDSWN}n9BP9S2O<Chkv6PKLJhb
zZ^oaz6Ki3y!WLNc89$MQpYb%m`x$>Q6~jnk&G>o_C)D0Tmp`|~nDHM~J}MrOS|P`p
z@voOy`=9ZZV4fNOwRNg{V40CKe&{LNP8l;J>{7464}H>(5!EMn^(WGGoDJ=-N)d1f
zyPREpg1^<{6MVc!+Qa7){8ioBk58~ml-VPnV3=~iqx%HU$WWk1j-{d!I_f{<R?mHc
z%Ov+3{XW6yC&;45K0(?q$ieRu94WW_KEd5gh0X}0X9_d+WTJ2r;*8{7+pddG@MAZb
zJvsV(f}f~%Yz`kS{IB=~AJP6j@d=*6gd%-{-P6#}{(OS}A(HuJ*(Vr&_u~`HN5f(O
z*<Cdq!zak`#+1Gi=@VQjSstiQaEUip-O^osg4y0krfB?T#J^n1q(ixHTvYP_$n_uG
z$o`Yk-;-mwN>=R^*hV2%#(+xBA8{hinG}_SXSZISj0BRg_8iPA`|BTzB;w7BWSjK7
z_w&nCF<T|W2RMdizqHQfAC;fr?2p%T>7Hx;i)2Pd`kc-_>0!FxzR7STnVl%q>jtDy
zb9N&+gr9nh`}WTp_~v`le;UZy?LU+e^Q{j14IO>Zf44at#Z;fmL3qcPk{lvD3n|Hb
zbwAfF&DL<&*3D9p{OzD(iAUcYzEd_1)Uk}68)WIC)`+i%(_^Lb`4gwR0vMOk5ms7|
zmcnCIEoOE;rSZiEWUs{hmQT-i7VY{OJ#RhCr)OOsb6U^w&%5g4DSl1!#qiPo7IH-P
zjf6G+6256m`i#U@JI8iB%YpT1-3lL1dD7Yu<8s$JT%`oF+taINrPGTal=d_(uCm-h
z$=PUKFSV-miYmsdb$;!zI=0{9Fip%I^Hz@XO_4c5gI#65-6ykW9MU$pHo6Ti@}#o8
zU}=B*%$7&DEE}~$aivOQLUIuhrKnZmMpjL0H)VCAWX{B^y+H08Lp;};YP2_%P9Zyo
zELT))y$E&_L>hjYWBBqVEgnT~&$Wv=zSV6T$xkn+cRi#|*mZe%u0IE{X*bUS_7C;j
z4cmB<&5tZSMlCqgD)m<FoG<ScIupbg=X~UJ1X_U>ma}cM`1fLL&Q>qC`R>WXs+^5u
zo>To_9Zbem)S141MQ7(2y-lf~50i^3?b9+Pbq*z}T-M*Oa#?BrWYS6`TWjLpDw#Bz
z+}9GY*aSSLGx42uWed6Lovf-|Syi8~|0`b_Qu(hW|Lqyuk0teTXRG&jKN8axV<(Oh
z>wUSiY|3JZW^S#l5J@XGF>p_J4p{p8j|@?C4Of>5qI*Y|C{V^M*Ukg#j@Ws%+FXJ?
ze$U%3IhQ=v(<~SxPCn^#<RG;^b*HY&)M7Q(+u3i+hj~@i*DH(Gw)FS|ot<6Y&VG@M
z+_$rTsk3dR*r;!3{|F=Vzn%S~l}a$SVi^40x3iOql?6n5JNqyC3E568)bn=s1D7kM
zZk5VDsXkcFro7rhU2D3+_PUr^-r&u$ySKAn-l$4ZWq0pWNMAtVj!!XF#^LQ#Tp=G&
z&Z3+ER^HIB?h-vXKE+q;sk=VKuYX8pj!*IUBaTmT-D>Sq{8euGeTp4&RAkyO_v2G6
z;f#Q1OxBY~<Xk7?B5IvQj?P1cTtw0d-OvB%DcOunIr{Cw&64tI`j_XuuobF1J9WKA
zUDDC?d_J*yTXyx|B-vq7ZTl55&w#A@i$r*ZBQ6nhnvr$9Bc45DS66hPLRFDdx&+cy
zXw$BnX-9fvrqQVoO^x`ijNP(lilzI;?qS{pQG0UbL-wk)>)J<~!pU;Pvl@N)4&dJ4
z%{jpyHAD*yZU|$EGharO-ep~Ni<``LfY5@w*IG@uWPiJmbyb2=U$nheqt?Z4h6f_Y
z`MzY*60xeF)zimzLVW5uS>>X}KYO*`YT9Zug7bHC_*|)p+sF2IuIYn1=~Oyt&(1Yn
z`=0dg{hw>vbSQ%OzL(O#9pAYYdnDH_E#?{Z%=m+n?m*5p9i)|O@1Xj+ES23RdMX$3
zl%CYkRH!ba9GRIf0X;f0b0smIjv9!V;8Y>+GCFrP`bSl|uDTE}O<A3qmnS@+8fvH6
z-8Y;2OLOI`g}bYB<L!}piXN&`DBo)vo2AYf^L=ag1R1U~a`l+(+0VzPh}h2`LL{?x
z|JO=2+IF{}KUV89e7IL3ZW~7#f{yaW6xA`M(3f3z;^&g3>rUwP?M`f;wj^TocLt92
z=ISZmr`MBJB&GdspM^Y&3+CDPP*16?bGzv7;rsVS=<btAj_#gjSX8zY<ynXtoPCl#
z^#jMABHbrl88amPh9d19g>J?qJuOs{DZSEp+Bo?^ZB}Yy6BFs}9l2F8`holt9}!Qj
za(&-i8{^2Rquoq2d-d%ZaA{4iEl*Ubw8igN;$aaIuQVOOmN=Ih_-FU^;wYQ(RWx_w
zwYx3nXZq|xL3fU2dgObLu7G*5O}(QpvTi-!c)nZZK3|6B^}nd=N|p}a&A0Auq##`h
zTRx0h8MnBZ7<qH}2I&IsfThPT@&Bj^uWayo{_Ej|62~2^V&-+KKd%$iWkg<8ZeC7H
zWv`#5|MhXEFP|y)l`n83D;}_E6A@t{9eN4XS&V9zc-9rqd_rGI(KnjIyOa=YnVCGk
zlxwvJ;afWL_fp@Y<P2`HD0y-FMJOeF4Sm3DLFLMfh74=u*0L$f$z!W&&MXQvGORVX
zhRZFzFtcy%Bj<4cd$@mN(?a`vhYaUVon?gDO@(%PS1(KM_Sqqw(}|y;;+yW8z@Xtw
z6HbV;B72q6J-wOsb@PcV7a5wv>qR%79=-TJRY_#yREc`DFV8H9c!GbNQ1XjR5xW6t
z2#djW>j6$xLi)T_HGb(Wgkg+$ZjW@d5LNod2<czCSEMH&BXk+Har5$NL+ehLt27}N
z>&A7;^~CdyLere+G5bkWCn2Jr6iE$w(C2g~lLY}?yE!~alBof;)$P9(ZeBg^bK7KH
zM}|G?bGcVDw>y0<tc2hIrlGgb&6RupJ~xb8Zl61N1x=;5ecRNZ&Ea&Rzt6pY72@fB
zzt;4*EpjVLpS$}Pq&}cNmq-e?#iLk<>2rxWjz!wD5+UDRpNp5#LiMAFKKB#>-rj6m
z>v!JghMyCyhGG{VG8q~jdFn19tzpkvcQtM6M2qaI%3>?87ek9&vaL|*9BYl}bw>a7
z-pph5$Gg0dA|&Xtu)EofY{ud!C7WITN?%+P@A@4ZQA~FAbJ=R|^sea&%j7IePW4SV
z%3#?-z#dv);E=4v1BXmpK5)pCl>>)dx_01@;KqSN=4~A~q+;8^A#$+f>CuvY>0KH(
z=}eX5Uh<Iys5=psU?dUw(UZQ?-n-PEVL|P$!shUKpNZ}nIn?N3-o(B>Q*xHstvS4o
z;yq7qMpj9DXZK+_GPpY}H;YH*?6i!ob-MA7?vg*7!}H{pf2ZXJatQzXcJ4=gdZX;x
zH@aTrc!piK0J^m1*=}Sxro;HJwIKuZRCGZVIp<c*S;^{&E5q}~Q90$QsSmrXWm9FN
z=mD>d?^8+Tx^dZjLN32`pS17sQeu>IQX}tC!M@#9-A6>Q5uS;1<Mtf<3`FEqO}<vW
zIbi-{b*Vm{R7xA^Z>=1x9$E0~;3m>^tj|uLr~aO@Rfj1PI+|OIyALSGmdeRt8QtUb
zLMU8a(Jl?D4~C2W^q+hfiFfT(pOr}mH@54ym&D6d9;RqO&);uMLmD{?p^QyQFz*E=
zAco!?KImi5P$QPQo7N#jT2+c^4zIpMR1i5*+~fGTC@;ZD7iBs4h!e91`)+3}u`PeA
zlpWyGWBCWE%P9M9muNfDpRrb+3>ES8$n`Xq{5#s*>w5lzYU^3o>wWdUL%NRZzpUfh
zZ!$=!Y<V-$HcOx8br16;kXJ<}*TwJkxl~1&&TA54V%?-9myd+|pEP7~A1hfWt)L&w
z236~~ikzcFE_kQh(p{UvRolME`G)Y}HQe`DRy3DLWwhWLTff`nF|t|*@BTUWIIaDC
zBkeLN#C3_Jsbgvp!(r#1Zz!9|$2S@}hGOQCVGOTsyzcYdeXE^k%(|?+6}guVLSb%Q
zQcYbVPM$|fvPxElNPewjs!j|w7IxicUF?k+Kqqt;x{SNW@k_~4^-$wjOC;3O?H<QX
z-dq#hPURcs?og5J5hGTtzuqRMk+r`arkL97toB(3Wm@6)&hT3Xo}bS$?18}Rjs0uj
z0j_}FBZ0RME?TB5!Wx3NW1GXnsF-UtYOoS}`UXDO5+z!!b<c7tYs#_frTsl+<9!`_
zRISv*@uexEZVyX8^^7l*sjI(k-Hc&wKa^hPowJ9?M;~-bY2T@cxSk0AUw)I}!2#ds
zT;o%c><w`Z)swZTZ!%o1P6KvxuCYoYXm{<qKiBw&Lu}#9%L%?W8G`RB16i*I7d7R}
zpNwxNvj0tnKlkWd<FC7%Yt&<i8I`vnkhVeBd&Lh><5nwbRP)BuMA8l_vfv^}CETg*
z9xh!6^;Z(;^)tK4_fmhpll=Mq+?Q`<WWN3}+c#!jPh6a}i2kg`4Q68bjI(U0ic7^v
zV!#(1B7WJaua2hX*`PXFDADZ$`YM^H_v+krH?%jS2hkN<If37rQ~jYnv~}wUJ<hUY
zpVrJv=IE+<oXo>Q8Fhu6J5vlOR=*#<G$V3TKaYIOrhZa2Mk8-C`8K9=?NI;&TFXR5
z!>Nkw`<s{;FO9kHO>CE2{xgy@;%%$2wd{F1DPnt9L+c;c|N6UQ&<IN3iWP0dvy9>^
zJwf&!1FG5~N>RR2e`#goD_tb9_(7FH5x&wO?)!bEk+)C-y_+#$iTug4V7cY@l}_Uc
zcKFj9xbN|m5OjBT<aq9mwVt`aeeif4d(=|KBU-@S+Mc?3@OU>7_uI*?Ba)|+&6mvG
zPFBFB+sWohU=KUl3I2RVd!Bsz`SKkfnXldaz6nQL(mBLcoy_l>e4AdjR}O)w40_Vb
zRMQcAe|_$-pM8@)H*REPpWBx1^tm-RDJ$w>pIb3Ys^#l*H_0u3pF8sVwvpIM|4#ed
zY_j*XyQj}JNr>rlKa{_t^tm_tNA|ft+$bGQO%L}~$)EiGyWH~kx$8JO5x)95rLE|%
ziF9?guk|V-pjtU%jrwGXv}oiS^$wNJ+07C|(xzeSQyZ~fC!f05@x8jP4wcUrTI7l0
zn=?cE6>!@p(F8o(n@;EG@iAY*;G7vNvf4_b53cn{G#bTlS54Gg*;?7iaSZ-r??E3^
zQ7IBA5npE8_Iw>8b>Eb|?AnCzDnjH9W3?^u(K9mPh)=C{q;!lM>=-f&eN-zk%pOAt
zPeE*hnW6s1M{(CeCvl6c`SsB$2;@A#c~F^9<U7s-Z<-;?3f&cuPEAs`vmvT-@Gp{E
zcs9Z9C|f$TaHPi6X2##nj@Ax2-gbyghhxBRhl$=i&t<|`i_(w#mWS{0%#!P!mXZ0y
zwY;cTZ1qGKri^(M`&U%qcPZSxq6DWS$O?kUw~5|ht<c<i)ZBYkkq#pHDwW=bCLHVX
z<mL05?jV_&*=-kQD#fnH%+@lKuaO-*j!mr~U;b_m&sfmenYkqR8rLi3dOFwAFV$e8
zid{;MIm_l@l=>iJ4l$No`Z_+*TJecSU{&D-Crc{zR^k!-4#(@c{NHQ2In|$L<NBmv
zHOzDg+mG1(6M2MR{h{2QLK5Tt94Sq+EEx8?Ke1}qpX^-E(6o+hy*Ve+m0uU7d5A*|
zzu;3_T8*;Q8iaDRvuvL8{%EeQirPyv8!Yz><DO@OB~_1xgCbv=qph5W8g>1gxxjBh
zUG1C(=C`GY@3q$vj9sYQc@h_P$1=%Jk2=^XtuMbvViv_|RA(E3TWM=KKPE#$YsC4n
zbiZWe<Rn)*?{3b*7UbVRokA2if)Xh$mY?{XRLk{&R;W=``H34P#LQV&%HPac2@!tc
zsoeMbi9cWfHFMU7>d)rznL_`Zb@E!~tW68KzaKv_+HMN^<J-i3xi3+d5sx0HE2(+6
z*40LeV@~$Z5R=zY{=5c8%d6O*7uk5nAlrvEgUs7Bfin_FlWPmsP2S5i`8KSF`|7y&
zEOI}f1oycKeAXsiiz&wc8zQ!JSd#h;LuJpa)$VC?_=q>9!J5OPg+~4q3Da{Gan&gE
z$-mSd`-_g0$`rMk`v$m$Napcbjh=M>AEXQL_W#&=)T2Sq$7{37RBKLDV7s@9?A_<8
zQax{ZAAC)>;|#lXYREL>j4T+#ClB?HGra$;*M<HLYOC>jh9#q~*wsY!2W&1AS<X5Q
z(G&Z+-c9fg&E?%ML>)XXHH??48*`Z^_x$E^EVmdK_HQoJkSxY*@xRJi{>EUXRUUO#
zie@dnQc#O$R`OVjy`BrGaYW_{{dh?A%$pDP&or-Hsm4#@bb0^PCsgFv)~ebI-%pS4
z44Y=UoO6O-u)R`%|9ONotz*=YQZj1ch<qR!M=lWF>*H8v7vDK+n=eP|gJ<pcN~iG1
z)-mh^M>&4mdaGC-J64Ru<YWvcA2mX~z-=rE?={x*%B!x7_PkQHMdUoQ)tUKzuJvc0
zM9xu{YJR*xcYg2eGRPU~{f`H)o~u5eLT%M3Bp=S9a!Tso@q<<R!)a=uX%3IST)sP^
z+U}7Bs$Fb1#`YJboe5VygxUFN4o^lf&-qK`^({V5%kDY5IvJt;e%?GH89(o5x;)?6
zRT(bUZwNoUbl8S)Z(sXi1*-k%rs`AF;W6ip$u;xYb>9<zp(!DHk5TrsRiY@z1H<G~
z>2j%lZGm)ljqO!s4?G_89I^)<&kIh$N{)xsrE1Za<WJ-ATrPj(@kBmF9Ljya$8&Uu
zR?-dDq5kA~ozU;`e8##V+)}C<H2NytH;Z0LF|lS*J&~z-&h4YRv&ev~=gp_a+C3@i
zcvV)aO~cG?>S5G*$8ygzUhQb-x@%+Dqy8a?sN1)j?dM%_z8$xJa_R9lTe)<1+}b6u
zhdXW$`t!ZrpYLK{zRyMGi&>>PJyrREEUrZpL)>qBqewXy8#-E5*ZI&BpUPGn_R4F!
zYrZryF`Z!c@_TJ{2CyC%k`|H6ZgsrxOFFssXnP5;R`p@AqwP}V2%yA~HK<!|WOFMc
z->!abM9#aY&ekTEQ94_X1@2BO*NKt;AJ<AhyVL{F%0GG6+%p8V%B5E;?mkz<x!!I^
z;<MiAIuh?Xy30ts`9F~(@jr-UM&e&f8_SIBd*I;qaR$tzKeIcyJxVI26Y?5kygTrw
z_$^%<0N<lv%;KjaKNX4rVJ2!mdVQvvs?-$atd-xM9WhD$ve22NEL&82AH}%3j6=?J
zp#@h<V*e<|E`O|1uCK0+8thC)v7Kl==H)sMm?JxZvid(4QCW4ILAsJYnsMn-++)l$
z#~JL2Co;Y2MCu1`+!^Z&*{<`Ni+xH)1dph?bO+RZz>fY(%7{Lkc-}qpE+pl*#7qKj
zJGhoClGrU1wU+(WlNV>G_`17VIyrq;BkH)z|KAup{xsK=8hz}b1Bsuh^=5nSZeMJ+
z5<VZxJ`NFX+&ER5`HUiy-;En{<@zM|I$N%fbgxIq^&#$cid^rV<D{n;&Kt_aY)t5u
z?{{{tr%f!3R=wLK5mIN{i<8K)V3KrnleACtSk2b*FC6(*c_RaEqRWqrQeNY%SmizF
zDevy+v6`*i4pSbYUvbI4uJy@}o|5QKdh$OtdMxVW$^Qq@^4}ATCBHZSw^XcwM~}9~
zTsWq>bIb)3s&|c<GNJk}WAbvA9XDd+G1ipqWhZ6B^K*v$&rjdUesM1!?%B~dd}$%=
zche`KqXr&bB~68o^Knk~u1xaiOl-@(@#S9GBez$4%mCl_l1pWTA9LB5X)n*3HO!9x
z#mfvWa)Of>{Au;Fn40vzit>Wl!BK(P!IHp9g@KI1VEN3lqWPiHvNJ8K%nDfJ3yO+^
zg@I6MV17Yac`$JH`R7g=6|hPQ<^`=`bLP*thRx*vib`e{SCG~!D4Shwg|3<(v<l0t
zewo3N@?d5`s9<t%c2Q}`@XVnBYg#BcZ~p21t(ak{0jr-y1UM&HP#7#zDT)h1K`VK}
zq;WY@GPBN4wvs1}nV1DKCr`Uz%w)M?{+cEMay{<ci4)JAWQTgL>=>5Suc#yxC=Z6F
z%`B}51<nYho!-CStkSX+xm|Qd+UbF!jL@8-@{`V-9Sn^rn_V$4SQ08fzv${<$`Ha%
zJaNc1{jH)>YCpdsWc4c#6^<HJ9x5v;nN2lCL)1e3>({SnRv@KIRw+e8RMwM-nlfbA
z%+h)2IG8fn8ayO$2GR@(T+_c_zkWI|#7ps%Fhnv=NwK9mUlluaNVGC^A;i3(ptwRr
z?{AT-UF{Q3q|*Jam0fnLpH5y-SU5qdbZ$k6|99IjWpD^%7)-;Mf2xwHfysHfMe~Ej
zMJ2&;RH3v4EsZTG4~`l&VN&jtJY8Ow<_-+CsM4e<IXPM$$&wp|SE0C~nbT$#l!r39
zBpP}qZG%jcLrQTT(X^6M1A`GSEj4guY1!qoic7DYR#Z4d2~adEMVnsW7+va+Kw+>r
z7z$!-GZ%~+HL)NRkn*(#bX2DdbY@{8(#q=J{_1`1lsvoQ{`^q7$ed!4;lzSsY;7K$
z%k6Z-jErX}S%{XR%IjgPBECi2>b8`G%Ixfh4rG|hbv5Q8Sb(xE)ekHyBO@?v+V}}M
zS<|Kk_<QiE!GdYiawbgDw+06$7L}Kap<}f3N=pLtd)+$%Tv#f)$}m_`SbVxQv!J-x
zDle@ln;G<UX04@Z^xJWhv&Q5}Z&n85yOTR^?6fhH&yo&p;*T41ejZVr*zUERVb-`D
zZ-h+eS~ANUbN)Hga>q;_Gg0!4a%D<$M9Iv`$?^y{af~V5l;&KIo0#beNu?%d<xQD9
zDcP!+Ij5k^swgQhnq5L;t1AW=tFW|UMsd)>N((~M3d+g~uF`)GwVYl(p(HePh<iC+
zqIS74Mv`)uf6k~b7d`klCa|EOxTsJK>Vd-2nW_l`^D4?iff>O-uqZSqSQaRd)}@F*
zsrtKg#@yh{kR+@K4l`wBEu0w)7E-zLP{GX0bBg8_F@BZ=${4=Qn4@E!e^p7SU|}Fw
zR#sXzN@tN8Fd0hjs+i!y`4kW=B*_bRjaDU`e5dB$Yc&@~T<<W~e>Ob$7dqY}hT}{+
zJAGM2&?+b{4_X!2CI2qDSI3|Ie<|v)u3hon>SLVI>$4I0-fyn$``;DM{lD#~+HqQh
zzDpvmzp1_d=Ue7;)B(0n%Qq}<Ohmd|b3M1bv;?<Rxvn!yi;Ed=@LZI4H_a->^H8JK
zG;tNuM3MGncfzO>0tK@|42ovZnirfmgDd3?d*h{^Afx38*PbB5pov=;oLO8@RuIAw
zR*mD0PekHJ&(s^w<a?>gR}YuoY)`NVC=ZmBh5`kFk_wSc4ZK<N=7+8d;My0=5904$
zQ4uVe85Gg9w`z?oDC{QGvJPn&twcWh>HjW|{XbOBf4d(4+w&iJfO<Z6Kk<Y63E!VS
zuGvreJ0ij#HP_D>vS2BaepOH$C@)&5T&x0Ih_dp4?M%1}*ou;(nWcqvg9^Nm*{mvA
z*cRz-V(Hl8))vr*#QDjuAm!yOj#&WDU=hn7bEFH+EG;Pv%)x^Xl+L2BMbA|AD?2D=
z?;91Eg=ZWnESg;uas^iXR{CWR($5JlWSu;-Xdd-f**Mi6X63Ld3mjLN8W>kvTrsbN
zKP?vF{jEU2IzPzbhr%g47-E?}%&b-|D{En>i~*#y<fJR-6orE2^9vX*^uQ<Uf5-XD
z+^WZeS6<Pa^}6N}ullcVG1tY04;zl&qT{`1SotS?efVpd>kaLEOJ)_76osy`3MN_V
z-?@L$@h<tlRQkB^&7SF_qKENLGkV<?5&vOxz41Hdxc`^hac@h{^!9QO<9%Cu92ueS
z?1<}cnt%DXl>hz%On=S+#<%NrL_~dun(NDhR}}|KW{2hk&O9S9{IXNhtjvn}#YHn^
z6eny{-~?+*Ndc>BcevN1w@zi<|1aInPkjF0<!}EFmGj@O$N%>Hn-5UW@9ro57yAj{
zpFaBS$F7c!2>+S6KF2U(Ey5lJTbTCB#1dzHW@vJ0X-EfTmX*$*A1s{2CPr>CGxVI&
zVs^{fgO^m3*vldMIl-&Ujq`D9ii77>lro=_mAy}6&0^-CFiXw&R#{N?cIZ={WNgM1
z6%?zjr*bPxc5VW*%1Y;{&7B~-ILDP+*0|D=^3Vhvt^yt$NZ)h*E}v6cQCt`(2`<2y
zVoyoQruKF${%zyek<7ovJczlD|2pj(Q0~dU>(u}Af1bE<>pJ;A`G;F}HcPruqtv=>
z)TlyxRM6YvW)Esqz<rn@a;RZLuYj~i6PQskYgVw#VnaVheq%}sbIXFWiWWv>Y(}L}
zDPCgHY~@qUSMg9fLLYE`JruN{ygXPI3dnLcAnh0|)EbH`k1b$hMJYo@;R))cuHNXw
z6v*OA_WA-RV+^t@X8j~(jLPV~6a0MCTt98N&G4lNCZ4F%#o`GO;ZK`un=4P!>0@z1
zM0k<8ws~xtPJfc&c*ALi_ZnVf`0`J6e48hoqOVUg%rz`Be9Z6;!`10JzRgJe7nG0F
z1|#Y(WBpxJ7A!Z5Z)KcTNVX)cJRY3c3wTx-^qEkRna#AFnhr4JG+o}Z5t>gLzHT_%
zgr8=vbJ(5_(nEQyB@en-vdEuh1tqhCmI<2@HBj$ScTHsEP_oAmnEcclMxwrOx|Vaq
zD9tAf2b=rb4gYA^RbC}tOo2V2eu+H+B1d=fN>p3m&1Y&kN1vhjwBb;5zr*ki!{|CZ
zHQlJ#FB9cBAtDt2x|2&qH-aq~qvbh!wB|*IuNgjU!WSDx*P~OqUoKIA6SRN1baXA)
zA(>j9O=C4rA7|t=9BIOTY}j3WwNN_WxbZrlJF_%@W4PNe)r5cFu)BQKa~7k=E6>vT
zS%yi5GYlUvyw0$@d}oxF7MpCXYqE8|HyPe%_#4Bw4T}wzPtfu2I@`!|j^^ct|1f;i
z@VFcuevV<}I5V?2SWxC0V`lO|wm7&@&u?AkAx0tfFxxXIsZB*yUrZn}|I+z-iofJi
z9#Qc~XhKP0aG`fd^QG=KeUUt3H^~(PGYd*&;}R#KB*?x@(Sl$P%V(r455=m2GURUR
z;mX0IOqEYeX}Z=2{goCk2u=>-HOQ8#PxX2?*H&dzIl8205tAC=nW<N&J;;Y`k-`)^
zZK~`i#mqwXnM?2(_aoQ5(gneZYID20Iz{T0C(AmKoM<Rd8Io%JD*K6|w<?zmvu3gd
z$5{bc%o)$?xZ{Q$S2)|6#0HNDX`M8|-tsx=r@<3P^3QVa*f;RKB!@I>aDLzT{)hCl
z23z_3FW<_aVdc-V@=L7zGAlo1<yTlK<$=n|z%eC50>>X8D401jI6q{K3Rt7`XvZ0u
zJ9PiL!ti&7dkxRHQ-{|Z{>$)&U+DYSTx(rp1<3JQo#Whl^!?`z`>fE{lMI&|PQ6#(
zf5`AT!%Hr;F0n4PX3i-p)(=w4rw!9RR?dgWU)Ci7IVcmj)Yw-c`qZw56BFHtNpqk0
z(=6g!Lm$`WEi&9>IN;a%ey-u5dVM|3@LEHYpE`5WwH)<`!@jNLn*5y3CuG=Y827xs
zKi6>h3;Oyh!+Q*MdHT@_Bbq#@IX}c!fE84${fov-%)zOhPlOpo#j-(I$kM3Gx~QT&
zc)o8ngNr`1s9c`MjKS6>ad5>Lg0~Fkarg;D(vNi{<_R29TEJq72ic?O#=$a%EBkud
z#A%#yk|o)+8LYFW6;v$L8P6yv=V*&|<wlK~c0T8h7;?%gc%Clit{&VhkSFp+jzW1<
zL&S;GN`hBT<G6}`M8$al$(I+%4l)tH6?Tq0&~pO|O6AaiT5(NQN3=$bVhf%o5cyL4
z0XeeHLdU5Q2_o;C)M_Ow*$nBXPM-45ttg8rf+sApv~GfWAc$|VsYX&$Y4x{w@!d&p
zSy9p}OYp8bkN0HZi@!)0=n3wkDe+0Xd5s!n&)gX)Q3}#CpC^~t>CZT$CmD22UsOKM
zUC-o|c2SpK1YKX(#qig~jDV^l9-%#ddd|t2r1YwaU|y*n8cpf0cO0q914=KBa6|_C
zORs(0)PU$Il_xyrXb`@L&PcbBoD>>r<Y$y9nLnfKa-)3}l&Y1c9(N5*Rnx&Voq?x+
zsByCJ!ZIG?Fj8G9RC?7$6vY@sjWN^nFiK4&DG?R+=)Na^cFCW12^P#dKq+IFw4eOH
zbuB#kkF6*w){{};cUOs?<R7IHi*1eQU9ryV{MVnE>uuxo{l!1m-1eenZ6wM2OupOT
zXL=I0w!N&wcbfQiZZ3EJTkqd(d|fB$zg08M(2W`Wuj#v-{Xc(%lSccmV_c<u%k*nG
z*e(BRUeY}NWzEz^qk<Ua+P8B}{d<3);};uVeRt2&FE{D${JW0dX1HQ`&(d!->1}x&
z_E3Loztr{3JzAG{pW#MBC%+hfEI0a3I7p|z*l@97jAYL3G$VhG(fi$o#qB+-|ITmO
z{sB{eM<Dx;9_laGq;E8G?=tMM{!IF$CfyDf7)GXF{5|avZZq~8)9#J@lhS1d9ezrT
z!70nGrcE9Hr>Ec*jbqZ$4wWaCU4DXTuSmVy;qy&+q+Oc)hkGX@Pxh9ber@;Z)5dc&
zOHUHs)RwjTAfq3XUYB>O6V=W?!PraWxMSoS=^epEcRWr}1=;zJHtF5^xYL$bB0K*4
zZsMOdo+B!yWmic$TfVg>exzNR@=kLb$19y>nea3>+$)W%pRIm*Jn_BKxbZDxpLYH^
zrL&7>s%Jp{{B8NuOniG>iLkHXlPgL>Me~APa<J3SkCEOE-)h3AoBrU>f215ko-b<+
zk*?Pf2c5nVH|4bN@xIJY_jbk)wXEV1dpp~>H)G`9&JM2sG<t7m(utOJ#JPJrGvS{q
z_jVQw`Swn&kPj6#!ts17stvvm^G>m>B)&)(f<J}n<Z~&^gQapGu7I_09c+LWUs;Pw
zwX6X!8BT?nun88!G`_}G3-5%D@NcjU{)%tb#ht`@;pV-asqjvi1M6WiOyrA+HE=Af
zhx6eUxCrimufTXVC%3^=_!Z27Gx*}7Y+5ddHSl>@54XTAa8Nbr;d~f>vSr;0Q{h&a
z1C#i+ZZSL+*1$?w4>!Xtu$}Kqcfe0!Vwz<I_=;{i%!7Hb1cu;pSPSoi4R8x=ffirc
z?SO~F#Gmp$0!)WFFb^((A-Dq8!qu<=Ho+G78ti~OVd8Mh+6U8N5??0HgU7=V%z?G=
z0@whj!xnfC?0~CbBJJD+)8RG=Kh?6{UB0(-548BochYId0W;t$unu;>MmXS3+7X@x
z_rQfPiBBo4<99SN;pcq#zZfRpjU2EYHo{zfm8Bg%$*)7jkK|ncO7suc^V5qtaPY&V
zgRj9F*!e5;58qgYd~ow4lm~~craX4Ho`D&{HG4br;h@L%c2>f<zuDWl3hw(Y?FM^4
zMZM+vY0{m}_3w}qzV$5S!9Kr7PI&6`$O-3fL{6CZ67prBkC)Letb!r98P>uNVFOHS
zLO$5{50nF2VA2_s2Q%QF&Bz1CzJfe(#jC`Fga1T4UPv1cGvHj94_|t1Z)X*3{WJB4
zOWr1b*akab{kyauUhZM<(SGnHm<K!FM?U!RHrfm3{+;^3R@epyx1&E;1(QZ2Kg@u6
zJN9-K!tkf)9q#yydcn%iNe35yL4U<{Df|+Bz}nrE2b;b|-*Dev>IXmQq+OZvZ?pDw
zro%&f?d!~g7r+n<!CLq{Y=C$7-q+azXB@Pza}S)}XJ2O_Uis>S_jT65J$;D>Z|=XZ
zvkg8D>oYAY_4}lQ3t$JVgNY1|KR;w&X9nzlC?7C^V-txFi{Tcy_Q%AB6OY)}nKYjE
zI&xoUCVUSTL+dEYg~_lUj)hxbKHLEp!1%M!8%%|RkKWgr11G^^SR9~!uoX7S^)dT8
z+u<r0mu*=IgZFhN!=W$}=E6dFC#-^va20$DHo-lx9j-W*^b;)WZI}!XN+unA71qEj
zjz>@MP1piIfgP~_3Fzf)<bWCQ8JG{-U?uzt*1@4E$O|uqZSV;gcMkd(LOtPOFb8JB
zV%Rp6dcu9M0bYC}<-(*?%7v3*Vh-aUOowm7JQ#Npb^ud`QLgZ0>Ip}|c9;X>CSnIL
z8D0%D;pjBVg&|l2SHpVvHrxUS{FL^AV`2Ox#$T8U+hGnIJ)CmkB3KL8!3JpkjB;TH
zOg`7LMx07~I0F_#>om%P3t&C0fm`4<xC352ihAZ+*26Fzz5?^$P8fohok2a}&9D(J
zIg|2W-=9;@^Dwuu$O(_nA{|W2rd?qD+1LThoJe`_GPnaSgz=NHze$t_FUX}m;SJ|u
zKd?0qIbr=2(!oP7ARSDF@#mwT3rPnzT!h}?^nAkM@t0DMJjU(IuoJj`8ukSTO($RY
z!3^@1`$5_nCd{IpVLD8lLOte?4wk`u_yMev`$g0PE`VF$YPbUqn@hS2&?iiXZ7>g>
zeL3}qp<>d(M%V<C=8+CQQ$o56krSrFtFNFu*Z?cxPFM%C%SZ?NR*(+n!1$?*UoaI`
z!W@{ffOdw~m9#Uw8`i_rg~$tM!5y#;#$QCggsJdTm;?J<MS6G?tbrfE2D!c(J;7qQ
z2d;%l7gOJBuxGd$7Q&6N3cdkX!FJdLb1EqpegNYyq1~^gT-XkCVD2Kyg^OVgTnFo6
z>UES0*TOyUrN!8FK6ZB_>0o>n>EKbYMtBqH;KMglUwF+ely@oT8el3saS7?*+-mF@
zj=UB9!kMrU-U{1bVGZ_tnPoi)lVRdA(!tN}pj}|youq>s?x7qQhCASZ6_hiLehKs7
zau|XS!&=w?8{qJJsTXW}fO^5ZAEcb=wDUvg6K;KkdcmB>NC!WEoOE#XuSqB2umkp~
z$9@VJk6{Kp>Iv)zzV{^U08`hZ4|prwBG<nq9qhY~bTg1|J?UU-Bkc#@c#d>1@I37Y
z^I;QgfbH--7&jAt;sxpnN4!WqVeU)l1wIMuV0IJf;IKcC4&L`F?ZDD+!|T{NobhMU
z!3G$DecvD*oDLh|t*{Lyy-9gN{D2n9gQvblI=CG2nz^+O*1~PD0rvST`hn@N16~Z%
zXQ5}vBS!1^R^)^^unxZS4tjyFyhnW4`|sHGZ1e#$V8K7o3!LAMeZgb?hj``44--R{
zwF#!f?|+C~@CumoHvIt>!{5W&Q?Ogu0RIYG;770nehCxP(f2>e2c8Y{U?B{_1+W$_
zhYfHQY=P@x2iyb`e`Z<#hUqXlOnNvKhTsNR3*Uteu+K-Nhv~2bUJMgYr9Z)R_$17O
zyI}|(^)cxs95zTe%s<Vtnqei}2IDiBH(}u!wAXg*2abYU#vljW0T;mJarjv<6Rv}M
z;AWVV$$Y#6eZwWN5T5!8`i42MFpF^uW-|ZR!Z_xsCt?2ijHj>?4*e8+g?VrX{eC)(
zr(Z3AiL`4CY@q$N!Z!FZ+yi&Rq&dvnpHV&>3-e($tb|X(I`{!>f_q>)JZvX&6rpdJ
z4D(<nY=VXGQ&<H{{)Jp{32cJTz;^f#7&n*k>vPh>5|{}W!$No;tby;s2Dk&Zz^Px*
zZm<j{UQU068Su~!(!m>G6|9G=VCugq7hVk8;Vm$(nDG=Q!$WsbE=-1n@Jv_(uZInA
zIc$M@U<W+xOUj)`e3%Z0!#r3CL$DRr!p~s?jNeUqm<jj5$uOw|IbjA|19|RmZHASw
z?|;xY91I&_CTxR~;T||0CY3UN!wk3t=EEjf33tFcc;;86hquCZ_!NwrZ&@$GWcUuu
zg#U(xFyU+T2Is<hSOvGh```|^9>!n6d<9cs!XElL91e?N9;|^^z<PKc+yb}49q>IE
zUxxd+m-KKl%z?$Q7~TnMU_Gpd?XU%Y4m;q4edxX1vMz+_a1G3Z&%hAu+lk)cVAuf9
zf-SHZhC<9Q5)Ri&IDAFI;fJsT9%^-VCRX6D!E|^w%!Bh`2;K#2;VRew+h7aq-K(>+
z117`71*C)NFc0Rz5*UIjVJ+MQ8{m%Kot^El&q1A?@mJE$aioKn!92JahG0Fcg>A3_
z?t*P_)b~0&;}%j5OojKrJh&Q$;9Ia3_US`9m<U^7ChUL}F!3tJA(#$dhI#M}$f*SD
z%!5e}OJD<h2)4jB*a7#z#H)GVvM=dj63l~RVF+FhYvCH$05`)H_%`f-NAx58HS}kg
z4l7|EycLGvzhNyL-k<a^6Sly`umi4yiIt2`Fda6+Joq*Y!Nd4iP%S(YHo)bu1-8LG
z@Oym4HR)Q*`XS7KC&7Gp7OaFbU>$6PP4F$)4tK)1Mff3ypm#V4=D>xp7;b{Ka2ITV
z;|9=P@M^dRrVi}vOui03A7;XJun>L#tKd$!3g#qGF5Cz^;JrUU-o^MEhaxW=`a{ye
zN>~M-fvaHeMAE@z*bZ-i@z>+8!BqGR%z=mf2tC1MSPLh@26!`Ufh&KEyl?|dx`F;R
z2zlXrSO_14Rd5Sj1>c5E@c5rlE?flTZlpgQPPy<*m;>*F#c;q8=okJIHo=>dNCy}4
z(WUq*`X@|<hw+uN95@0N!@FTETniiEE3gF)JsNr82$*yeehbWi_rZMFa18RoF@rlh
z>*2X@3%nHWfW<KWX4(U$!b(0ol>=A6V!01%;1*a9(~?OK$HE;j7slU$o?$ASejN4)
zt6>P<18d=LVFP>>w!jZz2egjIo|lj>OowN}JUA7GU>U51HLw9b4qM=6*a1I)iPiWu
zDbyQIg86VAtb|Rl4!#8&;pidgTkga7Tj>`t74{iQy<svehU;K09DgF^!aHFbJSr7^
z!w+EcQu^sh*aysmh45Nf1((8A@Lt#i*T8nTaTw*+U^g%o?twXQ@X3@5vtbR~1{+{v
z8uf)|!Vb6*CN3jAOotsX4`%+9`ohVu4pzcOcsFc=YvCSf4M*<VutS&$PlJVUJgkD7
z;VRe;o8afL9fnT9u5YJb!DP4rX2OSmhTQOZSOd4fdKiXV;4ZiWrkqN>m(#8=71qKW
z*a|~1;WYFOzZ!wu@UW4{4U^#>I2<P3!T10(;4GLA7sE<;AFP9~z(&{#+u-ML4~!p0
z`a3Z<m;p0kKD-Q8!YWt?--3;B5kC&q4r^fCFX$&{AUAv-=D>MBM{c+Z*1}D&0k*&v
zIBqoU1t-JATI7N0aMT#u3(kch*bM6=95%w)W04y^1NXq4<IwkA<dccM;Y?TvL$C_2
zgR9^c*aWRC<c7z=xVxzzOol1rksId2V)zSK1OEvdVEkFg4KIToa3M^*hjbIr7c7DK
za09G_Z=FrKaKt&33+KRgxCzFuz`us6ux}3K!h2vb{1Dc_z$D6rX|M&Bzz(<sCf>{Z
z1JmK(VIDmET=WIoVI3Tli@xBwunqnS#@&bg!esb1%!E5&A>0S6V8VIG4Ud9NumHBh
z`7rK&{0^854?myuFclWUQ}d7;=E8co4sL;sa0h%1#@EqrVJaLx1-aqPFa$q<wXpO8
z>J95)3)}=d;7*wM0RGs8)ElP4JUAYP;G?h>ZiNl-J=g+wzz#TPD(N3&zJ=-Vt&3<c
z7>1SbD_95PFGg?hc-RI<z&&s>OnQj*C(M8)Fdr_4mGDkj2isv29B>JGgQvl`m6r7w
zOohGkksBt#5Ihyu!c5ozZ-Xr``7-2&m%+qeQV*C8Q>Kv~7Q+zya0cbV-LMh%Dx_RE
z48}docm$JS4a|fkLDIqdU@gp_MLKvdY=i6J9=Hi6{fhR28Ssa*sV~fgmGBB!2Oo!x
zu(pVD;Tte+74pJl7??}Ba6Bx8Rj>*^2v@;3U=#cjw!^f`N&g7;H4lBk$uI|wEJbc8
zUumv|8S^O@&WCOAZny`243k%5$5&7;OofGT6s&?}a1}hg4Euz)!w%R06CY*#g6VJ<
z%!3K#lnW=oS{Q;2@I%-J=Z27X4gDUb!ec6s7oH4@;ft^az7FeQU;*XAVQ>dr4C5c8
zJzy$qfjMyem6Qu#fpu`tLi7YjUxl9F+c5rd?q7qvFuM|YVd=HB4}2ch!B*G^KY(p;
z;3D({$HSywW4AB^_PGvuVG68)lVLr)5^jNO;12j2jIXEPz*IPRG4jGxSPUP8wQ~P@
z%7queHaH*dfp@~BCzuyu2HXPk;ios!K5$eO?E~{+6TI;z%7t&h_$RR|m<o5n9C+-_
zlnXD0HE=bohlk%nxiACnfwN%JZ}2-{25f}+@b9n^4p@S|;0V|V3t<~Pw3_x^OZ{Ln
zEP<J@5*EVyU=`d5SHWFy3q0ah<c33F{BId|U@EMIIdC;BhOfaI*aqw2F1Q7rwv_a6
zE{tEtIt8Y}9WV#(gT*kRhV<|#SPwJd7I-!6fWLr=Pw|`wro(^0Jear)`+|dEEv$zP
zaO-W<8}5dCV4vI3TLbG?m;u)>M{jV}9n>2xhO6M6un9g3+hOvZ$o({a8BB#!VGgW-
z#qc3m1GmC@_&MAHhyH?k!%P_e4E`!ih1b9wxDFP>EwBc@1?%BKwWNnXfIHyXF#dPc
z^DgQQvtb@Afg$)3tb_lAjWBRG^@cOx9{3haU5_4M4jg<B<-)UI4O|H8;e&7sJah%=
z;At@FS=<bm0jI-!I2TsJdRPbFfsJqnY=ej1OL~|DlQuB!!wh%@%!fC^O8642gU8-S
zdRPkEVIz$HJ^F;H@N<|0H{4HsVH2!{AHoLM0bAgJI_v}vgNcpw7nly0z&!X%7=mxW
zTDTK7z^`Bn%y@wG@NAg)9P=zphh;Di-UCDMAFvLlJ&2vaOxO-*!MNus{~_dtBVZ1^
z7#71hum;`$>*2$23tS6#z&$Yj1<U%;O47seFb5XGVz>y_z(-&`d=GAcVYmbK{w3)*
zTGk0L73RSlI0F{L#jpn63hQB?he;0;;SM+$#=nT(VLJRb%!7k}MZIAftc4Y@0saxT
zz}!`|H@p=ly~O+gGvL9G(BAN;uoBk6Rd6+If*W8v+ymoYX8v7`+;A7ngVv*z3kSnm
zm<Ai**{}uX!49|pCN_~DOoweS5B6C@dUztNh54`n-T+%*6YPKqk0JLT$RB3FGhsel
z3@hQiunxWg8(|o>!9I^uZ+JLN+C=^^1I~r{a1pG8OJE&b1sma}dg=|g!MJAZ<O%8x
zm%}``9){rIPa-!w5jMbI!*;j}#%-qEe#1BpQ(z{13l_tVVGZnn_3*^Cv@^_tJKzH_
z@sG4G%z#Jz7J1=fSPAcdb?_nB2#;PzIye``ze0UrDy)M!aKcl_3(H|GtcMM718jk<
zumgSt6JJH{2HFYcz&tn?hF}e>g>_Gp9=5<1c>FV@hv_hJ3;Pi;9i9*K;5-<Dm9Q3W
zh7Isj*a9E_9s2qc{T?R6&tWDUxSn|rUI?q;0=NoR!6vu~w!`;f+-um$v!sVd!AzI|
z3t=v-g8N`SJahy4hL^z(_&7{@opyy8@C}#`5Bfd&hUu^lUH}{6W3Uar0r$YqVbWIm
zLnG<okuV>o!b*50tb;GWM))__2LB27z+TUh{?DvaU<RBC^Wjaf61KuRXgyDQ7=UeX
z7~BKTfk|&Lj=>E02+W6{!b&*m1=7QtVH2!{?Qjc>dy{b*Cd2P<L~rnFSO^<o6+G%i
z^ak&QZE!W*1OEz>TG0DTlnaN!d^i?X!q4C;IOt`{g(F})oC4$if}O);_&b;h2R6|^
z;A~h6x4;IN`3LL-UJE<m2Qcw1>bnU$gS9XZu7M$#)J(bXRM-S_VLNPs@qe|fzra+u
z59Yw5Hd8K4g*9*jtcTTb3w#OgfLmdFEBzOy!Xy4jdYA)?;bpJ}mcn|t25y1R!X5Ca
zS4jUi)(<chu7Npl?5m`Qb6^cz2kT)g+yW2XLV7p?#=p&c2UB4ktby@=LO(DO6On(t
zuAXf5TA0x5i1>s1F7I`4g4|Eyza<0qb`F&Y=3n&q_)~;S{1FH5?F<~u9|ID`4;Xaz
z!0%t#cd_;J!%rW2O7dXILgHld-@h;9{FdApGa%vS-s2AGGn<0Bl<-3S>os+6=b_LE
zpXi2Har+C>5AlW<y5Xz1zlZR{z2Q^b@Fwo>B7BlJy!QkZLCTkZy{^v9Q5re;puowa
zt%I~)bUl*^pM_p7r=D>wZ;W$fJiF$g8{-bjKbV{(P7eP)_9My}K)k#+-FVqI9(2%{
z0jfNS7vjIykKNn3?j+*XwD{vaa*`9Tj(8WHx3|;kO}vD^x$&~dZ&xoTp49KB=bL!h
z(c?)yxAfxs)l>F%Ud7)|9eRhHe0C5%gYbL3;gr?;b`?eLs`g4mo{kIlc2Z3@AFWOm
zo=*4&gir8>_s(?62~kcw?NLm4++x4Hy=UmML{D|Z%eCWG#g5lRyjtSTko=ZJ#G9(~
zQ}su#*NAr(@!a~4b>!MXxY#MvoEt9n->CDD+aj0L?;h;+QT~ow5mDX)Zh098u`ha2
z^zuZWe8SHpJeJ*75<Y_P*~E3_)e4gIb%ZY_95Zsm=eXrJ5`J4Z;cbN15gw}@_Yi(7
z;bPZr`DdvDr2M2f_B{zd%o~25TYd)N^@PW&Uq0ch36E93O2R)SJXZbc2;b99cq8Hc
zFOFTmHo|w4K34tq5S~o>3%&L0J=v}Q_h>`HW7RK%@Cyjf@}(c`q|Yb3lJHpNR}#La
zoBZntf4H0c8wuYWBmZP%Y9qXZ@FVCyPWzsv#<YQYbkY4it`Gk5C3`#jd+U+qwsSJ!
zZxBA*8$Qns&m_E^@N{o@sT*EM_-?{u>9LCN&j}ywO@FDIeih*zgvXMviSYLbk0oC_
z;X4VBC12dZ^z;1K@+A|#uN(O?3Aad};FbRzSN=l6rTkd)TNUA7b(8-p!uJp!s~<NJ
z{xRW4dCR}ZEx(=c?%FqwiCWq>mj06oZ|SD|Ou}F4ru;&}HxeGJ{i+Cmobcnk@=tf=
zUq$%ZZqhdqeqT4??SxkmewsJ`GB^LYewKAV;j#3aO!%#Y$I@>m;Y$dQW#5H_-#BS+
z=NaDe7rNzF5x$b}A9=%b-SAa}AN|z6PR!Wt$79^^Cc^s=9xHu2;a{)Y7t{ZWqhUTF
zJZAj~e~0iP-ts;EStjA_-Gmns{wd)<@utsn<*y<<O!yDH;W=*jD#G6;JeGc&2yY==
z`LeeEd9Itjo$$@wgvWiKbq?V%>reROgrDq{Z?2nvCgIO^6JAKTlz)mheTkdCitskV
zXL!SV>j6;a;Z=kmMf)D>4ZqAy-$eK^gr|7JXS(6-gbyWrm^Zx04Udb*4<Y<`Z+L+l
zo=o_e-K5VXJg1xVg@jKg{A_Rjz4Zhm^{XPhvYYg)2)}{wxxVy4C7`5lB794X^fC|r
zKkU7GTvgTf_dnO#Ya#+78hIrmBQqn?A~mB9Dqb=&GcqeGH8eA_GU{~Ucr3}(@KULn
zk(rTMk(rT|ky(+Yky(+IVR<3*7?~EC#}Iy>vF2EN&%N7o`@Fut=l6S_KiaPsthL8`
z%rVCt^Sb6*dv6Ea!Fui}=0T@Ccs=L)P0fU4C$1H)%duWC#W@YU7JN~VACLO|$N|sA
zeA`p!1%WsgfDeVArhZTYJ|F@w2k#2|rhZrr-UHlZzaG4Mg!FOf0B3{u)BP_}{!<)t
zke<rdm*V(NNE~~pIFeo=^u}X6{0Hgn4ADC$pjQgLDVR5VlAdo{@b%BB0lg~d&A8@h
z^Lp5J+G~35TE?y*4=G<NU&^((?!fxpIZe}}>#4D}TM*JqL^<<EA8oz{1FDl9qIX%8
zt4Hl2sWs-6@%TIv&i(5rTMaD4Gr>25zXt#P+_%bgoOm91{)D5(c3T9#61*I`{`B^9
z{`^b9``)PH<LACK*FKe_7Uj5T;?ZVo!w6?Va5?Oat{FEj4(uF)-XYR^E<~?h>ACG6
z3z({#jy8{jo<BcZO~l00z+(!IHqQv+)BOJCfKLW*4vNPSe>@7nM@%}}JSHf8o|~S^
zQw~4pgO8wkS*!V}uEPgV&5&LV^w#0`eIKQI?)+__-OzRT^gul~La+Nj@%b`pUwt(_
zy5>8g%1!oC;aAjMN1Oj7dlzeZWN&}K9+hv~J#259rWazb5PECw#pmkC-a<`}?0p!p
zR|>tcQ;s&DN&bDQ=}~(<MQi`ioA__&;d;%f57qPe<5v&8$@d>^K9}-M#;4l6xsdFg
z8OS#g6K!!ZK8Hy84hhlQrt+owPQr#w^~$EO>mG_*9_*w{SMAriA=r++OvRV%<ik!G
z^rqq5?~^^nRUlpr9*xi04$!&6?tViVcpCT#I@hlItH8U1U#N55k0ASX;JM(~e$(>*
z!XLL(@VFWH{3Nh*cSt$j3zQ@6IIKgV7jFEecoe|STJR={{|wCz)%!sefAXggb{=^t
zd|Zjo2cKu)Zu>_*!ym$RC)M9pEg!1q^8)Rr5qk8w;mb*HpQcCt3<>C^BEQnvN1JDn
zUQ>wPzXI(c4GXNMIruy_eDv4jb%FTgfZKD!b4pW!e4@ZdQ9f<A2e;2*0e>o>*9)H)
zKAzfpMu=W)puN{ZFBP8)UWN6&Gde_Xd9=TM)xodwC(PrxgN5@B@J~^1{&M*?xfMqB
zkqSO<iFq8)2Hys58prd&$3JBr$IIZ~T}yd<{yexGwl+SO!_FXlp4l`$SA&;;o5tsQ
z@CNV;gUXrhFJ~M!dXme+kIxi`H1N>|?zVr}Uj{x2*PG4{S~=ACeVw<DIv;v_U*z%o
z+V2AGfZC-tepf;-cO{Rv|I+kA#@jmR^}y${=TX0#r|FTsX{z6me^kCj_}sQTAH1dM
zh1ko0Ug7Ga&AX}nZPxV2-qt|-%Y$BzH9UT|`aVz&>WA9+T@1ZGuk-kw8mbqtR}Q_b
zwLE^04AIlZ?;7ZhsO0f`YKWdTe%H1~yL;X|&NPDO8#u))6MXaAJib2_oR2=fXLo=<
z>&)YOKKL4N)A(Ktz75<ozL$Z24Q?9WtHAAd%;UQQz82ga-(LwS$9ro0qVlFe@7nb|
zey`W`sNS{lI|B>sp)1UB%>^G~;FQmN<kNu9|GVRNJic2>pQp9)yApbBt9bnGqUn)8
z+W1`uy)1kmfIEKo3enTX?|S&PY(x0*nfiAeF0fZVXWmCh11|#~23^0;e4mBNRRH^+
zgHOh}GgR|~`WNq8yXA*o65_Lx^hSp0l?CRLQslP`dg$JP{CHo4?9{@}A(Z<*vNIvX
z&OZZo>R@L$%5A#-bUNdHCwRE)U&<#N>8FA}L-W>MT0Uwo^)Z^c-10;3&kv6_f9yc7
zMAM`3;9bXch~iv`{B|HtP!E)g?`M&n3V<oq*sr4TEN*9@eNer3SK}Gksf3+5o6YNy
zM%Y;dK7hutGc`Np&$)qdClz)o@O=<ZlHQ^ay+;FjInX=p%cIS2Q5@oS1^cx!Fn?3|
zDz_eO-U=U`?wTI8gX%!N6rm6kzcTMTmVy_6Q%wBrO<QkNg5L^m+Lx;Zp9CH*&Oo9O
z|0YD>Nf?mEg5RR&Z>x<TN}mb78vHz+-x(-h9{6VP({(;xaVis)ZyR_r#j{^<oP3Fa
zc$UG=malPtQny2~9HVTJnC#WVUg9_S{t%oyxxx1ASpmNqU~ek)`cOh|?72O_6A{ow
z;6eG>%5f@p26!E~DXzKT-+`O<a|=0rKRtimXCV9Y!K1c?Z`Z^tz!Sht`PYEQfSdA9
z<n*Pm<%|oC6WLEZ5$h<VH~E(VzA}P;x!|43!tb|HJyH1{L;8;>|9=MOZ?6lqk4otE
z{`P3|a%vy5G(8#z9#`#y{H;QMuhpviqyGBT_7Cg8{{T0|%SjR9AUK*upgr*Q75STu
z^!wSq^OEKVwL$GVEC+VF;rnAu<7@%=2=H*@ER~}Kd=xl}9q>cDk5LXj61<1bZwj>A
zYVh#}PUVOLzZ3j2oI7u7<#5Mw2=OAlj1)YF=;?hBUXT3EJPFsw&<i&|5zhmE4?G>`
z{(9kkSIVa}1^pU)5!LT!T0T_24+ZMC40f`<H;<E5;Qhh#^nC0q+`y0@b>LIL-wWbz
z`?=Ev*YP`!HlL&OTLW>WCp~(B57xQe-=97k{95oVo!=WspAS9-+;rVc<(mPXY9S7P
zXmOx<s#9PbtcG6kPCN%edU3l0^AEMdLxKEikYC=eqsIFQ4dBBf@Whi5Z*W|e1?o+^
zpO68b0UoYDQN0$zemeLEICoCc{8amuZ<41}FGa9Z4ZRGU``d?h-?S8b2e@fJxf1+W
z@U!*w+I@vu@TlEp-U!|a+?0P33X={VZoNnTXM*Q}=j!?M{wT#E5C7(Y2enJ8D|L&V
zQn_&`hF%r)E+Bz7AKe|O&ob~`;Ni-dh9q?;$06{GZN&R*E#4Q-_LVr(r0*YU%|zzO
z?*`aQ++&`%6EShjSYlqEWq>Cj{hwse^OwqXQ29(^$|nzcb<hjf?ui$H?+0H(2|PRY
z<E|0nrQiiW9&Nreh~MVtmEiAzo5r77@HfC|ybIVL=B7soL=t#C_+pCN5G`)h@8$*8
znW-4Cuibalcz-Dye0&6+4?YPT*#-RI`@7^v89*WUB=X~$5I^z*ew4$`+WPQ*kezzi
zc@Ny8@nN!N2ji*Tpz6l0f7mJg`DpW0qzS}D4OnC+1H2Kuoey?q2HWwq46KLqpttY9
z(dKB<dn-imPvtk+D~8@Ce9u`+(rZx{7`JGgZw%;B`N|LBd(S8imxbuv640xGp7`(4
z=Eq2Hc8K1rK)h;C#rpWq@Z%K4p%Hwdfs@~v;Q8P;Q#?Nm$!Bz6T+WBy3yoMOlitn{
zy|Dqk66pPU6we8g-k%|QCkFH?pm(SV*S!?4<9`UmOI>eWNHswIS9ZgEZ8y31KLYi*
z+222E!M_F{58VJC<L8aw$v$&G&jjxPemwbmvgQZXTXewReCS0vP0e>veViAfcT=D~
z3NR21T^#;CGsU|ccKU$djC1EE%?^z%*9Y2f1?)_LUU$7*>UOBRerbT6{j#ZfIr($1
zW{3QKJkXAkV5cCusd)qCw<=iAc4sNI9?FJZOiO%^hT9H;^?dIH;y~qF8N>E|2-frL
zQN7XkedfeAHILT)x36{!NO7R@m4I&|{~Lqt_}&iqUkknT_@?Hqq}Ov#pq)@THwNNf
zhx}?2nwm!i<#(CC9XPl^OKcPV{yO=Sjr1MB_fh%Bhvc(em7mI$13TN=HW|lT`kvJI
z<C=o6C#i0^?#Ml|L*Ju15_;jTE8X~jPX@n&5_t0l+2LnuNlbR=`&XAiFWh>W?9lhP
zt_FV)=T5O!F0%EnKzpO_Uu~P%)O-!}{Q2?1pYoyaWgQMaJcz3YpeUbw@TuUFbWVBj
zGbAJ?y>j@o0eYuVoaYDo<Kyvx@~eQokB)B&yB;MwHQ)!pufw_DU&@d7SV-)aA9~%|
zH8np@`8}iMNA0I1P_L<H;68ABe9w(;kN20n@~r`XklNvf5Igq-+F=3gwCmK=e6DUs
zJ)Y~<R|$9za8tdPgXe%ps(13I0p%)!-g@$9Pl!LS2K;G+y~Gomng{6qX!qTcaN*Ji
z9NWNwIP%(!>LC-nM+BY+-VOX6J-xlw-|vdRKLUS0h^q@=vR?{bklfU~Ac)WNr>_Lx
z6@k}+k2<lbxv!r7jzGI^1fLAvOXq5N<<>{inOFx#NS_J54BQl-Jn+R4coFy`22S-@
z3O)<GO81Y~wDy`nIjW%772gYLYM*uB{lPER?NEOhplpzs;vI*9VgmHSwFmMi2X;!p
zYjN%*{1_N-$=2rqe{x|b>!k4WD&<oM-ZuiD51s*z+n0fMr+r?a0=%n%yX_x-b^xD1
zex`=_d2PVYM%WnzJyZKi!iCr72s{%!y9>TIO83*g!OeimnFl^E0xtru1&14fa%%e-
zrQr48XX%`uyQOm0B4HEw-8gqLLdwb4k)-Fq&hV4*y;^jh6{2^KiU;YXL9ZNoZD~Br
z3D(osJGszXnA+6*0gW$Lhv>Z(7+><>c*dzs#{2$7;ETZ9AaDOTofD{^Qt(;ebiMEA
z_MiUvR)SCL2KzeqO>qZqihnKm=F^&*ztQd6HU9LC;G-YL_krnLJ^rrxKQ1_L=#K9v
z)A_#x{$+wc1Rk#bDV{~J{}s6V9MtrXIBCy8l|gU+=}pa_B8{^kSkL|-kY73STaXrh
z-ACoE27d}1%jZD6#;Ww>PaODi@NHDTWx@IQwgl$8L~IC*N)JD7lAT=GnG8<XrOvCt
zcI*O`AEqEt1ikgp`__TpJDOe&UzcxE_e7wo=0D_n)7eeUFOk4o*VrpugJh4&cNqKx
z342Xp?8QlyIoqp+y*+)x@555O8o?XD>2k`S-xy_rcoH_ma^{-vKjk6)Hl)7=y3YA~
zgU3T&(~+Hg*y(bvc|0oyPmI9Jz@sAYD)7Vb<6p?jUk+P6U`+MpfR9A_=cyhp4EEFa
zl&S;LOM~9m=QlO4r8LWe_3TxFxMX0$oOnS~^DEE`<X7%0kex!<X#}4U1v?d*9a>l2
ztDdhTy;A7q4Qy(@m#*`M{3j@WzT4DwHpQ<D`K=m)>zSZ_{<OcJSAq8$8vec{rLP0e
z2cL)YfWHs9{t|b3W6cN-cLJREKgrK*q~8brB<U6h`)RAkKi&4513RNHYHGemw_~dX
z2iYlsoweZWssAm|?5OM73Mvrk(f50fxESRjz2`MO%(K4iKtHWSes>KEzb+>`^nLql
zz@Nss^Kq~p`>{ZMI=B(k;}Y~!=mp}l)nA|4$fq9Mt<UY6osjx0fL_kXrsgN8K5yF>
zT%QjI>a!5}t-sP-pY*-{gRTx)uh>KU^;H302%f3?i`dX3{ZyYd;Pb$*(7E=xo(Axb
zz;XE)C@)`&P}~x+K>r;4VV%<&=Rp-S5|dsY>}2LOHGfF;^paLyRiAHp^;rzP+H0Dc
zJCNSHnjY0>e4sw*cL}PmHP>e~?8IEh*DK$J*qIx!L%(NGG`gvIkM6&{(_f!dzW!q{
zZ&CmB{S>Gt^_<Q%-gB0j(3^fkQ}c-q^k!>%<oEGv+@N@8V}U*8rl#f<D4)Om_?~ec
zBAyQ(b#qhmr9u9viJszE4BiL)GM!Vr`7?(kCOhTO%ZHw+Ug`H3O2JL_S`WS){8;sx
z0lkDtP0e3XeQngrt?Kn-DwtdU&|7~?Q*%Gk+pg(Re0m4!BOe!Z+iq=YzEUrro$J;I
zm8%#$@wTSslXR{gi*?Ig2Hp-Fmn(tzYR~Uifv19-=CL~P?h(>EnTUUc^r_%i%`ne{
z`LLgi^!LF%r#Uzdw)PxG0qooby`g$J?1BC`lz=ZY_~Fj~$Y%xkTpC|m*9Y3Is+XJW
z^aNiA6?V6OHbTF}9Zk)@&^q-RO`q!L2enS6dZhAg{%4bV-r^-qkH$Ccd5g63abNpx
zbNiz5?FB!F^4p@>q5Mt{<VU~n@%z0^&8?~3I6nu<LHXIL0OVIC^lFRLJnJNBdek?b
zbHnDAvkrP&rmO2V=PXT+ujMJ+N%*UW|Mk%8L;`Pp#d{*e<8T9J4|u%JxepRg1Fr!$
zU9aST*F~^j0RA2LVBNmmKT!YR^1&wKeFFM@lNfL;yM%LrR!+XwA+zKs{hmoX=$Xn%
zzjKlhfz$7wP(G$O(C?xgjt~d>y_9IAr*)w}&f0S$^gAk}z{8DG<o|r|vEWmK(yRLu
z#4Etx12>hg2D}m++dF~$`S~kK-vGWT0#D4sbqhGQkpt<q{pSqu9pGbiu03y%3*H6e
zMH`*-bse>9DqkWv`S0Xv^%$~0N53x<1wGo2a7Jl*A?>;<3!i_2o~gd-z!Si4f}KEp
z1fFN1-=E22fBc+%A%C-xek3?u=Q(+rAJh-E>#G9jEry=kK1XYMA?>pe`7MW@seQ}`
zKLl=S9~IzYrn!C8fR6?@)<5{92t2VrzW)l`SpVR~;Kup~-vDl`f8_rLxLg1ETAV`b
zA9^o9&#nInnqFxABfk%zXRLql3UFinQwFol{V5gvNCf-Y;CmzReDJN{rg^WJ^S>Hy
z_}ia7(myVifoDeWuL``Efm8c+z<YpW`6!$MEsp%m7iCN1LR>cX?Vx9hV;XomxN-ak
zzX05{4k-Z722Y_3z4=Go_Hpy4-x(mDrE@jxxx5@aAKWzVRfAs(-bGKZeU7{yd^EVJ
zd~pNuTu20-22S-5quW=@7uUZW@UGy=I=@oQ(-hwV@Ko?joonl(5^##Yso#}@4*?&c
zr{|kKsgPBJ-vgeba~h-66iZUqPx_szCD1dCFNuTjwO-(+IAwq@05{b`F8JICybye*
zfm1o=gBODbt(U1Bm#A2J<*0<-8iO5*cP;oT@Z%|g*WQK)>Z1{SIrs@W*Pdrf!a}7C
z9Ji$c>D9F1#xWC|?3;KVcqO>0Jr;qli@;04*Mpn<s|0@=+*D7s;4gxQyY8a+G=kSg
zNS`zW>jdzN^zz$-{Nqw4`0wDR_L>LY1a4|4Mc{|QPtoo3b0OqkX@vCDPN;m8-W}I&
zHIHlbJ7>`knd3yie|89VOxKn4yJ%-bNKe0q(iz+o=X~&-2<eN#`$kA#23`PeienY{
zcyLo3>%eb{z#U9Xr{KB@(`}%gYtQ4Rf)4`E*SW18#HM=62A>6vVI`2>&hodDeDIgS
z#|QB-eqIcI0P*jxb8Y{$4EzYVvHai-5qKT=esJ>DKMq_G7zgP0==On|`f(~awGUH2
z%m$B?e?B<nZ>pbSPH*C6;QvK>Q$Mc)-wRItz+XP?dG0!J5vl$$VMKwO#;H_r>OUs`
zvccoQWAyyBc`+ZH`e{d<tL+bW94!X_6}+d;`91>GSsA!v$UhC7$`?c2f?lCE4tUT1
zwdYL%=+d}BzaJ<{RC{u!Yx*JU&m`P1{S|gEfL(uFF%S7N0`}bY554Hw=JuHnZiAcR
zTMX`ipN?$&`DpV@8F&JCxOEqmrw-*w;ryLh=JLeBPFv{Fa?_ck>1pd}vX=q9bkE)+
znqEkJ@}Nigy7m@odYV0oPyR4`|26bX?Y9`bJ9xPAx%Cg;Hv+E$9~!|v{SITF2<ho}
ztcHM_+8_OX<CWl<D2u;-&<?!)=4|jg!Q1GZuXo+@gWmuiuXAl*r5Jo9_)R+3K5tP5
zz6{(HpDOUx;3og;z~2Wq`R@$J^*nfrp1-y(Pi1Z@UpDw>NZ(pdKQu7D=7X;XH;o^~
z;2XeC)6?^Qyj%a^pMsnGuL7?JH~C-3+~hy~Ugmd5Z=C<Yn<M0(4W2Xyzh|ZUuYFD_
zA3O!zSpVSh;Kup~zY^S7e(*cN+vxdg?XM1e0ywrq1MT<DK>awlpeP1U(Yap#%uW7h
zgHJ|!6VC@94Q{$FqTd(27CfkY+I3MG_&wm=bpN#ds4DRL!Ep$bPrELv1E>I}VPEgR
zq1Q$9JEmVl&(sdnz;}Y1%9#WHDY$8!QUJa&0xto7-@vJDm4mMXKh||o4fGBe>`;Gd
z0N-ce?)VR02aaJwIE%G$-R4dWIoZj~#hwA~kDKC=2Yv*0!o`#FDMdaG(qkGC&Jryj
zy4D*IXrE=U(;a#}py#hYeolt$)WJ?)&&~^GJN2-09rSRUGGK=Wal9ovahIbXfv?s%
z`Jx^{AgNpK4Csk@;mbvF$pw!A&!Yt1b*J`uoI>zH;Ni+c>F0xw1UJRC0z4Z$+<p<Q
zhv@fnr-B#a+*zZ=!+Um&*A~ETxl>`U3i{uWewC(AW&bo#4{0Ouz2XlyH9tiO{pDKh
zDp33iV5b56SF%$VVrOr_P9f~9dn9~+b;}Qa0Q_7%AMH8G3h<amL;AC=9^9eyHQ>F#
z!>zZ-&j#>5;MeH(sjTXeV3NA^oP-O)NzgO(=S=Vk22T0V?+uRyAB}Uz*&n#i!_PWH
ztk%D<vlx1&`Yr>X0UoX&QF-b2h#v+IxBe$T9Pk&wJK8vp*8D)3eXZ4fDY6qc3Vm`x
z`0|pS9N1Y1?)KLn!FKfinhQIX(7OR?0_{X?lv6&1;Lbwx{`7qCwh?#*cnY{FUNzwH
z;6dZP);=1*`+}o5ntvnw?Klww>}2p`jRTp`YmDGW9{4_RQ$H<*A6*~gewwMp)6h@p
zccUjl{~NgN4AJyM`YHWBbmv9peoEzA4DR;R2_bg0eoDV9o&UJGpJswD1UJPw5BxoF
zQ$H*MuL3_-KcwHUJ_5Z?dVTS=h}-_b8w}iS|KR(<M^oHpXypy*hjFN=u8Ym>Dh)gl
z+|&<qz)t}0qx;F%;p9gN{OASl_QMj*53L`PUIp~Jl{PicCVwk}_3UYZakLWo&4!+-
zAJl^18-X{1-xz@><>5Xh_&~ip+P+RE_!RI>LHq;PL8_NL@NQ3<_g#v>Q^7mw>9u+-
z1y7E^E5SQ}=j-XUeW_aTJn*(U*PbJ81Rn-&ieC~MW+phc7qoFg?SE1|<stn9@b_`<
zyb)4Q{P~$Auzc8YmYCa3F?cI*lOJW^e<B}KoT|WokHG7|e~G~9_tp1B;Pkueb>OD;
zN;Y@{xXJ%~@Ldt?7lYI9ubawO2EH`{uL9o!egb0cpKr8%{5tT>;K@4I?#npW;ogbC
zKGkzJ(r*C2l=hc4Y4xn0I~hp3K~&E<uyX+QXevhm_&#t`do2M^f6Clm%fV9&ocyc?
zZwo$AFQ+$`@bg5Z*8sg-=oRaFZdv%DQOK!0NuzOp19}~FJzgUb&jeoqZW<5sz*mEZ
zi#z#I3O~rcJI?LW;!5+GHqMp7PP?V}-DITk*Drr*J=v)Op9LN?50Q<K`(E|XTM4}q
zqzTwj5A~6qH1JMObAR3w;*Zv!GsfV)6ZEjHpxIHMccQrDg6{zjn)l!jHA&)y;CsPM
zahnf*5Zu(CD!{*wz-z!iF>oqpB6uZudkgLPuvSjho@2fCoHQ2KoXgDZITL(2cu+aD
z`>lE4E5N%VPk+3}1m>?I@Ri`<_JzpLO88j;{us`k4!;D}&s4Xw19qxlC-oWi+=V|M
ze&&MWT?gI=+!Sx;dOQyaejjxG>1}lbgwm&imw}u5bvF1C1E+EnBmYI<?)7wrR*sPC
z=@Qsk4?R=8mxHeaH<hCr{0)O2RE~P^)dudifADf}*Uvs?KQr=ijRifEpSj@gft&m+
z1phcf`uX5%!A<p10iJ~KSD`Zb>r1<zQv==s+~i*acoewFe&RUH>k-mtfR6+>t@8?D
ze-ikQ7TRs57Du#OpZ0mtBG^e^ZZ1bDcz1A9IV!<BL`Yu?o){s0Be)ITQ;(x|-z5n*
z>?ply-p>S21<%yeql~nrk_uT7>}P>z<J`&D;=rGwp=4Bt#jukHJySfZV5bn={rv3&
z%?`zLhq@O-cB)~g*9vny>%q?gH^nm!7py4}cp7*-xM>{70gsNr3&8CNyac@QIkWw8
z@I&CH`ltqvir{}ectZsHaT9Qz6oIFK?~TB7z;}V0)?o$UrtdwY`YQq7hV-Z4+~2RY
z=K;z&J+`w0+*TXi)ZVCkZBc%D4&9j-(oU8H+DQZKJo0?_c0hJAz^8(Lk8@{LupRr$
zz`T=rBj%MC!r%9I+du3~1b><QSs!f2_iVtQV%RzOV)%VYic1-Ibh&w+tpbk$H?`|J
z@WZfw3vBu0sy&bDV8J*zLi$wjUf>S|rJw2sg8a({F9jbH#MOe6cs}@d;AiSweT|yC
z|5yyZ9~_q{0sm-@5800^hu+CAH5q?rqZ&LBe6DVXzxa&&s0W`0PV-wJ4r))E>MIU6
zU{-_E_nZ4UjWPV)=9G-=WI(TKWrXJ+!J}R_-;XH-{{!h0$e_26s+Nzg{rTW~!Oz#Z
z`Z$-%E7-ni9I62q$Uj3*udRm~z!Sku{VcISh>qZ<@i+tgEbxuGeX6f_RNo*m#VHSZ
zHPAa-*VDeAs0e&7cyFC+`|+jV&EVM14#bJ_3EYNo^QnT~>8s4;sRQo;9&X$qKb@Pg
zPYWI{p42X~kv<RH?Z-RJ{Wu49>RvJLmlS}<;CCK!^z!h&B;`{A-V405-u~2@Jm~j&
zDxgQd=V0n@HQ)u{rvBCdPQSNstp1iX3H<?jXX*a(=Z`6Fnc!96rgoeMUIA|Ek44}o
zSD5=_DfkHRWA(=>=;gm=_M;9w7u?jJoLjKp3m&fishp|c1>mOslnp)=+|-})!5;uO
z^`~O+CE&;EPvy|dT4U}{)!@0{rv6k9eiQhy`cvYq_<lm@naYy^UJ7p7SIY&T6M+|k
zPmRFmgHMjYE5P%?<Mno_Jx@^sJ_3Az&iR=Xs?P@SJ0he{yiM6ZPfxGiFV6rc|LJ>?
z{NuN8f;*v;{ao<PuZNEh^>ZrUdhnJ=?}!6|>sqx3bCgC=vQr8>%ib_QH&qE<3T_$)
zYQet)kAW?}pW1U-jo=@Fo9Z!XGOoi6oXU}h^yT1};@pYX%0Xkax*g}1BOi9QLJzlT
z1Af@*d&sDq#o#e-hQCijybOF0`0SwcGyLn1D)3jq({z4=nu{oX9r$|i({!#qU*g=3
z=UgN3RPY+`E_!-xpCcQ5D|knpYtOgkgKq&hjW5NVzo{O}z+=~%{jUN~1UL1EI&eDz
zcM7p@3IFcZ{kK(vr}(9U=OBGso%23AwS#=vzX1GdYR`$m?Z9_wV4Yh4JColEZ-??J
z0nd-X%fUxR;ML$mz)f+k2k##tecT;b+eJv92A&=veGYgExT(JtfX75gUjp73A<k63
z{ornY%LtCM-rs6qrvvgawf6?_E(T8ZnRqAGQ{d<}f&S|4BWs_N&V=3_&>N-esWFV7
zK2qzzeCREQo~eHngD(X))ms_(VsKOYt^%I{exdG%o$VhV>cCfnFGTzFkAuF4{o}Rs
zPu!<^+x)yiDtLcz)A*AOz6#tlU*v;VgNK`sDBi{32f*+4Y5vi5$1OfJh(S#Kqn!MB
zH+=sgJM}1M2Dm$~^wHW!$h^`3JIB9g9xoH`Li+&Eg-w6FwBJ3-03Qh+uAS2uTnPJF
z;Ja|{4AK0!XpV2TQzEBDdEXYK%2f<|zZ(3Za+QHMfxm}yzdtm`yx|Xz8=q?EEqdR)
z&Z`H14g5si&Q*bVBJOUiSHVr~EDd}axTziIfR}=wt=reGcM8B?2JfkJZNIGqd_DLX
zI-d~muN?dn@IE@%?k`jM_JFH>GA-`Zmb87c2H08gfjLfz_uzgPxT!y8fUgJ7(EZS^
zFLS|bz)kDNLhx-7@}CcWI70pv;J-%5zXm*NgE{{O@K|tD95cXE!QD8{GsiI#6Xu=|
z&31}lrwQEM2Yw^Oj<ye63_EXcG}|cy-wJ-L>w{|O-L=Ww{_4R?z`N@8Hb%8C>Su99
z*cSs2>i5*oLaw(nptlZsruxkVuL7qr%imwM{rN)h_28y{HXnQ?xT$_Bz&C(LiU*aa
z7J4^)eC+Z#{}SR+=$Xos3cd(D+<2FSe6qps2k)(ym-jJ<=YuZ>@1%3>Ifr8K`QYd3
zTzlTF4E!bV({;|z@KHJIP|i2Nu^bo9j^K92Uq_~%Z-gDYn!g9EK15IZ9<anIcpeve
z!}a{A9jHeiNa~Kanb4aKJ#4!M>X|<fP36u5{{-Ar&qd&Gfj<(IUftNE^rhfud}2;t
z3Eml;)<gbw#{0pPz7{+uLi$GVz7f(V{TtW);HG-Z1RoC`uHL9#ieP^#xLYsI!N7GM
z#gea2NUscfo1j;Wb0;B0Ppg-5<kxjG_G9#QjM^XSs#e*mUTUD%<I|AuEkmAUit=j!
z&jo)R=l-~nPjl5+Kw{EMnu>k~y)HK1c>9#l^L0?q3_|L*gY2p3&!3t1wTh8nJ@~0~
zeb6nqe7+L`*9RrA^V8?y_k*ZD%fUN+VXlvA@I-J^KdlFEf_>Bc8h0P&1*A9i<23Lt
z;1|Ice>}KT(7LAp_J@IEnT~ajR!(p2tUY&2<tc)_N1$)It}F$g58fTR{`|Dh#Z`hY
z0XL0XwcyWyo7NkR;1v<lC*6<he{f^_2dDJm+CP;q4}3FtxcZ>>Mdf<~-0dH^TD(H~
zM-}w!8txyXL-e?RP=3|O?^@`Y)+P1elfg~piJOKx1n&Y{{&;KG`Dx&jz!P+??c3*o
zQ~u$uyQsVc;1kHct=SLLpXNhv?AGx8iON|4J_kIUpKkv~Ip=}9{q3&cc<KGE5q9Q&
zW$tfD#hB;8P4UVEe*-*R{kruJz6{*d--^Ir1~>J$Qt%Dnrv6q7|9=H{``aR|oQD2Z
z4|~174j(u2H|_!4&jUC0w>0qn;HLhT13nns)ZYrgM@2|q0)7p+X&<W`d?I+b_T{#J
z@Ir9YIw1~xD)>s2)hW~BrLGT`(dbWh5~pMR{EfNZGr$FSKOFr1MEksOE_fGk)4X2@
zo&cV#r`Mjxn-3ljeu~cdK5!~zH7G|S_&GRts<d+OclJ>-Dn~8*5zY?rM(|T3_?h$|
zu9LwpC4=7lr>!qC!3Tkx`bQpk7I?UQGs?dR{4DTpy8Y|b98A0vyf3&Zj+NluBII8S
zPW51_r$+Dr;HK-<q#3x*2RFqp6Fd(*PxoK@oJ$_~B5-5*!DmI_rQk*2#`1$t1P|vQ
zwG%4et>A7u`N-T(oSArz8G0S{a%lUvso?(vH`Q}C_-)|5^z_>INauq;2yPk|ioq#P
zrgD~nPY0i++qWNZ8w!=P3j6^0$rj#t?bN^5;yaF3Sk#{Cp;y1n+}`4lK?AtSk2LUI
z-~)6&wEHSK;8EX(zb`_5mLUJ!S{{F@wfYDdf9Au^Ht3n+T>)MLZfaLG;2XeC)%{c-
zKXKQ!4d9=E-=uTp1Al5$jUP!5VVv4-_9GKKCIZg`cfe23^U<D5E&{i}yX#zA-<5*L
zf}7e+C3q5exOD*4cP)4_c)06m;*H?Fz)f*ZD#3LGc#Q6!cK;|7yc4)-e$N9x72Gtx
z7lB_8A^%eFJ`wV-1n&|d|61@f!A<SC5&Q)3aPgt`nlxL*XJb(Lah(+MoI^JBzJ?vs
zIGPV$58hR`qwTvCgZ~PCtbLbq=p}y_e!QdltOh?BJY0F){tuoB9&SEJL;5uEYr)<1
zRK3<e4eP1QIauF8-_-u{z{|i*?YjtkC3v{;oBS;We-+%={=usZ>8U)8D9<Kvw>*cB
zU7onPSa*DH_9qSeIPiGb_K&mLedio-3*6M73cwrTkEuVEfbRkCuiO7uU_DR{9u50v
z>YSgWa_b+wJ-F%mq@L58;vF|nmEYuF8u;M|{^fvoLjK3;{;Au%?s}{MycM`<+%5rc
zhW&r&>2ZB@2hU&S;K@ioM(4JA&W!qNHTZSlIXb6nN$qn0q}KqwX~)o`cqToJeRAj}
z>h>-P)JG<GDR{W{Px%xfpC#ZQ;@ok54c`BGJ7A|6b}raqZWm?X-N3`;Lw;6)cLz7M
z%R2B5;HGxzJc8#Y!B5o7c~!u_ROTl8+28`{FVfTVz6kl351s~YT3;1|p90=fPp{n<
zDFg2XZn|Em0?z<9wc9%IWN=fzavsGx9o$sDRPgi&`DcSu`AqregSP_@*YBvE6oYpL
zKUTXfhu%Mqp-1tqfnGlJOzpM-d=z-N_C)?<fL{gfw%a6gyUm=B&t*c-RPH?RIzv9>
zXA$@wa8uk%!E3-x?Y0tpGq|bU)-pHQZv?MIdQ-biT7c&h!A<Qp6MQGQsomy*{|atu
zw?*Iwz)j^V1>XlAZXHYUs{}s?Zkq3F!DDus>!%UCAwvF13-P=Gc(`^;`DcRv27U(4
z{qv!AzcLS8Ab(T*i`c#?KBeIGuy1N#mEc>!aa${pzxLcpE%;dx@^1uBF>vY!nc(r@
zD{<~*X#F7MdL{cY?9)Qe6sLUf$H7f;Dh6L}@Pp!9#`Xu|+#hGmYxLEa#H+yHMEYEv
zYrn%;2mUiSwmX8-^GBRW>dwz`i*UbWmw7)o4SYO!kRRITfpfqg0ynkC0`O<RyHkeV
zbt+%)P`pdPUjn~L=V7kPDxh}&dZu<!1HKJBQMaSb+YR8G!Nbi5?)b;{UqX5(SF3kg
zOFX0IMYnxCj_(WE9eLcQ`pJjhV(6LtEe0<J4>umW^$$KB+|-Y%zze}m<47I&qzL&t
zi!mQW$UhbQD)4MQo`?l)y_0|0;8P-`&j+6h9<JUgeKGhfa8v&&1D^|S8fUA(mqtim
z2fiFU+;tDtqw@rwg9MK>|B|0+(5r`@X}-x}ZmOpO@NGyRuHBLS67WXwjyU)C4{aZ+
z9Q=21Qyi+nqw37_O+C01fyb5NJ`1?1-=u*bir{|^cn736mLHt_GubZzKLY!veo_uz
z2cD$Iho38;daMTD0e-CeD-F=w_CxsoLUt0L#JU4~l%9_ohy2gAkzOYBoIR2C$k%-6
zWk9c+Zcp3iEe6j7AFFfi`_#+8r+~N7IeS9axpgSdE#Ome?%b-4SKf6yKZ`)g$)5(;
zdk6Zabx-0FtUJI@pakAHt?gT7fbRtlSC15zLfEebcgN2n%^z+2BtME^XY7yR?GP^o
z9|>-150&6q;Ju;i_fvcBq89uL@J>4C=Pt<4M(|6)k5$j9PYH3~G4#ma9O%6QJySgw
zfUgBN)pH4WBY3!aCi~^!KZA$sU(^ojQJ!zXr{dgMq{ZFP4jN(a^u6YGkhB!>2RF5Y
zOz>QAQ#&Yv{UP9PJ1Eoq326t#u=5G@O!Gq-_*dY41YTZy<mcWfE>++Mz{ACbcpdn6
z;K?}mr`PT`IZva#f}7^wRB%ckt{sv6Z1AtaP5$MBlYgfCi^2Ct$iIx!Cs>;QKKEn#
zZhx)<-|-)F{&nDo!AI!j=kLcO|D9#nKiFrEUn+Qq2s|4+3f$Cg^TGc>{-*d9gC7Jp
z)n6Gnl`m+1w$%p=-1-NPL;m5`57aLl@V4NUbiQ6|hhD#!lAhq*IwX6E&tTsM`lf!I
z0lpkO1-kzBq<vpvE^|}ADFlB8>4)g)(I@Cu3gtf^{A2JFb*}BlRDf>+H^r+4{0;E_
zdU|aiu>pJ=xM`h{SSG|5;HGs(26$bB{ByxS2RD`<d<(c~+@SJRfxF|z7OlQQ#*IqY
z8TymiPA&Ka;6d$%Y=rCwI?rMrI))zAOB(d1L(dfV9PmPLQ#&sJp9F4-YYF(jBk*$Y
zdEj02dexp!sRn-p{4$+upR=h4{{Y<7uH%;Dx(GZ)Pp`G>H0H+ggI6NGsoo2~-vl?M
zF9BZxZd#X=gMR^T>NnNke}bFhUl0C!g#6>46JmFS^l9MR!A<p-1HL~3F92@_H`QMW
zxK(eizjE*la8vzNgJ*)9>aU);DgJRQFb^QTss7TyPX#xn&jD`-ZmPcm@P6P!^!BBV
zdnMo#!GroMkMpTWQx3i`l!x?Z>Zdi(TMIptpAFzEz)kaY;`4Z(5!}>{GQi3HDSA1y
z?<vRye+PV$&g~oBjRW$p5Ip|pkntJippSS{IV<2_5Ad-#cj`mNKVFB^yjBaniO?$~
zy+%#Xo7X~~H>^j#E1@55+$F!_Ucmi4a8vtE1Ai6#T<H4eJ@`$J{!{uK@M>^V`zZk5
zWXRvGU--8U+#UC$e+#}}!uu|iPX+7@*l+F!HQ+hmDbV%%sf}X|%uRkKz9__nNIyhR
zueH+*@Y}${wGS#sF8EF0$GWa4g5DFy(4+E}LGNSejnn<HRf8j51)lIrQ}bOxTrH4^
z*MUy}H`SX{j_Vt6ll@fi4H4{TgC`#_+s_B@10Js3rNKWcUmCdEj#IUIH?-pl*t-?_
z;o?u_tpT5C;8Z_};Q8RU<J{??<ws+Q>Zb0xItdMN74+Ib&)<&tx|{OJ1b-U5o6fcC
z`aJL#z*BUtwZkIjrg5qid=b){+G!>D0`M%|KFUC!+$8^M!CwP6)q5lOW^hyfNh>j*
zgPY=<3BCs0G+yL^e;9!mfqxBdif<|SrU<+e{4H=(`D(#yBBXBw{{Y<7?vq}|{gZ>{
zew7J67Tn~29(XSJV!eLs1^#)U2z)bmSDo{7Ayj{*;5Fbwb#AK%aEMoeH$_Na3-0_H
z{&&17eIs}>xGDdnRrnl0g!Gx<7eq*(2Yy0a_}^8g{ENWP0zY0aAOAj6He{vX(Xj8<
zPyhIYx%R;L4s(11<5Olk1LM1u$RY7Prbi8l?=!8%#qn7M@qPNm_vjbjt$%z<|M(8j
z?;js6Xw0dDogT1bQ$E_Ox!Ec@zb*FG<X5rc344+CcD(r6CrjhR3`fq06Hhy`Ay({n
zPJTXKER}LWym(Lcx-VYbA9dlYabkZ|I?h+MkUzH)8(YXtNEI!=X(h^{<<2-!9eu_J
zt;Fn>@^_rKl&`cBdt1txt;D>T#3x&cUt)iPGsyo{`!w{f5uKJMi92OUl6b(9hdYZE
zR^PhL;-DozJzhL*yXUr?(@xCw$s@;$6+XG=c<~<}$=`J3C+);nj(oG7IN-=<+lh7Z
zG)gPwmd;{+RNu<ZVtbUVYbR#6p!2OQ`u^6QT>QShcqdwZ++J*tman%LN2BF4?Zp!<
z<=pn7qNV(^op>dN^pC{!-QPic6f3uN5PM?fh7MwSoLt>Ol*P#<9mLyla#jcNMypBC
z+!!w(?<jV~%Lh7&`K_m{=qz4IkneUBpC!nbAZa5Zd83Uy+);epM%Hx{i`tT;vaNi%
zllZ2se4>+BcpOPyKTdA%BtAP%R(BE)C6c5(Q9jgJY)F(xI*B)uq#L*9Xo}m#viNF|
zCl6dDZj!ZEiF@QnSBaUH#P{bevgFdM#B-L!ckX^{$+i8&9!vh`O7XiTzr0cu+w$Ej
z#iO=-=}NK8mXBX4Ua{o^SBmwvJUB}1w)<`$CCYtrb3ak*>y7hePT!dqiJu(#LqGA9
zlsJD|%6a|8Rw*0%iIOOiybvWH8X!K5l7I9UKSash{l&Bv^3(p}=@#;>{$gzl`CNZd
z9!;8?qUD+aVt2G$Hb6X%MsbmNy`|haKx}C#KN%pV$B?8fMpk5tcVpzzZ1H`J#4qC=
zj**84i0W9P`(ovT1I2@J^0#d9Y@GZ)Tda$dA7_h4S`l5<N^Tn{K4~R43=}`LlB)-b
z;&{1ap!g=9O0lf9JUCEnZB3dDt!3#TF*`xd7$n|LAj!@I`Pg95lpv=K7Nu?EFN4I|
zHuBp+RA(O!5(nGJR|kpRZAtUK<K%mT#p2`S%E4mGaU|J)ocwvPcra0ZGg!QxNRn?8
z<@zDwaH1?9A{HJm7Yz|FA1{lCh-vMJKHW|}dZAd?PGX@|+fM#8MEu@Pel<jFY)|yZ
z_HxgKqPT<n{6ev;gIsr^c&mea;X*N^V{gzeI?AILiX$CKb5SSx>`?JaC;9MD@na{F
zJkVMGK2$90EO!nS>pRO&hKg@G%QuIL_mU=~Hs3!%K6#P&?F6dXH<NomGF;quqP%ao
zSbU;flp|g{QR4TAzBo}HxJVp0QPy50=A_7vE)vhB$cl@^V<(a3s*~hX!^DP@<U_;6
z_b16eE*5{BBzIpd7IcxHUMyC3k#AirwseutT`UfCk&j+1=A0~XQM2-7`BRRlK3RU1
zBlevv-_H@#Qsv7zV&^Gj^T;W3%`ov)S2};At9<ejv9+t5d5QR~tNeYKc=%MgbC`JH
zRQbs;F}oY-yx2|te2Ms|oBZYyv8S8-;1bc?O}=u8XgIA8%JpG)IqOpKLw9*-xR`dj
z+%;T0eY)H{T)ca_TsvHRf4W>gT<lI8wQ-dA<ctoljS@4`<!hIUr_<%rmx?daPkVZl
zc;ZaC{ZjGPnR4T$qUlTt$+8}D{s{424>@&&c%Uaqp6@9?9w9dNl&_BvC1;Uj)mifX
z%fyzm<o*%j(X&bN`q}c$%fwe_%V#eWi!(^FE<+x;OnjFiYcCT|pF@%l&XLdMiXYCA
zkLHRMy+~5sOMaIt>U+sex#H#CB>AGZTyVMgt+%}Ia<QflNw)Qo)t8GSedHULi?`1u
z$<A}-w2|VzzVesLMO9yt?CmSpjubP_lgmenkIy5?FXzdFBgNcIxqYPgG?OI1Wy%#-
zh<WGB`B#Wf&L_$K^X1kn#Ec8%2Um#qE+EP73uN&qar6TD+ZCepYBdIBoPgtC`I{|n
z#L1(Uob3~@SvdXPlF#|XeKt;C#7N^4+im%+Pt5S$?2cXk({wan&|loiFx*R?FGk>q
z_wi{sUV7&JmUxVEcV(^H<1GC#-`75x(Ogk-B95oZFDx-YK5mQ4Ww9+*Tk>a1?6odZ
z8Xcf<y8PNgsg~H{N;%UOYb^PzC4Od&gnW6(60@wU=Go#Q8~c-#J-Kt<@Fy*@=1ST>
zXVqY<`VXJ{*b(y_xz-Uo9EC3KC7+KK{pF%qkw4XkkNf#1z8@=&5}he0ZpSnnh12Jv
zCjJpC_O!t1uPurmjuS7m%)nPD#mLGyu_Q*m7$<&;`3X5t?ld7}j$dhs_c{006qe=I
zNncuGAB(Q(3Q=$Qe4H3`#9kC9zV@Xoh!u;RlkSTZpE&a881b}}kpC#<+E_6&N-mET
zYongEAbJ&3WvuudQ)R4J*m5u=vtnd%oOnJ){uV3Vje}u$(U~$hXPf<tBkFzfJBJn!
zpE#meD%_e{O2%Akw<Qj<OJ}XKcA^BUd~&7~JE)2d`Q$TFlu;<wI`VBPzNOQHj{HiB
zB@%mj$R~`U^RAbR5M@igB*pVqr^h8Vyn~J?wdHn4thMDvN7UN#HAlSblc3vt@&PGU
zIg3^Nj-xt1^Rzj(xNh=MOFTo378#}ggWRy>MkzkC<Qr1FZ2y1+%N)5|iZ2~GCrZ>i
z@~9N0vP2o`+8ZgJM|<*#^_Hx~e=_xikGxy$lMg!Ley4{D))jJ*PfU^z`e0SQ?-Ltr
zx!NaQ@+lmjf^;KNAF{+!j#cbbOD?y>Tl{utDijLk7AfXhvd$4NS#pabHdwOK5p!*l
zzhF~T;lN=>%<_@sDW7~tir0N|r4*m|<dahD<+@22E|=QkMXSSHTfD}lPk=GpGO<!$
zvB^2t>x5k-n{S`L#}<FGELnA!gVbSOrw+5s?Jy77V!ExmRJZ4>`w*X9s0K;N5XlCr
z?BB7plwyvgaDFFM!6)^TD_dht^JHuBPwE>@zKI{T7W2r@QaN!~Yq660#@eWfjjcsB
z^^LDvOk9{C_C@3LQ1rxA31U$UPRn8@Zb}flV{!URY*Af;c&-&X&;9XoZX5ALylhGk
zd*k0#tIsf9<qp+VK8UBTQW1}?l7-c5Ihu1EwM9r?#{#I8_(syo_N^#d*=~xGSkwL#
zbs^}c7V^DT;&2POwUt;L{j3GiqcQT&R$_IG{IQid6f+nStY4PKi<xn9ZoJqY4@dt;
zUFg)et*;Q<XMOSwM|?q1{f|$6jvA+av(%CG4mvlk4GsMUOT-tV#Os!PJW7=K<cCq>
zDMvopf;!*K7SzUnj}i@ztcwy~P!;?KV?zt^UeqJ1x&Pg7{$KQ)=%MmbF<#Yse1BYi
z-YI8WVj1`ExC}X3WXp@h9ZDnN#E;QjkJz%<Cl*jOqe6?YVu%t$<iaR%pCvz!67wzj
zZj|`Ml1HP&4olWYiN|fZqJ=28<zp?x54QZGg*a@>_gaWoe6p#9sPf65TZp4R`Fu1@
zQH!F*Mn~2}i&{s%A1xM0*&HoaNVz{+?3D6_mZCw*$6JcZs2S*($p6IC;K$W+o+EDP
z((DrltjmA$iEr%o+k9dLH9x3~>xg6b_Gpk-;$&ibG{?uOgfCd_r%Uk-o$j;RFO}pd
zq;~tYkkaWsyL}C$RMHoG?e{}Ur~7>EXP{7I`~|1|vMBMRgBgx8x>aTLh~$jQk(e{u
z5XfjpAfqFJjON26XS6cPpV3EwjCMgvdG2%CH%5u)<S#1EPBhwIbM}0nsIzPgR%>iu
zy-n9lu19X?NR_WyB6Dz=B{p%zw(bu6fHnTVmYBmMXsZ*k5s)Wu5yh+%KU!iTQy_0s
ziy0KJ^;PmY3#|p;-c-p-C-#A%oaD_mrh&D#_`;I7w#WF4i|RdgFV}_WzOtVfsoaU~
zip5f&&PuMGcR{A>ZCbgN+iLmnm6d$Z7R{F2Zi_|soo<RYPgruAP1llG2rXj2+bpo;
z_m+6tlAA5j;Q4+d@+*|jTC{3XX?I%KM1Iqj<&HRHSF6~y!HD%=huYy@M||X{iK5M7
zAFUXc`)C#`ajtfgAJ-FR1}1N_#LaSpC4ObA>0{*%N4$)-j;Ym_izSwp@^vZR@D*T#
z-bvo;t{u>Z4m;>p)I^5RlJ%D4%??Es%dstFsm@AnMqal3$r0aCxqh{iS4ja!N~QQO
zRpo3ad8ZVwVepq?kFzMq)~Bwmw*t1NO0tDk?%8_9wS}qn2-%wBB=3@9jUzWpG+nmU
zYa+;$<llT)u*vUz;(l^tp`Bdjh;=sgt|gRowJ-TghZZjHI^rSc2De1LREg%eUL5g>
zBUGX}cJez8+M;~X5pPn;PkhM-9PztP)*`f=vK@v8JOgDVZ?I{RwAxk<BTDUd6ZykR
z{>T<j*|NeGJGi>rts+uoB|l(`dP`!$f09Ye;M<;$qRW2QtHeuiygnIg>W3`(jU^sn
zt+YXqUzI!!iy%w>;uFtW4<eX9+j6NRzV*q^9CUB_wj-W!)H*LN9r^=hju@lt_EhON
zxan6rNDui`TcZB<*mAccDtvT)z~|PbbAjG^o}$)+)l{*C`&}qyCuIu*8GLE5sVzL~
z6H9$vA|>iM7#Uujyw4HSEV&iIBnKASv|??v<%3dea#yd@9XVHu`=xTA=P)RZO+JJv
z*^;~5g&LNSwtU%bu#ZZy)ko)#IPwWv3#mk%RHEfRO7sW~t+Yg3$L__Q2$Sc@@#0<_
zQJC0qbF3M*zcx-(i7_xBF-C^fRx%z*MhmBbK@~9Rh6(6A>+SaI9Ptx&fE=;Y*A0#N
zFb~^ZRY}noQPMZDc7_*HJcCKY5tTlP2>jq+Ll$`_TrF|YgN$CMOCNPH6h|w<Gvxp=
zO8FOkrW}RvyZRWCt`~Q)-<Qm=u%MpK?c>xEYrI>b7!e+!hC9=dWmsH05>a~Dk@rhn
zBlS}y{tYV@Tdd@ivGDSFORS^%pm@yj$qJv?NH*{``hvhjd)~$Jsc5koOXg^?A4}$F
z>aLa16a+ki>)U2O-x3>!qZYIjQ(MUUT8ecoG9Y<9dammB=UpauM$;g>yd`zhM_P)d
zwrq;Vu!iJweRF+3wG=f`qrPe>*0+%Fw-ik+dO`AEFF67+OkA(Ly8KeyF+m4uXn~#1
z_W12sOU@ymu#f&QChcgk*DV}o>uB+$uN^k&(ShNpZ$4a^E9YAewiK^L$wSeiKI%@K
z&y42bB>o?ArX?<sg<>VgW3F|Td^SehD(A<DQp&5!lJCS|=))<B|4j@Q2*`G`Eq{v<
zD=BJN7|f0pzhO~{D?vv-7mG0qE^K$?=dt2JnSw_Uq&yl+>%sb1T&c>Z;>6oga!#D6
zi@JSxoY>n!u8I>S(a%|U^Jz=@d7Sv6rF=I|tc`ge%NSHjpZ>Bq3fJGiN!sqkh;7N2
zqv-l&NfcHDn^49rKDiAOysrbE=Wyi4C^XJSRST`okwqd$-XtF80w!dgh9$7I&wA2F
zmsxHG$>-uYOg?Ihaq@n;w!sagZMZ<hg^QKrYQ$&AsTQWkn*`=DSMq;ppvovvk4E_e
z^{E@EbrdMf#^NwG#G}Mq2Z6$}{XbE-P&%vvm2eRXU1q&xmHE_EfWUWj<I;Y+C1z7d
zu$uUTCRNpQPZ}ln+So$=!WNkD*SUKm&)Z_7CFk2>Hb?dWYt-qu2(;wWF`|On5Jrc$
zVsP&OE#y60ei<W{k>(pd`AZDyPcFvZ2Cnd9v1EhBXSjZf6@NNtLmx`oR@g4(W_Qcu
zzButplsphCzK)t^eGn(=TgXS^#N%j0cvIU_R>X;4TgqqR#F`lR#El56+skQj>o$c?
zEn4BCdt!w<-9CaKVDP{?_f?9`ci7{=l2_KKv<X+E^c9GWHc}*C2*0nDnBVS@4K$uX
zWv3;dvc+QF=Lubw4?P9tzob1@+IPQfeH$e{vn7@s*y?&;iY8nBAjQ+ZZkwXS4?cMa
z13qq1MA7vBV3eqK<ccV92&-<a-swUXb(3?B{KJO@{T^(bS#p^}L4Ft)a2BnKFk@p?
zgmp5m=gV#RBgSBN>cN5@V>1>~n<e#I?3t7}wW|IN3v{V1(0jP+W}0KJgbx#Cxese|
zxxt6FC3oQ5mRMKpv*mn8Jm;hN8g3@`fa-7?TQ?6|oj<X}f4Td#rEx!1&a*_G{cklr
zLz`0Qe<3?{Ayn7&&fU$m!juvlcZ1N;BczBvMW%^<Dwsj%gXM6M4>?lf%YPD2K*e5*
z6}7dDTt|E{sG@9so(}21<Xe{Iu3`6B62GS5aVm}P6suDgEZS#Vz32F>gS0U?liK_z
zzJY(*o~G+*STFv6_JJZ6p9S}dI=^Dk#lEUV+A$qK9eaf(SK8uvZsOszDQ46@Zp_|q
zS^pseGqIZ+h>5SG)#g-4hsgr#1{|kbF;{XJ{I%u9>^`gaUK{g%Up!|<Q`{52fnNs4
zED+!Ot={`=YY*w7vEzYM-@vbQUHEnUosgsBe{WmcNTt*#t34Iu9Wy|#v*_Z;t6NWh
zk8SNFeJpA)+NsK=dWpzkFYBD&EsUvosvWBKbo|LMH1;8@!nUxPhx_$*%+r3Gs`YE>
zI89e5;zHy#%W~J%Sb;9{0_tyH$1Fd$!~a#iW5+(aH+srAxYq1D-iqrgue5UU<}NwN
zYt@M9v2`ep{rkIHp<h}SiiT>&O2%J4*zkJf|8{%G`?yZX@CNySWnt4)&=%@s&;7vY
zacsRHAN~F!F0Ia&_gJ(sv&M?K!QXaF@?-dezSBBiPPec}3X7#y%<a0b(U-|QtlX$R
z{<rAGV#$exVmak?ESv6ihQ5Umh(VAq*Z>Ij*{_HDG`*0~MREkH!yR7#{`YqT{*J)k
z5%@a-e@Ec&2>cy^za#K>1pbdjAf;!P%KIL5ob_El_1=@KcmDM_Zvpt<&xutEp8Uy>
z_jr!ReZ{ezgwwLzvsV1Rp$gYXcy;9WTaI4up5ZQ?`@*i3`@&P6?rSe|dTy9r(dr<6
z=byD)WM{b&|5CfPdLQLV@z1B;$ME}o>=?T#y!_l}k-apO%zvKmo?!>geJx@`^n5YB
zTBw7-o|yZ(D>=(Odh#tNsP~@VD_kl>OFnw}H#MuD={%66^qcv;!+Hn!{l3nMv-tn>
z!(onpXhws$UPtnAJRk4m<8(eQ<l}NauHoYbK5pgX9zGu8V^nul&USq4%Ew-O9K^?w
zd>qfmJNY=Bj|=&@oR4exxPgyb`M8IVhxizEI_J;Fu6*pp$3c7?$;a`0ypxa9`M8je
z%lWv5j~n>7m5+P)c!-ZtX`DYFyYjIY9|!SqBp=7~@lHNY=i@>?F6ZMKK5pRSRzB|G
z;~_pqox%C@u`3^Y@o^9zNAhtzAMfPjbUrTR<8nT(;o}BAZsp@1J|5y@R66I+$F6+r
z#m7N>9LdM=e7uv7)A_iNkIVVEhL0QgxRsB4_;`qqQD<`geC*1{UVI$H$B}#-&&NCY
zIGv9R`M8{qYxuZ<k6Zb;hmVK&7}bOG=VMns_Tu9pK8ldn-~j{rrgXb}>>ZN|??}l=
zKR5mCGy2@&zB_A5&y4gQ8K)_!_>1CMXY^2tJ*V_M%ddD=sA8Y=j5E&iE0V?Zv&kmp
zc=Gi2yKgQWGZx3f$?7=4JG*gG;ke1Siu6gh6pl;p*Z;yZ3dh{Q?{1iMNBY=1ZY;<@
z<HmfEPVXj+xqX62&%b*T?5ShnWJT^AH~ID(Z<!SI<~p#+;|j)50zSL7pirdWIO#_G
zFC2Fl{*T8Suv_xS6pj(;<0f1;e)5=`$6YreA8EaJFnay<*NwaD`f;}wUI+IJ#wi=u
zjhQ@o%-za{cRulYBt(8=Zoct)q`L)K;9t6%ugYWW?YE2c>u<UF=5dn>Ln`Ti@RsIB
znsdE*sE?h6cldlA3%vQ!72=;aKYQ;_#tF?yUiw@+3-9nbB^IQ(?*jk4dB>CV#EG81
z(9UvEA*WAu-v$1Krq2dCggMO1-<!7=u^^w5dh>X6z?6G74F6;C=cV`Nb^k;irxMV-
zPi6Pgd-Ll^$Y@UYr*EBwcX+i{2X9@V-u*Rx*8<R-?4|eS;eFo1g#+&S@9BBRn~<L7
zc<;S8&mZ85+rb%={}emVe-?{-Snj3w))iZDTZdjN)IoUpd+ELM7lV^sFTJ-;xeE_U
z(92ubP<jewX!<#jQ4zg$mA9@-I1NI)y!D!Tr}Fa7={OUAdiowb&-dW;Dc*vK6D5Qk
z=ZB;p&g0*3JVQ&bWw@!Mzr6IGY%xys{JnK(LzPO`(o^Ik#Y%rI#T!cR&*g*u3V)y^
zyUtQ?z5iL>2_LC`^z?Q3xDdVS{!r<wI1a85|3dR$1DT$F#YqEP)fFeHm1^26UP^WJ
z>d%v|$BCZ4=5v+4=5v+4AjQ*E$I$#ghd3U8N*j+V@VaozQ6=%(nP(+5|L*{(t9j|Y
zb^TsWAF3bvejn13|6ck7od1FU#q_@*Ewx=Qy|=DC%;~*~_1d?Wzt@fqhva{_`Fcq3
zBm$lSrI)AgzR})$@}rRH{^OI#tg0ft)N_obUOMj>g~WRLr9PE@sZXW%{N&_+@h1+6
z$(EPRdQQKJ)Avx#&`T~-{AcQ<4d>6@%}>4b|ME-J3HeGd?}&$O{CT^8|DE9||2uh#
zEDw3>+6i&d)r@YX(l2^TC8Xhu##%3KUc03J?Uh|=s{czr;`~1k&N29%p5m|PK6uy1
z&iV`Rp;3ABtPXwf#G5~Z<qjS+&C*5gxsOJ5UpP5ht2d8nseG8Jz4=KKBiCr*%{#&J
zmcpA)g5@#7n<s+hvBDewgXM9;8`p#7t%NsT2g~DyHx38OF;aNrs|I``0pq0_H#ITJ
z)kb*ZVX(Zd@W#1d`Ema7D_EW=ym2X5e!TF;n_zi6;f*7~^7a@PuGdBGxzF8g$PXj$
zi03fF$vX+JpX!Nx!dr9%q|{y=aj-ccQD-!lTjH<&)BcMsT8XJ4*AeL~Umqgx$8r&}
zPjrQAzmwP^mH%G98Sl#f8qe8m$G;DS_w;%kf0p=by}SW=xN@y`^;?T*ZYN&8-@0;q
zkT}F2HGi}gEkpDvU>0Vkm=HOQmlU7(@6LjT5a+x9@sTsgN&o9jsvWA)0}ubQzPKmL
z)%5n0{>l0~Sl=6$@N`YYa*2<XeW<xF&wndK?)h(r$Sc^Ns_9v7dVI#qeSOCAcV{U1
z$x4jJj8u8+SiXqm@fdU|4n;GSK3xaUi{=XptG>M)XD<%@S-<nFELX3e`yaC%%XdGa
z<X^BHPuRQh%=)RnE1`BnFFc^)%Ga~}79|#4F^H2tC*v`Hdf}6X?rRL>R4+UBDLdVi
zSWIU9A3H1kk68W~%U@1Xa(vFreSN_4%afISEbAX&`RgqA*1H{%Kl$?+%Xv92&V!u%
z$*NcWq_UmKET78qQ(3;0<*QhZ#|GWkCYJADc`ugZg9NVql%JLT-YoBise=5G+m-+7
zKYp)@<%3wB&-(O)80o*j@_{VBpXI->+^d(RkW;xvbH3-Y{*NqQ%JS1$emtfqvR_}I
zJQ=|9GgyAzzm+_j<(ISk8I~8Y{NIqf^~?6X<@PF;r|eg8IGgo%vV1hlGg+R9>kRVe
zi<v6lmsox#<Ya#->wEou4C_ywrSwlgIq5Z>^>>8mf6nrhUxMpB79F4LPi46mhih2A
zgXP_oc~Q#ptOLr<5SIVO@}(?4ljXg!z@c)z^M&&B7h3^u9J~BGB|nGtCqtk7`H1@q
znv?q~W_dLCJ7nj+GA*T_z;aK28RzTWM+hDFI)vDPnXu#Dhi<-Y#1_6T;cUg1uKcg_
z7x8fO!cJGe1E|-+m8Cx*$FI2jWqyy2QF8BkMrq@B86daBU+4E!$h#oUU4B*Z%;5yL
zLw*v~??F{x-B`W=^0v@V_@~k@X8Eg-r{FHgQeUv2>)8JAbCjJ+S>G3{@*R1jl5b>r
zI^<-(SE{l<nB_xRzs6Dem$1Bm<#w@>pThF3Z0DoXl$|`5<5_pNyp``O{k|-hSXfXT
zdi7EA2UwmBIr+0=eU>X3Xem&@`e&smeXrEC??U>o^ilf5=pqxZ*j7rup-}m=K#9dk
zkW;?bvj4P>q1RN_KXkFu_r~Y>tiKjt!$Ge^_dmWb*OT{G@-Zww1^JWx4arJ=Df>T*
z<@E=G?XP0_jKfOahwb#k5|->tnWXG^<Kz^UujP92{KO}K5r@CNK5^x(#M(~EzE@u-
z;ewCs+ixoSg`5;040hw0!TKr{=1JBcu}?|pdW>E%I3YX5{|&a^hviw<D*N7eIDzF2
zLzJAWORQ%32)5HxnHN8?JhZ%>QCP}1bBD@zEbC{p{JTq)eJ>_2vV82nvs}#_*53uW
zr^6!m(CRp4f8xc;&eaTaSYA6o$q^R!wV35uOO@P<b1yU)@-wNOl3&C6(^<ah59R;q
zEZ@xXnQN53H*UAZz!=WY^C2huOCM4CNbbI-vixk0b1ut&G}sw}1q0b>^}F)N8-K24
z`KqZ|t_3e{PeD%oZt`IzpT_oUSby5{%Act$kH-y8(w|VP^vAHguPf&_+Tk+D$)CB)
zm7R;2En)c|J|*|sKfav^<7eP{$Me4phH|p=z<j0ewX2&U4;Rm3*8jL7*#34`AD>M>
zQN^b#`_sVkgcVBe)o&UG7Rq<UUL`+`^~bP0XMwVh;o5yIW%=O}CHK}LyIH>Fpt3W9
z_4}dVWPe>(rQe0+`7F;(Q1UZaUdr<O=PG$2%WGNQhyA>T<sET}NcOwzSNVGDjmufS
zlKT;=+kLHO`QpCHeqT$;e_{DDo{wH;c^~XsQ+r5#M%kaocCLk-@=f?z$vyucV|n62
zW#4P(+gV=JS;<ix_tpLcW&i7HWv3tKI{|XCpULC1r@xQoz5c1}c>Q-6HiXE}k)xFz
zFFxZSckTS7<er_!SwHDbCGWub{=oW`zXa<?pQ!AIj<@GSPWE5ut^D!E$s(5bKVQkc
zdHe&G9~!3QXg2Q4PEq!k{Wr^f|F!#Hh;tz)`<Jc^wqFc6twY4GO78We=UKmi`;ljV
z56d%hl>Qi@UVTnd_G2Gca<3lmWBCD&Lm$?Ei{;Hi>1VP$x{I>Yvz3y2`iog!nI0@}
zb+XdGH(SXsVLNxRJaim;ljU8yDgFCc|0kAbyrbl|vwTvjif3hqey(Ib%O8Q9;+a*X
z^iQ=E*v|U9e$R3Rbu2#_4J_RF)7O=^5{*lh{s>%$(Cd1ZC!ebF#kA<Yra?~m7TuHO
zzW3VU>ny+O0VVI^Qrtshd6$s(KNJHR+4-E?LnZ6~%<{{xQ|0pFf9<JC|JHIPcfVsE
zX^ybGcDj;#?RFd*650RmMJ4zAd=&C<aVTf~dwHDn=AGRvZ)YnzUL5E?650QCgpzyX
zZ6V9kd0h4S%WIHRzn;}i#nT&aKVo@QdnNbg<zLv&N}jJV?6|KH-BrF_-&gs1^TJ&$
zpD;GKyic&a|7s=o%JnJBhp_)KY`+^EAV2RqkmX9w^eJ$qD`zF`a2w<lhj~-7T<HzW
zo?`iu(^bAday$Hm<*j+$;?0jE(v+Qs2}<89?|hbjvqH&H9qwy4%j5T`xS=@iD;^!6
z{OSL$()a3XILkxh`6|nYal7imb~>f2I2@=_c5Ie+XL-UmD&KP$jDei;t=gsJ7=GQ?
zzgeEk^H)5}*Ry;>s<J<v<pa-Db{3qV<X*dd2Xd;Hb-XWx=Hb4+XZ=-`O8+jF=k*}{
zzrH3zPJRykx6()VbYI`Fe7#S}J^LxBAkv@8<Gd&D%krz9Qu^6!XD-XD%9MN*%fEn}
z{2zS3iVwQ2`}&#nZ_QKsyIB6xS>gTv33BqMTd~qVhxKnphjQiIPtRldVwO)>rS#Q*
zeAJZXqwiA^ufBX4%FYH}htFm^H?Vvmk9)&delN>A&r^21`d!5Gf}N_oUO#=4<wtfa
z`DC`Um*q<xWyh=cGf+S(*RW+up2+&Qv3%<+CHKb3xL!)X?zCWku7I54Uzeux_2P3g
z>zB?@`YYK!{YW_FyRegzZ({l6-b$X%*G=BI@i5D`_Eh?w|Hs2I$~W|WN)qH`Ka0!d
z#qCm-FMKH2P9fy9PPp}VC2z<6%whX6m#cDBTM8^=J4d)Zc;m)SmQQO|`k8De`&{ME
z1$-TJ5zB93c_O!SuUv~*KJ^9V&r7VI&{vf=mB)EhtNS_`aw_jf)3V(6Ufgn7KlFNe
z1<N~aR(@Wo%!r@Z&XRsA-_Bg#TvRC8f0+9Ps?U9GWcd|552E<)>z^n%=`SfzcD!->
zHI~o#Ughhxw@)FbdMx7cM^Sur7web2r|c|d`^TTJ>`#A8$-Vk5VEJ8RlpJr}*D98W
zUe|xe@+BPqF09}F0)e||t;MSC%1$)PdqPg-8hL|~Z)EwcEKfa2$%|ROhvgG~QzgRX
zs{88p4^`gy6eY*-=)SU9zHfDw``()$Cqqv8M#m}p*C=)I4$ITof3M#E%kmQ5pGjf;
z#4Kg!hKH3MsJX8zJo&$r+*@b9207KsuXB~3w<vY7ne|g1zzJRn?tlEQG1N%E)0!+-
za;~kwMJ!*uRLRFEvAB`t4cFiVFDz5t7i~vVe_VA)`O}%@D<G#hl=1qu6U*z_&JNz^
zDP=iT2kH0XICydX2g~OyQTB6KpNdcVhu&9mZ(OCzG?GubM#<k}{c{GW@($Xl{J)gt
z<5@nO*VQ+%9N&%W+F8fr2Aa3~+RgH89_PJ!OvJ=T`L<oF^7Z=5NS4Q4q2x&Jz8+@z
z!1hY+^~bIQm7hyFK3?4VvwR<q1L<sM9ORVm3U1FGSpG4~|Hb=YC$jtq%TM9)-0P2L
z4pMefc-`yCr$8QV{jk85w-R0BR6M=)z#6vG?JQL;&;Kfxm-Bo#jQzoP^}7Do6=%5;
zPhSjH@<({y9Lo9~S)R-5!>%mPVfoj*Uy5nSeJy}Iod0WBKXjdW7;<XQ^Zro&d+}^L
zMEN85I`I^?-xG4T{fFoehMfA>pmY_VC9FSz?Igdh?0fC`O_ta4I@W9d2UtFz=W(yU
zce^lrxo&`*{29&t(d+LsA*XiI#i#Ne!T$UQavDF^Z&&hYmPaGtq@T|1A(`cwEDzl;
zy~ERgP}#ZJQV9;SykAIrI|UOf*`LGLBVK#E9&(CX636W{&i5{sA3B`nO1ysb4%><6
ze&pFX9)Tr0qxUI&hy57<ImKt{Z_3YZZ2wxw$)Ax`O769*yIKE0NIV~A`-ObpA(!nu
z&vrtuM`~E!f26YSttUrcO!rg%`nts+p9Xoj_WTs&RF7|j)Z;qHsa!AcI_(sWLkv1#
zI6Eh}a_oco`ngV_`rOy~kdvLz>+zK=Pv><)N7nzC<@EzpdFTE=ynP9LRn_r-h!!bs
zNRbMnQmTlkn3n|-RQgyR8rGOZMXNruyg(qEc`qz3h>9Cpi&k;p1(zyCL{vmYt7u)R
zweIz2tt-~5sJPVPf9A}0?sD$EFAMrlKQ-k0=FORV&YU?jbLN~2ygw;0^I39;;5y$E
zzz+kidV4YO@fQhw27KNJe%g(KQ}|$hipzw5E$sF{;I+Un?dxy%R^ZS4PH?ruN7Dkq
za=tuN@H4>YI>K46F3OeuQT$=x%g>J+O4Zw!z-JNmJ7VB-C`~}-pLe#Oeh%=1Hw%CI
zy7^fO+|Gl&1N{6e{PNdT2>+cd|M^_ta~~FZU8kNTyf@nN{(8gUJLY7t?)(ZLZU&!8
zmkS>q#{+00gz+gQoS(NGc?P9<61bgD8+oM6(+%+RRUal3uHW^_Sxq?e-vm3U{eN`?
z{av6x3VGB9F#D&W-!Z5An{k6w0na^3_@9dL+6nkL;OUvt54tYQBRovbO9|(BdV@7j
z?*gA&kXP6Kd;$2T-opPiwEL^0rGIj;?hF7vnsDxip}!V-GCSsH1?YRhj_m>buY|Kc
z|1dsokd+6@2b;iW^*zF8pujl?P80qolnMUZZt}sOfN$F*xc1LKf#?5Ba2=OzDUe|~
z7ok6Oec2!Q;M3!VF~rHK1bzeNwbCyI-dZXA>DEp2)8|;>-xu*asjK-p4EPSiggy`W
zbi#REh@*e{0zU)v?>r*(1A)^!8%)0~Xc=vgk-#?qFT;L~+RqQbXB6g(_RrqG6*+6M
zZ?y~fq=5IIB<=PCel_7dUMH|aPCq5UA5=crC+!dXOW<F@4yb)wcAT_Z(I))KoSL6*
z6tMKBifOyPaXZ3!yxy_Ks~Gr++Y29+ryBUkd4j7viwu9tKdgzH_Rf-KbJl`>!&IR^
z1$gBN((Xgp7t?;bjPS7e^(WAu*-QAS{=5hLEaXYl4)2{5{(JsU`cvgRlJGG8EuhaW
z75?gnJPh2<*A<^A{BJo!=!@`NmjJi@u}#3Q+ga#o`8GcXRtcZ=+X=4ya5C^KV1Igo
z{(8b$Pp&|`qx!!A^lR|Es{h@qh5pr7;)cU!@EHTV_jQ7w2fUte)`!=+i98w~Ed_qi
zYQa^`?|?U-F1Yspj2dZoNMf|%to?tU!O@uK*Ik5jyO(?*^o98B9pL{)zfA|eN3GCb
zhrGw0z^e)8{%J}3+dT{Pd&6F-{P%<Y&IjX$!ye%CD(JU`e<IxIR#wpW=qre}J0K<P
z+IgXa2<PX@d(SUVIq>q)(r;?dZwCH$i{RrR&!@m&N4%{1uy394Z@_-8j@N0xKN}@{
zjsTx0faf6pAfHlw3w12ZSvWuta=*<_9`Kd04}*Zu1O5{9mdug)xf-~=FZnR=O@9#n
zdx5^^3~Be49)iCH{21VCF}~XF^@Q{IK5Xr?tOR}DIdQ{5`{!NYeX!2zxEIz-yZa&D
zSN)toc$j@ig5LJ`o&r7y{IwrG0e%(ir;hKzGo{@j7s&IfoN2=Oxq4aa&c&b~v0Ug?
z&c6abWe-0-aF*~n`8(-{XVIVKg!A|=gFn0v@N0q3N1W9!S3dX-eCDH$OSsW{+Z%+>
z8`aXTt~<8?A8z?+Zx9~VpWPZo&UJ%iUJQafdl1fY+ID!B(qAU@Ye0Vv==)lE=~sZ~
zVc$pR>8K{*f7jI_|2g1uEATSx#|;JkCh*y)W6}OUvRU|S_|8ACTL=$(-h~nP<;usZ
z$N0+7@0inPZQMxmD&*O(McN&O{K+uj6M$cZ{N#zi7ZDyN&+VWu!*i)VYz96fU;0Pw
zM(iXRualeQc`pP1Nrdxw-8N9@wXM5>zXZFn6X^d3eD?gfL9{=MTZNBZPcj#Hf7s7m
z!RJcg*B}q3{9jOd%fF)Q(TtpH;TQD;pTmHUK3U}H4ZI3?cZ`eb=kI_&jC_&wMo!LM
zg!BB(Z53oP`1}j>Iq);}d8cGV9@|e?4t)8p(w~#ShhIv`{an0I<WxTW+XR0deu$3a
z{=kdj4~zw$<AB?GI|ullCDQIepnnATP|Wv3f&Xl_v}?!L_W~b>eAlj^{|n*Tw}8yA
z?sJ6CNW>!*_;3dB{eLg=#FP*4?!fhVe?3?DY&c8kwXK_gKLtHkJ^2Lq^N>^VL+1&f
zAxnhMAhbIVc<wtgzGQyQ&!xbhog?%mz+VDx=S4pTz8mbhwp(zrv}><lDZ*K=%Ai*|
zj#mI*V&#qRF*t<q{QAELd<Z$@%>USf<hgXbenU9xTX)z=mGfrco3U={JbDZGah%wv
zAFaz8daCf5f^pIDY9XB4{Wt8}vyk<A(3gKC^7IG(ci^AiC;Xd$?{J#%pK!k5N`C?H
zp~#=8{eO#aZugso!vBqJ!Dznld1AcqDF*xq;Y|PZn{k6QZ6_am4El2r2ki&?A*Tx;
zd*A#t!kNzvwbCwy73Sw=gX0g+ug&0d2l8(^A9q<Gd?vt87>@58Ksb-rYRpsZ=VO7-
zM8D}co)11tW{W(emgZ*};ml{}WzrAyr}_B@{e$r#4+&lZ{8wiPegpc=X&3mj2MWEm
zdo}QD9~C?WK0gqya~6>KHSkQ~|HYq#{&0La7WnTf1fK@{8p6Z)tOosw@K01vzE?i5
zKSRJLewOs}dAE!<2u&aJQ%$((=hLKJ<+B*{>s}E037}s|xY<YeQs{RB{)(Z;AD&;I
zga3)U3;h6mmcLNieGum+^chDI&U!Tp?NT?IpW}c}c_ME9p4Lt9v%zNq?Awz9=llTN
zwr~B<mUj277kPAE+z0&eeFfKe?IXfjp1M-$ha<O<2Ktes#r^gk;(fK}N#Hvm?sNJR
z_zB&G|4PXDDR6rqd5?32|81wl4JEmq=4T4<+8c#WKj3EoxA*&20zVFMqORj_6VA^y
z?rC{0o$uS9C+)65oHz*l#{fV1F==-f;PZelIwx+BJ%L{ieAQJ#zYp;8^QGN<)Q|0n
zacna<h&;dUC!G6v9Q+ow&#!>bm;FS3?dNZRzuP4EW#H9&k??7_L*(fLJV`kBLuQ50
zUybp-3iLx~3;jgU{~5Sl2UvH3@VR2K@FBBoel8-M<<GPH`JNZbJnDtK@h?HY58+Hd
zYQDeSBY+=unZG~J0)FAcf|FZie!eA~pKJBKB9D&yKED(Gb{)<-;7bMxpG(1K$VEbb
z$iIY-j&CXORa1pt?cqA$vrmm14u^ryX2MyX7h&i1d3*g{@O767|23fBpK$JnTek?V
z{M&#Jyj0rNad{Mcu0X!=VDNd%;P}Jy>%ZV*pEH`USlXS9eGt`?KLWp^pR`NeWqv*a
z{yOqns)yTLEPNirdfgNB2Lpfn^teHkegW_?@HZ5{6}Wv~>EFQZ{K?*zNV_K^?o&Rk
zz(0c@QVn@l5YF~I=L>nRA;8yzegpg>oxkrA&g1y*t}-rrgZ_{|NV`qf2%iM-CkgM3
ze|vwuZ}1&+a#F(Q%5L)McBFVrzi$7ymptbHgA+aC_ab~ck#N?N1&9;%c`qQGpX+U`
zQ@;ZJ3efL>JW>Jh{{px3KYNe?Vg9|K=gNN;;oJ|2H$?uOA^#n~?R?Hd;A7WI$Cn8I
zM{wRv`9BPNt~Kx82mS!!FCDKzmy0~Pr-?jgL7r0Jdz>lwP&{u9aC@CSoA804@&3Az
zaPEis3*!dP$A|v`ej@z;Nx+9(A@Xdp>dFoVe$CM$&xxR~C7k&WPl^6~0QpyfzUKy^
z9}N1J430lMzxrJ%e4fR;)BYS!xY1jyp71!(_kq3AdGQC}$60aNfmaEimyZ&8)}!sw
zz;l-hz7F!wC!C*ag_R$>AGlp-wF$UgZ~3dMh0j%(zXzh-BMIl{`p?g$-4VI+!MVU|
z;ScM0-2{Bf8AAU8_^bv0J3kXV4*WgPAJ-;$1Mu%bZ~Gw!T_f`Jnj-YOc9SoRC!G7i
z_PhQC{Bh(xbUyaFR`?V`{yen1KjF;Bt^=$mocAmBUW;u(KNox+gS{FA{0i`S`*P8@
ze!yP^emLTkU4VZBK2MLA=W51t^}bHz?0d1`x1-@W;cS2MHVgk=;BzeDEdQp{1>aBQ
z0lqEfS0V5>z(4Os;lB*+?tH!Q8SqO#p9<i1zWsXO_BoN*4Z^2SjquqB{$~&#X18yM
z!0!VeyPo#o8>N5VxhtN-KU&{XM>zLGf7r49=F^;<SAgH&B=VdDe9xPNek1&`LBNy1
z?K<Z)@YV1iW`TY=@XT3b400Usf}4fE?Prz~&hx7Y_Vac0PZQ|BUl2DOjs~B<gZ`ZP
zqYd&J@UMUuzZ*BmA9Ce`y>5|q>+cnLDnP#w_@0*iUkcpLo2?_9<t$z!{O<&xPe6Yp
z_D6I~f4NlXr+q8*rJye%oX6$u|A_oLE++!F&#Nv5pW_w@pONUFTR`7yojlhb;QuP{
z1=k9$e$oGcziq`$1<OR9J*EqNG5EX({4n&}AmD|!3jN8byQ>6#5#iiFy;jL{={$N0
z^fy^?{a&{TpWAMbc6D8A1^)Cn!S#7p0)OmF;jez_df@iH=f{NWSU^Pc>wlm><dnGi
zTkY-Mw~IW3*GRi};Y$|--)yZ@zq~`}2cS-DB<S;j+x}83;oLv-|19$FwXJ+%CFrN^
zFYT%yzWpDCzkLpOD)9MM{`PX<cfii8y}b{(eIE96;H!|&R6X2{6x-N;$fJJ34B+`#
zXLWtN8+h%NB7aZxLr>~J=CkC_f)55h7<g~23ratWaPFVnD(N4c?`IesU-taE41DbK
z`!4~XhWfEX@tr}-MV@2vyt@KV053*eoc7!4z^5W_e+cNG1^xs2e<zjcPs0DGJ>_||
zKhFa`8+J7V`VR;nsNePc?zTesd<lQ`7<@LCaPFV~>?!?I4g7e}uiHl2)%ETc!h40>
z&u};B?;j!b&EWF^@bTLUuI=uBx3s%>vb0;L@(|ABI|X@zJ%L{W`c3D@4Wja_1pT`2
zg^%{nKS952z0mKvjWF7ArSLxoc4L6RIkmtK876Y-xU2-e!yLhff_@9(+;4W?a`$@#
zUypOO2ZKJ3aDJ}WA?H}&N#I**g}-Abfe%4Hs6HIHO86hUjXbaF|73%MspnTc;oPoW
z2fhXPk+6HpKmT5#ue0K^1;D@CRpcCmHZ}lXcfG%V`m7c{=RqHo{wUy2E)@D0_^bwg
z+u3o0==}YVaPDWj9<s-M!vB553;Tf2jlgGpBK<Q2_~(Q(pZAvw|Ce&*gMIH8K8;wv
zl+SU5GyPkrv&sXXlR;kxJEr56`+)FS_Lj7(cAzit)yR9OKGzY>e&&X+r5}2O|EYv?
zyBj_bITu6Dd%>p{?1QvI_jariKJm|mk3Me^;ml`^mA5G)ob{pU4B?+ZyO$Yy{Nefa
zEcnbUk`}vllMg=xpOOcq-NW&ny&jZy54c?D=^fqXXDZ>`t{pEw2i!it&||I8FXjUs
z^s~VHHz#K_aC_h9RN${;UaMYR1>8PI{}S+bVb68kdp;!X+UIm85zhU&`0sHe$xO)8
z2)yuO!H>uDo)12KF~0_Zegp8j<D}nI&r2Sbc8~p+Jg@3W74V@$h5iiixdZs&3k0X-
z!~FDqMEKbGhmnM{{DY?o|GBwBUk?0OtdFYabHV3&=rbNG=LX<CkQY_Eu?hH{);d+O
zPULwOd2fBLvk7N;>^$%?&@b;R&vjys{Cos_@BqQJ-GPq^|EFgOz7X`az@IuRZV>I~
z%Yc8m!q4X)gtI&wZys&vuLYm~fxZ^c+aLI($7J4>VgBw0yq0j*^CvG8{*!<&1^(h$
zaf9Ro{}8xcH#O?d!e_-i;WH>#zOWE@#mT})*THKDXZhD3EAqb#`o}@vW0CMt`Nuvk
z{B1vZ3E^ssAfoxT67=6-Kduix{2q9@<+n_HLgZQd7m;&C5Bb7O!nuF$xklts``LTF
z(4Uhp@~a&iN;uQodGZ@TzuO5yukr6%;0MeUd>#7XEy7K{6nRDEzXkN4og(zR;JNmC
z67s($@|S{79C-Cmp)UY^1>r2`+k@q~1_PfB{1=UaUjlp;@F81-kJ_sbfnSF>OTLwp
z^UJ4%|Ch*Dmw?X%;AQ=VQtkPf!0o#I?thWzdg`LM;n0vPj1D54<=<hnpU)Y<d!i0!
z548If@G<ab1_9soY3^sb|8SdHgG>W{7~#yn&v@Z~DDW!?XT3f3&vAn+>Lwqo2mKwl
z2)*j<fM<lyhAP1e!KVhey+3;n@cxxTuXf`L;3u5v=RfgT;lF6U;2H40i*VMT6<-Oi
z`u_yz``qZ~zw>j#=Z5<QuLhq{z+bcS#*YymHt+r!fo}$%#pr*v+q*w6?XKwMm!}^1
z-X{ruCFHpi_+a=yhXG$tIFHK`==tPa`QRT02a)I3*Wfd558=NbJ}Z1d<k^TgZYSUu
z13wvdUdQ(x;8X4pKB{krY!E(qsL#}KxfHm)Uc5p$%YXPnnO`H(?&qMt6YJ>!;1m8T
z{70S>H%L$5=K#0sBp(KT4f2ipTrU&O`OK&OA@cVCpUuFp0KP5oon90<-?=?*5Y4ld
z5YF>u7sO54KMw%6_h&PI6Z+iSrQK@qUj@9!r_v89=SRSMtrGf)px@;s;j<R`nIXWZ
z0ss65;j=UFlYuWT6+Vrazb_EZ{XY%+2r<yV1ANH^afAE@^xOVj+I{qG;jiuX1741H
zmCr=rlg3KB$AkZsz;8o-au?ta0$=?np&tnRHQ=9F>wC@1BF_)&gkIZSN;p5)xGizR
zAp!X}fPUjSLO&M#N4_HTS6wIcKY)H3;by%^3;iU}Ukm#0a2|XZ@P|O(<3s76Jm6mg
zpHd=xv>(R2D*UHlA5cEc$(awlx=;|+hev_Gb*bP=-}5z*-#$<M8{j((7I|{;Tqgpz
z@1IE%&d+-j)~^we|7PG9C8b4O$KM2A1ONF5&~GA~?eIYOUA=(!eqH#NV|~&25(jSI
z3v?;)O6cvu;PV{eJifP}ZeMNkr=VYB<*7!#A?;3hPx?W}tCVp4E?Api$AjKJZ@ALX
zQ+zQ-_*|YV-+B)8BT?Ue9GLwVxP5-S;!Tlf*OTLh@&M3hfIob=^s~zL0Pwl@30@5P
z3;!W}u30L0HSoUxA7bTO`o1OfxqAyext-?cG~fyJv+CPZ!0r3WCj6i9Ib@OW*#mqQ
z0>5gr^pEPp6@>G6jY$aJAM_7^em?G7P(I%qdJuVjjeJ|$wd-9k0RAQNLaLwZ3FmeP
z9w_bp7rb5r{dSj#{5r39{HM^LVEMQE5YF@B<o$$R<v$+udt?0_1^#D&-o6LvZs2y^
zV9Ptg|0T?8UDuWax9{KE;a@_39qjP0(eA#$?Q`Nu;I<y#2i!i7@Fwv2*e5Ch|9<aE
zySu{gou&ADg7-oFr~0>-1Mfap`c0qf@4#p7D0shIVRX>@!sq?%1s??drvkU{e^>*2
zspY5b_<``T?;qG5_;=WUQ9YkQIP1y3|1#RNcr@C*0r+*l7hLVeD)9LLc1HPp3;I#N
z7W&7)r{9Mn&!YbcuIs{)z}s$@=T$xz5YF;kb7kCcm<c|&10Pl+eD>=mAN&=3dZ0hm
zuj~Dhw0jNa*Z$yB3EaMi_8#E&d5wcNiafm^l6D)q3!~YD^SpQ$c1-2J9rz#L5&C{;
z_j&MHJ4tYIZ_Lkopx+(-p7J^9V`+E6HbQ@MH=#e?;P|rV*J*^aJeh5zKXqO|Pxvmm
z{c=_y-qEkT4*KEcLa+Aruzw4m#eejVOB>-zqdfTcWd;wPm%kT$hE5eeRru1dPlW#<
z*iW@5hY%jde;Viy=_Y*k2A?^Gp6(ICIyeLPmB8)&f_uPc&M4ti3Ho3DhyCIHIq_|4
z4blt!JdAMe&+qd5{cr-|te@|~|JfCM<^#9Szh4SIm1o2ar9SU+;KlGC)c$`Cd=>g<
z5cvQ4Q)%}pt6rj*aF+8MjF+yD{{(K|KeNwgLT~4DP60mrE73QV^Krt>d^}$8X^`jt
zK)>H@(m#q1{#^Lm=k5;!z7~Gq@4@E}z<V4eeAM3lYLm2U$9Khq^YaeQ5qh2PM*@HM
zI>85l|JC60&LELr{gW4gSKcT1lilPCyM7`3=fYpoemDVm2L8qn@V^82GtjGjfd3D;
zeco!ym%{(Ib41P<=pO)HhdP<Tz+VNv5%zN@;Cp^0eC+c<#{mDLP57%Hy9~HpclrYG
zoO9xab5HQ!ezWxdq8|i568%#`INOukEPFDZa2}ThcS*adhr4|(xP30>1mO1l1D60F
zc(?HB19@Hqz8ZNI9hWbF54ZNACVwOC+V`k81Ah&1@j>9f2>3Us(^kFu6!^MtL{D^l
zM|~^(^K@Uq4+ful!nq%8JG=&X53BxRGjMy~ZJ+OiPo?Hp!M_!_ec#CMf!pV%p9a1K
z`JzGKvlBUlJg;|qLF89`ixJN9+i^+~xPAZgD&W_wl=12h{yo1JJ|})E{C^9)knrC4
zxA)gX(A#w~GlB1jJlGNV(gNUiebENswHu{fmFMUG6M5`9f&GAYL!LqB*D1hXKTV$N
zK(zZ;!nxl*+*|nX-Az8&1o|zA@BRY%QCoz5)wM!@$~N*rnsDytjo6n|y?O!oh5Jam
zzXbm^KM4Jw_VD-fC<<(uPa*QvC202?;A^eC!JCA${O{ipH<bU)l`r(}CisHKg?|cs
z1_968AoBkn@>d!hM4n%Z2{-z`Fm6z_C(i)S`Iqq76W{p^crNl7+W&)cMV|W~5<WT~
zrxMQmSAc&Z_*?`06xcE4^8)yc8Yt~nXuF_)@3->22LNx}M%sP$eQ8(oT~`xs`WbfV
zF3@);0>&#I6+YVkV}MU86I^xv4&XiB7I_N5X9MtKVV6{IKPFti3sUoI`=3d>-C?g(
zf69Tkyf6I6;!BOdFa26@<$phLyB@W?yYSz3waBmixfHm)kJf!Vp<ju0P5B=PeD|}2
zk3R2m;N`y)yb^Nu>>+&Ydkhl5bIyz#O66Y<+`dQpYQkC1*MBYacbad}`xJm*Z0W;B
z@Ok2Nkw^96H$NA79zIEM-RC-!aOQvaT;V?t{Fj1$ot3x$0QfQR>xP29Z%^T0F~#3*
z1L4g7syZ33LqLBK@SPV3{+n*{!EL}VStGdCy?+7zwq5PLy|lX;_D%aU4*V%A9yt&A
zZUaS5rGFau{EgDC>f1Iu2!Gozy%YGI%Y~2X?Hj-kULp8ic;3Bs6h2GPuFi#Xfj@28
z!<T^ntWo%=-sbHjeC#~N4B!Vq4|N^97Px(X%M*n2xa6KF&#U(24bU%vecKiCe+k^a
zhiBiNMV?;uemU!buQ)_-wQp;HZ@_q|UHt*LeSh^d3S?MLyUsaHINPgBFBkq3A?IVj
z$6PG<FMz)a+<uSD=fGQ#r=_%&`5Cl}wA<@;>7O@%A4xd3Yp-9g0Y4VwuH&^&Z=tvI
zB&P$v?hhiT_QRvVceqt>wa>$U!Sc}0fpJJ8zm6oF<$3#BKmA?6?fd*U0>2RUP4)Jo
zKElU7m-h(pB=RI9(0cB!LcjTA>7QocV+iN*dKvTm++6vf7WBvMDsq;CektL+k8|EX
z1n&X-e$d<XTBG_(yY~ApP9xmt^GK1W2iEt?K)(w61sd;s47~f-La+TWo*WhK&lf)w
zd;#P+m2jQ2fXuJ8pkD+#sr)|$Zr?u;+fDe}_b|){egopQMl^CC@aLfqswbO)zj=}L
zo7&;xe$o%Ckxx*Wk0qR+t0(N0>gQF!Z@_w?{V=+}(C5J)*ah+|0Dc<$I_2{S;XIDF
zS>yOB=r=DAIn~~N3w-?t($9+L?=J0ri+Qba<;B47!1|(o)N{b?^PB$#erJxftMZo&
z5dLreQ`%KKSq{7bey`fAWrVX{9k5pD-$y^Z1^Oks`=9Fv-~*74(&t*Rhw!oAZ?%MQ
z9v8d*_ESTT#yr1@_7pz$xs@`)dA}xZol|QjocS-o{TQl0w;Dbk#`x!2(A)Qgeg^zz
z#25Npd+o*Y1b+$$=XT${SNdllNKOL2zqQ}`wc$he{2(6D@!fTxJa6tv(*KWx&qTtR
z|0?AF2LWFQ+`cF0Z{TC!^Z7C8yI&=8E(f3azmj$@ZIyQ41b#Q++-}n*!Bx)9pl>-y
za9vOP3=;Z>hxqkm0^zJzcAj}A@Dm$_&m(B}Oz^qW+E;oM_@A-v=zQ7r*V686=;0CI
zb2Z`Iu6^F;LD1XpRrw0^>(T$}zYX16_}h7miNGr`E|bvi`M{fy|C|N<PrxrgepUN(
z&_2TdLd@TRpicsy^k?bM3BXSQzQ1M9Uk3gv`hP0ucNom`rGL(ecz<Xw;6n-L{%II4
z{l5VCB*J;z?e{^<1a8+|JPAIlZWca8;PWNu?S0q-_Z9w!U_I6ORYf?<6Z?hmd9a%>
zx)pfNGlIVY{8R9;_fy6U5&rglzo!7V>*wzU{wn+vmFGj?!@iMrb-gIwPx#w)FQ)*1
z{bw>>lhF_N0N=J+aOLxV!0meuFCHrV?K=F=2<QH}dv;tn=gP01`wPAO{*(iO-+}qk
z5Asw4x6eD@4g9Ush5vNWe?&O9+w)NAho8gW$UQ*XeGT^HK+rb;zxI52Ue*6G2jaPa
z?+g0n!0q>FGz}B_<u?i+%|EOHZr4j6a*)tpXszQX0Uz2dd={eJM}Xh<xjdKpGv5Qh
z2l0s7lfCkU|I^0`A6*Mh0B)b_yaITSZ~gl7vzYK14F5#e>+!(t_2OB=x&Q6=PJRe_
z`yRjT@`b-0ckd6}uKUdZx97`Uz-yc2d39d=6}Wxx-<QDcdtb*Fh&=ZB_xZrLEEWFR
z4{HhM=Uum#^qY?RE5Og|C%Ed>&kBXU={CV{#Q5$@INPyfu+OXciW7kU{7`AP81(&%
zgnoW+!85?yfd3Z$z~R7G1GnGj)nj<LJVOa*c@}>qa%#I50JrZE`YZ6ByNEnTquql?
z2p{`A#reQj94PbyK>sx1+@G}{#|`o?%-?N_h0oOw3jH+DA4<6C{})6~U3Zd%_o8*g
z-j|$Z=<#LGuQlMGi~QRj_-wlpY1e+A=BdD6M*ryZ-VWTZmv|TWQ(uUj`-A`Bk-~q^
zQ{}k^0dFOopDQmT^p^o&1p0q(7F_lG70}!F;{FHp51kq}9G(WBK?h5_wmnG#U;mKE
zGZ*y#2mIwv{q4pM5jkh(3cfe!ClSv2v+-@ghXGFk|Lz09HBPw&xP8CGN5Jj-Fn2ms
z_^<lX&nFJN&j68M?cN!LvtQ8yze4qAHRv~N6h1mn|4TUczkU9t-zdg|KZS(z^V<8-
zcM;C<*J8w9+v2N_gT5Aipz<93n{fVD5zhRVt&``{etRDHfU$z>epA1=$loU}&vk09
zG+aP9^Re&2yAHVhevq|<bNtfswear?`CkV85hDcG{6p{2!v7BV6?vdP1h{>l(rLig
z{UCA<1pNl!3v-3PK5zdq!hhp;LQmajehvn1zn}L8!g(C0+!{A@e?UJx33~f|J#Ax!
z{)*MYU;W;z3Fm%05dAOQa&le*{>(2#&g)GpIXT7SgwHz<3FQ{FTL;{J@AE?7%U_mu
zM}Yo*!nxgjy9<Bq=eG?#8uR@69`wyt9-ty2eC++2+ktPu{`kS*^$u|Ro~|L|h0i<h
zh@86KO$L7MY4W_cg3m(Wc0TqV!d2%z;^%w|dOOeA`!H!Yj(u?LhpE8rbFY^Y&U*Xy
zSJH1gqmf%dU-^y5um0^8;7?&b>bTb)F6~y|Bz!bZUj^K*``V#Y=o>(<>spKA?@GJN
zA<xZ(hxNlJgtPo*kbgJOZ#O~sKlZWk(R|2nfG@gM<m?0b2H?e43a<0$GT=`gCb;gK
z{EKj&FY&&@U)PuICkj4zKf$Mf|3KhFpNJbo?f)T!v)<b0UKfD=)$@g3{roFHZ`Z?r
z1pMWD{PLGf68`o*z&8=j@;AIF{MC>8yV9Q{xa#c}hTe$o`_FEZh5zPH<ayQKI~Mq7
zM~FPyKW_m4evRM*!EJ{rB2VR;!sl+_`x4ImQ-^%oUchGqxAX818a^QM{Q5iS?Q@__
zQ-%LV#3QN?w*j~F>aP*b{nqrf$ayi^=w2p#Rv@2N3;a0XcK+}*;I{pF3AlY8WSb+n
z-Qdq|gmeGc`JX=mKM?guL-Ey5fZONp`;-eG``mgpaN9pQ1^Ah$t6T{F&l1l4W4|}*
zL*TRfOTVez_*I3pYu{IV74XGpi=I##$NcP9DfGp#+sbDe;U<6hrO<2K*FreUQ-=7W
z7;;_>K40D-^r~0?0KVHlMNZAHZU%1O+px!x;o~xja2^-?JpOv%-SJ$DAW!*G;e67B
zGoQEeL{7DnHv_ld=l(kIzVJUMfPdc6!pDBUKo#(d{^aks^Az7xaJ2)^1E087@D%tT
zGOb(AK>XYL>j=VGe*67;mjNHJK=`PiznX9!uaV!z4I7OwUIYClmY-8}jPTzMbv3%)
zolQ9Nd2E@CBTawv^9*qN9@_VTUw4GiFUuABZ^7Tb&%ESVY1ckybTM#y9bZQ{%Tu^U
z_#ZFqbGCrqzW-#!Z^QNBS%XvE$mMav;a)t~7ld;^S6?Chsd<><;{><wo%k)`EYIPM
zBF`@&PX_e8Ft1Mn{xI;IO5v~ee8=O3|4!QrUJm++gfoBpJ#kH-x9@9R3j7Sjt;+v%
z!v{<~zji-C_&@u5kzeQOL4<QZ*yo)u2X5aR|0Vc5|7zTDSA8Ck6h8L;$f3Y{VtrJ<
zsDW^<UwsvEQxC{`2I1Tf-K};1O7NM|ApKSb`qx3f@+y%hhVlIt`0{*tUTt@m6Gcw@
z{_1^z+xsTR1MiM{C-rlF2fP}2iItG&Q{ZdzMb6tG&#)?K*RGH1S1tIUA4E=#YbFD?
z-!E`A;oLv=dpsWmy?tNDM&O&j7XE4<3TmWXd)`$8UwNj;ug`loa6A9A33wIadew)T
zTH$Zk6Rskh<+tB=`5fr&^P5McgpYk6?CHSm_m(aNe&8&TU+v_BgopV9FMxi1o6u|i
zc2J$PYww>{6CTFrRM0=VQTkc?Z3A%o{)%^j+xMWJI9=LZvYp7I`fv&1+;0u12>-L7
zZ#&Nrd>#DK7jor;62dt@aH*9aC?lNbd*6G7e++!CC!GC(1)Bs{f8ajQzY9NE_2&!1
zSsuHd{1^4%{S!0zjycCAME=HZ((okUCod6P{n*(Nd=`QJ-@}EzFY<Ux3Fqgs_lX__
z{oR?kG>HEB8|VkYkCms+$=P+LJePe=un2hdVrf@(AO+lh&)NdQSswe`>ssJz;O8r!
zeP#*0op)V8IQR3N*NXf)zm|gjl>do5s&AhFpZ#ljq6_7zb8c)9{&t<-THq&k6ME(I
z1@Jr1ly-OTCX9}uf#c^o5xDO6-AXvi`SgQAUn=A|>p|Ze`ST-yzYco){k)q&Z`+N-
znxx%^kK}oEo}NZHw|nUvj0@yk3HnvYtLXZ;MftoV^tulAYZm?wJ|O*20y*Qr->(qd
zi7N@$u>-03wSsWY4}XSrO+ULgg8pydKjjONN9F9>BJwOizVXjsbQEy={i@Bt-~UGV
z3<CXH;ENZF{F=x64)_rGCpuo`CrP{Z`@+s5JnVTd2YvDT((Vpu_a;M6_2kxkc>(m_
zKyTH){k&D$wa-n*fS-DD+;G<ZNfFNWD$mMeEC9W|-*+!?`+Z6O18(2D*pwD|&alpj
zJPiD_pG$vUkLTShBlNbO%mHrivlO%m{e+nC(dT*qc;MXVY@vVpKA~5CW~VuV+j+Lb
z2<LgR>}Bb<ST_;0o^aD|$h&I%eg^p1=WAX8KA@+xy9v+RZ!X%k>JyG3oZBsYP1-#V
z^k)HYsTMsc1AYVeyovq9pF_^W<_Z7ILgAzNu`_|cyNAf5`g1RE`@W7(fS+)`(93^w
za;i=iIqmyKGQfB0FLG)>KSwy*y`7;CI$ncM5k4=~3;oe}u5kv(AD&;=5zc(<_wT$0
zK4m)ypRriic05(+?R(pf18(n|EC+t+C&H&1ZGQ^<JKR5}c7Duh!vBMn(lhE0Tts--
ze18V?_W97C&lf(Az|QnSyAy!h_d?tZ+`fn5*QX1g?~y;$__T)bFnP{2IMq8{5H~IU
zrkgZ;O9cHo!nyzL{rzu%Z?XJ=f(7C29z!_u`S=>?H_aEV1>Ot(o90_SG<@j1>g_Tv
zdVklRX9%Ce5r?W?wE?&D63+mC<1OK%{J#SJ(!nB+j{A@^h5v5w-v(h^GKBLyweOKQ
z7xd+rcS`>x@YfL+Nb5N{lg|?V_I=mq0$=wlkw@j+7(u`HLXqe3gM{-{xgzKx!0r3h
zFD0D&zt=?JuXbaXvjsn9i}2C<rP;s_+$^~2|6{=Gkk``ZdK-8g`F5q>^&FA2JL1hd
z(Vuz1H?{}|%@0fjZr8UjA)MuZxR=PUe$?y0UqapEAn?yQSLmy({g)}g?f2_l3*0`}
z)_k7uS#?I-aMpJ3A>8Ogt;l~E+I<zceb4;Ygme7<loh{kf4=a)<~(_><=}HI@J9G!
z>R-JA{N+o8{z=eJStNXhBn4N0?<~Su&c~k@In{r=4!C`9z}?_;6XH9aUvC2c!rJ%W
z>jG)_HsmXmej@M#G9u5u-9*qo03U_(CKDn5!@%wLWq(9C%m3~$k$*Pmb1#&3=PVTd
z+U|V9nf|fWLVq#nmx2E46NFyv_7|X!gI?F8!M_v!Eyz!595)O2ZGR9xgTVhm;P!i6
zD=rc~1F*lK^veimIeS-&oSLs&Pq>LItvvJF;PcJ=xM@+xcl+N9|GIw*AGI4}31|NH
zy$$uCx8DzP8StLv@?5%hbXzR^mt8D)6`pq#@W)X%t8vOTz#l`sqS}G&E*5zz?-%*s
z?Iw&S5YErL*z!xO3FrB~?f?0o>q6igVJ9_j{5QiN!g+qZ2YUOxa*0cXzg?%gh;V-P
z&xXZ4Tyk<=1ik$}!QOumKK6Td#uCo`fB2`u=O8@qNuYmyne?aX)l<M1?ku?KbFWK<
z|K_^|SNk&(xP3n2RN&{q4iCze$G8``Z9l&yoaJ1UmVVZD`(Gyg;OhkXquAhdfBus~
ze;b}_4&gjr_unOQmg9@B1GnqJwgCSwSLii=a_AC~$G(r^2;gIiq+O-2C!E{0>+Np?
z{`L<-zYFB~9(=Z4Ex4|CLoSzgU%oJIC}Vi8sf08CM)=RF&)0)~$ghOY6`+3>^j{(_
z*74n)2$+w3-)}2$dp%tYd>Zm{Cqe$_fUiJYqvMslQuuFkhxDh~)w>Ai@!erxkyHEO
zdC=SE_`U)@>|3GNIHJ#0!hc)T|Es@R1AHLPN2p)7l5lSK?Hu7l%ZK^-7wGpb7CE&)
z_r6;AKWpWA76G@<**!}*^S=c96uQ6sJ?QQC&h)=V_}lmCoeF&7NRdbDpWg*;pRfFZ
zaBlbeqvg4t&Xwod`&!}O7yiZ|j8_}sOn(CU{|Vri0na^E_~f8}9sr;Dh;ubw`w#Fh
zzYu!mUv!<coBEI7+MgE!x9j?z13vr^d0y3rZr2N+A)opABnW5u?f24Ff!?-Pw-e6x
ze8XnpukrGuptt?r|APPc|He(vY{``lI^YJ8$G(TQ61aVj&?Ug_x}ax(zl{AyosS!V
zueRd218<ae?fbau2<Q98?K;Lr&<{fYkHz@jPB{15v3;dKn}PoW^h;4EtmC!kP10`d
z_d>6E_&UOMEd~qoYXRu(`{H`uEPU+y{1*ea>xJ$GK47Vg*EBSedyDW{vPI-kJ(&jl
zxwrg!QU%<uH@g71ec$Gr!26#WH!UX6?*2=q-MPa=o^imBCY<|W;6ZU9@@p>WFYPPz
zY7ZYY^t6xps>rE+(OaOm&!=y*OvdZqeT4pHw6cf6eNCD_(uA`;k0TD!yvNSBhL6|Y
zgfsmgOGHk!pUuGS{rBsE57|%XRZl*Q;J+;`#9?|ekZ^8yF5*z7IV6I9j=||(!F{D4
zv_Ef(pnn1UzkwgFa_)7z#5-?W@y-asS)L5$%Pe&5>4fuqdHE)3cM9;OpfBj}?}yKU
z+wa55+#&pLfM22h;S<1bS`as!RnA_26ngvpYeRv*bC$HL{dODSEa!{|g^$kne}jHc
ztjp@B9eStG+wZX|Bb@u;%xd9Zi08c$c%N_l{r^62`~3A@cM1Q&kBK}-b`wSu2xtEG
zeMGguXU~&%RS%be&(L|o=SpFdb1(2^b48vfa^-_>4GtpDuN{_4yJbfU|9QyE-35Fc
z;zZ3;eF6N*kA%Pab@4w5pB{sR&+pL2QsCVozxLZ#!0q?n4Ok(3?E18`f!p`ZUJpF;
ze<F{rUk?CZ-YoLuqo2P8{w4H8^{V-98J9J8$BpFb|6fHokIP5f2p^??4frs`cbZSw
zc_s4+{_IOQ^Rep*%Ybj0ApG^avw++8+ReI0_}KS3UkAMRal)q(A`D$6&$X^v`lku_
z;e@k1wK%7v?VbmGi<KXH5x9NNK%aZXe`taKp!0V);mrSO#NFC&Ex>I%@CEP}k!R5P
zShQN?zwL{-k-Q{V9$+@%%zxA;@?08U-v!)0pY<N$?B}feT>3}#_6Nl``SITOg^yzq
z;oR<W_<Q<XZNTkw=>6^&`9~fuavlIZ%qN`r+<<so`~Q64o3I~Lit%~`xPAZm^aq5G
z{r>d1gtOhV-=BLU@E#XQf35@nCxM^2P~_CS%|F54jxTc72>){y3%$y}KjHjb&(Dzl
z)O9uky!WMoYrj1OK8vb^&$*E2UC{52eaTkf6%Pvk+{c8^T;S`0-!fQmT?an|Ztnxe
z*Fqn@5PH>zX@s-<i_VT4&Z^I+gZ?us?{Nd@?Q?Lm9}+(A94`E|f7TMN|Ay%1*UJ(3
zCh)P}w?6XWa6Xd>XZh{>gzp1xzt{Cu;P(4Cc78<o*zZ*t4Sd11@?08k))CJ7X74LK
z0($$t&^^|L%b$qAYYFG)viB1=0=M6rw*8|*KmJOQQ^zp|d@bVHDh$G0!dd?B{vJ2T
zoxqoX-hQvv-N0w|5&oM%zZv+be~La21OCg$M4oe@4>~Uzf!{G!_~e8BA>h4X4>b<@
z9=LrkT=AcUzkPq>c;NQ?o6ZA%`6iK5=i?K=?epFLC7k=mzOOI;acOr<zR0i7H4*qX
z=zryZGw|^X;^s-!Zof)+*u2;rfe(8^+O^*wdMfa}W{Nzz4n79_fPDqO9R0k@dg1f(
zP{GdtJ`MOgcMGn5#l^q}!oF$!|BJv^TK0U%lhSVko1~xr4F01DXMJu$|C|DRIq-L}
z{;D1O8~CigCT=J<gMNpn!u#zQgHt`yBB3AIO}@|=LH`)xEYIIihp+bVd+@Q(FYNLc
zp||g2JeF`?XXDm-ngM<B|D+$(4_`_+>y=&K@;c}<3q*d^lO3OycKg34e0D`Y3<GYz
z-?It0y+3j#;oR=HO5w8}eC`B3J|^wX+D<;W8+?{rAo`%=@)B@+ef$FW0PMf${N3jn
zk$=>~!bkUs8i3pPmi*#bmUH`@Ui*nW5HqJA;XGbz1`3~<_~7@3KA6Ay6X@T3U!GU<
zRPO^XKVJA806sO(N&mc*FZ4~h^1&&<FWp)2YY{K3Ae`lSex2}%fzL<4FTr@J9VmES
z=wCcV=+)ml1^9)Vg}>6@1>8PYyVDE8=aP4Xz8~7nC*15)z%Shm_z{HjxaT2W)_I)<
zpJ(TYJUTA-0Pll+C6(uM;PyQ>c^gEYV${<PLc4Pb=XMA86**OZZUDV~|Kyv%?R#JM
z`77ja6h6NM|51c<|Ihoz-*1-zx9^L12Dp7cKu%3-CY@=ks~c96lT1z+Tb`U$T2Yxy
z=G3NIQ`76ynN({s)0nJjXl_cSb3&kGvbH%ny`j0fsv%jMX>Ls?tJ>z~)HFA?G^8@A
z+F>K|hvyUL5TayVeN%n1s<pLhUNY5`X`Po-*ILz>O4hbDHqN83c>YQfWyVK3J=HX<
zrlln(d2B^yQmmw<K2?*NQ=d*HYnq$Vnbx+NjC@p_Ox8E^w?SD@)zHvfQ$>OjyXgWB
zub<x3+?t|43S-G+I#ZRYuQ4swS2fh1On)^uC99fhleH<~%zx+A*AxAel4NpvQ(LlT
z?%YZF^xfK2T~%8{CP_`qO13mN)Yr^Q<RlN9G<D4ANyNFWI$4@*tg3IKuO2%oMzT%M
z%xFzj)h4TIGWD}l$(GrP{JbEVY0a6LZf>II#WPPSoIrn1iWSu~*QUzo`7)KwM^=t6
zPRwMX@L_R%dTcZGYjeZc8C9*+LaH@EgY0~s-)6p7k!h`Onx2?fUgrI9cwPP6DQ%6Z
z*7}-B)L#v$L|IKmUXs2(DV9%NR5NQ_swFcc$z7-ok~B>jdb;$K)SOB6P4tzCH5D=b
zj#A`PKR0rxrV>*pxgX>6;pNm7sn%FtRc-Cq=Eg=+3PY2hoKlgD4F^=#P*syMpCw|{
z{bl8e%F1Js<Byy&wz72U6w+MkTWPOkYFq1%#ZsT3czP;x6g@$$FrJv2mrj&bWD3%$
zOld{BB2(CqN~h^xiHa)zFO9xFe9^2aZ4C_`AV06Rt%X#iDwC2iAiiy;(;D4x<(D`_
zqnm2WT2nMG7PV*0iDk;DgrQ5-Vr;8vAj)Qz`NkrDcx$R5Rh3Q&Po;$nUR5Xtp|9B*
zZWWJKWWF@EFhRpqV*Xt@uO*deZ+M)ql}{wi>KOI7!o=(>loO5W3*&}NqCLi5^3+M~
zkV6ATls1)DHBC>I*4HNz)wPw$N;4}0pU%wo>D;;5KCPeU{q)!=UNK`uW>(KmwPxz8
z8&Z|c9q)86o5D2D!RW43b<ZnJmo{Zm(_5<=615(!EYztUurQ=*9y-S)*mQY3vpqT#
zE11pNU)c<mottHp%^=%fnAh1a)K<@o{0bhwIGt&2YN>9W1yjZIQm1p^v-X(f=iv#D
zXltg0QJ!;(-3|E_nRyMV+M`?R$y~>Z=J4;)yhNILMJh^jO!T|m`4#i=DsF44Z>nXJ
z8a?WGwpg(UK_aHA8h;c~LO6Cpp!|X{ZS@VAA6u$OwjB{oXNa>PNI!LCLC_U+Qhg(N
zHQp6;L}S(5BWc17FC3j7*W5-EJm5a)dQv<-Rh4OLO{K@?CuWnkG`@WF<U}$tWgM@7
z#*xFn;eAXUKfWSC)@t;aNeQO#c~msDy#TH6t>iF`J7&u0$)#g?I#*<hGPGEwN+*=b
zgU9mNsgOl5QIUxis_Rort4bzSN^4Cbkr*2*Ew9K=Rum>@ClXUDlT*c5RvrZ=q@k{g
zjTlcpN^>iFOsa_aWmTCOqg$twBhr)^8)FNd&Z(`+RI!)FBC=$$SaMwIq_$MDnpU$?
z;S5)zB+=U1+*;aH*KF3~e3Hqbt|t$bSW@4Sg{{a8pPk~?c@dYDJC>iEoUECVB2TU%
z)s$%T8aA1M#be3&Wanud*pMvw$)gM(5yoLQ&J2=~cDU<-W?HN2GvqB$gPB-Cvb;J;
z-H}Q*kyA%VVM|qgYw1LJAgjehMFID3VubNYo9C5Q45z<mmsb=g%PL)uOTI-KVmi+0
z*1Sp0)9Y(Y-?)Mm)p946Vtip^STxgX`6=oya=hrdYG#!Rn3z4Tg$C7hps~s7z?G1b
zL_I@JI4NkYX(ufmU6Co)$HYhl9!#H`^@fy)dL}PfK}uDViKWTMDq;v;7D>he5|k*W
z!AiA~0<bq0=u4s?DPu(xH4srIm7HNbO>fs4t@AFC1*xW56*}J?99sC&nIv0h4kFqe
zChk1y|1#3B2&sI_JDX?IpKf3gD`-m1NjgfS1LQil9wko{lL1M}+Rkif+RCWPlZJjr
zhd7`0o$N`fl>(8*s+MF`#te4Cc%whrz{#v0BU+Tjk@gNp0f`r-KCz^&9+pBS62mD(
zA^(X?(+IXpG%_PpDLn%_f)y>xz|-eYeqvCR6cgm=MU)w0b6CbxN=*-aIl^YRIGZZR
z#-xW=wY0Eql0j;W#}AuSI%e#&X~}|Ng*@W$jf}TY3MG{;4u4AR9LKG2jGCAj<{7Pv
zAxiBq^tj?4o`p0Y5+!C5v3)3|A(+79K<I3;Tx?K0{&cL^JP0|DH1)kt!vSG|?;&OW
zc4{alnz0~5T1&1lri-j{rQ~OY%Fjz$f|fI(c1Or8J&v_^akI#X?XSp;sB3PWQ`K5q
zS{`PjC|D$YD(3}_LbJwZnuQd_Q5L4DhE@aWx55lZRcJYutmO4L$qkfFYRpUgs3N<o
zLUDa_+N@=T6yetKTq#JF5;VRsQ`b;6JuNu_68a~y>m%4GH8;a7h7GTO!Sc>8TJ(x!
zq|zjH1*L{s=Fy5?)k-0I4b2`}UIO!nTIkSpB&x~D^c*si?2aV3S&U4CDG0T_j<m5t
zlCPT5aFlNIn(tVsw@?P{jQRW{nnJu(N}7sY0(KE-WJ*#^Rpdz~>+4FVrCZ6<Nt$d{
zY3UT|o*4ZFAA%OehL%)oX{D-KB2hHkq$FlT_sU5P%PK~9=}Dc*Mh+PDTq<MSoJ1KL
zL+QCJwzeIk!i#KUqnX1retAh_FN}Gy*S%Pg<(DKTurc=A9y0rsgrm${^Bi{lC`U)G
z1^JPrG68*=7;PM*mH=y!rZulHndIoKK4TJ&soJEO{q=R!MX9+plxIs;1(*HcqtJls
zVopZ1GD$umjc|FTNx_l%A+M}~(sHFW)JZX(2jp%V2egLWsG0<6F->nWWt{#@8_%4S
zfmkKTK$llkvlSwS#E(s&-4*m4jrC2XGs)MarpbBJaqZgT=uBQ?huzu3#<7NsW9#_V
z=0@XMl8)ykODdaZrJ79MiL|L5E%10urPkQn3X>nB00qH%1-beSDHFb9y+~J8@G>0i
zisIxrP8Rbl?38m*K=X^I?QH785jxL;wqAoUU;M<zIXnzwBg!5x4X`nYl}E8vFq%cV
z?4a~969BvF$cEE|D596@`$7u!`U6vowIm^$ID(bYO!G85J|Ru!CzCV*$o!e5v<$r6
zarcZF8#S^bQ(ST~S+N5C(<JuII*Il~dlLGr<ML$W4D3&k#ENHBQNrA$oyRw~8t1~7
zZ(;GtjrV!f(Qzg+Z2YBY6Or{P9gojmk|NAM&wbV%V_*?4q||#S&~_M9i8>a^=bK30
zI3g0uyRKST^t=^;NKrLyJT=KUMRy$~*S&6Jn*1NmxBD$QDM|;2tE8nZJwxIhVx*=^
zlLEF?2(i5gl-)tg9#0q1l+<<Cco1QBg5+>K1d8lQumZIS5ne`69~}lQlM)SP26i@K
z!q&rGoH#TTr3#xvF_W+?MWQim#)QsjUADYK-|os9%E?+>eU2&l=d?ppk}TykXnlrE
z8g0{PF2UKc(ZI|+USx`}Am2PG?8WFhvOUIPOl_*5JxsIv<;~SnPtX99jiWVK{Vev{
z!{*?GNINceFG<^D$r=t0N_lOTuz+-f$JH~(r;$;dKvr;E3oqClH_!@A5;RuLqWGS}
z3$KHr##8-_NTW{86!@0`V|0v}H{)&kO|m-mbDhMKH4#I{PPM={0%6JM&UZfbT;vuV
zrDsg^C;A)~adQ4FBI1lTP#9Vy(ma_uv%Z%hZ{{W*eePnkfiZzcFfExiRgvbXH8cg4
z_N2YsG086^HRWwz-uh-;rme@Z%?)jhP3-NI*NYkQ2DDM(a+Zjea&k^Ys|n%A>84??
zrF!V&NM$wAy4p-PLhYC#@Z{@Elub`PsXAsd0LT`EM`t`koP3hxa(Q8j(cY}HDvMQ)
zB?Gy&j)|u6xvPDtlS<3jy6K8V|E3j*+f7u9@{S+}%j~|pIWBST6K+Ho8f~_tnErH5
zKBaSb{iJrsRn|0+wsPE!l8m~RWL-;MGTl<s;N(Ksgw?f}-GXxJVVW1@SkPj}wuE{z
zR3d&Z-{Q}0^0RiK$vkb+c*Zo1itJ!acQ&X$BYk;y?s)uE^E_-F`Tye4m(!^56XWSR
zzluvPA8C!?Xvge4J@<;6rf+Xkfrephekpl+B(TXUB}(akCNRYQPbn=YG`O6yE9HOl
zz)`p4Cwa}En?(9-TDpawl0G_&$oMa#5$^gB8(~(<Qn>76C~;rdL<=Y4D!<nj+PS(|
zP}X2_k~8GAMZmj6RDa~nTN|V9GRUV56E2WAvZ<bbCDJujEvX9L_@FFXf|74}$s!X;
zCdxTMRG2I`)fE-Z4e3O^9kuu;Mji)>Q>$mvMum@&`_R@_N1^fiH1TL^YIOC*qTwu>
zG@<l)6T!J3u|uFMkI(RMcnPE9cNa_!G0YvI(QPlP)I6JOj%<;LiER_x$>~t&=%3`A
zC?+Q-KNeE!m89(^-JmQdpNAALku04+9D)HsM@`CB8x*tdkl#VMq=wX7(l@H2XqiFv
zJ`H3M8(XSck-g2jbhpz>>`Ty8^n{pXzM5Oolyl*^MGdFZ#@^F1Kq-YWoXx2i%PAaE
zOYZ_6mXYp2+u2gqqdg1!6t6eW3CISjxuZmvq&#_{8cx%=CDRH6kfvxQG_gX3CzOlG
znjWB8i>!mmf0_B`(aex_kf(au*##gab6o|Q<JQdOs6jSod18_YB=zpdCZ)TF<q4VF
zi{{(ihNdN9E<dFBuOWt&yNn%i*;v^cbz>_|t|ZUH&^<HRXB9~zeL2m+kVT7l_5`A6
zwi+gB&zsI>=cG(WUM*yBtUW_*?VNVe2&uufmXcV$EG3js=K4wB+Cfzc?7q~~PD6QZ
zVA&u!d?gG1NI?y~n@Lcg4kPSO`ZGB%!c+@MJK&y8dalEzrF^3K)b#;q_$dhVr<+Y5
z8~4WcucHQt@`&y<E9P9K@oY#CesIqagwD2bM^#)KlX|JhP?}mE*Im1Po)vac$+xB6
z47gFou{C*W*;sbwtMCj=XOde-nfckhU`rB=&Ju;3wp8zB>vl4vAF@s`PY3@vI&S$0
z#q1*_8|tfTk~QfzQ>g7)m=e->r!I^Ov$$qAMmsv=r23h5*C<%V1a-a^$V_RJ-?7<X
z)SHthl~kCZCEVKIKasgEG6f}Lim19fM!UY*Mua}JlRM@cw&#Q?>`l3{gH4eR4Jqe!
ztgMdd94o2A1ut$=2ORyI;j}H`wfE$Km?>`ZHjXWwRGpXLfR-%6@K&mCZ*HVA^cr;-
zB$Hk>of7N5Z>x(M7*BGw$|{qTWuRRD=p;vQ>82JkjhQ+az-0cg{9#3;5S__Gxzj&5
z>8Nw8naXjCto^Ka^m!f`IxY<(&jR*@lm4#y@~GNlWDF)vLamo3i{Mms*EDd)rfJ#d
z2BN27l-=}3t%b=6Y(p&%l?C#4cvXHW50tKZ!EQHpm@<FlfH?k+xB>;UeI>OL$^2Bl
z4M|Pqa@4a_U1gFU9rf0^3ph*^Z#~QpC9gsY&8T;r$xiumYL8<+liG4|Zr*Gog{-^|
zRaE^@*E~B~(8+ym(@kv>(++pw8hQQT(6y00(Ut~D)puUMik%D-)hlY2$`*xoPDol(
z4%grIXa#9^2eRa5xEq@1@P=J;8&@NRJTv9gslT~qlO~JNNvJOtTlxwenjy1CWoPN;
zIt~NKgp|Wk6(#nVN-Ypo2NGINr##$RR9aP#?}`zwHL{ZBq~^M84_Z20m=~O(!99uS
z7}TFIqaK++oszYTW5N_NSbUbqNwet&LuGOTtrMJwkwj}qJqKmK%of2^vf412{_>Xy
zL&jbw+uAJ4vKbxm0?3$7b)t`-Y6jZ&hq72S=V(z1QB03Tp;f|_sDrxCv8vP%vLnq^
zvph)ZWKw%!^@Qm}wWnavw^cK#F_s|n2akxpZ~GGNMv;H@;*4bI@`Ww(PHYu%1+n8*
zIMvlzERalSxOs>QQ5Y8;*x?Z?E8w=!<G9BiWR`mLhW3xJXi<25IHlL5IKaDc=I;+)
zDM=I>`g~NJ`<H2oDxwtH&82#BZE8zGEVbs&$C-I!gwEotm>Gbii(4C_o#3r<7k5DB
zB9|crBQ@g>7`IG5GrnDPc}5ngNM|`$Mka!CLnX#%Q$vl38%tQn9PPxOKX%o?9S`Pr
zO0&f^y6QTCgQsMa?ToX4L}nE_RKDRPR7F6yYdo=~#^1)YdAH~}pk{wD5N(pOIlJt#
zb3raO&77#L9|z`JlZ8Rj&t&w9jpJ9M#yfnwB<PLsn$o4Erl8A94M*&x`n0*@NZWxd
zh?6NXm9#NhN03%+Zl$5HYEj*(XcY&O*>U0_GgTwi$eRZ6uY|VBgv2AXC~}4@%c5v(
zyZ3}hs0na#I*tUMI$~O|oK$zzwkw-siVJwwQ1qhtqbSpdwcIM%@z~)K=U9?DQp&PD
z@k36~RAgwcQobif#xvE`3{W?66h^((k+iBw0=bL0CVyzpsgkBj#RQ!kVXLyX7$J~J
zc>3xCJZEP_s{+n#2NHuJMnnV%I*+8cJagzlOpFmMoXxUCN0bR;5hg{_VI;qYlz@x^
zt+>29L_Se1Re)A;={Y6GjW<!GB_diiT1g@m)z)*(GVh)xrR<JsP%%R(3udie*h%g3
zKB}iI(r9NaZ+ulcBM0wjb<wRf?~#{ahdTDXFs$U-@Wq$%^L?9zV=1gOXYKvDUhh7k
z_uDbEA&Bg-5zTwLD3)KJrY+F=TC;Cz+#JU#8sUaBNUxb`w>7py&6;$ZwJx)9<noq~
z(ib!w&=c36$&v&ih4SV*5Xyud^YBb64eq>ddBo(@x!XBwVIo&}@0=+x0fJ*aOzy(C
znHA$`+67lm#POyhBUceqO-RGrMtjN#e`WAP_PvYvSnga^UYg{dbRP!>VLrZeh?UBs
zC7oPfnti2o#Fs-2w?Z?EjqvuZ6N31*>#PiO#3~XDa%GE*`!K9`$-Em!oz81nr$ae!
z7wX4|sIJo%T!H;N##EGGtS5C$7YakHT9nY4<69Ygp@@^Ka8H;zz3}6%enqtDlbPq}
zPiW7vX?K@*b%i|pzeJFwREtswPN^0<6pmA7YPIcQiSnf*viH2z8>pa%f(I=jEl}88
zGYgh(l9|zQHA7*t_5Knuk8D<~;#o@c+aA{m@`P`_c}l&hZ}O8U{WlwMCL*Qjhd@Hb
zaYgk?WY#xNojffqjWk$%HY1SA^i1iH=#(;|p~Yb0vY703rIQdZZ=-Tps=eVeE>Q;G
zQ<<w@EODyp&6ms&h(|}eL3A>ztZH6EvpIAi8_ynzEt5jM7R*t$zjlx#+~KMjdhn@o
z_<_xf<5$aJgK$5I9R&`xbnP@nKy1#6=v#C|CT;c+sDdHvKuuu4wAcJbTg`+n@Rs$@
zOE~B4ebyy%+d`8cW@o`(1-v6fM`-6xq8pItlnUK9Ak90IC0skHGR$m^7>y+7PjVFY
zf<+>eH{of@b??pcg0SQ#Ti)|I56Gs*m!PA|m}o0r+V+?|laY%$a_O^rH0*g&QX?u8
zX;#dHr!6q!Lue4@=?>bO^X9kRu8tK`BHYYDs<thcGfu{P@KzQCk2(d_*|x{QWzunh
zc^@F$EE|bE!od~Br4(L~NDZ`nH&)=w#k*!9mhZJOaPgcO;YsnkUvUyp>|g77jO<q;
z@Gib{6T?rm+IDE)gM37)KNEFJPH&{^!c0PyZ|0aVJ6Vo<)y6hdrPFk&nhDa=MaG~6
zk4AZ?5^Z<ZH`%k6j@@n5X?QNur!*jmK?RtBWya`1EVvH49UbngvB%+a{!Mt<6+g@=
z(3LuF5s0iI-_j=06$K-tBw~(y$9-J=^{le0{Q2f+G44AEFCHaQ>3#%+!I|VP4qXfB
zLu1hBg;J!kkNtZ4+2iy20xhy%ojTNKx4|o+<cXb4W{;Sm9*Eh=Y;hb@|C-xzBjsi*
z!Zj_tPXgJ^811%`foN|l?Z?b-YSbJmA*&(F6Z2PWLrAw|J8A-IzQcU(UIygYzjjR}
zMPIZ}Lc_`h-jt4Rr>+)--;}~Nb>F<JNHdO?ak#tc+J<CYD2vAB?^I1qPt6;W=9`7=
zB<i=+am0Ztb7c?RXG7o8T6eqF!@mNDOik(`dOR@;;i^NEBE;|X+b!9D?Lz!WSvxt)
zfCo@pV$UqqZ*OHlhx}tVpyTXPZ9`e$Sgk6ax8enQ;~lv6=b|}PX?ij}0$0Q&f@{T3
z=F?GuVY0P;`V6`blI@u9aE<Y^vJP@!B_aowu&r8)%$TYJGh8x|iJVMx8(q!P8mxEn
zOp=K72~R|xBXnM0=Lpq|XKYsF?R9*G)4;`;2zM<ENla3&c4RLm+Fc|Dk%<R7azUXI
zABCr0rz@(=f==ay?ESQ6l66(}4S~lrB4c}iZx!Gx(Ts0M4fz)mCv~m!s53o8w_kAC
z4o?0$6|<c6cPnO{ysXDhwc<8MC4b!1PAulFutE6Zh!a+a$$jLx<|^IX)>@O2`7OPv
zooE%#wQEdUoQ3=+dRF$vOrd({IYsiQ%P1jBPe)Z2T*g>h-k6wbGKGP=aws&FY}HhW
z8@#5D&&bhLWHixY?nEO8oaUTX*rA{JAXG@Wi`j?%0xhrQtTS$XKdGs|Vj){Ks6Vtf
zHJPUM0#6OYPi9+VF*^N3M^dN)bUJ0Lo$x$rnz^{MBP;10PqxgNlisY6r{u#^e+kQN
zt7C+fOsE=qw^B;#)3~Wvd`&TTPI3xX(3m(+tyu>aJzBrnL1Ga(=^5Dfw^?|C45uET
zHsv_LVcU;#GMAVK{Secv*ACXFC#M>#=@MseMC|u5BjXg+P}fL?+v}))54h8`%fL%k
zR(D!17z(dUV|S8$$jHhxxoL>Y1xyLQsh8;Vc4E*M<pK3yvBI~I8!dFwU%_v6#Td|u
zfSOqte22BW3VW2r2_nsC>lk+Ao*OcNKan~1D5M;IF2UhvbC+aEaw=<7P;JRh>k1Q=
zE(?A9kc=5!s9r^-@a77pc$}`c8$G5p85>q0)}rGckYkWZ)DDKfv^=ocmsqzDo7vRQ
zI?*C#2zLk12c2N#Vq#k$kW$e)!3bZLTj!lI{y1nAs7_PTy0|Bgi0op)Y)g&Dg-LM9
zAw3v{@f|#PFoC>Nr$ms;>s{UBWwrgQHOR?qr%GDxBcO*0B*HaN^ykmBB*L>?SY!Ch
zg^eBE!E(YT=is_#xkIc)maR0JAnsP0Cxc=~d}$|@X^cYTPID~u#+42#t7mz(*Rohg
zFX87Y>9boUw7S=hZD}!;oe1Z}47!hN>M%J!)PVv^a}|ImXCII>c<)q}{--(W^gpdB
zoj3~Dfp*DxVk027!(4ggJr(EmSz`HBX-^^-l`HOLi=}iI7Mqd~<KeS@LFLnxzNm(7
z_t)dJR(NMWif1j-uWNqS9W%S~Gt@kJt~udgk31+xKg3s#@ja4L>+0ygl)`PzICm07
zM0Hte>3mw3U(?n~Wk~#PhBmld=5v3xg=VpCe&gERu!0PJ^+}z_mlVnAyW%HgB5#t>
zfV&I!g-XWxLMT1HVQyI}<GT^fVg2Y)@CPEk)KvjxJdKOyO9W@B*Acbw_n5n)1&uNl
ztrKY1pM#5Ur6Dd9O_4x>%9O5jm8L2XfSAeCZVv@#N+R^IOoSfNWSmMXGi!5nQ}XB`
zEm_AaaRq}{f!!%cEs>5&Q`v4Uax%T)p1e<%knE_x9z^q`9W*W>c@sYF<<FaB=_nfY
zpljp5A;-~u(@U6wu>`#sDBB1Gf_UjA&+?(mcBm_wtq8`ua(hz>oKIjoM>#HjRYV|_
zrS4wDra0U^x&)c#DxZOCKNZiXddSt}RJ<PWajb0EV~N#Mjf#q6gKBF=)C5byfkHk{
zrF-^)2)89_Abm?=UcLK{5iEou?w^jEXo9z>fGwx@c1v<h?eAx;qO&ZOhaD=YjRv|M
zoBehy?iLatG#eTbJ9w}0XM;^SQi^_M>2w1R=}}jV;GEXA+pL*^s{leKsAp<99cp%E
zC=cYQOXr@%yBFy!Kwa29F&)6szd4uYoo`t2tYwO)5vTRYtWY;#k7)`8VYJ=eLb*7;
z+P+RM+zI$pVckF)kE2KJmoZYL(Xn7nCx!RW6Ezf}^jVeG${CUhxwAmjHhP%~vA$YL
zD-zmsjMR|~lbgrq>)O?~Bh#8pniQg(ODd9on|zJF(88Qdbgvz2&mwXXfewktl{KUJ
zfD273b8H~;=3+hqP%W1g^R*9@L)I0|jZq_>O&^_X8!HiYPDjohc-Ajpenc&tJ8zw2
zs2OQ``x(6)&c8_1HPe0men^Z+AP9D<!Mrw$B({Apeh~KDXoHt7WaHtpYr(_<!{%qV
zXnNltwAa(L?t-`v?PiBPfi+r*HdqpD$bA!1DZ?+x3+a)qEOn7(tn0^*Fjc*)7rkUp
zUf3hEnDWFwk-~Y3OgR~?K5(#`T~E?|=S|j)J0B~5JmIV;O2fL|fzZ${{HNK;JFfmf
z#F$<0dxTV-+#FiuW?z=DkUA$K)6Q2qggKra@nj-(So1U$^fnm7o!^cyl_qo}oh_))
z&4VmA!lV=W>N%DpbQi@_;q6(gVtEuqYl4M)n9pzo-;!u-XCO(KM?proLF{~1&~tFu
z_&(8Q%fD(-cSRU3$=!t-F8WfZHe#IPQxaDNeOS_QJ8Do3XZ1HbG}OChBwec>;mYwh
z*oAW~qNd{9Wxx&GbXIk267ycQlOHfASJZLv$E@v$=9*{|KfCTnsG|p??=O50o*j)*
zznV3N6Ux!=n~1EgYIi%xK0RvY0SYf*FGw>S+v~X-#0O`)8iYC~TjhSV;)O&`lqoNx
z|Fg{_r_`)CUCB0DPA=CoagZ$uMtQpfX&iezW|kLFI<sTfJ6nwD*{mH{ZbsT+tMrqt
zYM#m-Ue(<3a|X&h7`FVq1}hdbslLOT`T8k3?qq_lY_$NUWXGu<aH>Rt3!cfDwa-tk
zs3oa=ITJTN3t5N#6<a#BywQMTc{*w3Xt;cDl`_-Al?CR=^YkGRGAV2OPu*T@VVhD7
zZ@fNJEYE$@0_{LWELv{&xa9&)_efkvR~F#PA$t7_+33)NGOSl6WMS#VMl<DT=&nBc
zFWp}jc51_LNE8r3Nb24D2(pKu_Sd`Bxix_gYo4_mD%Y|^$8yq3K?_6)S5I8oxxFrv
ziw?W-pI5h_1Em3!cXm4IgoH69ye&%OBM;Mw&_irb$4~hbWSXT;sUp*miF|b;nM-qI
zTq1k9$iummz%fBTZYdWVy4hxLBI>d#e%AKJ*`3kBV9FDpn<P@1B#^|*E-`IaHhbSa
z>lV$2XRBm9vo;wh3-Mh4oy8NND~k%de2)azZ;auyt#pqq_nBqtq`EQu9_ElVlKXgG
zdrgZUuiL(Y<t&2};c@wPV+zSbGHH~MAV~5pv3yy+Q02oOeVKD>Qj9N{WD`~wZM`td
zXd|Ao6W%bym+=}F<1z{gSIWyBLg#I660evpMG~l9Uqs8s&ewraPt83iHP7CX=Fm%j
zIcde$e|a|B{GJKf4LRCDq6XjV6*PMky!iUpWR0-IM~8668rU8XrP%c{7f<<aK;447
z&!Rc3n%?IRJ0ig~6M^`^f0Zb$)9&4kCd1Z&D;rJ86}{`OF%a1#$SRNla;|7(AuG}&
za33|>=(JB+%$WOn9ygL%z5F9&{n%)cVD7Cp+=CVTx~MRz*xlQTu*Y$TxDr9ew5#eN
z-{!Iu_a-aP3#83cXzjmiZ9?of!Wi%itL}ySqjl$zMIjUom<lSoi!r>0JZm~adORwN
zLeJAQr?JeqK3H2SJQr%>!V2|1EaPlgv&R>>oR8e5$QLifaN`x35Zrjx<%>juVOiMl
zxzT(0%E-wq(mv0dEhtaG`zxH}%D(Px-Bo?o{Ym}_;A9xc`g>~$DC?CrRRmrKHda(m
zFFR|Z_vmHn>E)1>&FqMmn2^fz5<TD5uT^Fk)WLUE*}HJk3P;f>#iw+l5Q~5nAO&qU
zdzBn*s?K!y3zP`LOP~3j5By48G75p@5b<`Zam{4x$n{BdbVwqd4h!RiCV@~I_Qk)j
zna3s3SfXgJ&mWw6ddQ#u^^@8CY35+0t)Q17^Xssj^tG->Ixl>8(=lsK^H_l_hgeqr
zpe)Ke@LZH_1PkaxyOXce5r_%st#_mHy?5DXYDs6`jY_Xxr&GT?pfb^7!K?TSW~Jn&
z4vJ6cz3-I9_rHdd_Fd`e++fv&sqBapC3VlpebqC6-G5n3KA+|DFC!s$`sh6Knu8H$
z51!807`yKETdcxFQ44qShpc0ka>yc4EX$*JsfZPsSE!9{ZLOMT3=gNIBQFjQG$hMZ
zdnGyCpT6^A)a%)gMj9vGyNyk6x*^lv{sBq%#Up&8(sD#GojkXU$kW@;O!9W7o|n81
zH#?Hp%B#eklSNU-__GW<DHU~+84X{MVC#!#u|SBG-2(n-;}`vk@t|ggT;D`;3`g?4
z*?Dg+o5L_yz@XX83!RLJbOhQ>g$M8K{fTlGa{s+^Cdl&T+>um^O_Ss&k|duC$N8d)
zDSWlJGY-aDRb=Q5=#hm1-l~A9<dis-0haYMR>&8Idi{CW)Q~bVdsWX;dQ67JDLu}z
z=F5zUjz)r2i{3|}{b=`;kXef=(!=E?)*&fP@^0|PE_G5oyZc#c>!q-OTqNIF1Yf*s
zts7mO$JScnRWNdQJ8<N{R|f4I!;##E>vBeWU?FnTjMpWUKJDBdo>F`F(aDNrvyvXi
zQor4?{X(VoZu3PyC>AJdqfZ}{ruJ6WURc+Z1>AI>+Pk)eR~6iUiL-xt*^G7l6!oIt
z4MsLhTx@Ydf)1HD5#h0}<0q(3;z??=OUbj#tB~>pf!Zl$Lyy6}GpS5R>Wl1mk7SA1
zX`2xfy^zkb(M!H54h<g8H$4!VXmsvQ@gF~6y|Z&cp^r#9qNUOFaQ>LoH>v>_&M8oV
zeN_h}GFU;McdZecs_q85=M~0*2*l&dc<ppZ22;m2v|o6)HsOD-nW&*0*&)x(yf?~R
zz3KDgv<}Ah4ZW?9jHVR2J#UsYj!N%QUCbA!Q;jiK8B?I4w+Kr$v3a8-mlJb*XU5Uo
zOo}%;PVl|a(fq|BJCBE<-Rk!mlVR%cDKuZbiRG09bj+9Oiwa636Tng{CJSsKhr%Q1
z`itg<*?h038>^t$P)4@^TP+x0b7n+72}|jT=9gA-!lo4$Lsd>5+tA#Us;r{Kj2M|t
zt}?~G{ExZPl#)PtiIyET<|Qb;@#>aq=S(!I_vV?05DP+5*Ro_DsDw8R$M7D7l}W0W
zN9a&qA-r-Kr6u;AIAPt1tHnAWUXu|F7(35m88Y{+R~CA@f_ew9yXd%YN=Dn`oYI^M
zjW(piZJ*OhZSVxnlG>oygUWE|fp9H{`?iqi!`M=N!vpE{HR<Lsk9Ly@a}(hC1>V=A
zk4e=vx2D2ld`~A^E@RYWRfnka-&Ai#rlUW~rO(I;gyyEn`SI0w1QrZu9dphbJ1L;R
zRnEm^9_pzOo$eiW4Tv+B{6kAJnId$^>o+Vg|B;8$TxY=HE|b@L>XQ`BPTYm-80j<&
zh)2<V&UJ*!h6l*(qtNn^T}`(xMDAd&Ji;jm420Hts8?-#aKFdN=>T389cvBGTi#hv
zI+bn#tgUZKwxv_9@eD~4%93CzDZ|GmOB%))Y%E7IRe58|y(&*{8MLSJh^q8>x~vsx
zV9_^Et}2#irgP{F*4-%UU^chl^^Q9ju2s_-*yJRmou16n+w_tY$qmpoh*oMqRoQEq
zVuchTw>4z=t@fOG^eyBhG|Oz=XqK(NdB8hWD&So+{Z}M9S8Dk7R;d%Stp(9}0$=rk
z=UTun9LBM(!ge>UBTO_;1onNymvcRp%GZ;dbh+8&ZLA@i5L&=hkq!$*vbvo<cRKWx
zs@cY1`$H;bJkJ{Y)r(~H{hrb^O2ki~RT@6BV^wts^5ty-;a8+m{7m^P^G@|F_v5lX
zbRA)quE6AH^yTKIEQ8N;=Q~t%-InZ9IlX;RCZB)yh~h=BU1m4UsV}C<Bq0)YgWq-2
z#|;!dsQI&UHpZCXOS*L1JpI<zET`<nm^>_9@J9EjkaFmWw4W%)Xm(9&*ztzL%nD%d
z9U#`WRbx_PK1WrSf8k%RYpZdftb@LU84vZ*%*i!sHIOzT`{V3xQn?CslN@~Vge-+z
z63p+c2)vWkHEib62G~QsW4NfYc~+{)4Y#{i813P2E;cr|I`V7T?AmD2%`kFjF$}5F
zM}?zT!JIpkSz*%NYl@NO@HmZBkyD>eHnlZ0(CyIlp3+onDZT0>QB5T>&fIoIip6OD
zPD#zputz5gRF>1(mS^Nointr~4sJXJ91QS2k7|_BMf3VreG3bf_8@4pCXe$TbI+q%
zo;CSiPQP~I4)uZ-R9CjMCfNc7Y9;8jfSJ$jdVpJZUSPDT62$dU&P#{fA@yb%X&#vZ
zYRLoyrkTD|D51Ae70^ps{jX+|(WxWjk(yhRYRM#>grwCU)D)XaHgHnNZ{DR{PKg&s
z?P6iurR_K_zU+HgwOP2jxTY9#nY@l?mp)pJ)V=bR2-t21aiw7nxHN$tjy3_5tHR*W
zn<5&hk0|G5u8y547sR%^1x$D8u&JnPO{EayJFg-pO@=uRcjes$Yb)Qy7d2VA;tgs*
zFHLriCJuM@xb$sHtTMdUNXcW3+zr4kL-c_g3ZXg|>C5J#tBC%K+hK8OA#yBNa4#Z|
zf^))SwPwb`MJ9RMuM6<jCxmKxL~na^z0k}-v)AwHIz3mg$keqL!3UFgFQDAvqZjlh
zI0SZ2RnuQ|@}E>4UU4uqXS+?6NjMLkRaTE}vuk48(|H{wx3@wky4tV^CtnS`o3*3f
z4egjv?yTwVbvQ5qvG#7mp(bpPt(_FT(Ewcxjb2(WG0^u>wPyyisfph)lq?KiyH73(
zUmHT(vz@g|G5gkVv9fMR)x{a=&TH?kq4bL{sM0+OS6N6M{jX?^N-CQZF4X0;eav>o
z?O3kG<vm@EHyl5yBiDqPpvO7jM0`4Mn8~=xp2$ph5WR<zqj$mC3-Sez3}lPfw6epB
z*Crxhb34MmYD;EFWZ>mna_Q0y(koN)=Cw<_!;ocvA>_T-9jOG+$`7L;?uIN4uF-9i
z0_yrZw~0-eiTaWp{>VEtSYz5*vrXVcuBr(f%}ZM~cNg-MKBbNvYjp#>*>7t@+pql{
zzJrmg`N<jQe2LUjI7_c{r$3$Zrme!7%w&F99UeueNT}^p%j`32u6-(MscKDA`q{i!
z#S<2qjT(;<hOVsP4Z2fSd|P9U$TW}^*pr<6aH_%S>MS?TJkPT%D@pV`@!a^u*DaZ%
zXxKKd4@-h0S~MRz_8OpTpu#%?zP-+k?7~{Hfj=YYoT~0Z&d&G|d`b%EUfp{u!%BU!
zU3^7Lq+7Qn-4*gam^@9|rgdTj_S3TWgsY%IKg-`Oo<n9`=oo)8(_Jwr_V4KNS9*{x
z`M>VBcy)zQ@w^Y$?E;VcMstY6AF}A}#-?&0E~=X&oMNix)~uf?^^^C%@-!9o7WH?7
zuy&<Dz|Cu;TrK{izwg@bHrT7Bo=||`dO-&!YfyF7Oh)w^;kHxBj(cY!F*@+r^*z^$
z3^_(3{g0y{W)7>B%#X}kdzJ?3a1FX6D=jH@@!Y_Kv%avd-nW0rvS40&71iURcGYhK
z=yg6cF*t|PmG^i!#!*fra|ms6HucR->d<-?LMwYF(rNz%(%_zmj=eB;!l?VSw8?dn
zOmfxqk2|XR>S(&po-ca$<}dxDK}(>U2B+1u1C@{-C1&fx9*1#02%k(Z%d5}S)5i44
z;$diwT`a7|!U*p5gsA2e#V+b-b!3y2uQSo~HsAJ;PMG^nX@iBQHzhoAXurNW9ai3(
z;4>?MCB`dONmY8RM=nyfU~q3Ozw-7auiuOs7yt3TY}=vKj9tK=M_c_e5xhP%AO8ry
z{)PsZw6BBZP^JDIDVnA&RrReDNQK^}!83;H!T5SV^343zyN+9(#n!NE$<7^JPM>CF
zY3FuY-&FCeX-@jtv%BO(du|a$=an3@H)InxdcL~nb*az7u8wLag~0uxYluCc^U|~G
zTPj+rYDm4!<S+z~#caA9<z86KN&YUjFIPx8Q^&OpG6J#`x^-QuCG1+TN>IZcDM~G-
z<4bfJxe@Pzu^-kpg=$J&hdIIpVXZRz#r~{@fbNTUx?=SBZJ;%DL?$D<dZltSBm5pP
zCwtP~gK0Qu=%jCTLb&xhf}1oCR~1p9>6T#_6Y8!obn>;iCC!;y-rY$yq|#~gFOBxB
z)JnGC(jU*tyJP}aLwe`ckE$R#4ctewoiobI_%oieJc<-yZ=hF}q@rOyw`c9N)z3*g
zJB~K45n^>C53YT0U$#=I<&Lapd>GZEY5wIbx<mY4wsUb<mM?_w<9NE2bDD5F(66Kw
zZf&0L#3#>u+Q&MnEtPD^w8G7_N_mJTbfGd^qO^uLq)2Oxt~#|qd6Sx_QzfXrQJOdu
z@XMV{N@h+~YpruJfjfSl<$;za?;Tg{4|H%4I#>DHsSC_ajwb8^bKib``14@ZG#BfT
zG2$yg*&>-D3r@Sx)0u4=9tL`$bduLrH#;GgB*rF&OOMM_byO<cRHG>z>7Jj;<ooZf
zu>&F0Lquz<Dxf#N;`ikFf>Oy|lPO>mtgn+wYoTJ$%WJQ_=*8YDPVrj8j=9m<j-tuK
zdQ^bMy4JJ6^Du{Q>;)stc6<(#-}U8vhtr-qxq@Abhv?|CysJ_&2wpFmUkWx6*U&_F
zJ5TVfK4!}iUC1#_uQXEBDyd5oCU}<MSRqwt$l<psRgG}CoJhvwdh6bW8-bb9{#dNO
zX*L(<vaXs0wp-ooj;Y))gaFN?Og$oy$77%{x3;*Ziu}O(j2-}&J#6Z@z*e|_N#IPS
zN&m=hw{z{Brhwb=sa$V5%jl&&IiSX}i5kYWD;X!IXzsd>o&+ECP+@*-I#F#>-LYh~
z9eH$kUU25cdpMg;(KFPAJfM>Ukh_Y^D8g=J&5+Z>`P_lPq<2f5G+H9#-cGFB^+lM=
z3N`hb$#P1p9fQIaxXDa)6GYIoA*Yirk(panT|YZU!<nq%*OezT^IB4rEvRcw1mDZm
zWe3guVqn)%LnVGmr??Z|gEwR_(lk9}1?9^xjsGmg!k9(Mz#SD-eNJ|1E0c*>ffiPo
zM@%3ML4zIUby{fy9%oKPnN*5r*P3^)B%SI@JyeL&`qB)Zqs0-kr=0;bD?*mj$Hm?(
ze&?6H{}1=qd8c*6E~b-4i+PIEB_Gwvk;-->cJ})rOa{f-+4AfjckXg_f0Bp&+iY9M
z`koJK>sU*D)8y0h%XAZDysdLg=@vR>n5hdXFwh0WNxXQ<ZKqOYLWtMh5nGq7XS3E?
z87t|38LxVVPGrud;<SHAWtw!!9F@LG$vBJZUxgi)r6Ns5V{9gZPGsjNL5J4Tu6aVV
zgp!m_{a2XL@%SK-p{{GKJUdLRT%mraJ)B`1Z?xD|P@po`#3ZF$SwL%dBfXg2I7iVw
zh42osz8#t7EOA%6K=)mZLc|Klqidt<t&j*d2X8z=hwgDlc~tH$x2JlH@)I<0l6mtm
zw)PC77bDGYM1NO$(pqwKSF0jZL(fJF58wBw*Em}9Ax0J8bMdx0ep!L*_ex|rf<E@+
z7`80i5zdlJ?uVWr<m1J7P%DG*Q{}qD)!OujzI%kX7TUe@N5U!2f$Ek7r`6j#pSBe@
zM3IOA=h~i)o`i^70jt;By4(5H+4k;fv9k8=b!cr9LVAc({ARxq<Cx9nU_aVAqei}z
zUYj|B-cL|h-$1vsP=c8p2>itq!LuA4jJ`Ra%PJ@99hYF6)KzoZ7<o(a$*8*dSUk8f
zw3Lu_%4>Kw&?-J7HMg9kq}?V;Ql(SO$rHte&Ovqi+-0Gw!%9YWa*}#Wk7`TN4DSb6
zy~}lNZoR7U8mv<RM1YGjJg$lE<y+H|_=hI;g6E>z^G~vuw$bHT<eZxXpplkO^l%oC
zO60j1u*}-AH|am?7C}h@c+|0kw1A9yTTP~|HC1c8du*}j=0-bPU}1Xz$;dmS*&5J=
z!~VF{8#DUy0w#cN&!UH{jcz4|M&TZ}CKkiXKKK}ou5z?#M{mrjnWZBv7M<oBTrJ+<
zLH03GXo9Gz1hIBU>uOLi$Nq#XYV?y@BO6RJ&|tAjQ0~e(E`dkrNP@nD%dV?79-A7J
z1(UqsD0Uf2DW_dU?{ran5w<rWk%wo9oE<jVkMo@9kcT28I~RSQ{bdt8&&|0~-GT@>
z>k(zwCL7|^TvP9wlM?JP&nBNuVr4f=@19Qg<-}+#?8PX=HFQ;ww4$=DrGXLyTv)(v
zK<8p1cY|u8b7^S%+t_>wRSYwdTrlZuZ?e!N1ikN?)x1`yGaTXd1q#vm#q?4;$je2V
zUmu^L1KsI#O;uAc%!-~Gp-YM{x8<pG^W_SBmoOAp`CdTfOnfZhY7bxoinT7**;=%Q
zF6)+vwYjK;t6`fW_RW@h2N`LiOaOPkqGKz+u{;f_x=dqp8VN75V4)+)%Vy`2(eVGs
zR?;ffls3x>dw`sgHaT^&mQkl{sJ4q7L38CczN!9jWm3a-@xc;_A`^|!%h>d&F5ek?
zm^r3)c-M_G)_an1YwzgtoWA!)$D*pDN{)%6H3o?iUSm35M1XrKXptvH@T9%WI}{zQ
zFrJX{#Im`!G;WT2OQZfH6yA`Ub>cX9p!g<2A<38%V_zJd=Z&M)PB(Z@wE0X~f%Cp_
z6R8<XwiWdvEi#3u&)gobZ=&t%M!E|)>J1fv6bgO4Q&Egl$!ZqWija44xgmC%-4^aQ
z&L@Sw%#`!~&PwN1QFp(eT~24KIq23HM>8);>!Nd8wYSq7JX>EzyN*iLkVjy&l9EuN
z2Arj4YeG+G#>nFwm`p)<DF|`*?J0yCZ_k1oYWGAS*VzeKvjazQJr_e{v2k=~P~;0c
z)b)?FarO&4+FKIc2k?4pnkO+`wN>7Rsej{LXR0y~f8N=3CM)08(voVep$O2920N<(
zS|k({xN|RdC2>ikN^Mc?!FKz~=$R8?N6paSY;c@>)m@T2RL=<i5!cstFIJ|@>-bG-
zbhmaX-&~h9E3?&$@&BvtOPkv`vTXYoIRuELsE@KlwJBQ?gH(5WJ|Q3wBw>RD41ki{
zzkbf$GH-5G1uhdYZ#rJPO%kZeyvw=gZojcJ{;1BFb`mVHLt(bM-b~jwi`jI^^>5S7
zTy_$m3w${Pz4Y+J8^2nz>{eRLU0+;YL)E_e+Tua^ZN2W&B#^<P<X_v)N^yo!@UC5<
zB0|B!_jU<Lr9s;k!1jBlSo6Fo4lY&e;gN?09_)40(t31)@2cmthvE~thrX`o|15Sl
zG<Xp#EwCpiVT5J)&xR6|&Zy)8B>Kp3np#oao({oLrIfup-xN??YCJ6J>~VHU;>gmm
z0;Ev0v|U{l;bgQ{CnslLFv3LQTzS=VRL#scXnU*G&I$_6b|oRIfDr4pBtot_uf$l9
zw)8`|%kfQ(yEeQlH(9`8(vt|qA8rxob8roe!g4zs=g(9vbK{=Ul8G>9>H$R)>00(a
zk?xop7I~i`jk<xcI=H*Poue5NyP}cn-=1Ecy#DKcL4(1kpR@|XNp;+r>@>M`Mjg3x
z0EG}{v?u$qnU0K#6=lTjN|4eDgtjrP^~?!Gu};w{iUEl6oa6+vLnkMn-c8hj1$3_(
zSO~4j^nNiMA}zENFRpJ~H113}Y8g>Sb$vI#q-sV~D-x1VcYX29FB}MrTy^Ld-{Poj
z)`}STxn3=*oV3ZjmNuDyKiNS9h_szvAa9apmwy@^2*+XOGi2EPSRfy1j1G3l;!%mN
zYgiHOiVZ{fPIU<g^!FG)(>8wCCad1xZ<LimG*Hml>V8)UZ13!i8SdJpD4aSb1h$<g
z|2!mP!nqb~uz9{m1ihEi+|+@r@aW0d3DB^48E%s7sTyIZY?Prr(vKeQIO^#ERyve(
zzB5v(mQ2qw$|MS0#1wuvD<LSD!dg~Wgf<zV0K_g0?qv+~XvWIq#VZq6#QgzPu{kNw
zm6&^)jvu(j$~f`t*g~Wqm{&Q15*(YZjmZ)M7tJ@{<~G=GOB<|s&>hR$vypH6jg`L;
z`Ee>N@K7qWV_Q$KZ&5j%H^@pMR6?>v1DV>5U2}fsvvB3`8-MTyl~?bOc0g3NL*wSz
z3jg$XtZk^x&>B9L_|cLXLWt13TS`QTxO=0eN6tNXWnlq_dg#>UCV0(66?*-l0y^y0
z;GeLRN`euJ#bfFQNQ4PpO7*6b(OCIlUCL~BqAF!<N+V*3O%v~grIkmB6vDo9pPvsB
z=pmnG7VXi~7KHxpA4$UFsRvMV;dj_(`Y~A=iO?Jpp$vSG*7yD#n@EzAm9XW?1se1X
zLQ{lU%3<g_;xBRhTf6EO8zwKetI5su?lKIie^PG<h?ym0knZct#ek=5=3;tzO3KB&
zXZq)#b+_4w9LTN{<r^#3NC*tyWNyJ7ZmdW)&k!)qzScAEYH9f@{Q?&awN>3UOhC_v
zMo0L(fFHOHJ7{M3?&&8`t69a`#q-81)=4B5?~z$DOJIp!3i240t7WiK@8qxh>5@RZ
zIm~?9Qkqb$+yx^t>DY!oq_G~Aa9D&Ph9nACX-iGU3^C<@o533TbwYzCl5L4ps}jH4
zb32(^KX7h6?TCfCz^ez3wBN#d)3u^tD?U{FKr-E76PVUXS#5-kg2UPLpLaMp+-l}w
z9Z5M*0GyZAaX!$p2^Ah#HmYsgAtiW#Pw{tAf7k4GXl@g*0&^=2-=eX(TryO?tIS1~
z$+ni|q~aE?Mlo8)q`1$(R#SnME^+(39`{<RM6KKo!ex;}D7x(V;4W+FQ`U4fRi`;X
zywX5bn#2?}`(P*#yGtgNwMZsc{vmn-i9>_)&3yJJQX+TUX+Y{4^d&YJ_YUv`xQ6)B
zSn5eJHJ9X+>aLm$HqI<7iiBO%8LDDGo{1R(u#K7M8#GmD^(nS1!SIYn>&1LF|GwDH
zV-3j!C5p!Ho%3U&+C#Hgc#m2_0Ss?vItf3IsTiFpkD?u8553pMH`KX9%JjwoBP4~7
z=skHv?n@bS?j*oNJfWGiI<f>ck7d+R-*6pp%U@@c+4i2N;*dzGkFO2G86Douzb8SF
z6`2tS2BLa(g>oX^<4bQi!|-sM=!+&6@~#EL)^@dt+3{}Hyma!qd4+d~NO90q<D#jV
zhS8O@j20sM&mB{n?fcc{79H$Tcl!}Jp6RtsI3a>AiI`eXZRWRQfd_w-d)C%R6*;8Q
ztKH3J_1({%GV&DS{!9h}MI;ki@Z74O3Fgw7+qO)KEqmnHX*17h?92Id393<+&&fbe
z>o!Nq3qO&WUEm09Si+S*(~&Y&wpxXPzfhllK)nU9lvx}RjyQ$0rXSdaYK?M4rRS<Q
z%r7CLDP0il;ouXMYcm8Aqo2SDJTm%-6dRtR13aV$fCw(_ZXs+>ZlEzb{E-9e66VE8
zdv213)ObsK_OnS?h=)p0?=7r_7_CERNqj)h(MvSREKycAS=|wA*iEsQXd`rWs6++1
zNydvi{~@A-Qa=r=4h%wOm*@&ls_E_lyhO!v$NO^!V#Yh<<Lvlq?2<0Fh^RBD#VDQl
z^Z}7UQPdZ|zjwQbfYC#?{cZvc>AL7;G*ftl0Ymc=lb&aFwoEo>1W)<?c2t0S#QT@i
zU&b#t^Ys!l!X~%0n2HMNff=wI^qe139$om;{mPmNU%C85-CWR-$G($u#5zR^;sIwB
z4muX{2HRXM;jlZBD}4DaY1`zc3I0j5enu$JE!S6SpA2VI4^B`rK)dVYKemJ?2b<%Q
zQ+HG*%u)18{=g2_k!f{r+d-Y-f?{C-$qD(hy{rgdad2-LAJn3Y<7BMhl^U|K_w$ft
zNy|-WFpXBxKSe6jD74med9IzYm8C6f-LQ^O1nYDrgKG(ZAj?l%L_xEvl7jo%5Rf79
zTsem;R@YQ2v^7)|EyP@38!ywJ5oxriH%`+Wjk!+8&h`97OyYdPhjbE*Ci<T905zpt
zq8Jl*hQZr6Y3fK{GmB5Vt#u%ki_5BQ<K#~Y+~-RnAdM+Eo`f@{g$a&>CbTAFMU?1q
zPgG5^cA76cx%P+bZ;gnE3B;!yev;=kQD}ds97*ScM`xu?k{r9txE&eEK}034m~iAK
z(b*g0y%Ly{DukUnp7pbu0C|(jPNqX%iwPZC`KdH;bbx7ylF<r>TJLA1W-O<rUPS-P
zHULs2o(f!#-f;~ubyt5WHfcuD9xAkTvKD5QT~=(|=#zz}6AMFE!IxoHQJHg=d@DSv
z{)}PugVNBHcNDz*dcrsylaZ#AH9C(c-xix4vOMK9q(?pzV3~vIp+BXQ8|3vs)w)rG
zs&zNtbESFgNEg@<J4&<2eru=52bp(C<|($}wAm6C@&Q@)A|R%^Ukfgi?~K-`67aZM
zXO`t0)sE0ZMGeiU;r?;*hn6H$sY0s}qxx;3GGx8vm1lB8$A5mpwnEH*)WD<bHjCHw
z<z<+jE}6v#AhK+3T3da){k9@c@3#-9TbfQ{y={-HpoZEbT|v#96Lj-fyW4Wt!f<HM
z+a1v4U2caUCy<rK@)9E0bqwu<lObyWz8b0kMqgsfM26aOYm<UC${G#fiBUJY!pfF{
zE5@GtU2Qlz9-lT@LO}gUei<FuzOX(s5Muqu_L)L;@o1*+{o}T%(|eqEdbi)BQ}CSG
z*oQrfpo1QT@6L;^Yc>CkD$_-X8EE9aYVE*<_yG_=s2B)#sY}D7;V7Zw|Eb9)<Cby5
zdIfFY9V>)g{2Y^IfRRJPW(H?kBZ%k?7Ubwa>|-^a2HRmGfae}QJj1ryFt{5XSI|cD
z6gn>o5Ytm}VoGAfIgENqNa11FR;;X3qFPK-4{0v7j#{Iu_b{*8ouo^Ea1tr*6wA_e
z4u-nfY}aBP{<0?fV?g{@@IM;Zo?Wc?Fk4a(tyw&6c}^9kw?Og4!acOnoe6hH<l+_t
zRAU$oJ)sj|F^o+3xtqyiJCd{gNFol)T<B|?HH2ks=O@LDP}r1bO5~wajDd%zX-i?^
zZrQxSYPr{oL0dU$yPe+>s?x`B>sx#10V+JFR0rG*hlY4Q$|P8OST2_i@5uypoXzZJ
zQ+{pB;B|?(HHU@R@I{Ob2i5@*>K>lB?~V?g*o7hyG_&BiGND8x-h8K&DiJHU#IYXf
zzc?e_nuZ4O-I7JU#L_3*SJXy9k!Z7gd6xa}97N(69e9eO2su$HE*FQ-rnh>wEYc|7
zGeI>W)Y{96pR22@;Yen=j9wu4wv%q3G7LavX1_lZ{6@9%12#Z5Dq2m0n7UUp?DRlS
zGpUJ{DpoCcs_;xBlXjVDsfiSRhEFYr^BgWB*!R~m%;C{M<@wzu!z{e)KzH1rKThbT
zB)qqD_%lih?TOHGd>i*x8gx8R(85t!TWSZs|G^mt=B_H&?+(GUyhtVoRzFUjiHrSh
zz}tSaHzLObA%NS4@lT`e+%X~(%GorlsG&b9&(h*JZxw>YqZR`)AxO?$U;<xE#jgL3
zF^Y3p!%>p80`p1dONAx+b-nZj=6HNOx{n5{SbV|x#Z_p9)AtdN&fg<^gtC#D=UfY`
zZ{q6C@rf{v3nb;7;Yf=@#7a+nMbzp85LgP`n3>GMMSt(01BoGVWcJ$fWHMC#{bqFw
zSc!r#h!<&^Guu{YjQDSHhMxr>%W}`3(geW!bT;L=PlrR?(@=3u)roj_Yy4UHk#K-@
zh2wJxxix^~eYQqp`?<Cm<shydYT7Cs<!<Uv1rOEB|48#3ZbvHrgD7aQtJh_>Um0gD
zVv$Hwnu(BSEA%JiYgM8=gw-$4Ei#dtk_N#wR*8<5Gb}~~VHP_x(OsM`>V*y;JOqs<
z>b>E{8)<WEn~CInDy)a+I5Fk`z=QMA$<&Y$S*|ymYYY;&+kL@0gSUuZwLS#VM18E2
zc{t#Lg6e4f2`(#$xfKE1Z4J`1dW(O#3n@93iXAea@6Gp-j13GtRaHdxcczm5Pr5$N
zkuW(!k)iROPx?*%!llrlw-6g#A^~$6Cxns@{J#fq;Gx0#^qIp7nhQ(`Icg)fyLv9V
zA`f9meTJMS0VpbKm(#3`)%EdCpK|AhENfjo`=TdaH)^5^`DY}Pgs@bb1Coc`e8_&t
z2%R?dnLk4$JjsS699^IOB6HNSS`MF<`_P(|p+U<)B#udEE=1?U=5u<vJx3ed_zNx=
z8jrTSm=}@9E`Tc`pIPLv+xOkFn~|7%WT|Z4>|X7+z``kE28vT`0T@2XvLj0q{`)s~
zK^|~Ow(gZZ%#Nq&;>gKIo&NrXdP2;Fyjvqwh4AXUJ^3$7`7=n&uEfq$0kSUz7rs$L
zehcnO_~E>t6}U7mkH8Q4fKgu8DSp^GS40J}%m~!7E>a0%?08D!^#Sz2SOK{QM2B3u
z#FOR<19p>d?1b?ZAV=&D$+?4aZ8@)a(KHFs$_$qm5z@lu4aB9#88HXnZ>E+(mHRHq
zgV77HsaP*fOVT)Yi%dhM#D!1{#UC82HZF)LR&EiHR32wXtv3K~U-kHj(W^kY0*3y-
znN;a9NehIsO??|i4fh;|tief8EHo(MfMJ}O%NkH=8!0L;08hiznh2l+l0#7copn{s
zljgba01^mFNx5@qC4sS^miXU$6F97hcnRpFt#eOE=x*iqbll~1H>I$*7-|b;52^<^
zi*E|CRV~rgj739i82-x7i*P1nIL#y`+>!S2b!~miyVd<ynq~V5<nG~@)t~6zOt;D7
zmFqKdvd9)lkBT0!CMDD(iIJ&w#);dReBEwQ%|6}i*oKT>hs>33@W22G6vcm?E~nUN
z`n8cJ!-Jn+ObR{<&)s2Las*b4VCIs70jrGm7fI$6y&ZT(+d0eKme2*B&+nCKH2OEy
zzW=gXVhAEU42|u#N@VlCfgf#<RuE9Q80Vev3bkg_9%_^{>-JXS4kw%$cP9@Y#m+^b
zX_K<e%};V3el!En^dljks~l#@jGj?V%*76tZ-(O-rLCCIOjOMHa+%L0<YrI`aM*^}
zzF0+&B~=2(0aSq-Cmcxz7(v$225PXnolIv~6fe8KsRtU>AlI~1(EqiSlh)7s1o06H
z06}KIkwV2Z=k+*8VL(zr$LIUaIZx_5xL&O!6(geHIn8kF+7gyplmR=q9m7}*g(v}1
zFt8S2dHaf64|X@5O#<%`mLKVZ{xRU$%B14315PXdvt64cE!)L_b(>}k<j{M4PMS)Q
zN7s<Rx5<h>VRsKBa=<RJO#eR{5`eT@|BHYW8^5Uag8al1;2hm9?rfXcvpo-`g=p(U
zM*#<l@V0G}a!%euTfw!`Lh&&SGS%n7xB~;huVSO>KYu&@`R(t&PhS3{6C`1GPTi1?
zRC_cKy^u8t!AaD}g{rj(%0k)H(3TddCeIhX;@V79R#Cd16^VJNoB0ys(s|`eD|!Ph
zlt#D|zFO2uOo$5uDbg)=Dwv!Hrw0*LZT)hg7H8~5SOWSj;x;!yiU)8ZQH6~BjJa_f
zKG}SEm#gU#a~o*6t(a^Dkm-5bdGYs~OYW#r<#KF%P2KlONw#yVHOyCMqh0n2eQm(Z
z41vSiuP~<MT%SK3XVY0)2jt>9(#n38S30=xq-YY9o5;8aLi_9KVuQtzcv8qX4g>Hp
zl1Yt#K;XQj16bwF)FX3t`DU}3B0KBgtXx_h4B{K3O_6b&gpJ?|oOFOJz<=<sNmLs>
z(Wq;G*~)QPsg05{<)RmwPK}h+`m>h3ish{YTWC<{>EEhnFD5ZcY;Z2ZxFpfx#qM@d
z%qViWECe$|#1zqvRX3lE4lfrpzIP62E^Cn?&FFyeTjKR%#)qJ(Whz8{EQGq6gnbGF
zZM!CH9Dk#o>=-tI-I5_E$``)P?y#cW7*ogV(J;8?&&d^PYhx)FS=egrY0Hp7Iy!1n
z0q(uxq;`!~Vi|DDlo1!umu0nKCZ<cRAPMTl1TQbe!cC1PcwSYF6!<hGiA;&GcN1N8
z!thDkx4j+~gbi$>NbFE}4U`JCw9ToJ-fW*fgR}q#wT5v8pNbj;^{h=`PcXD_uOgBz
z6{j!Z2TKkFS1#^w7QH7>Dh?4uryQgCwIdz0DVO-j*l09buD;X2u+=>(r!0#N_Y{ew
zC$-@&vV)N0SZuTt8ZvhC>(vIUdEk%P1ce{%HdC7G4jeFg75=6DK2bb@cu9Z*HQMbn
zwiJ4TPbwCd;W>f6FBh;GFnQgNSJ*~;ApNH^nxl&pv3rT|DGrO5;t;B?gr9VF4x`f8
zOpU`GMY3dag$NPDvbOVvK{zidld$?PsguzR$Z*yynPc7-czD#T&a?A(A^dE$swPX0
zE#lZxc?<}_^hP)<I7N=Uq{3fgB9!dB5|V>|Paq5)2DcIKYlQoHKcCXJ(d|osW%&aV
z7~4U++o;POXyGlK<}VEs(38(jt@a*A5dP4`zi=P2YEwR^888kAe9a2?x9*HjL43id
zP;z)cHW|q+a85u<r-rD)4Y;d+MVmpiPL}yhZ2!&BARnrM#xQAB*a&Xk4DrtV$85f)
z0n&L3Cjs{Y8|8Q4K~-3ObNTGKdfHTt@VBqE0B=xl%*naYq*!r@<19Lw$xL^Ut?qWp
zAwSLv1Pk7_1o;t{njZ6!6v0(}d+TZGL;}O$qJd=fHv$2?Zg(88Uw^B>f0AXtKOw^h
zc@jReop^L(wV1tX1gAu0NpQ+K(5x8bn&}W~;C+LOK_rC#LsI&be!STIO`#F2hjd4V
zTq?0x?0%{>?%Hu&P3Yi!0p<iRhF~>7z>Yld9ss=GG_kkANg;4qV(L<i48}hliVKP-
zA~N|z!EMnjKm{q32CE(<e&EyQRUK?db){)BB)%KcqgWpw7+eSoTaV8OzBl|8IUd8)
zEQkp!tZZH`(z)t8>l(hHvlvFcDcj(z?<7Av=Ijaw)x@k3&5o`YL>;KbEdhceqvsNY
zXo?cDQ%UngC!baVd6X$ZN20~ZF~=v7o@vA0oS)S_5O9cM1M1JhRX@!0Fgyr-U~U2j
zAE(fYmBUU76UaLB_?+B{rEbPE+%CooL!7NssjdhH&d3cIK%jq@2a&FsYwsDXFz0U9
zEWPXl#<2d1OwaRME8dE!kt0PLQC!4_5{-9)94$E>hF4dcIhLE)$>q?>IsYo_Njrq#
zAz&6Q#Zn@%^xguaC4ZIz)K2-{o_wYKG{n=_Ql!8_U;TzH5=vvFduWv4<FEpRW?na^
zXxh^j$7<whUE!Gar7<gD$kw|}h)5t-A>GI`PzGcfd4Ki#@5!yvR0Vb>_mm|UCu>aF
z10hROPbUbZ5Z0^K1~=fGN2ac1(7{*{5$nh%a~aLsuzWOIbB8*|v-=H*${m~c5?d4`
zn;dBts&z7a88wdQ9x!#pJz)hGQ<c73??F!!yH{S0dAg9sId87ut@!0W-(8?`>o-6a
zaa)2)*tCj^!>8abbV-XDGX9bLD&}KRqb?boj6^~4Vw-=<OCCG+XvyJLM99}fv}&X9
zTmy!@5zH06QNJGcr-fG^9p6m1dVHX!MKajayCcIP9BC{_33s8NAe$y1p0I`rWRx=`
zm}&t@j=Mqz8K?Td9q|-9`1Xj4tu~_EmIL_tEbQD#HAA^iDE-Nu#W1kXq)J+eUJ*9y
zU@|TC8N{Q-_UF|q@+L_vBc~mer3L&#)Q%}ELhbl?s<L;m$AS{uP1(<2K0AVbJJ!G^
zAWEjYLGmq`(v#X0I}+7Hh?`I8v=jw&NtV!o;348~=7O0<1@RSsgDBLO2IC}qBen*Q
z0RPJ~QYXvRHD;90H=ET4Y*!9$^y%{94iOCxl%2e@K*qe*aKzTfI_73`;V21#5F890
zI>xda#clM8bmc9Z5H%R;O<VD+LUf9nZJ2-pl2S}`!z?Ktf3H{{tTF|QNdHo_ME}ke
z)8L{C{;7d_SUpknY#qgp0MO4JVK5b5adpeh`i!o<c3$&(2&n`YBO<r17^cJ4<0*4A
zi1<E=dopZZ4j@AUgeypu#4-(Mp>aCOK+yI)Y6q{K7(O`YseA(t%aszPCmJM)yd4O(
z-2&Oi|6($)*&EN3`0I2X#b$Hx&Ey&IP(xDQ&Giz*4(#8DgKw?DS<bh2M|**7z}KcK
znBAKpIG5-lOi{?J98;+m4DYEZkkVfG9}_BMNbX8pOcu^_Twr4g20fq&F`Z+S)jZI(
zYiryp)mU5xV%NGc+HeW)WC+EDI}dYFB#gANL2+%{g_NdIibE1-BEatnVuWZwoxd)_
z1VWmI=v3QMA4w`wPl9t`1~tkzUx{G6h@*!Taky~Y0vXRcwZ90Dh+7)kgk#BxdJ|53
z+Yadn&7u4%O_nzJ86<yyoKn*`LIxZNTg%JoSwTq9<#qsC^9Ge*B<tFwk&HU&3?Eqp
z3LPvhNoz94426U;p(+O$uKvP~s{Mc+#TT$@zW5?iHbE>1J`sEk1#47yTL_)GCm%qa
zoP5}`g6#tW6C|=IC`epd-P5?b%+GSI@)QRYd5p#oN&1J=JG3m5k=&9uFslaw0<>i^
zVwZa=XkO{L_t{mJg$kUH@tdEZUI)LT?kL8PPP5xl1WT@fnIoCJMjrqhi?a>{1aGzd
zKHXeSrVm=Y8)?L-?1GwbfA!>6TZGJhyC+YVQX4P5J({l9geYpL*yE<-=~mk-7*dH{
zO2YWcXtIBx0c&=<E;0_;2SW;JyoUSWv}izW1CRes8`+)1$#P64;b~YK69qa_+55oc
zgp8V&7j*`B3=N;6&E$XHeEbb4bB&$6Ul&UxkNoo|%!KNu7t`!vRbfixVCf^O)QQoE
zf9OZUv9w0J<00i+ox;TUFzGu+xd~L40?stFlfO5aeN_)cLhimnIS$C#+t7+<IxnD2
z0?gQIZF|wE<pqYB?Cb-PsFts(QhAXL;YCOvl4<Np4+6e<7m-96rGSMnfC5UJ)<m`N
znlC9qE=+fTuCS`LNF%vvhnT{b(GkYkha7X91t-j>U}7?YFZ(qAv7-ti1%=W{gl-*b
z7;^n!egZmxFrAZnCGIjl4QY!+IcwfgXs#9{gDMU@R39(!Td}LtXJdXYcWH-IA}{}8
z4@2HO*?yV2RwY9Q?Yvas^2DpAh-4+!Al|+v-vh!4ymE~MfzoIeg-Mz;c><@z*SA8I
z#@Tz+X<Sqq2XGg)x+IqdYu@iV%&v`wVi?V%dvR61<XoMDFd`by_P8Ky{uc?cnX^H`
ze51huR+Wp>8y0GE+Uj?vSP)M@<+cQ(j&wHhXS6o(<%Fq}rDdU96DtzlK}J$u@o?uH
z4B*+o=X~egh{aisUtDfhYZ?a5^A~TpR}f28MX?PXioMBoNz*O~>~!YBEKD9CKvuQs
zf}%Mts<sGA+4P|QFokB)tg|=N9i|9|fm{X0wY(f41F)*RWqR=)Uf7-``~jCH2-5TM
zqD3I`IuStR=$|62u0(BTaLB@6MaSa@!DCnHU&>l=Nc6}BEi<spzo8sM%o|E5>8!GP
zD>iR^x&4+H0zKs^m@xw@Qpuha%t5Pr;{&2KnyJz3-k@0cXYStM)`uW9Zo9`o?}?ju
zLY|=>=~vFY=e8J?76<D#H_>Ca+hSg~4%Sqmd9XAZ>YseDzo=RxNw%C#kcPt~fbr4S
z#pPmy^>`@HoGxPlIr?JJ5{}HxWOjE68~g~5LZLE7<pVQGw~_e-lHA|{;}SD6-Hd>W
zCJQ#wF$@?Le7hC(dq8FeFr!x>SNQsz5>tEby*M6SO4(0Oq)36tTjNFt!ZAkfm-DMB
zmd{Nz>@B*xhCu)Vu$!>1Ge42n9NVndWtznYzBEUN!fyCSdy#Mtt>q0S-sE|PGwz^K
zL&(w_tF+|d7i+TVi@8hlY)KN{4l?AjF;>aO_nMeOOlshhi&~%<qe)i0;?kvulgVnm
zg<m+OtRfY6vVzSp8RU`rgmg8llu9DYfp}Fo@UP^)1<_P$@$d_{`1(uPEr&L+=%YEV
z#s}js^E_z>GT0+&n#?RXUTi<|2ptzqjrJR=F7JsdTe!#5)pqh3Y||}<yyXljdF~<U
zD*K(X?6Mrgj)A{mmS($;G*r$tn<%bIr-^m(q=_ZcSu)gDBc@0`F6!<u6XM{4)I{o(
z8Y7-?9tD!=xMBzs<>=wyti+u~L@SP5by5>>1o%i)08z-raxAFJ5XQ4K0Kl^OKovY)
zI5E&E+MUucK83LK*`Vm29Q|Mzy$TZ3z&Zd*lrW?1{GOUaF|6Rfnig|kUnQIyus-tH
zI1oB+91B;7<MKGn<10()`xg*gF(N7Osx^UexW(8oW_Sqi2`V|qrzh^0n$SPsiyegz
zi<Aac@gU2Ln+c5T2}DeMJe#hkGv-5!YvUJD@nFLM3l|!Kj0-^EPmOc4o0JdGGA@_U
zmUF2{8%~x`vIXMqw(7jA#&vExY*@Glr=t}lUs3+YRXM{mQ8@5CCJ3h8`HIZCr(0@|
zbq7xfI#WTlJ8)ZDR9q@8*P|C)XxFL_3;KvQ2>joGzK9E|$h?PbB~O;Ws;y!(>Y;-S
zQ7=vsT6gkgX{xgxRGG`8A*lSobqiViT$s`H2!pO`#ibioUdmSZWvOv3K03sjin84`
zL*Tg@u|piw2g`>F9oT5ucu{iKc_43?iEGsNfQj)2lPZ1OtS=EU_9ZnY)cM^}Q^~A~
zmH$4|^JmL}+_(*HOK;O2?%_N@U*@Gkqq1)TfBG002UipiW0=+@U>>AxEA0T*6zUW{
z-9>h9N+du33q8Plc`YjPrkrfW|FI6>x!#ikLKdYNGm-5i)rMkZa>>{iN56@_U!BB2
z&C%kzXhapEEOmrFK?1F^#kC!Z<@LloZdp2ZcuQ`FVlrkUy(|C;fByOh0(6(<Yt}L-
z=B48qYatqkf~^(Zg%y#<jlS1`m|%cJ@<gRtfyDMiIAo45lNtm-xzTztpUuB7&>O=Q
zLYw>9ZnEo2EdgB0eF)+m8g_Ht>HYSGGvqv;hAO?7$BNrgNdRi)$@urtEJ+W>ARn5O
zXGb8<AVt7ikhK=YgYxAj#na235ykVKDIQytI4Gd$&xMJ3AB{ynG$4bJ+RjbqV*-?5
zwE)|_-C?+1ZLd=>3{Olo6eX~d8*LG!R)Z%wsG5T7I?B8R0=6Lxts5i4PxsUr%QMo|
zxFFEv7m#*j{)cF%hT7Gf{vqy`QoLN@YWo};0t=IzRT#a%UvHUdQUm78Zmdts-J$_k
zfIB%6eWVhCTYUf%8J%o<Vty&PPzGeN!Z-O=XMAK=7z}YhqpjaGTnf<ladJ2RKG7M^
zTdH8C$$)NNL9}zl3z`_ySN0!<h0g9MIa!SQb+v$5K9!Hn#<1;KCdpJX`K{5UC;uw)
zB3EBQ<!OI19tkmaD$QJDBn8^+A+6Y*o2?M^0R<q;1G9^$62=lIMKxK`VOG9$B-J{V
zjWOg)Dx)4e1%ltmSv(FsnbG9jT-y~V0#n>~raEDeriV%L3D1mq#f86~d?rCIT@cv<
zI^Vwc>=5nNt9sO76fvA7JSNL<C=;tpg0s4WOxHCW_SFcu<ivZ&=XBa`I_%<mr&)|Y
z7~)*)Py>aDL|nubq%MABam#YJl8b%5o2BU}G|}*OrCX7s)v6y57pCjjH>ycVO_hJp
zfk@qtTqfvJb%Gow2b5eFw?T-fA4Hd9=Em4MF~gJn>uy2+b+QF{Gryq4h8PQ!%o;fd
z;DCKO=gpVaH0G)vEWs0SMGQD3ED!rZ8OhfOgPyk}z?d|Ff=0f|s|my)=b@k8_nyVr
z%+HnCriWTbNWCUCaN8ics^fX#s$gwE*P>eqa*IULtt{cDGK_*x!|#Ts(tRl205DQ3
zP$C~Q0rm&1|4y^VB0j47`D_|IUKP{#`G8`8H8bsDfHgkWvH<R-<5N{kSoi}XHWVh{
z7Ra$;bzf!<2ph3GMa7H6SAAx_7oYW+9)!_ID9+QaKTaUwWg9rP`ob|h<ouFr9Mvd-
zifuk$UE%+i{oPBg!1_ABUfk7rSHARSusb?Hk_Z`9wCU=+O5z3N+j@K?-fhp=4p-yp
zQ7htwm?kpiB)||d8HP0B(_+@E3uN@;wL?&=r@gD@CS`+}p;!}cR*Da4EL2BbKWtl!
ztX=A|Mz8eKG_EWOHr<s~*MQ)NIpNbdj59e&o!18Rv2~;LO)}F1-7kYi5`TkEJy<-)
z#Hf^xlr}lNyISRIJ3IGlH4X=03osc@{Rd}pFr}3nZGuU03SJ?!8Xp>SCBSE9DYeDR
zy;542#$2Q2`-53xJC>Otg>6v(IOQ#E&l_Gq0@0@^Y>5qUsLFeatT&>KpXooalrkoj
z@R4<h?rpTF?uY^^niHT4rySG_ti~bDjQybmwCQ}+4tljul3p}G5y}W>tVM+Tnb(kI
zttSTY;vF6@K4}4o6SGEx<RV=V|B6c)x#}LIb2PG~ocIeMZ%6T^!qjDZGFC4DxThtC
zhy<iQ6FK#2P&EMmg?nS^Ft<BkOdixTI}zber5V?$f0iK>V;HZXa&bdOJwWA}92K8M
z!^fA1jAVm#h4e+#g#&)1c`5XAHpx~CS6Gn|xc2R8`E7n~Tsx88^!LE!kDR`G%rjEZ
z7~>p|Sas+eg!c8nDP>4)Jp91oL%A^il|ED=-1<-j;UE{2A$pq3WQ9W%Vbqd|1EfrR
zxn|^pFSq<rr!aK*cyI>M$2*CuIUGvAS|T3*3=sjVNHz_+E^#xxULiE8hzBgFARq>r
zmCx>v9t$iP%rY)E&RHoE^zpnLEHif*JRk#e!Bw$-FwTv&@G`UI-8skDm@HBjpJdn+
z@A&(L+MEAy_t;}O+{>GD!WH@%84Z{rOKH=_W)7cAE-+j)aJ6HD(}u*-rT`4(Y%mOo
z<n3EYL@E!ZC5v1hN>VR^Ij7#C)DZQXP!k4=GUc`^+1AnF42I=?H-D#-i%B1p+O;%e
z7R?RFE!yszjsk@NMkAD6(Wp)mk33or#ncbloCrmE${A{Pm_k;D*&6KxW3vNM=*X9i
zCRjfaI>)r@_=}mklX5`-B|}^`*L--T4TGQpV^t^0wp3^`P1^{D33YE|)lflaj6t!(
z8gm?~+IG1-`*y*kRv=YVJ8a_3&_8r_)QFo7gA-O`N5+Rtrr9Bwk_snMITbuS5ox^Z
z(fa*}n?$()b>QjMxED6>!*K|YLA4<yJhOXp{o}_3t5LR8xQ?o?$+s7kx~+%4ERM{D
zueI%KnDHfjehDJXr76Kc8yfq&aN(@jD=TbWfp!}(X&)z#L+>wYt;PclIm@+=LZWW<
z!!q*y)K7Mh|Kn<ncidI!(*ji_gn)Bn0bkT(A?F%v5C?QJW*;(3WfO6tXggjn4WC&J
z;CoJZAzZae_0z?c;4KwvmUF`{w)o1=7u&=*|1{z)L~yF<C}7&|t6hHdGdvVn*~O~5
z1nJ~(bBQ|9((I=N)o)?ZNV<qMOY$ZX7tyAVH_PQ}Hn~|KagS#`qy7MLDajKvDs~49
z8G!a(-_0+zSQSBj_h4WWEuvt;v=zB!LF%t)WD{b8ETkCj$z9VO9$)U46_fyboczbX
z#_@n1w2NS&T{Zj;7u5l>6C$ne3<$%FY;HT%h=Ca(q7EFq(RQef#X-?ZLmt#ll85KQ
zidG^bCd%#ozSUL5yd9kW7nxXttiwq%oDC8FLNcE4&OCZRM0&o^d{0B)tmdYSdg`bc
zwumu&CKe!W86yN6z9i;~=-U%ZehdL+%Hz%5<vDUy->@r^l+x!KXe9n?9sn4^N~aqc
zE@z`{Ie#fAf=KxwUN<DAh?^fu<Jj?uv?k}-mxfg*|4-@$XW`r45veN8^XQn{uc?Tx
zJ3YwUB?dr|_(nqvYt(DinI@KxLUIhc2MCng3g<Tr4^`d9Yo5S6n{MaMtusA<De-^K
zsq|0o9|B|%GS0m@9R`nk_r2l=T-~KSs@!deX`$w7KnWE=?;$sXrkk0*>4=CMxLGRa
zKuUG8UeS2@jxYlhfwAFiWt30lnmJBOK&%a#tLoZ?@nsQR4#N|stzPUfkv9<ocMWWq
znM&%dWtKfyJ_G)wXXeG1>_P>}Mr7>Xzyt}KB&B18llJ63Y1(<98aqTW^azC8ZoC+|
zit#B*2%*RrlSJ28ub&LAgX#szTVTb9l@7A%Z1FiD+fGhEb#qw<Id}X7XyA@*6Lm?w
zzujFer`KDJD+Vk8!vnp*o*W)PWc5L`R+Yc=*@T^HEC_^sLIh!(7475`Gd}K16sKOY
zGdJflN6LB+-Ni+9#1MN5KmT?29m#~r`FwkSOU-C+-(nf%3p%Y1*I~oD0|i&&MH@QO
z2(b6gc#`9Q>wpc4Rk}2bVd$_#s#L<n@>9Y!oxudQ{xxe~2emi<#<i~>H4+|7P6Fc!
z_I)lP#o2}FnFDqJkO=t1F4tf&;;=qlGEs>uFi+929Rvm?l<2D_XxsFpqVx>>gJeO0
zEcTWt#-{481J#;9PaEYcW=WYRgjCzrRq9O&T9juZl93d%(;b2c{8pRF@cRSX)(F4V
zhBEx7f3Cvs4+;F{{}teOhc1`r1{m0w4;H=8SPhvLOudEOJ6plUH*2LRqcXhIE^A>a
zxb)K7n-5eqisgYxEP?B=pCqgH#Iek8*C1{-bEIsFD3fLV7v$-=!-^N+s+4BA7hTe8
zNqx7#uF8OjuIT$z<S64I=|;Pm5DdN8j|rhXnv~{xbw8RW)4M~6vPVzcW^sMfy+?Vd
zzvA7I*8GB-sGj8h7C?N84|!sD#JexEW$JCN)|0FCi^+C9TZUX1b(LPNNgV-L(fII%
zZNI`q7$tL*YzG(!L>1yJ76Ep@X^w+sj~J}*Bq8ctOa04loJL#;og&TlIEgGjgk_1G
zHghDRt63Z!uP|x+<n9uL46PY>Kc8EIx^dPbwHYM^BE>*CmqCAHV(bgQJNb$l`PmeF
z)8`I;%Y~vgy%GLN(;(xQ%lQu!b6#(z>zl<4!$c@$GTqD{RrWy=0}h18ha7Xwhc!Xa
z7WZ-n=Fn{%X`bpUYVo`eg>*r(pah@|-p~k7@haJYhWx0J#fIf^^fdx$z_crHF6Fc<
zGoZ<wU49}&!`X8ev#(%()pd?)EVgk)&#K^%#onMrCm8}TQj~)p>PMJ^Q@yW!Z72ga
zHlnU{d&|qKGUAp`e``G+DXEK}K@g<(uwfVm<OY$hp&6#@ztu5L#!42Okagupv22Ha
zoYy$E1(5pFP)#LlpUt<)%x8>$Lmg|9MXs7CnZ%YdT5W8UOS6$X?Y|I%@2qTX;>n|1
zWpnH9c1;gyPa!UqOmn@i+vW`Jj=}IV*nvqcS$8BCbaW8K1UXy^IbJxPI!uB*RC{L_
z-NdmCz&fL@*=t5AXi16w*SYS<YKn}RNODWLSZ>qmdW1n4a&3dp?#_wqX|gU`{^=;`
zW-&%G`~C<aq7DQW6Q-WX)pEF#e7=(pi*Dk#)Nz$4QvA{yNR5u404f|mK&3c-9Pqw0
z7Wi<_4>Ktal321Qd}CR~$ABli)cW7H>Z+KQmm9~W2%rmb`a>Ha+<~{)9(PShe;^@~
zb3LRNH9VC;GD1;=PK{h(A;=hBO0NAn`{NUSarEll{dx(sMDy3qR`{pCCH9Rat+dyS
zcvYr;T$Tz}U_kiak+H&H@>mv@Nql)J1`pF_uC0tD#p_g<?k&1@=Ib#PVAA50<^1k?
zcQcuS{MuruE{(Fz@}#yE)ado9N3j!ToQeQ)Ii1lEj@h3~R)65rKMC#Ku!{$ISEC5?
z6~tWD=V5L-4jD$5J{qyO^k87oI9O6d{(}ANnF8oz?l<&J&|7g+2idnwTj(=SF2J1N
z7Nr0sW)QkxaqQpkR3t0DTj!=*`CySe&<j?8Zj{$PvJ86?3&Ev*)-&=rkpVMXVge2)
z6o6Tpe@nvQ#r9vPpf{AFt6NGs>}>XBk4|U=3Q}{6#^Biw1^LGWduTt-+sS_oRm<s>
zS`cV^)@%Lw=mk=R+BZO&4Y{Ex^GN>{50K@ZK#UBR^(;QPr)K*Vlyh={QMI|#Po7dO
z&c*IQUvNxcaJ5)sG#!p8{~}K31X$sxVDvW0I|B#|fYT9mdStDyTJ#VZfklkTeT`{M
zV|$XL<{bDzIp2qq6xx+;F<bp$L$b9$Yp~gj{2G6c59JIN7(}XA5V`11M1a3G_S5<k
zOgxJOY|T5NoN4io+v(!YR6r*)X9r*vq~s0@%7fY)tV5~!7WoG%Q1EjYI$yN8<1<9*
z)mV1G5&qvXf3)^WjKS_{n;rOYf_0S!PPj0Xg?xcpUwmL^mZ~I#Jgba{P!FCyjr+D8
zOx`ERX=k|Sp_y$kBDDV$#)E_^v-e0dk;Hn};YQEMbBrnz8b^R6?*z4@0uhIxu9B|>
z-{QC>t71;67C7|0cG;t|`U!MZ5aIJ89&5wqT##KzQf3hX5wRRVIaoDZl%M)b1l$Qn
zM{o<bl4PZDCHNKDWsm5DP!%NuEttozV>93F90M{Z%LRDQ?dj#o@#5}^v_h7d1j?$s
zxZ<`$;lz;u%zzjg<%H3=xRVPNg=W9_o$A?#j!?mJ5AEAi8LB=+FrFQM-muE`ES<QT
za(3A3F!s_8%Y0=nTxIBKaexIlk1ipy5Aqs}O{O$@pP$YvRgk=fU{WmH5%GXWjv9s=
l-Xori!fOS328X;jkZ2nfa0z_51NqIl3hr2dwj^8D{ug`<xc>kE

literal 432770
zcmeFa34D}A(my@{0^u?dFLYHRcz_Cmpn_)rM+OBq0#Q^nKnQ|z#3ZBWE)pCf8OOL;
z6~#NN?#k}EYt|JOP+~Y_;vGD*UPQcR3~Ici3-bGZtGl14pE(fU-S_{#|Ig=*ADOA@
z>gwvM>gwu#x}RC(A9q%Vj0~Uo>)<=xM<{o2o}kpf_?p>CVE&Wm8}93hfBX0j_H|~F
z;8?=4JkMvlW^F#Rq}1o@h);4H-a#RTcgT}3=JQ~MMhoiCNXSpN=l<pCuj=!xugKZw
zGoR>*z^q4ESMOBit9KR&-h4J|roD}Tx*o-2y%t@sMb|T*J}tlbG}YNR{y#~VPwJ2d
zh;SZ1d}qqP?k8#am;Yh;41UjRR~7TxM+x41J~==@pZPTP&O<%Qxu<_d&I!7`bb1MB
z`OPQw$iL&}%$|PYu;b>;7&vG4yx@X?3x=OK@Wf$*%H|I`UizH_8q$tAw}9lL9?I7n
z|5N6D@jorW^8H?UZ0m7<xb47b<DG}?|L)31a-NuSKg&w-Kb!A@|0{dknmZ&TvvXC3
z7%GEh3-JH7_`h*+x0joW{<@*t;+n#Hiq<{ddCleXBDd`9KK#qb!H4bqy6f#biZ1K#
ze{I~p%X^IW&C2}4g0WYu+WXn6GE`0bH@d6O*DFQoN^~L>{y-=+75+RZAr=06bTAcu
zcA9oaq1&nGhd@E8@bNVGk{+q)Z%acz4a!f&zaWjAWohvAhujqU?2`t6TbllM>Xurb
z2h-5MlEz;9rqM%I8hmT_)b0L0jeQH!=yMyKKb1b;Ps9Hu=qDBZ(P`v-J`JBs)6oAd
zjXq;(+Fh5%Zx2h;?)WtRb9fs4_|nL^DGi^~(%_#?!+&TRfBQ`uyZkv#e@{v?-mgg`
z|MzM1^UE~yT$e`wGt%(+I!%9rY4DrU@L8IMen^^r9g{|HU!@s$`DygFHci}UPQ!mq
z8a|!V;HRYF^KzQ;dw!b!o{<KBb((fJrQts*&A59xja|B?iEsO+;a{D`f2z~i<=iy=
zDoWF@->0$H>@@!TO&a>mY4FFVku#P?o@g5T_Ds{SAJW8)zo*e>zchUQl*TR{)5MK8
z(u}Y7)AYA{8v5mF{N(*K`n)1df5)Yf^Q<)e9hpY|tJCn`FO59kq~UW`8hQSlroYS5
z(055=#~;%8$-!y*dsiB}6s57t^fdH;NHZSyO%n&krSU5+!w&Nu<ZJ9W0~~$6$?~ty
zSB7@``g;0&w~iFd7>%z5f70h=DthK&{2Kv!;`24$@aYUYlFwVWD?Se^a^C`tf2`jq
z!5k0$@^3iwwm0~!(0pK4`TI`G-!LdoW7NlcTAo@he}7$in$~B{F<$y^peO&_PFjB5
z?oe&_renSIUuu1}CA8ZG{*y{SKCENP%4ZZEa}3umC;AEtFPl4mUSV1Jw9@jzLSNz8
zR~1euzHD|`d2#9JIn&C@ipzY3V<(L-oKak=(UZoHo-==5@uX?f=M<~5)Fp)_<+DnQ
zr_Ct5qWGG^B77?c`9<fRGqLQ1;<+W|*Z8kO<3$Um6;7KoXMPb%3yT*N6_=FHo<EOt
z6U&A{l9J<3EF520R$N{<r+D6F<+BQ>&6`nJHfvfbTldek2!{*?VQKNq8Pm$Ak+s8N
zMBzl;ynpW83Fl0lHnzyGil<HV14aignpl4P@WKhx3(HH3i@{|2v^mq}6%`lGoL^d4
zTsp0+IDcaK5SL)y{29fC(}A8a5gJ3~lP)VR$Fi_^Y!T>&6hS<2nl`(<3{6RU{s|};
ziYl{<3ZYvlWA4~Vg_8ys`X`=LIAP-Su@i?CPCTJ-(hwkqfv4!Dv=|DUf3?Uue@>Y{
z|EviU=T9sY;UV@gtEc5dM!3vp&$~=Fkye~Dhlq+G)JcVf(hB-BLs>%WZuAhN9GIeH
zoIn4ZB9Wwg`0V**()(d!=gltHoM_fzWwWm>HmW~yT1iRqycrgc6KBsWD=sbf&o!LL
z)zQDD-WkR4mbu0A%Ja`jt#-=6_GZr34Tv8AGrVY8$+V)`%D3PEvrEhT6J}`g6Q;v~
z=b3)H)|@@hG?%V5u|`R-w7Br9*`?*dX>-7F-qp(a9L>*%&i6p`P%B-ba4eMgOK4~=
zd`a|LHsp9Xs*DVHV2RNq=;sz$UQ3l|Tkm0uLm`;q29H<TpLG7Y7%=GAf@#xdUp0ho
zP{iS0Sbj}OapCNFGw0LIJPL93v>UUa#xUiH^Jk`aLjMUxbLN*RUzu1wr)(^$B@7#T
z#IU0rF-4OwJWeQd{Kxp1gP6TQhlB(tg%V9fD7$)E33zkRpZl{_X`Fo`hvRHf5QI-L
z%2G+M$NPze6U&DePAo2;IeX5Wu@i?n<N1UlL}6vA8FTWLypF9IH1^E9IHJ(8BoCWd
zJ`Ce=&d-(>y__*k#7Xd(<KaJLvs1Z^J2+t(9ivAN84JMgpHw*U_(IE{B|Lic$}s2J
zZz5u(*s2U&LLi@Cg2@B{7U8f63?~j@1V)59sk9i;<tmvIWW1uYg_u=}X0aSPIjLy=
z+>&Xf#d-itEH6o^3l**rk;PmL$cREiDe;NY5;&cxrXuB1HfO3{NrT9yq9rFA*ZX9M
z7tNmsV+M=Ll|u62)v5u~Vj>!hS?B6$r85d=V-B8Hjwz^o+GUC@IQ>%3S3h^qKpatv
zJEfF40a?q<w#{syXWQb^()p#%@N&#lb|SRRVDA{0TD7fOKEj#I&pci<1@0r9DOODd
zGMPKG?esL0EIeR>%(EP?dlFoXn6SoBPC<I;L-`|_X%x<yjbsL@%(o>*OfysH{M1AG
zgwh$)gEI{`EB1Jl;LR``)64t~`A<;6Q3W)xOF101sb(@6anz_h00G>1z>pD+vF2Zf
zyu!7W7+PjKcLXr&VkUze2%P3k<G%<AMe~E@^6kGA$4+1zV}c?<JVhK#N`6czcaxuU
zJlPL;O~P#8dXF$qnH)fy?j-J{WMpu@mqFoW3l<cX6qlCGpEqp|l7qsl27?MQWAyQ9
zV$z=Z8H~%3lPcIE;QW+3%`1m1AsL^m@^It<GYMW+glT}NA-=+bc~>LDK^9yVoLkJo
zB1KzPg1Ml4rf=qaBoJ^GB=1F6ASzx_ICI+UIX*a7$@J1IP{8~hX}!T>P;1vhw!L6>
zxo>Xq+@iT9zVi7&Bx|JtmR#eTDU-8ruH@yuva+IS^Jao622Ck>7tJd5&D0X;yq7iS
z&c6zYOd+MztBJYOX3z7L%`?Knn|)(Ok1iZKXs~b0xUr)~7al+8_(3N)--iryzUpt2
zCxdvHA<>W_GvH9)=*g2ujv8AyWYAE>K$T#f)gkG>jt+*)FjL+UPi8veDGgy#C|H$d
zI#|M{4k^rcQ%BKv7JBuaRO(w7`D6>kU`ea-ELANVO44LmvKW3{b&YQNv%7qD!ZRoG
z%fNqz17Tv+A4~4VTF^X?$UpKLKwW*;VI9jqmfviZ2M^*CnJnK8PI*V)T3wz8`rCec
zJ66)&e7B&SJolYF8;kHRzI!#S>UXs2XNoLl9bUO;0Myvs_pqj)(S8Tu&c2lzE)qD?
zw@JgVJbDFI)}4H>Xt;d9Em(4Q@VyI|e=WO;<P$>qvgMol$E>$eS)Q4hBD0S`e5pa=
z)2z3N|FwlT`v}CBTX?gNKzz``n|%S|`Ml2kQ|ozbD~LV}KFjCg>0jnA$HLRs%wKN{
zPd_q$xfY&no4@`Ro;osrgDpH|GJnG@yxH4eS)PT5gE)Ty3y-Y`=P%#F!+o5;$rfIl
zP|BuScsP{vH_O8B<zRij5(~e#g<oLd?dM1p7JeU#zRJS$8Lj!NvGDsDBtDm0`28(>
zt%X0p!mqIKy)As5g+I{3ueR_9S@;GE{|gJ>XyMJ-0Twq|_(LrEW($9)g>SL&d`4;h
zVirEvAo1B|;SaO$?H0bTh4*E+e%{Z*XIc2eEqsoJKf=QIw(v(<_*@Hrl!fna;mzI~
ziw9fy0T%sm3;!z%pJ(BZvG4&4f2@Vix9|fk{A3G1$ih#x@W)yBSr&eXg)g!2$6NRX
z7M{=k%wL6tA7+sFtg`SYSoj(Xf1-t7ZsAX|@U<3xxP@O~;YV2bItzcYg<oyqPqFX~
z7XDNV-)P}av+zw8{&Wl9Y~dGL_!bL)hJ}w=_&f{WX5mL#_;w3F%EJ3Pxc)!d!e?3d
zGcA0Mh4)+d-WL8W3!iJ@$5{CO7CvC%2V3~D7Jj&eKik6RS@?4-e89qwv+(&Ae!PXB
zY~lGV*!)ek@c9Ob&si4!JPTi9;U`%51r~myg|D#ilPr9dg;ytcRAG&UKi{HXZs9Mm
z@U<4+JX>J#3JZUsMPFy(FS78fE&Rn6zQMvzvG9!+{t^q{WZ|!|@XZ$fQVZW=;R`K%
z%);{-z4>di@KX&EpY0ZYnuYgubp3z2h0n6^Dw9)%ITl{kRQTQ&zS!cEYvE^F`2H6D
zG7CT0!q2ks!!7)53!i7<FSqak3x9=$&$sY%Ec|2(Ki9%fwea&S{45JU-@=zz_!0}h
zz`|c?;RB)VS+R4F=><ZYvNpN}yH0rX^?trxN4$-Hv-{-X8)4B%yk!^uj(C|cmlN?O
zfuAMZfpCMs8whtKTqp2a!kq}$3j7#hrlj#2f&WC9sc5`H;0FjpFkiex;JXNC5uPgW
zErgkJ#`6WfkuX!uc%H!56K0ATA1v^-gqd2#a|JFX%#<>oBk<*fnM%fe0#7H*r9-^!
zM<9;4h%lEc@fLw65N3)QZxZ-y!b~mW4FZoM%#<=-C-BLHnM%fM1wNiIQ^<IYz(*5i
z>KLyOxG!O*jPVkI4<gJ|F+Nq`UWAz<#`6X4MwqE#JWt>bgqae?2MheeYk-*w#&ZS!
zlJFsfa|Hf`FjK#{PvC8YnexTkcC!C(63!*uBJj(Enc~Hp1b&t<Q@ePBz#9nnBU~r&
zTEd4Dt`+z(!c5`fH3I*MFjKd9g}@IGK8kROz;_YuPk5@pw-6pcIA7o!2_H>3PvGkb
zGbM`;7Wi7iOvU240+$kI3Kq{1_;SKbz2ZKBrxRw%6>r-i_9r};aErhb2s8DHHwk<;
zVWwR127yNrW~vph6ZmApOtIp%0v}J9sa3p2;G+pMrHWSw+?Oy@sd$ON2N7lp6`v|_
zFTzZn;`su1Bg~X3o+oez!c3Log9ZNKRlrP<;<*BUN%%CvIRbw|m?=@*C-64HOnKsM
z{}THX&Li9+@XLgm;>4Q-ewHv(n|Oo38wigkTqp2a!e<h$75Fj2Okv_R0{@9HQ<r#!
zzz+}}L%2lXy9fsePZjtU!ea^N3w$HtvkB)3d_7^NB=NxlUrU&&NIX~IQo>9@;yD6e
zPWW8HK7pqbW-1bI`$6nam?=oSMc@g9nR>*V1U{QEQ;v9pz@rE=)ri*#d@^CC81Y(x
zk0;F3B3>i#(S(^&#47~uOPHxdyhPxG2s4F<PZhWqVWtl8e1W?WX37xH6SxCmrV8=F
z0{`#|V5SK1T!FtN%+w&BBk(7LIrYbV0&gSCDL>x!z1W}dRKhI+zf71@dAv#BX9;r(
zk2eUsfp8JwI)T>`=9C?;75Fj2oT}qB0{@9Hr|5Wvzz-0<jBts-cM;|U6rU>aEre$i
z&KLMb!j}`y6Zm?<R}da7@U?_F<;HUbE+x#VHl8E!<%BuK#(e@$C(Nle-qyZr*N{)g
zhPPZA2yY97K4{CIG&b6h^YkcRAiBO{6F;KQUo*-Vy90{*x~7J6Y9NvseyN`?P}xx4
zVONt(t~K`G>N_wY7X${@;3E)f-zyOQ@Ty;|Mr%@K?@OLy!LF8>*?pD}>APg(O#Tfr
za6QWl0*gNr2J3(92nK<0TVQ?cj6lZbz?L7&_j9;)H{7!OkWY3WjKYf3*1$h}!MzJm
zF*XkdzGQReAArjEY9r_Sr<!rVKM*>@7tCzE74;luU$DZirc2`2qE1Z>p^4~l??8BA
zEFAnG5b?(X;b`n&=q$AGgGE;#M@&8Q1fo|Wv<iZKBI0n2wLo}7#Q#B6hj=B(7BBo@
z7iRsdFAy^36C_(`>KR7cp=wnx)N)3sv7)MjhwTea@%mWjP)nasV*~gfq51Cu|7(Q4
zqvn5z;cpte$zkB(Z<?R$6bt_p5}adE^a!<NhZ<WT!GmazJ=~S!%U*gr8>e<UX({eN
z;Pr^r*<s?5!U*{>991bHQ3@mH(-sA!NFnEg7Dca6OP5e%TUCeFg971=l!Utf9ZVSr
zH}mURT0r=7?~5<lNaKgwtNc4E7Vhv}*AxHtS=41U+iuMihfySOjrKq|*an99-xsLP
zXD{0V;T(<GEP6;;HaHL&-yT@|!t?4c5N-^7w=J;#6Zm^mV0}x6Kt@v_qaiS0eIWd7
zxGB^yxT-Ul+BHB<(imz0A6nS%3*O?DtMvd@$zJ6<_1It+e%<UF6bSj-GlbJA{<hMs
zmuwVIm!1fLlx@z-paI)A=XKDZ9WlTZWoUa&pqibG#x`K2puf)~m#jd^W`CP+v;T{X
z&HgX(`IS#7sad18*1kr(Zspz0*PcPG=zYDCzG~^6<8l_bEQcVq6y${|A}`<qz^@Z^
z?j=C!;zm;(YRG5Vbe2W@%LAFU+Ck6yS{!tFAX>2kDE<jSw4zQy1{5jW(gts7qYY*@
zkq*tpzasNXmdBn%{uvH66OGn4SG-N~)~R$!E$N|@RJr8e#eeCnmYkn`vujr?46e|+
zJAXkX7l{UMzrf)#ms~=dW@)E(H5U%nm_~ndu~vtxy&TG+WxCN6>*fwO+RUtl`0QYo
zbP#g>cWCd=Uux4t3Th&~!Zo{7-`0zqj+e{ePEg;YFte*E-Jf~rpNm9yE;!%eGKgH1
z`kWbIGCXfJhJ9TiT(BbCSml2RntF+PDEUrAML{(7I4q^?B;YsS0?eQ|0^TmAo8hl7
zp>k6oyd@BRlhwvk*_z!J5=H#01JyO6X(1HnrpQv_m|#C@DeQ0YV&~H^;SE5xFrI|{
zvFud~A423=5r`DT0+FE5j|?M<MPqv*zKJJ-FdAEes^R9=VahqBdm}~YW|r>Hp1Q;r
zNIO!pgB=ZRnhb{%jg6c{pBoIFp*RTE1&!3%CUmleoStt3ef4+>(zF&)18iR;{x;yx
z%wARO5EgNWN|RFWp)UYJp_+|fN;jihjo{Sm4}-|)lxq>UBK-*+lZilAUM|WL@lR9Y
z559Qh6ctM;{Q^k80@Bw)`sIP}_?k1r4ORY|(9nwPRTXr|P+P{5hVo9E{WsAr)Glai
z7)msVYBdZcs!qX8RW%&^s?eni*D$^aHd@huul&=X6<byWB(~Itn5jWm3qFS~*sS*G
z@(bb7Jp_Z&#{rq|H{-j=8hj6^8hAvL6jc|%GU8f)1w}OT#^;bjnYO{>Qus!d|0(#Z
zqF1zkKt99jPy%}c4de<pC-TjQk(6pYvnL4qsAj7qMnaOcYU&r$KlPr&_MgHwd&wV^
zED#u@ti|a2ATSYB&_N}(Qxf$zaW4dvu!z4IpD+bnui9TvX6xv=)dlr{8|tgHJ_GbE
zcC|X#KsncdfhhW7EXzsBnnmKcipx=OAX?7XIwX6Q|Ebnvl%opWDWFr~MK}2axvLoe
z5?c>#T3|(I`dU>av*)w@e5ZYkEbh92Xb_@DW4)B9wIXVh7WG~wg|xKsW}h#T`N}i>
ze4&PnaOSi4f?m|32UXg*-(Xv6v;Th1@l{@<RVkNZJ8R)hsf~8Ju&Q3JjRvmK81JdB
zRr-0CaEBJCh%I_u^tJ6w6>3B6-LjY7gKmYP*iKLP-#iLyfdnDf?nPg_UzkKHWI%)&
z!m0uhnVbXRR{{eVNu~W$X_BxsoejT<^LlUs!zZvgwdV|5`#TKl(U<rG$qawQZWb8E
zmnIiIfsG~>&5<Jb6b26Di^k5r1D{&vDrsVa@}$jy@Eft5yQLICCVfvQxPo<8O0L@-
zc|Vu@+pXZP-L~RR^yx*6HgO{eC(=EFl-)@8$x+1F(v{vNrHRrF*g#Y0K0PkA#13=W
zoJ@4-J5%YBPqw7nwj9z8PL!_Ot*&(AlB9bTJwkK4m2Q8xxtHGkY3V*b5;V%G){<Q7
z?o3K|3oOb`WBj}c?Ja4@Uh*8ZNIhtGRqFt_rwZo`Ek@C2+@eY05{so3ThU!rR~$xO
zZ=k*rlO{9PgLyQT=Zg9LJ6;jIH9aGyn_KH0)M6UgKyEYPq4CF6S9Yt+XO2KyN;}u9
zW_Rm|ce&(qNnY*0kIjw#OoHrv;)m@zoW0m8$XXqFtJWC3z1L6A;UenCpO8%P`7<I*
z>jZ5PJq=-TMQfPZl$K~v9TUA}iA2gd!!?a4iDcfh31Ksauz4%KWUsp9{%~`gR<k1c
zm1xyO@>+IbFq+npJd?eVBtrx|h~r7c_|{K7B|f)gi?`&XWlo)ccuSslOYZfSyc>5#
z60P1#1*(QiNvb9ncje};Sg|gY)J4tO1#M7SyPhWcDqXcje4+Lp<=a~KK|W)bbFO|y
z7RgACaxr1WkQ}vu0Y0O#yVL-Qx%zJjg!8jZ@gHHyDnC|-KW1dt`*(%f7iKTzWg|5s
z)TkK&32Ri24aE;u+yJuGcuxmJfc3?HRFa~UTMhBg9WYaU6M?#9vBe+bTb$A!R%r(K
zvh?pxX=khSIWUT2*mHcNl`gtyEnBazfUxXwF9-z|t!0V`&5=B|mNL~Z(L|pDAkn#s
zsH-6oPGL<%UnJ20Mbr&o>mllUcYfbneaBbqL_meU8sr;4s@b}mD%06cg8Fl0_rk2y
zVX@ZHAP135u-GDiNh%iZ$}R7Of4i3Vz`s4qJLBJO!4oXPKy^No2dLGIEvp@JlN@)%
zhTsFvPK5YIxZrKgMF_$id#3Tg0PK>z9atV1v0-5sPWQgnc|e5yJ6eY*GHEN~-vOG8
zrtDQY{94qAGOTJEA^Y$R<+|btC_?lN7wo8P$X?d4q#?M@!-CCZsK!+fL@ioY<I9$4
zhzQ6Q+l2=V{b?@E^A&eADi(fqbdcr{7h5Gx^kwUQKpz*(Ht0+kx61z|Z1knJk@PSA
zBsxhNCkM-3@(@r_|JV3eN}$RHe#JIxf8nO#NP!uok0IiuNz+8O!&Eh6CsXZLX{&WX
z^KfL{ywdsjudzsUy3hGe`;plm9d0k|&|)*kL;E&F9<>r{f^|7-iN#SUYmDXZvz*Ib
zf2>vZL&dMc1yBg|^>M|*k9!6Oiu|Ye8_RR}jk{Rgf|=M9f=SR$J;w$cYei$Ny|U{I
zJ|<c<@P-Hg)1Z3rezWN(vOR)5N*y52i-{P`2$I9C4BXSD@c2z+>li9{;F^XHNBP#C
z34_;HJUhzw)J^y&_AMLaYEpVV9zBzl%<I_j5i~j)TDU1A7$7s)mg5|@HQdHH-0mf}
z6-s<V7%6}Z<Kbt*^LMXefN<s0jC}!}iK9%?$X~K^dQrO(O7^UBAEVaQ)NsMa`0DoB
zL~#i_;?JE9rQ<Rp939*jZJDu3D;yW>(E1C7GtR|gGxDF5A{eIO5Fd!MZ)-47M~|=8
z$%f)SP^ebAf#(#)oZu;GIhP-*icG|UJ8+FF@=gM$-3e7~xvk7sZkIT|H~YUEYyu(&
znAI=qtLb7Hhkd(tS#GcDP2np4cNGi2JMKD!&F@BB_c#1ID7*4DXGHy5jQ=~ND=zN_
z8U5Ln@Be3H1hZo}XM8s>s3({IU0rr}uq9{N?BC_XN?m(UFPtb)zBnbgmqG442yT@H
zzwEnvpI=K7*VDP@wRn4*1gLdcvZu9@XD<TPl{})ssP)=A1pPJjl2HJ0<PD6xm5MqV
zD@My|5muwe_NO-qf$)jsWl2O;<a${=V8ht(s}_sCU@<QI5nFo;sZab!q$8Uv4}ky~
zt$hO3%kn9TX;I?x(b)W|5{gJAOOgEryH>1Y6<_d$>{U{v=A6v<5188wS%=_3R^P7K
zx@#A*%EYahZclJ_5ivBevw`)Gx3N2*o6HQJ1>r<b)tJgH872JPn4@=pvX>kxxuEEv
z9syKlgW}#?C&brV!gbEBJQtwuDkAw?pyje{II;HP?13dj6f^`<HQW<vo$5Q{khjsc
z1K8+D&g#C_a&#__VngqR?}?Qg`29St{KD(eHz}>IED<8<)En=TZkb?=kBCKHlmbl}
zjeRa&<FK!TqDMX{bGBZ?JrMT!Muv7|WLG`~jbLe~czUdSCbmkYBf;(w;T&r3o@A_9
zR1C$wr-h<XCzXRCaD5#nDB=&dMPA7wt(7&#6qkxtbUjuXqI_Q1euL`qUw~BCV)>P*
zAU>~0iA-saL92mqWk59`A7MzQdqlz1l>hCS+~st}&tI@KtE%kdip2*01R8iTvC5K|
z#=Mq1a({83>*-nKZ5WC%x?=-QDXw?K-w<l=P=0`Xb}P@8&mKuyoM-iZ;#RS-Xi9lV
zeY4hOGu&V4c%}G;YSmHXej=3RR<XB8FZN)!{s_IsUxM##t~?Z7%V<3~S@vIIhq6kF
zm8cxoB=!YgQGE&O;kgui;5PXv^Y*?cIAGLNuEB%t)(p6o<CWLgu7JIctml-AWJtFZ
zE7?gET|3=6eLw0tp#5xL)u$4+i$1+3b=B_f3k;2BSVUu=yvYsx_&+Hq>pOC6L4jVM
zJ42)ze9W31t`dz^fLUu$RTNtQx7@9$oc;pV%2z~YESI@Nj^>XeU4Lucf38Jjy3)-O
z0l_>P+gS+_<RPBhsr^t<CueIpOcrnA^kF@PSiHSTI=pUyXlSKyXYlGQ=xFT2MbJm2
zQWax-?o0L9n@f+V8Ad8P6Nr#U)V}HfwV&s(cyAxFkS)Etu*GFD{|C3Qbz9B~^3+R$
zxp2H%Q=rD>>)1_Jf&WSjswf_i;4gB?P1U0_!hD3{v{r`JRAU*BuwCratG#-Mq5F8U
z>qr^wrmqb#IJf^si&+C6U}M#FqdUw=>zqe8qn8YGY&>$9I}Ip_4~N9y)_P!aQCC$Y
z8`(XANOf-X1^+3K!~kq>ck;%7Du2WggY*$!`GtXMf0%ACN<6+G47jF#upTonG()o#
zsT$8`m2%c_8-W#iiqs@0^!^*9RIDEUC;V_<5u{VFi>SLbGk*JzLeW6#a0oqaZar1`
zsxWu}49w6Ffu@m*@=G-gCZUpc$|ET3;!X5H^JI@t#sWyDSIe_dx*`fi(2Ev|UK_A#
zse=(gAhR5|NtHpmJwehqCM%yRkH*UPW?kD~cd&JCBO7N0Bd@2Db2N6c)D$=U3hOFe
zB}Wn@w~E;Ul`37_DsQ5SC=9w3O%+}*n$ph)1vL&Rt%pN6PD7gl&U(>|%Y{`?Lq#CG
zOpPdig%aCe3wdg}Y#NCCu*!c|#lpLM<y^+rX2{o^z-o9V{}$o#T}Eq{K(v7n1^{(e
zXB`o-4}7c+MExs7i4q6VhF*`btt$WB6$|f{g~;6_uIm$sXrabKDDE7KHBLkJ6CZ#X
z7`t$Hhhl@n{(Dfm0!!xArI(v;SC7Oub|nY++ThSg5JWKQo}F6>jClR3G_5l|iT|0?
zY@}cXHwfG#FFZ7Lk9u6a!fri#>3-0QDD7-5UtKUSu$EfDUxhND%+#5`24gjUi#gQ5
zUc8uCW#wxs&^{A3;dh$w`>xq>K;iP#uTpV2#o{s)Tw1T80T*Fo=@kEp(vze=(unZ*
zRZ1S;p`MZCbHwdd?6E-&ZnXs|t2J2FR->9MYFlSn^UnjE1k@V8jPb#pU#r}b3%w=t
z+>$fAC6nBeBUrM><Nq3?xSuipv2W?9UoyWPY<*A0ztmLYf0I*X_v7EK@+PWy$NzQ7
z;~yw9{$EcT|5<S5KzLmiqiuL4&zK_$wC~hUgqgca9ImX85<Cff4HS_|A&lhbIA2S$
zu<j6|>PntmXKXut1SYy_r|MI$09{=zr3$+?3qGtz^p&r&beX3)al+*<vBjJ~=#$=o
zNG};$m_N2iKDXp`GN`W1*DXFmCh4RTA|x%EwsyEkH<%!nZ1||3tmm=cE5Y-msG1aO
zFOnjOJxwf)Eb~d}N+Ckd3uq05L3g6DFS>GuhFnqz#Me!1q*B@f_@M%G$pPT&3KaPO
z-tjVKGCUJ9x={FKZ7|B0**TT`WUaFnu<OgDG*U^E>BYnaGJ!cd8HaG9eZ(=vZBQTN
z$<YE7Kma7AkBRt{yFwTAfGFB`-lO$Ao$7;HCKDX2D|EMTrhDJPfQC->B^vuX1i%45
z;b(9UB5W8sBS5Rg&q(_)9YTePaTIFtCOWY*r-imp#=MTO9IQo5s-voocmZV91(=e?
z*9JIEs7Yi8`s<m}IVTC78_QN*4U|-g#%_jLy`y}8hH6e<&Mc3h@5x8mSTr_CYRV|@
zx!$RwN4ZnQ%<@v@Ft^Ir4UPqM{J$1Fbl>iLQBDNehc+%ku}Oub|3T1bjU7abS|^;C
z2T@<hEYz7WbcaccmW^Mt^e%WP)<LBukWWVD&Ci3EiE)_zG3&QD)z!m?Se&m=2eL)a
z@GUaKKU=Zz*}lO{nZfaON_OQgnN2}<ia!>-7zYkf!T&sU*9;ecQJx3fR9~V;Xc2o9
zfkmrvDoc{If0A|q))O*oG!eQ^%&xeMg44vGGL7&-P`E(J@*Gl#=R&c*q4tT{OSvnf
zp5@h{C7kYn>FfK-xIjF64m>6)9xLjP)7bvRo^G&HG`1J9{S8*dxoB+1v%vC!oAB+S
zX+I*C&L~*(XrPJMj|^5GjG<3!iET1i_=p6Yhlph^5vX4HJiI&xg+X>$6uKF!PRLP2
zkGKB~^bw_3WzWqL6+DNeo}h{4=w38-9KLh=+cnK;9Erv>HQF?d;uT4zc?Syt*EH`#
zJ;uNf!%VG5$y1PLsR1R-mS<>T<q+AGYZ2Zgh+!E}q7nl!@!jBKTwT27BHCO9hvOtp
zaE&gcC2Ufa?B^{xKat6PE|X8_Xeq`^BgRVud<f%aeBHP(hIs@rN0to0MNk&;H)_rQ
zn5g-P_JD}*v|Vo?hrJ<aA>IOF=?p<YiS%t8&K`i(E$%C{XD+%_p?afRTj}I$#K{Y`
z0&c0#e{q!f!<p=B1Y1DW@?;yr%J8@lS+m%ng*6M|G=@t*7%k4{cc#JW03KAaciou&
zPr>3?OX4jEngh@3WH~lYC%^^add!`Y6!8rj07-xFS`qObu?ym?Z|TOAxkZ4Crs^8L
zaD(OHoYv`2fSyN;rD><fQSnLL<K?=?6WE#L9$$v&<MwzieM;+X2#ua;eCmAVQ=*qK
zpfWxsD(>uh&RcBTWq5ER>01;-IawV^_snyW?cC9}vjp2M6r#G|b+L0y_j-y9k|aBG
zv%(ef>PFV|3zt(ED87JJqyA<pH|l?zAMwrjC#8j}{BNu;ZthgE@QvfH!}H-cMl8xk
zynF*ot_**3Jc4RKPQ4Bf-rtzHsD~=L07b23z~l-3EQ3FZc*J(PG_5HTeJ@_9`_=y?
z<-bcPa<Vn=M00Mx?vJ|tDxx6{4*B2C2rYcOWA@F1v8ss_G%H6+W#s9oY>X^&97a_t
z%Y7?GWZ)2gI4P0zTS})$pChR<vU#ZNolV2YIP|LR4NM0Vh{<diHjCg`2@Vvi$yScC
zVmbppw4t|tYEn(^OfSsY=<57@#ZA^2Hy@YblObYSxD_q9r-K_f$Sc^WlC_UlR!sbP
znD`sRK|UmIG{<lM2&QPSS<N88t8n~0_5s!G!D|_fn9cL?*{lV<50x;8Pw{Um?}|@e
zuWGGNL3b7CR>O!mfMZVe<U)pa1k*O?A{HM10n8pl{A@$*b|;~(MS2-2K$*W?iE|3<
z>+*m;!9$J!MPs+H0}-bMQ{tSb0-<>pir__I<d6!{gaRtSL8KcABKnypZ`L7j1bx^~
z9)?TK80HlkUMrE)7L8GI^|dlox9Pm6P4b@4D;9p<GsyEXg!PetHXaFZ>PCF(lu9E4
z;2|LI7No*c6$|<lf0I1Xg{!Mx;bKg1DU{fR;&wG}D25Gkv8U1E?>!^F97d>t5vpe3
zaO)BM(E)TPHUx9X_($LjaNA%Nc!DGv+fI9oe?%?&>qdqf!&}x~fw5aZRH{Wqt+CJ6
z!+op$53@!u8LR~lgIgWApfOoX-Mz^rx&LYL_T|VhVlx6m4;C594>QLAgw3x=que<k
z9An22cF!Qgr*j;CV*h#cOL>ew{M4?!hR-+~Mc8%2;Y(QiGGqiIl?uWd4jWkj1*?W#
zo#u4Tzzkn}EhlK5g69sBAp;F@aAQ>KXK0aXsjYhYTdt6>Qe`XZDO&w?I@+Ch4C+@`
zPL(2gYPfc>6p4zaN$D~vHR4Ic>a$TeN&z%nv%zfu;9>>lN#~-mQi7DPIv=4|o;uWr
zbo*DLL+DFIpt`yQ<aXm99L=JF3P&;0^6!N=DxjSMRXeOmu$yTol9!7!BH2suxB$aZ
z6qAcaY62du{EEv~9ucoDsHwj}%X6eOiilV}zIJWI)x-r#7<jg}k_gjV3Dd;ZZ&Dst
z%kLHHdkw#rtM9O2G?sHLy5un|stTuC(KJuabJ-}UwLtN?(cZ9LoC&j9vKpNq48D36
zQI-Y&EDL9}|8)cCE>?+yXzhI>^ive0x|fJMQ4v9;Xsq5Pf`)+ji-o8m;vNTKR1%F<
z0jGz^K#ne5vUn5S-C8Bj!az}DUWQ{dwznt-7V^6L6lgvE0K2Z;eF)XWj8`Ytr}U*l
zY2iFfXgr?=BfE=WbVVjNmgl4?NAw~;x+Z8t4WJYC-y|+Bu?(UL>J2dxsL=hbhoNOH
z)d)HVn^w}JT*#jvKoXBlKLUz2Jr*u&E;|Uj8n9DF(Hc2WdfLpUwkf|}j$p&<X!<@?
zy8ZJi6OBb3gk+i+AX&V6I3#W`3@(Kg@A5^xAi4*0UGf10n7}7K81>i6a**5Mk>$c!
z*Z!am{4yXgts$jAP%Xl{*(t4q)*9HY(Yd0vTGVI&*$R9%;<HZKOg-N6<|N;9C`J7(
zlt$W6`UW@2Nq#sIISFDT?IJDg>XVd{YzInvXoTDncV<&-H7vnNn$%O>Pbl||M<E53
zdlV{Fu(u9ozkoVCK;#BZmQLf(qBH3=Udq}YjobE^>6AJe--0a$$Wy!L8ehr*ZQI&;
zX8g@xP2(*>;5Eg3T&(t(q8v>pq=(Zejhat=Y{oH#Ty-_GDQ8lBJL^U;WnAaMIH8H+
zqO54BogbWVB@f#I<AfXC48x5!)$BWL!LiG6<~|sm%s`@xUpB?M-Ek^;wr-Q=uMxHU
z_uSk33Xer7T~tn)tDaF-bMXxk4zaEqB3^h@76~_3#7O1254#uppp^SyJ@{ei!VYKF
zf{-eBcdeNOh}IolcvM0Vx&epCHJ3}s#d{xi0irlYE%rK7-R|S!PG#*s>vkWz0#Ok|
z{_Wd+cl|>Y>D=z?#_l<{`(9U8MhBv?I(!#d)86iD($pTKNZn3Y<|p6qyANAw>;_Iv
zy@wuQ=iv&R+YPnnlo#O>i<BwwwtBW*{v@O{7wKws8nTNHmg*v1?Q!6%!`neZq`1(Y
zlKIBxFgsK&Q<rEtSM=%JE!+pylwlI%d><jKPI<Sm=#LKDcZ99?ZsEQwjJ2J+g$FvQ
z#CCYMFh|)LzQd&qe9*dEIPD2bCFXA7b`FbFDybgis-%k$DV02jeu_$3r{E~TQ?2K#
z^rnGI-wM|-OK`Emebl8IFJ)|9mij{acp_<;OBx`lbyLLLd96Z^sv_pbbycL|1N3&p
zhF?2Z5*NW-5`AFGdUGYQn-X4H9elp18&#W8Rjs0`^c`+Fc)`cfl4T6b@?1@{Y;Ijm
z?1N6Ew)yE4HQ>FP_$V|gPlxp(mdhSi!X#WxJo#~~#QZqB(KCDL4Vl;;Y2ekwM!0a&
z)x=Nt<{-IW+R|&?Ftar%N~I^}`2%`|-CkN$9cd|t6UE;FbI}$ns9twF@aHgmcc8<t
z9~s`1%y9fKgkk*3<f6a!Q$^=X5ez0d2IPG7Qmq$!|CKahAHxVvmr?|Y^gZ>vf|V#G
zBmGHFzQ0R;G0Alx_;4!vv>Kb-L^y{@_O_&Z=U5biu~d*`>5XYWE#1RXOCBA){0AZ5
zt#k`q@^vKF(v6{X2PH~3{~}>1_C6y?x)G_R8-R)3xj5O?ZEn~eNcZM3Xizy-A4|GF
z7DBpTV>dWfv7e*>GW?1!cBT8BRJ3(>H+lr;O|+~>x+~n~ZvVZI?^buGy5x&Vu65U)
z(!GlrCicv}u5?jLcO8?Y+le|qCEW{0gGMQ%{h^<h?mn0NeUfYG=EB3`c+-h5b_}GO
znccq;4~aAPDeZvo7vR9I%EAw{q%9Cewl06U2h#R&n?HLGq-`7EbnXO8+NUmowALlm
zcM({5n)x|=+JOnXAOfbigu3<uO&X5IZj@H+t}HPFE@gzHcQgg8OQ>UAG0PwHiV#j8
z0`_rhO-3!OIhB^*!_&V#x`g_2e@8nzACP8u>zEI^<S~-#%cJ#wmkG>!33cq>%&Zo~
zRN!|np?-3t-aMDVHNB2x>JsXak6|Ldh{VX0Vq%f<!O9xu0trGyO@px!6u-Afq%@>1
zp_1NAlwvzIQR>U6J(v)=^Z5slx>J8GXPXBpwVL`Duvac=HKTwkxzt-y=9Zl4ExFJw
zIoexthFg;3Ejhw1`4;-HB<SvzyzMRdf}={ww!vG{(dyuR?BE9KTan&D()4?l&TTE`
zjM%=E<&<O@eU$;^W^4A(zS;UXVg#7Qkkm6H!`Bx3X6q$z4_qPf+-x0(Dk`A}H0h_|
z=4R`OikrFFdXxhqiu>Zd9k3I@t`3OVTL}S`+?mA|e~h=%Hy{`~-hyHz%ZF09sQi+;
zNDSf^H8JOXRhn(F`V0+_RjpInS(n!16E=#*-b2&z3f+{GJ@AGs8swcvG{{PEydX%o
z&_nZpVDIBA=nkVeYr6ob9}bO>ZxrMx@ub%j1rwQOLvpD{)i~E~e}i(;eX2^)I(n$+
zs59s0?PZ$oX@{<>p%Z@Q^6eR#?p|H$3Vnp?TsKn<y7JZMY4NjEwbt3ZkK0;AIg@I3
zH#I#Se-T)8p!GPZsqg&u1k&93-HYG%;LfjJg(NuU|K0h8`qb6p493}*zSt+nCinQx
z@6x_BQi?mjABf$P?)(mwfwbE@zcI+gDI2po_QiN+K)e=<hz5R5f9JOzaWBpKXLomg
zm!_@u(|3M3r1a%Uy<;2NJ{&tH*dYxz@!_j`LsoSQcUtp4!VTF@2nE&+*;gM%$WFc?
z`?zdRGmfUcAuHUvINaoh><#4RUZwTkkX?j_-05z}4*a7Q199hfD=>xH?}4fTLeDTK
zJc6&gyCGYWOSky<Zpa=B9=pFG+s$d^-@PH*&<9GveJ6YNLcDOE<0jsa4YyVK`Lvic
zGTGt5Y{kM4eB~!=BzD5NH{4#%xW!wrr;ZICYTnt0TF%{1*7nI1^?%oF^*DEQlhz))
zzhnHr`kJi{ulDJLnD?&jutUt)vF_UT0rJ0a*A~yKa}kabT6p>36fLX+Qd&6br*HEf
zm3W&s2hkp<ykmR@9bVbOkLpUFeq`I_0fN?T-pOY(q*p3xoSsF?YTu$pKji6io)8G1
zNM4rgmMC)PL6^GCYglaig>##?=j|9zoso8JuG|SZJhyojx#YSh;&pvhLSe4fX7kn`
ztEk(&{HA7;%=nwgm<*Y^&1?Gh=LdIpo0no}ML4&4`5t`3OWo!bUe2XjC8Io<KO0w?
zM1<@mpD~^&l{vS0k2r`6uK4dP;c%OG5I{|dL~ASRaWd^qELM?Dy83E>2%hXR*NCl#
z2OtGheMhD&igy~V!=9XToA*p~PM$84k>0bLOupu_u2PdI{4i+BkYjoo1*h=d&h2!r
zxt;qG5>Kpo&Fx&vY878;qqw(o_wuI3NR?-?qfDKDe27i5kCi#_Mdx<z4dRem#+5A6
zy>xD0o-4i7^~mbh--!<k+Y8W>_%V<X<;D;CvHUb}IwSjz2FNhf$Z)MILoQ_){;Epr
zJBSR<jrSw+z)q<eR@)|4E5}Qeok8M*L^4Qpld`{88BSgspz*6A*kJamdKu-bKU=pM
z@2<C(s^#FwT6G;kTy08M7CBcpAF7qw`ND+je38RZ&vCu&rT*0*Hn)|Pt#F?k6iMQC
zsvt7OZDpzD`cMFi2CM5!V;rix7*t$+?C2u5m5EiJ%G=81<9KT417vtux0NkNI_V4J
zNZ#AZJ@swn>?E(UZ!7;^Igrw^+@^JID<3VIqtBV!%52rq+&B9x%{f<aPrjd;b`<|F
z>hdL+e{<!JsOR2Rwq*ZR8}-3rxtuI<i_lNpR<<~d00*8>_~#GE@jSPcpA$dVLj&Q$
z+*Y0_V%oQrJ>5D~cT0`CnfFPbO6WZpJ4cC1aB>3Q`!Mvo!{$^_;$n!bWw|BeJbCVi
z0`u%f2Hi(v5!N?AF|u(Y<C*;ab#DUQS_m4y%c0BFGQ5&VcMIqeZ#w^#MANLDnR|)I
zS1smgPGOgmV>LgS^|va{u!xKra!I5wkcuw$L6<bbi6h6LqE51#sJ6wMIJN$qo6i3l
z1s%B;hZ~b_I&VO;AP}*f$#nsH=S;4$0q@*Bt`rvXgrM$b5A*eHtfdH5BFs!T<xS_!
zpYGvJ=L681+O$4kKCO+XhU&>-t!c@9px>vH1PT!z&T#1mayQw~0rPst-QIM5U+xUY
zIZ3KVPrA=CVeJcv)7*6ae!CP!_*^X8bJJPk$IrXzJXuCd!cFJ*?}ldC(G)kG|0Yrg
z^iAjQ?;@qT>Adb9xY%xQI^Ta5wCla;yc!IQU&>AAtI5T_>3lgVX{S7e!a9dIoHcI%
zN#<&-dF2#}lVg<RiC!DjX?@;Dmbr#|@hWDgxar&*om0tRgH8r}jRD5o0t$1hVs(P2
zk~2;_;PIn=+|l(Wr%H|_k8Tz73{tB6*{y<2Pw!!tpkFj)-*lc1l-9#gj?@3-P3P=@
ztOTK&iokcx|KDA7ei<7wa&PH><f8K=wmy=J2OjnPxfh*NUravo46tJ|VS=EH<_FFs
zR?Sa$jYi<z?ZxD6r>Ej^sm0@b@<_axyftODqpWIuP)(MAc+;W#45BNr+Ogi`aCS>R
zXEaya`VHQa*W8jnu*4aZ=AJ<6G5PkXre}M8`*;a<TD@cPItsi8WAbdNDN{$V%Biy3
zF?oPnWeTcz4w$_+GHFb{2$WXP{dXpf$!13Ou;&DJcv*kUbqQzCW$Ym}orR)k<v9GC
z%bNNWuQ^w$=6lYW1LQehSWTj#b(~9m*I?bD&R8QDg_c8>YIUd@C!gyt)+u=R+kuZP
z8;lAF?G<QYIKHkyV~{f%`vbPZ#rPG34qZknhv!z*jUR>)gIY3shh@5o`s<FEGZVks
zB4Xq&n&OBZ$U;*xIf~;;@Lel{$><Os8BLqPuzDGLE@$T*Qqf85Xvm;a_IQXwy5iK{
z!LDeX<mWhFOR})0oGR@6(v3U*<*C=3D&T2w^zhfW;Jdu`Nwv>|p;+0xq}u-LZKiEQ
z-vgM?x&WAGWG{I^$uovcfmhD%<Pjo$Iv%v0ERodfe4M-4U3XAgh^IPXU(7y<Md^(f
z?`j)w+O6!SW4s9p%-6z>R-lo+6SUkq7QD3@pd5M07w==66n53g6iklF_ZKb_*PfMV
zr?j~N;YZ&^!j#K94n5?KL-vxVp{n>3;$*ybB)V^a?oIkB=Au2IUp<=6qnRWpH-&|6
z;V@IESOrtCnr7ilug6<B)Ag<{*LUgfuKRy=8ak|E-zJpA?x)TcZ{nDCPe`Y@jeW;&
zK=)s}joqI*mO~$@Zev$5yd&vz52CL~%tSDWd2VAb!l2PrbkuXIm`p^fShulfqKYT#
zwMxk5(1^ym|2FA1_VXw<>6*}dTthWBll&$sH^m)6WIxE&@CzM~t<F6+&#xx9CEdpM
zQLQHC|F_-7K3fJx!fou=*rT7ijol_@SGTbrhnjxYZR`bz&k47&>#D&c={ELV#GWo0
z3vO;tks*cO10fbCh{bv8vov-du}QbFCliZEqG;u*DJ(UL*pCdBk2z_-V~K4tSi~2>
z?oaGm0{_l!?BVncp0yNzmtZnbsj!Jn|L$glhspMB>_?$gR8SY?&28+H#Vc^Z)O%6h
zdmFm|ybyNe0`-BgW%6z8(Kpe;c+!RI`RQ+C_oPgEWg^U;XY0z<e@E#gc!>Dhpd($f
z)LYVs5)YH5E|V!FO)*{?F<u%lUNCO{XK!O4!;w&(a2tCS`<i^4)q5Lz3pK3oCNF~?
z|Nn9udxZF8!fotL;x61}^V~o8-p1Y<aeMqAjh^y0_8L$bci2kDU*LMqc<~J9qVCO!
zq~l%Ez9ii<&%t2Pcijg_8X0O&zKuOvMohwO>=)UgWIKCrW5;ilUdwp?3)J+#>o)ck
z)R?(tZf;|LOOccNbtfX64Coe`WpArruh9@c=Qj4MVb{o_nOmt!6*y*z5gjA{F_CnZ
zOL`hf_wY9M`c@U;_xv{YE)@f7<&-=<#CzRl#<$1|pb|uVwTxYe780)8T+T*Sw|+}*
zuB>TpV=n?zwAT!qw7@G7=R`fd-!$9mscvJJqY`5EPu|8J2Rg~*^_^J#G_oDRv<<=Z
zKXMzp)0b59|J}xh@&1QzV^3WIhts#QmtYXVr4nyr_gw0d>|KTL+}YjDZR}4;uiSY9
zIL7WJ?4E4=$vf87A-18GsA@3PX$K#Ib48vz)}8V05DWw+#P~nW9qT841i#dGtY7{V
z_4RU3JyNx=Iq#Ix6nCtjs1%N7iFK?3^Ytq65C!IGa4&+CFU1|}o^5PjmaQcqw;QjJ
z#uM*Yj}+c&{kBp}r#BU_3qerykhdpytbf0geel=9;O-sk4ckSYro=neUkRRBr+vrz
zapgObx%F4y5eD&lvg&&czvrm$uwXRyt&Doxu&64L>jsv1@8i}2#iw0q?pUveljsD%
zxnup1g)`c(A<n*Iy~rY>&MDXx#GPp6p%=MC&=4rbS_tXaa0g*jg7?z`ryc*98)yur
zte?JPeV!=BxupzciB?8^0e62u%^jk^14w7xvHs<UfR)L!)Q)+Ly|jgP|I2r*`?CXT
zov~btBdzP(-Cun`gQ?YRABYJl@a#W7A2_rs(my7??YU$9JW#ahvCzBcj`c%er>rSY
zjiRv&$y3FU>(u!958ttFDnkRFJJtr1?#A!mV2G%{Hi!1$Z71&?>k9Jo-1x0igcWq3
za;FqaE|mvd@V@YYcLAmifAWs?G7hEP+_6T$@a#bBgBB7p4Idj-YCVeFobBh`-dz9L
zcdW}w(TwMgwS%$mSYN8i(rNtJ-D-R<*7j(8g{AQhPN}2u58wN_8t=yeZQI%jw!gj7
zG~OZv-lT6n!llO)RcJcF6hTU(OmWZkwkguyv1Sam?pX6iV{aZ4g8(r)S%&hcSRm?a
z`V{9?hz>Pm)k7<232%@*9G@CVcwG++y5ku2Eab4G-H|9<?|9dd^XtWsQ~jE>ISH2o
z0oqZ&-EEYY!V!(|8^HslJtU4eSpqJSRN^2o@A(RH(y#fto}~VQ9M3DMc%d5PP`SUm
z+K58Fn<%Tk_Z#YD&ZXGYVM90Lu}zhKYwW7^;1FJqhg0G4EjWnlROqiO4Ad1akqWe;
zVtAr1@2SgAlk)eR@{zjy(~DJuhe-K0r~Fb~{(>&wIhq2!@08Ei<$uxT??^e1rK<K9
z>+)({UU>ps$CCdhT|QTr-z)V$bm}kH<>PhvLMi{qDgT2mAE?VOk@An9!VA`Xu?`i~
z+D2T;-HPDf!d?BXu`r&r!&6)L9~<68_}*)G?Hb1)qs99#7KulAe_D1pd_oxr6z59j
zpk7LMIH}Dxh%wxwFfZE@0oBZLm#QNzH2sRjs{U;Y-S5rUS-gx*i;{Wi_J!9Hi&wzn
zb(77@*#CfJUL7pChFiRL2&s}W&*o)(<vAht^l=r}eEL;l+o4d?$2yDG*CM0dL@|D~
zD4Cb6A2qL9i`NW`*9x1L@xh_VybiVGnq=|nZSk67^D_SWu@HOu`0^)iAG0i8&s)07
zv3VKazB`%M4HmB_uW|KNVe#4|GMY^%?dQKt=5?~gtHk0p%;L4c=4HlA$7Eig#oaz0
zZt;qNH2znNDV0@<|8+vSXVYpU`KdWzIooshP5y}ofF9E2F6mq^>0c8`=ene$yriK-
z(ors{_`55><V4Z~T+;2-lS?`<k#sxtpt`l*OWGlkbiGS@yO;Ehs}nSEyGwe7m-LZD
z(koojJTK|uMAAH$bU%{1_anGYZI`Jt;rEWFVsdgO)loR&jfc2C;C%RzCG+S|9Sy@f
zr-8>4YI*dh6TjXu@t6k2&u4x>aYX&XOSQXvRbg;tAqkx`hc~ibSgoF-@_dmKd;B$u
z7|}m2q=_Z}=ABK@52pmW=@$frOg*y9MGJA6BF+)w0;KZ#tezCsp%4dDXWEjQRgau#
zJ)wY2@xpD5PX3Gfh*Z)_M0H<vYL!hYmH8rFRWlk}br`;fq;q)voqC9RigY>q`U5DN
z;f3>wBYi$*Lp*<&Ct8li3f>Y{qS~%+^1JgScM3RT4x6a_7Gh#e2b5Vt8V>t_gBf?i
zX2U-ngu^R`QY!y`4-Sninto!QZXzvHSrPZkn8VPp@~%GV?#fBddk)=Sn}B^BkNTP(
zg^k2|Gpmh34evpY2nEnK4dtru&gI3&O?@+ybxEp!j#YoOsgEw88LU-IeKUJSCnmPv
z-KyU)u|97?i2P>8TAEb<IbDa%ZKS7o`hT#lZ)T}6N%bRE{gA02>qs%9v8xW!_07!G
zC8_>7R{hbYeuhugFE{O**(f@J1@?9F?pFPdiS>t>`X&=wnpFQeT}S$VD7bt2{|ha@
znRUh_)sI;9L#QABL}ce~cmsLPCr{;|c~`+fC00vGfm?E<x8xMJq=&cUFt_B(pod!*
zx1`xy@+qA_Nl@=CdBrVx$Xl|;ExFNKa=%+r!V-0aFX0>`b!co@XMDh9nH|rgJhlzT
zP<E}aGsxerUt;Q;F}N{5vA*<O*WX2xvp&p#X7DS@roI`2p``jz-6qMOO03_;djpIC
zW(<x_s=w5#zbLUj?|XR0V8^8TW32jTB-Sr6_01UE_)B)o)?XK^{w}&K`)|hJm;3AX
z%@_<N)sN~nrT?bB(O+9{UEhqs(Mk1}TJ;wt)~_@5%^2*MRDX<B|BS@?C8oX^gB#CH
z>c3Tg7t9^Usb;9i8H25K0W|`iEcJ|<EpEvJ-jaW~B~{*%d)<<G-ja}8GRa#q+bucS
zTk=b{B-dMVf?LwrTk;FHWc!t#{$#i%FSEpZz?SDGahPxNkF2v&{i=id4U2Gf9+B0R
zHTbB{(L<*XS>UP_iy}w{V!inR*VDKRtmvb$5h4QoQ7Y@C<JBvK-BjVaj9hiWTXWn3
zRNg+1CF<uakRb>ieyx&3(oO|2Y^Sn{-y)SFJcVh<p)iqUsyA=!0u5y-ahuxSg6<j&
z_E_En$e$_MkTWjQEf85JU5-=-gz+-Pe<d4KZ-pPZYYSaSbBxCNvA!$g2GtSOwP<W2
zI)bFeFK*}5`5YpcyvB4cjEV+lYVRj%Xr?+3!cI8S7}_f3yFhiEtNavXde`^k+59dq
zbVoiJ#9Q#x+|vntsq#OHErdtaaq(fMhW~QZpn@~s_xJPFuTcxM)g1G&5%XQnFLk5N
zE+NM{3ipDTRdE*y&}IF@7E=BflzVcvsT5NUy^-YWz8lZU&Gg>Va9RuBH|J$#=$$C@
z-f2?Ei#B=%<Q2)J!AqZ0?N()x3w$H>UKUGJmmFl5492brY=H~txC5TODlZEeH-4nv
zj~@q@@A{?Gr$_zRg%GKmWnlQ*T604F?HSNk8?|-kRu;;(J7CG*-vtUk8;)Of+wMNo
z&5@luouleD;Gld3bzW90TK2qTWF1(Ty6H58nv&_ZSLJ6p??P2K>l@`H4lX`X!dodJ
z{6KarM8J2t1EV)E{+5mJNbLDb=h;hcU{`g?I+W;3dM)I$l$64!Nq6*bQBw0UmGew|
zRxb>OLc?N`RAG!34i^9nHv}>q#4sseuj;?4Z$1R~1`GWDq^h$EC!NtKT2RV81%b<y
z_3Qyk`}X|~c1(HVKR9${lh5<Z-2KJu^3L>V?3#B?k073CW+TUfZut(Lv6c;BXd%a7
z=Tn}II3<HM5C^ApYzf*$v!PA>&8mcJ4Ye`HGf`^4twA@kf=Ui^w|HTUi&)WKG?qCN
z<7ymOZl$&_<0y<^f2Vr<R*ZMGp$h!`mqbFL`3f<?^j{F$7$kK6r9L+~o&H0lTy&qT
zWUKkwcPK|R_Sc>w4>pn)w)@IEqqrSEM;&^4lsk@8y>PI_)ID9-Ew$?g`2yV*Y)$h|
z0uAna>Bf5M3KLO5?AacWH)^!#;cmR$tmbsYSoN=@J!`Yh<A_mK`@0aSJ#uHXj7L1-
zim-F`s;jU+{$(Khp$)_F8*#$}*^e~g%MUP5M)s<aS)mqR*QTnGW(+woE4iJyJH)5V
z+shqFEo-+uk+q8}tJg;&;~ODx!_N@dxXP(AHRye~CcO_Ag*O@Z{InAd?2NkY#clu>
zxB2sBj@wj#m&DxvupT|p?Fi_AUZ%pdR}G67Heg0u1d~Pm@(qLyi1zrYplIy)85Gov
z9KJ(R<Ua)m!ZF6SvcL8D&7;JtH=~zE0o%D&<=H7wGQD4p`M<(?@=FJ3LY?u4x0=Zg
zo{3+eM~h~%leQL7uWE=*Vs&?TaRY0)%D!fy3*nVB@NcA&|E|Tp)1ttLrmOM;3F%iY
zRj+ZiTJmGr%W9o3*?Co{$Sr_uv(c-yFfDG~vyqG@XenIzYiX7LQhpz+=)@|tj`@!-
zIKnVzxwOBG8IcjAO^Z>f#4zd0iVoDFq-c?4Y%iRnJ~a|Q+0Y4J*>!b2Ayy9F5s?Q!
zLltI5DfyRHv;eKsRW2p%L!9#<Zerf_ju>6?rfs5pCTvEkT&sd%^0r&yZ>+F*6V0L%
zEe1jU6ca)N4p;GMRh54SvZoy?d*ZvLP!f%OJRLpcyc3gjq(vrZ{2Bz`f6|5w(-gE}
zzX|>3Jdh?KsRk!+LJ|&sjT#Ul8Y^)MIShJBc(%gq-A_^JaM-A?=2Q4JzpDK$v?u#p
z_fIo(0L#GfN3po5>+c)_>H%U>9_27}o*%vjPDZRXU?KtBetx*`)WnV$^7~}3Q1$4u
z!jx3{A!S{1X>y$Xls-fSMSVHA+vQcBn2v>R{9otNH+^R4)zixyYV;{Cc48}`YI>XK
z3A)=F!`{ZOwU=LmU(Cq)l0jo@Y$W=vAG>V^xqj?+1ssYBOkz1biRA>c>_(PNUnrKJ
zfkv||b6NJ*EFm6xB3<RAX@2Fzo&~W2f)(}^s)*0o^Z4^lqh~AdERfN+vP3?X$yme%
zKT(fx!CS}-=rEcNMh2~>Zr+kY9dD#~oqetLM2f&a*~Mt=VmL;?9g|z6Jy{>&rZbW!
z`~-`EPCc$XDF)snoYk^)s%F_Aegc*%F4-|~(WPzynl6^MOixw6C6jyLd(ed$bd*l;
zLslx(n8@)F7@1IGBF6*lhzjmkQz*`v&d)Hev?>@TBi#yTv4S_$z_w<nYsJFSk%F(o
zOxW#NHe9ehjGv2hygCOy8fxiC@$p+bTSD)3WUe3DwxjE_NcOR=I09~VhAOV^v5cOB
z(|Dn69lJj3@-{xC#+R%!z!T;;7F>}Si9_V_dn7MweXN796THf*rnW;tT@0<fjH!cx
z;E?izI9$94Q>-6E;MSfb(dabtCp6if+yg!0og9SXGUOs;@}rGM52+cw)3219e(Ve+
zv6ku747_3rpz5=Fois+EPxbkHOw@^)sOZm=zsz}AqB29j$ib5lIu)%$QL1?5sedo5
zM;UZWjQjxvg4GCZb-=Gywh8v;ch%K8h&y6K_AL!@JR9OPuv*(p4xF)+2K2v*EC~NQ
zXTs(}8gxzGE3Uc9aS*gZ>j#-Zy~Gjxy^N}YmjJian_<0V3dGbaoSjgN`YA8eWv7Lm
zN~3mMf~nH~Hh%NVca44nqn`lI8PPLahhuph@xLnady=c7i=82;#OMo7di;GyiR`T{
zdp*S!lj;F=)TngSpmcOwLwu9cQKPFC<d6nvhA5}_o6Eb2aPj4uR`C<<G+5esh1z+G
zVpSKs;?d4b2ye8r6~QI~%`;UM?TC0vJMTh^T03|ll(+vEx&4=h`cmU6{(Q$a-Q?2D
z6X=EUb2D>9oLNI-R8Or4<9a{V__sBv5^FLG2S14LH^1;!O&Uzez5igIU;iM~-sS2k
zShVAP=Cz2;a{Y_x2>)8km_3Ug1K|#>#pGa$CO?JxzF4kUbR*~1u1z|Z3HNT5H^AXe
zZB6UoH4Pu(Re#M`c&k_a-HBFW@e7<u^FDml^YHsnPYslkBd_}KoQcwLR^)dcOH4eD
zUHCds)C9>GJG>*)QwQ0t%w>I8r$FatsNiYE<R0E;whxkywd)jdw{=W2t9M)H%j~@w
z^8D?pA>{cYTSzM5&2Nm~;SS#3II<zv_0@A(K-bMz?MO<y?_{0Qwy9t@<|}%e%rUlZ
za>dt7f=nSi9Df|h-ty<+AjAOP%@G!w=T~1Q^GwQYy$t^%4E-$>Hv`6&6iuMNQ((Cl
ze~-f!IWD$$H}!VYd8T+UE)sf2VW#&J6l>}Ip)0A8q~1zxzNt`5uJoO$mA8+oj;W*I
z>nh_5BMa2X8E!@FI=vOQ8nZK`SPigiXxoof`CSPGqIpa}p*3D3#m_4d7nV=Lxf+&F
z&QjT{8Zhdzm%fHNYUH(;k+&L}M;-2w$_tPbOPR@M@H?t^4Yg!ok}pt2gFRTx(qN7)
zr6z>4M(Fz!=rzJ$KlC>#pBVauu^&Xt0bcdx*$nih1{-_Q1;N|J($&_HYRC_~kSv&I
zLsF<*Qtcz3m;Qrk@74p?_&&yvKM|W|){y^pBC1K9yc}-3E!l$ZKb4DrVi6XBW3;1;
zgzC{*BcJ3z8XJDPHD_G-^VnlwBV2@@&Keuqo-sDGV^{E#K=nki1oWH}^`mh_E5;{?
zl$XQb+bw!Iuzp)ddF&w5W3!$BP6d&Chj!kd#CA6ujQo`9gq+BD)P5$g{yo&*!i^>N
z@TFKOWC;16$4_5A-{HDt&gs3aSP|&(bvWEvLi)%lBQG&g+?%E80Z(x`9Bw(9TJz)%
zeABU&H}r-Vawy_`!Nzf}K3h3W?wclDyI#RpEQ4H_=fl*k!xf@;pz<y3aUx2G5zhH}
z6y$C_Xw6_+YKqrV<4{zi>WQh!`D>!!s(^D9kWVL3$WSbcO|Eb07^ps&DWpP=*jT<-
zAk>P?X=|(tLQ(67P7!OM`(*{<5@t@(!#+hs_Gsw$R31Ws8;5g6NqSkW6{UV85<fmI
zBQ_>!b$giMp+yF<oUB8zk;TMk&j?E@nZpZXDD2-sQjL&$F(&FLlcCQ<9Y4ak1JsIX
zQemp-?diuEDobRRNnLWC4hyMmY9$Ygdg~%Mf)sUmRzzhH0}5-Q`%<(WwREdGQ_#9d
z>5Cp&hCrtXD*RCy7^+`_PwvEElu}L<*gD3)wvSGR`d1)8*Fv5Zs>vpNt<|j$*nla-
z-w;~Z;4ANr3~GI>Pn@s3aj8`}+yU;&v!{w@OEdAKHKkf0pb1|9iRL{G@x4<PAcJlP
zAM(a)BjA_*T72SH8V0S$I|<`&>oTlcvsY;$@vT9zWMaXZI#lprwKRxKI@kS<%o23I
zcn$tlGTz|S8_eq3X^@MVaEx94g4J;Ni}@r?n39kRQqkNY#O_bQlOQ}^o(vW|i3AiO
zRjj)h=@fJQO{m$z9RtoiF_Y#0gX3u*#?k76f1p;AljYx+Pb8NN(bxf>b2<PAS&X*m
zZPJ4=-f>$Zw6M{4jqcmy=pf<ibQb*(V1&nr|4Fq<xeYLy7fpfhCgh7UBZ#_y_&X2-
zHinzS{^t=dedSpZ|MRfBOfaCyaq3Ff?gw@2nQNvp7Cq{XMGfO2Jy`1w?EOo)r@s3x
zU2bCUR7U-KbORw|a>~rXBvsPh=$&%0^Cw5>FLp!MjxMxm(|onVSyeI@vd4oN1nM@5
z9vuy*_#4goWKfEc@H+fSr{roRh`)78>F`(%=~w&17}Tqn09Hc5%i1qF0$9QkAtT}L
z21$hEyMIIcPns@!l`z2I7%uhoPl%)%4+km>CNwxrGYUiovpm_qIS?A)9}_--t$u1C
zYy#l`5MpCL;@>o4gHhSPl=CGIf~V-?dx^gnJmnb#chZft5B1s(mi~q?<^s<!*bly?
z{guk&u8Zm<=1cst0T!Jq>k$P5^Aa&5HU<w@9ib}Jcn}|JL#Z1x&yhd@AFrj4Z}a;2
z+h@~<9UmV!&h>HW(RLXF&6Hw2WK8elZ4jYd`{aDvce#UDMcahesm(&!G-G@|wNvtb
z-S%^-EVW<P0taNn3(gT-@_yY*6yDlI6T_N4NJb~UNiaWPb|&E(rg?AltCn3iwFQYL
z2gSfSB4V@-5&bw@b=@G1+1oQ)b+<!pIuhK?4&W{pdTgH8VptA#vV^ewW_e8aUki8v
zlowNx-^hHXLeZB=?2$Gyp1!;Ta^CPU<wQ)5AVls6zpS2n!d&LZ6}S^f3#?EUP)|@+
zPW@53#}5jENhs8wnZ0x?h}786drR^=ci(lGII-F+RS#mE_bIPYRxr9)3;o1zlz5@e
z<6zc=DNYZ#%s!^Ns#7wX<7GCN%uchJ(SllTk4~x+EI8*Qwo$o=J%ysm(PTty7>))a
zE48(y)I3*0zWoD9$ByyT`~(u|i^|TEp(EJ=BZmyNHNBv**332BVeocMPjt7A6|P20
zw~^}%8bz^@_^BUo$rzqF2GjiL-4HAZfB?UznTmrPYC^<Sr=8HJ^UeYBH;gKJY;n=Z
z&i-1BEs9m&8(knSD<GmKkGDdl87TmrpU%hF;pnBFom4a8tz_&e{GD5Pl~ZW!v&1dD
z&?z*^y38#+)hRSmTnnKR$75%=LU&fsCSJUW!$8l`>En_a4o`tt4Tm;09L#<{eiM7B
zd4pztqDGH)J-EI^Yjo9F5F*tRhn`jeH2T$tBCLL>5}&9XUp-`q#vVF8ZKEsMVQt!*
zbfY6J-g>a9Y;L*Vl?IJo=WX;|<x*OPdgSDb@SqSc#l*|@;3f1be#V~oU0P|5vZVQ=
zmgetPqaJCxSp|@$?E_l{PNT<4qw=OomG_?Him4t1>Fg1|JghTgzSFqID8=~uP0F{$
z-y5}Py)6kmqRl_kqo@LkCN6D!??(_M`reIHyBY((VPl>OFQlk&p<Ch7qzd<>sL<c7
zFfggY6)7rw#||oyc5nzg)03GUQqRw395g_YIwgEtE&KIzuV`$`;IvNAR|N~vbS~;K
zvix;4T2D0&GOYs8wQd8QnX`R*#pX0RC4HlRQ9dt?o~9ceVe$5uw`P<p4H~`5+bAbP
zR|bxQT^tAKhj$!&eP3D?^s%J5SWEL~t5J_M9jpRK6MN5AfoU|5{ht~LA?5U<sRdfL
zY)b@>Y%@oCG&PR0dHnht5F`$S#nij<x*Nm+Ia8RCvnfS|e78bDQiWSnROsVYI6SGs
z^b{37V+WN;UtyfM13~tEetJgWgsn!x@OSKy5b?zadSmsku{W+xeI!i~UD>jZ)lFLS
z%kl&#+VN<9`x$NlyyE4p0NsJX%>Wk+h?Bxk7X`#qQ$_7R-IG?XE7dp=kN8~6wbN?e
zBiAIW0CJt|kt@kt`3iLvwmZ8Ld&2f-5LQuqfNx1*`!(g6B3lkr&tNjm62T+e>eD?s
zyYF3q9&a6knu*@}3N4^qqglMf_SXGVRCvIx@NiOv4<SNg3s<@ou409s8HE=)zSrdO
zJ!s<h$EG#vJs1VX*=A|Q^|$onQQV@_gxHMH;&%YL&bG}p9hMvMS3F=Kx_KA=Qbx#M
z-IZ3noyzaUu1mFeVM_{+crB-T#M}I~BOW&yu%VE7<jxFVSvMTVJhmY|6!HPzvlnn*
zW=~l!*nsRk$iNuV6#uu~@^nl56<YjfEh#<XA7&N6Xk942$1UqXkmxk0(pJhXM~eU0
zZn-E$h3;;JoTLiprl{~H)va3C3O9G%(z_QftNUo|RXM~U=S$4f1zmFDPW#Nz?lX!%
zzyd0c_J7wKM`vb#{xU3ebkod0_H|A17eVN{Al8u!_5sCPq-Z8ZbNmrfgf|4Xe1h%p
zK-Uc@ZeTIK@P~3IH<GL|Ug=?kcaH=1wU%n$DirlFZ-8$*qjj<(I4>y@oudYic&rb?
zGZMXVGW3=ztr=t$fNtM6scKL9khr_>2x=tyz;IYiTj(^l?gWlKoVEUlt}1O;q|o+P
zqHQW02Ragz-HXa5LGw)N`fnsi&^1dpK-FJS)ztJ&E*B2VFS9Rd0lua6>PY5qzR&Qr
zn#~xc^Q=hbLSiqBWM0Y7WQD)U-s|advR3%a5rRveF8QKyV+kny!Dei$RhIv_Yu8s;
zw(v7i-=~68qP`nxH8mn$VB<ee-&bF&blq(08l8>52gRr<?hRK(YSRaM@bL|)kbiNJ
zD#m^OjBK3V)gaHgVIBozBlUWaCVA_<r-(kpTkEv)23R`s1gMIWJj$E-2GwB4n{3of
zRMy=zg;G{68*`M!7@?kKbMvb?9DEgrW8~TMr%08Qj<U9L^pAWJqQmp>Y!o(o_ej~i
z<j$tRfBM(1U8bMc?q$BIU#BFE?4)JN^#FX=Ki5@xgXXCA*@A-tJZr>5MrsNC;dblC
zuUed~thXO!+re=T-_AjvjWo|}FGMk7kQ{PT?RN2$kI?0Ocq8TD)kR(&ggYJVqkqW<
z*-N^h`!E#bL2sWt5&J;j%2cYl`&3^MVT@sMYR4cRiHQjHm|)FX+|M5Y_cz8)xJAhM
zq)ux>jv1NOyGiTuWoSSIh)1lZ_U*UZrp#n+n(DqsO&#qtm1{NC^@u$YlS!ZwlS!cT
z8Y+6>@I9&fm{V7-z))kT`&(64oJl!KxvQ#99#v^W%@qM!@qz@c(9Wr-#we;hhpI~|
zs>2l3L2FvL^ZrE-&zXejL-C{=*WdbKjKMF;vmKvUF$}{DKMJKr)!7`bp-t+&JZ4Uo
zA!Qnub$aLWexdfxi@M=-L)CAfi`H%!YvotVZw9ES1M?}Jsz>w(A-1R$$~mHGg*_Bl
z+=6Js{xbfjkIHW3VMJ?}9b$byPspROmH)(3t%i)&A!^z@+TwUPW@sGC$c;e-U3+>|
zP<Xua><WA2IS3Pcveiz*RrL|0=NkAR<*PXc?kjN8Z-nudoz#C7v0m<1IggA}<t%;C
zih2^4e(i?`Df0p<3l<ORTwZ8{U6P++^v9SE=ou@32*>_Bj;;ciJY#jY3PAV87SQRO
zJDS%UCWFn?&POya*8(XE4Ik?qYR|a(EJLKM*!*XNnAYRH(fd5Klo-9=ffH&!+jas^
zUO3^~$t`%l0ncvu<Un0JK~n@M0CYoT81U52$;$Wz*cxRl(8_ptNE&7QIM^+KGCpVm
z=(0yNJ=L)4OvQlYW=>Li7Sp@D%43JVE37#4k*>d5%c$oc@Yfwo40w?xw2t>pe2n9I
z`yJa)NM+-fqu=WC%PB&5RUZZ6*BUjcYG@qj;-@*p_(>4(YaNT<{b19|4HV^>F9V@l
zft@^aZ{D9cz?_Zr-@F3Jgj0sHzLKHzkET9d1ry^baytj<120%|?16__zAdJ0Qy;4D
ztPEh3^Xr$WBzvYm0)|NRmA|o)ib<=)ZCJsuc$a-sg?A<uzHyw(%}95v%WW1bcuu!-
zG|JvacwGQm46i(sx{Op3u>8(|sr>FiHLfJ{S)u*zILKiX<k9{OgWLjWcFv0lttI>2
z{;#oyd4xqlbfkRZEn#K!Qiqg3vP{HRmQk)SLV32-6IW1bkyv{%CNQiL^4%^oNrYI}
zKP&}PQJ~*QxQyS?BcWBC*FDI<iC?ZX*l6rCpqREB*O0qC9bZZDyQy!XW^b$J<E&Xd
zIY%#__S-9~AK+>c*4SQdyS;(Q1?mtv%#C;HObkmsZ8-MAXso(KG$wWLSKZQeRafv<
z0NpgCsS(;}tVJ4e{QC;(5EJO-Ue~>RpzCa==C`!3^3H$3vzNSu$#rAv0ji=QS`7Ba
z=ao6INLOu8`x{UZUP`x2{RAnzk_(K`I{xdsCSMEgybPfi>#NSx$FxJ<cdX!)K9w^m
zD}Hl~TY$FTdX8R1#?U3>ilW+rD3-XOxdJRrFHFzAgGzMwcW?+eLEh~D>!-t$$$8}@
z)eHe^tQj!XSUX9LD>hf(zeP=W8?7FA#@azv0lMZx*U%}$9x)!-^C7>_?B|QWfOr;J
zCgLc)sb24V-l<`^lq!qhfF8z<R;c#VsqBy{zwjY(N4BO1)j(p@njGF)!U8i+#DR}u
zxf4Y#R%f9p3>Tb)I^?@f{d~A)@4nmNWT`YcN86k3v+e~7(X4-U%yHr;k4`pMfL@`z
zb-XyP9cY7!4_OXo;qIPk{)9(X&@Hq_mT0r}fILP49<vn<a0}4(*k@9DBrlF7dgMP*
zGtnc9=>)2a9IsxFWFCm~^Wml{+{W>L9hP&|I5>%$lx^nBqugBb9Ec1s^K(x_^Se%;
z1fL6M((imom|gHHlRWW<w9`w99Pdmua>eCWYuz>VcU9!k-BDHnbl0;HboONCPA^>`
zBu)Dd&Ojzuid@=(r^vkHgv9e+6;>iYs@;r+s4mqZ<;QE-aq|2aCi8^i3U^$5{5u&1
z`K})H@YqWg(C^dFIb-ilnscrNDrwI74Mr}8jK0UC&T=kEoOAM6lXK3klsmHDT^VWS
zoFeQrK}RC9XU-|FWksd6G;_`|R)5`z@@YIAQ72(l#vQqL0TtrTK$l9B&ftwxqscQ+
z?8sz?FQ*GAhrb3xEcFbuE0R0|RjM{<z&wu4q#39Y6B6=sm4Yb4hnEd^4Qa)2Ctph8
z&}A5<CK$A9hu(FB;KWZn4t>5=0Krau8g#pN=#LoYQ#o{miKDCGiY;Vi<QKmlVD5o<
zyc(M*;?;Xcown6%V0rc4_md_?CN&(-Y*Da#uP(!5i-b(-A)u1HdJQb}lU{u}Yg%5t
z>Bqi+Q)E)rVG^eB>iak@cJI{%s#|(Q$Oo+R`JJdJ=eyH*b(J*fc=bNiXtG!LIy~8{
z@1q|muYT~TbY49G>`nYv#)-xr#nU2P@p4pzSJRE%)3e;)zybMSOSs@|+@o)b-~-3p
z)Fgh^cdU%4j=kfZP~!-HdysDyX=?3+e}U%Rdr5LvNUGqEc~9G#d$Z8ZUp~Vc%KtTv
zXFK;EoRx<p3EtOS*?Eerd`ZIrc4~?dbr`~c_U!t+_f%H&m%f4%HF!o;C#wK*eX<^O
zc5A_IYGdp}35x2aTM^~i?)cD#uYpib)c<0m!zn3Sx`gp=H`&rLcZ<u3BGeLOmka=T
zf&nKjQPI&Fao>xZn~U5WUwYo^jixwA)Q*^)EA7QbFfz2N80dbxiS?3lrJBQ%J@DXu
zLdsf)i8I={(pbfZg`HUFiJjPS$~9gFw`n2OxoCmon_vdd=(gZ1oJrOx?;y7kx8tj9
zg2?+acm2@Ur+m)wp3wIGV2Zs*dHGWlnU1AtvATwX61+ASAYN0X!DFP9uPH($^O~Yk
z)s%jV51YEpGzFadCLm|mOy9#M{~O6)`tbkQdlNXnrt^P%5<-xgv6Qior6edr(WtZ?
z^ur*j6d~Gg+Gv&7O37Fo!X)I=F&ZUADMJ^jT86e7DPuz9lUm18#?oe}<&H_2qKqy1
zzu)iYoO{o`pZiHd+u!#3d%a>l_nhZE=Q+=Ip7Y#u&h57`^aD3?Vj4r~{W#;6Jvk=^
z{9Ftmae91o3s0*a&r>aF1y4M!lYtU6@z9*lPS!AjbEoF|Nz>9PR5ZnLP9G+}o4hSd
zolwRRG~GUCt4BpjJcdw;2KQNPQ<!UB;HfuloPw6MH_+Od#=uEgG}xU}4zy_FplnMk
zWA$5Pd~o|Dc-au^19$1d?Tpsed0s*_rrUTTE<TCOOQH#MJ&Vd*&*zPFxE{}yx|l0P
zyBx&$Sc<wgCpvNmM=*vB#$WibDNsEggly`!+vKA0$o{j+=POOqAP8KX<j6%e$j19f
zicK1)$Dzb8jnm^@s>Lo?ZaL=IntBf4-TKeE{jYD*YFTNDW^2UeC1-;C+30O1dYb{}
zOa;tr=lh&<;-NyIoPnB|$?;9J!0m6bLz;N6(9f1Pg0xMVPh3e2DYOwOYcPt-u24}Y
zx9tN%n}b}6WqRUCj<lLmbg+^GIL(x3&rO_U^c`w`WJe0M*@G-H{rD^+E7x5MKJ;!7
zmx2%%>Eb{i$XK-#dKYVvivGzV*tB;ut<64&lrLwU)F?&oY|18-aerg$D9G4ki|2vH
zqThLZDL9|;B#C^TNq)E)5ycj|Bk@YMJtX$8s$B^5)K@eHY8YxM+Jiz3JO|f6F0*?k
ztBRR>J?Pql$k9LM&2xKFpWHHXrkm#;*hFRJ^W3IE1;`rwC&2j&JeW`B1qz?N@n2g(
zk1Sd-sVs&k?|qo+<vPO8Dvs-t`9d&BV<<(fL|+7(EtgA9`=Ij=g0a35mTyi^>p{XE
z|0Ly!7g`Y>vupP%bmjva&bg%LV#!%{cIoCU3g@F=5U1(QWLCN%#;MOr8U#6F>sKus
zQ-k0g#`HUfUeA65uW<g7ZgECm+%EnBZ<5eRAKXT7c#~w&%4(CH#r7lWYMCV{ETK?s
z?EaaFh42<Mu*w<8aGbwlP^~(<lHBa|@3cUE0Y~=gzT_mUI|whNV6v{ylel1U-|)h?
zuDFDcGTfQ2i+|pS-ta9ekc?%M@AxQ5gx8Yen?knY5P^7n^<_}5uZFiw=V09TvVRO#
zw9ING3S4JyL%Vk#4+5}E_j70fR@2<eu6UPWr=#OI(&27L=Ry(`8R**Lfdkdtvw#FS
z$8tBr4&9$#iWY*C&FT(`{L$zY*H!JM=jw}&!lM=PodP}`X2>@Kg{fYrx?XP;gYD|_
zgsK+%sF}5W5+L4tp;;-~kCHUe^6`s!gfkl(Oo?lQTBpUv+w}m`x4uCL2aVM0xhVp2
z$|TZM`8S*3XZowqm`m$ZbE*7MDw_JqJ466oW;BHt7|A?Y6VH>*ch23ApyoRjm4y*a
zE0`Gg%-XnH=Pw_U*~I?xqYZ#7@t3!#HWSf&2`J$!<A|nWzNi7l7dT1(nCB$d-xxTZ
z?^@)XWE*L5$;Q-T;Jwc#6%g8A|A5Dq=^j0tBwtq9g1;2afyjGT#d6r8r<gCNrdSI%
znO;jP0}qV^r%)G_f&C6im*uSpHi9Lm5&uJoGZ|M-7p{-jP~VGmD9QVdijj#T*OP4N
zFd`+@R8IQKi4N{<;l^cjsNjmOb(S#r{H&kbX0Jzde$io`Sbk>=N8_P!Uxl&NQ?U-!
zD(UPUG9zBo7zx617b@_2ZTenRi+HLq_6y)*Y&HQRKLuQUHrBhRo9CbEM)H^S6BF`q
zM^XG{LdQ5IO=$gP(7+Qs5e>W@dL%ocGlyhLB5`_Aw$kCPA3WfTxr1TBGcdg#?jY%j
zwg(&HT{ZFH%y?gsx69yEH<-bTUTn4s%0~?e%7gd$G!gAl7(97zd}?>{*YU=B@>(<b
zy0Xe`7vr2()%ax;O#RUYAkiMd@bk`d*}`K5-ZwE-S$#z(CS`!z=BS;9?2cWjr|#iO
zhN5)H4k+Q4sZ;BGOYCmo$or!n2q&Aknd!%yPyfE8|B#UWnN)2@Ft#W13O^BFyl*bZ
zUxowYXSfj@XCwHoLDcx_%ovRE=`oy)!?YE~u<0is!$us#HXOrHlR@A2`BJN@4_B!f
z?eBFp&X2yD=Iq;#XE}QpN=Vh|<($0`QPn5p>{jJeWyl$4R0i_S<JF;+sp`k;vX!BV
zzUXf8wW&rl;CUa&GTSztRU#xcebg$r?1GF$s~c9T6(P?QWYXVqT80+4YG83;`Dzu)
zS5M0QT{FWmV<KKfzM?p8QE|)y(BAFt+h{7-9Vy4IO;5F)J5nyWt->8CK#a(ar}-z-
zG8Q4wgO5TYWKb9O>Wx~nX-H%9Ns9*gK6yWYyF8_J7`SM+$GA&SPC_SI!q^ojZa+_*
zj}~yx9nkcXnHN=)-ck!oniMR=ORT}*bIuByX+{??Jm&`M9>4V&;#z14NL<6=)>HH7
z*n{;HsqlG4cUcKHoxv6GN*G)d6<-MhKZh-ZsdpgGmog(W(o3T_?qOaf172BVccrOP
zp|Q2_Cdc@TbwB_)S$5|PE(vQL_a^GVe5EUD$qv_S(;Cbn-}6u3CK3l6Z-VS410482
z(6nziiv`u~3t}xWm!jL*nDey}bYD_)rP0<6295MNU23PhM+tI;n8wxyw}_={>Vg{M
zVF+s_4kmr)fxBh?`7Py>=b)oD-D_`rI2T(hm5U(t2mb&b&!vXiS@0DUxS8}BFbVvd
z1Nws-9mYa5i%`7C&u8)0D}Q6$<dLj)5!WQFJ}}F6fxr02e42uV)?W!X9-*t6i*Y0N
z7ToUVw$~k!10ascr$GPkI%H8YOMODBzA`<Rs`q}m0;=xL0ay-Ib>J1k4BhG7ljav^
z=N|G1RxsTE2LDI$Erj2BD8`6iYk(bn)#Q)Lus_%+Npkw1rmtzaef=D$Q+=J9?W=}%
z4oaZQrKo+Vm^M(t*92S?P-+;)pXr&w`vo+a;+oh+okWBdoP5(h3HAkl><sHJdLUY}
z40TMGv+8};La_tcZ<v83lyn0xUy*qgm+@{vFpD_fA=1Eq(T<Xtz@h!B^^6|zeF{=u
zv^+HlF_XGyO_Vz5`6LK*u7HT25zL4<IU&Ml87G0kb20jM%tmvNWo$zVcJ}Dv7>Xa|
zrRX;oL3HjmjSu;ocFHtuD<%t-OKnEaP*qz_)h<>wJEv*`tD2cp<@&10sp=6)%%t)Y
z8YEM0cQ3HtQ+fhG`nEN1DRzF-NY{}1xqdK?OrV64Z(L9+XM!W36<Ji~U0ZC8{=jNv
zB7KcLe@@cj5_yqbI|gF#U1RX;G<H-hwA&I<-m7ZVx2mVF#Vky7L31xWTGgn};hrJ;
z1_*jVZ^(@9t%!?Qc84zYom(p0j4@U9eXeEP&Bd<yJ%a~z4bojE^odo~9i6x)JgP4i
zZjKS-%fVff8PKbXozGp%|J?K3KLH8Y<KF2#jM$7_LX17mQ@*EVmA!~~?E9dWgCjm}
z@?|7}Yum>O?}YSpia2ctd~_sc&g>z;Jp%Vcb{D}RsS+3}8NCQD*cZ1PiJxm4Ud{y?
z61lLm=UML`S>l@P)U>9?+k1m61iQQY5ZE~8ie^PW#-!rHdslr4_fW1wnZXG@4KDna
z=)2ZHLF<^`!mon%CK$XWs=H4@XO;x_yg8tpU5n`1-5k<(w0?II>o=(?u7}Od{fLd#
z)89ap-gmeuB@kns&1R;EPmvZ)?y5N$H9kostg8a6FA(wfug(VDL^GRh(>d{mcs_8i
zD!zu>ZoojnyE&;JW9&y6>_a9z9s@$I<11EFil%dbxaXu{Sn)nw>4a;Bxb0Op?#iUT
zulgE*M-IbjDDg9;i$4%0`jxA_?^y)X>O>oiN)s}kOVO{13UjxK)OnkOWu^@2c*E~7
zETEdWbH1Mq&OtUyo9UZ2RkbdDbJtd$|Dvm#tVwLZZj^PEXLplr`0&flG1|d8@FBFL
zm?Y!v$m&L1ne}&T0Fi3cS83F+2T-wvk=-LBN_^p-C}si!+iYoL{qgKH7E-bC7st(o
zvu#H${)!Kh^0hWkcJ;1F&38TSZ@q+kz&SeO!)b3<=EGS%o)4+u7uH&fF|u#aqA~vS
zW@P*AWfE8&^75c(9J@{dxJhAf)6u^7&-mWUFkVND&9cuFH}`+ZakFK}u7AZ#hdm4Z
zP57*Nikk1CZQp@@^dra;sS9>703+Cy<@cXaOnyJaHG<u+=ts68aB-ksE0?2#TN(1M
zzH@!ok6KB{`0f1AKlrB*r@3{zHf2{*uElDSV#mu+RmtCpdK7z<T(JN3g51HrfMO2z
zh^%rAg>nt_*&@h%HI~PmB%r8!!9yggX__qSV9bvzM-nS&9o+_R5FYn3U?Q8^2Kq+v
zAx8EFoEn;PYGEOMX7$TGuMd|TajiK3mmD?C3;IeeBcM;Ker~vYej(bW6YTHA{+W%y
zn7RIhD6T`<v(VPG1L|Nf3zPHqQM0+&x%k={<|ov`q!w0vzONCh;I^u>cEWR8<9prq
zqCsto&qQCZ(1<f#8>|^{GK_5nhewjM=Y6Mbbk{^4s~L{lP3*SQ)j6>YUAB}SUw72~
zXcg+k7_`9Ed<vB`?+qD*Vh6GY*2Jo6nGhY__=Qb1^vPTL$WdrsA-s9_dB7OW;&ZY(
zT50xiC>)Xv=LpUjy!kX9P8)|)pB~PhOOxT;B3jFavqu#Wx#4_?r0F`e%EQ?p8BQNC
zMhn?K84jYZ8fq^B_wb5miQrMbFoX)lIvPXzi=74bs%+nb#c>?durrJOh~#DzF3#u~
zqAS=CZk(Hep|p2w1X04NOG%?46scmp!c-<Nr$*J^qupVjKLeUpI4lJVW30BLPTE^i
z{1!ESv=o=i-P}6|g={<%S-Zl_vxg<WCx3qGl#8n-uRgC1o%Rixw+;IS!Wa))Rz+2Y
zr|)}67k3KB>Au|vYxjlRc8fk#|9v~SPDUAUAs6^+18$yjbJbZJ-PJ>VI5O6UF=!Hv
z02wWaF=u1g__R*=!tPo|dM?(vKsqt*w}_}Xzt46N-&&?kidm|StFsX-=4rlQ`Ur2D
z-wBM-)qJ+#Cd@#^w`xNk{qxoVyE@1-OsWyt9C3PnE2TQriQ&+)Ze9@0i}kfcdl)25
zo$?f9k-kwZmC)J$V_Ae690Yp2sjA>h3BlE50fVe$Cx>PI;``w2ErxBZY}N-2t8`PF
ze{b<+xe|M|Vy_nBG|_z!Lu2y7;(pN7J8@ME+1@*K98U3K)bl<794>&{%vG@LS?n3I
zvxga1T|EuE!JvBXL<{q<?8R?~<Xf4JZ#%?$2L!atYM{Zjwi3cgdQHTv=u<<qotE>g
zsXX8k*bfXR-u3te=p7!deJR?;9>)q@DS8Ec^<J<_JUR|yOM(pI)PPGtZR<cn_vHhq
zjL(1>8aal&-d8^?iAQpgfc1h8m`*`e@1|IDfO!74iLQBISoJi-9#!~p-lok1YgA90
zuctNb%X-ZNLnj~HTT;<hlh<n=_@Bw!H4l8IdK%{Es@~i1KgZRMiH?8kpx54;71)X0
z9p7^m1Mi{YvY_G^SFxBCX9pF>xr&9X&;^{vfsPYh#VxF83|gG*DlTV*)>E#<sjlK2
zR&2l);poBc)#0-dXiR(FhBB25gkzA7-APpl;JfdIB34Due!Hq_@8SZxI{bRPDcigF
zfD?H~lk0C2$fKjBWpClx2};~C$vtd|hp!dips0`0&sX{LApEp@<LAFCNlIhf+ee$$
zMpB%uIcKvDHraa}>l9q9f!~0k^kMr;BJ?gNGDCYk`ok9rRE;RcgE9Def}X`O(woPw
zBF`+xS%KlXE3MjJq8i*NM)KV&`O0y=O<K+G(SK_#7+0=_HvUbdAI)13oG&wd$9-Q3
zlI9qRZ!kY-;Cmf|23aIm0nSnK6(VtiIo~exOT7$epg+Ze4l5%pp_`|4S2eA!w-5T$
zRn>%Z$i0|RZir`;Goc32Gyfu5ZJBcE6UNv;gb%jujbA?2EHDZMZbZ}@;}<?f!+3VD
z!pquz93j|kF7z|NWDVlb=Y7B#A>bT1^$$V7>HRQg==ARW;;c~=L7q3hP5P7TjdvrH
z66x(up<V+cXfbRVpZo}WfKUEhs@l}!e7}^<CRNIObDfbRVVmcSJ=(9#HYC<O-~0nu
zrWa(nZyt-<&^KR6`6Rx1hCO;EI{-uPZHI4enNH3P>V!ka^%DL}S3H#rdYe-Ao0hG$
zT=E=NWUS|%w-986ywlplZJ_s_dJ?+p{gQcV{{C-y>SIAn?}LFC^`83cthha>@Sb{i
zR?H46yr<rj6}(Ey57>L^RakLMP~koG>;FW>n4rRY>c?5J8!K$LosAx@V*;!c+P`*E
zUcM&F_v3F+Z31l0kFRrN;K!exoa@IAg%D#uehgHi!~5|g@!<UUwfZSP-i)8-$KUTy
zv@7MuPXSAE{rE+uFy4_32rhPx#dn+^k5wY=$Dc)i^y93iALrl3y`);z)9=Xf<dZ~T
zjwgRJZ3v_{$CHl$J<fkFWdmmQVq!<3jd!?yJi~)BGZP%e=a6kWxGP5D8@vZi@JM9x
zP=aPO@MRv!V}Nr=CKE~Q$>|00-JS9;S8%Ofsv7%`eeC8OWJ`xNvJ4%(gni2CMVPO_
z)->QYsJmk*#@n^bC!k8<c<FGeE`H-nfapL!^|7r|^z<8~t`IH6$5rg_I_~ef?v0AW
zaWK0ww%kBA2fN0&fJ9q-Yr1Ao`hDiYhIPtH*7YTJDgh(Ji)-!^XJQRh#bNgjBF$Bp
z$KHpNw<ev2buFq!3d=P+|1pcgx3LlRBW*sERJj%SJzx(XT|SCDngqgUqx+dCpGih<
zcP)Z-elzAA%qMnl&uq+^`dSk=fUlGEIa{P^^@xV;_|{_Y{%GVe{q}d{78h)oMCE#?
z;`|M2v6KT@D%NhwZKd&+;QSd#>>U(fIj;=MS#RcI>EYm9ChIU_`I7>88`Yu2;wr!J
zR&M*Yp#A!6e-7L0b*`3_;Et9OwRlT7qj2NYDK}P4J^-V^;P@t{GuZ+UaJ`xq_{Z<1
zdTZDAhG(K(tv5U({|sr(>>U=6dja+U@~aV`*hO)c@XK;;3FYjDH4(piOPZd*VJgwL
zT)cev5{VrHC`C8jg<W@rn@a_z2det^X`V8tYBCkbn(XMBY>g%@<L01zrV-FNAH&c<
zp)C^TJov8W!kj@!zU)=F`P4gO91|Rl#eE=X4-!NQTgIV(HN5g^#}U$ajsv~}z<wm}
z=-oVCV!h8w_m;oqWc=2fKU0*)3<#`7T0k&DzB<5=C@CM&H`swoZoY!i!7sX}E6GH>
z>qG`5KIXFjyD6z5zL2K=2s%zUa<bpJN}H%*c5~jvFcV}`e!``O<EI<(tk>DMwzqgD
z+^wT2R2<LG<N1=u4fb3P&dGIH{y;ZJF&6_ba6a+k!@(OcsT3W}4qf{XzJc(n_g2+#
z`$iW5zChy5lXX)Q_3lSC8znUz>6&HaptbpBT+>c$uOu};j%$SNp`_-NxJK-|9W`#o
zFp>@doeq5gpqMikO!B9U%DnmeV*za5ylY9?n_qaWtJ3FcO3^?BvI*MUi3AL;+I7#R
zhWZ1^6jYTOc7yTh=fZ}ORefJ2Kdea|n+%C*wZfq+yup)z-+S;>l(D8rZL*0W%ot@n
zd|m9}4={52*)jU0`yU=x?x@O?``>wO5}GR7Pqe3s{#>o$5L;b`pB2`2UBUg<p({Tt
z+}JAyC9?v~ibz}TnWXvd4-+-R+D>$GW44<i4qDC65RuIgPJ7>_3R#k}tHVzZ=SwB|
z+I+g9mAUS|7U*<3c^&C+D82`d_bwU2LB#!j>lQLOoKNZ_noJhwi)$u04+75KU#9VV
zz6{THy?J=93h=B#JpYr%vy5+d9PNwy@-Q3`V3-f)_ijuKHl?)3Bhxf--_J3tOg|5t
zo_Y`eUp4tahzK@B7ttQfE$!&C%}qtub5>}@uBQ}FUtB}u2N3cX=(X=)G?~e#3A9F@
zYXFK^$7By>NUjNxtVX?YC>{hOX7(PU2|AX{lecE3t2J}k(P%j3818rt>{v@^>_kIq
z2p_>5d;g*N7d%Lvc{s8w;d=2nIs3yvTsy}%#dM4;n%dD#Ka9emqJG@e##9e?4;7Q9
z5@K7>;!(U#F}<htkKr7V;GEg<yu<l>wE!biIQO&hiPcZwm4L^21u5{5rD$BhhBYRE
zj3T7t*!wGc?u3QopJT8rrR4#P+YTr$ijk>iGisT8M|t(j=&DE?f%sMXFVpR|bepSf
z_y9u0M^YVmbQgbhgIxS~mUGq$E%w<D6aN2@t`@sZ(47Wd(ldL9I5c4n$9OO~)|TVh
z4wm2d1&^Ek`q<;f+<xD~D0}~+$<C33-9f=9&Nnf)vGa}>-4KRJ3VgpC4&mC>LAFzw
z?O(wl#Vwq2F`0FdDGLtdtjSx!g1PZyaM#aS7$Nf2Y+-)?Qud!rqfbZ>-2^%#T{AbS
znUJozHmTV+u91kQB{d_`HOHgIlO!38NJv^rElo)JYJ%kDxMnIT{9J%U<9Zof=^Jlt
zg>{uI#C?R=!yrWBi;!C1=d3_Dx>(>ope2Z(u!$?^Vz(0yAa}*1LqQO)qvOQm_K<SU
zABok;B21mI1q-_R;Az|^aGSmXxnYAOK8s^gejLv|9mD@_X1@+c%k4#q@?;8&=x*Ge
znO&)5uKl|J?fqDhGp#P(nD7>gW)z;7I^~I~>S;eWpP&vu8+N#Z>#$82QyuOucVFls
zk@H_lI-E}0T=coWCKdFFXqa$+I9eAq&L})tDm(>l;7dPGar9=*d)_H85V;5dywS)u
z#!NhQ%9B--x5urkvbE;>fK4X2>tW<Frx6c*E%?y4g(sj&PFT@{2lyA(EX{?d5ZdGW
z#xGzKIZSxpOqa*Ph~WQ-v=r6ZK*gK^W4uY@^Nu<Agz2(AemtAwOicam#biXP?`q)f
z#f$H(@Oo`F5HFivOnA8`*xuVf;TUoZyA;(Psxh||Uch_v$#`$hH1Hg}r?dCwJA<mI
zOMN?n4svw%{cY*8QlXoC?>mSYWvwKP=&w7N5@47wrfW>t{Lmo@n=wQun1euRbD<lY
z>;@-Ky(Q+rHypCFfvop@bZ3^M;a$;_7>Zarj=E!pvOT#gn-=H^S<vkh&}CG}1hgRw
zx{O>jtWOctwr~4Wsr4{Dm?o0z3PVcKDZi!Zy~Dk%*aygyd4=wlhI(wwx~y|X;Wa*b
z9X|QHRaK=zBrc9O@w#>FSz65_^i=p+igtNSyE$t7^PYOv7vTpe$PaJg#h&ThG&<wX
z4us;k%j2}Qa8J~0wi#<y{Ih!6)99RU^O@&QgftCHViJmA8|~l09j4gPSXfdj^o!Qh
zZ2OL*^^rShYZ|AM=6t9*Okvf9h1Uk9KyN4m<#%Km&8PeSHP;Ln*3ppqpu!TqKL8Mh
zaq4tO7R>myDqe~v=I&Kk;?EP={Ye-*2bsx)x&8E5iH-z${9xXI%lz~^Cs2J96naBf
zQHQ_2;wDfMW2=MA;aap-!f#ylgIde?j17x_^;f8io$ZKd&yGDEfJRz)Mgi}%m(?{5
z?%M-@*OUbbtOHZHhX26xXwPn1#|}^MnkNhCsR2Du13T0~dJdysu+fEscm?zXIW3zt
zS__NW<T$83nk;H**bV-$b=+c`0Un=M=ZLB0VCXwYjAjS9%}X^#^W8)2xA6TL1g1W{
z9$^LUr!_&`2nc6aKVs);yRtEH3~oI-iOeWc&9K95H)Pzj)2EFdt2g#o<LR+BH@3ws
zcgnULAuNVi+`Jh+&ZKL1b58_AXM>?L(c4V7WuX*p{|MZD{~)N&klu^Tlg_4C<Avj2
zo)wGG65jw)%DT|Tohb8YHEu030!YBVHpGLbLV(>2tYLiE`)9(rh-=61RN*_Qe3b^{
zKtK1@**w*bPX0uM?t*X!{xRMT0UU>ijsnpUNw|~Zz<y14^cm|v!D_^p0vrR`okj82
z+aE$98sO@2j4loVe&I0hoZdl(+nIGs8EsG_UK}K5?ja^e#?D4YCzJ~R81jmOYEe)<
zeVFNLnv*TvAl-$Vw><~Nac5G%wo-I03Y_BXOC4%nFj1eU_q*jyuU#}05AH-{k}%@`
z0opDI#jc8XLb)7uDDMG@T^&DiQ_hw9Xbe>NI#n9~+t|B{j@Gx|U8HI#e<J|tKr{p{
z!YAWa4ZfP^?r>Dt<mht@H$CI9kP>U5_3fIZ#H=jrbcdkR>rBhi_`V5zeT85eI}1?W
z+(h3bHnVB$Gm;3CTs<W8>q*Vq)WqO?l0WZhzNNndL($l_(Ab)Iqji7G;We#LY4(^4
z|N67op4!n8_@G+3QachOrG1lO7&RxksL=UNtO%bLi;;&Kj%9~|wT`U^IL0Awv<meG
zt?^Chk@_6`NNgd-+)jjYz=);+VvKS6Ip`}KQ#U#B4n0NqwxayK1Eyp<rv;qYp6R>c
zlYBw*1N(?WS78kngFHBR#@LZ)NQ)nE`rm_FzYU;aWLJb69L=@FZ*oo<=IhZ%9)d55
z1u2||Ra+Yzf2)nX(!o?U_UkwrbAJW-tHSiM{MA&L2HtQum$QeIQk(3O{MCFZb~e{E
zF34XkrW75DUqBey{MFSzg9#MF{M9Lcp?PL;4hnF#0B1ITby69gW0_Ge!*ds=ThJpT
z*_U`S`KzxIkE`F}**pwq1Q-SpL*@L{;FeF3zk2a+>b0#gwLBkWy|z(tTcB-8{_5xQ
zo|*jBaIrm`1iRakEJCs$Ro0~_)`S?#@>lC!lgVEl$bI@{44o7tZr*wd?D#bKtE=uw
zxc+CnlZ5Mz^H=wnj-~TgjiNrAzk0z^A5+PsV?YbWhY1LCImHy_uZ~M_Ci$y()FPX|
zTGz%mlX%t*a6T=QkFzfO25dNB9CR$mU%g__o$v|x7v`@XQizP%qAa6y8}YgI{qv7w
zD8(>;wL8xMl%*$+4KhE+K8ZF?gXkZ8{%U8HFE4*}yOzdD{%UnmALg$np#&1DEvI@u
zv^2?IvEOsu{QAcyNKdxkO97wFUu_+XV!nyFje?BxSED%uX3|pza(s}#I-Z@mfMO?;
znGAl_kvaLRF9X=mozj+%h~K7&$Ju|9ELxX%t>%yEngNMO)5_1&HGfNLn&TQ-;DV&)
zxOB};sPQC8@s3MK`brF{A)S{X*(R=$0en9|qH%2lB&qz>zFCODgxJFdEE2aQM3}#-
z37QDvv4DFbsBI4_zc_IjSids)s~zBJ%JNqWIpo%H>HO6<&^-!!U>QiUD6))#{MD&l
zthW5u9w4lDGv-HRbus+9D2nq}4=}KI4aS8X`utUoFs3>j6y&c41sy&>+C&%53i|vN
zoW}cjg@@U`LhfqHFJQ@99i$RI?LeU1)wY)D@}oU_Z*rF_8eeiM^HvA5fGgchYylvA
za!a`^)@Nc1kK%cI8*czFeT?X3MR~4gky_(&N%%>DXJQR4#7oWRxvqW;T4Z^y&?Wrx
zQ8Fww?DK)QS1)hVLT(N6T&-;8WcCg4zjvgq&P2;@4dPFn<EnZcE5_z^Q#r0B4?97T
z7@y<X5LkVVYyTj}MHrvsdK-HN{T4}6zP_&};sB&m$rCW%Ais6H7)3-rzjYH3W%FBi
zqRiX8@>@;7;tc6Ps#cP;YRQ5gn1F7P2A!A%-68>fhsv8?hu0%Ohv_Eyt(kbOS)Sh-
zp2}}Q#V$LzQf}+#ZPM>Jw>9qWbZ%>co|D|x7U=L(<+h$ffXrJam~k`V+}sG^;L-Gc
z5Y##+yLECZW%cHDq?YF8k*r=RyS1PU^m1mmbbQk{ei*m;&;oz_P&Ttwj0t;bDF_Sm
zTf;wjehcdf%*R}cxdn?nWBu3T^cHnfD;ZTh1OtfI1>ugc*70?~fprUX6*IGF?|6{9
z_cspXG8#_mEq+ayi^}mo18jD=&rhYPD3}?#Wfi@SqY1A#3@?XcD?Y8ZoLD~tX691w
zmVBT8vl)x60-@2RXk!-bc|XsJ(I4Cw`-4tqkX~4X+F;GNgwOFZQV5<^(Q|y`90Q7#
zw6Aatxx9>0H#X(@jM63Mvu5Y;Y&I#L$ai{-U@{3M;!t^zP<mJcMnZ`hdQ`R(!SkbC
zLJ8>)WNg5CGm1AclAMIn%?2JOl)eu>S4t=~02~^ZPAHv?!t#XDAr5negc1*ha|0I@
zPh>hNZ%4IrW0^q2<U7XonA8#Pz0&!m+YTZ@)zd$A8-HxAPNgz#m7>Ej@Kj={Aeq8c
zan&@3>Jv-K_47U3@X#5?d5?9mR}4cx2zYxSoi2TZ&}EjsggOw~Ed#1^1~jEaJ~Dpp
zae0e_C@`0fxtFzgnGmN??wBk5`uH7bJNzR_-1-V~M~?!|_oa|1k*~-7J;QAdQ1iOK
z#|D&?qOXZCF`!pmjdMiXCpF@Ca&{`V&1{b7!#~Qer*lNFT46dz^tcMsZ!ZFS9_e#L
z?%H$SKa9&SI$H`gGssy}gZA~DN|dT*CR?50HcHXemdRrZ2ol7nCKiap$RovDo1kwa
zfyv9`PY)ObE;uTVZBQ4jV;k|e%L(jf4gl@Oq8O2e@=wi4@pu$>y5bXEF?4XE(oz$N
z(w?A^?rB_i^GkzThs}bPAeBqV57&6m)wYbQEsi}Jr=DXkG?pW|42Y9tR&!?~3(w6I
zf`7>GX9~rL!!m{9)<3sTY-<YqqKi1XX&mX;pf2|HwkLN$v0Ksh(x%2rmp)NhERL1F
zJK4N-@_ppBX2}6(>ZfS)mTnH4n2BEjg1u?OL}ChS3ISr`stnF|d~U3DEJXua8-}{>
z9swIvRI)p3=28O5`+)P8%p^K|?Tyn`F}u%evr}E3Y=?NCSHI=S+-g)R5^k(`2AQkg
zrCJcgdxL&;5pjoEue0x?nP;<JR|i?IS@$DoyfcmGj50hwygv`mp#h#T#Pb8g!!drX
zWg<@Diek)06FZ~92q&uV>_(aPxIqHjvl}GEzE*t6B7q$i<n{6o#0&(Z&|ZU_dxx?Y
z4oa7*ICRQ<M`wJB%vec@`)pFn<>T7e>krXuk{OeIW_Nb2jp2i)HaBFa6uTPfLb4-O
z)Mdu{0X?&~K`W@39q-S`WX9^b4XI3ce+yDV-SfeY_q7_$+1a%O6}`{f8VB>WL6|>3
z5AS+CPjA~dof-QDJ)3PQOm=qdB<i!7u|tfOsbtb<&;pe0{9Qw3sKK=23l2_jCYiD4
z)FPW1`=#NWNjw9c3C_DofzQp9qQ3-e*qOdL$c#N?&z-Pd{BsOeV0F8~Yq;97oYCGC
zmCKCnf^Ov_J4wXfNv8HJx5aywFT)#&a&h+tIi@d@^w@ae_RV+`hj9(jmXYyru;uGq
zt;&;>*;9HBQ)atkp!q4Y17VtB%4}$yGMjd9UcVdDo!p(?@^wuxoJ&mpZH-~dY$J&$
zn=<=*kTUxsJ98<s4^5b|<HxsQ%IvEQSG53D;hF@t9M5g+E~)A7h-+r0Yo1PO&WUT<
zD7L$knxoP+H=xF^iKS*okuvLej~G-Wosl5fG_ILS^b-Ok?JU?7NK$#Qy|NG=V0@`O
z*hYj1^I$`RCK^PEO~QR#v$rP8y4hh16o`2+PArw*T@rH3VooOPZWCTQ6ShAHfL`~&
z5)h8aWaQIbSUKq)R$C@)N08QgJ-rKHTN)ag2L^M!O^b`${utHJ&(w>%I7{{jrSFjK
z91`QRWb@QpikOS!`Wa$jEdq7*?XM%<>bDgANs|z0(3g1-+vD9_<xJV3GhxZ)nX+AT
zc6rsfNNn^@ltGv+>xU<gvt`+61B}GCN#yI5EsJBARF3M&_do|mkOXuq%9f>eg^>c!
zjF(J^>0Mzbfm?C5Eb#`X|A~xCQKDU8c>9x81igWAitrsabF$kSVzLvF6o6y;;LnRk
zamK8ZE97esUI)9v=H2Cl2B+BJh5pJsSJ>RCnDcY!$(FZ__u;q!>))>51z4Y53wMwa
z#%I@N0Y+;l?I80aEbf?yFmcIifJZ@w&F>%+9X|)2N_6bvX=cYhJ-I0gv)Q=eDD&p5
zY}{+)qnY#F)ONW%Y4^uqP73ty1oYB0=o4AcOB2vz2%3(#>%#>ob#pLY(w1lAvb)W|
zx>7V~RHcmETCK7pgv1Do0eSzNbVlwWJtrBt)@h$IBgb?^vfIoHbc5X?P|M1}zL1rh
zn3I(|E|rx#@?uh4ijIQ6fRifUX*N;-VcKq|)J`+s_b4uQfarriX7h1BiAiEUZeo~^
ztN+CLxQUjJ^IOhpfV<y$q-(wu<m86Jo>3v^{Y9uounMl#D%f&O(&`dOHmx2Gbl4;|
z-u_aN5fEuu>jB24>Y};QruhE;%(@+GsfMiglQR4$$<>9_T}5=zm&E7g=juih$QIrj
z)ls0R!l<+)J^v4+*zefTK!3m@<?8DC;E7(0J&|&C^{h3v2th+Rg3qfc$khQ*#QdIK
zEZFZ+o~xUU*%4O)4C(zXXS{GX*rqq;=I*jQoK5W-Ss`~v9B{>LHi=mtqvlRBAd|b>
zV$V$OZm1353m92W?yetiH8Y#Rej`oD-wZYl;IN`}?yducpd+&x><Wi@1-UzF;_P6B
zeF6vN78utPF$D(3n0}V!?%u}UmQ3yr*$`z)TtND>-^0a*o5G4HaNc+)({$Su7U%Au
zO7R|f#ypa0tx2^r&gJd*E9Kg9cZvM~br?hsf~;hh*bg_=XclR(jJ`}TXH(_eg!{(t
z^t+1#eu=-sU1ER1F<I^syMz|&qM$XB1Yc@%*gpU(7*2ahUuy?_T>$)j`vr5+4_OdK
zp%Y1gO<O~x6LF4jzoe!Q^5V%tUR3ROIuBL02i6?#0^3NmYZur+%)wQyP_G{16y}?F
zr<n~Vy}xiL!g-?I@^;**gyjoAOzZoGyLLAW8`NA@hv(j3Z>L*vCkYd1a2)AzIVy60
zK|U0Yx})bZoLA&SXK<bpLzSJrymUjS>7}YJcrGbD5A%|ElJnXTB8_=TFt-#Hu`Ukx
ztEq6>1b?Tfvzae*KqkPiQSyQRihVkLZrmx|uTbp?R3Jib{XMv(vJwCCwn|*QHsIp9
zF_iq}f~iQ2ovHfi`okgCzl`x>NOOKdV!7^}=`3UFF(e{^9OWR-jUn3{<lz~}103XG
zf-FVTm@z6~M|gtlC<n5O135|{7lt6GJCL;<$X5h%Q3!I81L?bj#FwJJ6BuO8C>1V7
zT7;o`TgRmiq;t4j=NhiAk1qk*I%c`r8<JYe95K9e2_N1;mjG|UC3%~Jz7U$k0(N=x
z*U_~Del!8@jCbuEX}~=Mo^U&_N1I-SJAipT9S>Nuc!OJD`dgw1tjGPckQz*I9f9cZ
zH45LpSzQXtu}L?{cD}dJ%G2>Kx|}-Y!YbkDiVsHK1{}>(W~_7i>ZQUA?8GL6G=>cf
zA-8Gu#L(9pLIL~=2=ASQ7SRa=E#6;!XVXQaTgUW_X37vZ)U}Me7>#GPOqp@S;R=@)
zN3XpG#xyUe@kCvEs|f7k5U1PkPX0d2ez)=WN%mW8IEufE-M#mdP=)Lw<v<jBHz{tc
z0owY`3LNPG2=AK|6uia)=W2!HX%=jAKyg81adC7cxH7u<_Y}@oD3H(>KNS>+>idHN
zk$y)|Ao{OIfwTVoAoj-A@Au~<5Zpv^$7YhoVlrWd6vp=T$L6`7IFnkYFSRye!fx!$
z9S|5WCJNW65SKULl7LgVT>ruqnX0M%%>k}{DTJfToA^29xQ+?vx+cIiF~CLt1+!W#
zjq|=>=W<*d2e`%txYiGFjSq2or}1|Ir^fgw0{~~Ks|L6h1-u&;;_}|*%5q#61i0q@
zHsSq`fU9?KoN*IBXQSRLlbCu0JG6OWNA{PjM^DOv?wEiMN`vl`1s#-tK27c<SU1dq
zKFt9c0l!UyF1aZ~>u(d#scF#pS<tBo=s1E}P-1)i&tEbiGrni2=EOhXW=F_hN#l5u
zy<jXI#yza6!tF~|i+ivH+hTu;_C-B+W5xJQB+*V<&94}WwM-X&-NrJ#L0xJ2@UNe$
zJ1Z$g53*fxdOZP3)9ctF{&QD0&*C$B51Mxx{76;Uxy{c|0hkTP$G+oY_4PXgu2Cts
z_D<JNi#GdF3EzH9NU8f4p1qfBnt{%X;WYe<Lr~&+X$e0l_-+WQmzqn*k#d_w-o?=(
z+|tCs@RlYGYA+4B`hpEfo5xj(j-AXbLG|T`FWsn1(Ja2$b8J3<8{oY-O3^jIjF0dg
zY8obAS45Fh@fgFQz~I$h5*iFN9%v#dfYip4O4GzGsXpf~pq>P=Y>nbce`3mR|LJ!N
z@_*sgR<J^C1n6AS9MAa!2XmZ-xgFl~U4$0KT~H*JJwyWBIPX8yes?_J=J~n4y$_Q1
zFKgctv~Tw9sZAW+@2S!3-+Rl|%i13lwBI+|ezI@xJ!I*^Ed6T*?N`aR-_5u8Uh$%`
z_7Ax>B=>%58u_Q#00noBarApnxPMvumY{tz+V@_gv2&>+p`T2gCg27*4AU9aj7w^^
zP1o#|)C^14Y?;)&^_vv7)svd;bj?4$5mV5?8vAClcT2P7tM56J>;CjdWLxz`y!ejJ
zb=lT#t>o8Vn1RI~cOPHznPpwlD|a!O96<*&R>@UmKiL6~Ej2hFhL&qK`Y-X>cU_C6
zWsd{9$Vh!l@wdO^`YyrprXigvdP~s@zlOiwMO=;VM0*$@-p)MS?*Zq;aMv6SL|w(7
zZuKX!#>0l@U=v}Rm)|3AfiX^&zk8cZa<9fT#OFtFh!#ZNM#_@$>9Qr@v5`%f<H2^)
z08BaFB67Hr9ZW6Ssf24M)Ekf}Fb!IIqvYp5YQ#&62Z~ePfp_4Q&Tmz3Uw8+%6^|Lf
z<<5&v-O!hzawlA0nR-8BH<~RU!Izl&!#DBP5~9ZH?K}H$iTZtwkH3x_VdEP2`QrQD
zsvfWVq$~FUuEJ?GMZSqX;pgbAjSEq|0zzXP>7nigClmeqq!y=qRBRe(p7PP4rmfGP
zGQe4}Y2&#QU*RHU$b&!H3gR7dKmQbmEWjV*VF$tPg%wprbK%sj(B}h^TtNFON4o}r
zL+=kRmV*$3CoPL{Lzfgzt6zNd@vU3&>8Qr{x_CEz0^4T?vG~<8evg$c`5Rdy9^oFy
z0jv!GYXd;bVT31imE*0+j;19y-vQmd_4;^KPAudh7;{F=+$t<b?QH3LO#^*H=8|1T
znDM-2+(#gF%dYaWHIlNH!bk79C!aoWpJu{WMR17yX;6T(ILn}-Kvrbxy8N1V7AD|l
zmx22{P94M);nM|xkGKJ`@DYDu6IE?X;bogTPeWtS<g-I|0*`Hq3cFpi7JMS76z%Cd
zVhY7=XZ$YPkLw{mlKuu<nn({o7&)nnY`&<YssY{xtuRAzip>m^CG!phlRKE6BHWQN
zoF5_7CCOC1k&{(wxHgt%xT_V&!c5i1`B2!~mWOl6&sPTL!hERsqQ^K-^yTa5%PmjT
zd`nKA=tudOFotU#L&%)N^P!NJ@_9bDAMX(iR{gpCy7wf{%3FQMUcf4E_4ds<^enli
z()iB}=vkOR$@Z(N`p=`y@+x|7(5_;jtRf?;?Lksbz7bl;k>7lEE<LXHZ~1(2Z(mQT
z)E1hB+tezxRlmDcYOC5~Dzz2nfuB{NS+(0IZPWVgy;#VfAzjWq-T}uY*dcAM<RxFy
z+&PxxxsY3doT^<8Q#GFYy|z)YAJ=_$&(Iaq5#i}t0I%ywVF~<MedoBBXK2qM9SQwY
zw~NBh=s_5xmjrBq*5kRFvq^uAHck4&u_y?mltq{eJJIJ{e)tC)P3Hg|-s|&Iz5V>z
z*m@><;5UKv&5q8!N#Vli`!6m<DsnMy)y6fE{FWa8L5k7>3Ta-}SC-|$=D76cjbw#O
z96SWU;lhf={*^`#sl5}0j@ob0B7;wHBr>2s$dduuFTgHI<EJ7L#W48akfq<`Cu$Fy
zkKdme{4IU1c2V_DJMk{j&1#`6foD@}0(H9X`b~H?oDLm41Hrl}T!cSPAr(1api0C4
z>nJC-w177M8Wwn=fNnu@+YNaVoj~v{K0i4DD;<@za?*Z6J3wxoil#;-CO>$0H<pA`
zyf4>tDk){=-<M{_J-3cdUejJ<OCw%>G6q12wk!UIl}>TLir>k61<KqE0IC+MD%3D)
z6jT6{>Xt;$B~2H!2}R=6SuADjn-q;y5%)|sp_q-IW&3AX>~P&eYRdH^BTu(On~iZ2
z+KC9vQ^(f=os)8g50Az*w9D}rUOa{ew#pmB`7BM3p+QAuV_3{$H-<lOJi!>UXYY$+
zdcYL?8xx@k%uaH6M-<FQ350`MD_tvb^?ooKd}@>M9wAUYhSe=|<asV*Ned~m9aX;Q
zZgiK=rNgkhE5GLGq$XuQu|_XfE*Dg8T_;UrYwf?*;G#J3^~{xYAGlGgOw^CS)stZ{
zxmiSx!P1MVR~Z_4-lAE9vFE}p8q<6m4Wu!)-lWpdfY5q4Z<yM}3L0Gnw>n6OBQZt?
zTMx%MT)&HB>-+Gjr<BN=#f<V;%iIe60^}&Ncikqm$p&z0kzBjWj4Rf{7YWf*Cq6^a
zeLBBT*V(uO=MIh$z(Vt5py?awp-#hxs@x{I)<);vHGpxSi#5f!{Aq0Yv7DW|I2*t*
z>qDOPyZLLt>mRX7PU#VQeeoxujMND+bSkVBaEggj0SITG=ds}4V)oatYc9R@2Wy`_
z@3U9ESP0buY^W-%?}J_65V|W?GdD`_54pneu5hI6&3}}_-JNx)R_>TJG>7B<r=Lnu
z!O~JR=`!k}O)7S)mgCYg0dX7Lm@aE5k#t|mwme==nM#;Vvy*rLWw<8^A%~l8-lw$?
zG|4Y#<@S<PD#ctU(S104(FTTPXNoU)-k`&~5)`p3$dfJ5I7V{O8CZ^SR|`muav2bU
zY``}Rg-mMo8z(TzET<Y&<VhSv4d2e|W0`;70xvMj=cwn=AmiVErlK<cz9-u||6Way
zlz)e<migRo7@{7@!o)TjNOJ9kT&j1YU!jlLib*Bo)bf4INdU~_RJo7Y6iKB7@>Bbm
z$;?fS1a0y}6@AQCnd!6H$orUG!K_@)WIf3^WeMXO?PJZ(_axiJ&?#jv_ap}b@IUNH
zHgbK(29U})gq|dAH_j3dLGuhpT+JOsT**d%;d_NSj7U)YXKeIjk9<WodY*dD9oM<o
zlbiOY>G(E|^y<<v0pldB1j<5ycexMRt%`n++Uh&yu(6Jcxo6fHocuoXJs&fAhx)2^
z3Kx15e{d<IS7eCOTI2Za`|O(G8a~*X*ow`1PBIsQmbllIta+XEJ87Dim~0~&;CS27
zX)d=?!JzS`JQBV&p(oZicvsgOrpOWa*nC&x{DD;h8JH!(BY~}$ZRfwV3cigKOC{uG
zHvqcajPw%?gN#GyDyC_o8c)80Y582)eCL>7q%ZE75(J;|z1I717imBn_+05JrqKBA
z{Q-FRaKghh*Tmtwy;uQx1Aja2m@MX0YTHlg9Idv}x5i>kJjSf%Muf!zFN6DdwKmyp
zTvm&hm)RUbusVg_V$TcG44l)DLgXVZ0>UE~5a{qZ7myxD#Hll`qz(XB=n}AX9G33T
za|>UweR}!o<`n(81kSV6)jYa_8u<jD6@daVq%jd8fyHnM|EiF4o{TT0@pr8UIa3y@
zv-%gAQZaSH|J?9$y-ftrwEeh7c`Idf3|gL4lX7fUdv&W1-k?2_e4Z~b*f)!nU@L0-
ztWevRZx12kt-p=R1{)hiTIf_3>IIuI;xhfg=}HuFOi&N531lD0nz~XbiP!OXI&sr#
zF8Y=#%Zj62DS7~C47X5!#IoCcSx*YFGhK_<TdHt7=4zm+zi(CiALd^!8K4@4qZG0I
z1s))^T-ZfGx$P$<tPA-H%nzd`?Gp}XiBtFG_~%@n7|Y??0+ttTDbTX6ab2DTCnKG=
zfSIx)t;GLZ<@%}ACYS3Mtc=u7UKya@uME)Qi<W91M`uP;oGjld$Kh(;N@^0zg%D-`
z5Kb%((>%5^i@axAB@Ym4nZf>1o#gUqUedpB7yAZixJ^}CONG<z%b_k!6g@U#--a3s
zn{NU}oyF3;m83v1s4=M0YVC>yO=XHc4k+@N#T)Vs>`Tw@mGPXVFvh3^9>?tzMsfjS
z@FS^-N8%*dDKAF3#Qgdrin6}DoL|39pzNED_64mOVAE6}!@mN4E7rL{^KYT;Pnwie
zUW#t{n1)<v_czhvoT@hdtHrt>=y=kXtO#GF#q$C9hN)}&IQVB*-nNXH3Ycq07hiY$
z??zR28~U{8d6RAD<T0X4dlJ-(Vhf%M*YR}~?Lw;9OY4~H5CU{IwlsAefOp5m$LCFT
z*M2^T9zZx-wb5D6cppuWt?pY}{mf+9B`_$=zLT(TGymIefcaS*gC?`Sh2om|XEAQv
ztI&nCJxE{k-V(MJMXQ|;ye>4jA_S<O_BtngSGD!O#M>S{b4h~kS_!V0sN31#IVypV
zZR)ay$~m{FR1t^K!PhrMdSbLw;=|fY+ugezlpu%Ufr98cE@M&y=+tOFdk{JplR^aq
z#_K=elmj2Tx6bU633bM3TH&^@!Dg5R{=H7T(sde5z66s(thu3W#nFVft;93k4{eR7
zHMS{R(-=nBRViwGos1?`a1T<TeUjco+<;wBv1WZl`yNYKZfOWB-O#QUinJ}es;vN)
z@4Zi59`^4A*xyeGqzeJ!e7~WQ<G$9+$j62h)G3yBK`TS4)^Yg9kX~H+wRP)PKXG^E
z$p~8ol&|0}sn8phy{x-0rn;lK)uv*7NT*XEwHS2|1$(<5;fL?XIt$8{oT+oP!iEBO
zTai~_<H}|EzHTG}9wYF1sJtxS1OO)9c?Eo~-9^gd`RsODV31fq<Z|k@`mjMRr+Neu
zbLw$Dic_;HaVi;*3@XjIn3KhU8HJDViqyZ?i>Za1NL1(Km_ly{2@jN;h?T4mLsG4B
z$MTi*Sax2yvCx^p-Ybp8(^U^0>jo(N9!`Z(zBp^=pI2p9_@HtoEwCAi&5U#DrPkZh
zuZKv_(_@~NhQ7x~W3s#fsgLYzc~-a5db>m<fE}i{jx{;i=?~+Mb4T`)G&R<$C-t~|
ztxCL;X@Fn3YrH-BZgH6>_)csPCZ)uhp`+ODTtTjBjdf3+$H9C+Kb7&qe*S^Dj(-C_
zlK~!nV~<P5e=a|x@&m$qN%}=k_Wh|AsMs4_hC9rtY*SXd5*d|`(-{@)x&Zb6uVz#<
z7ucOgkC}R}Oh%<XHr;GQvRi&l95caq%3>yzIa^Z9)Ec~Dx(WjHGeFjcX$f#mex-t#
zUMelqFUbPEcd8MjY7t+@6eh;$l<AL-1My4ebpe~&(ZQ8~d&PFej}-SNv!%BY_Jctp
zeYLkJYH4VM!Py8~8iyN|8tJ#pLILipLq0V7TA0um0zUYDye-Bvs7Ai8#l{sQx%6As
z&t{<0Jofz6LQPYE%>>}IBiI60KD%oD<#Vl#b8KzwPcSzi`Yz%fCT_c{>{r(OTh?1V
z6-z9uZA-wS>=fc;d7g1E*+B3d3M$F+!L$EuS?=%!MH3Zdd8n`be?pecOD4ji=0cwB
zkmnr8vklA5Ifz^^RZ9zT%@16-*14Uo=yVq8#lV<O=muKL2Bz=oMF`>611;7`NK147
zRr3;<1NUKZt4tx<d#r165}AoZlZoWVqaDb=PWqMt{^DyT&WESB?cjhosR|dt^6sr9
zR4YR?*2)n3+c<sA!Bp>!7r41mK+8gaiTFKC$p8kVIImD_tZ!^Na47zc#NQhHZD?#c
zq_(j*wh;vTE%_-e_ST#1^>{!WDfeB;+u@OXhtB(^p=}NIa4z`E+1$TAc7IJ2vw_ZS
z{|00DlsjwplWp6+fMFNIHQuWUeA+jpy$}eX{{;siGBE&u4*>(5Kk)DJwP#csvfXJ~
z-qTgoIqK`2r}sIQ;gD)~>@?g~mmfkhNRNze`F_{v;;Z-KWqMWgU>C{0zj6BWlRq=M
z_y!NGjt5xZCVd+bwD>AZ{s^Ga#fZav{&bo9aF?>k4VmK`0FDO-KwxC5FdpN=Zy@<S
z%Zsbv5!zaco|VRtb%3NA5K2li!gR?YkmKa;?RsYy*TndBXD3==r_fh0oanG7kZJon
zN04Ilaz2YZF+2yaFbQqM)7yY5T6&5G$9XBc#Ed#cv&om*tgr?mz|Rr$d2Rr20eNts
zvHG?ybOWhkhzxzGXhQ=S6wZC*Vfzoj^DU7<OprMn;3ww!7-u<rS7N<qLe4WF=c(9m
zI<=~L+GCuQctTI9wK1p?AJ;QR;jt8L!prHn+i=`WKz6zDug6klv|s@`aU-^Tgp3-J
zTwPY=Uy2>-(X{}FOlRC|{2eJ<E{=ua(zA_i?Aw>JSVVO-S^Rvm$>Lw8!Ek$$=?qg4
z`3Fz(2FRa9C!H*ToS6uuA+6ZR_#~e5U=quXK1tC4y-bl(gEeSG+Y6}B9a}P#sci3w
zzCkZ6rRYr#*8MKPeTFfWk0Yc?1C3hiL3|n%9`%>cHPQob(RnjGpb?EpTL_GwSk)wN
zZ<BZ{UcQWj?I={}Y4n<`{$MQQhekI$b>-{np21w@%<owR`7;__goaFw<;P!8kq$JD
z`2(%AG!K>MnEaaM#He$Bdz1YKUB}yUXF#w%dR-}}^AdP0MO?qQp0hr)PITnQtltXB
z$^e?n`RQ}idi0JIeA0EJ+G)NZhex7|MG!<MKo-q=2C3B8l^p>{w=iD>9Ru&BO>1&K
zEz)nX8|FUkP}$b%j<1%1uM}-4Fl`nX)aivGUPO(p!v-6ex31mk^xTbT9>ME!k@ODe
z{S<N!f8kr18g(kl-f{0)t#6_kTYUgjrllsvbDYtmxue8qWK}uB?`I&ZawG?!p@v_Q
zYe#fxSbT~W0NgZ7MI?{98q0>Ov@Mu2wx;(=Ix9Gc8)@a{Abvy-j1fI0!^h`Do4)AB
zqqRQBS{_o#WOs<FZ!6!dT`v$QcnSyX66JF&flqQ_KG;WW#f!0ui3X0B(-~QIN?3Y>
zJ5pn1ORQ3uOVQ$N<oqSl67FjcRzWk(x#e3Sgu4=}pcd+toQ6z)z{KMX>vz5u4E?`<
z74)BsoL`X$W4j*@yPpHQZv!v!7hhSW3384sv_nHsB*pqic?`S(0n20HgIK)c82I5&
z7XxQKqj~6f{`iE^<g=5Y?wWD_{b=$>3yp8fjV6x+kc%c;Pn4;xTr^3$1EG-x3rRG2
z1<U^f(d4-?{%kb4+6nYZ@N0;F^%M5Qzn++~X!25^irSCS;Ar1v(c}%H8D2@@VQn1v
z{a+DH{>#*M2KlkN4pL>K$z}P`WTbnMv(Y5|H5f4imbMbn<k`o?vN)KI8Z_L<B3fJJ
zX!5&wX%%hpeF@~uL?8_?e2CTMR`~uf2_5&+7*f$B^C0PHaswNvk0xoE|L4Yp<DAlc
zs+h1s<OlYz4YWDYVjNjuR?6fpb0Uk()U~eZ1i1OBW5QKJvg*>oBjbQlwAEAeRtyco
zn6Mv0b}{}6V!~xo2feJZK*FYpJH%%CDRz^@gui>zoTG~g?-f{nJo6uj39mFN{+Gvu
z<Nq@;;bpW{bGeh~M<K3GnQtm4JjWU23S+{*0`ODDgcmU;e0ic=M;sHDMSkBK>|Fz7
zZqdRZxix9pEYZp3fF397(JjSFQIU^sFQ$W-k#4YW(4f@7#0|4}@ywDA2r4}JtXS3*
z`pH}EU8E^+KGH@yM+om+2)BfLEMs9%bK&b4AGO140*gl7=d@Z`N|l@-+L`IWB7s;D
z*N$FTcx(_J+SxbH?rQ>MeNzvLfw&a?&J-9fdE8?z1%XZ!z3*z_6|8pLK;Is~h4}+<
ze3H#LpOJ5QyAN#Dqjte6v&>^>CTth??+2tgeh#Ew64sEvkaAN`-vJm3hFyxzBsoQL
z*DD7SYMioEd!lN|c&<fakYib_t^w9OrKhT?J)qeF2fuSJE%J1J5lkyZ@4iAFmm+R2
zHcH@HC7wgn4P!<w$W?S1iYj?PBKZR*Q%1+mkxdfLg&@Dvif}15*0PwFZD3s<@SNS)
zuF&H@Lmo=3h`MQ=P1^#ti){zgmMnv79n<LqUoEJ~YkQ0%@T`5UUDKZLTWi|$Gud?H
zchk0tg?*i5Lf)p|{qIhS5c{SXn=gK>=zVI!GuSBxnVPQ{R^x4^Mw5_h^hkLl>S6Pg
z{wm$C4S~SMnWhAV5D%{a`tOpN3Q~iifdZfN3J314Xc#7C$!nX`*lo%bLbrk~C*vk3
z<JQ8PPV>IR5`TKHbsUOi?~_<8s8Y0)zRw|enB}-xY!>#uRZrtr{!oK1@ck;@BrX-z
z<JNfOb&RgvVAV34(mlHPlI!GBQA4M!COf4uye&-uPTUaApIUDSaF;aTg9+frF(6Dp
zXIar;>~Q~~EsU-dVR8X7A)5Lf&T}*?J<fW9rmCOEu%>xIo$hzc)us+~6{}!fxd)mf
zQYv|%YgAk2fv#k+6k(-35Y}eH&3ycuh}x{w?*UfZq$xw6rbmiKL%mL<#7sB_kE4sd
zl9J9YXds;WY|A9|&a{ihCASMqnq+m}NbKw(qYtN-+VlRVeNnH1wc?HizHQvG9{&Mt
zNP7JxDzn=~A&?pgM7r-hFvm}gj8ENE_C3F0hw?q;5_PuK1`v~KS-gRl8P1V|TzTzf
zmeLaSKh)ewF6wa`J+9&(x8q|v-Z(Mc;O&a>hNraw>|O+8?o8aisQ8Z9$Z!BV`P>BY
zyi#y<z9=^b3<(H4!uDuP)F_VMMEr$CmX>ofhkU>_G&6_r$3CYAoFjs_A=EVtSTTeK
zzC${UYEV1QR6WKEKU1AW<Uv5yyoBR}LdGk@MWE0V{Uq*Sw{-&v1e6HeS06WyM?Szf
z=X0Lohd3y{-62=t=AE`*4NQIf-U=Du(a)qTprnc9M<&e1bO>cWltFed18WhUGXr05
z(r|plx8F<>xijzsIOi44z(esl0t*$w8TdN*D_BB218)e7Wi#-d-z=Mf>tlY(2V=1A
zmC92ONdpk(#WCcQk4Xa@m!v0i$nq3VOx8}p|B7n3%9I4_(Bl9kNL55&so)d8g>Dcc
z!Q9C-9Z1Db(t7hVV`EvQ?}nK}xgfKJH>`AK?R@+VeU8L5myZ|g5n|$33tx0W(vDIl
zXpvKirFw>^M$jX5mvX(T$%!hG1koGYps4N2ZA&xy(7f+Es3Ag>Xt<9uU`t2HJJ>R<
z3!j%l2L5y7IrVgt$Pe_h6dl69X*3rxiSpc`lI_^abJ6xtoOmv(krZ4saiUbJ6crMP
z#BTzU^AqeN$QHz*7^P`aO!Q<2qDwp|ePkoRFbtV(CvWaSJvf2Hj&WjLQ2@8$xcxW1
zr=eY<h>IC}eY3e?j{3ex?yP=9%$*nXvlQ*dzaDk+{@^pPj%e;7;!tDo{vfT3ag2wt
zvfubrNH>HRbIy&JwBj{iGU^{nn2cGyFE$?ADh4S1s{p*&!Cr?^AhVx>ed3=~M#o~k
z4}x__xh|o~iSu|-Z8<blVRI(W5UTAJL0e<wWg<0Afs=CEUco4gHdoV_Uz49HS~Vti
zsE9LKCjf;#VqYul$#Wq#RTqh-Ij$WR@%m<r$jGJrihK&ezOUrh<kOC;y&a=N+7JB?
z(7ta%Mm*&7NLHi=I?Ch8OX<NdPhU$VJ(wmBW<xVQSV#021tiFNhwH8}DXq*3wX)8J
zH`e$g52gprqf$ESdJA=SdKs-3q0LI_3#<+@-&dPsFx*svaJ#Q~{a!(S@QVQCdKa8n
z1WWI6KInBThF!B4dHzoJ_7_fj$)x@s!RGfkGeGc^eNVg(2bg(J+^<N0D;xB93Y8Ck
zVK8tr=;1-@Svf&+Y!M6ZQ4`7(pxO7tx3W?-@FqnEl=x>y92#0zCY!tP(H3jOZmpyE
zwJ_Kb3@UgV+@h7x{n1t5h`sF(=t)81LKZbM^S6Vi`q?k1x#JOOzS{%iOtO71Fh@_?
zQ*VHuvdle5XD}GQ0sa_KT=ec}dGI*fr#WopH2ag-0DV-10pTAEuKYa8ERHdm-%@!D
z2(`Sy(QyNM!DP)4M8p#WQVX<D$5QllJ*JNaI1g%`+j|qh-l6<8bpQq{MZw&l3FOzT
zQ85BpOdP2>%zT26TY%@+(sRnAUyTgM6EaRu_eih?+L^Z#<3(D2xmAtS3WmH)Th++4
zRqfmXQp00pWoET^j#>RtYw=2ERZAwi?H5DQzszcynmCKenpG1kE1Q*@J{G0Ts-3rP
zs8POIg`@K3fL#_BJG<KZ>#<#JaIo3c4_G9-+R>9;eNToz9+M2~0`NXDtn0O?$r{#G
zEHyGi!+Pu8Wy_+U9}pXsv~1<AC7$e3+UeqoPoJ90!<LiIqZPza8?^TS?93c&Y-ti<
z`<$ID8TKijNt%BbP&#^W9If)9K%6Fszr`d3?%Kt-ElwV=J(>8*Ze@&v<G{to>2qP<
z?e`94$UNdk=!~Ym_IY@&YJBf)pd2KlVwBz7IT*jYFxxF6JTeAcFT&0=j@v~A=NX_>
z^gGu@!FU$Lp9oQ;F`~o(6`%kPo_7cI@OY#Ra@Z&5PhTbG<PHhJwJ2JLRuhdp-&5)u
zkG2;XK2^8=?``bEq^<qMbB#YDWm~Hvg|&`iN6`3@#*9sWO=i&9cxL>wQLk+M{ymPe
zz7MK<e{|x3u~F}RkQwz=EFy)r5WrvhBv0^hWFH@6!Q!WVWGh-$kacq5;_RYcGZd$f
z_)^cpK;I@nFklg0<QUvWJ~S5w*wp~9(L42dA8BQ`rneSA9zB@Yag`Y8cB-?=_}ax{
zJ(i-I@H=m@o}J%7B);+u>*Zgj*G=NSr|Z;HAvx7>3X>t62Vu@g*-e{jtU+c1yCXS^
zNXbQIx3y(ey{iIiRCSN47(;O0QPF`WVnUN2L^RY@U4p9Aey~}{y7>IBIY++L%eBd0
z8d`qOi~j+0u1#L)!L(1h6kUYpL>4uQWt^4&T2+*F+9tI#d=|dc_UUbMGsS?W+4(m4
z1=9K7u*uQJfUHfPysCJXXOo9n6-}lVY^8lAHYsMzz|}^%HksL48<^(f`^BdD>;26%
zm$Im$X&!Gv%{9%V_lZr@>&8mk=2NR+;Gf1eFEZ8cMx+K^j%~Ap#m+Wo<G0zSWyeTV
zx68jQ!ce>5U~5hP3sK*JC_!y0x)NG%d9n!SRHI9X5vq{cm@>>V)-9HZm%p7%$mT*s
zy8?dT-m4IuF~@q6@T?SxkHdUt+snl0{6P&a>(pQLCxlxQp`&V03<xAcQA%8}TmgQ-
z#M*EV`ZTkaQeFoN)E;FQ(<#jh>XVlPSr=I8bWW$WtO>lGkH0lt^|O;;SGa5$5V5~b
zth+^f*an>28Dz<GIPHc;cqROW??}#3{M24Wu(~0x&OZ{vRdqlf@MOJJOtD<0;cSM$
z!d%qdv3Ev&W4*{RHor+0kUBe^Ln&YonC{|S)YPD@`P*e^ll5>$1=8w`gA84q6>H=i
ztsbzB#cYi$+Hi7XgtTwZ`KQ<Vb;&$AS)=NU(2`6Kc6{cPYrS6>2;oO0nTG5v6=}h_
zoSpke&<&Iu!wPopW4uPu-+t~j6FiJFi!aBX-k|0JD%P5EPeMJAc4Jz@DJf$P*@VLI
z@XCEU@xp~DO=z#e!0AXz<JS%p8ZEBJDd2_j$x2GYl}O^4EzJTsV`G+dT9w`AYuiga
zo)Z@lcpQ8?6SbOck7SYEn&*qYnp#T^k9`tJqnVO2{DN&SXJmrH2KFvRgxr8}=DN{5
zzINNI&~t9;YcF^qGQv<oUzuyp9J-(i!td4e&ZcaM>fH4r?EZFBN>AfejqknRR|lw`
z#`n<t{s@T=R6;wuO|9O0R~3jQjPhEAP~l}K;zf&vG#DF>fUHd%)wi(?!V?=Q29+g_
zPL{;!PlfwZ<b4LjvCQ4SD5R{_`$6_j0Y#cVQB0(G#B|}$*{LM$Ku~Y0XsWr{)l^MC
z%hiPO%AH?w&Y?mCRBEW9(Pk{wC@e)kMeA6}>b&pN8<lu%2VxcD_dDgB6t*#1<XKYd
zs8d3qG-3sXrD***6erX!mGa=K#L-GGF*4Ru9`uz^O3_-1lK3VUGQ$2HD$t1g`R<6*
z80G@q`@>JvEMonzJr!XH_6EXgQKiSr^au^J#Z!+H+GO5S1PKiSkW(+<IflTTTG#bG
zUjSlRavER#2_c8ASAPg_Q{M+p_$0pS1Hj-bcq%pdCfg0s_cgqv-0EHmMmCw!j4)+&
zZYMlPWcos;(YWDB+zO>QrVEWRv{Iy3I2t{wOHnn+FP1<CAwWM~{Q~{pqD@$lqxR)u
z-U^Vh{@56$`=w|n;^6NJdg)fnTY4}TnXe;+xtd-d_mvZwe|ROei8|pIh;L&uU)j}i
zGwznP#oJs=tZ-O}cl}b)1auGQU~q>uGGPGFZt>^eTP;6rlY2HYAHo2YmQuc2ex2JY
zjlx=^CmWf+aRr%?vs$hknSXIFhU3!VVWapHH<7X^<V0%Gyu8T#!9CE@zWL@QS)bBL
z>0|z?`FM`*(?sU$h>>Nh=0+B~$b2jOHf{Yxk@*+Xk$EjK(ooVfT25rXbfm`ei6Zj{
z<0u+NnT^bEAwuVBu8#rX7^$-O6G!I!XnhiypPmH;Y79Z4#y3Tyi_E>W5^u$qo&TA5
zaT9dpeVfa_+2q!6x!2ZIy!e^K6VTpkV+EpB=*^MVHa%vCaA+>Ez-j*9j2Cac%uP-7
zxpBO>DApdMdj_EXSH_FSQ}1l|K{j68`;)|rr~etFOUH}fV^KO@<RZ{)#ZM`44ox;u
zP<j6UcroKl!5&TsNX*9f>zSTRyfo00)Ev3CBwBfnTz>5Kx(v!?CF@`w0}xRE@?*Eo
zuuWj)sn~5%2$V+bVz-a3cLtJ*-PV(V$cIp8MuH^MnILxi9*3L+U@MB<#_p^+2xxGV
z_DaQWbMX<Bm5JS+!ywbK8;AXAVz)ck?!O+polbg_*zH(7=EQENu_94H$f1&$&jzH6
z-F&Qxq^$F3Nl9|!4xAx$6@gnBOkKJp_KI2Mfp%ik4U-ja^(2!~Fsk&2FO6T9Ix>>A
zPcBBhUCUw&G5J|-EEIAsY@{9Iz~54IpWcJQWZiSWR+xnzp2X<;hK$+2`2h6EOy3qQ
z1ms7~Z2p{yJn4+WV^gO*R;3+)Qq@}!#ORU~J+(5Vu}ux#$f`H}TGLmuyYn@iicx!}
z=S0{p>WWh@3^M^d6MbP_y`{Noyt>y8C{5!nB%PBrkAIwPZA#I4#KT1q$e+iEQbFNd
z0D1BsM`;C=BSVzi;XP9X14Jx^#h~4O(eGGrQ~>B_c<+rsl4*lQTn!MxB8Z?9ZVDqE
z)BY#nY@X6t)pQ6bMV;G`xmRKC<Oa`=rQjfPqweBb5Z_wB&S$NhE>Y@>u`V_czT_zS
z5bzjPDj|U{(D5(?76|O4I|zvk(R#L56|n`Vz`Z>D;+&?*mZk^|e!Y`C5reGZ2+Enh
z0I}S`PJYBmolVFhgtzg@i;jB5!VSURz=SujC@ukEP+muC<j4IQiX`E;dl|)_crm5*
zy!%}%_E~vd@S6#GHRV_b0Zky6w5?)1SqsPhErZF%T|LCMiulBpmhARbZS~ha^wmXf
z>b1|tEV3=A=@DuvX&dRj9;cWGoJ`e9gW@o3963DjW2)@pRux6GBbVw--a7SK`j=Il
zw&mAc_m83~!CeoDV5G@v8ed^|>*)#FflA$DMB3$)?_7|K@4i6)nD_(F<Y2_RS<b=q
zu}hWw(3L0yCePrkTFU*1<*u-=F_`A5p<?|RVm-eNjrE$~&r4BWCtdO}0riv)!XS?=
zgEX|Z72QLPiTgL{r8Jjg=;u_MlYK|k3UqsI5#WYZ6KcIqqM&__#D%uhuu@w8m-wJS
zdJgo2iDCbAS^o4qn6?o2RN=-*&1OZ*&lqdF9L|4}{?Cg3gzw^LXqh9yv~DOS^p3eP
zpTyC)P9+UCclDr(o@ywV*F|gRCVbxZg?6RrR|13z%WQ#8vkC7>w5bkC>XunWE-<ap
z1%|z=_k3Ars%JZ-MuQ+cbk5!z;(0k#Y!OqzcAkp$Vk(HG7B%>rQ1OxN|L%h6bX8SP
zpR6DNo>#lKkKG<_*YX*ocHqxabUBOSaf(fgF$+YSZYvL+-r1JocC4LnA8FkPq9N~v
z*b==xj(wqNtpcp~v>Dh(^I(IRD%0mD_1NRMx=TXGr?o3g9{X7xt4Mk5B`ivNZ2A$(
z1^*z0WY_h3Y8~#nP9W2M<dGPX2JeqSH3Bb`P{BaE-TGH(Bk%qQa61l#;!-q6k32!p
z$;YdROv8}|{}_*{<4~8ep4q4Daj1Iq*W(PP(_=d*MlNilV&s4<MV}XPgcV}f$%fh9
zVkVYpbJ+^~-O*^9)`yCIrJp^Aex)TmeSBAJ73dKajFtV|IuRqBgAul2bog6}zAMqw
z?(KOeI&@4(z14OSTVuX%C>hFWY!2+B&G~>oW4j3EFlMR+b(S^l>V3+lWECE*ru2Sj
zifbFqeOzKqH?yXi{si6VQCu3Mz$_?(m%{*10=$U>Mtu*5^1k-u5?<FsLK!h7yJ3CS
z&Qo`~x^C3PL%yAT;cE#9TsslCGIs2DbmGd@BxoM%{K%^+L>@7DowjaL)b8d_oh&QI
z2p1D$OikMG30j+jWSU!Q-TWfo5xJv3?_(s1JnLn7xv|IVt9hY;6Y#*s`SlS?Rfs(v
z(w1NN#~RPk8(m3$?6Dd7j~PCprViBjaiCL9{=|hM{()~UMf<<SMy@o}%<{H?-YA5Q
zajX)S#yA*@jt2pA!AJ;U+#GNWe@jt`+$+L0v`oN1TR-jp0m#q=^gIN6y=fa-mZI<R
zHXclXBR%Ma1Z6_26!Ej=$qEVfqq%VYgR+CvS^{>#JGg|gKm^76;$7#hT9@_s)}{~?
zd(``DE(CdZlA3A;Y6kVam#Eyl+pn}t^Q%lx#3&I_J#8H`+fEF)D;)6U@7pNcm?wYP
zQ+Ez4<Sa$(iF%xG+U74;J2IqkFlo_}6KC{i#k^TNwR-eq{R-{{yf_BEK?6(CIHK24
zPn7PMumt*<X3I^cT*j84a8PDTuuxjN7=K>~bAkq*VqGK73HKfvGX$4}lk|9n>uDS$
z8mp%bjv>>mn?8_cT`brWSy552k(~mt5j;W-b4=Ti>1<P|XW1n%P~0tJJVB@6<viFk
z5yg;WDXL>Xo@pZjrhyqLU1|!t?3)0Nk*oL@b8Kb^fJ06xc5Q?+Qhi*;cY|2+8y;><
z$nT%MLBi=^5w+R%ve`NAldt9P!4_wv*@CtF0`&e#*7AFo%Iz<`mcKyn{>bJ<&O7sK
zA21O*sl2uPbDJ{~WF)!#wY)SVSj)dvr%2J(@_8$=$JKARB6}7kX%8B~fq};$&K9LT
zj^<e;O4~+sN*G{r5ZjW0ioHau{YKs)i6tzK*!yrFR@K8xf)PoMMMH(6eaE<h*^wdk
z!h6R<6477J5`MYTP2e04&`uyZi=_|fZd`y%PhZqyd@6le2O7$=ptDjm6)A@?#r{+z
z_E~m_&MYK<N&`gCI0U){$BN7Z|E3RAo(Mcqabq!>f!5v=_WpJ%Qle1799&gY#_SXE
z-ro4a*`l$G4@xubhxVd)t9P7g?uHT#cmy4xh9q`eq)3Z#5#YVEykkMGItnPAHEIWq
zr)<gr=4u)P5ik4O|0N;xC~S>KTci2bttY;&Jqeg>E4)vS-xXw+)EzQ+(6VjJ9go-b
z<Y#rQd2;hnj9qf~Exd`Zh{d_@z#{sk<V7z3#tg`z*sa?rmv4VD{Q6j(=t<=%Qt{C%
z%K<i3SaU7~2M>^H_n6wrhxzvr5G3pZ0!iOwdcD5XMAt`AAwV<R8<0N8jbI=OO=SsJ
z<2zr0>c9D8JSJP?Vc6MYX${mQ?|G$8rRa?7h{Uw3{8(DIQG~Zih3=su3ljXAnwX<2
zJC?RPD^1m)I1UIKW9&t>Z5UCtLnk?$0&RAK#t0dLas05+v4rYLjmn>T3C_<9+Jts2
zlYUx1vG0R_)8}U%E25K-KOU1D+&&m-a(?EhYsnQ#l5Pq#iOeHeYP3N{@xin^a79xz
zVFURJF5k1NPcJc8TRT?5Zu}Z5Wp#hU*Qayic+8OgRvNG0UblZAwlQp4A;Pj`%Nq6F
z0?O^P8&!f_k)`LhPW7I)tcn!>cx5R5X$X`?>>TphR3^#Jja0Iml#Fx*R(J*nUVe&g
zdrHtI^OO~?rS6!BUPM8Ekzk>gt&|o11S(Y73fHi%(^mLDYEr=p$FNeGntM1j{}daJ
zoO$*BG*)=dhOrfnt>sUoOjwk*!VSsYkUuFaJPoyp6`pmUmt<&#KV)gS70yJQ9zBCK
zGG?#93UgItRnNPWquxX+LhD_DhP<zUy39}CtiZqAPhX*7#2RuJ!GeRfWeT!Sj+?#%
zXTvKi$i>#P6vVtIn17y{R8WvpSXo&?@=p(+lN`*=Rghp%UaIiYEsXQAarRrEjrF6R
z&JrZfU{U(?@YUpP4kEd$0aPaHaqYc%>Tv~2%hlsvtdFC)H7lhauVSl2xd%A|A)$+*
zy?$WIL53&TS5N|sP05;#9_7$SRNfOhfQ`VQRj@Z0oBU&iJ)sl10LHRzMSDWOLPAn|
zLU%;Tr`cDq0o#3&eFdx93`iagM@R)t!9s(F)PgObecO3Hp}G{kpvRnT1Q9D%Y8%0u
zfb=VzB$C7oKzkU_%T3M8tV2OOOXvEBYk!)j0C%X1&_7^IY58A2j}2++lIj1PkH_W7
ze^?^_dcr16x6~tJAFi+Q*J8nmG><a*zcUqWQ+tAINk~fmtDz(%e?O3lLfSMQjD++V
zJ?03hg)5kq64J}t#&Hbf5X&HrPWm=7Vd1)VKvFYa;oo2%W`EOPy_7R=FP=`}7M>E<
z94?5lgOpZW{_fhp`A(=xbO`!F9fB(H9b?WHyS=8HHt;e$#jf&Lhe=*akGwfg)L1CF
ztH#G`%yrk?Q3NY?+xbIRHpa@xg{pPrxA?)-)H)*6KlmY><Kh8Osor|(fZiX%tMLc3
zBIv}TQ=hlXa~`Y)RtuZ2qhmxz@3Dx97k|^AQ9A=`?&zGgM1-GPIqKTjzS)gdEbcX(
zScaYzz@rMgA=~){wERz9$TGb=5vAH`+gtI`J6l3P1emFfma~B-j)h~*k$^CObJ<Ce
z!ya%JLwG)B+6bT&rLfhdSAa~=<36D^;|r+*3VnZ7;7q!|U0r{bR>;`6M6`!mT9GgO
z>-oGdo*ju<7lnHFhSkaTX$A-wWa1XK=2lUc{lp^Fk%Xuz{q3Ry(KR>o>f=p(ht|Wc
zEx|yZbuGU^1^UP~h}xx-fKc?oTI}?Z`ar-10%=E5$5x65pOB7A0TiCC%X;Yl4Eo%a
z%ABoZeR7PiB)ObDFJ*pXdA{HYIiqr4P!9^|`JLS_CRoN7JY;3$**lyw%-gQ4FIdcT
zSjFY~f({zD`GU*X0XphqQMoUur7t*nbrIox0bBtzE4X6_&9B)iYl*X2QqdAw8{24I
zjIBs#WR`f-YTgoUN9!fW1Up(YEmEu8{e@cG%Gv+5_ucZ#3>o(-bT-vP4vRVd4`KN6
zx6K!Wh`G+AYzB15oUg8ZV0}ZhcMRVrpZuAbzUe7zEL}G3`N``>M~JP6#X)-SuOxq4
zCN9}hIMxALb(`KK2JCCzJHYRSpAJkALZ{#?1h^kfZGAd!E{c2N%-ZqjBw3-BqBZr*
zO%<*=4y`>FO<q+Pd(aeCrAcZ_Nt%zi>S%~0n<SULMw<!RWdq%W{3%^uOD#!Y8h0p0
z7j1Af%J5zb3(VReBq*CJ;*a<2!NF+qXlQI~O}-p)*cKe*Dux_M!`RJ28yf44cFW1g
zg@E=JB5>19a(?y@z6uil<jWBttTvoU$3xj5+otwn*Nno=fCgKEtVo05&*4G#$`13u
zPh$5U{iV(zc00hKDDG|?^hD#HUDX%fWYPu#dOhNaud`?!_5f9G>Xe(SCa;Ogc20{f
z#%>(6$dE2_t%h^TK7F`*!WbLTjiXDOS;U5e>+lw84Mq&4Dp_9xnIA^FsZFLwvzhrN
zq7?t<ij8`$sT(u?q13;Y9Cq0URR_RvesWcNfg7Q?$KTlDD5x+*b4B8vA7+}mWMHRL
z5!9b#i+*kRM*risj3qVDPseBy=74Qi-6EaWd?s4m(u_PXg9|%!?lI<1qB1WsIgt9U
zVO_=>4N(0>*j|NxJLWeex|r6ceUzyKIe^?1&T{#lt!t2nprwpNcOcm^#O!Jd8AF^v
zxZy+)$W;Z;^>$kSYu-Ej6}XEVtClW{p8Ejx(%w$0QtS9-QAtJkaGgK2ihE0FGjguz
zOK#wB<|&XKh8EeW9mocDK%M4s*49nQUjXA)b!9a0Q9S^ojC4e&Kic<g%wo}GIuM&l
z4v+&XMc1>aROk`n?S;e;<H9i@292^2Pe%u_Hv=4yJwV-k>chBOT5c(ra3+FFbHJsx
zg@t<oi47x3IMmYu41DjHY@T?8Md`C8uWuI2I5vN|sBre?aSdj*c%72b1BJ=`AQJi@
zBRnB#7EFlAqUI#jlYOW0FBUbmY6~6Wq9z*yqYk*qa-ioQJV~qZsK5PCVXIb1DG^fs
zZhhq6!wm<Yy1}O|m#2^bH$O@5)cp4*xsx&a=C{EigdxEff+oSaroT72KY-j9f==K>
z!ayY1;1tIJj*kn#VGj73a!xB3ZRxjgUDOsrlHaDJ$!@QQh!V_*8AhOfjIRgdiz>Y5
zxh=#RL@KE$;ZFj}jS)MN_Wzq=#Qiwzm5vd+20PKL{Ccr(#WCW~;H8{ppUe&**b<B6
zMaFbND$p|-!X<cv8y)oV$JCF&WCPAyM0dxg92I8+D76&$R+iu~7O%B&`o!9}hJr^k
zyc4A0U5t3)M;|+1Ycb;S|Fe=Y;sl|NBkJ)$J{QRUZ;lCW!zqAI5fdz6vlYYy&uWv#
za$<t@xxCdB^IwPwp59nWf?3~9^QoBN2%F_sGA7uXJFyruEjK3knDOU|V*(Kt!~|z9
zg$d-w1e;^$-tsm1?)N=JZcK0<c>sstX5_cvsw>0<mkoTpEP9=La%5?7Oz@0~RuB`M
zN@lK9OmGt+5wYjR1QY2BEGF2UEP>}}WzovV1kVwBCMI|t14}!YiLlyAF~Mp-0fux;
z@HS5EWMYB?HwrvV%J&Q;HJ>CVcqnO>8xuT&dh+8*{{64S1eE{E#00lOg@SKTD<;_Q
za0+z=F~JuA<YIy&;C@#S6KvxK{1G~cEg+Z~%4346kcIU6*_dDlqWq*WL3M~V=sy(`
zY!U*wt`RpwUR$tF7*ulVr8t-a^6^6goZhW|KDJOAtsXMbGN#N*(Pi(_LfoXN0MASB
zFnR(a?p8eKvVpgOk;$@uq0M`(hpC$`B0LTIC;gRPc>FVhJ@XtuQ;KfJWAZtTB9URe
zY<s2Vzy~?Io$>*HB0s<)TQ{J&=Ipx}Jx=%+%Ke8>Qn9R?yC)^`b}>|?lPR`}A3&IE
z0dn$;!wAMThary46CS$nbF7;57MPuUaT092zhNk`KnE;4iI+eaGV&*d{&`%wXchTb
z6jf@K(wsL1B}Qb4r39fv|EYYbAD`p%v~<Ucv;FDEI6hZtirxwDe7tOaw1u<CEXfIf
zp#lx*9?<Wnl4MFrjLZS%`Ge)aTyP!VHP}EpnT-j{$ME@-WI{IgP<88nMtNH9!8ErP
z4PZLxw$NisEv>XF9&b!@2diU$lE(21CGN~3L`<y7+A+|s6yNtv(HuaT4z}m(;I2U{
z_7t-ZxOt8<;4PMo7HsdJHm+tY2n18KD(u9nseNH#84Mri5|k}OIoIA`+A3kIhOm{j
zU~W;dKcH<9oHWStpgvZ7_d2+5tncOqyfg5!AwI+P@YUMoSayK%LLHk84-tIVm0&jk
zKF9VOjDja8zzlh)Zl3LoCx~Q^>O>GU8(f%)CB#(aapPn#ig9NXH+*4J|K9h={<S$A
zp`sxz;q}zsmdLbsw7{a?UOhonk4BHea)~wu7ux*C)tIShcd!=_$=wcnJ1VBSit7zY
zYQH~{%+sDPOnbL5?H|Yx^R_49KOOk{M)hrt)-yY3F(my28jX}4Fe2+Rmb8wWN-$S6
z`v;`7X(1f<#CVgdpO@++EzAYXLL|Jrn4FGz37E8=v(<p~v6!sNo=}pu2F*~#Kbk`C
z4ol+`7VuGHfnzRkv;z`<vB#Dt0Bq-@p5M@7wbBXs!=EBF?R>5@+H`5^Rm+x@osj=B
zcI780<Tt~U>n8Vv{H2(?(<kKnprB}hR16F+IU&FP_oV@OC*=QPo2>ewp}`6HSw{m8
zS0Nbe_TZLHJ0KrvW+Q+8?20Ha2vIKYg#1_URWIs$`7s4;0psGb8lrN0wD%mH5IIZ1
zB6nd+lxJzjOuX;m1Ed?1nBqI@0~r7<ra0`MaZEAdEsH76XHhz)SON^u8vj^9O!4i@
zQ!h=;3%b(*@m%NT#bbame(kU-NHS-hT)|{hvhz%%?S$td3Zw=0W$}~b^8=Z4Jl1dM
z5!z<+`Iur)WARxwdvHArJ9F7+jkgy9wBe;~CIWV}et@Rwnqt#CU?Hrh6unkfDRXn1
zj)U1VdOU=zN7o=t9={vDn>o|&jPHIaY>;co+xGcYsS8CxQd7Unz(^H_v`~G)4-4d-
z`tA`kJS&$;New(lJauJyFUz&=l{E7K5C}<ftzSkxxwS9<VqHbAGk|1rd9Ky5b+-iJ
zC!u5YR5LQ8(h$s2UVs}aXV2foczIsG+V6I<S_H!J8#A#+6zkoJ_Lf}}(WtEH4KnAr
z>1Af!J@8sx@LJFcO%SX8mG-Tqj+wr?J%+%ky+vn(Se7LB4NgKyYHyLBLrmYPA-VhZ
z4`I7cvbSs%V=j3#9QvFxSqv5<DMj0nJY`0tkF|Qt*|xL|D^_aT(hh)(&9P1<oKgDU
z!8?~r^;`cRd*=dIRh2gUt(mD~Ni)?@S)I%bO^vb(ks02KN{!5l$`TY53W2y7U8R%;
zQ;gT5n5G=2vBnxJYOENhkjjFw8`G7s8&gdk%ZjWVrV07}&$HG!dz}NA&Gf$C`~7|&
zzw&?9^Q>pBXI=MNYwxp<+I6oBIT6xcr`7(IX{dI4x^EBnm#4^^BRiI*3=YlI=bEWX
z%I)@zW-0Tr*%5npc{fM!rc=eIh`oCOSKP?+{40oL_wK*is<Z9R&hxkbRH~MDUBYmM
z_-)+76!eN4Q>rd{@BWn}=`SbD{+0=4r|0=^x~V$(N7U;F8cAz^r}si0W(nq;d+2@a
z8B@E}-L#K8qw4M?BH6l|!?dV<sfT+Z(p4f`e1Y$N^zz9R#!g8WkY(sZVJCBvxh%v>
zMLK7X-)+(H->wInwAs2(oS9p*F}LiKwWzYojd<_fH+zSg*hD*&XrbMA_jgdxU_5W|
z_izq97fWlxc-tCIUWQY6%IvKz|De&$NOI#x55^Ah<5nWOHL=YOuux6hP0iTe`@Me7
z{$YNe5D{Ij26eKwx8;-EmR#H6g@1!IG>@6_Twx~bQR2Q#+~!^6E$7(jd8o+wWmCRz
z%T~CDSw)tiKgv6`UuOO=6%=yNpJ?qQD>HyI$!^e~bRvqvSABR-!OOvoBJ?NNUemfE
zGOfa%(rWS33ipEKy7}g>e^mdm!-sG0F#$FO+5Fk|78gqBaOJd2DTA`y*$b`XmMHJ4
z)Xh;-aFV%d1kbcQTWED!uH_LMsb#pwM(U|gFQ8I_mw&|2GsoShGK9s4)gr1mw~{nk
zY<r$WhSrB#D~c15xhRK3sbn1V-p6{$#*)xeD-mNRdJMEne%Jl&d-}MoqXdR^)J%>h
zyo)@X+(UgWdaOj}t7Gq{Qcun-w1_!DXFpz3+DC6a$bA+ZJctT$Qx44ydbh+s!HB1*
zZFVKp+p6^uDnF_WCN-^z^QMGL_`Ng7eo@}neJI{DuB_8pKVXJ?*Z0cJH%8h{CWfeM
z!XLxYdmSe)62%#F4H}FZbI*uy7slN6k!cn5l-A3BTDv^v+J4ZOD=7XC##}k>`D3nA
zhKLz+uY4dM*+>f`$6OyWj2d&F7xg^mR=kV#4;piWu-NH!#g4i0e8DHGzy7FWuCG*u
zz3Uh;=I%rBKQiVnoY+$drA<EKYS_K(q8T1^_UE3?JNB$HdZOWC#Dsbc&9*Fho4JiX
z;gqoF>q37w@!rPc7n)Mf9(3D`w)v6m=<XqBduQT}h`2W1^;;XMnB-+oCd--FvZ^#i
z1&1uGFw6246(xXkzrc`@Q%i@8oL)I(<heCNMqXSyWMpRJkdX^phKww38!}QJhIuqe
z?3Y&=l$k_zvr$hiCofltQ%^D<Sx>}&dZP)M9f#CEmvuc8hE2h{<nDj;>Cl0RlCn9%
zdW7tqJ5CoZmiXcA=iB(;pANN|<&HfaI{rNwyPC^S+T<heN)b`y>Cj805d3sA@*eLv
zb)Q|$`f(RqbB()*lbxEa8=06>sf!lsqLCwyTF%XDf_t1u;dH5{F9fRPAgEF5fn{4$
z@al*)o6WzsE;p)_r-mDgMo5l5Jlpl^3ROp(2%DiKjwLu3%EnKpvChCnUPdDK0jYZX
zsQ*P8G;fijjm$fG_R!lbpB@{Ev?diBYhSIOBaR8?A!6RWOINlufIQ$6T8&Cq2`(%C
zkRq_r^Ymym^sy;8lAoK`F)K$QtYf3!>SI=!y26wi;D1W6pLie-o9a=ccH-lnR0mak
z))r@~k?cF9GrI>;pPVCA5Is|T8D8U3c}|OTzx~`5j=2kGg>#mKdVY&IKZ&5z^AFcx
z4`+psnttN^FcAfDMr0k0C4YxlS@#_n#WpKlclFgF74EEG*1jFOLWQ~vUTR;KQ>JDa
z(|k3^zCq@2CMsvSG5t#^iguki(b!n;sps;uPmy;=evO=7@`yB>IrzOuTfbHOjK>dQ
zx%#K~3CLXA_5+^D2*$jrLp$8FdRh``Le+~x_1hMH27T3W$an_*C)V2~l8L`0k}lF~
zEz)slv^PSvq}?ez8-_cIy^eoPM*j7F=V^ZadMM3a%kp#?en&k||J<>rEK$$XM|-k^
zE-IeC8Sbj#7&;er@6?;!m@;gl&t?84N$Lo7W=*PRr{^;7xv9p42V>;v$EO-8G-LD@
z>&3sCuKPWwV!hVpp;DWA&C#Ago?ftITx8F<k`d+hjL<~juEx%Eyp6avQo~Yj?sTJL
zFaZO13>LMTg0P3+Th**{D45@Cbh48E^l$8Y-XGF!Ev2n(=FRgcY}882(e8LH!i!y;
zUk;8cTeXZ+XMRbhtbW;?`HP&LP;_qYhz$1!|0usnU;5P)Tu*uBC_j!YBaia^1VRlG
z>T)CHy(7+3u&Fdz9hLt7@^hWf?e%Xx*ZG#1y&}s@y)oM3cRl(%%ZT8*&DYC&{;tPh
ziC~s~KmK<;KHD?oTu;w+o-Q|*)O9Wxx_prPql|7FIr6(67idXXj_&li&T$ee;<--K
z|3Wi74w?S!uY}Da#rYo8J47;zU3}qeTneER4>6m98wmP~-RDK=u32}IZdqiyiz3rq
z5RvYh=yW6J|A=$(`-scJFKTYkIf$#eyh>b-Xk~fEtYpDkM52COY=DWT*X)NXwPlE|
zO%by8X9AO!dkjkAW<m%Z&Brn@Tlqdh>$GJbnMc?*jghXV_b=jQ3ZUkiCd=u(Q08+X
zk9jEr%4P2b_dF*07RRlmV~^?UUe%>QY~)uKQbKbA-Kmy!4b7;<y5j;V7GJXSzeVy3
z5mnIXe9<+7LwzJv=gz%aaogQz)!lFY2ARU|!YZtZ<ely`YO7R=uEK^(o7+`bp~T|H
zH~CI459Ih~jK?64T!p><7plN)u<n0FKJsoNq1j-CR$=$7Vik51@BOB;hF4)!Q%CX-
zoVyou{H?>lIM~D7?Ob#vVl5HBcgX#cNY0SENfP&m+|>mAA@>VW?&6S}7@4lro|Eoj
z5$UEyryFX1b4iaFa+$={As4yo`A^2&W%Ag8Ch%j9x${Oz_xhn@ZttU_$6SDP?3kO<
zqP=Jr$6Q*v6f0uPO&3w*m^<Mop-vL2^dEK1T~G2(yE|j<UD4PvH%319Fy=lR6g}qB
zUy^~=D&70|m*pehpc7H#nER}nF}L3)tt}aI-A@a;FXL}_D<Yr+R2F&W(JQ_FEaJ{^
z_ucRB)y_ZF4Nu3R`n2m(lHwiE_!PccL}#KgV*c#Jh*3ABYf3r4*TEY<>&d|k*UqHq
ztX?bWa69+tx@O0tBs{`T-MX}JXv6u8{LiU|d1wb6r^V#R%BJnp*+wI)=;x9vu8j#c
zppkE6>w(9X$K--zmY1YuV%!;uAy=U-w@M6qdXajXbY62RHcdb4#e=l<67zFJB+W1A
zGHvVOnTqSQ3q^k?d`Q_`*|3<Q5K7_7$u@<^iNAsS`Xt=LVG%7H-G<sxp5auwdq<h?
zwnMa?ws4))n{&r!>GRsN@lV!X`s-8?htR`c2)B$}PyC+OV~E9Q)JU)$>rJX6a)IHW
zLdAp!g6vJC7fQXsTZLBkJ1hI6k~10Uuv+^i-OuN>??p`MJn%;TI)Xw=m{hW@lf4Dw
zZ>^jS@(@`y>GGNGb$M6Ul=94%2-iqBj<8g>f30SD+cm9XA)V4Z*0~Qc$}fJIHBqgs
zi4y2l!N-P+mCnxx^2;zUr|{29DbtpHp3Kr`61|2iT}<Q?9#xpwsrZjFxm08ZBbPr;
zZAFxDILZ0zMB6&DIS4<GuZzPTnuj=)@UyX@7LsL7ER{n)V+`6m$nVG_kD-gUeSN^2
zhaq#0Zkm}_C{b+mY)D&$Z&5zRiyNamf^%d+qlPC$J~su|5Z~>uuQ5~LQ}`a=QhzR!
zGMib4eoEaqPgciMoHmp#w6)xqlqsP#>S?+ek)DxKWL@p-nnhobzahqA7uJbyO0h!K
z*%X|hv#PEWH;cwjLH{M6xn{*gtrJs_N3IheXrfxoHR}ecA!=^3h$639cRj#0Ywk11
zzi*uwwai;O!tES!;m%?9Rn#m;*O4W<NP|(gJJYm0;a|Gz=`={wIyf?|Aw8v)6PXq+
zxwBK0|C?!?@D)fpgX!C*GxV{YLHas!eJp-HssA8@JA8wPekg;kU526idp9BP=wteO
zo7&T_+a@E7_xo5DndgL6=ZP$INMfeFXTQ{Q{iniS#%LAj0En0vO7P5C%|^@&v3N%Y
z?#$48J(_u9*JpCO8`adQg3!WO+0z}9WzU8#H9gKi%V@*!ka=!{Y$b!|9uheN6-k_)
zXCSHC<Ct7~nS4y`*{jtL?k>~W=!P3&SNhlWzQMoQU7q<$s)L&dmV>3}*8iy@i|j4~
z5iw<ae|MRKXT4lU{#W&ui<rhtmG5$IIpQFy#kpQNy(P5M3xo%eS(NMOyK#@mYf#G5
zI<vMrYbN`|$#yipQ_=HetF+gx7fZXz-BqSKdm&vpG}5ufl0oD>5NX=*^(fj)X04{+
z*1t)@(KpWC?H}%$-B#68+agk=JY4T1*Q<w*504mU(u(R^-|<_1^sN&S%N$HPx-k1Y
zVtUd}?vegFr>A?Q+7{8*hL+GZ@w5|6{n=Zj2^!QZC*NyzYb~l<u#op}N!HAf7a`CB
z<`k0mGRte;)a!TV@8~iw_S5K1!JM@4dlZg%O4}v0zzMA+rJZS8U0pPjY_l}SFdTE9
zQ`Pn0y$2ZIop*N3#OcTt;4MV5E5OGaZ9j0HQ<dqWu0DA8^0D>7z7g$5FVOa5m`>Ni
zPCR>JioKpK-d$D_8|_QmqN>I`>fRzzLLIXy_>=_omqB`%P<LT1Wbb`SRteNk3(hsN
z`m*)o-nrZm&RF~L-5S&ueOf-+wa{hqnYB>#oy$?kBiBN|X`t53T4>P*`N%1+h$7cQ
zlkZ_IbY8tyaL@bqh^y!oWYgPKR4<>ASJBX5kqOycH<u)aMpAU`GY{~49z53UT;1fr
zG<ZcUGH1Rj`A|D}sQZOC|8~~j6Bo_ovy)@$?fhJga~Aip{(6nfMq2l+1pTwP4@J3)
zXK|||)4e$|-O`A3pNvkIlEl+TOb6CAr5&v!{rAvQk@7HZ(INQS;lDDA*ShOdth#FZ
z`JbejT{RE5_G#()%1nPSQ$i1!#7Cvlq4y>J!5}v)+CBo@)mOCrMmmw?Di;BXBfC>S
z-{|JnivCn@lG&>OZ`74w4}<MTsg*t<|NQri`QH7Is{cW?viy%fyjDKuJNeEO)G9%@
zR{RsNsAq|HIupOjaxQu%9=dP0nYj6%(KGQtBH5XEjPxwIB0Dp&JH{EoyMGZH;L!u~
zCFc0vR|Pu!xv`}a)#lHI(t+qEdOi9kRWDU~i3;zcy^EtRQce6EQ)vHZ=CttJXLUs*
z-Lu=-O!vLQ6`cR~Hp|&tNIKcs>(2M>6$0T$E}{p47J9LqDd-~<GL+007nb}C8FQX}
zgd#N8MceBj(jRB?uUKEnL7v-P^jx8LA89jsMrcD2H3d0expVi0HRRFrbkd8#YrcW?
zMBBmd$!^Q^Sjs_qPbNH7{A*{WbldnxnLD0+^#8_;dR8dco@dmE9vxb_$AqO#Ugg$F
zp3cZi8dK%sy5SGD6iXUYB>a#cPL}Ym{V;2lrr^zfI8MTg{V>@y1rOa{Ixa(s&kuNA
zU3IjHN2k^AfQj(IheP{-=(%8q40LN+-gB%bFXr>G|C--tGFw@rkAK=jeiM352~So#
z`Nj4etI2B#<%hxTDLcBC=iS=g%JZO;eqGP8D9;zRJfwd@Pw8LRv!&FelYXkks?-*j
zCC>F*Q`p@sdvYB!H&4;lfQ;nj{SJ?lA+l_0@aV=Rs@tt-M8jp<CV3kI{W84ZDr%vj
zacmM%nu3R~@9fey32e!b^<_nwr*FsP`&THEE2=bDQPxP(4L6d6*c|<csKPOip>s5q
zJwXiV1zT?9pXC}%uJ)HHW#XK^I?)^Qm^Xe*@kKk0!+xZX#LFli7mg?IG7VqB{q#5+
zRQK%VqUgcSt|gj%pXFszF-wAdPSWs@n=_>@L$RBJ7f_u{wS2vaE!t?OhVoH_YiKu$
z=e%oS%b~J(^AlM^eht5{HM8I$Qe0M+^{wX9B1NXYzI*^_Q&}2Pt)WW(b?R@D4z7w+
zH40UDo7(E4?rCweqO4sc6;+~WSZ4D(O%})%RYp~2^3#jv495l!Hi%ypWhPN>TAN^~
zsV}EPBrmTrURQ{l#8r39Szx;8mvnRusiLBWl<}~<L<m_I)@j=Ln1wIT>F07auBZ}O
za>b+SmofOGRDjgU<6NZ6%l<@RhCHUwjq;GCWwvgd$}r1-ReWW!VR^U{zeu&~{RmrX
zef6u1k8r!4DPAw*jzyU#iOEv+&EWBFjFA!}q;3k{L6U5j*cAn&!Iqn5#Miw|JT2kf
zw&p*skoAV79;2yit#{0Gid|OYE0&!vin4$ym7};z*1Z)rD(|pn71I!)3O4Be=YuJp
zH*wiUBE+j@h2&NLJ9R<3#^F=NyuxV9+8DZ1mc4IxyhlnQtR;nbLW5Pt1&wM4%we`~
z*m1vJDmK(~Wi5Ugo;^>?kYvi>D2|XvYAbA1zRw(4hC{+-NO8)r&M!kc5h#Pvmhlk1
zQ-%fWv<#}F3>_M*GA?LTTZTF6w3Rdk+fC6WE$M3yo1mHze8eOwwI$kHj8-d#;H^d*
zqXlmYmYHC_4W1#3QNQn>KiL#r2WwL>mB^vDqu4o#Z}f|B$#;E<`&a5T!p5B6;>t)K
zH(2NCAxkS*-)vc87dd{~Z;4-K7q8=$b)KCB@bdHD^X*=ih$0J(>dlTUG&pY~kuCq!
zF(*+yTa1T@x<y{SU{a{D;vBl^mYc)kcq_hM5?)}UwpiIjqJDack)>GK1rqP))+t-}
z$5Hx_qoD>k+Ho}03VS;7LQOHyi5Fw@_~w2;y?iTsl%5&NBUJDwC-PN&TR~=CYzqF-
zv2C<Xb`LUJ%V*Guf`{Wr^7R|#y2@6^Ec4|;yH<B*Po`?I9!(J}FB3F`W`x(5(KVLI
zjF7L9bVm3{&)H1Ghwap{E*!DckNBiStSGBgNmH=lciQo5Z15q1O=VexXdG`#j5uSn
zueYh5XHsR>B9@u#p5m998#Y+|@!?!+HBoi%G?S}H8aCR9lc^E8C`x}ZQCa`p*U1aw
zhb*m>UK*A0JLOt#H{)c<I8-lB8a=5s`We4;i59m-Bo$SnXlSze7w#=GGnOkVBu4$)
zs?r&6wQ8%{)X-L!7G*XrhRhfsFRs;~W<apP1dRu*e<c`Ij(xkAqx5R09N+vR)V}SK
zxw$I!H|5|p#!?PZG<;~w@%tDp2ftK;szPGaclhOaL$y^#TUO(zc&qVL6*#`T32Fue
zx0`-pJmB3b1ea)w_gQ{dmLw8Ys3dio-xn<0(Z$Yim0rL(#FeTFh-aiZ^B%3LcpIEd
zu&FGEINH}%%M~gr)lY7;O)jxaUpx0Ir>|`?dh$rpM74q5nypPPl5k&p6aVRJRnpf?
z)TZFikV#)VxQC1{@1F77S2}HUb~xioKjXQQaa0N7x+iptBorDg1HuWV_zCTAN{}X!
ziYiC(<_Xjh<K8Gl-{5^^*2?$nrFC7ZstSowZx(Obn_G;w#u!$bNE+9yync7GCR}S2
z60N?kCal)0)Vj)OZF6c>r`)S8stOwTDbv833&BTB&}7pT{H+P*OCD%%HNi9+EHl9r
z8(d_9l{UCQf>Blb;?i!NBca4;qX&$h`fAry)Z>N=ySLHO?g@Qyh0{hE;e;Cfgo-60
z79%2IV(}H@j@PPeQ$>a7-G(@APi-c)vSOx=Ra9tP(+~%bS8E0>`U;6wzq{WM1J%09
zXv^aLOq<qdL#TqfO)x>th2TgNG}$x-4=_P>9qms{&=jF5_}y<cDRm9)X9Sn%C}rf!
zFpO@7Q<q3H@T!$OXXKCjPK#+gWWAzkChwraL{!gZg%yGJt-GXU?QgH@_GZHX${W1#
zZp8XylV#>o$awt?SL6$m?HBNhrR&KX@$~twvVc^WN%3ErS(QqbTWf9myG_YVRMOL+
z`8wd6QU`KOZGO_b#U|Av;?Rbqcqv5}XY^H44Y79MZ52n@1IuD76oDs%Lgjl>YqzRY
zYc3qareA4X%@-vTla@hU{Rd?Ym2|ld1$lhAES?w*huMsc|K_`_EX~C@R9vmu`^{vb
z3fgD5)Tphzps5LyVN-CRs;VlD8)?29`Hma?d^b|WjZxN(6~<VtSY3B><1pifDsba2
zC&_f<hRLugc!R2{^cv;A@NX;Okl&?RnOYV3;={4lhXLw?ym_KR<dOAow;7PCz=5HT
z18t^GN~QnyGr0$J+)k~r*WFwv_rBrWd7t1En{|bn$*(L-uZ+xhl;$h%6l@Cq&PnDn
zlPNiH{-yFN9Vh;y^Z)#{7FlCdXdUUVIMg=Gw3)`5Oz9HxVoKY`wb36vPUa7JjUvCV
zVKUWZwmYRh0C}YyiV|;-#tUDj|E0Oxr2==mO;9@rk>4@FQt2xMUot`M!2~xD+>$F7
zRNXPu+E{Bv+$St<v*Q0k99}zH*|m<W(aN&L{Apbn%LP0}=RMXFPE^mzCOEQoYd%WM
zmxRreY}B8LcuH7YYsKHK_MNJ+vY;a?wX)Y7S-zDuI<hn?Tj$79tgPCRRa)6nWLq8$
z@6KYRA5)_Xov5CbUEs*ttoc+&)?#HxJF-SAJIIl>TiHNlTN1-r2W&Rm?h4n0nI#{V
z8rz|Bo3ul`jkhT}-ZJ8$PqO;^(QlF89JISQE50S#OxhE(&~#8JW_pCBeJM14XGfbI
zsAf}3rM6BH<s8k&47{<?u|K1%3=ka@dyDdD6I(}&=fu_+8%*p*N&AC4L)8%)aZSOO
z!!mPalX!n}WC2^lzjI`aHf`Bk99d{|Ep}v~A$FM~3yrh$k=fnkcT#-o(e)c;`)HpE
zmEB}2kEHSTgtglx%SUSj%gY4eUDGevdYIj0qejxpPxaYmaifx^;4gov4bx_WH<@6&
z4PI@6-akySa!fGB1}`?jfDO(t!FU@yMT1k@q~3n3buHK6vLw_ES$48JQp#!{LOF^C
zLZ4#IJ(F6R4Srdz+I$;)-vmo-@KqD6w84!gSYv~anqaLB-b=8ltd1hmZ@n#ll`pl}
znhR}&r?V5G=9X(LvpK0-=qww@7(MPbYNA@R6PN<5B)mCE{FT2EHc|N%r8~^#<bobD
zevJ)8RK}-B#-WYydZRaWrnxqsg+-M6E4!!iPo5HLSZAv}H<U_Qi|_toNr+W1l7@$D
z#H(>Nw2wDYId!FBWN+1A&am4g1)g_mc+}cF(oY0s?JBPjb^SA{(u>%zzM`!%+Ol|w
zWOl)AroB}`k2%`}HFbiMOwjAFnYGx=rkc!RR9+$Kdhcu5HJK}BA9W>Qtyn^6M5Dam
zXxg2jZA>Lj{Se>uDr1^tv=XU4&ezU1+7zReNcHKyc7kfFj8;3mE#r5lBdUTzEi^&R
zgWx45D0#`4Im-maF$pG_V2lkOZGxT+4l}_t2})y>s5ji2*-dL8U*#2|u3zgrTE$g|
z#xUA4GY4p=I>#iZ3i94~yAD20o#3M;SQ^UgFE+C}ZQHU+lbNXNKlU?=GnpA}S-@}k
zk4$o^AocT|)Cne=U`;5qFKuRLn#^iVW}>d|@H6{Uml=!Jik8=irsd}xr7hoLOdG}Y
z*l)s}rc_O<jJC}4{hVMtQ3Z}YbemR+m`nTAn4rm~DfnL|sBWXZ!35i^KMm6~KaPe?
zM`|~&h`Ro4-<5B6Xem57XVgauD>R}h#V^NdDPmMvA#vO@u6i}CGTO3IzZ50L6II~Y
zmMSfUW<hYX37Tx0g3p_vx{dY;6AV~?8nSFDHfYn9#T!>dU0>jr;wV#!Bx^-mXhc(r
zSI1~6QjDp@slUcI{kl^spvq{=D*aMCVmwg=jvZ!#ngzjqOweS*`IqB1+U>Wp__$E+
zR7Opk=kv69)a3j00%zJh!RVPZ(!^aeZzZ3hZ6uP0m9{>nkYQ-rG*O#^rQ|Bp=AX>8
znXd(Qrp>EOk1bVsg{a+W^V9FNB8=9ZHt!=@98v{kJHP}rb%H-J!OBo(p=on3lUa?)
zOw{hQd7WlfR%@+jFpX#$Y}jaRutsAlaolNhvN3HjT8ZRNn}-{1o6$-nciP;;l+kG2
zY4h1zw2Z2tP{*5~=0WfX6O_DU9LAcUI3~e?CRk&G->%Z6DsAvn6Kt2DJ8gch{m$I#
zsHhNieYM{!FZq`?hTaI_f~jjIoi>M>%v3?%6;A2|uQNft3n7_>rp@b3W_rhhD-<^*
z+-dX6Z#6TcEsODoz(XcERgikXNuA){CKxZbHzc#rw7HMTEJ@{h)6bnYmuhBZDb|XX
z*NCR&<3?%Arx{a;<4&8W8$XS<%q$?aQuZ*Or~=1I{!3dxvmlslf+m}$;DsirZlgWZ
z1oN#w;R$Dk=}4u<6;ZnrPQyQSNLE@aN}&-=DdvvUQq&kziQ`T<OVqT=Xv=E++MZ}U
zQ3Z}Y!m6HOr&$pEtqGcJIR7+3@k{!k++rYdt@WqjX**4nYd<P$G_Hucev{wJIy$rz
zE!K)sXhc(rJ9#{VB-@Os#Hruxn?9+gRYqG@>zCqc<B2M8Z0pVHm}Wun9TPO!u>Utf
z@k>gvf#9bj8r~rr^9;yJ1mQd7htkR$*!^_{k65XRwySH?+uSqG`Vr!Fl~LK1zV?w1
zOjfEOt63(f_u-`ThHi(PZ@OoU+;!yy6}Y!Un*O09#c0dY{8E>h<WxcG+l_;vyL=y;
zU_cWkvry}NVtP@$$xPJsU-?yhp=MT=WUX*VBbwIPq2(+~F{Tp7y)++U{50CKeBaM^
zj3=tV&lx7DSr9zM1Wh))Ps(u{?V%bpyRCisyhOJyoa@RyC;CE{%a%f#boK?#xo!tv
zkKz%W(6*?EyO+^+$EzLNB8g?TMZe)JBz(tXKclB(rb*Gw1@ef=+K)vN-WDB(hoO5m
zCTde~PKCKZe%-^B`AK#!dS&)Aj+2Z-+oHRSKH2|f>BEz-h`PRC(LI&-=Q!@4A5Mi$
ztM<#wBo%rfCCc|pbleK<;iV#B_3SHtcCe1hN}~{c_#V#RzSdf(QB{S+aBm$9{zkR6
zs+Bj-RcJ)hn`(z^s*T1};<z_({-Oz28LhiAxY>BA3fkH;LCu2Tm&>&bCYz?<`z9!U
zNym8A1WRpjqY38Q;G-JUT1k<c0j91FF_F^r_CS@R=+s)#=rMlu_M6m!fQjxXUgB3N
zsqYrajQ0XJgw`w<Zr3_$Q+b7`-8IXmuT<M^t*AkbXlgL`Fiq0ayecG4{dfLQzS)?@
z8&8Zw6&lxA&mX4NNyb{D)%V#R-Y%SNtn-a^nu(-wjdh%{E;R~?RzJYE{+Y3^G+K$|
zu86+bCWWdpT6abC2UB^fpt**dpyokvUlWwPq%r%Opz*0G_>W~;@$pt0G(pb>|7wC-
zkJxT9K~tBUf0>|EzNEa)1OwLgE)$Hg!IdVMW`m1OFvSM*O|V9S71LYX%fu}KsqiYJ
zaxW84I5uQIMuXb1YBg0Iv$vOP`5HChDo0U#fazGOs1Ut71ebkjx|eEo2)4*a(}-gZ
zRnvB3+9syXt-Bd&T4l8Eg=etwR~7hst?^9ErS@`7&}75>=lG2_#RO|@<cTKe$pNE`
ziqKVRis?WxDz6ZA{ZW4RTF)^sV<}**7!?}P6e?A#xh&q8N*s4yxl&E5jMlwMonSms
z1%9smg&D_^3c+8Rpvk5wc#{dL+i0)Wpt(xrna|vh<9(-m=7CGDDqOJy(Np&m^C<`s
z@1N;hu`bqSyFM5r*IzEA_2c}qPdAfsnij7rNiMV8!%{c(aOi?Vv`zC>Um?-zkMpgs
z`a)~2)MzDAeUh)8ZM2m}E0O9;eC-6Itx;{2p1oF7Xk1hA?-|dMjI~6ouk)=v$C?r+
z->CI#%$tHInxJGU^)bo>#XkuiXo6`rIM@VJY_PLTlS<JQ2TwI?Q19G|$h~v>foV3g
zhH45H`7uT0#{8qiwAa~YEksjrNTxKFJjGP2IqR?toP>}cKjp~PGdF`@Bzo}5rP%8&
z)-rRF&3v_lg=Y9>aF%p8|7LKbrl<}0xq77!{@{VJ)~u>bIZag3)1bM{u}Nw~zQb0*
zxBGOpph-O=V&`Tscm1Uk+9!z2_3ae#)ZS!$RqID@R<__!_`dB$#-%oK(mZz*_Du8H
zCcmJ`wM`4bw<4V+<4s$sDJ^-ns;YEz$uoC)uR#k}N9}~%nC83DE^fSI8{jo#tX6Da
zCAUxosT-FWH&j7he|M6+&(xjCkojL#ReCfSdfG?bINGs!R$bTHh{4f@cI(D;<3>Q7
zXXX(^xbY!hKc_ZSfg6`NNe(k^s41$+#*HMcSNDOS`)}}TV}kESytvW#A99gy3O;9z
zjT@qhbmL;<hAN2urjz8av;^VDik?tam2PfX<4Q`VZye^>Jg%;5ZKQ}Bds;V6F>a_8
z6Hzxe-rz?BsSQ=&Mv9Z<KE@4`A>Y6^Zg@JSm6iH#+<CoU8}Ysy`QpaG){Q!2tXAAo
z@8-r?#tl{A#-E)eE3^bQL%vm@s;U^{Mvd>rzK+d(>bllOrMNNHx^c8|L#>z`ySdT4
zpVo#daAT5_q|6Ugl*y3uALB;AxY6jlv9i>!jbXkUwc^Gp){Xm(v08CP+|7-N#tl{A
z#-E%d7i$U1Oop8Qs;WvSSLO}hjXfNjU#aV6-Vis=vTht^+)yj#jc#t#?`!4_O_k?y
zoFqHc)MnTe+~2sNGdJ^w-jCG*Te{e<jeUGK+Qp4@>&BhNSgn{hy16mVxS<Ma;{hkh
z%Z(c*!=~UWRaNDiMhW<C{PQ~BjS8(nGj9;1A<w$8uW>`Im^Z|Dxt-s2`dTNy3dX#l
zsWt^iIBtBRruLB`&OePCrN)gU-;DytjsCtHa@)J%YU{>IW2{!;hj7egM%_5vxFI$&
z&HUO)a-MO+WY`p3s;a6=<3^hA#;4c%wXs-h(99d+Mul}_595Yfg&)Fk+*mC?;K96M
z-H3JEcw0@wcilTRx2hU-LvE^T$5`O_@GtdSeaIId?zBEE(L~*ca2y8?G7gA=)Whvg
zdKak!=KlR+lY6bs;ZtjD?pv<$Yv9^&?mUFE&SpKpWL;w)!g2Dw$GnnTAHo^tWcrb*
z0dnB^7n`Xma-+?($YiQ92AE7qe`;;RBR11p)J*C@AHs1m)t{WQ58*uEBy+h_?N!L-
zAsj6#PLyf9vLq=v!9^xmD?SliV1n8z1XE2=`wGF+O;CF<!9)|(aYgV*6HK#74K=|O
z8{E?blWcIu)l${=h@dI>g$V|%w#@`%Z1688=-J@YCTNazn}UBZL378D_e+_eE>`fW
z$^>-@Mes&~TRxVX-SV)9S^Q6;g13wb$?RS9rr<>q^=f&$nm!lOVsoD&;!3%3qT+Td
z9)mdaj8U7F?JrR?!%<W0-MPL_)FdnW{3_o(-pV#RvVfI6=g4BL>=8%iS=nl2TRsUt
z36*cfzi^_aSy`b(-4KpiX~nahsHIkxEKzR_M{Tj<qn)UYR(6mhtF^L$j;zMYzPXYl
zCx(-Zu{T5BMI5S5&&oDAvUY3!m?LYmvb!b8&v`(_v`~sQU+zRrva%~2S-h3ab7TQ4
zJ4=%MRXE8sD^3vc(y+MHiVt;C$hWdRCF%v?sBKofy~HnPi<Q0a$QrHeB}Z0kW%Z7%
z#>(z>WR+I73fY!-!;f8g_6+@MCu+Nmx<I1-AsjVeqoz1fW2|hvL@f_TO|#;|ov0~R
zwznfova-%A{DQ|@*%oA5jteJQW5usHQ7f&i!I70(+5L_z-^y;2B;RM7XZk{$6)$$8
zwpiI^j;ztj&Ua+BRyJ9Zyg8g?yA_X?s8^e8V(ghztYhw3SwE5S<0SHATZ)ynFY+rR
z$;#e#Wbszk?8pLEw%(VS>Fl=%wmc&z=9)*EjkiL?>%!tjD=zlU%WADG-I3K;*>p!%
zX=NumvQjHM+>zy5+1|*uydG}XN_&j-ZLweKQY-t&k>y+2D~>G5${HM5yp`SW$UG~%
z&5^ZRcW!WGZB~}+$XcxILPr*`>7DAxVyx^KN0w$~2RpJ9D;tDti~ek^HcX8be^rF|
zalb!V@!N<)GhmyQH9N8vD_if#8m+9xk=0t+3X$1<7jLirB~HA6m1Q`x7%NM0WS*6c
z_hqKv9q9=4AngDITN1;UzZz?}n;$Ry^{_7r{lb>ocyBqfd@E~mWNB9R2S=7-Wxqz|
zT+<q@xZICwj$lrcCb=kl^=Yy3(xT%XLOjN6o7E>t^25Vs?N&T8+AK&>G4t$JX`q;W
z7QP0=Sn;-kaN+Iquf{B3^{=4c@>tj`-irSeZFZG0OS1Z3iP_??S&9`ejW(NX%+jnr
zL(G!HX8Be;J=$!rF)OwDF=DoN*sRiu_lq`rojRaOYOH?y<(O>_PYtzJ{2pT4`AwCq
zHfD`hzd_7?8#ZgP;<eFc3yfKt)t8G|PS~v7iZ72gi#KMT-9?-&X8v_4#)=c8&HhPY
zDO<qm4-m5*;ej1*#k)nDJ#EaAto{Q!dk>E>zkoQRN|qZl-HWlZT_<MUA7ieHHk+kp
zW*bx@$~k(SFpn`Wh>ktN#IBLe!5N}-A7ehziLEg@C>pEkMu|N%tXv*GO&t)H`5Th2
z^TOo{?@HPnS*=}6zu?GftgOzFRa)5^M^<WOm5wam%C2!_X;zly$Wp9qmLp5DvLs|Q
zbi557?L-M!*+Gsh#>xgdGSAAs$@PmL+R^;Yk%hK3FFLZ&-sX>vEVRM72U+O*ztVQL
z@~_`0k7$RV*fu}k&6}-w#oh9$Ee+4wz2?vHP#zZJYn4UE(2`$BOBQIWp8EwcTN|FY
zF*_w68=())x}{o%m8A7o8{>ImbW3Z5n^q|1!%kX{;=z__p|swyX)W$4t<7Z1{U_sB
zC}yUUR<@+&h0^-arZujov{t%lwcD8cJ84OKZdosb*%o@XYk{2Q7T;f8=-0}pSZ}!@
zH2h6fz9}i1@4(A=H6u?e`AJ{1DpK=XUnAqyv03J8E{W9S`I;%Bk=K{`ub-5+67d?G
z@Q(^Q?T`Q6+N^-0hwJ$twr)E4j$WuL`jA@>?N5wuX^rS9t%seo9>s$m+P|l?HcKHx
z?ccw{9I$6PX=O`V-P^yXv{t%l{oJOtzmwKMl2%0fyB6X0zs#?dPqFUS{*t0?f3cT^
zpy?S;`kGadn&0}Gl1R-mUvo*MCePPQ5lv+KN53NOQ(p9G)^I<+RGgAmj`DUfd1IL#
zE~ZOr=Kb2PI8h2~-%P3BRkYFH&z3}ZnG&z}Gw)a_{&nQr(sbf!nz~i0?bD>?Q@1A1
z(|O1qi9MxWJkw2nA97xzGo+!Bp*B8?7q0BKWa`#F-Qrzu;_+@5dBIEZukl@yCs#dW
z+@{5e7!mSPr)AfEx2(8h$+f)M;)v_<oNr_lAH3m(-Fd@MfV}F<cgye^B)FmS$RscL
z0y0yo28p_XX~qlIat$}{STLzAKleM{@-#5?3s@2Fj@rEi3z;;wkrM88B=25hC2b*z
zeZAG1m$_eQUl+A%(~jQXJ;(D0{)^@g&{X8L=;3$Iy-CePybE=a#4#Q6KvONemoDOc
z-U;D}!o2HKm-b!r#Y|pd)+{Axmmt4crT0$Fk1f0-ZFthuVB!9uNY7hILBx+Dlu!M*
z^xBWTqG7g?nj5GCt(LdcHNG~$>W)77sr*PoGl}7VHskZs{m6WGqel~J;JvkDY6Ckj
z0uAW<#N-uu`X*rg)k8jOT8nL3f0T+|CU5KOu$pJZYl44%rZVy`d0EbIek>_tcw2JC
zm{U$X)SFguctC(WIBi+c@b+oTt{F};vxm3P?g`UI{(a)I&eNA|PkyR%x6^rb&$tXy
zF8i!#=+SQtIV1_YZ>KHWK4sY#6T9|#J9)`7eUeZ7wD^<c<+F$Lp1z#nG1Hc343C}0
zr@*x3MZ@E!Ex%@XJWZAG%#cG$rOLj-LGl@ZY``-j_@2K$9*gxK;csGKQF=~xM&OKd
z&YBU($eUNZFf+F(u&}tWC@?oOkeOYSm01u-&kdv(6r^7n$kWexb1%)DS0skTnS66V
z|E8AA%goHk%m@?~rO&%;TK2;1qCj?Tpdd3n<2;EMH`2sB=gQoo^pZekK|x+YqDf+O
zz$PfEYc`oB`DBopfyua}Bu)Rf;|<R}#qjH>aN5a6KGpJS%l#)9`Qw%$`-0+3FFmI)
z(<{!&@%VdrvWfTB|EE-k_vNG{f%jw8$K$qM$3)fdkSKXb|DW=isC<5`a{RxR&a0D>
zq#48Q`2M6MLVoz)EziRLuzpwlK>Oq$7(Z05M<*poal_@`I4Mbj-lc_kx%2Y#$MU~7
zFE1yD`DSw7LYe#u=Xg2kg+)4R%?TWOav)yfPtPta%+6g9I3n?gK>GY5CPh1GEzDdv
zmr!o{!pw+xqmPi;@`!7XkZI7y&B&aWlU|Tsl%1C=apf<ZE)j{}bE0lMo9@M$u9+^~
zWRLJr6b5qhiUR3@++y)fC*G+G^NX$wWERd#&(91LW?o*LnL962Tq`Uppj_Uh^o*To
zJ@5KUlEhu_mO1~uy#0SDpa1T1{BKYHfgf1U&wNk(zkZMY`|9J1@3G%Ks^1-G!$(`D
zXJll{xJu6n6lRwM=4CO?SV9yO211L8Kv7;GKfRzZGf<qHJufeVVNlE}WI=jSCh}}E
zOgs}?MtVA9NESb{i?O^cGgs{AW-egJAZ7^7%gfCOWTofK59G~fto59zj;oNW*U^_4
zn4ec%5Xi`0kX__Etm9V3<u2G~WtOBf4P-B*{F+R-*kiqE*}0j4!!t$)Cg<f8FU;km
zH!9!_@&W<xoXpICN9N?6S(KigGge+nqkmINiVB!O@^Z&qk(FJPS(u;BbYUhwT`Gna
ze|1+SY5WPrhMTW6yg4fTFB@*N+;5SIx88E*6(-znxw6EBN89v5>E_PQ&dn~m(o3J=
z>EAPpO}v-?KeaxdzjoK^W6Lha`@OB#S=U9TyPpjo`y=!5|4Z$7`7Y*r!Y;=9Py6Eo
zQSI|YRQTUb|Kq53{GsU#`GMu%@NedKb5wa(+wf(XSLS5qE-1<hOgK4k%q8REy(z`{
zIob1M7DtyDIKn$OH+^nSra#@A+1proL+&*F_|UuldwKZ(P(J_N<@n#8{z*Tup3nZC
z_zS*A|9$mw?f2N<5~aV-hBsJ7?L|1F$jQ4Rv@`K!u|BV8W?o*AQA{bw%g@iun86`N
zN)A`(th}5I);vZzgR>l>pP6~36`aGeCMWak;ykYBBo#WR@#b^oKYhMl@x6jfIon}O
zIc6NjWT)qxnv<7aROn5WlbgW&g1m)#xRc2#&f$fgH#sl2u;_FaT<JxqSt^A;7iQ%Z
z=VSzOGZ(R#;!H_Pq-Q%Ge`$Z8B#^&SPG1-Ef0qe{Wg=QE|Hz-!NnH6`tpD;4%d#`r
z(j_M9zAZ5^BQz_Vqx&0s29+2%m9lb5g@fXUP8((iWX_@jbBpKC&n)n~UelYHn~_qG
zIX}B3Dq%Y-73Hx?%wC{ts(g(nyQ_aAy<K!Py|6H|peP{Q*?_cTW`?PuX#Wc{L;Ksf
zk%_DX%~sbO^wAYa;tJ0C0!Psq<W$V7cqK^_+AE3&+VDurS(e8~vHW#o-y44wr62i*
zi67!VttQ+XpL{b?|BelZc>89f|BYq6<*Sx^zGd`Z*zgH&n{bG~dB=o*Z@JO(9m|8>
zHTvBx4|vanLyWHf^uo!e!$|cPu>a03$Sky*Z|$63ksL{Sv#w-+Za47kFc>pM+4gE?
z`l)CB?)sa_ug?dD!z?FTzGd~lf8Xe*r57y7WQ20Kn^(;L^8@m+AU$_Mre}5M_NdIr
zE0+Ab8F}VUeecC#($hVR#2oigk{Yc0(D2Z|8{TF)$LdeE?C!6+*Q>*hHqv89Ar9=!
zUx^xWc>EUQ-};XYM+Oa7TV`4Psg^z0;qk}XDvtDte8L)hlE0n#rO~ZppM096@f$ud
ze9>}}mG8IJ$iKGXp6fB3d!%1d0b!M9vs1rJbmQ3dpPPIWKQnyDvcd8Jt6y%pv+^3J
zOu8lQCcXZahgs%W)>tmK+*!Kw<qBr&@zXC&x<!_imTy?@z0K&qvf-VjJ2x*c$0qB2
zVeS5Dxz|@Fox?0=ShiVxzpssc;5XJE%l9nL-)`gwTK>{<gJtwQGcPAIy&z(anU}XP
zKPR)qT;IA~*O-N}uj1~EGb!nzqL$a|e%;E;H<$Q}E{>Zh_i9eh&B!e2)q1D)*-Sv$
z)?68wm!2yJmn;%;GdY*ZUX<C*-=6blrYtP#tq7E27ySs>bb9rsdpgu#Ue2P-nVGB_
z<VZE5Ce3MXs49E(qnkaOn9+gE+zhu)cOe~)MKa<-wxi`dsn;aroH>^j<M;TrFmF-j
zbUobOS(&2y--65{V>E*U@xr)~qwTsXbVt!G%0*+nc^tvX4M#R}cI9>W;bRZaSm4dz
zfJdD4#+)8H@)>h<=8-4z=Y=I90c$TwA>JD{d%)m9dk*x5d9(R%wl{mOH+#M}JJ*|C
z;LR@bW*2*Lg@J3X2^^X`GB9F9AbsAv%={uRG2kU?<M7WDCr#9kf44kxya``!`LJc+
zWFybC+-`aGwcgcUfE2GaDZV?=#5-n^;Z>GTTlSl5<S$tMY>EjVZF$kf-bLQU-n^{r
z9CIVJaL!mWVgo0i%u(l6nchVKZ#1WP7i)&nb#sf%QX?Fby0LQN&+&-wt)6A_*=Ct|
zt_j~@xzTdPc}D)K<(HN_&qr@@gtAw^o?Bqj30lTynQ)2ayO#H68~JCJKe^O|O@8Lq
z2{W49s5z&IqW~{ccl#GioIZ_3Z9Wm^X6MKOVFp{HZu_F*!pw6bb~7x|=Vcel{g{dL
zwHbN2dJ_ka-8{m#!;c`6xve8HkMIV1i`Xo2BRi2{oLRth6$;OpJ|~lDmo3?xx$Lv%
zq!*W%{xCPaFnit{vy@9roO8|`opK6_xt}iGU2ohhk~{Jyx|bohYKS;}PHyHEb24)>
z%`K|*B2AZPR(7)y|0A?d{-IA3EXtFI26V?YlY9JZ0~0xdrwPQrxJbn`*=JG5qoWL>
z<<?qvvXacmos`MR|E%JIUR`i>(YftJwF{0!Y&LZ!wT0HtvWnlC_ny~-z4iom7dyg9
zA|n2ECPPQvt)^s6;-;0D7`k$fkLw{LbLDeV>D~V1lXoS7?)KS*ll}e7th{d373qR0
zufN2IEQ_51wIGhu&d0){jKoAU%&aM+syK62o|zhL?*8gHx-Nf^y)1;I68JuQv&J1A
zka`-;9iGDM1-YC{uqHAInKqK!Sfi}}6ec%+Zoy@?_Ek07RGQxI8Z}xk2XjmU&iK%I
zGUNOLZsRaYuMldznoiV1XOL>_)t;MCdWngPDzH=cyYjJH`m{@C`obURW$!tCPx}9H
zDV+2t6=&y|i&4gpSBPCnzlTDUhHAu~i!F`}e__LIla0Le6vMWsJg*Ux_qf=$!7t23
z*K2#m=-X}lP-;H&+s*miu~!+B>nzt;`Z0U{)Mo9YwJoEQqD4K1YyU(0_%DqAo3Ah|
zDlx2?Z>ylkTzz4SwSQrSiGO^B;pa)aW*=kypKa~$wH$2MpMFj~e@gjJ%g=8>$=}95
zCn@*ZWO%Hl3U~5P%$LS~=>x{@CCjfZcVeolT3dg2*n0oaGWX_PtG|4ke{?>(+J9>P
zL;DtMKj=zR4^u36x&CbZUux~v^kSdJlgsj#X6viBejlob8OO>M^q6tIOioin@j^85
zj~>UWXfhWav!HTfh4Qbo`A64#NZ)St(f!h<e~f!Ea+3E#_VKnq_hKJ^DvxHFi-c?K
zd96I&Eq`g&-sE?DIBF>UN~@2acdUOWx-+=c9V=VSD3pF<MEXZl9{;lCdK8M^zLWST
zoXR6Ac?DOBUC6(9+n=KQrS<Owzj0jeJkRRmeZA|AUq2}}{qFHyZ~XYBQSqncEy$jy
z_kbeP5BXnf<Hy^6t&PGzHos$L7UvdaFU;(gLdd?o7yFPt#ipBN$3tZLC(2{U`Lfq=
zyelqDUyzv?Sim8{n2f;q3?9QN$j+zYCwN|g7x4T$E#~ncdA@}Wygt!4HjC#2^&!FR
z+<7_0*m@kK7kWi3@Y!N|1E*x>7G_RKFG`=uqd^R~DWd}3oFevqCk^s?)v;Y4=n(;C
z>E=l-a=3@>4L^Ox<Z0(lnR?D}Z}^Of)2D(dGv}N)ai$3Dr#YgK@Z__mPd{r$Nb7_`
zF+6XeoU(EAhkYi;{+yAVG-x2t`^4$t+sW}K1+vE%Wn~wRnZUu##DWF-_;=wsdL)SM
z$RkHyJ;=+>;}|Z#xX2smu4=tGQbUwN{{{}so*#(omQ-B!NKIN!gLnj-T{U%_88^%u
zHd4+n;ztIq9yD;^K$8~k#W^|X0yB<dM&lJDjazA>M)s74$%L48V}w_v8Y=dYM^fm4
z*A5a_2O4wss;5hl&MGeAU%&n0h81xSZ5Rz>|Fn>!12bo(Wanq*@FW#`!+bXXxkZ!G
z3)z^TJ|pGaStB*SZp|GS<x!*==T4hu{E;LPWL!zbaR@Mvscd{VqfrxR8+@8sq!s75
zW-4iPU>NSjj}BxM%*oCesaa>wk29T49#@t8M)EvYP9~2;cmwAxN=%%dUc>>>$vn6w
zEp4KPQ;!>Yl1JZ=_T}&U%6rzivqA-qOpVGGU*kNIo6b{lc?ApE&-jCFto86@^@M0~
zlAX7Ut%>tIv1Z#)?6kXu8aOcC7Oi_H9!bk<pVI#CdE>_i=FB<u^l4M)%n9&$SmH3j
zoH^4@pJ7D90-;B8>8uO6tIBvcqar}S)99KYXS6vddGol9>=ot}7jV)e!`=*HQ%iFg
zuajp^oj6NIv38UQNy_9&b0*F_O$M@!KY8LgvxpLo?T14NPMti>jW8t~mc(XFJm<_g
zDHCT-oGxkh5VE<2U70d<+EmB6=@V`4Hn(ti^7JXblN4&^)LG}woH5)hmQAP^-n?pv
ziN!OUTTkz|%+cEk=JO~oJep6>EgCh_59-4O-2}Q#Mao}a`N#R|bKq_#J%Q%<-94`*
zzO$>9&m9S!T{UAo@0-NVu4Wi}62G7eYvBNH(7X?`;NbCm_Y97JYvEb28CJppM|s|+
zlRLZO;h<AGyHer!q|UBV_#IpevnF?TwZP|2@9gS;2b|H_6&sHqXLfcaz{F|T!H-}G
z{P~Q|u4?!RY=muR;TJqLh5U~8yq92{a3)_Vg7N3zC%oYTUj794o88$}2M@Tov#U+Q
zY1kb@I2}LX=kv%99-N7va0Xw!S_{kh@>2`U;j3W@<ERh51epf!gr%?z*1#RG5hn9p
z!!{V;Tb|yrp0^do!TsbrsBj;?S6>S+<lO<Su$I><c*jv*-iZ<iFM-MM2ABmm^WvCF
z*v=c1>R=6T&TE5TLyw=m+sHd718{74XIB#34AbD?oA3|zT~0Y*7Ho#?FbES@QvMSt
z2aJO|U^2|Pt+Oj1%I`f@!+v*AE_mym*um<%I=f;LJnx#{P#<vJ-Q)+~zK8w*_ghQ(
z;J5eDo+o<Vz4zl69QAwR!CY7hSHK$h25f{6uA^M=st53kI|(JV_yHRp#t*p9ABYE6
zug4GgG^{(x^QJtC9b5^$@t(IH2H^RRQyw_%3F;4C*g$-^6t=?Vr-*;D=Vd-i`C*``
zvnvH|hb1t!nS9}RSO+hJt*{7oz?CqT#m^3y02BXA|AF&i30%5~^1*i4EaB%nyV~Is
zFoqL@xEJVma1u;`Suh{o4=dqouoiv}Ti`w~Vh?L!Op@nqgYoddm#~8$z-qXxg?fUY
z!Zx`3UnnQrz+o@|m%?QD5|rBoU&C_v(^u#xa1v~W1uzJog)wZ)Vqc}4a4bxPv!QG=
zzkZE!!u?(+UswR!;IVIzFDD+C!T@{(Cc$km4Gw*iegKnN$yfMS$_ZyeIVs72F;nOV
zFdnXgDKK?2`N9>j8aBW>xDB?#5pU5x@In~N0(LD-fZxGXnEE#P!rNdC+yon8?0e)3
zXTkVWJuih9outC6U<r)<8~MSNunw+)t*`@jz*Qeo&eJ@v9wx!}VHzCpck+XaKBk;-
zHEf18LGpuvEtE5vIe066!U<ns2a~taE^y=5^aD8iALIuY!46mnV^635b&wy-{g(EG
zcl?X~1KW4tC*0VD9USHD=<0w|VC)&xPoEuKN${23c67DClK$x7ggth21<qvN9>~`~
zVGGQM@q>1BRl;uv@93%%`H&r5Z7?ooN0&Fv^QOT7JpQNH!JA+f{1#S<{AWA5YT-)Q
z3L9VtJar%Jrc<9V34RUJ;M{$8bd|#u`(X!PgDvpbpJNAKip6dQe(sMQTy-G%!53gT
z958f8*IJkcTVUW2>|h3rJ&XAZCcs-^Dx4MA(NzLt58csK4IhMcaLO?Jh1bCjxE{u)
zFfL&N?0*>c@L*U1kB8OpTi7V!;nWjc3J09cyaVIln!|T=rN9Q54_jd+`~=p*?_dke
z7(u@9TNpc&c0YoA;dd|<X2p>&tcKNa6Rd+%Mv^aVh6B#wx-e=-S3Im4gB=_`7CU%6
ztQH=H9juS1yzrKz$#0hDy$KWG<YTadH;miSRSM5OmimQP!)ACl48m)U-_aFwuID`l
z<KgHNu!DPyr(NKBxE8)Lk$j*xiSoe_FyTDLB}{{BVJWPKHSh)42+x>Ix!~8QQLgi8
zr)2VhX{S@4FnAW_f*I#v2M3*t9ZZF7qK958?R6gg2R;Fl;qm9wf8h31+5t|vkotgk
z!&V7jgxv-7quJQOwR5q9Q+N}4KKx_>b}%7}_Jc*R1-<~=;dU5vA?t~3$_Z00qnt2{
zAGs)p&%w1YEf+g@Y94m*kz(56BI@f(`Z>JnYV6<(uoMQa!48(dW_ULY!eg%`zuBw<
z7Ly;GQHmX03rpc9SOYs?BRu$e>IY7P+$;AAU=sWqX2A(J;3v$0YvEUA)C+vSocNcp
zj#^H?hErfNyt0CNf#oadU+~16iGLaX!w&c^jLq@9!z%F)E`zbHj0XwBS0R&@w;8er
z^uB;eu+M){4mbps!joVP%z%w>C2WIhp?4(x2L|A4FbQ_TG`ROF?BU_C29AS`a4u|v
zt01@dz2{&6#@&KFJQJqDB3KIVhBdGmHp1<&4Gz5(`!TEsU;wUwNpL$%gF~yRud$wY
z9888YU=U`(j$=IUMi@Jec>?Ai%X$Y^!Zz5Nz`PGT;LzLX|B0+WU<yoy15V<40OQ~j
zFd2@$opj*auo`ZY@Ob)1HFm5M5@8J2u~{(d4C(=v!xmTzzl9yl3;lnIUyQ$@P#%{!
z1~$^Zi(n8|!U1!bpI|&3bO-6fM3@g}!AjT&>);;0qC9Xk?0{)7kVZd&N$^&f2JeQY
z@D*4C+h8Lcc_;M^^P!iH90uT^yRe5h!8EuAmcmzH4eWxAFm5&W@FwWZ^}Juf0G#w|
z>J83@`S91U8a@c?-~l!G4UdH#um%R^(a&Hqobns$5$3{j_&Hn)hu+ONg{Q+HEPw+t
zu!C{%BbW@m-;yt!46ETxSO*(mD{O@w@FN(T$vA}xaKakqTX+X7f$L#4d<oXU{`XK`
zxDWK^<0lNjOJNec38ukKuoQj>YheF-sV}$>Y=gs~w}5to0eA*Xf;Yl6_#iBW-tVx7
z(_k|!hC#Rl4#@JnyI>rA945n8U=|#`mVN?Hg|%=tY=Kw7c6cw0$tFIGhhM`KxZi!$
z8yp8K;Y3&qSHTuo1KZ)JFy>Oqb3gWQEKGs3U_Q)+mGE9z2iL<^_><pL?{I$@dl~fx
z6JQBUg_~dr{18^df$Ok`V_|9z;}e#^0$2@Kh#szmt?)J20k^@}g^bS!NFN>pQ{nlr
z1kQ)ma5b!h8(}N_2zJ214`QE7eZT}54^!b>SOUvoHGJ?P+66YlcG&-6?DDv-zyvr6
zrovoU0$0OoSO**7cQ6R|dxZMT_q+>W0?dM`uo{-YW>^j1fOW9{AMh8R06Sn2jJ@3R
z%3uP#6{bROJ@zmjR>O2y2Uo*Z*Z@1=%P_Wp>k3SO{T{_0j)5icQdkXdf_3mt*b3i)
z9q@q1urFl%zyvrArozWz3H%yX!~TzB4=2G^I2U%nd>C8AIuRzoJ7Fqpg(c9d!ye9r
zb#OIogH6yY_Pp0&0Db|J;J`mJj^J=u3a^7}VKr=qkH8@8TTi_&^1K)r4-;VuoCWjY
z-LM)C`V;xW1lS7a!wy&kW3OO7h6(Tum<szpf!{Cyt6?r|6g_N%{hq|{68a?!z$BOi
zSHLv*0W5_FG%)_*3$Ph(he0@V1LOZn){`&}R>EYs6=uP-M)HLxK1IH;6}G`mPh)o#
z^XN0!!Si4;yc=f0jj$XJ+sL?w<6#Rt54OX{VC>bzg9-36m<mTcOL<{Z6aK;rVIy1%
zgD|F<e6OK@z&Mx#li^h`3qA+S;lY2VonQ-Wf$ze0n7D~{x|Z<<li)9&#}1Bo0XrD`
zBL2clVGDc=w!>B!a~<o`m+%*+z*KlCEP<O~4Qz#tu+PiX6HJ8OV*0^f@E86Krob;?
zKJ0{*aPTYS3unR>IP_KWg$XdG6giBCIWPsbz<l^Vtc2~b7LI=nd+5DRzk(xS?DdRq
zm;ld)sqivb0&j%Xum;w_7T5~kg&nX1#@@iW#2eVd(J&RB0ZU*OtcEwhI{4a~lpB5y
zy(ReFO232|FbOV#X|N5Ji~O(n4X=SM@Lt#sH^P{u*l#9Z_z_Hn$Gk;<h7GU=-tad4
z8NLF8@M}1r%<~R<hx&#`!en?N%!0|V9HzZXzVIs80`G+F@M#!xBl{B=4@=)8U$`EY
zz;|IaOlzaO@G95}Z-pK3Lm2o4*A18ihyIQ7!sB5nOo2791~$V7VGzCv2b5Dz7zeZ7
z$8We4X2Dgk9PaZ0{TdE~&G14Pgp>Y`-^)0+gz+#3roeKT4{w8&uo>3E4%h;Z{fKhI
z5*T|E=UOlU-Vwxa_!umO8(|H61vbL1unqR#LOU;Keu4p*2$SHYFb$T#Qn(7%z;&<@
zJ_p<2htONWIvNJx@K3OZi(ne8grzWHE9HjQ!DhG#24O24P{FkR8Rdq9KBwGpILwEy
zeL;J{1KMdXI3Kpc>%S!5mDs@m+zgXo5T?QNw~;TL4{P97*a&BQh2QWx=-tdZ9>&4F
zzNWq4!7vLx0L$Tba4kH3JM|5#VLQAJ##FK|g7L5erof;61Ha*^uo7MdYvCH$0&_d)
zXYg(q`(K{-SC|0D{1d<7Ojrunz#1q&`q~I{|3!Vl^>Dx{=7;a_8xHLxUw9qNhY!L^
zICuy31t-8(I0JUTcVO%-%mZEI3+H=XU1@L;EQRY~4SWeU!oK{HcN;tcdbcueU;vJi
z-zkTez${n=%i$JS3-{s|+FM`%w!>p!Ocm>77!S{bDKG=(!{5P5_!z8(+h7Y!+Z}sY
z0Ap@rp6TD!l>l#psjvf<z`lEQbydTCU>zI*TVV<GZs)oQ12AqtS632z6sE!VVJRFu
zkaEN0VIxe1ZLk1()m)EZ0DcCO;C_R!hr?khJO<Xl2Vo;@gl%x>;I6I#zhvDC<6sg@
zhBILn%z@?bI=B{A!)ACt48rwrz#WV?7zbNnG90xh^#*6bN_Z`-g<rr{n7kK$|B7`L
z48Ut(61)kf!Pj6Zyp&fE*T6Nf5gxNQe#2bo-O2h02H@y@$rnz5S@5*|$QKsDTG$L*
z;482luKzi9cX6G7N$~Di?BIK_9PWT?;o$u#FB}1b@B%nsHGaZ4_&7|4?Jx^&K9GE2
z>`?NB$G{diAGX64Fy`0HFEAc{2vcC}LDUyK8CJqYuok8rLVdw%*Z~(Gir+QND=-P(
zFpPZRW3U{)4cEf>!^jt&2isu*jQI`M8yFAkU<$l`IQ<j84r}1Iuo3n<oO*`ip?5dw
zzyPd-N$?Js2A_kaFkuAw!Y5!09DD@+!U-_;x8x5K;0l-uAA}`v-#EqvJPg*sM`0^`
z26n)GMq<B)>k&+VMKBevge9;UR>N0d9h@=>zeNrQ+`}{k<KTWr(oQe|X2E1w4h!H~
zxMnnd!ys&jH;f_QdyyYSd0{(DgFofn)}`>oqp^eKuo>PBgK!-j@H^&B7zbmHAzwHf
zX2BL%4Y$EMICLE4g%e>1EP%0VX>XVSAAzZGD=dNAVKvM;mUa?348p*1<a;02M;HfZ
z!(^BPv*2y89M+vczk>Y|C@&lV+u`&R$@hNNDKG&(22)`pEP<cFYB)R*zhORXg&)EJ
zzvnuA68XY-m<-Q_S@1?!4u22V!dBP}`;NzNI2I0AN56&fa63$a2`4ii;Hj_@X24o_
z6KsKvumk=b#y-F~B}{-*Cg3-`1eU;jSPiRT9lRH|!baEu`<#OPgRE0v0=y8W!pC3<
zY=+fvGpvI_*b4Vb!X8e6frmWrVweQ4fNAgnSPI{THE=6zgo`H9Kj9sdD0eOEK^O;H
zU^3iiGW7;;m_oh5_^Ff|o&j6nY}gK$z?g?w2g3w7;8gsE!(a(K1y;jsSO@Qbt?&uh
z0l$W^k5G=&u!pfQ6;6dE@ETYRZ-aHP2DZW%VF!E*#{L0+ld*^I!Zi5P(<wJhfHiOh
zY=#fRAp8UlSkHWY2IYn|Fcm%xOW;;m4fj5ieBmV63bSAbd>h6+O1n*?zTgm;1xLYh
zcr08C7r|zD4-CS`;DE>Ie=rVy1e0OE>Da@)U^zS%u7wj|Gc1KcxDpO{obe6g;A1cu
zz6G=3=dc`lGq8tAuo?aa2H|HgrjGG>7WD;Zz*LwIOJG6@^#v!vMwkKHU;*_0NIk*;
zTnCe2JxqiB&!)cNA+QFfz($x0+h7Uw>WL2nuo))7k6;>Xhox}enb^a0*bE<p?eJ+B
z^C!kRjEC#a!Eg8&EP<`C8h!-ppf`*5f&th8$HLer*vG&GcneI08(|52A6CQfU>!W{
zT<qa&*a7Fm*e7WRm;mpAsqht80^49U+yU$0fb+12OJN6G1!EiNXD|WIIG=LELRczt
zSOXt~jqoej22V?+-Zrq#gmG}d1++Ju4zpkxEQb%lweWxo8J}=CY=;Rjrjc^Pco=sP
ze#0VI3a^7Tum(252Vom*hTc<@4+h}ZFbO8i#&38bEQL#94ZIIF!p*P^dKY8=H2nw$
z;7XVbAB0)(30Mwyz_sw_m(boY83y5eC@<Ar3gcikOop3b7W@#F!)<Ua>^}#47z2aw
zG&o=*=KwGc=E7uHna+F;?}wGJ?_AmoUI^RZ4bXd*^kD#g1C!ux^C&l50xRK5uoiBG
zEzrxLzTtx~_Br}1On@)IRJdCv{RAEat6?#0gfGG%+ztmcv7Vlfzc3pn!z*AG{0FRt
zlNR7FOoOek2zJ0jv+%c>`$aGbE`@1u6)c6dum-*Y8{t;i28U-;-anHr48RPS1dA@k
z9<GC>a0je`gD=A#9st|mk<i=3d<_F|7EFRQFbzHjOW_SU)EB%Tw!lrW9exaBp7*??
z7SccA4449E!+f|JR>H?&EeygIxE;2`eR8pXfqo6+;Ttd&egaEizdY&<rocvcCk(>-
z;eZzz|1b`I1C!y1eCit}!*cj5xE5}N&G17QgxlbNmzei2#~vOGlVLW@f)B%T_&i(-
z{|cMoS1<^N7hwM~>k}9UuYk#L6U>6!U^)D0A@(o;o8ieY2&cgTEuMEfjDu}38ICT(
z9+tpLcq6QZ4X_2a!gkmRWB$UrteAR(55g1}vxs_wOW|5r4V&SgVG#Dcf_z`W9~cLZ
zg~{-5Fdq&oAzwHO*22?Z3%nV&!~0;&t6Vp)WPHF2U>a<IrSSNx=w~nwHp16n8=Q7E
z{p>Z$0|W35m<0E_hJ0Zhtb~(bEqn~N!Y0@O+hOeMl<!*dg$Kh_coHmuSHo(!9@fF9
zVJmzacECNa!~PAf$1nk=z*LwHOW+-_8vY*E!I;I^!*bXmdKmjA^;L>Jybz|sHLwJ3
zg4M9!_1MEvuoY&&4!8nVw=xfuQ!jAp?X-u4H&UN}h0l?$u$lUV`G2N9;lNGgyP5SX
zOn?``RP6F$32cCCi5GaDc7mV44w&=;@rd67OQHPjW8n3<YNpqxB&N@SgZCIv*@wQ2
zd?^37_vhK7J@~L!%&B|Do-yPnR}3iiPC4MDQR9XW6H|#Zh5w(QzoV<a2qx|ob7SAh
zd-k75LIg#h!T*n--xr4UDZYLw;@_eFsjHvv>(?OvCHlQw{pr4bBl2IMAMNTF`1%i#
z--3RmtIzQD{V4C9JJAnEe=qv|UHe(S{S@>y==XN@(|mmf`c>!;aP{Z<`laYs>?Hp+
z=&R6cTZQWPEZ=@3`ei%Oe~A8C^u5(zzrLK+p+Cy??@~Yg;png0iGB+Do6wJQ?Q?zm
z4D_qf&vo^EFV+asKbE3zLw}g7zr?p+gZ=~bajt%zuiuD%EBdjnKHJxSi2hsjBV2vD
zukW`TiUqyf4@bWj`rhoPpx+1m8E*Q0r)mb;|Its_iTzUaQ_x=;VV@bcUxR+-PVB|3
z&s8bYbOi6QTl?4~Z#Q=w4@aN!lg_SA`a!?9Uzr>pgHxC6w%b>I!ubsD$FnSZcJ|s1
zqtVBqua5BZmazRa^fl;@cJ(=`)_EWYy|hzr<7fr?zwbo94t)XX_co4SKz|MT-qPQS
ze$h_s2k*`q82X8>|JV5bk4Aq9{`EADhhwvX`YpviQR?}NsCte!^(^t$qhGaGXV)nb
zZ|_$l+v7Mt-rMN!A3}Xfym3+Sj_~94qkpfD;TcrY?su9K@3a-WE$P>Hy_7)m9ZkGx
zdv|u_z<w7v@uVNj?W+Zqc(c$~{;ad>VkY!{MN#q2>96smUyn!s-2R<iv-lkDQ+>_E
zB>LItzeWEj{)hFu)vDv7zXpBfft|hf`#aHZM!$}@Vf((n3+Mj?`uRgm{e<<qjn?#~
z977p5R~*#Y#ZtrT_iSW2`u<sy(Rz{bJM7@juI&=<&8T==O+4{;G}pm);$`wVoL}Fx
zus_q#AAbnX+(zh^g!MV-SEKKWsE=>M^|1o|b%%C#rAOG$R(mPWR{U&4Ka+Cz`^53{
z3~A@xCQHjmynXs{%|D{E>lSI}Ghg%jS2FE<qu<WsiFe+p&aQsazb<v+(I5JLtJ!M(
zWDxI|BRjkPCFx!3#FO+s_tTT{+kdQ0?+;GAsPxto?|tIECh0xr#FO-z{Pf-?-pZpp
zyN(k7c7NS3hxFIOwc6CbevHf8jv*fP({E^Wyxqd}C*ybZah+W!O1?9q;vMDZJBxU=
zCv<knb+cbdRJ_e5U+w<`IXjxWqw8R|y)H2Iru`rN{9g3Kv3Y`gMxSW<cfZ>s^XYrH
zpUxW6sU_YLH=n-OX#~k<Bl>+3JG&;kdZX5P_e1mv=nr!BsebzX2GMWPpYH1WP6?+!
z9DN#kmX=Pxe^vETj-~WR`Hs&EeC~H&R5_mZ^T{EdCx|!FO~<aoB%K#X=Q;E{q<!j~
zbfjN=Y1&81yPkALr}tj(uc05+i(c|MmT@+FLTA@hY2W^D{2%t-Jv@qH`}eNt=?WnX
z;bH{D7$QbQjEEWmF=Bvl4+t0$F<Sv6B1Tk<i0*7RU_{Vx5hEf-1&o01h{%qJ7}<yc
z0VA?CB4SX~hzJo;BO>PVeplD(nVNBGIM4e#=RD^R=Xs!e)@RkKRaL7lUEMtij;kvI
zag_zV2d=7byq5IZYkK6*pnzUJ^j4?UH$F;wT|@N#5r~(ZX1JE>Ti-}N_{Wc%0`*e>
z9&6x~rUv=61|LKD^wsjA{xCe?PaGEBeerJ8>C_*xL-d*j`a>%8x(&d)0XW(VL-bZg
z2io6<z5U_laXuZq2K+;`o4;J%olb*Mdu4+cjWmz*`QQh^OQ7pduZ{D?;8RDL$9Ws^
zoqr9F-`1x=?P+P_cMa@}$~2GPzUH_#1~-l0$>8Ez^pl`+ru)m80p8`h@Z&etLk@V3
zfjjY!a;yQLf_An~*UF*B_nVraMM$p}dbKz5_&#6Lqqx+@_ju~J<9R%OMbirzkJF)-
zIsxx|P`}%(>5;vMRKKHqss9#dv%MplUWmOy=*_sLzVRE1zXnZ@?ClA}Um4|l8;|c-
z?hR@;eSEKmUixGn-!nt?0``39KN)xM_&z&CPaEG;pm!tQsdL8nwIO=i_#WQ^h5nm)
zoJj?5$O_M?zKW0!{dG->Yx~3CeDv`>A9ilM+dRG(gKq&hjql~)2f<C_do_49_+a=E
z=wE^H-EN6-XR3L8r~bPQyn@Q{RY*CusPT)+TL8Vu_we|AOw*%w*T(N$<X3$|_<Ey$
zQV9OFfjjY!e8e;!zk7cc95>qd9gqH&a37D~qclD8M;pJ>p_hSoB%SelVu+qLekbDs
zf6e{o@jC;25d1dnbL4>c1|JUh1MQ$TGN@b?G(Lb&#ku`}<_Gn!Nr8H<h2DDTts%YH
zA$rA1kLs}s`K2O0!}&w`rD8+CLV0GAoh2c5?hDvS!p2M%^oBq$;CJBqHXVF6cqg5Y
z5BOV*d<wu{pm}SxmXC9N;(dx{E~os^Yx4K{#`kULm1%l3zrABS2B}=7$nOD^-*g=o
zhj@SVpY@GBXgo{Z7l;pP_bzHYBRh4lvvj6;J(2}G#o+yD9J@)gL;hSI7<Z`uZqBc7
ze3taKhv+>K&?|x7WpnBq-=ca*{XE#OHG%oN5_;R`);D5{QP^WOJ&J>hK)aNkhHmg^
zePc(x-qp5>v+k<`pAJrS>u)!0y-^3A2X0!w#$&_j0q}73O!b!vo*RK@flmRyQ_tU0
z8%vZv4}25&6*`|5C|?oyKJW{4K2dQhQys>MgWw5NpLYk>lQ%9<pVhEa^;mu5?YbSR
zOO8<zlRfIci3RnIg*dnKgY8+52K-7vhbn+xPfF<S$K4a)nc&6XLHSwAaVmE%_%U!(
zy%vHW20vG~uP!s4b}i-feRQtvQ&fVto)<o@DgRpVcyLqxac%HS3%Du&T=W}CUj$qB
zlfm^w_A`-w3Ao9>T=0$H=j;CSbpWL=1TVcV{C*s@Q!Vm;0qM8n++G!&zqKh4AMuFq
ze)H=aS5kaz)bwZ^cv{5=<!84Q;++Nc#{J18aPLBMeWiofBYn8}m;5b;A1B$qy<hW#
zVo<vdD}bF8<YO9VOTcdg4>!(IIV!-j!A<?S27Cf|H|YA~_Vz&B`r2WgZQxXn9Q31E
z;Md^X{$4AGGmeu{)sG6H_lm3cYj{2KHxK#kg&x8&;E#4+pa^^ycvqeCzApJwNBtUn
z3AL}MDtJ77EYQByu#>UKJWkr!FdPn^rRQT^=Tr>&nFRhQ_?964wx6eiCqGf&c$v=c
z3e;;hcwg{=I=A}z)8~Uv22a!Z-vjB3DSz;A{e|kmMt>;;PojD_Ppb!-r`iX`!DQ$y
zEW|tYq?a13XB`jZ7l(mi(v$VZ`xz<VV<YfP@C<M?PoQ13`xUw1Y2Y{nINuMU@>Igl
zUf^4CZjaRbRQs84lBd)zWiYT8dMP;f$Mc<ma#VrWfM2Y0Z9lpWyaD`Doon|k;?Kl5
zy4cK9!8?JQ^3MYA1wLH2Z>ja36aV0oz%zrmswk?5BJd*cptz(lW0Wc*B_liK(Ay2Y
z-Xw76qx%E(Pz`<*JX|@Gkt7}c!+NT|aTu+aZr191@H}sU{gCutrPfSjp7Kk<e~C|<
z=j}}Jj-$-$vt00ar2m5qy8cqRehMyE5%i8hFI?OMi8B0m68t&cj`g%-gm@MHo4&NZ
zaas_++t2I3cY&M6pLh)D<=`~l`TewpJL#!?^3X3&fG?$bo37Ox^}B_Eb!Il~OvZ1X
zbk^<MtjbD$=7Ud-z>C2j01r1GJN+MVJOg|R`7tlVkL-XSHL$bo`S5;_oebF71@58o
zVTEP~^QBcA@HYh$%<5(MO$xm{mKw0gP9f|>FRyQGL+jx;gY9^m2G+yWe~-U_-)bSf
zBO!W!D8I>GHT3qZtZ!^edOh|BkMnf_Js;wH!%Ovzc~lP%h3MTG&`W`yucW^5Dbjm8
zMDNi+eZ_Y`8?OmJPEot1f=@GW@|*haUEp_6ef}1b&$z(2O#OHLt5_$KUaK#H%QqpQ
zR|CC<we^k3q<2AxUWb5Q9GtV(;kuXVtG}kFuD1qL3y}YH@W0#Z>i$R|zIQndO*}pk
zbq_uf=K((6&r`v>tPfv5PWfRZ3H)^O_ZrO)T7N|c{4IxG>o@QlDbyafhv?lNXpa)|
zXIS|A*p#0S@%<6_9XPk2(d^LJqV>00*l9Psp|K0}{N+-&Tb=8GOxQWO0qaKc=U<u~
zXWbZxqde$Mf2+Q68|8N(SkH21DYYJ={@bPu`zKBu1nYVK6R3v@=xuzP?VbK*P#n1S
zs9j3W#xrG`@Eb2U_xo?%;Is?XLmc|&67Zeme{!%L@7n?YQ=!-E9b9LU-uMu`9f5kM
zCp`|mi+$&y{I2oGK{|M1dHDOr<WDj3NdiAi<zF0<&wf>YDpvvQ9K>%ana0}^@b=q6
zt|zH&x$Ve3vQr7Y3DCQO1n&I8*OlZ?E%<}r*Xf+>@G~bQCOh%xV7~`?;nvG!ClCE+
z6Zj)Iw@bBhk*$9?)#KR7hMk1>a6c7#et&r3Px<77XMv9h;zRxISqxqPK1Ju02VXOh
znEdf2BL1OwKGk!1us>cNA1J?C*sH{EPK8^KlASpGR|kF*&i(#Ue!NB_u~Ys;tOa(|
zH$F}IeXQk2{iGn!uGvstxwF18l@hw`!TU>OryO>+fIniv&hZdC4+P?{1j-#h!2Ygo
zCpS>f72v7hrgpCZ9|In#-N~O!^shP4+f4qnIS|wjz5fpQlZpvBakqJ2HVZr*9G6{z
za`W1a+93}-H3BaJPXYgrp5EH%?{{V3mEi9NadiPq_N&0B|F^#J$soSapS}+KXapXQ
z3(f40@H~T_{@y@+r-DBS-d*QvdF8}?7I<NV^m*WGz)kg21imr?F9Uzhz^NUpz!!s;
z>;CbY)><DZhkYLIZ+~o#&m{2S;KOt~)F1jO8ziRs&VXJn^!n*~d>@wlDM7zm0$zo4
zJ57r#vh`8GpF-Hls0=@^Qa+{N10wKB@HB92lLX>Ud!DWq{1O9q;vfGdflneoGei8m
zG2mw^7PQ&WGsRaH_`V1{4}8QYcpgRf(^3!aQ8|miiz4tc@I&C?#%D@j1%3kj65akC
z%6}?nD&jw8PkrP4IJdJy%E{M}q?Zl7Ea>Hv-d!Pj4+QKLKyL%|TGM!#7p$kRcS@nR
z;!|AT()jXNh~8U)@udhCK56^R_l4+pH;cisZ5e3ij6nNTfiDK9>wW*YYyIIUQ2o?_
zPx~D9b?$x88MukZV}Y~}zisy!&I9Qy{pnM|Po_6C((M>O9~j6#3;dq_^^NH||7U>b
zfj<QvuKlUrssDZh?mQ>8KBS(s=cK6rp8Nv$pOMDi8mwn+4dhpY{FZ-NA9meG<@I5s
z`Cs5L7bwpJm7e^`0aypVkJ`5~I3Mrsz<iepJK0}_A2-Pk_1_1<>AKYZCfJU}`xA6s
zUIo1h=zVTO??+89gRjeXs(T_(b;h3x<a^)2`o>pC;LfwwYNr5XFB$#8{to+;634Dz
z1?Dx^o=>X6vb}gD`uRxs{Wq$wR5Ds)-jB=zKiJoN|B3qVLD;AJ1NI%7KQtclnvU`*
zhMlg+$26XmgC|Dd)!?loaQi~!5B?A26{xrAPF+xYWuu==0Dp<v;r?Jhz0a#QAiV<U
zRUfNw+=z4gqhLL2t*TloPcHJC_EUZ1Yd8<&SK`mF5_Y10#&ZZ!uv4wsp>@^Y)$@0h
zANAi!`0d8Od!aY|>p**={=9dq>uk!e8u^v|q4vT3`FWT7`?-w`*1q-TeX1nzyTBI)
z`TLmTFWFBAKLCE2&Uycn{47SlI}ZLV&h64*KP~n6s1v^hu#?kJ-}r!T$5IOpvP1oM
z8~A4Ge_J&>>bka+3PgHw=m$3n+-D`d&on)%m-IkCtwVnKo`$gNa<Y>JJ6ph)<J|ru
z*pBs7pgq$sLSL{N8b61gzkaPf{`M?}ofF_rdp7?j&`u%kN&R<B(}u=ps6Cf!dgS-x
zf%Ys#eign3=e~wNKdn70!AHe51g}@DLH_ot1)l+)s{4yPrb2_-GY%7K5qQu#nKvDY
zr+`<2Bm4s8<!ceDw@mOaz#rE+>|2khIwLXZm7!k_YSGa69<|ect-Pu|-*VfN`tPBZ
z`0WPL`$^NIdWj9RX9e=z+sfRY$>;}dS~sZcmDuV)JCL0P0XuQnFrIT-L*qf+f9orM
zds6=$9@o&AL;dqo&5n9b=Wp(Fm_^WA)V`sygAKj6H9gAjbTw{JedZ&-M-%W{8z^6(
zJzsDfB3=yMI<cW~WRO2<qNjQ+2TunNx^AZWR$I-K%IRM<(7OwIrgrsVp|l#@)UL_k
z>%bo;gYNu7`GmA<A^KJP*$s`KQhWWbm0Pvz`&2Ne{h?RUv7xaK={5g0xIKCV+M^ix
z9z3U^@p?U9E7NHYs-JT3#H5DCvvsZ>n{~=v4c-wP*#-RO`$&}D#>RLza4a_he7uTP
z;z{828?2`E>EP)R(r1I$USXaG%h4aZApK18<)Ywvu(aneN??b619ph+r}myf1^60+
zALv3N8U3Rad;yIwS84gEcDdc^+S1!jRlCzav!H)k=Z3}~X`MPx)2I0TR;^R19rK|_
zzYXg=Z?Rv~qw!69-XaG#N)9KR<BR%lE%;@WpEwvC4;KXTtA(EDqK3v66gMfF9_44L
z0+3(vi1$O#dkyDyhNed`yGpe$>7_$&a<2yGy3L-T>G8E2RGc_U#soJTdf1K*#EEv_
zssMIofad_)6E!=OAFm@Ro^oNQ9D1?39qy~d3&GccqnLqwwEMKB;9Da25r=p$bN!fX
z_M;AV1mbd_o{!bn->>3vVSgStE>{A6@N)=MZ+XZk8JzBa*;BN9_}Yn*QF*dqrziBn
z)f@4A@Jk}_VsOgGRA1%b?ZHj;RSn)HLVCLgJ-^)0IG7xE$2BY6Uk^#(eZWoilny=#
z{LY~Cf#+PZ!8d@18&{q3gKq(!5tLrtPa$3m-Z9l&f92ru;FxX#{`2!<l)f6gO9XEB
z#BZ#DV>up3ukDv7fv15_(7E>hRyz1B@K!qK>rjf5Vg$%N;Hz+MPu1dt`o*(>epms$
zpP@%_V&`jmA^VQC(5r@CKhm3{>4o&yD)`k1JyYD&fgc6G9d-ik9(YbC9vh9lt_)xA
zPW+?)q<}m9y+HFr>+eqap*J0RPCr?w>4o%@0_2wuJyRT&fLDT>;-~`r3-B31<q5=5
z4S4U~<~Z^7!oE`ko(z6HxG7FDz$bv4;v@&W7~B*m73imn!P~=syHKmA(DsMk9Oyai
zzeLjuZGYtV0`!dS555T8*#6i^{(}AS#|QgD{VElFZv^{U;M*ebJn&L*(|lgU`QH%K
zo}>NaQW<#rtHQ@8`Bw!VXW$f<sfhnra2$kPq}3xo%SPFfoupLUzkr^p9@D{n;HL36
z8$2G|w7$v*?+Bhq8M@=Ix}D|ZU(7sB=PIlnUJl+D=_zjf>9uyM22Ta=sB`T(N&8Cl
z3vg5UlE9NA@N{r$hZx;{e>JYfLzWG0gX1<>z`yGQJRjTwhnoSet^10>ss2s<t{l7*
z_$WO+-^`+Rt_B|io}qIZqtsMSQl}n$y)mal&osUygFg&zs;3O_d%#WYkOO{41YQ7s
ztASHFO28+8Ur!FZaYE%#kIazNDMuyr3JrFsJ!-+{gP%?bTstEI?Gbks#$oWYbgn(8
zmjXTu9GB~X^lI90^3Mb(`zD?Xz7*UPkA>hx5qK&1bKoZbD#4!tH?>nO_+0Rjy8o7%
zu&I9H(r_O-Li!Z&)!;*e(hu;DOPSywgPY<t7rYAG6eoq?d%(l3JITM&2<a(K;t=nY
z-Wk`Hna8y{*f|J2Q$5A^!F&sT9c=pJMB4{R1#gySPM-z-JJOr#IS;%`g!Dz=?Z8dx
z%fN?#o9eL&JRRIrk9FXKBk=gXnD24j4Yfe|wdage!5;w6*14q~FsF9P0^bDQKZvLK
z<0KFK8}NxiTwQom`XcaMs6TA`1@hPSh0DPAf*Z>Z{!s*82VMbAdHLJ-y1+OPj|Ikd
za8o}{1*iBh^}{UiNcrc1Q~sv*DdO}dUIzXt(wpM93Va(l^#gzTwCB|8z`ux)e|$RT
z4)Bh8dTriJ1*iUF@-GX#2HZ3+=7Cc`Jwvyzwso9wv<Q4R_{BQU3A9fc_}7N~X}=>L
zfqRI!2lH>SHV(MYHMZr=4(KM~Uk3EQ;QnN<*YrcypD76F-O%d|yZ(B`JmgIY*mL3^
zdI$TM<1-KZ0Jy1si@?7IH^pBW_)+k1>n<u!JmR~7^S3ve%aabhW6(o52z!&Jr>&>S
zUJmqpxSvD)&EBHvh15?W=j+(prs-++sDAPW;BO$no+*Bdz@x##m5<VwfwzmmtH3))
zuwMt>CPMmnT=3K16f(tMDtHg@RQRIDfxC~M1)d4sO6PoC?35q8Ke(~{;3?p@>*=-k
zNXo!xfSc;43Vb2B$^Sa=<=`g&;|F2<22a%U*Vg5!%uVIX0)G|hTj=SB1p03t_;cXr
z>Rfxzr3kzj+_WAo1AhhF<bM_TPH>a|b<9ov#}7t~Aw7nLK>O<RANc+V`DcNj1gE~^
zj}Ptrt32=qaAW&}*MJ+_AG}Au2;~RQ1UHqh4txMOE)xU(@pEz%pYgabodBMwbG`kU
zoBYoLAA$5Ho(J9=JVCdwT^ALBr-BEyuXbHj20jM7vz}htx2ggk2X4A9ssmpHeyZ!D
zq@j2|7kcOG`SATNs;6}D|A3pynGOC5xM`h|556h_F9u(3;1pZs;6>o4x-P1L-Y$b3
zDu)jhvE9I(@gMzV3;5O0wRdXcy2YIua<Y>NJBOiXs*haoz2K($ECl~Lf*-Z;qY8W&
z`LRp$gRTYp1;&>u*s;<Z8gGT3zyI+@Jo#A%J_OvfZyJvb#zf$$;1j`3<;()l1V=Vn
z{^|i4%0CZ$26!8tj|})<1U?PiG`^RC&jt?{SJYndh;OnFHDT{F*ONUQ&)GrGR8L9Z
zN5L=D{nYlC)4}T^@NDpy{^okh2S0)Irg|y{PeOXrbyzw04dB@34%9PE!uU${Pz^p6
ze4WlIR@9?0Bz5A}hrq6bo+&Pq!J`H=1iz1?y(g9d-WS}|UOC{Sz+-hkwEI2<;A!CD
z_WP2NhWc+FcrMQEgIasK&ouHL1etf*9~HV8`k#@0t)@?9|1c0|_6Q;F9@x<MJSBAZ
zL#(Ba0@=xionzoXlbyKlg6_*%hXQsoU}xi?@Z&ATdk%OF_~khF=c7HpTL2z4*c=BX
z;Fo}R)YJ3z2>Dq7o&x?iol{xWqv|Ae+PM~blc5)`-;keiBT;4pr+jkJp>6~phjTkc
zs}Ft#A7Uq;EZA8LJyUz<f#-vp;;jgL9(cIxH}azneyjvP!-5|@H9t^hZwqz5l*&^L
zJ4=R!FE80iNB>v^?u--Tg6-(zX)-3#4bU@<6Zio-Ttu12i5&3Q2)qD19^6!4CEzjO
zrg5SIygPWfae~TO13m?O9nSsn7iJuYy9VP?1V2*14}zQeX(9S?N4$sP^wS)zJ`Me}
z9QqTX@AT8@ntn(>EkV9*hnxGU4{^O1{AU!;UJ_zQ>!-D_Gwy10KaI;oJb;_(IR$(Z
zxTzmzf^P;tRX@yw-f`%e`e70HF#~tvALTs^K90(}K`U=aKdgqGjw8%*WnYWmb_F-}
z!zA!Cz)k%yAN}hRaHk)ZX?|$^ko+xyUJ~AmoJamv2kTi61;)`r<Tn?3rhZTgeqRJ$
z34TiiUJITHj_rd$Kd=J(a&e=vuLr&}h;MZqr12yLJn0(qzF8)CBDkqtbHUq3;Dz9E
z;Mqa>2lf?9!N-8N*17h4dnNb~a8v!&g7*Z+bgGqK?O#(nWukx3-~N3U=k}qHcH;NC
zs2);jpvg4HO%`}laFZW-;J+asQ#}=d{}h3jfgg#$tH2LN;C0{!z`LOs{_#+I&Ln;e
z`X9K-|5WfVBG}IY-y4DFfqxW%7lBuRoAy`Bz;}Y1t{<zww;SwJJEx)_Yylrh`-3O7
zc2>_r^{3rDYUd<eSk<5%P3@Epeh}Ogui4;Tt~JMNK6t!=lb^-lvEY+&?r$e|F5&0g
zNUs8VBcPYB>p5ky)Wgh>Q+aBkR|36ux*o5Qh{ugZp5UhOFa>-Kc({5eKdAqbeP^6&
zeJFUnsEu=Zu+w^UgY$bU{&HChoN<Qi6oJnM51NN)P7JwkSq{CIp;w@nhaXBLJ4uN1
zHuyaer$4s|@ki^=K1}HApoeKCP|ucn50C048T@PTpm`7e(5*q@8Q|66rh3Z({{h_8
zp9;V~kHAa7cNjR8(}#H90N$43xwBSI70=Dwc&>$=)nm-@9G8XnQ^14DsqOoxfER;z
zLZ1G18}Brm6JMF&FN25M*CRhm;pbZLr*Li$()^^hofoiE1Ure>tLJ9?`S3F{@km<+
zo&s*F?<(-#;4`7?Pj9IWJW5{&z6`v*&b8+T;<12PYT#6kJoKYNa4g@1ovoE4WIrSu
zcFLe<YWIBbm%&ZtC<ZSz_(A0;2VZ00PW+>PtOj@doMiUXcO&j=K+oi7GWaHNlb;#j
z??p(T1HK;I)E))k?Z%qd6(!(t;3oenz%6i-{TlG>2<d${;rblBrydV{zl`dU`tM}$
z@2G#}X!S_zJncQ^OxWp?WiCf9cqedEISRq!BBU<`Zy6zdC3wRP=6(NKPH&p`<Hn)i
z!G5Y<4=5vTsZc%SqTkT(%BADnF4XFQ-|eDg6qi}!uug-XsXnRy-UaTw7rsQZL-lz;
z-Af}o#jtb9jpq6+2k#1Qs?Tch_z2t{kLyZs(>Ra>Zb#th;0=E>r_TmI5rOA}{|s(w
zk795ug8${<$0FFT20t8u+Y>NvMc_%`Ux1&5w(yUm+Ve2!;8hXQXM^tn4>uoB`{r|c
zTpk7NYtN$;gU1@`pW@L*JV%4m`xEx&kT`lS5JxqzGv_Arb&v06jHBQ|>kTWgUz-fR
z4?J9)ksk%{V>|el<kNv*Kdesz^I9(K%ot~WuA>lq9eB8Sq<pCVmVm!X<vkXhkN3qu
zd8=S2WrDf9b>L&c!<CoviO<IR3;ayv<8ODhmS~}JQT;p}diUQPe*cx)HyeB*ct@Q3
z?P%+XeDFo!;p)}t|KKyg@6^+4zav-<{$Ygl)!>`J9}Y@C!)Xw*Z{LD7Vs=B=-(4r3
z1U?b`B0ar&yxZAlO$VO_j%hehK3dC!>^tT_uLOFR=z9D<GUZbMz6rdg&eihM8Ba^V
z*MKk3IsY&rrLO=#>lQW7`|Fw4B1zyi;2Gfb_X+%*##;W{1Z0-%#7)Hh=0x*zyeZ(3
z{@zI@_~S@#Dn~B(EbuESLwCQKuTUueLbe|+{)v}@FGczkJ-xOrtOQ>Jey+~7`^vT8
z{{}bBOL5rXtN`Dkr>FM(kLtrDCO=Z4HwAx}<5FEu`~9#i@LAwJbgtc($OC^G9NSZY
zdZ2s)x6_<_ilMg^dZzM}gYN`4ji1%vb>QLZlj0&B{o^>eGoG~kKInQ)A5W4e;l1VC
z%;QN0crmzXJjnsy4SuTeq!4=Llg<6H6g=v7bAPM^Zv%d+{#XaS4CtBqWBhIC2jHeS
zP6ZzhZt9O&;BSLpt+%h%AM?O#z)#g5i=o$$WA>vQ{3y7oKUIVK?g-!h6vs9;7NWpS
z{V55&J-8|U(!o1`oBC5Wcu(*hdOd{cPX*B12R&1NDgi$VZt71J;Bv~T`%^9SE{2||
zJaM<<J_5LDe=!BTa|E6V-aZ1)1@}eZh2RY+r)fSc1+M|`r`IPxTSe_z3El$sP3ddd
z{uO$9?YWP*9OXa#Zkd04_D*u9e6pVcKIzWz^+V$c_204JO=*47O&d?tUQ|7eqGTrz
zc2e((@cbWmckuDh_4{F|4KGSx20k4;M(5gd_f_B%z)kH~2cBu*R1WID1HfrqwR>yj
zpx9N*LZ=+*ci=h(de}DB{8YaaNPcF67lY&SQR9L4IP$>{fYW|ipqz93>yu*eVRxJV
zzF9f=Sn%`p^xE?&)!^9?xIG2)7`SPDmIQtm_!+u=?K#bK@X6re<`<{@;FQ0q9rM9o
z1ULC#488_DR?lC%Z(a^w6oFTRKMMYLJ-wv@p8T`##QrUKxHzFW$VPwJ3w{H|b9!(b
zct-}-+ZnLqyC=LI$|ncBVXB!IfFFy%OTfPdH`Q|mcvXb-HQ>7<r1#y0>z4@WlfgHF
zoBCS@cyWaEIpB*8oa(s({c#Ss)8Dd#>sjw_rLeOOdZu`(1TQmi%BL25EBI8L`}>=_
zpU(Y;^y2TvIEwZhqwA?LjGyA<>mTT)LC@4bvcY?So7ycOJO$ho-^Jh^!3XPpXz!<%
zgJ*y*Mtu6q<9*yeURQ%}$u&QBVWT3dz)j;%68MmN&Cdy@gHHqxHy=6u2mDd+`@Ncf
z7(=~xdi@J(>K_H<$Mo?1gY49xAMXNp=9NiWe1yy^m9X>b{pRtq7Q75RXx**--LklQ
z&=0}G#d$LP$VETe2mUqA?dh5yL+5+v*#+{UDEHUARD5K^Ucm$5{h@N@gD(N!f^&cS
z(HyhEUp>w|Qv$t9{%&69Re)a&-a)rBR@tEXtpOhnZi+KsF6Lu!QyeFQcL%>zx369A
zWPlF_zgXwm^ZGg9W5F-f`J{k<1>m=Wo7Ryv=(jV#)qbH??-Wbgeqkl-^!<mqo@&9z
zft&hc+`aG<JVp0YyS_{Tp8{@LKW2jGM#w)Gd{Kn_3&9H_<X;NDEJFU3;4gxk>M;fJ
zzX{x_$Ia$?jGu=3{-@ba9_%au|BmLxLm_sw{qStqxo)P}PCocu;5+pCruYxJ-Y$V&
z>sjXbs{ro=-buGJUd5L)et;)~XX>2t3Ax^myAS);&@;7f3iyrS)TjLYReNtJ6MQVV
zsh{P74+1x}Pa*g?@JRJR<tc-n=b=-Vry6<}LeEqldpgDy@NnZDl`#oC9=wNMUf#zb
zo(`S@Zt73j;9bEl*VAjy{pEuXijaRXIQe&ho}Qm|q<XLs@4dk>%?Z2Z;h_Bs{y9Ns
zpDr1CbD)<`dhsE8+VA+q-H-in=#9|xqc~BIh>+A7k5i%N%Qx>IWPvAuo5qnm@Jql=
z^;QI)3~pMNmw|T$$M#Mj4z=f-tHAFCH^pHc_|4#pg3_xSu+*;c4+!x|g!HN4?}CpE
zO0Skils*f*HbVM5@UJ7JF9MHy*jztl;IZJB>-lSORR!J|JX~B;+@zvkv<7$LCM6^u
zZVikZ+0e^^o)b4|A$lA)RNf3+U~GV%sl9W+E5O_9{%ZG|3&6L5o7%esd^>ncJ-xO+
zT*3K=TNhJ#YrwZ4{U!Q3QSIk<Qdco5uH*9H=WKO<&p*B){;8;BCk6Z%_|v){)IZdt
z8zgo5TNd;tJc9CA5V-ri(DSxa&!&<d)muLFvgU^0HzZyRJ_kHpy^udP;`mYU^JpF#
z6Wl)DvjW#=HLx@H(eV3ml#lNpXg_dM`y_*}0}mHZls*Hz2;8*3$pL=}+%%3BfNusL
z3S0jA;z5Vjoi!+D4R|ij?de)M-D?-^`ET;43ii4^7QWty*MVOG-Ua9W{IvIL;~zvH
z0XNMXso;IUP3yfZ@KF)c=Yfv_H`R9$r#JQQGVmOv57!<P7x9Sq(cn)1&e!UTVpZ$k
z>CjsSy?msx7l!C*{X6-es59u9`gaC+%K~$Ga=>H2!^JVRM*+AG+|<8IIDb?Bt^kiB
z`={t{wa^pu&HXKI2Id{`aDGy~=H_AE0eAY_>frj)`&$<5T)4p8-}1n-z>Vz>J{mk+
z`%-<Cfv16+`dbzFFmO|Us{_vlH}$tH^pAz$PJi33mDAAQGG=1$75d@ojr`34-ve&y
zZw257z)k(F1pHfYQ-7-fKOP}{4fr46G?w`LJNE<f&o>MA(HENcRg%G5gPYc21?Z0n
z;A>#ZuGH#FU7xR@8I|(Mg`HyPncBS&{5kMG(DnPNy?0p(z8T!KuBilH1D>F#*WN3v
z1up>)SI-pRndl$uz%RqOU8|LYf76uAQaMr|QhtQ9Lp%$7YXm>@!2b<Ck_@`@qxRfG
z5qLGYsh-NfzW{Hor`Mi?t^(f;-dX22t91?eR|mcq+*FV87!bEb$UhaF+QHOLS>RuR
zoAwLxz-z%x^;ZOb5<E-yUwhxG47~f}5y}tVIRdW(Zx3!P|HJ4H;NkpBf=_wqPqE-m
zoSZPnNjB`nL+=c|9NPYQKKSY2rgkm{Zvoz2Pp|#XemVHL;HGh*8l39MR8D&~)@$I8
z>h`UNoj{>-CV|ffKgWYFZk+n}y1b{+3X9??1A31xGRIpE_#$wV9|hnu!29WbX!o^B
zz>C4d-IpRieTe6upWyMQPHT^l@uwDcrWcy)JMIy@F9>exS1I7x;OFUnPEh@d{Ky2q
z9sG8kD<9NL43JZO<w0*v1V4(vS4ZGw;48q-((}=t%c=r@9^5qF)PcVQZi<`uIoR(9
z@2K0?p4&+UF9YwXbADcu%9jOR32ut(Jn&uMrun@Hd;_>?elG*x3T~R;tH7%w<X;EA
zCqn-5b1}X}$UhbQ18`G3XMw*39<F|z@dKRdXNO*Yv^EXd_bP_ov?tBuXgT<!;GJ|k
z+P+sc_(JeZol`y``(8c_0A<iSSJ%^?n@I+L2RvMPoc<5K4?Ns_Kx+=_zjffwdMf@%
zV4udYo+^U9w8iH5D+BKf-bMFUyMCzx&j2@-rw)81xH0}8!}Y5nJ(VX9{bv%mQ=ZPJ
zE>8~Zl^E<%{S|<}25yR{67c82P5r3?d?|R0ULV^1@EY)Z@V+|#M_@hRE5Q4t;1}tf
zpK~MslEGgGH(j4(aC*~tkpsRO=}qM;0ACDlTDO&e7lND0R{{PYxT(Esz^VME^uBr6
z*9SM%PcryIaFhQT;FQ0~{~YkV2>BO)PXsslUjlwR_-T6ksK*SP`J@8;MsU--RRcZ(
z{3<;?#({fz{`SqsK0Nq%o%8b+G+rfxQ+#IVoW>FDeH>^0gWe~n(4%<DgWgH##p(90
z4#Z;-_)+k1@kIGh|2+o&9?tC)t^bivZwKsD!_LB|%<XP3!26Ei;qoCrlfd)9V|72Z
z=MU1sCxe^%Wj1&=cn3ZG*nofe%uV)-!ABweP(3~G3z2{2;17bE)|b`b_ko+nIeQ`Y
z*T7A2n*=@^+|+N<!S4b$^_y()Mc}6L<%7?Nkbf~amCuxaIrt>-aQ%kjq#FDV@KeRD
z?{Pf0dI~+N?-b~*hn^{JGr?a54;N45PbvCg3Ahut8Robxf}M;d=5m*TcLxub5BXUI
z-V@wZ?{(mvz)f)*j~fGt;HJ1uWp1*c1s;p^rnt=m?*(p(+amBw!7oNx{MQ}Y{p2$6
zbZ}GLR)O~gH<hmrJQe&r-9E45ss7@hz~2uCH?4P4!Lz_kahU}^AVU6m;A!CD;+FC+
z0`Cugq3)k{zq|~56u7DWtJuD&e(Jz`BfZK0_(EJigJXL%Q2*L<Q>ozj5%SLhpK9RL
z56aLl$APcGxt*=`gOKaBV%RwdJySiEgC7Am)l)V234<S0&-Rnbet(?%;|y~M{lqZw
zB=BZWhpeCZc@Zi{I`~!KSl$Mu=T{9$>denM(0dMgrv2;!@D1QWeprF`@=L(?gPY>9
z0{mC-E|j5rozClF^0NlK5&U+Yhq*3|Ta13Q)EpNn;K|@|x*cua&IC^c4>un;;~(`)
z@K=!D&ez(V=Is~MyhwUQu(KU{k;ZLmpK|EcK+hD%)!=);P2;5f6!yWuP5medd>goF
z97zY?93lT~@RuXxpATLFp03v?>Vj@PQ2C0%cSlHH4*n5%xOS)X)!<d&rv76u!9E?h
zX`D?0|2abXbnp}4;ja6r9kapPKXdAKEP!5b=$Yo566U6MssK+$`fzba^-u#o9NaYD
z_?{MGAh@X>lEKG-o5s@&@X--?4tOTGsoxZU4+1y&UjjZE+!W^(Y~NHrHQ;?C<nLRG
z^+W{w$>53LJy4ha@kM(MBm=xhg!DP!XM<B)_|x-qGZZHU;0fTTx_?y)y>`!r?~i1s
z61+9|7(E{~&iS9)B)vN5^*x0i`I__${e5=xzGgc31K<<%{ItK1kqur3-b&}}3E9sF
ze+4{TyCs8D|9u902F~qe+IZ>in{XQdJM&B>>>Yu=Y28%|-sU;;zF}Mup1S}K7pGKj
zx#&mH;LiA6qWPnZ-&C$F*qLvzLp%?B7Pu*%i@<ZhP4QL+{t$S3*z(5{KTkn^R)PNm
z{8VvZKa2W5g<d@DB|~pN^g8SLY4=kyzz>3(;vfgS^Yi97C;&eL+!P1Yf17~MK>qf2
zt=<iBPz8I}LEjVyb>OqW&(h1I?H|WKhwCzMQyk=>|Kx%@aZsuG6A}m6u=6|gO!HGd
zxObU(T~iDm4<4>ws9nmzW55&ia%lJas==edJL+89$F`qW>BGel*-rwuBlwpNPX3wl
z&jxQFA^&_%-%`K7;&pzm!|Bh(;J)SN`Y8ub0w1N9kN^Gy`Ckn_8r)QW_A;ztBk&~f
zOTbOzS33AP;HLV^20tr;{d{mLU(h<wQZLw$|Ha@v!NaXzXndsp+Z()$&W~wv==O^T
zyS8+1-IBdp*xLzxQ$LPdj`b9HB6R)ZiuSv=Da=j%CKLQaq#vZGN1vcuS(JY+_;27H
zbgu0O6@niJH?>zOcs00bolprLwZgp4sReIDdeb^5ZUvrWL3&gEDc}uAZ!AA}9k^-S
zC`Erf2JVa-q9$-3AY|Mqf}LsbBb*(o$1?EA;NjxV8UMkv!Gq$8@(9_lv|qsf*D3TU
zzhvl@K+jY!8Q@C|{!scH@Ir7?y%&JL7=f37uLtj_$Bj0QRe)~*zeeX);61b&@FU=+
zxc3#KZ-6K2>9x2|W^OD$_}55pii;fZFTqXe3&3}Qo93$$@ZZ5r{i*`|>=(kv1J!>G
z_?h6Q{CzLt_u3+)PX_mbo7yh}JT3yy0Y4Yq)P4ov=YgBruLOK7xT*arz$bv4+OLMW
zvHUA>e*o!C?UxKb4BV7H13VSn)P6bOw}PA6uK;`@cu;@kc_0bxR{~xZ%0v1ywR0u(
z4nWW3XD#?H@Sf21kMG)j>$p`|$AO0%SIB+}IN3i}Pp{o4%>@4ze2UJk+nkLJN}mg!
zQXDdVqa5@T2vp8W^wZJc6L4<Fhm4QBKBIZB4tfirmrHudnw~rFg**>hgM2HYZyHa1
ztFhk#Zi??@@Xx?6M}Gc#gWvRO43#Sb{AX}e{N#WiGvrU@rv6(E?#v54wenCK^S%(}
zQwlq`y=d+SmEcps6QS$(Qya%>nVbBKdr62pk$#Y#9zMA9cMAAZ;Njwf%8?2FIQXfq
zJMy6S&MEY$yv5M_33|8a{#YvDh?j$RU)j(&J&3D-CSDCbAKcV#_RIMFd2o~cB=DLD
z_S3=BSDEc+gWm`qF77Cf%h4Z4fje=WskOTyj!R*0G4#XLKb5x<e4&9;`%wRV6#O2X
z+vBwSD9%(jb=KYS|H8f@^jbmBA4l4Cdn)*Q;GK1@T@Pk~?*>oQxfX|c%uVA|5%?yg
zH^pfg_*>v<x_y*^-fX6Nr~>~S+|=%M;I-hU{Nqb7pM#s~ITgGL+%#Tff&UPJ=YcnX
zo9ed+{8$8D2L2VeseD!7CnKb<13v<8iu-sBMBP@K`&BCV9B`BWS>O+VFV)+}deT1+
z<bl_MchWgOw?pk$1bz~Hh|VqbKnL+M@T8Z_>8rrIfcMhV)6IT-r}TB;=@HV$ufco2
z5z?oEXGch%1%BIxdgu8_fB)eNG0Hy={6X;3b^o-#!&e0U$4}wM4X6Cz$H0f{>G_YI
zQ$LSKeAl4<Zf}BqewWtI)!%8)YJ#dDy>#eZv=(+^p?6HvqrWHJC)TMj(#wI~wVUw!
z;TJ-$^U=U{3+cUhp<k~MdS4!CXcQLoN`4OLp>KMRtM^gJ9`)Zheqg=o@Oo6v;#Y-O
z@FU)z#<{;9E%l-k*(nD<1pc(nX)FtQA14{{9*g>N))h&=1o>t0x`OP*t;Iex^mc~Y
z+pJ=T#N<~h^bSLBpsvRkSH!cxzlUE}>YNri_)a_zJnC5Zzr#p=6oDUr{kfEWWPzL=
zbyIBGLroS~^qRFbCYJ2boKg<GK|eP%qPl}Vjg6ibZ6)4Sc*?uiD}M0e6rzMU9M6*<
zdqh9^v?Z>U`IcDckw19EA<s~y(GD6H$h{shP(Ejg>*ZWatoO*DJ>mz}XqhdKd&Hxj
zu?sEnn1$<j*o{30sje9DtcR>QlD4Znl^$H`d*%DKSZK?Qwm4ubG_1RPshQ|2moyXE
zGrSmvyp!K;ChCdKm6P{36VF89bXC;k-<pYoO>p{ilf1`$;^n3(_!FElvdkx*i;@5G
zi6b#bkOSo&52e(JYdqpz&b`GbNLG5z{=_2=v*>S~AnGAs@`(W_ttCFO*PHlcGqJ=z
zduB87fh~WC5zD27{5vT(HWPEB<jQ7ZW7LZti2fZdzicKxik9y;6N{S;gyhi}neP)X
z#mHZpiFbT33@^^43@+Pe{b-9Cul&Lmb8Pv6E%K$pEzZI*Wr61#k2t|DU9!pZ6-uzy
zE9XjafSTyISH2)cF;&GzTfQyD=XCm$EkBjwIf-i{<P*lw6*tQzsAZ3QMT(a^?Vpxn
zrX_!}MUf@<+hU_7ci5uJlCRt19j^r4=ammjvDRLy>hCma^NY@(Z;6|x)_cSY7QP~*
zu2+#89=St`|9a#GDPFa{MS>N!{6>mTY&kzl)Y!6KiXvH{40Y;(6fYs3ykfIQR^fj#
z^^BLiTj!OJ*kYF5O;y%)a*0<=k&k#`Rle&L+bp@xD_-#`9Gi%Aqmmx;h-F+?&1QJy
zN{@JpzYa-)Lay8`#R8A4w#6$Rx!V@oJhIFd3oMeqY*DSkffKfP)Ju}*z4AX&yy2B=
zr1-!qpOxYew@u3ta+xLm<!QIT60dXVTf!J_?Rk=3v&cEe>y}@WtkAmhpe6obS%T^?
zKT(HygF4I#r^7sEiP@IwQk_?MW}<$+Ml(oChMKIU#{SiowNlKNRGnW)Rq!c&<eC;@
zn0&T{xR3fqgLm@w7Gfd!StKWa-9oIPzOgZCa$O5iL49LylgW!)io?-3Jsv%IZA-Bv
z2B*a_lXtch-!#MNkInL`TZ&c9(RpUY$_1^&GqJLvr8pG(4u%X0r$2X<dsSE28cSWJ
zG!|VY?JJ)sK{)#;79n{<%DK(OXHx#^6K_Sy*P4r+QS#a5;z-nB(49@>mgeF_6S=3k
zSQ`DJ2cjop<R8t&x)}Lgb8$RoAS8#I$z`!(u1_wA75ii1=>M-Sbl%&ZPf@oodgTUN
zd`z|ay;pvO7N>r*%$7AaIycrxhJLfeBVUdZZ+PU>QKG;r--{B@+w$2a)cNK%p&0))
zO4Qo2I!b&@P4GR&h9+W5)FKt`fAyRHLBEL}B1ejes@-GzVi`D1&hv;B+`oM(a-2w)
zL&d#Hqh*Kp5w0gKneP=(QZu7L^DdLCqQoG%I7-a)$d95#p+~+GB|h-T`Y3V0BWt3>
z)0SM_M3h+asV3rEOMcu$oUr7UCgL@(Y-l3Nz4C`9qTVZCil!-QNwnBu%gSg`Wy^P?
z#gkGtMvK)_9*q`XN%?Y9Q7h%sO+{JM9CS?N-{E}taf4iFi(5N3dc`r%wMV?-Gpp@B
zuUJjt2bEjSz_CkP1myKNncNoP_%xO9Wl!7LQhY|IhdphVNpciYtL;We>GZJGwh~e*
z>C4`>M<J!t!``-YP$)9~vfXw?l=#lZ3`ZH=r7~J1IinIJ=8U!lGCB~*=wu+HLYU-?
z)<pR;+8)U0Ye*^2!*<)cD6vZZsPb%2qy675E%b_NkA=Z%z2&X3L<zT!(>apl>mHFh
zu-GGZa>KUhf<zB{CjRab^LYeq-T@1uEP1EMXPww_a+XKr$h*Z;ZmO|zl?Ty+U->Cx
zQHP!|l##H@!Zfha5+8dc)<77ak67ZM)!nI-=w7mq7!5U4P;@7GrRaI)pUyiX)6JH6
z!Xry8wS4&0lkk%z8a;BqC6-vzoD{8|@yLfPvC3HpEn&Y~J?W8Odc<;%+~pCquJ5-Y
zzg+pEhgMB0?N^>bLcD3o5?dU%DpcLI!ie>|O>ub07Taw#QM6j>r4_?UFU?{F_6<(*
z(=LXY{t5d$;tsjZBYtM9T_?x`ws;k>j;Ym>OQo3Om2XI~!JC5@>+FO>&e{Pnbizir
zq8b=<0}S1nu*;@e#d2&nS*rFVG$Joc9<jw2RIZ<`gtbz@ks>L6r>2}|CwwKv>lpl{
zIA|{kvh|^3>#cyT8Io)v%3WKpIkqs>o+MlI?S!wTSZ~W+5~0hsx=#jqFyR+37HslM
zub4${EVdGgZL!Is-t`<MUFS{s#HNMIJGOYtzSSvFcU7YKju$7r;v|)5zLoGF8?h+=
zWs5f{<p<t`W48F!E2~hooU#pu2V8%861G{iNLptphfzyyz9I6PCt<rKp0{MFB@S?N
zw^>W1+>`LIC2Bkp6aKSIVg}y*Qj~Zv3K$mRuEz1^1gxna^T^LU;$hZG9sv2+gom&Q
z^2i^(;ziFRsLUTMxy%-yd*y#^bZ_~#EuOK}I?vY?`u$~w7_aPJtkQ3D(yz0T9`YHM
zMEf1I<Tth`_0st<uhW)xZ#{aRr|7|ID&K>BU-;Nw*}^~uUurFig%`bInYUx4L>CW4
zhBqV}w#7ppxd)X=4lK54#ad^{N2J*4tX^l^a)A`Hq;lZm;ZT~8a2!*zM}F-r)UbrK
z<f~4=J|V>(FP$&4<ukMvQi<BDL@T|NXb}yqv_#y*?)f^v<P~zF_&bg$OtV|&d*)dF
z*65%TV_-mHj122M2?7@?YG6<WjK6gfI?raS?Iv3svE(bZ_{!TE!F+;;?M|ws=!+=n
zn^-%;3n^Z}q+yFPuS5-eYhz;qdAGbl;-Uu`y+M~g>SD-8E5eIpKQTu67k!Z&gX(wm
zF(lnArnBEy&+%YEJ)7g>yaLZer$I3yETX`jYs+FRu5F20dexS*B(9PAs1pBz6^kX-
zaLQ)z@+FVhMD0QKG2bgoy<!L1z}M*Bfr<8tVe<KCu?tJ)XmJ!v=4k4!Wzkd#cofIG
z&w8n;D2y8OWK%JtiJaL~Y-*AM$s5rNRJXt48u?W;4YDhnQa4@HR4lV(Lo|jpBwyfN
z;62h*R7Q>Yw5izKM84ZpG&JcB$?tA*RK##`v-0ZNk)6>h2)-s_wWqD1D~$Q%6ZVrH
z$D|!C4mpLxY#lA0^|rywZs@>p)LRHw7RW-+BTdEYQSx}SsEL|}^SRMHoWx!w=X%7|
zGFPnO`dHu@D_@KecgeySQABx_d*pv&F!bRR#s4e@3j}1l%aXsuh&5DeSQyM}CVs)9
z5?6w@T-6L?7F^hG%a59gM`WU)<zRg?S`XGV!<DLh-Y4FUlJk9{I_jQpeBw|Oxz;BN
zqE~tF<-?}(BcJ%TseH#LHpaY*WeggnXJ45gh3oHMBql@T_-~JVHHxlZo{PeYU?<AB
z+bj2Bg7>z=`vbPz5ryEaQ?1baGMOhb<n7{dE?~>F^RWc>9QHixrOPZQgM`a*94?=*
z#4U0bUE5$IbssJeapB_0a5Q35<O~m{$J+(wF-P+MXhjuMMLiMauc!~5irPdKg>4CO
z!YfZki3K()3d{EIqi~^gLRD1Dp(u2*=M_(}S4{<|_%ob(X}jMe=24YkHSrrws;cLn
zJw_g~!~^nUOJKs^<m`>SWQiRfS!juQT(b{*#$14lK#yD=BT6ZTFgm;yBc8DkAzLi@
zNsL%Qnj5_G#~8GqT#CI7T;Vsvk_{UF#r0D&@rR8VdQZ}}!hR`tIa?kxed4t!d90b(
z8}*Q9t54K4k&ArdX#^3zR5g{QKJjx?`GQZZkAY7dL|ENkON(146h8FO3K!iIE8N-E
zNmK#`53F<lO?C4H_BgQQm6a-O%NtPoQq+w$QX~w9-#1FkZ}-Yt8qc8el}A2riKV>H
z6S^!PaxTh$bz7{o?|;?vd6f9CC9&k#k1Kj98Z7y(6wAGxcSebCz4AB)d|SR5MbrNy
zQKG_@tE0qmth%v!rwduMO~z&NH!l|S2fehQUtv=vKaLAH53PzYV`Ei>buzB!ODy>v
z#$ada!Ga!RGZs?2B=uYDnH1Pns{IWMbg3=SyE*G-nq#hq50hny7i)95&5PKQ2XJml
ztSb&%vd|W*yfk0K&A4t*9bsYX=5f!NA9%#?+<jWpxSu2!dPJ7>Pc=P5n^NfiVw0gY
z@**s7-Nmg=!<{>uYq^O9miWnojviu9{~mp=Ocs4$A38zj1LX*j4LJyYq$KVvH0+I7
zQF~U9>!@E0swkVEcZKvH@-2_YS;HRm$khQ(rSYEYY2Oix_IaKj^Sz#*Xk&0L#ry}}
z{(o4mC9@a*mwlkxh)sigd1t=np^JUTvp8ype$=s7d*m8Ryu=|MPMhkC;^VgTqaM%q
zWMHl(KM&N2_Y6;~^B^5Ab3C`=INK9*Jy(OjwcI+J>FIIE!n}_g6W`Dj_l&pyC&6_V
zsNY$h9)~T@LDEIA;{^(D|4(&Y_;va;$kFk?v^@JrrN}EQTovRU(@$>l(8ZD4wyyp`
z%kvfKV^M?APBlKYOGFNPX_x)#!I+xm)FF&IY0iP636FV7Ee|&H@O+sSv)pe}MZcDg
z({zF&dcf-*kF&1E3Uq~Aq5k+fW%)S{|5x=+UH8#F&{J-KYmMI1J-$xzdQT?4OqT=P
zsHUEEN*$`lzI~mo&`&%b6b;Rcm5jf9u;KQ||LyjW_i62s;jQvvj|ZEkg0@hny6y)?
zi&N_b`RMl-_0s%G`GAKuX4ZRRZuQ5GNq!1{(05v7%h?|6k-}n;C*~gA*XV0x7FKT5
z9{*ePnqkR_g<=Wibt;?Ab%wr$5U7J7U$6lX?6Y65(c|lmjE2flXb$9uJ*z8Q<6>8S
ziW%Qp;(0rk?#vYVXl9(_6U(t7+)Ny`&v_|UER*udSg}QRpBXD=MGgM9PaKWviu1Ki
z<PXiojwW&^Qbo(pnv3FSiQU<X=nJ<t7xS9Zj%-C!+L1lfl=f&B#>8P?_Qz(}7NPwA
zZJpm9JL~P2#bdv%AfDD#C(gtO*sJ<X%r5f7)5UVjIk)8eHdxZjlc$T-UU~3z?5mRe
zP3!}-5uairZzGP`^2Ih{lRTf&O1b+?TsrhBJ5%hBlGSa*ye4$Mr%A70+LDW3wiW-u
z4V1QGf3$p~t*DQdFSHfUG?fe5iqfX?k2d197}7r()9YwEvAvnx*G?R4CbzW{vwd=1
zJ5lVD&$Sb8`{bkT#D?Zmpt&PfK7EGxI#xb>hA3?D;OaBQYc1tFXNdo{l&?V2N<y-s
zl{|5V*xO20pCOjCCP`Uq`D%OdS!?-Bd$IU5lDu)6+}~dO_cU42UOW~@l9D+2*qLHm
zoIKfHY@l09sJF&ws<&Y>{|4+-9UCidmsMl2P~1LN%=O69u>u>(%f{0FP{CO7J}x`^
z2+W$_UoU?3$WN{p`Ida=dhrCVG_R*?->0t^uUYcp>*?;qPh&6*^x8j$_RV(n5mnwE
zIA3A+nmbe+vE{dY#Pir{A1dCKa$#SwN6NZBq9BSSFGtD8`q8GtZ+*qLQSzI<;-Mz;
z!@gp96ZuwOv9XC<)mM~6ljhE7xxSzHCR(oOC!R)73>9xQm0$G}yPL`n`ia>wBq@%O
zrRn0G7`ZH6d>JDP(#44wd7_`FXhsx!^^f!ykND&->EcD7{4!l^^2ztp#iHg!*EW~?
z`il>m%WeI|k>+w;e~}+6pX)C^i=|SmXd!><FZQ$`&Ds{SXn>g4QqCD5-fc;euUg8d
z28xE3@}YsEsFnP2fY{hdem;QO?7acvr&jXc1H?D2Npt3Da?3!m^fb9<pxAvHNsgW-
ze;6npiIblV6mQ3o<nuVWd5|~}Crbv2#iz?9gT$++%ltv&p*BR9w~<c_7Mt2gJls^(
zMjja?er+Q^9VB+NCHh@kd2q1EZzn$*ELOCWn+A)w+R2v(i#ccX0R8w3SwC2uJcBfs
zw3jaq5wEqEj}H;wwI|8LXUboPh!tnbuZD=tXUY$Th|kWHZw?V#;-{iD-#tq{J5>B~
z7Pah~2|X5#5HmZ-nIpu~4suC`c)f$n&k!GXkjI9KV;yAGP%%GIZXYUECCbvF;;FMq
zbM4vk`Qc*Q+48aB;>)w;Z^OiIXUlJfi6=YC4~L0$9pziY#O{uA)i80aqkLkRn17DM
zgM@3&kw-E_#X0iR3~~4z`EG`IC`rDWA-+17Y@R$<t{*O*??mStI>~3R7JE9$xmSx{
zI>}#$i^tECUkw*8pC>;UF6MP6oqu(fKU^)gcb1=BEe>{;Tdx+4o#ks+i`w&hqFnEF
zk&liP-*%D5M~H_mkYA4w%P)|-Mu>MVkQ+ycFE5ZQM~H8d$Lts*KDe;m>tn>6uJZMf
zVtH4&e5Cle>-o#ah-WU6`$vkmE|NP&iiV3MBrCef!ck&NH#uXJc=%$HymYaAf0Wp9
zv3z5cD7b_qYcG+rt`WO0kw-^~CoUz)8<)yAuMwYKDqp-tEKMQFrWASX8u3Mnthz=l
zzl<bXapxdYe0!OEB2%pHPLhi5@{3GS(_QY&6tDIm$;Un9lh=x0ddQjAiuFB7vahGC
zxK^C(DK}gz-oBh9UtKOA8ZBn_l0RN6%6pOIP%pW0w3u^+Tsd02e+5Z?yh8poS}aJF
z`$vlpQ%Ukms$6}YSa_u@yiR;@B}tB6Dfe6_=Jb|ZuM=B(ljNJ;GJlMy?=641P888L
zC&r+Zvv3?Jf3XDZF=NMio>#n16WNy@xeAv|wDkHHMj9_&fPL=8hVUK#qjZ!f{qxcC
zt~<8R=}sZOhg`wX%JQ$zUp4So4g6IDf7QTWHSkvr{8a;g)xcjh@PDobT3(#y7;l)<
z$2rd4g1t6;j&)0Oj_!ZFrS0EOa=*`SrZn8|&xU-*^PkSg$A(UHPIJzh^Y^%|D!()M
z`-b|PoijXL;(Tzo#ra^z!1?TEPS5?)ho0S~&#(MveV15i^i^Patv)T%oMRM!6<+l{
zhQA+X$JkBb=I1<1?xw*Jk108yLygKmYyml+8ElB2AEpl;5qCbgm*ae<C!{$?SHAl!
z_1*P*wL|f~ARpcQ8yeN0DLxjj^c(rR&3ec9`{6ScXYv2>!vU`U(2P2rul(rF#{qmC
z&Buv+oW{r5d|b@Om3&;!$8CJv!^eYsJkH0cE-Jq^eC))>?tC1;$I*P8$j51XoXy9@
zd|b)L^?cmM$31*J$j9S+jJkmH=VK>6cIV>&K91(&L_SXA<7_@I=Hp5}uIJ-6KJMY;
zK|UVmV^lKd&&N)D?9Rsld>qZkiF};K$Ju;b%*T~{T+hdCeB8swgM2*B$EXWAe?E5N
zV|P9d;NxgMPUPb>KF;RjVm_|q<9a@B<KrGa9^~V3K1Oxr{Q204kKOq=fRCg3IFXOj
z_&A%7i}|>ckL&rkjgNcyc#x0B`51K(=g-GZeC*E00el?I$BBHL#>d%wT+GLnd|c1R
zZG7Cr$Af%4&c`SopWB3t(}F((`}OOU*!kKC_fE;ZH!-E_<y|kiu-m=Pw~HUV_>!*O
zQqEUWp(|dLaod#fQ||=n-u2Q8FIM`OktV+5{fB$*zaw}21RQgxs^cX0?6xVnw@kfD
zbe(c%?k!#W^c{R*?)Y2z+pSaX?K<J!+j6omye(UFrEinQ-!n;c&AxvM?5Sh!R7IxU
zGWDL@?wk_z<tDJHx8#hc1blWE{sLUr+os%x|8sAdj{hg(3)r36<8#N0uD49OY2wuJ
zcieK*q->;hzrpCuH{W#2^qX(FEB7Y2pL2_{antyzQ^()0Y`Eu>Z$?7oH~x;>ZbrI0
zkp=$i>g22Pm~hWMqU+6f-f_n*Q*zxp|DPObzN0zRomYBVY50cUt6+gU-#J43=gzn8
z_j7PUbBvol(@MiPyhF-@MCV)JKX)E+B^TpFPoHb0IVhLY(|a`fCp3LJ;Bm}JZvO5(
zyo3eWoY<Y0qjh6AAC7;`@Xt-}&eQ&h*QXNDJWgeI)4TKKXvk=e_NQ-=hHv<^PzQIO
zSKt0ze>Vcq9P6fc=hegRLWC>a_21QVkGCT|&DrjEciuk64R?SuCjY7KT>n`t9$>kf
z-d!i`#^VL_S*;HKb&Z?eEq^{Z*>%&q>yGJoV2?iTI)(hFstip(A2KSUyH0Y~X(u{E
zh)=9K`2VN8^v_&;(bKo&dAjBKN~@*20OCX~Lym<Z=@WTeOT@bz^r^+e1^UNL@5+|q
zM9<${SH^8s>6*HVd<^w}8K-x1N#k{C8mAW+|MX9q{srgMK9s*d{fWMgM%oD_DdT!@
zg!nHs|MigR=|#tWO0^?JH6DywtG>GbyY1(G-;5JIebq-Qebq-Q{p3VfQyoL|{|I7g
zW2KEpu6Uidp<YScICHIp=Klo%bu~A=yH4ND=|lBHzaK_g^50Frm-FBIznK0<q@~z(
z)4S``1DxJ%7&pG%{M|S@5t9D_Ugsac+X(b=^_?%;cUN8yneM-Pop6ZL;|;B#kDJat
zMj^4Deug*O(VyW}E#>;@8gbLP-+f3-GB=xLoPHsv@8$+3CrES?^05`?-z`M$rpI&C
zK_Bv!KJJm;U3T+!0RQ(5=ilB{WO>L}$4-cgj^<{cD*uwVR6-igXsmV1@5Uwd?{N8#
z*{;%e`6xKY;BU&d>3=W0>uII^340M#?mVkQFFbMQ&tSQYw;<AVk#p{)QQaF(j%an~
zF)fuBGqpQEX=3CWE!=r0Sl(2)^GUEgM!54tu)LXY$NyltPq^cHu)Mi&$LnButZ>KS
zV0jDSj<3P;mLiSE&0smAt7AW1<eYm&YvGP_I`oRu{Nq=!JWjadQn37V;f^=K@;1U9
zM}p;Tg*!e3%i9UJ-v`Uj5N>}Cmbb@y0;-<}%iTpsKuYmyiRL0BWW7)Q&K5s41~k<f
zEjv8o&*h?Ni0s@IVy8FD*M`VPvOIJ@=vK#md$Cq3|K0vH&5{4Po}Xnq?tT-#I-i&D
zzb8z4ZHGKuxhfs~7Geg^&u+dn{(CS3%?y#-P$2oN5IK!^R1ZCQ{|oQxI-jmAzwFX9
z=leNIEQYgu49l0W{C1WfWBJ7_rx%4hqP^J8^`k~1{M`-KUyzdKX!c?KcUXSi044vJ
z<p&%)EyU(;)p}wg%V|8Pa-|(q@;h0MH>;d-J@u-xgEz*V4<5jF^vAKC&aD3->))_V
z=~KPar<UdCyqD&D$NR$0hn6E$Z#%Xt`2-~v!&rX74kdT@>!z{1Kg)SJD`-9>|2MP$
zNo?msmW%KDI+F8PPSZH)cVl@QmY;|6k$fD>yR&>W%a^gd2g@IZoczE45moc*e>}U%
z@{KIdW_`RO<>)8y{%C)ef64NjS?;zAULkY*Il%eieOc#|jv=1>OgyB@bpgw#LQejS
zYpXoz$MQ#6{_*)rp3d@hEN|OI$#Ym<#rDUs{YzNh98(D8yNu=TGPXC%53oFy_3wt9
z{27>{?7zbD0@hFbUip6|%kk=fqhHJV^jrmfzG3}wA^I2LI>7OV<w;6iOk%k>tn9n>
zfOmu){c$Ys!ur3nd^5`jv3x`{*Ygo&=OUIDLQdtn^g&gwA1wtwWcdzm$IDnBud6!w
z4&wfTW_3QTu+Sj?=dc`V&gUYQFAUKi4LRlO?ytN1%7175B_Vc7AdfWeP5N1t%ftDW
zI(FKNijZ;G9S?5{(Ratg$suyL9tLkw_TBb%%hiqNWw##iMv_ym*{mO0uAZ##)=w+=
z8?IcRI{vp3d--~Wi-mW5sGk2kfBodh|2)q&arWU)`_ug1j^*z4jBEb_$UWlE^Lq;9
z9noHC&#O4e-~<mrem2@&)TsLD%yPU8g;hv%k$<+*&u96&kSB^i&-=UB{s}yeNS~3c
ze_At@?};;&{T(dt4LR9=c~_bv8OZXntpD?C%Ffj+&trM#p32U-EI-J0QY+IONfyiN
zSU=`|rQeI?r(=_V>S5(!W&dH8XF^W?WZs_UNcwve$YcGkyOn-6>z`!(9y67F`fVKg
zoY`F2>D58$KdHpxV#q1qeD>eHFSL;LC!a`jG~M~7nDvilDf@A3=LpNQepU9zv-~pT
zPxiOq0a5yl^eC{D<uT7Gxodwj%U8ar<UN(T7>Q6IJG;(S`MTr$e3tL!c5&@&g1j}S
z)erj}d2`WqYnmf=+v{Rn@R9uyQ<VK&PP7tos{hsHN?&<}-{)feor{%(`Wt=P<Am(2
zSgGW${Xs1Mx}~!3_V?*5U;KyC=jIYySbi7VxmcMOf3Q5XyceLblyB5y%FYDV&t&-w
zTjlH4$y+Qh{kPK3VEvyVcXe3g9L_pT+4l)$=LUvZEPwF0vV&@IJ}<Mp{k2Npt%m^!
z81l2-Hl_bJ)?du>L&Zvd0n5K&`KPxlJA+u>5d&a2KZik1_8%Ci^pV{8EM)m7Czbt7
zmj7n3GX@JDvU9--rSFbEQ&>LZbtQM}?N!JrP7ba}b1Xl^_VF~iW9N+<l|M6Bo`4&c
zq+c~V&5?{}`4C6WU$n!`kdr^}-k|IZWwwUpr-#J9w;he2f$JUD|Fa<{J2wqhcHFr7
z2jt=Evyk=An5^{O{`G^S-(1A*OmjTx#QxYAK&V{#qg4I4?VAcY<(v4VlAq7|ceA|H
z5M>|3wewla@`OH0?yjSLVfj%WH%77kNH|9JH||mPJF+~N<s&vL`GqVmVfpHQ%6=}(
zYgoRvQ0d>v^7C<tNcPj7QF3>^bPLNxsgk3)ozE7Qr~aViy*x_Z$nxxiO8zR#2jK#e
z>TSs|C11#Pra(^lc3rCEuK%l8ew6FYjq@K^KK*^AkK#C=^UhNCGwxIJJ{~2X4msKH
z$>X!Df0E@{7pVGi`|pj|5F$T!#wa^({oD&V*%`YeINz68f8ota-j4JAmG$=(1?#uN
z+pJ_ibi5q~IoWT|^P@XX7O=efM`g#I$3J2D5|8p9VdH#SCo21Giqo9$d!7G<7z{bt
zfB0sl@7gbfoYo;TLe?Q~vi<<>N3Q+jEZ@_h{24FQXVBTo{<p)FeYYJSXL;<iO1~%T
zzt8fs)+l)@%iDESb}oE7SpQ{~Z}=iue%3ik|E%AX{A#u{hvlK;*bbH_>{a?RS^p1~
z&&pN)-^20;lT>|ndpFII6ta8;<W!#%yD9ziJPQ24`lFXA{c4t9iU12Y{tR*C*gqMn
z^he=3hd%ePe9?c?obQ+xozD}HQ@-=(^>Mzt@%$dkkEbhtI<kHg1}@T12#No(ERV`o
z`em$N&+^||DY@HTQ_fR%ipMK?OD<Oo241pnU7_S|T;0p^)~xUP`2ytO>Y<GFujT&k
z&O5)bJmpnYUbh|+F~Cy3g;M3~j<@+N&rDPD9bB%hkW;^F_$bYhxZ~|!mOt>0lDqSA
zBipIq`5MEH^O?{^<(oTQ*++FbpE)d#IbF%!^8SnE3vX3&w_IPc{4lRuV%SbkI6!{Z
zEKPGH7kL%9&5^T`c9;n{)x+28RQ=q_>{XU8{anev<MwJ~`S+R1A9sG7kgV)1=IaHw
zyu~bU&htB(!}<Ke@|KS)`zVg{NkGRZe-=(t_TBax$MVqne3#|3I8HjUoi1HfJ+$1a
z>{u-C#q#`zRKAxnxEpfHcQyA548P820n1nNIxv>yyIH=aQrQ{7@@p?rb{_vg$=!DR
z5OQjlOSYvsng|c)^CRmw+^zha&hngYr2ps7EXc{vyDnAw=(f)1dzOE(R^{v3?}i2<
z{f<1&yYe9{PvLe<XFJcc{P6Y4{uq{j13CHsR<g2>?(BT(S-*7)rT;a{-@YWg|9?PE
z{tV~qsmoaZALvjdAHe<e3YNdj@}gUmef2;7ek#jnU#28(d!3e|>`dZy_&m0AAIsPB
z{=jgSKgRMtJnp&eyPD<Q3siaCe!7F@b@P>cD%&~1@=YP@%qvkqD%T~~DL>;_e<sW8
zdMmj*PR4gv`UgH!_FaE&g`Dbt%%^FN1-E|w!TMWLm7O(gzeNvaXVFe&XD7>Nu{?vX
zo7{0@Im<u#O6j|CdoCQKd_(W2BtuT+O5$?4evW5(*;UFP*G@j<v`#qoqmsMpz~|Wh
zgN>?O6&~g2I=0h}<JlcIeq#CZ66L2m?`K}F{3+n;prKsef3p1OHNpO@W_jsNO8yG#
zC-ze1UGkCg2hHkyE`^-RyZbDq@77y3>xW)1Z(#ZS>B`UR+0GwqC#_b=&*buEqe033
z8{99@tj^~%mOnO5<%{AwpGQz|(m&ck$=z{#E6Ybds_eV*_9f)hj>op9Iq4O}GbXIR
z?>=Q`sWLCly;9j9m!aft`{uE{eVmfxtMl2+^3d!0qb#4!<4i}^Kd-kCtq>30_9{Ek
zEbjw3mFvVAO1^{TGgzMZU*&l|%a5~s_A(_uo#j2RQstesGtH4;cyvCQEWhz@Y0h_d
zew+n4<!hHIJAYH^;zO24v;S_pH$`&Nf0@^%iL9T*^0WcUe<XK4x3YZR#Y*n3GpRYK
zT_*NY`QEA2#TTqU{T!v=lI3SXjr8Y_g91L6Th2k;!1CCkX^vpL5{vs;J}DX}_+Xjp
ze4fTv>W|%iQufbe`3A_TT+4WU+n(ikH`&QIljEm|<y0Kf&*XY=>-lPyPvU;(u3P4@
zJe~LV+;Md!%M*G3XA9f!-%sVc@gC*>NS04ydHI$!M{+yMpMjkGsp5GA;q83ztI&>o
zGLQ3aJ0@Y`BmHrA!U25T{xXr}Ynm!Kk~^Q}EbsH4^2hCu-TNy)<G6m@dK<;^8>u1i
z>FWG1#J!MHzQr8R?O6Uf%R97E`F3D=%mAf-Hjn3Sf4qw2C;2+dmCuJf-1^}~M~>fa
zU7zMycGm;j*iO>d%1_t-N|vwT`EEG-bA;uo=O{m2{gwljpIJO_4q^TCS$@2|((lCb
zESCHJrsSB0oX?Aphx30M>xZs0qX(&YZprr%-1_VYIn{H*E2>=Qvi&}+-z`M{I>@Pi
zZQPsYXg<gK)7ef=j`Guu=N&8`vPju?<6jI``7ZoS$=&|m6Y_B7x({;dj|Yw^`)+@K
zn(d_VJUEK|`5kf^Khr|S&vvMADsMDj2PLq62FpYDOCM%=CSQNu;ZX_bcYnyvl_BwV
z8Oy8qdc=*ldmyKJTgdfxKIc1!<&$4Xb0ls*`jG9!a6fYGoQsMjJC%h>-)4WVft>0`
z998wxne9)3-04Rl<H=mszl+B=w?3D%{X-us`<ZO#O|}zyJyOl`>S&d(yPmvj7~N0#
z^XH!iIo{k4+wQMIPVLw;q#bubPUYIp>$G#Z9@?V=hKrvI9Xa+DUrBSEa{Jvd$jMIV
z_4p>1@0#1k(LaNW@;S@r^M3ULmUlq_lbxPFDt))VU(53UkGJoDld4GmU(n+)D~AbD
z5hIGYvjG<45C&OTVBK92F$^1KVPTUqvn!a+fZ>do<9Qg*h@Oh+42YO9oM$>CdYoAd
zKhHDV>A$M$TkrMjd2cqT|Gm$-?00IaQ+0J!b#?bgYXtZD8F=$p>9;KSd;|QT>4KB{
zV16c63jY(Kw}$}F0$=oau-toqe>q0@s2-k83k28m#n*-Y1n^lxILlSvTjK^%{5jx5
zO9WTBT@603VZS2=K2vA{GXK-ImvWW<RNx0+BjwW9&CgQcZXE0@;Pr@iY5hB^g@1`-
zKVJ;|@r;zK>(r}+4?tP=uTKn4H^spI+zuc1BZ24o?*zL}$8m4M!}uHw`mYgZP?}eP
zyYaM12g*FHboAI^gzI<hdZr2I`mBMT)c(9Vg8o6!XD^X{ZU(b24L$8^oDw%kE${);
zh5r@_>9-Am*8txX_PnkOe;_=pp4Sr2^K^(aPag!I#fYnGf4&2J&2p*dKTvM$AnBju
zp_c{&KY(yEE`Jw#Qak2n8R!?GKeq<{F5xWCC!Ztj;<r2ar|%5mvv!l<LkwC_un+Kp
zwFEz;k9_bj@S5#{{X=)xnEF&AE~Mi!kQ^CPPxPm*FM9!>k2ndcQ_ukXA<S!~UkZHS
zZ>8LeP@f%U3jce5l71jDHa`ae?~nLxA@Cy!=XGHj`e!rX=YqblBiIis2<LwLdXVtn
z6ZETquXrkM5Y?am0iP`#Kd9sospln#Yi$BP9l#$ze0xjaHxtg~zW6&ScQo*4K!4)J
zf)4_|_MyUmE5sqofZq*#!7ynTsZ;Z_2{|kSC}Y~qZ`_=49<S$|@tO$y(7y)jlLkI(
zcj2$~xy<mV_(Ljg$~#GlEm#TqbYG!A8hFFuQto<l1=o3Z9pPc~>tWCz=j=oM8~BZg
zlc*jpNechHZwmHXitsT0$AkXbAB0}*kmrEA@w$n#g#XisFO{NQR|9wLvA(rJf7!#r
zpO$a)vk&m)_Xw{2a60fkop{1+gtMHipA~wQ|5c!W4eeF=->gpPD^84?^1d<urE9=|
zpE6PK(||7^oaNy^ON77rM@xYpi};DwbKQEOzp!|$;h_CLpKz|{6`u=#m6J;hj>4>8
z4}wqg`BH8PKKlyzhv>K2z;|zua$iK;V;kUU!nxel><H73mU}+v$3kCe{htK=kjA*7
z-`f0_-W3A<uCPyp8=W~y3IAi33B8s(9Jm`7+K+JV&!R=a`qTmc`u_x1eSRnK)jLRk
zjz@id0)7|#<#mCNY83vbUnzWayv_oC-j{-_z40>e<1pW)6v}U*j^%n5t`vGQzs*lv
z@m+*+DDXc3e*tn!YRdfF4BXw9d=B`^iNa@F&<~m;<u2yH0{#30coXn1Fuq#uZG`jq
z7X3YLD2qYA9Q1<_Z`A(z8u-RoXLa1iH%YnE;P0!P%p^QaKeU0~wf9~Fz76<mKl~5)
zMbMu*zLV!lxl>`kX+2LOoZGd~S$D1i{k(eVH?8Npz>jqH5enxCpEcJ?|Exs+)Dh0(
zyAt;Bj=*mPeiZzyE&Iv`>oyCYubvY=@?Uxjm~iHEEcT&v-MI^Rkz=QQV)&pi>(?eN
z!oTEM;jH7kJK@aV)x$?CeO%<^e(<^o^aGr@^asEjYNg+Fo=$BQ{-;(7ehT>91H2Xc
zak~Ql6!-;KOS#(rsW#!W=FdU=c*4Wv=Yk0Q&&mh$w+iL{rd|5yH0Y(*fR84e`=>wR
zCnJE*1bz|Xle2(dX87O_>(_mtZ$-OQ9{L?2{2ShrcB$SNLpaOlnk@yt5WEfr{k1O$
zu5Et=_%g??-XJafkAfc7{+tNh%_lhx_+aSIO;PTR!1qNQY(wDh0C(-HO*2yNd$5bv
z1^q$5FUP*mK;TCJ-vQ&I^7%*LZz5hKtu82dkZ|sw&cT9A0iXW^{nV_;o3{7xtklP~
z6CMJ7(__M?0(>^=5c)e1&sRRX0xuXT{B<1n0zMt~z&P+}2JXu3sld<vM9SR*^v?rd
zIZ*iT1ANm?sgLVlKL&ilxx!~t(Eo$*0r<E5YqKMT&uMdne>Faw5Bz{}g2$8(@ZrF<
zy~Xo|&o`rlUdy@z`1_D^m6QJg-y3l`#iuL~K7A((pP?xC55QMq-jVt>Ki2~P3VA-G
zfv*Pc#zlVsUQsXnwcK$>NxAO&)j>GR)e6X!j^ho$*Igj}JObrDYH<8v{rWrtFC&AT
z`9JrMxS`hZnnpP5nN=L9rys57oxro0*E)~Z0RIv8#%+Df*9!JLM)+hgE;?Sv6VBz%
znjJTUD}}t^HqbwfJhwr>{{?)X7O77w@WICl|Mq<ZSNh9=uZ{SL>i;!_bGglXNWZ<Y
zwlLcGIN>w<JHgAq|9Qfhe&18$25J4ReDDM4Z-E~)4D@Bc7e4O3`B{WBpMe_*e{w6#
z&z%OxAJ(sa#|xj#=|ZpbaXZ49&qJ^iM&dhrgMJ3qW$ov=!0$y|TF3EH@L3mm;3Ssj
z=WfDz+{Yav{YihCpU>zYjCZC5S2>TJAoy7Hn^!LIC*P9#Yq>WA{{;CPDe&LuL~d8^
zPa)x4?#?MGcOpotf$z~z@EO2wAv}!F<DftEA5tHcll4y${%=74>;gWOgmXXtcdF3S
z^f5na(7zdza+S|w(3cz~^pilpoN%*`_PNk+0sI3)k3XzmeHKc64n_XqV0<<f_#TMI
zY8xjJ&h@+ldVspu{4@h!-WE51&*&rgh2XOT^xG2x7i@I0l<VrZU4bv#O6srk;t9oH
zmG-K?_8s9|pV$9S$~|x`DPR~GT0D-$@b^`pw*fy2df4kv;4|+Q{&%3BKLL05k#|2;
z_+J1%WOkaL!-4OMc=DFO&js%8_bpdGuupUy|AKIC*S+w&b-r(Pnv}Z=e&SH@uLAz$
zk<xFQ0RIE<$Ip^>sb2as@Ux+BcLaUiAEeytABh`e8;s-01_zP#>q)}7pX*?^sDAzc
zeCDhWKHAUyPZ$0(wv_r@2wp=8XFiLQQh&9J+Ccx|OrgIV<9ie6D|Z!o^&kHZ+|2{*
zJVVM|e=p%fYT5i;NjR4~+_C2eohkEZ5$4h6pf4qy=^KiI<<<f(oFusR=lQ^2N1U9@
zE%UR^SyG=}XGwi@+)D{({%#)53&78NQRpuKpR%)se&4eN*YQ0V_;kd<R3E+oyy*g=
z-yeMXog?*`u$AE2-XXwC96x9;!nvN0-7NIV|776b!|&E{`5XAGKTzoRLb+=Ujz6ql
z>n#%g?m45Gz*k@&MCIhKz%O`8_)~Y8pYMPlgSeK;;qT5B{#RhVUKjL}fls(g_$d7%
z;HzP8D1Hxc_q@`7fxGdOlJlh8OW^k@pA&)4xk$>bLw%MJ&iefL&qS_v0sac;r@}5$
zdHb4h)*CaH#SP^SpszSz%AI(C@JRrFmGA-hxBcrIgKtofh5c}8ANh215<I3~v|HRJ
zFWB4QME{)NrTFv^!dXs^fuE@Dy_|4v*DTDh?LfZ_^h>^wekcaM9w`du<Hmn>2YyE%
zX_xXpnsDxi`%V@<8=?O919#&&&w`JeFI{<&l>647gpcxn4){^dy!!_DZ##nHRdlh`
zr*miFa}w%vFz|DS3%)Dbn*r{wvlkLR1T^-qzYxy-Gx$^CQ-lwH1b#ui)TaV?*(Fk+
z#=pl6QUZK3@QwQlpIN}OgfsuwHWxmcf4dy?$H5NS3G}NCjz6ql!!8v**JIvke@-Xd
z$nC3fL#_Iu8T3EGU#<hMYk;3PPU@rbzt3gDXHp-j|Kp%P0C?v#!I$-s56&i>+x3bQ
zAA1tGn`hPca-nzgEn~n3VE*ooa#MtJyXx+W8)Q^p`QT#UuMLs<=y=@$eEDvIKMy`D
z!T)LGH3>Jm*AetDY%BE5pkMzAsi$j)>_<4)XW_TPVN>+ObkMtY*Z%=;MBGE?<B&fJ
zpBqsBLX^7~;oP5Y9^eAPO@7E@GG1$g{xt9zxlHOa6!;C`b3gXEwgmnm@DE{^ZUVgj
zl~SL5zZ5=gXxC8Sr(@l}5d~Kg&idzeXJ2?O;avYMN~E5{v_8O(Lp((1%O~J}?PTfy
z>rw8ue*z!GIh9X6a5vt58*ulW$e6{#=Wh5}AA|q7goo+v+avHNz{ky}oqUz_+w>Xn
z0{+qbmQKRCALcl5qz`}(7%Kg9g!vZbkzFnH8zU|;6nGnOH_!Pb;4i^`m<RfYfL{jx
z{ZQcJt`YvOomodX%kz8CpRc2TjsyKloclWneEtRc?{^tvkbeOG&9%bkmb2pqIlr%b
zum|DX5BI>2s0RH7z=t^ce<^S`ZuWxmZxH^sfY1LxKLYugI;J~cC-qr*jnJ2azMOEb
z&ySZ&{RaVW2kxF%T?{@iln9?a(LZ;A{&1{QTZ7Msz-LyCHHg|p8(c5t-jDq<Eq5I7
zhmjv!20s4=ej)m8DDd%r7CwXF-_-!Wl5nG!4wrW6JbDfES2}+E9ybV|6AzSn>biC!
z@aF#rA8qe);H$0@T<y|VfV=yiKM<~Cfhw9`8{8=6zJPe6>e~|F**2-qt@zSazz1XB
zXGh>W-z0qIB2R2j;A4Ti_R@)jbN_tRBK6;PZTZ4-(AT^nxZ2@c-7NgwbGS+1*Op2>
zwLX6aUI9I?`t}Ln?s?cgB)}|(ccULv9(Dolp3|8Rd<NE8T^}C-zVB42&${S`LDYfF
zfAxI9cLF{V_@{^`DE-ldbN_U%C;g!F{al0N%hs>!z{fqmzZ&@WYlP1}_)gIhsn4Nk
z@20>H1U?;kaoTU^0B^Zf`0Ne(H-Ybn`1yvwH@;2yS3M{6+MkyIzXE=47WDrid<gz+
z|Jvks;WJ>d@HrSCRuj(sQ}<NdAa%f7K<}Q@xr^|PL+)pI1oXRnEd1NR=Rd$3{t_&A
zufIsSYkw={HiEvIa30@g#0|Cqel_SDp|6GkUk>`WZxsI8KVO1=&=JCa)3xLaTi+r4
zPlVnW3_e-lWp4`~9hc?6i?Dv}3i=K2l={1I%iVzQ33=NK^l`$uUEiXf<AApTUkv-%
z)04m_pdVBo_PI;SeeTw{;h^$=n8Cr+`n7;?F4xTi-*Bnm8R$LbKNfhM<CiT0{tfnn
zhN6sBz%Q$j`KbM~!`*1_N7A24-w6D(GNF%w&*Q+yJMsK)31|6q^C7pmNBA#;zo7c+
zFTnqBnUuQ=`1iS2_{=;wZjhJy$_Jwe=l<Cr>zDFr27T4jLSHE41*e0)4tli=_<;L_
z&mh>Jn*!en_@Z)YugY^L;cRDCekHiBDQ6PS?Hzxfl)DJ^d<=X>LO)CE=&jfLh0n52
zgpam2K{)dnv6WD6j{3|ZoZCBpwcrWh*BN^JVf}g&eBOR1ZqPn`<il^l=hSv7cOt&C
z$6uw~#bbp3Y5nAbB;j1H>o30r+&#ar#REdW<Wk{tJop~~+}-y%6Zk8b*D6;x0e8>Q
zuLgd~=fYpdeb9qau6s`BP{O%C*FHXOYBCq~ITrX0dkKCR+IuPZlwf`h1^p`E{Wp?+
z({-x+Au0Dz$8J0V_)f1&Jx>6i`+>K@AED*L{0x0q__*<hNrZF#FZ(WT=;rqo`a0mx
zL0_qyp9Vg^gFK^I1-AoV`(3Gz>W#k3q}&^vb*dit^@w|`{9i~o*T;<m-wpbkkVieM
zKz_ahK6GWU+`>ns-1*x`e=Y=l7Pxy3?mFPRGzz`e|1-k5K8H^oV>tW~d^T7v{AZ!P
zgMc4OIM3e~z7#%NXt|)j3h~|w;7fs5z)vg!{w;7fZ))nJQtm6e3;&^g<qH=8ABg=p
zT?cO=oa@hTh4RlUpnnPUBaoM<^{-wb{9QZwdcsu~Ns02`<)9z#+!wU|W9WbACGF2c
z2<Q3~X5)sz?fr$%QJ_ET0BM)%&!LYC{r7JQz3Q<&31_|G#>sC7{h2r~rvC3r;ENGY
zUWR^HLpYDu@y@x74WE#58+MX@+eE5aum|wMg;Jk#@Tmm;%1eS5gT9_{uIHP`uigpx
zDZuN8NPEu%z5@7!o26XUSKk7k4?j!3RZy_=lfwTZ#H&Yx&rIMIPYa&}@biGXdHb6^
zCGFjNblgxjqh0$E&h=k{JV51hF7STu3IDCZ|25#VZWMed@ExD#ex~~y*J?1x4B!V5
z&iwEGR_ONuegokwCttM04RU%P`QR1Mzi_bhfXeOgXM|6Bpx`ColL7AT&t3%l0qoDJ
ze6F=p_$-9It^5xGetVJd&w~GhgtPn<A}%x#_{*SQ1AkNbZ~Lt9U(+Id>Oemg_<x+Z
z@r#6q&ATrn@P5w;|0U>u)!VxPzh#;9v({$;@LhJ4`do_oJOI1^_Rs#nUm={wW!;zK
z2AR@VKKRVwAhLe__IasK{8=e?7(N>hd<Fct4S`<;yc2p}`~NH8CnlwyDsL4p2>;>t
z3V$7!Yk|A##Rr6Q{T~=1^n0S*K7SKFH()&-416Z=2?t5J>jJ+BxSJ>W9PkwMu(s=c
z!a1Hf@ipPoAAI_~DEJn@*9N`~;atz@HF1Ni-A6tsC!FWY9`KvAf1U#F?$0j#yU>qB
zo_`(quK>Q&719q{&+mXA-X!&$4EpU}5<ctB6MProbAWFIzjY(vrvoqgukdd{{of&+
z+qLq=xS@=J{wv_?jud=9&<}iB%01%@;iKga1Kxg%;L7I^;A{RZ_+j9GBk*ssQvXeW
zKLh;Z2Em5_{|NY}&ibBtMd~x9Q|PtarG#_4?!6&yI3!U2RiNK^FQFd?{*zu6`VGs4
z{wL7SA)Lo|_0B?H0s31(-};Quj{yEG=-<OUEd>7C*M!eQp9K4%3V0UrB`Kw#;B4UQ
z{!8dp9{vXWUic|WKj<G)fA>7~G~ma-AoVOjyV`-f_s^U}IJb8^)~`{h|DC`K2S|y!
zj(-aLgsY^U2Y|ls>!ODj!|vJ`_)x-`|JPVwbiPyqckczd7Wg+m2>-pn=Pkl{e7D#}
z@BzSo0{to{PBrNbDYpW7p*mg%6RzI{3-hZ5^zM1X<%XX8i_hYQ?&7}kt+zlw@*b(r
zp#m4I_okHVo*%CVJ`HyJaL_LVJ`3&Dx;+K_apYx{f&PlOg#YrHGA?z%{{egg)}2AX
zcY0gsfBd`Dlgv)@a~ALqP_D|`Yrx(6%4WVJeClAYs{X$K_`TN%f0c(D2<P#-`}4Rd
zPwVp(=&wM$OZlw7Dtuff5zg}C=DS`F{0qc|R6buZeCS@LSK|fz^Mm<sLBU6>gwMN(
z+v~jE`dz8#i;jI;N;sF>>Ewg8fc}z~;)e6S;D0{o-FuK80q*7v9{-;3UxIn9>)J!W
z-TU_j|5NDaKo4(^az_Do&xyAIcjfR2;O=>ZPl3Dle-2wM<$eyoU>?dH_AkNLOcOa&
zyY$b%hYuHA+x0KtjSr479JcH$jP`q9_`LU5!H0tXnZVuqAD#yOsAH#X{ekdt?;qF=
z_!iDOJD+ft&skY1_aKyeJMaN}3a)x%1^8?bmv-rVS?5FHbH}rB!(lo23?rQ7=Z2ev
zkFE<T;5Wh^P(GJ~&&K10&s^}i5BSv^2%lkn<b!v?XKnPS+I2%el5+3I{MrqC8i2d^
z&^`*>J+CqOV`<kZv!&eTe!}P!!ns`oE)ZPne;@FUvjpD~<-QF*h5v~ggv=ZB^KZ~^
z4tr1e?DvV3`}M7HLw60@+hTC}uKnM$2<Q5oce|9U^ZISVH|e`&!6NuO`kjwK|JvFz
zj;e1D`c(L=m=zq~lL=QE<-xzNGkETK`NzO#CGuNp@uht~6aEt&f4_q8F#dBuKXZw+
zYX|T-)zEKHus7DhIlylO?(P>n3O-wYDST=`zw;Wldj}N^SzG+Ujr+(4`x4Im`OPY!
z*Kuhjoaf7oXX1u%Q}8((xO@KnTJX6W{;BH!hk#Fq{h<24&*xI^>*$}M;9pEQm%H~6
zsZTTTiJ%{j^E<jeehJ*Yf2Q;c;qS(C&H!F>weZ(^zC<{eyK#TPXQ15AL4Vj`A}5NE
z{8IS4=k5;ze)y-t=N$042KY_=h0kc<v9F|D*T0)cIFHMC*!jaip9206&i!e>-3&g{
zpN$*JLqY!@@F#1fK2P+K4|e=N;eQnDCGCe+;FrPP*adv<2i^j?+7b8$Uke}iyw%~r
zPr!an4D?R{U-(C<&rZNU1m6E<!8Zgx;@_wz@^7`CO~ALrzMI;ycLR6xPTv9ksk5)K
z)i=`rKi(KOB_4?WDJPuu$!U&0nNB#5%UyLcjw*+{{6}#2Tudu)_x^#af!84ZIS}oA
z5BLnkRkXcpeJlKHoPDUnfV=mo{~q|&@Qe2V|I2`X{i^h{%GFQ6-@Z<89p9<nN&oEo
zi1g21;In}6Fg^S<@SQFfK3e~N-wVCF?^X)@D2=az|B1le`$ql*+&wq_I`AEE?pWu=
zHe?X;ygn28@G5U(2<Q5{eo7l~_x|S<z(2-4HiJ;lLH`v#$HCq>1o(Ku2jJiKuR}oZ
z=E)odyclt?1MsCqz}@_!RlwbQ0Ji*})W^*e7!7<H;tV>!&H!G3INR<h_g%ud-wu5~
zZjc=?FZ%u{{1<;G<NFlorxMQeyG#`P=(Xg7lR&?sM&^sk)jPmXds*l=2mhyk68<+o
zE4cRaRB~*2yf%bgs`~RH;P<{8r2mv~uFuQ^rT#zkmHG_rBlz(vq&|N@{fmHKdzA1w
z2la0-IEbuYiwWoY^hci6y7=r3;C;^)KHKPb`U-tzhm@=RUqm?9bNHONq15@91bzSQ
zg}wxQZUJ6;NRZDv;B&{*!lxSa1#3yUr*0_p!+{@5IF}ngSLij~bu;MaKrh`2`pt-d
z+j|w_FxvlBz}NH@{wnkL1Ah_vrx<)z0skI;v5xN#gzI-fYJP3?8!5Lh^p(m_9q{zI
z($C}YrDK8Lacxi@o&<j4IH{+{r=RezLYz&<WhroXA8oVW3jJ$X*R=lo03U<AIBoAk
zz~_&Va%)h}LH&h~dym0^z$d*Qtp5Vw?mf~s6VBtf=hbn;`4;eh1Nd*A5nScrd+_-L
zdQ#<K+B#C7<%mn`KG%7KGyhSKNc|Up|5DJu@5Jr@1N`@}>vjeGPU{N)e-{WJE%zA0
zng52HNPG7N{guE^+EwuV`p5_O0`Hd+{8Hd+ttb3ly*d=Qdp@fY_zK4#xdiyY7lgl#
z@9V&?xL9zNx8JQV<+^t11Hf0+2j%S(;B6_vw?%vR*g*K4hjMi;TnzkiM<1>Re&7({
zqjDSHQ24lUjQPN;AcwjR-U{5kzvX4Zd0aZzmG-Lqd;<DQpx-t{{ny?|%60GI83p`~
zt%CJj0KDpR;jjAbY2e?)gkJUPM&z)t{&DZGo<lg-)6H`}3G}VVPo9i=z6g9P#D#tb
z{6paGJ2HJXk#e{Am(-KOS>~sRa4vUYwcu|6Pl4WDzdizfHpX4Yt8{?ycjF}I0H2R@
zI@%9^10Kizuj=OszvKE86udAzj+)4?6ye-&_hTPZ=^q5{-sk^4@H?R2R8L+xQ24m#
z@}38NGUBnLQ2KyPg?=FNM%sW^5zhTKX%p$UQ~SyXS<ugTOz<kuFD0D!ar!&^I8TD!
z&DWZ`nUw3ke{mM!MxIy44d?z?->(Dx>wAj4slW3B@Ex#@Xg^FRLxuZu(uGpb<5ABu
z3D-Fb$oyIf`rDx=mH$t`-TMc|Y$5#Jdl=3Je)S?Lw*`ef0lY8#Q<al`TMD1P<D^}x
zhbI!w{jjSOSDy>|ed~o@<?|-sk7K>iemG!|@IMarz$U2ABH#;NmU=3m=LzR=+{GEk
z4?#Z|c?+s<*V#(=FFs%RC_WbW-!ZS%ue=I)MIWiZ+EH%-zu*qxGX?crZ?N!x`c}cU
z{^h{0KT~kklXbv1{7!JyS9cT6{kgbN@b|%g4d~B%MsThFMq5j{4<R0<_#(oYkNdvW
z^`Lk2Z+|lMD9rkm*hcuc=T>GB&im%eJ`2kE?+IslF8fL9sq%A=;bSqzKUad@y)U$2
zTjBF1{0nW@9)yR@i*cYYg55O){7(R0{+D3C{dS17tLXW-q15r+5qRfTLcaoh4k4V|
zb@u+!-l4!R0PfzC^H1<`@A>=z^sBIMz65;E-cIV%e`_iCP2i6Z&gGu@C&9Iz{e}wt
z>VL!yrLLzt5YF`XzZPuoOwhY==A(eWw7JkfjB?KdpQ%3xu6_PD;Qzt8qw{6Q?WNo;
zek1*J0QlTYILqP4Wl~S=w`V}_zN_+^9fW?*!BVc;Z+jBX?Q-K7hXCIl<5GcgF9m+)
z65%rs_`^yM|3dq-Xh-3H6Xx#_(6<4<Y`(N>67VyCmpl6Wec&&l|EGa|@J>8m1{K8d
zF5$+&_avPAXVt2>L5>H0DB;{*_dSTCfV+7YuY%7mQ>DG7;IsD5!pGf*-3Pe)9?%hl
zbA7IRFm5>fwU02m2Y9wa_`eGLC-8CiQ>u26a^3rW&j9Y`&p!tI4%jC;-@gT3ah;T_
z>&3)j!r#q%IRp5tyM$i#^P|A8M;uJ~d=A{b=kTgsg}<AJU$C3>&!~q*9t!$O{|q9W
z$IE>`Wgp;gW4>%D<OONq?s?}&fG<J)XM_Gb!g*Yd`yg(RbzpA{7%t`BiG8%)L4OSJ
zNB5C>s{B{&j&=dx8T1bUci+)CZiLXEHeL8={9y%fH($D9521hES;tQRz7X+^g(&xV
z;E!J^<E8e@`h~)0t?i^-)hBxZZ{9#~)l03w-E*Bc0N?5Qp!{qa6aF*ng^#Y+(}BC|
z#hZk4|GV!_ehYf{9>2|tgum-|?*-h=`&|g!oi7gpzYG1K^Wt6L?!A9&7fZSBy|2@O
zyXW7}2EGI0KiUr~3Fr2fApWD{{sHj+J{mV8sB*PwiO|1SCH;IA#&;CqJTHoIADYH1
zT7lmTf2|DkyOs+5QOku-7Wm1)Z-hNC5%}Z4-S@n<7#UulJqhRfEV)|vYq^&LckdB;
z7kIx%g#I9uJ9(7wanDm+3jCJ0gnlsSUniXV^R)}(2KguE@9)Zl&qv6&p8@(Qgq!|9
zO8Dry(?<Bl^uD>fFL|_~$Cs^NPZQ4V9f|nc*7$7m(Sp10X`TuEYxIw{_deimzQotS
z-(M{C+ztFk?kW7o7s~t^3j9RExn0+8BlH&nzYO&2UMslD`3InP@5TKQ^s^on{!fEX
z(Oy!nt54d156lSte9(Um{Oc=%<&N1~>iPC9aYL#5r-u^G{dw0JLO%k0I)J})zToPo
z+y&gdU*bF9?tPfs>?8bNyei1268Od|1y{XyF5zrfRKl)M`FR}lYc3Xgou}*VEA4X6
zzYH@t8e{z$PdK;N-H(2daQ448hX1uTzVj03`@s&>dLFPJmz(=@6XDGNYbTEVHt>i3
zE%n#^reSfZ|7jn`4YOnV3eRzbGavUJyd}Wh_d!+?&i>06$T!;zReK-wk9;KMYW!j7
z7~#L!U4j>az5=*=pVC>t-@ZlYhk$++@T+eVT;*ifvBJOq4T4iQnxDzQ-S>HKC!FWe
z@&n?A?tJvatDtw^>p6Lx(63)B{MGKgnQ-p6qtXAut)O5v@FyM>`ahXc3JNBU7e3SH
z2<49`w-dPg?(+q}hn^sOMuGlG!nxe-?*<P3Ul@A)Vf|V^A@uWJ7JBWsdf@JU&3(Yr
z>x?yA_5!c3fV=l}l}!--tIrbty51cI{EdqQ|1<bp0NjnoK1z6)oUgOL@OR^!LxI2d
zMX(=|z}<7N*AmWhI}7>h8=*e;fIfYl@KO7A!--PvT+Bxu_bl*JoxJE3z}>vB!R5l|
zT+r*fc0BObbEMoQsL!2*hxNn%2<Q60@VSi37NFmJlJH-3iSW^Q$TZ*$h&K)d{V~7?
zIQi$-0iXN5@F@oU{}Imf<*sFMgXsFQ)nvgh`@7&%L0<^`$~M7O|5p&sa_gRZT?G1y
z5}{W+{|3;z`S9NX-@(~GEw2#%?mfVF5YF{qb&T*=JL+GccklaJYf5<k??O1&f8gcP
zKWgvI1%93rNBRW#B-kfI3gl<-RH@ICrwE_F03Ss-^N%B*wk_~efV*+{XAB<@S-<`T
zdiNaYanpqV3iu-`5BCCh<LVy~&i(dYR_b{!%Gj(@_}uc0;0?f=fxGd;vw*w$XEkv5
zJjm}3i0FU9xqsaF&tHMpB7baG)aQS|-E;RlR0$vV+<F?gYoD9}{08JzE(HHK3FrQC
z-;Mef_{S^ahEnxLtXj%-?<>9u_}!yrUT@z=3K(4@^d->S%4ZJYCVsd^=+*B#o^Y<u
zibti~GGSA2Gx$7rpwO#aeFpr!Gh`e!zS{3VDc8NXVRypA^wLz&yXWy=0X`h<Ivw??
zn;y>RB*J-oUtcBlQ9XGlaQ8j;kAat5A@q~LKYoz#ao-m>0{HTVV82}g{PgF9kFH;D
z1HbeLp-+K-#f&}$L-23=S1sXOfA@X8>wu3f5k6|?KTbH0*OF`EhK>3cAA$b%+oV3a
zUMCI~{<|YTMD42!31>bd4-k5q{^sWm;O;%N-vA%*Un%$czCypwOyTd|XI>86J!f<k
zaCaSlfpD(R4GmJC!-RdohKC4$_x_V*gonx1n+B)6k+D+GrD)e$hYFv)r$~Ql9A+YL
z_uh$lgmZl!*j(zfIqI_z^dm8^j{yE0@T>a?e_ijkK1|A8_pidI3iO8%&ivhX;*JBo
zdtd8P;Ll@SQ2u=m5ATQF3{LC9o>H#P)BOl%d2`P@{~5S@Z~WRxspr^}q(4=jhZD|x
z-2IU$z`sdIKd4=F4B?!=dN2H@{^*Bu!T%^{-M<lh{=1FvsRaGUpx-GW^@;V757wC_
z^&I+^;9Bl>gmXRJ`>RWVyZa_Bz*kjExjK*j2>kFzq(ARKeSQM|!h3?>fcorPE9JWR
zQN!v4kKZEn>en0w+<jl*X2Mxc+;=>m0lj-)$M?Vo!Y)<)Fs@$8b?03g_-iAB?R^Be
z8~^FsAbf613%$xi2DqEoy@GJAzx&?hTcCH(Z`P)Szk46-Il$d_OP4CXwbV!T<THea
z>4$ef|LHKH*Z6Hwqm=9JpQZ^9<8vnH-?>=EQRQS6aQFU-uYnJLSLk*Aw$GMw&$}lm
z4_6b;{kCdH!B2v`Z97Nsl4C{ApYJOlloQVJfq_nZU>4yl{|&e&Dh58c5zh8NfwQ0Z
z1n7%kC#(Fd)g<M*`Q+Oh989fWV?h7H=W&C!^pOt_1->RO?NU4Tln6eTfqvGz!e=wY
z@s<+K?Q-{t{s#I{56bxJe!)LM|6kZM__SchxzaB8oL~a@E6|@R10BHKch(jWZuE@f
z->n3GDC~UYQ#w!R-MH%_!g<_>OqBNO{8|e7OK*~XQ+fLz@bupWKU2E7;4jU>-_6ro
z3H-PvK|X8I0CD}V|4{I)`Us;Y;4^{ie&0QWb3ONMlzNt<+*d$f=j<bV40`u{-hQo8
zuB$f=0>1h}sgKUnvk2#M`wta-0P49M^nI}pqVsFRHsL?=ETPwRa2W7)+C&mGAF>ko
zX;{ZSzmjkrJ2ch&T1Gg>hhM<Drk_0)LH|$iZ(c0*(R%LGF7-TSrQnZ(Q6q5oebwIs
zU;BEY9}4=F!0#R}?b0~jx<?5Ar_nAQuR7rFdtv7j9@gGJgMQC*rQG#V?j44n-XC=4
z%R8Xo>}H|Y^=`|w)W<zHJqGyMX9>ObPY2<wuWonZ7>hvf?)N<g+<h-;gN&5x-n)1l
z@TG@IziC|eIp7QKlluG#?cF0Qd|Wv>6}Y?4GOk1DCph~5Dd0KhMmvRmix#Pm+B4f6
zDYzSFJBV<e7lTfSn;ORYNJSSAZu$*zSM}e|1t0f(%?H4@xL?})71}#&KFa+;aFvZF
z!nxcVPLgs@1O55HSFbPhYQNnMKF4h!?OLageBq!4!r#ruJ`eb+XN8Z-&tt&d`#Syy
z{1)_^lu}S|#8FaD_r8&Zz)ytVt^NEK;j9nGK^{~NM;<MFCJvPP=zdL&!O?i@*Al{+
zkNf`4N8q#K?zo{Ihjnf1V}#zlx2+ktyKnLk@H;M(`qZK9pMZb!fZ)1bR2?h)OXo<>
zs6B8c;X0;P^$Xqry?Z`%%j1O4zo2I}#+POSckhL`6S#X1L-Fs0&z0XxJ=H(W5FS>a
z^9)Y={v+e2#Qpk6!FNT_zd$(mzq`NR|9HV)LtIPcWE|mP<u-x-u>*us<3%fhuMhi8
z<1ODBK6GBSM%tzKca1nf${jjI_^4c+4BU-NyaD{^KL{V?|C<wqPv;uJ>(KvYz#B2X
zLxC?Ooad=~kHp2GU%9Q+N9kV$UVwafDW#y`u#==*_rB|kfj{uKU_HN&pf6b{^(lKj
zZfba0U#VyX@EOYl*EsOCg!4Gw@jv0OdSknj1wRt&i{>w#0(|l{La*}wBJeouKyB9-
zz;}TCrt~|WBK16Kywv9wsb)bO_~Ba#2aOLL0^H4Szn*Ze|NYB^UhSxlfp;SBQTu=6
zQ-%JpmxJ{`9Ju?w-mSphb8WvrP53;tI#}+bgd2I-Q1JcHt`C8`_sswH58}Vy;P~%b
z5zg&ezV}$eVF~!$3jD7ff~$S?0r1<AKlTLZ4?kV_JiUp~tG#zV;atzM1yWD7-<AM(
z?+thae4d1Vr}OJm;A0S%)AfCiGo;*IopWJ_0I%9b>a%knspvJp&qUtiWYqsT;O=|b
z-x1FBpMku=PS6iHQ_B5gnef+oo=rH@kF1sUo(uZBL4PUwNA>nvX9@jXvxHvPqmhL3
zxHLZ}xcYHN13wXYUqiwF8Q|`_uJvaNpKm5hJ(d1$!nvNOV13tk-7AC}zY=zu#+knW
zpGkL0eRO=cI!E{~yi{=2Z`Fh|fA`*o1)z7|2e}UTEsmeH$s*x@`~<0gE!sO3c;in}
z?g7AW0p5UoMb!hFpDXowvMz2YSND-G%p{!KyD|0$w-C4>O*r@ewSNe<>k8oSLr-el
z_@9P9zHI&aH|X7W<qkYg_`7+kml4kE*Rm0Di%UVld!TpU6C8TJ@NwVSsV1EJ|A9+|
z&mL&+383E)=NDA2UITvo!_r=r=OGse|M8e#s`n-Vch5(h3496ku%2Uj47jU5*SS#Y
z`Qz5Xa(6X&pbN|&6G1;9E%Y~_U8fSx<MnBs$VnBx`Y~`fA8f;mgno<Lg^$Yl6vDaR
z-1{hMf#3a(^rzA<03SEs{$Aie-Xi=rL4DT0SoqJ!eAo4^4EUr`!as&~B?;$tH9aeQ
zRGx1G{T0s${UxA(6ZB)@7wh=$Mg+{qz3=x#;O=_57<fO#Z;wFz-va()v-GpdN!z8u
ze^gR%)vFH@&i#4(-=v<}4{w9sJ;(Q(%Y;wG_0ryTQSJ`Fum4tXwO2F1C*XX9+I7nb
z=W=UqmU3zNFhBnX`inmnKH8rpmrJ>=j{dm}xO>j-O~RRfzp=u<M%Wjue}(XI-<{bN
zxO<=8nZQ5$RO&Mge7*+mp0C{Kk5X=XU!i}xuY93|a30?QFAF{td`<@ai|GHyfL{l^
zb0?uM=p!FI1wKc;E4cb=KPvyLg8UO#O1URpF1YsR6~NuRzPEtCwnpex9ya-t@R{((
zAfE#X=YDqIr9A@luD-gDaMtIQUy2;6zx+4QyLRt-i-rIF*Tqc-XnxM#gmZto_s})~
zckdCp8n~Mm^ak*Ck<YC2@q6HF!_JRkT=uz2%60GK>LffYkMUU0$I<`ez~?@~x!;~!
zChcki{u${1?VMX2akZ3t;*HY(8i(&BJj|b31bX+rxIxzlANM~0#lYQsp~rxa#eElQ
z*A2K<_}q1KP)_CmAA@yS<?RUIZob*&z}@>cKLtMUL*bu5|Lk?0l$(89@bSQB6VCnc
zg|jZ72Kq&h3%%;YXAC{<W1b|q+C^(X@19Tp-SskFvmTC{5??{NyBi#TSieppoaJ*6
z{2+~cZ2RZ%@hTyl>8C=^sQ&ytaCiUxHsCw_L+Y>n{A~pPfwT~Z$w?vMT<(?FpHiBN
z2>MeEPWK8zUul2d5kdbB_-})J1Fh#CH;TWr%<*^jC!FhZ9_GtD^yxW-^L&{!McO+R
z_)^gC@pP~s`rIUZ-1o2+0)OZ>p;!CxW#H+hK|Vun7C!F#YkLCk5C1~@?OwvUo^Ph&
zriMD-{|owNtjlVrO}Rzr8~-l!C1}?y!nq%I*i`hS;x_^>x=!k;{r?Sc_x$x9w+jEu
znuY&?eWZYygfoBlKB6q}D|VN1RSxe4pW7c1{8H5OG2nx?m-;-`S3X#0374DuGnjBL
z_p5b;&jQ5d9t2(qyHw*;YuzUF`&}gb)vl`qzV?fPpM|290w0e0Yrp;GcH!f`e>WVs
zo1b<eaQD91+ko$Lx|FNy*Hggn*k0OI)Cc|W7b$lT<V5BF_k^>Yj5suI2=@T}O`!kn
zUxdHXe*}Ej6~bTR3ESQg-p`{5=YDqc31<Oc{6FEZV{|ld_g=fB?-V}nea=gO--UZK
zYS90C-X-lS*+BTW0-r%R*XQ(or2bm&CBUbn--d$zJ>c#=13N4g`{4`tgF1gF5YGIs
zh2O3Hc06!b53F^!&<}CuV}fuVm%&%YO-)Akl?t5#`a>_1cBy~;AaM75*1rj7J173B
zv{&VJqkDjV7Q}}Vu6=?oFuxLnbGvSOHz*G$19#7%54%_DzvQd9`Tp=e!fh<!%xCOR
z!bi)x6!?$}1TPozg6Dy|_n#kmpYU<tPd|-t?l<@S+`j-nrcCOy4E$dO{>=y}SK~Hc
zg1_ruY<$1)|9;P4{r4iA+trTy6Lg(j2>eq=9$o{VAJ-E;r=mVzgZ@F}6{msM|5f-`
z9x3BBANVW47r!EWR1bd(+}#JPd;sI_<Oj|noa?_6@_AIA&jEeA6Zg0s^zJ#hQyvsP
z3x5dq&q~5|tWkCI>-`A4??b}JeQ$jd;bD9Z1HF5n@Dsq@cU?aO?!L#d?ZZ;8`>x6X
zz}@$}ItgcabN7{=2fce==<dtH>wjPbo+X^e#obT*9=Q8%+E$MU{Sf4D>o|@9KKv6I
zms$+MX@qnATaS+$<QCx9gWi2t>k;6MD}>KipzpU_%I$xq;3I(V415^mLFdJ>z$?BH
z`XbOj3w##huIdM^|ETbH?}eKP+`YeXI&k;>rb~b?{gafd`uSzx?)mQZR!IN2_w|h>
zoX2I~_k@qO>k!~CqW_iuoxnF+D)g$iKQ#Q&c<Wcc$HL`gU&6Uu_x;c_fj=@>^n<R0
zF9P4?RVnvkl(F68!so@;1wR4!9N?QFj;D6TRlt`I68@V1{~qv~pM;Oj&9Wz?-!9lf
z@JGS_0K&Qc6VX3M1Ahqk-rEa*)noqzpI!Hl8_I7$KlsV;{%JBey>DA0^n3P^FB}^|
z|03aBpY4!usq5qVPf7jV^9$P%&h+kmjB^R+b#|Gv&MpM~^qZs~)DB+?{%(HD$DkkY
z$jR1EOSyv=2_L=BXJ6p%`<}-EclSqbB%J5_y+2C-JdXZ+0QkxU(*N^*D<3=pJ`dpD
z7#)|@z}@w6t!Jd3bJ3qVe@lU%iF1OwPjn1$_ui82S8_eqEBJO7sVAygFpO~S|GQt1
zewd37{$%JkC~)If4}*Tvc|xyos&9aQy^*wcIQV3qmHwHC{L<FG^1&Iv``;foz#ri+
zEF+xjGZ^_u8lU+N_yrg*)dS<66Z&uWkaE@kIs^Dk*GN5;{z2gGx!P@>7e0rcCG?uV
zG?s9)Pl33W?o-qf&f|V9{AHcjCxOpbyGea?Tpk6!@pHlY^m#$bb?>o>10R6<1BaqN
zPa~Ymy=<BEo667apm*<|{1mu*?`!GbQ2))PKDrM(m2mF=i?0jT^E%+}eGzW}ckc%%
zsIP5qPR?#=YfWadwdrg@eL9=Tb~HAQs4qw+CylF0R+LxQB$EXVsdQ>~Qzn~AC$lZd
z`sTLQRHh&VN+uiHlCzuJ>S~*l4cWGICRy7tzo5RYrM)?oO*M=dRa8<)oI{9`jZLjh
z$=Y<fc0n@LnoTb#XiV3(q>>FCEiDV^E7o60qRa+J=Vsbk>)YE$(EkgPGpn-|vC-{K
zsruBBO_@}(zO6NrO?T91@li3gxvjpIYDYX~3plcAc57QYMSn~!nMBMgVx{$M4XMhu
zrq*mt+krI`$`W&}56hY|<Jzc_ZO!B6)TV3esb3P*W8RmGI?VT~v+1VR*@*>JmG*}t
z8=K}&?Py7*o9Zj59?hvlWqoyFlD=LME23ejpEo|$o}H8As#&#Z&DJ)xW~Qc&tY~Vb
zuS~A5j`4StqKN9>Qrp~gR4Os8!v7ebkE}}7(ip}HYa1HIwY9WR4;z}I<kae9Y$Tw{
z=Gyv{`799|olI6%C2DF8PEI&*>bRQnX;VoIk~6_?^t6ujFU3+@P&PZ2olY%i5XO^J
z3o?ny>TGc)l`XH%RA)<?Q<)6?D^Xp`|4sOfFP%5Fqq*4viV7P#+MAnbkW(@S#J9tA
zT8sa!qR}4FnAV2Mbc)8sp|-}HSf-3f7`jvg#<q?IqH=C!U@VG8rc=$S+DuA#DlO_@
zi$WO)1I5;Jsp#iY^QCbm2^yx+=HE37+Ea<HhR6F_)nt;a?op2~Np$9+oNVTWFmBE!
zx?*gTr;g}?91<|9ytS&fb#|(}sVR}DYp6-qm|2nY>D+vu&Yz#})20RXr!%M8)r^&z
zS>2gRXPfGpQ#Ebf?{u3@NrvZObXTgl7nWzrTeGRz>DuN*gC&(Eq_50W&(Sa>Y8D+S
zsBpSMp4pZR#fm#w`fJ)Cvh(wdvKeIe3k!Psg@(GhkzYac%QD$?YkOUK9#j?2OVwpL
zpLNBos1PkYprege8ENNKw;PJ8vkRJ24F{#0NL|NDkL2HDc)c<6ibRy=n8<gR^D7qM
zRo2nk)Y`x*HG0(1wpf`|f~uIRZTUs262h?u6)Gwo+tJjV{iSOa$+kOH(;4C|2+~j8
zSrAHMNw#FNP4&h|XyOHt{v!LPwzVPIkRqugLxBG-Y-%Er(-pU(sfA1md&M2qQak@Z
znxG>~#$?8~b&x_Z>kBQ5vs*io_4DUf6j50Xsm9ul=4_G-ih0TQHd=BP5ZV3})5eae
zpqg~lCCih#Mwd-U)n+@=sm!>dL??@TMXZdtW#^D6G$hH0XzENQ+dC6Qg}G=pT`)V<
z>f1N;#U`>%n#iUJ7S=*W0$EEFs>V!7BokA|^P+7GIs6;c(<V%)PLP5fGqxhZ6akBh
zw2=*nWtbd)@YFF=%Ez$=s?L^XX?;zVPpXu$iWRaQB<psfIvXp|erceEFq<l;<uQ>+
zjEj|5RTm|zOOl<5#I%~^G|}%h)4_x$l|L&+O`slWOLKSX+$pN8&CVH<o=vt>Yj#|W
z7nMvwLv6Me#;d7WES4OfI-(<$tfK|ETsXt}8J$R{+tTH&jcvw+D55%f)J<fe5=$PJ
zsgtX-BRf-EI@=v$Y{ZI^Q<C*_QZ&rXsn$e`t&2rzl#L_9lkL6nU_<>-l$>t(NM$@`
z<3#|dA7dkZV>FwtZOW2?Lj`7I#mTC=By~qB*-CaOAtmj#P3iK<(jceAM0GLuZ(@`Y
z@U{iz)g$Te&Z_FNWMz$SB+9o)`b@`p-C9`DHoK|b^o?J!(gyCta*Qw3B3I4yT2YF+
zi)=+|SN*(l0TZ3$+i6fu2byI>ZO+kT*HO>Vyd&XnFy&;VqpP!J+Dwd8PQ$d_EH@-X
z)H8+2Y7(mYY%D`&VJSl}45?;ZL4p!xG+3!L2>=_AIekeKRLfW?%_t(urjm1vacp<3
zkve--FHW^KXr+t%!J#!clTGr1!u~{;!^E9O{a;BE7E!B!MZznJ=}%wl#EM%}M<zX?
z(E;-9aZAV(Wu(KBVvaBynzk~k($diH=nxmNypyg<rAaBZ)V3#Uvu3ap#(@6S22N)6
zSdpSUw!b|b#Z<j0@rfl}@o)qxkr+u{6`6dbnntl+qLCS;LTL@`C>FFl15ckr_=!Pj
zQdE#97g1`6)nO%1DOEl6<p`bO<E*MY9g`VZ+uqKyNeZbY9^b#BeC)UxGm^z4N_fO!
z&KU!z96~Bx9NtRp9M2N+l$xj*<{2%EAwumjw7dt4X9>-R#Aq{#SU;505KQ86AheS-
z7b_IY1&EcIhLBxMQ{Qe4`>@4<M#}u{(NIh_V?m0vfvk5-7g^=X$utbDKQCzsTF!*p
zA0e~!c-r2_%_1YZzdAdru`PXMZMvbnDojU_e@pUIWtNC^s-=x)AvvBDg=wv))qwh~
zB+HH<N{%IKcs)*X0p%4fg^6FZ%KoZQ*3_0UYgq|7<&8X7ij(C8O=!tBHrLM1NEm}E
z{VVD9QLL2O+MpK0hBvri+4GAQy;2#e4Ar`t!b0r}XhpA0Q<R~eW)CedIrE1~=+<;3
zswv6Lk)$Ts97%Ao7?}uF5UP8<+Qv$#esvUvqi~z8zQe7BN=RocU?0&G;-yk-UN#BX
zM4*uwoocNmV>a2;SUw|@CQB!2OylzMsnk6&`U^G$EsD+UsdRabidrI3+G(OFoshjM
z62r>sF}-T3H`&Mlqn=A;jhU0EWMwElmq*ujp;UO0ZD}!cn8vR#Y4n9rFYdY*D|PIW
z#3WY6LES@YpA2%c(%X(?(~s<RGA+oCB$3IHm&wt}F=`2L7HL}ZN|H%-D4Vjzdr37U
z&FpV#q%KO$ucy#pvNm_w&ut0~xGv_TL~D{{6VeD*)tIOusUNb+nkkZ4UQeAA<9R^l
zrZGV4*^H`BkQCGOCRN71RK{55Bn-qVK?=I6x{kFFF(iJh0^P2lcC<9Lmd_<ylZqze
zO~<u&i=#JrjUM)APmDrs^`sor6Vh!h#<V0EFHDZEX`7d7HK8(+rY@wwvY5)9v3CWg
zD8{~;nEBOY>NlrM!~yF?rnZ`w;oPn$OO9vHlV@R%jDupDUp#F)sS8KxJj>Pf>VyUS
zCsxkkZWt?3ws>iPjY6!M&RW4p7CFYbwT~H}-4{nzoW?~Fxm4R1wNR@+XKJyOBt#NN
zu`rrxo?*i$q{yOVk|qGDKeLopg10~J)|jzUBP}x3CnuE^E9O5<jNh!2C{Ls(p=}*s
zC?jX!U`!`gHm8<i{3cR9p)GBUi$I8ot50Tpz@m=!GZ7TzFGZ_}ysh*sK6goqQ2#vl
zS$2$qg};ze>zzQ?U{E3Io+n>qJb7b?h%fJ(YGK~<&u~Oa>uBStRmLg0>u5i~HX}1+
z|L_(;P?M9ObaS{yw|8Xbh`&RORCQ@kz|{&Nx)+YJKWO>==~9}Ky6zeaB1}(EJv<A6
zJbS8GvFd~fD<fAPJqGO+iDokcdG7QiV8YtNU!2%A6rl>6LopL$Ek|rLY{rDnXkE7K
zq3?2K4dvu4t^vc8>~q>w8l5cX$Zb=WR2uCpX)M9pWKze>G%qr$SzKgV3VkuAk#vvI
z7}Hv-X%EwE*xBJ_>IoWP(s8r~tDVJGd)OSD6sgBW?<HwRFImsdK{>C@;uer>@VHuY
zd<H4SNu&kGxATI{egm!0RD+h<dF0=-dtn<Gsyx-sh*auSOmT1-FiOX$c{ARo-z2Kj
zG~Ww6ITJB->{JQ@BM=rp?|J7_&qeMkQh3IAe<IIe9w*1oB0SD$1%;tSAkB)@nf1LA
zaWg;g7%&&36^wB_a>J5&LlqhJT0=un87u7Nk4aGpi7D??bKIO|nRZLZwKaFNw6e8R
z)g)@jc4(vA<vboO#pFDXRs+J3(@ou8NA%Fgk-}=cb=8@^huS?wV8!c<mrbp%sEe5h
z0HOuq-WksjFP<c^Twa)Bw4Lm&%A%EH$(-0)_o}A;xi5XGBg!jTyXlHW|E3j*%T3gY
z@Qxw_%Oni=F)lIg6TU|`(hD=HYd~DO5X@jWr-;Hiyna%-<7?`hNm|+OMmk1gd$O^;
zFqvtuZ}ws#til@G&2B*z^)Sr~GAwAZV_iZ$8CoN5S77nyGP$k2D6&wCG?p<<qf*xy
z)13|K&q!O|pF5VFYTCovk^e6ieHHa5w-~MK`6@24e1tV}M?2=m>A6?@Fnw2>3N#Gk
zipt5-qY9g-QlgyxXB<Q9|CG~mLW9d8yK??F4;*z%QIgmE`ALM&W@OsAmGsg6M8<y^
ziSXBl*eJ7FmcwKpOM&~6R$4gWR|T!M(9YGxf}#dfk{ltYEdt&pqWmK}Zf%sh&!C7l
zOgN|Gz}6=ImB`fBwx_Cj<Ab7X2@1XyCQFScnW*9bQAx7OB!pDAHD?k{uGbQr7=`R8
zPOF<s8x;XYexseOjuK<{Y2eYM0qN?CMZ;S(X+mjx6S;FgVuwIio`B+E_Yz7cXfBu-
zVwgEXquZ5Nsc|-69l2E^CazBGBBn#GV{nplpqPxDqF6|tSCY1ybc3>rY#tK4M6!Gm
zamaNDx~o!twn8!M4%r<POKMKdCwZg9kM=o~qSQ<pv8BB>jp%LOrMrt>Vq1cyqUB<e
z`f6*>P|Str78RVy7=2I60EHCBax|xU9EWg7EbRq6EF#^Fvh#(k$5;#eRNI>80Aw?z
z-%+4TLY}-(jihPZo=rmmWXM|y4XjYE48<byh6iZYBI;n`UuOPUk{PlN@>I`wy8t9)
zzNsK{+?l!THOS^HPfSvQB;MWGr1bZ&ESI?}Z@$ZIXj&5Hb0fum4N<JzWo(Gc#>&qT
zH`d~0O7c7m-7}MYR;fv(EvGRU(r6KFPr!?2tzm-pyy<LqPAYZeRYT^EwKdev&S@`|
zkSbhfDTx)yQX;XzfXc6;ECn`SnrNq?sv&3Dpn3#6@Svxlir$YTs7;3v4hH?1oEKqA
z-=rOIYm=VyaA_%@Y(DjE02+RB0)ydZ)5pfVaqa7<0irmfKh4TGR%t97st7mS8iLT-
z7H+7DX=6e!)maKtOLP6TJ78I17nN*V>dhQ8${4mLPAwbD-h36FIn$Zyt)tBR++J{N
zlIxu%N;qt(*2~Y^$&h}?JHf0D{$*s`u@TDHMo2a{)zv5KGaV*T+t)CoN#ea!HqIsE
zG~*cU=!}=tDB4{kXBiXJ`&v$9O1=E<%?2ah96YI^#01Ue*8cvL)OD#zC>dKysb4YL
z_02aT^r0KvG2d`4Crn{G<jMv%c{((t9M^H8I;L}+pbjUz_(2_T3~q+gwuG(k$pSG`
z+{A4>U0P9Bm|%yNG{VR<CCjz7P)b_88VnLiuboYS^}x5)M9mpbGPNpek`!g2SpS$L
zdvKZ7cFK;*HbMa=i$)ZUC?$dDNgT?b{<)KmI>(u*?6=6;&vHkf7m}jm)G)FvpiemH
z?~5;wsyjwTVbUbj6mQZ9ULtyZGk0u;mVGWDdKyOQP1|cNNls!N>R6~;A-ltCi^_SR
zbluDCcB6+W@<#@UXYYt9P}~{F0v1o^*RpM>)|4(sJxkeDCg{;!Yn{7*-9)k0!|YJ9
zDm2lIddHjW6hEi(*yl5$Eg$FN%{EfV%Ii@@<q!4FvZDo^%-0Ux)TU~>?hZ^N+YSz0
z8`%<VZ<bJf&*iJki!f2XqDHCQs?g2})s}?Ax3?{+AnEQ#l-vw=bK8-;Vb|8d*+?O6
zrkFbQH|K29WHB-c@x@|GU!jazQhStkmT7BbH-J<~6%17oVoOzOf~Xphka9Yh;^(5$
zs)Be|jBw4rl_)0_*K2*y-tEM^+!>m?ClT#~1_Nf)Ba^68@}_Z2no0_b^NPJNn{F`F
zBqz~2!EqP~w1(t!Q1r`e5lkbk4V4*8e~D0JY<04(&9f|<(Ge?vl<73j`}nnHpsRl<
zibZpd7Nrouv@{B>5`K-kDf{fJN)90#(wsHRgQP|#l^2#zm`T)G34?*Hnu?ZKg47=@
zBKp2-OZXc_!PSc+lA+5Nw#a+1Rm2&@o>hSa@VqOWOlX*S@CuO_7wy=gi8a+QTc|ny
z2@RR0mfX<(5f&|SuP0J?O_Brbjk92X@JdNlp`kBA#(8j=Ca)q&p#4~?6>C#n5~8U!
zc0S(B8&l~#wu+en2)g*WA=(Lcmb;h(G8Z`wDc4go_JA?V<TGR2MW<)vsTIjA$I3`W
zP;6+lvDs8nW8%gVd}bn_p%WAXby}gC13}(=evPiWp5tJpjIy5LN*JDzQH5@$Z+HP!
zVdi&@<y)%%ZB(1RMb8d3+lx8gCJCFj%Pu<?WKz@G9ToLs$Nc9+VG#5)5xp{F_>ETO
zJ<{`ytPLEhbFK+Mx;wBp)6J!(xYtV!d+a3ow7KKewi{6pFH&MMX=AjGAgtP!Hq8p;
zqWV+ONe(8p<M~7R#mEi=1Xn^=WJ3HAS`;}#mS<6<I)`y}5;?t?jz??d5z~U@g}S4*
zU0EHIU%<15ycdlhMX5fl<xa|u=_gSGqrH<+YDg(d>6GZ|hn%3P&eC3`d{4MrQ(e^n
zbt8LW)LY#NtC}E?zldw_hxVLmXsT3C(#a9FDr<=m6*2+OKz@LAc1ENs$GGiAU@%09
zNCk3@N0M8fIn)s2W8@~z_S{LpB20p$!$@`y2?5zKwBqva5ZOcxlmS}Hspk|NH`YX{
zriiF!si7*BHZ*b0GVh)xCGC!KP%%R(3g)a{*h%g6KB|=#DGN;DgxXA2&I;1%qFZV9
zk(b;K_4Ip5Sjx5Gi!T)+!h4`>7LFsg(p(P^jP=_4g!Z>%W<wCsVN*5xbWyCRDMPDc
zQ-j$zHD-=y6pixT8HCr&wEH=_L)DseTQFE;#F*1tLQ-E)aE_e#_DmkzfCS2pcfgei
zJLX|cDs}E`vpiyQ>fG&_wlJP6tapwS7ze@A9wv5S%*^WXH0^R%PWbVrBO{FwlTB!h
z9}_MzdRV$XcYCIkPZG~p;iXA#h5Ohs2($5}L!3|+`8s6!((EgzQ_1XV_!*jcbcEfv
zo(mG#u5%*H5vxe9lPg<f+=pSkOX}Si>U3VqIUUMzyHGnus_GkUxhrsR$C#25jP|6C
z=|y6QlZz5Ma{?<vz!mXg75)iRuNQvV)vuH`eX<KY`3dbgR_*@suBMQ+|4RgUQne_A
z;H7G@LE#x?CRf`XmMB{~B6`nTy*U~55b#`0NDCA;*UW+y@Hc$PP?&UmFh$I&n{G0q
zC~GOvZ(F7lh{CtttW<C6o1!FA|IG%R@knX<!I9AF_*J!QWY#w;Po9>R78)!*n~@XB
zw5D{3cS;e_&}1+%Sxof0#tVp7bx=Ai<=*famnemAW#;M^M|)ZI=1XRRh($-cL3A>z
zvUWjpn>lnK8_!ma9hE}87UH0Expt5t-0iFxYWOrc{J`qPv#aH>LHKbhHWb*^(zVkh
z0kJwOrEk#@nT**-pbUnv12s7Vro9$a+NvgWfp@fjVZu9aAJ8t5+ZG!9FgpwGDqxQg
z9ig3HL6;%XDHXc%K#KP!OSp7WW|-L;F%n6}AFpcE8@W~P-r>n#NgWn(9FSE_AV5bq
zHPBYPxI~uPGZDF{BbNcKM-45Mlo}D4NVQ@nJZ*s)8$z8htLJHJ&W>;UT^%c<K)9KM
zlx<rjXPk`nU}vS}9(BqUXICHRE|Z=K%=-Z0YT4A-svJyV+>2pXiNrwDcVoqYSiG+m
zVnw!&fr;nM2rI<zf5i(xv3;%QG4fxDz`OX~O$@)1cy(*vgKR{~KNE4Y?pouUIVN=`
zt8lN{xaQhShAvezPI{))D3sizQ8Jp)t9-)FowaoA?q{8b=Old!15!080W)WrF>(;g
zU5EXS4!70V;s_{k<6id04)YRpC68MwMB0$Ad=c-8oDmWdQAdH}KEC`~tE>utkvUq7
z`wqgBM~PIr9}Z#eO!60p-nsOlK4|np8ES?E`q{F11CAEyuO1!hb3!@^UI`^m>}@hz
z)eN;j%uZ&zXP5@p-0mwWKUxtkY2kg66Wxr_ZaXQ6uC~&C$@r#v&7n19G35Hhf*ISW
zq@S`KH32o=VLtaS8uIjCm#UJyFWM)eVdVsG3P*R5SBu1N3gMc(Z{Ag;8OL5a%w08Y
zLn1B|MdS2$%BH4P^M<7PW(gaK`YkmaaiGdv*+ci)(6=<#-Ocp~uD~HvlX{4nCu$*F
zbZAn9*qwp-grG$){6~t~$yo+8Ky`^bvsAwA%z$p$$G$_y(WQpw%A8}hDtLCr3*^Qg
zxUT1-IaO(TGBXNS#3XXpieD{cLkWh-bkpoPbb}@9vB2RPV`t?Z<eZg=3|PW`)>>r7
zR1KJs5`jz<WZOFEYL;|vzLPacBEly;5qXZ#d3~KDlrx@nS&_BZ{S{6f7o#HlwJ;<w
zNxj;gy_jfokr+e<9_Yvgxk`K#o_d|Gs4@#Wr5CdGlg=g^Ynz&LnrW&mI-!hj72sRh
zjBQ8-1s4)8bglEKCp|>BUvSzEPX2lsvmEvJGiJTGtYxP<ew!zfzienH7PB*K;J$d(
z3CqLeKC-U4%CvQ)>r*nnr8l(`oy55=m1(=TkpD_;WoyhNs)wFaB#XL|0<zRP%Cg`z
z#`3C`#5DGO=sF0K*681rL$0YrtEP$HV5>SlBS%+}(L{^+6OH{?@_o?<=qEl172@vZ
zJ=N{!_fy4!84LNcL4&Tn$;mXO7h5?DznX51#pv`C9Z8`K(AjhXN?hbzr_!5d{`B*9
zWF@>~Maw*5J8ER5d|3IH(A=&#Mrg@|ilM!gGP)^)%az5}6m{nXr=SICL;|^H-B|Q!
z{bmD+tH?pmoPB?nh2>;;`2Y<m&j1eFew35B#5~syF~!<?uqiVo)lx_IPTL-F(8i4P
zQ`p)xdzqen7_P6Q`aQ>-rd<YJvhteKa=}n|W*VE5Y(qw7rpZl1oGxHe_)We<kGB(Z
zZBZW3;1w%;3%QX(FZ`AJt==dDIuTGm4}<Tq_E%v`SUe}vjJA$pcka2NdHO4<V@n|A
z@bhRKel~YWj!sTviOLmQ($l)agoVpOn;#M}quW+%DHYya!4!|v^>$;%mM3E)ibY#=
z-vaU!GF7#k?k_D5toFs%Ex~3s^|Ma2h#A7&!Sg|_5Hc~bEszsZ(LBKjTb4`boiYA6
zS1VASri68IPaYAu$%6To8q0)9aLOSyjNJHc9z2*t)~S~w$gy8v_IO$C`f3f*z+GfX
z%Y6jYsGO*>I*P&gd7eOco(pRX|C}pOLWR>)oU+wt#f~+~9ilDrY^Biz@wd{f2#V|R
zWxP<PQ3{be&9TrMSGp;z*7EGGWwGwQ8^BXCptnZT>fSJ}z1?JX!krg2=r`BoVRC$^
z8wr-?DgdkBb84D<?^K@tr#b5NKdmV}I11N|a>;mNB_O)PTzO@minDE&SW#`p3gjYl
z#lLK^obJM6RT82+0@^QE_*7s^>*+y)v}b$-+&i}^)>@=r*Z8hKX5Bc_P2(AK_Q-<r
z<O2~NzDIIeV<Y{SLb&OycPCMVSC=Q3E+BP9^&M$SL*nNoI$&~{&x6qx3V!J3H?G|c
zxrl%|n4AgeIm1J0PTv(fAscy<j5^%C&@YrS&KE-I@eOm!QYGJwXb$T~kAma0*dg~~
zig+3mEf5IKldmIU5$rL4Maxynl(bHun|}^2ft7~1kT*pY%E?UWO;@Qb!vQgqr^_D7
zohgaX!!i+aNRx3It;{UV(M3tqLrQXvSK<l=TY&v3NF|YsN>TZ4E$YIO57Z?jIvUIe
z(Ku;0l}kw6#Jl#z4_!xh6pebWX%oC5$CG_~3dR!jFi^e`$Z_JOm#pPOm+jEiK3@`y
zy>i<j1&$}Mo}(BSziyEe%2IPLB3BpY9$kV=bCu7)bsdW5Q$1vAawuL8_;^}2tXZP<
zRHCB%*j%wCF+}RAa3Gh@%5={^5aGH+6=Yy3ENt?hMZrQCV*cs4i8A(chH1$m&1v6m
zNrtKW{k&Opj;6BMA%ogTpx?3iZ^z<pp$ddXLnC|#d(~uxO)*mPer4(O9S`YIzZ$u7
zTGwu~X69T45HdlnspWO3*_EL<kS8uZYf0z=)QjB{(*f-Ln{#RQe8Y<8EK@v<IIKr%
zg}MQIOjF4TqwV%~ipBBO_KkAkPL53#)(s@_IC|7|8Y6ic-E-D-QrL%{sGta;&nvV}
z%rGzuL~MJceKnO<YUs`}5=T-@zG=tTwHuvhWSusDO$brWC6&s*O}s`Qv@j<V{cFd%
z(uf>HphF^ZWz85q;6jti92<zdxtNat)X8PVeC-3pkab1#ebk7yY12u!u@KSR?arA4
zYyAquM^wZ4^VSQ7nvtdl+vw$(;3Co3M)&y#AyFbZPOz5^X6r1fv1@~IL)dbo4PLsC
zjfYQy27X4cXkh64{2EQ~`-AjaMe8nz-)KKNY^8>xlxT$|&W7AKK^c9tDa4Q3g!IVI
zOm&fEtoO%{Fjei<i{1s4H-lsrQ=Ir$5;!Z#l!MV~1Lt<LZ%O)Z-sIi53$P0M6W)rV
zG%V}ga1GtWf0~`V;~I2CjM}x|5mIsTV`!0^eR<qM>YRv3J74J#W_WhTl8KaIjnh=q
zYcPg8pGccV6S{@Y7F6rzL7p37G6{VxkLwY-i(+MXTWeLUkep}@uy7Ca8IIhC9gXhH
z2@)2PlM${Edma_E4h~0TgnDbXor%z8>@HMsQ6KkcBgVI3jbD{(!;*}<UV}<Fi@({S
zq24tk>1*`}Q;xsECY-MkH5BJB1HR*?v#NWOnD?r^_<%XNqJ~4zXYHbDzKS;fvu}Qc
z8hTLr!Nm96v!gNUSF`4DKsoxoiOB4#F1Lf+)1zh{An^kFf+WM!z1H0z0XW~)Ak;DW
zGWVkeFT``ANO>jwpLHG?rDnzHO|;Q5ayg%g7IZri&k8X1<XRnvF}2Ovf#qVP9M(#|
z+Nx${_VB9akDoVCMtxz+-&R<$m<jbwY~$;v=(v+{y7J`$n3Nqad%(*Q$zAYF%&cpE
zaz!oGIuJAQ{j-pDIGC}eQ_J=SJk8TXEl0x@cvZ?w55F!@M^@`YJY*8qu3O!eZ{ey^
zb#H8&DOTvev_Lyh5sQ}JJ$|}?*FECb(Uk?ba)_RPAsrohP=@7dG-+5mvC&2`8hXQn
z{!90lg`L_k91_Ju5E6Q~n;?4#s(<aR&Y$D>u;e+rp>i!tv@a*Ul&gU#;A;7mJ=^Ot
zvFNZH|9N%GHK5divS+6kPDmI<!rP)WKGK*TxE`W=x_`>2INK(9O4ZrsY~<64v{0EN
z<Ko%NMIPRz1fB}|WmCCW(RG@=iKxq}xUF4{vp=JAohi#dH$kLI2_T7;J=&CA(`G-H
z>nF{JN2_E!^A?$t7GhohoyQWOD~n2ceUAj^Z;a)$t#pqq_nD*WB)c*E9_ElRlHWXA
zU(@2p>vkYvInUrkSX_Zb;u5luOc*7^3BuM`kt|=x@?nd<(z`V&#urSo3TuqkUYKRH
z5l_(x+YJdsyhg-0je^{jsw$7rd(BP!71N~%0yXJdxUB2~9T?SW?m5YMwo{rzFa70M
zD_{R*ZMFq16Ve-Uw1cXe`>t26+9T&B(7z^Xge5-Og)`c~wSXwZu9vx3>AN}Nmb?2b
zlEb2Dw?FKN1m{fT_y@tOL}{J&?`|{^wr*V6Xi~1|t-F>S&n7`yffSH;MI%?TIx`CQ
zQL~QD1cb$md7$TUBbn37zd+QFl@?XZztx6&u$rHX3ab^Hdq2bN@eCr)M36D<t$4_{
zIW5J%$;x{3+O$G*|9x!}qQBwBfL~a4FU%j!JC95Xp%g5WK}B~lhUbvy4M#|iM@3Pn
zJ*`K!R2tI<YfH6tp(ZY@Q0v1{&W1Hxd^wl%k=Yda@InkXUXcpHjaR+CNF>)S3mZP)
zdk<e3IhaM#XT5AeaRT07;UHK3b?@h0)#u!w6r2EFgn_ibol8JbuZ+neunpK)X%jtm
z)=KZ_Wt-@6$eK1b#77&K%6ddEaP@1g83r}*eNna-PFmq8{!S5lI#Gy4z;Tdrbv9d-
zCO6fySOXqa^cN@)gh!wG%?ExGmy|+IaEN$&*|=shcIWyeIyxktPPc3Cxh6TTv={se
zUh_s%gsR3hinjWK&S|7gA0%`8)6Bt0T|ti_^K)2U_*&N^ofm;hGiwg>IF2m4SWf()
zGRiuzF3L6)%NgD-Ctr^}5aZB0Z=>?Pcll@P=$^ifN>8uTsb3yYnP{=xyIzXtrR1g#
z@=xg9cM9VNpW&o^S8AQ_tQt3!4Uy8M?iu+{J@eOtm&FwES-#*h5^|@H>SkLVj52%h
zbjHT$b=z)n5)(x%{K+4(jyb|1i$s|$kM>d#D>YB3jY+3#7Z}CEA?e7A!*dFfWvZ)`
z9PZD+c`@qs{6`~=k#28e(@Qs`+Pgj==|4QeCn_C76w}GNWkg!<wwdbNlYCyXI{fHJ
z;%8nZ?wu@(I>w)8*h#3UlgwxYoCH^1ti=K@R(=imi;Z9O6XUs(8FGCS)njDn-HKtR
zfH~=wPrcB|h)6@A%TRdkoxQ(O%tG$J_s#@4wwynbs<CO3{7N+`;>2;jsA4K#?d^?&
z(N@)2dI3E$F~H6Wm_|m4ml@z_Kcj^LZm4a~L#KwMkp<n=?myukz2?h|iS|Zvvli{9
z(0;UkO3185)tQm<h;>LvldK!O*ri5_wY#5Ze@+q$$V3X9MF{x2&braddF-quwt$hj
z+l?a!fi!6E7>>j?I4f0#JbE-j>P<6Vzek_;Y!6SV?R|7Is`6<`%dpgMcW=K?sqJmP
z=!Rl}ayI(3p)|FBX6}V^O<9ha9uRw9xA3ZhBt)G3)5~U@>!+v}gJv+IVPay75t3_=
zi4hU*>w0#A+9Xy`n@vidUA90<3vzO&lnph5ZD$gh?&KG_Z;#~h*lC*)6TO7ave6^o
z<cH=S&Nn>}8ff(HP6-}AV7YT+L7`0~8PU{eYFyAK4UB4z3FjrKK)<R166vhy*|J_0
zLQ~b>K)0SS&hbE~L2Ap`zF9~FQ^z*6UwF4R5q#H7#88gxkmW{uQB)GgLjrc3=E2Bk
z&{aId))-P9O)7L()+|XJrQRdEm@iJJ9AnNhCPzbW5teLX^P(fC6SIG3#?jnNiWeOx
z1zvPCf3eHX<6&rj_PfTUn7VxmEs$?w`XrBG8i@2oIi-;SV96De1-67;;Zbz`MO$+x
zos_nG6(k$V=oVwE1><YZjL0WpAw7}&@){1<q;WA+&6IJ?ZLO)AS_;gFlIh_pQx=H-
zm@7>w2&9*2xn5&og8Um>wtPKjyh*(`&z8PeqQMc!(Y#?emiH)}NK&0Np<8i<@XTeT
zmiPw?qPr7Ui}l>SCMB4o?5xEyWbQjp76y9<&s}uiHYJ5)8K*R-LcI+cCD-P3LK{4R
z^Mp3Y_n<T!Y7nmF@LvmwK8!8dH$0HGtw}eBS<+1^%nyJU72D6Fk4-hUrBmTPzSYT&
z$rv?R)gbEmH`SUE`3ZWt^ciV^(AYE?Ki!N-dgqP35Kzul&Sj(?nkW&S?i~&Zb_9o(
z>SU78QQx3qf%=a;jOH5y&P=sWeUhNLfxB=SBRvHLVhMV{xQ-Cn&{#PKRJw?j|7;hz
zo3Zi;qabG>G}l9|YGZ>3Elv%*dfFP6x4c<UK8<b+ZD?vuc4Sh%@(c+Q!Wg0{95FU|
zRy(7xu^h=%Wz)jHDo<}2bf@yD+ROyHtQBEkkvA(=6)QB;Idlf=ZdA~Qfu-ih1G?$1
z)zKQ*iYO#?KsS1u9!Zhd09}LVga%ZUZOs%bArHBuIm@rwbL26wkW;thjb4RVusux`
zuov3k6^Y)J8iBo47K4#q#6$1i_k70aI6)x$z`7Q&7l(12tFZk|>j)Li6M=2t@a0@j
zrSf3}6D~KKye;*l6G9WXsxx7(2z84aD2;k0DeRQ0*~Z{yl0>WruOv;PRT?(3r&V<b
zisU`m@GDZuf2R1Ac~hM>3T+{<tu0=*eM8u20280l$IZ)U@MeH*x$_+=x^7ESS{1#%
z$aQmPkCd6??07zy*-i8Ei)k{6i$sfG&~(%0<|IC-`g3A7Mw#GCx^%ldgWA?qiLDqD
zhouYN=pGf%A^X)lZnJAz&xSV)W@>rP-T{1V)3<?p`it1Ba_o!XdfiZm17+Q`CCqrJ
zjb=`+QK>m$6IztL-AzhYp>C3cPnOG4(o#E*{FM-E!(T|ur47)Be8+HUP20RwtM6|2
zE-~8TZ!R`Aw>t8(Y;JC}$YvP1w-|<G=_7b&3z&C@G7C(`zNQ#a4$EkyjGU%SvbCeR
znQn)scS=*~a(e0{QAa5<-rV-96pPXPotm1TWs6Q0s63~$9m^;fukbhOJ=|CdI2d5J
zM<vS0qPgcxUtyut9;gv#@_6r<TTOK=YqGt(e(k{>>c#EIu4LVkXH9Y|l#?q#rv=P>
zCe_6n@7FpnFvesF;`%7>(IJ0G?I<J7Ba=Wak${|Orf&)*^fszudZab@G@Fc0BPoy6
z{Q6XTHt7W<o&KPrSXHuulbb@!TiR6=c=5z87Pej5h2av2zK3O-g^P=?icv2U*Rgi#
zqs2&Ot<yT!>>#c*%sD1aP7g<`0E$&%aOkCoX6hq~d6}zY=gI}KU2Xx>T{^5P8q=v1
ze0=XIViG^7<8V{nU$B1WTYOQIl{4NT2J~pMcQi3{b{SWSg2(E)n{CGY6Nq*hd*<oO
z=Ati%!He6WacTN{nk#oNBE(2`GJK4NiwyF1oflx|Cxl9RL~mQNUSj5;+3WXZo!XU~
zWa{gS+=fZwQjTzkk6x}d!7i|Ws+#_ylm8^@u!?itKi1onHH7ofdFyKFHa91>E1B0d
z$M3DsiLN><!pK(z??>%=x@Z*o*Wo|~#Jai-hl=P;wudf;MlPL44D>y!uGC;YF$o%m
z642*s_sK-zYeQ&zwx@b2=H41ETGn@|dO1V=d2R0+O235eQTW0_;uw6QHOkE~CtRq@
zY5SP<jNh@Gi_3eu>Th^<Qg^NiGft0pz=`;D<1mvkl`YRqcM$DE$<e#uG>?MLBLl^G
z{58$&aQwB&aM=8gaIe~u`4{PU1(sa8WQpX;q`cXBiFX+C>@S48i`|_}0L}a`0^)DT
z(%>4|7B4h}cR-XPdzjc%l9@!w%<TS9^o(u>V2SBs%{Gn`nX1NdG>^7w?5@`}Q8U1f
zemfi5LFw=I9gLjKPsTXMOC*=VTY9}a{pp-HZ57sMr|@HSXo^meyqY<n)_na`+FqN^
zQ25!rt75r@W~0Uu!qAm9yg+}-ifwDO5vc}}0(X*=9Zoqoy`AO8nCE#Gy2N%hPplii
z__`&N6b;>Gr@2za;VqgEJ$(((S5V=d0oz{ZM*hmW)^lJkd#9><5wkOP1fP<^xz|y&
z1#@I=x`FPhLAC7(p6}u-GLpP26Y<rM_h1S&Xq(ZAk+YwczbAYF&9$?Ffl}*`SuZ*!
z7|irn4D$WEd;FCe(kuJd{}!*VP%74YxPBK{<{Ql+c7I5tcj=qTfw-t{jxdTTn_HuP
zCe=^gf8}W^gN^(H&k5_Y7I3(EZIr9UfAROOgJy%fTIvY}R9r9Uh!kB_lTrOfxNB6h
z;m&D1-Sx!iz+><CT&uHW7)kAa838d`O|6OOsI|2;P=~A29hqrKzKeAO6VCcVyV|dR
z$+BRcy^88_43(3M=BP$Cb2x_5n|C}s<tQhTIR<57Hcf4<YS3B>p%Xom+G+pgguyM3
zj;$~@!l?T+waGV<OmNlok3XvVbTr*(&lkPh@yp<7&=T0wtu;%CS^KcXVT=#Lr_f`0
zP1z>em_AA@49&5Ng{7>RirbbD<(wkfMGdWPY}=VDBsILvw>@MM=Dt(fVBzUa0Z$y-
zZ)(egrS~TI%u3D@V^?c*ZDyQRFA}y~=iXU<<@F`oZbs5o@OWRo?NBNvdSA+3a{2g2
z_`O{;xFmhuOou8D?nu!zZLe)glOq*+n+DGq$_L}?{m3#4X774tbsk-#dpvYGeTIdl
zi`!`fQ^i`-yzsNNyX1L$eiB8`g&eatWD_@fzWV2Nsn5c$j_M-IkBwbjL)`gXn3>nq
zUfo_>PvUJRhpl_frpt8y!eS2c_p*GsLdu&uzHX2akfqSyX;dj;(}G2U3hqu)Y8f40
zqSMGNcnijDtg8xDmHGyAgbBh@W%i4MQ4In8hj@CU^!PQ<dO9MLm0i7ZIhqlE511D{
z>8fGs4jMY?Tb&SozK-A~%!3S1KMljEP=AG?ldo;<8IIKQ?oP5fmC2ZYski5ZR`NNQ
zLC;#=lF7Nz)Sg$rsDS7+@SEluXB3wSMm%MClv;$nK(8!GM8j-uYwdK!&)eDd3~gK^
z#NtL4T-VmVY^74k-C580FsdbK!R0KvLxNVecX3#rFNE*oSl!A|ZI~VCSCR@pH!pDF
zlV?8dV;#|vO15XyFf*N09-;|dsLYlqnZV5{l3F9HUM^5!McZu31l1R%i9<0z?qotT
z#tT&=-5)<|d7!1qzT=ARfo={$&oW<obb+~v(S%)K9@x(hZx8lA%*8sSjQ9#r)<`DF
zg2OJ<I<rl~!$1#8CwXo4qZ6V@Vyt2~^|&h4NU6fD^%}yF?)kM;e(>HJ*AYTKM6|T3
z0NU}D9B-ahA+qCxW*5bXG*L0v%Im7U=*8YiPO&v186e#_P?YZ|nl#oD0UGNDYk}us
z4ol_Y>Cv-8swTc0aEM0Io;sO=z4M3Y=(4<3DG>zQisnbbCgU2K=x*<M3(VGA@R%)o
zbRowy?b=9EtAs9%n_w-$u@cJAki&0NYg=G&d7g}AdVA+9n1f+pQu|}Erq)hQ&ShCO
z0c=0J*&kE6UkDDG37J||AdAO9VP<VveJ$C6O<6qvE_>M2aXDMz!6ktsm3Xm=pF{Po
zozoC-7dDk|P3IZCj1>cFshq5CT$eTDz!c40-_R51gBlfP$7T|BCe$5E*14WXx90^%
zUTmqMQ}hh=A`a-q0OYPBGm6j~c_ZZ1xPUp3GwJ<QC-s)P_H}!|2y<GYhF-IIPKkBH
ziD@-c-8d06ZOG`POJwHP)-`p;XgHJg{9Ji5yP!Qq(SpXdMDDv>y*AMNFXrqzVnj?P
zpqLXTNne&kGf8QB$O=kscZ;!~B{dtfNE!H}f~?OeK5b1h5i8cjD$~RS!VomrVOFOT
zHsEpQP?QO!Si9D|dnMu2K<J@bgf_6=Sx1W_W=|IbXjX(g4<D7;QT(1Sd;cHqud}Ch
z#4e^6MvGa==@O6X;Yj7X5j+3=5GI1+?QB`Q$3458Js9L+`!?U!vA*-+Y#nQ=Z-#7o
zeoQw(%G)`|lxe49hS|oD1Or__yugc<Zaa-K6GE)+?&!LFJ)1Yz%4o^pW4x1K8G4>M
zr;5}5A*E^3Qb?(<k}~eC<DwR5Ir2=F>I@}~(O)^&nsJ2Dx0$<V`*mwA?XfLqEFr10
zm;V)}bSxVr($)2~m9@jf!WC+Fy2BZ^@kWbXH90EtjZad}nFX|Vw~!@bjH76qLU@O0
z-|kFvu5oX>K=)nEf*va-i>`yNw?ZJ;9K5kA9lFOIWl{ON+*bA&#V1I-B=Tl4cJ>US
z7bA^tM1NO$(phqJSF1W(Pi>=xhwppTYaE^V5Tgw6`FL%PA1m;89%R0ZqK|_(hAq!_
zgtz39`JpEW`FJrJ>O>HJtyp)sSeyRPw?}wuq02je#GT?8sK2Av#SKw(KJ91R5JgqY
zF|OU&Xaz*P%~#xkU|9=Qb@}%0X|Zzl?saHg6+&`|Q~YMX5#yLo=U_kDIX_6YlwO-T
ziryz^Y-*<4St!6v1_b_M3dz~+xdtxccrJ^ataqG(Z9-RV8KdMK!6&8a$79iOqi880
z>!sK5Y@k(qPHKJ?)rWSQC`gq_F(=E53!Q^%_W8>~Z-<qX?35(+mLAoXq#521aC(>X
z+WdS~V>LLZ0*Js967R^7?&UkvlK6)P_Hxffb!DIAPi>>iv&c9%0YFn*KGDNbKuVG4
zWWY)d2EwX0;XmgVK?wp_;y9Y5fRuVieYPW=YB1J4wpes?ql+!Duswie<eky14d}w*
zpx<iyjDfg-aiF`>=pk#PpNXMfxD{N8#qih%AEVJ#jyCNmFRp%`j<9y2rnQriq+V#E
zgpDhj<=#aA5h^IRVxIm97u4vMIwPAKW}v}hk)YU>cU%HZ=uUvXo6D{*HkMA!tqUf3
z@pLvB$|<H@OK-ZUz6jf!5YNLJB5#LH_T#J*9nvULvh!K9(8SCC*aXjWyk{o#ImUWK
z+O>&>csbY9yXK?>Tg;stJu<$sAEozCrw3wUG#2h+6k;0sB1lpZI1E>q=$S9%Z%|G4
zE)DH^8=EhoieW~Q2_~Iw2MbL=(0*%H<65D{aD>&zi9VJ~Z=U9(ZWOnkG9UQ)_$(dh
z&SdIqTXWs4=&2F9qy%DHR-RiRRuH&^p{zFW0F}3ij|E)y0d^qDG%wcMT6Bgk@0N(O
zxu}V&VVffE&6aux8A+lDbWeRRqj{QBjoFsA3<6#>i$X_|m(AXU(`ilyuJj#gQmIW$
zon~y*F*VBVB16zzx!syE3zFKyHA!{b#Rf|xN{u%{kFn`dUA{APe{)Q2qDgz9s`p$e
zW4)(3{@gpdtkd_lZ6=~BqU5PKvgr^g;WeiFNd&l;f);ra1ly2}Sg-S$w`8|_=B?4G
z-MNP-uQNho)`R2VImtH>0!hl87zh05Lfem4J>6`dXbY&aV(-0h<Ea@<#`a-YoL$Ey
zV%T`ItzD)NG4SRgnbfp>-9mQ(N4-#yvkw<7t)VL}DQRS~nnkrb<Sj1W#m=zV!u`ha
zq|nDqIqvVRbaq?){eCt%y*u!8&6<#XX1mjyt*tL3UDH$bWDywufPzq=3Y=@r-Xyiq
zjFDv=m`Fi*DhP28>?wpRZ)?E~)q7GQzw1NR?3|;x*2NHcbR0Rmkq>sL=^v@%+y^_l
zS`z&R*w&iHNlaJ$ENjE$zlA@GNm{<6y*-t#ClAo|274+2nk1B4;hsJ0O4TKaD$jYr
z(@0iWUl}>`JnUYqCn~#C^H4b>{1;qbyS!MLF0bR4)aY*Qa=y7P@0szRy%<-R#dr!9
zV}6sMnch&SZ=0R2ZJ*OrU)yZ*-)hq-d6R%nfj8IFg3|kqH`BDhW4Cg|+&UNM=1{rw
z+@2=Bj!=(5sG<CFRRSw4UJ;`8tR!b>2;MrbkgHIA4d3M{0m(Fo)&->d?MN~9d4qOv
z?$qkN=b?^=S#{8h|F60$ZEoX8vh#}^1VmEQN7;hLlx>MYYCN-_5D*B8ut5R_pu_X)
z_vKZUb#*s*Y{c$(=a5LCyDE>DFE5Wy@Le@u3n$c(bo2N`?xC;i`QOX^Ee&1-ON+zg
zBn&IMt~zu^B@ZCcM~2hXit6@s2#zYH?A`gMfa+4?VKUU??2^QhrDFw1p=N2fzA3^<
zFR~XOF~USj?c`N2Q8lyJqV26#J1Z!3l<rDGRKd_fJEMzzJ#FcSaF?5&8h1SeS7~YN
zV=Myc8?J#-SZ-(I{F$m{ZroE^G7;uXJ)meJUCZ7l(j8O7BJVS#Q8zGF$M;|E7HEdV
zu4v@?cjwoWSATt3(qQn}d#!?SQXO|DJ56q#QHL5MLl?q~_GCXc(~(iJqKvp*2~t{t
z&^Cs(o;iUi)+t&=F~DV>lbm99=ydY_%~Ty&K=-PFPZYx;Qbs%R^7E~W#+@lgEhFlv
zKHo2{shSbhiiG6TU0*!&3kL!tR~`Drw>YZw8HN!Q&-H3i<)lsKm9)tO{K*a?K&0L5
z3XE!+UH)No+#v1zSRfy1jE?un;!%mNYgkb?KXIK&>Jkv>A25EVZTzrJR=vLrqT!uA
zmokV33OZkZ*%t!aJ9}e}yLKrGr;Z7MZRg2<ACfWQTnjeXJl`XN-s^?vq?6PvO^ZiQ
z*gnv(c^Ph!?5P@IsBDy>1JaKk?l|h{0aiMcbG|WBsg_L7GRh<hT*MT9HY*`0n8F&7
zB0`%CPyk|=2KO?Cc{F2X^5T_=E8_lus@R+q=t|5z&BhO0V`ZFpc5ETi56r6^K?#mc
z*T!TCfr}Q~uL~ROx1$YKJm`+)?b*n;!^X;AiTpSf7I?@93%bDIVW=RA%F)&_m5{8t
zGgG^<YtGMn7OotA;}71T^774>%?eT39*vt9Yy7vrV{JoihSu=0#E+KD5JH6J-BKb#
zTCF!)dgR=LmlhUqsE1BnZh{vl1?DNCQx3}j#MBLt2ot)L>P;u3vGT#Xl-cY=Rm#|u
zM#K=CCf*54D^C$A%+6^<Jw3b2&j$(gkWVv<b%E>e{*fd+o_YW^7k-9qX22+YS-!sa
z=h#G&oUDW`R}P(ky^{=BTk{lQmU0-nj`&L)r^E?kZsN(SZfPjXZaux7-Cu_x^-t;z
z%VZ4FeSNtYDaxtmVtRQ>%Ei28`sbf@x7mms$gUIRizilsn1sOaP39Kd;l_$&^9%vw
zwC}Jk%z0N!%U9_axM&FCoyQmY6|P|d9(-tYgwG4dz;)O`GsAb!-h*1rD%P%^H(s$$
zBC&Xn%#v9GOY~BZ$EaK_gOz%dzrM^?q?zV0^KDCMLbY-ijL4*88%ee_)}t~4^T2Xv
zQMgK5YBFYsDgWIJ*3gd=8Z?n?OQc$r_}!k{$=v#}bL&)#6gy&}F7WEXBOSJ|-gM15
zgy9F0=?<H~v`)%uBWx5L&Zht4!^z=RGY{)X%7FslysVD%ftF3F@W8TBZQBkh!2`UH
zKa2XiX17Cgn}8LVTVePPjm_nfq4Hg2F0xFvwJawUw{SIz(K;r@eFnCg3aoUA+vmwG
zwVY<?4~{BPE4PDiStJo=DD`}Bm$ghNVVqahX$}ytG*Fc$F-6Tj7z)JhiV0;clF5}n
zDsS6xK;qEge7l(ciIm7acN&no27QSQ#=QeP0j{Z82V<$H#nfDqQ>wdaGT1n?tSAz8
zQD>-%{dgv32*5UGqHobuq1C6@t^~s~9&MJ3`QqDhw?MRMl^`flG=7gNhmghkr)9D5
z9<_u57~W3u7=IsAF<RgW$ZqVR_uBY|+_#HAp-gWaFhU065xpmm$bAvhjp7yVB)~&F
zp_#NgvII4cWk7%5a2;^VpXSr~?h8-FA(2uaUmJ!qI=Nqb18Ij%z5m{l><Yz1M-TV|
zqI!LUq9ESmOK&*G@NnDVfF>65t_8!^cD0Gw@ov_<bn?1+g?ETZanMxbqN$mN(VbjS
zT1E?z{pXIU&Gzkjdxs8osk{9RIiA^Pn{Yw|T@o?1p4t#e#{v)jDEF+bkCKOVIi%6c
z{q1)B&Ci_*`Lt&vS3sXmX~A==ekPbpXKvdvDYop9W2enLr|tKgPnVz?W%-;8<g{*c
zq`dGGnb`%7(1F#s@@KNSOqH$Iq2Mpn=O0sV0nM#xbiSl;*7O6rP_0o8HalhQao)rH
z5+a(?1<@W3K2f<gLm)Bw37o(qqmM|j;VC-6LwW#+;L`3E!uI3_8ngEwIj}BaUYxY&
zCTU2Gx3p(Jn}h}MSAu$PVJ*aH9Xd<m1A2~Lph;$hva;#=o?yd%hP^~vp{oOm0J%xV
zi#z`zqJvUD4XX}=PG*<r3Qwx(?g6|+#d62{a|dF^JJg%l@zvNRU2G9iXHbh#I`Qcp
zB7>r+FMfaTb`JrgCv5xO1RBzH(aUJ2@CXB@eIzD5&+6=$h0F+^^8M|o0QZRZFQ>nZ
zUu+kf6=sA@?`SdAX0^bqV_FV+$qy-yF8t|XWzAf<69l|rF6hW(-^nFnogxMCfU^n*
z%`Hu#rHU`8TEby>Bv<(2YtpvKO%wb#&H5R<CVd3gS8AUOXH<_TC>fyLb@Gob;mN_~
zcyb<#HgRL(IHTy5agil{9GO=4wjI<NE+`fjkerY|JIIRg6$kg0@j<<jZ_wVBY#jVN
zWLeU36B<lI4YK&-r$}WQh1Qxb&$TnQvb1Hb8`cquV4cn+OqKu$vi!6~6f~<UDY&l<
z0T~j{m2<dabxoz8Ktn~*LX7;i@iP4xkw$xZ<1|U0NgT{|I(Dw-H)0a!JwBw9U^LP9
zoCl~W<r2l1xHELdut8Ht`kGmM+HEcDZExWN`I7?o`BDf-WBR2@I8#~}IzZBI*aTV+
zY>tCh`Ld1fixfM}mz`YuLk_n_#Bc=SQw~4L^O`8MzjJ`yjm}D&Bsq4Ob2~DUgNRCe
zAm}F1*&E}%5}1=Jgq=E`^@ExKd6UXcrW0O^2_0Jd{Fp=%h?24H54GOUNX=MIOTCEx
zhiw3)NIVs|9=+olVCt^^SZvaaqCHe->trp=D!Z)MxX~vIO(zx%3-~h3Dk^i%Qlbs*
z(Z6F@{h%~7c`w1suVexjCL_(J8+0B|zb?0XWO>SINRNCbz%mEZxiU*2Y)7d%uLr8u
zjT%(#iWu7moyCrHfgQ1<G>aUzc8YwEd6#6KVjE7IEny*lvjAdV|4rLI<klfoR`X!`
zmsld$DXROm;4=BnXf`VWkE?ZNS*A;2`=F?HgdQqtXhse9_sJg@<~;C}jmEy}w}r}(
z&5Bo^$yc2H`5xN}G5=8mkFMJ+;(uRWHk!($>xUq+Y;IaxeY^d(@*&=DpUieNoy2<E
zIs|<{B{n-v4xy*$=CO9S)xL${(4MzHrpdePbIA$Vmr&q9bcxKnVEV?^0e*xkfYBGl
zOk}7nw>BwQqpU$ZG3rLwSlLo=#n^MduMJ1X<I^Tf2&f;)FQWt77uI9hLzT#*YonmL
zcr?@Z{&8E>={?Rnz1#26DR|Co9KxPO&_R#FcjradwVMA*mFXc1Q06q+feY~iAb?OY
z5bRQyhDXCuLdTr$dsdT8I3weR^$OZ9B~}Q#_&Fxaplw6LW@mgUdV>WyJr?^|ji<qO
zm<ZsxhY!!Ntu_qqMrReY(L9CDivq;-RGgTS7;z4xUJ_Dx7`7EF>y)TA3acK{Tx%V*
zz+yLvFBC}RxKk`k*EtyKZpJ$NWli?SfcP)qe>AYYxLWgJwxl3(AMv!kCl8tPhc>!1
z;SPyh-hqH>G`G_eIsq2L$b_G}nY>8-U{Z#|G8g*VW({E(+xbaxBNR3jNlLl<1XAJQ
zY1&elxLY=Fuv#AUV$fEO+U^#2gsSv0-1^oYdVmVg$#=uuaA=6<qfCOr#e(H?cuyv%
z<80=)+wyB$2CqxRpJpx-j?XrO^d;`QqeCZlLDbRAg5%1B5{-C^y;7<~tlSaDda8eL
zLA*5$4dA;ai+YWvPqwe9je;W4#)b&CGxL<4Wyp@vfv4csqFXc#!f^^`=iUusk7tI@
zrnh>wEYc|7GeI>W)Y{96pL4pdh9jBfGCD%=Z71D6WgJ#zX1_lZ{6w|#gAPM4*rS)1
zbL{j$Pcx~Bl`3Y;fmo?5s34<F+GVE29eWTd{2e~E9L{sHj9}ki%P@y`3aGTWzh;<)
zmmTPi8}!G7ZYoWOKcl43o(K(1ZQNUF(D6V)3rA&bsU7&?2WK3ZyQ*BjI|R@2BAFam
zWPqD!ta+#yf`EG*w^7iiX|$a?Mr1;n6t#*PlE?BaEspb!Hi##+7?24;a_$Nf_+lz{
z^LLC<oXZ-Hl58pupLD)dSfXFoOD~|sJ=Wvn(L*#?#o{B*FRnr>oW8diI)4vYO3d$r
zfpwf~aoHxW?i`;8)3`uV&KU)@MImCPr#{k|us4tz;EehJ1pX^GW+roR(ce4hKp#i}
zm%X+;nGBVGyItR1aX}cwi!{xdZL2ee8(UuB?*fozx#v%50^mbBn{rosbRb8aS0fV+
z$-Fm8oZE3O&PDw+elgvfdqk(gZ<;HFY>l?xEJ0j5)TEga;`|?3dLzwqxE-nd52B#K
zu3nejer24sh(#hzX(mEmz0jY$QrW+~etB+@iQE*G#2HtKj+QelMg(CNJ2TN;oG<Ey
zP98i24MPPm$Q)Iz11F!fuiA5*C=3Je;Cys4HDpAV>-F|C1_|8nKVqH1PoM|2J_ON3
zeXNstIELI(v)oswOzI!R+=_thww%^e5nC0k;RBfW!iV@4|8f^npVXMo_vZUl#s&tS
zswyIQvK+ehI8#agCtV+xC|tTgk)iROPx?*%!llrlw-6g=O2C}P38CZz|M!@xg!5+(
zD`+k-CFH1$-0teR=!!gqA@vz@ngpPztX)pCHdfciJ8cXgVw@YYtaUZm^14y0e?~G%
z2urm&AbHr$hwO)p&}mbj`FljdQ`}|I;ncSJ$Q*U7maF*Cnw3%i$reS-34CJc$jRsQ
za(j+8xbYWUF*F|S_AxIaXPx_LMn3b%VYlzQ-_$;dzy9$ATWm(WGqKihfrV274h};i
zIR-*b1bT{u|KZJDkOv&nP*TT6iq=#9HRxnSr@+vhvV$&Y$Zx@2DTvPdS%lWOJOV%D
z14emWr}$y(T&W^PsAXNG7)hHe?RZM#^>G(qtbp7@Mi04k0r}<%19p>d?1b?ZAV=&D
zA$$kr+Hzj;qG=MMl^HHCBBX`Q8;DDfOQny$-Oen7D)(KI2csjfsaP*fOVT)Yi%dhM
z#D!1{#UC82HZF)rAZ`(mR32wXtv3K~U-kHM@NFnpz|j9UlPWzXX@O9-sXtkpnDWrg
z!;m#N35taVMI11UGjmvuO4~?Lc>#DDrq)CN#*;%(|DAPJ&6DQ2?*I}AN=dnMXeEKM
zpqBXG2V+iFM7#ua($={rBy_iOdphoVwx1CkFDf;l>_PPaXYoxTwn_`EdZaqUhT*sT
zya;DPhSN-vGIFGSd|g}L@@D<z6V0-H4@-aYas4N{H`8tMc;)(xoGh{>$_{}()}#c^
zPK->gGfv#j^wVyKYWCT7&o*TIDwH?t1`iC7KvDds*=mN3rk@&VGCcU@)wJNF@Z24?
zB}ZVz2xcxR7_iFdaFJwA(c6KSw4JluZE5(+E7NH7JJr7byk21lB0LO@?YBx~^S*tg
z6$BJ6#(5{aLJj=%M02EBcXtwZIN{8=J9+phc8&>4o0MsbWl=fdM>7CTKN9k}%3+qw
z=o!_-T<u}`<~WW~+KLIyM8%9Rm-#?KZU&_Qhi!=Mi&X?!QYBy<KxNBMxK51>FoLYp
zE!1FrH=WI~C|-7dQx7z%K|WLUum5c;C#|11HA12Q5M=giTNUb!_TwCd0Z9cNAHHm5
zQs?pK^;%LfA_|_<49Bi5VW~wKu!Gww^bRA+!cTkqidzqMH=Rua?-7<C>4W|;;MvNg
z;;;iwEB~`yn<Oo}<$!gYW()@UoHUgpkFFtsZ<BQ;2rweY>=MiLzZWWRyj%jqYzurR
z;X@og{6>r-8%O}sZv8I;Qf&O9)(i3zOU!wCx4gG)X3zFKloq0`6CDK{D8k#dP0A%+
z{DroHYo&$aV;E$r&x3IX2BMi(HUD-rJ$FMsQtjc8o*s~dIdY9b_F2X|taCsklufnn
z0!KA@zVId2W}>o+()FxJ`KpCh^affejc|b<LZNz=IQY-U>7>}HU~(Ru9z;~N_2ZRV
zoUs>S3Fvo-+uS-2E)7Pa3K{u1bK^LCvib5ZH?tMyHqdfgG1&?r)AP3T;_o+?+)<^<
z<=FU|y6=^eZ0A;Mn6J)8yX+N|3z(T9a9H~l#*|!|mrBRXbd}ZtxwwwBvY+Lp4lbN1
zog0IYCp7~C=Vj_0tGva+=%2iPz1_}`opo?lF0Bp*N&kXPk#U@ajo=ELbbu_tKlo!3
z)kaS=>e^qlavWA_(_Df;i!V@jgdB&Iy^7_n1Y2lO=jq?7XGhZ*B{n!0VO)~v@M?dz
z>?&>w!3+^GMYLnp&6Cl|^^(T-E&$DCEi$AT9T0v?yk5-s1oW3og{Y5(P*>vz5y&NT
zWGSX*REs0dzS2&144c4i$&eG}3*TjTSkZ2bspIu%7+mw`^ai!Hv6PEu^j2$6TZRnM
z(NU8MaPJidMmU+O=yI&7GU5X2*`LTT+AtFfu3JG8TnML(cqtZcYBa_3s%oUbry)sX
zN`$@hlk6-w_j*`V9K$Ax#14hmK&enm+nfqMZjVu(3!0@<HzZ5~y1q`WVO+zfq6R@d
zYZKVhI~49!MAD_=^d<aYNqLwiGh@cr#U0L~_XJACA>tk77|pNg)PH5D9~m2sMyvHV
z8W^_zg32k&V#7T>lMQ!~9fTamVxyhVkg;EUUT?9Q2mY8%Q249;c1CmEfdfV_!ynqu
z6U7sVmrTJr>jhJlgCavu@JYquGCU{H_w^Ds117Kg@e13B52SxOqdC$>5xW-%pW?81
zDGt#}MQ7(QDviz5INVVrOQtu75HT!kw`drI%aSq)tN(B!u}((iYdC9`%rS2ZJUnVv
z=h^wQ5Pr5=Rg)#h7Ng!$c}y2!dLx__oFYeFQsJ*K5lVJm3CY1fC(#8S2GSYtYlQoH
zyO`0o(cKGxW%&gX7~4U+->S<^rw0<ktXg;rr}<061oY&yQ>%Tz5rkiK@h{v5ccxwT
z*t7wGuLb4(tvlm$5MS^qlpG$AO@6b1=F<Y<b3;_&2He%Zq|G2&C(C>$w*O{mkPp>B
zW0<rmu8f;EL%g%F`TBVaCjs{Y8|8Q4$S%mPt~a}W_FO$}sz&(R*IIx#s5j>1+-Op)
zxWaK39nEB>JIGddJLQlcX9a=<Z(D-=h)Ye6`ACZ3s=mGTv~(i1XdqerjX(ge+Z_iS
z*54}dpJdsO5y<dCo`lbACmwxBYY$Ob5}dLQG%E(VW;%o#c;Db+5DDR5NJ^j6UoZE6
zQ)m>@HX)ZvEEc<;YK^;g99I)MIA36Y!HXeS4G^#+4}1Us?>9~CZE#WuTvnL66eEN2
z4=3V+;)#e%7PSr!<hW{;Hk1ad9wh$4r_HN6*pTW<(_%<`H>nM}7E<=$LL80Mi-Y5D
zk>fEu&4QS)!pi35BAu(gv#!CrcNW9QH)R`~1yjps*VZ_r>jhB<YH>?|pvdUC1R<KD
zgzU74%j@LRN+6FiCFn@B7&+$nB+@f&*qigSx(5OdQ97jS&oZH^AM$~qGa*Bv56n&A
z;N#R-zdY=uFu}yID(`xiNi7T1CmKwC4ie;2^o|U<b#i<L&d3cIK%hU%gUDLlkBcaq
z;E%(eWY;X|+yln2{(?-;^II$4im8z!MH^9Egi#|lf1>k38D8CN7g%m$CznGj=lrXz
zC+!dtcF0mJB@#;wSYWi|*HVDmDc`%vCxqQVsV$oJ@>5=ZYm9UcjS_quR)EmV>*f?q
zd)ney&A-$Yj%i;SvjT=}v)`Ir10}?S;m|B2?@ZYIJ-xI1Vu78>J!Q$o=?0VbK*-Y6
z(<uTeg!LWHBg33z(7{*{5nElGP)%6xLOz-m+o8_!{L2<Z<^Fd{o|o972*J#RNHd1c
z?(JmwGHM*pJz(mHd%_AXrYe26-h%?i7?r;m^K>DNb6(#d55zC`;r<GhTfYLbh}#lW
z!lqTM9X<tjq4S8%knvy1k77O+HR_VV$w-vWwv9+gih=LlP+AcoUlY-)jly#c81hCi
zSM)|+x<aLo&TeNrJw8y=A{p%I-I3uCPBj*!guBpBkWG^hPgp|*aO+9h0FzYUYe<f}
zLIxS9THi}z1)ZI#1K%ETwbMqFyK(?OpM{+}sb(nm38g=|vls^UnN&$D(JR7c9ZUxN
zd<OA!x%+Xwj=V_{%gAX*WoZGw5VhaUHbU+Ac&f5@u*ZTD+fCWeU_Lv7emmB{CLl_t
zxDLs;WJ*s;|JaeJ9zxuFN=M$i{AAE2SwaVbhlszK3syYwTl@*4P+u5~lkAPy8ax90
zFV9GwuGXJ1qkKUte!zC+;6|TLjAI<`5Yg~J*~#M_8S`4h5j!92n48Uoqa*}Ea4>Y}
z7|U)Hx6w<|m7m!9s=-ii+KOKlq7y>5VFC(B%FEOZv!r<Zy<&Z^$`mXj{h?@y{+=tQ
z!9^APQv>y|dZOsrI*J_upr1R!U@E-g`i`6R8C`qr{LJeiq!L_=h}^njm=0Tyr_9kH
z;`=D>$*_4jfD8!`t{_zs%QT#Y#_1>nLEH1F9lUm8_~4+Y@(nmF*L{(mXpkiGb|BdH
zOJpDai^;rZZ=NkCYp$1gSRW3KqE_+8WjEc?USJzw3sV)$?#&RKOY{(?C}dX6$R*@&
zv2~W6gET4%q_h|Q$CL^glDiTYlZEqK>1$&O20fq&F<z+S)q7k8)mU5yVs}8glB!e$
zp}278VJ?b<kv29cu5G)J(lknONa9Qc_&q_45Dloi)iO*Vq-lswwJr6L?I@W8GeEAq
z1yTgVjUH0O;lgnXWIXTG{vtdgZfR%}jwL7RO*rvwJCoUiSlZxcko^6Aeg`!{$bbW3
zYk57pC<qC<+zvo%-k=hUWL=vyl2Ip};UkMcp@XF*X-(#sp^#7}ROJA})nC|AwI8sf
z_yShV7hgomCWr;WCxWlHi`54EsA(`O-YU<_nS1g9)MWDRzzVi^P<te@C@4r=THVvQ
zy37x9t@0Gd6nTus5J~zk=l5t?CL_7S{|B=S0s^#UN`sMArg^28-e*@?7AkN)!%x14
zBp&~Qx}z9FI?ZlJ5f03p%H%cr0N7ZZby@E`oiP_-Ne=f75m4hn@(zPYBfdqSw#Mmn
ztc29-$*r~snf-Q8o-U;}UV3*r+iVC?)KIa<O=q*6wpTEu61$Xy@s-hJ|3CxQ{BBcZ
z9I_9F6w-JN_rYn=fZ7Hg|D86nJBO3ym`uXcur?+NbfmKUm;lw}gp8Ul4Dc8lK0}+y
z|GfU~SD?%dR{MQgu8=(P&z~?879_SGRux9?)B70b(PK2?ANtXS$Z3tX*QM%-R>e8#
zJ4U$)RF?wIG_;eaHko}{4@5%lzCk$-$l2S_if1}6piKhI*lKNi(WvDGhMDZ_1Cgkf
zuc=abkqzNRNFS1E>`D&;zIhjsL>Z-kg)o2uN}JY1weXrRDM2nwcYv<2s<lWXxoIcO
z;mha<<D7SnIWB?|=2I{+8NrvmUwq$F1(AZn<K4H}1_*&0hFm|`$mL(4Hgrzvm9*mS
zi69y5@xVj%@dCdUyE=U~$;4$Y?Syhl@(+6$^5)6*%ha_h88T?+r3#lPUX|&Pl~{v#
z`<i?Y2q*B$H4+3$gSu6kFwP`RnmmD1;_F+ZO5@@!>NKt@jRWKxD|Jaj5>uNnyEYn%
zVKk5K#Z~!|b9D&ah-f_9<ASioUnIn4&ISeZjRpr;)y-_VrJmE;4NlJ+wW!c_m^FYb
zDkB7lI?V^PgsGIJWuaUX^Tl`v8A*A=!<}<5fM)}r^Nn{S7H2s=y56ogGz^^QFWz#m
zAeO3%Vh@Um6WHm@g;|(9K!B`j(*;FyTvTllma^$V|8YEK(yX&L)E%Y>M)7fh<62%0
zkU^s+Tv@{6h;6NUVSASF3tXBYNYBTM7J<m?L;#Vae~PfW61APdAq#&M9giObk6opI
zDQm$Y(IXeM%)m1LhH?xsZz!Rpv&!nN*t~J}>49--mVy~Gup*W0Nx>Yqx;J`LFcb^_
z$lV*<`VgeXZTCo^Z7sHpNusCY8S0UK<;;6-i&1Hj+j5(mAV3}EaIabiYpT%9ZP93`
zfAYcp9I6<mtN9dZI9TQJ>8IuOa*OqNSb;ZN#R78l#iAt~nVaeS{u(y;5gvsXQ%ydB
zRgrEZ^9dxm!2>d_&TV#di%d!tO%`mVqX8Nfe7hC(dq8FeFr!x>SNQq{JK?=JWL`?y
z&nHr(K;*4)qXXd>BlqjY%?!)urW*DZ-Ce^V00G!-Sl5}K$SaO*Hk&fd;salrqeEdg
z{G+`{xChP3<`&xSjEj$OK{&fXy{1PoWa*7nTJrF-HQBVo*cR@$BneX)LoOQyRyMxZ
zUKy`igDzau0>v0jv*Hz(E<Kq}*P9*u!Z~FXY4rsw*c_8V9;r_#Ny7FC_Ai7;SPtaQ
z;J`nHKdRN@;RkT>^_L1p%-X=BkLI`<AB^A3^Q0Zf;DDrQGN<`$x%-Vr=(uQVbl6aJ
zc~4Z?!abg^che7Go9-~=EoVr{b0<J2jdbeRCMkF<$FO7IFPNqI{x=#b=bB9fJwkPU
zMy7_XT@O#1SR$PzLwz-2z8Ic9>h3TT;^2bRMCz0pBc5;`1(NBwVhEEK<y(n6i-=Yn
z9aP#%Q~*)P#d0jD%Mix1#Ag+{6HgaT40MWir!<UDAuN41D7q&{KNv=@g2YtZ0-(ga
z7_^;#q2^EwEBLRb#oX6d3Fii^k9;-`gd`d)Fjt7<@;J=nD@*D7BM7d9MJe!lho8+&
zX$^VxG@-x47dr|c7AXy?;z5=fH`7Vi6Ns4jY(Cq}=FEo{*TyfR;=zUitbS++GA;mt
zKQ+$HZ&N-%%eY)ZTh65-Z8%v%$rgya+sY`-^wQmS*syR9PDd+9KEYIQRnG8C6s{<b
z34&>Nz9O^k>6Y3vog@>2&h(k>4&2rj6_;9_*bx`nwd%uyKB5f*{~FL2aYYrGUtn9w
zljW~!tJsWs=paMXi(leX>Q25aO?B3TDs$P26Bu&cLdH!NW;8v*pzAsT$PFtmWh?x!
z)VLNO9b!#I+3uPl@LY}9A&%*T<wJ#zZM1B>D7ovWf{F14lPZ1OtS=EU_66=b>--+t
z)BH@&pDhQ<9<C#g%ao5)FnEBz%1ebtWhuXqxplD(y55Fy55Wx{%!9OTr5(VULY=}<
zyU6Z!iR2f5p$GUNuSG@P+)4t1dcD1KK`VNi$>~h4-jV_Wze_V_BHKx-4aLahlCdw2
z2TpGnI*Earqa~oG5mgaQC!9I7$`;plD3;d~^SEW{*vTEa9g4}Ajr6hrB>dsi9|+K0
zmao}yrkIyg)>??hp<ru8cVR{3aii~bASM_fkvx^!rr{J0nd8f(1_4lRv{^3Zi*HNx
z#&9dl_RD-f-FKyyz@9uLwZwI&Uv{^!(epofJPlQPF^?6uqmlsB%9HWu(JV<1M$ju~
zTnitH@F=NYJ_UIODeC3UniNkjcSaP?Tc&tyQR1M0rau=Z=6y64{m_66LTWoVYsbK9
z0k(U$M=4ruuTwA#PfRrwC9skkZ4snagC{vCg)WJL>pIGuI)`ltL+i$f@Y6kY#`27q
zYo1_2lC8$ozaiSGp>{Q=e}cQE6fak}+CImIz``VF6-Gz+?Hw~sd{t>pn3Ws5TQuMb
za3?3Ck5oeN*j@^B)ycLe=9iKSdHsp6@J+te86Vjd2BssR(bi8IF2!U0Hoaebn_?gu
z73A)yf|cxmn^zF+T=9Y?#`Kl_hhd?!J4#L#qkdg2V3tpP4FAJaGWo61v?u@CGYBc|
zPnH-vm1eFnk^=2)B?J6Ff<F8^JT91BM3pd>I4P>hiVm|D3P`n1Wn&CM`3I&{nbG9j
zT-y~V0#n>~raEDerl(ir6P_9KiVJ@={Xl|Tx*)OzbiRG>*&*7kSM{jFC}KEEcubbz
zP$pKH1ZQ;#nXYR%?5h!Q$q8v5pVMi(>9C9Mon|rqV2E?IM-3Dv5^)h%kh=Jh#VyO>
zN-p;KZkDE_&_u(#wQfa@R;zwMT$rw7->4=fHC6sWhsDQmFtMhFpi9*Wa+n-Ya$Vd8
zA)bB^U5=R>zr<h|JlVhQm-HW#9mt!-6)iTzSfFIq$Rz*=?8_x@zO<$>SM^{Co`5T2
zz#(CI*bmA`zD5}Iyd?p~qzM!>@=ab%AO<-P{q(+5$J@?bYB4tRb7i*aq1F*nuSpHu
zHb}1OcwV?FSR2r_=vIQ<B9U~b@f5&o!KdM8LsRJ?6mI|+sTC-ZkC_1b1=fG3*<%qO
z)%|=n4IZzG>HB;@F~FLc_AtO2ADd(f<m2K~RZLj;1tK;SCg2vxv7TR8rLMRX!A9&(
zQSnmrHDnB8->bk%YO#vi+q&uD)Fdu@wOZ2*FzLeK1QK4hfm5q59K%D-FUjLOt39G(
zn-4cP_;=agz0wM-Pm9mX`#SH+zupXXN5@DKA)|^mU7c4+ynvo%w~xfT9T?j&VO|#T
zLQIp3a1vk$nG8dk@M$sY)de#8@!BD%m+D<LHz^y;48@vovr>FWW1%|g`eEB*WbIOy
zL_g>BN<U5G%93EyU0HPv2#%N&K99pVlathWZ9pG8H%i|mGd<9*PJ=RoMsaUzmu*51
z<!d`NWnVWfjl%)h0!)TledjFB`7dx~u<XI4I2`xb6Blsf$fdMx0S3YNs@#q>Oaq~a
z)G&}%5gZv_KmyUHC~Sq!0#xNaMb;b9#*g$50uLFJN)KcmqIk2zj26`$Q9wm=0(9Y&
zGg^V%IiZ=c-_@d;&R6ZASNn{oM$HK*KusMV`lKPtT2Bn(<2pQEe9{6E!#qT@MuX%c
zT@ZhZOBuO|1o`-AWJx*k8;}Y|@ukAlWqUGKF95iwC5DIuq&^ezhSi{I0R9X2#?oQ5
z$bd0<@DSOF2!ATgxK916{yknn<>H2ndVtC`IVwJjhPsr9jAVm#h4e+#g#&&t?qU`!
ze+!wwCsT*AuaZzM5nTIjz52SiG_IXUZ~A@U@<&czJ>wZEXpC`=N4^z02cdoSJEaV%
zjfWptd?**jzto3Hgj*k~$aRaC$`CzGX0pN|iZE))!~s$!zFaf%!IxXvY^N}E_;_#z
z(Z@T9t2rD>zZMrsHVwKiaWlPMAvCFo2P~){AO@M0&+d;N3oIGTGA=gGSt%0q@w^-?
zv%n$+=7OtY{a~CMYvE;P%RA?|;IXVRS)?pJ$*?Kj@#hP*H~-=8vBz?_mpA8xEA%rm
z8rVga(x#2g96py^V7O@DYR3kr4T+^qsj$Jo7m~McB@wASl-9O#c_>M}2<C!%hf+f%
zn%Z%eVe79&nQ~i|Z0qP`4#V<gzj&jQi%B1p+O;%e7R?RFE!yszjsk@NMkAD6(Wp)m
zk33or#ncbloCrnXu5FYIFK#fQAE6UR7DlX}(@KdDZdkHPEsp*N4$Ee!)nN*`3ubGy
z6O8=_zN=Ldjd4GtDJ55|b4<IA@hD>ICX<t|GN;NO0oQfmv$^KOD{UAA6&R~JQMRQ*
z(^=X^Fifa>BddlAI%5oq9d4E5P}R2U)y3B<Cba^on%ZHrbqxI_Fu?WIh?^lw5`U4~
zJ0gy)a3Ymc!NU`g#=9Qv)`*)#xd3(G>D9OwHW<NdCXYe2AtXGrd;0nN_bEEfcT~8J
zs;}wSqe|V@Lthq0=EB$7)&$J>l0Lr#5$4jAV4y9H{aw0nR_v7(wyvpYw13h*RGgHs
zx2Uxm4>aT~*FFk~y44TM$PZIL*+Kq~n+@J^U!_kARFMz@&W#0pQICb3Ypg*W(8-v6
z$Sjpj#EGKq$jmf+W?uo{Gr?%5MwROOs~y2xD%LFLhF$IOl^?EliE;j6L_0DF`=+CS
zWzMJU?ZDp&E4y4*mmp0}w%4c=EzN#fQ2i4u8c7$iW=Y;e;v(Ag@tR1$>FpAUdpzp}
z^#_nkNuHP=*Bvlq0NVHYet~jkE>=a5-#r+ZM2jexFl|L{S&;fm8rg){APXsmdve!w
zhsT%uWd$X`9w-0tk8wOej$AeX1iTIHs^NFIs1A^w5NUm9Kp19ZbK7a7F_-}&>cGJp
zZHL-e92BiI<U#Eud2G9hFZ(`KZtp+44OcwLc5wP%WMU1n4kyWQHbnUA?1zaInuD)N
z3(W&$c1qG==sWbJjERFcc_tPhZW$v48@?pwib${%OMV6cWy<6A{q-esRbR0yl4Ql_
z8fYZ`D;@wC!b+zb87^m|efbF!5HYw_3W^|7K8V*1Nh#vyhtfE9JdxJq+=(}=I{AN6
zH#iI5_KrwZX`V;N+<r|(blvGe<}NX!ZqE;xAZ<{uRcD&mSr(FG&^<t)+*UZhVR)$O
zHeT@r-uY~|aBiLH0SrC<b3wBa<o+Q*79r!@o6}+NxcA>Ge!%r>$fL^LhL{#=t_GA)
z5%eB%Go;rFi(kbr>4=D1xLK+_LP~YIS<`s=jxYlh!6mRIA2A8nn+34Q`fsk8<Fo|C
zT0xu9S$1K3S?BjRYZ#s|ZS`u8iM)vzxNBg;%v4fuEwk*w@)__aJu@%9WEUz(HX>v9
z1|~?@Bq?XkNqfnmt+#<{>=4D!BM@%8@nYmE##q`!ii|NybdB};$>2ID1S4;O6(1Ij
z@xAWwIUw666Hwh;)<Mo4e*-jd&$fxWq~6}`Z&tI<JB=#_EC9m;9br$-x7qeOX&)6?
z3YPY1N!>BkSWv6bdqfbHq_C4u%=ox3QJi|o&fJ{K94YHPbQc%Z5ku^W+56Z1HzX6L
zmy6w(J8DMz>8I(7ACBm>I$Vbh>kbrLi5G3?NF%^LIO9o<1FoZ}W*s^#kt&rivHYBH
zO=mCxPN7-*I;g$*SFU~i&8$}uMx;S;2p)iO1^YgiMaJ2M>6rs|0FVgy#4guhG2*a3
zT{2OLD=<&dupI;jC6wr^CeS0Q*z}~L^a4IYvY<c~2TK%VQ}x$@YE7W0jq(+<q|6gS
zs@)pQQ=--dsF+;Ph*MTe1g_m7h`?{PsSLm0v2Bg;TWu)AZ~E_5`28+{-~7J<{O-`@
z^4tIeV-7Bv4;H=8SPhvLO#KAAcd>?xZ`MjtR5`rVE^A>axb#vo%m=C(#qz);mVi*(
z-z2N{#IY>yHXv@c3#4p{D3fK~_sI@4&2E8Rl>zCKql|~78|`L7F!bUuCWP{6Qkv`4
z{dAU0?~aahSk2!VstmTv&$r!sl!y8&-W_SpFSv>7Ngi$i#HaX>Cw51?`8Z#t-sWaA
zz1bX1cboYt#O4(4-fT!60a(%a@R4o5!bBJ)bCm21*kVK#;w%;ccE4$kgJo}8tnefu
z>Re0xi?5tUTnn8d&GtBnEI)*0iQMkvNJLk&I67Nn()i^58iWk38F;%`Sc1B7)*`hT
zB?ThIKsf~p7)%CWha+K6f@i9cpQ^}3UMWOn9sCv_lY}cay%GLN(;(v)tHpN|bAH~=
zHn+<;`m!ixGTSa5RrWy=0}h18hn#WEhc!Xa7WZ-n=Fn{%X`bp6YVo`eg>>N<p#-1}
zUegFqI?>`lL!#TrV)Hxr$r^z)VA>TpmvY*b8PH_TE<X{X;q1AK*;lZ?>N=~te~l}8
zRt1MA>J3_Sk|6*iML8%Qc!W7P*ZVruhB9DdBkD@Gcf7nRBX0Thch=*PlDhai2!iw;
zHVngn+#rH+nqj*6TOH$ctYonXSyz4(%Xa9m^BTvt08)P%s;Q*r*yh`0<}=2>p^i1l
zB3Dh6OkztJtu{8wrP;`x_HT&6cUJc7cQVhs(wnBP%=YUo+x>=42Bc_}qmG9m+oOt~
zS$DT<+SeE2JL;1WI_tV^&fxwG3_rJ%!=#q1JCX}JI*4L|94>_%FC34WgseoR`EZ18
zh7Zg#O2P81l5V}!{BBcZ%tTTMlZ)jpt*&QNn;_RV`0VbS$et$avgN-WCEYBRtvduc
z!_*VGS`K%T&v)`+(M|l8I<68$inyip)!y+FK!xK6s1(PK13r|-0w3=AVJ4?R5=-`k
zZ!D|$81RJG3yH4Vs@sk^!vP7P3vv2G8z92xwJWjRH6i_hgiOx$l<vQ3?<guFC}!jW
z3qi*4QgZE=`5#=u@bV3ovI8yA{I!cU{@dRY`^J)1+G|F<DpNnM&JtE27_Zv5OmKgl
z87mAXk7Z$*#J4prZRXm^NK(8`h3Vd*YiF?;QvoI|PFXGPKksj+Gmu|94ArGk)>)p^
zwt^bH-g&}|QxQO}W^)?Cp$*>e`1B{Cy&HD%*jjL9(a7~wg!u+yF6;9!Hywuzqf3{E
zSX^2fv1lADDI$My0rpG*^fC7v%A@J6xT%BeTc$1anUgCpC%8o!ClE6T-LE+I?{_Ye
z72mCM)2)24NS@!@sFYVVHps#YlV#YGSO_ldv!0P37N5oh98M?zvo!yfgu~0-zs^B#
z*z-OuKt-^;Lu2rKkAnO&f;~hY{WSeA-*w0_m0A#Jd)7FMrH+s))Nu=>*^nEGGEeo7
zcz`VL1Y%^ks%P=RJvG~}pq$eyjH=C@zTB}sg<71e{e!*$^uc0(vs_^`9bixXMV!tF
zu)>cC?`@KIrU@7Trz7h0$XZ{u=pix!ix`vp3ffF#dy=E(9QZ*w--nYF+LdlG9SIPI
zWNUxcV6z$dHU1tS${8#$h*Ys4a?zcL0KaYQr}Zb8c$Qpg#XF&#Y59-4+4A00KqoV2
z2VfPX<PI}XEbR@}q11ef`~wvz_&E%nFWTJk8KU&6sTgpC|98wEt-TUsuz%XT7#~is
zuF}8>7lyKsk5KEYckIkkm4uLImGKbj!PBQ9c2?@_eS-HsE}}BP0t-og8ZwfkGmtU@
zrlC2RTq{Wahq6duL}>phj0Xu-eb%ve9d7iDJjbXqp>YIA@<vcQDiCo9>MHqKQg+Cy
zm{Y0+4!xXY5qQeW`U!MZ5aIJ89&5wqT##c}UdbW^B4Rawa<FQ+C_nX=2)OgGYqVe<
zmx#@LcMA;2oUWGOL3iiZle6Xh4QYieGYOPcd2wvq{cQ*FIu(E!5JQm%>^QlY6jb}g
zqFK*Abc70)duZRD%22d${`$-Vbo_e5D%Z1g;%ds-VXwm2OFJy{mH82sp(iON1s3K)
z9$i9YALQ>8n@nl+K0logd4l9M1hXgN0goIt3^!ck$20e27&r>A73dip^5Q_EZB)QD
T@Z}!lH|Hw2V*y4l*|PS(&|LGx

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/normalization_desc b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/normalization_desc
index 24c02cf..4b80cad 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/normalization_desc
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/normalization_desc
@@ -1,10 +1,10 @@
 {"name":"NormalizationComp",
 "includes":"#include \"opencv2/opencv.hpp\"\n#include \"opencv2/gpu/gpu.hpp\"\n#include \"Normalization.h\"", 
-"call":"normalizedImg = ::nscale::Normalization::normalization(inputImage, targetMean, targetStd)",
+"call":"normalized_rt = ::nscale::Normalization::normalization(input_img, target_mean, target_std)",
 "args":[
-	{"name":"inputImage", "type":"dr", "io":"input"},
-	{"name":"normalizedImg", "type":"dr", "io":"output"},
-	{"name":"targetMean", "type":"float_array"},
-	{"name":"targetStd", "type":"float_array"}
+	{"name":"input_img", "type":"dr", "io":"input"},
+	{"name":"normalized_rt", "type":"dr", "io":"output"},
+	{"name":"target_mean", "type":"float_array"},
+	{"name":"target_std", "type":"float_array"}
 	]
 }
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc
index 5babbee..b25c83b 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc
@@ -1,9 +1,9 @@
 {"name":"Segmentation",
 "includes":"#include \"opencv2/opencv.hpp\"\n#include \"opencv2/gpu/gpu.hpp\"\n#include \"HistologicalEntities.h\"", 
-"call":"::nscale::HistologicalEntities::segmentNuclei(inputImage, outMask, blue, green, red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, reconConnectivity, watershedConnectivity)",
+"call":"::nscale::HistologicalEntities::segmentNuclei(normalized_rt, segmented_rt, blue, green, red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, reconConnectivity, watershedConnectivity)",
 "args":[
-	{"name":"inputImage", "type":"dr", "io":"input"}, 
-	{"name":"outMask", "type":"dr", "io":"output"}, 
+	{"name":"normalized_rt", "type":"dr", "io":"input"}, 
+	{"name":"segmented_rt", "type":"dr", "io":"output"}, 
 	{"name":"blue", "type":"uchar"}, 
 	{"name":"green", "type":"uchar"}, 
 	{"name":"red", "type":"uchar"}, 

From 674a78741c9d7159156362fcb94f0a68fb7f8362 Mon Sep 17 00:00:00 2001
From: willian <guns945@gmail.com>
Date: Sat, 18 Jun 2016 19:45:08 -0300
Subject: [PATCH 03/87] Bug fix

Updated field regex of workflow generator to accept file paths,
full and partial ones.
---
 .../examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp       | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 44220eb..c1f4331 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -850,7 +850,7 @@ string get_workflow_field(FILE* workflow, string field) {
 	size_t len = 0;
 	
 	// create field regex
-	regex r ("<" + field + ">[\"\\:\\w {},.\\[\\]-]+<\\/" + field + ">");
+	regex r ("<" + field + ">[\"\\:\\w {},.~\\/\\[\\]-]+<\\/" + field + ">");
 
 	// get a new line until name is found
 	while (get_line(&line, workflow) != -1) {

From f8cc34fa0c1bdbb3a45bc60f125a204e5b6d0b0f Mon Sep 17 00:00:00 2001
From: willian <guns945@gmail.com>
Date: Sat, 18 Jun 2016 20:43:09 -0300
Subject: [PATCH 04/87] Bug fix

1. Added ID to ArgumentBase serialize/deserialize.
2. Updated generated stages to get the correct DR from the RT. The call had the wrong parameters.
---
 runtime/Argument.cpp                          |  14 +++++++++
 runtime/Argument.h                            |   2 +-
 .../NormalizationComp.cpp                     |  16 +++++-----
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp |  16 +++++-----
 .../PipelineRTFS-NS-Diff-FGO/gen/Makefile     |  12 ++++++++
 .../examples/PipelineRTFS-NS-Diff-FGO/gen/gen | Bin 432826 -> 432826 bytes
 .../PipelineRTFS-NS-Diff-FGO/gen/gen.cpp      |  28 ++++++++++--------
 7 files changed, 58 insertions(+), 30 deletions(-)
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile

diff --git a/runtime/Argument.cpp b/runtime/Argument.cpp
index 5992d8c..0e11b02 100644
--- a/runtime/Argument.cpp
+++ b/runtime/Argument.cpp
@@ -17,6 +17,9 @@ int ArgumentBase::size()
 	// starts with the size of the type
 	int arg_size = sizeof(int);
 
+	// used to store the id
+	arg_size+=sizeof(int);
+
 	// used to store the size of the name stored
 	arg_size+=sizeof(int);
 
@@ -32,6 +35,11 @@ int ArgumentBase::serialize(char *buff)
 	int serialized_bytes = sizeof(int);
 	((int*)buff)[0] = this->getType();
 
+	// add id value
+	int id = this->getId();
+	memcpy(buff+serialized_bytes, &id, sizeof(int));
+	serialized_bytes += sizeof(int);
+
 	// pack the size of the name
 	int string_size = this->name.size();
 	memcpy(buff+serialized_bytes, &string_size, sizeof(int));
@@ -50,6 +58,12 @@ int ArgumentBase::deserialize(char *buff)
 	this->setType(((int*)buff)[0]);
 	int deserialized_bytes = sizeof(int);
 
+	// get id
+	int id;
+	memcpy(&id, buff+deserialized_bytes, sizeof(int));
+	deserialized_bytes+= sizeof(int);
+	this->setId(id);
+
 	// get Size of the name
 	int string_size;
 	memcpy(&string_size, buff+deserialized_bytes, sizeof(int));
diff --git a/runtime/Argument.h b/runtime/Argument.h
index f9f773f..455fb8d 100644
--- a/runtime/Argument.h
+++ b/runtime/Argument.h
@@ -18,10 +18,10 @@ class ArgumentBase {
 protected:
 	int type;
 	std::string name;
+	int id;
 
 	// this fields are used only on workflow generation
 	int parent;
-	int id;
 
 public:
 	ArgumentBase(){};
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp
index ea9146f..7db62de 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp
@@ -26,20 +26,20 @@ int NormalizationComp::run() {
 	std::cout << "Executing component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
 	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
 
-	std::string input_img_name;
-	std::string normalized_rt_name;
+	ArgumentRT* input_img_arg;
+	ArgumentRT* normalized_rt_arg;
 	float* target_mean;
 	float* target_std;
 
 	int set_cout = 0;
 	for(int i=0; i<this->getArgumentsSize(); i++){
 		if (this->getArgument(i)->getName().compare("input_img") == 0) {
-			input_img_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
+			input_img_arg = (ArgumentRT*)this->getArgument(i);
 			set_cout++;
 		}
 
 		if (this->getArgument(i)->getName().compare("normalized_rt") == 0) {
-			normalized_rt_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
+			normalized_rt_arg = (ArgumentRT*)this->getArgument(i);
 			set_cout++;
 		}
 
@@ -58,9 +58,9 @@ int NormalizationComp::run() {
 	if (set_cout < this->getArgumentsSize())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on NormalizationComp" << std::endl;
 
-	this->addInputOutputDataRegion("tile", input_img_name, RTPipelineComponentBase::INPUT);
+	this->addInputOutputDataRegion("tile", input_img_arg->getName(), RTPipelineComponentBase::INPUT);
 
-	this->addInputOutputDataRegion("tile", normalized_rt_name, RTPipelineComponentBase::OUTPUT);
+	this->addInputOutputDataRegion("tile", normalized_rt_arg->getName(), RTPipelineComponentBase::OUTPUT);
 
 
 	if(inputRt != NULL){
@@ -69,9 +69,9 @@ int NormalizationComp::run() {
 		DenseDataRegion2D *normalized_rt = NULL;
 
 		try{
-			input_img = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(input_img_name, "", 0, workflow_id));
+			input_img = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(input_img_arg->getName(), std::to_string(input_img_arg->getId()), 0, input_img_arg->getId()));
 
-			normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(normalized_rt_name, "", 0, workflow_id));
+			normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(normalized_rt_arg->getName(), std::to_string(normalized_rt_arg->getId()), 0, normalized_rt_arg->getId()));
 
 			std::cout << "NormalizationComp. paramenterId: "<< workflow_id <<std::endl;
 		}catch(...){
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 06a6039..d67b803 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -26,8 +26,8 @@ int Segmentation::run() {
 	std::cout << "Executing component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
 	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
 
-	std::string normalized_rt_name;
-	std::string segmented_rt_name;
+	ArgumentRT* normalized_rt_arg;
+	ArgumentRT* segmented_rt_arg;
 	unsigned char blue;
 	unsigned char green;
 	unsigned char red;
@@ -47,12 +47,12 @@ int Segmentation::run() {
 	int set_cout = 0;
 	for(int i=0; i<this->getArgumentsSize(); i++){
 		if (this->getArgument(i)->getName().compare("normalized_rt") == 0) {
-			normalized_rt_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
+			normalized_rt_arg = (ArgumentRT*)this->getArgument(i);
 			set_cout++;
 		}
 
 		if (this->getArgument(i)->getName().compare("segmented_rt") == 0) {
-			segmented_rt_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
+			segmented_rt_arg = (ArgumentRT*)this->getArgument(i);
 			set_cout++;
 		}
 
@@ -136,9 +136,9 @@ int Segmentation::run() {
 	if (set_cout < this->getArgumentsSize())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	this->addInputOutputDataRegion("tile", normalized_rt_name, RTPipelineComponentBase::INPUT);
+	this->addInputOutputDataRegion("tile", normalized_rt_arg->getName(), RTPipelineComponentBase::INPUT);
 
-	this->addInputOutputDataRegion("tile", segmented_rt_name, RTPipelineComponentBase::OUTPUT);
+	this->addInputOutputDataRegion("tile", segmented_rt_arg->getName(), RTPipelineComponentBase::OUTPUT);
 
 
 	if(inputRt != NULL){
@@ -147,9 +147,9 @@ int Segmentation::run() {
 		DenseDataRegion2D *segmented_rt = NULL;
 
 		try{
-			normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(normalized_rt_name, "", 0, workflow_id));
+			normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(normalized_rt_arg->getName(), std::to_string(normalized_rt_arg->getId()), 0, normalized_rt_arg->getId()));
 
-			segmented_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(segmented_rt_name, "", 0, workflow_id));
+			segmented_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(segmented_rt_arg->getName(), std::to_string(segmented_rt_arg->getId()), 0, segmented_rt_arg->getId()));
 
 			std::cout << "Segmentation. paramenterId: "<< workflow_id <<std::endl;
 		}catch(...){
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
new file mode 100644
index 0000000..4e2818e
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
@@ -0,0 +1,12 @@
+all:
+	g++ gen.cpp jsoncpp -std=c++11 -o gen
+	./gen -d segmentation_desc
+	./gen -d normalization_desc
+	mv Segmentation.* ..
+	mv NormalizationComp.* ..
+
+gen:
+	./gen -d segmentation_desc
+	./gen -d normalization_desc
+	mv Segmentation.* ..
+	mv NormalizationComp.* ..
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen
index 76892e4b15bd320229d9549bc351ed30403c9c26..cad95c107f06d7450aa2a0886c800b19a1d891b9 100755
GIT binary patch
delta 118322
zcmaHU2Yk)f`+v@f*ohDsVkKhF*qaz3ii#Gs8?{%(tbIdVq!A4takN%yRZ*frNJ(N|
zTU5WT(Gse9(@@c66!|^RbIxbn=>Ol>tL{C|d_T__&*z-a=W~;OFfjdKU}AR3l)v5G
z@V}J5SKZ7gSN#R2R`nO1)u*<L-7Mex=&Amtr>s1)C-0}eGkO*c+S$L&iPUwxRViLK
zSNqnpTVT8`jO4$df8E?>7jtu~=H}`4^;E5iR|ZI>{^2z>xcHgQZV`^-F=tXIhI%vR
z(B?Pp4F6^}z779wYSIS&z0qV!2?t2UIh<R2XnmV5_KO?n<`$7)kA6{5kb%~b_0iv2
zZqp!sX|PtRS)*b*<K5gc>N&Jd%@$Qry002A5Ig~T-k=u|_dRNP7145<`SZ<Bwdc)h
zmSrzMD+ml`dc!|XpYB>{bKlaWe;K7uM`(SUPvE!y(T+8**`)n*7wJCT+}t|FodWxj
zXg?tV-K6(2wONGb+hTXwsAmM;?Oz1pa5}=Zt1T|^#ZR^5mUZ}hPqhmzKlZ!ukDFVb
zdqmtxu%-((=&DU@HNLxwCa;bjP4p`xnwJG&I^G@$l#ISg@Pr{4V+vj?&?>fW^_CKu
zBt_!w<3J+rOhnud&L1i<w~Y4{zn5Vm#WXPteI?kDk}=AmZEW4hro{iOP0+07hNHR8
zihoV=K{?AbcmFk+%SK8<5;8KzD)}og?m#$)SP3YRKA%|BC(XMeHwm~}&o(`D4E5f`
zu(qNFLn#A8KAM$-p_0Vl_L?vtBV&oeP)uU*CRPGUq^~nEOzuJ$fUEhm9Z**345)>9
za5%gAXmi_!>&bQ_>WO&!B(N`&Ju%Rd?3|i<$A+OZiR{TsN&!+Z*(KUFs-v7Nlj2r$
ze^jspI<}@ZqMc9A*=RtGjKNB^!<(vKqN?8QRSYDNCXz-kwaj+@ZEv+EK+(uZNQy#S
z$;vDXBUTKt5>O&tf~D>n+es_izDm%_P9&5fg_2Qd3+a<kolaVx_6d4l{#;#+Co^Mj
z2UtQpDfuu&^3j~k*mp3M3kUq!n}$5lkRI?{!%!9)>L@M6qoo9UHbG4yj%2iKMT{I`
zBp}}!=<SZ$XC0~pdB|*d7hs|i+~6a9yBTP5N9}rtczwVO4Uq%ptuoq-j$Mj^SmsWL
zcC6zLSOiCf&4zz}3aiQYw$?m44cAx1&UxCCQ9hcjQz>4nwYH+u5Rh_q3gJ6iX`Y??
zhp0a3@*BGEpB$0UI}x%nkj6Zvx?wBL-uWF+y52d6A8DETqO)fa+w~F<S=_PO|6n=~
z2H{7%9Y2gYyb&goTuj4Ah!)emPbeXgL~%Gf-b1JMDAf#=&1lsOmdzN|EGL_Z*sKVX
z#$C3P75lHdWGm$#?ep%HZCOCgD1KJfguC~V6`q4r?U!FjEL&;qkXkvaDP%KWHJ8h#
z+f&d1-8r)9t(p^LGe|Xu$Yv-uZ6MtX+75dwFa?#uEw{ZFgsyU=&##d%tszJ8BqeA1
zWlzg+>mvD(qA+qoIqa8DIYbJ~bQxj(&jkhctTJn`8X&`laO(qc$*nR=j(NW6`8Sxx
zg*^91&-w~{Uh-wu$nEXNZ(7;*rj;^irI$@*eu-|z9%%-UgqENNVgP-VU}H-FQq<v`
z3>}R4qdiDI3N0k`&&lYobezqJ9!>NFWT%fL)@927k!HwFl5Belbty%%Rt_9uK$?ol
zCYgukGue$Xy0>WMZJzX&D7_&&Jz06f&L(H}WTj<;nM{&#G=+YZx+zi@h0^z#x@Dzq
zmgJ&P`dO3vXHyD8a_u;-)%uk!ff54{bdpW-5odEao5(gg!@&?Dn-Y}6Szb0{6xTyG
zvk3yE_?ZfNxrCNO^aNz5*FJ|sj=~xwp-HZq#gyR|HffJI;QWgm>^eJ{hvquj%-6jQ
zA(IYgMd{7$8A>N0JAJC@?O_v2gyh=gv?p)pq&Z@M^)}Fi{M*SqwChQ>H(7<)<|%J`
z3B5f?dP8=4jOoor-t3`D3-FMj3_MT*4U?)UlYZ1x?b^i6Mgv^3Q7Zki$*w6aM-jJw
z4p@%FuhQ~y2`XBuqD=a2Q#G$KjrbT-l?0{gQmLAVOj|+%3Z?&H>ZXux60sBPG3Gc*
zxI>*o3`p1O+tef<(0nYL(vQQLBbx{eN7Yr?j8x4NvKjWwCfTX79je&dWHU%LlVsCd
zHJ8d}GB$CV7dbE2wh}U5DMU{|c6te7(HOiLN-4=wT98c?tf|sDQ|e|*T@<oj7;e_0
zdIi|#OTQ!oAwBwu;wOX9ye*sL9hz5U6H#FNS+bc!_5pK{!rVo6RKE0!?DV=O=JFD=
z+jI1!J?-Uf+b89{iIRYf^k$~~jYc%`CD-na(?(uj9Fp#d0cdK;CfS8%fNT;7XqK>G
zh31PN3kq^e7X{1lc3Th(hYY<cedF^+ZKzocS9P^0te1S4VnK*kLfMl`{eYB=ZYm2A
z;8CwiQq<vG0&a0ppDY*kP>R?Fsnb{W0t(h1MvMgH8>>2?&TdGlkX-Ac{uS5-M8p8O
zDzZuDp;<;YBgrT@(--yC(wQwvdPBZ-RUb*-?9oaM1{Vp+`Sx1s#z<9^u`cShrD~$&
zqL6h_FDb*2Tzi(yoQ=QUqBw{Hzz51EIe}&m*+geJ{MyK-1O+RdY(^?>CD}|S2oSWs
zsBf0gQiz^_Y+HJyIohHdP>Lnn9%(}BE$tBloM+r5q+}kN`(!gq_ogrEO{BMM=?&S|
zMctj8*^(sNo@jc@k@koI=KEUAL$kAN=IGw^Mg26{v*$~1$hI!(YwOb>b$fxxY3U`w
zI2$b`jU`gr`@@Ae2w7M4AyPMpbmh+7vZ%M0+)&dp3CfXjU4jaeswiV!)Ome3ZFt{6
z+eRrBC8Z)!%CdYr>QS#qu07h!)3zJb4a9)N_{t`#;|M7#o8%grPp^|O!Gxw$HiJ+Y
zFIjKMwzpC~FPm<v`HgJKlsTMxWRto8bT`UoGz#PLtuKW^GBYtmPe8VHDST3wdL;2h
zflcocl9Y*CA$60bE(p0Si-$-zNpkH$=CY_sD8v9{MPw7zF(rThfC%l<jl=msHlsT#
z_7Ae1LOvmmC2BDnOdVj)B6<R{(^r_2re0kw_nnHiGg2r=3T30v22&`%4)vkr+Cxpi
zm!wZ(0KyKkiRuWrk!+G@Xa>n90fc5*Xy(<-*bHtmZDB=5xjA#bhc!6AVHjMdIh@mB
z0A#|RvcNg#e-w8<Ve6e^-DLh#n}A7{J=+{y&8075fUzB58B#~*P1wi!*+(7Oi{7?>
zk)MEk>*2=>Y2KT-_8imv57Hhnz<h+oJTzO&W)P`adg3Uh(H<(DAv^t`OtK9lP9Sgg
zFr@}~NK%fd+7fA`)I}NV1;INKsN~x7O`we=6k>pjWSL5G0nJsi8TzkHcGzOsMr70l
z)Rf!LvG6^XwtFmoBkm0gZwZ4+WATM!M>qp)eX`8ztR-1x>}#IjR<a$4(^hhZtlBO`
z+gS?qY`B+1F}as~7sQRDi?b*YhliU{go`enZ``HnhZJKkITIj4)lR~_q!e{H_kSm=
z_Fq`F3vFVjNW<tD;+LLp!a13-m+Yf^4$oE>3nS5OAv1MMGrE;EXhlDIDPdU2QC2Dw
zcwENq(K00J|7F*35ZYsq1lvC|*wiW%Y@%c!-#C%FQJq-H#7aO3>p@M&n#4^ZZvSi;
zQ6wlw)XiGN%tEI2azJr;CPf9M2<ase3(i5Yx8=psT?vsG(AV$CCfSE(7ul3P9L{F4
zNw9%iLpEd3A2j`BGg>u^UBfX*wap&+(r`HSTcp~fkdlyOVQj35=qZQZrg&#59wfyr
zj1MbQu-PgT#&uMEnV}q@_kr{v-+CSON~SkoseuGas%!LhQrC@~C7?`thPh^*(E1Ln
z8k8#ygh`oD_((r#$}Fj_B@V1&+bxA+q);>poi&BJNp7O#qEPx{lUtj(Ns?>bWqZg}
z5ChUZ>nbIZd_Z%oY@#nJpaW%_a00uBY=$Bmnr&p$O*QMuCS?V<m1I+9#^LmoO-v=~
zzRo7cK}z?rY<jC^4m53g2ZQug$&OU)6SA3%&4k|B)}{YSHSEzO$+9l}UeZ4?z@m*z
z&_GEctF(UPULjOjNYUyI_O$s{lmmo3B_Q28k&coxdk%4FB4y)OIg#Fz9h5IsQO1gM
zk;Eyv)*3Qg#zqW0_qZY<kq^L~C7aR@EMykIz}+I7DTKn|)MV4`6-L!R+o=71ArzH2
z(G!rJUgUyt4DxF*af5)YwHQ*)wpdDsN@*lpPp<cnbduy+YfPMUP7Hwd;xeTc)v^Ec
zWRoC3^GDf4D9F7;O<7`E9+wSRY#q*n@I97F0@NF<427574?SeP8Tv$fJ*0vS7pe5(
zW^8dm6k8O<l9Yu8;Jkvo(h?Uddo-H(2`H9c($xM+YR5<}3Z;9S+)pGoQF2iz-4<c8
zr%HA*v6I52YZ8{@rG#`HCe=|aeYvUK)S?Y}`0NrQw@Y=0GhQ~)CuV8BY(~FQ1$?q>
zM=ADj*^E@pKC&q<lN`?ci)cFHHJC?II(LJVNr=s5m&z+1hx3dni6pCJDU^)24-Eo(
z#ySea;XLlHm+TaBO;hgM8(`iMo&#RoGHT%+fQ=yTyl??S33q}Kc_<H;Q|IBzaBxII
zcoxQ(enrb47GMh_@O1mk5GA|65;%3k4K|+Cl&Y0*K*jfW!rB4F7OOb*y)TkupB0oz
zf{T=yOJEg|oh0wW$x62hVJQSPAVwR^t1QeE1e9@7onC)MzVHSe$kOdQ0~$G69Y})^
zbuf|)i_OKdFGv+wTZxqvNrT1i_8Ju^x{^xAh6Xm#1R)&xh~q1j@0t<^sloXpy3?~s
zI7&$z!~iobEja#_*^?e&Etfc=B#s~xhb<O5MNf#oiNhO2GO`qo%~G4x;3hF@yWm(-
zf$~8Nz>#7xIYZ)*9v#jkVkL!9X6<3G3v7BqUY;{?BvKM7AEAijTZJP);s7=57i78O
zcojf6hygh2Sa3WdRrE+*<|T1N;}s&7DI!zH%(UPrVd97ciHx5Vj#W~dv|#ml1IH|h
zgBXBgi^b#^i9<ScIG5RomlPvACdS0^`&mRL$NOSRBIP3*ar~}ul$1C~D}nA?y5{4t
zKji~;aF|uJ;J8Do_86Puxk(&}5=XL$W2^<ozXYCeBqEO23P-F|CM~$nfXXi8W1Pf6
z48XC*V$wEH0+Al!mKO1nk|mBT6Gx82%*PB9M+)L7b5WkmzLd(O1?R4B;JE8Y`5*@1
z@C0$2p5v<&gI#)bIR7AbNwlUW*mF!AgDf~65q8Q)HsYwNaLklANDJ1FH*gG=IFLc}
zf2qahTM~!#=x|PyIC5k@+zPNK<+6Lm%*PlLM?T_ctZ@7;l}QWMk2i2!^OZLShyw{J
zu-H6FG1#R?hx0zMlJX^vAQMMVi_RUwPWkW#iHwd4$5@Gjv|#-}Wqo|eldfLAaseT;
z4(Du(&2|!p^yqL7lQ`U-V)XVf6UV93W<Ca*I6@IePlY2#Dw7thAE<28fzX0_y1ZOK
z6pkkrn+GWd<<a5%o>)nA_6_TYiKD$m=PF^Rd_*FSVG73}i37E?7o$qrWPv0E9V7x2
z$0<9(Vy&S>AbmNUeIx=pW=aT;QN!ZMDKibdP5060ev)$kKho?U18XSK3+3RLk6bhq
zf?SKiuVlY~FSw#7dQu9l<l)K6eOrt46~c?rhbLytSH1^J-^uE>K1FVm<vW}lhbN--
z85TROq*rj^a1NDT>8OepN16*~PEyb$F<5#92jM9hi<Q@3NDZO%PBDfa<vY8an;WhH
zDQLaGV&|kK^S=T;5r!KD3vxe@oSmu|G|$SWJU??dkI1Gx|8qEZ$tH~y5MD2vG=QPG
z0-E4oU3WX23nZK7JFq{LO<IPa`Mzvs;Vgt^q->_BW+&OCwG+5aWHV85Lu4~XHOtFp
zG&E@q@{sK)#s236rc|A_JDk7DW|-n$hi2|FPZ%ipyqCPpUjsSLy;NG!)B^$z=T|6N
z(I7|S#079`ksOMrH*qI1{%A$F0bPHLEK1QPqO6CM1<@=;?q?BAQM51%Em_g(TWE=j
z7GR;p*c7n{5OX&b(Id!F<VVL%NZE>Z18BL^4N<peGO806(R?Mk7eyls(L^OGOi`OX
zMiFC8qCHyCrdViEiZ;YTi&V7k7Fw91HMP(}6|Jg;7DP1Iq?WP}y_Mk8EC9aBT~9~0
zBIf{E@1ZP3yJ(@MDB58QEm_gFp~()0N$=;BHk&iSBI_oJ&N&uZzS19Uq2(xAU$mJA
zn;iM<VUSX9gXHfFa+o5ASS*Apnyn1Verd=iD*CfbGtwAEyKkXID_XXN7NuxMEwo5Q
z+X=MX&W4*5MP6mI$R;b|0+jVPWV01{j72m{(cVGPhfGgElsctvYY~l9v|1Kgn4<Y)
z+RQLR6|o@0qy;Hjo`vSEXg^qJZi;r&Ld#be_gQE;inbnTxy=E$HejNcZHYx9QCW(%
z&|(yAsD&1-Xc1`X9&K~+kT^$?8(T!P6|J&`mZfMVfM(N&bc!PWeGF`VV%W@A<l8{b
zn<s~ww>k<tkF-LMz8*r_yHYMv$!)R7g(=!fMYAFBP(_?;5e!naF(yr}xBY>Td$Op}
z?Mki#lJ^+oEJdzms@qc(&BsEsB`adVQ8SoCMa#3$VifHM3oTmFP693Wf5u2md?{DO
zJr>azMO$Z~MFWj$&=LzVObJF?XrYQW)IxJpv<M3=U*TzHq2(xAkcF15Xr+%9*o+<w
zQU;%WV<y5|(e7JlQHqvrp+zd%QK02sHU>|!B5y}>nnBK2<dr}+#$S#i&b64$R<tn|
zT9%@{W1*!eS_h=5!58{Uc0yf?T#%yqnKYZ-TM@ZQw7V(V@99P^<ly_sLZEZKi$KV2
zV^q0hrFhVkGtRm`x6opgT*7DzF<KGlSZGm-W|fOnw7wvhn`u;)EJbc(s>^Nk^KZ1{
zQ+x-ND@?x%5#zF<^!_*k=BgX!@)h|Okku@g=01~ZZm(s6zd52ciuSc_D=aoriUldL
zC20MSv9O0K^5nv5^`%;v;`c^1o1qq|$Sn%1+5U#;Aebm6;D>q<hF-KH7aT4WOomj8
zQT#i=&n;`HB`WgS!fMN;TC(ErJp3W(-85E!6h&WEST9oQWhwqtbhp(|%U0yUh1DuZ
zwH(E7b6886>T3%rEOrlqh8(yR$ewXW>sV;ivaQGu(+cHaw^R#K{ENWPg*$#qEmV;Y
z7FM&(ka}TCAPMyxhF+v1FD$IrUaCbY{%}-FG}LHk1{ccR3#%0+HQewyoOO|Dd!OQx
z8>b3|#jiu~aEYFb;x7+@cw;F|8=gEQ$jT)pc1h_hl)h{*^*u5i+8Q)-H)PvkA%>~h
zvf4rmeJcB5p@kNtXcH_nZ$%qmp}8qqXA3R=A8D_lq}k}5lN?11v<PM^T2TuvOVR!~
zh<Q;rK^@MYp{dvKWF>ONLQ7P%Z!EMJNwYb>un?n_pk|>(DVohfi&V6U7Fw91y$7_2
zxa-tq*dZ$ai%#KF?n8#1>>m;L%exV=4{JxnEw~<`WzHyGGD+=p&mGjR&hTkno%*r=
z<B0h1>ly16Zy%aX2!D)rQxCytTZeNZK0G_)OC_;DYF|%7L8YzpMq0GTqING``zxj0
zSZc4ZYU@0Ii*`lScGI;FDD7VkAaYxnRXa=ZE*vnCW3S{Mz<HuV@v>?F9p<aU`Kd)?
zBWf(xXO@gV4)Mqo<HVD50x~n!;hbW!x>{KdXMdA}GtW?RINO>WZ&yyR$@vH3#tw;y
zJyl!VJEMZxX{oZ)kguoRp+eu6ibU0E5Y&Hkn$*6IjtXm!v}lh-?KeA3YOk<rf3JM|
zTeK^p_M4sdwd^#j_OE)UeQhGY0+w7m&8lH^nnhzHY837?#G^V5_37{dI&D03n#t;F
zWkIKzoVu=@wkF5hl@n}o{=tEyI&H`>!A@}B(s`|cl7qwST#9yecKHfEC?DVddPIEh
zXTWl*8&VJVYp-Yf@ii%$-<*!Mrtc@n@!=06MrMN)TsP6_)exYUIpkI*BMS`vzE_(+
zrvh)fUlVgG^KGfxp*f*`-|mH*b35Hfxn*4S80D6kRWHoVxp1HMa?XMBt@aVTXAvIB
zG{7Csn)|d<bKkAh7#Uy?Hums&0{lHw{%U=l+H{@=YaIF&sv>9vOi&(yQeGhDm1uB0
zg)%bZjrVKg=Z99?tn7BA8f>+@Jq7KBKhy5657ag<@Mv*)H!7p8vxp=Un+#SpyeWv$
z!y|iWtZle+dIeqRvwfQPf`)w8S6bMDD*Uq)Eowmk&)KKVUC?IocVChNGUnWcw$Z&a
zg5d|)r4Ve$z<Y!7y)nr^rgOds((QlNBKfx^SP*kKzazZ#b<RF5cwuOzFI2G0=)&3>
z?4!NnZVn4fUAFL74}Np27QJK_Z@5*fWFO4G-6GgzUO|K=@}eSU0{0NvoEO!$*z5DT
z|IK<~-^sge6{{-q0PX0~pt^gK;U@Wl`?il7VSE{|Qqr2%e+R|y%z!o#PHokSF00{F
zS*PoQE4FGKmR07Hw`#+dHS{^QU8%w49I4gcs%-+c=T`05vLK$fMZ2@CNt2ek6kPa{
z)Q&Bb;rQ_Tu{j-M&&Dk01V%TqYzt@yl+<00-lC0O9>lwB(UvU_^6d0E>QW{jY)d_`
z{59j>Z_sv~9>V8r(8|U)^M99&<Iq@Vj@*@-w4w2hxaSrvA$}xZx1JQ*uGjjkXzpL0
zEEZDevr${Wq7lEGtX*7DzrHtQ4GhwSO}|YD0L7`9v>BSrXtvm-RZj@vQ#WZn66yvV
z{0wDbKF5b2Ho=tHpv5P&Zc}{&Jp6S%ubEtHuHZ1ayAkCnxI<`{Rv{YBPuClq4V$&s
z2@UzsPql_C{Tf&Qw4k7CnM0%DRa?1kxRVXz?6fOF0DSs8VH>oWD{BY!1ash<=A+`Y
zGClmXNjtW3cgZf7I#YKQU#Cs`B$5Zt&`y04&dO++t14)=vz4@tiIe<?K@d<HGQfUT
zMubvueyUYD=dayJENycKc)-iR=o|p$Fb=T1#$^tLXXe$D@ns?J);i-NNeX{PsiRa(
zK_9WFW?L>#X2a#l@_3Jp(?Z<Z{|duuVFPfIjE26(FzDqz0F+o=A!;vSkgJm`-Q40m
zMuKW=7K`&3JWX4^ss$gsPRm-=Gf0nlbW%Y<e0Xx~vyx?&Z2$*xSrPF?PCGB9)?59;
z-T&vc<YW^?eOUSUaE*36+rQG?5Rk@vle1+S#lH!m^-R*HtPL+!e=>M>g6ELQTISk-
zR%JoN<w`kw4d}>GupJ$l)&ke!1frzGuhq(kfN@h@1s)_B0`IwUE}ES7uAGIdP5*?m
zz3IOkiel=;-TKU5+aZ#8<Yle>y4^hNvi94$5Z?8&R_4<X-s5s=vrjMbYRlt6KAzUX
z?1(xiBI021T9?pPE3|4GdbXPfVtM7tWc2?PX2x~7x{f7PSaaKkpPji`FBKGPuLL6@
zPZD9huBJWup=8w`VI;xB7!{7hJnHP0-W67ljIeLv8IfM_k8^Fj_Sc41e#Gi-u!bQk
zB3|pfv1Q%IE5K-ioHHZgyUS#F2bnU_Pe0L4U$2^aV&e#RK6<HE<MW%m!g7smscp=U
z?sl!|mhX8%oK|XU&DI|+L%T_|$%5BLs76xx_>dTOefRarQj|09`b93+CT#s6uw5Kd
z>AqelsAfb1VjMfCmTC{SHukz|N46YVNz1ev+wv>_DgB|eGMBMVDb2QPO|~~IyL<_;
zNCHgtSgK9kzA&(Y6(`J<vr6gnC0dCc_39spB_$p0OzAigv0PdTgG>+2;ruvOi`wDu
zHx(50ZB7_P?Qk}*YY96-qFR|O3H>P`%8R6dZ6v_Q6te43ub^CQ%LMp+vFSvIwrh#z
z{Y8l9L13va8@x0%?28A?{~pEAKMpdMn31pIo4iPC|7C5j*cgm2JPrfuzE~UfAV|}`
z^l8)?$oga?9y2{k?EPYmDRw$m%Y0C8^{!j|*y7ZmcJ1Vqe9)>nUzghq+2=Ox^REIb
z-Lbg{^fLuc+sN2nFt$+pX>TX~+X5|UUu*vUd~L|SO5MvYK)gv2cx?nv{L&>74XfI-
zffDZ>5&K&}M0~jjM&%-QE<D7XRc6WeSaIQA8;QfKn`pA4c4J>P9&k;2wXXsXyru=D
zv}?3x4w(&Aa(3AaQq5Visat6|Pm4_%VQU6Hz_zy%`WtY>UC;d*Jz@qFMz|6~IXRaW
z&Bw3E3{zT}prwx*-TQ6}O@|;XG>M~#!};!9ZS4M<!SMi3x1poy4)V(B!+F}?{WbW(
zncDyM-{h@7()NE{&C~ZIgP%TE%lY~(-f*T?KXsJfY>Ku2MHm~|8KKwY>~q&T9rV+V
zrh55QnFV?Y;TLh(+yfiAnM~`O>Z9eS`qzsF=>n|vJ2R?L7T};`I*9a>`_Y{l@D>$K
z=EKvqtS99MZ$T#f^a5^_cV-k<%oRv2r&HnXCaKIqD*SALlr5>KQAmBDQ{kp5$-XsR
zOFmGZH=C{<I`CfeAu|av4T~!?AX5V);)mtvG5myiNKoNMs&L26)Uy8w@rng$U9S5q
zjs01kkC>*#9jrdGE!t6sJCuqS=tTDM70N6YKyvAgMkME;E9V~o?_%VjY2@RNH19*3
z{RdID``-a$IT_yH%g(qzT|09q#H(N$p}T`UadL+C^w2K<u@tHjAE?Ctn5G?03n}Mm
z5x<I_J+!E&<$L@()dWGNb^uS|okw^uk{on$w6N$rQ#5iW;H{%gKV02^DrK$z_k?+;
z0`YRHw)b#|mp_;QI?dZ#)3iH>6a7C$BMC~}sl=;K)s`L!@#+XmoG$J@O-nn{s0Rm<
zo-{IZ98Jpnt|dGM-XEqE5?yPGPMoeaN*~G_OxF_9d-2R^skhRH@h<g#=<JpOuh!xy
zq6;<W!U=@n3ylA3um?!LkWV_m)wSIIw4H2<bo@}8cdS~uif~k`Fy(`i^TK3p-?4#w
z(Rgk0zX4isMi1WM2W?VD1>WfgZCOS&TjoSGp&oT{I74MKQWcS4+0<)FIc&m&iAabH
z041yf8C?K4LR^(WSYp)UC+VGtPP??x$B+e2rob-{kYUPRI2sF}XI$Xv3JTUJ(7PsR
zVVQ0GyD8g~z9HN2N<{DE^qxOxt1_$BJS@{g1HHcdo{Ttx<o87UUVei1edYk$(eXxa
z*!9SET4;KBYmhcX){q#~kF^M4ut=MNv=&l`oDVmJ!U;id3jtwNbG9=mdIlWM+CWns
zb!n2;_;r2ld6vfOPtsN%U(Od#)aDoT(<Yrr<)2Q_f=~A1^(LfFIa!VITH`hC)M%bO
zP7LR)x>n`%$2?~QZK+~MXvNOF?cZfA+AXxDS~yahbfyu1HAdTb=1b$^scw`O>DcC9
zel%uR?IWU8$~S+2`-s3~ST|uBWMSm#BT!Cm5x`)(vvqjt2)J?&fE~$le>TcuMc<9A
z7y(v7yuOGsH79<c^*I;V!v-XMGSLpD!v`QECzB7FGAnt%!lFK=sB@(D^|_Y*RY#KZ
zWQ3ZLcu9`PT~Vvg58|2c1H}5;vh!7qxX%yOQqGs>%YR5cbH2cxbxA#Q`9AX>K9p>@
zZY**K!N#J77axSYaJoc4Gg$j8JG#}9fo1^I?Og^VYPx6+KvQM_2}5vN6X*31ZNt@o
zO81Aj2n;d>&JWSDuLiV8aTTax3aoYIlrlN<hiFy44QTLztH9RxOq_)O1B^wYX*mQI
zhss*aw@JMC^;G|B-i$x{L96p!3*2Ii_^u{yG2-B($7OB*cg?xmb<O!*D-cPo_P^WQ
z&+T`(_AdhWq%GI}Ga@y=>#ZcKn8BiJ|C*87sOv53Ug`_()w13RzPnuehayvA`(MA*
z)7R@4;o>dr&mV8{p1t6@zmk^sQ)#0c=k(Cn?SIN1?}-MDrQ_aPTJbv{1a9h$RJxe=
z#$`&sn6KGWTXLuIyG`FB6f~}%f`Qz6u+ao7ZfcgF>;e4t(CAo3z+>k#n&Qa9Nf2n-
z4MMxmZpp#61>ELL2rT)dY?i>20926=B&Ne9--?_7)>S)nuZnjgc#zl}9sWJEYdQIq
z!zqlUPy`^iCdOXke1w*Bw_(|v-HAmKfMk6St?IpnffFebwdb+yCI0NLrQNGnzo=Bw
zS1(5d;iA>C>RT=$|JY6Q`q`hK?55TFxu(zhZsxF|zz0WYQ9t|IrWd9+0gHJvX|x-A
zhqqB^gk=V_M?$0&3R5YrV_Gs4e*v^En~owDA&j9Y_CZ#6?ZwX_o)^L)7CBg=d!*LA
z54(<MAP&9my6cGT3cHTLO8eoNK*~A=|7jOW1no11g~J}CX`_Ka(w8Kn`-20WKslJu
z&6voyx}|15D9ZS?aP6mEeNz3L#W|nbMGN{Zpi&f?Hv9K~oeiaKT~hn~=D~Q!&f1W?
zj{`$GA%-Ma-f*nMWK>jxXLkp!Ag^B83>bef6o?H`+d67(A9mq`J83Zw8}jq*wUmbe
zJS<E*|FDJE;SSOSW~WkH&FfL6@^6E7oE<ucY$Ib&JFUZ`K%UZ38~mt!V1T;d?1LM8
ztitfC10b9ZyORBnS~OzqT%7;WmYR`h4ov+lo6uX-+}2+6`+b@%3aBby2I@)}gzTgz
z2om#RFbmL$WPYbJ<t<R(|1iZYG#$vJHl|Bo9nP1g*@YdnN{<7IjRNb=j_tIzk8AQ;
ztza|KTHEmWbH2N^)-k`D=d#uYjQZ_qLz3K*HYC4Mn1wbZGqo#!$PGy%T+Kl0=qkJ)
z0I_aJT0vhH+K_~`0FgH~Bz0TRhNL_)-`J46ZVuEpHY84@zOf<s7O8J+NRBqA4att?
zup#NHE&s!(`K6YGIve}36MT2wl=Oi(U<S!On7%2w*^)LTe*;E6-XpDOQ*x~tZA!iZ
zjy_W;9g{FMvS&M?MVb!eaxof_oLa7&afOZ4GL5`!O`DPnl<`8Fk^wDfQ!*9e2XuEZ
zuI4RiQ*whsEwm{a)tojZwq~Yy7xXMQC4+#hM?$6oOuUcK97U3YP8t>#eS`>PXeU}4
zo06Z=fWFJnHzgl7qfJR%QvyNP!@Zl+rlgcrT;G(eZAzPx{Y^~qnayZZG6P6DUNX}Z
z<B}kX6Le!!(xb3waZ~iC=CCQLtNr@43E$itHYSy|R?iyo#?7@`>D5ycp0)n34N87}
zLPHyr>V)i#4a!%IOp*Pev_ZiK^cB7jK*`xYRBQilLteQ)Y*0qv<|O-H+MMM5Tdm8G
zhNx~V7Z)2)Q=j|CWK*vvd$IY(=0uBp>4$rraWAV@zDo*nf$1-mqty!5tpRK}8dTr@
z3O$6wb!7j<41M=ed?68y-N)ZAtJdr%P0@%xEAx<yW8$d%P9-L#zSic|0NX$y>8qj+
zy{m<$;}1oeb@x%#BBbLig*5B#<3&BgI=}`5xfTM#sOG$GP|V%ODWIud7~cqXADR4Y
zL+y{(%XyWCsq+hpG2XlZY&$9^ZDEbLqrNuf<Y3W&v9tVSJ@J&W(Y#$f+<!#!#J@!f
zXZ`q^x*~D}^DmC~BOPu)t>F%ue^sZuUn2i5E6p!g7xUd&C4T+3_zaoO+v0*dtHS@e
zE%NY_-4UgVz-N^^q8@%Wx+8kxXQw-2B7XL|BjWLM;2p6WKgZk=7mBcod`oTNEW$!O
z+lLes^opaIxwy6n@L=`*Pu0SnQ}h4&ZFy<dr-m5f!74Y3u1?*02b0#UrulugRmrK8
z+-rz0K*?6!qU5Y$D%H0t{iBr9NElvbrdy>nI|t^%#ell{y$*o&1#5%FRt|wtsM#Hf
zdLr2pU5c^_jaFC`BQ1(+tcq2XV%6#*z9@tnW>G3)QHroCHBw5~Lc|ZCWc#a{3GuKc
z^p|8nLF}ZImXQaSaBDlwaCcg4O|sZZvD)gTY_%m@VtO$Mcc?`%$f7vPsyI+7KCULd
zDF)$sTa>=DgdSj38l#l9RujdFL%64c&2X24Qtn<n3p7{!ZNS$TTN*bb(Xw1@TcKf7
zbWUN>R;H+@tLWRhs7)UYo~G<Q4A?XqqRZ-{_b^V0fQFkX`Yfmr*fdjgg{##|Qj{LK
zk_B{yDLcYdc1vNiBTUg2uA(0m7HwgQmU0#Cg`!>6vF06|lBG=997=~#$ASx+&4Hw-
z92^Wu`=tbH!ug_LQK2*&jH}Gd(yRlnG6(S!R++!?6IPk#p705)%uM`*Rpuam!YcDO
ze!?o#+zUQom6_?qy0pltqW41<qU(=8@*&fH#+B37<m{;;e)nPlEmpfq6f-4eyK)}k
z?_Nl&!>fpPWmrI^uC5YCOo_TxL^Mcn?<(TsGOPivt4GQJVu<)TenP~pz2Orgo`atd
z@e%xlh@aypMBKV8d_u%?@Dn0Ff}ara^Rlc9A6ij#C<o{}S9FOy4c|_d7;C$7Hkur-
zied%mR{AT@MR&X@aWhb4q4g|RiRPxn4p&Y^ld~dFc=<r&(*i|pAJ&OyRuB_?Sap7*
zf>`Cle8NVR2d{A1@ESjo67fUc=bYzjGN2Pz_#;Q&EK%Y>JyTxX_hDPgejtUVy2JUW
zpAh9)?ch2<*2}rhJLrdo=zu3ZK;)EXjrm9AgpV%^t@2AbWWjw{kLkZxbIX_`R~&i5
zd&6Ih@MVE~a(S`97b;rs@?s;ji{C|Dv8Tp~t8IDtv}?ZXL(bpx6<q>Yig%J1xbLOU
z{$k~Ydj(dljs{-zgOocsJ{OZ)Li8SH11nJMsa8Wo<S_0hMpa-{Jn(k=IdS|iRv|69
z0$ah}{;@0w>eVt)EsbN#ATc}#jXu&J1eeVf2*o;OdwPScOhZsPF}EVy(D2*RNP;`d
zu?w7TGx13Qf_Dogbywawvc!$?5?w2?U_QO97z>|OqC5-PuZmct{lC1$j!LYve;66E
zV@G5}DLWTS7l;vEnI8`+E&MA(UnG|jZ&hYhDkoDcNij4oq)v*`so^Q?m03q#-dmgj
zm3N+$GJKODhQ9#tDEEsA32tTeA&_NJAP1l@-&E*ZM)at{TJdG2L~Ion;n4uZ&k44l
z2Ndy!uVPUFtJrycCQL1S^vU5C`8VVQza~T$hfhd9{Th15l6pTQ4_s`b{8B%^3*8~6
zHss|+$^l*^$guG&A~vfy%FYC3u=NbT4=ODdRb@W>Kyk|z+DdBpmQ?bQ#S6s#tt>z!
z_u(bQtE#M&d-gw_HMYc0Z0f^Hiv~fgRMEtLU=*DctAdzsyZ#Uf)+)jVc<(r8;)z1g
z8Mw8P{Tw^_j`J?a^nf3yhp%JctGZw-<taW1V*VZY8y4O{3t6YZLZY&;(zM`XS~v`e
z5aa%2b%j?jTT*!z8cJ~K>f(3hF#ET-*cZ&&`?n(zIShgn?`$zObgC8;6|1rC?<_55
zjsv}0JC`uVfj`>7l55;??Qc=g$Hv{_hQfoAX$PvYZ@B-bAO|zx3eK$z9a?n{v9t!O
z$u|@gduy<k)!mC2-oxo3r4t^8C4mNFPeq9R8=1cds>vq%&nrqcuesPPT10HC2{spc
zh>JB@g(~jurp;?O6i$E>HLOKZ;a-ca;!$_S+FDRWvpmH4S}eGJ44(8}hdZD0q<0Wx
z%NgfpbYutksyZ^(Bh9}yYtQ%rH!+|N``r8Ug4YE!BxnVBm!%b}%V2wvd{=naW4rk!
zCXUr(!Hu)fLyJ-_9@f5mjpG$w?G5vefS(FmausfmWd^}N&U!CJnfh!Nk9{SU)n}bO
zZU4U35u9=p-`9sH^>Xft@CK}1Wyg!xurwaYM+ZY)9Xxy?HZ@>l-F;raPAlG!`Enj~
zFRf}QYr*_e!60-`8l*DY=$;PG#iYh8h#!3+RyJl!y9Yf6oBLdCM*RbdbP+~-!~IXe
zyILdDFx%13kxvsg9DT%|8YqJ6GG7thgr)JQduer=vc}AR?=$kB>EgfjKVoV#R*fHg
zDw3M9k=>)v|2<d#^Z#`5f9WsNe<u20LHNl32=rn2&#uTk#favtt=|g33?rJ>)Z}||
z(gge^p0sEFe9E8VLUT4fco(=STm@VFjjqXb+o$6F7VK1ex1Z@0%v>hFLm5?*;qNlw
zvaLV%H3*TLl7s&eQ7vKYE&G3Kly=qd{7Zb*l6B|h{}%tWWOX{;cuWRuRR7^w8IaCR
z#|wJX$r(sbL_A$7z_Yq=&R^`vw-9lj$B{vI#qd_l-?!->E~uKJkx^oID^^i#Z^g#?
zRYD6YS=UvvcIL}u6+9MgTeGUR;b=o9rYVZkf}t-ColK^m!PGHVH<`~dSQpJ=Ci6#w
zsV`E2`9=r%8AWQx69dTZKgHwLaFv(xvuM_a)%87(##9`k&}%qW28gol;4<s0-$g<j
z*3GZKMWmM!x%;~ewbk!}w`K49InaYLGhWHOt7LXP5{YfuB;WcLndM66u*h!@uF5<T
z_1ZzkHa#-X8{q3=cgid_qByL}?&SYac>cSg@EWq=x=y$I4~4V3LUVY~>J5!j|Dhpt
z4Tp0>zIfe^wc}CuMZ5N_uHOkc`mmcba#WOWKa|<po+pypLq>aBWL_zm8+lSDG*6W5
z02$3h7b>F_@5_$qsbseNCf0Rell?+0GOd)%zTe1>t>|y0ua67-a{;cINCJVvQ#tsd
zk-C}`qBYl}{zD-@&rtXq@??4#fCH)Ne`sWy8mC+|P=Wu4!b(#?dnAr^V@*YyFjkU3
zyDz$hvDSWHB4(ASM3sc*xiXn6oMLYn8}D1zBC}7)Y!s{u486a872P_q$-XnujWUz1
zL>P(K2L4JcJ(Zho7f$7`AW%4!({nK$v?|V~2&}0*^dAbHO@;0*3N<h@_W#f*YijuA
z;V5iU+6L>Kd~P=J7jdF9jK_A6Qa!HPzsPZP_JK@K)d!+t7Z&Ze5e=!>yDOPGN+#wP
zk=}&``40GsxlJ$mM?{(WS-DNY%O7RDJv)oXUDy!6+fGw`oKm0gi*#}PzL?XMRTUe$
zvFh*BGNz}o>Mw65ZTABsX(?#bMdA1RZz{|+6>LsXF`P~1&R@jJaJJ7c4_PXxEQRW$
zpCzix_r#=bEHt>+&u^N%4sKM({qz9GTYDb%K)me67WB;glDXwgfx<BxX16RH#p6A`
zLh7J+kI(V5FaEL!O@43rP>*vi#HrH)9>@+TdQajQc31q=oiz&n@$Q>A#sM~kWAZPe
zK?G~f*F6y9B3P_ndxWUmL@Sf$a-_+i91+-qRSn*k^QOtR_Y9L^_r>5IER@4gSkZ$m
z<y|g`@^7)(eCVCDm2a{8tV1$hWITaq;VjpF{KwY?iSP`22y{&NlKV5tK(OI-ffw-;
zcw=zxOauP69FfwCoes!B8ztZwIg5>goA5`9`Y!Sp+j_I3erIo+kre+`Ca2#m8OiRO
z;*+=8xZo$CQFwMO03^!U;@cvi59{yu4M5P7(n^`?ep8y-bR%s;AJ&uEf>H0k_Xj&}
z82UKj=3gm1%THf_6Gvabrf>`(NI1)}`_aVhZ}F2d(poa>Teu%t%;|HYscEkGk79LS
z_O4%-TL!F*aVo4UKgh6Z{*YGw9afX^O(`N}5NrqDeV4@tm;C-soNIqDaIU{077d2o
zoqs=8wfF}Z^rBOTMfL#J%I|A{q^EGF^3~yg(pS=VVtYT<D!A1D-n1^jqY8Axb@93%
z!2SUpsv+uBrbd1zO{HHGG5uKxZ@yP-@6Yz|WnYPR2e8(`L$AGQ+WDPf`qB5|s{wHE
zpZ&c!KY(@c3qr5TMW|Dboju=57w+GRmhS=DIp4l%(!(@a@_Ui^9y{Q7A4$s8Y-K9?
zsx;-u7Sji^vAp3`@#8@DEw8%^bDa{r{K}iA%U?CnR=9>~Zpm}L73qUvk@Nv1x{Jfg
z#pcV>#XpzQx(;DsjQ9IO_T$E(?9<?{FTUxZ!)3!kmu%UOQ--msykxdW9LCym&mH2@
zF!q_>ag<X5x#h~-^u8dyZ9AW~b~vlXf<w>0>EP%E!@==O;>P=|qWiW>uf^R-%tuW8
zi<K%y)BX2zqEZx`J$|xP^o(NFgL1(VF4pQru)uTBq!)B(Gj!p+_#}$e;MKQ^Ls6_Y
zuX|49M6tF(?F}t5`r%n!i<(u>i?$=!1-|-%DE<Lk&SyKs>JM0-ppQ_De9_F>c}CZw
z=Ag4_Y$VKd-s_xrdlc+{*PIr!MzQWe>rsx>$oj=ox*9bXoDn~bV$=L?IDoA37OC<!
z`jpJu(UW4~Xc)FFH;JvI;Y_E&De=>2HZeH)<eO=%e;U0JqQ(v}ehduT@($7IN66x*
zV_0QA?ReVZF-&mY<CN$-p1scpW?@b$ic8~JP|(EVE?75Yx?t^nTzF1^Ey#frCf4N&
zYgnelDl){@3G6msc3i|xWW9OqqvG3%tY+E#W2E!GTA}u5iV~C9gzhteTzH9P=v9VL
zRN*m?JGxpFbYpIrB7G9Xc05bmn8cd%^O?eXGP~e2I+nRjYXM{98C)|IhyOi>h~Fo(
zlYH}H@pv+;ATEB$#`}aUE-aNRZckx>;)5w{9*a$b@9#2REDa9;s)~1}vQK!e!{X<u
ztZmu3X^0d@ANA$G2SuZ4Y%TASE*#TX9ou1Kt9NdX9)>_i>aEvDkfYv=*7u`v7V!iW
zS8t2Ko2gJ0fS{7nH(h#FmOn5#Es-N%GHnGfnRa>!y&iUl6%k9Pv-SL=BWWQsU^eiu
z{o<`za7^jBUo4mfr!IpIiT$&fuh+d)L?z!5esDkx`iRx=%sgQDU2{kj{fLEx-Z@BK
zXomfng6!ku6yuSP2@kUv8leoeF%6YDlotOHgJ=I<9S|F5vzp~b??WqaVjM4jec*IT
z+W%&=ij23~EB=_n5(7@bD0A*dU-qmS__XzI%t`du;<LG|pVy1Mz)-Y|6!CH{O!XOG
zi<<LTmFnAorv{i*8cB$0g0%V?^x%aj;q?Kll(u9ZTg~|ids@Ikc7TTm<-;XJZMc?_
zmk<s_u=5LYMCU4%_Q3b}-iPVX2A=|up>O}v6!~(OD7%PND{tQgG&!ILgO;;7w6)LY
z`HIRhFrwxyVnN|i=q=RM+l?KjsouN))7$quO_7^llDBe)5P|d-4_eMKUyAaJ+3GSk
z<V=-!0=9o44lage`}#KV$6^?&Il#>GNWYIV_(&@rdO?b%aN;&NQVZXcH*!pw$5~^_
zGz?Fi)gWfU3bz@>(sQNWpZ}>hQ0diE!Y`$;$8T>qf!~^U)|1k)3--9psc<A26Eet1
zh$rYc&utUOV_A(F)hNgPcf-@!SukYQsnqY5`J$n*?+a0C39D8v9(znCBMP*fZNCs5
zm#|@dCPCt27JLUGnCCBuN=`{-@Yn5>U7CM+U|hf9L4=#=O<LZ!Q{*jSVc|c~@Q`P~
z@%9K<>Ws6d56F~pXgd;=bEEL?Mm)V8li`OsfgwG3tBAJ4A>vSJDiW7Vd8a6&iW0fI
zO`NmC?5*;fcxh)9nqAw9D2-ogIVGE<2?p)pICn8VYbrgVljB=OkEN_)qw1f7W_;3Y
z=|pPKLj$*vA>Sl2-1>hmw54p4El9!mJQ)n{k*8aznh~NH%aNg37&R4R3Nq$e7<Ck5
z05V2c81)sSJu)IJj7Gl&%RE&_P9qDaiBc(*EH*D=P5FTB;=5(6ao6UG{tbkbar#~-
z%JOAMO2!t|I1Y`jald0?ibA(^jeCG!^MD$68^874EXuBA{;jWrOSpoMdLvtpWwwX`
z@=>xGgL2S(vPFEl9PYI>-YkwRXEmDW-FRXXnWL=B!J_UN4uW~0l8^c~lZAI2^R;PP
zfGo$`IFx|0V^+l-fK4x>I*!#Anm!udHjRWBMs$S{7KIpv{t*O2hVk_a-AZc^R8Vej
z6-VP(C%+t=u3L=h+6uDn{AiQ#`IznK(g&TYtxut8@!e)*8Pno_U^sUJOpExWb_l?j
z9OC82tXJhM%4`zBC^RX;H{+zJB4Xp2Pg|K{dK2VoK5QH<9$He?jmc75Hub=AH;b$B
ztY)KC>j74LQuG^L9kGG%qP#INmaG>wSFl)PVm$o}f;ev(n)<}Jjg0*khCVS)BZGcK
zMa?;VV(dW%o~)?kXXq0{L&g{j!<ZOzk<;74(I>`;&qR*|)|ao`EH)%qCdQu-t1&T(
zLI)TV<2iJWniw5`t|mqZe3cU;?o&B2yfIt<H8E<*Y(=TDw2tJA&aSgjj93X1WBjLL
z(Mnd!m>AF2kvZxUmx=L-YiD_{mlNY0dXW=j6H2&Dj2|H#g(t>Y3r+9&C8m)<h7ldO
zuqec+U_wBF42wFSuu`5=KtzEkzez0pgw^x+hC8ZMKjD(4bcDJMx_F()x(rVa3|%LF
z|AbX9m;D#4XL$Qk-2xpWMD;|tB<s9U3`}Ihj8_l7St~LVS%YBtl9R)EU@iEI56@S(
zYoDpLW7s<3xr#NfJrL#}Jq*0A%%QNdvH1+{H28x2I`or4RUVd>u(e{sD%Q&D3}sxt
z!q;Y<NI_bRh4z;a|Eyw7yuvKB146V|&7!=%6#zv2?rk?AwykEZYOjzqx<GV;@3{_m
zDckT4?~l+T{9uhJqCp)?T_aj*tTUgoM$FS#J>GeZ*r~DiE8W#7#Iv{v+LP2xJ!-WS
zB4iD#)4CESLA@rC2omT5;`PScD(Sr-1#m^v2iJcUxJptDP1x74Dg3Y1;-58e_J3^+
zsLBB}8zaO4B$IK(<P3M^Y&JPv4NeL{H92(+4y9tE$?-NgSrK(1zP`Xx!&G`c6^Tir
ztJGg0gNbmNIu5SrvktNHVIV&d**I+A(Z@m~=*Llt6`K`=c$TlC#NY_4jqTa1M7gz)
z_U)PoU(4$9Izmic%W4`U?M9;bd@b`a+D8*b##+|Z7<ro#$sUfpAb_BcyzZ+-h+v&+
z?vx`>jfl0_D+&EmFrmh<3)WtXzL~H!frIeUUL9AXi2QvG_cbC-ux>nWl_<c^t*b=$
zbu5gJSS8}tu^I2?f$u!{Lp*Yq@CpYAJU0vNWaC1M!o{D2fSY~vs4ZR4Y$yRq!N+VN
z0Xr}NWn#i=5&0=NdM8n=`;@&qv9dIYcw;iw;m`qvouoi-6Ix6jg?D&S3?<HdV#e?>
z<U98%Ex<CUa}*%uATeXTve_?Dgl4hwV!~&Tf@v1@7OTXP&)9h0HbFf8j5P^#tOV04
z7U<E8jmp536{78WxFOwgg-Bh`n)wG~H_M;GNXhtI3GG=ao*ZZ812+{TtTaB)ClFRj
z#mY}a{S7b!HUdo_ek3#$5y|1#7!8|KVj8MTj=w8spvifK88dY{n4F&t4gsi692<@E
zbFQqCz|t`#Vv^5cCZuN?gQopED-6yO!w7ZEY2fHaD6l191l~U&U9!3rBs#l@e1IY?
zqzHjrght?A2rdg`B-&z?BpR(0@f+c}sy{ywUu<M;{cBQ(_P+`WIT=pX8T(g==NnmN
zuW#c4Z9@1}jA?CxsJ@9c@;`{NB`AeFr4Y74OxOepBP<Fv5=7D_cB|n!Oq{OpNGXJX
zU|s{5l<?>k43+w7q3yL?Y}(A4d-;BBI=&Gv?rvrw^@5(jb=%Ie`Y!h|SaL=$2RYqH
zsXRFe<}DLb&oDnPH0-5l?=2JWCc_ev7blLNflJh&jIxSTav4m5MdTl|mV>djhy!%$
z$pi}iZ^R=z^gLu#CYVG^6&5{jif(ol%>l5=s*lX+W>a>?3URbL4@&FyIeVM&BFn_u
zEpVRq)-n;al~oG;ap~&<SsEj0EmaF<IFMm+!xZ468KkPl@MU7sR#vNW|0R?id{C-(
zA(8Z@B4sOUTEz|)&Yeuue_pQ@{C>?@$if}WLWwxRwy~<i58KHM(7_C4h@Q7<OwMJ(
zwxftr8xIN9e?x~-v>cdvHpy^zkWksI6ekvLW7XOfN2qc1b5rqQ&EW1_>l4!}9Erj%
z&o#O{0J_YX5ld+B$t@}pmt)0`+u*?y7&@=FvGyhP%Z|~DMfi5sf*)HV7Ho%F9ky8P
z+772J1D1-r7vRY3_w8&VzhW0dcCfllbft=mD2`+dzYjRlx6wrCfS%<b_<5;F+ri%9
z?eavaFIeTkFl4F0b6_!j&qf<N7mLncu<8b=HZdal3)W!b1t~-6>4@L;F{}gm%?8fH
zE#s^LNa;x=)5TFuqWKE5Pjj9O{*FONj%I%?qDOFF`J-IbcCtnMmxW^cPRQ5R7~$9n
zPZYW>62I+afhE>p55%4d7$W-i;DMsnmn_IAtaTQOzF)E!BaFv3aqCOgqh=U%2wc0V
zwdQ*Ys!#<T5u+;Tuw76-Y!H?%-er;aXcrW;dNz@XpFb}Y#dbpl{d}S5u^TFAy@e35
zQ9;{N&lIYlXF-H2iAx1NYN?<P7LY?)KX=)L_a1PxdVv_Y2P)_=xIhMN*9z(+g~Ao|
zM@t1QDoxVzdL96{RL~NpO|ycoSs*KD-LD`8U(YvFFl(Xc`V~~rd2_|Sub_e!L!OEy
zJ}khfpjYOJf4^cMmh7OfX7j}Ky--O<=<!1j7?t$lJXuL6SSo4BdE}Ia@#XpA;a;eu
zKg~5q6a}*Zy~}Yk6%CtJ>uV5IocCNg>r762SI$C{6Jl@(z$oI#N?O8|^%k)7QBHkU
z!o+kN^KN3QYT7?#aAI)Md0324V5cB@mrDBcoWhlK3yN4P>2VNosiY}LP&I+Vm@-fF
zOo2+;bb%O~0+n<Ob!?$Z`ecqck^+UX9B9M9r(*K`TyZ}ID(T<UDTOL&%p6g7KPY@Y
z+f*1mH?9AE=FS?XV9bR}X<Lv~r4+}EK1RBJB$j>+rL@6ErlBXZ#ksFp)jnCcuExSU
zzw*GCO6iK3AcxBk8qrH>+N{?Fj_~VH9o_P}$1b?;Mq4u}qnB1~mS~v@H<3!s7VoDr
zf16%d-vZsjg>?YX^dwR)d@)Qp=6=HznX6d6!lJ)nAW}5bRn*NYS{8>urYXB-jx4M-
z53mTv>&_6-2U!B2I8ziHWcA7npN>Z9@T@5$0G|=ADEb|OSFnDWA?$~setb0@CH;q~
zl6z^YL@6t7C^}0=QtOjYuY&%7yq+-f8iVy}K5~uv3=bK;X<*J&(KrnrAat80-b!PO
z`J`#$avGGZPo|20)1YK|%#bCk<6-tepko@?Q!8$254c!H+kj%qbn(q$*0Rb!(U4;G
z19~)0e*uEZ+s8A6_YpQEs4|h@57A=vredCls8j)aKU%~eVQ+hVVxhT5i(ikh%60Bf
zF^t7g>Wpiq^Co8sa76G+*fY>?L3T@Lb{_ecxRee@C>tk<N9j<0hI}Z>d;>RS+k7ZO
zzhS-=LOuk;7)nAU{16cSo&e!0{h=8C4STPCQ(()1BU2fHAy+9xgsT_0YWYyy{RW=i
z{%f-M=NneH#B7X$9`C2R*5xQ`Xw<cW31Z$+7Q-ihC|(_9eRxWqc>5T<!Pk6}ICu;y
z#iNPh)iE}z=(340l#7dmb#NmtCWF0Kqbv~2+C<n3@9y?a6fZMakk`ctlv!HM5+{ke
znXFr}*+9#E?k+Zd3eO{~%w#S7yG%x@Lbd4f1o2}g3u^XoJei=iECr!>;~|9_1CJ*e
znr6kBI{_<Bkk>kk=Fo{^corM)eRZ5Vpnx31&$vtwKV-3H{HJlk^EmWJy9uJ<aZ9PG
zK2Gd74yC3c_@z>7Ej35RVW|o7`e7^qq~W%Hyr_Bt%F8aK$?4h$b<LGK(d0CD<;*fU
z6%7tq9cprzE2lGX^d*Io%rNFSSzf-!<eQ%TO)EzYP7J2u)fm$X<@qRN$)#r8DlG9C
zN?1$A5tPt3Uro{KPKyqOF&1@H5y?i0k|EHOGE4O)h$$yo`_4nD&kEI%U%?WjKL@79
zS#_2FA^v$FHD!wvTb7rLW5w?$Sx^5f;L9i$`bKT=7!i32%FDdb$dn2l$EM9Y#Y(Y;
zi!nWg%Zn#S8s(+9QC|E;;ZDs@oIlN~dKHW`t(_b#o}OkQ@5SI+xB>pam8HfE{s81;
zjVYd?L$af?y#A#Ld>Y#3F(B5O;u-DKh0maoxU~x`sn?$7BSq2~*w%eH3b%EEw)X!Y
z-K$pT`abk15DOQnvp~~3iHg*+QGif((ojsaS)?|)inf72*Ja8!c9osxD(i4IHbsk$
zkwxl&gT2N0XHjd<!J7s@jG)R>A~uWiGB!%2o@3R#Qr|}iRI-+jfQ#!9tdb}=2al<>
z9w8c^hl<6bNKeF^XT=5t50`-DvPp)#kVN$=2m9!*(MMFTvWEdzO4I%-2ip*_#lWRu
z;-~Xauljv}^(sjCU0~CA%5d@V1t?nAhKaNbP_%kPVbPk;OT91NzX&fJrM@pdx(M~D
z4cK$3Pj$$_b({^Cqp&`e7daPUF^0WW<4dr&3PiYSoUa^8-)ZVB9xBFNV(;|di~5RR
z4fuK8EFDx93Dybch8ARBZl^>V1?<5PgA@P0D07+3;NE`;I~;+FzIWjTh>r)!^YBsh
z=_~%tffTe*MDIa(NM6Cy9slklrV36w{}fSISU>ms!>E(|#GsSBthjvzE|t0tL{kCs
z-R~*`Mg44eb0I%ZL}o+cUgn9p_*vqi*p>|&wBU!rfuAiNir?_F`$OS*6+Zhu6roq)
zo$>w;#oJe5!CjB|>F<ccW+3XJJPWBgh>}A~+Mc)Z4z1j<e`pG48QYBK14%fC7DP~t
zSzvdY;R7mJ8F)mE<Q@GXpTR&%#8xX%fD`PpC}PW?^J}2Sf{gB`nCZtnRb6fIvzGiU
zbt5C$#@T2`uo1gpdD&UT9O2910Kh1BhXzxWxM|BVq&tDZ@<5?5!@*+aI8bqx8X|1p
zvR1an?-3vxH8te-EQDV{eow~lp7J||#qc})X5>lqOOu@p|2DuJOF5|XCAiI-V;ODh
zkTA|dScU|f8jxgU7E-FKx4fSB!&h^D)(0pVwOhOp;u#h~7P=j2AtWQ=9Sea1=mZ2c
z$R7-P?E$?pI$u=rV1XgUD^e=&pjvGj8|p>%e6_-+4iHbT!Ry}N$xbA}buu^f{YStL
zqwEgl|D{qIi~d}zlX65MEw|X}WwDiLwN*lm*otIJXy3ux?d>dzZWhI^R>feYc%{F%
z^&Pz3o)1X{bcFT*8I#|ikpYFgg;I*`FKYb{!rf+38fQ`3V^!*|lv)xjmtuUK{vNQL
zTLUe&DuJzBjz{cf(P#yHy~_#Z)BboYA{V8L=+Kn)EG&BweM`~LT}AJ`TgdF^rsynJ
z(X_&%BWIbiJzZs26qfC2iUzrgjwmb|WQzVhAZ`2i`11Mje&WV;*2AZ-O6IdZc=tT~
za0aY<&2O*<K6b@8tTSL?oOuIYzJ>+yAb!Gv_&0vSg4p~fe8Pe_^CrHA{*InHnkN0>
z^+=VeGp?MrCTGt(;`f{Q8oH}QF;il;E9a5<D{RBx5$$fVHvH?pV)iXIllSZ`9^Zmz
z`{wr%UO%#$p8fh5T{WmLKG%4JZ;DKN`6HXo{DU6hdg?K_Ml~oG9`E8uoJYSJV(D$>
z<a6Iji@w7Wn7=o?K>Egg*%sYp9rC76-wN<D>wk&e>n6pH(x-2Ehnu>AYrON?G(x1^
zg-iZvB%!KNFDWh>oZ_V_s3X>s-60UXf2Q`psoh1(d$2{m7cR?K%su!ClcV8c<vsQ`
z-_sR|zM|>_R*bK-HnNrJMn41R9mS!>8pR<UKZ{Plz;1XxjmOh)GX0D|INTsDBI-Br
zaqMSSqI@+FA%;gXt=A5xcQ<kKXV!yf!%wZ;hu4l;_7EfQvly@cg@dFjfX};%C-<3;
z=l!lmC&fjGvcIqZcSt9i4-j3U<$1Iea~o5p-*J4GBTJ0`g?(CLE#?FMqR9|3;y1Wj
z0o2Wk;VtxGClkfmpII%j=mC4c%XY&fc0YkH5At^1(pLV;YLw=`v=Vp!1lyPXWaW74
z=4sGa>CWpk6;q$GX#TX3$xZWo#+Jboke9^T7p$)5^(N$W+>lN~I}Jm}{^I@%)~MJr
zm@dw+`e}jxvJs4XHZ%+r7oT|Z;%VDovggJ5i&`StgU{#lYo%2w%Kv4&Pq3(1oX_R(
z<1L~%-|jm<#K=S6>i8APTZrgef(I9=Sydj4_@^b5fEU?(^Mei1)77MC<!a)mlDuY#
zq{`5y-(|lV$NbYmO7UTwi-&28J^5JXdj+|2?b=pFD!!~NUV8zIpbB^&prS}B!+W|P
zuB@(@%6!R-9rEU5IfrNg?pq?Y91rCO0}*pQ;qAlc`Zla!7<CVnMu${D;FU_`!4Gsg
zub0=+-||89Tl@|Aj{>Cp6@Nq@>~*vr$anVvq8Y+eUmijsto6qbzCo@GArTB?nw&nO
zTm=ZBbeXi375FZ99_5|ZrZPXoEA8||3A}WstJ~@SGZv(ko@u3n_}(J?cJVa0?X!>h
z_AY7|u2xJMo(q3VqbB#`;C@|A{=~PDhapmgq+z$=AvV?Gfjq}8Exi_h;f}dJRF8LJ
ze#Z-5=|I=INqfH+yb_)b_+(z?-?aG+_)3P-r5o`s%y;}tL%PE&{0jH`UW!qnd`gMa
zPoa(HCt8%Pl1Od<f9B&(D*R5urN+F!_^=8uBN~k3CB%!$e0y5!Cj2V%-TTZi7W-Tp
zyY);|ZN^&_@AMZLgNarSZc4m&oO_EY2jI_z#5LpJxc7VZ3U@PpqEAP7hIv$Tp2U1J
z|2Ax``A6D%_&3_BB<i;0l}f(zL>iQTr^ZjTE6M}X7PjQxMfv&Mw8Zv2#NF59p<&}D
zeT6?1{7~As9|kto{c6~V?8N=GMvE(^wd=&aigK?U0VYDz=6B}<i|`qDMCsuW{^Op!
zGGB2w&8rum>CvG1EyH@rAMvZh`2mvR>G}XVp6=?~FT>Ay{q}uYN?)E|g6$NghQmD;
zFytxD4&mNB>#Ddpgb(2(uZWgI`JDz^t{6r?%9cj2AW8o18vO*oSrf+Vdly8PVcfwx
zTuK9U>!?$AypNrF<$_^k+eK;Q<puFNicjJ79BETV@NY=C{zw$=an=y7a!v}*IxCip
z;!{d)KM8Fd0mDSFJFhGPNAo5)blx5f1I@S28AI_keT8>p&xmbf_=hEz9(Pr2J(iE>
zhcabOzZ=UhGk)k;+P3j9fceeiB5NY==erI5mZ6$pb5I@9c{NMioy~nc>-)k}vHg!q
zn<98B4-l10!!6U;Nqjy0z+{F9ngRy89y1J7$dCr69wP%@v&(^jzYj|TLxfjP=*-ho
zcmS_=Ox&5mTl*w`^QvIUtr_K<%gBhsx$m&37tNa#JB*9$j&H=MXkNG6XJ|qGNgpTT
zYjap6NAvP^*Bk=6>~^42xA#RmxE%yB59v4z7I4vbHFSSgGWSS(70t`I^P`8?&WE47
z_~6K^g0<D*1Uh^MuTjj2PIJE&Q)lo+zGu?VDXk;x$v^z+N}8y+fHx4$X7chpGF1#;
z!0U@yGx>A=9F%793H;b0@nj(nPJ2Cz&t|;ZK}>OD@#SnD;`=bwuy_0beueGO0ZdaM
z-?&e};P8`&w^2`6QBh?Me}`Y+n>K9@U%~nL6a?!Yz5kU+*#L1&8O1z`c<oWp2hG=^
z|8JMD&j;vV?=xI2OOdYb>_h0Cc)Q(cfVu|bzwAQ9HO20Qyet25ZyLbv%-nz3`ARH&
z2`fUc7(T7Ri`|BuE8q<w*TPTw(?`Z%Lpll<0Zw?Px?>!#npScV-^}>F9cjB4^RY!6
z?AU5pn72(@xP~NG3lCqwTphAG4J@o;?z1;im{rsM_?Rze{Pt&Z`0iQ3KVm$5y;zpa
zYlyd2@)7*eCd#(Bypq4<n?4m6Kj9Vm{*6cs#AKEezKOgx-~FlRn8@3fdwT<VhUemr
z=fDAl!})rHSdqw+%WYWiO7FEHt-~tr&V4`n6d}_P==B+XbvU<uDh6o09WR<BiVGg<
zzGTfS?W(;B{>n))@lfMYeEvG|_8RVABm|VjlRxpt6qazWwd;6iad{1I=aV5^y?wY2
zE!0Wtmc*wpU-z|!%j@(Neg%E4IKLKLu3jZwdats$j1u6oc#?FvFUjii&^oyM@NKu+
zFj!WTF^pd=R(%F#?nwgnSpa1!?b>I2DdUY+rVZHuILf_V>56jiC*sGAd|t~DNS7&T
z@rg9Il0@;ZVHqc-$2I6szmI`WtJwb$cQ0^JmHXoV7c;X^f$|cWD4H0lD0wBXRAN|a
zXj)`m$i&Ff$kfPE$&n)SLZ(K3y^xBLd10Fxd5cPoyhWx)rp8twGBq+Za;w42@AI8m
z2KwKfz0Y~=^FO>^`hM24p8I;%W!9{j;VSLqIF4g$m)b&YGv~;`rM9+gfok1oxy%-B
zFP~8<<Lw+@UR-9okuS4N(@nj*-sIVTHpQWvpjDcT$h4)Jjv1AFYfZluZ0ql)*lv-A
zD{OV@E!9e^ZR7s4H%G3pMLTQ_UYCoj*<IJIw0(QWov&%rJsZ|<x&}FgXq0zaUOn1(
zep^o=(>AYvpIyY3_3CB{@bS50N6Md>7rf%ld`_dT&Fox4=7}#?+p+IiYkSe&VQRH~
z*gh_~Qg-a;QtQH6+e^0NQ#L1N>v5xGs+{_pt%*I=S@~Ac<ocT%ud|Kxu?0<)ln-nl
zI9k5UR`z_gj{7aX_$GF}tw+6xWNkpz)GkTZF^Z65>um>bzG2Fr4KDTsIf71+?HiZ^
zJ0}XgYqt5y2F`^x`y~1G16$+GNjbLKHruxoJxjt;plsS?>uuZjg7-Ky(Yu|b`)0Q1
z<rg-`Z?-M)v1KO7<t?_cw)RPzM{l)7_}tNG!k_h)d4ju7_g1eRs9)b_pbk9i8K})C
zx7jxP*yfFu4?eLa*&2<N_?^s~@K0<hwkgkgBh6?3jO2pmQ`=(O`(wR_fxypfGi(*l
zZeIGC?E#zZp3&a)d!N?ycgxqG+iLZBb^Bo5*j=CU441yX8lcNzRm;6~IjCy6i!Rry
zT5hS!mq*F@owl|<EoERHr?hUL+X6VV6Rz*zRp0Lt|2Y$UOM<m=^$REM^Sw)fB$#_q
z4t{RC)js%Y0>3<4fW1Rif&&+&eI5xeJz<rg349Md!F>N*rsdgg4(=RcJktA(J9^{8
zF=0Qp|GxK*N;|*SS@ZN`BR6lzv%TjN7&YOk7oL4`Y|=xqt(qE-$4_{wyPqLrcG>Q`
ziEz`qnzpQ#AWYWou?5+>`-#tP_N1G4+ahix)g5;~^<+~2_-CJN87BR9+xp1D-L|`W
zUb`Z^squVLLbq;7&prNp(uC1tpK9r;%#*cGLd&qQ@TToZqYd~oPJY>K8(90#sHz$o
z$%s9+{<40Lt%bJaW<T0#_!+fc_Ve3(YLBg%P0IG!wm3hR9-MOwqhq?)9~XE{y>7Y8
zTK?A3|7~x&)t2{L`L5=l@WPWueB$#@8ZRU!QoQl_5^wrvuGMK=7xDk|GCvjcf7O7L
z#f%8`|Hm3|zcsX<Xu;LWU1lv`jjyiOZ&Z)??<_xj?Y8`%bi`Bt|0JWf^FNT!+2cP_
z&=c1U`Go71|8kBw|HTki{<{VJMLEs>BK~TFhF%R^^~nFQ!d}<qi(S0=%Gb6|KF+$E
zyhD83=Koz={PTL8#{YK3|8@CH@c%l&|MGg>!T!??xa*$}^*^o0vx7hUFEWh&7wi93
z2b_PM|5nfb{q}VU)>_LuHf`Sbjcuxrv-ctI?A)L4b<9Dpw|;f)@@#8)oaIW(=>6Vw
z#g@~)_AWO$;5FCsYPn-ajUGEXX_67&-_Sp&@$h%vgpdE9$X5Elso1JlXUX*q820VI
zHzJe%&2-(ZkuA9{{YsWSvoz0I@t^Yke}7YY>i_?Y!1W{Y?=JiNn-%Xqe07Aa)8M~b
z!GAa1UDpkH%yr9;JO9lVUtjTyfA-*NPyTx@v+_HyFZi#PAN(Iyc<XgNZeuM!^W>z&
zC&xY|pB=SzbuRnO+xiXV|GR$l&+Bm-|JxP+*X6Sl{MQNom)Gk~_@8dTm;ZdI|7ks*
zgFw;0$ncMUvHo9m;D*1RTes4GE*7p!(A8Rguw3RB+Ai9f{<3-2-?>NOY}_i!lVNGt
zwXU_6w_281?z+wfcX;#tm94K^ztvi{bQ)Q0y#@T0{jOX8thIdA79G6#+gtXve8Tb_
zOQ+@Tj^6ZMBMqbdo!*G<ma&%4TK>)QZOb*Cyy@3;lA$MUqgvh3)w?{eo7at&-&j6l
zt?%AV&YrYQZ}s_I-gJ?XUN=}ax8i@b{OT@QTtxc(9^Q1(_juiE*~W^$WO=xU^ewiH
zZ8iB`Z@T_Hy*_4n$a1B%KJ{KLKUiGFwui#%-sercFWT!py{tkk@3Pi6l7m0kZj+23
zYyqun_V%V(aKG0NEh{YBS?g=}j*{8MwvbMv5}%7tYU7!1#*{wZOb*MYmZK~)Enn>;
ztx9ZdoX)=9^fN7&T7GDG+;W^{`UBqdi(;&L`gwiM@+Zr+mSO$9>mRfnJ+^7z=bszf
zt=pjZ#223Iw)wjfTa?`y^OiT&3zi>S`lNf~qb%23{%$$_ZSVRiFB?;grrnwvFMCH}
z>>_XcPD{VV-sOiZ(=Fqcc;fwycfA2)#}Zj_+BUpfn{01}S1k8g*87_`KGrgLop<>O
z%anD}?ToEcw?UtI<6pAeZdr4?H-4;Trybtqmo1m<*u3V9ZE1~0?Jo87bS3YgH^GgE
zyha>~dh4Li?e^uDdSZRaJa21ZA6IRmQ5lbn=-=EtudTlD+U`?N&PH?p;a&DE@s>Ew
za_U0w`UBSb1wVM#pR~-F@2$DcHI?!0<oXvI;!V8NGB3m`%<4v<>0LkEGS&31A7@oI
zz-r`T%W<c?m9@KEt(zmNEi}^aMb|(5l63vMVrkXfUB7u<|MY9v^>3&p>pja?|C?s=
zQFZ>BS}pO8Wn(#6ZX4WXfE7tIuBP{RHPd=)J!5jsdYM<xx4umO-Bzzb*<U3Y__i4+
zdB5`pU(-u+>~~uezX4V$%P$G1l1??JS<5o8lX<f|a?y5E&Gprycs!+^=_hk8+Wh>=
ztoRX^WyM9?AX}Zwa^<3}jjhLJY4s0V8^3W@2g)wX$bZ;6HCzAZ^0f`W+OaxUWE<(6
z0c|VY0j&%pyi=vSFw8KTb*^-mv;4;0mF{4ksrWvo(jATScv~P*om%NmSEp6F^_dGl
z-mfUccQKaV`8|nA_&Y{WP6+R7#9~KG!Z=LFiI~%hR~~r;9DIiO5Qbv#t5k?HFcHf!
z9S5aSA-;o!_!RH5IPNfv8+q3y90y?xj>AMef@$dcdZjxXBQPI(VkyqSfHquoWDyAG
z;QA@XU~}FKO2k-9!&fjH=VCq<Vkt(<q=2@D(I3Mx9b@n$CgK%L!ydekl#OYakE?hS
zsvI|BptGG}ln{u(25AfxcEBWz#dI8wIXD*!Fb~V|I0m+7TE0Pktb?)G4U;eq({T*u
z;0!Fl`B;uQ=nU*&7&{3>;7N?dvzUZ+csni~8)6QIVgU}ravXz!Z0i{qfmyn~lVN1e
zt#nsl9tL-&A@eHTkvIo4a0}+*p?Q@~cOij4h^Rn)hcUPdlY_Sxqj6I@Ly4z(H!>Yp
z@jhlQ2J(hz2~JqXCg^GyyD%J+GuZ@q3KMbu3N`_L{w|vU7x2b$0jBYLXcc(jJtq}*
zGmObAX`#BR(jA9|n2c?B`#TGFZeZKtu8s6ump>w3ca}HNP+ZKL|B1M78x6%PJUft!
z5j+u5f(>@kKrWf`Fcy1%&In_glR!FwHJF3tSb+I?RD=t^prX5|5F>H>9vXzc`)Clx
zeMvezl~206*&V+k9k#(ZoW7r@A~541BY-i-C?A(&IXcJvoo#rJVI0E<oPL}Z;+7M%
z5Z9e#n_*xPJ;Dqu#8W>ogxI@;ihIxjjKl_|mF@)0KF84G`d{f7_P9VkjQ)+?mIHK4
z9!(05V*ej}i3*9B@drbWJ1glSu5`0)Id(n76HpO&7-O-akIS8eT`(PA!5kcFbGZw!
zx!vWiz)&8uO1PIv$`e^>xV<Lnu&<xXU5H~bJKAX&WdsVM*=_t??s6P~fxQgF&J$pf
zxW6tB%A+sOjAdgx%*P}iMk~j<ja=?ven2%pm@hBF6+9`Ih<TWXr!gCSd2B8pn_?+;
z!vN>~3>|@RJcTh>k7xE0v0YPoh#8ox%RIYRf={EPw_y}uD4xS;4CH~n1RR8^I1RIK
zG3McREWtP)7j*FH!=>m9C9s=70=~(^gK2nYbA}293vdIL<9-b6OG8>PGB_FIa5*O9
zr<j4~Fc+J&WT<gGIv!v|FdUCz4Au;DIo*i_mbap(xD#`*Noy*`lUR=R!>KriBOylM
zQjEntn1rQwP_f#Eo}vp&uufYl?#EofP`n$X(b0|(#xCu6csq^27$UN9DdyuLEJfe;
zY@_}hiZL8lVGKHWpfd@3VmeO59L$TLVl?ig!Uqkb0%NdwCo04|Ov7%SsSgJ@3FH&V
z!cx4u8$BIh7^5%(=U^=6U=lXFi=JX%%*B|ysSxwgG0-rIqi86e<<Zz!EWe*kgX8)#
z7qDhO>ceJOiq1#^0S_?=`%@t{9Kbfk`vx+JFe8?h;y4}$&&R`9ie(t^FeCIR`EV*9
zNXWxbKBH5LXE89AL-=s!3MN0!9K%9P#g!u|H<tZBna`*d5K(~TcnJd^p(js~5j#Ci
zgK#CLYCL9PH$G~Yk7KYDFJRyxhI9-K!sQr?H$KA%V3$Pl;WW&{lUO>4{eLo_L=AkD
zmSP0nJ)R0tKYW^uIhcU~6Ud19No2%2FE9dwIg(*G_P`j_Pc$cD9;V^Y7wIXMVLrBc
ziTpSM1Dr$HKM926MvTFIn25!ghASsAxpWx|u-#;iaF~R_L+SApW;Kq%1Wd(LT!2})
z3iGf|G8N-W3>e1Q_GR|}a006c#9-i5D#mC`!-<%UWmteo>@5{IeHybnj>-2b`S1WH
zVlk$vspP{^)9EqZ^EwqiW*DzxIR1(;*k&gCe-eSpnG7+un8mEd{#b}D)0ox64PzvR
z;t`C&59hIIaKwD_;Z&g_%*ImGZwm{5oZWLFa{yy82}fZ%>i2Ku;KhaXsDQxocjy@o
zT}nkG*w)J!QcQo3o?)HUWW-Ht$cT=$<kR(7j{7h$o<nmslNO6H4p*#WQ()N#j0pB$
zPeXMX%Q4@%fs7+*;TAGt*~e@{T<{4Qu>`ZQ>8ET%d<jc%1v;MK0^>7!iWS@GDF*Ij
zWN-pzU_c)E@B)_L@GsdEydIkRHIp5k%@2~1z)P5f`Iv#Bhu9R@AN9MwPNL&Ut_upN
z5U+eoK8!s~KAec@n1wmG4-4=TmSdCesBjb`jd6GulSi@t*EvFkL@fKBp}{%F$$+~~
zGP|E*L@*L>|ACRgh!Q3l{)pwzb7=jM5lk|SSr~y|V=Ufzin(%(y#f=_iRm4gyqJSa
zu%M&UF#blMoQRJxFoGe+2)ywp3c{9{gxxS5V=)Jx#sW;na-4;McN)f4jKI?vi@~SK
zk5e%nGcgDEVS$stB?9Hx<O~ILVz<HwoPe>Ii%D3F>AL<b1?YN=>&&-UVlrl7KqO~T
zOt_0phN<Yn{3sgoGkXVi!_a#TV=y|S2}~qVfoT{V&G{K4F{YG)@Cv43onKh)#Ssjn
zxgHpd4o+GVFz#Uvt(c7GFbf-;qeAxoPz+%2>V|=A+5wouCQLua{$EI79T63ni@{HG
z9>+-Z{gr}Ie@`YECtwDy#5~-NC3p-SqZx7x#Rg?G5NBWlZp2jVaGr)?4CdkF^X&g6
z1l}jYF@_@<hGK^c6oAo~fci^EX_$#QxE>2I_%}8kcEZ4C*ex*<4`Tw}S5Cz^4zsWf
z^RUV9)Qb-|2{;ltv|=b8#%Mf^323`W#n=mTFcu4NJC@@y41AXK7=aft7JK}IIfEIP
zj+-zC4`2b-yu^s3vp#{~v9uH;F%jc14U;h+Gw>AVV$I7O53oK~U?>JZ$FUqEF$Uvs
z1}5Wr%s|@}@?(E2!57gnj{W~N0-@vB|1lc3VgeRmDz^E9Lnrped>oFYn2Z7AIeB3?
z7GMls#6)aR!N}pAn2q;hKBi+SuE2l^?Ek+I2%kWYDk%WlVImH~G#rQ7xC#q!6PDu*
zE{6Vj!)SyNn251B8Iv#{)A1DMpud~^*bbADIM-mhlRy%I9Gs&Ga1EB@VGMkMYdDO+
z8~Hi9Sd73V9D?ciH0I!PEWlk@j;AqjBKdsW?g(svvDg8VFae$E1ZEM)!Syz`y9D=P
zz>92aenBq+n_(<QV-k+TbX<-(xD5-@g^rh~h+p#y$6*+YV=xI9V><4`96VyWo$dkx
zHTi+Ra_owMlQ<w@1ip^3xBz)tz_9V#fa%x)bMOf)z~xwu+c9vmVI0H=Jc+UB%MTSM
zVOvbcM9jgonobHJu#|{$Jb{5z*su91#0czxvDhDza4V+cMa;pP{Pbi2Mq@c9U|=!_
zDvZEs7>i3W36Ehq>hD43V62ls0fFUMfqOCdWyAOmBT;{^GY<Xv8OUU8ju|)&^Kdbi
zU=BK_a$&+xbB1F*jKN4u#95e*+b{=f@S~cA=)9Xi1%WaQWp8N6FM#T+;)$4mD=`&w
zFbnJO!=!nbiskqiKdu@)jSCQr#B=q?hdpj0A5O+B+=Y2~8cXm#e!Vpyh5dg7f$$U(
zVhkR`Bs`7jSeM_W&B4A{fC>DFYz0om;8)nqFd8EoP%)0gRGf=hxD@m7ES6x;AV%s{
z_9_g2l^)m{QZW(3F%b`82Cn5-fb+0#Fc~qjF)dDIH^p!~hA~)yi8!<g4aOwQ!8urf
z=dc1RF!(htWNu}oa5%;}3A_|Si_zqlp|kNO%*PNc#da7lolSz_sK0m~gK?Os@tB5l
zF&oP<AALi~kAWEQI#<gWj-j_RDX||qlL!nWkd7~44!(&6xCYBH4+CdVFh-!QIR#)a
zCSfN`#{rmwW3d3!upC!n;7l%bTF`T>*OH#&#Fp&;$pmH)k%5ab7ad^?xyEC_EcOlz
z$9))sr!f&HwxVM6YfZ&C2n(?oD{y5vlX^D0D@J33JD4LFg{k=99qj*E1Rf(I4->Hj
zQ`=B+8j}aZaXZG~DNMwGwhTFDVGbU_0<^WG$C!$NZ;&4&a0|v_&GziZSRXU6hm$}q
zfuUH4Nmzk-7&?c^h|%~5CZJyjT8?R$g{v?RH(?2O>B#JUlidqLaVkdRs5@ymzJh5u
z7qiisO(37ZHY~+b44BKd?L^OUFveg8CSd`l<ELF{I3B}7JdG825rgM(oaoB7##R`I
z(U^?GF$3pd?mYJY3<8BjY{CjWfWh<GUojGEcB24nhRN6)GjK8HV$Vo=jswu~7JJKG
zG#p>S7;JwJ4acW39cN(<F2sVj*#B$vV4D$99|P0rDMp|RW3f#X1>kJV(Dj&$t$WgN
zoQxHib1y^wHswS!<k$ieunVT*M9jjun1^{-;v{f}fMWqY>_q`siZR&qKDHS?ifOnO
zbMOEbV6*#aI7VWikgqo*h8_AaVmK9(adBTN#tO{C@CT?EXQ4A-A(!0*!Z9CXa99i#
z;~GrEl73W-<ye3n`cpB+VBjK7Mi_zbVJsfUBwY0%BZh^Ti#H8m#PBI}EM^i9VE+##
zu#|{sT#pI36H~DOv#=QR@b-bU93#-NgbNW2#p4f=AImTSuRKh{F))@{juSB-r(r41
z$AAoW-&iL-CvcI7SnT@<EytCZjvWWla~y#MI19@$2Ls>X5)C7;3}eynQS#$6n2za~
zgDbEA*JC+`4<`Ro?ln0HL=ad!gl&e|n2eud1|Gm%Jd1@`ffZPPD0|5=UYueicEC7{
z#$+6X8Mq4b@DP^ZALv+a7|#x)<LKN)AeO*MOu{Rejy2<GIX;91c=|C~j?ISC@=SVy
z5m<_`*zR%i<C>9FjJcSLUpzs@cmW+NI4~u!$#4KhuVDZ0@FW?D7>?=KbQBr!F)YMn
ztiV|q{4U!JBk?<o!<tXgW4seHa4hEH;L%i!3(%28gE16KFdF^FFjw@7rZ<69B1U2s
zF2Fqe7)!7m9q%#85*aeA|15h6R*t3N*y%YMj>b4D#t1CLp;&?IFmxr88Kbcb6VQdJ
zP6D0AQ!%<RA0M8;P~%G&_&!H6jKFOeiv^g3H#|?p*adTN4HjaXBpSSm{U5{eM~uPW
zFcDvSfxQFYLT5IC5(4>n0ZTD@BD=?GHVKB~LX1Jb7pWNMU<Ph~iIGCbBt{CCV!#^W
zr_f*wNT$Kq@ntp<zJeK;fw{QyWw+B^NZ=bHD$s8#+juRr7b9^WCSob3VSRSjZ0wHt
zn24n~9|N-4doUbNVGNdGB95HKNNGIgV#5?h3L{cTP(ff25y5}sG>MTo7vpf_t8625
zVHP$`rN?;xYgCL2Fkl^%3&U|6#^6twh)t%`a2$i#cpMASc%6E&m6Jg52V99@Bu>LP
zd=HcH5N2Qn=3>hk6o7}(v7R1cD0Z01<iZ}9fWt8rQ!xv-VLqO~Qv3x2Ht6;LELu)r
zFvj2*OvL$^hRZP<w_!g1fu-1HHU(_t6%2;sdW^xHn1}_KhQ*kTHPgtCcVjs|ih&=p
z|BojS@gcWhFcyzs5}v|z9QOvZ8`I~|bIipG+=szAyt;jpk;CM<j2yO_N6#@Dvv3gR
z;mcTpr!n9oF4gAK@Q>L4g9*eC(G?T%2~5Lu%*IWakLR!yYraJRo4AU_aJ&a&a3Ut+
zTuj5on2ozJAHT&?yfK~po9QS<I0*#2P0z6dCgF6<z_pl*C0K~f7tnKDjNw}t35>y0
zn27#D#Tbd%I1=;mFjn9n7`)XmYAs~MFch6}1lkZt#&MW|%P<$$V<8^K3OtFy+c*a-
zq5!-T<M4h=#_5=WKVdF*T+EQ;Gz|Ed5yf!agfTdE3HyH%ff-BK*0=_9a0?dTAuPuW
z7?{g$lfjT-494P<n1l;39dj@TKg9wx-XTBUh=HGQ+QkU$gt0j69rphu0`C)%f#sNo
zHJ8$IY=w?bX#j>}1;${LWehonV;bIv**FUGF$qg?I|h7a7)LQ2{g#s-TVf*ibP`A-
zFdDOQ1?FQmmf|i9*v>cjVmLO)qyTJ=i5QJ(*dMcTALio`EX7k8u!EsrLC<k3#^NbV
zLT5RFbOK%9W$5q?EWp4lwmJ64;GLW-FcQDSIQ$)xam0J<W;h1(a4MGIc65Bs>3Ag#
z$88vkd6<N!F#U7(|8fF3MBMm36=MS|$8H#yM}ZiD%P|)BVG`<xebce&D)QrfSb#II
z91Ae`3pOc6qHQ$|$7oE($1vjyCucJPxkO}RA@0KpJdVM;s9+5RU>l6Xo|ud=n1N4Y
zF3!rP=a_|jG}oxWaE$#M4aa0m!sD2ZzhaJ)z;o-!h}+Pyhi!+USc=iO_ye{zuER9k
zg4y^h=3}k(Y-^0iz`bl^jKpG$!{`k(7$3n5d;)Xv2XvMaXtR+?vX35NIF7&=yx~Jy
zjGZwZ$6*dm#RAO0a{Lqnzog+9fpv1|F}A@Z9DwOK;v@3oLM*_uAGw|Gasro#2+Ze>
z#U={CTQC;eV-ohjbWFn>+=vA@b~7XP75hJi;wFs7Z!iHHZQ)#i-7pJ#V;;`J5`1@y
zlLGcLS%?V5VvI&(D+OR6rs7V_#>1G8&9>2V9E-tUvu!aF7hoLj#$>#N8QAb+h8&;8
zLR^3qxXDQ%_yD^FMq&}hVHqZ4_go6VS1}jg!9rY%75D`PALIoLMq-Ok$d7$688a{g
z^Dq}nun;d`1v+bgN&$yBqG2SC#yH%F$>_oi?E4u*hl8;M=c3~q4%rxrUt=`hy`7Q6
zX_$(|n2m#WP%)0d3S5H01?>L?1R@J)5yqkKPAbL^F$)VZ4=b<)gFdI?Z<*~Fic>He
zzrjRooyT0kxtN1BzhJIl6qe&k3_MJScQMxvv;Pk!5KBZNCgDlU!Yi1EfxD>~XJEj0
zhOr34aVN%LF(zUerr`~H=rQ)ge4LJ@n2rHQ*o`q9PhgCbK%Ko5fXy%sJ7P8_Vm`i%
zrC5vsM|okfj{-0eW6<|Y@?$ur;Y7^F49v&FSc(-GaE!BGKKU^YebWf!=gW!^dvjaw
z0NEE}Z)3aUkSi?vY?Y8^_FL^=JX$FqPqhb`sq7e=C7w8+?UJHwlgwuJd;FURRJxz3
z!3%-FZ{_D^_QuZ9H&wd(-$+FIxAz)RH`d|z*KhFc{i@v_bz?w{np}ENQWF2(45@T)
zYD>EO!`G%;-S*FP8Ki4Gu+nYVNH^{Ks&u_5@1oD2={V*azdz(j=P(>wzL(jz*&Exw
zij_6D*_-$@m%X>yTlj2|^S9CNl~Om<eyjh1K|HocHb>d_(mmAP*gx=5E27*J5mY<R
zhY3RDNKJK#GD+n#UsjWw;n^E%Z{a^|aHacwUCl3=|G{e8vBA>tcB-^V*W2y4+A0Ri
zP+g3cNi6z2B#V?0vQ_CXN0rHPSs5om&0&mmRW`~HWxGrQ+x{W4xH-k-%2r)GJw%S_
zVpF-Si5f~!3+N$Tl|&h$jFL%8nk-Vb$krB&K(-X=(gN{m39BST$(1N&lf)}qBt=;v
znM#iAQ1)n&MrJ6Rd8hb<F)#9lRm$u%=0yT=ITA&j&!-ZvFg=uYlBs0N4rPH9DGSA?
z6-<{9B~_vnzMex#k`!gQWGcO7hw``-DgDK#HN;4Wa=%0=2@(&@e%R=8`?3xGoNG~@
zX<-Btl~;>%`bIh1-QLhFA^e%_(3~5jNLeO6;lMa38zoA~mUv~Uq$mp|Q%RE@$}}lb
z#){7!@Uny`X%eL@mw2!jZ*<AeZR|n5dH%fm-Y8?9vN!ZCA$)G5Y#U^6Si=#(-bkVc
zdNO*UEZD@S4f*Rxh*DpolpYeV+$Sjtzn2F7dzg%sOiD*^p?ukf$@q?((bdbPR$FKw
zVakotN2wvB!FG0t%xY_IVk;jaYt(Z?WS{zvA#xT28Vs#;chfT47TzmmY4*UIJp1Pj
zT>lQMbl;<E1{O;9cJ{^{d&X6|+iS%0JVSYP$JQOOMYSD~j4_W@y0<g<j@Juiwq`6L
zB2o9?Mb~8<Y5Q{z4&;c@azv&3F*c<mr%=8pBXi+$JGwGog4#n%>8ebSAz*VoEtA{Z
zn{=!_rqazh#c-H^zou2Tz20e{-Eq|B3X60XHGIq8<;(UIK10rEIs2axzYgq7og}OS
zrPr4}&~fnCO7}zBlvdSB?VDzQ)nUKamx8s_0!n=)sgkeHA>Hi1%aRWC_1r|Ban(Uu
zQ!OKdWV=$;oX|SV$`>o$e`v-}{w_aj#-)?3jKBSL#w0RMp2AbSn$h>Tbni&U<~)_(
zR%`5a{F(u<-(GFAkg*NVJGZryF7CL@){LEAsdRVMlIC2Ov2C@@QkN^IR32p33bq`V
z@5#t?yxh@#Ygox^JXfqE`rWnpZ7aN8)g3UQ9v8_H6~Ug7KfO}Ef6yLOBa65)U3l6a
zbbB5P=cZS>`;hq0No9-nl%NHau)cxppaA~^Jfxpbl;g~C`8k4iBuTA1X~$F^%6Dl$
zE>&xXo^Z~4`=P}o-Na>x3?#Wvtc(Z$K%TtsrM<fEge<v};m}9#AJK@RC#uF#i|Ji8
zj-eDY;*Co8EKN7|g#1iKpPf>x6BB9I9BI{w3Av9a;RoybSE`kxyGj45a&jo=%A1w$
zn{|6+oscP=?2W@t^91~QPLPfR*JWH;vuZd3xfGWj)aR2WMM|vrbcUr8qO_7I@Q++>
zP4=EA<(ba3(NAXT>H)G^*&=(vR{XA<?ab5<m0Dex^P{pV-DCAk{>aIy0r1ZG$7|36
zo%888^I~bOHRt!Alwn;Mxd!X3sryT{jMvTi5;B&PZmw=9qe#|j#yB3W_v|dKi>hk8
zE@MP}?sD?z{SP`+cNfVYnz5W`@I7<><!dumpYy3?tl$}a&zw&$k_Wny(Xq{%^SiFg
zSZ&T1kg<NQHRsEUWC<A=*sWa|xt4Mi!sdTsP5s)%*EYP`)Q@gJF%r^^T$3eASt{{L
zhNM92U7uFExw5M^>%Z}AX3qhOyi-53rh7=SeA$ip(Tooic;<P#YL#9$&m)3(H7#|!
zQ%!)h2mdX6?7%b6rxwew?hL_UK4##V=ku>CrrJC&p?(J+JMhf&mBq4_j9gOe)p94u
z8RcoI70IMo@V?7EflfHKRVz(5;nSYZc&_%+Y1B#5t<!Y7Xhx)`v`OUm-$pGd8h@l%
zS`X)xSkjQoZrQ;)pSz_<lSJ>Tbib=R)ahdJzl(wRY<H#mO9v4Z*Vbv@;rMe$NovHa
zaT$0Q`FryDh|W6gl7EmX<k!nE;ycFeuXNw5vufE7*K9<4SNoqEB9vlY;`0;lXu6su
z@-z86{!&os{#YB7TvC-$H^jQCJzVRbcDT}gSo^lPM7rNi#cgEB-Sn%SOj06bk<vl7
zD&cZeX)c$Qi4t@V%$KeZw)DG7cN48}L$wMSWP4y$g;|Z+J0;~FdyB9mNBCfg)|+>2
za@#ELHqirOImx5tpjHwm=ap4bw+F0{_R1<52)2Dk_41*inbU;xohE2x77*O8i5lG=
zsIf=+kcd|H?X{I@C4skc13=Dec@v~=6eoe>@4BS>z4oBm>0}+o2T{0pVK{y&kzrA6
z*guF^sr|fCtt=hbMc#gDnR%2sNir$S=VRHSd?ZESzp>D|RB!yF`1j;mytGhS_2lrz
zDZMAjf@QSQP-ZHvWHof`_V-Hn!`g(fAFDRy{d%4!l0V%UBbsuz@oKs|f0REcoO58%
zy%aNDx<Xhws~2j+qpB674WC`r@T?HlON!?5l}x3l>;QYoiAw2yh)c%MW}FpH=nII3
zW;Eeu5)$o676tw>d>SWI>v-x%c_y0C>dnV-42?*xR;liK7ppdN0mU?x4O&b+IjA_~
zJlHN3$+156hP9JOaDjrj>18<P{V3ggc{(?w7fG{ZlCnt_fo)&0Z0p69<MCoSrd}wP
zE6A&mp!-M_D_!s7N^pk6>(WX|0sn1$QmCJelHdJN*4}5o-FD<hX?PFa3%s4{L^)3y
zTfvV~?|xo!u9B|zlap6I3j2sMT^1?HvK7MC|5WK-ti^4)w#W9lRcHFp<~ndby~))|
zLX-{?1^!*ma(dIuUon2Y>E%?JNqpFJKDFed!&qFcP_~_|ylNQBDRhJ!)MB>(Qt7U*
zM}y1E1d8dnuB_5sQzKfRs+vN&?f>vLN~cgN`RDNIr&^ls#Z&S?A2N=+$fusPL7!ij
z@wuvu1!T<QQ&OVoDo@E0GIHS9+J}C%k)zPD<sX&qXSMyEf4a8*5mg6=gcjVds;G27
zr|Aa%B(3{W|E5YlhNThDT$hn^$JH0=Ib_`C;)J0Mf9)rkLPpzZA6eX&EuSG<`?3Lx
zZE}poj)gXt`(`cgt?SCGSyf&_OD=uwF852?pS3jP0s6x$mIv4n6^mT%XLTBWUoF4R
z=O?N*L{1ntVPzi4{WqE}_ew41=bz+bis{&{rpvuc^EW+x%|O_;dh_dsh$jDj(&c*w
z?6mmDup>?Ivob#N&ok;_M?b$>M+U}F@c@69d!JUEcv_}t{tGv_+=n$H^V<COy;ak)
zg#6282l-ncspE3rMv;GB?hdckK9Uu({;am|FzxHd_$-yMevI>>deXNaJ4!<t&mu2a
z=JjKT8zoy=>ND{sm-}_fbd*<XgAU%yRfDG=u{}(>$EsIu8|+D-ebkTM21-bO3Xhhk
z{+vl>1-jf}+7!o`sv*@Ak2OU!R}Q(-WS-{Akqw%w^k$cPk><LoS}xrq(!3KvbA{f)
z8<pboAmcgt7MiZZ*XfM3eo$|s1WDfqIl`0&$r$9N@yrLg+0vt-%e`IG4LTzqYq}%B
za!k`z1j`jq`e11|faTI)>4v;AA2NVeaVSw%$|5CLwkn<Es1hTWl~EEj5Qa-vWsnR}
z`pcw&_7)*$Z{_Lc>Ld1I)#fVU{*|xnAQ|WHGh_-I(3EGSN$r?ct?#-W4pnW3*mkU!
z_78FFcQxgFcss}bbmA^Gm2FeGU64cgY*U$)!tq%@EnG;MPivX!bo?PEM6etsGgk+f
zm6{UtFmM1?mdg-jy-b3RJDa)OlQe7Ab<KIMsuPa(Z1&rD;#$+KKO<j0tOq9|>ghJj
zy*8u0+RhwH#-X7u_ZPZRzC0t1V%aE{noGA>20u=Q#L^B1QE4NKl=-q%36-NtYq_jE
zC_#@f4VJWWdG9w|Jfrs;f@)`V;8t{Nm-}mNmw8s6d4#SHk(ng+c|ul0*qCsa`<S*e
z@a(no^FY;13yk1>UOBH-bZX;rPt?+GJ1dO_anCQ6i0>Ulv^^{L4&v2ATNyowgt;AE
z?#3qZW6#Q48ox%i63+{#qe>mQ3;|2KxZKZaaeq5|uMFsC5A@TSop2}baCPx+$yCBe
ztZ)|LecrH{M>tn9AEl~>U0v?g+JvoV<;zDonq=JNa&Oa8>-~I9pKR-^W>7>YUe8P2
z!Q|h5x63`lm*k;8OZUO#Z`#Y{o}!2AE!XC^kM~~IY8$i2&;2&?+pqL-$sfJ+!kf63
zvV%D8dKGEW>-xIf?`TWP`MKmF41TDD4PjDEeSjTNN8K!~YN6+%$)2O*t_NEEkV^f2
zE_Z)T7gQ=!G=HQlBLBma`@7tkT5k7h`E?(WsvbJJaE(g3?@9OPfzo!^lR(Rl?#z4C
z4_aOCS1SHP>3W?(F831cdeOB7+vinvJ&A%-W#CY{=_lirE;3Jvl?_Uo98?y_`Jwg}
z9rb6&c54?J|8jj-Kfc=4R7za_n9JQj)3yIa9vDVf=gR0|Owj$qtwUk|YWej5`exMx
z)la4OkPRgF_l@WC2f8tz|3$v1n6SQ2x!kwv?5Mmh|IJk|b)viJIWZ(ouh9}^)+~-7
zsYF#I%E&lQ7cFHbtGMaBS{WmI<2aTUJnM3Qr|s=}PX36aqSWVH?kJ7ucdn|V+R)Bb
z4Nd6Ib3PLFnElpfN5;9_A=NicT-Bz_BH6KV-n*T7ginw2-tF|&Ps5+HRya7MR#+>{
zP!^hq&u~Vdn1WL%*zw#seLbjirVsHPp)((|-y+k7+iUtKj(54=)XnTXCvOe6-`?@d
zB$xYFJqUeuUE_bOx{}g5=D+Cjz7lNwtNg5muaH`gGoiC5x!iYZ{vN+x+xga2`Sp|f
zTc^0(wRMn^ewAU5bCg`3>~e3=)}~#X(e}P~ICQ3#kTHF_%YCn=Tk)%`B_oIDy;RI$
z<&3gW>c;cRD&}q;+LN#m#H^4$VB0%g#*DBxX}zEP9L5aCx@z@Uhj5}j_qz3?{l}(z
zPbW3>^Zf-^7Xt6$qKAc#InkIAEaYl^dPk03|8C-vhzsU7JgB(2j8~@1JY||}Q24HO
zWr>_uvZU@vE@Mu;?s9W?uxjs&sp@k&1s-8NujLI#9)mTKgY7;dJcF>uGYCOuUJq`O
z%lQ$!k}M%u!1`y%P_?^{@{|}%lzweMQz@ce|AsTzM>Hz`SMh&>sXLqq&)^*R>%mDP
z{}>tg1kK+j;~^xET+=9~s<tVA)>c63P}!iVJIF!h9yzb@11JeFOWK2f@=U9T1@th1
z9*!l#)59ZId)U)3W=f{!c}aGFJ#VIW3z?xL{8W6NWL36=D2pWuLP+5rc1^<u{n@ZA
zEnQMbX1_u~-}m7(=^(D0JRF4#N8zvX<&(@WUgbSyZ{!;u&8xea;x~#DvQ5H9QA<tf
z<7KqcQi>9odHJMkCaX0j)RWT;=*3e`-e5RELux(6d^|f-T0O-T*6Eqj7pZ16(cEg9
zsoX8ApW;erq#V?xXEgV%oUrRY4G&9urJoE`ddv8yNjceDd*OY0HrlEy#)!|ev?us}
zy=`2SNHCHhzoV?dID*rp>uA!wB14o^Z}MDLq<9-!Nbot?sw<a!V}g70+Dk5L%vK2+
z13SIdCbNP!zqGy#f;%PiNqeK(T0rhBYdBAOhLdw6>+`+E>9;3rlOiqWyf;Qa4tYYW
zY-H*;Db$guXISa-#$*xGPEs_cm1HVyWe3>Ka3EaGE8)<-JQ^fEiLB`_A<FX-rQ}Gw
z@~NaKTO?E2C_9vOIv_fg87*BGqVNWmcPU=^L{gM&$yD+@{jA}L;TmL?ONQxQAId_$
zxBt-u59ubR3j`UJv1H;cL4|k!p5@THe!bmMyW{~5C5+DPdK4^SmXEdH?w>c?+7B-N
zD&LP~_HB~OW9=>M`DxbCD4`!uGqIr6`lhn5Crz$A&6{CagbP@)mN&y{mr!#_npM;l
z%6^U`>|r82yOgWi&OOz8q|u#3kFXJxa^Y%5TbcYpMt?2IlhL<K54k}#68iI)Ep_Qp
zutq8i=UA9c#Wk{6a9Imx9t$^0<~Vk-imP$@LDv8&BF?9=_>6~c{EiK@mMEp6#4DpD
zMVTm>%ImU2;WoV&p9w6zEg=f;d@8dfUU^GWl=YJ7Wrwmtij>dA=XsiP@(q{xcVeR@
z3}lcbYMeb-zw+UbR_qBimK4&_u1qCdb|}52$cs-BOPwS{36&_NnZzr1ONw%zWGWn_
zlGraZ<cu!8CsEHcBVxEg_LgjTfnXxRH@v|#g0IU#jm;+bip+e0oV)^jft>4f#jXCU
z=D6Gpo#F6fqrAYxIN&WYE>@3yT_=)c4@ua3hT}#y(?s1EtUEX7>Xe{l*VPmaJt-Rd
z+$MX;NmtKIWRm5*$yRL3yo!B<srjZfT*FS4MA%OTzDP1&Eh{x;9{5Mk<pY>nUGp;e
z_(kUK3?hzdL`0eV{31>4Dz#oB;g)$W_XUlQEtBu3=s9wbc5)!==;U~?@1M^RSYNvp
zu<FWu>6XluS2^K|`7$)w-pmYslm|QIvStaFph=Y4{4JMzgqE6ACSN8~YAQ*FOFZj%
zDVm}@BAJ?UEGdKZlH?^)PNH2S<c!7-ecKwZ<=*i!V+ZR&vHfHkwC8P?Owrk$PTb+E
z3pp&5u;7{Z1uPt5LEC+MISVezqYc$ggAaLjF5RyJhw#9NoS)2g-7fPcv!&yRStnhm
z(2%nWtdY$2jATe{{eFu!VvXh&&uB6<WH=$>_YyB<wYcF6tzkXl8P>*}fG$&-&rk_U
z25zS+Gh|3Im2&9QB@TVyzmeNRBWRW5l4tB1+s-bMv&o!{jw}+tm$7J(w8D;8Naz{5
zin433=4w}6&E*W`8M`Ge_ZwPZ=y{p)GDAF27QIY;_sCY|4mqj>%Vnjf1Wo0rU78`?
zrs@eWLx!rw88TTd%#g*%&CsnR<6djXG=?i!@3hEeVp@m4<8ptlm9;#7O{1>foYIS&
z1d{K0$2*<PR2B|;i^(GRnWQ)=c&lV8AIc7e(}1!{e5L`X0cE8`DLjv$ES3}{T{4yV
zvO}3GMc_Y+HVxDRdAIZ8pTYp-=pETxq(=&`^4Ce96gqrisf<aXgC$G#enb=7;ia-B
zg;x~~<X{S$h#zYq6%U;Ry#f=ZEBGfZvj+Ad&%g%Vo;89?QzFypWYzW7n}1HUJl6M@
z%vUIIg6yS;u;a_E;TrVU!xa(FyWvvzRVrR1?Uig9sC*>jm3L*HGEX*u|Fle(`xfo&
z)92;;SLy6HxvZ<lNKh&yN>_!43!wE&EBNt2+Ul5bUG;Bx&pf)d^eZ_|ui&KCi#<-i
zm!pCOJrbFYC-kmRk(T$g_`C)qB?SEA-nEX0S?A?}*Jwkk)Sa#eP%=!A9jOHK2_|c%
zMrJ9&iJGxd?QnwQu4Z0!UJs^R$tUnQr52$3O?%}{8K_K^@nAdouFlnlW&!C6y%m)c
z+@~#TWClLTQ)6;o(>Ij5uhY5?SuXcaIzrj!rTgpL%DM2K41Jw#e(pV)tQNi}i`66V
z$u@P@dveTLzM`IfPa4j!HwkmB<m3E0dIi-+&slZO*3nBHr5E(^GpM%<$vyWwkDQm;
zGpP5<`?7{|Y!}~`eQL@3au$6K>HB%NNYj~2&wOvVhlY1~!y`1j-5Z{!;cYT=CgZS=
z;%1V4i+9yYUA55@UNDOwlg3l3hF411EC$5$#^Eh8LZg<-Xm8X^2s`|~%e_j+$hdIL
zZfsv#^)k8qX?@n<Aj$osSG(LNbR?QykUwV8wTji!aJIdPf15Qf_Xk=|y9?s~rk)5!
z8^%WxKbymN{#x&qQVso@iv29;k=xX-s>qccB=GT<A_%#%*5!VU!mIYEX`V6G;ngp&
z7$G5Pq+TIW%0`J#v$wGQlr6K;7}F!!vIcpUYOk)HC}&v9fw%4(I%4Z&Xsn(_c{%p6
z3?zzC8V~k;>#R$<0#@a*ptIk%oP{Ig8N&%MFwrpnzD|$C4SgdBUtA|w)^Re7BfL<$
z&heBrMEP7M&7sa;<=`8<R4HM7`3JIXH1#^3<tcY5B9VX7_0~WQ@C;OA4t8O0(!~86
zr0<*b<H`mZ^QOJI{hU5`)tPb9Z@6eD8%V=LR0rRrf{Aijmu5)NTzE;kg6*ddW$0Y`
zUtcE8B~44o)RjDGqI8lXrJeZ9gJ=m+`bd;AQsU>4!67qsse!Ck+R9#y946;=X@u0B
z4-ZLuC7NFigibPEX({uR`m#akDhIuh=ap!w`xeZX_TZno+2yXKQ)Ju)8TJ+j3m)my
z)gxq)vO=~hX>wGVDwiQ_+!l`LI^U*VJ3VdpR~@$!c)OmLn(54-{Ura(mzpH=lN6Hq
zyeOGUs_anaNRh&$d~d^I2~pA|N|__^%Ga8*QH{LknHF2ED~}Quc3BIigKIE;wNTU6
z5uXM0*0znNXm3+5Nb3dkwv+TBp79#3@UE>AAn^<J$Vhfy*-MP=(l$A}fbDoei{aQH
z_L{bmZPH4J+wYAVK^(^g);GE%pPU=1$}>n=e?3V0T^faw@-~&}*J+&6Af?}FclZWQ
z<njA$azQu?c9o!oZ1*t|wUE~FK%z2SQj{3UR3^#}u$AWOdm6mldr_P2vxqfG5~9qN
zD211Mizv!hX0qgeX}h)YS9vx*yBPV7?vOF>^QtNEC0ewDdpF!AHzQc!0KS+^4!-!Q
zShxO`3(|ctcddB=M?9~0Qx;QnoUGQRNwQaYNzN#vq}CD`Az{k%(nm>^(aJoT3I1z7
zzj}PWpvUJRQ@?H_Q4VU7S#sW+p>76C3#GlXR0b-!GG5sv^OSwMu92^P)5h0dcn%M>
zBM6`V!YbVOP5#JWyRVU;cc^sdZtG;!@;5yhae$nnukqtqr`I&^(4R<ItxE%BuQEu^
zXyhwWcPUFVq`kt8US)!eS7yn)r6g%BTa`zpNF(FKXBpflA<A%xQU*)BGG0=^Klw|S
zd%TY8fZt^8GG1HmA|h2I;(pV2OM=Y6se1q9{4$E|D?!W2I#0SPP8kBW^Z7D)IY+A#
z`LY<9^jkIBl`qG1v7KDj#H}PKlj@?svZ_n+RL2`3ls<<@PnFYtlV>tHlbroZW@Xx&
zhm`O4o^1a-3vknRGJAU{?b9#m;6g2vX3dhzN~(mcpo;YeUG5gTw=Mil9$3Mse;}iY
zw;ewuvsUQY;gGCBX3k!X{`!!d)#y`)#P3~u6Tf=jSl9krWXyh!?a3*6#vAf3eHbj0
zl##MXc}lh_FUe7bgOqnED2pYYZ2|ve%JK|up4Hnt3fo1br?&@wli69ckDF7Pr<3ee
z+Q}KEgVcHtnn{=vE`8pkhupx_rH5o5`0H1cc{+OfH~IKI3VK+M>greIvXU%8D`Av$
zRi2k2$}E`#{+qtDI$5(^p4o2?@hzoASH6>dD;bH3@8m49yViQ2EdCOv1WO+!L`ExZ
zWTw(ZRzvIPBh~{@f#p?K4xTqnyw6MOSvzn#muE-3XIS3|7V?gGZW7gqC47n%dL`hS
z#6kfpx^jk1Cw%CL-Xv~VyMT*<Bh+%I&di8%S+a_0a*BkjXz<TR<d}N&h+IM5`#AqT
z2e-J_Nh@7fvym?zk)f+e;W{Fd)zTxfSk)4c2a1o9OkYp0;!s#;4F^>o{a8a(oOD(C
z%Mhi9v|mNZxij?TAZZ)buAq{LqgKPZcpAn<@=Sf#qDXUe7oW9or-UdENR$#M@k(Dw
zQF0`6EgP5H=DM^+&L}ITRyGaacT8GkbJ^LT&>G>$zaC-z#*n2lo@^Yf<|(segECJJ
zW>Z0duH&ZTY_7aKLEkundkUr7-x!K73T3GJb)igFPZr8zwYX5Wq0bd>mf$pYy+XO7
ztBw~+!*%#GMId)!hpeN`6_lXSrzk=FjS|$NLOG^hA^SQ`Fc}i^0j*mvQ3}WN54eUa
z{=3ZjfJ8t2UDlwFA$wWt-|V<GVdK0L){LCPrxGP-JvpD2t_m-2low@^GD8-Dzkcf;
zr$t^FSra|rO(xZGIlG=ZzB?{{8}N(c(h50`_SrzzH8L7(`Nw6JuKoVFtWjCsr)q9Z
zoh!9AlI%E{HxhmDxb#J?{6=eZF}Zc|HaW<mO#8_0Fw5uinNnSD!Ar8sM008i`jA$R
zJi$A0+RCJI`Qsx!A<WZf=i^ytFFkSfikY}`EO_p9l(109LU-M19P_y)azgek=KLAz
z30r$pGz)nr<O<iFz6pfOPDo##c&m|0_zbyQ>%FBc7I-qtv&-cXzH~zTJP-C0E<Pb+
zHt0p`Te>S1<<PMUR?=vqD9@8Lf$%YsvZtD<girk0>6$)viT{WJIGMx%6tJ$PY+#wg
z$wBaMa?<K~ny2TDxi3Pm*>}_R?V=P7CKFsEnHtO>xKMUzFqhzbDbiq}C+JB~L2#Oc
z<PaPDHc#_Plm;USz9;b-j3c;7QZ$%Mkk5d4$|bl?CT*r&AITzRzqc6`tk~jB6TE<{
zD~b9@j}KcoK5UktEhNnIwk+AR)>Cc<!S&wkxda!>B29PEo34VG5)IxWWt0+ji2kqB
zEuZz*`*k$0)(1<-R!VtHqLeWbuMCzH<z>lKHpq^x%&a<cMwePit!?n2gegx+A7#9Z
z-bRufnWsxjWrH$b4uXG9vCI88ZAl(mVjE|ZZc>zMzs*coq<8V6J|<;viB~vmDP1H}
z=^#6lU@1~~r!yCL%T|e&D5bx|D-TPGk|3GN7}=quX)Sv2tMv&>>$PZZ#V*k!Ss#tr
zE~AyLnzxa!e%Z;sA7srZ>~MR2kbUZ|ALK0Zin!LNq~yw$B774wJSqEr%9>BL`P_*h
zYL(2?L|L->Q)*o*2X$$ooY$p2%B|9L2N%K#@315M==p?;nM&A@_|Hh$Q&Pac<0<d^
zYmSrUvi37BMqibKx_X_QSF)w<c2X@Tm1jgt%cc8vMzpyMA)d3$B*h_%lt!{uxmkR6
zP<frt*iAy0@x_R`+`{Jt2_u@Ti#`g2p=^+u;J@rAs}(hW*H(o1R*>)4pXAsM`rJ@1
zYtjZ1w3DO(r>&+0{;o~o0JEH*I^b7-NwP#z6wX4*3fZA7mm=?y&*v<0q*nMWl)|fR
z?^24AC7B8@-<5L`pT|(^H=z`Ig1&qiim~sE_ceC{;g2OMkA&P0P_iTiYzNNB;`N;7
z9V9q>hHq5ViP-LU`7)2e9VzEE=@_Z|g@^XaQ!-F_Q^qTEWS){N8x%IHB642g+238T
zK-w$mG7$V{oV5m|$L}&_7u)7WS){9NQUu<^wSGAYuhe(38Tv}C-K^~*VM+(-queW_
zl~|dn43gE#Oxdf<mor{!?O|z}gefmeA0<&nD<U(M&t$d2hwha3<&2Ukwf4eB2~$3o
zK4AOeXBo4X34iHlnT4DhSL<3sHtb`<2dv`s@UxuN6hHqge*5s)&(aEgOzE?alx<|R
zGE`>nqfb*cpSI?pk}BtwsZ#e#cvad%>qDh3cTYA&_3Q7Ktn2R_>MLjcNZnL%jN+HP
zcxdyBb-GRb-E&=Omaf*je|xpeQF2CkQEKJGTnSU=NFVTjg?ye}<t1x==B(ihtYn@h
zsUsV_98_+Q^U9r4_bX^C?Z2Wck1O6i*UVbW$1f#?Wm~~HxpIJ0QVCJKYor-^Ns%&3
zeD*`JMmB1jkj)KFzG5}7dRHIx-c<-EPKzvKeUf%H-P5z%c~Etp7STpFfPc#}m-~5L
zz5I9ien0bxo5#BPNeTKI#!6Q&LzFm~qzsWo$|MQd&n{Cz|L4n5jhUuJbK2s>Fj;~Q
z5Hnl4Dj70FnIn@Fr#GX1@5(~isxdR=DA@LwX}|Tep+N_UZ6IBh`7%UVD3g?(vIuN@
z&daug%#`Bua!fsaUalbfLC_&q7x_!KLquQnm!T@jCm*ukXDd6udFLVfS3b@UYK8F}
zL_c%J<3^lWKHPZ5JUQH$Z1SbmGkwf0!;OVLX4Y`yeIIk~aN|oKb7{13%E$cWG2?e1
z^XOwns?Gf3G2<<px#2Nmh0T2DF=K<xocWls-DdtCXZ&F6RupGs+s%#9Mxnhk;T4W<
zZ#-!H>@fF68_P`djR&2^C#K1d8yq&xlhH<+FHy!CU-SE3#%^D8cQ4~dU-QFW#;Y~V
zWxb4y8s_X?hP#HQd8ej1{XSz;P4hx8qqL^R%&KK>xX*aEmif+o#?e|D^N(8Q>HCdz
zKeOO|W22wB{eI(spP7BX@r$3i@P1>qznOZ!;auf!mfdIU@;7;(|AfD}=RU&~pqVpn
zFhA~XY`wvJzqj$-4dz?Djj|g|_x(oRjk>n@MsrRd!+oQ9rMK};ZSz!bV^eMOP;X;)
z9qnI19rL|D#*Dg}a%ElfKp*3?x@K-4<9AQYTlLJ%eU0_?%y;`5`<?a7H~Si;^~^u|
z7_Z%A{?v!>q10^C1I^;T#<D<je_!L<K#lp0{~s{YZZ<FXHFn;tF(+>}^J0w3o6Yqx
z#*+FbzcaA4zBwbtI9%W4w+YJYn<pPI=G|iEKVW=ti@D_iW6v#S)&s^*4K(j-L8kOG
zRs=cCSNj>;gUnxJjH5y3_c6xb8tUpV8=7bP8K)bXhx-}R8<{)%8Os`(>-rg`jXJY-
zbFi7x-#8wuDJz1_)%}gP8=G(UH@<AFF=rZ^m-`#jo0vcLH?o?T2m2eJG%-KvZ>+p^
z0yE(Kre@}Y#&=D1HoOzk*|{Lr_%XzME!J>_nEZagqGsld0mkNLW;w&y%sly^aiN*X
z?-0zs&D`>!@yBhNGCkCM_aS3VsQKnY#^<5t9|Mi=L(QKC8ka-OZw49*ZZ|(0Xyn{(
zt{rF;+-}N1<HGIcs{@Vs&COp280(vx-w)vTBFx<bjGvmDA36sZU$oRhkGC|pJ!HHZ
zrs0e*GxK3%TbTLA!^U@E=H-Ws-^0uwA2Q~&G7mmvoNuLR-fV52f7r-wZT|gXV_$1?
z@59Cqt<8@fHjadMp=WFFFy}mC?7hRh5^MZ)hj}X2c&&|jDAstdjrnP;@p&6_O{}rI
z?clHCoW_QB4YtM^rR~hEj~K7DH{W~2*xWwsy*R_&-Yj~=Sk}S(>Jg*3gGtQvj^@Ha
z#>$Rn>LBAxM~!(S!u)!W@wW)`<3UDQgvO-bX-<FC$hp(JFv$4Fof@;GlljS`#>bt^
z)sGskP8zeKvswPAv9q&z@=?S2S{IF4-Njrx*x1{}l)*+?SB+WU)hr&&cOIJi2ODp7
z)0oZO%tb?t@4A_<4KWsX*O*Vcn+Jv%$Ge-kLyXKwjrk(de0`|#W2E`p5M$L{8k2vQ
z`RP!j^e%JFP~(HUHRhYU&EJO_zuj#X4K+UOe2+$bcaO=}`Ip~gE*xfT=%F!(dYH$C
z8KphUy~B)^Q5v&5%A65r6h)c;7-lSgeDe)Q?GHDT1C{ogevafG9Jsj)byA8e?a%q_
z+We5q{-_@p3~OpS+SamueXD$z6xVcguDjcFKIEG)Y@STbI!dcrjy8UwSG@6|S7c-@
zM<>72x83VmfBH6A!E)U|zAr%k0>8C;%-DRUmg6Od(<<E)XZ>e4YE!&bO|=zvqmFU4
znrhL8-Kc9^t?t_RdQ|7F_S*QHj02TVc%n9+ywS14$7i>!sN-nsv?}G^ndi^V|2{Ov
z@4EN^64;CzjNMauc+%bF`JeA+B3{!QUwIqvu;QPv(qA3uo2~d4t@Jgm^fI8XqouQl
zwZux#-&y|GQlqYmzuLN<*Tv^pwe6YF!;@b>RIYyqt@tly_3$j;=J}s*BDUgBd*g31
z7FsKAWD9FIr_C0>dX6^EThqK5qpbA_*7~2`@y35+#lK3tHh9`E-eDMJ#eZYP8|S?7
z&sp)!nGsq~iyGdN_0xa)7f-yF)6`pz(`f09Hzrsaes1i|u*ZrQEB?bK-gy1Anf`rY
z#SdxfjUVZaHp;B{kF9u4<etAE8lVmO){1ZJiFNX&Ev)eL%<4g?m0^Mvzuk&&VZ|@E
z;>)b~`d0itE57Nk-jV2J#b37KM_BQlt@xHE4RX?=S|_|c@cz$tBk2m_`&#h{R)z#C
zew`KH%Zh)+ivP`uzq)Cb6R#axZdKgXO8=7;f0B6m&zG=RD{l7nR$MmL+mw5)_&col
zCsMre(N_E;R{Z-`Jnsj3{+z^nwsDzvBsy5}>#g_^R(wapTfb3ctypfYh_o^U*6=py
zyV>4~^<rB8+7ho7oV3zk-B;tS^r>my^!kAS{hMy3Z+hO_psVQ*)u8`c&<JZqs5iag
zU(*}E-HN|D5|3H&O)q#0YGtL*u;Qm#@x871->mqPR(xA4zH=>a$3Ay{>uu?;Ht(9N
zN1-7nz43Qi877cH8(P!a{g_jpzf>!}w-rx)p1-R{tpV4iUtv`|$0|SQ`oq@Xs|87B
zZO5&CyFKOCHR^mT6Y4uwc4%JiZC8v{&;P6I%>#TazyJT+7}A6oV;f?OCC0u~V{9+G
zhAfkiWG5k8(pX<(2q7Wd3?W+xX|g9IBqVuzmn4;>p+a^;`kw20KF@f+uFvmx|Don_
z&UMbY_T^q)uSUq1uO+TM*H9qk$>$1>lr|hS(oZZb!%X|9Aa6%`_DAIQi^w|<0RNJ_
zig1%Ip&a})Cr_mQ$(+z{Lq3o^=Opm5<loZHk&4#N3tkrr{$v9Eoyr9A9JvutLIMoE
zLEc2T3FzG3fF<U|Y;z5y{*$qOQW44Ep%DmJj@Il|Di7@SWMD<fQ-m9PnQfr2!_yq<
z?^*-@cGo6peo)>7ya(-+%?ta7Vl02bGmizCYbpg-u7*0;NIpFiJRa&^Lz&u4O{5Ni
z105yCk?+dscP=U!+*KUuw1i9LL%N)wAf4GpnrohLlfiiEBb9uLj`|(UkDADp-~KCi
ztmS`<|0#Dv?Z=Zh>2B=@J?*spD7c*n$C595rIUA{q3Yy+kndvC(Go8f3CDr6aNLvn
zO~}ta3;Xh?TvFX1P|$b0KRa4VWKbI@*!%IK(y9Oq{@fH?GHkCj@+Ql`wFIA(IyO0v
zDFXf?^(T=Zy@S9ik{>01Yn#>g8x#w#5WQj!5{t}UDbk^h(Wesq)M653{#!7j9kZ)U
zS4O@mHDL8y*?;9LlEO{3jmQL_KyE&*VDu+{06!_@c?&~-;2G%mAWyKIf5-u2)#Bm#
zqu*JL#4X7ei;^*VH;3Q3czBhtH|P0N<-ftNw?I#;=*J>(qCaC>j_I$HN3BKXwB#yD
zFEe)6T?DT{{T}3Peb|@5$zDsz@6E70=*f&^uU{!RaSeu&$Qw#z#=+k5FceGPo4ivb
zcxCcM<dbHB4<|oOUYCImwp=EoqQ&5#+!Z+1iRU@;^zi|!Dz##-bn?Y@;lO+t$Xu7n
zS8?1mPcE4&zBo#>{7TrL3G8(h9%~jOQI{dm9QZ~cyvTew(02ACdCFtpk|BE)ehdyy
zAB7$BhLXAZ2{(2E7_U6lzet`il8X`T9j!~iQ0Ja7gd&pn`h{CVe}Su^1=NrE1l+va
zWv<_-zvu5z{ahts|9{3QyBPB7iNHA6P#ZbZ@nsBovj*TgW$h==Yzr<;$6jGEaIorb
z!2W&G{wv?^6mIN4w=vZI#2E2!=F-4*2(-(tVS*v^LLHnZk8cg$gAU?L!NH>o!L=&K
zlV4{^#8dwh^6bIvNKlu8T(L0p#G~MvAdP%awNRd?H1vbbz}wJHGPyhEY$q=l2mQ|D
zncxo!;y;7nRq{cyJ~M;Vp6G^_%pspG+!Se(anLu<518vm>Yu;mN0gHB#akY*+<Yg>
zT)m{R8GEr6U{7WWdrc5-?4^te*uS-nZ6)tI89dfX<%v1+a!%t;lmW}w`4(0Eg13_i
z{-WUd9tc=Vw(H|aFnj}eK4v77{O2j)+9vx*8!-;fuJ<EjC4)f@a5}30N_liR(rE_s
z$;fEZ-E0r81Lbh?8W<2gZR4ATn}V7Vhl0{^@*sIcQOko_TZzjwl+HO!Mhkl-$%@%H
z)?Y!_5j~lFU~dGZCBBfn*(Pw!*w^H(n1KjuT_)-BGFzHR$6WOjOG}B&NeNidOZH!x
z=R|G-SXLPZe`g6_CNIEAT2~KAm7ssSKlC*t=0~oLogdeNYiIqHJTikNB7xc~uXIC`
zpxNh0pjFY9+%2h($&=U=VreJ33Nm=*0PKX3$B{?<fGT>z3S>y>Ap+z0;5i6nJhWGk
zywmuA{W~wP{CW!X50!(1w&YE#f-fiuu2r;KxGC|y+_+24+v_KzpF;$jcKMlQq$*mE
zM?&c=_WHgW4DQPTt_fqL>`lNEIiM;}An*Df^qbJm+vEpVfp;SRk8l%M%ZWDQ1w83Q
z_WFwnhIjRMl$F3LO+rH5Y`r4Q+XPUFy`~P+rI8Ozhd%z5Zv>O~o&cgHoV^z89O6Rp
zE!ugBJPpH3&}&V>XbMWsh9Rwz`Q$@>MHOnV*-n1{H}GM!lR>^BC+uidRhAr@j3uoA
zkFxsGMut*wYB~fu9_4-#2{I~%2GmiwDcX!GaI7Wt3iX#xh5iNx^e=f@aqvUr!{jg|
z_AxP3gNt_bW4ViK1j0|%^iv;~Dr&-rwM5!UghrnB77S_*&AZ}e4&8VQybvAD5N-m_
z+YtdD$p*nP+PTlF)^7X@`Q&WYPSDdiu}N(>ZiGd+r%T$w<VDyxHK6(A6W1Z2^$aLq
z0s<<}5mjo;UZsVbj2(F+VE;yeNENkb0(T#_n!Lm@<m`Fa@&2HpWsTvu7<1fS>dH8n
z%SJCXW3MmCUsw-)DFA!DE;+X=!)1dY(2;br5s0DbzrZmXlRPUb+!S>R#{)=ZNlN{h
z`(P)H4hq(Tov91JwTcIlkLksgq5N&HjTE>$#xvy0SOu}vFI?a3HXoJedf*@zd3E6?
z1D#(6|B`$NdHK@d6ZM$tJOu-9AWyQ@vRC;A$Z=#WxQuJ|YC?W#Q^5XRH9Pn);l^?9
zym0U$u(zAM1~Z_Y;ZB1f63pbDK86XR0^kGQfgwq6ua3%t;JOgoEZkJh%~=R^Fx0)H
z)GxzzO+NBGqGt3<1h<KXT(!gOf4r6yEM69{pa-z`GWqRp@;`FPI?i5i%AclNUb&5c
zijl7tZc1V`SAfyv=8V8NKF33Z;35i2NqUnYfhD0uZPw(5&t3`#t*AeiJaa#|j+|yG
zZS+&Sf$ydM6OG|G@h~#b4m{}frJy~Ro&%U*ns8%iF9#55<o1#e)LGtwL%G&vl+0R2
zztB!N)?U+rJm2%+lH6XiEDz@Ko-PW3_RDfj5$OsRkrrJe@=F{Ks?bm$;l}a0(y&v6
z{4n`=oU?c($ur3-m?7J=bnTZ_o54^S-%qG4LvvhS6qQcXTPUwo3yw6fedHTCS+%C4
zAILK%1uRj0uQ~k8<D{2J{i5WZup%qqm7|~)1*g~enI<rI$#z@hrV$>y6Iue1E#N3T
z47@DuRTpj>t)t&uxM`e;)sXSU)bB?-vD>Ykik>#Y?G*fsHKC`C_6qs@ivIB`67W*?
z4()z#K8?W2ae<_#5Eq1-0nPgv0q0@>xul3p71!V{pagkca`$BHHPwI9+6j8*qh#j#
zn}VjCuC?mR%4}yG%;subc`xCnL}FMX+7yz>GcyC$t~To3v=hlT4LdT(6_g?~hI;>r
z1m;tt=4ve5RK=bf$Z>gKud8qqQ0D{S+7w1ozZ$DfOLP|PC*xSyYfn3Cj2*KM;j-O}
zqu>M`H0$K2RSWMLecPEsc0GdtHr(|it4kF|<v^Q|0<>4X){wg!y$$3wIC&PO{$cVf
zJVSh&JX(fulhL&L$f$ObrsOTbgK{?&*DMMWXClFH^7G{5mxIev*k18%;h-PKu^95+
z<nxP!I)0!0>$kx%EJ+o1lp)hZda4ox<7sHIa8tFj&4)qcQof5keOkbBZ96AuX9mxg
zt6Qn()stRe?AMwcs{gv-<^-$3Z8(th_FBmV?(xZ4^0(6dHwW_k^|Npg=`1ZLlaJX0
zeI2>K5FSZie%+ekQPIg9dP|YsWXiS+{Qfn=tJLVgO{=E*LYkq;l6#(#@ElrwzT5sG
zNf&mrqMs@MP3+90uYt5Lk3`s_jW`pqqz8Fe2iQ$vQRO9XLjL+de^@PPv_CtIdOhW<
zdCIAcO&+VTao&tV34Bj`r8*+c0DD_;@`l1qzN(akzVsz~ZKQr%jCX#?C&G&c%?}Hh
z>naoN*o;ImmU>?0PB7Lp3H*g@5PV3UYY4bz@)z<a9|G5Q6)p>86VwbA3I|C!x}YF#
ze85_k{kOf^ldoXU&{1_I`G^j1FpmL6b%ujz?)s$i?bVz-Up44gBY#PFDfwv+FNMQ@
zAqvJb!THaSAcow$32%DR#9<9BNgzK)-o6yLjzPcEPNM~|qa{@41q9m99PLZb&AKJi
zhk_EVk)S9YEEH}W_Z$ERwaGtGL%g*UO@5vH4to;D2>DTuE^yrOb=a372{(eX$x1j<
z78=(%oYRi?kZ@CH=R@nvizn}$2Zl7Dp5*mMgKI!jt$o?H?hIJd6X;;)i?Zx74o<W~
zg3%PT?+VACZSjvkB|UdiB;?vQexrOc_su#;mFb3bvH$ut;-!b>Y>9L_0q&yQJxhu2
zj&!RhK>rEGF`L|730x&#mLK{u8`-OJ57;^Mu;sz5#oH(f77av#2qst}+*Iu%u6wo7
z9;5!Qe;Zm&ZL~RiLjUyl0n2aFP9yR{OTnjDF5}zFA}}TVWA;WC={k8OdChI$+Bh@G
zUmXvwCEKqT99L@Yr`MK}op%9&)nWi=MQ;3DVTrs%{#bADW!&CsFYYPaWPJE*u%k_7
z0`<#t_|UkvQGes70b@DnJw^v7nIIP@T$uB`TTGC<2#7i^-Up7|1AwZ+O$KWH9vV;*
zd56X*5Dcc$ZI@GUZWshj7|><%Gu#qsRX^Sr4u<gFme#~r^6LTEX-7Nz$-}wHgj9aO
zPKwq}xbY=`WKn0YYDOSA*fKd_|BeOrMv|XIqx58Su-8Iz_YTc2@|$yEza;e|`oaF{
z2p$Z4Pr>sP>|q_N<0ZmP9q)BcuhXetYf8Xc&=NXFUWD_U)_tv);kYvQbkbJj%jn@{
zgYFvTAQj8efadfs^2HplbV97tABHQvg`8?2uL?JTM>!+?Eb7<UX!V0xchkP1AXpNH
zv^B>JfT3~skkcb9u_WQ9s@8H9SC;%;@>DL+i-tjvNjs^0JOkFs$hYVQ!q88>;aG?I
z732vO{blu}yY4H4Rvk-6kG+C)?f^MJxXJlGANo6}KZ*L$HA6G_9eFLDmTNDoKM3|e
zde`bV_9oHL`xLb24T?DO)8wOg-&{-Zxxp}W;+{Xdet5G)_s;MQk(+>v><U;*Cuy(3
z5TtALD>71rJdu2HUO%>h6ij>i(;B!*`M_GpsP@L{Ls^qUVQ((&wGwV>a$PL+b#3_(
z`AK%hywv}Pd{j!nkOxgDei#h7x2%)NOK@B&NJ9(Amv)C^b?~+7JBx@MufqNwPW}<r
zj*Mf?DQG$-U{NF;^dOJmcoj?j7WrOo+fg2#w_doZiJayOf^t1W{a>jc&gGQWZ0q3?
zkl8r6lj{Z}5T0HbIn&;1-k31F?xcV<t%jms13xnX`dXD0$?I|s)kQ!T@)P$OdR>hr
zHS{_Kv2|dGD`Rgrc@=iDde*(?<ro3Sp?fj;Ith7;41aAyX=C-dq<)s^`n`^HRcFCZ
zb@DICBgi!)rIVq5;tl9)4J{)-!Zxf;;4kvydM```^+v)_rTH)vOUEP0bMjV|jAr(l
zLw;-|^lOu!Aa{?H{va=o@sX<^ndoYcf@62Y?<3r_nf7cmT1E58(~kL(jl-J-yH-b=
zD#!pDjE21k3@=&BtmWjHoGH-A<xUZK_lC%bK9&(T26mEIvRdLpgqygoU{ncuI&d#x
zf)0NmAZ<GTCBL>E4hAvM++*RO^)ztRpGIDVn_wL`&j>e;?@faJAHt0x>80K{82YjW
z48_yIZs8`u(K7){%+J!8>ksNr<x*U?Vdce^=|t|$ys^TKofUoIxEsuP%MJJc+a$bL
za0Aawv|Hp)L6X*-C7)!HO2Unc9qcYzsGZ3Nv5d4;zDYZ2$#5-=$X=_28#@J7+bqA}
z$=~++QU1pWD(yyD)Fv-A9()DMD9bVVv8vEl#|z2d``ka&G`vdmt&bpYL3@o;VQ<!R
zeq=N0$Gv$sPAl=A%GtlmGhJW;3TFB$WJnsby?P3_1rvlHwKJ3Y`@VsGBK6aS+k?=X
zR^Q*<EWARnHy`{dPNf<XVRSd2EY-mwLAa^VMl>pUwO1GNq%Q*Y?@rmk-=Lk=92>p>
z_WmX3*bww|aEN{bj$;QPH`*e%k{_%9t~-Pa!c9Q^TOya{hZ4+HRF(#&R4#0RzK(|7
z$n$Zhfzp!ZIFo{&xsV_ocD&2v?)|C9Cd0wHu>q?oOCx)=ChxZ#c8ZdZCwFflq#JG~
ztnS>K=nVI>2u#je96`>suRSsaj(2fu5=#e-$j9x2<NV|!$!AOnSW<%AC*QWHkypsD
zvJ@n}3CB+s^)p*Y18u>nT8F*wD8F3{foX%gO`b6Xd@k)pPDQ{&c+)hByqj>7!Q^!4
zn=gl(D~<Y9l5IwUS$AbWr+^ROWIcb=cNz>WnhirT+SzM{aMK2AIm^q4>F5D%Z=s|L
zQ@^Zmqu(e6yrt#RHri3p*@r+&Y6AJpJ>asGu-6^oCTBagA|S2OvTwnGdt-hNd0H9R
znL|6}XNbOO8v)*B(Ykxu2!wBIhXgwI>>(dDE?`YGr=gp|O+eprP}LmgdmG$cm{$~T
z?0?`j@~Rjc>fkjB%9vYja-oPk?=u=&G{8@4DQ(7mvOIAn437E)>9h@eK)$FLxD<rF
zE|8z$$%eME?6Y9!0B5)e>enGZI6h#=g9UI31<g1|tD*PF-ACE~BzO1OWoE<iIPNgi
z&M@-poVt73fZEIF6+~c$*}x6tth^P-r*)X%1Q!$9md*(`Rg_T}ZKe$M>%IfW!xsC;
zTgkC;_)C7+Gg89g+_XJGy_V8wOqEUKZD<W}ns5_G3>$kX>Tjfez5wE@Nq(2y-Pb=R
z-PzcWLX&$?!UIHL0)P5P1pa6?SXxW&?$bY|A@^~>z&tqkoG&G426mB;3F!mv<%2vF
ze9A3=mT;_(fN};A&;$nbG<hjJL6mh@s26#oZ~WBOQnIO&0yYOVSR$81ZgSq6>(5r?
z<>$lCP3NJHI^;{AhyU)>?=9TeNq7k*{yXDJr+(h!R^PAMMkeHAY~Wf7%@(kEIM3*G
z5pIkYVUI`qlMe=ycXw9(mD6D7R3`*?fWb8+&-uRPL2nPE8z%zeV3Tv2v5nk)yx}Uj
z`xH~Dg|M@j9i=iIKPTKYpR11`pr^u&KnC5(6!hZ)POD=XdC~+V_?m`x(!s{7-~saA
zsNel{@PXv_sP9hHRToJ>X3&jliv$I;Aw@G0n38apCcly&>>k>a^1X|k#WMrd=(wVA
zW5<02=VjscM(`Ir2@7X}WEwiap&^!hJ`J5)0LQx2I7!}$OY8j9zfC(wTOebDnX$;l
z2sHW~aQQhDDSx>FA~0jeklS#OkA^x6H#xXD9$c3u^T~6u2i2nf4|Gs#IUKB_<42dk
zPE65IJI^kOhrm4rUBU$JGtAYOLcd5Ke`=EK>`pl|ex3J_!}A{oY)Ih@ps#R~krEt2
zq8ada<U5BTu%YB7mO=j#mL`%GS2yzi^9<mt6zq_R)La9g?`<GY<`%IFdClc;;I6rn
zgqvP6jAPd+W?&HYy$Jzpp`-m*YVW^HFg2y2Mc><h<yX4N>z)r-@=h28C0D@lD_aq$
zo+?Zvj|~}p<y%GM?y<=p;kNhG-3bTlVBh<T37+S{b0m4;mB?9_yU>4{ytZ&tHRrA%
z16noR$@wNx){8_lX{Y=209tPXi)aNCMD0b+9;1Vk<P(>G>r&z$@^c|O1UYS3g@8)E
z41H;$_WF&yB}*<AJ8Svm+WSZ_4v)5EJ)ST_xT(viEy$VnhJ(~!<!mTRu7;g;%ivh&
zpJC)jn}KVF(^tnJ!GW7_po_EvOt5I6fAKk)=mKK{HU~N)mRW;zaXVpfy_L%2o8+0!
zTvB)~^kaB~FM;|s$layLFySWSsrzkQL9b*uQlv9Mm&$OgtIbC~fCIiG<+Y%LHsq-j
zpkJ2UC*Q!4SO>(d<e{%UNiX@Ef^B@3M;loYX|;BUW<WYs_alFjlc7#xACdQ4h=3v(
zP=pkrv6HqRyc~Hs!_5;ag*bF;f&n5hMU=CbpWacb$bEtF1PylKlOy$LFm?kRb!A2h
zk~bx<%O`TRM1thc^0>7w^^cHepJ)TFn6>ctK7@nLG02IQ)D-ej$^O(%a!>U(S8vbL
zVB?L*(A5~U#h&CZ3O6OQFNc3o(gk<chTXxG|4w;gPH?qX@gvxq(+2kXsvqITUJ^H}
zCCFz}|K_xSB^AiislV?&+oERZ7baMH5DCmrM4Ky5Ivh-8?<@}N^(GHgL!erc>E!uF
zg2z$+zHn2+q32T47K?oh!6CjPRfh?x2{$=AgGjx`<lV@_xSY%ykH{;rB=S<f@+R2t
zngb=LZSfhy{kfgxEY5u@@xF+R>*qO;sHqy8!TURVjTG|xg^}l2x;{p}@4e8nh}r@>
z(^2_BafYh{1&1dgL3Q#i<m)B}EYWV0A>0(I`#4grt#ELWt7#o5-XkB(_v6Z2Yi2+Y
zfiZM(BOIIvvl8#|Z7?*HlY$!RBHZYoErmj@26b-~_4{)G(aH(i4m)dkuBQF8kl|+0
zxq};PZNGg*V3uI{GEowdbTCG^aeU$e0-eb~H`77X1n46y`KZSZ*h#qtjvRa56T*$1
zU2-x|$k;AS2W>@Q>VDV+e{UD*po5-*schMxkU@F9Phn8U=8~VlV6_F%H@}T%t~SDr
zJ$HNe6}kJUY_6TqpL5CD33@5kjC|*d0{1k24EY&$P;E15<nFtTC&)86lxmemd<w^*
z&xK3dXe9zuRCB%y*iia2pjXJ_-vNJ-IewFdqS<?5seg>Te^->8Hsad5;JB-^)aqfl
zX&Y54A;EYWTFV5jQo&{HwpZkC7z*7ndtQQYlYzK)sG8(3=qHhP?FFulIGJ{qOJfZh
zRc6dvN<nTevvpj!O1{yVB%a-afQ~IkpxU_K5N-l;PZC#AKfMU_yX%tb0tIn=NI@OP
zd<F+cUqOP29<JWxq3>UK-dytA>Cjg@KMFSiU0T`D8hDp>{`pMuZ(46ZXJgT7FS^yt
zJ1|s49Sb-5hkfu?<SWU)eIsB=4e|_f_c4z8pTo|k9=zic8-^4UDd;!`hIC$AB;4fS
zP#5IjTk7wle(vdwtbu4cZoCf;)-Cf7b(d~_54T0UD9Z0q-eCgLX-T!*4?lYj!~e!y
zNYG!n$@tdA(AR-4@&NRw)<Rr5{=^A4`aD7ndc)~>DH9a$jszF8L9mm&+CcC<%-|W}
z_Pp&T9IJ!-)W1F!`uS<U<QL4q4*^S_wsxeN0~GYFgakF2;921&(sSkEpd9%K^1_3`
zXOnLtujGO2c$7iDjQb8qW#Bz1_Dwgx%`?y1G?Zur!rSxt?WW|Z<nAM{Iln~Cj?4^L
z&4FP^P*u3Gldmycs-5xVdF9~*I|V#O2L~x=cHfWaC2gZf3nZ*Z`TRq0l(Iiy$y8R+
z0pZ5chE>qlwpRQw_=#TNwP>doxqGK<5_yRZR{z0sZ`Ua3iB)RWt@f5j;9y1y9B5lw
zFWj_^E4RS4aqp*ok>%jpxF7urc2?{F?`Z?g?RoVn`0={msCRg?o^!Y+(-E`SQ6$_H
z8EWul^75~OFJR8sk;ida(VYB%aMO#^D)|?COUbt=iF6exuk|(jT;hHsFZnF;aU3|c
z<j;~Pt%Dt{;kw6Qr<Oc?WiBnSIpiFGgI;$l_Pp;zU;=A337sQ>{BI`MSP6!TlP7)y
z2lb}}EYZ1c61n?~)GqR+Ji0>0q*s0`0&_T)>t{H~MF%&@PyPfRPM-HT0zLl$9P5cs
zZQ-VE7UaG{OK3Z}xf^D#vi4sok^hLk>6JM@fS@M@n~Xqs?!QqIS_K!#qqac5CH3>4
zfc_pH6O<?KM1CV1^dBW3MLwq`PXqOJj;}>vs-O#xovSm!S@N{E0+uvjZw&u09PdAi
zK-F<k@(y&Yc3P6RZHj<i)X8@N1?xV8AU_>{LcZf8@EG#%$*((eX0LA%Q1;KEuZ~v=
zHyLZ;A<(AGz_D*R`CgiW1dZt+;X5Q)yfk3Rzf90cxT%_RuR*^R_1~rbeZJXOh5S?M
z=e`KX)yQv=Ck5-kkQ9Zz8l8lLB;Lb;RGy|F@B1W(wu#Tk&&~r^{fO_80evxU5$!i1
z&sQD+1wH1hI|c5W`>zT&IbOx7<0%?iPCmN_T<Roxn*1d$P1{lbs&F$<cIR>?A9&D<
zJOu|GI0b0836Q(rN|;05Nm{SDbTj*va8t*t`G9UD9C(+hzsosTN%+C|4bS7X{@su4
zFC(G*228pr7=v?~ps4&XSp3Q+%;VMP<EdTf=q|bYhTpTNk-?%|PgSD+aPqy0HX~9J
z6l|wp%y#5Z7dq2_grTMHgZHHVm*kZ=Wkiz~Is^Tj<)AO?G<%IDf0`wjH4+}A!2R}0
z;!iLXm<~ga(a=Ql#kWyHTG#W1o04nR99#q1PW@EA7pr#e8GZlL0dh{@K0`O{XSlx2
zGZ1ZN2ZS3JWvar(U54~M^&gpoP_={R`33qtoke0<;ih?yt7!Ef+<SbH3CeS=R-X<g
zFu|OZfF&=He?;y+?=<8r9Gqka)oE%2dFb<@LHU5xuSl?rgKB9yc$|DbBK6vkcO!S3
z-Bxn<+2YgWsk{MEn|6wx6TfCUD$3R402Ta(fQs<hHC^2K<PoE6(RrG)|B?@S6uf8{
z3{^c3I~VhS$I|{7a`Q^A<X?8f6zrg24G;db8RhvMhTIoNi;>^wxxS8({e+vga^-MC
zYq=xsFC||#3tR?m>)+c%Lw|6{P(yc^pix;Q*h@o2GZ4@W=jDgz$VYyF9IKsa!c9O+
z7Y3|_{<O0uL;M>-jXrQtAsZy$&`@p`sV>$cFTn9qcBqOp)Sle^sNBco?$g(GF2Zl2
z;BGiJzf^Co5h5_%BV$a!{;fG!L;m48=oht8`DGOv+S3|bRxI}Vjrt|Ih*LXN|A6C(
zIiT+!8ysFfEIEgtIar==OK6XB(}A)1pNMA8dcV;SIT3bWqTEb*m3BzigWjwBg>>bn
z`^zL<Vjw%@Whj4L<fhn<aO&tszJT04Vg8u*MhE=pp)zyauMt|mT`$3223G?GX>T04
z`wHV6;ii;3O$b;`ZRi`w>vAsD@$zr-Z5WRq9B!7r%#1iUq~nDf2lv(^P@PeJA$MP^
zFM9?0?wP@8@`PKcE(9u#cAp4ri|z(NC+7GkCaAm?j+K}D8xGueC!3S+;j-v$+IfdO
zcPH4<L95hN@oNUHG!E0xgds(|2uzOSco#x@%yZ-!GT4|a7V6$YV@UMRmq7+}Qa?`K
zX*>8A*^r>%HP|2XI}fn5&bm^N%t^XD9jqn)IsnII$^RjDUsPy)9S*vUgno7EZzu21
zXA#QjpmmahOB{sqGC_$OFf=M9V2K9$Jo&BH;XoI5tH}9`T-I|~Uz3MVft?82f8^%F
zD7qQh8u~4VhgS|x{16tkl@+;#2;9ffyOO)Fsm>-Z^D*p1(bIAA9lgLcC)dama9iTR
zX8xJmaO{2zbTIjk+zM8ugQ?{A_#~({n#<(-GSLXM?&{w`&W{!WuVd{<cX(L@ru8M~
zK%`kS8hLK#&ht%j_eM<FOxWo(8g^nC=rD5kt?;)EH{HQ~&+iZugpCh1lvmbGrr8(&
z204({WUuPNO$OXWc{lRA%vdz_H<2&h#Dg9cMBIa+-hca3N0{RV-a69O)1UJEJa1`7
zgDK=i`XFFk_Z=he_a_2YKM(%{Kkoh63gkJkXMWH&MpJMm2nUtv_#5G-ME)!X2W7HB
zaFzODPecDp>es&y{cTI2KRP=EuL?IMc<DXpqs>U$_?m*5k3&$H4tD&D1RwK2MsrqQ
zc4)>>JdZtV)A1zoJ<cBZv~ZJwi|Ybb^KKXtL}n9iZVaa!fa5+i6l(;+YaREKlBJ50
zCn2F$(P5FB0K$Jm4ofiI74n>WVNVB~*f7}Jxf^!07qt;?>};a_TC}r>JcxniK^1*X
zLyb6%KC6zI;KGY=T#5XZ>~MT61CI4zW}$Fff*eoQQ$MFD7~b)7*g?tGl^?I8pluQa
zkxa0bJoj0YL{0Kz<XwO9cZ`%0jNtg8<3v&pI2xXTbd8zr74rFaz_rS^k-JaWCFO*j
zT-!oRd?h(=jy%}J<a`JTwr~<r2bIZ7z5zp;kqzV>-Ue^aKqGR&j{CA~Q}XbM0jml7
zW&or>zt}jQh87ApZSBw<Bv?m&n0&5N)fZ{!OO9Jw)eRm-Kzm<Bps`^vlq%e=2R4s_
zgOPNwk_q-X=eoa>zsRj^9Q6xDz(L2haG;I{3O5;8+z(YIt;Jq5$P1)$J)mb~t0|bb
z6A2b%LxO9<P2+P1#K=d$cW_+NDhrSwaaPb%$cx7!P|=t2m+KG(sT?V_(PhsK2ku&M
z9r?zMFr<z52l58#;3W~iS27Rmq|vc<lF5035FB*|vJ*`3@L(9y@uFH@=yMC6b>!ZU
zyc!#$&Q0%<yD#nU7jCL1XRs%VTE~kYm>`V<SV89CI=TA+hR5YOV^cLz1409RnS4`y
za2>#Qke^_c1$E^7mx9obPs-2P<wK<I<D0JvH;(5ofCD|?-Amr=9q<Coz)5oF8|6Xo
zZwiL<wD2b;h|LejQ6Hd$ejtBNxN+>xJ>QdeW!-C)m5qeHyTuP$UR>56a}lYQ#Ai&9
zPd>RcPDaRcOCZ;wczppFbia*zk$ffxFm04GqM#r8u8rsIChx_a`%}zdSV7wV%Vs?2
z4W^)x2u!0n#r`}w41(TF(7iAMO``rv;pS$+!Joi$k#D2E`^ZfFLU0`VMQIsV$BMwV
z*1D*QTwFKIWrA%yk=FggALJ37E3_n<$@;-m-M1J0Q7KZgGdRF$y33S@zDDbL)r%mV
z`#$kF@)feNG1n{1;8ybEYmjlR*_-4)&$K+4_3V3mQDkrjH`O{mbQW#`&dYH|+f*9)
z3J&#}!G_V$uk|?`=Vw4E<m0)Hf*l$Ac8kDNQHE1RCz&8K6^3+Vy+eNJ0&=XpMlm@4
zhrLmEV6(_KaB9%?%~yt-#kc#q)m<jo7#5m?+Qs4E=U?Gi2e>5iAv_V+ab}fp(`2gc
zg8q4y#2M<R$(we~4AUI^OF<0JQIw}V21ESOgRI{?m?zv+O}~Zy#Z)<8ai5QGTOylh
z&hS%iAS2qw1`9Xo(pvk86Xe{+{jS&*%HQAO&lY(wgEy*Tn1P`sk-n;P=j@hnli|JP
zkYO$9f-&GZUj^SsJ1vEqIJWWdH<o-NIlp%BV14u-8gf7L^#>C~@Rr>M8X8v$j^_`D
z<J06H2{(?1T@MZPCiRC`2gi&gZ8Rzt3HHW?w#7u@CdcjxV}J7AgJEbl9jDUHM%+V?
zw75Pa|AGUzw%vlI#jk0jqu3;LzqL>V#<BY%z$YewaQ9o_H>iJzRiNvjxH8ap_vkIj
zJ4)3^{vRCjzDdEb>?jF6b^eh2ZJy<6-N%-NgPH71G03pjjlAuC*hwTGO<wg5N=}BA
zN3G~v3QouQiIb#J4vB|C3KO;}2S@Jbko%LnH^{#bZc1?5O4xaVcCJ(3y-`;Aao7*&
zl%&10hX{<JCkn#QC)r@>ee&?Hz`rBEOhfK5d86`h;C{_-G<oQQyHY8eDLBo^TLa1<
zuaODIIx@#sfCKl@gVE$?9zs<-!;<)zJXddUweyqVrct`zf0`8s2cwdaU^oq35pGIo
zb8-MA4F8F!2z~eC;FZZYus0N?ou1_8mBNrl`4I(Y$HT!(OmIQCah$gSO5$No+F_O8
z_(zTxm8n0F{Jm+&fHv+%m6<W}$92)Zfr8;(k>D&14XT0!>C3@&559@qeHgTERp`(B
z9QrzG4kfQL6nrA>@2<*4`?_n$nGWsum|!ax?K)nRtOf^1yTFhRJYC7%ce>`2=e`@-
zhH_Mgowy*E0~%>F3fwv2h;UN{?hpTDP~ZKm(nB@iAasi=zhy<PPd*06vnYmB;C7q!
z<o$*q$J#r-A$PySbe-J&2wt<A2*`QQH0X_^AZ&GLo$VBEa=fn;icahPJM!tpz_oGZ
zs0ICDYr)@R#vT`LhVmDAA5Rvc_UdZ6d^t8x12~SSAo>X;NR0y5?)MsbH=L<uy*sgm
z-2I)2Tu=Ug2NWmV1T^QC1Zw)9I-W*>`<07t$nzFJKph!qou^>PeQ5km@=aBtU!3}f
zgqsrW_gBD@U!@z{#aH%t7+Ufv5_DpMdctiLeB;laE-!)Q<Vn(Fls{A(>D=Eq8bf}{
z<WMdRcn!IGSNk0KksHvjNc-gyU_W-8jqAY;pJ5^}fz=v;1ap~SDid6}4X%y#JL<ci
z{<}o|&&CC;g+sIxTL+FqhXtvtZWJ8ajgm@cf}hAw{T=GKdR+uMC>*>D^;-!yZQ#;b
z@G9he$nReO*ImL2!=I4^d>uP$t$Tq9+>eaqtp^9&ZiX5PkQXW8FPkB2))Rk1uD$54
z$W6(fE#+Snc@6iT;`;j7WgO!!Bb<Tn6K*opuf3o6wk#{w?nMD<297p>Jf<nQ-g_t-
zfWIP*5XYD>7_2GW*mJ)|w3yue!1YeyW{tk_j<p}ebC+W4TPAp}HXQ5LII<xeY~XBN
zjTxy+?tZ^xEcw1{uoFZ5W8_o9!I5EUD$$ML;L<(hObW<eb;$Y4WLZB<wp6$&`J^=g
ztM^VA^uM6K`{DW58bg24HrUsd;zHqeSy7!;0CS#q!U)8{*98&j64>|Ro50X{9$eq2
z<G$okBjG?N&57jcC&8bh{x;#pe#KmkJb(DC@Jhi~L-wei_iR&WxM%lk$WQP#XB|d%
zmfZcIOZjH7bN(D6(5c}W@@YYv=K|jQG&GTdjT`+Mv!!*qM`Dr9VXz7BQfeb<L+-v*
zHb=N=Z85h|lvrAO-uu+=<SZHQlOMtM;{{JEt9J`H?z;kp^mt(tx%+fW?x&$Yg!($P
z4^e*JPk2W%IP(_l6=4B9l!$Z({z8fA-ns$#j3v;IqW(bgx(mUz8_y*_!rMW5g8r*;
z(|DT{vGyNqH6LjSL0m;RZcPU<<W;^1SfT@CUE!t?xo@eZQ2+Ea=<8Z`KJ`PN&y_j;
z0tKfwhvuMmD>!h!Nw`e7$-$5la3Ch^^<UMW;_sLvC7XE}8PNq>=VxH=`m^w(Q_c_M
z9_Q2;+RNP<emb3josY;L7j81%pT{mG$w!d$l+}M}u6)bDefw%q8zjE8JhU2Dle-6^
z-wQXH9d-mk%%ZcLZDD7V9I2SAH+dIwo*`AtntsMo;P&(r<STag3G<}X+!KWl+QCtE
zKA90mM}LvKua8D0LEn8#vnRPbkB%mvgom_(o(^6|L|}66{wzQS`KaP35$&L*o`qxg
zdxvS{b0(vtN@qh3Dzt}wT@HP)Bhx`A5!gedn@FHLjUmEKK<$gcu`UJ|($MW?(AW0x
zBYE*(p|7WBH^~EI12&R@EYZiF6Z`&eet5BH_f69SA~H=bVzM7SUn=Qr4Y<-lWqAk4
z`*J(jiY8ByM{}{GXAadmLO=Fjgr;4g2l?!eLbE<ad5q-+JRQf6QqX3Xf64?lrWX>{
zV*qnI!BI>qxULts2sdR}|8Br)>N@p%>dy<Aqvch-=V9lO6xh*W{|({B&Vki7Bk}`8
z+2Hvw1!>2S!zv8uJo&O`!B>SraEA`~A=0dFQ@b-9yKf21A`iV8C1c|r5txYLcf!Go
zbbOx)O1<pIrAbL$ToAC5%?$Y33vkpo4LOt@x4q)KfV*!uzaZTBX*C#r3R8bL^`rRE
z<52Ql<l!Bx{TH%wnCC?}h|B}WdLyBwaO1%J`Hex;=SSqc6gpT*{>G<%jfIlIW3v#L
zHv6hw;m3Vr&nI`k(0X0C@qheOz<TIIKgGMjjyX&=m$uz{<awtA4EBFoD8p}rGifcL
zQqmwKZfjKKIwjmV+p;KN|CYVFz3z~w*Ft9WL@0lE1koY`T<_SGB~NQ@?FX}-Ien3W
z2tIA0)AU>9eYs;yhhOh9`L0?BbTtF2(gTj&hck-y1TV)$FBZu%nmt2-`=#E6!cC6d
zA2<4h`g}P&t9UPxXWl`Mwa3=%1;?Qs!Si|=ZqCfMOhgVe#~(3)yE(r~-iI4Dt?ypF
z;lO=VX_Ii10rw|>zM}q**Bgf3Y-ra9hTN~&1<Bo?b6QDW{S`lPv24H&@i{a-JB#fL
zdwDndvqc`<|0haDGkT12_kHJc<nE{0y1xW_X%C~obe}U@xXI{{v9LdZP2|yj;QO!+
z3VL6MK~h@;=Kj(NXXn>exS2(wd3U2a4J{FFCcHh@;aDfUt<=xp!c43Dns5_P=+mSA
zt|j5I(cPOP$XBw#c&nG8J8r(8xkL)-N<8F+crdwA<R&KfRQxlh+dLuwL(JQMs9$b5
zV#UAmdn^6n$9=!$3G%+Pt=|XlF!Z6o{fUbd;U*yWt*xEpySRGP^Te_PpzoeRr3g2L
zv~dYCfaWY6awQW4|3yh?bNP#WR9WO{I`ZwkHxLfG{sMg+?{<>+&JKOGbB%oCL^v*%
z4TheVDzP21HwC&#cwYo2(xaau!P9hnz$6e}i06sz$WKw<{gJSn)OR~-^FgpP<PRQV
zYX=%D0^@i-x2=(kG@S{yaa*i8zORPPp(J!>DLNPqc7KABsLenF<QJa<mz{{ed|CK&
z!K53ZMOkPF3`{Hm#m{M=1G)RdO@qlVa`PBV{hj1<X2Xsion(?%!rWWH(;`k93diRs
z`%{-o@2H!Bz;e^zGLf4SN}dg_jqYovyT>-9L&d|xV9$L4uR6K=Gq8Pxo1Q-eo6w-A
zyU-LSaBoO#CU-xr{|~wQF{weXBA_>%$E$adkADOuwZvvvdPm9ONbo;(W<{@)yGOt^
zUxR+@nlPkoWjp!*c|~ai^p9?bzE0?QUl(qsEB9ohxd==ZtUVd9f#}NMW#P8yaEz7p
z()f5|Nc7z&)4wB+$qmO>tu^^rYcljt$PH4-zj;;@*YhGUj^lp_STKcr0{QUXXcM}G
zSxQ4c^M=R6*^r?5NH}nxnoK3nD2afi4O#!*W(wSQuKyzMxdRFCuly|QC<N-hG(Ma>
zvN!_OqW(&_DWL*v6Ix~EM(2W|lLP!6tE4x$UyT2LH015`!eC?0A$i8Yp!@xsF68b}
z?*{Vumtm(TOZGDPeSF%bK-LF<8jXd6KQ{TJ-Vd+R(|w`n;c<|E&VHYd1{2BMH-ndx
zyD#FF4#JL?=tr!U?_H+7<tNC0quslFx2YGl!cP@>@bY5Rh3?IFroc`VR}#8K&Jb>z
z)RhmAas56?iSf{H#l45t$ZO>8_VF<JPd{5b!K_2F8x)+Zhk&$X%csIYajqm{SwO>u
zn}FQ+c_&l9!=!-KRQ)f=&u~qNY)G?xW&#|z->IBTzOOU_(vrCN|D#`KA_6*C9j4R5
z5NTa<_Y0+Sgxg^w>KQoDUYGw31oWZ@UY9u@L0<hf9O$gQm%Kj@5g?Tx#v^xsHn!j-
z1R5b57Tayt(Lpr|E)9bT-50hbcOUbdC*1VLy^#o1R|TiYPx2w6Slag{L%+|16Jrb;
zttl`+W@4`Inc!V=_oa)$Q($P@gn-pl#~%x~ZK5wS(42NolDi*&y*0&O`$2e#p!-X`
z@4gB9L%E93Rl#@Ur{*BeFKEB@ROnag0j{f*3BpZ02ah2hU3Dxb=L?=e?=B5}L_@2%
zU(nukn*0{e89PzG<TN;5hmC92j;kekwGjyD@oY%&4teMg_ev$~qQL!Wy$ixk4l=4C
z2P5b>Y&sl|o&*OP=s4j<|G+lr>zU&!>fh}SeceA?Gx}!kY{CQ`>7d+Oa4;OlMp?fw
zG=O~FTo{U_{wL(_k5@fA19oC~;;Q<qgquJM_2$Y_4_gk1!0u?ABfOt!=w3>|y3{&;
z<ZU?Ue+fC(VWP2c<G_8#_GRk-&)2fi3FcCe7q<^2F|KSg;b84M$Z-$y`s4?3Uf}5(
zdlC5oK3t^3#6z<XP^TRMYvEir7)qQKj~pMvN-k?5*HaRh?wyOf2hG`Z@=K-t%ndTd
zxIY=vbT-lrldpYzC{xU0%!yui`12y)f!zHBd}HCJ#9I9wu$omF;85zH;j;s}mpn*5
zB|i#A+hD#qu%G#{<u7EtbDKbc`vC74^64vJC^ig{ZYFofw>!d3pfg_c6E{i*mwkz<
zU(JADpNjx?eh7O>%=jsC_bH3}<nHfp*P91F|ML#7wbYKh*;CeU(9>P_%OWr}7W&wz
z=dC6`#}l6X4Co#W<zna4nWnrC$ERiltfnqp+Xy%IhjQJArX|gH2@_N*jgpwpk~qQy
zx4FI2sw*Z6#*q6}z+vR>R5p{m%PT0+q0GQnhMVDI6W8S02D&YPgNN23K}#lBFWgjJ
zz6uCbOX4W?-Iqyjkh?$49+d|Bx#Tfc+kJK2){BBN<KbA>Rq4Ww<8xtfECaf|ex-iJ
z1n6sTEwc~~jyY!rQ_275T@MT&M?_#8%;Vv(-rBmy1n!5^qZh$}`_Z2<<ZbFApf)VI
zbL8%OKL0L~6{T_Pbw<t(g&{?mci|wKvwbWLy(Zk~_hc39C!b56a~$k=ETQeRlge$H
zY&Pt5iTrl(1`?=)Cl<r;%U8g)NT-v#Pt1Hpo=_h-);5uC3G7t58fvGhaFYT38Lyx^
z?!g4^fV4)qnNspO`@PSo@2))W(m~=s0h?33S6^u<0&>1|7xdaw;C_c;Ho5zdz+v)J
zyjP>$@*??;O(==#C~2?qdvNT2mZY!ne4amOb9i)OIhJ-~rdcC0Q%YTnp!5cl|43VF
z_|To!PKjmk(eJ*0e6tLy?&ohJmP77-O?M`_`<TFH@|gFL7hN)it$>|0uCBGVJCT3$
zvyJzKtQ}kr3fyN%rjfg!_c~2pf@ft-nemD%;do3n|I`+FQQ!SB;ZH<v3hd%36qru8
zXPC}?MKSv-=wB)1CvBA-Uz25is{FUchjox)9gzmV55Mk>za`|AD*9))hBpfvGtrOR
zCU#m>@H?CT-kao4mH!5lS+V-?P;d?Wo?3x8TQh$vg_|+`sp9aj75g{2`@;pp*FxX@
zN!k76t5O5T@`G0<^L>B>?vGo<k)MA9j&<R*TDU3DfuCAKSzmztlluIL@~q`Sy>-wJ
z{b2$bUE7Ml<ZM!JIH+afl4}8ZkxZ0?PCn<!-M7<9u7`uTeF2;Pxoq}7UZQYgztaS8
zwbR@1Cqyu6G#qP{uA-qTqmf_%?0B2W*N*c0?~tl%|2)!-<Y~wH4RF+g+XcN9dX4<>
zAIONVCjuWrKX)0}d5eBll1DHuEsz`J{MC>L4~P`s2t)4k7;lifA97nlp3J3Z6di9T
zPaleaYOn<Fkl$t#K--h$%;1ku<hwpbN$Hw0O}HuYzjDBkHrDUSYoz$cKamo2AB}07
zj&xz%vuj%$K<<8DX28eLcRx<Jn7mL|_}AGwZWH3&C)*Oag5DtJyoCr%!2S4CwK|?c
z9yS>njHUi@^8a~t(n_K>V=mgrhnn<m{FB0s{iEDhp+KbZ523*AzSqdV-G&_K9{h<d
z$iccB2&i@#A{rswIB0YkZA|x1>&e{*>VFen>M@x$J?GZazeZsA4L|KusiJhQ3$zMf
z+X_eSYjs7pA+Y+12%r+%P7UEEuoc`#Y017xesc^m@-*_{?I!1^I)hnH_P(?ohTNY%
zOcrj&A@@hV-XqUF6At#!!58F{CLvJWbN@p7p=(j8B5wyAOr4DcnuChMP0o(@M-}NQ
z>TvQx^T4&_4${tyUa&Kn0iC0MN!|<@M*i$4V&AO3bMAwoWC{)#fpGV?(=*6<Gb8I>
zMqnqa)Y)@)5^n4`KU3}nsb5VRaTVjU2punF0{5MS5ud`)`9%NfZkg+fZ}b!PNZWBg
zjkk3d^xPkgI!W$+wfWKA(04zq-H_b<k%Yd&O;g~xc7d$#CGKW|6W9FAJ@OE?dr#ux
z9yoG;PvVi!z!Mju2DCd@C*Q+uMGqEGvTzf?{qF*ntRtUCef}mv&`Y4;BMJr;f`hB%
zH_6?fbS=CW0Zo&866Vr2_X_!jrr<Sb=Tq`R97eDdl}3G!0{4?F@t?y%Ilk1clVvk<
z_e=Uy$QNEmqt?d0pWJ;*?XK`h^ANWCwVWFJ;J8_>(44g-zsD+22g}J5Q~ij~rApo3
zFB-ES_DT<gJ)Hvfl2@w$?z5!wAAtU;O5o$kJCUEqaYxqOq*>%;(EEd)KE`>Rf-TN~
zSN;pMjWR<}QlHa7L*b?u4r2yKlW!o;;7PmI#D8dK$Krt1ylMaSTki{x4eLJLAGS|A
z-gi5Z30-O2I|$$I6QudSgm3dHB6F#a&ce+kkm5`Z!>RB7%<M|xrrq;?vE0kgX6<>W
zm>@YdV1Z6cc@Dv``%Ax7$lV_g8bt1%+%6Dq9JlCz3>>gt{KfmjV}ogLp%64vCuk#d
zfcLy><S{(`)$Ll@!-%ob9@x=i>Vf3$+r|Zsm{=Z>!w;KRzrlg<{J~wZNZj8B=6P>h
zrT@D<|4_JT1wUsXBf1SgPu`&$>{OziUSA>OCu>1}P#6TG$>-;{Jm|g4#py;77zf9B
z=&qa33*__I1hjwEJPQ49$HK8LKt_|#ybZ^yzn<K_kt4Ch+jwN8$@?`7%{zw#MVW&d
z!c7}H#-)-@GVO$$Dy>xk`nouMm3G`8=>3?y2#>NgpuY__)2I8|d9`B*sP22nSu6ue
z7H%BJ6@g=IH%qDSetGFMdFU6-WK8~s85qpRoC?!HeG!-{7@HYdbaTm1#~~m+6FN*@
S?)v1}2gA3{KA5BY@&5<%C5A@;

delta 117943
zcmaHU2Yk)f`+v@fh?#*5AzV9VLamrFLhM+rEml!0X6+jyBqD^5IJWRLVu#=oTrpz{
zYOfgOrj%5xMl1f$bI$pUoAmeZ>s9x2p80;Bv(INF^`KAcL7(`HLP38zI^cgne=fam
zE%xFg<)s%NTgqQ$2f1G&#A~hN*<}Tut$JNDb!Wc7C$Bdp%t={E8y2ROUnw_=w((go
zD~QW)<NrE1Om%i}DDP0zVb3_Fj*AtfQr^3aFIV79ONWs3lM!c9Mg_PLa#opHyCwX4
zqV{9>cYU2k@bA4k;|iVyshD)zhPF!A@8)_&eed895*HQz<=ZzaT1VEzKb5TSO!Pu8
zrEpz;=glz=4%X^tl@@j9l##lhs}m4B1$u6v7ZP(DwF*%sv#u9i^FjGsx3c@!kDz4&
zgD2eJADe5i5>U^h2-m-g(kI&}UF-cs@BF14uUENFpuKd5)(#FWV$Oj5P_!Qxhi+0k
z>e^p}6_5Hm-TVE`!8`neAkuB8TPfG;U!k)<D2WZK((WIWOAQu!rvK&O@Y*pX<}_GS
z1*^7HMl~GSRz~xxiW*J$S1p=PU%_;2R47oaU8SH^6O7OWuYFZY1vYFiMMemb*r*X8
z5pymi=8o;A4{@*#l>89QM6zz8H~NZ;LW*_hS!G?IzgddEtIVMp&GkWZEhYb&;Dd6S
zZZ7j*ZY~2UaS6z<4wv$mf;cOav*J)9btY%=I;jn<5;TCTbZFF0#ZV<LhGiuU7@Rc>
z*=SZY25*7EA%|l?hIO9A;3zP-aaJ5kq^{I4jBLR%09PsA_<MJ$)2$NbA>9__u1s$n
ztS0;4iZVN+!M;fLaBoAh9|}HXCkUMhWWRsmDL@J)yI>Rls?tehUUP4~41o@*s0?aS
zyu&0kAX`QssoE&7>K0U0tKCOK5~?Gq{zW;_#H;b01{_d0GU5`#5Lco!`?V=&MQ~Oe
zN~8*~yt;-oSKOPHF)eJ)g_4C(A_{Hd`dp||bEQkuIJGXHl+Tl~_MV0iPY6C_EE~;<
zjAeYv8}N#}h6ox`1D>K8N<%}<g{1{(DK095Lrvfu!T7E|XJm3l9P*8U-fya`ZdS%b
znsFhwZ<we!2lz?dq6fORsdBejtlD6Dl@kr7O;Kf1^H%vm>_pO8<#_Y0FbEC}nhO6u
z3aU(ZG*Fyc3_wzg%CtfQWl@X1P_VVAKsVJ_ini=oLDoa7-_T{x#E`g7@lf@>csu9m
ztyW)&YS|5x?zS}1gY{Crv@Dv>+^Zk}jX9q5H>U7lBL2ii;g8mDS3w67185o-;sfZ8
zcOpBSl5T7M44p=0%3^>hX3JtZQFQo-KGJQ)M9~e4rJ(F6$|lMF>nXPt@KM>=*4G>a
zRBM5AVjg(<0$IVCXyw;mxmc*w+A6fdWRZztxGYACVuUPC6UBI0{7DoOWwEa)CS%bI
zo;pG~J?bz71G9re*1aMSy3CQ<rv^e-h8)FmDbc$x7B)1o=7J9?O5;v=4nyDa93lmJ
zw}>$N`L}OTX|Bt020(@xL#+YCc@JFY_5KgfFQMz^^4t|YtE28Y!53NMZtwq|7k^@2
zD}~WYN3+a)glZ-#Ll0mnT7oWu0d$dqwG9CX(RAAws9?lz&Bx_4(L!9$Olwc6^Wr;B
z&*t<vWTy_{tgAf#2kRg^L9n9&P)hW~6{6vA2BgVZ6uEgQeiGH_@JV_Lm)?FB-rP7n
z4%w-R(i>=naA#2_sb$6q9j{|}7kVyq1B5OLrS8>riwfN!!9}6e^E&rkZ60N);G$3}
zNyl2}malVeg5X94sX?04ZTm$WoC5$Wh$43a#S)^3&akOCi6SDy;@_DVe3Y9kz7j<T
zS-dNXVOYfa@aAyRZ9j-O!hw$QBR@4nhw3MwA{%UrKF?cLLE)S;!1;88c_@w&#R%2g
zc<Jpok(YQ*k3)9q0?nD(b~J$3zF<e0)WoFQ)(U%^0p^Pu%tJBf2}hTxdRr>J%@W>{
zg*RlUuGGBQI&)`HX;LdBPTAe5h&fB>WC$H(rv9Sq6c+#mH_AZ=_?Ljd8GvY*D016S
z{9Y6}5Gb}a;DusCQOrb_W~`g{62C<t%obRXpZZb967A31n8RmLqfmKVP&Ba$A`Caq
zj6)gYf~pf&O%U9u2tABiW`Tus0NRGfJhR*f6yrrv_(`|T5k(FhxD!OtBmr4n&WmyG
z4*@hlU_o}OH)rwAaH<v$BS>hOGa(KxDdOlaQV=S1Q7E;%uDgKiCJ1g+ydK900fjRF
z*}X?R4DJJp7e!IHNw*ypMFhsjpj}YT>f;2ka*g~Wi{%-Ae{sT*Q;s(61Rpv|7}^p8
zS05XX4=L8VG9zEWgF5mH(R5pVpv`+=cAa-rjGW<U!Z>p77Kw`B^f+W|BPYZ(yC%9x
z5M1NHIZ#B$86cPOkf(xMhvG?5j8~nR)sZtucuN%CkZ&A0-MP1@WT^&q#sx*4?GmbK
zLKS6<1Ly4;JRcc?i$cbM(|lO4GX)!^j3ei2&P@<pedJ8H%@A>L288wI0gsY9f#M@k
zL}xfsUKK?|hQ$-2n21GO10;)byku__#cV7ZM^2N-frHoyB0DumZ<>Ep=k+1DQ5k%7
z#0SnB!W?ISvsMP{P&C&SWxjt!Z|caIBJyG~>^t?5(>70d6Wk~_y(0`0<~Re)-@cDQ
z$lY<eEnO4?xKVJnG~Fz^Y#ZS%NO(iOapd&k-sB#*C-zt_C~AMdPz@8Rp{QyYKp$4)
zX%XBgv1sIJIewobGjk3gttHB+k9Aa56osF3o0}+d;J_uK7>>f2G<D>O5I`e1Jr3E%
zk*6!i5*07CAdHAFW^~8Lr8h!1QRt$Oapdt7aR_cyqMq=N_jnwf0mw#(BKHBs-lE6>
zL9x9kA}|cH@x5>LuzHduBI{3byhs&D(*zb|r%uqDT5MINQ;$;S$^vkv5XwNIxw=qj
zRi1dkjY`%5*A^H!12Am5%kiT+LQ+JLdxqjXQRD!jI2nqsD_f($%?Wc*zM&4b)<Cgl
z*9wBAPP*;R{cqn+e1rdNk8X3T*&JJ^OymCOdp{0Lu%beBV5@{L&H!VDM3EnrU>&R5
z_81;ml$-e<bP<Pq<G#I*Fz?2>QDM6I#=;(Ffcaf_I70O#W}PUSxEgp<YofI979gA<
zJ9Ujna(;~X_bSTko~6vuLMl{91)-GTIAebm9<ks?h3k+M;gmDLSUyoib+r9K<dD0D
z;!9EF2%&g~7lSiV(tHUDk$itbV%OnjCihGh0SkVV91G`Lfu~)UrOiuojr#N+_ddr!
zobP=m<p-F#X21}x2YVls5__MN95_%@x7U80Z^je2Fb<pd?ZBrPFsEpnpL+liroaT;
z{0Px>n+MQv@9@`u%)QqN$+=he+z36Zd!N064||`Ckj`S}J)N01fS9~y{(@63Er5}l
z8OS6DKPywY{zHi#uYcj~BZ60HLbx7W@iIKPc)>uvc1#jjk+TvxD-I=$rw1D<DS^F8
znH%xe5S1o`l2OQTOfs|*nn(~_<Fp=pi{s%8sK`SC9;#!#ZWBfB8Hy`Kkz<5nj3Jh4
zP@XQz;Zk`NFXFf!75XpQ<9WDsQ~BD<>&LG=T+VdUnOkpiG$y3PB^Vf2OY;<D@aTGG
zSk>jlA|6*%Ca1?C+qk^wuT1Y<y6h(*<G_u^WuweyeLyR(9PC}z+)ku8NXP`hPwIAE
z=0yeWJzT&F6GB{8jPZqqc7$M{SZcDay;W$(3oZ&7mm<-~HOD0gws9>oQY3>jAiMW(
z@Z4}GP`o6H=nQM>m?#QR>9*aX7$CXpMbSYPmxv;!0(B#9n7L`5MJSIKY@Tc=4i-g|
zRPHW{ZnD@~6vJe(o+yUOVr5ZG#9~~h4C8?9U!FHf&N4$2(Z{a|1|{(S{5mT0rjpFf
z@^;jTQ=`(j<pcv`vX5vgoDqk7V{a+Vy+&nnZqE!D=`-L`$>{5BwupMl7K$igg!{A{
zhby?o3E-3f!Wn?}J5l5gpjc59(Fvy7!+;u!`9(1qxs9OwF#|)5a`?(4&d{cdDFU?{
zr^g{X^^V@a+A8t=N}HbvnE)YULK(vVP(;8NT;pW%yKu=FfM9?qqB`R3B8uEG6oU--
zpjew1<z!Jw6f#h)BwR=G!5t<J9BFe;09W&giQ`zdVdCijnMWTgA_#y6k@`T7GOH}F
z*D%ga2*TzP7sq9JCp6oh^AMxLg*wWmKGM~Tnz(v|;G$5fP3OK7#^VJSg;Grya1ARC
zS_C(da})THW?USX75tIl*$nj-B-BwZHB47m4C;`aoU1%cp`UJhCyMA3Q<o`<2oQ_c
zMKMekPl;lvET+gJB*To-J$N}J2ZvltAB7oM#;{6Momjb~+p6i3NHR)}LrFPdhw~`X
zZRH&Kv<Y^Txoh49>)ZqD>A^5P!pvu`f``zPLEh$n1+fR)z=${_hGo$uSmE`7Sv3t|
zmceEp+X;GK&onTZ#!d1}Z|1Q0O&v{}`|2Pf6{0ZQp$lm(;u>1(+tUUk3`{mKaf@1+
zhV;l!-&_-5Su%MZPJh@E;rK}p;lpL!P7KcwN0b2)*3<HQ)%~hM!it+kC>-VclDsXU
z6oymY0OqB@DO|w$B4;J=eH--a98}=(j5Ro>y5nqg93_*!P$+Y)ICC8Gw4`txqXZ7l
z032%!HU|nE!XpgvoRz>2-r}N6I*wORF=`@bV8TR|xPgRqrNrTgIADt6YH+rR+G^Eu
z951|iJ~#t#lrZ49%VUrp(`}!*yM!PN#qPFMm;uLM96PUw0K~Baao~=6rida40l@K2
z9vuAz4$c7aID^fu0tZ(G)&zlrZyaIah?YdX+`EXjMKc|v;|R@xDbjjSCgg+A=4vno
z<-u{=i|2zgz*&9+j*C15=`r2*n!8JI;G<bogpQ+|0mn;`f1Z$V5V4+<IK~PbTrG~@
zKeMlwE&>PYU^_J%Y_<|OgvWH-P=Uiu;7HVQT)H6hf%zZElgM$zBaYh=$19=D)nH&m
z?O56MdHXo;$@9S(VCIu*6RwZ(5Tb-fIAP(e1e3s#rsHUBHYnZY;5m+D#PLev2opHC
zT3j5m>~XXZI5-1*k2jdCCvXUlaMCJp@I?s>7+}dP8_4nVG9h4~tBxZBaeS0G?g?#F
z!v#hj9H|~+{6Gen`ORQ*4-bKRMAkLVN`N8Sj2*@SHo+1{eS^|P4xZ;D8*vo8h*MX(
zt((BXwcuDc5038y4$c7aAqJCG1P<X4ZgHIFOT>h5Q86YR$KG@dQgoPBIu19GuzE=x
zmqZj?3&syrjy1NAT_wc$!L6p-9vVz0@(`j-5I@h=NzO}%5IBOk1|LxU3`)m1c%F{{
zkg!&eI9dxFTnokzRJOxWN#NiN$VX3u$&#Y|MG24TwnhR+yucBr<Jfpk&qqBSM=0W`
zCvhAX%3KS^k32Zm7Z>9Pw+iQsXwocmyo|>XB|N6vQn<T>M2;gkLN*Rx1BiV*gFG4G
z2%@zF5y(OGjDQx3bo)&B3Iv=1ndo$mw?9$K?xLB1uXI~I;Xav<=fR26{f4u84!+ae
z2gh4`NZ(ejrrmHhOs!jrVd%l}X#B3h%v!Uk3~-TdOXG}$WD#_l^jb}ba|tWQhz^32
zt$n1|cEW2KtP_&$!wnE#lhODPgPAJADR@XX+d2Rv9y%cp76cn}L9ytAVhvH`prGh0
zio9Z==pu@|y+HBX8O)HpWs+{o7R7K32)Iv05qdo@-oT=^MS|ym1UpEw4~SxbEN&4+
zlPs<fMK@VoAc_vMI8_wI0cyH!q$rB}bLqA|qR3Y-IR1AKWxkApViPE4y($6~hEE@f
zZNMjpGpnXbleezZZSE*Kqp%c}H-yt|Urqx#KA%d?mZ+WsS$(D{Q_{@WP<EIm8~RBk
z=deLGNYXYNXaSNIZ=jhZZKi?dCTSxKGzUrR0W@>gZ;mR?a7k}!kPVZxszA#+p^3&z
zaxsHwgrw!10@3A~Xoe)e0<s!?nxx%4W!8zwl6b-(m?&vG(Pj(HrW<alpsJP|L>(k8
z!a&QG>Z1*`OiAm7Cf}N2FCm^X3zhmU46;FzR?|QWkhGEpnn}`}(B>M=WSAtsJqhG_
z8aYCe?*Q4XrX*YvPor#aO*T`KcL7-y&5*Q}23ne=%`?!FB`w@QOO&*Jl4iye#&}5#
z0b<r;qGrTFo^sbV=x0k&UldKzL`_mOzd_VZ(%z?mXtX98Cdm(g{MykhlP`(soG55P
zl9pni1xVTkv{_HHnJCH82GMv)n`EFxNLrXigYhR^5<8;JXMAgkNy(JtdYUXe-yvz`
z474;!D{7!6OWNlXU~-9OGFy_L0r~X|9;G?T?H|#WuOczm6OXA#>n>9y<+d8+f+TI3
zffgWXvkf$pr2VAR#JJYm8z@<)@hqD^Y8fU4Tb@vo$9kBn>+(^_lI3NfB}$s3ffg@m
z@2q+}5t8=6Kns_&bf9J3(yB6E9w{XQS?e4TlDO8WFKN*RT9BkoGSC7fEzCf3khG2l
zTDHW~P^X#22`mgW6?I}%h7@!&&`i?czsL2U-6YLspoK}=F9uquq@@8Z>#EjR694^X
z=7ZdJq+2w4wiI7xFp()~vkkNiN&Cq_OOv$k4YXuQYl$@3)&jorHfgriG6<Rk(dJ{I
zxk*}n1I<Cw-XGI)AsX9L1A(8XWdI?okv8`wO2s3poEgU^N!+3maeX0aOAWMeNt<P$
zg-O~-11(h2dIHTbp`}T3GhH+|4F;!l+t=eD*jJl+GNhoVQ4r;BfgBDSlK=NnP^+k^
zWlQoCAj@7ZmYwT`nnR8l1x}#a?{fGb0{5aNJt?=|aG__C{AkoWq)i(Ek~}`QT7Xas
zlKiemm5mcTdN;}~_8FpsV8W!B4_Xh=tcOdoV{WxmLM=k_pQkFW6FtnAQ**@}E5s6|
z*e>8_-PcBdWJylQt=2=RrAhu|RQsQ%mLbUla;uqrg<hr<Xoh;DHN9*}u992tB}4}~
zaQG%_#u?T0DaTEcvybEoZm&=?Nq)wWv7iU{;^YV$An8YP>rEAUL6W};_*v<iTBsz?
z&8^l#sD(-X;3G=>BoA|k++u~e81AIt;Q?e0<O9Cgk@)78eh9I`(l-&M9gtaDNb{Y<
zyTf|KTw;%qPDAM%oXKbPSnZh9s%vQ5j2#AAkn9{Q476mqK%Q%$B}&>@11(<C`WR>t
zW=U*gAcjj?9Rn>)(#jZUp^{d}Kns$zzb(8;1jynmD5_JoNz!g2%`E3}H%UBU5Ok2V
zod%k^QDFv}x?71f(D;@GvOLZ}Q@1UBfff>Tmsgn!*0#+5oHM<Yy;DjT8Y8!hS1d}o
zpNj|j@k;CYE+jViu63g1rJ#+t;CE=m0`X_9#BLHBoMD|KCFTh2htMeCOjT&Byx|7z
zQK;Qf)sB+d^@Mi3QCsDeGH91YZ3k6*k<`vQgviaUjoK?E@7f_9IaWc|0qi<5lww8=
zpgUlE>kJwjQDd&!*+l$th)3jeFzWNoAY`ULylJDeLX0eUf<@<GFVmFZxp19R!k$w}
z=X^P=Bu%YQP^&7%^mB=Zevk|;*BfNKDF=}#YYHOykDB7j57D?<QL6HAgYqa;&RbEa
z92jp@-XlGiGANft<-GNDK-7~_`-ECg2Xx#w!IFJF88x(eGH7f>jokHwcw{}HzOkNk
zR)~=W^`vuZ*>jrfoD%k&N;>DuAth;g^|n{`qrX#d&*u|#5}Uk1<ArjuJ@4isXQv<;
zZsmYvstAssBCp)9_{?Zt<!5BaoQ@5C6EY+NyPQ1!83=UOLk_OiG-$K$la+`WC24~c
zWz7s<nsiV}oe|)9I~i_tB{>dtuwHi>>Tn{hdXR%{?!IL+50q%K4_yX-3UNvVhuG+=
z?NiRr>`v?LQ+#K6)9MFO8q9Jcwd?Lx5n~Yi-0=@keeHwE<blD%ttcbXTrWi#GdqC(
zZ=bSZws*npm;`Wgfeq?Ly_+C#m<D#EG%BCR;%O`r7@P3!nUF|EY>k6$6HBT>>-Q-o
z%(a^A;f~U6tNEmG>U9~&<$0mSk*()RhsQDmA2?u_b6)IIX2Sy`cXx6?-0_=Thy!W}
z925LeWg~YfPs|>TJ91fWU*&u@L=H4Kuj8@s%UL3!cS9o2G-OXF(~?U3?4qT2A{7J|
z{Hr?qq-HTWWqbt5@AP=fw{I8N_3gA2vj)@r%F6lkX`L;KX+a;y+nc|!a*S40wl1jQ
zI9n~`EJ&j5w=nno)LTi5HdRaB1b3ciy)ggmkD*v$WaQP^JBf#CvqG5@&Tml)#Z;<O
zPNl1Y@c;ndjR<}bnb|z@d_*+mc2u?TTa-aDwd$PQCe6W0kDCklZ#C7b`xfP7jETP6
ztUQmYQ@pXN4U1l`y<@ZDx6qfyZU!lDW#GaBbmV4b<U$i|yIF}{Xet`~KLo`S``gx(
z!wYi=y}w@BlirukTCaG-)%E&eGYViUTB$eTWr<2yoIiEntSpTiLf5Y23eDFk-51yM
z^5zzEDRkeUY*_41Z){RB7T2gz0x}5(`AVi&qH3QPS8aqML2X`al&JVEsX!+uDxH>8
z^FFc`Wnm)|8+=#?Q+&O$WJzFazxD9E*WK535o}!WHEayOZa{e+Tq@e-9NstnS*LLl
zkrR2QSKt1p<CWxjUf;)@j}C?xD8+s$Yz=Vn<}Y*^n5|KZj~ISHZ|!<$m?r4VeQAf4
zAqW-XkY=*hE7RirOkKb&VB~#Ta+>H!o+c_M<98Nvyws9cU6Iwwl%=7x%oOGP(qLMA
zt>U^Y(Q6Py33G`R45wKONXa*A6xWMh%A;jP+BkE(!B!0a5@0xt&Fgh-*F(W4URM_h
zNJHL})!MR22(Rb4<++-;Uh!AFgEvm9;L!9HG^E)z!CN9~9YV1DZ7%R0D!sQ5F1gv$
ziya(dorZ&EWEzQa8Zb#&q|~PaRx1N9*HE&RvL-dSk?h;I*x<y-Pla3;tOXx2X(6%s
z&L&+-@n8PM(d*Sp?q@xZa;o$*VTBU3vXV<|0`h{_Bc3iynYc38954?2*}z{FxNtqx
ze?!dOEbNYkcs)Q%-ShEKepvx#MBCVo-gw*KG5D-NO`eG*_8bSDGugmV8mw|@+t)w<
zWS0{(BQ5MXbC>H#cn~dgB%UjkMXOS%+hwK2>Ydc#vhsFy1)A@&QhZGXTJUm8!!?&F
zT@<I}UtfkcS*%oE-=T>)4y+Y(wf1}kE%dG!gGT`kN;VkU&rjZ<&LBLX&?Q>bAC|#L
zU0%7izPM-5>y{3wtzp2iI%L3;7DeD6+v+&w)B1*j)mCHqBCBJZ(q==0YJV;UTe1}o
zhikiL{XH^868~AMT)1C0<=lorj&x+SQuTlLsqaF?X|tc!(mO0r8f?Bz9TzFCTPg?6
zh(Wsv;n>;Wfdby=_}nsqGom;HQmjOC0d=$1W1%v3%V3|NSfuJV=mG#SHkI?y%5Ph0
zyWCoUY_aWM6{A$$n(g~h_zMvJ(44iGRGPU!slTn3`=a^W6PEx}ouZY=+h+Ut8gW8@
zh?YuQ<|{>$s`ow|#g$aF(}d%A#ByamG!8YiblYN(gcb{ryZ}->_EdEy14G^0sA1M#
zpe#+Q5Y|LziD3Q#jITq5zAEdb3q`5mZ=#%^p}D`Gr#n#{@0qWZ*j}ON5n#zm91xw-
zdizV_^%6`%dSf7m@z!J+@%Tuk#ZEt$1#^)X9D^Ztn5PV~nH09Oc=0wsR=XbOIn7g!
z@ARP;qEhbd%undac_~kKCDHm`sIGUzXtUOXzRt1ZjMX{M=O`!kdeaMYQts_VQxVG3
z<QDX;S*f@$kPexx4BS_mdYF}2`@Cw^m<~o_-9jRN^A3qE7DD(uuwW)U&zt5t?>6Qh
zo@|om5TRz})V`+lZiYhkm!$VIl+yc~_^+IS;Y9^VnHW(t$>MZTR4p`~r7YM#$lMU@
zgN~aN`V1JLruS<#9U&RXC?~p0)NH)OW)LKqr$I|?2CDbH2AT?Cje#a`<b${8W-6mn
zD%V&7@KhTrnhqc@oo3I1%Q<HXKu7P}pA9NNiz^u^&h*I7%Dt5PwCObE;DPc*OHR||
ztuvL*sh-N019fSgpOt`vL%nA5_<LT429RORmJP#snzHj?1()(uK`}1)GB%8t)0Bq?
z{XGJ%w{-Z1vucvHJkJKKS0^i`LnUe*n+*GlW@6u&WbG%JTaoIgQVU3G{A4Bj&l0Vt
zBNJYmci{F4N#;<bzEr72CABkBGgN9pNo_b;Nj>yKy@5Y-puB0^oB|o^6%yM&Q-%H%
z<ByXex<LRK&*-0(HkJw%7l5=X*8#$PU4@Uz7ZH&dm4{7I;w%-1G)J@IXhI|;2YrgF
zzsVDfiw2IM1lkmwBlesx5QLqPBf62r)1YdqDoqbh@#@d>-t!3<%(Q0Q6o74$m7q@^
z%9Fz`E{<RZcuz2n^eM_ehj)05;u(-C-oFTyzbA2(fgfF5+$ZTOw<asUAMtMYdZG@7
zo7#b91#UCPr7eTfa*LXE(H=ho?oM8lc_Mq>=9ouF01gPCf=ek-2Rfe&o=j54e~R~7
z$3u|fNmATzBFDSosEbRh3A&2&B<1K)|91I-q$ZD>I*Von-qjqBhWEkvT%xOW(Q%WN
zlb@?8{g2h5wI?e}k9DM{C#5_&)}OX|4KS?mYA&`9zW%b!9nDc}!$cnfo6w53iAM!s
zRV@~j&By5?t-=-aiSpiMVK|n!{sJZ2H57?FGnKVCOuUqg6OC!qC}sRtZ>3UNJDT&0
z5}sC)l3Pk_TKQI|$DlRsQI5Kz7|Q3;bXz4+RHq3~EJ8aCi3{}xC7cATj<=NTG*2{F
z;AC0fc3eT6Tps7KXmiw_(MnQI&5AR=qQl@sh%DZk|Ca0<M>!E5#_W`sTKJZdaI$RW
zV<Hv2fd`1|L`+LXaUGA>-lLWKC%-qRjnc9or9$6jpsDy*BCW5OIwDYifk6nPLE1#5
z)fYnC`CwfLV1q<g0|8-_w*_gG*r<lmP7R>RO1VB(xqj*d4H&B|I~`5uk6{sn^iaaj
zq|kMvSqvq<O3SnU)PFR)LrEXy%GvX@`Y45+8%8((q~x62LthNx`=$j$l)~pbd$k>j
zhI8$k<_=TB&-+s{QrUQZyS84cHCX9!VY8R_a7?e<3z%fi|2Gu&0u@}WLy#wy_FyFF
zVpVDx0y~Jh%7%-hy_|kDXsWx2c;Le>BJffX^UlG#_PC+yE}|dbMSL%En1(5f1Ua=U
z@hwM75SH2TLLd5c-Yd7LmoEBd7>Gi{#w}RSkeFYUGncA*RX}3yy~duwO1{gz>FGhR
zq3ED(Caw;Un~9>X3+BU{Ibt&raw`QMiF72+DHk(d5U;@?1orIr6u<X{J%yL@@P>;^
z{=Uc;`-+SGlutLp8%Foh!{be)Z9k9^BSmR6r-v8U7rQ%OW77dj;!W@Rw*Gbky>)@B
z_MGNA=Rkku?M?6DtL+5}>jDw>oIm<#UVpUbZ0oH<=evv_F+2gVF^bA@q@*(c7lod`
zl~U@K8=;49DK&4`$BoCZ+m&(S5eGj7FDnOc*Q05-lsC5<f=Ei`JCCVn8txhL!A)z!
zo?&V?#pixQ!E)AEe9us=n=;~lgKF2igKN2G2!?CBJwsh&3W)c<Pq}cvMn1Zxqw?|b
zecGk7a`TD4UzpWFamxJL{cI;Rrj0}|J1Rw<4))p91*v=k;D#fax&f%xNr`@1yL*F<
z906~>|A2w4>Ue)pzr~c^0r*WpvAHXQhr1_z2XMJ?8Qrc4?H;}-2Dz=^_SsK97iF>F
zI%!`#1(*tJ$oOa8G^B%a^o6gI{>+7z>Y&_tmhIb)qfZFHaRt_TXj0vFTy3wscwWo>
zaXZf9642Q;bWke1nC&x;2OzgchHb~kcHp6Ua3P_j4ttl{b2xlhE!*BM(##OP81=wK
z6<=?vI_V)w^<OKSHvnJl+&lvVz*g33KCj{O6tjSXz|Xnm>Vw?t$-<@zz8eY+GIW?0
zNC*`|>Ofvow-gmnOPbGufb2Fb1q@Ou<TLG*oL?&xz19{X@m@HoLrSfeuwnTZq@g+3
zZ&((zfenjK>3#5Q9`C|DJ?nybs`wUVP+Qo(eCOW}NNNf=y%ac52|Oo1wb6RulMv<J
z&g#lr+XH&1t@3nNmlU7h3eeKC(X2jDylbf`3=LMAz44~)gHw9FaU!%;Yh~c?3w^4z
zLKq2Qyj=uGSRcrSwKqsfd*`c|-nzJ-YK|h>>>k-dY5ukq9nead_qJB)tH6wjf~db`
zMPgm)a;;k`SKrp}a}3fAjXDDB&IBzzB<3Xe8zKB9hu}Mt*Tk}=n`TOtPi_WhpvTcT
zah-QXn1__`c5tADGT>cPpSyDH-z84EflqdTL@Ml}4!*1J?*tYMnEplpu<?>MUWuY=
zGO4-ZlRd#a6sR)mTF|EE=#^LX2Mma}V4gGx%TZ_ERhc5-lK)}K$v{(q{Lw^r>7l~e
zjo5|Hxj~BQ4{zrYVBOZLnbQ1^%CveT*enGqiGOUQdmAgQ-j^>L+gOtiXs&ITHV5(z
z(_0>Dt_{<)#(cxHyb&nM4O6cse8cn!nnA7&Q|pF&!&D2FCV4kZ-bl@}VWJKBhUrZM
zVCLB{-9~Dj4O1FY^K6*l`%kHdS}TkGDqin;AP1X)?I{?p?Ke%`A(7Dk#J*77G(8UF
zo2JizQ4RArgq(NNbf-SwH0=XHwcGJsWH=^B)I=~k;Qfmun2$CEr@B37bZ#Tnbt4W<
zv`y1Bp8H&zrald|P19t^2Y`Np;RXisP17Tufn1xW5e>9WQ)GQzrENppG==mBk{S^=
zRa(dW2b$v%WulWhxkdj#1R}(9%Ek}Xl%G>8dc8vZxLo_D3HABDDXt#(&o?_=8}NOT
zt5ICtH?6Lx?VAqP)m5g|=liCqKvE%dQw=aIfujgVukD*U<rXcXi#}}t`=);Me+^*I
z<f}CK;!o=}P@WvCn6mUs;D7C%{(^}B^3C^7ejHVvz0<zhy2!ygxOXbHw2p@DM^Li0
zsH3#_T8oye1skS8zBzKE=xs(tF{X&8<x^qD^X_Z;z5`+6QaMlu8UDPejt(b95jsC4
z0KSQY#XK7*u{@}WXID7dif7@`{^*>tzQ1w{Vod5Stc6Q!?fqd#)yPZTL=~9L4QQLF
z&pBl)_Y&H?!Cw~nNkkxN;yNC$57bhcef!?r4@m0RslpF2(9{^}BF(sos$dXOp}8W>
zxQWWCsaX%^2!1yZ5Jq|1Lye+uqRs<Nwwy7wVG~s&VGvR1<$#30Ni;1VV1bR4GogY0
zxQpsYFV(WZ4yrt%={4Cuj${}OstNn2ifn#9QiF#6$qwWrJ?P3BtdJA&#d1|A;!i(S
z=6CMcp0l(Fy-}G(IFZtH<wLd}nMn`XH78Pr9(u^$;qS?Z%r!s!K7Ppj@%P<B)&+mb
zBQ_3yi#%dW@Ynkh+l#-IAF*rsNh!Lu8hewUR4Ce_(zkCNV|Z_!Ukz^J6lea<q@>sR
zs#tY$Tv+)~G>Gn1*g$9E>p!V7uh%D7R}KC2>zPKSB&p<Fh3!NoKZDYnD!NjDQR$FW
zI$D{11SRuBK&Osai3X(?+^d9lQYww(9^jQ|e%qM$^CDTej0oo8#T#t(FxXmYwDnlp
zs=#eAr2r}E-`b#9z@XUCsQ6AQ-l@bM6o7C)Rn(CmGlcG7R3eW=Vq+_@Dg`0jT?VCa
zgVF)+RfbzcDmCY@?81HcN)I>8V5_3R)(E35Z)xjKF3e6Bgm6n36z>{BFKtw;EETs^
zWQ7X>^79q+a2J76)*f|jE|Q-Fe02oo?PfSy79(&IG^|e=vvP|z(M8?uMZ2k@X0?&H
z>#{E~Xx(fTRaO;!iE#=9N9{%bEuRbQQC&3NUi7*UHFG~tutUV_vcv3Ux8^oGOc!lr
zFFGT)Xd_+J)m}6dMO({bS&qO}mwmz0p-pa;a+`etNs&1?Qpu84nAD*(ssi(MA$@S9
zndU;8;Yf1?e_^EgjK46_1iHd6j5O2m7e<;R_zNS=XZ(ecCeRIjVWgSnMq1GqCT4Xb
z-t{k<)cQ!nJT=B|U5NB2+jGk4oE0Wk#GQDTo@p=fyRW7@*u;WBqJD_I#1UPhmOW>K
z&M9GHi`_|099xgO17e8yEB->nO^d-VL_7<BA>!ls3lV?CUx>JAarlLZXW=hId>nrv
z;;+R?tI}b<c9CAkZ!d^Q+xW76B_N&}_7dxKiDJGi9wh32Ds5+Dq%QH;p3_C=oGHy7
zqwWrSiBh^mygi5LoGGPQ4G+?So-W14d60@dAC*G?_^p}v9K7Pg=?G7_ghdBZ;Nu)R
z!|bIqun&|(74hb-6bI@>PiFHVo7{gC!a^NB@8HeWcoILqnm|^kdzE*@8x8TTlGO(;
z=bSlAlqaXW81*8>>5LN0%Zmgw$|`|U@O+Nb&)MZ2tbt-|5*xus2nF7E!zOnP?ytaI
zk(FwByeFIE1#@CoPqxvE_|RWVT8?|cG*0_^v9>-W*=>~@K<cOt7==BVb17233<G!S
z>CY3iJD>aKDEoS{wxvjOM|fC3Ir&Q|%jQyK5$T*+96`wOJ5&yxque<%J~#cYKE*Dl
zD)ejY(p`#Sgxo{L5^T0FSzGJ23zFbgdE_jc!(@EUfn#}slB%l=>FOsp7E*?kqdymC
zqu{s9P}f}cD<BqO|5GuxqYP>3)tVdPwQn^&7V}hw%QrTsIq{@bTv(~Hq&D4Llyxpk
z%J^>Pu_W+&f}+J(!=+ADR~A#2G^gIh*hNt3_MxceTQ)8D)*;}L?&otPcu1qRfingL
z?f^0#p)2%sXPr!>A&o7{7MMr~tzDE|H<42LN`M;cO5vHQ!sSTe25x^s2>4_{TxbFK
zg{<@Mbhj#^)+O@5@+O{Ep6MT;7Ff9&qy+2ooa8SfEqn@zOe=tr(?At0eZuShE^N+O
zT7nePR&GVbwMRiI-J=kDcZ7PfjMAj2%kS88P&M5l{;!to<QG!D=y9DE`WI_fo|H8A
zh7fQD<In)^6C2#)`IcH5KKX8qhp)*a<yVkt2VYHx%b(y<F6CSyKX@G7qDS|T$Tw~w
zF|%yqlkEBPnCylokDUgSq0;0sX|fpD^wMn}gUqneA4oM;tOA+mI~^^-Hxc<*AezZ}
zS>@jfv6Kp=saFse5xh*vyIfE<p$Y|A*@~oXw}l1u_Mld8o5C14uY^))17}zH9RPUv
z(x9NWkzWgG3cnSx9Ii-?Qm=I&2R-2$^o&fa3eC@%Ev!N+)5HR7e-+Z8vU7gTyLj;G
zoU>+W4H}3%69TuDH`auztK>&UdzlMxt2gbe7Rt|({J`p5XO`hdN|teU(yiXa_Hho}
z$bi-qV9r&^Qfhj_R#%1j_KY*TT9uTm5%dO5rSHNBB~GPFK7q$o;;2@+E#XpD?gD2^
zscNJtoOx5$r#ji_wuQjC88#C>mi*voDO>|LAz@EgiJD|5z3#|P)+FU>N1%uL@VcqN
z!|I$IY>DvZZ;)FEd@^j_bvPM2VS;~b{yD6{L{gU3sYQOE3%;?~TBK#s$gepnjPsP;
zuSLet#3!tsKWXB7>E9d}7LO#OmwxtMvj1h9{K;@fFNbfIA_2sM(#$883Ux?*;$;DY
zP)iobXNFcwE&pNR-w_i{`<E^Ij?8b7i8lAz+Z_4{6#23%12cT^GkBLnrUeO;{y{!(
zL+!q@rVU7GHn}c2L`|8Nn)OI+;<f(^_k6<6bJI_3a(z;s9{J2x)h9z*n0^P(&+I)%
ze6aI;{cqj#3G^J#k#Wz%zM$tJp7DSVnlLt3Ygi`s+;m&%zgg{8#EVY+z^*kQ6aDsp
z+1&GAqmNn;&C$f1Gtq?g8wIh<Z%8&aO#@SKvZjxfcTrx>%<%UE(4G3&T7N{XOAh#(
z4Gn~57yEx}xY=vC|IPLVlD5?QBl{9as*ZZ}2RCTO0RX~T4ANPtxa!xPT!hqw#Pan5
zJcJClB%F^d1IVwPj$re)2P$tSH~7mAW<#_(lw~v`o@{d?GTPIGCS@j9%1rKhFEZ))
zo;7bw%9;nG4N>(CP@E4R>QE7^Gkr9s8ib$D{EE@rX%^O*nHp0avdX;IYOjnob?x|5
z1F{!2c$Khgy+|2Wy(KBmYBV8*X!ujsunDQ=c@@pe$g*W*ef|)U?aO9Mn~*l1y$v!&
zo{Dz#YqpSSlFjlrB?CP#p;Kw6s+9Rb%ItZ^mN$hg1{h>Qq|C8*!cOsb%)c3Aann03
zA}yd=Smz?M-|^Ut1M~R*Q23gyDbPF$LI0s}SygBZpLv3u+K>IN|Dmx))kwD`q5|}h
z6-`KuB5BYT#qCtnGZxewGJH<7SZoQ_L>YCrw<7B8zq3`%A;Vn_GRLLNqu+&0-QSr@
z5M=l?dXyP{AZ5BpnXPZw+8{E<vx-6Hlaxt$BkUA<!y2}L46k~VH^Y_QY6+{x12blL
z#D6IK1&aw;C7&TX_W5e?9}1^cg?jL4VIGbA|Dmx=)kwFockE;c`HnSf2`%^VGuFN(
z3H02Jm}NdfpNUo(_*%po{~O!il8p59FvyIPG8=yrGM}<o`&N*%Y3N7ViI*}?Ql?)P
zd)W$d_BtzX&VGKarC=t9YRp;ce<-xk6*}Zmi1`l%4^^R1y3GeQWFup#tsxJg&)K=w
zq?$(%<W9wJllU*QfL6qtR<N<M!6e*cBN~z+IzJbwswqU~y@IFviOIufH*uI)=zWN5
zjkK)qpbfuwbt{^m{TWR9dOrJ2*Y=azV_%6Ro_)z?wSffnc$GInnKsZ9-S$^B!G|?<
z<f`x=3VU^h19=qQzs&1lwyFTn?M42^%C;rrY0`7HtS#B=`3`w9<_L*;#;*ePjTbCD
zgaoj)ZAe9SCWJJi4lh=;BeOb0ZYK_}$H9m>6?&_fJPO1*jYn$lSf^q5+ZDe%!aK7Y
z-p+$LXf}kR((X!6g<c3xgPyae?TA0gWE(?B@uH)D)lxDZGT5F3(q1pv==LPivjxPb
zS_ya|>gdWdVWr|TR;B|fTQ22U-W)W4p_y#`k`3rU0%-IL7T<x)r;eAHcSkanhCQ_`
z>quS@&oEq9`~hDCF|5V%KW2+M6K}VUPrx>TBWS*ac>9bU=uFOfCZa|`coxv0;RuJj
zUC1rZ%b7aj^Ad5dM*{KQhfE12Bg%bvm>2P!#~R}KnXGhI($n(<I9G%JBu#aAC`@g7
zU`gysIuPGVsQ2G%{~Zrlf$q=@FWk@Tt|vf{QT5@Tv7cfEV%<Hyp)HY{=3&k-SX0|=
z1KnB?RG4!HUpIsYad6|qwst42Jlj6fgYo-S)a1>3BA9CTEZ#jxWkNUYXF)y5rgAQK
z^CDh-PeZ)n0dxGGG@w5|U`@U!%{&hQBsEbZr0te>gzZ(g+4k>A!*Z^7@|s)&Ze$V?
z?=$)X>F)Uey~w7VBux#!ElgQ&v3Wm`3N$d8ZU2GnqOp6~54}iWxv*P#O~1LVnf~K0
z+t&+@`G2{~uJ!`771677ku6;${~}yC|H2yg2DGz&$!oHpZqns0Ti%--@U$UGnriq`
zBz4kFVd~Ni_H!RHoYuL?GW(DlwAL=ntrxr0m#iwc=z3oJ-ZwSKzPDIZKS=P4UzoKY
z40c`sNA)vR`uSgm@bl%GC8R$IBDB|b;b7wcaB%2qUI#5RGzV>Ou)YJqfy)iHd?0B|
z-ILh$fn>GkSrm~0rAbF!uLws;mo2Nq;08{)x|j3XPP?MnK6{Nl8U*=Hy2ic?A{FWT
zOUyJFjuw?Itjl0h(eyj0<FG4VUn_G7iu_$6zInNJnJI%wCF-|@r4A;3wALl|VlZiJ
zYN2WIo!x|ssunL+xXj!~!z!}d5OSEVxWbAIg|n-f7ubrSq>E_=%5sN%6xnrNRprJ0
z7cEZ1peGj$MIiY68tYn`mZdAx+4LVtThj&<=i1y;#yM4+7w4R3Pk$s6JRe;EvP_)Y
zE71~0o)d{nJIm${hj!aIk!>3e$1}Chv8ThysB)Xn=FMY3I(p;4>Rn)CMnE3DFR+Cp
zU;v$R+H!0JVU%_{$9j$;18Kig?9eDk&A8Kc2oq1*A?$h@Q#0K2@EILph(y@>q(HbP
zjcprE9@E&<Y{3}PiPo^P+ha&&_rFeXoq=*(I(U*59ZP;{I}OOWw`Wf1RRAv}@#yCi
zAqEB2SiY0YIu>sAojt`KjV1Ny)sw8mIC80Y)kxwnp+2;ZPcYjTfd8G!viIZ2X)=Tz
z3MY}pU(LzQ-_1IXCkdo2{`gq_9Zv!YEqnxb?0abSRQ75jY3x4x2*T422EJL?caz8p
z+V&W`G>KF-A49f$2{<hkq8p-?=rQET_p{XvWSl{KDT>SY)%fe)5kQcc=!weURa*X0
z=QKtRzC;P{Kf<BP#K~koopIDsWePNX+B$`Go(e~b?kQ}}R8pr>|HD$4<ABeiiieF~
z9t5&9{o5hde;TP&^z<S0$lK4#!>rIWQX$~Eg=_QP^>IJ4Pjb&_Oc)wuFf>dWYNi`1
ze%P{P8i5B3iG^*PPAV50xeu+t3#qZ<s|OeMTkcIKr3h`3%>JH1;=SiV`?4KGUr}k3
z@FDP>IIT@Oz}C+sJzR2<fgx$9_OF-)y?p8cR&5q3Qzi*m>d^()8O{Ooc$yrr{5Xpo
zp!D1VOX&!>D4&Vz06$pqh;_gM^tx+1H_p#JOncbLNaEqLeWy;_y^DE7lJdo3b^%Q!
zYQUbHZ??c)tX(AezP#xz*bK0@`6x-(@48#qyuU-IJ>Ds7rlKEVbIES7`O{A3J&!DN
zT_w7kIECN7ogJA6L+-<^?C*J`YQaQczIIC8{ECG|krH(IR@N+vlq|SikW&P?WWTLB
z-(rGyy{;ZHYmvhw=hS0@eO9n5`U`gCtX&S%N*)Qr7<y|lTmf0zm96Y-6sc6HGS5ZN
zo$xew8r0uP*#!2A5P8m1wlmlHkfJ4+N)gUb(6Tk(&RWeU{kw!i=n=Di0T}j27^0I%
zgRi&o{O}&}4vedJ2{_>~dJ~pYcCdHzNl@@pUT@+IH8v^)_oZrY`;nW{4n2p1a#k4L
zC5YuO*H~{ueAvDQY+;iY!0B6<FcpfUmbm3&eJn+O-O8>kfS&dE)rx3RvhJNN2vYkv
z%Xv}cieN7W{ASI?2TO$`^l^3z>l95&`TPA3G-DH{3Lip)-xqp<4Dk+<=C#!S7>g#O
z&6yI#mQ7%ImpC6nRqJ!fScDA4z<4Pc6Ol39z{rw}KFAnkV7!rx7RU%OFy6f?C(`7H
z9Df7ny;O1C#QqmUzN3A%vAZ#(cIyw4egZ<Wp3H2)lY9e`VqGr_XQ9wK<}D_s5Y$TR
zn3s6@4yZAY@v7%W)@dQ}%J&dlvY@`i!}O;}PZ;J61cr*Dx{m#@nXOw0ccJQSWXBhh
zN@lg%&Lv_}6L^|M<B)gZ`a`>y*+z4ZF|=)b2V~s$vdthRn%ihpz!6z%PCGzHoy=5N
zD+FyI7gU==H{D7V&5Eiq%wR>0<_`!?wX7Ox3UU(4vn?zwmbCCp#NN6|>#d(4>$Vw*
z%xe+Z+NwMHl)H;uz2fdhWNBgC1H)Nsp;yEvG{NL*ePcx&>F9fg=UF5$SC?qF5xYbg
zwjd5}BR+n`*2a;Nrp7$sTF0m%ifRzQZ)CUP;EX?E9s3$bygWOu=TMNXwfX3EtlDA{
zskQlk)&jnZhE}Jx`De)3XJDvp{sJ=iXH#T%QrmnoGRy`IwaqhR{AgfkZGJX#IvF@>
zn;*88by`BY(q$W2;u1rf|G3W3<_ke?wKo41@-EwaOQ6d(Uj;5jn~z%~+I$JHz}tLK
zb&(#msjLNtq2g+8fK~#ZX5dHE{QDH}kQjf5QQT-AvxY^*lPX$Y_;)pL61*<#`hsF#
zN$CGS`oa|iBl^N7RIuv{nUE&6#j0>G3z~gjh}Nz2*Q}@-YYbK*WJj+83aVwb8BGK^
z3B@~+EnG^fduP0F>A<H+ST__2k#`j5ug+oPP1K78Tqi~Hg+cr*(Vcp;BFjjjV)38>
zf^hFw+=~2Z74usL_mbLdVEvYn{@U9%Cswl4%Sg>~M808jcqKTG4bGM~K|jd>WzcHo
zuE1*4+r~l^Qo7J)IR>^~$;K+Aq02>{eeq^rv(@YX(&iaxpH{Ii3aR7L+CV$JiZxnJ
z!dz~z0+;gsd;3)^X*uY|3mRXX<y*zxE{6lM-&U{!2{1`nR<Oniq$QoWf|(OYb=qbH
z+m%2Dmi{$?L+796h+)v~a9PVsjaRWMD@fHq69y;Wcvub+z+dTlD98<OJERt|@dbw~
z{2*N<j?Z0H6Ijd&GLC*)&c3XGgNr*WKvlGrnHUeY6%qPzoio^;^FN&vqH&UOaE{SA
zwKNV7e4NfHp>fheoNxwN!PYT&9wBQLJHj9bq3_vCM#>ahr0}S)+WpY@Ooe%_gq&?p
zVC`0tY6WUyUL((V<F`e8YG#9&Nn1}mTE=y=&jmHa3?S1_W2P-*r&f~Ih17PkX&G}{
z1-I!sEN4|#krtIkK-%y=lX#3`H6}N%XENr+s<xF%2`p|EF}bu_j!Yrwyn-EFMcUAJ
z3UgcyzuOenVKoV&!xR>`noO$n4lup$0@Cpq4Z(!KJ9tn|)Q~MwR-A+z@Qv1xA}%{H
z1SvdrIqR_oOn$$NtzAR9dzHiHAuvT)dtohu#a+u-CTjbvB}M99T&e?G42jJ8$VWzj
z^a@AKLyEWdmFm5gu|8`dq$vi?Mhc5wOGeV>OW2=lNgba{@n98(F?;|P)7@X{PF&2I
zuOm}v<HgLfj?@jVgjFYA2}`yPl0wO-jG(0fG4`!@#(QW2*VQE)bRtHxY$*#^4-Ir9
z(B!Bhgu)P?XtDLsjoxCXpt|6cvgh>EImDjRQs=zFgmY^gfFI|W`M%_eJ<A1HDkff;
zS1>d=;%cJ2-9KNfaiTR&1O|8kII59kBt(M|cqE@A;8wSRL`yr7A5o;f0b~>!sU!&8
z$RvYR9>#a^Y{>@bT_2aSof}AFuWGz{dtQf}XIhhF)f`;RzHT7CF1O<VZCvnmgtK}H
z^GhWDUPnZ=35A_fq4i=mHW3tt85F86VXG3!gIa4badFbaZmCcO1Yg(WgBUiP8uAD`
zbRpZck<@c3xkz{XD31NQkyPlCiHoKrcXjKx7cAK(Ed)6n3DL+UY1<r=^DRC2E|_$9
z-63+;U57~?n#@%x(>I3wu!&SNzl+WJ78!h(z`ne3@WTnaHNopr&;^WT%~98v!I_wf
zMxdnD1JBK8ge&U%DkNOwpNqQY7QL#A{%>(kHKXhc2*%Fr|8&`@i&<J_YO=KdAL&eJ
zff%-WGl}lp8NglOC%*8UiwU1|0sJ^X!ZrNam}rPCo4^bZY9zM<GE9M(Hz~?zg26E?
zd<&^kruTfFQhZd%FPDflI)`N+p&m-&g8VFF3-Kxw1GX-RcR%q_n}z`4JT#am=)Pzy
zbJ|ME4mh@e8w5HSgjOb>J*vlHh=guO5veu?Vp6|&1G4G1MZi?k!VPx-37KtEESv2P
z4>_&dN}QV%LF6&`p{h@@L3QEgXW*%cC6Ack#jVsVt=ZhgW^*cvL&Ard_*8Nuie+vk
zru?B$0~b!SUPp+DRo+HQYE#0<d92+wQlFlj&*p4{IjQwL_U#DqV5hgi3c61;ySt4<
z(VGj{z$8+wjyjK&jpR`!Vi4WIqq-mFgq8?FG?`b?>}V3{M*p=j*X_jDr!}&8qS9@L
z=kaSkcI=wR+H5BkHBimwvPs)X%~98c3{O@oyjDAe3gqn^a2{-EmA)XQrj(m5f@%WI
zKCBBq=x~GYF$lq73v$@CW7LPWKSm0(+B;x?&x&B%cfg}6+vc)MJKzz!e39(!4&vju
za()iGa+sE9HFuISMbuq=O;{STl{<+qo3xV*(&G4Y4tuhbw5#NhWt?a4^Qdyov%}`H
zPP<@IiiC(DMSO^B8_8zug2~W-4m*v%uOe9C-7wE?iC~>}!#wK`UiEpl1+SD`^X%ma
zKF@yH4fE`8W^OtjYi-XQR$>pBTw!MY_P{(lXfE<NCVifLV;1x5{XH<x782SV*i~?B
zH_sN;)%AIHrJ4Ecg^&)-)<c>e!9w=JJZqlGQue|;TNrtAnv4zd*5=upv)H%2WNe`v
zbyS<heolt@b{KfhGv8*<lHl#;+n)^ctqYe3=I!&wY?hr2^X=1_dQ;(1B_bBlASR<5
zeZD;eqLS0sp0ifxw6N#Q)j3r(4hJxTbHsdG)SlHDSZed-^;A^H^b9LN$5cVLe_rE6
zVBHop7~z4Phv@C*+gCGk&$nAq#5muc1rfXX_5c#(gIGL_iL+Rj{V?A)FtbtnVZQx|
zS97lU_QMQzd_PQ|o}dlQn$IcsXENJ<m~TIeYO|kj=gnZXQb1wLbX{TOOiS++;z(*8
zz?gGSxXnRQPPo{D)D{ymjV(L?6K?Hkx}gu#*_8vNY?lZeIV0g!TXELPC*1g-K@P_k
zG@?$pN8wCNop9S4CR~(JCtNm_H9klxn_U5iVZz;~8B-_R&R{I}gxd#bYF2r2N@Coi
z5x&Ko>Eo4uZqc_GnGiia!+yfems|F<F1vDum~g8dA|Zs<n!+YoNE{vaGdl_2@L)cN
zNeS1%lhHCi^=bfV!G~o_v0jJaHKnX6Eaosw7yBlocp3Bci2|dTaRadVS&<ZY8YZYr
zO!Fx%%|S2<+9Hsv&Cl>qU0wsTIO%>!Rh;mQ6FEkO`yjX%%s<M|q6ZsrgiN5}lh}<T
zFn1{vaqjY?1*fp8sbr?lrAZ(!$I_H`c=QS80O7>R>_jSQQ0B`7NWT2?9dFWEK#&<-
zJcVUkg*`^;Y4E^rouj0wsT^m*lk?g{{|<r5>1@aZw&W=3?4lTG&J)<{qr|t0ZM<eS
zj%OCPo|%Z`s?GsW{>Mlnb$idQAA@7Vjbqs#$B3!xz;I9o;ITa)#)Jm(5aL2Z;5S1q
zH=0QSScTwf2=>nW3Fs<189o_=9}M7Rw{SN2IQgMP17M4WCvqHuaLVT*!m0;WJGqE_
zUGZrg`*Iw%rZX{I{OqOMPI#oWgOya%4k;YRFte3J(DC7noFH9jcoyq+0$!C19LtWJ
zfT`z?F^r^<q4{ISK({EsmaZlx*}OFJLnRL&=+hdHBlq@k{}`CoOfDItc?Iy1a`{+R
z>m+I8JQHYHpB>r8HPD)uog@vs+Kxl1Tyxuv(Kxr6>SmAPCipmc0Fk)C2dC6V^XFJi
zQ=ismk7jjGf%CNn&9E_S@F_CV?bc871Ow6yAAK3k9-Ja|>C>N>`)N{^290KQPLr_(
z)gj7{)jkbNE$eAw@~Q*A^Gs~Ve_|hiX?`%0gXC>=gK!JA4}S-}qJu+xR&(6&>J!5r
z6c)omcQmSVmg}5Ad(L#7Q&!_}cVWOWOLI>4tTw<>$1Yw4P6$nSzK=DddoHEhPt!ON
z7y>aE;gygEDYToco{T_>oO!s&dL$SptK%bpVB8$;LV|I!8fCD-Q&*@0CXMfT{Q*%t
zJZ2IPdm(l*iTE&f7G9MM<B85SpS>Qz($B*5R0JGAE8#<S#z^-5Ea}klCiu{1Cw2cg
zfD78a&9?x)2cr%E=Ha@XRwFIubEGh-H6OE;dzy0xNo|@dpiOf=KeEH=FwHsss2fTj
z&i+X!70f}|F#fKEKW=51<^~J}IWf%@u&N+qhDl;%8t?KKpe*)RVt*MMRKWVLT#5Au
zo;oEO_n;`FPKkja6C2Fdorh_0HvltCi|Rg<`)Tq2@pH=vRNY*s0WtR!dKqYHUGw^g
z#Z-u@4IA-2UTfp+#@w=Dx@<kHDP43*Zqa(WXrU2e3O#&*v?p}^V3zL^Jo*1%2+oNm
zS@I>~L`Mx~mP@333Ckd~%BRvrL*NppFLwP6j7|A2!+hFw2&;D)=2NG^T(>VDTq}hM
zBw}RdnJR`PKB*>Rr9Ravl~1a_3<R!_<_2D18A34_xIU0Qy$nyK_ZrGN<0jDO3QU{_
z!r0;~Fmc`)C^mf=S76iEX)ycs3e29ah+NK|AL~JrMQhMwErW0~=)vNz!aGyVz?0n+
zT9dox{p!YGoI-~Lsx8N|o1?@PRsm?<nevpn42CA>!({{bHSeMG2e8rCNVlH*(W2y6
z2L9_dhFbDKg6!yAD<4`AmA{>*UaR}x`fHpegIMtlGKpsV!D2E<MemG1{^O*6abLqp
zz2gWdoh(O6_`s_@|0UhXC{0WBWzDX`<3gc-u%XvU4@cX;999@#_Xfhf>%`wNq>nVt
zUj{GVhXve#w-b`HSdSa9fH{`MX5;ULES7WwHlI(k*d_e^JBz)=U+3SL`%O~L?EYIz
z7{t<To|PT&Dg1)z!HZz_g0msWSEAKJa`8`sOD-@SU=Wen+<+P3e`^~4Zk$O<SL@5u
z%?H|Do$;=-SgK6Wh129V%?y7Ar4N^ex`d&;AKprja+p*cbkeMNG>_yRKR^|g15!Me
znt%d;apxlZ*dB-rKt%OZSofo!La#8mSq%UqX3ck)<n9VO8QPI@s~=eNUx-)DRDc0d
z;W2im#taq)cvS7cz=;u%37czw7WoTlXs*|r`{xa)s<=)=u)g9t5wG3FH4nlGui>ki
zr@@G5jNI_sUV3B9M4jE>_4PDEb6tys5e7mm63ntib0gD{Qc=G8^%aJ%jxo>G7S4^v
z7`$-AQw@YPbUWNYNJPT-1_BQt7znbL{MI+e3Gy{88>hbF?D{QI+^Ys}1M<DbWLUPN
z5lb)j&n<WZ{;sI3CrDc>lESYu0XXFS3D5g6sWhq=YkM2sBVS}t3N<J#H!59_N@Wop
zwoAU6<!5-u@Qqg45`zr3@)>MFpV9$5m9}njVfOqsyaE3gP6qNY?lAWu&h!4|MkMmT
zrQ(7gSoJ#)ZjwQ1v_UD^sN^g=Pvalh&!A-PXHYVMQWn+LXuJ-a0AH<Cp1gk$rWm#|
z(6Bxax#t$m&_%b{i@xkBt(w&+x9GCd?PZUuva0BGU9^k6XnbzbF1lz%d(mM+)QiLC
zfmPIHKlie1zl(38pZ%Uax=-2_SBI}pUGN@%@L?;Adw~x~&Eml_orhHh42;trz?;}G
zARfVA7!W_>FARu*58)RE#Ay%lo%9~e`Vikq@1f?9cZkODGNjCIvOTAq&RNle6?ug3
zq}xmU-c{2b+=B%@f=Ag8b!Rglk;&z{biswA{@6mWA2w3$$>)f!tk`2xxoEGhTHW^V
z&VnD4BXm=@Lr=&=;+4q*bsA8mJWQ`nKj2S{Q?Dv)VJ5NB*&QvDo{~7i$aUi3*r=Ux
zIw}DroQ~Me4C3YZGQ`MBgA(#ez*Hq}C~NPwHfYa|J||@zr>F`z{Wyk7g^KA8p}GQJ
zNu;*}?0D;1p1fPyvBoc8{(9L~cyyVKcgW<u?X<RR*$X(uPi9M>!+TxheucLcm+9Az
zzX(5``Mvp|#5u}_XlJ@IWW}$fG%UO|z5M+`_<{8R8>yn~oLR6$Whiq$PKkWbg+II<
z!XE!h+R=FUyvj?`gf{NLhQA~c0r%R1q#P=~w#k8)41%AiOBCMuY(SK)A+9}~Zn&4A
z#hu`lUAMoO|0`0vXhdP+@S|&wllX$hJT~SPSyf;)rXli-A9Hhpl@A8Ss@X_Qev4lo
zM!*e%PaGgF5ZE{y`Pb0{;)S~k<!MleWmy)fRD@<VVsmm}^|j;!yk63@0T#S1Uq6s3
zjs<Jh%lQT`YA#P>C;x)vE&EKm(|>B~;uiNWWC5iPm)PomVdMR<E=M$iW!3^j13v&F
z+rPx$xh=FPTkBeuGGECcLfr!_;G$f?f;m;WIIKMfCBt2XbI!C+z6hYP0Vil_OHcv&
zh|um8SlL2!I)yL0tSLmdctljv^3=03Uc!V{iS;Z@%jK(9PMivPS(X;2jfux!6*SQc
z6@_TIitK3-TA8jYYbjWi&Y<*%-z@W8>2Tt4v#chZWD>#-CPv-Cb;VM6*W*XWV`cez
z$%naCAo-P@5hhEOVzf1-P9+gyduAy?1L%>`h_gB?;X$W+)G4JIbuKN84lKp~=K)|J
zda7Wbcp%uVB{k6*K0@?nNd#Mtg?dpZ+QEYX;u@AnFA8t80_@c#5%viWO>H??#B{vz
zV4kJu^a5_~P{vb`G)78V_LZWsj&x`-OS7`{5G}pS6@_sz&R4|~Z)xMnGFOXRdAcVb
zeOAZ<_rUg&nq3QMJ}MU!K4v3{|J@io+ToMo)9SEx$)As{^`n2({?1ubDZsVUZDB}4
zcd<P);BU*os-6FV2>jl(?FF@1tI{uy7*}dd+JbnVC7OZN6ffZq%8(r9?oY?i@?R|x
z{&X=xX}8+66@jyvuOPxBY55H=;r?k38&QXjqZd9~?$x3796k1b(PS3<BV?X@VV7Id
z(yV!XTABv`&HC4;uW7F@mi7&33h_AoQBzp?NhoB06biKhLE-y9Egb`CoBZ_ZYZls$
z23XECr+-q9f^Rjo$NVzgR{t%kH7u|;3s~@uHybdD_$bklK9-<X)FnSH_RInXqVv(I
zPnla7Ey+&wr$twErf!AfpL30%zAgGO|EHw9rD<o{-l<;TBh81)W4uha{fMMkzC3|E
z@EVD_3Lo@(dzV|lN1!{y-@IYT<!M37qwX}lAl-Fc^X5y>++>gY)4p{0b=G(Qed4k8
zy5?fW4dLSEb>=^ideXjESlfX#owmGY0kkW5J?t2S^>Fiwrj&G5C^=kZbO_Xg{{=>7
zz<cdW-VkR?{1CdHs|5^0wN4i`wepvQ+VqPo`bRph!1l9HmVd#<hlQ1-POJ>P@qty}
zZ8$U(kDBK-U3x+2_BqdzM$oYZ7M{+d+jJxyNmEaX`no%kUL`d3ge7Sd^`Z3fX*P2@
zt<64+p%pxnPHARmp&7{Vty5o>Omm5%HK5DcdRwLKjj0e+Sr=N~vS2J-L+R`^VWsDI
zuo7}Yv*HVXwGpjMKEbUxPb~&kKBuzn<7q?ce}X+9PXmi@KK}LFya$tt*<!gO{B7}6
z=0Abfah{3;=#JxT!~|Nc?fO(S1^ZsP_ie_@@W?rQ%vC*Vy=Gf^7^FmlfWF2XL{GFT
zl?tX>?oFT#980I6c5Kh=keG~+lbIAh_<u4JHm}g6j<TTH)R(oJLMu5ZA%fozu*p;C
z9FL1f5CQLR8@O}$u*wlu)=X=%hCkC1w8ue9=bvdMlJDz*uisehLbM`VGZlu)lZP!&
zr_xn~R<>Z4dU$3Z)C`?HgqN_rIV2KP>^!vIjr*|GOr#H!EmLODMYPP-{r?x*Nhx2y
zEn85A7TbfUTMEGUcCnb*0Qk^8%}*>^06)+7A>bA?Xg33_HP~V^{hTjrmx_091mNAB
z%m8mWi{~6#j?k<fEO0K3shP7|Gj?;2FjgIZV|!wisJ-tP4s0pgE$`-1E1@Y#mc8@n
z@ccD*Y|)g>TZQr+B-ty!`2xWY+{i$=tYvU4oj{ysZukm+mkC~X^0oZEh(;6oY^^0?
zG2KRJyLBvf6RpHL$J0Udk3`G9c<Kvpnyq0OOKB;3a0ABR!>&~(#aPK@)X!<}8nl#{
zKr67ltDr-TT}IuCbz6@h;887E`E&z|Uq%y)C9bolhpxA@RH!5Mm;qK~8wg#Cm+7{o
zHLOnpZ9)q%R%8{-h0!Y*Ord3YpJ&+#G^|v_YP2RA8%Z;?wJK}alT~y$yRm{cDRyd=
zz0V1&Eno+p5p!Ot`FzMP(`|KEva2h>=L$vmETI^D4qXL4i?IL0X9}}`&yBQZ&~nYJ
zM*?1^+r}WtzE0+5L7jY9f_37}vuU}rmd+>iyLijM^>iF5Mwg<Fp2Gc0S>^^h!(&*y
zX1)=Mfca(dEIbj0QlCXEI+1oL6o(?Pl!H;a_C{KTc8oPdQDY;mK|d{IWsX2ooUxI*
z5PD}ZR(ZPT>^RM3KD1kFF;wko7QTYEX1o4Jn>ZC%h;`j{Gc*9_&9q9fO^Y-I-p9Me
zS%Nmx*7<1Z81`i+bc6j#^j6Kl1qhS(Z<lDiguwtwA|dLG-yi|!m$~d=3Osr6(`H(j
z4P>;i<;`~Zk|0frvVc88JkCaHwpPy*w%$iFx7`r^bTjsD_y*J>T8#DFO^4;HAHh4Z
z<D}VN#RI8-@1|4fvssq#J#;Fewg~pyURs7m&%yL~vF3jgclL(RqL${#v^Al=5iDvS
z-J7q58M-n5n9km3<o^+OCvZ{K`{Vx)GjmXZ+#++q1tS$DbK$xmc}2-w$kfQx$ka=g
zN~T8TLXIT2)Tq?Rw;GignHrTE<whk&=7Q$JwNx}QGBYwYGA)?-z20+<f&Opbdw<`@
zz5gGNhdw{&b3Xg|oNeaJj44CbJML)EZI*VRYU`Y4*&3=2a(umG|1I^N`lF$ze8JC8
z_f)U$^sQ^@^!8~R==4(#R}H?;U%&UK!G^~^<hbWLJk4GfmK(|DjgEdHd!O_b@=p%1
z$<uV3-d?LxQ|Q*0DXkq`$=~9*al?{Lj=%Xi-h4tTH#;Ud{_@0zN47X3{cdTV{6{0p
zeZkL9$EjC0@~5|GWYMF((S51K-0L=6%yYcy=XiOt{Pd|K+0lHmgl~0plG{IVBstuV
zT9LIL)yP7}+mn6AJZYHkm>XnFwp+&ige>@!iNCWIHwVS}To^n0Otf<DnV>nF3LhMz
z@nwDi@!Yml-LehW>2uq7ZKUs(ZLluiQnlPqmz!2CchlwTs+Qa6a^=JFOM&B7XT(GH
z#OSH_i2f|;O{I(5o1f*u&q$Cr&Q9RFiCoN*oq+E-`p0LE=FWsG32JYrgf4c1I+Re(
zOG@@lV?8;+H!L|T9<&S7v;l`6)EQH!c`rj|Z+F}f(mm9;r{D9p^uxR3!oTf!v|oOu
zlgF}Zp1wbE!@BK^c<^J%iBVCHB~Kkc>7f?J1Cz!)@?ehunXtprx2=X-+}5H^wG`o;
zF^o2CVx~Uy_#+QaO1|5dt!=pM*yV_pi#r^hU7ATA*u^e0bf=@e%-ZSrYeS8TXwkA|
zM2ij)EuMUI>cnwLk3RXp_(bvUbPVBX6JM>GX}oOT<p{4srAB~J>!|>~{fEB|wRdwb
zDE;<0mb*WBxtA~Q)<u>j8J4rJSuV4e_uJNZ$x8R8Z67<|mHbm5f6y3{^w@*O<4H+c
z!F@}u^bcLF+qfp;|L0|XF6sYO1D;yKh*1B3tO0%Oq1~hfS1b1wd-+Oyb+vw@dc^<D
z@?BSN%l}PBeD(itGHN^j1Nq#&{v!oFaLtfUx@P%L=a~Cn4B_Q}x1c{Mr`eyxUun?D
zD}gH({VywwxhCJ>B^#m+IJ)?`ugkTDxcLYFU2pp5^|+1ycE$g5`AqQtIl+H<z3yQD
z=>~NF=R^HZ>+$X2cm0bD5B`hw|EdEs|2%(l-~PSungnmz%OB-#2sq@J<>!vwXU)!C
zyDZ0jVcBH&)yvP?%SpB?Y<m@2>5ki`?6H;`@3q`$d!^h-<Hk=KpFG_dGsw_Cw{h1$
ztc3UdKas8U|E6NQUY#Y^HsIca|K5l^{%@x1YLD!RYtpY^**8nK+AIE3_WAcWrLX?~
z&j?&QBLD7kWzoMka-aT@&OQzPyA}N3rt5yqkoUW0`9Al*KUB<=s=4ymA3gZ@dVFoe
zU$OJMuU+wH%LD(H6*jr1$8GK9i4RUsdT`Q1;yvo<?tbOG)r)s7{C8dV&+Bm;|LuzZ
z=knPJ{^tb$<@LG~{-+!8`9B}(e_D_4AaLwoWcc}Ctp8UXsP*S_t2zDWV&R$uf3cSb
zUXTOF9Ty!Z&TQEAwPUfLyHT4MUxsC^ul6l_`2*V%w%e{TxSf^n&uo3o`VZ`7Teq?N
z7OQ|iv;Q^g$J@(Sys3kg{}$W6wh!1YwVi4EX-6x)Wwc@3(%FjWYCG6=yzOe+g|;gr
zt@JA+W!Xu`xVGV4t>x#tS-xxgh3!N3`mWui?Kh5R+J4f*O4lvQ@*UfjcKi>vJA23x
zO~0e3m9E!qmLJ%*wd2ce5A>AzrH)B$pNO&24d`V#!gjCi3VZ$R7%e|UdVcE|+V;9w
zEAjT;mOc8|h1hnt*WVZ`o4<9mZ|CZ3tzUGz<$Jc5Y$NRTfqi3Scc~+^3$JaANpA0(
zYQ~dySeXpl5Zke~uiCorkO`+8?cFo`S?T|7yUg}I+atC~whQ`O>0cgT*E7&^qU|@f
zZ`s})XRRM-JAP7&0gpX8DJp8%n54%ajM{MHca9jRyWc`9)fC$eww1QGEwa|<*q*n2
z`XwuV=2ON@qeWB;<0)$tCWsaPv913SYk83E0^8wBeer?D>sG+{XsMh$;}{jyc8!%`
zmhE=i+HYI&gKZn;Sj!LCK9wUgesFY&8v2nHpKP0F>-yM=pJ3bR6Ki?8t$ecK%ny#&
zYBV|bOK)FSwtitH2-s)YVPDKk`~7Zqj=tC%8%W8|j@Hf&)fSqp<rO>qOW$VM>Ql>z
zJYUWxgYA+XC#@2bY-cRC)-SNvFDkLt7uzmbVAZ_um#UhZtmO;K^>1)<EAcYht<CMi
zE?VpBI<561ZD%{J^&RZW;_OB)woNLvDmz!LXU-PCR;yXRDqa8dd(-vrqODzX5B+v_
z{nM{%*S}%5toJQn`ERzF=nI~(hs_$xrqbe9$M9}-?dH*pE9re+$u!ws&zM}bUKZB(
zZy?)$b<}UT_Ro?GdD#pW*Ck#cKk<t+zT{{YP}i<y^hN1?$<d`|FMC;rbTMy`moGW4
zuQ|C|RIoI!ZwAQTOOAkmwRU`qU*+T_$1umfixPF&(cWSFDibiEgFPB+f0Y%N9bH;Z
z{$u&-hF|H}KE7d^bndv0mENGXhLO~*(pwyE7-PFvddpef)2q@O!m|xc?yB_0;+~XB
zZ<5OU2N^1FS>$2gRPy217~h$#@pPp(89QPm<=l_)_^8I?63oE$nA=wGI(VbR6=4{)
zF${-eEEZrAcHrHU3|xeHco>WEjlYxc7Q-0uOr<vh7hxRcU=jxN&P_V@#vGiCg*Xe#
za2E!(r~VTJA~?AIhH*HSw|<gv0jA@}n1h8_hz;ja08YlBTMc7AM&Le-!w}wkO2RIf
zjwzUfJFpN-pJRmaEC#zf7)A@;oQlMFjK@isj0-RWmtigzVi6j=`&EvOF}R~)L}Mhz
zVLU#8$+!eFa3$tq0T$t2EXQ-`4(?<a9s-dV!rN%^*b0*|4l{5V=Hh59LcwxeiNS2^
z0*u5Hy1t8H9OG@h3N(1zFQh9C!D!rtnOKf_SbI^W+gnVa>moAXGz{s+<amiWfERc>
zG6};L(-17hJRHnBrKR{TZw?1_Hw?#eHUVzTViRD?739Ocn2z2z*aUbWn+D<z-g>UU
z_A7bEEF{V>KIA>=XmwSkHvt>2uJoqhg!d}F+2~ovwnGQ+wwLQNZ{UaYV0i-##X~$9
zkc9qQXef61n1<rytuz$lx6wc@myAytVNAnh+~FpWLEseTVuu1+h&4Z>A}qp?+o%wu
zv0?`e!rr@R5H8`tk#cOghjcyJ9WfdwU;=L2%cB+e)qX|*=N_SaEXHzl=Nw}j{?#xV
z9A_KiHjKyeuW2EkIl(r=!6ozvzrtc{S;`P%8iw?u0~n3*WtHAUJbjj-$FiU37^Ykx
zAI|=n-IfD%;;)QI4Euk^B`PGM;CF@`J(ctjPkPz59J^jHJl;sG&!bWCI1H0988h%>
z%*Dk#FI9wNogQxmj`sI>6Z<epc>pUND|jF)7oQ36c#Clj=ES-UBO;KDvFtWjj+q#I
zyJ7tGI*&IR19)U54SNTZ0h6#0*WO5aypyNhLi)1Fn)0PhcpQ_^Xhy{thB??93o!x9
z@CgiZ-@(ukh`^RSix-E3FbR`*ATI;I!aQ9L^>|A$8(sYjqi#!&Hw@ciEDpv*T!d+u
zhuL@t3$Ox9aS0Cyy80W&5p;(UaPpX7BJRd?oWc`^xp)wZ@JB4ifYyx602+eP_#q}>
zF{a>en2BxM&|n;i#rO`o1~MW%<QRbsFb-qGJ#KFjf#SCG6g`-WBim6ihD1;?4#nU&
zj)WMAM=%~;w=fs5O?xU<Z>6Ugg{2sWt~;3v7=|-27JGGIgfY2;n;sKbNkk4F!9uLv
zk!^&%F=!BnVvN92jKf}?s2FEq2Cm0kG<a~d6r(ZhF2m^7h4eTUlhEi&efR|CV7i+?
zA%PQEhBKn*>0rZHfswci<MA9O<EY!{DL#XFIJYMiV$HwO(;>{c-ZT_j-A+F2(2q@n
zIRlsr7<(u6;V3La_cQ`QLz#qws1Sz@W}D*ELzqPP6;EL2V9q^c#QMX?h!GfcHzRZ}
z`EWB2pBLb0KJih8t?s8I@f^ZOF;{To1I#gOIGS?t<XFm$XaC>G=gx|Vs5_2rjgc69
z4?TI9j5rk&@Fb>b{CIkTPhcUg#4>C@fqcUlQjEl6jK={J839aAA|K{q0fsz6zG3YD
zAM(M{;CpE)M&gVqREW8lg6A+3`%NVy)_k0d7>7Z_Ig()nreGXKKf$&}<4LwPF2)>;
zm_~zf9F}1w2DwMDe-enmvlxf|(<uO(VLG0~TwR{QNMRCI;93kBNsnhTt8pbJ;#N$<
z1DK7aSb%XURE#Gv=swQ2PqF_;5GW-Ohl6KPG0w(xT#q>z!Cq2?Yq0{i&1QBdF!|<?
z5A}OJlCT-3tA8gSu6TwX<IHEN@P2;t1|zWDT=L<BdF=nm1iH^>i1BZjhx4%*6VsX1
zqYUFU48!2($%sEKWYb{gBJ$y8p&~quWmtO&6+OW2iSf7qlW_%RU@qojr={960>!V=
zGhF-{6^&+Fzs`{2zBlO^#;qnJURXm$?DaPJbUl`%e-3kK42Ncn#%Av@hw%8jYzmB6
z%ZT87EY#(7<inco^<*4N3pbJxBl6gWc;F*4VvCR2hM0f_n2V)&99@6o0^<{Uirw<*
zDGuJo$l$w}iTw)5hwVQjA1>R?rr>^P^A}8ZbdTLnMgqB*j5QCC5l3Sl&c|X5IY@;M
za$QhFh1lf~`EUUy<9f`%6PSzsUot`%iRCyFBgZk)n1HRmqM_s1|KkW`5^?k>Lxa1H
zlK~wi%<hL65sbz$-!L*bxs*wUq2H43F%GR5oNO4|F%kn$(J-8XaYxuIFbTI{MrS53
z=Hi!F)Y)wq-xDY&;#UlgWXQjxARK`4n25>v1ZLm@%*AXh!i`vt+cEerhVctVV%TZ&
z<8VyI&6t75Fc<y5C%>COB!O}qiNRgituPYb#dy4g$=K`+1?YOr)%BRr)i6HC6g+`J
z(VRsw@isQu56mHq!onCDf@SywhV?Ow40Oj5SWln=cVI{?=jSqp9Oq&pcKMMZ$2d&9
zog)~=ay^iNE>2qSV#3`VS}_INo@LTvJeINlkH#SOt|u^<O`DFnY{GqK+5d|PoFSqD
zFJZ{ToX3Bn0oWT8a2}@MyO@b5u>dQu6dRnQA>$cx48wSg#R5#kvzUgH&eJfQiv{@M
zdG`NO0^bnfn!u6l0tMhCjK$fQh|4e?k6|vBVG$1hnN5dNF?b@oB}QZYa`NHRn1(r+
zjS;_4F^<GieAZ3CmBgVH!?6BED#kEO#GaUrshEokum~%#92@*f#gC94Be4_4V+tmt
z{#aE8Ucg)ox<r1A#R_x}B@i-+mSQxn!UWubDOmF|Lyj#m4`Z<yhhhbe#*jxjmSZ%|
z#RM$C6fDC`?D-q{aXyyf`{<g?{+~}EY%=>l#^NuSh;@Hw=x_q&U>X+UGAzT57&L{G
z7e-*+3ifyGgh?2W={N;*(2a$-56kd422ExE53i(vsq_frFbR`z5vF4f=3prn;RP(m
z{vL+@F~hhQBXJeR<A<1xHN6Zyw!~b#1B);Tlao2u=z2GSwVD8TX#zZj<yhbFdV?S5
z8V)0I0LJ5FOvaZn1G6y~i?IkD{8U{zhGFm%<ikje$9SBC$+#Td83eWy$i*^#|E?7M
zonCLylWc1j8F3WG<7`aE9L&IC%*BgXj8Xg~pKBTwVFU`s<4R1%Lzsd7{8C>o2K#&6
z-Xa3AM3m#>7(AT=5=P>u7>@^#Ck2e2{BU3fPQqM#9gDCS%drB3XBftH{D5F2hG0DQ
z#$=p`8Mq2_aYs!z1rRtwL^(F$=LmymvR`8)reHkk4=5(%FPMRy_$|a-jKw0Hjpeu;
zgHt$AVI<~ZJRZShY`~8$W?)au#RYBxMFfhm0!@DKGUO@4xE`bN7EHi9Fa^hACgx!Q
z9>P*Qhpt&%nDA4M5jY6ra2h7zcFe$wn2UY*p~+%&&md4iAc9}B3}bH?hI&`L9ux5-
zrr|lv#yEbkvjDeZIWFb5L_=nC0aBj^V_SZPH4#%V4L`(ebnyGF1sH~<_%sHkvj1li
zh)5+N#$kgS7%B|I47?L_@fj?_<@|(g1#ZTWr`gT;`Px{VjEVRfrePsw;}I;tR{Th9
zDb7OI9QLZl)H{bB^dt~R#4=36+WabSCVqzn_zb`2TZ+^8J>j4<c2kVN2F=Ka-7pCk
zV+O9pT-=34*tR(h#%>t$cP?Zw8kb>$n?P<TEyfsrIXVaL!a}?s%P<Lpo?(+<1g7wV
z(s8&1lQbUFu@G~xLm2t7H<saG40@KUWsJblH!~@59=ekW2!RY-hq<^Li|`bdqtS|4
zJ(q$p5_@7i4##AiiW!)Wxwr<4a0iy-NerIHg-#oKj)O1(*SBH+Pa#l1L?#}>JnR+D
zkZU{!&1dhx2=s4D&oK;>a6M*V-*!}ti?A4*MKI)e62qQjcfEx<g7KJ$PhlE9cZ-`z
zLSQKo1-J@Jacg@jPG|C91Xf@iw!D>!u^*=63CzXd4)hp%VmWTb;OEJYkywuL7~7HE
z7>8mernm{@5m=1HxE3qW=tRq3U@~GXcEv>Oi)pw6v#}Hl@B)@%a%X1ui|k$)hMO@K
zSNw&B<Hwkeg_wix(*z0$T*NYL(}kWdVB2B@W?&qCg~?dAD?^UIb)(_fpgRr6Fs#5%
z7_yM#1V-aHOu*Tgg3B-ycVXT__W!R46ccd)D=;XE0v0jnFdAbq0Y_m9reP)?!aST6
zP0ukMT`#e>+(yIkV~oQ`{z}6!8#8b_=3)^Ry~O_Crx)9dh@lvqK~FIfqhi=*I02LK
zbIjEBn1>Jbrs4P@R^Yil4Ef8H6U&g}-!KuAF%8#aHWp$58n@GMH-Vc8xE9kx48t~k
zX*nif6264#_#NhA&>gfKM`1Zm!(bs_e?|-^VFGT(6g)J5im}^3D#nMg6t|;0XbG3y
z1R}6z92KKr5}v|zY%z$6u>%(2BrM0d7`&8|5k_JO#$)5V7%?oxOl&xq5yQK%7~eqG
zGA8k0_Wv*fM~H~UGE77dreWP7v>cmZ0gk~^oQ$qlxDdfGY<xHQF#;2@OFRw7!I*>V
zu@LjH4EJJCCcAIEo1PQsbPp}ZXD}I0Vg^1sjGkjA7U6a*$8#9`Dwk;Y(sPW!c<hVG
z_!eg1KFr1AScGL*jt>tf|7*O~<R%bF;Lr%R8J@-z{0%cPXe2|2t*{uoVFeDwkk`36
z#b}&_2{;>5a1mx=DHdSu`xrUwimv5`u^J=L?MR^I1VS(wyI=;!VlKXbMHn`Umg6W4
z&Y~w6iESPrKPF)^o*GNVcnR~+FOiC|J-SwKV8Sp=$JiC@|C1ghBN59m0~5xP5tm{y
zZo~@Qjv;Tb%`h6Te~2DqET-TT%)~XAhZ*Ck7!RN;n+9VTwwOT0*cTJ^iYARf8WFEy
zHXgtN{1r>F!$b;rlS%dnLxw{!4!b`}!*MERVDw}v#>rTWi?IUFVAx6~^Asw^2u#E%
zOmh>MN+271Ol6khi&&1i82lDTGK|EF7>{)yqhjoj8JLW@cnXVgLNX0r#r}^G82UI3
z##=E7^D!O2Kz9y-7Ee$yw#PD@jX|r~Bp8837>9kIq+;BKnOHH6k-}cn87Vx1L2HPg
zNrSOp3Ju0bpJEf?$C!y<VIH1*%Io$P6R0zbp~Aix@;0*<qtTz;GYQ*ZIu6Agd=d+B
z6_(*%49a2e!3b<Qn+9V9CgE$Cq4B9yjKi=PC#RC3g1{moLf+vtiP2by33zr6+X$o5
z*hH9s1vuyLRE!5O=v^ikM&Lz^!<(L=VjPL-xDs=)@v~Hn(O7}w+yp}2<4OdhF%J{4
z1XHl~T!sw0VIC%8G1i~QHeO2)F$^bRET&*0F2gk3irIJ(3$e+38jj%@v`(-82}BUc
zz&KoqNw^o&u^4mkA{JuT=O_RtV9<K*U@!v9Fb+MKgmu%&kIgU#W3dotU^%{o!SA#G
zze6DMeO`jWcnp4?Nro*k19LDJ_q{;R@e)>`|BH-VE_b&WjT;v*ayV`wJ;&LYjf=1V
zH(@D;Eu!HcaH)n7AF%%qClE)(<Cui6V><4`9K3*q*!CrQj<Fc@Ay=^&fip1<*JBbE
zVmcne9CT)oAM0Tm4#1!dbo6C9?k3QWKs-*uWZZ_C_#Nh9i^cRD$6^H@!ibHG1jb=Y
zp<=uP({UQ+;A>cj^_P$jyJE;Dt~)RqN25D|zyty*n1h*k6!WkQi?RMv3cwHy*~~cr
zqj3r*;2ccBZJ3ESEh9fZilvx`L0cG6jKB*Rhnrtv|4$}R@Cw@+Phl>WV-eQQWU^p;
z49;V>!AP8o@tB3lcmOl-9OmM0ScK89k{<_P@JF0>F%qX@Jj$!=|H%ZtAtDnyyvAg~
zSS-bH==zujyiUup8^+;COu~mT9iPS=T!DqS7R#^#gFZ2g8<vwF`(hj>ViL}B6G$iU
zCg$LAEX31ThK?)>*lHN9F#_W;4##2=&c<|{k2&bSg8UeaW!Msf@)>%J#9uHTTfRZZ
z(cOVS27$*h7k6S24$fwq<9rO+#>oPsvBsNhbL@yIn2FiA5({uMmSP3EKIL@0l7{0&
zj7Q@wD#n(W@hSU%2Lic748S6c$8vlEg9|7SBe59c(SH>MU^~pf1kA;!u?P#W9P6&8
z;h(WdF&cYf0?x)1T#A{WxjCB=$Rpx37Nh?fdX9}TWIGjLG)}+-oP{Yk7c(&%^Kg3(
zJ;xKsCv%N%@6dBxfP6IA*oev4_+1)~?J(C(;B5k>coAJY*mm!6Ovg4Di-#}?&tN*1
zV-B`k%eKbbu?%0u;GJw^jK*f`XfV#k6kLdz_&Vlc^Y!fiWdtS=2--!DFak3%4*S1P
zi}5kcz#PoQ%~*tAVLASW!MkaAE}IJDFdiphGNxk&W`00^EW#pe^`Y18EhiB9Aq5oj
ziUmgE-58ILU^1p)2JXOIJc~uRW&<O(hy5SJ@B+qSosFCY@m@^BComh+umHDXDSo}t
zO#yqEESo3*n_(<QV<Ha5H1uE&*5AyK<0vf0H5l>*+ZLno04AVw3qy{Pn2EzM4_9L`
z9>5B`;3g2VkKH1V0<bA2U<9V%lbDI0U>+XEV*Cy((C;Ji@8<>vqw#N;fPcpn{0cMC
z_?Z0I0*kRdR-k(zfsg|n(J&g{!~{HxDH!z$1>iGSfEiedh3GoSAsfRma4RE+GcXbJ
zFb$jKGjg~Hi*Y4Z;FlOu#QtA*8x<GPB22*En1VlHHa7f}im@A(;yvj42eTc+a0A9-
zodWg}d<ZkJ5OXp1Gv*3Dh2?k>gAdW+?aZ}9?Ee`A;)z&=$r$oE6=N4Hz`<CG1sL?D
zVf+Il(1UT<YzGx%1g2wu%)xnBh}*CX_hHai?8X>@O?HysO(2dy5{|-jd=ztV6&B(q
zEW>8IDBv(R78rr6Fb;d~CO<xm>9`(q@GC6D`i11jZWwfgvmZuaCi<rn2-+hjZ*sPB
z%&jc}Vb1oBZZ#w-%-PEC7a0@gZ0__MUMauNb~ZB8m`6WL7IA(RlCNBpk}&6A1IN{_
z^iHh7^EgEZq}|QVrtZ}@RC)*1CL;b|A0wuA-DezquJi9V$LWlz9aN(x7h#l?%)c*g
zs`ReEg>>mfSEqaPmOs*El5WJ1O0VG{UERY~>29aIi++Ek<Ct%ByxW(~Ww`nsmff_(
zQR^N#bF;IV-&m>D%GuhlTspR*-6v%T1P0y9V|!$C%|0wMTREEs4!#nR=8I@lr@)U1
zLgZLYHJ36;<+oS9*Ft`gTCJU}17&!n_bpw$<goN;O_dEs$jH`I*;A&sb~bl(8zIYd
zakgw?(eDL0tYpe%Wxh0O10PCvB}YamD`mQJR+cIivI!gkBjrdNin%10bunzDG!ADm
zLAr;NXqb#pQe?WaN|q`sWRtQ(4lCtyIh+wVEun2$Iv_Dhsf<xBNvd)|vXpYkSB^`G
za*m%zqe54L%xLXwY=*I&JrYBd(@3b4-7hdP5{Ww}sl@sHCRqyeLpdWQ%4zY7fCGFv
z2^2|;vQ5S)TP0OlBU#E?$yb(1iIOIMx4<hBs?3)dWv+}-=18itT(Y2L^Y=Yoe>TD&
zlP$(KFN_eP3Tkmue_z`6r1hnQe;2>@<or=Wm7@})Fc8XFNmWiumU2Y$l_Duob_id#
z*xWBqLX|ZVqim8f$_`0YiX{u2&EEG&yN=FA{sn>De!nkk#%tAt+e%CaXA{#E#NH@l
zG#Ey(r^Yt-i_@6qenTZyNs%n&X~|a#r33<9%(Y6Uq$}sJ1a@R99+vQqtS*-RO1z9$
z2FN_6kE{kqtC6y+qqCW#!$>)!wjC(}ov`yrX^TPeBP+d8TIMH*`$&fuox#`p_Rj0L
z`n|8x`&V64!rsuy*|hVlgi3Emjc^{hdN*ucZ8s$2-1{rNTN!!RjYnj+W^6Hv9ZmP&
z@M|)Tb^Nja26Mbf99`+XpY7<1Jt9py)4yfXy)#|eD<hOdnXbGmOTiH}UN(1jHtRfa
zLZz28is5?s>cSm6tvR6Gan<4aigXt>{MHc(jHK`a36G?lfFv0Z$*we2#<R%y&x6hx
zlPbMKwJDpcl{z5ZImhMf<4?g_Y7wP=%=gf|q+M%rRE|<==eAGsgsTox)X}R3$?;oN
zbHeH}C8t$-f7gt69+h@~A>)x5cE&k>o-vt>AM))xMVfK(QJJY3$Ihzs-l{eJ<LZpg
zo2zXWGEQ)l&Plqmqq18wPJO!4+g(d)#uKqu4%2#Ay|vnAsmFCw8jmq+1^tSpNf$=0
zP`Y<<HV<#Xv-UYUq7Pl2-?75#s_uP>^|?frRFXSuK3geGhB_P7$R;jA7bZFz-CV#z
zTb{k|PvSos;fVE>paqn&K3@E~>hW41!6(W!y;$0Hr5$UfKk?z4iT7wf=2mNmo^H-t
z{m^2Puje8}7Lwd=fvnTg2J-;^?b@qD#d4I=I_rb?_h`hKYl`VtHI88vllgq5cfO|c
z(2Q<0!z2B>F_9cE%7kuANdFfry~A~V{bN@T>!7M~aw(?^&&l7Q+avOrY@wX+FrIr~
z%jwZI`kIU@YgP?MFc;$D*PVWxkWgiT#3)B(j51DAA#mDqd$J!mCU1AAjeTXOu1=Tl
zm2#;SMT?tdOWP=>{%GmXV&@gvmEK8u9{;vl{nng+paw0_IiGO@w@Po@bAHruc_oUG
zi+|Uix=$Uys>jvmd?^__@I3tj-B1gT%MY4y$vQjZmOsxJ*?_Ib*VlccL$&v~^yopx
z4t#H(Z_Z!$^;I=ipYv&C?6$$4^I>1hbDFW&W_!*LyC!3`IbTG^p?UV4pZ&EQB_jiS
zxd$VcD2<|-a(h3rr~d0#7gK%e$2O!G8AEbT@TtlX$x^<Od}!zRq|(cEUA0+%(6^a=
z2Q2b#X1#B^ulrg8Z)1Lp+G@}9t<@^MW}Zhj;$B*Y+(tG1WC{e9^Wg*EJg<F1UZI%I
z^$YBI-tt7%*l97<=6Nag_u@kbzIoo|g#188E+}gCq}+EUT*;RH&{==Ddn%o94X9Qc
z2NB1^zRvir^)hHw$SRNbT}?NPX7u!xwu$_K7pWyx;~zdD6GwA3QQDY`Zt?poRm_l3
z2%NpW())()P}5Gxz`rsOzkgoo-R&YG{pvcM`K~{9l;kGdi_1dIKdZ3P+f}DsP>F0I
zzg~n9-+9U2N^c*XRkxN@4TK*5x;y{a5MdOPyT8)=s-{~~BJFxHg5m$D^ls4x1)Z$Q
zs3XX)v;A>>OUArImEJ?zx3(u`CK>%E$kJZ)D@isfljX27NiHi7OQRSVE8Ug#GD6ua
z(;@uGmzCaTT47AJ3bm!dRTXA8<t9V&W1OwSgAenu60JA>>g103);7@tVmZlYOTFGy
zvP3#6r7}c0E>o<fg^Irn>EmqTpWBSP<RiXIz#2t_1CCV6D@h!_gMBObkcd|I;MLV>
zHNnk!0YEzTp{RGYsOHYb*&dmByR%W946@3RN-wWn7_KKz$}4@?v|W!@dRJ;s=T|FB
zhjyveQ!TTAGCz<KE%R6Li-q$N3V~;f?MwA{PRhVouEpCNlL@gL;5eykvf;8?874cG
zaq>NMeu9s{+^tR6RISE4^h{4Af4VzHw&2yqE9pKvDLrmyV;0JY+bL$7Oo#A&tX`rG
z-(Rg5ZTNFl4bKi`uabPt)muuGS>o51F==t4Qf3x$#TeF-^TG+efoN>T5*{UESWmK4
z2%LL@56NjAzn+x0`!ZT-d>qHnh@fw(CZg_q7ppdO5yd3Pc`as;)Vl+ENk?!*o|MLM
z&c=0;NznderI#1I3|HtkGV=~!=ay>H6S7IUAcqxy$?xa9QR?<{)^s%fMjH3yI<oyY
z5{2A}jOa&_1v0%Kw;2VJrAsF@1N-<lmEJoYl-~Ip`JtclW=HTT85u(tgKy?)Q9Aag
zHFZzP(Ei+YmdbP%_3lSuPf@nXVP&IShVZiQD!t3JxPDjn+PR?Wd>__I2QOv-xyH#D
zWs;;qVDcGGa+>-6Z{+O(^mMcABtCo_pIq|Op`2Q+P`00=ylN=RDKt~+4WyWgA1l2L
z^q4U38|g8SW5StpmEM{fvE}Og&flvprqam2i%&q+(sVUS<vGombCFLzX@l-At=fh<
zaUQM8SVTtSGT*YO>7Fl@qh#dpahaBIOlcIyG*09LRF7!;Kfk7!(N%|t#MZoKRZ;1E
zRMVA|%EUP8zfj3Xu{7fMYce*k%9u;WiylrJ+VC5`l`Uj+ggN9$99#Y?xl98b&79Ks
zPA-2MIz8SSw7i?Xy}Ca&tIA7k!v(O*<DI7c>G7>hyp#TL-*P7#qT4c$_Ys|n6RYLd
zIsLb)4Urqp3$e1F<bh{Rk9VaOGxJ;donksC)%19`YyP#>^6Q4&WaZcWIhOnZwRj@b
zH(=k&z(MRx?*`Zzzy0SK_0XfAVU3f8gQz$?(Bs{u6<07Gn!kN*kN1#9bUbx+$9Gmu
z%Tn?ei{D+G{)6jzyf;zg9~Zr&s<n?~4OxFi+c)l%47`i+IU?i9=cs+X%)g5rWtgmE
zk=vI2cd^5*kjpIfUw^&F`z&R;(yFyV2k)t>!PAe~)(`f0@2_6DW4JGY_EA56J6OgH
zrtsO4I+*jxc2b9HQ!=hDl@x#E$|cth*{`|I$$8Dyrh&)1RCB#iEtgL0^r~E8y!x|D
zVumoDAKpmQb@;ZQl8Hm~g_OoJe~8|>HkLKW4f4(*yx@}3*yG)*=}w)J-!)xuQ)xVu
zblsXtl-i-Gj8xk+l^Mv*`O=}ZibIKVQVuJ_<+3tW8r=<ZrMt31Mkvc<y0S=?D)VL2
z-Okpbt@s#TboCK?vTAdc-pb2x!jB8J<}4l_&m>MKb+K-Ty5CjJ1>Ft@s<uOX2R$21
zA-P|a(!@W5n8;B1ZML(qe=gxxp|WcZM`-=LaKliK_hBtD>^u2Ap6M`L8r?(Iz0zHY
zl@SVuU!_=<DrK?>I(u4rywf#n<TZ_Xw5kiPj%;*35tydwdVME>!}QQZM19?YaaU(_
zR@;^1$+$So<NZuG$$j6+ePnb*ww4*g82Tl$bQtYm2$czPSlKI=mC@4ZUU*2lE6>RY
z2>i0G$9m1-neX&9hema>JMm(4JCFAZZP&}+$=mnR^_OL*=6PMdhwzmV9`6xtW%f0#
z+*dWvf+KmSS2_--imB~A-Y2xQ_i5~KUiI5b#8FQ6u1~&`Im5Ywm?*0?;ib+VZ&Q<a
z&v$ZA<4?(D;<<ThGy>wJI|Lo+=J7tN#oczgk1V*$862SdP~u;BkE^@2CDRB8+u>}&
z{#Mv5Abd$mC?s%LcaL|qHlhD%2^`6><g42}-pyL-iqlumpS4x<C$bCo^fF{5`73&Q
zymS3Yo_ktmYW{@VJ>Hpmu<rN$Rr#G$tV>&MV>bDD!HxXRE(1K$qn}=U6PGA{_tC#1
z35CEj13cbWwIyla%fR~>{LwO=_|BULvK#8Czg(>b-({0CSI1osv-&ZWp?7+`gEZah
z?`4bTpC*UNfA@!jJl-rVcXze?x`#+r4_)23XS|E8L%Kf>la52a1X_M<SKg&&y|3%X
zXkP+dj~nLkzM@^9a^~u;FRbc%G6ipyg$Z=CudGv&WxujO&MP~l-u-YuI^OSW-8nje
z-`UeHyi=`2tE*eCbTy3<i|_Y%8)~}zGxFU1bhS`cQ%rck1NMRNc(wd=)%jx81l7-_
zr^tDd2lgJrClGXFI)9KRqv+8y4|%-Jb#^@e!__^yq3U)gHcHQkV@7d;@P9;hrE>&H
zBdXgYvSJh`i$vMUDqeQ}URf!%9^gn?caq2ZrM7qH57OfSD%$#}#~Y&&$F8ZUYgI!N
zd+?->q(0zm-ZFTK#~WIG(<D@Fx@?j)m?FOocQ&q3KsaoQN1lu23Rgc5-_~B?;(*%C
zUSWo@Fj8VhGXl*hIF*83-XHXyQ0L4%;yFIA*43+6{i1H+I%RTjwDac9H6HhPf70X6
z{bg4V(6?2WP+I)nCq34U;5%i~ZVcrfm;Pgz%crM%ynoUB`>x5~t}4HNO#hde{DzH=
zkLyQyh5Vh1Q#{^v+R%_6ud3MbmNgPONlVGN?-`G`kEZMNqx_&1m&y6Dy!;!~lef^M
z<KGBI5G;}*8jK@YY9&Y_cwFX<WwV;k%9^pxX5j(P@_`dAt7o-3?IStSzSq3<GyV-^
zzZRw+^RH_Kga67^kCY@58%gkz)}}AZvG2#Q?<W&CTow|?P3Ssho95G(yw5AUq+TL?
zDIJv)G6dSSoa^!O5@FTu8CTWw3<?ZpJva2+iZW!09BuuH@D0Uq-%vEFQP7JQ$>)0H
z_txA_ma<Tn6cfo(wa1V1l^H^mes@5Egg(eD7)G)rjY{}Y20qB_T}Fg&U`GG>z$BA@
zr7R>rZ(gl~P-7myVMj4lwaxsawjxrGmh+l=lGGaqGo_=FCPS3%G6e!RQiQLMiS%(C
zeOyC?ua6H~eKhsEX+Dz@&6CTo891BE)`y%SW*CWnlNgqH%VCUiNKzrxnD6o4cU7Z?
z{n4mwGDS<irtTsOCpeqbaS_vj92|lSSJICX_%Jh!n>^O}N5pb-H(v%k%-Oi7jDMJ1
zu`<tMwUVesH8BfGH%dY$6D%V*+Lzl5x}67|tY8GeXc<ES|2TrJ=F5cfTx5mKm-$F_
ztH)DXKiR3wknhKHG4z_$o50drT0(Qq+C!8VWr{LS+pZ(IZUQMkv|3TzS5HZob;U}F
zd6dS4+@Y@@hiWjI;94t~K#(_Lw6!S&KemFI1h-n*@(6xpHN2SM+cM@6(pC^Gwqis2
zaVsX>lc?zz8KLk?T{;jctl<4HtuT|I#~NZS<kFQPp6nZ9PL`~%DXChrexbre34Mfe
zZt=zV>n9|eJSV?R<Th8oT_H}RdDp^@$|fpF@-@RaDN!bh-y{;;%(3xp@`MfGc_E1*
zip!@l%6pQkoRci&H_2DZr9?R^eviT#9Uh(9F-p0NQFv3!TFO!`OTKbiN)$sY4e^iT
zs^mG3ywZ!qKo|=(wMk9<V+q!NP6p`vSBZofm&s(}eL}^hiEfm0>z%GTr2{#%Jm>M=
ztVhRWX8mO6&4EU`y<a@@qcoYqoV+02r#M?XYd+5_K<w=`67S>@Cl<6`|1=g{&r6gJ
zST^ChlK+_V#>Ka5>D1lgdAqRrlulut>l5MI$zG_oyU((YKDz7Zu{V-(+F!}I=tt=>
zmAz9-@?~6X@12Q*c=}dSA9IGd2({IEo0!=IqcrG?93UlA>2fz~oqp=IpM*X}%m|55
zo{%xhLt2Wyz?7w|(A4@;UWxLl_$33c+FQgZ`(=#6yP(Q;$x^<Me5FiEEc_m4>9~X{
zUWox`$O|4B*p01~IE0~*m?xY~ZcZau`-MM0cIp>EjF5aS<q0WK9u|J?O!vW13yRTO
zqA|*7NmWKkmNG-~m8Ydd;TZNLJMC8z{v=B!zUs|5UPSvs&Ogc6B@x_d1=9(BD)puj
zn?vwp*{M0XL)4u7cIq^apQSXK5j9-P*h15|eF%C{Mo#0P@|#T8^{y8^UN)rRdW{V>
zP2WI@XEVL%ksr9As8dR@QCCu|@ug_$_kh%zP6hn>{B$OqvA`p{^$pqhdzhvRWMmF=
zESYd$S*Xdll~!V9KLpNRz$Y}dx(|Pp-={N=3y3(Z5d}X=yBW;m$EE)a5|%IYcrR#t
zDf4@lo<WCc4;QkI9<Bptz)K!!(uSIgSk>hvnK6qCvvR`SUXo?AoGs0edwKFxy3Zub
z!!iN_$G+t8j@D9LXC=^0sc9rxCRv(fuH-8Vr9@M%A!Q@IY^h1g6xx+3;VHx~e%T(c
z4rhJiWyTNJ!{rp#IbDlAvPJj34C3lvS;%Ff1q*r(u2IB7Z5FiMH<z;zwb<jO4b@JO
zLw&oM?qR_rc%no)KE+0@kP%POIDY>T0$YhaiqU6v6hrIimtRaE(l?U*&gw`qEM#x8
zL<Y>@E?0|Mw!|LNhtKMeHs$oxeHMi-mJtfCwJHU&bQTqI2-GDGfe?6hsXcCUedE^D
z(Q28rb#saeUM2(7rpsgkcJ9IpOuk`DKYP_ho3l>U)n4vM9>B}=c%Rn|k$YCQxM|Dt
za@b9MGv%@}UK-7Y;nH21B_qJm=2e+7o0%IX`Ke6#%mkj>@df?!2sV6Gj_BG1xvY5x
zNtPxG;f0uJ>7L5f)WffOyq{{78?SEKmDjHH5-5@6uGg#yT_cT!>sZhYXJ)hTyVj=X
zv=Zef@p~FLEhwcDqi|YKPD-l6GYiTg$yfGCiLzJx=0Kr@Lg02<HAD~WyUxnMISj-(
zeaZGlnLURW0?x=h(m2|`E^Fp6$Sq#imn`@}s@LVr9Bw?~rCu7FYOQonqrg=%LRl}<
zA#m;M_5h#s4RE8Ivqy8;x}48N)6J^uu^0cCYz3^JFC|*wyHe}#+*&oxvIp$cpAT5%
z7~V9OAtdJxeu{Eh7Aoguo$|HpSN6zx2+X6z8@02Sn1RpG*&ONq469el2xXN_S9k^i
z+U2g`_Y7&PtKm;qO(n<k)_F*`mws<Y*c+VW?qCz?mv?lNDRbHEuD|JvMxoDATDHU}
zugMq)T=Ir}IE?&Bo_m%SY?UFJA%_g_T6qfzZq!U%tr1+W8JpCJAeeI{bGM)LSlY<c
zuleA<VlL%x)6C8NcFRI#v#bM0NVd+{#%2-e8cN4`oJh(E`e$3WU{#wT#n&b6QSgI2
zZKg@}$T<W8Cz1L)9kl45Wad1M;O$q+vUyB{wku_`+Hj>DQG-{?Z>nRZG@frQN2y^e
zWh938TFKV{=zu0x8&J13m_++-Zqml-JwVoc>P;rO?={kgf0Etvskh52IiuxuS|tI`
zVT)DLR;|5C2B<Yx$pqE0O6DWSEZ!l!QMNwEOui^PpJPD$DMDA3TdP{6v+ArB?xkTS
zk7gOI;gd2xol)?;&v>IO*Qg`1+KSo<;q_N}ysLCz7F6qx-uk~*bw^$Pus)hl?|J$&
zd$q^=wRV3kTkm=L(`}86eBRkCaKajo_dP9V>rXOpp`H}R8^(FbB9pUbj(z2(-)Rvb
zp)W8i^jj@1iQfw}?hcJ<9@-^`A2rn>yz-!jWA+~#RKM#YQ^siO<C3bJm8=(>tsOVL
zBfDN;xPsr2Gssg{wO(ZHdI^7#eXu}=u;lQ6PnHeS6Dl`tzsf>Qa9Y-Z)BipDLa#{g
z=UDLV1LZ6POUVK*FoTl}qtSbMSZ?eeNx0K{619%AVglhJnZCeR)KbMOn-<WZc57u>
z5{XMm&|$50b?thD2jV4kA>)^@)*hx4zF}(0A#XhKj)3(te<A(ovR>9KbhdJ~)hD!~
z7)Jdvj3hZv8lJeSw}?)ym+p&LDv%LMu1p8VO}Vmc5&a)3n>0<Ll;}zxOL+;VN~n?~
zG0JQiqx@Y`mDeQeB{KAqow^h+-zyWPRtAwG9Wz+Ulp)FsGDVp!3zey|PDzyg%1}A4
zJTCQK_C<D7X3G#|uS|i!ts6YvS~@{^67Q9lIcV_opRUf7!^&~Ftn83Ri(#{Lhwz+@
z9M^TW)joIi(d&+?qgNvD?Q>H~^3Z@y|HDlw$@)sZ7XH4JDE$7az%B_@c<4_#Bx96)
zl4`BXQUc}tQfHGI1&=W;Hrv-Ar7Sq?1=GdV*f|MZLfSZqfxw=dX^QqX_?%2!LT{(a
zJYAhAs}<hhRr*QRGCe|)y|>g_N=&3L#y{e5ZVR@^fTc`{7F%S38n8v?BS!>kXmV>I
zna)y+Z+s&Ee0=m9HyUoS&&K+-8!cHF*p*A0;3s%Se~WZl##!)j8L^BlzEV<`(Fz_~
zRF+A;GFM8J_2TymGp)@>`lbiBe@|+oV~FD1IYudzRE68WS178t>|`l0GT+|p-F%z9
zky%c@8zd`J4{EEOt{TD9Xwo)b;pwdB0v0%8XOgkkHjnqDZu@@cWM(EWZgW#dyxs+8
zQv4G6UY9<QTCYN`gexngzmh5AmG@+xvQ<_qdt@gBp8E940r{LBkZI3!o>Z24uaRWC
zbW}K-DMd0xIU);{OR`S6Ap61Lzunr)^*cENxBCtcbs`CeZMREba87!>&SpO)BVMOg
z&*%2(XCs}Nr$@(`di$TnI=!%YoeoWt?{z6%YAuIF626?sk7bB17048Y7lf5}Wu3BJ
z_G^-d<g)UTgk}-BL}HYuWsI^+Qk4wJQr?k#2;8{a<DH@dd*Yn@kj3q$qtJd=rR<!(
ztJ25}o~19fbX-BP&&Y@sWZfgvl`XOq9JlO|%`2FZP4>tUWX@mK=%_u?_zf15r288r
z9w#FpaP}U%I@fuvjyFsweHW2w+J?I4<?S~(jkMY;yWViN3hnTPb$b2dB*3X?20MEg
ziS_F|xLV7mS=*(%vQ@@pQ$^W+kGHk%Y;DfVbJ>jg53-tgN8^LCE1Px(ACxo5)T#9*
z(SZl0?VCimJSYP&aL_^fMxY;!+2;&3Q&RPOx0JLD-6rKVIjp=Pmz7*;v=TT-DY-I2
z;XxP(+(==*(T%seTR>rsBD=ez&&%$WG;oxBuX(0Qt+yaa!j(zVUl}Fim4{{CTXc~Z
zI(6v<*$;vGZDzinPCGBZzePbWN~2Y*{#d#z8)byDLZ&P4$x>yzY=XcGU)sG~V)fF$
zj1AD`D+yT5P;~oB+9Escx;1*~u$t?HJ7oN7vJbbSmTT1gvRb1i$WA3$zK8JHU)j%1
zWuLD)Nc-M=u%0#ZU64J)1)IdY!x=S_pmErG2`Qd%OUcscWP){x?!mb;gK+J``eJh9
zIz?O(1Rv(rZ=Ed#=jG@cW=l&FuA#ZDt-K-6a!5HWQEwB)D^e6^CJ@z2roYYR?sQm|
z>6$2CVl$65ZLFpg6V#$~Z69frL!X98cZFv~lqE7<nJ-Hfo_N-x^XBSp;$dO}CtqpU
z4qw9>nXY;ICP(Nyq<&KCXzn*f#wgE9s<K3jXwF`hubh*Tci6;bQtMro$|YPmDgD9W
ze^e&C%k^e_u|2wle?GeU6(dJvo#rl*{mOPZuk4X}?{Q61_n1Vz$5swFCL>kXF`1$I
z9g}5h;4#^(h8&Y4YO`bVo7&}=G+v7x$geggzuKDo$jh}$*V5E(WY_4HWLIw`yV{iO
z>yTo&W@^Q&F=N)zs4_`aIGnGeZOx9$E=_dPaXEv2(Nb$YBRlH2JzLA{eKPt5KD{U-
zSjWxCbcH({<$c+t6v$x+)NkkG#K_H&oiFG`=8~jtU{?2fpDBF3lzhNOj3e4l{5~X@
zM6g2Uy-y*hWHmTyel5G+r%gA0Eoab=mryl-i(K;8mJ-dRUp;b3`sb3m@z*jTm(<sN
zE%T8J!POewj6!tr0m<6nyvZyl!yKvi0o!|(bpL?LG9~{5N}c?Hvu5CHU-Jf@HrsVU
zdTiA5!$N)RK1<WJk$M|Rx3-tlWfl<KRzf#$HBw5j;R);V)!(&<*Gf)Ez^i&<*03*)
ze=I@cghc5DX(Hi>6EeRe?{}pUzL~re^(Cil7I>md_dK(JFqa^Vkbfz`W+!CL`$X&a
zmh{phxsA3{#u61_rA#E)fRya6{%M4poRBlQTqEZY{;TZVK$jEcJefI`(3R$aBTv}9
z4e|B1DX)`gm1aVQzOCfz?ShSr^(kL3%uJ$-WD_|#$R4)PAu#n@P4cACCRUu5?n;S_
zP%g-H<(w>4&d4U^yc`BcK#BaeiS5Fh<eP~-E8Uf!WrSi#))op*S<JPSEY+AYt7&<}
z9FoHt)5%IxK}-t`-Y6ZmIBSO2F0psi$P0gZ7>wmsJVVB8p_HYPs;tx!^fZ&NY?2b?
zNAb&J(BdRKkEL<aUwKZ(D{sg=<sDhANzTcBT{<G?mAz8$BZl|fNssp(olNlz??;>@
zo{-Q_n1YE*^<}zLlJJ6RmcnsJNtP02lK6cL!zEPVolb?fY!#lfQRYjQ@}lG`%cVqF
zDSn^84y{FxX8m=kOp9jcdPNUS^E9SHRx7_~-X{L~btnF%a^@5E99O9XY(+<@v_<Z7
z`)_4SH7u108cnkK8vUELomUw$b(ZWT1-G@|Z>7p3QZJvSBI%gV5yi!$d-;4?Eb^4~
zxt6q7_0_8^O)*RIA@I>t);nsh$rt2@d@e0Nk$T%$eMUMer)3BP7L&?1j42mn<~D|L
ztSr^l!(@}vOAagd%4KDU#C*z|W`pzDNyA>}`w(@xwck1!Pc&Bw^Atuv`B8R4;L-2w
zRxI(gBGkWveC<w4;{y81d8mM-@iGDe`<=F%lI?2>hll0-!hvLIk}oA+;as8|7r)P-
zSVEQK5~Fb7Rrmyy!kx3Vl&_qS5`|mw?a)^Cf6fr=7oars1^xLB6vO|Fb^n}5_*Y5Q
zgxuLHCnO&nL1*O1dQR3Z64XD#7b)uO+j>C)KWA`Xla8O0bfpZjn4-KP3zglnPT8e(
z>E+9Lh0VDG4oXLbhklg<GDX=Z3n8$8N_^X9-v!ySgKaZF4(sZk61r30yWGHL(C<Xy
zu6rk&;Th>qH1mACGD+qsZdt7?ke$jR`Cj=<YVCr(5^m97$&>NQCYh(KlGVyV*{S?4
z-z$99ZZ~`*;mR@Tubh?fidW`=gI!|HZl-f&ne0N&bl>aRXgOcV{t&c^BYT;&Eo4n=
zD=Lnt24ylqqhe%UA&Do*YGtwPETmhTHJvu7-X7R09hJ>8MEOLfK)c#Mdc3{a8r83-
zr`gxjxs>05^<#Bwl`)WexEYv0gzp4ealyJ6E?ccH>ebpynJXk*d0+Y~g)&~*CG#Ng
zWAgd7NX?&hZ)s%auHmbzWWOeflk*n!zF?`pbX2Cu5M`oF`GT&zqBNJ$pR(by-{vdc
zBwyFom6(0Z$5LW=D`+1vsS>Je*A<*(&&hzj&c?SU=J2W|U!odZy{mUwFA_u$r$t7v
z-q*9RpS5Q<^LXlhEoy?ChrmQuKc*wm;b&>GpDD#F!uwgBB_otIGTmaSvP3p1FUw)&
z1G%j1l|~03PmATv;CJ;!-4Pn|xlC8SlBLQn*`#cd!%C4{Rz8zP2kB41d5Jp6<{m2}
zSY-E~uI!bi3g<w@BZtAkmBMc%bu_ymjf*hsf<z&^z=$GNHw}^*8r>;KmZ>!_$mSwv
zUq^=v8yx>|?(uVbYlibkz@28=eMW+LZlp2MEFNjhFn5eJ=J}btyRgL1Tt3ox%g;<7
zY3%khH^&&K{LJr17{B<L{}^GUIn4YK#!C+Koe{<ghq-iwvCd)seT1>qVV)mueB+2Z
zHr&W@ntNl6VrN&vD_l|Y1{y!O%x`0i*G+TYK)3OcX)fr^cW#;$F-E#SQN|j7^SM68
z=l<rey^U}E&2M@eb847h^ft0;m|J=qn`@YF^)_;9YRX+T%@6w+-_$f$^f8v!(wGgk
zOg<yAua>!|4?m%xG1&oTZmf|XU@ng}z78<?g5XO5=A}MHVW6&cp9wUdz1?^=$ox6h
zcr(cSI@b6&$lM)kEV@otuf5JZa=WqTI&=H&#t+w->u)#GYMZa!ZXB+y{a8`QJb$}!
zsE(#AuVZHRHJ-0)&h2Y_T32IA>Y8$g;i+rRxx>h;Xa3aJ*j&#%+SmB1p80uS<9t2y
z{l3OG?)sWE^?GyL9mcZj&3ErG_Fb<rXRkMZyu)}l*gSlP@lmkG91S+N_A@R8n>qcA
z#W$Es`Wf%tV5apm<}}c?Sq;pW`WqiNFunbZ;s)jq{fu84m|ylYcHXFKzq`>q)!#^K
zXddWqtY~O{+~3&J&|K5snA^zRmDL9unU(#G-x_JsC5_ED2N>%bn+pdR-!;~lzc(>|
z8DOkvVwMarwl*>M3@{EiF*gk`wuMY(i+<YFe08Alb5q^Ao0@f9G}uUOZl(_AYa`7i
zamEMD&9pe<U~}`_K;v9<vv{EKLJM=pK;x|zCO@Dcp{ARpYeUV~2N~N#&F2OgUx%8%
z-f8?AYJPL4@p4P^i#z!`Nps7c#=e&3TX!1gTADB2X}oZg>5Vhqy~+F`jxUomzl<}^
z++=<lXUqvR--|O!Zr195yV?A3knwse4R35^zIvB&sFgYIF5~A`<}ZVcg{{q!LB^Wa
z<{tMT<M}q4=<PP<k9Qe6+L(v$GETKIKfBBDwlUY;Wt4|^qi3JDHRlg8zHMt>9Bj;K
zXPz8vWVJK*4mR@JnVSb2U$-+?4mQ4t7`}73vFDbC9}G9<wl_Z*Vq~>9vxXQ4+lOZj
zH(t5bJT}DGa;v#>h~c@_BxXeiGh?XR*w(?EJ=FMnM~zzD(cC@M*xAwCFw{uzq%mtd
znNQzs?CWHn9csMPSz|VIHaFdEeA(H2^KN5Vq{e(4X`Z{=I38&h-)&_5MPokui}_Z(
z@$FyCm*S08T{Nb!i+McWDC=VGiZ|Ztsxb$<nlImDxPR_yrru+G*iEC3bTj#>g5SEC
z8}Bhb>aH;*-OV|}jMOOer+bWoD2+KCWo{m3%<W;W9A@n9p)o)8FwYM&UW_)64Ku!o
z)|j88%~kgr3vM$r?ltz@rZH!4GY{R%uRxfe-D_;?sWIR5G}DF~l{I>rKi_L)-nZeY
zqt3fqZrJ*ZbFxGBRXS@17&Ch5QQVk+TuxRxAN4EPFx2C`H-Ky8H8owg*0O&^tGqx?
z)^v5P_nGhP#=}bvU#63tq-`x%`+!moA^KPPtBkGX>JqRjw2yCjRj90Bxn9u$Yq{uv
z(-)t#;rm*yX)d>2x-ZWD&uP@5c)OZvE1X7MivMTv^^7akRZDI-jrzuwYOjvJ-q=^k
zJ7fH9I8ob`@5k9-MP1jeZo5)HJGB@6XiUI0@j)bT7}pt}PVePQd7GU+ns`nB)h?@%
zE<65jcKRy=eS;nUq@DhRon8jlbG30ByRF=;^!=UTe=XJTn)oZNb6gXjYu8rrOfO%4
z{dl<k?YHCe=l1d~-{kwB_l)fLQY-#?V~M?@w!`XX$~+0E?`rREGT+J=W3NxN*MIYh
z6@So<pF_MhxYrL>N5<Ll2krQ+cKoAud@E*z4(Cm#RkD7LPyfacujQOL<15E)w6Wri
zsdk3%nphcj*zsb=zZYV~>!-%_?=w68o@Q43SS#8%XUA`_<2gP1{u<E$ZP0!@zNs(P
z%_Bjq@b#?B>RFhbVX7TJ+m3H-$1k_z*V^$7?D$=F{0Te0iyeR2j&Jd!Reo1HzKuzP
z+_cC%X7#}OpEp=^1@V3D_(VHHq8-1+j=$ZGf7*`!$&SCWX_gbO9UE;|+}%$9ogKfN
zc>2%nlD*;vf2-oMB&#WX?D$*k_y^ope5@URj~)Mp9nYI}zCSndzHMw*+{un#Ysa@Z
zYmG!_!>ZpXu~&??S47(xf@@d}Iyld&STBwB?^fcqg5`GlEBopgJN@kWR(gG`U;m!5
z)1SB|{ec?vUkhsS)79HPu%;D1+m63768GEjC+zsPR{2Jz9pCGmRZc%U{%1RWxgCG2
z9pAN<)v-_92d$R=<gnIUISSo#+=|y1Z1ry{8ML80tlft9|E#|>JHDp9`%$0oFWS#a
zU)PSml759<@qD}dM%Ny;8eS<#vg){+2Yl`;zn-!0fJ|-RTG^@P1*=_gc0G>;@Ki7D
zntk5tcpE$ZW#a2IhwDBm18(FnGx#so`XTmuXCN;cvwqlkD}JXP-=28Q*CouV=MFo5
zfSta`Wu?E%j!&}V9cfnl&361DyPO^2zH+!aw^x+e8Ls@^WRx9m23Za2(#<O9?{<7F
z@!FshTYLFp^dr{#mt?2!)Ix?fq=Vb_kz@W|_WjSGTxXRx%5GRAJAO9tTHeJwt@Kw8
zPZ@Ul&0L-9pYI+Fk6wxIZN-oAt>uNs+E)47oB87JGxW(F{hM#EC_8s`1#9j2xtFZ?
zZdP(5hV!y+iCL4Z3a%U_X4&zZT{5x}9o*d5%6DaiL+e`k9Gk3sdQ+%>i;33`M%wAE
zT-=M=>4%=NV(MARjQ|2#f7<1%%kO5#_ZsCZ-)&sk$se{?l=rhLreD6l^>+MFyP%GC
z{10~gW_#*f8Sy6dt%{>hSQU@8)5qHJ$A|o%y52m%$MXCCzh_L6EMpqm*v4cT+gMVK
zwU=GUGKi36lI)}j*<NEwOcG*lI}sr!WG5yGNzB_@LMlnpw2)<z#P?j+^LfU5uFvmx
z|6zHYbDeXpeYuwx?8|@UlIs3|g2bRdCrV0W;4@I@&V+3qfx&Z4z$L@>T1XyP4z4Bm
zgw(OgdC4N+&r^RY`H{a6SQYYP<kPoVegCNvVU?nm&p~35*(+H(v@!ZvOMg-c2{Qjp
z7}1W|Q>H5;-<TY*`fZTRTPEC8+lX7>lgZ6T5{&-jweXWnUZ5!S`=5h;AM(1E^FQ+9
zclDBCg`(bGjl`|Vmx_`x`d2Q$TgkAv(AVesDe`yl3-c3ya%mNPTMSP0=V&W1{SET)
zHOQQnTvh31#_pQS;FYM~hrG=^*q6b{UdzdE&9FS^$&6&LA1TQA6NVDV8%bow!QKim
z6hq#Zyi+)MHS)#elimhTB0onS&p?M+E|XF55^xan2OR6f)0sRi7_h2REB4w<zOXJF
zm{0te>k9b_j=SceB6G!;M2VJL3H!5vy`I8j%wi<`cL+2Gz7YtIOoan&XWx>KD*-MU
zvRBbkaB$lE7Li=$JtK4V7jEp-$9R=p#hK(!jN)QMdq>;SF!XG17(x+w-iyMmp<lt(
z@dE0X+zDQcj(?*5o+~-^^OS-8{~4$3V#sSC0^?xalgOElFXPA?Hvrcu>ofAKw&2oq
z>=haf2P^&#*#Dolf65o7g&X@F(sJ6L5-tACT<TqeK)dW(CKx<7r-Mu6wcCLAp@aCc
zaPaT~aIMOT<X2e|@zmc<elO@DL46AH#K2I^{NS2kA^D!ToIL-d&>!0rydCX~CU?i2
zo#ZjG(C;>p34W!Z_C5$+As<=}MY^Y0BTMFz&k=5lG%ybO=H|Y+zNP+!n||K1GQQkd
z9<bbe@yT2-NMkdDUg?UkCo_e;CJQ(A#*GQs|7#oDPTuWx@E9wVS3<~RoW|Ws1}tOe
z1gg5bw}%OSr=W8$1gs_7vmz1<Uk@J6jNB$aHx*pl<crcqjDzn!@FQX*gJU_s>8SoA
z<wZh~PBR!TBcn-oEdg8y$|UkQ42Yh#@vXv5L8Zi^pmdx(OrE=_<-zQ&#1$G!;~XZV
zg}oAF#cUi`_!N$HL?2DwKM`C@d=Yu$&ET4`<K!)wfxOnbOwzG3Tbf8m%bE70QX;b^
z1gz*K`=@*sRpcgsrBz_?XO{34@`9YCb@h-?75X>&LtisueyrNqIkN^_JL`|+1un5f
zBv5-5kZx!aH2wq$v?|(@yCwAzd0RGx7}|-7Lk6!NfSpkC%H-i^P(_bhfea~qL|_~r
zxB!8ShxQ7RcjA;%fIOZ2U^zHwPu{FL?93|#u2r;8xGC|y+_+24+v|Iy|9}WK?(uJz
zld5PHL_+B-_BvAo2GetaYr<$LdlPUn2UO*C$-6CsepA|coBY6g;9bf8E8GOuVv^1H
zBc603d;QJ?!+ZF<%1dCeQ;<+MTSKIIn*d_jYw9uGLh}9_p^rc1%}w&&6G60ubJd2O
zgIp-SMLRE%r($>sdTl8fOF@ZQFr-y7pM3BSs6y>EJIQbV2tI;#E|V`0gB`7^YLY{f
zv9>F~Bdxx)k(Vhrl>&i|NBN#Wf{T@M2Gm8kDcXxw;aE#(2=y0FgMJzVx<{TG1%8Bl
zgdB#%loCU6T(qMf%U6tzK=`Se{-lahMFB>vCDK76H1gCpVNi2u-uO0i=<u81Md)az
za1(Ie&ItHu2m~u==QgWayYUa?lkZvmpjV%Un%05ihFFAqx}+UO9?8b30nH~*UWb4-
z&`x+=1XPYAs??ah9u;mfc6f5Y{vQP*Rn&<I+<n*@@~C6T*>kYt{Ypbi8^Li2=D3s8
zm2ohejb3WTUZ0b9`2hM-0QMRsIkzjrrGp{Rk#wsOh@olU!!a6@yc{On6!kcc2aw8=
zl=?IF!_GoFDBJ*cruyJo#e>O5_u<M={%^016u3La@5q<33Sy{Vw4r>KU)sdRZ{Z*h
zc}?La1JAw${yF(@@^WRtr|2=&B?|gqN1kM>Wv|$$kmCZ;;4-e+t0{Tr=79Zw^<3a1
zgd4|s^1;FLz}`OcIA%aQ!{1K@kzfY*^wCTZ832E2HVjF6dv#Gh9$Xh<TZNmdx%M^!
z9R_vp81<uHmw(6=ZvT{5jzrDqM+LV9EUFU<NoxugE(h-e><u8l@x1&)E?LLf%beet
zZn-fF0hJ(MBixk4dt3oVk^e?J=Xr<_Tugzf5|iKwmV_4dQ{*$3!a*DAn*uQUS)YRI
z$Z2*nhEI4Nd_VOcZ-N{*{~Q_U03P)EQP7@C&p}Kew_2^Cy&OQKk=skY4rO^$4&_>x
zkuqx;#}T{WSbNR0<oUXQOLBY7wmg{MYgQBj?UxmrA=2e6A}zYc<e3}~;%Mka;l}YA
zw(4T!UyzT-Ig3|@{5E-cGh~~VuKlula~O)A=hv+!Lvw|EC@P(%w^1Hj3ju3j2guiR
zvT935a!=O=c5zC;64m!wfY0Hi*NXbZ$va_1_J~)3f;JSKe&4@s0&|yaw?u9l;jF(9
zn3h09OE{7z@vWuuv{zHOZM2Sl3*n|$G>=2Zmr}n!?Udeb?Nsr!5$>em9M*)MHrlJ?
zb1V5L;w0eS>>b+uraz6qVsarcJ%#v1xEavWzXi|30P;u?nJSLsE}%4deRB6?>{Zo&
z!`caY=EGv<`jdi2oUXO%%gbzM9L(fuT=@&aO^K9biD*+8O`dftVC`z7-bXtH*rs7e
z2D!pgWX4eMOe6?nKuv_3sz|<$9LHL7@_fB;6VS5<z_ls7M*XW!iO#0|BpeHSooHvR
zv18UDT(*0aDL6?7ji2=w)(GnvwZkd$z0V+kb$|O2HKhu}bD>R00otp9v~m-myU|M{
zkK^Q7ocdpo|JDQ<dYe2-hHzsiwLZ9Zl4j&Bz~w{xOfZ{*<};BXiTo1z_;<l&DQvI!
z_HfXb<5)C#U-G#{ayovW{EN51F)T?Hc99{|M0%<+1QTg!sc=)ZGec2A%J-6|O%GU2
zZ96AvCxz$BHEE}T^a5kQ#_KutM;UHTu<B*Ofuy(BDkgA`PcD#8pZ~u(kndr4go6Uk
z(((=R(R-n<BljWU5%lHPe=ICADv3jHS<)<~Y~%X_9}A1CmB3A_raC0e&}7LyPpR7(
ztv=(Xe?-!SUaREamcLs)%cHNswEu(XnWD{oE?`L?^3Z2tcN~if-AulxME=S^e?)C*
zw9B1Fy@B%gc*?1b?Kt_h2$aAX`YGE5ae5pmOOiJdZt_+6QRquwve!oHhog7;WgZVJ
z9yC7?V6JOSwCy7#indgKBeyGz^=uE`Jp_Ue$-{<%YbJjnuk`@9wyQ8%Ae*34SSTDM
z<>-Qf3c-N2%y_&`<jdJJbW~kMKB5yGq%xq$Zg5b9yFRIWd$l0X7YF?s<Sz*?>jevX
z0S;D0D456u7xp1RG`V?c-Bfq-@J5!@CC?ylUj|&qpr2`{p$|J+Lgl(6(7xtqUwW?0
zDY#ywAgT=#6enLK+&J!OmU(j3A>XZrcxxw${08|=_9ToE@@1YLaNO}#*q0#*H-bZC
zB^)6OjT;=!X~%m|xT&)XIqS@eC-40*3~4}#<aJ*I*ML&2ec86|3Ru&V>0r<Evg|Pq
zGTI@*SPDAzgyWC5_$Qu}o;xWVa%~$wQ9habW*wx;^+LMR|N6D!rH6$+jdVHz?xoy4
zONsA|bni`s{^N{e4!OG$xJJITAoOK6vRAb}uygQ1%Y)gAw=opVABY5bnP8c4Q?>KC
z?$t({LH%9-HnN)9Xmck*|Mb@Z%d=>wF?qyN@M)II_%=WUri9Ogz_G5ASCLoW2Cj|s
zHu<n1xRz}H7vMOynZLP?l<b_J5m;>oa6#n8&u=V|m&i-?1z*bTt@h$X;U?q5Ux6KM
zDwC;Sj>Ct>wS)TWciRjGy;5{=nhC-<;li9e>dgdsih!u&k}txsdjL>fxXC~bdB)RR
z8c+gxLL(Fi22<&_D=9cX9D=3{=nDB+Zi%$2EB1qf!MwMnH8Gz2YD3uRKs%q2d)#C~
zDsOB`(b@^Oc1a*v)Y+?s5l9X;v$w{Ozeau%jnb3R!Cs5V-8(dU$*;Ww`(>z~w?FK^
zmxl)fXDE1%f<3Hbb-YZtspGxQ>Gfvn*O(fx7PN#el1Fl$)4H!c0FEnhPbXF5cds8-
zKIpDd4pT9P1~jL?lP~0Wr4wSkfiN8VCUUBQydvBL9`20vv#I}Nn$-_xH<JHQFt!v7
zY2%3=1VdwPBd14MVhO@cRjuYKt~~h?@(Em^7Y~KtHtkH{;~B74PCnQ$7>2${gkv4*
z-y?sblE0#Xbl3D4wCWf-Dm4V@+yQcsaFg@&dC=cQ{i)P1QZr`;zb3E2({k-)4Tr-1
zhDBCio@%C{_bF)48x)nv&ykPheRD0r&ck3R<F-GiVOaB4?w#SAA~yj??g>~+r)jU!
zaHMO<U2GhAEAoZ;{FtYtVA|84)<72J{c9nk+8b-W%$gjAf|*BqZG@YeToVm_U0ZG<
zKgrHmfcpQEkDL%N<bD&19|1$|E$h+bQ5=^F)6fF)#XLVy2gg<4SwuYW3heLU<e%5t
zk#VdA1&zi8EQ+9mKIFMMUd52VMZTBYc9e(bZ4hp1B6I}EGt~c)`W}~4TC;7FBp|bK
za3|L^BM_ce7)7eR)x7^;c>I)rHLZrCUIjnP$y=+k3VA%|P+bJ{AkVnn$m?k=si9F6
zl&%BE)vX)(c{uXQ>|_nd9~cS8Irn1n@qF^8@(x!cX=8P{r0&Rc{YN2PmAB!iCi&;&
zxydynkB)|Z#$@Pg4Xq$Q%r>k|;CJ$4dM```4PJwx*i;ybq2t%cLwT!8Ml*ZOB|ka}
z`gO=plDkJrzmgZj_{i0dOmvTpfn#^Xe^Iz;Gws=Cw2J1FrylbonuIkEcB_syRhR)h
zB@0E<6mnyD$zEoyB+ueZfkrNOipYDI^Gdn&v5d;&V5cohR!e-ia1+;W7*&Fv4&2L_
zAmJATq)q25@+;fnU?>C4Hy#dJO$S%~H_0n=6RhLrcfyV1TT@{Fn=oTYdZ{-7hCXW!
zL-BO5Pq;~N<XpfK^8+*H`jz@qxfIuJm^>0~OU}KSH(t20v%D`H_ktO3rQ!ZpO~XnA
z*YV6myG5a7Bx%K2@(CuXD%@1gHg*>+)NbShSw`9_r_)aANVt|pWUtl2jh%w4ZI-)x
z@_&1MEB`Qp*pE>bb;!$31YgcF%63eCv>No)@gnjipZG_bg~df({}A$)wAW-3?7h{|
zk7zFaxHs>{X(irKIs11k(*-7@V5Yr?3`t|QSE6uRFyrAz?aZQn`f=#DqW)&#_8|0z
z)%W)`533aHT>^<qQmNJy7~Rb$OLcIlE8J9QLmHL5+N%e7+s^{_|6N1CU#Fc`92*V+
zd-upWHUvE#9HL%_<I)2VkhaL}<OeE(>ki=;;U=JdPa~J+#}3R@T$To=RDR+^XgV79
zBG1R221-ks<17k#=7xjKu;X1JckfS?dIJvDj15>#SsK}^EqUK}VW&9xL~{2Q!e+zG
zgw=z46P@ACi@@Zp=@H~i``W|P;CL6eCNXr-n0(BBI4(r~8hOgpfF-5Leex{}8+%0z
z(}tZe9gb@i^>4S72HKQUwGMk<Q+}g30@DU}i~QnH@Og9;k%E8+^QLJec`xB6gGn2q
zZ@&L+u7%XEJkn+)n0;6FQwsP1PWJOR{oaJ3`Lke1Mmu}W6mHr;4QF|ocLsVu_)U~l
zQR<f$ZuA>Y0B>!%w2clFJUb5pEvd=mGxmbZQo>$;3pY92wiN+sm6m@C4%{2_>Ex*~
zurrr-VrPoJX&d!_gdwfFr;R}PmUc*>V^2Ey$Z-K{q6H0Q2{!?q;Gn8G4u2cmU6@x9
zZtTB*w~-fTY^Z}*DTwCNYbYYm`-Fz(5AYLOOPg_@EN?Xn21oMzSKGh`<nxOoBT^9d
z`i1-~Pd2oT<(dsU`#HnqrG7o~1HphH_ZPs)6g1`>t%lwwcOPZ{jojU5mzx8}W4Oam
zJ0r-ia_UaB0d<m(9*e*Xv)*;&EY=F-cZ``JgNq4mOBaQkD!N!0Rb7ty_1}Txp^N<!
zZRFV4d(jVlMoQS@rtNX+wU$O>sw_Dl{Aqx13O8|_$8azI#<h|9`FKF^82LZs?!La1
zbZ28f98K<i2@ev13B1`i2)tkjEUhDV_vs(gko!1bAQcYw@udXKz+UpvIr=~+`35@$
zJGlkW5{~f^Q0RCBG?@WCO<oF55M|#LdV##*aeq=<DcK2A0yYP=SR#Lj+~mAB*Pm_3
zW9P%qHRqv^dgP0{z<+P*_Z4pJJn<rGNFP?)O#QqWR^PAQPA24|Y~Wf7%@?qFIM3+x
z5N?b{vd5$SdEPtZJ)Bj4wS};A>RAMLkij(~4_#$>&`S@2WP%8cgN@E<#tw4#@rG;U
z?o&)<7s1X#c9d##+*!D3K7TxffSwFB0vUAQpr9`oa9SNJ$lFdtg5xx_hYr?X1rLz_
zMExGGf)6IYLw$FmuD)0TGJ|e-TO=qPf)vd~U`oPWn*2z9fO}@`N#RS7v)ar+4LYtO
z+}Lp+!5JXj+z2)=R!aWmwR<KQO+))RG{lh4r=jyc8k8<IPLsFf(z+1!Z_&<?=E&GE
zW-MYU0xdEdTz=HV`u74NFk?rJEI0_Kp>D!W4z2~kb!jr6Jd8c4Hub-ugBtI`!D>1#
zxD0km7R_m=<Fa@N+*8nHOyEAlTyr_}BVX`S5@ct0%9-)&y^9=P*buNG>7D3)!c9h^
zID|wo;IGMd3`Jlslb2or{Y)%PBrUF9<p1Xxz*i{PCKIW-20`CTBTt&#*peRPkFA6Q
zcg>X`-1L&69J|hjAi+@T-$@Qw(8c~Kwf7YhOq~G7XQ1!hB#*y{1n-1GQ06^29<UVw
z>8ZjL^3pj*U-`{>a`)IIUAXN%@w?z)Jstnf1f6HYK?HfxRmfS_zoGv$c^%=VYR><G
z3~1H#Cg+<(*)I~!qMaTo0kqz_ETZ?AAUqw8OVPn;^5iApx|H~r{Ctibf}A$2MnI)r
zg1$6Sd;LV-f+ZJ&owa;4>U|^_gGXDkA5WMm+|*_G7UWEO!(r;La5j`>*1*o1<#4R?
z&j|7(O~Ez8o7Y4m!TuX?po_GFOfY|-pV?U^y82@SHU~N)mRpN-6?Vbk1}l}vH_5Y{
zxuobi=$GUTzPi+}MeZ&|MhG_<pYW-TE9jZu$1&GtCg@rPj&-&9@CR_fcci?QQ1{xA
zPjJrWeDZZ1iFH8SPM-6%C+Q`BQm_SQTG?lI#iZ5RA({c{RNbGv7AHfU#5R%lU4RVa
zWuSSb2#uZ8Pr)mYS1{Z>p%THNTN4ZtfhnTUKK|w|Qbq0yj3;TZE1w)`K!Y)9aMX<%
zDNNpsJf2VFYKa8N+wr)yKJ|~1-$Th($zJ$-AHu=2rI8cuj?>6Tj`UNy%01N^T)jO<
zgH1LfLw}S;TTCQ>Ubrcl^jv<XqzmqN5_X4C{xjvx!@$*El})fW>lxVVr+$PRdu_Q{
zEloa$`q!ohEU84knfmGSr4_mEFK2&Xg4G8DR@MC2v$^tbhJ&f>oh5<2zU1}e5U7^q
zX7YTaz$;V#u5eSsInSk}EtdEQf`fcTsvZ;65N>jI7Lj^Q$a|6B?F$Fl;}Ll*OQHbv
zt8Ib(Zn;o$+7_QN+@IG?&f?ss67P!0xbDn>L`~J&3f|AzYb2B3E{u?3=sJTueOb=3
zh};G{(@^<Aafa(z3Jy&{f|}&p$k)6cutdAfW#Oh!-N%vgY=?tOTuqm!op;Fx{f@GT
zwcHE{A~1$7rNP0;P^7511BQlhQcy!Zgd6?u_>@KsIv7L!ejGrwazb~)&g$>rSo>)a
z!_A^|8#mV4e*1~QEWtAVLP<o>!8qZ@amLRGbQS~MN(bQ_8sWx#q#1Ssf5HxO?0Jt1
zH+FW($v_cfyC@yB7lEn!p%eZ6J*0yUd>p1iLZEP&@;bX=P{-ynyJ4`Z4}J49Z{}(z
z+}LxscVCjbkILrR1N~X%>0#4Blg(dpHKM>hjUPvTmK{{v%tCVa-NuvT7dez_mFE2z
zj&nX2E^VWY2uxAU`YK=p8EF6XydmVZXM;b_98agABJ4de)XyOA*8?S|jkwNUIPUf%
zN=}<VAHz-Cs9YHdCeqM4CTN)qE@QX7BKE;h&K<M-B#3a6feP*5V00+-6Ue*u0oO)6
zns$~+V+|TrX3SeoK^`u%bzHbczTTN6I;JC_qdXJUoV_mG1mvD1uBLuk5oD~lE~$Q@
zpaLIKP{+}qz`>D0NHE32)tCJ6<bVZQ)bq%1Y=pkr`Bu0ID05{atG@(hynjED{F~O>
zmpP82pv``CtM=@k#mM^#H~NR>!9g4HRpciaP%ZMy<nCh}4L^mQjeTB&p_ovlm_k9v
zF#!v7URx~O<lta8<lq$b4^Tf(3hZbGnjC<GHOu`Yy``Jq!flc4FBaUPJb~khmQ?G{
z;AhY0@V_w+;u<L2Wc;JW@S_7?#6jp!t%bOB{HZM5=<^6Q=q169x10%z^+bZq5D4~=
zR~-nR&J2Dh+@81boJ$?trT*2i&@V*$Weza|X9AWyZS6=k2PjCaj0BG{K}X>x((@IN
zvkK%R$sZX4K8Jh@dF)--(edaq`BLsXkV*#L!(!ib^BX+#tV2Vsj6it%D5y3gpG59H
z@|yc|<m~XwfYlrviUie#8$0<L<+L-AJg+>QV5fjmba0r0#&`U@FG$;n<Q=dEl+Ql`
zN8>&XSdtO~!9n51(Yp8GNZVS;FTgYUfY+v-7s%Z^WmCzcI$8bu&%Irzpy#BV4q6|D
zgOmy2+Lks5H*I6%P4GxM{*3yO?}BUNF8C$vEZ+g1X!Y~S=Z7gcbIotuH>`Q$EUw9P
z#4K?P2{(r4G&q2~+{@q#7{Ge+3S3sSAU`PF^y1XYer8`O`KG0it`g<7kHb$U_ZtPs
zXOoZNz^NsFfxPWH*wGrUp8-2H<l!rGX@Sip=Kvh^dRwvQeJuhLSj#DB)OE@KWP<ga
zqDqpt`VSn`of@!22jHpX?lV$*$rtnJ3K^4Lc}fK4aP086h%^r!WRcG&4<j#d0)bvw
z3&(omQ%AUIn}xWq&=T57ZtjMeOIHI){}p}HD?`^pkZ8s7Gr2|}JkJ%BgjT^X<l$SO
z-<tY`PC|bVj|pPQyORHT4|WQYk0GD+G*1JEuy-97fvJM7Ja(?h1Q*Ct-wast6!pWt
zg5yul!+|<3PM$!=YNs`Mn<mJ>^E&x1pkNIT%L>u)Zt`s(B0)6y8S<;nocY2j1avPQ
z`s#R<aFem7cLUZ!GiD&;6er)zsYuX-4(fi51PhlU!96DED%@1f`B$LdhWbmWf17Xi
z#gTtZ{XCaZLN&<$B5xb414B|2_G)|@4%+e_4y5ul1$km^5N#8mkbgH9T=nywK?d~2
zxW%;p6nVZ12q@?=XT2$K-`syixXJMfP90Cu&`R=|z2H(O(R1W4aB13s`qzY;fijxQ
znQ-u+7jYI25;z5Dw+WED-%6NE-bq@ox$41?_oZ-C$M5k0-3an4)ZgVCtknI+_zlbN
zwff1A7$_s5`v%NrQ7{H)HAYeSp|JR+O_<-S%g0lD(9u8S?i+p`&mn__#{{fqRq7{^
z?`>%_A|*k=P6|eEM-Jo3XM77oi&udsl7CJf%PAv@yvTRZ4=o3MS*O`+Jb5#gVD?CO
zm;(3PE3LkVq53H>REmbCkT1+a329x=7j8<faWilYXeae2@V!{IbI0iW9}kjq0{0oZ
zH_yZM4W5B$Gdn2UxQMO>7ymG%Gt_@@4noxqn*Rsr_jDGC<%OH(J*JY?zkgWsJQI}T
zTCE`+OlAW2dl8$+-RGT#Ux0&??4UYLrIF`+J~SvFkopk`mU2*il#VNs&qbtOJMv!S
zZnN7??mk<5j(h@dK-8g~;upoQnT`r`^*BfcKOvw<KD(xiM4vqOXcV>P>?`tt`N4~a
z!cg@~uyg5Q@EF=3M{ZupmHf+Yn1Wptta5JK=KmRn+!senkl*IHzK)Uog`2kW+vkm}
z<u0_poP6oq;4)}i|K1iF`k6z98v2_F8a|2y`)R27WdxM+FSw5KoylKaiyW(+H-(#k
z7B2``3j=9q?Pc+A1aU9GP^Az^{zF4~SfsjGi}(eO7qdfEp`lLX?nmW5B6pv@u9peF
z5y6k)*!<qSxkie>bdQT1yEF%D$v?ON{o+vfj?vJbHsG>ivDZ)3FTq8e+Nu6494F_3
zzMnBHEH*SLmw$VhJm2<20?JJX#umRJnpq$CjfcyLu=^6_R>~{mK?1K2y~q8IbTKLZ
z3Q5<hehBQAqkNReO|c*5)X|@O0l9m^{1NSqYUoG3EHlUL8aeB?=O3_lk*k5iv^Rm=
zeT8wZa8t^iCI+mgj+bfV@tjL_y!?}V3&!L7hntUHVMd%A((%HLgIgaUP@PeJAa`G@
zFMk#K?wP?@@+WShx)7)|+5;l6E&6!~x-!S#GeM;_aICz-pK##5JK2JK50^!6)6P5O
zd7gzG9kj|`6TfEAO64&9Oej*si@@Z#f`<g!V>**xl)=VaF;Mpw8AGCfAqE-HN&N(Q
zr|sZ}LXe>Fb=V*M6A!So&U#Xi#7R1q4%U%>(GZTylmAQZzNpal1{`!B1^t@T-$~w&
z&mvUNLF+UHnH+=)FhS{?FvJJ=vu{K_M}GZPIM9XNYH~g!m;H#`adOYuZ#|s#5Q;A4
zUchgi6jm*mya5)ql@<F75x9?|_at{;Q=LN|y$N<AnUfRb+qlWsBEL@l1a3>*-^@RA
z3y$57fes@-!>wR-I!GbE#V0|v(Oe-<zlBDib=UB3<orkx@OsvcbcX>VFs&~s7jlq2
zqmk!v?mTCayEkIW--ew|dPK)SN07U3g}-gM=??CDen*(#E{`u_XsCd!n@qDWb{sj7
z)?}}m!c7L;MR_msznHNo>Te-myqO0*D#&{WhI(J|Q%0KO2HrZ#%Y*|d&(HIg4&=$?
zkuRVGb={Xi-Zv8gtDlGdg&+6+Y$fs#?3wSkjj<G*9S;Z9==eXvO^IAC2M6UsAh<^T
zyWFOHPW^^=p}%Db^vC9c;1%Jf1T%SK3T;N(#&HT}l!xP@bg=6l5`0(+Tyxe?c4)>>
zZ615pq2sCKdz?M+IpHP)m(~TW=0BlG5D_BW+!#(i00%G9P>c}>uaV&=jFu`&nu3H{
zMPG>A1mOLM9F}IftK^~FZ0mp%6AF7fK879bMeT$eI~!@gHtj4XAB%zIeia?3p@z|L
z+)*7f!B5?hk*efFa>4P@OK_|QGmC`V66AQYf%>^c!SIfszz#~bzI@(;f;R0Th+u+s
z<ay2`pvTBF$h&>-?|My2FgM2!9VZeVfTQ7;kgf^S4I!WV7r0jW4s!PiyM)}Z6SfU;
zX^F2Q=gpD(o0!}WBEe=(BI=+Td5Os|q!~#gPk0Nw69dhg2X@?-Wt)+ElLA%~_RRoD
zfqt=ZA`LAPZra+xzmQ-(`4{A~ovO~HozH>@NUQp(hY---m%;Vk#U$Z&J+Nss9K1#c
ztC%3&IoJJ}{5fuID^tHnUO4F3HmBpk!c7Ji_Cu9PYq8f%@`A}+4?GnD!5RwY>_UPC
z<k#uI9S|cPhU0A<m$b?P<cFOV^fdBf(Fj!ZrTpbOLcxSgIMzm&D<2%VYr*y8>(gLJ
z8}B#d^)`Z+LB6~)`C%uOj<u7#kv|B*5oaJf$pjA!fgx?ZH3~qVTkz}!N`LaIY>YZL
zEg^Sb+W$<rshZGWZ{%3Vi*J}9l>=B|=HLdo`vHcE1rbpAfSiF2Am3OYTnDgS<Qc58
zppKmPD9HKoNzdyVj!50dH(wEM2Bf(@9Owb>e)7h%!5?7;PLn&|C=YsnQZSsSh2Jwl
zOd&W9UyBm@hP<<I<Jg^h&X9Lw-D{PVkAS|r#SdCuQq~{uAW|)fPnaN|d~#`mjF9J-
zK(0gahDTt~{WfkU`3w$V+9+p6LO<ubHuB~pc`xqVpJWC@<w;wU!K`0x#)IB43L1;R
zG@4WF&u@f6(3c5%6h@#4)L$js+$@;(EqEUC9n^OpnQ2%Aj&pudTE^A!BCxHsE~+9A
z*A4TSU<*&Ab^q`ydG5cUuO-o3)(<9UCocPAlBHx*IKXMTE0pJajn?yO7DGDsec}n^
z%VlF@t|83ecJgEIBjZ}LS>)$tS{}@P_C3BhGPsSKY8@ZC2{!@f<v62lY9aY@4)vPB
zMp4kO!CATx14<?z&vg{+$k?|}1g47CI8}6-39^!r107laCO`Nya;&^o2{`_ny-{~y
zv&q+SYS8t~mxi0gxBI%)KTNRRgJaD>osw{H?gu#50WN`jFqfJ-&a4)0noQL_(7(iz
z_>TIiB^rCp4bvRlqo5?uQIsc_f+7CsLH2JRqzX4x(|3WNIZ4h}+~?!lmk#mF8GgWd
z@no2AlP<N5-)gd)+qmBqyGr@WE&d#l2QO|#K}0hHFPB03D$bp=zl56%@8w!tOS*70
zc<9S0hy%3KTDXa03lD!|$fuC=YX|q&NB^ZE_cLF=GC^+MvP+|(31#7U?g%(ON4`n8
zaXj=IxCWX<{o&QYF(XMEjf_Epy|FplVk_Y$$L<N^K=R&0U}zs5PokamxQ8HVaeYGm
zDF<$CyM-SWzow0jWRvK?1dBvq9J?<9>^2F6yWax8N&SPY0$m4HE(d*gkKUTRqg0LL
z|NbHGbP9&@OioXoKO}#XXL(wrG3DW420K$UGti5?&8H~QR^(&JtK1(q3tG`B3QouR
zt)@z&9Q*`|Hkk?ARDdJ*bI1e9-5cbGgqsrFvJ!S4r=1(rcW;zcs|fq`bxP9S*+&G%
zP|ZhRXm<!Ky-)6a0sb}l6&iAn$s5PQf%`STvE(@)+?7h%O2KJP-Wt$l^0-@YtRr)L
zB{*;&Js3-V_5oDIGc1XZ$iouB)z0^Zn?~t=|7mt*I2bt+36f~&s&G?6n??peLh)DL
zD$sX74qlCX9eYD@+DRlguN3BJl$$8{E(ixNF~KjwjpMuxP!bPu(hjW($7eWRRHOc2
z@+H%e0d3rkt1)Bb6?M^`M#1nNNN|CMhQ=X5+PmPo2j4>OJ`7sFI`n5aljh6hm50I3
z6x!ccos0H0e<EkPe7M5|A92yH<3*VoaB!p>4C%nrliYo$Yd(3NzjL;s2WrAjg&>y$
zIyp9{z?~D03O7~Y{_xLb>bsv+daxE8<lLglZ&{J+laIlPEQ%xw+-|dhyzfxtSbN8R
z$ldQS-5_^Ag4g^p1mwJD8uTVmaCa3PXi4l5ZgQMn21TcJ|26rv;^5l29;gldp=-e3
zWyUHBH$(YzypJb~P<!>XT)rIpPy;xQry%NaB$yBZuHEld^6ofO%YJua8@c;C6M3Ha
z{|>0Ka1+q1n-Zw$f9m*63f!+;{D(YmAq3Qgf!2ExhTMn7r;~522K|!MKO)?eXy0E0
zmi#E)*e<?u#lz5|-AK@t2^t8uRdC#&Gecei3*|{tDas$LgLLk19E~GCWpXH&2E3Ns
zy{mnZ{P1<?SE2n1bz#5sI2+gf8$KgMU;?X=gaq@LAcYBj%L3QN`Ze|4PyhWv{g1~5
ztc4@A6H^b4a}EnqSG_1W_%TXqG!uMJe(Fk2$2IFC(1D@g<*46AxM>5K=fUI1UnIZ%
zGq~;&-ZT6eNx;{!v)8)6FoFA#u>uX?V9Sl1h63b~CH)mMWzCwA3Ay&7e?)Fd_Pa8E
zrpRl#_Y^lY#4ckNcNt*}{D5$ip}q-ztG8uYu{s?Eq!~E&6yznFfa|@7;sN-J3?Pni
zp)mNEaAVK?8qrd6_XF2^gqt<`@V~76AfCGvTc?<y!;^5VTjPjEaIlWEbq!{uKDqn-
zj`8H__Yi0_^)tw)gu*^DEKMb<F&t#xMgl1yd(|W7FOy~eFxhh9rsUhcAFz7wup|yq
z-~I6Xt4*Lke;e%UN^y~JyR4|jDu6l9J81;s;EP8P=`!m^hM%S|bm3!Y-lgMy<l&>>
zKqt*9<Y}kCpQQc{;l_T&+>JdyX?9rE;IJHfRL|?!3>xm){aW%2-sY^w$S#n(A9RUr
z4m%evAOf8lo*{o@yv@lY-upB(g@W~IeyusuI^83&h!!vy;9W{>B<;xEm&)b}H?8gb
zO%x@T)}Hr1^*h}{V7k=1OMV#JkM5pUR^OIzoVWsp^mt(lx%+fWzNeu-nEE=j4_AKC
zultT<uss7S#sYY-71Hhh6@k?ze~LV13H(Qr4<?Ua0IuD59{J%G;Ch1oqj1xB14XR;
z`&-S2TSHKx5*)XsgJ|-~p9L(@fw8`D(}>)+)RL)xdOGxVEjyq3IiJs!IsO+4PJNU!
z2X)%Of%{Fu6~avp2A_ZfF=4N-RDY_!Yp#@R*6+xOE>pTa1AA9Hz>iKj-;m$g1s+X%
z`P#xyr*p8giM*n4lkt8$b}2(XlANck{!8=ZTL$jiS3}z&aVFQvT8(SS-2>4x!cAs}
z9zhVZ=`449*x4vYD(31--h-THNL8|@pYas9J^dv4@*RHNR4Fz0MB#%Da8!*?W>lu5
z-^tzAM<WxU@4ls(Nbb&~W63AsA+4aNgV#|Jn4G&m3viiyWE4t7J80RCaO{5Xa3T4u
z*HKb(E?}=pouD7jp$~R~a`-I*dx&%c33R71T(}9SJ(sh(7+gd{H<m+R+rziy#eP7b
zdU}>c?!JOts<YVlfAYghM7eL89u$#ja=BmkqvlH`eOCjnbWmCOEaZvY4(jdvv*bm%
z*wHhG8eO1Y`d@^mU7-*8%nx&BeVX#pmOtX@IDU+R)_eT3CNT38C+2Ek|CApQ?FvUF
zlfiYpxJ|ez%esFDtfsD0&rp9(jyYOh)q4(h9^~TzI_$qL+}PQ_+Ga$4fQYsG1qG?c
zki$3zbcuXv2k_OQ5d2LC{19n&x2e+&j@`EeW|QZ<86{(5x(G}}wRge6^K^Wd2}-@>
zS6(P3b;%D{$yNq@y*nHw@^wwwaoa1t2e|uob9dp!Ps<_jQ<VBi)DP!Fk1vz&CHFen
zn&_UL!~D;~L4k)+MS3HlwQ%FW{rQcd)aOU!ykt69MLu!2Uu%(M@aWqJOq+f6p77(o
zvFDS!UueA{-1t9sI$%A#NIxZe!HzjhHkY>D2IP6C1`PJUUnIkCZfDY3K&7^Wk+{84
zmFui<<81T7fc?Mh)$R2+d0H)GMwbbNdLxLYm%#OoU3v1<Hr9U7(`CZ*6y)a97CKG8
zMV`nV<7W8vu8{Alg+SLZptwG8>^_`PJP|zR9s<H5Sw^#GC~&{jyGXdnvHRmjyQ$BY
z!?TMwlRWD$IM5#Z*b8u+vm<z3qT%MuZ1W`KKy$o_3Ea*3HS#{(uxWk2&=(HeN0qh+
zHyLn$0_aQXpSjj3=go!=FT#-fHM=0W`*TjK$g2(VTP>9h*uhtk5j{JL=?8mx)BHIi
z4}Ow~lF^K2Q0~6(e39J!G+XbNU@!GS_|bjN9N{LTgU7=DWHyn4{lU|*4hnk5Lm{an
z0&{<9uCw!NFWk%`MYh60O&VGz+)Q}M*T8kc+fMz9T$pK<Ul(oy%K7xDzjs+!OjM6%
z2y#dWjJFv8-7%^D?PXF(zdZqY5gtsg61j=VJr)0i={6+=V2FA9FZE-%enQ0Zdn*Is
z$9=!$aq`4j*6;my7+$2n{fUcY;U*yWt*t%eySRGP^ThIlpzoeRB?~u&w0;RPfaWY6
zaupMd{TC&n&E<FUk&hxzGmvlZ-NA6s?R)6!c(;eVcL?;=&UNzjli;{S2n;<ZRbo42
zZwhpg@V*F4q(^om!PC(94w?kQBY2+Jf&47>-5&|dqQ2WvTMUJr!N2ejTRYHr5g5mF
zM<HhsjC3;-Y~i+8b9`3~U4XvMEX9Yx!S0<Xi8>54Kz^wsxa>syl`FzJ2ix-WN(~no
z4g<+0q4+5cJWKBWaMLjIOSce64E6Vr&zc20dUSG|JQj2BBc2v<!pm@c;dMV{rSy(?
zPAB<jaD~WC2_>QR%D-_PXS!Q#LpoGEGy?YA7w~G5yFUZ_qHxpmYhV)^^mG@R%mnTY
ziLK=Br}h6OcRwaI^c4g&(RsXjFZuX~P*TfmzNB}QNkW4EsWU4YMeZH}KlUp0Th)Xi
zt<s(3|K}B@k<dS~9r`+<7Z@enOjqv7Mhg*`Dp-9gU<0YiMmj*aEjk=yWxq5&(HIha
z_sR6H$xG&i<7?KMe5`de^fTlJspQ{0tBLD55g5m{&jc)(Mn0K*cp@5Kd-CNpbdEPX
z9%7&^UV{VosmV#?7fT@^X+ze(x0M3-o$KGpd+tC2{3$=nItGEdFO4UW7l=ZjTGU?(
zHzib%Z9=Q8!q_}8baH^dYqj(S_lxmo#zNjc9}G6(9Fl(=47%UH=|S!u^`?=}{T+4^
zS%O!{Z{yQ0k7R!UsPT9>_<6HG=KZj^ME8ZFhbBP2kNrNJ23wK4Zw9X<cVEPPGzdF)
zTKIX_$oDQ&-}LLs-%;*ezFXA0`>sDp<iTGTqb_uBz9$)W!nu;rE%IgIrb+#_78%#?
zla!ta{g&K&XpOu|?rtByAphn&YbTg}NOqHgll2ggmTc@KI4H)IL<|ckNw^8feV_LY
z>L*MISWVSGM1GcQN@PQt?K6|%!2M3;8|3L_5s;Qd=Kqg=xhV+fKy{d27>Y>ile=Fi
zoh#f98{w_tKzm)G*AdWjcVS2$KNv|~Eel*{?fvBac!&V0=ba~ae>S%8R0Nt^HY~Q=
zu4j?fpdfQNOz6I_HM#qkXR2`18~27I1G*|WOMa3M5yjBH_XhO)+&?kKu+f$R^J6CF
zI>Q7@$laGNhE0Q^EfWJ)QyqUK+_s6n$UqC)IZf_<{PnMC{<;ssN(bFv>RmD&_J?p4
zp{s(g$xqEeoQG(?Z3^^bdx7gJWwLM+&jFq!=&EBWIbZM$djHVSCK_77{et$UbL7{Z
zdv|5tgyS{XxMuITT9a2zLO>Nm;NTtdoIl(vm9Uor_owxK5pHsDF%Bg<l7WWKfa6h9
z;6MYNAl&Hh-v)g>b6idRzj{Jn_Yc>NzL`4%Owff6D!c^;!*Ohs{R=~b$k)6BLow9f
zP4519RmYjIQ<5jHs=r#e2{b~cLfZ)Su;ri#?2g7c!aGkxw<ZLvOReLF--d&Jzahsu
zOf(U09Jue;4xs-3d@UQDU>*f|ar;0L;|iGt2difz$9>2fk{`f%fv0Qi#pL_jL0^Z7
z2WKOoPCEkD!o?66YBf6^Ii7`;T=qgPQ4*N$9md^*=4=LeW?BDsnoKe7Plhy`gLFgX
zYabuV6tfU>qSqV#yoh%ocRvB&M7SxjmRAB+vpNHOnfhl}BSX5EJWM{NAh@={@VT&`
zwaN1C+3(!erNDiFcO3aN-fxKsMWkEF-SO>j;U>_OSNv8RC4);3q3YK#;8F7sz>W<F
zEP)w6OYS~pahKfv{p|*+@bf?K@LEe9$QwUy{RTbVbq^4Msj-}oje6c1^7B05Da3&8
z&`{VmWI$({SRam0%?MacUAVRrZtM@?x(`iDn(s0uh%F04^H~x{ncxPuS6X!?M8Ozx
zzX~{l+?~p1k#`-05`CE&_|kAQd~D>JT-!je1#pmS9TK!=f(^n=)#a;*K(!=}QQv);
z<R-cM)9jH8VLwbBW3}B^*KIFQ5X~ojbzQYtxN&^mgJT)c?e!z|E5;*G?XBe&!NF1I
z%pisQf8O=L@NrZG#=#sO4(qM0J51nyI6Z1H9Jn9-8Asl_E&^)DlDkOmzUOmqv8*VK
z<2zlDvm>EMQEmww6ya<iLqo3$H~KwU1)q`6BM%)1J044DC+$q&Hcd7g_WFbTM({ck
zsDsCs!tslLfNPP?Aa|db`I7vJ`pB`iiI8Qm6MHqMoo2#K2J~mVg6g;r6SxD?TH$6&
z$;g5Oy>a&m_1%@{KXlOipMcHj-B9GX>T(3+eCaOeb)vxi4#OOB_aT8V$WQTJjdsgS
z@@<<DXifO_s=W)x?q^B*2@m)Dp<BbETE(!mn=s8<k(pBJRs^LtjQm^LTE&O%w026b
zfRDa+{1aPcP<20llXoTL?$>l@k-LuxY$Y$b3VG>D|Do@}PAXT|TH9U8zx>X|+dX>+
z*M|c48Im{2-OqcSBafOCur8a?ag|kYJUY%lyG>rycYjQHx5!O_T{?{d)9Lm*rgL9W
z%(WW&zeV~9+hxZWSnf}fziWL^2N~88Y1sSl>)!ZVMjl(qzpy>5dFbd#e&rovr)fpM
zoB8|J6hB4&4koc;_2Hr5TKGM+0&%uw{#FS$WBOxJ@UIp7C%OB>1xf3m@BXChXXGoA
zZTa1QWitE&ByfM+qB8k~$#AR-r!~S&f%e~R4P}1;_BZPDC(5&z2MyLkKj#k<$mrT$
z1SV&b65*gWbG(2&@)k-$C!b5??%Qc)Ho!rJ{RpUY2n@9nZtT0CNa$<$<02UO8XRkt
zuBM^Nuffm)*zvZKuO96W+$B}lz6;X5#?y`sX>in(+XcN9dY$~xFUW|lCjuWrKTizo
zyhT5&$a6C;Es&e!{MC^A4~Uf92t)4k7_XDNA97npp7cEe(h+kfdD<`pREs6}H~9@V
z0kl0?&J5dxBHy(MC8cZ1g~Cmd|B?%aw6UHckDK71*exaKJ{r@0Gt%8{g>>5129dkp
zml^aC^xcmWE+voX0Xv;ovX!?W-t<J9@t`-9f|epM0r%xo)#`W}`CaF@;{^HtygF$u
zMQ+7hG@Nsh-i?1kxUqkP`zjQOH2&cfxZU?U`H5}Ff$qT{--aBlxsDRA6N(&+6mA?e
z{2f)Q`=<@$?gRBd2`^hpX3g|J;XoVZJtHvun!oU4siHKl3$zMf-3~|YYjwqUAh5bE
z5kOV8om#?8V9U9W(vqD{er*gg@-*_{?IY)>I)m9y_P(?ehTNY%94*|8L++1!y-S{F
zCLE;G!6EWVQxK@`xqqPjoNH0D`r8EuQ)eN8=Aepjle1&}QG$AknnWHk7hFs3FzuxD
zft@!P&_(K(;LVT`<Q;d5eY5%w-48>fDL7~Z!rk9azf8`X8QJ$T0()4c*K<~NSK-Ev
z^E2gMkos3;#~NpR7Ng_kOyItgF!Ey<y3o?Uwom4|VrhQebZI;8r}4J$g`WGvQK!k>
zuQnIl2YvU$+KtGQmmouWE5Dy`(-e5F{Ydur68AAd#-IM}ba@Edy(f{G4oB|qNj&@s
zc=H8tq}{nD`5ta7`mlgT3pWAW{wiR}dh%52^EU~CUR??{Q7|wP4z7`Bk-I<XT68}G
zdZQ)uwapD7U)Kb@7VUgY9>HM*OHpamcPMZ_$rAr59K@u+kWRYI$=xsMPb2rQp;2pN
z|BT#yOYI-w5#}Lm_iH(|4#08aS~+vpn*0{4Kpm_kZ=USu{Zy*d{r#eGpTS<4fv~4j
zz<%<o6~TR$RH1{=KUEogB6(Nx3!A`ouAEICjou&h^fAs86l`_|yx2o%8_`2iQlHX6
zBjKhO4rK<%lBbbh<kX`z@n726wm4ulv+SRK+XG=Sp*>Rk5eKB>{g)3+>Y#q-FnqgD
zkQVwJzRjnI%%wiM2{)5K;2JWmc9N(c|1b1)H?m5&Y4^NeEcfz5tUd266C@=EEYN8w
z{}DKLf9W@l-2L&Oq2%t#?E>M(annu+=%DrDFa0bmCYbsrg4ax)q>Y>dy!;dzc}brB
z>UORC7l^UpUf9uN>cQmh+s2O^HL*PGg;%n9^`ANzRw%eD8i@zmz&!75tMq@j=N}3;
zt>D}xWJI^&m&g;Ihn=dl^TL<N_{mz(9~uh5Sn|0AEf0E2xH#P?0^{Hq58ZY1`3w0R
zHUaHlj~#>liLr333y`toGqT`V^*4~)H*zGFcpHz5GzE^s(3}fMP@FlaCET>JSzIdV
zB-25-snQx1p|2h871}vE3IS<#d_*3}qihZ6Ps7dh>ArSeBLe}&^MS7z1~gi@aa^GY
z9BaE-PJQ>wOXtXQe$h-m()%A~U<e;`DoO_pMPRDnwOcuhZXWsRSmaF4guWn;x%S4K
O!(rR!9DX47#Qy_VS&S9{

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
index 5e82a62..92dd390 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
@@ -164,17 +164,16 @@ string generate_source(Json::Value data) {
 			// Generate input strings
 			if (data["args"][i]["io"].asString().compare("input") == 0) {
 				// generate input dr name declaration - $PCB_ARGS$
-				commonArgsDec += "\tstd::string " + dr_name + "_name;\n";
+				commonArgsDec += "\tArgumentRT* " + dr_name + "_arg;\n";
 
 				// generate input dr name conditional assignment - $PCB_ARGS$
 				commonArgsLoop += "\t\tif (this->getArgument(i)->getName().compare(\"" +
-					dr_name + "\") == 0) {\n\t\t\t" + dr_name + "_name = (std::string)" + 
-					"((ArgumentString*)this->getArgument(i))->getArgValue();\n" + 
-					"\t\t\tset_cout++;\n\t\t}\n\n";
+					dr_name + "\") == 0) {\n\t\t\t" + dr_name + "_arg = (ArgumentRT*)" + 
+					"this->getArgument(i);\n\t\t\tset_cout++;\n\t\t}\n\n";
 
 				// generate DataRegion IOs - $INPUT_DR_CREATE$
 				dataRegionInputCreate += "\tthis->addInputOutputDataRegion(\"tile\", " +
-					dr_name + "_name, RTPipelineComponentBase::INPUT);\n";
+					dr_name + "_arg->getName(), RTPipelineComponentBase::INPUT);\n";
 
 				// generate DataRegion input declaration - $INPUT_DECL_DR$
 				dataRegionInputDecl += "\t\tDenseDataRegion2D *" + 
@@ -182,8 +181,10 @@ string generate_source(Json::Value data) {
 
 				// generate DataRegion input cast - $INPUT_CAST_DR$
 				dataRegionInputCast += "\t\t\t" + dr_name + 
-					" = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(" + 
-					dr_name + "_name, \"\", 0, workflow_id));\n";
+					" = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(" +
+					dr_name + "_arg->getName(), " +
+					"std::to_string(" + dr_name + "_arg->getId()), 0, " + dr_name + 
+					"_arg->getId()));\n";
 
 				// generate DR cleaning for the destructor - $INPUT_DR_DELETE$
 				dr_delete += "\tif(" + dr_name + "_temp != NULL) delete " + dr_name + "_temp;\n";
@@ -195,17 +196,16 @@ string generate_source(Json::Value data) {
 			// generate output string
 			else if (data["args"][i]["io"].asString().compare("output") == 0) {
 				// generate input dr name declaration - $PCB_ARGS$
-				commonArgsDec += "\tstd::string " + dr_name + "_name;\n";
+				commonArgsDec += "\tArgumentRT* " + dr_name + "_arg;\n";
 
 				// generate input dr name conditional assignment - $PCB_ARGS$
 				commonArgsLoop += "\t\tif (this->getArgument(i)->getName().compare(\"" +
-					dr_name + "\") == 0) {\n\t\t\t" + dr_name + "_name = (std::string)" + 
-					"((ArgumentString*)this->getArgument(i))->getArgValue();\n" + 
-					"\t\t\tset_cout++;\n\t\t}\n\n";
+					dr_name + "\") == 0) {\n\t\t\t" + dr_name + "_arg = (ArgumentRT*)" + 
+					"this->getArgument(i);\n\t\t\tset_cout++;\n\t\t}\n\n";
 
 				// generate DataRegion IOs - $OUTPUT_DR_CREATE$
 				dataRegionOutputCreate += "\tthis->addInputOutputDataRegion(\"tile\", " +
-					dr_name + "_name, RTPipelineComponentBase::OUTPUT);\n";
+					dr_name + "_arg->getName(), RTPipelineComponentBase::OUTPUT);\n";
 
 				// generate DataRegion output declaration - $OUTPUT_DECL_DR$
 				dataRegionOutputDecl += "\t\tDenseDataRegion2D *" + 
@@ -214,7 +214,9 @@ string generate_source(Json::Value data) {
 				// generate DataRegion output cast - $OUTPUT_CAST_DR$
 				dataRegionOutputCast += "\t\t\t" + dr_name + 
 					" = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(" + 
-					dr_name + "_name, \"\", 0, workflow_id));\n";
+					dr_name + "_arg->getName(), " +
+					"std::to_string(" + dr_name + "_arg->getId()), 0, " + dr_name + 
+					"_arg->getId()));\n";
 
 				// generate cv::Mat variables to hold input DR - $OUTPUT_MAT_DR$
 				output_mat_dr += "\tcv::Mat " + dr_name + " = this->" + 

From 70e68df3c907b8f9d8ea80311a9221756310f2c9 Mon Sep 17 00:00:00 2001
From: willian <guns945@gmail.com>
Date: Mon, 20 Jun 2016 17:10:41 -0300
Subject: [PATCH 05/87] Bug fixes

1. Corrected generated stages regarding RT/DR variables initialization,
2. Updated ArgumentBase to hold an io_type, representing if a variable is an
input or output. This will be used later to perform memory cleaning on arguments.
Serialization/deserialization methods updated to hold this state between messages.
3. Commented memory cleaning line PipelineComponentBase.cpp:42. This operation
resulted on premature deallocaion of reused arguments and it would possibly result
in a racing condition, on which if a reusable argument is read by a second task before
a first task deallocated it.
---
 runtime/Argument.cpp                          |  56 +++++++++++++++++-
 runtime/Argument.h                            |  36 +++++++----
 runtime/PipelineComponentBase.cpp             |  18 +++++-
 runtime/PipelineComponentBase.h               |   5 ++
 .../NormalizationComp.cpp                     |  10 +++-
 .../PipelineManager.cpp                       |  40 ++++++++-----
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp |  10 +++-
 .../examples/PipelineRTFS-NS-Diff-FGO/gen/gen | Bin 432826 -> 432826 bytes
 .../PipelineRTFS-NS-Diff-FGO/gen/gen.cpp      |  12 ++--
 9 files changed, 143 insertions(+), 44 deletions(-)

diff --git a/runtime/Argument.cpp b/runtime/Argument.cpp
index 0e11b02..bae7099 100644
--- a/runtime/Argument.cpp
+++ b/runtime/Argument.cpp
@@ -8,10 +8,42 @@
 #include "Argument.h"
 #include <sstream>
 
-ArgumentBase::ArgumentBase(int type) {
+ArgumentBase::ArgumentBase(int type) : io(ArgumentBase::input) {
 	this->type=type;
 }
 
+void ArgumentBase::setName(std::string name) {
+	this->name = name;
+}
+
+std::string ArgumentBase::getName(void) const {
+	return name;
+}
+
+int ArgumentBase::getId() {
+	return id;
+}
+
+void ArgumentBase::setId(int id) {
+	this->id = id;
+}
+
+ArgumentBase::io_type ArgumentBase::getIo() {
+	return io;
+}
+
+void ArgumentBase::setIo(io_type io) {
+	this->io = io;
+}
+
+int ArgumentBase::getParent() {
+	return parent;
+}
+
+void ArgumentBase::setParent(int parent) {
+	this->parent = parent;
+}
+
 int ArgumentBase::size()
 {	
 	// starts with the size of the type
@@ -20,6 +52,9 @@ int ArgumentBase::size()
 	// used to store the id
 	arg_size+=sizeof(int);
 
+	// used to store the io type
+	arg_size+=sizeof(io_type);
+
 	// used to store the size of the name stored
 	arg_size+=sizeof(int);
 
@@ -40,6 +75,11 @@ int ArgumentBase::serialize(char *buff)
 	memcpy(buff+serialized_bytes, &id, sizeof(int));
 	serialized_bytes += sizeof(int);
 
+	// add io value
+	io_type io = this->getIo();
+	memcpy(buff+serialized_bytes, &io, sizeof(io_type));
+	serialized_bytes += sizeof(io_type);
+
 	// pack the size of the name
 	int string_size = this->name.size();
 	memcpy(buff+serialized_bytes, &string_size, sizeof(int));
@@ -64,6 +104,12 @@ int ArgumentBase::deserialize(char *buff)
 	deserialized_bytes+= sizeof(int);
 	this->setId(id);
 
+	// get io
+	io_type io;
+	memcpy(&io, buff+deserialized_bytes, sizeof(io_type));
+	deserialized_bytes+= sizeof(io_type);
+	this->setIo(io);
+
 	// get Size of the name
 	int string_size;
 	memcpy(&string_size, buff+deserialized_bytes, sizeof(int));
@@ -441,9 +487,9 @@ std::string ArgumentFloatArray::toString() {
 	return out;
 }
 
-ArgumentRT::ArgumentRT() : name(""), isFileInput(false), ArgumentBase(ArgumentBase::RT){}
+ArgumentRT::ArgumentRT() : path(""), isFileInput(false), ArgumentBase(ArgumentBase::RT){}
 
-ArgumentRT::ArgumentRT(std::string name) : name(name), isFileInput(false), ArgumentBase(ArgumentBase::RT){}
+ArgumentRT::ArgumentRT(std::string path) : path(path), isFileInput(false), ArgumentBase(ArgumentBase::RT){}
 
 ArgumentRT::~ArgumentRT() {}
 
@@ -475,6 +521,8 @@ int ArgumentRT::serialize(char *buff) {
 	memcpy(buff+serialized_bytes, &isFileInput, sizeof(bool));
 	serialized_bytes+=sizeof(bool);
 
+	std::cout << "[ArgumentRT] serialized arg " << this->getName() << " with value " << this->getArgValue() << " and size " << this->size() << std::endl;
+
 	return serialized_bytes;
 }
 
@@ -529,6 +577,8 @@ int ArgumentRT::deserialize(char *buff) {
 	// init argument value from string extracted
 	this->setArgValue(string_value);
 
+	std::cout << "[ArgumentRT] deserialized arg " << this->getName() << " with value " << this->getArgValue() << " and size " << this->size() << std::endl;
+
 	// return total number of bytes extracted from message
 	return deserialized_bytes;
 }
diff --git a/runtime/Argument.h b/runtime/Argument.h
index 455fb8d..02ad031 100644
--- a/runtime/Argument.h
+++ b/runtime/Argument.h
@@ -13,7 +13,7 @@
 #include <string.h>
 #include <vector>
 #include <string>
- 
+
 class ArgumentBase {
 protected:
 	int type;
@@ -24,7 +24,9 @@ class ArgumentBase {
 	int parent;
 
 public:
-	ArgumentBase(){};
+	enum io_type {input, output};
+
+	ArgumentBase() : io(ArgumentBase::input) {};
 	ArgumentBase(int type);
 	virtual ~ArgumentBase();
 
@@ -37,14 +39,17 @@ class ArgumentBase {
 	int getType() const;
 	void setType(int type);
 
-	void setName(std::string name) {this->name = name;};
-	std::string getName(void) const {return name;};
+	void setName(std::string name);
+	std::string getName(void) const;
 
-	int getId() {return id;};
-	void setId(int id) {this->id = id;};
+	int getId();
+	void setId(int id);
 
-	int getParent() {return parent;};
-	void setParent(int parent) {this->parent = parent;};
+	io_type getIo();
+	void setIo(io_type io);
+
+	int getParent();
+	void setParent(int parent);
 
 	virtual std::string toString() = 0;
 
@@ -59,6 +64,13 @@ class ArgumentBase {
 	static const int RT = 5;
 	static const int FLOAT_ARRAY = 8;
 
+
+private:
+	// this field is here only because forward enum declaraion isn't allowed before c++0x
+	// otherwise, it would be below id.
+	// this is necessary since io_type must be a public type
+	io_type io;
+
 };
 
 class ArgumentString: public ArgumentBase{
@@ -139,16 +151,16 @@ class ArgumentFloatArray: public ArgumentBase{
 
 class ArgumentRT: public ArgumentBase{
 private:
-	std::string name;
+	std::string path;
 
 public:
 	ArgumentRT();
-	ArgumentRT(std::string name);
+	ArgumentRT(std::string path);
 	virtual ~ArgumentRT();
 
 	virtual ArgumentBase* clone();
 
-	std::string toString() {return name;};
+	std::string toString() {return path;};
 
 	bool isFileInput;
 
@@ -156,7 +168,7 @@ class ArgumentRT: public ArgumentBase{
 	int serialize(char *buff);
 	int deserialize(char *buff);
 	std::string getArgValue() const;
-	void setArgValue(std::string name);
+	void setArgValue(std::string path);
 };
 
 
diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index b1d5f27..b60ee47 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -35,7 +35,12 @@ PipelineComponentBase::~PipelineComponentBase() {
 	while(this->arguments.size()> 0){
 		ArgumentBase *aux = this->arguments.back();
 		this->arguments.pop_back();
-		delete aux;
+		if (aux->getIo() == ArgumentBase::input) {
+			std::cout << __FILE__ << ":" << __LINE__ <<" TODO: remove argument" << aux->getId() << 
+				":" << aux->getName() << " only when no other stage needs it" << std::endl;
+			// std::cout << "[PipelineComponentBase] deleting input " << aux->getName() << std::endl;
+			// delete aux;
+		}
 	}
 	if(resultData != NULL) free(resultData);
 }
@@ -56,7 +61,16 @@ ArgumentBase *PipelineComponentBase::getArgument(int index)
 	return retArg;
 }
 
-
+ArgumentBase *PipelineComponentBase::getArgumentById(int id) 
+{
+	ArgumentBase *retArg = NULL;
+	for (vector<ArgumentBase*>::iterator i = this->arguments.begin(); i != this->arguments.end(); i++) {
+		if ((*i)->getId() == id) {
+			retArg = *i;
+		}
+	}
+	return retArg;
+}
 
 std::string PipelineComponentBase::getComponentName() const
 {
diff --git a/runtime/PipelineComponentBase.h b/runtime/PipelineComponentBase.h
index 8414420..d427d87 100644
--- a/runtime/PipelineComponentBase.h
+++ b/runtime/PipelineComponentBase.h
@@ -107,6 +107,11 @@ class PipelineComponentBase: public Task {
 	// Retrieve "index"th argument, if it exists, otherwise NULL is returned
 	ArgumentBase *getArgument(int index);
 
+	// Retrieve an argument with 'id', if it exists, otherwise NULL is returned
+	// This is used by the pipeline generator and was added here as a new function
+	// instead of changing getArgument(int) for compatibility reasons
+	ArgumentBase *getArgumentById(int id);
+
 	// Get current number of arguments associated to this component.
 	int getArgumentsSize();
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp
index 7db62de..8f96ffd 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp
@@ -71,7 +71,11 @@ int NormalizationComp::run() {
 		try{
 			input_img = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(input_img_arg->getName(), std::to_string(input_img_arg->getId()), 0, input_img_arg->getId()));
 
-			normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(normalized_rt_arg->getName(), std::to_string(normalized_rt_arg->getId()), 0, normalized_rt_arg->getId()));
+			normalized_rt = new DenseDataRegion2D();
+			normalized_rt->setName(normalized_rt_arg->getName());
+			normalized_rt->setId(std::to_string(normalized_rt_arg->getId()));
+			normalized_rt->setVersion(normalized_rt_arg->getId());
+			inputRt->insertDataRegion(normalized_rt);
 
 			std::cout << "NormalizationComp. paramenterId: "<< workflow_id <<std::endl;
 		}catch(...){
@@ -115,7 +119,7 @@ TaskNormalizationComp::TaskNormalizationComp(DenseDataRegion2D* input_img_temp,
 }
 
 TaskNormalizationComp::~TaskNormalizationComp() {
-	if(input_img_temp != NULL) delete input_img_temp;
+	// if(input_img_temp != NULL) delete input_img_temp;
 
 }
 
@@ -123,7 +127,7 @@ bool TaskNormalizationComp::run(int procType, int tid) {
 	
 	cv::Mat input_img = this->input_img_temp->getData();
 
-	cv::Mat normalized_rt = this->normalized_rt_temp->getData();
+	cv::Mat normalized_rt;
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index c1f4331..563a914 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -216,8 +216,16 @@ int main(int argc, char* argv[]) {
 
 	// add all stages to manager
 	cout << endl << "executeComponent" << endl;
-	for (pair<int, PipelineComponentBase*> s : expanded_stages)
+	for (pair<int, PipelineComponentBase*> s : expanded_stages) {
+		cout << "sent component " << s.second->getName() << " to execute with args:" << endl;
+		cout << "\tinputs: " << endl;
+		for (int i : s.second->getInputs())
+			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " << expanded_args[i]->toString() << endl;
+		cout << "\toutputs: " << endl;
+		for (int i : s.second->getOutputs())
+			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " << expanded_args[i]->toString() << endl;
 		sysEnv.executeComponent(s.second);
+	}
 
 	// execute workflows
 	cout << endl << "startupExecution" << endl;
@@ -360,10 +368,11 @@ void get_inputs_from_file(FILE* workflow_descriptor,
 				exit(-4);
 		}
 
-		// set inp_arg name and id
+		// set inp_arg name, id and input type
 		inp_arg->setName(name);
 		int arg_id = new_uid();
 		inp_arg->setId(arg_id);
+		inp_arg->setIo(ArgumentBase::input);
 
 		// add input argument to map
 		workflow_inputs[arg_id] = inp_arg;
@@ -455,6 +464,7 @@ void get_outputs_from_file(FILE* workflow_descriptor, map<int, ArgumentBase*> &w
 		}
 		
 		out_arg->setName(name);
+		out_arg->setIo(ArgumentBase::output);
 		workflow_outputs[new_uid()] = out_arg;
 
 		// consumes the port ending
@@ -762,22 +772,20 @@ void generate_drs(RegionTemplate* rt,
 	for (pair<int, ArgumentBase*> p : expanded_args) {
 		// if an argument is a region template data region
 		if (p.second->getType() == ArgumentBase::RT) {
-			// create the data region and add it to the input region template
-			DenseDataRegion2D *ddr2d = new DenseDataRegion2D();
-			ddr2d->setName(p.second->getName());
-			std::ostringstream oss;
-			oss << p.first;
-			ddr2d->setId(oss.str());
-			ddr2d->setVersion(p.first);
-
-			// aditional setup if the argument is an input from file
 			if (((ArgumentRT*)p.second)->isFileInput) {
-				ddr2d->setInputType(DataSourceType::FILE_SYSTEM);
+				// create the data region and add it to the input region template
+				DenseDataRegion2D *ddr2d = new DenseDataRegion2D();
+				ddr2d->setName(p.second->getName());
+				std::ostringstream oss;
+				oss << p.first;
+				ddr2d->setId(oss.str());
+				ddr2d->setVersion(p.first);
 				ddr2d->setIsAppInput(true);
+				ddr2d->setInputType(DataSourceType::FILE_SYSTEM);
 				ddr2d->setOutputType(DataSourceType::FILE_SYSTEM);
 				ddr2d->setInputFileName(p.second->toString());
+				rt->insertDataRegion(ddr2d);
 			}
-			rt->insertDataRegion(ddr2d);
 		}
 	}
 }
@@ -791,12 +799,13 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 		// add input arguments to stage, adding them as RT as needed
 		for (int arg_id : stage.second->getInputs()) {
 			stage.second->addArgument(merged_arguments[arg_id]);
+			cout << "added input argument " << merged_arguments[arg_id]->getName() << " sized " << merged_arguments[arg_id]->size() << endl;
 			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
 				cout << "input RT : " << merged_arguments[arg_id]->getName() << endl;
 				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
 				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
 					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
-				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName() ,merged_arguments[arg_id]->getName(), RTPipelineComponentBase::INPUT);
+				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName(), merged_arguments[arg_id]->getName(), RTPipelineComponentBase::INPUT);
 			}
 			((RTPipelineComponentBase*)stage.second)->addDependency(merged_arguments[arg_id]->getParent());
 		}
@@ -804,12 +813,13 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 		// add output arguments to stage, adding them as RT as needed
 		for (int arg_id : stage.second->getOutputs()) {
 			stage.second->addArgument(merged_arguments[arg_id]);
+			cout << "added output argument " << merged_arguments[arg_id]->getName() << " sized " << merged_arguments[arg_id]->size() << endl;
 			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
 				cout << "output RT : " << merged_arguments[arg_id]->getName() << endl;
 				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
 				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
 					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
-				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName() ,merged_arguments[arg_id]->getName(), RTPipelineComponentBase::OUTPUT);
+				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName(), merged_arguments[arg_id]->getName(), RTPipelineComponentBase::OUTPUT);
 			}
 		}
 	}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index d67b803..7a6d1e1 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -149,7 +149,11 @@ int Segmentation::run() {
 		try{
 			normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(normalized_rt_arg->getName(), std::to_string(normalized_rt_arg->getId()), 0, normalized_rt_arg->getId()));
 
-			segmented_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(segmented_rt_arg->getName(), std::to_string(segmented_rt_arg->getId()), 0, segmented_rt_arg->getId()));
+			segmented_rt = new DenseDataRegion2D();
+			segmented_rt->setName(segmented_rt_arg->getName());
+			segmented_rt->setId(std::to_string(segmented_rt_arg->getId()));
+			segmented_rt->setVersion(segmented_rt_arg->getId());
+			inputRt->insertDataRegion(segmented_rt);
 
 			std::cout << "Segmentation. paramenterId: "<< workflow_id <<std::endl;
 		}catch(...){
@@ -206,7 +210,7 @@ TaskSegmentation::TaskSegmentation(DenseDataRegion2D* normalized_rt_temp, DenseD
 }
 
 TaskSegmentation::~TaskSegmentation() {
-	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
+	// if(normalized_rt_temp != NULL) delete normalized_rt_temp;
 
 }
 
@@ -214,7 +218,7 @@ bool TaskSegmentation::run(int procType, int tid) {
 	
 	cv::Mat normalized_rt = this->normalized_rt_temp->getData();
 
-	cv::Mat segmented_rt = this->segmented_rt_temp->getData();
+	cv::Mat segmented_rt;
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen
index cad95c107f06d7450aa2a0886c800b19a1d891b9..92bddec7dd8200431422b7a975d07204fb997f2c 100755
GIT binary patch
delta 122343
zcmZ@>2Yij!`@iRn*cr$Y!HvBWJ9dOr?6kzF6{>1h%%Zr_2qHpw#jyp|TCHdhQm$By
zS<#8MM6DY$>Q`bV|L1wmc}J4|`}x$p&;CBoS?@XT``)A<^i4nLo0wJh;!7tB{&(@^
z%In7~yj6&(^)^I)s=L{BkH5QSeYdQX-@TQWRv)iB=UmBmZ!!<3u2q7{DdQigKe@c;
zdnr1Y^uMNmEtXlOES4G;7t23W)n=}C&`SNsHOjwC;MovMSmue0%+v{iZcOQUR-N0l
zvohwadc5ghNNsM`M)~Bddac=~WyhgvT&Cl05B2@#UwEAxY_WtT#74a?D6nG;6s5gT
zbDCQfm!WF876GLk%PbcAgtKbr7SYwekj5PX7-*gZLw7I?i~9}D`Z%lEExeVRdFrbc
zbt-gz17=q6c-$TSaYTfvfh|2;7L$V?QN0uZXgOY~lBXVPS*O{&*M-zqcC%PI$DM`%
z;TRwx0pp}EGpxIGS3O(psgV4N;9K4xicCkDZt9g*mz0xvYI5uP3eQt7v|j2}F3)0l
z=oA)r3cP8GlS9=BL1VjX`7~^(<rDQz&!;^DW_)ZoaO^8(;)<>qZ75b^O!aHis^@yC
zw6_6yi;o=(I&nXQ#r^K^uEs3(EmFQr$N^4@;bfBqj0DI2<ym!8n<h5RU-RPrHdh6I
z8v07QzYN1)E#WT<ISEN9uzxM%SLjMb%O+6*YNQ_}5w*)_p(sttey8?m+g-;np?<NP
ze)BV7=qcooK`y!#Jz{8qXq|k*fCBqziJ^NJ61kHo!2%!YR}BpN2w{?YzFM)}fQnij
z*3?4`nT~}X>YR36^>POj`(%9VL<k_ty{C$)+*Tn6Xu%jwKx>*$@sWe&F4MkA11(Hu
zU74!kuNnH&%Kdd+b!7WWJrBPF53+k`rt^!N=J=YR3>R{M5^g}5{7yaI-n(7Zc7!Mj
z1qn%!2rOF`t4n7RMUyB2HPXc}rUu&;qE_fo&6))>3w9u(l#EJ$8x@@pqW0~uOmEJb
zb&BP<ys{}rCn3k?M1P`Y9&d|he7$xtN1^CQ>+9)44vsRwQLyxM0VW4vWf9gSlt{ts
zHYCU<K?2InnOZxm>pNDnb`#}rFThGASl}c5u94~A!RpnHOZ85(v6kpGOWoD!okB`|
z0*c2SXVqh!b|`sg)zQJ9DNg6qzk=&1xouVF&cl?l=hV@i>nP*es>?cmsCb-H9i3|`
zjy9@GNdH>3&WX9R%L9xYksOxLI}y6TAnNhd7Ex`~*pT;?X6MwaAy(y0Q0nUtmlC#m
zWg)A$V^{yhJP&5!M|>=P=zZ!h7)xS8%_Sw8P@num#jw0UvrI>)zcFg8yCeezX_chE
zAOj^?QINq%`hu~Opu?s3f49h2q?+8Vnk@>L_Ar^-tve_Q&Blm#?~+!uH2O*yB}$SD
zGFg&K1eqeq*@DcF<aj}5NpgrFvyrqxq+UR0#yTK(SS&0#RoozRSt4z0ZHF-kC5k64
zG0a`vOg$||$g#^(5Gvv7XH-Juz%UoBmwUUQAU4BoHLeFJuwkl=fVuDww}l&Ai$`uy
zJaUq&X|R;lB4gDkY&8s91pghF2#VnEi(Z!5WaUo_1wdta31tzUe$Ax>kYisV6`Pt8
z5UQDuNzlHCKgyZ(-O)orM7BLi+B9fQd@J!2P@KM<L_bpf-?T(=k`Tv68U<V<`V9%7
zOr-=#?t#n`%^0XfOOerzwW4UjA{vU*vt=}}T28@Y!=;rC1~F;I(GaRHkVXnyR7!tp
z*!B~)Q9_DJ>7~zOyOM27k%o}QMj2^j37{kZ1f2y*G2(2Qj%I?!VAvUI3Q~Z|ba)6d
zP)eNz8BGwN#6c84({WxvOC){*iqpp$&^EN73Ja+m#MD<>*@QomK=7}#vFT#TJ&<b!
znXE<IAfpWv(NaV-6sPYuqBRlGgfuqXD8xD8js)PnEs#+ESaJ_^Lm|%4qJ1x;<&wYH
zED;UG=@~|}6V0i)v!xZZCn<_H87hG03RBcce`}a7YHk^XOMxX1vra&*bk_@dgN_xR
z-ANjejnh4T6`q}hXR9zpo%CvkY2)VVtDaSCX9e<Lp%jQp%?zb~no+9=X>6cTr-Yl-
z3M7EK<li6?&9Q?#6(mIlGFy;@638opw4gFhZYKpz6#z0-kW?)ozZ9gXSf(RMkXT}j
zv`CQQ1RpwESHhm@=qU;lN&Ey9r*}8f@}sn3qw)%DP*tiMX^Og~3EOC43rdBq|86y<
zk_c&Ricyle0tyKL+2g+eA?zH`3y?PiDZ*qrE(<c;CdC<oPNbNSN2JUnRv=9#egcZq
z#~XPJAS|&d(h8cN6h#`(glUE_MV<8NhG`X%hE0fL#X3X-?vQ{&0svlDkQ4(*A3=&Z
zu%j^H2I=cR3kq@`l!OWuncd%b6r0`0l!n>ewoFcme+UJrSQY{nv-_h5G;ok(UnDCM
z1`)O8NvOgVFNDR}y(dOah|Q*yO|yGvQKwwuC!koH-EG)56$7bBh1fj1e*=EO9|=IO
znjpzNkZyvsyh0_2rp@lZkh@rS;wPZkJiG4*AdFUFWy3K`nxfHy1=2uai%RC%eY~&@
z7E)9)&+ffQnk1y=+5P?>lm-a^_aH%13><&m1&zV58f^tBK*5wJNQ;#E2{N1@K+@Xm
zeoH`$Bz^*l(-V!}_FWUIu#m=Dj6q}TE&P!Lg4?eXRB{jGK0!ul(X`opx`-AnqM_J4
zyN8NsLK+)vM9UWLNC4j7zg}RYF^X=04iVx+Et)pFmlDyEMKlzrpEYv3+L#(NMOxt?
z#IK?~rwP*xVTwBG4#RX)V;k9K8MdS;Y=eYtwy;H=^yh}{C=oW-FeOD{`i?3PYk7^;
zOhBFVG8gq#qpmQ;GlQmb`XfzYds5h1g)JQ{_#3v5)V3e^*%k|(V4)KTAL*?Oo&Aj{
zt8kLi>`IEleJ^1eDNIo(J<KqjDNLgbQ&JSB6@+Q@Ya6A7O6fBV+jeA|6iv3VR-@T}
zyNdd;B!Fh_CP<0_WRM_5oJ>c3K_W2h6TX5BmSj01ZLxupe)~JQwo3A`Al)T-Ly#6p
zUKS)Z8Mw|6q-eHG$9_R#J7eH&f)xEB)1eA7g`{vvwouT?QhSCV6D2uDk{B4LCT%%s
zD9W2m{DegKNS|XA@NEMcr9v8;WfYLhU^0)=p(ghL_0?}wgcL2>TyhD6xgqs~3=s{*
z=?jf$E7V^7{cH^cqHLj)g*vMZo&Exmkj7>kh@Og&Bme}Ff<$wy-TQ*1z(9rwlJEi9
z9LR@t>>R=zw*{9NZE+~TvFA1khU;Xw!hj||4x8oz$A(`huUx{`JKMaA{;)okN{C{k
zUtnBXJqL<dBmie;e<c@mu7(Yvo$n-2VzKVFHz-d)x%q%+xNz@I(%3}9{VU;*1mJ$W
z$vu!m1ZgERh^94!RYVIE!BCw3jVQ7+X8cTj5aDNACX~X3QZOo+j=c`mqlAStHrYV*
zzKBTz@O4tu49(GXsvs#ckY5Ut00NmrByI~c9kw_iVrciu;y2+|x9By*7v=F9BGVBC
z2bOJ4xvk1rnBf+CC>M9ek3gMv#?$}f+M@^A!Oj@9#LoC2XzOP%4M=Xo<Jw4qO%2)Z
zZ|c0r(YMANAi}jr5^jx!YNq4opT)Ju|8Qqn<f`XNIeFD%L~f6fwWG5ALLQb7nibYt
z^q(`gio1y~?&bxY&*=$F(A_{K3A|0s8tB<?*H6^>qA{t2q$ndd@9LCWq7a~5KTGRS
zn?%VZN<a<s3Db5pXpo<+BlU&Y455>PI;Nwvv31Zxl8~COrktQsP&g7mGfo%i&>UO!
zV?k12AO{GNAOhLVlu84jg9IHVjq4MMOHFL}Tl7a&P_L-(26=zNtO$sN?uKym6+&Z0
zPC}AN@KaT)Ko(^ek)>bOB~o6o*~CvkvH7xYWNr2H!Bwnpg_4E5Cgh^hA!9nLQ(HYW
zxSFlEsBy4R3WSgJ?+qnKEs7r{fJF)=(iN+qo3M@+0#r-SFsyeA>qH?%rS$uTbQwx*
z2}we1zDBGo%0U9C@7gS?4g~=+PLLQ3+iH#=1*lBN1VIK$=}<vhB-vY#SPQi6m_@6%
zs3Xt;LQLfb(ke)+G_D{>cS$OOjFjZ_%Y-sql6M4|jATOZEc1Nbye1Yki9|NI6fowm
zK;e=k5PvKApw5y)ZmB1g6P`23bCO9gyNc*6BuGHHdAL|9YHT)1BeGzk&w{UN){s)R
z??pT13PaQ|!@XOB;0mdE{*M+wNC0S`{YV9%06_jNNDP9d{#lTS3dz%gOhK|8&<6!=
zd51orqid_h9D&-M_z5UZe`|E1o;B2!L#x>C38g@xWJM*@9N;eS3#oav*dt<+03i4Y
z63r2ziy$d7kolJoSu6nr@+pyGwP<x)5LsyUJA99!*&S96oN9~C!&%N^<*=(Ghxytf
zq4Co#m-Nfw$2330Mp7zCQP?#S62b`*otoXJWMZR8o`7oUieX*BpL#&FkfKt0X+!#4
z_)Zj3R7$r68{%JuIGMyrbhe$4K+0mQPZFVng*mFFM;q4MWDR9FdXdT{%rhO|2ohsr
zkv0o5>KzV0pjQYwQi`Jm87|2w(wN2x?2w5J%ZJv$p_8syAZY<{plCC3jgskbTtE<{
zi7c~bW7Ld~wb99bBBcRmi6v->1ji{9nuc48>)<{!G#jE=>~u>a3Dg~r&m;6u2RIS;
z3g80h99+wN2n%Qi=JY2;=nVrcA_F{TkVk66QIr7P=d<bN6swHLROrIgM)-xhj@ZZI
zBOEZ9z{&z^w8*$MvSacJ+>+o5WX3|6Rz$<aW*Zr#B2<a08&!x9Wr0RHyOTWgxO_on
zk(F#B7lQf1mpT)wVLsU=FJB6rB1Wd;42hB~)LUaM`Dj4-G&0#_&>*46x!}^iLl!-Z
zl1w721X}{i^r8@s$pQxn0LNgH&#D54hzQfUz~L@%SPdLIpk=fQv@vkFgNFUE#Bl<R
zVL2i*I0r#%t!)X1qcYWl1c2iwlg~AjL#&7hH|0r`6pX19x|3PWWb++ir+Ne;j`N5E
zk3iarEP@e0LITPP;}|J$kO0(sntZwm9ApZjK!L+5>Jf>aM7!{_=v#EGh6axCd>D`R
zUu8j3g*BPM98?U)bswq+2_V>Mlg}lTLad0G>DWc0q(Ffq+Q8v%viTCR+r(gr0u}o`
ziKCIgL1qbbN40Q0`UxCpgZ;FF$tM#yM8r%-4S^$A;7B%b#AV8QVEwC75vgGk5yuOO
zV~4ONGng3Bx={bP=uPz?0k}D&`GoItD1}%NG1IYuL`mTSM}~nzsbw-+L*NNV3gRgB
zBd!u~@~7_q$iqBPLq%XzLV1A6$8*9=_j6I?Ap+yH2^}-r2>kgEvH+muX2i|HxZW}@
z7sg}-0~KY33t;yW6NbdG)8uoaz#$@LIub~fgp)Ghu)zLScFg~sF>oxQqKOFuanzSM
z+z|&1R5F7DrD8Z*3mhbXeEdx~?otjiVy2^{z>zF)SPdMLOgNZ<!yPp2tq})ylsI8c
zW-wu(b)gQC;wdH!a+~Q`Z}K@@;1CgEze%E`6oDhyz;W-iQI9!PLos0#*Z@cuSrA3w
zATyXSis7g)aF76CS2E%FolIjzM7T#t;gT{0jz|N?2osLyqW%OV98~NP636Ev3o?TV
zqZp2D9%8~Ex0#M*CZFK~hlrTzm?Cgw5suJk**X3=Wfa3UnJP#iq7cMr3F0N0MnuEZ
ziTuJX;x7=804h<=gy6EM3dG8EJf}cODKvkFCd=@{OyQr|2rz~ZO|(y!vFD1|$?{nP
z(^|T#5~d!Sh~C$j{Cp^)LWoSqd=WKUB%L9nI!;p3q%l_n1^=P86#E<*wUmeoP<p2n
zPPc`Knu6Z_MO5;0*OYe|;3vW$q+~(w6~&9CwF}4xf+SEt{vpV$7dAiz^hH5ahXL}K
zAgLb%`K=(6F(V+i2$DuUkconfmeK`+jFRM3K}JgQBSD5svcFBx!IBOYWS}Hl3DPRb
zx`K3<q>msik}M-gx^4nkuTQ{jqlYfgUicJRXf`501Vzees`2ni1RG^^8Fg*trLKGy
zAk%Re*{kskh8|?Iz7+Xy1-ABZo4e#Cpz1hXHA=E)np7htZ<L7_Zj;PDCT6hYwKeeq
zC9e+fauhvIqGY?7RHG&DO$Mm`UP42kBH4F<t)WkTDce5_b@%GJ!FeLnBPQKI$=hM#
zStW0!iRUhP^GrO8<c%}&atRNdI!Bn8*%D-D6E92h8k=|-l2;jcIsZCoIY!Gkib*v}
z@}3+w@{W|e>&GE~tr+2w`2#5CY}0*aNcKLHeTw95F!7QlZ?TD&D0$P+WnbN8mShh-
z4*f4DNayEDeyGVsw&XQM7cRPLusoFaHK_(lUP%+rDtZ6djYQog?*{N}TJ{#nJP*vA
zuV61G`h28hr<&};C2tF=ey*!VOZF0zYLw(nN7ZmcRi3F2v#YBnRkU?CSwu=vOA{|#
z^88J_V99ea@d739)iEPktK{7^@!Tcvis0GAW2%yQ%%qqr;qNl>vL!Fc#LJSr1twmG
z<V`a1QY3G%iI@D!CI(xmiJ2%Bn*uM#g=wvkEHV0;RVA+^s{T!TXgo^Jmh7iTjap<$
z-XA7j#%nnTW}28OQZW^HIV*IZxstsRRX-OU#Qlvxzr<v2k-X{1>nHTWB`?yX7c6-F
z9KB4;K&cpH;#noHmcbJfdL>}woWk>YYQspW_x5`=<x@}F-S3UuQ>5sMiI*&S$4tCL
z$=hY(MN3|ii5De#3xJpNtKLG1Z$&xA16v<k(ULj9Y%h5sCSI`QH8Jr5CC}Hyvq)Y^
z6EF9T2>egFp0iCq54~Y9W3!~<c@xhn9Ue0A+$C?Di5Dq(%T2s+$(sYboFDbRlKi&7
zMr-Rw$WPPxxl+BC$wjv01(|qRl2^;b%aA;G6E8*b-X1afTHrgXh0WnWrhE+DDwvL6
zOgwkV%P{dQlDF63iN3bM#GoU>rNGE(t1p_#(r}ulXM<swD48QPCh(#qucwI@C3&q)
zyhzEbY2t-To*VFTj_b=ohGgd*))NlRu;C?78q_Lhh_09=6|>BWsJ8<2aN3aa6p-iC
z(#>)udtFhpLBh<EFM8i>G<z)P`H$eiS;-$&)XrbnS*1J#?GEYdL!e|gENb=u(gu{l
zQeN(`x^=4O;QytWvc_amg<7Ok`vv4VVY>Gy$v#%pY_2eimhw$$s@pVA+oGasp+YTL
zs*OSK*Yz17MY8)AHFFha8B!jAX4`eMEXnpMYG(T#ihwO674i;&-9+6kSF&#bTXuDE
z9+WK1ECr%vPM}#!-OOFGcNaAqC(Nu;zVy(iU<Wq_<qR7r`O}KpH4}EhQr-{4W$I?(
zlHI<j*&9d~l8cmbze8%`bWfXeQMJ>ghC4_&4L%5&j-Ux&Y{Y&?h8X1{^)*5}8MV_<
z*i>lK25Of{n>5A>?F`gjMnV`kr}Q0Irel_2p>MB7n|Q%;aD<z9*)K%d+nab<l2^~f
z%aA+|6EDRknHCc>S@Iqo(36$-a55cNO}uESciO~@lDrh)VX-B-)ua+Gc?rm~$tg2f
zGH06<110Zc6VEDn@0)n;lGnk+vq)Zj6HnW&c>*si?kY8z8@7l%f?067URgC|W|guD
za+|#Pfa?EQr8a*b!dxPrhQ)_owX0G#37sT_K1DB6pm;fJvBSrQX4$t&jdsF%joDh0
z`J1e3qjfLMdWW=rno6;In5{M0uc=1tYv3sdUIr4e_e$&SWNpg_*E;gUQWj^j#x}?~
zfMZ9da?xx7d<*6`&}1<LExyo3o5;T#W+Mvfhj{S<2_?fa9gPi<Viv)fk|DuirW?U|
z0)`Xrek?4xX-EznRCms*X*AV$qN&iS)>Ox3!jry3rfe$k@E=Vjtk?XPwZF-_Hd+^N
zs{Nv=%+^23*uU;KVqXJK|It)rZOg~hG~_q6rZQP4pmm|9GF#|PWwIE87Dby1vyn|j
z4Pa_2L!_8R&{T%RfkCzQg{H!AvZ)G7ZW@vUsp`%-4ZAJghq@=j;(O=8IC03kQCCne
zKH_Q-_U;s9!+k5zOc%+~9hDFEslK0gs@oLBai`)#ABBCCg`-X$eN_g&+aZgaJp;P!
z-fz_C&nqj>_Nf~_ud0mtPEG$j&@1s9xU09*X|%<D#d);lct*oui=+LwtL7f?cmWb{
zl^5om3<0s<-}y#8JGY<m^c%J6JRjw5N^0wQ&aCN^JsM(6f^J&v`4*-!U#trymg(rR
z7xB>)^K_p&X?~zG>|1rqe4jEOVG$t6IX?0O#iu<2hoxXQYNPR4B<CT?z!+~83XSm)
zAgo=eV_IcRY0$T-hpkEbu@neSifLgu`LG()@~p5TWP_;aa63WBK>~hBviVzezO8ND
zRXYg~1^#Lm;(!){zzjb$-446dn>NpOB}te3Ym!t`=D^EztfE}#Yik6JPGU|6@mn*L
z%4*_#7r&2@3yO>BY8s>DX;u6tbxJfV>AZGZLBTnGWtUQg+e4L->e@w%lt)`t>*5cc
z61Ns`f3DP5zgpbLDM%yo7w=R`Y~vM5Dn4q)l9C}2VR3i+g~dGb35%QOh?{YT5`vHu
zx4@0|d3S7|1t7-`lO{E@=MKW@(BF_<xJ@k^SG(C?UrN5F*b9K+J3gUzVzN8MoQ+<h
zkRNbEej0C6N5(a2HcvByt3cvE+WMbnn%7HP)e~`6WzSaic3iVcFSpB}a6wGgW45aG
zmR41|p_Y$2Vrglm_EvS=Qmf*$RgGV2bz#ZqoeKWd_SC~m|72{pnzYPcS+ha?Hgky5
zW`pXPP`{rgS68b<c(A*zHTrs=P1<6Q?3j#jY@^m-BrbQ535?fIbT5~Z)s+dI*+li{
z1b=1FdW!XCo!W1CgMKFrtzV$zqHCLCxotGNm9g@`s8Fo$AM3G}Z&9<BH)@o%894Ew
zbZzAUc!gskBT&RJCn8^LRO_v%sWjcB_FmDzXU00zg{@V5=wTz{%j?w@E829uvmTzR
zyZW#NI!g$>j9G34e6pl7(Jx7|P?849QZf`JF{cL&8FngBO<CwYAnxpvP<W+T?BM*?
zf)ww&!vKc;2U^kmb%z%ebagxQv95S(1IjRTHU=nxP$3UV?%1HtPON7wCos|sBPDs1
z6E*v$P3nony=5+kP=7hQMxD7bT)93~J-aegxx7|&Tb1lx6{93X*uigxJxpru1lf6S
z^{-Xs-#Z1cKxRh>i^20@?9&gMx*ZBV{;;8dmw~bkpr>8`lJbWJjDQVlfa()EY)VZ_
zhx^cb=QjqA$!Ikdt41$WLi9u#{hbI&Zci<@SmK>)f@Mqwi*xp!qApWgDZX4Caj}t_
zt6Hl|o7$@j3gSbPWAe(nE#3$r;xfYGOPq0BP7PT7+R1x+5{21JNgkFaO;j~_ZEe?X
zt0=+E2&dd?b=ulc+oK5(&H>?W!xy(h!?wg-&A}<al<t+4M!J+qq6%)rVEY)OQNvLR
zzH88u+M{P-iN%mKHA&Rg>s-5en;3xXVv_FU9i(b<-_eAGl6Z#+iFiM)R+p_iz_QfN
z>-WOHPuAChe=BW(e^Y}tTvU{>rE1B|)s(!YYMsqJ+qYW^IaPGCN8E?Lc~z_hb%6(z
z1D2SxGqz|e86{JGnI32V3Rp2}sFyc;cs>oWq<4k+%^v&<JcZl~{&5Ugs^)EOLy~T~
zWEe_HFIC^$(z?OEc<>~9Z%z0v!bnC%6pD1xmaFHkS5N(6%Sb1scC1=|`*r2oBGviJ
z`dSY!wNP#S<!{RIC92zwI&E4nLbpj#IK~oU#b%NgxF#fsB>~j7Z!9TjyGHlL>ZdzK
z`MzC@TzQ8S?g>T#VC*9cW7P*cn!2uBh+?tTi&&)A|0=g?s)!dT;-NeHT4@xtP;K>f
zlL}!m6p1vzRhd|I#@F+GuTgx76UM<=X*4oMb=lc)@boXpNJHCF1WrUOmli><&{BhI
z3($nFdQI!9dWKCwAP1*@d-idRx^idD$h-x*NF<X67$1gH2h(+bHk4vD@GDTSo~a{#
zYf{p{j*n42cGYy50V3IkzOkuYcim&&+bFAuIH+NwJy&MjI9lzzr=DvU8`U-rQ!KSW
z9qF*Dd{3oH3b3^)hGZwA)nj{nmDn#*uk9(xlz9tMZ|&WwwEB5IM#Gts#@`Z~K6H*0
zmV9bRw#-+L@AFY&=ciuVhpy(Sw^BMQyXUI4_P0^0f3A+$@26b(T%EVyyNP2axQ}-a
zi+SJ^7GE)p(e&SCHasky;kNKMtiAS@f2O1ST=nGsj&*(&U56g?k_SiPVVrbd643(C
zPp$J^vw;4yF!$KNe9R%!5h_TlBwGnGT#_$mtBb!IY5Skxx=ZfC&!`)Gr+0&BDVPW#
zWixdC9KS-1^kXa=SZRGki$1}`(;y5q@dS<%un(B6PDriOs3!o?d}wG&fxZm7cMg1A
zaJn>10z-!Jk)@SNYF26~WyW;%TIzM>)eQCEff_Eq&d~Me%vSrPd#SGvv{0T*Qv(l<
z_70*<BQ8SQX4wN}Sx?PS_Z+P0dSf~mCWKzZvTd8G{&_Ia0~88yq1|b(LB)Vqkf*BF
zLmo|LO@$3mN3l2FX&)+uqmT<f8et)m(vsV2s+#-UqiZV^!Ve(`VOc4(BKMxgg`2uG
zN0dcwmc}h3x&ND@rXL#EvWmb--Dbr!DA=H|_+i-^@=e&g5@d$qGQ)b))%VhB*6IS<
znqDa=)5E$nU7ts|V!HO9q9&x(`sfYB*G3A}BOPOkNpuAUpwU4HvOrZzW)zkjD(Ym0
z;iSh*XqozIhr=_yD`R^lMBD^m*>?A<qNjg3RSnMbRBs-3bv-@><)JsRSz@NCZw~MF
zs!J7+CWEBOcj|s<>k%(qT`$4xp;@e)sy;sA)BS5;X$g_1F$U~*1WUg#np;%0ouTSJ
z9botNZc25G_>Ca%l<|*70pyylzfY#%v`%c8qE5+6^d5{35~R9As^6JR8E*OB)wSSL
z!{k(y`u+C--A@8b!%MCfU{0a|1`r+{FE6S(z))>CRXy>lfjaDHGv)CVb>-0})=L-Y
znp9rz(fpPUEa}=dCH3af;Y!H05Q`n&^~JtO*K3ZB;|Su{*a%YzZp7E(5f8k2r|IX-
z1Vg1@qG~%{!{?8Qy5|%ya>OGYb9xr<e3*HwS;yNcoyV$E-ubAtGkVw{CVHQL6y1ok
zRPo$SdS?=ei`-)<O^U=NGCnp4KSam1jW^7|OD^G!4JU<6$1Oo>EA&rDLZ1&y2={?l
zP_F{}fG!e%YDZ6SN-Lh(F-QM|qQm1ng+e=1XmPANTLeOnn9TTb>dySeO+J4|E|Z}X
zB--DTaX$T?nD9t$@8tBJMvB+fEhjwd%pyl(i~eY=GzX8_;(H=`|7EOt{loy<TwrOF
zrk3zn6Hm*!Kk|l%p&O0%T}(<E;sE5eGL7$QhEixUTDh1Q2&0DM?I#)ltuAoB4LsSY
z5+<luP99etjaOHlTB3xE=h2MySEEj+Duc)IIE7Vh`T~Ax<$Kz+$|bkWsbamf4zQ%d
zhhzEg3j0vKbmpvb{}Yw}(9QboiDCvDfF%tgKT-34SjG;h@tOWgawKgiyF{wx&UUGh
zdqCH68iQYpY+gH#Qlrk+a(R%ds~!7T-FkMncE$K$xZ3~RmtMbo1afT`6e(MHgzA66
z$2XZ?Ruz{LbD-lw-=h5ucn&^aUzrvO+o%@mmh%(6PmD4-(Y8{(Kn`1}HW$j<J{e(H
zHyo*LrH0a0YJh063~ZrJpr=h96e=IXipk?=jA2~ccobFr*-+hysxVq{8;a*1>gfyh
zy>CKXNEEuVX~Q*sgj(X_V8u2Zc2&K!9o5nya!2Ljws;Xd>mznlORlA!zgXa;IMqzO
zkae4RR|75ZS9oW&YY^<LywyK{a&<j95apq?F<CTN&HE`Ts4K9v^r%NV4F(;N-qjEB
ztA6R0Fa+l?+HKfBRFi-9Y4v4cg~5ix(!!EXh9v4k^~ujZpA0ChP|i?jUs&?&Lp^GZ
z!jg{$7|<!D8iRD`FEI-_IaXE|{j!=}Pp$H61;(zajelzm`>v0Fs|)`o(7y+NYsIds
zkA7>zuBF!b{ifoX3)`j=@Cbov+ti}3>U+HnNlNJw+BV(mqmI4ax&b~F3AN3}KEvR9
zp>0!cUmaOeztnTr8<kK7c2{5CxUQ7zss4OZ-!iocQ=PM4R9Mghed!y9ZQa%Kw?_F6
z?}c321G&SLsPBR9byt_%YTEC47y+P8n+6VY8sfcL?HOEH?or+W3_H1Tc%xu?bL@49
z_Igj<uND2~{UsKUQ4sd;3C(W^s@x{&UOb1I?qggl-`s#AeJ@fXO#S{&RW<W(SLOF^
z>hFK&R&}O)k^;dy=mldCZ7;U8n|kMVlM3tKE97EGm|FABeBXxMkz0H(miit<Xc+oK
zC>ceeTgYQ^HzdUk!0J5;<-QR#VK3&1SCiPG_0q<Kstxbfu?+#aHVUXFzThioJuTX(
zj&;Eh&5P>&1Gpc~5I!kAP;y13k*0z3t}8IYg%T!@o^p^UZ>j}0k<1<F&Af{{ZPL=x
zjDAnezgyEK9z=3928N|Jxd*$r!w?ucNa0;vmoBi2^Yz<b5he{B%Cy)G4nfUO+P78h
z3VXWd0Y1ReN<jSIyBG|r$@us5k+>mLy|$;J`o!^vqIOkp?d_ZD`=GSq*B0Fx69$|<
zK)Gqcu!g7|ANeRHLsADla%M_FusY)LQs3L15Qew_fr|ut71`G&bWk&%R#mM}Tr13P
zk1G1z;7%RYPEWchzQO9kCr$j8f-o)?`gK8047Qb_XX&K=_@vc`v!K62p3zwGKieR<
z6A%y9T;!&N;aj?w#Wk6$?n=|2*bYvikD+tsw(yd0550m~FRG(D{AtIUazpTbf{c=o
z5D5zAZDhK7{Ar_r6KzpJPvSd4hD&GL1*!QS-Cp(0oocfJSL-0?l~MpmvY`7hGwRBk
z@VFsdtqDcuze46kU7axTG$7xYc%B-ZafaKD9aQTxpHj8JyQ843+UZ#x<$f#JEw)jU
zpKVnp1gTyAso~NMt|KMJNA2_-V`MAZG47^Ri|iO%2GNc&yfqlg9ivAZ*f9op20?!)
zvSqZiq%Grv7SQI!wv4|Zx7e1^-h#G_J5g9{%eV@;#kP!dky~ubIHm<`8M~^>{#U7G
zLMsBBg{{Kid*N-P8+Ns#+s5^+Xxn(OrIF@rNV)j7QEg7!#z~;44M^HHHo^jl;lwZi
z4KzX!f<A@hK9wH_I!Wpkb#fnp3)Q1R`nEBiYF}jA=+#o+Ha3NNfXkbh?!PT*+qjM@
zP-NR!OYM{=wvC;d8x~G2Y1>#CSXx5l=_+~^SiT`x2s;~NJZV-$^&3O=i&nI4+)i~Y
zvTbbAoVJbK!5m!CUeBckZ5uC821T}w1DfgE#wkq=la|eC+t>nF8eVes9Nh}MX9<sv
zw@gvhvxe%X7O-s`s*Gp>TgIwt`_}==v*zl}qqS03zHa*;o5Pfb1cWw+cVJ0@epGaG
zI0@DZNRL#e1mNbdV($PQS`EPBc-KVj{H}@eR|D7)j?#96zBaV`|8|4X(J1|o-C&i*
zh8eWYvPMK|lg2zj2FoexQzZYt-C)21H2u%rpc6$ex*Oa|&c!U|DFQ{wKqVW&Zm^xd
z+#QsiPo9hI|7P0M<P#osJcJ(_5=%sZld+%872gx_dsIWUW5EEM53sb!Qp>S~iKiu+
z+W_>;8^D{$kSn?d@&fYA8^Cl!DU=ZGGBFTF4aZuYV{8By0#Ek5`b}U1*eGcvQ<Wu+
zlU}eT%8f>8un8>1lz$uI4zQQ9xM3P>>1r?~rU8HB#6DKu)`u-yExxD(Ys_Bq10`60
zrGI^1)|piUvc5A5P!80j+p_%IGfH`7c}*Ve%&M|%zS)@t!pCK2RvkW`;>RuSR+2sf
z#7AH8F<E@95Fh)*$K{f&iZZG$e^ipybb04rP|z!mhIdF^xD!^12b5x!y%*NOmXq_y
z)ogLG=~j!6D8;G<1lFWxrP<<twT$mUW+R6*I#rYJL8Ci048@%$qerz(kzPon&ua3Q
zU}RfsG8$?!N;Vs@TLNA~f(38y(~|%+H<Zu8>klz|^)mT#H~H#s_Ek;#x=G4hEzK$i
zSWJeeO{teQ8wN;2wFdvAG^Bd~>I#vmMzc&tM=7!_Y-efItp=}K2GSjCGHPTpiZUDZ
zl16Vxxlp=)-Z#?qGx^FkWl+oPYmoG{kCgeTGLUYT)j+=5WO!AS_a@fUK1LdT<j>2M
z1>_4&Mqyx-^R0GKFN!}J<l3xFHK~c7#jKr&j%nGXZrG-%Y94|Us+S6@x@xL6t<;wc
z-ED<+Z&xpZV4I=(Sz*<~MO8mDRC^UxO%ST|W`bz!UWTrJVck(h-TE7<FQ^>)%GJ84
z>I<x|sKJH8s^w9&t9+{RCQg|b4Bh0yy0@wosX?-#I-^EfPC3?0Q94_BRaZ6yW|rBm
ztP^}3!H-+~mH24mM$~NaaYTH)5+7~ch0L9GQIe~2yF2q~wWzArx)}(rT{Y;UB9V!O
zCH{uwgQ~oI1?J-yR9NFN{y2-UtyYx>gGQ?og*A>C8V~#m#ob~^vi$h+3aklacB}#=
z_)dIus7UDNiH~FA<DK~EP)W$d$1(Bot`h6w=jU4}&J}!lUSNb<@IyTy3rFQb8k-D_
zA1m`j&}em_u*Nt;V|`&sUqcdIncqO$F@-g%7#h6_OPC>PR+%^QWSte851;JGYDKK`
zL4^1lNQwFQjpoi;mEbE}mmmjzG{z9L^DqR^qP@J(B$jTVNp;{Zs>B_hY+HpILRpx@
z1K*x}gBPn;F9)1!%d#e$;faoDV>-thzAiX@n5j2UdUM5_RZ?14;NIRWu<ects0B|x
zIX8b?!(yK;CL*z2T!&C-3kg563Adl%rqNoBZd{2k@MhH%mr8uAH}h4tdZiunhILx;
z_Tb%oS&Dmv3qb0nO(dBWd8sO_MzwwrPCGQZi5)nE;uA{mO1xVY7OY$jQBV9*CGE>9
zY#Hmb(H$|!2|iIylXYDQST;I%ti6aJmn95q9=_$=FhL5C?at>{WgDBUDu*n1!XRdz
z!!iS(3?V2RP*V%#{<l~K>$vc+YRq40?#?H`XEkg2BK~heK<WR08{b`xg?L-Y5jDO&
zQu<j|u7EG-#JrT-WqFnAtf>-NmiMX7s#T4oT#{saW8>LVq|M!OJgz$Hr2OK_&x6Sa
z`^)OFWzT}23jjPad<c4?-LlpNqD=-A0P5A=FsR_lds|tM(yc6CY-M4}<1+k;l~pN`
zRi>bTzpua}Z{_@1`BpEX68JnuLU?KTgrd`*87L^NwIs^G@o=gt6}l4Cg!?yQ9=z{u
zR?1H}$b$#DN~2;+a1W01@Ox$Men#<7rk65Zne`#Uvy4=CFU6l8QM`DTA9HbijN=Av
zGc8$pA^gN^R>S3(!As2J9c!@4Hcv<#OF_^8?oG#x0ywjX%!IpCS#PjqZ#uSuPIvgb
z5Ad}Pe3e&i7a$8fy6)T`AKG)rhxWu@l{ks03%UFNU0Tp(qIB6ux~vF3e+GT&a~AmI
z6aQrmc*UA*VbxX$E}>A1m%c4}+xMk-YE9O``z;0&(}&$EWlKuR9(2>0SFgpoeehmM
zqdRD=t3a#B?(n+=3@_f$WRvOeG#O}JWNRti;HxrehikF#74N~I2Ls_U42*2M2JMa$
zUs{*dQHDD6@9MJFbxtXIbn&3t7bSF01JOau=`gtEzO^wlUF~{oqIWxI^7?ZjuRkb!
zXFc%Ru>{Ym$0}Dl#SE`MV+Z-d$?)pTOVwwq*loVPKCG<KCHRl^S&fExj(rtoCvlEF
z7^>yyUXZUfZGL{f)(l-rq*ZCaIxwf{1^IkPLze755`@&GG?P@aq?K#LN;3%H(U|Q~
z5-j{gV^$*&1GFkvD8PU>`PdENef41XF!&X_g;(I{?6?*FaXfs@TTf%vd9x;Lpwi_n
zk8i?4TsytiQ7nYue>7o}AWHWD*1qcESNSj_9?8WhLkmaQ`-*Q1V4o;IzfCI_$h;MH
zC#_~P){1#g19#9sX;8{6y@B#y@~Gy_s?2@GS2bsggP(!JeT5xb{{=goA;h`Klot?M
z&Xs9c?7%#f(-3xk%{#Paetbp?mIiSfw`5J3_opu@?(sr#U;U5IXvJzMGhXm@t=MRa
z`*-2E?f)qhH{rPv_c+GwMYt%g|4WSfkykIkrj3B)J7RQP{f9U00(A)ZhhJ{Zrqvq{
zZi}vZFTl4<;SG9SaC!;jLnlBci-Op;_IK&5O<R~V9jpI`VZ?F_e?$dm-!AfDy~+sM
z(DZ%IN4H`Ajk^8+78jotvbgjQ-`|FHQ+|2QU$<fPC#-uyVw)U|J-~lXI$qZsK^7tU
zc)Cb{C&%IbMX4h{LGllsk6^zp3{>7kf1X<?=>Gsi&S;+1mU;0n+p>vXe;R4nugXG>
zeJToh{0Z;Wj#al+L*Sy_pQAc<5q*VWhVVCCs3ma+qYKL;x=@>2G7aHIU8qe)*P$A+
z@v7;u#uye8(1MzTUmnD&@rEI+5^vO=m1B2#P<z(EYpGFfdmywcb|kMSBC$!2`O5a}
zJugp_PA{pm^|8>&d&En2U?aR1V@#2*eVo*(Bz49=;;TDA5g$D@be2e+S&xLD%MW=#
zM=0X(M|whfJ`Z5MlI3}dE~v0t1seZ{!4bp2Ud-U_!{QN^Xa?=zXK9LAT=)-*ftp38
zV<;NH2wBsfH7cJ0T~XX|jl9Q$J3)oN5FHkq)1ED}c6}(a{`di3*9j`@V$yjhb=Ex)
zI=MOAH5e*v!-%rNRqlzFDkpVD<?xNcY?9Y)D2ApJBy}d|2tPkKcu;4ka70e={BJ$L
zveMLX4_y?haIOC^NHGi!7BhJ6C?3J48MK5aF^gH8{11yhnnk9g-y?n^j5X&SL!jf{
z<2^!H8?SNDC|atCGSz?Yi&T5v=ih~}ab8!@g)G@VsWVLK8~{IEpkysgI$2WZ#6981
z=N`Y;1xohyz2XTq2gtHyL4*`XyVfaZ{)d5L7?dhz5c(emSMJLQWiuVWK^tg&jHh>n
zGTi4sbcNpa7QM<8>)jW<V#!?r|K=TDJ(NXx4KwL<lR7zfgii1scq4;Zy}aOTWLnvO
z!rU5V<TQsq{EwTvi}Ef1Unu*~Ycm3oF~&;!2GV}PZ9eZkR=t_~o#G|hcvmI>&)-un
z<`UiHTf<nTY7-2dsA4+bl8#GTL#NYyUcDQe3fZsf#`bybL5W0`A(6HITV%HU7LN*J
zf&S(HE{<&NZ5`RByV$onGRK<kY+g^>Zf1En8D`8`FkHprQ99mv5^@K}JCDTA_wk2v
zXf(USl?u+6Z6SA!=i?A<@I$shQ8k<2>dpfEH)a<{Q4f&GF4P#x*@LxZ4nDC5i}8Ag
z5*Z~*dW^d%JZ9hE)q1k({*!MO_xJ{)NRO7=e0Wc|+;H&3o@_C@%zb*XS&H9{v{k*>
zUFM0`HP7HTYfRUBC$IBmeVC7X=|90SgA-<&4|d<=2l}ud$e;{7CuuS`evPl_%YOA*
z@|S_ObdJd1<GMgQ;Tl)N*;xPm*NUU<@Q02z<S*{`K8x`B9AayU2T50@t_fGeucjrx
z&w8?|x2~hoe_r~JxynoTgAp71d+~4;0D?@)iz1uX=NmuiSIDo>eWAs>waJ?{#GhZ)
zy`4pa1*h?KQFvwt_dWcpeyod^6X6tnWvonQ#cv{+d%vdn^k;RLGJGEoj$qsT&;L>!
z@qpj-7(=ddrva?BQsXLbKY(@gnhKD#LhY2k^M4k;BYx()2CyJ@fv+6ID!B~&RrfOV
zcdiU%{k%9jmi@~it!ql_IY04*16fVw-@Sa-K(<%uwwDha#M=1#{Zt&_&YyMH-~7t=
z4}vrN#9#T3g8*PQ<fDZMd>}f-#47^esVv@ZFbnc;bEUY;GZ03$()nNb>cQ-Q*OwSY
zqMapO1!f6Xi!bxfK7_0LCzpBlhwLZi!A>lvH@`51t@982vAF+VF6;iUUE#4qp{B`K
zxP2%a;`MWu5$CXsGvbnnbLe7P*f18%6pyb&fUUzJz|;%H1LR-S12|pgLq<S=^FQ*{
zBUn4-(wF?o2)5p9!6hS*<)NsJ%XtxK^trV4k#I-GKlf~L-*eCFz875Ne~pBCkG{xX
zk7Tu!Z_je;DAri%yN&l9#cEl1okLaJyl3GYbv+YEdYg*K_;Xwx#cC^ew(|5*te)~9
zliwM|+F9R0P+>)zxhA?5kvGrs3KQW1@`I1qVdaDKy!>c5s|xyouNlqyT3e$o1*Can
z>=`W}k(D#koIi%aTc$ilz^B{z`+iDwrT=L@XAJ9R9fIm)O_7$J(yWQ>aE9L+!=`$z
z`vKUpCxpww)jlN(H}@p};uGk%FE{e9KY{a@$0zx%PuK+i$dkqE_z2yL`R&;mK4~n}
z@s~4v=~x!1G|NakI+k%oDRYWPOkg7vpX2<{1Sn0zj6w*9+6y6c$-vTl;x+w*fpCdL
zXt4`~1CQ~qC$bw#w+y~`66>uv()n+bSe*(fN6BV{+|o?3bC*xq_--wMU36o10*+}U
z@E?xjSM!ou!epR1%Q(jEpR%gTg5&(JPgzT4shxXFW*0naFJzXft)O@0!Af5m{&%jj
zkUyWyPAVf}cv=+u!sGTAMKyMP!Fx|(tCcSFSvl?P6xN0*nFn#J{;hKV5Whc-wX4wf
zkibQUT$zsV5Af#G*&4;^2){6$)wj(;v3zxVZW?6xkw)1MqeQ-xuk9bZo78)wx_qmT
z-qLRm3|Wl|M?_TVxrQNmiEiaPt8kPuZ3g>JX?-}Y?o8<ZiY0~jnFZ&Fm-g`mvskm*
zl@Cf~!U4bAE1t35_8qXL>#tJzu-UA(i!Bu+Qs?e}ke8j!Y6fmOK-M(EQum?w1Vu(?
z!ckR|BY)}WHS&a`%Lmd{%x3OPIhM+|&S7;b*8Ub{@Dg#ncp58qU)r@ftO`@|_VO2>
zvz6Y^#T-*GRBXm{d@g<u4)(zPeDhq^-!=Uk5J=wqeQV~yKyR_1H<-t&RT~W=?bL#7
zY7$;bCod&!%sh5LQNCE1<`>NlD*pe#)j~bE+!2d^CI%h*75SzUk3V<w6EV!w_2Zoe
zZ`>~K8N+H+4BZ7hk)7|J`~t_nJ9+mQHjrEf7IwLAhhgp_U9S1s;H}>&T+YNW!e!6h
z;Iht6?z51ou41@}Q}>U*;zt(3l)H92f3c7?C=IfQ&gpj^^2k``p@eVe9b=iV<USYN
z%0AoSAS-n5!-moGmRY8kN`EVioF9=<t%uu495ZjPWp?Ew$yk%YdIBzwpeAwK`I%T&
zyY}A%I${qzVx9plw^la(1d$(=d-7M@Z4s2GCzes<VuiFEZ+7r5i`cNfjlf0pyk7uD
z;j;@dJfy>~zog>OSl9#3wR-}@SdY<!=gD95r;Au{=q742ap4pn8-_blZJgC0SNaB~
zCK%^L;!S~gdeO-41^Hpu^4-R#FNOm*KjA7I=PYr9#a>OSY~9W;EoRk5CA<ItA`Cp!
zkJnA<LWSNam<&?9lGd)LRH&}>gmD%MlKcZ13h;8iz^7CN9#mPdjrU%{ss!BGf^m}Y
ziX9vX3%XgfA(>nvM+f)&7S5NjNj8afB-rNc6~{-US5peYP@tLwb)+Bw1#?V-`cmM9
zf{`XcBPn>d83bV_LBOLBD;4t&N&-xhX42%sX1+a+HCMd8<X7WZvo4bTIV5CvzSEhE
zmqSVHf8Q3w0wB7^J;Ad4Kwt0S*FEqx?goCVu$lK>%DhXg1&};=2=lb=6UB+ds)2%4
zkkOLdzm;!V3OA;nZQ{q4vN~G1zSx8nO`;mhmKFEqD#Osxix0nDfVKFVwnyd#s^3=7
z5?!($8WdW+#(<5s+-ayjki6mOMYJqDG;4UdjlG1tXcqn^FIqC+BpaSJC$FIN63XUn
zJR_ckc;bNGrVr>KsJWx{ChonAebvPcL&_aTk%6-s9U0v?2{Yda11CPIJ=RhmK5G(K
zud302M5|wsQRBRsMoph*xuEj@j+&oAY92K&H&S#hdxs#kBzJA*zb3$af%n(*cL~hf
ztMmraMzKC1x~}I9ma~Og3#Y9E{O3(wQX3GPQLx`6&;~>-3h1YDL=)My0WlE;Hj{-m
zAo`(Tj7gvmh_)!{ZIWmM!hap_y@I{3^x4dlR~Q2#b-igo`~WSX4~Qc`$N`a0Uui(x
zhOc5kbYCk5L>5G(0TFy3d_hBMr5q&4XgMHqpmg|C9CW%(zefTOkWrTu1EBs|9-GMO
zX=Oaj(b<0tl)f~A^uCPY|6`!UVMB?5G8_#G4U~;wQ*@v#k-S0!rK{nkvhGF8Z=lJG
zmgH^7S@W#*p#ad6P=49Sm#$=uyx~qHEwXUQQ9exGf(+sLe2P`^=7CpO`4WDRK2NTo
z`0(<pSh)%>VC}%0i1J=!oi)7PDtxMABOkho4cA`j`8<iATE&`J<#T$|lOS+>Xs*0t
znkSzCsLFW-6>i@=;$bSQT1Kq-4oedMRAoV~i>U5m%kz2-KY+Yo6Yszp{#s?tTrDQv
z^fkQgY8L6bY7GRGH|k5S;X7A@Z7;#2E4qv%{$w@tQNB`n=_I&joTl=2Ni0MOP`NFM
zHB=Op?@eMO{I;$l;Ae4K4P6Z#4mV*$y-ebD*Rc9+{sb;W%0P{9{0`R$Zij;1@m588
zFPM1XQl&4>`QnE=;C?TyXLncfxHW9Da$qHYy#@|BR257`FA2hYu$PF`XB(1gg(V{l
zNeNw&LQoCK1I*g+*3gh->5_~vXIxiQzKO$w3p>{EBb+s2FZeyqs#Oe2q@=LL>!I(U
zMDDc~O7`(8-hC}xjpbn5#+>%S-;nWboC|7J{Yqrr3bM`pAvg#NfWmsZaPA6zaxDuj
zBm2nk72JIt^HfT$<aO7vkXlePcnDm!;Q*>~L<$zgen)ncTPu0OI%ah(K!j59)GGe{
zI`*EjCy_g?htH1^dC&Fm2!($lPgu{U*WLq&9`*(8M9k$FHZQzT2z0WJD=cx%3Aj<;
zb^|N#ItCMv$_-ZX{u{t$#T9(x2G-B}ua#tsn4;}#v5CRs*cCh*t$jDL@+}rEH-Pm3
zkU1}DIut*G5@(nv+BZmZj}`pGjgV3^ljVyQe91;OPI(j0pKoN%d>1ExSD3uuW;+#o
zle7(p=bbjOnaazhJZ%$e5qgWT(`#la_N`KBA{r+^A*BP+8#kANt1(%@rOOC(GG^0f
zIS<?ny>l4wv>gU@Fh9g6y6ZCxV|1`)Xf7nb7nb-Kl4FG>`SH5Vc3naM?vTVrTba1R
zqVpiqFi~U1VQO-s)m5`FjV*@%uDT=|C9x(alvr1A0#Ef*KIHWy&<N4ukV*|yX(dz$
zWM_0zTQEo?(Bzdgo-X4nw!qLzUC#GxVeP!{iB`A*HP5y?WYbKE=kK<#s;;Y+LLLdB
zR}kNTWxQT83-F#{Hh3rvEb;u)WH9hI8QhKM>yp_YO$JdbMu-THrNQku0NR*lFdU_g
z<e7K*#eCaV*3$LYB}U+NOZnZctX7}ra3Qs`g0@?H3XU9si$M)%LG)4XvFP{h7UdUY
zhF%4amWMrK=3TW+_tbS<rH=O^K5!drVA}(6VnVMn*vPjF{d4L!x?%;Xcs>@!$^z|@
zGc+43@dBc1%|N9&2+7FiUJCUV<tNn(MOBv?sw3j_8<=&Ii|URrbX&ypj5>-nt;crO
zhbgCH`T8%}l0Ic2({pq(43EQD@o^ZykFz6u&va}A=rOqrX8&+A+Zouf_+j0oDy;(5
z7V)SZtZp^W7%C|~QB<#p%ADAIo_j>`RFfB%<XJnIcePOPbxyoaicjPO0fe*AUv6Uf
zbBnq2SFHN*SqsS_@WCN;GWm$oGh`D9e-cl8C$svHllDtORKhS2YSku<QlKHL{pVsn
zzXCi8wdpHXs{Pq7kWar879ZRK?v}PWIj!=MNbEK_dbja`c6H20O}xU8>&Wsic=lJ!
zTCzN}z`0X=&=F?kb-rf4+ImoX0q_1bYo*MK;S0WoCE2oo7aU=p{M6U*u%1^ezxp+c
zRaPwIBX+WeP30Q$hmG<}#!|RJJZ%$AjQj<93fp7(_d8j?Alct;{!GxYT2@oFEQnZE
zYdRXs6?yCe{@yNDTLb!fKA*meHJ%VJRH%Lha2W>4iZLSIz0Y*)o)3sZO&#?bXlYf>
zLd<8;OiW>uuz6@2B8T4^l70*G`Q@YV@Mn*stQ>E;8>ajn^Z2ga@TAK}Hhy6@Je!wc
z<4<-oU#I>t`TWvhr3P=jhgB~pALGcG3m0^2_pqvb`W`k)%VOVresd4&Q4309EW2wc
zr6S9&zm50a3u{y-NC!$nGoDj4|9mg3jSuJXQ~0@k9xwL|EW0D;@!sFSvilHX8q4lG
zYNjH~?vi=5?7sd6mff#F9b6}3O~%jX9^Zn?59acr-@>w6RTvjuc6ZJd%kK4WVcGrR
za|77Yc}14pbA*~wGM3%`bGh$6NNK9cvei5uwhxxwcC&fvK3H}$=YUtaYQ_iq*tKPM
z#T;I+k4-Kk`;zw@{#gpFzWxvx7TRR2kiPovMIXgh-|?o^_xx<aP91jn=R7wBR^Ls)
z)4B;&dnm#b-J~goF;?HHXf7n)g(ZUw$vdpBVbjr&+}0%opcYBQ>U*xRs4R#yOw>&0
zFf|c*v#y$j4R{kybEIUUE{R6T8IWjBD6xg$q|oZS9W)BBzN1jZy!tLcC+5{R%H);O
z2$;kBeg~`X^UwK&?_l+<L#-^=Ms4-oKZ_sx4i?j&J_EFJ^<6WYJHCU}_n>Gtv6yPB
zZ}2SMBoz!snha{sP8*!coLG}6tXx8o<@e1@Kq{7B>_8o5k0~*eFFgRu@8cOp<o%!V
zO9z;hmfsk7hgTfd((>DDI;i2)f<Cn6_cO57mfvos<rj6d<+tAq-tHir|6BkVrsa3P
z?o3;L%Yw6_%dZ#kw5Fov_gC;DTXi=S+%#1^1b~H9cN?m<S%sJ1jH0?WL%07dvHUhT
z#KM^JU@D)U#uAi<)A<Sb<rD6En0dHWn~IU?RP6aQnAPA3+bVp}VR*A?$21;y7*>x-
zQ&GK|4gbs-VifCdAojjF$ZB&6mMiQ3V7WS}mpK|5#?c<7`f3eN<P~?&hFI6b>f`cf
zUe+-y+!DbZWct;I&i(oDBW$YDXbS)72rOlNqi`v!r<|F}>!-81zKf@TzMM%@yW_zq
zxC4X%Q~B|9*1FoE$xu=Gb2HSVcK|~czsEG5^&@OJ{ARPVyxI4xgY~aZQ3wy)>&yNg
z1WIJ4qxxjN;(OM|wXcbH>QnykdsemXmt;v7+uf<MxCzZhBufnmfC@Ouw!-%C%27B~
z95#VJJIbu@SD6Gc0C#-EpK;;AltDsx7<|GUK#xbio+uPxk;O|R*hCZiw!wzqV8VSg
zu`f>KqmHqGou7kPbS6>aFhp~s2oo-W;L@iElQyddCi2(EV3Qhz+2RkKy2C=qd)iq;
z?WE%PIBv7EXr=Ka&W^Ki_LzTg9NwM#cRW9G99Erg#&edzMwje19>zpzzH&XQ%ok>`
zfwixU17P|_lCmhek^FQ#tY}u(WuOUlOhl036L^yo?7dP!z{`2%#J6sMuDt35YwhiX
zb-<;;yqjD;4wp4+i@jsX1<jFBh{PR!z6&&ov2TKIX{=~%$MF^?A^0GZrQdiy>LeTI
zzVZ`!kO9SpU$7a+|2WB7D4Rav6;840%G<HL*(qZ^yEBIGKE+yiKcOs&tY@=7;s2gu
zRvRBf_^59V5fP!;!FMf-B{8QH?s|>&W;`m3mBI~jF-gJ=$-fxRuxVvT{?H{9&JQFu
z>Fz{fkpd!ZBBJV_fW)Qh8eNru{{FEpnX5~pF@<9w(VS4Z=Yo?$Yt)91A&WvPAEJtR
zjhc;4%xlzGlUGWkE}F<Ej|oxPnpiX%iw~iqiSSTLBJ7CxiJi=s^E2=Yr5_c#$TIfz
z$2{{4tV(A`Lqc*HTQ-LObB6T{S%K+mi;}jC`C{hy_p510(ynAN{#7YC@Y|XE6nva!
z`vD$TYZ8L3p*hkvmzO?*47Am)w7$CiHi{q4gw^f%C<9Q;X#OUX)oP2=?nd~NW~SB6
zcO<BZ)vdH$!x)OT$c)LLp&mPm-#W`GHGUidC4yHbK&&l(=DlZpaA|$<`*$Q?ca}A%
zHV#ml7C&w8Np9bbB)2x{cBL7LmgQVv7F`>c08eW>S{u7T5ZQKqSYGPK*$8!5QB^-f
z^%<5LRBOx9H!G_949g(8#1Esz+IaXJ>%o){NAMCC*h+;*;$l~sr(9spO5G7W?E<Ue
zF>N?n(Ha>R314wt;#VHQyi?*LER?TC@Rk>0p*%61Y=_Xad26VEBIaBw&X35V)iN8K
z?Uvqbv|1*jRA`ff<l+tzhVok%;aPQ$k-QJ?^?WbEiWoJFFTVsUqB>M;?y@ey=B~^L
ze)keAix-B0Q#r}KYzci513(d{4aZHNCr|tl-k*9s1d4B78*_jmtF(Lsu8pI$ZQhY@
z2qa!Pm8LE)4!^D=R$22tXe_sRAw&4Y%j|=QPfhZ_KZI!SnHuy8GR)&P0~j*=$5eTJ
z4gJcH^c>DBWw9BshQ?*F+FZHKJe+zAGM&0R)dK2-KlAW~*Lwc_k2Crg15MgW)<E9z
z3OGtF0apT_U16P_z8sp*%Q>?~{Qec@?^Ht5rWd_$4B&x3v6`^d_5X?0hmZOA@r3XE
z37%DY!Y_!AC*q^R&#Z>+i5O^Jbu1P**(j44x(wDIIOu^=CEFvUG_STU1)&Az0$J1{
zm^e-`xD|?&+V=)hrD;mt+Xrv=iYtvKhH{3s$Fez&2yGfe#|Gi;^jOREN??;=$1`^9
z6=V8COZWpT5vjZZ`2_&A0;$mXJ21O|iWVnxunx*NQU1UbW&nj*WC0(pc<QX(T`%az
zJN?4E8_yIDaKX;jh0K(dGdMUt7AoPmFqp^u!h&qiA}Bu1?{~%b3<P^kd{4&jm&A8U
z;skz&A22!vPDG!ha_t7T*5|U(W*kI)INQ`K2O(puiO~%iHra8>Nh{>klCOIm>4$IQ
z+%Dua)D(pfw=gjXc1;t5uvauOC;<ixIT*egl<y41|2P*{uuA;OudI@{1290xxJf0<
zeJt8>S_FUdE4<*oS~S*8OmGmiCMePOjb@{_(x`3(@AezKCLU%oDsM6hHyf3aUGNW5
zF0}L=#dla`PkakS(Sl}RA`$=$CipH<`%7Od$QQr;8@%A2Vltd=GCWLxq+u&**rh*j
z_&cOK+GJGEWHixi)J+<_?8iR?Bb$%O=ube9qv)4f)G_itfJQdI`<aF?#S*d%9UCjt
zrJ}0K4Aqf^RkvxXHmxKh4c%6SbwAT|HPu#zYPrIyy^5-qGgPywBk5DAzfkoi_|z-1
zu@WM&gAr-FuHr4p1^xJ6*IAE>vS@jI@g9EYVf)+1yv-l1iN-&y@pB*Z*?+)m*iZNo
z@$pK0wE2^mv;V}m&fn+uKk=>e_qFQLP-q9QKFaVD3rqYB$p`QA@_*r5=Y=&MzpvX?
zd!GmY#o8)U!};95*bM)2y$U}f5Lyqrr~Wcc`#!wl4OYj+qmQ0^<!~N)gB?+Z_dRrz
zO=n*4V_aeIlkK%?!0PE-2|wbTJ!<i#+03D|?VdLM7F*7|^Zsjr2{kP+PFX<7<tY5W
zw6_(~o-4IIVDS?7i}hDspTEbyzs;&UHPZ}mMRF=H4Qgdt5)A{ol8AW^audhKR-6i^
zy~o?#VF7F#zjcRsRRGR>yb&gEUC-^xSKVQKl!;x|++}`BANp`g6z;uB`=E!4T__i?
zQbhF+CC%SL@T0O%sD8K~H!qL8W?I}KV_w0Td8m8lmht$zs|4hnOw)3vBdaUFahLhB
zMf}xWKnB09a*wrFUUuW3++)#!NvJQUlp|g8;Z20lo7x3SHsbjbn6mG5?*@k$6+Dzm
z&hR>KcpeY9&zic<Ezc}t-1?uu*Epif^H1-ywWSAORbo!p<L=IIAvF0eE5#c)SQEUR
zFV7s{u7HL=>t8<E!QMJu=}NZ}YSefOkn~#^fuMPn0OH?y5tl?f?YkUyz7!juHt!j0
zTSD2<nlH$QYqk~tva-sn=1BOYz5AEVbSjh6G`|4e_gtO9Py7$wuv_(t^<!x~I-mKI
zc3Oqk@LVyxvatRwY{S=rGQb|ovzq|y5&r^g$6FRy5=N-Q(lD*sJ2sLjml~n}hOBMc
zH~H*AX^&fUyadqTZ+O)qd$@odnF4npeki5%b=!|eZDQoN2QeRhT=C<<rImJ_>(4<6
zP8x8#Gh(N9=N<LqX(J2E8f|!7QIYoEGqRw~LGv0$>%xzgR_c^!3&(~0K_#VmTIDiI
z38uJNdG)f&90h)OW<yzJN89!_bO04<;#XLZk%d>Q@xfuRX(^3ARZbVL6wVDCI_^~!
z=T+W(WjW=1lkPLo60p*#xCX2<a^pjnz?n%Pr6KS(;Bn=ZE}kh?w4uVp`s3G3$6r={
ztGwc0%J(w}5#h(nxG0U-Jl@Jhsl^8IA^5Q?E!stKR@jrYMQ+L`%yWgG?qxJ!LN7=C
zxKaT!%=X4RJ!70^`O(FsFL$fSN~(LJt!Z^DDqR)jgeO*_2T$`*0+kt+u^bJ#ho>^f
z^NF|a^puZqTE&NN_f-5#tgR#yPrK=<v}2y5ymZypWCeeM(2KI*;obnWR7J`nEyi2%
zLe%RkBkIp9>Q>?45K-@}$i1p4b4p)y0UFPGGB~T8w!exJ@1$7W(mGaG4k><P%cC-$
z15(|l{i@Hseafe~*HFGKp=>Ud2Dkn8vBoaWdW^s6E4&_rpY->T@BoWi^HxK+!aHf<
z8|x|0nmu*WO-`4<ubB=%{KRna5zx7MJLL18_%r2><bro;$LlMvoglCD#!6@Axgh@?
zSP`}X1^5;I=ypDL4^Tc;ZoEp14p3Gw&~<OBbYY(L-{`ve^cC(Gzu{w>DU+4h7irg;
zDQ}q)-Hjh_t+eNrS}K>>G=96K($MqMm%3e-JP~8VOMWp#@nfIy;8sc%g+1rPS}B3-
z9ADl_+2_)(yPlQDOWvckGL5ZGv$s~tGZxP;1S!otZU56<_WxJ7-1|RrskG?HJHuZK
zQ7Y#0UTpyWtF%AcD1#Wx4=vj%3rlPahVC$80_<9UYo~1V2&U;i;xP2~3|ZjDX^Ywe
z_!5?mpxN|3^G=KEsKC!$Ep_nl?n+?V=}t;2Q*N{si5~2%Tvo2M;TMCHrk-aW=&;s5
z6tMnzfUtr}54s05yphj`Phh_4k{I8#;4aEPjMe1LLzR_mB|j6Y)OMcGD!*WuIt8R<
z-c!mb&Rtpn%@;gko@tH35X6r+(g4Jg5=x63+&xmM%#ROKT-Nka+{^WXzn}>Lf`@b-
z$^&k(8fhK+C_S88{(DV_bpE=4R0BWb={gh|o;p?RkML`5yMHAQLGYw|ANX@rJf((G
zChf0&N@f{l?2mf1s!DVgzcEZ1qSXA6w;Qh9^c?l09-{SS5n{!UJYWQjAMf+L+Xy97
z$-j^WXxCw1+C38c(u(uC&FBll=ID8@d<1>z;Tg_8hu<t%@rad5OZ-ULf>wbaqg9zq
z-RcH?&2+TN<V(gVlS_Ym5=8P(OZoE1%8E0u_KDIQOh5PpJ9^G(-PC?Y1oS$?caBv)
zE&U$+5z`{39mXl+l$mzX;8({fKQd+J(X^ctlwTNI%I8f|>iBb-XRc~XD?K+IBX~H9
z)@Sg!bCjn1-$_bMuhGZ#;B7D%$X6bJr)JwcT$*^o%<1{PM6fj-60hzGcTg99s-&};
zX(5x9^^E<-|B8Z;w?P*MYoU;r1rJ@eJtjg%Oo5Okj_M(=(br5z)1wr!)Et=090$|*
zt|>~8^6-0pdy3MgQe^tOf`xxfujuF|wI`?XfT>DzS}Vt-^RZKv2HiePL#MdTh?9}m
zhmeLB72xNBwIlY+j{XOMEBY7AKGeS|pi^md=1|(Tsmfl(=`YuOK4%_G;i)r}VSaPb
zcYH){SX@@viEIV`#>R<k*h^$OY8>Xl^OdT+`%I-yRb0Av?SBWo)g6n0w?Z;dH(^kL
zgY#uGmGPd72o=p~LkKYZOwS=+-KI453UdRan9ytnX4&xfZLUte=y3mz_xVg|<PlU3
zWVmh{Q$cOM{4?cli6an?H!Z8w;u~hcIyCQK+O1j8nU%l)kGOk*tD@Q)|G$~NHz;tl
zJY<RF?cklfk`|Jwkyk1;@)%L6p?M)wBabPC8hJtTN`4i|ypX1msgWp=sgWs?sgaqI
zx5yN!)X0or@89RUXAt#&I-Tcvo%4Tuz3RQz%vx*KTC>*7?3vk{_q4;K>Sk`%Zt!ey
z+It%0Blc#quj}k#Vm-b=NAz=lUGh$)bsh8(7uL432W_rJ?PoU2erJmDh|wVV-9PGp
zb{i|*3uiVk_OI8DxX-goURx)#UoxiMGGW8jZTHdw*!CM6w6Wcdiglib$=pQaH^-an
zs@m}GRN64=9ia`4v+GVX8haUUu9dr|8?*1oS%0;#d2gGAeXon=Jfge2>R^$pb$@nE
z_D|D|?Ow*SZ)U%nWIXMC$B0!|Gj~~SW?rO=uFqUrPKVTAE@W<)J#3CK!OMA9I^80C
z5%2cw%PGbzFJt-A?5T5&wO)oZP3EjJn#zOojiJUnuV-(XZ`{t;9+$|01)Md;r)wJm
z<@07<b)?=xqlI(K5-n-PYsTN?-K87>#x68&s#9y3R)UuSt>LtNnap2k)b)B-)-E)f
zdCijj3yooQV$!Zp<-aVu$08%yi>F+lr5bnKy7h-j{n2FWcF$!V-f34qBR9Whgobry
zyVd~kU#h`R&&KMa>#weQQ3Sog)s;R-@yv@*UjH<1HFhr&|D{~hL@bg<Vl?y|`sBiE
z#*q5q;>qKg6<(f!ZnffDkrPXer{&OMBfQQ_i#1hs6Wd5O<?wdn$EmC^N9K~(G{~P>
zNR|CdjBsP%d~=%z=3TSR*rjZ9&!Rur=Ci5UY;&b?N5%ZB#U5N>7TZ$2epgRF$FAO#
zqPzMw&rZtzD&3gjW&D(q{p51vS+6?VU)4O-)gC)nPQGDGxuvl#H*0;_6XeanS7qD^
zPAG?G$*dJdKi@vOoDU?NtJ<$Lnj1A{UDJw?l}3n>HB%aFV}wsxY1HyE7R}L-^l9C&
z<g1%>Xm6Ad=WU>Ii;W1$Ty2Cq^JeG}8j!)b^2soo*Lh<0)eN44QLW_cZW%^x!|Unn
z{%ed-!#MJal)ug4!)BgUuf3A^L3Y1o?7ZWbm#;P_KS_fe(p0mzs;=ugzow_)L@9cY
zqyOj(!%v<R!!NsZ9Y2+6#7@s<BVJsuO}$#yplN1V8>Y%l@6a`!67(ojU!F}d>c}JS
z7{eWx5<JHZd%G!><_p%B-!Uc`%O_`#+h9!cGBRG2l6Q>;M#M|ncel#DKYQIQrC!Eg
zvhUq!M0gorC&(+Cj5x<H`5Zd<HLAMex7ldvI6H-?=eMQaJ?-U`0h^6pb;~Aed#d+j
z25HQ0Z70V!8wc<B?1iiKUZrX2gK}MTeIK;lNFPjpKAS#B@~V0J7iPj9GU|Qfg5%?V
zSk=gWZVSIy<#_G+s%jChCplY<-a*Ono-+T*Nu=HLIvnn=xlL2(z>)FI4L-`=VceR%
zWSjAnmofA?sm$TJ_u_=?XFf1Oz3w<RPPgwltZy7|R;7k|eVu<=OP%M(dHQ})qgj8+
zzMN~k>17OfMt=I(h&PVKNy{BZ2f6<vBhKg&XD<9?j4muNo_@x26qeg|8ngU!<E)zT
ziCX4=%$(WVjE}uVJNay6xSuw2&VE{R-Y$H@j>?yM`9|@<z4{i$VC~r7hHE7~Z@%@{
z__^wMZ;gLl9luNCd#mFuG`?-P{E}z1wV!>;8a7?^p2;p^dP~N^O_pC}_$MToRF%MU
zQ)OUv0)7ST%TJ7k_S>ow)Y?r6mxh@o)b{*zm_A;)qMN%}PVx(6_N}b-d<#I+8ViR>
z!fxZX+ppZ&*!D>8SMR9Nsj=<h$d=!=Kh}F^rJdIhYn;7(X!fSv#uxSnI33v<-P367
z@P9Ol7(Vv7;SodQhYlS6^r&aYc8F-vvWsucnl){AbbW4k{DVWE8Q#M7<j@IE-_iAH
zE86nf1bt##$o{=XgUD+a4jMk;Im*&AwyiodNv*7-#*TYFeqj6^T}QF)3GvliZ(*Yt
zTbJyY^Nml8MJK&#Nbk>#6^Ztx-8@A-_nK+bC8l{d#M>=4m)~O9&+?q*Ou0V)gy)Cb
zhQ>WN-1dB2oQ;2Pq?_yCzTQOJ4GaE%j`R1|{;w*qa~VCt_WxrQm}zxwr51cmxhJf6
z)$(iA?c1(h@IQ$!x_)2&ZyMs+{{JSU*7HA*FR|Nyq@dL|bou5R;(s{C691$N@A;GU
ze^{`UZ`hyYkG`>h+x{fOjp?i6uiVh$)MeRWhm1~Mi376DE`Dn3f7hq~`F0X*|LqO`
z>+%`k|2n~cdA&}s|8xaj{O4W$Pq*Wl;EVnw!@56N|7Q*O=#TR^^vv%sZ%A<7ihFI%
z_C0L8<drz<3v+bV+Hbo4km-{*#P?b8jh1IDlRh`oH#uOs!}5uPX1v0(s@$<7MvWa6
z|AKAkgEsw_Xj^o|O!&tCiR`8Sn+;pr)lqU|1(qHD_j+X8znN}|)w980U0?1Q@_R<9
z!&>p5a^}CkD?Qu)|Mb9(J@W6yyZ@UT_PLtQIt~828~C55d+~-{lyXD-jl`=pxqjdL
z*@m)j*q48n{>Jquto(^LuK1()y#M6}pS+>PW3Bj@;V;AuAN#bpj~RC-o+vY0fAN?9
zuD|^A?Iha%+Z+DZ<ueKXb%Ou$dYy#-=?eJ$4|b*JAkg?vGIaiv^?%lY2mUyJL)y>9
z!VL*tu;TN6kweFgU%h_H&Oc!+_DX!bb$3tt<E^guycPe=GT2JzeS?GBnEC$5F*mIL
z&5Bzl+KStm1^kh(-mv~1D_-T(9nJjXEt4%*TYh8tk)_X_W_r_bn{9k2bHNnLRLgfP
zf3W=0vZS+_zNE9Hoi;|adM3<_AM9d!$?~t^X8dhy{gf`!>RV$*EBn3X@`QU#FItZ1
zYR21I>;H1E9M$yxJ<R1v-AsS89NXQD-({_@+e4Czjj^qABFyD;?=yYfvW~U<jAdSg
zmLDWtzcU858qmv3?Ay~c(Q>Zki`M$bdP&ZAMw`~X`<Uqt_cs06GTd4|&hnu?-DO{~
z(YVuyxMzpPxA6=$+XsEkOc9ntEZ10`vi!KOj6P$uN&KjvnSQV3am$}A8$_DxH(K#R
zEB^HZ)^;8=eb=)2LuUNE6(42A=UI*#+o<nz&yEcX8#FZT`Qc&Nw|;MQw<o5gnz`P$
z{N1wqYv%H4mKQAVTx>4iZ8_yd+Z0=)utv5Q&0g4$X0A7unfA3@Xjy2Pp6*%iXZzL+
z*t}ks(<R0eVPoGhGw!nV-C)KCTBcgYylXCBZMpMZnS9>p6t;MWxqPdoZKoOUZMng6
z;x2RfhnB~7WtW^c-tY-5=Z_@v&+&!1{z1$5FS;+{MP9EJvY?jZuiT?@%Bi1?7S*xF
zWk!oY-bd1Z2R<<!z1wu$N1n{}=l^ELdwypYzR_~~Qgi(QYyIJ3bA2OgebFLw<2T)~
zIeyDu|D`rDlOMNq{LL!PYD<*2xqi82p0~MvoVB_6RyB`WZv5V}-rnx_9<;fxG`?)K
zFs$%U!hzOy^$!Z@zc5Q{yLaoKEzp1ZHw^S&TJ?HQyy|~bow1%^BdZ?cs+#97jea#A
z?QAWk8dW(wR%P30t-r}?W>q3tP{+Hj?EcmG>#cv3V!&(80C8L~Zt*IYz$-?>npP1j
z%B9B@qqC0{l>wccx5#T(jDTyG1W3a=PG8x7#qg`jH{^FYeT5(W{9VF+GupyvsA<*v
z!tb)`H=}dotI>bnoSQ17oMef2RJ#3J*=!-9mF}XJHd~WBE8S(pUk$Hx2k}PBvA&h=
z2>gNv2XX3)mF`qEvC^H3kv#V(!tXGuBl&sw5s#fQlyaWJD12U*<8n;Jt(b+0-qS1H
zju4wI0E6)fjKF-1!%jS;NyR0Yizl!M*YTvrafi*;|CLI22rj`$+>CJ;$n&BU?2VZ?
z5eqO0OYs2ux8dW?83G}CRGmoyI1=M<F{WT1X5t|%zy`A@04Jh9e~)@ThTvh0#3nqL
zio<YB!ReTZ`>_D^$yOPbVL&^sbeheftJ>LY(HMpC7>|oF6<1&u9>PNOPN4v7gaPes
zwjLOY12GB{Fdmm<DrRC9=3^liVi{h>fW!_Qe0XLTicK&ILogl(Vk*X97LLF|d>zX$
z69d@S`521Dy1tXmc4}Uwy8<0NjST8+v!!D=?#Fbzg1K0SN0W&~1iBEYzyu7s%VyiM
zkTHOldEgm`EqFwlif1twqj-i}jGLFU3+|>z-e4DC?h1ARHd{$PJcKD|U(GJS!&ry~
z8Eg+byjhv(4hpl`a^9qd>e@<o3<kYb=}y40JjBmHV-x!hy?LRaOyloU(JsV!qagy1
zZe@e$n?pr0>_aMw@w{JBjDvSlL9UY=yXaw@h4EOhi)oZfpo9fk82T|aME^WCghw#w
z9ya(16-3(}Dug}vQXx#wCml8`AYE6RtuKb-Sd78lpYiqx79F4mFom~{3h^YC;l{)w
z_Tjxumv7jIxErJJ%5iFlKb~NpVbn=lghg0{&Az1zaTW%3qX8I>gU?sGW3luHx*jk5
zNW*aIMe<?NC8jOshmn`*5lme2D;p%Rr<^WFqmmZl8D4<%=g_s#O~tUT&E<~5XpF~6
zn2NhF3)8$@?m`@4xZD*O%Nu&J_t|Xgy<P4UwACOTCf9Vii*N&GMlk=|`I0fhW}A#<
zxB>(2x7qIF4Z(1%bu-@}!JfQcn2F=C0JC^su?z<Uy4*oM*=4*x8G)xU4jsHinSw1a
z6MJF-4#85KjQ+h6={f=-z39>geE9+gVjPZZNDHwDb2Z+`<u1mz(9xSCChvL%V;hXX
zD2&C$n1nkp1CL@J+IShY7}L?gw~LQsa3TR8-d2sp&oKp`Z%S9;S6GM_u?%bRT5UjI
zDuUstZ{fz^NlZW&remAtR2ZMYBHV<Ie)LES8j67!iM=r~j=;&5v=oh2Y#5)wLTuEU
z4dWmTh~$Wdp?Dmluto@D0YmO!!)hB^ie0f7`=jFl#sUW8OBjI>ZRug0)Yg^gP9d<K
z1(|pp3$RW*_7V0({|C9`!4N!)kr=`I%kelJQ*jGsp@Y`~i?JI9Kg2oUPSWEDj6(;n
z5vJf|%*6Sf_z{Z&0>vyS#h31;rTuNTH5iKfF$&8t9*2d~QcT8NOu2^*qCf9MItH+d
zyHinY#hcwx7|M&}3Am9rH#4wzB-_JbSc(aW1pEgw2p?dB82u3Y6le5j5Mj~7)D$=J
z9gG63`v@7a9r`~^4-Fz8ZXZn7V=P~sE5%kZG$e{c_~VQf%zc6}hCxqKE}j`mxtN$6
z%f2QMFr0mjcVWOIwB%_r;zW$WGnk~yN753Uj0LzJOR>W!@(rR(F%(Z?6h1hb9>7Us
z$cH;H4;#giZxHi8=NU5ootk1OzBG;v;#N$+GEB$F@nl5*crs#t^dHQT3`1}#Mq;<;
z+1Kcp$iBuj%*1xQid}%Cu@qOJ|D(+RqXa@8<<B!<B>GOG0BnLOcm}gH{sKLP`kN9J
zn1w;nw3xTnBXB*&Vjd>pVa&j@n1}s&-Mkdfp#Nj+`vkU|NZ>4iNQ`=s4Pz3f;1<lp
zb}zAE%)$!X&7cjAVem~SAKvsb`LGG5s7d6*HLuWOOq{_6AGg^)#t>{flYBUK7V|%z
zz&*3+Vtg8NaV{3&$T^JaCv3J=7>xSMVUhUre0B}4SU^79zL*VRDVAa#VM9+cJuwPX
zF&@`oD(WveW?`o#%>P0HC(~&eroGOFhOn=f)1_FLLCdiJTV%w`>&S=^>**0)k7ell
zHe+Zghh_}NCYg*OJpB&40^7YykKkM^(D+93q5mejGGG`r%qAnY`+$9jhjYn@!5^{@
zaR}z&RxHNT=y-|?jP0}(!*|e9jM_=h;ATw6$dAc~9rDPB%k$Y4d<@#YpTUkJ5)Y7(
zz*dY$|AS=2Sj@$_ScHuZvBBY77kt46G3-n7VJgPs7EHxr%tGJ8^bp>KW%vY!j-aP8
z23vhaMKQ5Ifph{Vj?y)_{~I!(_en<g)AR_2<M7k;490)UAj77`q<fAQU_d+<p%{v_
zzoTOKJVqX6R$v@{gsB}FyqJZ@u&^WZ{|5qPEchJ*Lh14|6oe0A6pqAroQ$cMidpy;
z7Gf@zVLk@jX|w%?q1fVk@?#9f<91BNQ<#OmXUTtOB3(qFj0I0%KqsaZhT>+7!U~MX
zCg&(X*JGBh$C%DG+dfRdV)PH^ELuWO-NP=!B<zX>-Khwc;$#fIk55b(kw{<*feI|Z
zpa{;-=jn1x!B`9{rOUBD#@^2n3?sN6Sb`2tTAMNEVGgaBfNg$Y(Bfb$W&X#aKeKBx
z2C!@AV-~xx5EF|C{79ezD==sz=kXt@0QSTfd=(RLGp6Gi%tPBxjA{%-$0)iSgK;oM
z;2w;{OPGWcE>JN{!92{l!2B;J@I4D0qdAgYqyU_N5txLrxExdP6lUQCEX0^g>^hu?
z0b`h!7>;#+CLiiwEla|Un1Sue*f2hU#W<&o`R|D1(8_{ftosWa#ugZhJun4d!7NP0
zLbP3G!x)GG&yXHNu@gq&RE)<WOvTHXg*W|5e(a4EI4F@o&{%4U;h2drSbz!We}yi`
zW|)h;u?PoY1;%2~vmDDY98)j`_h15Ez;x{K8~JfA7GpL##xegtArMU91V-R*7>fbr
zbRCYxOq_)UxExC{7yZX`^1=`d_?`KVoiGjuV+uZxnfNjmU?G;`Y4o4K{J*1u0w&NR
zjKpymhl?=<H)1B9#X`J{W%xiPUH=?^9tJ}(6QeK(<I&$m*JCrx!hTqY<1jv+bB(T#
zXZ~kt0v7Do1XzM)Sl7)4p6414L-9e3LjFjjJ06!}D!zqTcoGZI+vawcVG9hHNIne3
z!5D=TFdj27HIYC*fh@ehpO`F0U;col|3BE*{DsL-9EMStgz>l$Q}HBbVL29ISN_hW
zV-g#}5L|{)xE|y2D5jz>fA2C2Z^Ohw0=)^8;R_h>0tX}v#ZNH`4<l~~*n05SGgEN_
zX5nfq#FJQtHvVL1z+{{4W(>tf7==AC9-qZj%)~4#@NskgCvcnvW!R8E5*jdtd5xhs
z6{B!2#^Z08ik<iiqFLA*3o!}HFarY;I8b3I?!YKKj`0}CA2?0L9+-uxzKIk-;3Nww
zuqJ;HHRwf~?N$uO_85cxFabwkI_|(cJc`9whK`rGFyU|5hTuSq!~~4Pd`!i1%)(y$
z9oiy%DUm=0fp+|f++YS{G)CYSjKwpUgk_k4{rL;Nd6<V~_&R@uIA|&tApEuBaBNeD
zd^i=8Fb6Zxo4>=Hhb^!eXQ2Ny=Kl%;Ap~+T5(D`=&hgj+Q*i)hVKNqC27h|F0=Hw(
zbfy`9!8rosF&0;05+1+|JdSzTia$MFjMLHaGP8<5S{?E-^S=jyNER%|III&$7vp)%
z!{qv8#037%w|^4T6hknOzX%?Q;TVT$n2K4Lh5NA(+ccoU7>+@&a3O=?xEy0%p$oS*
zqQ)$^pTE+ci4S7|4#iR&hyF9zB^ZKJ`CIFen2vF}98>TBW@6~y$d5g-6r<38CRfWC
zg0aC2N_-XL6A3IMkc#hP7JiO}Sb}BfXv(ObMZp+~JunJmFdipjD$d6&+<=8xfMs|F
z17>rf)0~#$K#ajHn3zCd4}o+%in$okf-cwP=%38&z!3CpNz1VX#^DxB#lEfBFfPU-
zY|@%8$1@l_hv^!^7{S39i_<U(=Y=r;GYGuSf;`N`V$8dP4W}@8Fa&LF*f2K3IE=&;
zEXFLntt~Ca9$1EX81O3jF%++06!vb%G{!-gj#Jw)|8ohXv7iXEumT<Jsrg(6BSv5s
zjK#i~gaw#^XE6^iV=+$Z!04XG^ul1=juE&fl#1gnOu++~iKU4I3J8>ADTdrh%jdIi
zF$9-jBo<*j26Up!(bbuXW8hs>99v)ocEX?q949awM`H{oVFE74bli`*m{>%hh`?p6
zz?<%-fQ8Ig49DIWgTpWZXJI-X#ax`;g_h%dbSz@Fgi~?cg^@VED;3ALFctGL3y)yo
zBIbXud)a3!7=!_-v=l?JYd7{8j>UM~hv~W=b8$>}Dvmi=fn`1D^4BQmKDr#A##o$$
zNw@_w@BrqaBZ7**#{6$dz_FMXVlal>Pt9=%#-U&ep2sY_sV6nZVOWL<7$D^9O^@LO
zjKS@gfJghVVGQrfhA|F{F(3UCmvGrlAO!vUv0+?>aae*W82kVm#!xK830Q_H7_gL+
z5r*P-7=;ZUq{r|qren}U^cX&jMYt9nX$)da3?^`#Km=aESTy?6Wf*`N*aY)%I2L0(
zI+k%Eg2C8eAo;N!#$wpRR2-u)6SrUi?!Zz!g#PJF--nt1Ap|-_QFBbjcszrt_}nA3
z99Li==3^O_VZiHLq79<u*bbwxFUI5Bn2Lp%g{QF)FJKwQ{hj>FIsN{f`5#K)=wS94
zmSO_BFdc7tl&-^8ScKtNfrBvU4L+P=I8MMAOu__QjOln5^RP}dJ%?S;vBGA12Sd<1
z@iA&npb^Gn7^Y%x%)*6Oh%Fwc<~R%kR?-p-#gHe+kK-^NONO#xtiW7!KE;Ny13Ff5
zV8URWj}e$SA(o5;mSZXo8BRug9g8p*D=;5}R<qAA9B&;#i?KH*;PaS{8!#7_jAX-j
z7#$f@7=tl*6dT6A7@NWTpG6>v1*<Rv4`Uwwj>Q-{ngZTrkj2quI0z&0p0QLMCt@mg
zdzKAjJQiUZR^X2qyoSL%jtyfwjK!{)v?h@P2xPF}-tml5T!dw~6$93CB*RcF$0!V#
zz=rVwOvOo<g(X;oW1pkKZ!!Nd1e?ZFVeE);_z9-q7nqqyAozJUj2*BPlhA)1y97h<
z2u5PxiEJ46V>;R<(Nh?K#dsY3*Ry;I6~;)6!sim$MYs#ou?TbV3?>#4`0I;w752rT
zw;8<{j=nEZV+_F*9E6!T1q(0}OYso;XEJ**1e-CdBC#FD;VMkk<x|-(Mq?4iPjx4{
zD+nxRLC`y#CNUfjU<_WG&OXAfFSCnq2<G9;BsPqP(SHMj3q!CRBeD4_Y#5)w6kLy)
z*kA@5#%@@Fqi0aFpm(_vVL>?Vz!>}v6R^%qx(vfH7e`_d)}6&Z-bf2E7$;x^PQ_SU
zj!Bq@8CZ@5*l;!#$2-t}lV1N52qCZpBXK>(;UP@HlbDI+Sb$xUDFDZ!|7JeHU<h8o
zNHpe<9|JH2n_wpP#sYi^%TO@jJ?8%=0-*%H$0)olg+YeRFcmjq78brr%drA0(0499
zm&K=B49DDg^c;?!Ps=e0GjK8H;fGj^Ef!Gm_qkNVkoTGYF$5x6@B+r+YD~dG%*4xB
zfNd7ia_o)%TeynF5KP2K+=6j<08{WNW}?p`^5ZR7iVvcHHVsXs;n~dpNCHtTn1J!P
z8`JST=3?+`v>ZoZ1s=tat@H#&Vzb3;82e!gCSWG6!UC)-<ijo)w9RJggW(v9F^L4m
z5=g*}n2skf7cXED)?GpY*a(AiI0s-jK94at6BBSZrepJ^<j3c*7<Zum2lOb0;AM=&
z?P<*acmjI}q+$tX;T0^zI?EU=*Z~7_nKl@TDHw%sVmuzkR4l_RbYUTOOD8`*hyfpR
z+Qm?uh*7vK-JR%;C-6NB(lPXP1`GDaVjPW*?NnenHOFv_#3wKg<1hthU?#4?0?fiv
zw7o&gKeE~CVF>ocNF0fAIQ@-83LvnK1(|pn3$PSR(R&32?6BEdV+an$NF0H2n1m@f
z7c<d!CHe6-EX8K%zmu-VQ2Y&}u-Phl4nq?Oq!M@mv+y%4#HiKmbDWDoyEs{3IQnI<
z&+$%7z!jK*>oE_vV=>y^q~|{7bc`Wbj#21X!-laLreb0!fh+<KVj&L3GMtP7c@&7D
zcoL(~cP#~ATTI0vn1wU25cgmi2E0YZKcR&fjy*62lQ02a$MjE_|N9B#vY-@;(03gz
z#|9X*n+;$%j>Q<9jtQ88>G&4rV*cB-9E*|f;@ZM9X*s4MUk0}2Vmvl@hl*oc%=$FZ
zW_y=FF$>Dkv4?%Pfnz#`U<4k;IQ$V)@Cs&P+jrU5*au5-B?jzeA7eN+*+_*k2@~)&
zOvlxji+|fhzC;3J3HayJA`HP57>N&TrpEXWOvR0uh1;<Zi?9q`7_g6uzsIh^{uqU0
zF&^h*Dz3;PKOVtCZ1q0#zl^|L1Of`UV}YUgcZ|aE7>`pi6$>y6FJU2W*g}te#{9=%
zyo?d}*KE#$_!uVPWX!->n1}gTjNfK6{~h}oEL$l6n_vWX!&r>MBs8|s<yaRBa2S^1
z1`PU~eT(6E7-P^Uhc3svFdd^Y7vI4mJd721IfwZlbbx8`0R>=VjKOx8fKxCXKgL}A
z28-}KR-iMN{0I2}gW>oz#^7vBz#>dX$A{#{U@XE8Sb+~E5(qlP5e>s}9me1#Ou(+&
zDFBl(50_vu9ze$z9I`POYkx$~;Y%2cJ1_~G?4ajxF&5!^tiWR!RLJ}f*vW<obif$w
zi3#{KW?;}RHjLp|jE|z@OGY~e;|CalfBl$Qf@3fh4`3Gd&SR|LG%Uk27;u;df5KQh
z%=}+MAc_T<7>|v1vtbOwJdDC(+=KpK*=%292pXR<ORx#XVLMF02QU*~#RA-orC5mm
zN0`PKf(`eO{|NKHKY=(F48s(B4l^+m3-CiM#U^_x;A=iuU<hVnB=*cFKgMASZoy0}
z!UC+jkNg;p{zp0cVF;#Uii3c^ocf!+1wW|b8*FduWk^`Cy_x;@L6!3MI(t3OOS3*Q
zE!f`B_-&Bnx3>p6GdR8*vQrmT43e<k_CTo!wm0?lt#ps^VXy^!C9Rv<8zkOb>3*;l
z@zk&Gvvsd^(+uOjzj*h4*>3M%%ipI4gOOt5`EOpsO81p^q$@abeY*4QuBJ;T-IM(*
z-8O@C%fG2kcR%G__PUymBfqWlKr@})arhhA*VKNyS8X}hl**2b65nR_W=8oVQr_Gi
z*fx~H&OTD<?n9=l6*MBQ78dWtHOL@d?PIm0)^VBA%znGypsEFRJPYd8&LdSC3x{c{
zy2oW7sf@xwQqs)c!1#TT_%^pU^Lzd8mF~5gpxJTh(wr&<$)nAwQp8}H+}z&4tE(*4
z=#0UVL)1teEJxK<gSDm&jQN8lum$E0mN0emV2M^U$*z_SmNaDNZEIm~=yj8P4Tg){
zy0n$lYe{t2qY~DV#4(Rbv^xD!nXGPjRMOP99+ez*|D$qLEq_$XTQU@WjINY^qwMv3
zg1tF-6X~+hUe7y%NJ+G$^|A+g#}al$YfA#XlL%j7c{h8YPX^)gs@!=*imP%L6S-{W
zb~+d{zS6ig6?aH?#ao7gK?2WsOCo_yR_Ypt9oR2W&hK5QQZcKl>gVlXP#rNh?Hx?`
zXtZZP`$Q1lQ<Wo@$nL5-B@x+3WLX?#Wf0j?wI+|qimFI4kz^vR-=yJ=njC$sl7k7)
zXNA_qJA%kuvlo0~3D16@QqHGSa1xO<L|S)cK4lR3o9w)U#`wx9Fx;D@d@8-=@a0{*
zO)mMpx%M@Y6GZm4ClW#AtQGN&C30z#Br_AelL(h?lC(kE*@TaiXbRcA^N1YTBw_E9
zsF-kp8TN7bacs7>;T=q5!zRgpk3<oKKQzNWv4jgqbgUO8B@sEv=04VmPq>NfY)jpn
z$|<Fdc(sFYX{_|nSbb-NKSwoPQr{<*;GoSe852R%lZZ?;muC>1!SX2`S)NDafG)pP
z8m+K9YCDM6V8T=~vmAFF7r*w*sBZ>KtM-h_lY^zNI`~l;jb0DRv^H!r<u5$dGJ}}}
zTgl$`R47!=DQ%=?2k0y<!GG|hmF_Sty5I5pq}@Dwz+XK_B65w6u5{n4Yo1|lcd*~y
zar$GG?)JK1-tp@XInA#*<d88XrqaDbr}t{+zh(@6oWq75tKPpM<1pju;U$1$<H#o~
z-H$UD90!g|{f;zq`EUvANb?R2muPk5(=u7z{IsMY2a0VS?F~CVG^*0gY1HOueB!!_
z8GAj&dycJ++RQ%EUDk9RPl#VA<?k6StwJfMmh=f_>`fdaqlp@Wo{?nixa65i_du;r
z&uhx<n__?2VZYCtqP3?ADR<X%mF`8_zO^Uh80B_sGm#g2wWoGplaYh7QC?l4;G3A}
z|EP5Tt{J~RA+7Hu<8gj&$dj@5$?IEkO~!aK=J4}Gg_^O+NtvP<N4!|+ZmU}ydVNNF
z(`)t(8OOdvIy>nmos@l=aU$P6xLZqFe?!K$*X)~{xm<jix3_fzg(szcCyv<%WK(B*
z{kAcz3+8JEncA;EUtfl?%4}{B>tgHh>EM-0nKDSnJ`sOe*@<D;PIfA7<P@|X%=ZsC
zyI*qx`odF$_H;0rZqn}^5Oz3EN$bw+L4H81Z)bahR@+(O(q;sls_r;Fy<Rk%p;d_g
zE0<oGQr?9bo=P}1Q^Gpg18Wyja1>uaxL=z$?35g%;Eogcg25xYVB!r0_O9;GU<z5m
z7YC9xT{1Pgi+(Yr&s{XgTSh@g-?^3U!Mb|+HO1&@`oZdAvM45uuL<0u`(?)|`G8_t
zwOCl`-pG;GQF=qhH8ngvq75nz;DDW`QzWpN;}+s+mF~~!gsZ1-d%majnl_mAsjutw
z;qXTI`0F}_I9m}Oy<Bn#*Uq54gg2}?^2BL*`)+!;?+VGkn@KT$g_NjQR)}vHbEb*3
z3}ep3u9m(;JFZz>=^o4Z$1(nN^$sxS%9B3SSodHm+bUge&6SeVvMh{_9{i3q<ZFIg
zo$-dbQcT8BzJ4%Y_i)g+a$Ym0Z?rP@`s0kDb-6Li_Z7a?u8sayx^y99C|_9c%$23r
zXS{Z<B#|+Ei#1m^ek*e{W5hOVuAIIh<27@okc@*qu;z+?u^c0#*Jv4V4~ON7TRFzb
zc!F)i2_DL|rcLYO>sx-!w28Ql;yyH|jZZ9*93u4x>UosNagB_z*K3+Vr0Bzce(|Pz
zKacg^aw^>3&~N*8YYN>{EPnSe(uRFxO`XVVs&T{A39ZLXiM8g`i6R`i)|@)2lzWBm
zb9kmsTCpsnz>al4wx-U88w$K;>J*bPg70&9rp~TnIZsAo%_rj9RS)lLq?P*C8tIE2
z53g~#C(sJV;cE)iAu`fDzIetKwQ981<=&v_PE(VvTHspAp#Z;fwlqywloiXEA)LpH
z1DW!l$mj^Y(x}fTwNEO=Z-u>H?Fd#R@%@t3I%gf<NxysTx3_lhu5|Bnu;8}uuG>-e
zosO$>F`iP2*SMs9B&B3g%JhAe?#?=1mwYE5P>QkeGdX%Mtx5l^(tV$f#}95O?QXlL
zG|#b)(zYI`bic0Yg3n0nZuILNg_Z6Pv|dZjR98cH6o23G>PHAN?)b9OeOOz&<%~=r
zqcQfdUV%0+#vPU%HU6+1RVN&lay9O-1a`*}hb2tia#*6(Lx*KDwmN>e(%nEe{Mj`d
z)`M6;^@cNU=Un)e?CNfB*7~+1e33^haPs=}MzXoTbVQbsKIsS-i|^X&H4A9KConRN
zVa3&hmoegM=Z3QW>=Dl;wNDh`(`58qrN(<!P|Dk!RZ@xg%BCJ1eFNm6QcEsE;{d+k
zldko-czu1e9sv!xXq5#$n4X~oH*5a-&M1NnWc+>1mt|z$qnYjB%d-0z4PA~_y4PrL
z)cyYY-LTZ`4bOZd|F&b5GUsC*Y(#!P=Ba&KM<bi<mt&P~T3_AL!DhGUj*lSiCDsok
z?6~`T=@-G_BSc0;aHt(rB*_u%mY5=0uSOS1zB;-{O0eT(zP|LZ=DYuziuKaV6&CVO
z%MWeD-N>qR1HP9o_cJ~Y6iM{`6tufYCS$8Y5-iacK7LI>I?(1+w=knIl|62LvdJUd
z^LV8^mdT;0n8<X#FttlJS@l8J`0(n!bTpwR(zqwPCrrA7eb@;;U5})rVp%o)gr3kj
z7g0>g3BCsDMLk~rUf%9W*U#b$S2kU+<eG}<f#7oWz$&DWA*UE0Txj@|5gAw&3HTdT
zCer1721_WByJSEw_Hc(&m2U2F+8pnEFH?GHf1J`!at(~)Q<9@zJ|#zyk0`&9-m8Js
z>kS>`ZZL+NmgwFjN<A%;d)u4!+jF|o-SyhGzffJb40gd8)_1&i{aAB-2+NA8R5|M(
zFsRK(-^=;loRe;ooBOc26lwgj4$`KKSsBpB-rP9*olNe-mM?uLY3jH$lB4cEBS+QT
zGg6MNFPy1#r)i0W*Y}!ze)Y9ca5L_?oMS)eN81P@qpKpZL?&ot7zeftwm#_`XL>E}
z9DAiN-L?I^<oC5VczE~uO1GEp9oIG6Vb~aD)jd!~X)8)A-BYja0b`0MfoFWO-u6SK
zyRIJiZaFJm`f=d<@uy064PDUd?DaG5ce4SSF^P=(`957uO}FT*%+ZV+f8l#{TGbOb
zWPG+dV<8zGSNN4qO;_)n93!I<UoPeS=)$plM>&$IHL|?Y{fsv4;d9s5U`X{5Ft#}#
zAb+oPKdb4UIVWQxslnw6zS^e?X5NsoVRgnVGL~0z&eW=}JSQKJ(W`}g9m(h_@{)2Y
zz|~g02e_OJGF<Lkw77R~D6U3zaj`8p4BB1pN!p-KsmB8}=)t9u`~Xuse5uR*4Bh4U
z^_l{720c~1kFr`a4N0HNG%TaAOAeQNjTYupBEM5u$8kO`_iimDyyUvxFt(Y6=>CYH
zkXki(&DhgxCDQLf`|S^Ju4!c)|Iah(p;NyY-QU;c9zwYK`0?1)5u&x5&-#3=(X0~r
zfP(vU_>0SZSQmVFeZls<)kD0Pf=||Vxd&fY@WY;hb;FL<+_jg+4{<~Yy2<4((TelK
z`28ND`;Ol%qaR{7)REZ_G4rD9$oc_XJZF(*VjamJU~eE79<tXk*3^-5(zV=D$K{@>
zW!`kYx`(uzU##wC{epL0>E7Souu0TkUGDzZRjc3C_QsMd>8~=qKPT3F(zVojHM+i7
z4i8tGkwyA~0GFI^#u2rUNLhefBJ;x`x47I(HFMi*GV4)2r8;x)9Xu|t%iHVMR^}gO
zoprBjWpY?QQ~P@0c^NZ+p&BT&2T+4hSqDb{dfFe&{HE4(xp!!?3FqZ^O?I2q8%VNn
zxmyX9N0ktH0gQqmNgK#~8+W_psAq1MqiRe8DOV>pkidsArGbR0YZ^$jy1ao*Ru?yr
zG<9wR$$8k`jGKI?9;Voy4aJD!9%o!bX%)q8nct8X_I0<UU(*G;TMkw4mZ)|NURe;u
zu{NGyR}D7wx=S`Gt>hs11@W!Zky_41+7`w5h~ZE7J;L@6HIgv3cVmfGQya@<^<-m7
zQ!g}@9PDT`ak*d60(RU`k!P#>+R>hCRMI7Bx`OlKH%O0YEU2S9@yPWV?bjRtqR5!`
zH<$Yp?fvi1%VT7u0WS=qN79?={V_VKndGQro6Ax4PzxznW9LiY-*HS!2~+2_lxXxj
z*3xC(460MAH-k76bl||y%H`(44fkD2<?X-I4NF@~zUErpT1xQY^{rj*qgvZ`rPoaZ
z`+@2q7ZAz|mUp<^VH9+AzCT~x4N;sdC$fH`Zs^`pd2BHEo%2|5%)x?wrSkG%dsE}t
z4zhkQ^{nXNa^LP`MRKWpp)2@RopM$fS2|1Jqu770grWcO&Mx<}TIAl+`(*w@_JEpt
z42Zpxr?E2aQFirhvQqJtozS|1<S&xoY7LD^o+|33aF8kbE|+_qR_M!8@r&kAR}}7Y
z=jh5dKU~*zV`KGD3+==WnR{IBP1hBid9`5urj-7Hk6GT7)9nYDLcx88M7Z2j^h{BB
zeZlte=EnzZMg|3E_2Q^a-(Rh<eWj<<b$uS|!{k)7y<xwRefVoyEV`P^nB&>LCUbP=
zzA5Xq8dukkGwZJnkD!<zS^v7Gz3E5k_ZVX!mLJ)9j3K_gFY{mbed8aiJHT@_YR}S&
zXaV}otwE74_k)`5&L8CiEg<0mIZ6R7a~^QHS8B<Bzor14tYX%{Q^UKsq?N`o%*hK6
zS{*ftip1D&PwfAQ%e_oHs`C2$_65})6;J-W!GGLQ`a=tSqh0O?sK?bFFnV9@p)A%<
zVtx3v>#5@ee;@xETERjRq(<|xu%%v&5-A|kuQP|{fV+A087;m~+M9HaVMVvc_=Bz5
z4|o4`V}E^6)n7@ZI~n70-=^sv_(|qGPJbPET-HC%WUKXrb$lOvO##%!KCgPR=?^|k
zebVJVb8UT%Q=azd4$(^W9Kv^gbi~d3N$Nkrh)W*fayQhmUGGA5&9vZKsz3flFny<w
zcDdi8W>-7PzS^^8?T1*_`^vN@m{H-f@(IqNBjY6h2`1!<I4M!r$7x?Q^9y*!<^D?B
z_s9k5@+6zj8|!j+*9D_)*nH>ecExt#X2`QH_oLUfE9&ZgN@6_|`bjn)C_9xFa!TQr
z{SZ%`8iVn~Oub(aSX+y0GR|e*GnjKh?-?*I$4T-Kt^w9)&Rb>25PJ>3OcKr0F}Cc2
zd@;n{w4-0V%l(rcchB8W+3%{aID;82hbFqry90M$l-5Hj{q!X1JCtctI*IwF1;kvu
zzO!3b7ob0q@!MqnYMS=S{EM=T0y>_YVjf5wZ(X0!SZhuf-Mz(REPTb~zK^hD`$ajg
zTfXp$_zq(Sl)NIXRQ^^#U-j%OGFm<TiX@{~O<6b0-mqn@8GHjv^XFf)9qY8Ey{~&)
ze^nz;E|Q#2;x|79wWK}RD_-Ftjz0a+pVjb}@wzN#hWTKpX)4P`Q2JCY=ISR$^Rt1L
zn#KCvT55ftLV`QU_klhgDkHMrig*Wf<9YfFSwD))vrxjtGt8$oQG}bx_*jk<x6O39
z11ZmOlCF#8Y~srTPnQ&Xx`byiB<7h8iK)NWa2O&7pJJ!Ci{yz+1Z$(o5~pRHy(s;L
z^U-uU3q0LY`p4Z8-<@avGhNc9yWXuJQZ5Ug;yNRXphFI_9eeDosz$MFf)()&=)ubY
zv#drDo;AzUsJ2mr^Jlr-+=H*~vB>KEt=q_Dy{EMoXzd7EyMYCs)|Q#A^~s}@y=+P!
zwKXj!vXvBnbSuU|R);ixn!38IJU$UDE3Jye5;;o5e8}ZVy^_>k-855uXC6y9^{~V*
zbhgXQ0gX>z7sYQR*C-KkY6M9_B6tHr`ix{k_LwcBM=}O`&z5A%_2@OyQ<!%FDTmFL
z5?vH)X7<0IPyC*scL>35v!(AS*0z#Sqo_m+nXN=fdp6{)zhDwMTk=U@yhJghc)q)8
zwmBM|0X=zj-7GVd;8L^tQ3My6!FYnNYD?;SrxKh+LI1Efapn@vF{@WZFl)AykEZ<f
zvn6m0zBOCIRF+4pJ7&vdb=Pc3Q}bp^4tni0+fdYtccLgl7o9X01@&gQQ%W3*e)BZM
z8N(tT25VIk2v$&*t~F%AXnXzIT1G`xUsrhgx}H;i{KQ|po?$<h(_}qAIfMJ~B|GWP
zGOva*ROv76DZ!b<imtL!myFZR1UXnRTBbeAx?+OQiq|+6_T~E<(s(TUt?xKFs!wqv
zSTuK>OCF<m?^q)5jnmJwJgX&KMvwhnAEXj?nSGi^@QT@a#RM<WITYiqKbZ2Pr{e;>
zg9(>=Iy2B2LD)(jOOWKWo5FRm8Fpq6t~5I?k6<Z%`7YZmChX8!>lI#O#b3HBbz~?Q
zbYU{jlzoySc{ES|jN!?%GlNJC*~xmpTFEYVQ!mP}U6S+T>`na~bF67r=aSSP&tdg)
zvV@K2qlmu@9Z$L5GEJ!=E0qA*34XyTR;Id?LZ*&&S-=FbIRY<LAN^l4C$!FSJ&1>L
zG18$bV}nc5Wdf60OY&rFLP<lZYwUx(L@(1Ou(39>Qt2u?6&?{!(A~!RaPfMM{U4cP
zwy&A~O3ULE#95;HaAID~crIolSU)+%^MKtMOL&YH6{NYM$u;KMT-V&Z&0zf+-FA>S
zp)FM#D<<;kzu1_A55&bOI_=r#W|&Vdfz2Wae@VXD*KV$_*+qJmh-G~qm1H3JBoWSM
zgZkb;vkW3%{EH3dvHpU!!D2J48}!znk~y8i-_K##1QWJP_vh)yMlw_hmT5{IS*biO
zJL8!Mq?#;4pW{STOfc?MCV(FD9RoQ`NMlXm37yg%5kYXGXwW;BVC<{rQ<fyc!(NqS
zJ&$D&e(6>7@SjI`#;bbF;#~&9TVK`VRuiZG{!EdqjHkp9g5Q}XMiTtuRT=#cjx3*1
zn))dvsk<oU9~|+@sGhzi;ZsK9ABoi0M;Q7$HfLXTx!Fs+r^6_l!~yyy={}JS#6;<Y
zWm~t({7GB|)tGBuAv;<z_$KK@Awe72If)_OwQ5}_&$`=<r{;?93v7P!Txs<J^TQzn
zUZCe{$#}5$oo8Mk_@q9<s3M{#CGRXEz31_F*z}GRWhc$!Ti;r-9+%|z7npr}Sn#zj
z=zmFCPiFSLFkkvk=JVi{`7ZY*T``Vn`4UCN58`?K0ttJG{!1lXwm_1(mE+7JTuTm4
zrYd1_Q3;our*NG*VWEUgp}uhoB^v!kEHv*;Ip$vyzeKt%>F?Y#S!lhfl0hVeh>kdK
z{e_&@7Ru;Es_h`WfvoimDw9gq1Zue=RazxbW?HJ%fw^V}`a})p`X<#S%V@nbo=6Q@
zkU*X4$|faP4k~rzqS94vevw1g#MiV#n>fSuB3K^PML)i#eb&IQ)nco^_IUcMac%wW
zov|$R^jV>&&+0k#_jDS{MKby=7pvRKJl%G?F>;A^Spy?&iA1Zrm&jyw&k{*{i9zIA
zVhtkwah)qfJcGzV<kAwWzXE>N{<@u0amz$%eVg=A8p|l?7{+}`PuJY`bM=8wKV#Ic
zzU<ASw2);k_p7=;yZtO5P@1t|nH)`|B8khSTzzJl1Wv`6WfG=NUnbG$#f_$^Y_5eY
zRhq~)B}l#oV@SHbbJV~Xm@a|Suv@x>VavF5m-}PgSj6>}s=CkVIov$1J7?N7O1oKB
zg58~7)fKGzttwJX<mal0{*KR&RT2F$pR+{ty4WXz$Q2?w?0sU1oT*BdM1-H_F{f$<
zk)u|`JC8^qRUe~=1j2`C4(~YlIG*H9A`*FaMFcDIY0m&XX$|^W`n}AqD3hJjIPS!e
z@W<CB`DOa4gRFa*wgk&wrLLTNnK>|cxztJGK3djt2}`1bGM7uVx@EacM!&4()?OLw
z*()3XhUf=?ok?`=+&4T2DDP4hZGJ<1U*TQI1}m(No$$vU8#<KhDAI8xu09zV=6zA^
z_$bzwu)fK)>lrcnFiqFTv%Zw|Ew5c4>p4%ziS~A<Pbvw1Sz&c`7LjkQh<728gDdog
zd0_1T!aFGDRxkQ3>1U}wgF&}(rG(9({p(jsw3@k6CaarQN*cD@x{|-j%61(YH?;57
z>hqNTf)O7=XVA->hiBRw{;lUK^Al(FXP*R5a&1lUQ@lR2%G&!8L{<^;?ARpANhhc0
zK)vH<nKP3L=B<+TGufM)wdDHV1!TxwB_%8}wyYB0S?sfoReAD$)`NRJAN>iWBb2H`
z&#6CywA+)}M}G<Fb8C6iR3h8|MLn}v-$)M5qE$h1QSp_VXG5F}m_<!OhjUn8Z5|S}
z;0dc;?(em0_xvnVW-}x^$Wl$-Mz$$TP~|rHP4Sj`$)4EVN(*@uT1C9cZ>4BoU$~~P
z6U~0sU9Y{DG=gV>Z<<@pqXv`6<GH_I_Ot9uW~*UxPK)d$HRnLEv{dTIf_pi|4Vj}i
zSIzKL4SSp66&kjg;T?pH@->n_hfepEb7VKJtP$T7I{XrEGpMD!&7huHBcs*gHIl3z
zUnA?Scs{nOyVkso;s`3c{!qBQ`hG{*NM2=n%N(Jhgp=NKxld>(gqKN|S7}hVJo+lf
z@v-Y%?sv6&Bg>@U0!~RuqZst-rPZ5y-A&kEc9M>>?<ufXthYX#>hJ&b(`EIY`V&Ar
zsGZB|6>qzwbr_dY`ZGYM-*&m%Y6n++QXg&hd9e03>o2{nXND%uOv24&FZtPx=fIem
zDZcY)_?Ap*HIJjpo_DN|=v+bi%J_LC`TZTqpQ~qR7L~puCFy#G_N+e0YOWbBDm)pT
z54THurIQSp&#~&r2AMpc(n~i;8hY7f8;iZ#$|+40Dqag{$%uEW4vTz<AM&o%NpYS|
zy4^UtQARHyYb}{gVg|>$1(eW64r*+ibZ=|F)mNKY_6&E^HhY@s9W<6}+szWTkWKH|
zEYa%L%`zFin#<CKG-}X$lCzNZj?6L}S4@_{S)RuEIG*JyFw2_X!9>OpS=Ng^7C|H_
z%lu#yOL%scXB>Mc5nh!gVVmqtyfX<$yf68S*y!N*r9^%9eeq4@`f8aBU8ECl91mXK
z_q<!{9YuJd6^<vIWQ9`+Pc*|mS%gQvZypW23yBPRUjhemRw*O=g0;dYV7!@1FK?TM
z5=nZW=Zg%utE0j`^6EXnDApg60jbQXlP_~0MK_nX#pSN412m;fmc7Q2YfZM~yhim`
zWXn<YbhebESAmRwjg0LUGwHT#xPF@$%G;RDDUHoJ(ypH@Mz884ZR`Y2mf2FWmqC<7
zxR$J3Y;V}4?^g4qb+xMec|(1TMh_TyB+K3^>(|lXV#0Y_%}Y8T$8&u6u8IT`IYMMv
zH{DM}j&3zSHO3MyWW^LciziuGbmllSh}4#y!a%xBPAT5vwS>V@wpEViFye!`uI;}~
z@?X~5kR<N0&E<YfJ7`6jj9J3Wo+#ay&=D(^&=Die@D2?}o8gm$jmR7+Swg4vG?z76
z%KE#c<x)1+!CW*%7X`~GT~y0lv_cozG+h6V0%~!IEql6l#~*jC{=^c;c`c=x+?)n&
zrF|N+@P!<SPGhXE&#^v7PvogYPSw>5k>y16Omlx8k(3<QKmFc;?h5@8rY)>reBG#8
zaCKBU{=rqDG+w4B(A+=XqY)&_$~8ZTdB+ktkgLxGxmiHCELT=7qqaSFNd7X;jd$&^
zMrEF7RMvBrk*J>BobG97duScaj|%!yy{n_=esjQuut<LwDuVT=2|EhQWJ)@(aa`8y
zx7O6-M#d!1?V5D@DSemD{|3gkUE=#XZrvrV)HS=LuexHFj8@;<CCO^uE?KW0+$H(w
zSF)?>Ojf36vU=Y7(@&Xs=0PQ3GS_^0R;Py&$s^)9s6-Jtl4l-N;t3zOa-<TjsLGK=
z<g%5+SxCfJE-t4BYRk=UaBgYwiM8pVU!=<$Ox=>*68#2sGCsA==@Gx^Ih~Wv6q{}5
z9`mr3LHOt%^RQJwIAO1pkja?8SA19C;=R&p1-oL`UbA*l34C2)uje+9Pdwqgz19^<
zDv`~y@(oT=Sp@TCCzX;5D;WM`@}-<IyhH}9;LsQRB3DTHdLNKiUkT61_niNHVhQsb
zkmh#;l87wH_k0%g$soK*S8!CTT}<J*`7SpH8=E8U7dgL@+b!Pvtmm?me$nT$Jk5ED
zkL&xS!z!wtyicN6=|0*glhu#*Ng8^!mu;))zJ~HO82t;RT$gs0daH?!E0D0&BpzKL
z(dd^{U~O`~XOlc|WefXRn56Yc|3%(j&B1^-`&V;n3YCkLVIRETC4PM2M%rc23;Fvc
zEQ60`c?bCN0{7o)>rYo*IN)+O*TYHHFES^Co%Yi~S)V~Q8pz%ZD#s~WF{I|3o;}@C
zX(oNZci<uGQ)Hp6KfqZhVHy`9ha~Mys=efp<fy9-$x(IfAt_h49+JQ{xc!iXsl=nz
zLx*HC`sGrlr)N)E&CH`v?=P%omi{99)=<e|Ur34On)rqIuElX*NGo;17t&W{{b)7r
z3rSu}lSh2X>AeNJCF^C*bYJR6Rc;(i=TY33R`VT~<@dFeyogsH-y-KOUVT(^dG%3U
z!>f<#d%QZS=JV<#`dvP3^+E7udHaC9v9px@5hgX)(M{pf5{#Z-N#Av3>Gze4R%5=B
zWOe9QdOqQi`&W{$PWnnpuw~L$)?2IXE>~agc^;IS@6QLZ!vkjM>}$WCt#H3Y;aP?f
zAPbZ_vI+cdJ7PYpb@ab1$JR4Gn(6Xe<)*hew71qA^_@Yymr_seew$o<wZ!_~F)WGT
z?aH?q2AyQ7uIXx~&1Fr9Cy}#=U^CrxeeVi_y^cs=Ch4Qi4fM}szzsPf(JV94DNCJu
zMA9_PRI9LA+;h<6^=oSh@l|z=^3;{D63ylj;t|j3!Wm3>idnk|g3q(HhdC9;5}tF!
zx*MBBB;8YVvkZdCl$T6bT|FQhuXv8gdce(Nec2H?{SLG9!q?)vfm&UWmG96P{VA<8
zUrS$I<SU~#*!dE|F>8km{^K2@zqEDyn04&XpW8Ze%)GWLB%FUtUw;VnE+c&Kn5@s`
zGB{|CzPGn&1A8ExU@bEkL$HRt@Gf2Ml%+~-*`_p-uaze9n-XTG4ocCd-FI(fNdtLQ
zX)P}(J<Rp#tPhuMx}=$Wt#p*%l*UqT6NJg#o9xZ)MMc)PnPRz<a-m3%yPO6IUoMiI
z`FhDtxQXo5EY0N{7~Q@R-^~pFVc%H8f08-;y~F2nbN3sGW~K4gH!@k>{Eeik+22Tx
zy5}1?ihlZQww}9oN!Hx)pT}1UrR95U=T_;XIAxS#li6UDd?V}MW54*zUR_#W&ME#<
zGYiNFM#VSMH;Xh4WRxzwS!OGCS*OqlP4m=oDam5j&qVH(dIv4w9C=*755@`hxJ0Ah
zs^dI<XQ(*lUzRRgxl&6aQ4cw_g&mebFhq8~Pl<d_MF|qGEx_MrG3l;2WT?_krYS9D
zr4lAPmAkYgt&mqX@Sy8`$_-wm54yVRl6Epw36yC{Ls^;4Vf{Y2`F;D}ocuBuUmLhv
zbLek##b`~q^ZF8((4oYiIAPWNEl<sF_i~xFj!EUdlBTWiOdwcdZZn<W5v_fFXD-1*
z+JgGdB2Um$sS1KSv?UxWUgOi3wuUiF@H=f0cYg_9)>ct2!7@)_-suE?JRv#T=+j?L
z$Wi3Na;0v)f>l?{O$IIIx>DPCtMt#|kn!sYiO#V%kVe_|AZLPSrKjL@f)_l^@XjT8
zlmbb{(W!B^7RVxAA=XmbePFNAs?JGk!tVIv2^%4t-%py41!4)me$sr<>P#ZC-cxS#
z3{M)Do5zCHhY@Zm=_6=83g@x@L-IY=n^Q|Mk&7qA$Yo&lKP9blY53?<(pQ~#N=B<|
zPw88f4UA2v^dQj8C}X`|h3F559Y5vyLSkF}@vuXuT<#v%Zq#~BP>)@qtS@8zJA@r4
z*~K4n+M3Ku#~*Tqvs@15@{}QIDGwG-n;%4cGKeG-@!UepBQlAIeiCsO6PaM<aHKJi
ztQ^gQi9B)Iyp3}8@JYKTTkVcu{d6m_cPx>l)1D`H-bsY#o;Eu*gYY5}>60?=JR%v^
ziekd+S<#x;#=P~H$_h@K(=deah11gaBYFr&qt|h{`9pT=ijO>>Mb>@9?EQ_6=_+ok
z5akJ4%^l#)pO}YoGyRYqqz{svA2K@P()C<9Ti3cgjrGoC$yrL-!G?<2_zo@+ju)GE
z0K5ZUXF?Q9;KzFFoNx_kzmp5eAs^cv&RF7i$u#0dx9`kH?inna{@p)+<gVBL#cb<2
z)=$;lRdHF)@8l)4kH6E$wSnFN%b6tKnRjYK3738+(Ro~&#8c==GI{oKjbCNTF3#N}
zWWX-EV&g96Ni?r^@1ph*yxOfk#;e`xBWJYY&5T#h=*O)l-jQ$c%avzj^vCqqc3HWT
z?nq&gP1b!(8!n!aeAf7#IAhf>_*bo8V`l|v+Dg4V(nNnRVR@81_<OBd1HZ`ct!lON
zREvxG6`a(*H}`)A;bY%>o~Zid5ia}Qx?xaE<TNWhx1m?kI9BMVWS?Lnr-|rz^o}4>
zWM=n{C0u6ZNFsd6%F#5#v%=-R$;(zfDeZn&KmX;izF2nVaV{?=SaH_#Y{#j;uhvEy
z?`9MPNq5CphAO{H_fP1SB-Z~Tr^x1$L9qC&dBy0=BXX0RBBfv5bNoy*8+AnfDt@1`
z8&{pPUcp$+h(2dNnv62To}2ISgx8*v{CswGD&f!1>4!S*ToK-{b*b-NNHCXT-XlpF
z;o}se&zS=<Y__k?SywipM9!M&qX-^8XO5V7!iDF|5u-)!p?;nb6Z5Nlu!j-zpe)$K
zHi}5sqeRO0Ffc}xn2!hb$J&zR;HRwC-)oyxBBS>*MkYvmayV01^s*=Dok=jYMDkf{
zEGDz2+AHnJ==5LXxqqX<5KmBxb4C)}A>%a|NAN>)BPj$kOJsdM*}swnto1Hnk(&~A
z(Qjrd|F!(wP>HnK$D&haRU%n*$qdF3w9D*$>@=sWQ|^+zV01e#C1g>33&`3=S{AUj
zwe(Q}WfU0qpO<7-8e`APdQFrjjrZFB=2Q3<H?YrJ!?cV@=6Q4c2CU-%&kE1T3?;(X
z8q%1wO``~ZeBR~eZe8^NG)8$YE`wO4zXHdt;?Ec{p`|YKn>&-(BcJg(aV!hsbqLM+
z)$?(|yOhM6OT~9THCt0Et<>yN>8l<nmC@?{Qb|U?U1av`-&AYrWv%DJ`v-Fj7836N
zgE<Dv%&=z+2E5I$Zv5aGgFc~zpZ~!+&P5S<_6N^#&O3qd8$U?e=Nt$>Cqe5_&JKAj
z43JZw(|2({YK;P&j!b@SU3PxXz6~aruWNZ?O|Xd!JwRWF%QWz7_mkDkjh<#Uwa5Qt
zcBD@sX~z=rJgNvFGLodvX^-UoD)kR?D$Dvw!Vc2vH-D07b;D0G*)mN{|4DMxr9a70
z^x7s~2N+Ei^vt23B=8Wcc2I<xLlNpeicpJwk~DQcMWEM5W>)>txg$SGxh~o(jVa9;
z^sZi#-~9z`A8|pVzaZ1#3o=<fbV1V8BNrqG`Dpw#$v6%DrtrOtLTDj(gVE!nL>H2#
zvAm#5`7ou_kZpzbUS938y}q>X_e%V%X3IeKku!g&EylTJsBMgM)ll1H=iH&T*<Q}_
zA+{x6&ND-7YrUL@hS>IbIV<kBo$+$MJH+;jmvh+=Taw|NImEWeaQ^(HZI$6X@uY2&
z;oSG6ZHM8^e$w`>5w`kCTc+JPzo)Ip-kI<!N7&~BZ08-$wLNWbIGvvlNVI+EbRO!-
z?}$6M_q3&WvxvV7<=ocG_Nlk?&0e<eyqybr*<SW>R`#@|`#8__w7GpW&FeLs{K2Iy
zHJk@}*-C5ZlH{7sdA)6`YdU}LW&66OF8Q^lb9Wzp$lJNOk8QKBb9o=z0bgfwAKMSU
z&da@RbNrmAd)pG<@^kL*ZQJeV%;{}A;pbe_+vf7u%;|q|F70dE_7~?XeQjU;#d)!h
z?ZRK2-}JHN)zY=6YdQa4U2g*CWA*<3A7kFqRF=s)wlN0NVC;;s^tLo<jBSi1WDAM0
zCdu|5L-xd2ZadkM5VDgkTPjH^BuNsIge*h)UFW=BXME;-|Nr~(Fk_zAb*}3=`?=4(
zT}x2^<?@|MPz!VW<VK+_xqa&s)Z{!me<$<!#xzkA@@mbMd421es6Bao^O~rC44Dz?
zo0X{6hx$e*s$+pr-=9s?wNT&bChDDMeFvMU%g^d$<MR3TCaT5xd}|Wbclk8AmCyG_
zqMDN5_d}xEpI?*n`F-n}tAF$R<~3LI3;4!0SKA8sZZ=cj7x0~HrfwDR9c`wj7xZmu
zrq&hoEp4X0Ea;osOkFAH%V?^`7xG<ds+JcD_)auc`wRJYH&s6u@~v*F{w?I2-Bisk
z>`QB^78TKMb`|lRZmzy7;yc(}O)jd*hedsBTBt)seREo<i$#5MU(3HmeK(q`qs3~9
zbXIZSXD!sO;#%`eao-;;)UD#aA6lpnOK5Vqgl}g{b+Lr+gO(~S+!vV9Qq2$d$#vDS
zB?n0Zc_+g6YfH5`LN}HN5j9V>QJ<Ca9d4t}mhzoTQg=)FjwY#Dk-jZSYGb5tX_7h~
z>6@CQu0;AWTB_5fwdT#zzTcA7gfhNwlGXcVe4i$(?PYu)CaWLH_+}-m+hu&ClT~_I
z-=D42#<ITCfmZ5xS>M4{>PA`LhE{57ly6}xwI<3pv6VU)<@+Z|EsNGhcSZXiCaYh}
z|1+X}zqVF$%K5%-tu~kQ?QE^SE$927wYpZ$H>0)sy1dr^v%K$<HfmA@-{LlERR!PV
zHfmo5-`&<~OH8a}Y+^;<@wV!NioRWK1L|N!->SCi*NVQGZPl1czSOqr{YpOh{LzZa
z?cVFG-m6mRK__*zitmBwRPp`ZR?VvV-0z*#PgQ-(+Npo5`rd1&_Ez%=xmeA2rkxsF
z-FK*+I$T|oKdSqtzpN(L@cr9P9jl?q%^JQVFRS#LKKW?TcQrK$+^^}A`;_O#`u=!X
zosHEfwU%#7d$pvNZ)tn=Yb{O2$NBzjuRe(Loo=tL#%VIOwr_a{wXU{rS_k!aZB1s?
z@%`9AZLZ@x+(F%|qsfB0zVwc2S6$zu4(h+Unk=j5`@Ez2te$UkM>XzwO;)#l-k17{
zI{Lg%zDDw{U!x6v-_}>uH-6u;SJd?SnryD`yZ(wgQQvpw74=>NP1ZN?$;X9`Ht<dE
zq{cSXWJN>Y(N1blL*MpJ>Oxm<<d4}GZY_E?`<xQq@qe@D42d7<mr-8UJ->Jt{>|Pm
zsM?XONsqF(2?@I3d8=~<$AnZn(!eNGJK|l)8C)Z;pMU$01Q~w8d+y2LN>A#~*U1t2
z(ChYOaLp%6H#C1<F6}LqKlA*6KlA;N-QaCouRIz2R&c=DHjqEEtK7=^$jbAGb$H3j
z^Qy~qmz9UAeDs@@KdX-a`>IA;f6f)WFI!OKBi_<H!7+iCm@~bA)yIGGFPlV@;P9tK
zAxJ%=o@CM0HQKVJBV6m>JBBEO$zP?uE$aN_Z&6=;ZS=k7d4r<^_`le}aaDe4oAn)T
zV{72>P4ty>lHVB6Z==!2H{`x4e)D%J^Ha`@$)m_a<t)}5xq^_%y;Ho9P$`_w@A?g|
z53%Y_dD+F_-;$3Jt^-c}%VbLRB>$FN-2j&>q2?$fEkYOOYdK+AKfkY!uEMpQaM%gR
zmqBn0VuErdkl+ZpM}CXkJX0gGgXD8dLcbgJZ;(GAm$}{?g(UzTQ2q$$7c(><uObzJ
z$r*DH$pnMQ_mY<-UqXI^ya4%8^6<Y=5;e&0lXoGnNgm~sfC3WHOXm?0e#!$NS|EH9
zd3Pr0PJW&I1@biVs=vU3t(qmmb;g#^aV_fqPJUjv<X>LsNkRS`a9n8s3^gRLK)x&u
zyb*b8^54l*$OFPn9p6MrR3Tqa-i5rXf`9c31xqNX!vy)BKtKiGg=4)M*GEO++QE71
z+n(B$`Uj}5pG4EgIO>PrLO@pk#1oQ#ZKw+ck<eF9<pkeLZcE}7^6=X*6ixjF<f-J1
z$#0RLC$C6e^GReZd*BD;Oh2=t4?70UWnESWR)Zvg4m2mbpR_4+=(l-k-k4ncnZu4*
zEgb!&bbO5V3%i3>J8Q^$KX-76ki*7)UX|wuZ%~2Yl~sEFgLo6^=Zz3~Po((Y`wt2v
zihP#vP-(--!@PuoGR(}3g}f!@*`Jbg7?ICQ0sovlMz~HltStPzNS;9bLOG$|oIHg*
zemr<-^6zQq=?cb92i1{+YfO;&0dI2O(+Fr-Z5VooypeDnP~-u>AunWuAcguvN_k0z
zB!eMC5wPsFnxo`1u(y<f6(&y=uI<IOguWe~W>WvrYWUAb{U0rV0lX`D>0GcM5@C1;
zrEe_M$0Q0W-OlP@J^7apz+<7V>gR@`{R82^juNBDA3fo<FDw~+R1E2C375=+bn&~8
zPM>D$W43Ue!J*VgDy6=l{_H<N@<LsO$bWQ8IPx&7{aEs`U5)*KvYoaU1+j^6Ecr6W
zM)KJ-RGIt_@<&fV-<EihP&iKg6^^@6zY%#vYv{|La!7T5M8T>wFFj03WL*m=bYQ~7
zXJIh>MR3WmIp&d%T?TGTu!hvJ&Uu%@;IB}B9C<F*R5|iv<X>$!`rh+Jf}ab!I17nI
zW{y<p(Awx*O}w-s5@gGJ$erz&on*Sw@;hVvMn4hB)MDYf+O|9ZA49I+r=;}{uYsRb
z@>~U>zvgG?cO{QAoPWs1XT_qydBeW_5Q&?RFA^nfw6?UZqQNmipL^aU`5nl;4SKeU
zekuef=OU1aGE9G)JozJVTXN;4mub7#{s4cD`d!JV&4GOxoXoL=yv{Vk14?EjbNos{
zJ`Q(D<n<*o?I0)`h9bzjlh1h;yaM?G@<Zw1gUQd5k6@tv4VTHNa1l7@`8RT4C!W^i
zx6}MaRcgf?8_Cbrg@d?k;D3={;<)=Ud93W1>1yt^685LjPAB0JdNGoG0|J`^PYZ;%
zn+pfFo&7|<w>Y?D$Q%WW!9mgEuv4FodkNQeQcGslze+xA7#Ab9cQh*wL-SsRArz7R
zWEBlv2e*#rQoqYCaQ%#~K7OOVx|LNwX9?K<pK;18hE!b<=t!@}AyPZOj36K92e(t!
zLGrjHaA`W`2nvUTOAr0#?^EWdQniF@`?EG=wLdmo{Oh^Ye+L5FWj|zs^<Gv7m&k`U
z2k%M;u_fW4`2uiTm7~e4u_R)tzmvRSAQ%biP>?eMhThBrZWGKSS5>m|XG%eT4+p^J
zv@?|49dovm_bdlH?ME}g9~2DT55XJc{bYTnTdyiw-;kN)>B4o9jtxLx-(jPVpQvBv
zz86wb#uxu`zv23&lKOa68k@G)EgJS@rZC4C;o9E*k$&^HZDU)>mrMYUFjBc3OWxCI
z+zB#ZX*&frnz%ZsT}<#N1#`P0U|X`C$|Aw0kHO7F7fF*r9zF@&w#gpSMzn*7kG;?c
z$>1IiaCTJxmGbsJq_Y{!BO{|uSECKM9ViEr4|)&Ww(-rvbwM2~hk~-><Pq|OFvA0x
zrxJhB(9H}akkP^%NzriJ`w$#RIhbQ8`I;W!w#4U?kJ}7xGxjz46i(71#)?eRQ8HWV
zNO#@x5=u#ld_UT6M6a2jvh6N%o%0JZFsN^S*T-Mvt(Jk?)k9Kw=*M!QYBMsEycp+2
z+gX1lPrAYqkwDFnOS++UJWfCED~GL$7UXV8eL|kjrVwFL$zvTc$Y3SzUIdXxlP8}=
ziR*{h&G}VV5opIbFF_#Vp*aHN^V0n0?_B1mTudSli9(<)$X}=kJEz0JZ58biu1h?K
zC+Jf1=J;9b`$TYikCzcCRWUUU38k}`<8&n$4CcbjCJdLd*8v}B34P1s$QLaIZ$vxq
zk>^|m-j4iR;X1I%@0g4~tE3Z|<4-2o)Y;onS^`TMkA(JQtFJU~9Y6|uO>L%|N51A0
z=;NncL?mB67Q~it_G+*b!i>C2JFk(S#qbhP%_ta7LFXATWUFKj`TC2fLfdP$lh^wl
zd=TwiCcns%wN+I?a;P(wz5@318GV^{22v0<6#_dRJzWC{qAFw!sI72av{9Ad*p^UV
z>Ytws{dElJKk_rhz>ks-lFg8aVq$2}Ll{CoR%*Hy2oJ07rInQ`8q0`niL{gmwfqbN
zwmBRuT+gBF@5506I+`k62i&Y3{OH$W>0>GF)XM>V+l_xAKOAIuK-oF5Q7t%5!y;VS
zC2fE5c5IwBpgH6R*22MB_*Hr05Ku3Us8VC*C?#BHEZ2Cy`5OfyRg}yG?s?cM@=o6%
zXD`E!`h$ipG=k$I%yF{Rm3HtQ8@<$wIX)+!zYh9R0Ooj0a&A_J7y3hBN7Bt&AcnrY
z0LN%da@Ae9F6zC-!SPc@Sn3}?2s`uWAb(xhIXVyAR&fgXuI^kJ%HQT#Pl0>Jc#ix6
zt002<1?%b2Hn+O*3moJmuPj_=U|w(V&&dan_lg7`YqzN`QLyF?@+7BP=7@S8IZi4C
zF5{Xx8j;6r@teOZW(OZ6Tsuz84F|6Pt3Bj{m;u`v?mr(ug5zAdg)>1uKln#8VMx-O
zqpjts;C3OlS-7s68Z!`Rf2gZt)bBY#{v$^o^HZs3L`~~=3T*cqR4WLQCKQ}o2Hq7|
zy-pt6RsJJ~tmDivQU283@<s*%Dnh<WxGssyTmgoW>rcaL$B}G9fdv%k1(r@Qj3r@<
z`g!sb@54bN^+%G&9R{}}=WO!*UBLHKzj{MBo}@ogFGox8fa*!X%pwr<fj~_bt^*3<
z03wat9P)-@!zXYkw{@9MW-YDX=2JMfy`~L$i}v7>+#J&l4?LqLhCyKaWtkTc=|%3d
z*rIDd9&-YL#?Vj?;o9*vw(3IUUy$$X3i~C<Gss`pL$+?|wqI6^hoSEBNOA=kntSJl
zBRfrRp**EJ4BEgBkl)}sq!}IkNFL3`XZ6*K@bf(<y#(qPCZE&C*nd`)p&*fhq91t~
zIxu(1c2DHG5gvblz-$SGHin}{*}+TGUS;8?(K`As3fGNuQe|X(5%qh~PPZM#PB~>8
z;dTnbuOfkMv^U64mG@4>1Xm2ObJ*TD@g>C7lTFKRLR=B9$1`;S@#dueoKix%h6nK^
zpg4IQa(83wO{>q7ihy}=OcMP~!8@F-ZOxaK$xb^s!Ns`cuL{=%(uD<LTf$KCxQBid
zifz+-XeWtHnsx#zzm%9ZwERyb2+n5GsfNOJP3*mk97h4GPQrCS^PJxOHuWp9=4^>h
zr~Pf^Q4z_s^P#a*^clrfyNagZBpr;CuaZ;>?p)ZJLF66+<Nx|YFSN3>xa1tLE9Ga7
zy3)pVeC}!9I`ToBItx?(3-U@YBA@S(hc$<tGkTbl!*-Du$R~pbG6(MI6ik|q1cPbl
z68XO6;Ia@lM{El?Sj81@IC*#SQ-!lS{(w9;?PE}qS*ooJm^#N{JiQuCLyLs#nmyq|
z30c0I{N@zD(X>tHB<&pI?s8??sVkj8+aEF^tNvS>>;0?1eK?Tx=2*c5?&iq_@~`G2
zXLeZa*$NJloQ36h@?HC&Z^!M!!b9oHt5Y>NU)VM-#7dIhVajRqyxvuVW2(&NDXUF&
zSX!aZlDnG{*BXsJPlk6?(goG1;AP0~gn8WfN}>H<L{ArO!q0v~x{?RAf!+Nqs$Ara
z$hY?O233<$$7$1RDZcz%)++y+yhZ`=(==DIEyDD(uN5V)FI;D<Um562Pcp}P>bKx%
z=Y>}fE)>w8T++u)rpnlYRN;ooH$vON+R|3w`jJe1d`#YWAh^xsFXTgby~wt!U|AmP
zsE)HxI7Z6G1qCT-er;D(Fh6D4O@5I*!w#w|$hWkGWAk{Vq{-JF4%+kLfK<LYUL<c(
z8T!nxdQEsq6_5+-ERO<AFq#R<e1-(!<oYcfy1Ea%frcJOew=(J_sZ=U^gHdO&C6Os
zksT1|D!qXrJvVbhq6Y<?nj=ABI+!n9J6@Us$F<0JT0^|B6GncUyw-cLV|&=jj&SS^
z1(zWSmw~g%Iyh988SdR9PYBm_7B$gtOxr4mC10KkhHOCH$VZI;w*gHu_QlR_*coH2
z$^F2us1n9OJ~po56eM?o<80f!6E%Zlsvde425sB;jq=0qg4;nVvNO_klLuI;#s*gi
z#3w?*PJp|q;BKYFc0t0+W1(N2fuxhWD}kHj7eb*g(~&tU$QYnYEaWM}1DR{LVHBM0
ziv%G|uvoaR+p}Eu+E#m<`i~U!ZL7`E4f;iY^cxFzXr}>roA<#d7%l_c>mtw*6=OHD
z%j6a0Z}4>5_TLQhPtqC~6Sio3y$Z)EjlGSvWXAoTOR8!N;DX4tpGvH%*T{=?2fx6x
zTib@Z3D+6lG^D=Kv~6V!^?PyruyJjp{tdLDfGS1@r<kBIXGEA&>Mj!`76!47i}rwH
z_x!)2aGim{m$L?xL_WI_3IxNc^xI_=L=J|a5d->*yts2RS+*w}tmpM%TN5M6t2Ka~
zmb7z_yb;eaA(fA>O3|7bcW4P9S=5=Mk`_n~?s15XAb*>@5E`YD;lUj9$=wSyyUA<t
zvPTK(hxCH|%VJ0JFCRgq;AINb#|X$eUMyVKaS&I1RjI#``a?Lb*v@c~yj_0Sv2|bV
zbvW)j16<mQ*P%{u>43XPIYPyrG+=Z3C;2%JSawRR-5Z8exaP2dydhi%p6m?u)2Tmv
zg9#*%xgPw6f<4X_ZFnCT+WoKJ<o!#QK$37>RabHSQ<WxPNWPy7^uj?9WYErj-ksq$
zI8v_1q`**#o+uhS)-NX?R^D4$SGsF(8MNvMIx5x|>D&Rbk8qvy;JMJ>LH%*mZ(j|5
zY<K;Ed@!rt_Og2YVE^w$M!%sNM?)V_Fq79OqRG#a@8D%~>!5Xi7?Kyer`HRPPjD{`
z|08l8aJxNzW9by_JvRX9(s&XZL!Ll>F1Hu)ycEn#`m;4~hw?Smkx|<lD-UE%4no1q
zqP;}nx+brcg1%i`ZXgev=r@|VsQ)kduF-}+ZbGqxV932<J(Ro?$EEx<G?)B5w-2m?
zudTkbitxPw`|5238e;57KYo#d@gq${Qkpork|%JyiXeZNJSZ53P#*GGTj9DU;@<>m
zO8sA{-)KMdZOt|tECJ~=2X}H^rv<`q7D58sTlE7anvWXqH>Rzjus6YrzXN?+mF37s
za1L$AfI5=rdsJV^LgMjR-CGoNs{=z7nP3ljzaHRq$$dlMIP1xnJcvd<L7sQ2FKuiT
z*VL_;uGd>g*FPQhDwBUso<MFhQfesl^NokTt)ZplPxI8vHi19MLor7`UWL?s8-`Nm
z!cYVqzfB(h8>&u5Gjq%&&odnQwa8DByE{sMkaxuR$kmTbbXAAJu{+}T5U$(IOtu+Y
zMRUl{eB*^S42};hs)E4sGl1u1rKp=i0*05&W!5tCIL?`9<Z_{id<o}RdsjyE2-ry<
zhYZ>hA0S-ERcWtZdkiQ$a4%+p+1C(|ZG+#DSKSFi{TS%eBjI4`6mY9QnY`b8a64|E
z6RsWCnE?Ag2E)HnqhRRC1SE*1gFV7^f?VhQhUibx>EjRTALUxyo`*$AkJlyVUdtOP
zT-&+$8XR|q8MRDv@4H69MFQ8kX=1xY-c%%+%2~1olav>(U1YGk*g|bjzHSGyV4Lei
z+Bx$!TuUP|$4cSaPAlBR)IrJL=J-keqXj8@VW<{)$<g2!Ujol`OrD3QfY$MR@?Q>k
zM_&kz39I=D(lw^NhH0?(O&c#XUi$I!@{rp~d}!tD-%(8GAA^GV@&jZ@8nZdN2{#3k
zn$^xU>IZ)d{RHZ76mIrG?-_k>Pkiumf#tmKrzn-GjD^wvcw?y@9O8uQ3Qgm7wB*$s
z9m&&=_|4z#vVp%tJ5xC}90peZk#lSaC_6ZWy#vSHQji<lBDa#~EC+7S5UvQ<0j*9%
zF7;P`^if!r2D((9+Xj6*8g?dc!7~k%x-`dW6fAub2{yux`itDXJXLHw99$peH=43E
zGDkD=Rm)+gF!^Y5_X@&B&Gm$}gy$x9hC43;owEsFA!oL)Jv9N2AMw;Af({yx?>-2}
zdCA`<Kh8BnadMCR-ogf|fM&K~CryOoAz@xdV`-ohI91zW?+40bol6z>$fKOaOz0#8
zyq?!g^D%(V!gU6>eS!??uS@7-9`*ZSO%cevDEk=&y#FTi_M4uQVd(4(7?RP>98-ns
zHZa&(UWQCT4`^{8B~_66rG;z#w9(*A441ail7e}2Ah0DhhWt2p5oIZ1j{CxO&N8+k
zAX}xS--QGBy8K@9Go@jFChbH`6@A?{QhAZZ*4;~5ApBku64<e4FZr&3-<WujhVBU0
z0TmdGfNYNQya(<s%*zSa_W#J%K*eYq*1?+;bmv(dib&o^MMGy(yrd@5X51Ug6Q;r7
z4sHP3Ht-So*`mmZ6ofghkQeU<ZU@Kg(_tsa0`L&(*Cr1c<JaWz0yvd|ah#*Ap%2L2
zJK3+1yXV=F>2SQ8XBgJbAo6P5F6(9jN|smYi9ipte&-^`AtuPj#e{837lrF8isH^f
zq%kCqE6spodD-iUMA<iP)XNKMDka>ACvDZK*F+kPuCfEUvzFLo;X00RHujR#Ur+rO
z^`T#t`~kUpUSDh$>?fniJucxsBG7?PJcqWGI~y#mCU?)%Kcyk}Zb1KRILOY+@wS9_
zlkdvX2a@GILlpeWQ-CPuAi_gH@u>)C3<G+Jyen=X%DgJ{DtX!oFRhuB?1AxqW2p-5
zT^G47+2ve+CXz?Zfu9=Oh^R(hoBVux`0qmAUAVS0tQSiBcgD4m`pqy=dlj3@gq(*B
z+?GQ8Ts9Bq7M+g5wbAzM@o0bY?hx`N&Z@t{JlF|iaEBONee!sH4PSSly^L;@2(*LS
z&Thswa`*0ro8<0IOeN>T&N;4eE6{Ok;kx-$c?P9bGYJ0GcnVf=0cWdYDS7%>B>0+!
zcG1C&Ti|~3->AQ2D0m9_L+ZN|b;Sh|kREiCTOxt}LZCk4MW9Q<U7Gw#p0iulo|I=H
zayFD1s01^roN#T&y#wcU;rc?beyma^9eJpq35L>84h{_w<a1~!lFNO&)Hp>xg-h$a
z)W1hNxe}1E{>)hDA_UrgCb)cg%lKD*5$LgFKn8M_hlbh<*Ey&$2HY-9=8z|_2iYF+
zBOMH04hJjgIQL@M>B5aEYp2!XSP0x*(8WyP-ojjY3H00b^d=?AnOzw7S;81_?e~$x
zG8_Dc1T%o1!gWSEaR{;cKaf8hhzt&-o#IQOA2SR*g1j^N|G5S54GJ=3BGpG9CRj(l
zji-nm$*V4d19#1pBwY8BjU2nqFa!Ol-(alYSZHg0O6`5e1V=~LH|VtaDKBXuAMv~2
zkQqS`lvobOYq?&wy9#5;yJZ=D<*T>k?zYKZ;imVD_!JJ-z`pvE3FdO%3neeO0y$go
z5c)5X*AlL)Ch{gSV5_DJIUgj-e2!=u?JRlMkJcN<B3jM_$)BMLiqXL-@&il2?NZ`j
z@<=|+VI5apiGaHD{xWHz=J<_#GD|K(kDmId_5l*??gIxhWtn5Da9x+lTah!{8;(%_
zQYGlyHCKsMuybu0xSf9nk>_d*ZZo`bRX7slxCaMzk#>j)&i3`Lww8%5ZIs^xWJkov
z50S1nZ)RF+q;mHrc^r4jOOqE|4gD^>Un7pZ3c0%!86;e1eE%U6S3v2{py^{H6D)|y
zn)9bVf&)Gxr5ZzBH7DOc7Wy_IkNkR9a62GwCC~cQlho4R6x_q@-I+V@g{0M*A({c%
zsk#^W5Ke}665Bw&%2}3%ND*o~XAU8tGR#03&Gn74ZRSA`LO~x9=pu^m?rm%<RpdUu
zc#;Me@Ya#KOc${ZjutT^`N>}(AHf@PZHWZPXJm)}I@JG?yx}{Bm&;uEtB>JeUP&ad
zy<!6Sj<>x@?c{cdSgzh)roo2mk)bNQj@^y?72&#Mf}ilNO1i+qIN0q^`R|lZdIH?q
zE4KmmPPRbX?rHr9*Y?tRvRa%xo%%IoSkT9F=BG3{>IY*R_wjP}7bdv+x!<Vf&yEz&
zY=ncO?43nvs5^OTWdv$VawB;QP8HGAe<WPjaMpb(X^TZZfgq$ia#ouODhby)D~?E2
zL-Nk#4Y-`l9FNFTSQ5FYUttsMFUkS?wk<Z*+?&;2_Tt=|5+8|3yPkU&Nvx?Vo55E*
z=NhTx^$MdbBIx=!dGIoDTNe4Yz|NPb{D3&a(T0MjCLlp&@-5`oC-@Dq-R81zU8wH;
zNIAE{K{WfN9Vp%>|M&(n7G<pI0YL=XQ1nJPI2mLls_Zrx+Q4liYpA1etshYehAKf_
z4Ws^Q4j{I2g0{oXRqm_Vep*0tz39x~iM4INJw>3GV0j**Btq$6gmCRR-yaBc8Ux)-
z2gw{75tiJ@vIBNf|A8IkSgGp5wVg+A)W<GRK{{w50$ul;#(MiZN(WsR3sc#$LE$px
zBX`4~9h*z+guwyxps&BSs*mQvwLSOr?kjTlPT8Ehpnvi&V<(_ejTw1o7zOTb{0Q>m
z?1;9_%p-RnZ9GXH<wpi=m4<u@$60R+m$s280$o%mPx(zKy%|tn@}V=qUtx|X(olQ$
zo(Sq6Ctuwej%_2ZwHuBXIZLgsn(MaFuL2T`rlHkLFl7w5jNRr4-2+2e&zR-K%EEO9
zdMBZ3h6X`DiF^@99@~hA($25aSOZ#>8B<FrNaV(v9T#qr-*6_0R(lapo)rkxHtu(X
z>ww&y#Ff;)$#JBMT~b}4pf_()u#Us`!9lM6a4=Tk=x+IVzX7(WXOYKlg1)u$lW-kS
z4ENX<($2s8B>%egu40bEC`jCoZZ+)z3>6~pE?nzBH5WXQd<A(S22_RoGP!#jN4?Kr
z=XTc-FccAl6k{ovJJN4}o!1r!*EtC3RNwILsegd_iSNRW%|OEgaByvzceIOi^E#^`
z&j&a1`g+J`b3Cyn)#M=jsITCEeNH6kEnH{(?qb-n17GMN=pU_)xa{~7EnMq!3pJny
z)A14}=-3qru4aQ^7x{p`;Cq?DbHdGj+dVk84jxgzS^)ZaX}`o_X5c5kAuky_Qq6t}
zR#rfQs!Y&IxQ;Y38V<^k4<T<m06d+16M0HDa62AdCcm%*96yyRctq^$ZXVkYs1^++
zXo2vVynp)z@-%Yyp4S|oBWF*i`;BHw5E4`ruI;pF1pC&`X!2%q(p*5R7K6TgC;$n@
z{pW?eDs7`3uYlF1e9log+Iz@v$Rt+LA>rE5^$+04wzZ;PfamK0UX6BMC3mlsjU(^W
z*62UJ;(UvOrC6nAF58=Y2?xhU!+~u}YlZ8!apOL?ZQKW`-)=d$ZQQxPf}M-J?%K@+
z`m}ttlY(M*yawHa<GY>w4{gMbm_?2u;cecpW(~eh-fJ)%&1KHlkoV@Y;zja9!gVh`
zQ^C91T}pmJIMO{wd9|<MCq}N_=)?M%PQIH1r!Dyl<mqdnZ)>>Dao8FB6u2$0ndBUR
z1FDO0BQI4IfeviScw{_|{BI_>!6~XJdBQhvkUG(Ch#i2(k-PUu?Iu6Ztt(_qdgb>b
z(3@j9FCfyKba03K)Gy${<hf2D&@yY`IGAm-mT=uRTl2iame6)`eKkxUrOi)y9qG5C
zuX|<u8VI^kut^JqCvtznR>2kW<gL(eLjAlap|7@sN0GN9ubv$|H~BE~lZo67w2yOq
zEdpHy3;3vEWhS^lerBrQkms4>;P2qrcM(-)9Tz5_9R$bLP80HJ@!+r6$#*UV*Y-n@
zmyUOmXKVxyCqGSI&Do55^?L-=@IY3_D}?KeO~{5oUtk7~e=qf~i#lc!5;UZPxF3+<
z-1~k*{$ql6!nJ<nThLFW{zB^4i-dz1@=vLs$Q_?b<af!_19f0XiozTXPQgJsH$)(n
zyD7+5)&#L_Vjp?L9B`{2avB-1&&4gE{pZPBJcmF7iaF~-f&1Y88^U#tFZG4#nl!YG
z{6sf!JBgkp|A0%=meju~To068xSYuY9#ElY;9xeV0NZW+<nF5yW|Gg5)~gSDGW(Tq
zUB{PsgKj7ssK2QH$k|wl`%(K1enw5b?1lE0k<fhvW}_%*gC}1=QF%eI_?1a0w{?Xe
zfR1$ZfZTn+uhm&(u)|2d(JW8>!Q?^6h?E2c+bP(!0}kv$XUb17bbb|hH|l>*p28_3
zjJ&`(=*O3ZzO2*CF_L^DOE7aJJVJr{>Xn3_VJMX=ykayomi*j(l#s3KIl^_xjcW{U
z1KLjg{oKj1b{=Yd@6$fAPvG7|H~BnV$5ufeY%@C~T)XJbi&hU9(rM~9nFW2@L7({r
z`b(WfVrk*JdG9W7^dE25yut*%xK^u22V<DPeO<%`a`%3x0T<w)5Id-yrq+>Xy+1S{
z?~nQw2`>Cv-?%JA$7RV+AyU<xyfeAm?6#7-_ZFWecVFXG_@emL)6vUZJ@%o4!oMM)
zcD#4ZF77<?gyAS^o3ro8*X02(90WrZFTqYUw{{|Ee+0RHB3JS+XTucipy0|sC<)t)
zp7|Yy+~-D%kk@nO&0fNFTdDLF?6jr*CFB><!DY}k{?#TLD)%08U<cd#OpsOv3HH-a
z;mZi<n1a3?<y(_)Uz63&WZ^oX^9%gOLT}pn@Ur;Vf<Zmu;JIv&d_zNtEK<8z3%vrz
z=h>mk(NHqE`%bw}$lbfIYhQ)mHi5lxoRR~UhKN9SkLXc;18hlrNdDJv&@W8K$7o1#
z4^>ty=J<{Jow<m!b}Ie>#|Lu2j(5C&a8%H?99~9$xxZ~#Ym}QE7+<`GXil#48Vryf
zVfQJ@&6M{`Lb|T>9`h&C^?cV`D(MnZgCUQk{4J5|Vt@KAMA3_UF1fqI{0Z&ttnY;l
zl$oO*Pu*><I$ejoD6R(b)7~g@_Zh~S!gVRn8|yckwxO>hAHliQj+cLv-@|zPcyqJV
zU(5)v3#ZU=tZ?n1&d12Ool$-vcb}>+eFOULp22YPVZ8i<K&8<h5P@mYT~LDU==f(Q
z==%{ITVCdGIB*}He34w$h5mcAGlM+wW$;?$C2xvfJ!qZbFx@l=l2{Sw9QV$S1h&Vt
zCXZSQ9zjF%wIR_j!>-+t`~>-&9mv?>Y!KwX1^c@$a|6rPStkm%agvUrq1EKM8^CdC
z@_)(Q2Njy#hJ(f2<gZNq?c}R@FG3kRXq}=UhMNMpn4tJSjC8c$5F6;r<Tc+$Kz3ob
zlAQO*W!@t9HF^9**a@Nir|#rL(H#r&5(Z0eIItcDZ6hmm7Xi3;qjw^AA5%>y@4g9k
z^3l-=@{I1_HY2ylhvBNk<8%3@_u$xl6=;9*Vw_<s(!nJ1I_2QNwwb@kgL$RPR$aaO
z$at<Ww2j)vj`W7tMW7qswj3~&IiZm!{*44S2Y1Nb>oBD=U}uiqp<|$f$la&H-_u<8
z2KO<)qfF2s4FN^aP%c?E=~mzI1Ok%AWRA+hbq3rud1vz4&MEFD^7EUy&l5&NArE0_
z`Au)q5WU;LD@V5R^rpNew_92=T`GCIo(R}3`;L>Z`ZH?@KKU>FxR+<2BYy#>%#Yi~
za0-fZKc@m6e<NI%Ncku@h|C7TP3kvDKtP{UzuqJ0-&+Fx;n^X0L%1%%m}SsMn~}Eh
zH3i3`ASg%&JN`q0TilPaC0I{R(6phU-1V$Q$K%LVb=a}`XNBtwM6dH3%?Ck95SmT6
zzAn7?FcS2jp$IJyKKNTNX{c1uj`2untLO`n>i`;ELJo^F-3{{i&tT7vHxWUw_i!)l
z*k06JxVCeL_N&p(0`h$rR~}c<*EEz?3XWS@$4u}XFLIP8@0%Tt^IV1FV3zEB;id#R
zo~)&Q4pGqD<7NR$wvK#~hk|LXkh4%GSWTYzD*~!Yew=*K1#idOQi2KG#zmbgmE?n?
zO}v8Mkm>r8pUQweTZP-m-5czZa==bw?(^6ZUqQ}mBahEvay)?qcQ}Vw2NlRWk3$A+
zM%Izfo(7)GKtpoEj{B_a3*_<d_>Cs)>j97g`@Y7}G&EnhZfhYAkYEk@7v$eLRehCq
zo*aXKY*j!1BmxS06FedahSG$a<-pzHaPT%AtYCs*=Gd0R@8k=4W*bfY0wHkVwan@`
zMYztuxz|x;(pt<hmAus$E(h!u*(wUY{}c)4W<!Eobl?t%p-;haMk*ZJK>g%T^Qy0{
z`w8S7OJ(Xy`O9&Xg8dvRZKKOBFAmqO-dzf=A-}N!hHT^gkv#ATcnQR>N<0HQXXw~=
zlJU<3AjnlRGa{4ZBon+e0Nm!FQZDH83_Nqky%+faHby%)EhKjz+CL~<S5182RTQ-y
zFMec#Gnc^gGY7ZH-4`&F&5eMPQ?ds7I{EGA!R-LHgFGLnl7JmK|Dz!5t0(1C@_7)c
zd-vuW!gbZ0ng<6>80dcTaWlc6B|k;3IHJda2h`sbY~p6&&rA@J7mkzHpd@}IZ!KIq
zcITec<cnDMw#rI}Lf<{Z4;U_Q$GI>Yk=l~j#{?}_dl{o-gp7P2ayt~SeHI4YH{)I<
zKh6QnHp;2_pr7?o8>RM;FXLWcO=d7CKkeHq{{1OvAOhWJ!g`}b#s@*roe7o{LZC_1
zUm;vyD>(8CxGa6mv5orf9W(U`z;V|1Nz1r8QUs>8)`jDoTsO>Of_oF;z@9$*L7u?5
z!j?q5tRHmM6}To}-j<R*#)Xtk_ZQ_^pQ2T&av`L1A159~e(^Hm>dOpnB@g9^oUPeA
z<l*Ti-azK9@3DoE!Hgj=WXFg0!gavSIL_EMHIMuvm#8*_^~0b)n6q?V29!#^kLxJd
zk+E-&2y_))cB<$U6U2>0$=Z?iK6%I=2-NZ_Mc}yZeCXQ~u<7L2IW^ez%~zW1#kc#k
z)dMEDksXF?4r&#JgYe(r*bZ<><m<U1ZpWFG!gZ4wum}2=SQ6)`e?}g(i`UHN;6Dnw
za2v())M7BiPab4`@nE)aT{Wu~cvsV8d&RvyzD4nDN^jw(-bF@i8|yDzr#sW!OBf^D
zHtuW1ZczUFRxe%TfhewD!kK}AC6K<qb5?OzxXy4;6f$f}I)6BL{9y0{w9`bmj^o}e
z#1}z6mYgp;c)ULPmWJH7eEq=$3A|#rj)q2+gyU0h!tq)14Z^kKjsIi~^bYkmRRPD0
zByBWb1QG;sFW1&gf^eN<cZ0Dv`SJlUw1<w<Xy--~<k)tyedJGY$!ptg{!-#sx6vJJ
z5-n+Hz6i8q_c?%_I)QNaP2m4fKZGS=*Fn*d(09+#n~-}_HIo0wd%P1V*cgl)^kG0B
zlYh;vJX`k>rQzUscIbywzccx?L*NPI!^!(+pyXs&$!$d6Q&6<LmoQEm<@#DsNM*vr
zGH~R+47oSCdwu+{a9x7;R>Dqo+PO`A_c~dHvap|umvlXDlwC!j4ZT?ahIVFyr4Ps(
z9RvS?{4W}EcgY(>!GZfSzv1Lr@7tA1*-SxE4@GDj<z@0g58&92%(2hGfqUn{aPs0$
z!cJ3`#3$s9dw^RzKWnZVrThM;>CteogF94%Y3PP<T|#%?_JaiBS4cVNyRQbXKz^Oe
zn8LKvja)xbn59u}pdfM#9K6N^SA=WF&HN~dCpl>cm51YEyh2ie`YGhUOhJxq<8Dxa
z86z)i_wd$Hu!*O(7ig$o3=-U24ny`Fd=t5QFKC^L&_C`>nghxE4T7Dqw7;h!7wy+>
zBWHGKf5-%PxoEfJMTtsqkgF36*@34Mx%)`h9P&hG3(Z#<c6tZ69I%sPJO%EY@TG8F
z1@32mE>quqtI`uy;2`TMs(i_c+}`*Y7|o&>Oo7{N){?Iph#cGA@eR5A8m8Oi?pyHU
zt0ExhG1Gt=ML~lP;lP%}F5x=I!KF|&w(fr*|FS5!ZCt);(BJqG`1{OQS>bvpU&ux(
zi%@fPGF;vp+td%ou@r<=M}qzN!EN_@lYBAu)G{BP*h21pWg=&d|L=gJh3kM$-jhIe
z|Fe!KQ{cYj;v4d2`4CWB23or&47vA=Pb9xx3Hn8;e^j_G(N)*|hWsks*et%X$HLIh
zyOE$B6Vw%Ms^D8MeTqB-7SCz580AmYLOS;gM<d9??xQMfz#o#k7qu^vKYbVa<!HZ5
z9PD=sn7AHa?-?Wl9oXQvkYE-QOk#pcob_yD{ek-KtN*T3KYOa*SU5^M5w+ns>#!ho
z)tQ2jeJH7+Oz<;#*ewKP9apY{K-c-e?UlDg;kpgPTm+AyogU=%{s6aU3ClHaDhWcy
z_>HP{aD@rncZ}t#3kUaDq}Gt1yj=-z=~P*>=EF3c`4rs)k?WF;DCJ!hc@_7P;@WyR
z%Q()nj9><SK)BA(s@7h@d$O#!`WXty`aSkM<Xz&y?X`!(e)wzG5E&j31cOzDYkTg?
zh!&B%ueaVMT(8mB<2IWBZo3p)-!s9iI5@Va#-a7$;CfE*O3X+da`*KeBguoaLqDAQ
z$H|ZQz>#5TDq#)aAm$NrCIw`U+T{E$S>|WSmI&7+pT62}^kxJ>|1kC4*UrD$5c+4g
z!@gZ9&KGW$6$4oXFehJT*8*{nyC5Q64Erj!5e${t2hB%x+><<c7#!G1b1eDI)8I9!
zzfHKd-$&Lz-r(uM<pZB&IY(8h)eF#Y_wGL=&(|K2)n;TD$ldq3M8(5SnM;VkP7O`T
zze+VZc~*TuLt`npvB9g7F0Iqu5(|A12FKP%0Jf1dCwHGIn<-qkw(tz-V`;6_2h^YQ
z0D;-1-Xrp-+Zg>0na@mhZw$vPSHO_nUf4wL-rVx^OVD3WeLJ)du>5x~Zic+F_CCxN
zV*Z~<K(ZXz2U7Ob`g!tWOQ4^R`YGfi7J%DcJd6Bko_E;|^k0SRwmY^k@*S|l(^E|#
z=v^LyW^@ov-tUOt5IZi`5w6>i`;1yD^^3j>eY=#MLw)D&+*axe1!0`5Z4PQB!h!on
z!llA>4%UAM2X>Y49rce-^mfdYmJ|0kGGbRL?VG}0HJ(`7jQ>dP=ad?5vMF~tHG`iy
zKf}%j^0LBp##hfniI*TBLe5QA@3mR-CIk1`tA5RqIEJmlR^uvicR%#BaGlwWUm=L;
zbe5w9?A$JnAi9%xB<B`Vxy+rGkrcQc{UrItonG8*DK&RP;iHytG;kdpMbpur<nF_x
z`I4aTKBL)<+?_^;lOMt@S^;Ipt}jKPbMAf<;4=A+Vki+in3ik>$L`w>=aHYBfDFjC
zfH|H^hW-eSe6S<4K|2wcJ*0a`U{5p#2-gA4<Z9Ng1?SUHEYEywd-#dGBNq;K^Xv|}
z`v7vW)?(lL%?mCP=00b7NJP5HB~0+b=13()R6}TXOj*_j@>OYmlea|kQ>ioL?Qf#2
z638pHg}%Jh*AUwkx{{yRm^JGYEH7#Jv+_75j$;(Ox5qo91JmC((MMf~)vR`K)MX5~
zT`q1BuFG=NL%-3q%hc1<|31qUEf4Cw3_DFm!;T&G-x03u<XCMoC|@69?S4VQnQxHu
z7zT8S{6aGL${+~t(*a*Yn%Qk?wTEN(8G-5KS+7OO*tk~&I-;SU!oe$a{D=v<_V%LZ
zNl8V|_Z!J(27Idn9IfPDuAFe2Beo;B`)qRu;o8rX0q|3h`h%&TjQ*qslJ6#O)Yg<>
zhs+#4^9md!<wDWg>j+JRYX|PPH~LYZuaHxzbg+W_;BK$Ve92&*83@ca`-+|5$9-PU
zBX{4=dRw^mA9~hrJoKQSqMcz!?<MQQw%xkqEhhRk_I{o(!*7B!Y0afldVeHtp;hHL
zBV0SXv(Rt;uFP7wPkysHGGkW>dAlHp30J`F1-sJZXPO)P0Tp7*DfJ2k3B0MxPIB*(
zujC2iM(Y1X{-`<vUB!T6y27!0Z${y6;5~z&k2SK4W=$z@-_tu^xX!WrWuu+c=cD17
z#e0=J?g4Uadu-KL;W%qYP^z2edduw2JBY~Ucmor-=jJ!bSL}tpt?yU6!-0FJ(k9_L
z1Mc^KzM_7yJN2_(YiQX6hTM1A1<2iRIjtZc*w0H?B<Eit+~c!bXAwPNuh|AKUE~2D
z&(CZ|k5leG?R=5keKA{?*I@4qZ`!w~IqAZ6M%Rx*$&X<Z$=wS)_<O%50rhndB(+4K
zFE5>RPW)O3*Rx3bZ7AW&P*;nE>j`h~9dJA0ZKZw`7iPA~Zwc1{WxaRQ+r2nAB5X-x
z1lgDEHSu-m?w;#qES5s56bE?$?n|x^xsJ)*6yL{mci-|OO6Kib>i6Vii-_f;KE2_`
zeY&MO`AUpNkDp-ZL4o^)i&Wt{AorQAUF46F;nHp=mhJ<6cMB?2xGtm{OOOFHXX%hD
zm|zd*UfW#$B;Qd64yLen-cNypMHf(VcD&m~zC0NE*3K>RoA1DJ5!S@ZQYEHCuB5;&
z5<U=tjx^UEBzTFA59tKL+i*LvCHWcZyI%;qLw&cSzSs|T)?ecuw(US8MW7v@8it&O
zGSZDqaPKqZ%;xx!HS`<w?aWfRKOFqG3;MMfsGmF<Q=XDD5pUVj;MRe385;Cq4Hp;y
z0|!dLz-KhjhTQ#XQ-AX4hp-bt{axfIXTXl#ImsYTK_Jg6Tf|8N;W%odH))yljuBU2
z@M#)cDso*y+t7OD|2V#8x;ok5$PN`x4uU=R@w>|8`$zhX0h{q2!gbFdfRoUGvS*>G
zOyFLR*i7!eSpQ#g_f=B;-atSHc}>0@Gq9U{-_yvzV#B3(lo*Tz|5Im1^cK0h16=h@
z=uhQ}*ye0I`Tu!9X$bUl?Sx}Hq33!_xSp=ujg1#YpsV2OX}<}iayIizy)N7o-2)i1
zCvu~;A<=j5OaFnq%QMiw2{WqjQ0V7N<Yh-&$1jUOJ08mQ&jcnIL%yj8+KOGmETN(B
zPH^xf1AXyrIB;*8Oe2rNnqEm8lJb{hGX?Gw*ME{PWzoTnQeB53Q1_AX!Q@HB5U4Hc
zuY~IoYQ;8TtE|lMoG?_VueW2R^al5R@u!DFJ~KBAHsl=g%m^5C-+t4P+}-J2M}F!C
z>~v$v{zYCdkICAznGY5>7zqdEws^xn2#)FIK2G%HD9E$VM49BF!31*mx!`5w?qj&6
z0<hz6;)Se|w_To@>cz?Lu*flfWAQcGy+^$UE4(z32P$$;$ex?;N`;+dt|aU!@@3(=
zNmW{ljN7-96dw)!Df1D(t&um$-P6Y}$V*^K3S{n){X;<^-hXCGHYyDcI&Oi32xerk
za2=5QH1Bxo&l!)5Tm8f2#d(h;vLVg3=@>Y0-%>fAJh(I*+mg8Y|Dzu{76Ij~3e)p~
z5NRE9_x+?Zg_~g`xfvYTUYGYB1hkMNw7vUa2>HPKaA0Tc{p72c!49NKohNs{8Jm9`
z0!>)xN4H(WBCSM0%wU+X=Y>tk-Mc(z3)j6dh$kR+Rd9y95bth?pnWwS`YRr97-QII
zMuGm6i9Sv<!9sHPnT!4tU?^j(-)LILp9nW?;x%O8McO$<?!Nl<?gVf3N5RDd?q_-z
zPK5mppCKN*D)@msj5h!tru}A<pr6tW`gWBvM!1eA=Ly7PR~?JU`FLkQJ)oftG<0bw
z4B6gvmb~U3a61>4m<-3)apIb}DrrJK;4SEv%?1ZE$g_U6S1MsQ1@4#it_asTh^m4d
z3}K)_Q{Z^#_^g4B60Y@g?0~-Ab6iRN+AJY^{%}j{>$!96b|h#^2W8%cgH4=b><L64
z@@uSu2<q=7cfVcLYAWn>;f|}-UnyJ%+NK9rmaovzArY7}8fOddJPp-L^BYZD$4|Wn
z2dn==2JA4=P`GyBK4JSh_5bHx+2{nbC}_q#W;>Z@n+6A0IYV@1p!LXewm=owHTDAX
z9Ie3ZF!9861T<$SGH@{)3?)pDMUIa<mlL{40^PkEW2nv?si%;~l=d>#$rR&$Fyw`F
zq}%w9*WhEBV$S78AYB-E=nTl+7r-|Zu1jpnO$1nx0S=^o@zt<no5B(DBcb57v*eix
z`*E8M?~wV#Z5##e{ktQ`zvRYxL=Ym~Ozw_v_l4^~j}7q>)=LI297WZyV!&_BLI4lf
zBd{c9{0zB!lf@%)_v71jXT#6`Ji%)$wIm-GYy1Y3J?nm51iHqu-ZiS!D)Pwe2q-TD
zdPqZ!+4<~D6Xn5i*fhV<tjvrx7q0DZ2!|asEor`snII(+B{7EyzGQ;fPm#b@T@g{x
zhTL}o4kCA_vT5WC`oYdXX5cH$_3&|f2L!eabe;<bFRle|!USuD>#A!JjX-Tl9HYMb
zEXhCQ?swVq&4c~Mau=)VzINUADh1us;MlIKHVW5{BZJ{s26S`$O8q{yp>KO@<a{{D
z<BSHA$p7b24-6k)ia<N~exBbLwwJaZGJ*Tr^sohR;J)%_1o?Y>MzuNOR2RwJ$9(=<
zAS+7k*xvy;I~s%(kqhCVJ!ks}8hTT>)?dmhI7mK=JU#$BiY2t2cJ}i$O-?q<ah*Ii
za2E-zgX)Xm_`|=!ZIMnPcW;>aihLMXp0-V7TMRoXx3b!KLAcI<{fJk<I_}B@?tt{6
za6P5uanASlQQuv8KA?k1kNhU5_ELTMB?!oQ&s{(zQ{cXZA)Va4N8k(cFy1m~yX95#
z42+zrGD=!icpr}4my+}po=188HV20#^kiu_WSS2}rb}s2VU%8f@}Fqy%76xj*xD(+
z6h2n{=bhLrgR1-Tn~-IYyYJGSM(*Avu$jEeD)_NWrl94pbB3#HTifl(^IkCVcE~(~
z>q>!p3&~`1_vKz^$-8i`>;-1L+zL3}RoOeUMIO_4za_j=<hsD3&!WKWLgF0Lxlbr&
zUkUw6g}kJ#a>h4ynU^NNtNc|58MY%*{}15Tz3{h~Jf*yMVQX-F(5`p9=xt(WLbTUj
z|E@E^n<T#j+gP!En2*4R@Ef)gaW*4gAzY8?Zxzd0v44}hpDh@?8v5=RWe<{H9^==R
zA3rgf=OZL=KW!0BUWRK?yKq`1To>q?-NsPn`(Lk7pWi3XTprY21O2R@C6Ljzg$Q)c
z4)s9Js_D4om`mR70ZPJ7K9|Vdhto=|g@fJ){U&|uZ046r5U%aJFG%RFd36!&7?HI~
zSJKdc5im3tcGPC_tHZtCJEZDnwnw_Rx!bXJ9UM*K>4Lo!dW-z2Kaml;p74JR{Y0Ju
zze_(W$P*ZsEs%f6`OT2WcYPOK4@2(#81Im~uW?&Uz73sG*&VX&<TrVTZxxo{eezf~
z0Sqd#oaw&-MgC|LN~$6g%oDDQyaFG}u%pmv^1-9M6Fa2@-CJW?Y(%;SJZHCUtq-~T
zc9}k(K;L~e;Ue-jol!$}wvOI}c!PVInh2<VEb_)8&;hUFP1V-%1oB1`kiiJ*pCJFA
zCnt?0-)783>oefEIQ44?*Y<OH;3yDj`~xU(yYDUX0$h37bMWe0kb`S?5Kyfkco-sF
zJ4m~MHfGPC){?vT)Bh&CWHFgFm2+w7KP}Mwt~c*fsiK=)7uYI%b1NLVPt_IPhQLNO
zK>+316sic<fnCIPR~a&JOeBvTg^avJzK5JI>I`Jw*!$Xc7;-;+I8?YEhulwmy-%Jv
z9S-)=!C~@4;}NJm=l+HEv#v$;>Td@e9G!s#HV5T|>zswApib>B>R|FVS?XG;BeZj@
zJM4^SKo_asxee?LB5$=*?CaHc{6PqYQgBEMguCBPzf8`H8JX8I{JU7C&N+8G;o6S#
zm2wrJekEzdG1_M#I$pvAzp$6sIcvzLFjOYdySYc^x{e#XxV_SL+!y0*-3>kWvr(tW
z-FG(U-UEI2wc7Q`-A^R+6t0^B_qCtRd|TokCdl`Xm$6sw!FI1nT-^&t?$;!q+6O*q
z0cyZ@=gQ=Yi-E2zprOKb0QGoD!fyS|rhb>h#!f)RF~J53))j<<o8))M-4D7J+>e01
z;Jt&k&GjX}&O3vv(9WmiZMMTcmZH+AA5!4HkR|prIOxe|+U=wpPwu`)e**cB|DaLZ
zVd5aU`;giL;i38-Z1-I`RSv-Mxax@1=Bx>M9X?KH9V{cCGR6z}OsdrVdeMl3u=i?T
z*t1i>e)0i)&w|I2%6ka<VKLAjP2P^Y3>WQouAENZy^qlkD0>^{2@38w176f&w2kfq
zQBw9&W_{th7j9%58&1dT$fG&+*qZp3b}|<GjpiNm(`$AhI3j4tyWXG!((wxNhDp29
zcz6W9-8)G0eh%OIMMV0rKH3Y{lR&C7ISi)0`;pld!gagn^<ue}pUv1)XP98e7{38_
zT6*Rv9J}B7jUjhG9n_E9-MO7BTsxl778y8Xym*Ta21f+WOhrxFOr4~StOLAKx5&G&
z(Cq12=`Rpt+CJE^+texK?!(5<eyL-5O67UZ<kfrrP;lPBqf$uR+XSZ6dq(O1o}Pa!
zT(^SotH_8w4ZlP_y9?};r=3^7LdFZ#fPTLq2!@lN3N<{S7IJaAUIf}f=m8kAC!bfy
zzrPGawtrPU2K@p7=-UOzaPs5#v+A!UHxJ}UEU_jY8EJBT4MX4mh6II~gDS#x8#~UW
zlAUB)3fEOSm>U?j!@WT}?&o<wA#ca6Y@30<HP_Rp`_y@*;|OTPQsgXx0Sy(d9rrGb
zKyABOLVfqeOJ~WmzRyfv(fbWEFo3r?*$X}OM4+qS(+63LZWejb@(9T834KA{^PlnQ
NM}oJeAMr(<_<wCvZT|oO

delta 121831
zcmZ@>2YgP~`_H)%VkBZ@h?PieBK9Uih*i;w+M*OSDpqZ8h#-w<xZ<c8s;!#QAfzNQ
z>b1rA)vi$LjTq@LOY(o7=bSs<#J`_Uz3;QX&vVv2=id7!ZNGQge(!{=QpqnI9q_;8
z7b|XNlzXcX;r}*ReyZEq&5FGbp9n8AY5B>Wxp(?b>sj1qTX>seDQlEgrImU)>SdR%
z-f@;7(*KeEb#Rzj!oi`2gNwt@lhr1!>7bSJw`-(t$-I-n4x!egQ72Qz2bN_@X{$Q7
zaVMpgRn2I82dRxsS}V1!>WwB}ma1z7)mW?TyY6b=rVBk{2RJx{#>YgyEhtFG7$}<Y
zLd|LFqnsb4mTuOl#I`sGhxGbZwNtaG>cP_ZeM1JC$H34H3`1joLo?T6YIZYEWz#G5
zO|x3%*jq630goAO@Q<xRH#M+%MVD^m-~y`u8mjhfK2EvyQa#eVR+IK`?9}^ob#Uku
zdjbN4VSxB}jFZ;Oux6pEdy5_AB3=`GhyM_T)n*M*FSR(YEPSOVwXCar`bs_9@@tQ?
zFC83m9YbS}gEvjFVHb6LtFhg+d~)k*`9!|g^LbYQzT;xTfRo-=CVos;j4~9j6ga3=
zTDRyqNGeSbN^vn`K_~WPXzVrHwJOXZeYlkO(w!t5PKIK%_!#7*kFu&8S_fD(fB)1W
zbY_3U(4U6>ijaeKrs3~FKKaW+PJAK?(#Od77oiV=ayE(LQ6p_GiKtzgcR^`l_ItHQ
zo9;S>`b9CUu57|kTE~!wZbgr%A}~1Q69yEdFOnEa2n=o{ibsvKH3o)>oe6_mzFNL*
z|MFTL`q#!fSZ!S@sI%L4(aY^X>|=2;6Ci*n_jqqpxwC6&jT?l~1hl{2Q4NrT<u2JS
zpq>_HiO@Iu`@51U)iJfy5$!7UoQWP}_s~o`6gB+`O|_P<rb7ucpfq}?X0-Ecd#g1e
zibO$tVgv$9lEq>{B#I(YJZhwgVN4A+rjuH(eKnuuok%HJC?%oN7NeqdJE?uzFVmaz
z4}aOEjGBGqWy<lmkV7xYLw}-XS7AsO&UkH6M^5NS%Xqf#C=(n7Nl$U;DLy8PuqL8J
z3R<=zK{g5EQEtxk_m1k?4%K{|L^<3Fuu}03@R9btk!ey#^?HY|^-eRyPjs3dWz}gN
zgG<x~#f)uM^+?C>m4jAwRL~6NxK+IqR7=_2T6O9)R5=68PPLTUt<`0n1}Rsqs;!fs
z@<S`tCAgpe1KA#(A7kY3q|o@@2~dy$)Z?iw0$Qmt!F`p#t?Kn)ALUTXl()ey#VprL
zLRPUy>b%4}_xs>STnv8bLwEy>B{87}krGX)yZ@qMgb~MT>v$id#zaUmP>_+5^c7^3
zB+Cmj0ZDHdGme5zlHz~wk*{PmsarKmCNR^TPl<Km-UF0`WaB`4_>i=+q|pz;C|i<T
zka?0^DoBS{U<0<Z1nDNpaf0-b<X}MtB548bUO-!8T7fHAEF5y$yF%u&MB3OI31b>c
z6h~TOm|t))^|a1H4iyTbAXLJBc~nB=z%UmX=KWDn5R+MU6|M&;uprz9z+7~z?4lzs
zMI%3kAzUbOI7Zgy-!nokszzade_qtf)}mg@qL*G4S@}hpo0u>ofkgBKs~{%OM=CZp
zB_LF-wu#Wbh(FSa^drzie0X+xxU{h~Cw?UH<58S8l0+A%{)d{OI8lgWlBr24lhvZ%
zkO0b5LXhMh$k(D7qqJy|GTIywEkQ&>aaxj$hK)_ZVv?kl1qLx`#?laaBy5v~Eh?q$
zF>K2T+e{%vrL<Fq^q;1bhLFZ!zn1e#mH<iuK+s8$6eHGRwKWkm2E)$aCrAOxYO5&7
zC@FOkWEMey62F#7FBQ<Ti64*Rv^uA;%TZbb1vDX*gP1DZ!Xo^U1cLvVjZGIr?txq*
z$UH6DU~*}-RTj}4UZZwAiqj?=(VjG+LI`P$81)qGv~WiP@ZJW<&Jc~<16^N;-N-BC
zHb+L=P3U8ML^KqqMH$g7P1N{al`Y-^QjkyzM5V)qQWt_06DFjnly<?8))LYPl7?qP
zN~9=icT_}=6sD+?_Pb%4+nBm`l*O<mO<}uO*d_?uD75|CuuUf0L?MldGCEBBU1|jq
zKwa{GClbxEgFF|c2xGNn6KRPd^dP<@#9>nVm>`2BnIgzQNp2OSk0cWX=_bj=f=ogZ
z$8)hWViGGU>Xl6Vcoe5uN|KCv+s#0#Nv1S|a+0Pf$#h|xC2Ud0eEqkHOcRAP#sT}C
zSpMe<C?tR+pWdO8PzWG@zhfa<#If2g3Na$Xie(BiTLMb=k$H3$jh82|pg66bkw!(4
zhQk|lO}&B?MH+jAsT&F79o|6vv}T6wjYc#CggC~{$m4*3LIOZmTaXk3NH0N(I96Lp
zK@x6|zP(*gkW;2OcrLU${ZfHh3NI41O5pS^XNPqav=!b50gICE%%NsNPI^~akx+=J
zEl)z#YFh+hadw|5X7@l@4}Eqoz+5e`oQYbXT%X<nbyfhCLP*WC`!4W{t00<zUNu3I
zdmzgSGE9r6&F(9yvM~`N7>a3jx5$}pBt?sflxEQPNK-UgzOaoFwy0yC-RlU`1R+Hw
z^Xy(qq#>l{+5OQiOv4gG5&%Ac=oktDWOqSgFwC-zAO$Fx@&p+srBwu(L=a4~`z8S`
znfUQ2P75<STVz8A2Ma8qLL3ujOeDR9KN3Lj^qW+1au4JlL1t>vwAsChh?XUyq1ZgT
zJ3=%FCZsV5G8kS*Wea~K0kW^jJ&?hI%+{i5v-_{)FD6e!L$P^wU)_K@sl!`DE(Reg
ziuP<Qfa3PN3A8jSnJ4|h!q$gu#U|b~>9<$Ue_W;dbrC&C=meq%)9kLO&Yx7VY!EsT
zLMIG$OtZMPKGj1=V<L^>Z@od)CIRH{E=V-Tj!;~X6d1@?*GU-xpwuQvA0)A~Hw5h_
z#b*TRAjw|@NhJj3or0uF1Gzzvk*JKbxHkLwi1I`cKOV*A+3&A<RQQCq1s1LHq$w)D
zOxPv~TTrr_{SJ_AqL9Y;7_*-$ppXEN6%!<yW703KA;K6D#%lXhkdYmv_?n=TDJJBx
zNX}V<r~zU!i64*Rv}MNNsIS%wuVOhVbh3p`7V4}wbn@y_6AEcepn><i2uT6}*g=qJ
zj(8ghk^%$iBS^vrWH}&nYo%|3Fd3GhVxt^v*}uU|n->rSQ?=DL71}?e0RFSh`X8m8
zN7#C2o41oM>ku#@ipetiR&x=H1mNrk@C=os114-@?VzKsXhb*5e<+Vfx%s5yt#I!~
z(ipL|q6@Wa!XF91eW=MjkgWyjLuRIiI80@X2^7IloVH&S*$Fd_S5Nh?VyPn_g$bn~
zR5G3ad@K+NX-wWrEHoi%Bw~^Pd?ksRp*gx<AxMf0<U&CbKp>|QDRz~XF+fDqHjc$@
zz&&5##nh(^u9a}22&a3kkC$DUxhS)2%&Na|i`Wj-X^S}R1B<Y&wA`qnme?YG0^0gv
z#3_<n@Z2(jU{hW<?$Izqj=o2n4iI4xPQ*Q;P_^3jUKNY*zqkk&TK*>$jeHXhzw|9)
zA0dY=Virs$6m}$rE##(dQ8%m5jdq$+Qg@Rr8>K3N$5}Zh(nx8^73^#=QOJQ^ogql6
zM(b2ef{>tse#&&ipX!iAqIlFWpS^UfMbc!FhG#)nCPgt9-K<T*Oks*T=Ch|_WSS_X
zG07HeaZ!VN0w+nJy+0Nt#Q?IiAVnOjt(hPZ7<P`Df{c=+hae**S%OHaOV~R--sH>h
z6|R#akQJY3l5D7s8IZo4p&yL;@i9I^-6Z(3DkYqS(c;6i(zQ#Y2BJ#Y#E(a@dE@(@
zDy$A2<T-SWP;?;A@p-72Zp?<qL{kKcxFUQ!>56*i2zijOMzyr#hV>%#(xB>=9YQBc
z=tQE<DMP2LkR}KzDy2O)q;*J|D5T~qEhkYB5<nY#b&2XjF@PK+NQ^~G<^VwxOb~Y$
zWFU%xY$HeqN!Ax6mI9?!1WA<y(nXL|a3J%uD6o&TeJ)5hNoE6S!I3NJOF|qb$zy^{
zLNdO0mU*_nSOeQNQHad5y{m{%0*G%R7t~#n$tw-%oQs4i6FCjxV$hJdR~G$+LdK(l
zd2Ai7p{^ZL+48AqlRTl6jY_6-%>@FQkeXMDVImz80JMt&1e#+VGX<F?$-O3sAl)L!
zWR$iAS{1azdrSoSwYI=}_z`|L;>V*nt=L)pY~zuyI%#NS%R-?PD3p9q$#ep})0avs
zq~>)cR>UL$KzMrrW5=L5;?ET%MF#S=APFFl=ZO^SN{gd{$U?LI@I9JV3s_@tIVe2U
ze(5CEm?3J%VcwQx&`5JOGK%$~d?P58L^?=<6A6Mu`|D_GjF?E0$D>+WDZ_e~u#OT^
zR7!I*q~8c>f{>z8nkCc_PZr`N5+?>BbT}VFN{s!IB6N^2N42!2hILbuHI!lPc{Gm^
z=2lyrATcHuX|5n6-^11!>4}1lkm6y243lIZL5fQtt1a&wx(>|;_sB|99H3+ZVsp`=
z;%dffJ85Vl%dA-%HREC|KEO|3LupuTM;*1Tax#Ucv32<dxVMI6LllQ}I>p}r>bA3I
z5qgLXoQUIfxKug=SABy*<3lnrr!<Pt8y2kaOn{n69;pq3C?C2tR$n)#SdR#>)P?ON
zk-}Y-3u;t^yTu*5TJ-CJvWakQGJO$D8KR-YO*OH&tw3lJMNO&*A;<y*>Br?+^e%D@
zH``E^ZpG<H2;)j`>W659$)rn{79<vm_8?mzzav><7<HH!hkUf4Y)YAMY@{JVIPwt3
zE?M$g0tZ>aX(EQx3Q9Oi3mhbXSeBM1pZ|$!iHI<93mg#whmV0H8rnsxho^zV4K&g-
zC5}zPn5^KYFB;q7SX7DXVIc_sNjCYMCUA&|R$C&85`(C;F+m27cc%>;2~<O>M<C+3
zEOB@V9Ap(Ak0Lu97TbF-0zwkNQP+gyDcQ=1a1kqTM2dPu7&xYzaFjG~gdvVQ62}T*
zOja-fX*g)SQp0>DaF7IWY%%#9EpUj4R@)L1B}NGxQ3j4@r;K_mq#9B^A`!<kiKCRj
zL00kckroXISc)P4+>`2oM%Xtin{eDE+ZYkiYI6`c5(JJU1IHK>j{gWd;YdIn`4UI8
zFt(5xOp8Tuj1@RY0612ed=3yeL`1kjMWVzcfg{tvk!>~VG0nh{j5x}kqvKbL?VYeD
zGdNr=g5#bC)q@0p!^MQ-66FvhB3f;KQ@BK&Lt%c(HgF6y;dn~esUBINVM(tpfY_!B
z9ApL)ND&-^1P&4aj>RUQJp>LB(P|qnaAXS{4zMkj^T*|rMm<Ig92T5P^B`DyV~OLL
zuqHE@K#JhF;!gD-0pKVw`8-Z3#E6Ji+XE6M<_R1=29BPFjm37Cz*9loKqbAS#4$$T
zATyXi(AsVS=_PQG0C3DSeA?Ox93rCCHdNrC18_JZHE^8xwZNiJWCIKwfrz80#E~tm
z$qXitA~=4nDCQ4xYqkCLt5M_ql!A<Cwf#n-L^{BROIk9p(8S)}WORwZQ$4~E$54r5
zpuj<9Fo6`o(LvxK0n}rh$z_1RAtG9BeFP3VO0vX<M9JQ9=!Aj1w*ev&K}?V!{zs<a
zQLw}z-@ZkTR1h-<3IIWl$=@!~IuHu(sSrOgnWl3~NRkZS)}(%s0Ame864K|&*n>pu
zBzdo1TqMxc8A5?W643iJlbco|Dnzi_hKQ(i9z{zz75=2<I3-OggG5va5R#m}P)2=7
zb_k_+vVFQ)<uTomWb|HOa&z2N`A5J{fDuN?g5EXKi=m|q$WzBH7+#)|S#5`eSRC?M
zZQBJ&9R{@536lCTkjn%~!wblHf}~Lo<d=e^$q2~dg3QFR2xOQblV4(dpgRegrcfZ8
z2r@xx`w22ik`)CRDM=?mMo9AIF-j>+l8*!#B+2VQ<}7i6%HdO7A=ws;z6xrbbH0pZ
z%Detn+b-0tth2*j39PG;9f(Ia^dMNIWLto(JscJxdE-&lNmtF3?0$x-B_>%igAAs)
zp$)(qn0N_N&&$M%lDuNT%h^~=gOn}VPmdaqvLx>Y@N%Z=suqXWBCBI2-8`wg8+Ai<
z-2|!1O{!6n7j5E2O5P+BFGBJLn|NWsqxyF<F@vOHQxh*x@~WG7K9X13#B-CpSDAo&
zg`-xEEXmFWw$?(Kl4m(*VkS%GK@%@Y^0uPS4!TdbH==CuCRGQ?n`PqVN%PN5yllzq
z3p`6sE^K#1Px6uWZGfM1Rc8lDwx7vGpyZWB)t_|L1j&A#VPqO5c@IpyNXg5}fbpl5
zBtkL|n-s$&ZyWG(g7rAblD)#Dnk0GiP}Ngc&64cVCe=*I`#1yEznmvbD?o%ii*IYv
z4U@duCSH)_RWR`aC9fde$jC?Xa!oup$-5?a7V$8rWF9vu=1GuyOuTH#TL-+H<~r^q
zX}-v$njm?RCSH`}4Ka8YdSDhOp-}XBpSHeuR-7$$8ymVYS&~=P#LJYtk|tiV<h?io
zF2B)T=1KPNz|Nf``kck>KhcrTAhXc3tp||ziBJradRt6-L6W!J#0!+X*(RQk<c&6X
z;-Dq`hy@THFRph0sn`J&b9U<NOv$co*vBMGUIh~`N%9H~8@VJ%UapB3C3)8l7g+S9
zBPH`VDCYc6Z`%Ys(1PaKX||WVH6~u9<SjDsf+R1}#0!+XA%Z9SpJaxb6!RpWW+q;?
z<oTF*S&~=A#PfM4K)?RQD1@8jJuvYi-a-8_yDSqkOe!7*Ud{!*_asU7_sCAw*?E$^
z+~h$!F`RAUWl6o!CSK;d0t<!z*u+ehiXD(AJ73^?0kfV-&qwk+OguNqQ%pPu$$OTj
z*Fto@JIJtzE)O?TpbF=Jlha0D?~<hDe#25f|JrQgMM=GQ6E9NoW|?>qlJ~iZS1L?0
z`=+UPr?^|%7&388^afJN8LY26SyH`xVZBSBhtr0X|9uF|{B^TD$-V__Im(6mwZhCH
zUliE#3)(%^XKy#j-&)viq_Fdm@<nKNKsO7N?1_cV8VIu>DesMD7Tqi?f4G3rqOjcy
zNEfn;kaiwu7pmJuN_N4)LfNGYvnVOQdr<8=&3)jh!fH!|T9Q=T2J)Pn`V5dP*((a0
zg$c7vDW7~$&6wtH8B|!Ul2FT*YHiT_1l@a{Wcw91yAL@+$_@phB#vliEIDqH{Uo(e
z%9b6%&POVo1BD#8^Czz{0wsHYVY_L<EJ(@|(afrwg-Q1O!e;G-S%j1iOSOPqf^HWn
z`P~ZJ6(>8~`&n)EP&k~H8L@||R9O2uBo9~XNvQqq0BAQB+O+q{MTQ*4Np!bpyHL+W
z^$WUG+r7g{uFf-dMn9N%L2|ULH1PsoiFTN8;`vD4I1|s}CYk+BOb5veHu3Ua3WotE
zUbf_Un|N80SKP$Ql)S(9V_oEPSXSE~Kw7j#JW1+Y1g6GIki1_^yeP^0(Zq|CJk`XD
zkUWct7bbb*4PM=tAj$j`n4z)Psm-uKWc?SMz=zle4?WH!4l@r+qTJ`625o#;4Nk$Q
z!Sg>M&(Y4G8Z!KOXk5tk^mS5m5Bik~DF>jtt--+*7m}6!lhl~^Az#;1(M<Z%G)H1K
znzJ$Jte56&mvq+nL(Z0&ooSk$CSR4&mxJbOpY-)`U*RP2d7vP(vrMUa7F0E0*n~Oz
za8Sv#UCkE2hrw;NeQUDVfEEk2VJM0ji||By3`2X`07p=rCmEtHx`-s<h6IPHFd|7?
zL*iyH@iinb52%l4`5BFzQaFEXWGI#1FjkrV9?;aXO@YKd(8wS1bsa-%jjZ_^X)!q)
zgU*UJ@`s!)GdufD0`oNas*JvhHuBGflWc*FY<BiYYh+N>vb+e6?HgI`G^?WJTa(HL
zR4Lr5h)1?6)g6yDM57v#F7}deLsHLP($<i;k;FrH=WB>w?o%Jnso(8%GKM}D8rS<Z
z3_qJZzpsFLapBhsv7hWkcJFM|OcPy}&dydPt3&2?44#VO*yC{_PeMm#;b4}ha)W_i
z_JBj#^h~JXv)u&+OC6&_p0FZ%P4}vI=2lg<rl{}c26|iu#k6gXqa4yNIgN72$gCga
zV4J^34W75JVyiufBjk0cQxXjitF6`^wbcAil*W71;q$$e+CQhvn(xFK2kz3+z|82d
z?kSk&dgBnFY~ch9bwuqO?^X9$0+mgB)O!{$<@;pyKTFLP7j{rmpneJmXa<rDCPci+
zD6TknBAT`#wyBjgrL}w1{!szS_Fd}YsA^T#Qi-j$*|Z`-sYAe=z+~@HGo#wnzWNh5
zkp6AkF&rw{LYZ0DvR(CE;NCctbi+@Xyu2`_L^JhOf=pj$?NP@p2(0!aLIm_n=(-%;
zzSimiRpyPWvdSr03m!N*-Tbbg;509{L#fR3yDG)in@bie0pF>gEgj@|c}oEwu|}z@
z+LktOoUIW-vD=ic-|@aB6t5m|H=yA3@zDw4p|KA?35|Z@6&gFw7CZd`B?HlSCc$0!
zc@Hcz8X+egCRUpB!hfLjZRtQ0<HUDrkFRSssjBfc#bp2v-@FNV5S`sI`c%|Xh5Tq{
z6Tee8e;v@|$oJA6Tw0R51|K%lyt;g+vN#_lcZ=#5*Q9()%^EJd$@&L%!Pg$@yf|lN
z$re!bQa8cZ&$p;QflcQv>e)CSmrk1z7uEaEttqeLZZoz`{a?JV^4og#*{Q+Gto3U6
z^17eoKiAbh*@9oO53Vu#@bZn?B9H9o%rI=R=6Pl&FkU~?y|`>qFD>uH#;Fy)@m1EW
zqgZX%sp>cNKFKh&DiXRvvHEN<yOptCf|0n&KmZWy&{I9ug(TH2p+N&TXhJ|u*KGX&
zuSkN(#7#glj6-CLjq2D0KV|YpH9n!9*Z#Gr3wyS>kb_3XW!I}06I!?NUk}gcUC(WX
z&f-HZV&r>(PnPrm`XxygN?xtgCF?h-!7Bo~5BU~2@iZ%C!DTv%X;$(FewVTbK8N>)
z#b(iwoMMb@^wb400buR*w)N_v6?J@if`0%*Q-qYXGD6<jsIrwiOP&v=zTvz^J+LxN
z@t&qSt079+wQ3(V$#W=V1It%B_{~fYm72D1)jnrE)vBw?baf=SA?XOg3J?xr|IKY&
z_CQERZhetxCdzKD(OM&3D6gd&Qa78lUY)ecD`dkIKZo{@pr_7n2+@+z>Sx4CFC#+q
z1R1@(2uW^_FL!W=a~cVj(U~mPY0wn)+^QDJpf&2I^9|I%M4#%?=JUjYg1C^R=+~vn
zE?EyDVlzYIiv4OkpE4=&t)u53t0~MzO7fsI`Er#S^=(bpB`V57HX@v!iE7HXA(jRc
zA)F1u`N5a62ZnBny`F=^-IQ)QurhW4V4AfG+=x;2Jw~H0Kq+{yMoTJ0oV~=skW4m7
z)ER4CyM1b6fctZax|8<ylKCqQB$PyZ14;SS>bbT1*adaLx}ETEz<Pi9_Y?d#W#;;G
zin26L?YgO&(rTGHdQ;DKbK<~L`LgNZkD%XQ7jym?-~nZW730+OP1;gK$@GfXGyW?9
zR)!jC*`$i@PlFxOy1-nP9&{NVT<!(`*jC4>t&&=kq?;}oijvScb#YS5de4`Er+CrL
zN5Xfz?))(dMfqNRqn5l~J*D{O5su2|i`6f--c%|rRYSh7tM%}1G3t!(e^Ux#)jmJe
zYCU5Kx=o}FAv}{sLyZ=)FG&zX0;ugbi&0O%XBoCs-TlL7-tA(MOE)D0!8AP*0An9H
zu~@D5V`JA#F(?)%8i`BPFMiCc`j3c*+R|P68fi2$M*V7AK)I!hNJJXos{3Mf|F-$w
zmCQI{9GsFyn-{6Qf2u!lUo;tMXs3(735ezVV(1lGYF69Vpb1?S9yStPRnKrT2(%4Z
z5Y@qIYZ#+m`pGY%l_3(zyaJ55Vbp*1l2kC1Vl?m<QLm1vpFdk@1ku25U!?Zi?&q=}
zM6wMBElydq{ZHn3A6!CtW1)r#>3K5ai3`*PJL|YcN1-ev7E|oDP~Dv4qh8xtp+YdQ
zwJ}FBworY)(_8s9I;GOC;!HWRFvWNGHl;-cG&jcIQj0!x-dOA;UmB9T7PTPROZnB3
zQfV)`ny>o)+(~&nPaXAhYi0Ocb<@vPlydXbBR_iv)R_rR;@m=`AA5zyl@Db!&qvRO
z=c_ZzF8U2?53jt+BbHwCR3)WDtt+DI<kABO;^7+cU{0DhiD&`ntBy`-(rDEz%snPh
zI*1XZk0iemq~^Zm9MzgK!qN<agN>V1dI12T8~m(ygD5H3iF#rvEtrd6VKvbo^~nG$
zt&eEYcbIq@1a9I99L21*PiCt-_SI?-2k<l>8k%mPFM~dr178=MaE3`>@KC<Fq*6h3
z+h0Q2KV7Y~|EAJ<hWcWE4Hx$rx_;Vhb@?wIYMTSilz{1K<bhG1Gb#V@bI?1o(gS5#
z9cQSy2mD;CeFcW`A?L8y+@GOVNe!$B3I(``Z%eO1#elP!scJ-O#ejoTVO!Hd?3K5r
z50Szx$c5j6a3B+B$z3*84SZ3t%U39bpG^?LQc@U!+&?ug+~lP>q6c!bG%lPy5VzS>
z^=;~>%?D2>oYZYDPJ@CC2#p(>ts%dI>Bq|q!(@hIr>lz(`uRtLwx-t&vdyhc)AbpI
zE2iraQ`GYZ{YSP%xAJ_7>hTt1ik81f^~LK5Lg0ozg=D|I<Rv6w=VZU(<m(yGGIiB?
zhraS0NM#Sd3l6i>-F_22{lQc<>W#ZvJ<Zj%U<!f0i_LO;n%XvPyXP3HfHWB(P5z!j
zCYxTny1JN5E=^S%{^HgB(PRS*x%vUnN!)V?mwsh*xUlLRLp5wV;O^}?nF<;H8)4oi
z0lb?G0Q_7%!5sLsP~4iL?tPQs`7Jt#m+CgD?vLv3>fOVxt{q{z(@Y$vsQ(>q)Lj9V
zRy=Zb6y1tCuO>V?-fNQzsjfCu$4^z+fA!Q2N17-Nr>d8Z1o+@Hqs9eaCRX(zu%zpZ
zDJj*{hbh6=f*sP~-C^u@birnuKaL>&i26T6KuG6D@q7nfJJbBrcA}xu@k=!$vxZmY
zFLlp(U}QUsD$yrq@&$*Or|NdJt+L<?b#K0x`uWiw7Kn-7=N?8k;#nW@&`w$>5>b%*
zM^Ks=fr}9Q8Un3FRG*CTh8cJX6l9oOtb7F-B+2qfLZ=Un5A%XpxZ0%m?<@hVNJmd_
z&MO|+F-QNLqQkR1cA-Paxi}a;M0L^^&h6t=TS3EsIq%735>zcAy{n8f;TK}U!@0ea
z(s~*xURUoPbFXz!6r9Fb1Mxix%i|-yC*b#r<5chC{Vj*T&^thkmhd(cPs@50@&=2Q
zEeh?UO-fh;<V`|e3!y~8hZ#yCgrK*HfiP;=+UXpvE>>F|;K@#Peu7%=M26B}f_nMH
zQf1+Io~f{YYVxls%D3bAX-8JI@k{ujlwW9vDzAuI9xu{M{edMN)*r_`i?Knfi}jRJ
z`wR7&wVTgQc&4IIxBeDb(jaN9+TqkP_Op8Sl&_LKg0_y)Bh;R!JJ)!&PuJ=^2EP{C
zI?f-dCZG0qv8Cv0??<cmPH)#P8S6!;tIllotoS*|wQW#@Y~f9x!8XXxHEjgS#I6S1
zMV+myq>O;gQ#1AM*$EzOl*v-tKrK^0I_ss*I#<T>BXo7mc>HJD{%Hv9pZbet%EWfF
zfSxvC&}ORxD9iLKU<l)are9&z3Wlm}B&fm&g~M(-*ieg|uj^SInT2;*+auI2=Laeo
z!(l7cOWQ`B86vk)E@hW2hKGp6Hfrg$lu{Q89F@*BQc7R`gLw`EE%0Z*oyr*q+bK`A
z%2iiaWgyDMmg?jnwbj+gR*ME0=}|B2JP35eeCUPljP&9M<Ge*%jQqiB_EoPI4+h&Q
z3^WwZ*h@MZlH|c^!2i6)thQGuZ79sOm;5zIkNTOt<hxG|=(NH54AT<;TcWC*5G$!C
z|F?==PZ|7MImWK36R)*|&DQtVYQw+h>E9RETCnSCgX^u?wUp7<?<(%kV6RjR9yu`W
zm8ONMgKo7ZNeNv-d!<@o>b6@g>z(fl5#?T~6MVPZD+QuZAp2jxl#;g_6jOK)wPp5A
zrDrd-!aaSTG^@KBa_?oiqdn1=KH1&xq4v7}nfJ!t$fb>s8&0g+#-~<K_0;{wpET`3
z0I1Wx0tY$u@s_V~*YJ3EkhcfJj%7LCS!oJrN!i=*>w|t@-x3SP76|*t_@=i7RdR!L
zFCIKi^D-`w@2o?Sz5(gdUH$K2Rkg$eSH-it>iHnAY6#_%7>HA$*w5)3urr~m|HFWC
zH@n%nSl3-0`Eb7XcuGlb6ipkjf4V`0`XR-Ikv79xLkS_x;MIHB<$k*>U3t6XB_v&3
zYc|Kbs^kBxWmyMuZIDw<27#}fwX{&<wK&!VCxfYl^_qZQ?sVak(gUTBP-%o|;Iv0Z
zm{1Cmp6VK&Vgdss^C2W;w{<IK($XMjc2he%@^d*Gf{<u5Ms`p6@)2y^UV}Dt5c{oL
zbQjpVc~{vBPl(b`rt*B-nMy^QwV@%fk!#v$0I;+Y5Z@C5Xbh^!xUTw0ywz2$w5z@v
z@c5Q;B}Dbz-6v&GuCr2QHo7$?jOW3+K}2VD{!=fdYv+_TPo0?3F<9O7>}zkoP6$I>
zbijo{dS%(yc63<zS5-CQxof#}=&(?Km{_U)mX50Bd1qx%C-ubhfGTG|7#jmEP>>Ui
zO=ai>1*xuiEe0LzfY#yyqDotIaTLOhMQ8M|Ec}YzMR6JSk?u;<-`NgMnUA1zR(8>O
z;U1cYU?g``H|BNllbe7(@iGehCIu*%w~hzZg1iQe7`QTl`x}wKR#ZCsLy(&9t?ku8
ze@(GO09RID&%O#4Lp1qcm>KnCtuzG~L<p~HLXo-q2V5}|PXqF_jS<pagY%Q&c76vn
z;%~1KqrkhZV>{LIH~gSkE7&2nR<r-!tn6s5M*ma8Wl3utMuYbHE-|Sk?GhhTs)crm
z(_7OnF#)bQq4u;Z>emK#iH+P_L3b#$O$=&5+r)Y;pv{YH6DuOO$Tl&*Ic*bd%|TdX
zn|K+yMYf5Dky~V&_(OBpCU#NJy{ORqd`kkGg>ynD_-?;d>;r{_aVR#!+E(#qOWG>F
z0E}9ihalymTg5BQXsfsj6t&?;MVWvF5)Ir51JF1l1Pjrpkkq!9j4kY>w&CPmYkjMD
zmTF&UtJuGVzEzwI^#IU!G2P}ZX{&gHDo|*vII6k6RkSoSOgguqt>QpnX&I3#F9Y{e
zbVnIwV~~Kts!tJtNby)p+A98m#@gOb+bVw9jJArgO({6-UwSvkt)fS1v%0obT&-H(
zc+gI9Zxh2}dNbN7P6L((mpnDalmrH6Lay%=yBAh<HdOC4hn?aOWm9w5C014E{?|xp
z++3}m?w@k$zcwG(59T!>AhaL!Cs0N9gS#3TDtiNQKUf~$1(DD`10!4eKy^WWfKs&q
zYyv;iHh^9hwEO=yfb*kJ`hgALU|5|rGiaJ~4T;nyjU$2#l9SnPB>%q+V8aDy`oRq#
zqv(Y<fcMC`n8m_Hphy|0YeU!ow)K@80_XYUxyY7pnnle%R<Tw;;fDsxDN*1g>}H3>
zcUlsY8zjzW{VfB4rOmrqj$KSVEzv;anfH9vO-dTb(#SLK`QFyoy@wEj91{a!)UaLG
zImVvv1n^|@e$fc_d=2<!##H500B@nNrAoDcRM`2IU`q3bxb5quSR16mKCT8+j@RdH
zo!I9}yZW$C^XDg>SVR8ZWmb`wD9$=LuBunS|GUf@@EOIKukx=y-G1fIPAX-T3;sN_
zIIGHj=f4+cf$&kb1gj1ojqu|x?;}1YiH~o@#~$%<QG7fXA7!0cWo1hp-oTmpxwQ8y
zDCiYSBYa^UxC2&!PjY6JJWtfd){}F|_20$yW}ljTlQXN@DAJ#r_Aa(pvs%XYnPwxK
zG;*xTbJ57(WMr#p7&R~(y_80&{=8*LR@HJH&}p;WdXrH$MV0W_T>)=AMSyqp>4rPa
z4`p)j8YG0$TW0bVX7aVl?5mpeRh@kCD<xT_MnNXSVkW~-vtc7?c*T!bE(PiSTf;zp
z(3JW+av+g+l15AX_!uy<Y%>{6Fc~GAje1F=wgk&A-P@0hbcdLH`Ivl-GW!}JeLW{-
z?pPYqbu$@WHKp!lHXJPtzpKG}mImY}e2sLMf>F+H?YdqRe=EqfnVb5}Nc1db?pEm7
zSZHPyR&8ady4b6Jq^Vl8PU2$d-p8a3w|<(grg|Uq6bMr7RbTrQ0-I{6F0)rXFI4F{
zaj_ULGjvDT>uxFRc7&nY!d`VoVbvCfYH54bUZ~nd9$??aAz9kc&8Bkbi=uB~x7kn>
zS%dw4sdZgg6Gd6z%ZHX_gJEVlRF-vwk2m;nm$!DKk6Gg5kob5bK3bO(GVyV!9P6xP
zSL6BRm{*IF)wE{FL~w24hiPQQo%Rx6L$b0O?^T|8Rhen8@f3fIMYPzkYCH-wT6D43
zIAmzlvzKf#ByQFCh4L%_GJ9X15^P_AKIY-aU4BG-ycZwsD-v^__&6dy-iwd+?yPf_
zA(id&yM!;$3yi^)`FeNAqK>`B21CQOGS32y7XNzN`S`-nxM?rxV@NW+c{LBP{lQ+N
zvZ1leUcwB?6mJfPah;TmN_>w8^AEpK3FG6>B_-tJH<~*~RfMl_ZGxQmM3Z2SyCHxU
zUFL}<;<az74&0L!c^yx-rQByiS(saG|9J3Qo~%xty1>@fbWOJ310B)!In4{cE;w<J
zsnt(-@?bAkL77pWf9k~o+dM3fTJWHg)6{1*9MWfriAZc2Zy*%;&gDh8?F2WA)@by^
ziu|Y-tETj>$nSYEZ{?n6>U%F(sg+ON`I5>k*)7o(AobE_hY}Tew<@egH5I~X=SFw2
z123fbg!0phd`T4+q?`{{*>9CoA5>w>*hja^AqF|YC&+1XOj!b!jSik_Z!pMZ3B#I)
zZ%;Q&kOKIW=jqkh`hd%2kOfZ`M9;H1Ovfie2+A$g)Izysi&b#6D_>e2t{tY9<2&H9
zT7*j>|J4zT@c*wHe_Wjfdj^psYW(yF>E~RT0)8}zc_@Bm_+TH_SV=0)m;114Rg)-}
zM7mKbI!t=9w5jRBPy4WrN<}wb%9l0%_^;A>Y}vEmMO45e!!INxc$lMgflQNub|-eO
zVbHfMkN0J*lqIFP)t7}T4NLQKHCW|hZeYe&IKrcCJ!`NsEnYw+@Hve5FlYFLqSH_F
zcPyo~B+8&6Hd0lo(4Rmf@DUB+D(ssFtVC7e;59s{<&28c!4e$3#_t2m@V+ON3d%lb
z)1}#RBHT+#{V-?V=oiI<yH#T@u1|6Npt02<>t!%!?^q3&BL*+wC7<udDp|rI1zfEN
z8{oZbn+})NX+9_6?o`$rY}&iFd!W-D{#XKh9SvXQWm{>e4?dUIsUJR>=Y~(_i9f}l
z6mj`6y3G6)Tqa1D%caZm;Io3^^B|Ol?|jMX@sIu4qN-n^r+B+2cfKdO+kejdAAi=~
zvmL33F61L+r%K2!RJ{ZrUXykEcyS4%KWNPxToMzfR`5h0xMJ(SArWpe(E7+dXWih>
zQmL<NvR@R>Z$S@6!bKPv+36ZIe<yyX4y&cCFV6q2!&=sIET%^nkD?uO(mio>5Pc#P
z?zP_wfTsJrE}P&vr#N}NV&}DZF>b31UgtY;w|cBnHAhFo>lN%F#~_SMh!^MG>amsV
z9=}-+mex!s?pmMKsE=pa*I{}RXW0XxTDDjRy=gnZSJ|}DPN{?Iv-Zq!pF;s(*MKFt
zZ7#?!pk6{#$tNteXG7-9AV9wWwnI73IBUde1Y&>|rR@T&ewUBk5MELbatnng`4?S+
z^Ro;e_{UcN9iK6cRp(P0u}_ug_xx-l7VK*IFJD7(0)kf#WD_AuY#?h_)%rFcro=;e
z7-fiklqYZb{XjNGsgR%AvoZ5j*!|RzO<4=(nF8*hfl{HAS$YF?c*B#MF(2jdTYkA2
zTM`6^lWBYG9Y(waJGzLYo#NhC5L!-_saWjDHz=px6Y?LQ*NRo)`<t^=h&!<b0|dKY
zQ``)@xUFCE{ViDyW&bOFqa_<faqrv5o%@en-1Gk$aWgRPGQvf1N4&<kBR!S@Ht4$8
zP1BR^i_zirFQ426>M-daUbZ!xT4y`BExhctc%i4z7F{ejv6S)k6Cjh5t=X1#f6#%O
zF-2ZQb-5nHUkbr!ozIJC0}-^LIp|-$wGH!au;l-@C}VHo@-P3Z4eO><e8JnaWp&5j
zcuo%KS70FNuR%K}4KM7CASa<Rp>cGT01tx0J&Y2EE<^IUPKU5x+XIz1&zt^j2eTP^
z9mU<+F%SNrEt}v`1zpNQUYCX3mM02X@SI!PvFes#=tH!7Q&gu}Lz^Kw8A1<Ts3qZV
z2;X4#c9ta!;cZ>0%~albdgE2oSF9iY(t+$i3u+Qxb`Yz^$9HBG_=NVXH2Z_kY|rX>
zoI&q0u|Q~7>`48ei^O(4<CogAt{&kgonBJs-ZP=o>KX6aferVtVod4h3#s#o)Y<-&
zU+n-zY+%w^Ds>J%6@JP-<&!!>5jVoxRJb?R!zLGnZA7V=r{jqqFnIG!H^_$q+0WnY
zK45T4GiVDB<rT3g{Q(QESy*lB(EvsW4{FaEl*xp?C~mt(Jm675P~u~v$0p#g$d+k;
z^hBineJ;Nd1SRfm(s?g+ZsZD`z+C=OCn#|ShLk0){6I8SPpPxzF~8l3P4w_H>9mqM
zdmalv#UJyT!BFDF$3;u*`$Vr;Ey~PX;!z(k$jj9YUO;*5OWgDW1{s<`b9e@`h=uY2
zi{+XH{50TG&U&z>e12!>xexf)omp#-pAfPvM}kbXd5%bRnT`M5nSJ3=&ZM(P>TIwH
zoqr$kue(6WrehfCCrj!usWadauN49%d-SMi$)@J$6_`m#%_TeV0fS(}pj#1xm=73~
z(+o;kZ60W$bu#`o1nTgR7w-z)s~wb1!(Zp2=oY8`6ggJ^lMnC8B0V;sCz)e6sZ&?#
zL_LI;FPM)<|6R;sYN@|N%Qnc&X$qbA@3L+#!Mk{~Zfuap?>57Jth68ZP{cU;fFJ1w
zH41xJv_`l81UoTu@1YBt*tEH;`Uebl7zW8j44yqG8ez6(08cSmY<zeqn*xQo9Ln~1
z<f2F>ohd=j_(OocaGxi4XMw)G{wV75I)ss+@BE4Vt^@m%2lZg{dS?8@9C9bYd^!`x
zvRGQ2<D7OOcVL{;X8i1nznw!v-3@OB!fZMl($sife~R`geqX>CdXM||WQ}}p-zy4Z
zEI^YmCPJxuvNix?XHORG(H;THD3Q|R>1^TACz}uJ1&6PDc;B9^f=k=`x|5&>d}A-T
z{`iw;^<qodc|M>wo2d-Bn|ir7d&u1JLgz2|<r>okpmLj^>%+X<Lhk@N2ItOnZSgpp
z|J#S1B!iOh#H7if;3mHq#{TDV>URU6^COXRzgq&}j+^{SUpChFubV|vo_AYEyYP2D
z<YN}@@e9P(a&0ADb-O8CZM>11{W0sws`{echxY<M+~A@8pm+Xyy=b_;06`|zpCaQ3
z#<s&|`~9+h$=te#aE8g7)}5Og-ki~3!3liJ6dvTkjS&B{AM5PV`IeE)SeeYlYa*Fi
z*HQ<Bvsz5qn9QU4vn{@*ek+Q2^)(&wx*NRnr>v#&*$qDTQ`W)bXMm&?YMb=k;eWz+
z;#HpWDQo3h`hP`TatI@fu>Lv^9>6~FxQ0<=|FTI}Bd-cqX;=7(0nATnzMJO^U^|s1
zyEq@nTKf*UQq;BWs_y#fZ~U);aKxYW8+RQ9XnioM3=wD(J!I!)5yJ5@pEHQHVzc<A
zfzXAW3@@dA<5vf<eeMsCC9P*l>qtIg5c5*3Sv++xT<r&3;yy#zWu@MBtfnU~J(PXx
zyYymFkQFcKAS+$rzYc|xW?$y{L)l=D3YU#A2W6N|7X-+c=TnysV?j*m_oE1KZ#V?_
z`CQQe9WLkrI%n~95fGqM7QY(7+A1zT@Ny&AT92csBJ**`5!L8@Rs`C5CiUhBxJlz1
zc&4cD!)JBhN6+)BBcZ}u&+|4TnZNSvG>;g`8Y<s>$G-vECkM=N{*|v0dY=Z8-k+jP
z%-J*i%1BmI@&As$9m(n_^-gpDQLL>`d)<mQcVC{;tca|BhWDKa7nCbUv4hIWv%J^m
zaCkM-%76Qu_3@d3x)hM6jcq42Qz8eRN(~teW4B~41cFbz@fB5->dLBLdD<A(&1W5|
zlQl&;cS5r!a^6YqJC;rHxM2mhEL@l@+~+4m;SL|?$HqcWZMl&@8Vd(B4Nq|2FW7kB
zq~k^F*x*-;M!*_d`K~XZjuox^%oi-samvwrwegY)scz#~w4!uB!4oI2;mUwa{&E7;
zXZ%q+nCmm_VD>(W^%>)_@0bB|se~DnAz<=!{%9imU0HIJTfbzzl{$yH$0Sy(Tpk?A
zKx)I~bhI~v_nySYb(;?C!q>+PqYCuJB_89rqKnBubLNo2^Cz*Y%F#?-HIg+~&Sda@
zk?d^6&!d^clorrMUc=(=4F5X~j^<4#vt!Dph5XfIwy>h#!onIk3wZn#wn~Yn&q}H7
zrn1&dDUpi%_uWeEgS_^1*0$X2RD_7VkJ|6Q{e0?lwp!_&#!G+2>RJw>SiXdO_#k9B
zQls(@p+vreuWc%0P3rNeE??%Omzd`QLsp}2nusbre`ZKpq6A-!jXu!|&R0^tVm~W0
z4yBHn0b@W3+RK;Eg40Epz5M7b)}-dZ15%lAz|Z-L2d?j@09(5Lb06O@o7Hs5*oP6R
zBdt2Xd(38jfp_<lH4U?Wl2Lq=BBL|mXsF522<fPe;i&9^)Qhv38&lrz<M-yUTIE0A
zgI?eb;W+W*7r!Q_R+`HyGo{sT-eMkG;R#*LwiiRiWKP3}<agkL7Wp&(eID!Q`gS)6
zBriRg2hE4!KJ8~dZa%A4Z7ayMvkWpCNq{MzRzIiyFrV#Hlw&ceLl&_8if<lVGSq>~
z9B~C;#i-kUB<FMvQe`J+G0ffd`=1QnPuqF;B37e(%y!_3It|*HUtnv#oyRU>pOVW!
zdzUwUFwA@JAeSz`Z8LZ`dA~)>ulxawB0R?J0FR@8;saus>MDktIE(-ONB$-T=H2UC
zd5guYo-@dDozfoU@TA48qLQ$c&tJ^ECHEh}tu$aOoNk5e%&i|aZ<)ii5^3**k<()`
z@~<z%(erjX%&K%K2}?3i$M5nON^*KDcUr<~)~rEg2;TwEn`c7Ht&xqtL!?L5-t!~x
zvjnOWhgB50M1Ym8?T<Wq2^-pH0;C-^?<&BsKhO}vLppr)J=KQBLM}Mh?i3K?CPovU
z_iW>hma?FbJJe+2AT=%~6nClGIQxuT=_j8f!8j)ZZxzJRYe(rGkRNufLErIxOW_o5
zh;S8#bC$U6l3q=!+}p}sVp+A%;$8v(5e6Rc$7`oFp+c`0Oav)jKx@}jSH8ns^dIp#
zAxQEMVPgPZ&O&^ARp3D=N5A9ov8-|<|IHXDai)MGEa(=}Efk11ymWA$oB6d^Hqj!n
zZcYNfJH?q2TBiF+!BP~cCP6JJn1q7aCP7^(=#PRCCP4!!Xpe$Wlc3S#U>_=`KS~;z
zBu%7A=_LNg*Q}}1|9kEg$C`AO>|Y?E^k46HBI65ClJqT-I0{6U*k@Rl;?Q(mV*kXi
zxxkJ69l!P6#N*?bXR+%Lkw*<-?mo{&aU!s4pb#O*C`tach2M#T+f|J>@%M48mR7D~
z8?mB^RAbq);%?nQ7#p(G=<OyZ_9N|z%v)u33uuWhITj6Il`uNM4`8D$cN(gdk~a($
zwZ8C?;l)q)qFIbEd5MzAJcZme&zh6gpeLdH{@v<$7VM7Wd5b=tTS3WfGdA*1<Jk|L
z`(Q-5=_oXAu5Ln+-i!YSZgbYdxQR<_htc)X!-JNyUR5)x%A$USMoq{j8Z{q1&jW}5
z@2I&1QuC;3Ne!ZpnmU5ilFZq}-M@jG1uNF^_TMm1kI?l57RCC2ShS9h`-UyjTKLsk
zNZ^dAOKJn+cNFY33A6$6D+=gWcH~gg2E<MjSWFh$fKX8|+9c2i#B7xGHc7MrF=8!`
zPhfqO<(qhRf-xZeS!Ws$#i924fOrG#A_qhV;L8Ew2Vcd2i2YU!2siLR10txlC{Bdz
zG;2U$YS_9Ppbu4ph8YWT`ppq|w2Zo>7yw^<%YR+L>S$$ry#}p6Fi^g+Zy^l-fq`-w
zv50}P5e@7H%55l;)}1x9rzFpApe!=H4Ai}77Tn||O6Keb2AXHB4^09+38msjer6?W
z;0gC9X_19XjxwS0#^k~^`FyXh;>jZ~voghoK>9qpyyC@ssjPIle_`#wJB#uL<!H{w
zs&GRpcmrRrvSHf$J-@8xj;mOJk9>k}-)aaP7m_FMqrR5U1q@xo`>uj}I*<9%Rjg`B
zvF6)?R`cDfSS#0)RCn>dWSceoU*tuZc>i+VCXqF94KnfeaXvedMYzIN5ZX-q$V6Ap
zZHZvJOz`N6&VloQ)v)jUa}^I=4cCk*tN5JNELfSeif625^_AdN{K;xIyvjY5fYYzK
z#3afaW<<5*d<<uGTUWu<<hvFLpaE&FDSIHu4ewv1^@5oPE>-&AoG*T_1MULTdR9~A
zr#YLX{JWC3Spx?hS5|?k=p{2TAM7O}^+Sean7w3^A?cz^l5x(CF(mbL2_-(>khtlR
z%upv>S61;mYv6H)hn&Az!y2%Ed980*wem|>P*T|9b<p?B6}<nqP_pk;9{Vj^jn&1n
zMxXHFzB3f>hIydoqhE>KNFdw1lR>Sp04S`Z3lAr7Wi1OSDf`IA1Rl1QxhvgP@-b^!
zus_rc9uJpoxEd=PAD)awNq-<aim%GguVp^29ao}IG`8a^{@+^GRmok!JFkP!?^f`*
zb?{)th!y<&IyS9lE+ES71KJ6g%X@5Ic)JkjBpuh%6+Gw|+`pf_o|SR^0W*-=<5u!j
z>%r&83H<hY_K9azVU3`o($`=cgUf9R+~+u058A-WG&}i?f$VFjW6mp@4+YfI1e<b7
zNM9$-`z7$T8z84CCd(Ep_^A!-3#Dy5Z@Q5+@wP4puP}Sz!?IZI4bpbfGH%((zEWB)
z<F7WdW+A@Va^eNF<n+x_X(t+EC8Yz=9XFPM%Q0EPGw}pE3A0)L4UgOe-E#x*<ZL3q
z4?%pQzc$7&Mt_}x=0f6WFBxD+-eXw}n+}HL4_!h4{7GV=t;}hAQ7I5<n5Z>RV`_4y
z)m5q2-(99l7U_~GOz>BbXik!mu?U>N1OJ4LynY87!FDR2p-Ky(LLe8QlbV7-P9jZS
zNu$wnelZEg)<56y+$7f4vlcaP_$8=$cDhYA&E93a{bp9x^>Q4bjSsnma8}3jv71>V
z&;6p=gh8$}2wKK>qrnK1LCtu6V>7!Ium%ekFC#pa27aKJ+Ym<LDe5>4<XLyGrTqRD
z*4)+oYa{TDI9~HR=Ks-Oa4EH|oVHth4vuV*OF>QZQ94)j`#DSU3#=j6!J|WN&**vA
z9j3YKI<8XZ(<PjL$Ld*fWAh85L$1S*dtGlEa(l`yU9p^0ECtST7HHR;A=y}o7GR_`
z1C{0lq7}`32I?)!PpYL0tDZ4bH!aJrXV%SzWbE8-GIXacTU|%-N&R{&`-myUmhhY3
zv!x&P0Bon}bQqqI@xf<g06xx+@E!ix)M7|2kHPF8W@d)~8x}t-n^dJ$VAv9#`~$09
zEqoDG6rVGyQ%EIkaXt_HMRDgB8Y{)Q+mFn%S`0WlEnYOm=X6>DhEvdA?qd9su{`8Q
zR(;sP81e{w@CcnuKDpGGaEO9_k1Epa3rI@)VIeBvQV?ooA;;Z7Lsq*=EKe^FPe|SQ
zk(FrYjL>80*TUk0n!zp9*2kt+IuwE3CP(i!UeK<#^k{;F&qC2cav_@gY-2vfdqE4F
zKF-&qF&{p98}rr{gwGf9*lnzZa%2%dx((LkpoP5SFU*}g{shnP^<T`requ4o#TdTn
zCsx0)Ttq4_pq!Gh6n!9`wu>f42LvEG%pZ&Se?PHLTFL%)=L$i?YWbL|6@&&<JgaTr
zLi$eA$+m@j@pe{I1KK8v@7vBAjz23@sD2&syEaC|oA_4SV+$Y(F?G~RpruurJUgSA
zfVc~rho&KN_zW`>5;Z2DmrYl^`PWBSX+C)eO!*Jz^PC;<{L6Pyy!1|ZWY1v%57^1P
z9ak;N=PqeV4L)%vt6o|@+);NvT+v<M$*S^wJK1Mi7SAob`YzVPA4+1ZyT4INh1T5>
zQ9OPZtWg$72g*Y;Ugrh;mtC+n*0*rS-SGLxeBN_6th<}%^Z4Dc?$(Ex#=6^{nyJvb
zduqN|ciZfNb@$JC<U0Wya=V51+XFsV&g1L%z`8pWu5oDzGq1b0d1Br5PKI^2xUeQ<
zXCSiOx?9pPH`d)%^Z1}-$m!>~MowSN=S!1e-JLU=|C0>sZV8mhWiu|wOJ8>{&fy*R
zvPmUnXZmywPu&a4?+6H7WchtEM`E{Ie#e=X-%_LzLOu4vTpsu{EWdYV8~ucmT8~gf
zZ<vf>jHUEvP?eHT?ImjrNqc+Ad_&@=O9;Ryl8EKEq`jyIh_t>-%~aCB^gGtyz*ODv
ze?pf;VbeO9oKRvXAbY#z_m5eHm)|X@VqSiaf{NYpn~V(kY!{_5X%7D;1(x5Y^Z1Sw
zSbj%SD;HXR|C+_$r@(4j9;~5T(;D;JY+h#{EWa;Av)M1dQM34$`@mrHOvB*w*{R>|
zV~#8!8FMbY{<Z~8x&C4Y>L7beml^!bepr7S&M+MPHIus>U_P||M#Jm9;<T35-(}N5
z4d)j0p{>8EUm5FfH`DryI@<cHe#Pe;fD@q70K>HY?$w=X>u(QmR(SpG4?L}?R2z3p
zTlB%lSTbX-s$W?3F(xKdGiKSZzYc|UGYs8TvuOPtm&!t!Qg0gHcaX&^<EL|$2Db(W
z9by&B4x5UO=~%2OR0SWrt<2XPVvUrC)A;E_uzKv8it5!Y=O+t@VgU}s&X<O)*2iJF
z^7$K<t7CeVqo7@Eb5W`<*YKQPQ3tb#bu+XsE`R2A9h1U65!^<m--GDXk8ez4Q<Mo)
zc==yoDf?zJE@gETr)m6)U)Wr4>lDzJGige9JQ)RdfN;`OUhoTRS?y&c)L#DDAa&@6
zz>o#~dK!1jf(^%z*{l?wa+tOEsY*h4247$Ha}lUq$c9Jqi-*}quHTq=j*-0n5mvSK
zgGsvESgI`ULbDOc8AAe~CLLj$VSiXI9gY<@OyG^vnNQ!rUxF>*jtjpX8x}+v#D|5#
zXO_J7Xd@M1k;QAHQ<Cjxu;C|}@J9>i8S64%@-6A?(@sr6EV`X2aVVmxR)`6gKyc|(
zh)EY2|4!s>GGLcF6SIZ8Mm!7_LLQgF>T5?81><-|28&WAe#tv!vM`p*S7yRXb<HR6
zH<_^LJRQ$F9c816FBuO*!kJ%M$13p?N7<(}%K^h!(I|_;JIUSSaYgfSJvWZZPqSpg
z1pehQ*0sb;;N`q=<oDJ?U%q^dwe;*f5w&QoHMWx%#^JK&)9lF?<bvkNWQ5|T7(2G-
z6Ld>sMVmd2PXkNWH73g;<N223><hO`aPkGim8uOtXfuviKEawPcgFI*Cs=i*-8eqw
z1e@e6XD5F?`2<{c<)2_ao&gZL$eMO&EN}iR^RZkTLl~)pt`kwA?ct9y`#U%!<aETX
zudya<M`bZ3^g*YFB*Bn0x0ifnNGj_R3O58K7U_=Ji-JL<&0Ew0455k0zhT1|kv$Fn
zhjmF5rtp5W;e^`YFjUZPow_v|EVMYJvKCd$>(n81V%{chGkK*n#-NE@xTtic{IF=W
z`>hZD6X5Zb1lSgFww-zNYbW9L${|$fLQC1B(Y%BeRwic%03(>D>vLmx6D#W(d=X;k
z3zN2!97KwCZvZaAzh)&z|D4YaKOM)UW?11lwt$6Lt->pu3ux*qoU^{dd5q$(Pr(XT
zFw$^z{Bz#+H1ltRbMJci!)m4#ZqR3-CRRA-bPZz++KNkR8t=c3<i2NEg@&@54g~Rs
zHlT4q&iVq_d?dedn$@fJ(<r+IP}_i#+xEh(MY_FYhNA7G4+FFC`gjU>TH8^<mp~BN
zc0;hd)X%c9H*F}aI>b<IELCgD(oZR@+t|=8KAP6Y*Jt2qH)U-E?{bc<P_B)@1+Nm%
zJI9=qF%kULIaZ@$%5Vfg>*UfA@D<l4UhWx8JzdVjV%d5GpMD+|OBO-4gK6sY9VS4F
zd6#PAiY!_&v$56g>8(a9X4X)U3T<+bjWlF!a&Ueq_q_m5vG@CoFUS4fpbM}nCJ*Bm
zF2JgIWvJNTxm|<}UiS!I^CB#br4hMY8ecVsE{WcthAG2w<LAz^F2bu-Z6K1}`dF7j
z)3~`1f$QTaZL62Mi$LPVlQZ;QXb;+ndt+v@<jaT9cN%~Thwz<Q?Bnp==upaQfIPRW
zsXfaf!#r#q(1RGZ-&5uFb@b1{x+HEm|Kt*z4(sUYORT0R9IO{PiT`?_=_KB96j02M
zRrH4UfByM^b_=t%;x>@azszc~fB4qRte@k9q4~TgzV!VMuXKeqa_lldx~4b6s}10h
zSHO2JUv-7mg^zUnc*1R0;2EYTy!2K22oN8A;luJI7$zooz_peGKB`~R8nO%)Bsltk
zA|<7VOX=&Hx)g*CFfqsyuER25^`T|cBcyh%fmCCfJa>MCH>1V1$Crk3rnc#_*xn2v
zZ5mMT!7^%IjKj1FV3V1S$L<L3hj3^YUtlF5)d~y%YB^G&BY9v(gNhcXgb~L$WL{|s
zvzo#zb^sr)co41KaPJt-E&pSl4G#>WtnffMTNic`4k)V-aF8(;Dq$-<m>>TiYh`Kt
zDaEJ0R#SY>M6i{__ayx8BEC}+48OzAj2;Ikq6d=W$Nh~Sn2k0+LDbw?rarm`8DmY1
zCCISIZcI+TLXN+DE$mG{d~4?qty`1R7*iBNJk7+&#IPexj3i`yY+_IXoq!>S#-9W8
zouK%i=izczftS0+DtOkRJ|N$D%#(9)N`Kz=8oUXARW#OJbi76sg}&bg;Lw}yQr+K4
zqcQ#Y5-_qXH5v6X86}vFO3E%+8PQ?Cr0Y|f84lyiuCgb#Gx>5b`GUb@0PvN*E|N0$
zyAE%{=Rq~W38CFbF~s-R<U}HGAq}I$`S|OQ?pBl0Sd-CCvr#u`)H0l>f{|r_$*2k#
z<tX}f7qww4kZX-fa9$xyF;|^K$Hp?{Qdsqzp}N^#_5LT)t3}Ilv!VNyy>6<etEqlv
zsP?p1T~=7Nr=jX&uR21gdJ=p}%*W7u(LXik2ELJgv>&f}oAoF!i}tz?-q#N~nEo!8
z&$`V5H2y)2pO?!I-G<k;pYS*0qxBu4W{HnOckuP}k9qzbd_DbRt$H*R+QKW6vaUPr
zCBBAa<;T3&@A!JUy~b1H7v+Y1%%gs1ZIqw;^25Kg>ApRC+dnlBQU|-I{`~XYKK$dm
ztd>i^K6<MT?8{^BvO~(ou+*SzHjQ~a#o5tmP|X^!m^yueAF)pTYVtGpm`$18BX!?>
zww&>2msmx|7TwJ2j~h^O{Rw;df%WHpSF`qEpisLatXATtvHlip(@_5316JK}ie`Xo
zkYg`t;BR$EFbwEQ;&?a62JcSGQ}&c@e9l97Kk+`l^niJkgXv&C-VBrXuMdat%MaN{
z%FZr4=ucKfSuQ>uvqS(7XD^zWx)45(5=5=)Ds(-BZlwWT^;7=Xd9TT{)xiz2=6#E^
zit5vOB`ekd6%sfl(PV73xpn2$9x-pWh_`+O=w9$I9<g>x%kKQgM=UDve<7eRCz3Z^
z^5MyYkh|JN3k}T&z?3~EHWUss`noF>oZw~Ou$O$2jWu>XT$(wIF5B-YzT%Ntn(wx;
zHO{NCGSMgM@UY@=F|_ATR)UYqVF7qwU!Fa{-2n}M)<1kt4twWV4hjMH6l&CHXJi@u
zBoH*O6F~f<F5<E%G4=1q>`VzZHucEgtW7cHVJrBXuyEaW@g*yzv~G@sS8DrL>?_BT
zb(`jkzw5-=OL+h8@>}+a@~V-cp4#_6c+41HV7U1n_T$%^5bm+uClGLNdI`Ae<g>uy
zFfeUF4N`~Yvk^>j2|)AutX1mM0`}Os;@z2gf!@|8d$@|-yccdo6fddtDZ6KuE}jcw
zzA;m&!lOzmZ9CPb14z6GgZrN0+hlThv<PGpuwgZ$$-ay@wSyIWdKR=TXx_lS(uuz-
zsnjagY7Tg<=dLtO9au^!#*{w3e0XVPwgNv)bE~xSeVe&{I)J|Z_!ZV+WZ@-iTu><V
zUT6FXbGm}1a4z7`R;#)=xboze$|z?7x_yO~fR&ENHDDc)8yB(^4o?Cp4S}}~KkcG)
zcF*%g8@k;6wFZ8*+N##zzOIUI39lItBC#s(?y59kbNE-Tia+bm*Wt&HshO^dlfs^)
zo^(^jF!zg9buU}12`}%e^5F82p-&~e<ulsxU{$(`^yYp1S#kC00-w||6_hTD0vida
zL=XPTT?th7dt*83^L`%6Z1;dlx>HAQ;dF2%{)dO+TkLv8nRse-Po*t$-{PsO&hQed
z7d<Hpp5O&QyH%hpQjdEn9*Fv;H=_Qff^L-n4l#FI1>V1kGTXUKS)k$2XZ5$NQtDq-
zlsHEv!Yy^ak8(h%vdsl`adSdtoBBU}wqEX%8s?|$E~fnMe4vi9hc)b7T#rzrgorR3
zS@gG$@EnWU@?L$otWy+zyRPzAlSWRuNinj9zYC5mj20ITU8}cEKKF?~UT({F$WJY(
zr@VE9tlkDFotXR4g7;dBu67VHpB3=1K;=uN+JC8;fyy@wbi<k`otgU=?{wV`@9`_#
zHh#yqHB}}lzrISX)J%EDl=<CwK`W&l|D=U-kxk})EtUH2yI<>e(Qky^t=GIv7o`fD
z&ZAl?m6cBa@(nGOKxX9^S}J>7T6fp8>i3#|-Ab9tR;T8-QpzwE%S*RWnz(1Y&|R*2
zDO^5zK`xahJ^6x`insFdUwl~`fd4ABN?T<BgVVU_?UY5u)&@am*faq)t{&}`^%Xn7
z%mkG>2z?z^Qz~%%)RXN2e6jrYpgGybJX4c9D)2K{XL5K#4<#_QSSKZgDYx5*L|+6e
z7nO^xd6_m!V|S+~I;@-Y75?)06NJ^udCemb!Rz{b;{@ido>}Cb8r4Pln=xNLwX3qi
z@tYR;_#OfG?xwgoebFMnU??wlLUB*+(oJzyigjw1U!Z2r^GKc09g(<Zrvj3t#gu7x
zdDsZ05-%90xbUDpid*Sr_b5!z;7&vMr2DK!>byQm52xnMZ|T5F-Nvt0+h@p%qf1b2
z7LK_9zxww0H}Zhby)XX+p2o`aQ%a^*4Ogrsm2DUGa8;GeOT5}}Ww0{xBA+u{x$C~=
zq8?%f{83R1aq%Lb6ai!C)3ba@gkn`XoKFR~-(rt?{2BJBi)VG4t>=WzyR$ra6!fV2
zR^Dl@;-OxgS0XiQl(GqpB1fZ9_fxu2wbR1rt5f{c7-f?4_s4<8(^q^(h$nd~PJGx{
zr74)M9E-iZ?n&J=pT5G|%qO|+3*}4a#Yc;n&KswEp&ZB%t?o5mxxkbIM^bGQl&g#_
z<ww3$YWXJ8{GtDa9(ss+f#6{QZXV@_=O~SN^GS+d%dMGu@L3oP<d={Y7Y?&Fyf#2H
z1U={6z#Zn&@WT?&J^W#g;br0Gs&$f*#(Yy3M#A$<>?*H11rXc=U6_)!1)dO`7d(tG
zJ6#}1oTB(O?s7y&P$^v?n2fBV2xgWC1TPNqoGD5xrT!7_H&tm}A?cU*1&eM?D{osu
zeyp}V2l=F_N>f@)fB1!Oo2u07w)P-8#)U|npR^$w-f4iJ9M%rwFWOceps=|AfeDI+
zU0*^XjGPXpR+^^lR2*-)=JT}qFvtJ%l`^!-Ve}Ojo);RM6?!yV!9UJ%G#k!Cpfexh
zQ5K~tkDZ~^s)}oS&d=`)Y}?$hHh9w{6LsSUzzW6B%}~a<pG-xRG$XGgfbcs%seE{p
z($J$TP39rl49v3O593^)a?Tc(!k5of8dPjinr4e_rrE-eUzn*pEcOQC@yVqXe|~Eg
zEL2Ahr25W=p03o`kM-}@_(_T$@aR7L3R`ddEL!^Vr(h6n*n_=)YQ^ij-^+(UGT{2#
z!FCbmXdX0H@k-5}t9+(ZIg?C2K2VX!y?mHO@ljlNVr4p08~txPKW$MKxc|II2eSkn
z0GPXbF#AqQyB(A%zYwLoDfV!?melhFkkn7RIV9zq+JB+q%an)P_^fCpw&B|yy0eQr
zg|piDNtx+?UG6ZV-}7VY{}FdDa8Xrz<Nt>}Ghje@iA)i%hfI;Yk||L~ZM-4bjZBd|
zYGkQoW|I|?Xpt$Bc_F`wc#YJQOl|UlWL{7U$;!yo$kfOyd5bzm!2CYnnXRDzdd_*C
z*LnVruUEa-+I!vh+H38-XYV~jyHsPVkMY6sjptuCp7On8`8!uLPssLW{#qAZo4K@{
zE*ZR7$lP?}vUFpdkNu^Ebc}R=+GxD7^9*CEk8vb(<F>bq6+TAK1+w=Y<2IQw%NS<-
zylCUaSw>^NHaTDF%;8M4ZlP{Nu+(nlQ%?rXF<RMI&)1TU&Ncof=QBBAteIofsn<VC
z8^Mc&=J=}0k}u~N^?lx#lXHxgK2zkT3}bk`tOeJmipkpeYKD>K<5Np+oNL^1>xQ2z
z^_Q5<`$E6*+)ulDv^+G|h=_cVdd(pilc~Wyr?Pd?wbx@kDT3bMdQ9Jc@Jy7BygF*!
zYWTh_F_~NirDn*`c}7z`P)d6-hBiu`=gHz36F#1SZ*Iij=1bEB##2&no)J}Vt7xj~
zEgUm%BgM@3xy3q{72c_F&=cg(HO!TpGL0x>_AGCeb!JspnVm_Mwch@VDnEF8BULUn
z?ueRwwbZ(EG`Q!~NL_U8j(+ttJNn|Ax}zI-cG1RL7a3E0jCM0NE?#Ur>r=04hUTem
z^_sV&*-~S|EyHxVx6z&7@)kd1hOAx6$)|pre7e-==RZx8@Ck<V+H=c{+l@Zcsy8BW
znGtT3O_d?J4DT(=jGKInuhVrH?WvzM{c4RiZFN|>&PZ7+hC@oTjVQZqs*ayo?=q-*
zziZrHZ&BLS44y+%|LGeiy=&Aqe4gAmbA=IM7!BT#$oDyzR2|ZU*Ias>72j3H_B-x;
zoi*OA@t>kW4sg22+gVpG1n+uV&(@P9<ReZEtKKyN=DaoSmW`cP8~n?DZ6kH~aD6xV
zYEg4v^%iw*vOKtkjv4=o9%CBG2X7kn<n1-alSapho@0h}Y;vXd#q7=>7%v$|CTv`b
zK1Rtz30r40F;Y{s=WdmhGM~B<ZZ&S)n6l1r_!tc*%C7ZBqV1Og4jcToRekCAq0!pb
z>J_4%U#dF)qmNx?eQ5NqACat^Q@tNch<kgry)<zdU)^!zgsbg7?g{QW6{%j^1?|?-
z1v|!Xqzh7gZfNwicLTf0dmD@kHtWk~Gd6y>(FihZ-;BS~EaDBNe6!Ifq~HZlnSXZt
z9IvCH=MBGW3LQ4Gt`%>`ebCmpb>qQY;|U*QsZ;LB<2t#6bL0DYMug8DjmByHo|DQ2
zPjJtvKI*k?KEHxCfBB5J@3%cj?{(g4yz67k8YAs?8BU|o7#X?U=qRsmGZKvn&v+Nw
zpV5Vd#)>hXL$D0oVN4CIc*blRpTOnIe5T9|t@xN6veT$*7=It>&H35WnzON#S+(^)
z`}oK5LBIO8$3PuiU7ylcdTx6>sPWd-@je=FSRL=8@f)h+tu+4o2)T2&(azfHNpsvx
z)cY(3F}*P(f8X!pD=T&zcUU(im<c>LVrCQ51U7EO{3f^TF`8NjUP;h@4<&Ro6V&$n
z5E*xoygz7GSDNiHf~=RHFbmVP#{MTHZ;#QSahJQATORH6<{f?Tk(ky$b@;B&_DU<S
zFV;Hs`0$Mv_ZVMWHzpSv`G)lQ!dQ~BQ@U|xvRFE0c>QUv*VOCc7tHuKrU7qz)4gZf
z+st<*|F{>Pv<ypp{z=OViHQ_%`Nslp`q9^#V!3X?|Icy$MB4vV114wEBh>#NYd~+a
zYd_Y4Ym~d#j9*z^Q?1`pbHRTn{>Zia@_(`+p8EeM8MU4NfqW_5{v!oFab1^>yDt8h
zV=U!gbYbPcThL#W)8a3dUujU>mB1Ab{tqkcd0oEP%#D#nMrWUtx*NP*{I`w&yWali
z^`uz-w=4dy%V&W9*9rcY*XsoPPdDJ6Kkw>4t;aLLANdy<M*fTS|7rtL{yKkC&-{M-
zx&*7u`1TDO{SO)weNy`D_m0keg<eN}<+bVO*T$!t@v)}MO&$BZ>5iLD`obG;@}<{2
z(<|kU88LFqNaxFzVf`)oFU9i6x88*R_&<@o^nX*aS+9<g>l-lmn}4rIUj8@J-EH=4
z$#v<M6ZeeLd~?Nr%HIF}uJqLZ|LKA2d*t7Z`}~^~?>TU#ht1RAzgxk7H{Ctgb$QHn
z@qeWJn=QV+;uo)O!Idrf@448_pK^V{e-(e=e^_DD>$bS986W-R%ZX2pc}m>h8(mWt
z|Ke@^y0ZUWKl<}}QY`=575~@eGYS6d1pmwHbrSxk8?g7!yZTS-@f-w>{fi9${1@y0
z)dt-7*JG<G+t0<qbqTtf@dwIe|54+gK0j|PIA+ZCNogF`-IIP%>uX(Y#y6XmnC`yL
z26uS#{grL5Tff<io2FQ@+j$H4EAPK<{WE6#inn+4=I>w{ZTf`iLemt}J)OMiy+&Cq
z9q#llxZ5<=^cmClP2V<M)!CbVRcFa8F-C;l(bXHD73p=o>DQ*C&GmOjO4v`vl(3!m
zc+*8id0l7P(p-Mt^z(b<u%<8U=1u4LyVuR8ZO!GEO%HUFv=hddu%!FE>H7EZ`nc(S
z)8*#+)cdsj5V`lH@o-q(Uf#q74zGXjX%=F7kGZ~4FUdV=v~5$Xk9Ymt-d;a6tuSqG
zuCLvvyX-w-G{191;<Lk?Z9PNHGNG?Glg+f5=?K%MrmsoeQ{2u@KV<}_q(po3Ofy|%
z`l0C&)3K%*{k-Yt$C!29@AX;JlcuXpTle>_f53F)m}b$>KRYHea=@^}7oLpVc<X7S
zyEP?djyKf{rdv#XGQ7*Xo31te)pW|+-t`k+u}rWui)?0j#oH5O=6jd#F!j&$#veA#
zFpXc}Ssq|{#~ZM0Um(XzjUkb3bG#W|H7zi$_r7;|tZB#^Z~O_<$!jF(XQOlEfKR;3
zUozchT5Fqk`54pA+r9BuOc!k5c;;tgv0w1z9-b}9|H`}mru|+c_IIDdTe{XImwRA+
zIrgj3$}q#te=}MI^J<X(o0;!5Y?s&eTRr(2&HSe~?pxw5Z>;IWdEWJ3n(OEO=v{x*
zG;6lE-a0kw;urVzUu<)4+C`@M&CRmRZ3wb^*AFpGwR_i(HS2oNY-6VB*c0Bm+W+p|
z#^#sVMl(E&aIjgg{_Ma0D>pUky<7jdfd13JG@$?DOj+-VU-{o8dx9s}%xuS4&$cy|
zX1^PQ?lPCrhAYWEUdgl8Tu*;ovtDM^^Q|wte>ZNv^{-Mq^tL@nY~{u+K9?o9+-Q1(
zS;Ugd(xcqC%g>C;L!Irn$lK*cP|YPl(zKr4U-p$70ax-3{auci8;|+?E|Gs2?O+t#
zV7B|h@3QO<<F4jcqt`a~%I4H5mvWM&w5xOnhFL7(oh#kNtu2-ocU8K}h`)Jnr8|W8
zO1_J!bUSbsx8oDliIwgQbyB4}5B+(XP>k<jEPsLgC_3?1jG&z6JYtB&PUysV%)s&J
z!jyahHhvCZKZat+YgC9+F%io!0|%s1AuhyXe2T{(wmU4An|K@&jsq|T$6_KL#B}t1
zqtcy&5m<;luoP!tU|T-tWD^MIaJm&^uq97#5-}Fj@m0*hnOKO$Sc(zTD4?Ci(jUVy
z17q+gCSp0JV>h1u<X}1$;z}MLmEn2}YR@H334w_A7E1%3BgJAzbYd)K;1G1-Of15D
zEW;xh)Pb@1Ci$@r#$qHoF&;B;6uNLK7U66xLl*|6bhKD@5QxB|7>j4niFJ5BmVv?O
z!cZ*2!B~c)Fo=CU6(cZP*LSv9md>nnS71Jd+(koXRl1{a24>+V%)|YdQcU0v0u`u_
z1Vg$oICviDzzrF6C7$A8Vg|0{>0=%S@l><~$1P?TbhTJ^V>l)+Wf$NHOvKsC*af(g
z2go@%mj}v4nEo#H;iY#gQ`{ku7E97{TBxq9bjM>cCSzM3i)Z7Gb?iIby`C-C_(wGK
zZsHqgC}wV^LM+Iop;*qF3wap9+Z-j>U<VE40x2J3vCmF=7}IyAkb%G|7Pznsi?A@C
zig4a8D!PXXF$%YRN`ugs2Wo{Fzn64)qL6g=G95oB9k#`IoU)G>G%)KcdH`b%Q$8-i
zG8~)oJ^S$Q7RzCbz$r&)A#VDC7UG(t>@y5H#ui}~7UPK@=|b#NLdD(K0F1&0rIqdk
z%sEHb<J$9V7<RivK6L!TwB?}O>YwxorVPAHg#@PlL6_r>O12P}yV<uKx*q2Jh6p@>
zu^8-A<#u8h%)nRCg>goey9iratK1bB%FAyF_c2I$Z!R6T)gm26`&YS(aSY}-nEw|D
z6gikSyvb39LoukQ#bV_(y(rvQmoIOiFR%FJV0$b?C+`fFVckYm?vP&WvJieC443gP
zV<P5bI-bHD^yS6ILTrYm7>R+sQ|LMZ;l1fnjKO-mm6?d`o3VwMg?Sq1Rm&258f|?n
zmLd$rbLhYz-oH%10ho%DFdH*5AGcu%#`9vRjj#GH!q5}~dk7@pTf8}%j(4`Ct5C2A
z*I^m%!=Pvy!Yi&(n1u1T1e0+qX5l%^!zQihYJ3iD{pb-4$HN$dwOaGl$wUH6!q`&W
zfi7&)hKlhhmSO#HDvseuh!MC5WARgTV(A@JthQxKu?kDDPCF{TpRs_UcrQB8)}9{5
zF72yQ-01{Hu^<N*VIl6vQuOV>KI+e*7{hTT#-NRNh@IF2GjKe*FrT;bO3-pA6+U3G
zRA3CY<n_Ho%*S+$yo>tq!MjqZkU%yIO7Y%Ew)8=ZWdugx42(q=I<W<BAZB4S=3&ge
zREULWd&pur-kpZx8D8j)#j@V)8XOzVSioAm!(WIkuoR<G2n0UNAnZ?t82ljn6nj0y
zAi}IzT8d*IB_kfdQoMkHkI+Mpkq;;G?U{TG<@;x)cm{)FIfM^ktY9)<MoYkAOvUBH
zDHl_c`Pya?fg&u!%NX=1Tk;ecvGdb32$y53F2`()<lCo(I0{Sg5(W*ROGnWlT!OK9
z(`b4CyCjkiCt*Gw#nJ)H|0KS=9rPG2#R$CjIVwc`-gYv&Fbf06kr4}>WW+iz&;tWG
zl3_S@!x+?W;3r}}reoZTY$;yALJZ?o@=_d%frFU;nFPWIaY2AFSb&Lm9Mf?*FN?c0
zjz!o$i6b03F(i&H=2dP7j=}^?#Z;V&*|-w(u}(4-<8llf%)WnxdQ%9jBoKo^6R8*-
zn2zHy2QOd|IvK1LIAs!}JD$P!8u{=`OvK}uuBMU?M@(Uh@$YX?;o}y|YZ#8_F$UXC
zWBxk{R1(O-+tV1;*dL3rRXU@3h{ZA-L-8QS;D@u=H8^xO`Ea685$0ei>TmFc|AXl{
zk1>F;=)@72f%-dlF8pmC^S_9|l7(y;#x0_vq3r9$bSY-M%a&oC_sEDFR*?~HtLYJ4
zk7ZbZLBlvS=P+pTIL70$HS7w!@Bux7{nye^jbj-WuA@tXhSS1LWW)<w*oQdxV=`h1
zW@EFh>_dDBOK=(5p5OxG6Sfp9wy~ucw1b|(ahQdH`Q*b(Sb{_LvMcxuH1P`tJGM;u
zii`waLMIkt7KZL;S73iE#-nI^lIwyZD#Y?{$cM29$cN)G1GCYE1z3cau?(AhONAro
zX^h7+n2afP4pJe3#oy62IO7NzaQ9J0_fzx;M&WHg(lZ!Q!XU$+u<UuZ;3s;}X|beX
z1b%_Bc;^Ym%3)>&CSnR^bYk$L3m0HfC+7eA1j<;j1%o2!a*V*6PEruILMKLI2F9Wb
zpT;6g#xhL9pgS#=%@~2FFcw2jksl{w1};Sx7GTkxDRdEmG8QyBO#z*mRv3ZfFc$OB
ziN`TR*Po#PU61j1@guRAjM*3%#aR>+?qQc<Dpp}(cN%h**@2N5dY{EI5FIH5#uKQ(
zbPREDe#R(_DWxDR$8@aoGx44r!O+3=z(BNd(i(^Hk8o(kWITu2*x(!$GXFy{kl7W9
zLG0QG(Zw#zz?5PFYY0?e9)>*4c^sqA_dEro{;{KE9EVxB9P@D-mf&Hujik#l6dPQi
zfjAWta6P7C$BQ%!V=y0+E;9d12&`a%Z4^f`48@L@C;%OpfclrZ(s3!ea4i;L$S>?V
z?2JL9nU)xZ2QUG9l~FN{#caHQ`Pk%F8jk&bW&Ya|Ikd7M6c3;SPhkQYzfm#vL>I<l
z5pKgWJd8olkRBuOH;lz@|76Ty7G~fEbm5m+gtacy<5)k1K*$(cicy$|@tBUuScqA8
z0`sue?;H=XK2~5ThCIu$9HTG><8dk`<66u@qn!NMA4~8>w2ft2zD^*Nz+!aZW=y~$
zOvSc;aOlK7ScpTg6q7OVIZj>}jzt)QzhNRasG#TYPRzmkun;q_6qjM(IOhM)1j5I$
zMU@nQ?J*GtU^<S)99)S-xB<)X#wxo0d5fhHMqnbwViG#B5Hs)ux-h^^er%6UC+8Z>
za5Dd$1Y9hbp$Tvmmf-;mdVy;=jKG`tn~Jd*fleHR8Td51a0wRSZY;x77&M-IK5lme
zHo#cyh)ztvj1&TC1YEe*aJx&e00UoSU-L&GBd`U=q63{c7Bg@Ox-b`uu?lT3Q4xQV
zG8_kEERI4aW?}{wpbHOTN)drt{Ef;o?217zb3nofd;?=~F7j%C#o!NIW?)Bj;S*Sd
zORx;LVNjCA@)btlQH(`j{@SJ!+hGPKq6^b&xjFw6Sj2)d`~ia|Ft7Q0o)Op$W3fLv
zaWiJ%Z|K5W{87~+bYK}KU{Ep#DvZEM7>kS0iH9)*^{<+`Fg75C0thT&K?Qz>A+K00
z-(nQ%AD@lK0REO~GPcAloP_z9i6!Vl+e9u*_&ciMSPx?`3KKC6GcXrj=*QoREyjCO
z2viWbfT0Y=VE&w~1IJ?mF2_`KVK&y`uk7YyDwg5n{H5TKNnC(n6rQU`KJ0cg`7jBy
zaX04UDJ;QW{9)$6$;|(u1i}d<VGJHdC!WF#tjix+c40IYVFG_1xdJC*$g4~<bYKL3
zZ8-slV=B(XY+Qu-cm_+b2Y)8o_8PMa!(U_m8^Kh}f+3iQ`!New^B1r4F*<~d7}b~-
zr!q}391mj*R$wB=HKD=iL>JD$B0Pr`Sb-t0b0O1|p28s*|2kdxQgd3&0y}^5JO^*a
zLTrwu*d7C?uuCu;yYctXV=x{QbvdTvOw7SDEJWW>@?#JNzQNTphGXb$3`)Eoohbwc
z6Ue|9(1mYd5w5~A%*UXq6pRsQw4?wGK__;`415q>I0lO_9m{Yz22JBa=XSOn>$PIb
zaXh9Z6PQXM3o|hfZLR5YU5<fi%nl640*t{^n26)Us2Kg*P%#d`Vmyu&xICOeJ)P-_
z4s37-V+6ZnDn4)r^FN!w<1EO>L@dG7wp5(X;K6X*hB0^o6EUzIU5?r4!h=|ZMtimx
zQ!(gG@?!*U!dR@;foY8OF$=qOVE*S3h+{!9I<W%tF?0rl5gqskCZK;uT8`<MjVm!9
zH(&{N>BQ)Mi|K`-I1wE<;!YZluVOmR#2m~?Ay7yl7fZ1e181^tJG13D5MwY4omhk!
zxU~xn$HQ2Rr?3Kl!;o1VC%Uq)F%09;fyp=ovv3CHVM-Q(Vgehm0>8wN+00jr!dj6O
zfGsc?`(PGkVjlL0V$1PCw9R3*+(X0hRgA$7f2ZO2G-hBLx^NyA&0+rgbz`5gpgsm=
zu%#G*RTztHyHfy8$1GisdDx~04aX#`K-YbA`P-D^pv&=gOu#OfisLaGXJS6)W69gh
z|I-9)bJ@b46o91|gUx!e&+su!$JOY<FR=()^rqn$g+W5TKJ*xN>`RZ~L`=raXe!1E
z%*XJ4RE%jDm@<#cZUW(0h%q=ghKg|&ren$dRE%X<gdO`+F~(rfd`?Cff$w509ziFr
ze1IOqV$8#vAEd|dDYRuWh%qIUz#;+;T#E^~15>dGv++3Q<82Soa*ROR0xm=_6puVi
ze!PGQSpEnN$Dmk7IgZCdoP?z~8w0bLzOl^za00)vAQqz^rRBIBGqBSDwj76I5vE}o
zx-e)VmuMJ)7cdt6A0t1G#th6r7cRphT#IEGK9Ky2IQ<Sxp#TDzgV<-7gUPrRv+zsI
z!!uZn6<C4w<CrCj`EZI+*b(E=fyp=kvv4Km<9;l`KhU<sVtHmTyBv3?5Qrsk6rEU(
z8CWZxmgB=%gr^>-<=A2fEnmu(U<8(8EVlm#`Ek{7D#kp_!(C5MF<wI3G7d}$>@s{1
z9hlPbNiq@`f*IIs1R3#hEXHK4z%&ebhkb@o_$|g`t*6*xyc4r<4Cdj$kyMOx(Uwhv
zF%(PCf&QZyE7{EdJ_J%(FdVaSF6QGFEWt9gy~`j=q|31WGt3gK97Dsg^RqM@En}$|
zBd{3bumaa$=yC=#I`9G}U=^k=PoaS4sF($AEW}5~(bf182Cd*oh7p*Hu~>voyzzM|
z#xCf>RalH|oiunQ^B=?UCyc>gFcDvWf!Tp`FeimT34ubqgr(>h&-8eYU4r2_4`a~(
zMJmP_n1$P3qNmXIGChThFmM&iC(vLFOs2uu=@oVnzKU6xg?YFfQ;G?EO`rn(C$f)M
zGkP%!3osE&F&*nOTXOJjEW|`C#n~8`qh~W3j3+P#FJK}LpF~gTa?Hcv$@COPOm?TZ
zD+ml=LCE`@CNT<UVmz*YjeUewn2pU+*<$SdIu+ww3|zzD!f?#R7(9uI*klR~$5EJr
zN3a+zZ?M4__698s`G6}C7DVABjK_B|8TVrrR$v~sno0q90Bvj8LJY-@(->UX4HIw(
zreZ2)V=flr4_JynW8gZy{!gRj1O{RZj>1Hojp?`qb1)YR@eeG;w$mwKJ)dAO9M@tD
z?!ZJW!gM^2Ian*5{CF>x;bR!|A@lz^0ucmOU@RU)C!W9z9Q!7t8#89G<(P*RSb!le
zKHa`W&tdXRdJe;8vE}H%Y#f03_zITbDGdCGOSRcF{3GUn2!R+Dbj3t`0@E=Ab8rI|
z;yEnET5~9116Q#aj(^7(9FK`O6Vovhb8rt9;x|}|H)W82BO8hl8=3!sZ?okr=!j07
zf?2p4^RNVqvE^L095XR|6Fq@3cmfkKK&Tj_Fb9WYAs)aA`~yQaTP!!sqsK55<5LK<
zC6J6`F$))C9<Ie=Jb)E=6hm@32h67cyc6TGHzwm0%)*nHhn+I%a-4*LTj)^?#|;>R
z6BjW5odl*5$iP+T!cAC&`>_l!VNf2^CW|h^7>vay(TQ_016}CCtyqMXh2+PZFz91W
zyBL9;F%}0ebf>tT1Xi#h3(GJcYb~PX7>2g3Gyub~0%NerV!9l|F&%qh4vxS=bYdxP
z!@y50mO~hh{!7S@tuPULEJ>jN0wY<FgUhfGbFdV5W8gM^zYxQ*!BPsqmY9eROvnD1
zg9TWK2eA}SVBmJTei>Vin=uwopcBhd2xJiG`VL)(Z(<P!WwXz*KZfk!WPwq*7vu3)
zOva(_GR<%l=Ho;x!EI>U$?14G4aZ!J#e8()3CzHhG6F6FH?5#zY=C7Li9z`kh!MC1
zW3d38s9&1Rz-BASkG-%6r(zivVaP7F5Tnp|kA|ZIlksuP+Qs~zK_HI>IarJZSb;|{
zWH%M8q5y1*@z?{CF$S~nY0Sg49JU;@k?*fsDli;l->2c2j7~g)8F(IDdr~ZxXV;LC
z1-WSZlzoSxSc(qJ{D6IpYcL%*VGf?hLcC!u`x=K~&}ZypjKbp>kB)UT7$3zfd;;_E
zM=VVt&~`n8q<}5La2$#;c;kn(81KRi9E&cTh((x%Ww;fC_R?^Sz&b9r7~7%~AH)nC
z`VskY9v0ylOerI9nLtn>cPutg0N#qR*a4l`4KpwuUAP{LaLh(}>~rQnhT;Zv;MbUd
zjW%&Ez(~x-KA4YbSc30tV*cCqF<4j-ipSA`mdzA^L70j=Fb5A{A-2e6%W({be8IlO
zD4dJ&xCfK*GG<}$7P=gt!D5_?6}Vvw^FQQErUeV4@EFG91x&`f^C$pc!#rGw#kd+P
za2JMr#RnLS!rMP4Kla6B%)%_p$2=^-V!VVESUY7a1?=aDhEX^Y<8eJEV-;p$^e1#3
z4#X0iiMFpfWMe3PfeyTP8$E}UFcptu4i4B(#W)HpZ~=xCG5?DQL=m`z@#wpQit$6t
z#$wFJ3M|2fJE`~^MmvV$1a#onn22ri87nvwU07=uV+Ffo87{}518nea#@Yeq|3Ct<
zEJ#Er9>r`d$9xRhL&Z211HZLc=3_YSz!*G^iFg6i@y1WtV!R&<aSE1V1_mBv8e=&A
zfH4P||8+j202Z{sbnJvVn23e=3YOw=3_QdKivkM3M2tb-z2wJmOvmw<gIQRJ2e1??
zFz_&Eze4h3Jf_<S6w0yNtgU<k#lNMsosUf-TUuLMH$PS>t5;hadfu4bC6ilPn;IJ*
zlY&mxV0$(*WSeZ)MY)ejWVAI{Dq31^^AD_akM`s9K+reR=5}k7l$$Hv{cj?k@y&gf
z?l;w$V%&G5Z=ct!*6ue2`qknBgkqfh_g3>t_l9<)D?D&*y7$^$O_xQw#t&7xEe7c(
zeOH~XC*}R-b2S}De#@^9d(&BMo4%91w_6+Y(|@OLr?D*`75`S&md2(5Qr_Ac+%AH`
zmJg_O_a)QS1{#j5g*kor1kU<IR@*LoClgv(8wUhEW-ci6ENECepHu@`I9yX*rbbd3
zvmcW)t*lLq&5wzHYirAZ!2>JZD>Ol^V!69DO*$-tTGJ$BkR-LXHu0&D`5JW$l3b$3
z!-M3oI&_e>w29GwkOYTe(jbXc#}1M>brjjv^@Ai6eYVNwFl$qveR2qlJaX&OQ_`>v
zOPk5$aBCyqC_4wFIEiaRzHV`ngg%MhRavYW5huC2Dm_jPtDEAaybS{)XK<zT8*Odq
z7wXFajL6*?)`q?gA}a?=W?zOy0^vMqeuuS@J(b`FS$c;x#Fx;fD_Qf2EW47mgow+`
zYGc@Zs#%-*?2ztCK0gq`CXm20<WfnnRSRs&Hf{&&8p`?O9@<mFsw<7N+Zb1KwS-3Y
zP=fO`Z6iMi!6{eLClE=!(xOx%V~8vmLrK|0oLAQ56B%+PQbME;kv1!s5w;unZl<^3
zP=ftgt_`s}h{Sld-!Fk+@BWo?b`iy<5=kJ^rW=W}iTo(r+p!@9atw@5)=T-T)?h!I
zKd;)YuaZAnYbO&~Ok{5-A`T)e&4@jL$a<O9i9MN0FlW7F4kULr;YFmGKyKfBBJ<Wu
z<VI_-ZwcXaZ`jWkz>(Rk!X8Rwj9i>!y;Y8WWVP8H#9yh7`y~)hC-HZEDKVAElJ%0d
zOQ%2K<FdU2oA8qyQ_hJ`N2rkIU>F}tc^pl01affuuu7))VjB{O)F(1pBdJ8XU0IV&
zq!*D1cWTRt%=}RNmsx{r+X#Qk#HwV1*+PmXpc4~o;UEd?#IRg4NTSsSaWYE1=|f3V
z{XUdc$Y1vStP@QtlhevMxgi4nDXk%}L0qLfQVVTYe4n(RWevL7b11rz3;w~C?!W7r
zhl*uFgtc*}9`Tj#4!YoZUK+h}4AW!I?KO@$WQ=*d(!EXR_Z!8sS2LEdAW;ui^RLS|
z+_-vt3F6?`YG|eVab|+eRV<C}WCMqckjOjPkl7<7PHpwHB&p+`mQ3`ilFfHon|7)_
zs?yDQ)MB%Le@(-T&pgF@4z9M^Tvd|pH%)iz_Y%;V@~4iLu+EgTPx^LdXLU}LQACaU
zV<Zhb4IESHepuTRR-@eLbn9z2>wUfytvyvlxvx4a-E(yNrhhNrQEsPm<9V}JdummU
zjP#UIUfrP3I$U4BSn2*lGk*NNw7H9ni;~QYzx;JZCmE9_@b0o^^gSXIG-FG?i_lJM
z?0MvxF0kHKW8aXmEiYNOvyv|Ui0svjonNhVch!<+T$iz3jeS#>8K27Q+gib<Bhsh~
zeK&KBM0T+@X;bn#uTyKMetT^J#xn1=hOjQ79-j@SRLX>b%=%O!g|f5@WAK7(SI)^X
zXw!gi9dK^1ar*h%Q-pSND4D)weIa4n=_AsnD@|}tmFTY4CSeo#8bXzB!{r)H(39&$
z?>1-?oHujf^}dwf!=%k194lSBSR2(YqTC?9bkI{bt=A9o9p!e?Zyh|U3*vsL?o2JO
zPjzR8QpV6XE8S_DZp;tTCXy4`4(S`o_Ux9C(5Zm$01VXCuhu9==S%<UVq6qc{#K>?
z7TqV=Kgbq}2|LBR|7$tQ+P=Il<MLXb4$<u?3F1S@0-YYgEp4~(QENe^`wRNu>cq4b
zcs5?shO$0(kxrdpUkBkui*)(~`z8<$TP(SRYiCnl)Dm-k^f)T3@1}$OmrB9iOo#`U
z${BUjQt^*sz8sg<QOuXnY>6h?X+(CVdkkkD+oMOT`^!5|{^3W9bq8ipSI%m4p6oj+
z3!>=g25ZdW{&S6t*Ugg>GM15UrtV<NF*&Ol<M|STXM(jkR$b$D86)a*KbS8m{HR@f
z?=iXi9x|5kZ3WLfdF9%SHRnkx87nrJ^CaV#OxKLITyvi6zAj^pc~V5i`g!I&xo}Lr
zBcl=ao(?*WUGGWoz08-{ADi=~_VH_*USqyE8c@(y?|kt~Ad*C+QLLUVh%C~`GuDQ;
zWfRHT`sdedy5I9zzgv#oYi$}Z@e_0IG(Ro@f44Sn-GZ-Uc;-y|8qK(F&O|iiUWEL9
z52x2yf`Kb_#s}BVpx8}(d&4tlCLWgsl-KD1-`4QVnc3HsS7XkUkkQ7sH#~D@`EfZ*
zMq|Wo@$W|ej9VdL>eDME8avHhQRN=TM%Z#|6sWuSY435xGpK0QQPQo^bh~LuH!X0b
z<WfLDE;UWo6$g*Y=;54COM;o}yJb`_y})S1=d<0F60pqLu(pF0j@^~+cXYCzIxhXX
zTN}6eWKX4guZ;y2*Vb>{Zo4`Oos^QjqDmU|rxX{Z^x(TEcj-V){!zA2it+G1IozGC
ziQiZ0zE20@;vcWs>(;JTPidZG9HqU)ms1vMx>_aDrU(7{b5SLKd`wF$sm`eTX-)M(
zM4K_`K&AVDZf$0XOdzAt_FKv9L4UUYR&v#dZ{@Js@mncZ!@rf_`>^G=5~+^=R^rsz
z-%1jOE&8_7-9#&1SEFM3-x^e1adu-S_CeWkpS5M1g9rKgjy53w+Vn=6cYo=CEF-<+
z5SNJS7`;JF_}s;>{EcSC)uWa%;%etcuzsa{<>2x)mf$kEs6nS^X@{N!GYA&QItNGG
zB2A~)`lM<4w<1c-(x!ZKZBw)fK~1>{bC@Q)&xnX1GVZYVsydeN5qYjBlVvd92>Mj>
zpDd9DJsAssuwc3NMR|<^btlaC_JwD%k^kl5N}0Y(hZ>PB#rkn3xSg$;#qv>crJHT9
z-p+yEPSM@&AnkhA4<~GE{FC(S#hIj3M)u+eTmO4W>%~q9`CeA3!QV@P8uq=M!A_Ci
zSGph3e64?~9v!{)3WbII)AA#lad-Gix;uZ8yL&S_W_~Ymy(wtQ_mYHR86=peTiCru
zLAr(0tG6(_IqQGWQ5Ec$PuTZ|N*TO{Jy}Ae2Vaufp;cbFFf=~Cx+iTdIA2NgKJ1}#
z=?>NwNBKlOijGQP6=xex<D7yhCWh}=h5As>Q$NY-K6HH_zGP+51<5rUriX#ws)tn(
zg)}?P2Ny0c{K|;byAlcd8##&Gy^#x#2qKr|p}y?lOO(oeO^a>TPcose_Q!Gk+}6a%
zJ}$ZFvq82;^I_mZUu!Ksn|Q)?q6r_7hS6-sCFu%AvmYfcnq09zN>a47WxuI>6YSoa
zo$zvXBeU5T%UR#4=K3+-_2Dclp>?^ezu%x)@BAcZqd6xXl)C-su9!vMV~joGHm*43
zp?=oejg==PsULN(KOvcF`;(HZPB|%u)#Q^>j&0VStaN8;nVYWdK<muvi=)t%+;Ta?
zF451l4kBS!A_+t~Y9xUpTsF0LIm5YLi~F1%6hqHVER}*7Ym-N&@NG9A-BHJD)WZle
z%BuUIjM9ewT<M-vvk#03o&=tu%KB}rudheI-x;d+a|B#-q0(JT7qmH1J;rrt{^8vK
z&6rBY8GN1Y22J<k37M`L$Nt9G=(MRjugmysb;cqx=3nNgFEw4|3HgqUM#LXdem`B<
z_74f}&n#>8N2U82-L$(-UfY79)rZ1_+xY}pQR#kG(>-)jM)#)$8!Gu`pDq}EUB;%>
z8C_(|t>WaVO@IBQY#}3eDGv2#d}SF@P6N2!YWM&bl*LAs`xY&3&UMArsxB^}6$eFY
zmHQ>#pw+bF0XFESOi6oySza-}%KZ%8W&5s10XmtUsNP4e*33xKZ)HZ7QP_HWm3z4s
zcJ`$FL1CTR*Q#>w)<T+{x~4ab&E7(Ee>f;)AL$A`y>?3aJ!ozG$T)v9<D-9`QIDef
zz34gtRqmmLs}CiEuZ|FH-Gi(z&=w`0k}VY6_tK43?gP4D>9qx0KdT<%B^11*PL+G$
zH3dK7DOfAEwc)0{G=GSLLovzDXu}WC@Q3KWMfGIVL+pnAGVLK|UhvJb>JcuVU1aHe
zvlKjHZ6X&Qveq(2+$`m!Yd!wvD)$>&W?7B)Xg9x7-Oc*_?gP^OVQbSCK|xjS2d`;X
zzpLAuKr%;=y!tR_*fi3$)^^!WS9iRgk<HPho8cmT`Yly*wiO50A|kF^<Pw=5DZQo2
zJzq25TqCp2qIB=r(afQDaGU2=US6-+m>0cm*1f8YNn-sQ+Si>=%jicuH}9rBLJP{|
zJuvD7Yk#y1=oVb%-loY0oR&W{*+FR-OR@^-s+7qfrBq%9BfYU?#xmd9H<4U*c@sIT
zhBTFOwR2MmeiUPxN~AiXsl=&6no5#7ps8f4{hLbeqt=$(?>P1-#rifAV*s}}!<$Li
z0FHzYHsgJLHp4clMi=OA*<Za|V%xL6x%bwQ-ASZMW(}aFmt~!DM!tf8VoG{iOUhvD
z1~5WGnoICwv|x5~iBxN~kT^BAg(Rs<T1ck4wuR(kryVV-+%IbZ+1EAY+3Mc5b>M2{
zZ@l@h>DHc>fPs2UV?jOLjd|B*<kWO^%*2v0F0{(MOZ$KCX&FpLHsIxf^hx~fdW(#%
zx?OVBwyor_I=i)$tD&<bco4P;lSuV}Fp0x}1z}a*n?b*w)|)|`3p#RWXjA3p$qn~i
z&dBOPbi<%<DbQR`gv%LxWK?*S`>?h)=*+bv_RH!)7Zkx8mTjxtkrZ@w#=lVA4Y8as
zJF|YgR`j<sGB}PK&#5f<&c=dvXXLdw>upB6PO>VFcII`eayPcKV$2!&T34*<qBr39
z=-Nes2V<SLBoYG`b*XYct3|$l=02JEkTvKAodF4V@;Fu|4`x>%l%)zMe`u3O@>fW3
zwS~q@SNq#Wrr@qs?)S7oo6kr<JO{h1d#c>IT7JE=*KE46*1Kt1TSRAW$lP1yUUyBw
zIadqTuS#uW{ZwDd2|X(lD7bI4o>lG%dal@XZNb*(yq_er;A{$Z_Tjiq-(PL9b*ZP*
zb$veT%jH<SwQ0Xr(flQ=YwDlwsb7=X?&8)d>uE-HF=M^$*W-bMV%D&Jp{6Z6EBzj4
z421TRQI9jkC-&nAp!?olTHOJjOH->$8=?j1SGVflU*+zv=^B>G7A+vEzZ|B3)=B-V
z+)K6OyK5An(^b4J@U*ZCA1b8z5a#6C2h5JTzf}4Su{KVrGoZ@7Ks)N#wfU{HsyoU_
z{?tK#-BJ2W3;u(v-1pOts~u_dx!OZ6)^}ljRL%9Yaa^EZU@dK65eZ@kbM@9nFHMQ0
z6Y1BLgL6<<eRLrH!>ldtif4uXwaPu(4~>7mzQ49y>917MEqT1k-9XcI_*tg^gZ`R1
zL{|NS$+mBZd4%s@qX0cUyj4Bf^cNqx4XtvYsM%iQm}h%*hiIdGhw-H!9dXb9ERBXT
z;-a6bayQknU3p!>w^V-;b})T=jIMI8q-9q-%KDC{X6=Ur))&a+q0FcXSvr)nXsc(W
zU?>xE=reLg9rcX%MazJqXR6%a>h^U#CwC8{`qXEu+}(A-{pYGXMz`y(>g`Ino7*B|
ztK5UG*{;~D`ze+6Oz2@$e^|CFr{tKz-TL94HZ=#M$yB{{5L{b}J5F(vDbDunIlX<r
zxO`61hSSgy&&etbNPMo!{g#felyma+aO-WI_ByNF=k=KT`E?Ebsrq^|l#w#~#VYSj
zg2v~i%@dTo>}835f+>^pGILD}=yv|vEp1a>fc`?p<_Y}WGVKxPd09XKot7kf4<feo
zYcm=vyi-MYZ3!7Orc}A_(`{OIUe1!yXRTaJ;FEM9A6iyPhbOtw6Haj66p2pYdS|6)
zt#2ZWmQ9f~UG$l}mtbw$dLIRG+_u=()Tq!rcd^)_yIg-;<FJ;XAJ6MP3H!8)rq;YE
zJj>zHhh2YMqfnmHRUxwODQlzKGFZ~`4gQR%7IO8Ir1t}Ymg!>s6lwkxAI)aAw%YuP
zh);T>O19{8qB0^g%!qGLHy*6NA*)7np%y_n`wi~{n^?jp<hc<XF%D8uFooLk>BbS9
zRSH<(>7GwL-P6#XPhuYHkeE&Id5X3-n`++eaj+_QDl<h3C_FFyp5nvm5Egj4<;%bB
z7H4;!{8P%^_t9kiA+KB_`e@7UB9bp(X*HqKu51&_I+_uCP!C?QllMlmn<5DEHyZRA
zRJ&NhY169Q+@-JXw3zBWuazXT-m|SmZ0pl(>lhYzw)NnZZKafH(jk$(P(tt}*8kO=
z85<e%rTIv@WveHL-NBL^PtY%cU?wfrhg<ekPs*j5(jwcRwT5U`&O9s#D5C~F?%9gZ
zOTZ`wqfLCCWiW<2cmqQEj$%F<X)<aQQ?6E;q?xWlpH^B{BYPn!`2%a?2$m8I_2v)k
z$qfLrD1sIlrU_yQo{^EGX~`*>28Jz7M@JJQFii^7d(-61XddnkPc!#NP%qwI_ZAdE
zaFDmsSb~pugHD3?Yw%WS-`{HU%^==~(q6W<u;&p@@+9*uCg@C)@<b{bl_tT@;L~Xm
zsj@r{eI|J~Be^$ElRQD+EP|<NlB;Vcds|V=qGx58Zh8g5C7z|eA$=J36gP(AHd7q(
zAi~o@$*jtgW11n0pl9i=^5qz7t$@5Vv-gjBdcUDve-5QkOKfV*r3dtcWe@Gk*Y2b{
z%Y1&&dYfA7O!q#NwWqSGN|x%f_AK*0YGqm2bjcjUoGT&R&KtJdqWNZrG#^W+`#&d#
z^#QMgMg5<vlEGBtn?U6G=k%j)ux~117kxNLAFdMKs#_9bBecoen<WI-r%4i}`06jI
ztnu_@ux}{gTu<)?+Z}|x$?XXQ*L%Al)wA@N_C_|rkG<WOPcVnQvyKW&2<MB>IJUPy
z_d-*jLg}vT*FnTf1dKyo`tVDQ;gLR_G+L)^Hjz(dJL?1X(W$rjFr-VERO76-1>{dR
zr`>PorP1>o>NiZ6$mjWpQYgcor`+8#S@~3!Dn+s#0!q@&Oy!h9rcMV~z`U{8s%jio
zCVD40i@kUGxJ0>hC8Kdc?shWCwIokQ-wS%Y=LMGjyjw4mom6&CmMT@UUAajnzevC6
z54Kc@&kO9;z&Fk9(;shXEZtvZFA$29W1295U>nWjSr{x!3Hh>Y1iAFs?w3zw{FNd~
zh`gaiG_u?Hq?;|xUm~L?q@}fV5PbVhPHMU}R}TBp-VM~legf-L-}DSDzf{6$T8pRe
ziOiAh+6+Q#wOlsB6V!rz^><*Fy(#7IvvWfU@6<*#^*JiTloH(l-MLGlMdKNNdL8Gv
zjLRo)<P7iI1to;TXE1a*fcx4WX3Eddqf@Y7s3&Z`wBR7pnN<1)gKq+n&>5bGkG`pd
zTaZIfOxc9*o#8!6<rD5TLk~qv9>Oop(8Ey+U;Sm7tQivaGSmCr84|6|nIWUpHz`Mb
zgEG`t$^SBkFc%f;jPxrb^BN+J^Z|wbHqA;llAU3(`7=b4IOu*UgOV88TW3g85*Ia}
zvR*HCZ8tGul5}*(^18QdCrv=rm36_Mb&ZX`y(Rt=s5bH~37f#6&X<QK(4YI{Ik5WA
zG>1aQqns*<c)G$xq}EJHO3~X(l<k<wSHQKxmKWrY2~3%(EI6bKA}&aqWTs5lSrVO0
z(>Beja$nLFu@|J#Bzo03fP>|1iJU}_We|4FmNf3m*j<G8$ydoVrCcs56;k&VE;&2S
zk;qqQZ}=RE!+@4^yf>O`&I=MSneIw`j2j?x%srS*B!-9%G++I-n@8u!sL3?jMtBTa
z8yYm`C9+PWl|$c_u!)oz_qN%AOS~QE7dwzkl((y70sF)5B=V`unn;@t$U3D&zEbwf
zMWssWrm#0U&(#iXVUOZ^cAE^+MQi42pEU_MGuP~|98Z5WudTnM(^kwr+vMr9hIajJ
zoFC*O83TsQGrR4er`sAEt>$Z&H8JAmOPo4oz9gwr=S$`!2G7>{=HSsE%GpH3Gk9!7
z)^q!CsP2Kwp8jgg?U2@!Y4t(rs~nS&(5akMp0265aP3uW?dq#o7p0XhsB*ulrG;LU
zEt46F56Q4prf>0Jy~^<f^%r*T@C1EB;<>8KlE_zSX^$+4L%n_UD)pX{?XQt9ixj+y
zqrp6a#d3(1Mze+bMo|;~p4n2?_=Y@AjSD66H9la5FRXI!)CRP=cuhmE+{g@JT>|Mp
zmC3JB%~x7NQ=d<yLqGHK)1J@T%{AgB#6PSN*B|UzQyuryAMRPX&^s;c4kDX8t+FQ&
zTwa~do=SX4jd(Wk%<8yrKJko&dL_ZJg79oMQeSMa{ew4#G+m?G4i=}efe-2FDDtB8
zd!0e*S|p=hrvuk4k~HKo#(S@`NhR``azIYM&MaxLSn5sTwwZIWL{1@b;$n$Y$1j#7
z3~(+s_Zxphl>NpbVyIr|Z=XVM_g~^YXqB>P+!FDBgEt?KEHS%zz+ZQB#4xUwmj3x|
zP~8o&tY5|Y7KE>!AovWZkI{6!ll3{QZ(VbJg69MxKXkI%{W3`K(Nc3}yNJAFMtqBi
z%v!4V$AfDJ5uQXbxBAd&PhXTqQyG?HrTa8Sj{YRksAUp2Rl8)FB&p+;NhY>_X&HZb
zkg9D{uiL~otIuKjlSO>!oJvP?hMfk!Qg=Ep<b^)L%Q5embIw6zI1$gBOC?MEJLUm9
z`=U&rMsrf-Vj9iKA>p`pq+lA&NPb7osN>%e|1|c{*eiKfUetp;PrefPQ0K|#r$2Bs
zg$g{UPyLmnw>-=383ZSK8f147JStzM(Zph1sTV`Ew5c^b+dPOzJjoF~+j}(BGCF2g
zxld}J<y@2r(`n=-nNJ3;F*YkqMdhIUuI!eE>7H0u<&+G9Fxzr|@<e;Es74Q_czaLx
zsqW;|5j^Hw?yWVS7IYzx=RW<xi?TPJTFd3M7Wtdp@FtW<Yh}OmRSIRKvRkGp+vGhk
za#u*fo6Lg(Ijzx6E5v^W{kWc25!4)BMNpTokWp&(3Q1EJt&mk_ya2-vtnl9Wuvso$
zb0D!Us=h-}_B8Jwz2_Zf5riG@Rk?rA4Q_Tx?tY8LSID5ZI9#_~RptIbyR!Wy={JWn
zkN#NCN2?`l1@l{fu%}SAla7<@F|g*XHa|(~Pxb`lc=wN8f47Gxtusk5lx1zAtPNZ0
zZ}%+AsdBf|?!0o1HOkw=q1wBwU!S9=fEM-~!YAc3^0U)UgVFna@t?(}kAGjnW^r(s
zy2kuCJzDSUJU5FZTh>UyOg$B|C})kFS)`|8&+4yO&Beh*g(sS`;d|+z{3Z|0=8!Y*
z14)`q={X-rCi?7@%`EmgFUK@dnfT0MOIofqr-l9~P_wmWH$CX-rpCs~buwxWS@+2_
z5;GLun?nib<SSw=+JE@h+g<jIzJKZ2Zr_kGT(o{Dkr}jQ>W31izVx9aq0dQ~pTSnv
zcS&vr9nk6{@79)(rNKv@t@X1#%QfFe=1dMH(w@kIzDz&|5r=e`%fw9}*!LsPDE3Vy
zJp3bx{E+Ls9KyB@Qt&o)HrOC%)OH)he=d~`-r%|RwMUHQ`Kdf7oPX-P#%rpv#2>B^
zcM^Bhh-VP*Tpjmw5pT7@oWw;$>Ti(XST0@52zNDC_ys-ZO{EvOEhC6HHt^VxF?n^^
zSf9RnV=tEVvo}h?>l{9{y3~zT?i+Ocj=dxcgmFDWhRxSgGU<lOQi8t41ea}+a$yV8
zH%ah3oVZCMF>LH6PFd7sn|SS1GJ01ZNfX9#Hrym<_A<ay3Gb7o^Q=u<_;2=}m#(&w
zKLV()*6X1opJXp?mQ}0CQbIUYwrito&-2mQ6Z8uuIBzq%s|Rz=K_qjt_p@FC;S5%I
zuBTHq0}-83_G}_wXl@<V$CTaTlgSuyZI;7%%!E)bZ0qED`$mf~a;w~fwQo`{$>>bZ
z$DOxGS|(fHYKyE=gSSY58n{KysJ>goe*t6fvMkM_x#2H(?u;y;rV<&cFxnLkXV7{*
z<$F3W`>#7se-(+Ny5>3|b+h2SbjV^3cHJUzS&X$&w8`@scRW`=Tg>gwCNhMGUc&dx
zCla%z>QBEapq;J1n>3#FbFUdPv#t&q+lyTMN%MugspI?cU+*&q$($dXpR*E(%=}oN
z<8h0Cu<K)4wvg8PZkK|EoboPjGl$(u&#-G~FC)<*sk_LtogJV}Fuw!nPxG#hkDlHk
z70x34DJL82j}x|Sx+D`8S#N8;fd#tqYKEt(kCxdld2XjHqT}Ls>g;b~yu4HV7voDi
zB}^T$Q=-+OJ7tvm{7y+zQ+LWLb=FQPz<^adubjp%>1nK?ul{^f;x6wYB`Ar@xLxL6
zh#-<m#B)fACBiv<2@}dmaFLlIgK*xJ3@#!Yu4E`8QlJ@{`g|dEmvXK-wacv8@{8QP
zl<~M~kHjstHu2xF$2_06lBDT6%O+SXlV#m9#$YzVO!;b=wW%Ck$}{h%0y#q#<G})b
zQJrV81roN5&w|{=dWWXPCi88f0?*wVKPTbT0`usTL1bKk_b})poK~QRK^~+pqtG^c
zrJO?aPosNoCWXGjh0tD!*3ZTc!oBu-&WC;pg!vgq@7<?VA_Mn&J_7n>6Mjxta0shi
zLh;FatK1xREVc)Kk+bh`Yh*VIQguQ6FZyJa=P?ucTwW+0v#B?_P~x(67Zpm9no=m4
z=yOpvXVZN@$RRN5d@kj>v`QMjOSJvx68SEP!#<Zd3~+pIR_XLq$s<#0n889%wUd64
z)$ek6<lX#tIZ>6#Mar-?_@YVz_|A;9UrslqeIb#{`9zlb72iDIMp<qB^{KUARk?51
zgUGyJWcqS;+6Vh()pD9~L_S+i<2Yd}JLHBHo;}@KIU#)^px)Q!hsRCSzTev1H+eEw
zC0|SC3fevJYspoIe=UdAr@oeQ^`);RcqLB!S|U~Aaq8@^B?$wPDb&-o`Q~=!Q|N9M
zdbab+Uu5q}TG^sV&S<XAMdJS+wl9(}wPTS)tE?ZTh8IcNdu(&d1Dx%{*e|ZvIL95(
zkEq-*c$JR=2h8n1^^5%R9wk4*i;Szt`6@3ms>!^_sE*)8M)i4KgjCab5fTG7d~0?>
ztujw1*h^_>x!kateyWhxim$B8;T$`3HILN;Wby}$`^48dlXw>|VX@Ktpq@>5fPPR4
z)Gi0*47PS0G+##zDyzO0^gQ<Tz7QY6m<yVsGqFPsHF3*C;faJ&B(s$LS`W`BDC$lf
zq7h~CT@GXAgtz`W@6)Wanxm0D<PAN{b$y@l=YL4z-lrwDLz0ACTg_)NqtlZxkA$UK
zCm*m0p3r(5`Bo70J0!tt$QOJ_BGqP;qsCK?+W(Mbs@)DruG;pH9L9i%LuT{3c$&w(
zuxUI4Jmfulgc82{kU29QMDC=PN4e5SAl#1?dh66Ll}J1hJ*~9NCK64VX>9V<L$2|<
z=a?JHqI}l74$1Kkn4oJ9i~m~Mvgxpdsml*bG;$$7a;=qb5)_*|A?mMpg8o?6qGGd!
z`ioifiap;w@+~5qR;({D1pAf|o>eTXwsKJ%GM#5y(sdnux=#ivpUTV1E}5@<A)A$>
za!5HYzboa^a6ObsSLKKdQqIcDU>M&^=6V`kA)9sS2|1+vBEKugq~V89E?qyg-fqqM
z-u&)S0(VT-e((8CkZ&sC4c|-dY`tP9d|W=$EGOkO7?vaA?_xK#IARX>c<*rcjhex2
z+9MLjO5^DxlBAA1BAM!oM<iFBdPELmfc^rl=kDCo=3EJUi=QHp)*n&Nx6)VHB_ow>
zG7XGXM`YDUY*V3prc1w*(@LS-umQ*jM&1#L-awioGE$d*CDW9h{9S5bBb2|%(#_Vt
z*~@0~-7yU|mG&DM^@(zEGb1=^mR?NO&E-BvGAV}tz@u}WD9$puJC|cdD(em2D&>4(
z&n8?d+c#1u-!oB)#b*;7kmg>xD}2XJxge93)3Q`4m+i`BIi?&J9~#1As-+*(hR`{B
zG1gs|T##YPVVSJ_pzXcgupX6y%?#C6N4?)Y)8Ew!IqE%*MG$Us)NFLRr_qg#tw$v;
zm%d*~B9tW`b4y)+WozD1$<-CJkIG^6neAzSul~^1q@xnNg;hCJqP|NR>ITYCT}LHT
zT|*J-M-+h!;NQ2fCpM8ikLY?CrkfNs*J9ZylQkGmFyC8GGQstfLqcOM<*1pIqZxnm
z_C*CrN;JrWu#c^^!uGRmYjlTX|MmQH2&d~~-h289gdaa<KJrW@GKz>E6mHM<q^ffB
z^sf4#z>Ob$B&>(heAd50;=$4E_7WoNj)}3AZm)A(!nV@Vu;UV~K5$${q0dt?c^l1K
zvXx`_bH{aNxAbwz<WD#l>hF0iI_}w9?esUjW*@I|_o!K~`TCw7j3QX?V*UGsZTalM
zPdF1r@;dM*)IH=!&(QNrozKI8AHAO`{IZEe6Vc7`%O}!>$OIz3B}6)!S!|h%5;M!~
zp+uVe=)Ey=^@zyECz%`XV0{lWv2Owq$B&)|XTGU~`~T?e+ib#*kVp@>zWGEF%oQbs
zN3o&}uXFj@7Vv7ykKUVi;e^-Hp6$BBf0R+`q8}v<^^?YS2F_+G(kM4hh;ksjVF&D%
z)?nn4cLytrWuz`GkZHPf>yNUErN&CKs@c@GgA@ItpS&OIeS;P<)PIuTU3%l2@TW3p
zCs#(7W%5o+vB<Pt)<*5JS<&OfpFiu?YxR;WzBJDINxEN-mdV+jyaV>y34J;m?5jUB
zw&sNQwyFNoSk4KF+s$Q#lR}q}$+I&{%Va`6JG13U$;_vn!Ms<k+IX)TeHuykJ^J~3
z7X#>)liJ*tM$eP_*{OwZ%wm2y@}!K~Mf!;+^$v-r$9B>Fb#iPs*^ZJeVDU+_fwg|s
z1~#`>kng-S+)XzHpOVPkWN&av+twr?@RZrEpkK9J9NU&~N;+jeASJv&j_qN><`Z<u
z(oY%3B?On9^4t;jvn^%QPI-r*J(S2YnM@kHgJ6~?r*8s5mzg}3@Om?O%WThzDt8?p
zOZD8d23-9dm(Tj_)1D`%z9oe7PJ5ok*!8!~&Pnr6+3I5Ht`x{Hux>f+9r5;5QhcN-
z8u?`t%x1Y>>)G>(d@09B8*tz>Kaxznw)VeDz-R2l;b+X3Io@H|p7A_!^Nsa}^**@W
zN%$%GtdI`KAo$i9{WKQr=OR4gjQOFXh)6Q!e59v#!iy+JKkEi%^O^vOJQpPqL{?tO
z5ldw58SjvB63#f|9Wq+%)HCL;>GrE^DPYLlbXE=*u<wksQeMEYXnEE%q3rroY0+|V
zAN{Vsmexf&d_gM{33fayX?w|W-&t9u#-5b|bpSclX=la15NDs2Fyzp$rTE4y=g@yv
zM(HBHrmTz7S(HdAnp!ADSMjKVitMGV+U%`9a0Nf`<E=iN;L@`a{W%%dQx<X#p7uGr
zYnQyIT$azk;Ou!u6QTb;5}lLQ`&fI{+@O_u^M52u411}hk-%tMDy!5uz8SEO89uSp
z?EW&+CYE{zj9<`ud>CYf=Li@<gzpjPXT95E3BOia<>tOx^{6vOdM*R?i0@?mewp<J
zW2B5^!*z_rvje{1LtWdS&C8X<U%j7iN=ZEKXYv1%=8X7R!qgXkmT2^uDRsZn-LQ%Q
z^0TC|DBxA{dkz9GnUl@MO22d7fmcMh&N=VEEAxgu4`6~;^FtTsw8w+}A_(7k&OD&S
z5@~nNb3pS=Cj5_clKB;<o42I-es)Vfi;CpfSM+7L3}cC(Er(w>KhF`lGxI!@NZNUc
z{D!gZAbecY=qHrP5O9H?clTVFWq7vqHfzKMZ(sTqk+v-n&l7|oBCRe|xw-jdu`T&k
z8hy<$<!NW+*L1{_7bH#{b3u|!Gu8MDlB*87AcxhLFG#sM`+@`);Uw~_N#s|jlV8oc
zAerh6@~bK2SLcymoksp|==goo^&5su%Zn06)M#)~lGNE3B~zVuQF1le4mm_J&Mm(y
zd<EhFoRY3!7?&jO0BMfN%es`0I?AWA`GB>z&xMUX-&*(iq<nBg>tJ5cu}}SnCEi{(
z#4_4`bciL%&R@rv=40P9#4^vv&V#iTKK7YIEPH+IiyW2{KK7p<xBTj3KlHdI)v)h+
z+%m_ouY26G%&;$f+_KKFPkY?5&9MI(Z~4)PJQi=svD()=EXCHl2rsimzWIRVtj+$J
z!?M_JfAfJ9%g1&*e?{ql-G0<zN%v)uWtFe}yPlRkzV<ymEkF6%KkR9F&CkBLrzOkJ
zKE0>K?WbuL*0N9OW!X^6eyOLWw3aSOyTQJ$m*t%s><fEY4&9(j{&|D_RBua$zrCop
zWxc<BTW`yk{`Q>SmY@CY^LksR2iQ}4TT)gA*e~?5><+N=0@4ow_D_3Rssc50){XWp
zeJq=Aw6Ex6`SwQpoIaKdH`?93E%`U;+T%CbXY{qWZ?c#7u`H}@Khejsp|*X0AItPQ
zx_w1;?C<uqOs%Uam)Es_+1K((U3*?%%deg#bL!bQMqAd_v%eE<*_Tq!{#LZ5w4VKs
zzLwW-wx8_F4_<4wDM9w*(U!$Q_I=ToZ-R8mFZ{nBUt6&M9&Ooii!M2Oi=97SRC$Yi
zZH#3>eLH{9Xmfr0)ELWw`gZ;ZQdxcb(SDX$x7rK)Sw6VczNw$((_8hGo|6qU@9Pci
za=&F+!xZ~#_gl6#w4aZ$9BOF)F2?eHu&&-4Y(I0q<y5f!!2OmfjqE$_w=8aCUvs~u
zw9#Fx-56q@+~0B}L{nCT*x&1KdAqUw?f#a%jdjWC#`fR)Tc$Lz|MdUrdJ{MwtM~u^
zp7DN*2{8s^Y-5ax!C1=}+uN=o%h<+}JqaPHWP6XXhJ<i4WEo5Lrpdl1Tax6XNJx@~
z3fT?mcb)Tkoza}{|9?Loy*1D4I@fib<v!cJwQ^RJ^nTaM*<I4RyOp!5)G%oQpM-mt
zwRTR2tJd&w>6-p|?VaCBdndMco|N{=hl&<Nc&D^+wnljGNHIouFSd4WMR?_dN7Kr9
zx3zX2l~I~=BE8EKoVAhO4-=d(BfXE>IzL5ve{btNjP(AmtuwEzcW+x~Q(5o2w$7=t
zUbn4ttE_i?TW5BZ_eL8hEz0{-8~HGm_i!8M_bBh@{x;6Ra?0q1a^4*Y&iL}`{}+|_
zE^FuPDDVBCopZXp_hEu_x4iea1ZPIH_qzn=?`Wm-VFmBs?VR-$yyx3FM=N;0YUlh~
z!MnMgbEaaf<ZN9f?~D%4SCzb(?VaB%d9Sp0CdPPAws%&>c=xn-zKrp%ZSNeeocK*Q
z`C@dH(CyuvKdX4RcW@?F^{(vTY^_>;WjE*Fs@`8ZI7_N|zv<vys^%3ksk(Q5M`u-a
z?}U!d)#{3TP{aFeM`uF~@6L|S%^Hf#dBHoWle6gs@2!r`{TCEj_@Z}rCuir2-Zh<^
zCod|JTGM-{le533_hKi<KQUIJHL>1xiOyHCUN_O1UQ3a*THZ^E@^WSG@kHmNI7PO`
zc^7ncPRDsCc6L%~E3&7y_e5vsLT&G^&d#zriX5!to!rIwt&aD0XJ>U?MUK_=?&;$E
zS=YO^i}PtcMgCXMd$)^oyPo%#F3#sQ>nn7+zE{2*bf>;|eplx+pCTuH-m_huKYiY>
zx;m>GC~~-gcS<+smj>SZU7e*p+=b_Je7yC=3pr9sZM}FuNAW=S#6LN51$jpMq!X91
z>Y{t;pB#e&?;P5i@FYjapup65?%G_Qn4mlS(C3{)?xkFw7YjIt8|nnk;XwUwgj+th
zr%LWj(8x@;cWzJ3++`YRVMZA@RsPH`Zzobm$oDz)zl*kB&Fy*DQ`OkkkUu$`=j82P
z^zk1-4ky356;nO}S~7=Iz{#M8|7bWloM3UWb$>q3g@C|Zhuzfto)~{_+ETMkb^I&;
z1&EIzi{}xAKqs$rc$816Id%1~yuCoU(s#Z=Odj$+)HelKi2PmZ=Yqc5x_~Fz&$J@a
z$2Iv?HXB&n#MaQ_o9OGv6rWD7Ue}_I@5m2M_36LM=wG?Hl01VvSeBLg$R~BCGMO~Z
z4GNaRDK*`vc>{=@zLfv|G5G(;#|u{hC;f#&=turPa_2g@Tx`@wl+?5G^ZYZgte$vR
zM=#;ZPB`rNopRvLFedn;1QHw}cga6539cVK5!pfV&f(y_sehAvC%KH&`Y0*^sDQpF
zFQKVlb`wRQbH*G*GQlwNedN!RFD1W8UYPtSdH4;K#Eaw)$$OI5BroTcfcz3s?w^qZ
z{K`cLB@iA@-j@mbl5Zq$LY_>1o7_~*QsF9NOX;{4^?xV7C|vR{_ghj>C?_1>9E?yJ
zkyj$`GY-5lc?a@O$On=8h3h)LiIS*Bo<`o2yt=%aPK$n_U?~N4m>}dC1ax{D9IGj`
zIw}iS4lYvPoT<I2KVdrb)dO4Vm_+^XzY&npKlzOKSB8305D9(f*<9fJ$W2MSLLPn#
zhN7vzh&+kBIr(k!i{zEbYvxAAzVv^ONN)r}V)~%Y7s1swy*h?T0u^X3o_^A%^r2pR
zrFe64@uv^dXSK2PQ|WjH?H9E>twdwUUG|)(RM25<zkrkfdv{o2&#G!scMw-g`gtoz
zzM&!h_uWQ;lp~)jJXqRrh&+K(M7o*wH6d?Hd5&l0qL|3L3<Up*JVv-m7Z(LT&B)`a
ze<mmNTaynW&p8RaEcp+#bF6~4)79xl!JkZEzH%K$?#+XM;^JUvB6(xsDxk~zeVQ~0
zfM5{yUyN`QLM4Mo-$B50A$CgVg}vSktSEVsaAhyEHS|sQG>7_o*1&%V^?x$FF?cWX
zviV^DXt?HG9d$pRI;K)^^Hz2TY2?#0!DFHBG?0N!)kN}8I554$Sn@qN-7ZBXgL{f2
zohjkc`H?Q?PNY+dMs>^+t}+-)eWa3?+ETxx`aGH(1@x~x1t<Tb{7-q5-F_^2<DS~S
zKWjMdPr-wDIF@|rBb~e>4OJ!ogM1I0jw$hC!Eo%m1joIp-<bSTJJ^>$<&f%LM?t@F
z?(8rrk-@E@(3J^W7KFizO~56?`bZ&foC<DA@I|R(mGkgW@K>lmiTwCO1Xh9kIQa+L
zw7y%vn5TT$iaAIuGJPb;39XFQjCYfZNstBZ!-zRCyUTE;<eQRxTEC_KmG|HYSJn1T
zCir-A_39y|KY1PeB$4MU0{uZ3px=u;PILYtn_rcSdkTbov>J(9kS`V`W%QBP?NZzm
z6Zrl-cdGpB|8@)XOck9Eg_Fglk%=g#ze66f7TlCvMLElq-SyYN%TvD>c^en@rE}89
zQu4<$H1|6)BI)B-3QpaIp#<^<5}9(azZ?ujkoP4|3<j@6zKDF%Eb!sv=g8|Y&>@=3
zU{tgi97NrOV>9q{AWt9X)2dP{`bZ~VTn7%+8~4<4gM1bHU3KT5I$~v~OI35Zm9Re(
z*y%1jLQO_OZa`pi;3|Re(D`s++Sz&Xq!QqgA$=4n0SD)f!%hP_?k`-~@u9zRjQ%z9
zxc4|2F=t1sk}%YzHw>YO<c%}JwV}VjjiCk958nx{9%WU>Z`9xScXs_;rC|R*{S+o6
zbw!{YY^;Txnf_%odDHsfX2?27p4kRmnvOmK!{K1nBcJ~JjQ*9|;e;#u9n!MfpAato
z)mZAg1A#eZ*D%4*dD$IYA&+eZ-ir=mOT)o)3&BlQjw8Rrl8B}LPVyZ797s@yf?N?W
z^ulxCCP51MzAD*y-ZIelHwAA^J0r;LK4&|5R5bLvjAMd7D2V+6g15*A%lu5W-hE*W
zG?_y_TevFH#$%zcZevl$dFo%e?*^5Y{>54D(_FoKQ5}7xu_=2I<zY`o3Vn<huIwd^
z_UXS(8{10WeKL52mdcx<$)l{s9WNc0vhxF~x~sE`3I3v>b1wvJO1As+NHBaOxV}On
zX)?(#P60P<@>OXg%E6@#Zg7NT(9aIe^y<G-9_B$hlfnGbGpcm=)FYm9n2vHdc{Oy1
zj%nkYg{y*^5siW}{p1nyprV@lvz8J!XegaynDiF<NRSz`avXgSj!lm~f_zY4a8u$7
z$(wEhHyQhuyd^Ubq^-*!T~0<z73t_(ZhRRjkvT~|EqYD=$~Y%-6+mhw7*uzctK$ZF
zK@QSp_K;8!`VR&`-(+MC`T4cr=4AbqJUD|TB7y27pPYuuanmo6z*I#Wa=WBHCr@Bg
zh@hRY7-aC~A=n8dk0uZK303rh7D$)UO9aaCk;@QBf2a>XdEz*q{yQJAe1{GCN2B1N
z4SAEw;0sEDn=0BXT$T8KF5IQ&_3^XP_ljWC9yc>ms-o36B$SgyA3s)s!2@1!lQ3M$
zUIjdX9jf7R<lUD+zcKB6NPc7$cp~}#gsZ?>OwbuG=*UT=kH45;cz1V4SqZG-BqTJ8
ztv953s{ktUtf|d(DddCFp^smAyBm4m@gSyzbJT#Hqns#yKs&FIr=WZBJFO@fMM0_A
zFl4G^KKamJQHAEL*-rlCH}GM!lR>^BC+wK2sw6p78B16J9-{T7jl4<0+366N{wU9j
zNRUw>dqACptD?<_fn!rbZ%}{fROoMHK>w1b6bC;_K1?=4B1(v%YMiv=JeCX5N+A4f
zbvOBWsiMY=*px_HiBQQ?K7c`!!{Nf!7@Bq;yf7Wj5Uv8w*9ie13xFV%cAl`R&1w7#
z`Q!j?$M2Xiv2iUpZiq>^W2Ur2$V1sUO+fR>C#*+68yHajI0RIVJ*w20KFSDJ89O%7
zr~gKQNENkb0(%{{n!Mx*<g7F7IDgPkY9lx<#vHeox>642ve8S;=;JH$t{b2)1)z_2
zCFgo(m^v5&)01vi0x>lG7dS>^k~`OhtD;U~e*mfUu+*P<0CrO7pio`dnYsYnRPiA4
z(S0~Gl)v?nMuELzyg;7HDu|$dk$P&i`J8j}XE?}3URAitK$q9Szak$>Uak!I1hY+b
zg@QqMktbPd>7!hI<TyA2T>3SAG$y~k$*2FWoCAEAaOF5pJ~(&<*x5^7jTtZ}!^8T1
zB$&xHeK-?@_`nB#1VfTuADs;MgPV!iX5p%8?#)7=L!j;)r+y^oHTlW&iki|d>E9+A
za?}dc|2QouSe)w9pck<7I{AYh@;`FOJWe0)%b)7By!ikD6(e6QT$RLX&H%&6)gFOz
ze3_dF{zVj&mh>t?981C!wVIPFK6@z~w50wR@=R;Kp{CMGKe-3=_f!9cMsOVeH8Ri^
z-0$?GpgpIa1DRl&aAjyeI}mB)`uLT+IlFRGmmxB0DgDB`;Mkls9m(@|2AAaen5DTt
zuk%t-2+VmI)dZ2QU=f+3Ye;^b{Xq;3y((NeUS9@wLdm}-ABTMwrxbZ6d3n`ktCnug
z%gRk*DAIM~DoNKIoexE2hUqPoSF8a?Ca?qKX&kIt(a}%j8IydP7=5Q1{LJH^7f=17
z<cXM(6?CE~Xi332c`>pI%$~A65V>lECmv=mf#BwF<Ou{XOM6v?>qcwoHxsTJXM7c8
zd@=R=(@w;8ZKr}`8sT;dE@DpTm_~b(e0~M@WQ?b>pC^Yo``&*EaYb={WHuqL3RnG^
za}n|8qW@e{LaK(VaS>3Gybig&G4{66e;;=I`cW)N^fv`fI9i*UFDrwcaxj~dal`uv
zR|OKz0x>ON1bJqrPlsaK^j_KtW|O8Jzf(v`Od0C?ClaVPajT<|a8(og?jq81z)pAJ
zDxfZhz)eedkNQ<ubEZUR(f$bR3Ons-XN|T~Jg>u9yAw^pDLQDH=%!Th^eAeLAbVbh
z|Ba8_;HuK%LcC}ZQhxfV+X`}fnYWR=8i&rJ)c>0NW)tM+L-H``z*Rm|>Vcb6qzQQo
zaKBt2#W9P5_?bvBocs#;xaHt75!Od+8#w6CUM!rvFZuk??2bPn|Mo+0bV@Qxb&?KK
zMS8X(1mkFEv2azhvppyw!}pM<PxEO_({xVJ&J6A@SEZf0auO)}H6~}*e^+s}e^vhh
z97uY7tYiXv^W+lw2Pyx}f!x5}4i18?iREPS(fgop`t8HQgXznyQ{591Hi8{*Y0`U4
z*=B)!M8gwPts|GLCe>kSg(^$-Zc1DSH2VAx<UP`|NqVn>n<@Xscj3m@AljEZ9(2(L
zUGQnri#)I+>?X0O@{u<te|L~OtcLVDR-4{H@oH{ynzkl4P3SQ1g`fa_q`A_a5T=jk
zT5<9Q!d13n%0gexBz>e&zYTjkH~a-ps9$}WNFBGBYR6`z3fEL#){qEmy%WH@20-vB
zd9I=0CX>IAzxWKeX;&VZ9;>Kkuu#}X%Eko+(c^sDvaG)K(Vlz-&kWP4t|Wh_BOK^w
z5+y}Q7dQyxnolZUAI-?~SAl*N^4ElycKmW-o#j!Of^kf6<qISTCs%K{P-oJFVQA=a
z<R{46bFbX=LBG>Z!v(NoN+_}`0`0Fh_T|jYx*+o^1tnV{K~XwbC|o)2JrIs-k?%By
zcwr}u{0{j;o=NB<<b4#~;JDMfurFN_E&~V1JUCdU8TLIP&j?p_b|rhAIkDt@^TLn`
zs5g1NQQ#(^soK6QT6g($h~pXPu2*Ezqa2)Siv*)6Xx|-<zu4lQtm%oVJ}DS-(>8vi
zd@@(frjv^7fpii7HgK!QdMf#Iwm?EN0PdlJy_FK%6A4$3hyDu;WHz}y6Szg5S^)Yo
z9O<Ky^Z_bEM{{fL&zif9q+rn?BnV=HCBjwRF5<M;wAvHY-}7$+t!Y|q&fd^J_oGkq
zd$iM#yzo-+DVj?M_qqsFMCWrf)W}SeSCUuX25wqsCiz?Az)jKi?*qpbo4M(=WW=3!
z6@k@Y0GC9r{M=-TyhdK4FL)|fx8^kNEnH=M_}j2!+RAw9mt+57;@U?2wB0^s+3%E~
zgELH!iz6<~InI41$P)@;92b8Tj_vh-W#K9VHGa<?Py%_!Mko+;r*hsdr{MB12pTh>
z8{`+bA~IF|d_OoC%1c|OCdQE8@xe}8+Brz>;TjWCc_)MvtsZe>O9IKHP9Ig2Kyt8U
zvQPgV0qnd-eg=)wk?uhs3(4&ZG<(SJ&4v9^)DP+p`>TVvFYqG;ohjJIIyR1%2v>Ey
z-`c!Rr+$qoK5fC2&}H&aj&!E(YrGD}mAIsnw&HfJ<0<R6Cn-m$7)1jnr+<+zW`|{l
z#M%R3xZ(%MsR`sQ;VSSDtE-<y{n}|--=B3c?K=wmrC`Xk=J0_qH1;uadW<EOAY4_|
zT2AB2l7CE|%n5qYKnOBvCz*F=z*?j{Su_ZSe(np$rmtT?9#_Fltt+SNfk?FK2s$e9
z2GZFb<Urvn=LcNq@1Xu9>W5X&p25@PHMm)B&a!%gVgIv_wSFUK5)FMqL3>`Gh$cTr
zK9ZNsO$l}w0z;=ByR++gn#S7~hVP181suA^r!AeKz4AkmuHmo9NDO&A`Qm(TM13ik
z_Vj0J;2!0JY9OQLY^?ewYw}Iln@f8wg{zue9|3(cx%`a$3{S><)c=QkWRg#jr%fn!
z7!280tVfWSWWQ91h8B=7?Fq-m!M8@=nnifug8h9Q{e!d}>BpK;&}6hvqhLDdMIOZd
zDuVn2^8H-3qdXjEgK$+7IfsM1O#NS}@8NvP)NHHa5|COs*n{gvB@muo1UWNjt9m>_
z@j8=y+O#ng_BQy1@z6I_S%JI`$51l~=th3(aRaBjvSbXsOF=|!7~<5}*-IY7ldP_G
z?>OFf;5hqYOdf<HZ=T_<Z6Ix|9_Q5Un6Cf3NLP6l{8T0XiadziWTeap=%1PheN#iJ
z<j2^CO%wQw{G_=QW(0NLgQ1G^VJL!*-y_e-D^=2)>0=K0iT9vii~JP1y`%I8d2#fQ
zoc+i^SA8TL+dclP!d07T&o*PKXg+z$2{*Wrr>VbtRkW!>450of*b74Uk~Pg*PM*n;
z0*zcQ6p{CAfQ*>CGNMPrP6A8Tl=x8LDz2O8Rs4?WxR)?N$3GB|X*%DN-`)-fgBfU^
zF>ugo8o1G)Mjpdeu<1812v?3DPlElQJj#%qrOsFw`l>k$#nQoE;VQxL3qDQMSKHL_
z2lc0NE^gLg<;0dciR^26V}vU^EBe84514V5EAD>Z*i+2Ek((ywv?!2-B&|3~zQ`mM
zg)0|3c)FNE?Lt17Wn^0A`?QlX0<NVI>0^~}WvAe3o#n2M{H>4k@;^#YaWBfE7J2D$
z;44^0S&qq1REEBBypVjEytk!^CnoIvXOK6iy++BfH>-mi+*HovzPuP`D)F(A^ZYKy
zbiVN@nCYvKA!*F|=q+3qj30iCote}>@E!Eysh=)f?}Ogc`tIJQp7Q>_yzi$tm8wmE
z(Y?H})N~GU!c~Pfq*2MMKDv=79QNtI69d2}(oQS(4Tpi9f63W5_#M+ZgiVCwh=ItB
zX^~sWkCX>DD}<}URX_t;AeZX%IO-@WQv+2hSGPdl^oBji^K+$v(vs#llY-v4kRTm)
zoEzl!<*5>r;b8q3pVpMAkv>|H_g@Y>MajpJ+gA|M6;}gRPp(bO2zOBgDre1)A!p`X
zdv*#O@8QxUf({yzk39g#1<2ncpE1R!Nl9{-eA}XiPGQB$QjqXI9KTr9&1^0Wv^j@r
z)9sz6{6R4UW*XcB@{FP2b7?PlDgqwLYo;OOJ%p<aj!1{T`UrzMQm7v@LTALEby4<9
z3V8ob*6la_roqsn*)Sx%ojzs=S8bq%HN6a)jx(UmeUwxY>X#L+^cyCDx6oYLMq3KH
zxDc3<8c#lRAGk~<^zl%*%Gr*s2*^}v*$?2rzAnFyJS7r#=Fm>L8KSS+hL0CnOx?Yt
z1j4tqMFP|J>?0pJ)~8K0qoI4kRX{(mQ#Cox{~@?NF|Qz8*<a^0bYheZ<KS%yBGnZ)
zIZ#B7^92np8t5jpkTzrASROwU21o8hI@1Q$kuNF+E(M{FtK=8Bvtim;j#;pCh$CDO
z^=p$K8Rt{v=>#~5f~Fj!jiFD-?K|23B)8Yuk+b1=ELRxD&M@*j9J+h!fZEHO5k#Q6
zS>Ijcteh6e8;_Xa6ekm=EnOC_swkrf+Ds(%>wE;q!xp<ITgtw%=QTI*Whr3~7i}+4
zuZ1)kRb>-+71{(iO}L69oQ=IS_0y=I--r0BlRqN2*YzdjbXN95(Bz($@IVo$z+XC#
zz@H0%rM2YtI(;_{*>?l_=E1?2d?vwUU=R7|Z0A6Gc{dRSySW4~B^==*pqzdLG@b#y
zL|z&<5M^Bz>O<b}J2$zNlx*@OpUy!wmdJIHtDN`c{Iex_x%u#O&${QMHu=)d@ZXdA
zeT6GKaj&7oe`j3j)X#TP>${a(%Yb}>4cwGM(*<lE)-5{Sge#+=Jmb;+<Zb8VJ*`=P
zr4-mXn~2~JF}McgIX}_d@9blAV@04GY_fJUwvpR+H{2q(Z(=IF5Ox;xM5#o_9fYgq
zbL&|IR5MTsq|=>DL4Qu*Om(D^CyYmeZ)s>39i-g?_mTfb{hsfF4<dg|eS4s;yhs94
zoo+}QBq$Vs6ir2-O2VF+{7QbLXZABG|HsH#EHhArjw=XPcI-QFUKg$}1Rv&3n1=~Q
z(9j`v4H4w?Y3T9-I5ty_GvqBfwJt#Y2efm%IWjhc84F&FK*K%)mk(4)`OD!Gf$BSk
zK7fP#G}J}7%E7&H;AUzvpF9`Opc>Twi4JNkhl5pg{M-`Q2``%6PP-+s5ZJq*OPIjE
zg}Lfd=!d@QPEC-N-C1kIue}U8yz;3}hvZ=Z{e-KGlw=nY#(+<g?;480-Xt%X3jOPt
znn+q4J;?vhEr4%PutNq?bqs{QvyprRmx$fSt1pKGd(M?0T%9Gu*ms>}1_o2#8Sm2;
zI_Y1jz3-V|YElD@e$>B?bC<l%6`v*_1wv421suPz6@i*vg$d*l*?M2cSxIhho9q*=
z&z?HF;9x!MJAW}jXKp+PlNVWuoOOEy{g=pV30GBf`6e=8s-`D7A0*0pj%X(B^qlTP
z>y2X(tzd$X{m5AfIygf<VF|dIO8i59Iok?Bb{ke9pwh2HUz(^sej{(el8eB~THgKi
z2@;IOoh@0nC(ID8>M~>ta%RqkBh+7IEhtN^hMo1PaBRk(VdTe~f}0GduMS6oL-*jo
zOwtZ9!J<L#wGJ}S`NsHk4or_2xd!Q?cfsHWEtR`B$uq67q{v$6hx2}oIO<m;x2Gb*
zgsY4vAJlRA9rd*^b)+*vw@PqqW}DBhg9APy<ur%7)0#YaJoL+wyW|_$6PpfkD|z;(
zp5!d~n}Th;mB%!)P-(Tgi)KJ(sP0exA_qe=h<!%he<1=2Vn9Jsgvw6JLGUQ@D8<!{
zvW3}on*;+zpo%DGA2+>|RFVDs;wc*J##=|~(qP0!IO@)f6e4dzUWYg2niBDox8rte
z9qJz=&oMy<Tp?@X?|cdeUBZzQQ&LmNM~-l(Cd%y)4>)`4OoNTmkfB@QXp6ncUlFcK
z=786|Ch7dUYQgRh%73RkJ}0=bSK%|*o6{Qh`WZjMmAwQmR!fr4rvANYK26G#r&IsH
z6ShT@p<kF_?GYp>lmjX9ro+Kho}I;Ms4uy%3Ia7HnNFVnJ@9DiKM}5KIQzbow8dhd
zLvWN&NY!S7D#BIHE+A5;5qS^tKu#yK`Xlm+EQx&7ue1sFyL(Y`rY*j#xI4Ft?8VtP
zB|Z_6a^0C7i7{1eGxz{&t&v3jqzLjHLDwh94=l@G79m?;XF4k1FV1juq~PmGNKlo0
z3;FuVK26MNlObFcs(n9FuB~uzjk9UfQ7j`L!pGyvX=|!O5P>puEe#G%1!{@&{5BYR
zlY@dW)J?e3zf>B9S_SIPNa_z@2VyEGa69a*<-VFZPYWxqCY?LDur}?tp9s_xEPp0S
zBA5<F3s;U$T}7ZX8R%v@2pJE3ge5n!?0}u5+u+EtyoE}*va?5a1_~?NMd+Z72vpq<
z8}IJ#CMW3NnlKd*0EG<7>+Xg@(>Ise34>J@Kwo{7R2{8_D|`0x?i+IZPT5?$pg-rj
zw&Qn_v>AEV7X|ii{AltEJV8yHNg=l%Z9GMu!LHO)Y0z#s&VF0Cw2hV`P(?N8v`>dJ
zfC0Th9{UmaE6nlxG!(|OCxZGX$Om*s$(cr6YY!ZEx29UX6jyB{rXmuIqoK7-&@vfZ
z`fhy$?}ef4D`xpJm2j1T=(ebu5rNQ8An)D>+%)15w6k0qt6!-yW6n|v@^G4M`h{EM
zY1SaoZXW_Vu^fS##ywHE3dr6`Tt)r#Q0VtGQ>v>JMDr#E<2d{aI5_?W5=?M#^d-;!
z_=S8#jQl}5^o^bK!c{=mS2oZFKBk?2zL5N@*4y7&ShU=a(`x2J7z#Cxg)9B9UGSFV
zE6IPD=+mScc?P+C8%Mn_VP{h>UU7*CM2ZO%bQ%pqW?Wk&T;<?sH{{?4>K~wfp6Ly>
zfiOC5bN~+4r@BXb%4z->mqnZq${$nSaXiwQl4@}fe)fG0|7p39V1RIy@vV!YZ#ur<
zL(rdE196%DCtA4D=N78p8BWJbnV@)2B)Ap;!7lPDgTVJOgBOJB{kD5>Y#cnH{+%(<
zFF^aH4l@Hk`80V++mUMaQP8g<5>#h`cEVMpm&?IH6!|;kMTUUSCf`I}(E&I8Q3iP`
z*By{b$9qKVtJC}e_dILSP`nZdZ_oR;n~*1y+xNWY{0cccHq)my2L&QQW#P(B{zh<V
z?2IGNCpRbPA)o{u9HF4;6E~=jw2jc_NLZKh`A6X>>7Y-OsjQ+y!j+?qtDtY%TJf*J
zPxS$>K|6iO?JH%I$V+zA`cLnByG=oF%u=&1wYNA12Q!l3z_g_e!d2V2c^}*~?t|11
zT@G#<_jBLC&Wau2y>*~@<Rg3(oWJ8X?CWXTdk*JhrpGLH90@lCXE*pddAYa17cl4R
z$)h=~XhwcWxH^kd<OAt_rR1BJLb~#l*Z3BGu5-PSk9-#SSazJI<S&sYtcM*_!*x!;
zP7S&FN*$)a=8&@k_B%bb*l|vaKn2!v5>Add^1qoNts)E+Cy)OQ4(d(uX=28@N#yoD
zQhUgka_b5ile6*%5va|vTo>UW7aiOqKl3xVhdkd&1bSs19Ge}VTEbP^EW~w%DWUD;
z>S~xe%IaS!k^hOlIxBOogP=DBo0LF!p1)BNrV6f-hirj<3+fj*1^s>8CMZXqNPaf}
z`p=P%B%jlQyMg9$j&DVvs-PRUovSjzCGwOHe45nf+35Kmjt^c!pvG}g@{V+D?6e?n
z(*yy%Vg}y@6s-ROf&z5BlYGZ#;Nj#ylHak$%sxLLpd4R9-#A_=TxG1egFu@w11Emq
z;Cp=v5;UTNxYJ0mc&Sg5f0-arxT>1VZ$rN&^*^Tm6F%4%L%y5(d9J~674rM!3I5tJ
zBt@Z*hG*a)f!A;#mAfg(`@INa+Qb*+m*#;R{h%L_0rOnkBHFJ{p1&Ld@;l5~PYUb@
z_umq(a=eN|M@<@9PCmOAT$(}j9QkXUnzp6>E#a!8?8)g&esI4Nd=?HmatJV|jgQ=Z
zRl*$dL}|V1FpJr5gsVDU%^P%s;lQ~;{XN#kO59J%uP3k5>UTGIfb@j+BQWWrpbXAw
zjG}S_VeuQCFt1aOx2JZaqetZS1Agt!A%jIZpQ=dx;pF?{bw;ElDA-QH=<Ud%ndnSE
z4?{~o0q;%yugEKM$Ot1Zd;$77qo6PIG<}RAe~BfS)e|0}z<%{g{Le7tn+`)IXlMfY
z;s+=pQ`hr_tCDNl4BP~?o%+dqEY{e0tn}U817)AUzK3qwMYw*zJrL8(4hdH-A}hni
zBZl-N^`D)CP|XRN_ZR5*wkC;Xg{$U0wu07wdhPKQCMd_bT0J@#&jfRle44yQ{u#M_
zzthl5aBzkvs2Qd<l4rj^)GzOk`V|RM*{PPHgXhWTBT}a|c@J{C*=;4a?=3z@p3Dmn
zwP>g4W$~+qqoSNW4m5(_5Kt)ZT{DwAmpo{sE;`5L?0fRT&w&>WgrUk;VCPz1@Ce!;
zO|G8EmHf+Un1US?tl`F=X-0W}havm9(PHFJxUX;e$o|4rTe<ml18unz?Jp%yodqtP
zw)XFAqM<+7Wf(&bnV?}=B-l?wMKci44C~>C4&?8xLynD|X~I=NOBedIg#om)CPVxy
zLA6)mpnL!%-_cMW7O9!61z&~Zr97c3&`^7F`<-&1liPP+*S-e7h5dWscu-DQdPfB6
z^vD?P)4=3l4f&^+p<k4akJHe;R^T#Y(Z_GpFU3imu~YdEIG*5zzI$Sbr(EC&ubVkU
z?r)20k8(2|W3xXI&72Kx!=bVxY(GW0nev#nNY{(rWBx+AsOfI1q>K0EfIO1&cSWv>
z{TPRi{^SeD?H%UNX>XLz4SQ2YjwjW!*Khahu$RHvKq1;2OKv~II7hfD<;3wmt!Wzi
zM)EowOHF_IH~BX7$4@sm%iLf_tP9ey!j*%^8xW`&QGOw}pQ<l=6Z-a^!6@>$`=~Ai
zDvkDl2y~0?0YM^j{4*0&S_{X9NBs>4_QR9S$oFwt^daqhM4l%Rc1)*L`j+@romL9F
z>6ZhMB31+{$I-kBVa}Ki<QdZ0s3QXE&O&8K^shuB17=V^NuIbJ{BQsg6uJ%jqkrcH
zmZ`Ju6pY{?U5*acl7H)i<Fe%cklPO`w7LTaJ>G+URqAgiAHaJNqD-fChJx$tgz_;#
z$-6K#GRdcj3A8i${deKOOzc*X^B%dZ`>?(x_e_DEAliTSUM>{fi~u)&xSS0WK7~Qk
z$U^TU0Q+wA?&S7ks<X)>KZl(VIyy<dqYt>r$ZhgCT$OmbmVfyH9NVt~9YTJdE5XWi
zFqQl<Zv-`M<_7tJOtb-0b@d)1<Htk6Yim1lHoPtZ)%Zqu5oy+dMxMvI@O+Qlz7A71
z6Lu0u!A=AN9Y$_H75<^(>TIwd^E=7}f#b3p$|ut%)#{6Xha5;_(nnR{Dg*YMya)Ls
zW-N^Qo5+`L;y#ZN1U-hKzJI$@-%+~_ymDk3&j88`aJ!`~4JMI?zKVd&wC@CY|34A1
z@ss->_^~g~mM8aO$^5i!jH2Lz9}X(f@pr;iiToJ_2ay2~+@gNqOVIy{`t_bbf7=r1
zkIDhTTf$WdUS9@%v>9m|-%>F1c?gQo!H$2C;B)TBn4Hy<1)4Gx%U#b}bUcZCpS1)&
zCtPLV+IpYXd=!WT!2!b6b>XB#aQrF_MJR#r8YkU^5mH4XCLy7zqOV1+0`UBX9F}Cd
zo8&q7!=CAHA_8G=*Iw8$XHje6%FZU*uR%MD$o=S7o>tMfG}MrzXglMW39h~Z#}&!n
z$N|SEGT_+k%PbVGOOXA^2I}V&1;smk2|Fm+I`VZV3fd$<5X=N?$@5%7NmM64LEilr
zcgK5Df<f#*Oh1v}g`?paNY{wz-XNd<5ZqMxHgfw0yM&yulWSY{5?@KqYa>tBFgc$=
zf-M|FjDt$#r6$6V$;d|Xjvs=zXP`m3V8?z|wh6gsf=_G0zUlxeFz;&|M?(vRtG0IZ
zArh=7|C)TRRn^yM=PUMGrmE}bMnL=DLZA_WFqAA@PX{)SgoF3!U?meAu(ox7Cx3-2
z+i2<+4uXSDZQ#H-9wc04U~zv`nY0#t%pfnA%;|vHB3n(tyj@7JAOHz&3s;TL?hu2Y
z1>eDb$yAw-{FpU?o<d$c0)dLYl)oHDDM)5dX&POQJaAx71=o|OrNNMCyg!lGPX{lB
z_?=RDVJC%-%}FvjuOEWrR!4S<333mCA=6(}$p?L|z_WJT`;%8;V>Dya$K>`y`v--q
zs>$i^jiNUF#ZOF-!Vatub8v^;egVVta+|TLnvj9n1AU!*Q$29gf$bna#VYfgp7UP{
zvcGy#zB!m5k=l1}z9n2ap1%MN%>M3v@}?hw7i0#`kXvsk_d9=6Fr1r(KQlo@0XPm>
zhZ6dUyn}G%*dBX+B=63;H&s?P82a`K-><p69Vc}zA~hxP1ry|#7cPyJ9`f=M$W2$g
zp&$&}Z^pewK9e1oX_PZUpr8Fw8^_s8-iHhKn#^EeA=>{-XWZ`$p`f7%RHHe|^LcV0
z1bvyHXAuONK>d}%)wO~nKZDEES0CG`Z{IOfuP_{Ef1kAUt7Al<TWcLuMJ~=8<}$%H
zZb+Nu!yn{994kyoG?n>-s=6Pp$#*@aWM{C0GwE(np8Y9W$Eg~MboS%KW64*@x<(yu
z=wJCLC;7=W$hfK5d*l~qYVOav^*y#IGPr|lYSTY-5v~Hx$9~4NsTA@R?CMPh8-zi>
z#+PthfB_|ukK;TFcBJpyD*{zT8CDgYVS>zL7&1NUL-M0nkz>QF6@%k{cs7~^*evpm
z92(60<{QP;<lBDQ>Jby91!m7dt>SQS@mDxD9b5wWP;Q8uerA<$)nuydf&LYi#0Bc7
z$b)uG6*D>bmx6F^qZpo40*3g>gRCze%oDDvrvF0sTC!}f*tf^GDH-6XE&Qar$cSlU
zLxihzDXrZ2@v?1WzgFxf<)3VEXN%mQ!Ru7v%)pzakiN2Y;q1O}mErwS$gnBtLgC;!
z-vU2CJ1vB(IJR-`H-dZuIbU}0bbj<d8nWN=^#>CK@rvC>8X8*~j^_`D<8$Pn30IDX
z-N_#4J?amy3XTy;+Gt1w66}x8-WKD9s~p=Kj04E~4uPS)bev2(X}E+SX>oi(ewZD%
zX}g8Wh+ox4N3uzn_0~cWD984506SFz;r5%r?^6FLtH8{Iq9dViuhCnOcao}+{6F2}
zeV>A1IZzU2)A>{K54n|R>OP_@9L(g&6pjo#J;>V}gq?WuQRI~$qU5Aoc}|Odpx|7z
z8$U@J<<M9tBr##jC^)iThCG1WzCM0fxGKSID`Dpa+POo0`#M>r=V9Mxh9q-#_7Z_I
z^g<yR+8F>#pOAaL0Y6QCgNE!~@`mN$z<!zEDDv$0?MkI=rr;b0Zxc`kd9_S9Ha&A}
zc{s4|JQziO;TcrL%Pfh{$#eAuH+FtjTs2Dj{ZF%^;b7zlBp6OZH-)Pb+C0Js5{Q3-
zDnQ?UHFzcRjXWEQ(oS!3^+aK|M)?^9m&U=tYfNxexN@AYK1w1t2kpR$aD1NqMJ4JF
zB40KQ88D5zVI^ja{CP8J-$=pm?nrQnh6cwVLHcrVvj*QpZr=-9r!w?sehGauXue4v
z^CtKN+TUB5llJwuku%e^KW2ihoV1(%qEr<)INlA0Ovlrm+<v5MK6#!;+1rq}D(po2
zIUO*OHl@HG6OIX2RbYSiCxiO-Ta})v1_#-fsPZK%a&zOOe;kWqI0g1;vw^(-P~_O0
z9p91LuVK1FZodVuX>|l-J!a~6#!?WtI(wb%60UN5pfrlk)ctAl>BYcJ<MP&k{;;*+
z%b2m}g{!Xo6<)@ZNvJ-$YcB7N&08OiV<`xG0SS^rz|HCRHhB;1sbxJnv4!0J%0#Xg
z|Gxu@7On!Cb6)~g=bv#rjRN~67vGWRD~NzPG0@sIVaUE`{C)CGm7!mp`bUMU67Bz&
zPm^EeG}e=^9I-I8WH%BdGC^J8x(dE?XHS=Bz;bdYsRZTE)IvJ@3rC~L&#D~CVFF%5
zZeP^COn&Sx^efPQR2=L_jMZ^Hz1}lS1S+r^?;yckCYZ_uHy?nT#(J9i_N)J{Q~!&x
zK5gMB?L^du<Lupn)Kw1(j_yTCjbMVG$<O|s-Eq}A2z0OqJd*k?g{wAj{StT#`K#nl
zu7aCY!V1M-mIQnnJ8Q0cl?m*3jOD8f2ixvtH{>G^E$ODtkU8tAKOr|~(Ib(olD$;g
zy(aQ%_9ev)^{~n~!BvKbfgcdAGSt7l8~>q9E7tBu0htUOuMc^66L53wp{Ni3LK`BE
z(Sa~nUAVGmzl>-xx&3<UUBcBIJ?){k@5gPIV(SMc=uiue&C)oy0UT`PXkCRFsY7nR
zzGDpefdJSEr~V1@DIRcSSei;$LpZqp7&(&y(noD_ewQrkvt&z!tCCMx<I{Q{1w#KY
z_3hWrzugG>i?+eOnJF$5uBR1MSp_gBU%XZVaqw*+M7jj_o!G`ObcGw&Pw2QGdB}Tk
zU<S<z<mqR?Yf^ukaAm(ju7-{~e3qx8|E+9mRL5!81RD0<{TlL9yvkXdkzFFU-{(@U
zDePRij0nuo@G|){zs_?(=Mx&5KtWoXTWz+qPJ2r%xETyK=0!@=NLrKI&y>v(u3B68
z0~95u*7AXO>L*%L#wX;*u>9zn^*Nco&EdG;3K%lm3!BL8n_Kd{1pT4ZH(mQs!>_n;
zAIU3g@55Xu^Z!gdk{$XB1!k7k^~q-}fqn?}2a(rV2yV{ex#Y)qHOOqB|0-Oy-NvD?
z?>8Oqvn?Qqt^h$RItV9^IqcKK^ow<bt2Sgmqn1SdbJL)2rn2*?Z{3~S&bdm#+0EH=
zP^%>z*l#3E6|QnH^b{PJS;F^5e~P<fj<lT28_0;6uXTAD_U^QUACvK)$Q=%;;X0dg
zms2bFNxT3%pOHT=TxEO!cU?-6zeCPVR`<2J@+JfO*{i{=k@))Z?A5rM+};oUQMk(N
zuww{f7M<m613Q~!M@1cd$-9wr3#mfZ=re`_`$RuQzG8<PH&05<-cVTA7LKa&zKm!(
z`itCtcr+vd`t~!Ly~*uibQJj{+@j@oOy6}(1S;qDHvuxpM;1qkn9j6xJ2<xAc9=pw
zXEI8vOaO9FzCHBou;+sv84VIep!bmOA%R(F3>B^dYF`YF&0KIH4LwMOzG)BV$&3FA
zeY1IXkK8xLrz07}5-rg|?7P3Yo?>D4bEbzxq?%mNWH)TSRMMqtaAo?G<sBjK$JJm<
znmkJ$#<`B!a;VY?`tnj=t!Yk$UgWbs%bxWqhKFlj&@tWkaSB@RanGv2M)yI&x(r}$
zA{>P$gPZB%7U8Na>pk*mO*2jXk^1wp4bk$TUT4^OHVJl2uRl?^vU6y)&WL<{C;*<n
zrXb}6au~yau8^m;178&g!9zOWYe=(Bn_6Aq*nUP}7J2q-QPMZ=6M>2-b{8DHLdQ>-
zp!Dl*bc&SJwFN#c+01}%cZH*VDafHLxb+d+4cvaVxvOyHr{xg%DMJ0>)DPh;k8hIi
zA@_9D_Pb`~Fz+jH5S$l|&2@wp!j%L2+Z%(a&sWGfNp!H1eBy4m+Cs_TiCGBDH2cck
z;m3Yn&n36t&w59=@_+KIPkVTkev0>i9krLN4%2q)lINS^Q`r4^p>)4N)}Xb3N(qCJ
zxQ$Yk<E(JyY|A2_{#%yn`glm5UIUpi8$tzoB8cW0;O2r|S@M)t+P**Qj?-5t2;$8a
zW|;nfydM{g>G12^Am391fv#piF}>i}zBi+2Z}2G2c`-+p-t1)x?DzC86s~e?f7xg!
z_4#OcR`FgV&wPj+n=`h0A2`l_A~;TO#nqPCmI=s#$?<1QV6V+@k-y6InyK$Tec`~q
zQ)!cMl>z(vKi^RQ{GA5buQjxN6^870+4;%sZ#k_bulj}?zgX5^M|l^T**c5p2YdO_
z+}R@cAN&&~V={Vza{FoL%jEWp*?PVPdnvh5U}l*!Te!;T&@r$-o=xPr{@@2N5Ar+T
z20~Ix1nTnADQn@^Mz|V9!gz6`Dh(|Wt_Hk)ci`9zcw4ET!HJov^4r2yK-updb@wds
zM1=Khh9KVvfbo{ELwD?aH*<*;(#=@N3v*v`rN~uG_NMq3Ot<+R9}F>X|D%4?a>R;X
z`KZqT__3dEd4as&Z0+~y6AZ6XV1MBvNw^Bger9VI`5w+5&30nhfzY?Nppt~ELP}eL
z44^s73AvI9{QsgPOmq2*d}LYVX*%-lEE@y|-G70;>F;)t_ss!)W9K$`+5|W*763z?
zrAqV(*_Q${N%%wrD$?V-k>DjdKBN)|FU;-4w&Z82Z+{`|9`)@Lwb@|U8TtqJu+0fH
zMg+?7e6Cu98EHBbY~!lf<oJm(bQvXKMwX&O;9&1glte8C>Lb6_0bEuh?($Sm2Y<rd
z>_u64C=5&}3B@mIpd-2c)utij*SL0!p#CoMIkREM?3`qhSH##`&@n}v@FpBzne0wo
zE@wxb3<Q>k22(|@N@&DvaMS3%WxB^~L#C_9Jq-5j$M33=+uwkFRk%9yhhh=xcg!j@
zi3#lM5u3^F7wi8+Zof)u@LLFIqIGli9`bR|qNJAS49nS3YB&=7r_QwKU2=N|xcb}B
zZ&e+JOk3Gb{(l}&dI$Q)w?p3y==t6iu7)dnW22b}R28f}<I{ndnZfJAb<trLE9;T*
zamtYB+xMlPCJ)a8$G5aKc~$EO=%147qmqAht0s=lB2bQFfAVQCg?v2u@V;mhW(u>E
zhA#4YNA3V5X!af)*f&iklV_AdK+=Y^e`hlV_7m5Ck@wz#1o)M2vW`Tc_9NrN$%Bg{
zP*c?32v;RkkZr<LS=6XpFmz_1yJMA{4fgxue;fsQ`+P9ih+|0J(J*Mg{iYkaz0<pq
zeEtpC>CKY8LH-0Ub}5+k`k#hl;NXu<?#NF(F}>}_iE@vH{7atq`Drko+<q>2Il289
zZW%x9IPq@KYI)mb$_H+o{2OLp<a<E9z!h$?$o)4Kqb|(ad{+|egm5NdmdF{xRg=28
z4jDIZCn-4&`YpNkFg5ZvxxIY+n*8UB+KxYKkL)f5XX+v#Q?lif;h;EY5)mw*;lfow
z_S3wRso!yuPiq?e!{iq@r$jcS*}gm;4(zv7P9{H41_7Cpxc2{}A2|U59jOY_DS?Qz
z4!Qk)(mBF)w-NF(9GJ7Nz(fS}iUVGUIev${>H|11qxOFC0o+7@R6dJGZhtej&?E#J
zBnuXO+ODUADimBF1`}po*n-@?%X6M^bvEt~MxbU^aF+ZG?;(nyeP=TCUwyh^jBcY9
z1?p2K>iCffJ|?%Hxfn79hPI9OX-(t!bK$y8^g{-k(asri`_-@ar?_j^c}n{2&-8x$
zKJ35AS%jGtoF+dz2XP*z{Z><<U$GasnWc;uuHrdz0`Ztx$6|6m-syK9(a>i!w2JEm
zb2gnLzt4TfMCzBC2FL5MaLrnAwIHwZ4gz{U00}-K&;He3sf0Zg*k9JWDqQ6tqY85H
z4jl(hhvQL`;J^erR=CnXv<>=Z&v6y?AN7R3SwGxX`fBWK%mkh2AnF4+7>;eDtnUjA
zBws%lh9aoHlidDxRl6Cm6V4r1qrXbH3bb%v&MeJl%OMfy6^*rpcaer3C;7BXQ^(JK
z2nPeMBgdwjXe3-Yu%EDfo%;WIS2j+9xfJBX)dNY4BVZ;Rto;Z%?nPdY{0R0795csW
zM1F|(7MX71nOO)ZafeS^xEugO@v~x);}e+4WliLIO9FLz=i=(Y<ZL?m^)hbeMj2x4
z4~8_Ejda80T_2yy5VII#qSF)poZycjw_gC?NVqDomVf)SW@QHWCiO4y)&aAYJVHLD
z01C#m!TfVzKl5|VyJkIc8%KeC|L$n==__C;A`p>oCb#>yhr(5$Gv0RN(<FnbU!m$(
zGvIgUB7j|=!d?P1ewN(6$>IsQ{qgO(^Wf({Pw;9>ZONO~)PDVrS#`fI0##$#?;3TS
z)#R7C!&86(J*J^tJo(H>Q_h9svom~J(@b1j3s?5v<h&0}OPcQzCa72jB{82Raf}Hb
zaCv2_u9zq&L-soXhmqSu*-Y|oZ=giqWCp%bTy-CtI43u4pvM9@cxF8kv|xe_!d2Df
zFONV?NgSuX{Vd5{a{IgNAt|t*OYUOTr>~i}^`Rhg92}c@Rl0EH_;Mf|ONXwHU#VXq
z4*KS7ja&!^C#*e#spS88)C1keF%c*S^SC)|E^R$#0{gY;VT<6ve&x?-^44__P-~Xl
zWpev5pMMw0j8Zvvx*%sq1Cb)~V>k%oXdgjCZwpuYy;%hZ$>);i91A-ROK3aoBy*W2
ziw%8TCx76-iv-5O3yb0S^_$?PNT-wAH_UuP9#;=JHf<tc3G7t7mEBGg;VJ{>BVK;v
zxEB-H9nu=%YDmd%t@pm5zCH7NL<jNz_;gOqrTU6X5s>wsJHOMO0{bltv&rpy1imIe
z%WE~}w7f>XV-rfEDoWa^v<!~zmy+}op5Ji?Z}x=6N3paUG0hs0sZ#15iqacGexA10
z@SZzUJ0(-$qyH24<Ywtq?U&yKEr;BGm+nk*`!0da<l&znFJ{UVxB_-kIJ-8rok;%O
zMICR~tQA}@3hY}*rjgq(_c}*jl6z%MnDGiL;dpcv_v{vVOyB;N@J^Ad0=sq=1!jiZ
z3ruG}p_pS8^luh+6Sm5VuW_oIEdN&fv^FwqdZZzrz^{GbZwYzD3ht$?o~D7LC%Dnu
z#7^__ZWs0M<4NvR`PV;!6>IJt@~?s4vnvp1E9P&daMh>REDrysV*e($KU*+-E%fa#
z${r+NmF!cNpFS~}e;pFopSFl5zcLYy&BST7a8;m#c56df?|=Q1`usk5*7Tt6dgy2W
zEP?c{ZA74QHmNTh)KGEBv4A`@6D45=pDX0{!)c{9z(Mo@pHAN)K>y>!3s?3N$AcR?
zeHDK}1S3bmv8mEkG!!!m2^PSPvzdJDNO!;vsk-)^k?uY2c5K)PN6oohFqcAalYjjO
zGGgWvzE7c_ClYo(pr4iGL5#~3$X#-NGvw)`2*uN2$i5$ABDwt<w<Y8wIQ0yn<L%_>
zZz7;-EWwB557-3I_GCIU<TDicp3hNIW=@$RTow6WUKlcs^+)n*N$$y=QiAraF>TV3
zE|6<>)7A!(+i#Z{_&N0LR}(HKFWepe&1fCH3Gp6~Wr-YqXE1Z#Tm&lM{=BK$IG#ct
zI2jp?p#Dkn|2#RVB_W$J7Nzl?CUZ6ZMd8Z+ajvUSAkz4UQedCHx5<Clh8&nR_zPQ*
zgY|b2P^~~j^p0@lpy3U)F|&T!KyKep|C{jAC1lietV>J(DuLp6-IU!@Md_Rum@0gG
zD;(KR)fL@_!0N>#fQoE8)r70SR&X6<O7?y7d!vz&myi!<FF9Y->Cd{c_qFXXWPkW@
zgmBdl*`N4YMxJLT9PFcm!{n1DAyBjC{)P6l&qbw*oE>m5bv6>198?gla&~e6s>tl3
z4ks@>58Ra85!#v22X-bipv%-R#fu@s$lL7{`)c-`^8gHupx}@a2)DnTo<Yuw8Clmd
ze7jhs)|xv}xUyq?rQGpTzlt>C809mRj+Zil{Yb()yJ6@`ynAb}jCIA++_-(xcI+49
zZQTPs`?FDJ$nAGFKere9_G`5pklUX~=qFq?1@3DX%z9hmUM4to+s)i3_h8%CB(Cj)
zBl~L-&wc?OzYsNGPUouR`?##=#R3{3Tm|stv`>@u<nyS{FB15jI0`<aU~pkLxJ7=C
z-2R|zk^Km0np~4mhiP+fkZ)`PUX6BklNV+;f~lx9>c<q=FJy`R5)PvHOuHE@o08k_
z(Vs%T@D3WaY3v8d?T6GJ2@h8HVB7D?sdfO4o7Tvlvlir!Sp~+ya`O0OH|R^LQv2&g
zqYuJfnL)5;hJgL#Rmy|AEU5yApntX^_&D-J@+;Wx$hw*|i#!r%zuz&pah{}Li`C(k
zJB+pwITR)JB^@*nuFk??%-|^UjpP~JX*V_TKib)`*rzq`>0h_i0Z&9=&*|>419IY>
z-i1t<na1NI@NM5gTHq`ARxct_hw;%xxEchKtifS8_3e+$t`x4?J+Bwbwfq2W&pFEk
zBa(d@m|-dJQ8>20^BY5Me>!L|xxI6{K)7<;ydyGjNPBS?AM`}{Q$9c;m`t6bjqDw~
z<J=|>=kBjru9f{7F*e)>J7$}D5V`%ZalvCMmS<)2L+914f5=n7zb68T2k5{Y=R>XZ
zf0yT<3RkV*Vg@o|mf=^(JNAH`inP<`8)W=U4d@RJgkTi;`~sT$osT&=O%s7~aFUzu
zX7PEId>)&CIlrnOhyD*^;Mhz+Mv>2a0LMmu1G#=6M`DT9@kmdT?^_s}cNqzaG6&U!
zt2TCmQzbLVv=y$Zv_^U8o5|^0v}1ps_jB@4Ze^Q*{#INKpY~JdRZbwFI?Ir=2nIAl
zxN;mF3dg41ETz8v;-z!s+23a-ee!qAz!2W%RD=%di9l7sn9S@&H<$ceGy*bvLSK_d
R-I+Z5h-d5UBi?c+{~z43mKOj3

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
index 92dd390..853cf6e 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
@@ -213,14 +213,14 @@ string generate_source(Json::Value data) {
 
 				// generate DataRegion output cast - $OUTPUT_CAST_DR$
 				dataRegionOutputCast += "\t\t\t" + dr_name + 
-					" = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(" + 
-					dr_name + "_arg->getName(), " +
-					"std::to_string(" + dr_name + "_arg->getId()), 0, " + dr_name + 
-					"_arg->getId()));\n";
+					" = new DenseDataRegion2D();\n\t\t\t" + dr_name + "->setName(" + 
+					dr_name + "_arg->getName());\n\t\t\t" + dr_name + "->setId(std::to_string(" + 
+					dr_name + "_arg->getId()));\n\t\t\t" + dr_name + "->setVersion(" + 
+					dr_name + "_arg->getId());\n\t\t\tinputRt->insertDataRegion(" + 
+					dr_name + ");\n";
 
 				// generate cv::Mat variables to hold input DR - $OUTPUT_MAT_DR$
-				output_mat_dr += "\tcv::Mat " + dr_name + " = this->" + 
-					dr_name + "_temp->getData();";
+				output_mat_dr += "\tcv::Mat " + dr_name + ";";
 
 				// generate mat assignment to output DR string - $OUTPUT_DR_RETURN$
 				output_return += "\tthis->" + dr_name + "_temp->setData(" + dr_name + ");";

From b679c0f5b69830fb6f06daf4a9774d7a8afea403 Mon Sep 17 00:00:00 2001
From: willian <guns945@gmail.com>
Date: Mon, 20 Jun 2016 17:16:47 -0300
Subject: [PATCH 06/87] =?UTF-8?q?Removed=20free=20on=20P=C3=ACpelineCompon?=
 =?UTF-8?q?entBase.cpp:46=20due=20to=20SIGABRT.=20Memory=20cleanning=20wil?=
 =?UTF-8?q?l=20be=20performed=20later.?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 runtime/PipelineComponentBase.cpp | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index b60ee47..d99b465 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -42,7 +42,8 @@ PipelineComponentBase::~PipelineComponentBase() {
 			// delete aux;
 		}
 	}
-	if(resultData != NULL) free(resultData);
+	std::cout << __FILE__ << ":" << __LINE__ << "TODO: free resultData if needed" << std::endl;
+	// if(resultData != NULL) free(resultData);
 }
 
 void PipelineComponentBase::addArgument(ArgumentBase *arg)

From fbf1141ca1dcd71e9a779c7df3c90042a8803d03 Mon Sep 17 00:00:00 2001
From: willian <guns945@gmail.com>
Date: Mon, 20 Jun 2016 17:50:03 -0300
Subject: [PATCH 07/87] Still buggy code. Attempting to get the output id to
 retrieve the workflow output.

---
 .../NormalizationComp.cpp                     |  2 +-
 .../PipelineManager.cpp                       | 41 ++++++++++++-------
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp |  2 +-
 3 files changed, 28 insertions(+), 17 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp
index 8f96ffd..709edd7 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp
@@ -119,7 +119,7 @@ TaskNormalizationComp::TaskNormalizationComp(DenseDataRegion2D* input_img_temp,
 }
 
 TaskNormalizationComp::~TaskNormalizationComp() {
-	// if(input_img_temp != NULL) delete input_img_temp;
+	if(input_img_temp != NULL) delete input_img_temp;
 
 }
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 563a914..042776f 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -60,7 +60,7 @@ void get_stages_from_file(FILE* workflow_descriptor, map<int, PipelineComponentB
 	map<int, ArgumentBase*> &interstage_arguments);
 void connect_stages_from_file(FILE* workflow_descriptor, map<int, PipelineComponentBase*> &base_stages, 
 	map<int, ArgumentBase*> &interstage_arguments, map<int, ArgumentBase*> &input_arguments,
-	map<int, list<int>> &deps);
+	map<int, list<int>> &deps, map<int, ArgumentBase*> &workflow_outputs);
 void expand_stages(const map<int, ArgumentBase*> &args, map<int, list<ArgumentBase*>> args_values, 
 	map<int, ArgumentBase*> &expanded_args,map<int, PipelineComponentBase*> stages,
 	map<int, PipelineComponentBase*> &expanded_stages);
@@ -87,7 +87,7 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	// Tell the system which libraries should be used
-	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
 	// region template used by all stages
 	RegionTemplate *rt = new RegionTemplate();
@@ -120,9 +120,9 @@ int main(int argc, char* argv[]) {
 	// get all workflow outputs
 	map<int, ArgumentBase*> workflow_outputs;
 	get_outputs_from_file(workflow_descriptor, workflow_outputs);
-	// cout << endl << "workflow_outputs " << endl;
-	// for (pair<int, ArgumentBase*> p : workflow_outputs)
-	// 	cout << p.first << ":" << p.second->getName() << endl;
+	cout << endl << "workflow_outputs " << endl;
+	for (pair<int, ArgumentBase*> p : workflow_outputs)
+		cout << p.first << ":" << p.second->getName() << endl;
 
 	// get all stages, also setting the uid from this context to Task (i.e Task::setId())
 	// also returns the list of arguments used
@@ -137,15 +137,15 @@ int main(int argc, char* argv[]) {
 	// 		cout << "\t" << i << ":" << interstage_arguments[i]->getName() << endl;
 	// }
 
-	// cout << endl << "interstage_arguments:" << endl;
-	// for (pair<int, ArgumentBase*> p : interstage_arguments)
-	// 	cout << p.first << ":" << p.second->getName() << endl;
+	cout << endl << "interstage_arguments:" << endl;
+	for (pair<int, ArgumentBase*> p : interstage_arguments)
+		cout << p.first << ":" << p.second->getName() << endl;
 
 	// this map is a dependency structure: stage -> dependency_list
 	map<int, list<int>> deps;
 	
 	// connect the stages inputs/outputs 
-	connect_stages_from_file(workflow_descriptor, base_stages, interstage_arguments, workflow_inputs, deps);
+	connect_stages_from_file(workflow_descriptor, base_stages, interstage_arguments, workflow_inputs, deps, workflow_outputs);
 	map<int, ArgumentBase*> all_argument(workflow_inputs);
 	for (pair<int, ArgumentBase*> a : interstage_arguments)
 		all_argument[a.first] = a.second;
@@ -231,8 +231,8 @@ int main(int argc, char* argv[]) {
 	cout << endl << "startupExecution" << endl;
 	sysEnv.startupExecution();
 
-	// get results
-	// for each ArgumentBase output of merged_outputs do
+	// // get results
+	// for ArgumentBase output of merged_outputs do
 	// 	cout << sysEnv.getComponentResultData(output.getId()) << endl;
 	// end
 	sysEnv.finalizeSystem();
@@ -542,7 +542,8 @@ void connect_stages_from_file(FILE* workflow_descriptor,
 	map<int, PipelineComponentBase*> &base_stages, 
 	map<int, ArgumentBase*> &interstage_arguments,
 	map<int, ArgumentBase*> &input_arguments,
-	map<int, list<int>> &deps) {
+	map<int, list<int>> &deps,
+	map<int, ArgumentBase*> &workflow_outputs) {
 
 	char *line = NULL;
 	size_t len = 0;
@@ -596,9 +597,19 @@ void connect_stages_from_file(FILE* workflow_descriptor,
 			// add the link to the sink stage
 			sink_stg->addInput(arg->getId());
 		} 
-		// else {
-		// 	cout << "workflow argument sink: " << all_sink_fields[0].data << endl;
-		// }
+		else {
+			cout << "workflow argument sink: " << all_sink_fields[0].data << endl;
+			// update workflow output id in order to access it later to retreive the output
+			
+			ArgumentBase* itstg_argument = find_argument(interstage_arguments, all_source_fields[1].data);
+			cout << "Output " << all_sink_fields[0].data << " connects to argument " << itstg_argument->getId() << 
+				":" << itstg_argument->getName() << endl;
+			ArgumentBase* output = find_argument(workflow_outputs, all_source_fields[0].data);
+			cout << "Output " << all_sink_fields[0].data << " had id " << output->getId() << endl;
+			output->setId(itstg_argument->getId());
+			cout << "Output " << all_sink_fields[0].data << " now has id " << output->getId() << endl;
+
+		}
 
 		// consumes the datalink ending
 		while (string(line).find(de) == string::npos && get_line(&line, workflow_descriptor) != -1);
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 7a6d1e1..969e41e 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -210,7 +210,7 @@ TaskSegmentation::TaskSegmentation(DenseDataRegion2D* normalized_rt_temp, DenseD
 }
 
 TaskSegmentation::~TaskSegmentation() {
-	// if(normalized_rt_temp != NULL) delete normalized_rt_temp;
+	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
 
 }
 

From cbf7957065c857f9ae3579416a1082d3a9073939 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 20 Jun 2016 20:02:50 -0300
Subject: [PATCH 08/87] Output Argument on workflow generator now has updated
 id from the stage argument from witch the output value will be collected.

---
 .../PipelineManager.cpp                       | 29 ++++++++++++-------
 1 file changed, 19 insertions(+), 10 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 042776f..ef496ef 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -33,9 +33,8 @@ typedef struct {
 } general_field_t;
 
 void mapprint(map<int, ArgumentBase*> mapp) {
-	for (map<int, ArgumentBase*>::iterator it = mapp.begin(); it != mapp.end(); ++it)
-	// for (map<int, ArgumentBase*>::iterator i=map.begin(); i!=map.end();i++)
-		cout << it->first << ":" << it->second->getName() << endl;
+	for (pair<int, ArgumentBase*> p : mapp)
+		cout << p.first << ":" << p.second->getName() << endl;
 }
 
 void mapprint(map<int, list<ArgumentBase*>> mapp) {
@@ -77,7 +76,7 @@ string get_workflow_field(FILE* workflow, string field);
 void get_workflow_arguments(FILE* workflow, list<ArgumentBase*> &output_arguments);
 vector<general_field_t> get_all_fields(FILE* workflow, string start, string end);
 PipelineComponentBase* find_stage(map<int, PipelineComponentBase*> stages, string name);
-ArgumentBase* find_argument(map<int, ArgumentBase*> arguments, string name);
+ArgumentBase* find_argument(const map<int, ArgumentBase*> arguments, string name);
 ArgumentBase* new_typed_arg_base(string type);
 parsing::port_type_t get_port_type(string s);
 
@@ -121,8 +120,9 @@ int main(int argc, char* argv[]) {
 	map<int, ArgumentBase*> workflow_outputs;
 	get_outputs_from_file(workflow_descriptor, workflow_outputs);
 	cout << endl << "workflow_outputs " << endl;
-	for (pair<int, ArgumentBase*> p : workflow_outputs)
-		cout << p.first << ":" << p.second->getName() << endl;
+	mapprint(workflow_outputs);
+	// for (pair<int, ArgumentBase*> p : workflow_outputs)
+	// 	cout << p.second->getId() << ":" << p.second->getName() << endl;
 
 	// get all stages, also setting the uid from this context to Task (i.e Task::setId())
 	// also returns the list of arguments used
@@ -465,7 +465,9 @@ void get_outputs_from_file(FILE* workflow_descriptor, map<int, ArgumentBase*> &w
 		
 		out_arg->setName(name);
 		out_arg->setIo(ArgumentBase::output);
-		workflow_outputs[new_uid()] = out_arg;
+		int new_id = new_uid();
+		out_arg->setId(new_id);
+		workflow_outputs[new_id] = out_arg;
 
 		// consumes the port ending
 		while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pe) == string::npos);
@@ -604,11 +606,18 @@ void connect_stages_from_file(FILE* workflow_descriptor,
 			ArgumentBase* itstg_argument = find_argument(interstage_arguments, all_source_fields[1].data);
 			cout << "Output " << all_sink_fields[0].data << " connects to argument " << itstg_argument->getId() << 
 				":" << itstg_argument->getName() << endl;
-			ArgumentBase* output = find_argument(workflow_outputs, all_source_fields[0].data);
+			ArgumentBase* output = find_argument(workflow_outputs, all_sink_fields[0].data);
 			cout << "Output " << all_sink_fields[0].data << " had id " << output->getId() << endl;
+			
+			// remove reference of old id from map
+			workflow_outputs.erase(output->getId());
+
+			// update the output id
 			output->setId(itstg_argument->getId());
 			cout << "Output " << all_sink_fields[0].data << " now has id " << output->getId() << endl;
-
+			
+			// re-insert the output with the new id
+			workflow_outputs[output->getId()] = output;
 		}
 
 		// consumes the datalink ending
@@ -975,7 +984,7 @@ PipelineComponentBase* find_stage(map<int, PipelineComponentBase*> stages, strin
 	return NULL;
 }
 
-ArgumentBase* find_argument(map<int, ArgumentBase*> arguments, string name) {
+ArgumentBase* find_argument(const map<int, ArgumentBase*> arguments, string name) {
 	for (pair<int, ArgumentBase*> p : arguments)
 		if (p.second->getName().compare(name) == 0)
 			return p.second;

From 366637a11d99f6101a6d6ce663449fb06cefc69d Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 20 Jun 2016 21:39:28 -0300
Subject: [PATCH 09/87] Bug Fix

1. Output IDs are now correctly assigned. Still need to get the output values from the diff stage.

Notes:

1. System is currently working with any parameter set with only two mpi processes. Still
need to debug why is that.
2. Although the workflow is returning the correct diff output, its value is only seen thanks
to a debug cout, not being correctly retrieved from the Argument object.
---
 .../PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp |  25 ++++----
 .../PipelineManager.cpp                       |  60 ++++++++++++++----
 .../examples/PipelineRTFS-NS-Diff-FGO/gen/gen | Bin 432826 -> 432770 bytes
 3 files changed, 60 insertions(+), 25 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp
index 2d500d8..8f493ff 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp
@@ -17,23 +17,23 @@ int DiffMaskComp::run() {
 	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
 	
 	// int parameterSegId = ((ArgumentInt*)this->getArgument(0))->getArgValue();
-	std::string computed_mask_name;
-	std::string reference_mask_name;
+	ArgumentRT* computed_mask_name;
+	ArgumentRT* reference_mask_name;
 	float* diffPixels;
 
 	int set_cout = 0;
 	for(int i=0; i<this->getArgumentsSize(); i++){
-		if (this->getArgument(i)->getName().compare("computed_mask") == 0) {
-			computed_mask_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
+		if (this->getArgument(i)->getName().compare("segmented_rt") == 0) {
+			computed_mask_name = (ArgumentRT*)this->getArgument(i);
 			set_cout++;
 		}
 
-		if (this->getArgument(i)->getName().compare("reference_mask") == 0) {
-			reference_mask_name = (std::string)((ArgumentString*)this->getArgument(i))->getArgValue();
+		if (this->getArgument(i)->getName().compare("input_ref_img") == 0) {
+			reference_mask_name = (ArgumentRT*)this->getArgument(i);
 			set_cout++;
 		}
 
-		if (this->getArgument(i)->getName().compare("diffPixels") == 0) {
+		if (this->getArgument(i)->getName().compare("diff") == 0) {
 			diffPixels = (float*)((ArgumentFloatArray*)this->getArgument(i))->getArgValue();
 			set_cout++;
 		}
@@ -41,7 +41,7 @@ int DiffMaskComp::run() {
 	}
 
 	if (set_cout < this->getArgumentsSize())
-		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
+		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on DiffMaskComp" << std::endl;
 
 	// this->addInputOutputDataRegion("tile", inputDr, RTPipelineComponentBase::INPUT);
 
@@ -54,9 +54,13 @@ int DiffMaskComp::run() {
 	if(inputRt != NULL){
 
 		// Mask computed in segmentation using specific application parameter set
-		DenseDataRegion2D *computed_mask = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(computed_mask_name, "", 0, dr_id));
+		DenseDataRegion2D *computed_mask = dynamic_cast<DenseDataRegion2D*>(
+			inputRt->getDataRegion(computed_mask_name->getName(), std::to_string(computed_mask_name->getId()), 0, 
+			computed_mask_name->getId()));
 		// Mask used as a reference
-		DenseDataRegion2D *reference_mask = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(reference_mask_name, "", 0, dr_id));
+		DenseDataRegion2D *reference_mask = dynamic_cast<DenseDataRegion2D*>(
+			inputRt->getDataRegion(reference_mask_name->getName(), std::to_string(reference_mask_name->getId()), 0, 
+			reference_mask_name->getId()));
 
 		if(computed_mask != NULL && reference_mask != NULL){
 			// gambiarra
@@ -76,7 +80,6 @@ int DiffMaskComp::run() {
 //                std::cout << "DiffMaskComp: you didn't specify a task: " << std::endl;
 //                inputRt->print();
 //            }
-
 		}else{
 			std::cout << "DiffMaskComp: did not find data regions: " << std::endl;
 			inputRt->print();
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index ef496ef..0c9d058 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -62,7 +62,7 @@ void connect_stages_from_file(FILE* workflow_descriptor, map<int, PipelineCompon
 	map<int, list<int>> &deps, map<int, ArgumentBase*> &workflow_outputs);
 void expand_stages(const map<int, ArgumentBase*> &args, map<int, list<ArgumentBase*>> args_values, 
 	map<int, ArgumentBase*> &expanded_args,map<int, PipelineComponentBase*> stages,
-	map<int, PipelineComponentBase*> &expanded_stages);
+	map<int, PipelineComponentBase*> &expanded_stages, map<int, ArgumentBase*> &workflow_outputs);
 void generate_drs(RegionTemplate* rt, const map<int, ArgumentBase*> &expanded_args);
 void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, 
 	map<int, ArgumentBase*> &merged_arguments,
@@ -86,7 +86,7 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	// Tell the system which libraries should be used
-	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
 	// region template used by all stages
 	RegionTemplate *rt = new RegionTemplate();
@@ -182,7 +182,7 @@ int main(int argc, char* argv[]) {
 	map<int, ArgumentBase*> expanded_args;
 	map<int, PipelineComponentBase*> expanded_stages;
 
-	expand_stages(args, parameters_values, expanded_args, base_stages, expanded_stages);
+	expand_stages(args, parameters_values, expanded_args, base_stages, expanded_stages, workflow_outputs);
 
 	cout << endl<< "merged: " << endl;
 	for (pair<int, PipelineComponentBase*> p : expanded_stages) {
@@ -231,10 +231,21 @@ int main(int argc, char* argv[]) {
 	cout << endl << "startupExecution" << endl;
 	sysEnv.startupExecution();
 
-	// // get results
-	// for ArgumentBase output of merged_outputs do
-	// 	cout << sysEnv.getComponentResultData(output.getId()) << endl;
-	// end
+	// get results
+	cout << endl << "Results: " << endl;
+	for (pair<int, ArgumentBase*> output : workflow_outputs) {
+		// cout << "\t" << output.second->getName() << ":" << output.second->getId() << " = " << 
+		// 	sysEnv.getComponentResultData(output.second->getId()) << endl;
+		char *resultData = sysEnv.getComponentResultData(output.second->getId());
+        std::cout << "Diff Id: " << output.second->getId() << " resultData -  ";
+		if(resultData != NULL){
+            std::cout << "size: " << ((int *) resultData)[0] << " Diff: " << ((float *) resultData)[1] <<
+            " Secondary Metric: " << ((float *) resultData)[2] << std::endl;
+		}else{
+			std::cout << "NULL" << std::endl;
+		}
+	}
+
 	sysEnv.finalizeSystem();
 
 }
@@ -649,7 +660,8 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 	map<int, list<ArgumentBase*>> args_values, 
 	map<int, ArgumentBase*> &expanded_args,
 	map<int, PipelineComponentBase*> stages,
-	map<int, PipelineComponentBase*> &expanded_stages) {
+	map<int, PipelineComponentBase*> &expanded_stages,
+	map<int, ArgumentBase*> &workflow_outputs) {
 
 	// cout << endl << "args:" << endl;
 	// mapprint(args);
@@ -776,13 +788,35 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 	}
 
 	// flatten the arg values into expanded_args
+	cout << endl << "arg_values" << endl;
 	for (pair<int, list<ArgumentBase*>> p : args_values) {
-		// cout << "base argument " << p.first << ":" << args.at(p.first)->getName() << endl;
+		cout << "base argument " << p.first << ":" << args.at(p.first)->getName() << endl;
 		for (ArgumentBase* a : p.second) {
-			// cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
+			cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
 			expanded_args[a->getId()] = a;
 		}
 	}
+
+	// update the output arguments
+	map<int, ArgumentBase*> workflow_outputs_cpy = workflow_outputs;
+	while (workflow_outputs_cpy.size() != 0) {
+		// get the first output argument
+		ArgumentBase* old_arg = (workflow_outputs_cpy.begin())->second;
+
+		// get the list of parameters (i.e the number of copies and the final ids) of the outputs
+		list<ArgumentBase*> l = args_values[old_arg->getId()];
+
+		// remove the current, outdated, argument from final map
+		workflow_outputs.erase(old_arg->getId());
+		workflow_outputs_cpy.erase(old_arg->getId());
+
+		// add a copy of the old arg with the correct id to the final map for each repeated output
+		for (ArgumentBase* a : l) {
+			ArgumentBase* temp = old_arg->clone();
+			temp->setId(a->getId());
+			workflow_outputs[temp->getId()] = temp;
+		}
+	}
 }
 
 void generate_drs(RegionTemplate* rt, 
@@ -819,9 +853,8 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 		// add input arguments to stage, adding them as RT as needed
 		for (int arg_id : stage.second->getInputs()) {
 			stage.second->addArgument(merged_arguments[arg_id]);
-			cout << "added input argument " << merged_arguments[arg_id]->getName() << " sized " << merged_arguments[arg_id]->size() << endl;
 			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
-				cout << "input RT : " << merged_arguments[arg_id]->getName() << endl;
+				// cout << "input RT : " << merged_arguments[arg_id]->getName() << endl;
 				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
 				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
 					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
@@ -833,9 +866,8 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 		// add output arguments to stage, adding them as RT as needed
 		for (int arg_id : stage.second->getOutputs()) {
 			stage.second->addArgument(merged_arguments[arg_id]);
-			cout << "added output argument " << merged_arguments[arg_id]->getName() << " sized " << merged_arguments[arg_id]->size() << endl;
 			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
-				cout << "output RT : " << merged_arguments[arg_id]->getName() << endl;
+				// cout << "output RT : " << merged_arguments[arg_id]->getName() << endl;
 				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
 				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
 					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen
index 92bddec7dd8200431422b7a975d07204fb997f2c..35a69bde2c4ec563da7bfcd632cf358ce3cce23e 100755
GIT binary patch
delta 124905
zcmZ@>34Bb~_n$j<5($xwNG6gHd+a+2LhP|b?PA|*Es7r|mLMV;uDDuT=whjoHVDB;
zQKL%5uB}$IS~Eo(+G?uE|D1F0oA;9R@AGMAzGpw@-gme6-X!}-_2oyZr}|Z~L`0hK
zpZq_3*-&>+)ZxENA<d+HnoJhL4E|ph{yX+c@{he5M|AD;P8otGKVF6TR>@ORc}gme
zw_&4$$G<d_(D;{~i+rA}D|Juu<E&GY@)DQ^{5*GjY54yCd5n?9OfkH!d3ZJcr|*)>
zqh3ApA7<Npes}8cgGy~q$=qVLRPw)2YCKsSqU^o}Y1A^gn?~`g?!Nw!WhB>AaoYel
z*i_vV%UNY#|IZU5iM~g17nGB_zwjo&-K%u9i2sHfR0YW#J_fky%5S*R?Evv2H<fRw
z?AyaqTKUDo!oOxvR^;Y3h(zf6_pG9%=QoOU(eO*TN-B%Yr<LzjW_kQ-P2DB7#Ug|F
z1<nF}{WX`!U2Nb+@+QEIRmmWCo`JiUj{&a9B*TULO)6rNDbF_q`nr1>xTW~?Kwo|-
z(9PXqpqAm=f%+1t5e8~Gei^6@g52CA4b%$!6;MY2HP%3_#2W_r@^wIsH&EUANT8k!
za$~djefYKo_*h2mUjnaU@#PnQT1_LtXDW{ZY5`Dv4AgW!8>rzHH+Me+HG}U0>JXq-
zH&Ao<RiLf`YJh>7%UQ55KW1_B4>VBo4Dkl>?=8?025!EA8_eB<ecfvrxF)^<EXD-8
zxrZ94p8Rv5E&yt61J%Nx0(CD?wJwLu2p(L^m)`;E{|vH`ygyLO*K%`jV4%kGWk78W
z)J6tsJpUA^lY!dAK!th(bqi3N8K_Y25U4j$TNtQNZ=e<cwUvPi^#*Eqh?{#G0~P8G
z)FD7^XP`p8fw~5$9Sl^ccPP|5#La(+ftttkzS@a@9|9M-ftzpOMsfF0U-!-iF4P+=
z#)P`LcQsI<-auUd)NTeU)ElUKff{3=LcPPF-azeXphCTYT0YFpy|;l1^#*Edp!PFR
zq25594AlMxD%2aOTYx&yK!tkOhI#`v&On8F1GNCCZy2ahZ=i<Pc5@$UphCTYIs~Z0
z4OFN%P}cx;q=5?ct^@V1?dCtqK+QAj^&ZW?ukGu<)WFR*aO1gq9bfk`1}@YaEXLGv
zbC=VJWI?@wx&WvX46;yfpza0gBm))d9S-#d>J$SN>J8NL;co8J3{<E$P+J3ax`7Jy
z2I^#>&NNV=-ay?F?#4^k^|U&A!N?c0;#~Q&x=3M*Z*PT|3d8Qg|2={t;Tz(~DB#R1
zgnwbz5aV#^%q4sgF-!v{XAa>rh+*J2IWq`nBQA|No$zOfaX_{@Q;D!22{1#MoC$<?
zBgQe=Ig9Xnh|436C%h4H1;nw0*CK`)#pH}6yc{viBqnDB;YEnu5L*b(LF^9xO-@fD
zOhrOv6fhAUi`WBk{%atF4MU7`sWXr80K`=g=MwIT7zb!)4&ly-y%1**Zi^U)YG*p(
zrii`4zsZ?OgnCH8QQMh7xE5kx#Ip!jM~vgQGoEl&#4vq91qfF}j3c=-lCT+Z4a5<I
zU)%(YW4hBq_!;7w;2$bLgkO<>!@JW&_(#M+i1S}z1-?aWL7YeU8scEYxr8qw#v$IB
zL--8h5X2dTvk`|PPAB{sVrv)@Qi-r12{`UM6A14{TnF(i!tWu*8NeA&cq3w5VL4+7
zuSHxBaU|j8i0dPcAiM}M&I(Qo;W>b<lN%zzlL%8$04E5iiSSs&jS=U+q&|Q+0&yPU
z0f=$xaOM*3iMT1^9KxLu<0RtDAlw#lbHwR{o8AnunkM6X;!Gt%Jrrn(IDv32#5l7!
zXA!QBxHaN<!c`ID9OH~7ToG|w#F2!}h;g=YMi72+18{r97Q)YNSb=~OkJFO~zoI}#
z#3sT&BJPAZ|6l3@h$9i_5x#~v3UMysi->XBapn*{gSZRg48qxnaRPFt6aLJKglHtB
z5@A1LoQs?Zgm)wEj(8T~_YmW(<cuf05pfU1v4qzm#`(z^Nq9NpUWg+IFG7qnmD57l
zItK}Tkl;y#sfha`HW40+7$-4j{tM~@h+`4w5gvdTr!!|R;hu;GAkHD&88J?5&J4nB
z5f4I~j@TO36bU%TIa5iX9^%1>6A0HrjI*6{7UAlMhaiq8Top0Sd(K$G6%h|Z97))W
z7-v9d1mPFg0gpgz0c<S{dxiv@44s}N@GD}R2Aw9tKO!EDIR78&1Bl}h=Mlb!7^gmG
zF5!!a$0E)ld<OA2#2JLM5#z+_O#cV`7lwU?1e_0@sU)x;@kGQ4gm)vJgm@O=_YmW3
z<cuf05%Cnnv4qzmo{Bh<@N&e{5JwPRg!oOwmVdy1Vb~lb;Kb?lB!Q`jXCO8a9*Y>K
zP-lKYVPTUeJ(8}Dib?u0X2pa2*g-w)Ik6Wyn_}#r=h*SX-nvPo$swS0f2O9!taw~L
zCb>+~l@L=*V$NK1VJ=Ozsjh#0;M*|)8>+aNhN<uov!bAKOw!NuYa9c2q*G<&X=D`U
zP4oy_iA2-LvlH=OBMsY-9~ZOiw^V*HBCMH|_6R~bk07|%5;`1*K46+xB@Qe*W<bUx
z&zJcKNbHZZIK7{~!)rAOHK(TXZcUmGPljYp<BrNv8*;GaG>SCEB-tIuVLUj2-ksxN
z-i}F0#LEL2IM&9bq!CO>%z=X0KEiqc>kBYokUY<CHc4US`M9R_20ej7LPb0_<*dw^
z+rXwfEsX{=rviMC)2Nf=I=D2sMki>$_1_@7M>+fVZ+^dNHI~SqHw|RBxOcOlfWau2
zl9*2)X?bXQpOSvaW1IOk`Vpg00$^{TgeZvSyGp1fT83|K7S!x7WUeSE^hkrqJrbj!
znuZj=f(sEKUa2;W7|k5#j%LBkgI8=GVf}TT$z=Q3RpBv^KuppZ(8wj9=VOv?J062u
zR|W179VPH$j7cJii$;l4D50_Kjz(beG|pa*!+!xIIdL-S*&QE(Tx~73GpY=o8Z(Fy
z&EvHnlXMFMj^+27`?34Hpm`nEg<D#Ly4gwmYh+g7u`O!!KaI9i5^+Q!jpqo{a6kcS
z9`y_|m4yjv6uTpaU>cSOsJXh!n*3yoI?T!+v<Pi=Np}_vBYR9rO02RAX?2CmE{Ov9
z_fIlHJcw%@@6^)I`UeG)n1_85h%1Z2XbB_9uiep2CLzPMJL*U-B>}qOlIy92{Uw~G
z;O>8@p|!qI38pB>C{Q+|-SHTLi#mx5WT0x@^)~;rWvgy8(M{4F439ck(peCpE((<8
zp!cX$4AHc1IKx2G{MF;LTlx5P0gf}9x)~ZtSFxSrJ6ri!y-{tFG?lA3?-rO$k2*=3
zR=6jBfSj*#sp|Hn!KGHMFHlYkO<nuD402lCwo5rH<)BqB$)K#2&>e$O2DQ9q!%{$_
zX|?QQ(A7%W2572?KR`Vl$03lIW#?jH2QfTq#K^O8F+8)i#j17lhV`{>jw?yk%{ww6
zCMV+B(RNi`52am#3A&&+3Z^8cs^SdD2NO_j1-k&WCr$>07rfIGc0rm|>$l46!FuE$
zE=CZO*RX#eGuiGb{(8v=s~KdKuAQB59;GO@2TJhvv%*3gHL<y+sNLZOw3Xj^tW1UO
zrg@f*t#(I?lAhCRf@iHV-Y(BMy64)`b1qU+(vV?$r~>eU`2>9D5i12HvR@L5uE~Ya
ze4rt@iK$kUl4DB#Qz{y9pr4PCkURh!AR&6f>!J%n)iPQMr`Ih}!aD(mMEXcR#Fp>!
zYITf)MgbCTXdo`+*h+sXC#PPpECm+sePD<|iEKY&Q6`^Ko@tV++L~G=T!u;v2=!gr
z8OQ;^wGzq@>}JRRcx*erDq0R(!Z8QCV-;W6u7>rOC+Imb0s{czZGiT~Hz7poM>|SE
zc*Sbane@*jla%a6pVTmPqgs*=MkC261>Ed4<%twmH<|`v_JMwshW$v&+8uj-m;EU4
zKRka~M^zu=lb)NSXRRCU<MHjQ^~`=%GUkMmnvbd*Vvd)5h$B{yc{aDTuV2TaS}Gbg
z7{E_JeoD$L_{f&iIJMNr+_OVa&^6d}fJ}yzNk^GldTUPSeLMJBAN)oICmASsoP;Qg
z_3tJjc>&l;LiC2*a0%lT^p`MJ!HN>5D)=w9Y_YZrt8Fb&!c>1l3Cq+bJ|vM(W~lLe
zUY4xr-LMjdx}za&FgYptU?@j7bopNsAK$UAo1t*E_`4m0tUY9LJ!u`2f@dGuVS3>n
zL}FRfBv*A+3T(LSyu^U=TzX8UMRly!DGBpbJq}8ktKd!vDY~H`ohq?R+wNEfa0PX7
zmb@MNTk%rv2*m=xl<&z*ZO(dZq=i^BSf4`55z5EoM?AHY|G*~LF!ty>cuCPp@pL#O
z=cxV&<BZM&%R|rs7~A87>1|j{N^}mQ3UDpNB=^aUNr}q=t9WLlmL2c#m!13qTFQ_m
z9hA|YQk}*lB7MTfV|}z`;=Gm05zf^nTWhMX-I2hjMFz6|d~IYv$51kuHVdPHOOpIi
zp_6~rO$Sjoqlh9v!q!C@+QT12HVQaqkX$U|lXmQm?YvQxUs!2_z!qvhG8K!adMZ;E
zJ}s)z;3fvizbLoFcnZnx@F7-OIt3b?poaGZsGe4UYP#uJXnK$`y^a4KRX;YvAURi-
z4UE_wTZo=!!S+juPFHr#2I<X|6NVg}Y8$VN2J@+%!(!VR#0q8XV8QMPkw&RgQ1ehp
zQyiKPyCYZ{O$VbHwmHh^0e-J@nDx9tY^|Xn2Z5ey=xRGiE|DS!pYKRW1p=5LVXEq8
zvn5PWaIA#X>>xZ4pmPR}ze#7^z(s}<YtP^5;!`gSxUR*K;#4uvwCVHJLw==;xAm8Y
zy0}SQ7S{~4d}YE0H0KIjw$PF-Qi<+Ca#t5QLy=Pr7Sa`Mv4NJLXp^l5;w(iRWT3?>
zTBLy%t7r`jv{Xg&1Df*)u5skbQuRk>5H%^<lV2e7-r8DK>3@SnMaxyRFATICMf=o1
z%U3kGexiM>t8|VWC8DvpV0u*{;Wdf9Zd7r(njq)8s_l-Bz<1hRYIyyjTAku**nps>
zU3u1WsF&)}!;1^`@_%+ECc`>JdU$Qx9oLaLno1U(ii9)8rI$(RbYy;r%qCJg0|}c9
z(pC}~D8+M-`?ia#kE7#UG<`7cXP{YBN!uA{+O<;0K+`T5FBh#IECE!PEqvfgIZ?ZI
z9sx~l2~zo^ZY^Dl|9h}ZlzZHK+{3B$=rd?FSQye~%<gFTBbC}y!9WQu3VKKwp`b~^
zNCltXC*4>Df0QuZs_=EfFxNoAT2b-h^1$;fVB6NH0p~Qvo+4$=Lc+jLQ0kkcxl{!c
zB}`XvzJwVHPLePOVJ+}CMB-e<?jd2Gf^B(JO!bM{;`BpU&q0}z6CF?`xy1AIFf1z)
zB_Be|Cw&@9H$SB^BE_}1{Q4(-k0M3wj*9&A7%$g$s6k0rqOxHr<fgg8ijW@*`bkdA
zh0ttTz`wvUvRJ_V(aI%N)bo;$txU%(w;Ey-+|HK`4<y?aCFx;^SjyTRy?8<o-#Ryy
zL<2a42SXM*zew?fkL;g_MN80E+}6V{Zm#My<jn5)Sr!{*(eEt@BgjHro-JQlJ`KnH
zU^$ZLDag*YT<i>qk>ylgzh{88zVse1WnxjLu`Uw_HxR(WEXhTo>=>QfinwW#OTA8&
z^q>rg7!Y5OgyaLDr-bM$W(Z&=F@*{6Ssr!L2xJ5NNx}pQ0g_ul{$W`tLrW!k3bM2J
z>Y;7tfxY~!)ud&T0aJ+vQvl~nn66p=PFWr;EoVr}$j*MMTaJL6EU;{q+{9SDzwVLd
zhym99@(R1)#YW}<SCH%+&D+1q+cUD4m@B;@JKOY?tC7y~f?fd~M#+fsrA!{mwAW?U
zz-=IKWTGR*6coztt8=IF{=EZ&%18?qDdPzr*`sus#(Z7x0P95=Nu-pCK$$tZ%%5=c
z3G$ZQ#0Wj_Y4@nThyi)t{XsS#S^;=jLUIhyCLsoZ+(QzY5LyAJOH7FZ+#n$)jMB>`
zq*4KVOG2tB!0{5sqOBC@C@U#;yQ7aRPdw36ke!{Rrxi$PCC(}+<RA6%vL2Vh2~rrS
zMb038f*W#B1IbOy&}%SE`X&a1^40ek0~)2cPfAD;0QVCKF%rybhlHsJCt~2~D)7}Z
zv~*;oq#!?gzaIDyiX}0FxH#;mkf6M_|B$LVQWa&g59_Km`HsGR)=knc$v_xoBqVzP
zpWj8ViPEOs@lZkx0%N`d(D^Hzh!r0=UsWqHa85377&yO|e6VcIC0jHE|Mn~OV5Hd2
ztL$q-Jlb)T6tz3Xf?GU}>V=+D67$dkR!kd8yU3d46Fmjl#-X$t++Ky&liWmWyxx4t
zGCSfxb}zr9+{rw^ClZ?IFdV#T!|N@wm*`3K6l5ER*FA7^7h<$1EodJSl<m{GiK#7e
zBcv`08He3BrEa9;qL6Xe?aQaf`dPn_QIQM;*-}C>2(XTX<Q<@&gfapcizGCmec-<M
zmhz1ycaWeq#Qr41h?ij?J3CkFMR5Li7;a}nJtbQ$cc?k*OY_74^V<yO0j5YeOY^1;
zyYr>D1nCXg#$mU+bSAlpk<UkA=;X~N?GXpeH#V3DXpt~g^QH~E6{NRx=?&T0<uAF0
z-EaB*{sBSrq)d*K$v~NKU1lc_7!Y7>D`oPeOfJea(`ClP69CZ6`NXA*lmulbD5R9+
z&6kuEl*#U)tJamObjl5V9Qu#x1?Eh1_c^I*dEtXCmx4msV|3l$_~iisK}k}G4%t&u
zB2Z?&E|ba24-6RASIWerX?ZgwdyOu$paF$Xr|L2W5|lA`N!0|YiZa<pb=3}h=|Dg0
z;X7zIkz}AT!XzYn0DUBsHtmjb62_uI;1=8_-ADzU5=JQat%Mc@zmm{X!IKhNO$vV^
zF|`Aj-XWoE3)ogmh>eGi6C|W&2RK{848<KQVY-3?B}`SYtAgk^C9bYMm^YNAOeaQ4
zDtu&T>(zSAPYv>mo2N{xpnthV1wdI0>$Zd$WC5<ylca8U<iKMnP~#k;ryx7~oNjpo
zuNN0!Z6LkpNts-fxuMGpu16QL<R;1`JY8CsrAuN!1RW(rbquJngya~Y#SkCBDgYnV
zw%rCdr(4rK-@KbJylb~#--5<I4ZF-j$HE(wW<JH%C(n39ID)^5^Ru>)hDiVne*|VA
zU%IV>gTHp@{tji4h>u#}#R4D3L-+W)l%wP(ras3MD978<95KLpjKMm<Ha82Kqc;m#
zHB`Np^cEq#Av^ntUeQ1Jg~0*V^-?BQ%0!}!;fBUBc-#nvPsvS8*CT2yLm&o(kS^<k
z>R9y+5|U$p%O#}v0KP>K_cnG%y-5I8(4GrUJ8|n(e70WchO@QZF^8wTQOC7~>P=MG
ztvv=6xm(ME8wajK;0BTpRf(sVsEi$cq+W;=*KTbd_}A_PNKw1v)9Z2y{}b=@7uj{e
zjB>q_T0Q8VJECXpRzRlY$D~B(s@AjLFKz}Vn37fs;3UNr|8$oXC=&(046Rh95iW6-
zp3`c6Zb<#H+O2|4VU%Gy@?kj!AI4h+AJ!&r265xya5sen<xm+(O`Vt{RZ+%x2LV>-
zL;bAxuc2Kj15GkOLb3<2i-gjq-O*e^3<BFPOu_^OeI%TvU^#+xGJubAshnqDC4cy^
z7xqH#7;0gid4*x&b+q-(MwwC`nn_8?g%9KUW*i?fEMVkoDT7aRflNNiJl8LSa9J{Z
zKn#4~b73Gvva&AyBtKFzP%QgjUHeylby!e`DpDpv%FIF;(`DC0eIS&|o+`O0lwC*X
zuICMh`&rA#Oi2ccH9r@_NF;**CrOBgv6Mq3q>upikT61V+e&Csu)c(tHtGgQNCgAv
zE}<1GhwRr^$gxE!|1P1Yf_W0gD|l7HSOw2Wn2s=|Pp)y0Y!QMbNRupewnM$Tvh;5u
z4*0i{4eAFOWR|3yU-NMz>J__rGa|rxN>(<XJf`HqhtcW7TI5u6jl=0E87MKp=asK1
zXH>@$<VcvS;HMJiD7ag~41{e#noDeYg*M`HT{GTd$~e)J=qbp~Zm&0bA3kGbfYl*o
zBBYE3Wehj%s><*s*EsejNteWc2wq&K@KGJZe<UF}26$IOiVxsrf^zI_`MCrzPT3tt
z;QI<1O<^3yp{?k^XLnpHBgf$!-f2{jTcn=L?|ka0Aghz2m8X#@De;&~XI;iCm@a_?
zndvO##^~I?Eb;=8TolSq(7CrIH=Vd?bcP8-8zOmu&P2~vI6{)@D3_h1tG{bdhdkfA
zMAee|c1N;==o723SV9aC;dBY(6&xjDtb+ZNF3yT&Ksx^`zHYR?wS{aRIept5=f6US
zF|XlrMpCw!4zOv3TnQ!B{E|x%!!TKzrWcUTAUD+iTYd{E+N1M8Ro%wB3F3~gE@GI`
z4zO_tTMS|t@})a0X<Ya5vU!tu{}z!HC_TvF5+%D2DYnEMmCz7^@(?|MTjPD0H{To|
z61D;TsM~vClpWnT%LO&pJ-AQ!5AltL+6<D*WqI<H@%M?9X2NR0%IG!5OF>jL=<J{#
zN!Ihx`p>E=wfTfGjRIO3B>$D6OFJ;E@k3+$!d85#2kNVv@&sqL0%d9^e>|qq&<um*
zTxm)>nNK5DS|rA;Jsm)SzPzAYPo?B2&<M0%@oOCJVH3;W8rvwKuEF{f3flFQL1lhw
ztY6qXgQ*I-saQ1StxRp;FUB?+y4xT*QJRXU+SwheiIo;1E1E!53iLO-9_VsPjsl&9
z)@v*475TDpjfU1RSieU>%f}2L6O*(aDXpjL)+ZUP|4R{(^;ERpQdwWY%a3m~Y?DE9
zh_o*4*c}Url@=?l=jhh+&g-$y)vafs_3q00OFK^;-*BkA!TeQ<R^9Q3^I5WzmLSdN
z>E?$T%s-)!DEM47|AsO@kNZq$6tK!5*;87VcI=L6Jbr>-?Q37?kxtZ2<)f)7%G7V?
z`Hl$<hZY({&r;NhCfHVBhj~D(G+J6~H`=KYdl_`@k$;NR6ZC9vEAx|h=)^_=3k;I&
zrFDz4K9bLv=vVvPIX%)Lx~T{>wL+Q7`+^^s*l_4mgXj^efVvqEC-}rl%aJvWCl3^9
z2ZPR4@=uY*qWLssekgA`snOu62FXU!y0l|=^pn<e$$E5x8XJzE)g$kto1TTHKTxJ`
z@}raL$2tv?pU8rM5xe6m(bH%!O^HrdcH0@GuTUTuGTc``tc(uhO(uu=&ozj(mPWyX
z-7$jCoa`NP{tN|2lws0HIvB~YWh)~;pXGZdhgu5_a%T+{cnEa7kuC>%*gTV*oX5b)
z1qt)8A^?v|NCg78UqWgPfLkTZP{QjZq+W$*)=MN#RqPoOCMY;s!dVK&N*J$Tl!UPg
zHkB|^!4L@}6s#tpMZq!v;~+&(g`a<pC3D?&d?=y3F9|2M0G*HAVXnhl+;Wk!37Wv!
zM5C#DZ*V@%1E=~l*o+FB$|wbSdkV6(0$ID&?fJJXA6&CjeXN5FoOs2FG|*xdt$~3S
zsc3!%T7;sN2Ab3C3LsUHpXBHPBq-W9K(jh;m)3&KQ1mkf*>pua2sGybmuO^x%t07L
zBNT0gfo4&(nFgAtq76ryReRi25xW}%^Of&r23nq?1sQ0$idM-$%TctyPea^)$>%qq
znG=+oJRnnhSb;c85ie;(pv5cNF#|1D(LO+%yInSO6gkBpnxSY54YYJcn_!@&1}S2H
zwAs&PGgpz@@(pkLSVIgNd5YtK3hpk2NOh7{VAI<<LeU-=Xck4wHPAd2?WBQbQnbB5
z3wM45OGNpQN4%nMFv!L#+7jM(x{r0Dfip{S1^~?&>oSs{j>6g*MHQ`%fflc5UItpM
zq7|Of6OB}~M?kY`msx}&-ZltY6z!~m=Ba3h3^bFXZ8gyHRW7Ryv^+(7OQ%`YivxDY
zXr1VK;JlZCmZ6ke8EEN>7Gj{KDw+q-obIm2ZPHbY1t;}Fq`oM$$~hc}&L3%Aj}MgQ
zDcQ>g*<3|CZlL8T+J^>OhN5jilkd1p<}30d6#bv<9G<Xc=kYU3cbI6<H>rL60Hh6+
zg0YI$(I6M8X!ZE6nO+@y3>=H%n01;QiJzW;kj~;=EqVYcUdesSpU(8Lo&~1X7cvy*
zkb#!2Xj=`mR7G2Dpd~2UTL#)JMH>w?=S^3Wq`s7+VhoU7{V+ihn;Z2N&0?TMDw>;t
z7NKYb*?KM}MSEbN<^L-k=jt@8dg;UNIH?m8bCuv;1I?lgZZgn36)nL)i&wNa4YXKA
z8v-=v*RIZy{<5$p^}{HnXSwM4N*vmFHng$9P_E*b4YV9Z`|Y@%eTJez8_)K#o;PqT
zuVf8AGtfL0ZHIwoQna-?P4=dR1_B*GOa_9pt!vIpSBm{zawGIt5IVSsFv%#vx(3=T
zMe{b$;uVb<Xt9d+<QTs<$J=`Am@9R;2~NX;4tEXvxk~(Cak=RrhZnx$uLr&})TNfM
z$Zr={Ybn)CuVpQ*Z=l{2*TC(m=#j<s3Lyn>XHk3$svUKyMJRHG;%XP9TBPDTvp~)2
zQj2{(N``R_=;~6IRoEc);+5WKs2AhXo2AHGi>nQjY6*%DuL8{V88W`OREU&HS5jTk
z__wZWJVTKi7FT-=$w3Kn6yKfO=K5HlA1xO75h<0Yq;3J<`KHTwz9OG4uC`RFnF?h=
zcA{Dfmm2QCa6!JNxSF-Q)Uzmo$*5QI@yPzg^*p6oq*7~wY9$|!tX^F08>k7CAYQ4x
zIAR68l8;CJbfj2Oc9R}%vEXnDnWJeymybstDK0%%N~fdr7GxS9k6dk#PLJ^fk#15v
z2gRrIG4s7T4Ax~_JDtu3TBN!<8X0JL&t-|L^H0G-Spz3Wah@G^Wu=~Ru{(Y+(9)IM
zMb6&#vK}>X5)@~*fu`+z)&mVoszj^?5pDZ3%|MG(a&H)D+D530ffj2~f{hJCZA(<c
zKr<=1at4~VIr<|LYeMhMZQ(z?UC(-1?J_5TFg}EWZ<02JZPV{q`<$bgN!;%-$<cRg
z*Og>1kkkbFK~bGsuu~^T=i2To3IG4HHP>iMlPt7iJjz=sG}c=)_Omi}86-*s7H%}A
zNoE>sWkCo|{3#*|?6I=7tc0zWkmX(Q>&mh~iB2*Y!`5;h#u-sXx}QfatY&Rt5NU%V
z%e6^URxb=_s@5;i1#L&Eu9b97UQy0dv?<#MuPTGiZJl#~INrFsC3B~A)<*7J7^*kw
zXa7;V9CWTVYN1NE7f5R6`hmIsXw?6*HTS=46<R;ljg>-UB^wnaN;ay|Smi77C^XYx
zD+@ySk47zFiy9ScqGcJRj7>5an})`UHR}JMQ4Jz(P^5UH0!?dFD!Z!{D(RfOqMWB_
zQ#EQ)&TXA@fH;Om)mhM}|7*}~!XdPBCMLO00d#7Ix^Hm^#ggOh6eF+6Kysfvl%)4%
zlz0RmzBsbB2Xd3nCPzPx8JCM!h&s^v8(erCHF?-_;IdfDKVMv(UEy~Z2eL^1@8Sm4
z55sSOIc9tUw;$HPyYe=Kr&H_0d-~OR)RO+<_K(b+Z(lOh>l%oF)q<EZ>2yWFK*B35
z9mKxkqn7%!&odV+Ez2S<eyjzKxzG{d>Vq&GSI0h2`Pm({4`7@$T7AV2TAQ#oJkRRS
zI`J3Q+ASvUrzAl30*+Nf5i*d)I~kY}Oe0_~rd_n-Eq_g@Igd+d%)0W#grFMDsh)Pn
zBAPm&uF;@OaV+Ae6Y95|M$1;RMiDIC3)Ymg<@?Y#>NsMUQPrPYmia_H+k>KU7YsJv
zG2}+(W>EO_)r(JD)+8_rqlKtflV3Dipw$KHDVo$|H8OLTJt$LV?(V|EFGZD)%{9d9
zZsxN5+tsVs1wLlY@KSH?DimY3nCo)Kng*q+X&^FbuQ_j*=wHt4$IWX4*$^JQ)~D*z
z4=5dn4VnlxV|GV8@3FRa)#Dl&#!e!K^JSn@fv2x+Ty?0%gmoJ+FYx=o+_y0~n62iu
zlABe%{=Tvb>sFHJ3=%$kNpg7>vN748?}RUm?@bOi-%ICTC0pFS--%gM8J1`Mom|Mw
z%eV61E(~X3e9-z9KEJ0U8#}}ny*Jh4JJ(0BeLQ#lcyrhHNcth)_)bgT3^G<s`q5T?
z@14eMD)&fjSpUEdiZ25b&flilCfEd743!C9<C9WDp+m1rt?%3aU6h0^M{@KrJ&cd}
z*QssW<h%!uj@)_FTn^P&(C`v6OgRleqcreSkK`b%vTe<yHZ+FcahScqHzHTSJNX_*
zC!B*JI1erC+^VS&%-aGGLQ~vj{Md%NK@TA)a7@>WV%(rO$??LC8xK@ip~k(#{K&@s
z>^v{WyRnaXU%t!t9}FZV&ITrPY-^O*$}PO#SH8UFCb#IF5E1Zf7|b}ZdJLM=^r(r)
z(dg5U>dS<3koPvoY0G>PZmEY*iO<;N-?hi=5L1VT&>faG1cT|Q)K@ykW9}SVu5$j3
z^hj3Et~Z&I%Xon1iX4_yrY!$zQ!DfH&3xzO20S7y$fD&{Wm92ca&-ENf{Griw}FeK
zoS5X&Uxepo&P;nz%Ey{UIqo1g1<FlDZhg0Q<&ce(-VTiBA?KOzMqBSp18)xSb_Kq8
z938nc>5dbx4MVb@Y|xXXMBe0JMt0sPbVdzL8C2hln$!|?igHXk$KAl;Z@*W$+aHjR
z!N{dFmyvIZa;h65p(MV+grvWN{Hym4vs9k2^#DuY4Y!4|m3#pFKPmI=ZI{igIgj2M
z#BT5jJA1dUvlbGn>S2p}2tE6b9Q?e12FL*e=Y@GYwc(gDaU{E(q`bp(5^8aebT99m
z-#eSK@f9~)!VP!=ZXNv3(UiAJZ{tIp?k>)D<UB~?tI}K5OGZ<w*A`+F#%}x@h9HyS
z>v@H{L78QDjVZ;d@W~&1$Byu>AJ(m?^?*NC@V7s_#kTUkAJu8&wF-@<;eDN$B6q<m
z5+jiq(BkzINkH2wJzm8Rel*tq&T6F6O{WO3V9S7Tv46z#x_g?sPhW{#xs`3gC+~S0
z@Q(C`vfvGk+3qNnYJA?_##KUB5QhZ7&d)3Pk-ba(kC1Z}B=rCCH>H~ny!XBaLt>Yc
zjuvSZ=`|JOxV#E_gO(P|jUWkK^c$^<y0UWzhIWXirT8V!-4{Cg#xfU2Cc+`YN3qo7
zTsP<r=|YKG=+jUx+|V=E8icf1yYYehL*4rWN44Gam6<E||H6EhQciJ6P`*@Kgi5yp
zPdHGwa*!3%jZVV+eoElGoECojfLGNYmg<2LZ##c^pavV0>Gw%F#)f8E4(>CzI0Qn5
zkk(jT7fV`E&J3ONKmIzyAMJdKcDUuU&TJKDnedpxXMyH_7xA5+1+Y)}$<O>6-Ix#7
zlRaZr{OT8zTs4N#@Ex=e9_h>RSa}PJuDxq-cfb!6m@_-Tyc(HVoekr|GdnbjSb&MS
zUZf6|(DE8XwmYgy7^~oQem--oHCGZn6>-Dc)V`m&+BZQlVju`r;hO)$uXtJ<shGn-
zOKbcHMeA;$X%RFt&}0~;?T+6U@Q)AIw$y<@G#gqpKVdoKCAo$_JzSfO;eJQHV>kJq
zM?%~`o#$c>UdY#<@ZoKbHfI<4%%c;0s!>*Pm!Oq%ZL?J4@8rK84Rz0+3u-CRm#`vB
zd5x@yY8k*U#94N)trq1Ct1~`2%e&$DIj|D%D7SNaZTP!esMHs!@M{ew(kQQ}t@*Aj
z?=H2F2k-q$UPZ-oL+URY748R;o#(TGnyXPOC~6-6Cu>Oazu%%DsrjeD_eVowl1Jug
zVK2n8q^RstRd%I$;<3<>AgM^%{REjlszW2~MT}LBwC?=Uv9NKsAtY@ECE?9j7Fp_P
zRCS#9$^QWmRh<4sIU9=`>8~59Js+B+E?;tdzVBaD@wj_nFwYiyM-Ds*b9ll(-aII~
zvinvj1n}-*aYysE*&q9sGHPs58tZ41#?FGu?)%{C*EFW{1}FS`tN@CZ4;kvLN9{{d
zxz;g5ii`T{qL1H#sQdW1Qx)TGQN#}Ae+z$lBD8YmOma;t_P1yAPyb2vZGrkJN;>=-
znP1LKiuT^g%I@FI&{cNw7bhcn>;Q@uEm<0g3CZd=rD$ByzExbbsV-V>4rl+?<J(U)
zWiZs9>cfU-2HHlMJ5PfcZ1AELb~9Q+IqFTJ5cW|2rEuc*z;lin&@Hy8J=*PQy2y9j
zmJ{Na^`<MRb)e&zgm}fd1!CE8=F2@lZ)a{enSc7)k5Bl#2V2SyeO{d{;}<^<={$TY
znsS})T_Wd+u{dQx6Q7b$n<Ne*gx(pG66*&_kR3eO!5g3P1!LXMSZdyvp(mhfoK!^_
zgx#iaM`6Q||KU~&7kMdhskT+B{xePx5gruolb)T-Z=A7&4U(3qQ(u^@bim9>`8^d)
zW^n(rZ@`#3`>faWu0YpDBrVzqqz#u70EHA}5YpnRgtV4Yh`ha+<gx@|f*YrSKz{G=
zr)Ry~&H-6<gDKqeTn=oouAWOW2Tm0^W;Tdte35BxF-3e?iq+)H&o?&PCkx-wF!a0I
zFR-)xmVF{?&pTW=#MbdA7e=tgyyutweC|y^lf^bC)%l?>BiOq<@5}wJ)%q>YFMjBg
zF%IjZR_N)fmhE`ouR`4i$5Y8@y<MGKzp7{M7tj0g=KS7QZ~AN>YtYkH_ThZYrBG{^
z(Yju_G1{Vj1TE?Z%Od4qO=^Igc2SU%Z_%N=C=Q`{eVv;>s+i~@U34XiLN6UY@@y*p
zXdW+pxvtL%@C#`{7cs2;yYViUhq2*&$K~EZ+RASJaJ9B~_gK9Oo{f-e`wQ<^__{Rf
zms#=J1Lpf;7}+Yiz)u{)6W;aZ0XHhU?|1|G(X>Dw%Uj);-O2(KEi-EVdqY4(W_B2@
z>6xX#uRSWxd;H!F{}u^F`9pR7#G;%|I;S^pc+<Z|)1v%JI^U0vx#{2R_0S@oI}O%@
zq}X3$9x}-5D5|b}e}4WZXEB+>ZdGCC*5C5!w_C!3|AX6gV8MS0{-4DE1WF{Yf2R$w
zGbi5p!R#HG4~zBEaQoG;Soh>ZziT5o<y;(Ete@d~zH41~3XB&x{$khoz8}P9T&rIK
zf{JZ+X8F4fOT&-dwaoj@{IDnYx*zW9(_y^p{l7g&_C!mrmFiO7>&J2aZF?h8e=JQ~
zcc0<*ADa%i5<|{&&^ZTnXMMaQ1`q$Jk!LjWI{@h9A@J<F8FnlbKHAG=)&gu>>mTHF
z(2@80X_|jeg(_`V=Haz5kjfsyul(e1&g;(q{kbMD_n<P%<US9c2Hfv~VreJ>z9Z3|
zw$`7>Lw;`TIlmimNC2F-;$wfd`j?Yhvq;OZ)PIM+__;y--O;2%Tu>R;9ihB`64bLu
zjthAIU;Nl;KJ}M6)>fdU^<c{LIe2!yM^g+g1Tj}k-=nzP*C6+39(8cny8hR$KpSJ|
z^xq&MRtjO3Xz2^2sYiYy8Y<#4v}W89q#LBPlt%Cl4@2E10Y~)^x6J7eA2Q!flzFiY
zK~NXI>_GK^PpiVEj&m*z#w|KiQD_hFPZ!u9G;924lq(#$Z^-PT6R09nySc91x1+iL
zC-r%wU%xZY?8<`=_RAdhsJuDA2hHl2I&5G~D#DjheCZQE^N&%PTb`6*>^r{Wx8&-l
zJ7E-Q@tAu`bb@WT>O9>$Y<yai$Nyg0b69(1x#rm#eCh99&CfgWbH6tVm<YV2MChjQ
z`!Lu{y4c;0ymEd^_d(Eo(JmJI81J87)9crEnu<n`;mh)Cu-<%oen<ZyYMt3XMd`tl
z@?brC82>ZBRio`~i-fXX!dQ$Q>{}&-zD6*T4}JQU^<^7Z1zjl|gAi0rQZPQOmW#Pn
zXU@`?GX78h!_;;IO^YMRK&z%j6Rn%A&PPA<FKYthj_>%=XLZciTXO#+aQyph7wgWK
z{}JLA(%Kc^1^($Dz0B=f@>xg6`>vu4i)}cnwC0bFhE#6Q3Ut(tBfm8d$ZG7p0NS$H
zmg8}A9-mdM;jQM-VkPz*IY=$B=h)91|K;6q6Y@&zIhG=|#GYd^pZ%A&c|ddiBC9LE
z^p{tQDJ>~BTBUs70ve>qM&l7?TYRH2za?LFEF^RTNNZWeL53xF8rEj~^0CmdJ<zPY
zlI5<eJk~=_EZ<W(@xr4B0@0@AoGr>JUEIi73|xwC;rE}X`%a=N7u#h#Yp(4wD!W5L
zz|TGGk5^mpcG>%V=TY)XMcZbWqzY^^D%WVHtK4hO8=mm%@mEtl88USk&B{2EC?rfK
z51m{rE}Eo^j%rE!3@g>J*ggZ!3jYbM90uB8iFOChX0*@PLm3p?XEbf9?K3L(X`-uC
zX~zFO**L}%NLua5)D<)<!~KB5afSPHL^071bkT(y{~c*=*PLHHRg*9Nx3T$hGah6M
z&Aj?=8*`VEn~iPtDGu6f<bYM^LB%&4JsRmEeH!!AIkl?PZS0EdH7Gg0;R&xB!@eft
z_1J)=Y9U(PifVE|fVZh}_*upq6^0D^yMfMt(odEU1+XQCN~ldOJrNe)aVQUs@gNCD
zMfkBoY5wCvOU)%@K#ny}DLdC{;>Y^12Wji0Z96J1C4IH+NNde3VfnHg)WOHg@97xT
z5c!>EoZe|m*c;YA>$#f1wOh(F(6j_DA<ei6IbjgOu+jV;q!~9Mn{}aR3Lw!yz$j`t
z=DH}!iE#aqop_+B9#f_fuX3(|*ai1e*m%*x%#v7k)@d_?n=4nvg;J~!8<*u%nuRbn
zTC^?0CbBzXR~goy<%&Pbus9YWdX!~>fF{F@ICE+U-5V0Woj1F&sp525R@3ZvU;I#(
zH8zLe7arwUpt<FJ(HK5il;~TI1+h_L27b&G>+xfmIEWwX#Mk(-Mf`>zABoE4Spe%O
z>X&Ds?%xC#7WPh}t1+++XB)l5%<|0NH@-GDlDh8w?#mV0qY$yPJgeErEd-fzoX8E;
zzgIIVg)60<;@9#luu)DeU2dg8=R%mlQA?#WP_(ST0<CimI;{;li;X%_N~atJ1+Ny;
zoj|&h-JCe9%b_ORVC%6V{s^P3QOec{5*F7hF#kq(p+H))=?29I6p*UWOr<zeRIdoh
zrW$kx8FaQ7b(Sfe5HS&StX&N{<qbN$jXLX;&TSGdlI-1wda?x;J?4{!#7#z9Ta>M2
zvL#AYf@BXE6lWO}4^u!Y*^iWBC(*MK1RihD2?ZVJK|J`QMI3djNZ@M&>^;2f3elk)
zU~iyZUDUg{=nY+TUs2ItgOpXP);Rlg*`-BgPiwN8=u%yDU{TRc#YG3|qTxkFr$|xy
zC1`mqgzK`euy}f69gCZNg+-G!xK>outGMVjU35=TQAZ%upo>~J+@ldqmt9;`_7ut*
zMHlO${j<W|Su-=MDMom(;W)G$_h21yX!!>|VQ6XX$vVN%vH(A3ievb(Ocdb9I?=ic
zd~6X5@Z%$KtP1PO7K>L^n17A2HMJV#U~KIIv0Kpnsu<CvD)VQJL@)RVs8&?&NllmB
zivW>OmHD;E3n*ggxGr(NC}*e6IUp`qWsPvWd{q^afuuTk$)uLRCnR;!3nCsRUgF10
z(Y_jdEE9|IW1TpOA6vvr{P;+;_hwxK3jB-2aJ9NC${+m2HgD!v<6KdR?YhK%amAbY
zw@582Fhv)bUzF2N=Zp|FeV~?|iwe}x1;Ryt5MY(XG#}QP4HpM}SXjq-ei$tN@O|oQ
z{6@o}rx$#Mr2$e>(hLmWYB~cNDqK|YW!`M8sN>7t_k1n2q&WOgiTKu+)eZjwsH!_D
z7j{Q~Z*)ZsJlGe$E<1OO@t||QqO%|KVj*I%A8XQPSrrt5hbYPfJ*j1~9hYN?Jc6C)
zgK@~a{8!-4037IV(QpNk<Hv%`&Z^?RAFIxmWWDrbNoMmOUSf3(mf;cQ4)OHXuJ89n
zw*VFr*cg0iXCn8o3kH&NitvxBVs!xPR0>YDIJ;FN>p=ip$NDVr#0b<lm#fCPQk5wz
z8qA((PcW-l1>G92s)r~mYj9GW3S`?G&ZvYGxNW;)iNiDxZ?#h>Z+jR##r`NKShH9i
z#A-1Qu^&Eaz68x8#!rAZWjs|lgIE{uyA&F=fGu4anJl6#%#WQG!z`>RYcEnPEGVEo
z38vAlD%mM)`AYtCalyhOS%#<(%$g2JspxX*YFK|am)}6j54W6JhZtc{AoEaXKV9L8
zyGRLUt)cnP2eTgROW|3I1(ZHe0Un&$PzoND=~atWYL)so<d3(uQ)1!oiC}5z4?%oa
zUTZ(~*il=mCAHu0;6jXP$f}8V9<Z`vQd#C%xe8bX^#W|_zbcCU=gnT`*mC+B%3P0t
zcZC%><x%EwS<(1}*++N=GWW_)@UlQ<yUFvP&Vs#UwcJkWv|O<ygjKgbMHeuxQ$P^p
zJ;%I4SYi)?zl~z^gg=jolqFD+9!cl$s~Ntk)zuz|9S>Wh1`UKio8lRhw8U}R6OJ7m
zJ4%=wfF}Pu4<>W}l_u*clU2dyA&^%#2Z2p-;5n-&2EfAv0aZZ?u54o?$NYo_><%HG
zg|d#mchHw=|9Hh3U$#(u9?5*z2{9^+#q_ULR__5?gZ@ws)26~_s&L`ad>UHpj;CdG
z1+7;s(G`|w{T;?mntfV;UAVTcz!i{Z)8fhzUxu?fthIO=&RW;rX?9tPrU!OLm3H}U
zhUzQM#S9-Q?l*!)n^2d%>EjEo!RGZMHg}7Mb-`wJ;ZcuOuep=yHm_qTMwQZSif;AT
zMwTwVsmGeJ5yHJbt5rV-Ph#)D@FP!R--R+c!U|t&P5SNY*IN05vWC@%sf5LfcN?(X
zRXPBNx(1CDzZbsF>fMl)Wh_q&Y{U+*DVrO!T1`w(!FtO|MXWdd_ceAsxYZQtiGMX_
z<yGhxr!Cky>@URIb6Jp>)0n*h9~T?5E^akmxFU!b{t;}3+44XnMX>e(<NkRK1K#ln
z^f98Sk2T_c1e?qbW%X>re9bIAYiu*tiuv>dTTs9(C}6IuQN9(2nzLXwL|kpoR!7C7
zwL?X%z5El@Xn8|>wm#3nuNnrku*Pl$$fy2t{~xiWH46|&TCk%mJ?qVuFev%-{F~gK
zF5>p4INS<$M*YQ|R&0D!I=cO_s9V2hMchvLLw9=`-G=|=a{KBzx*g{e4xwp1KJS6N
z7!E%Zv%4~1R!LND!{&x}1FOa7vTI;kC2$*!E<3k|iEVE}9_QPzT^%BSro$<H6r6<x
zQIjhC9SpcKY});jzn;1xz!;xD6Cbo?!SzG_e~rCGHTH@8wk!q)=r-+Gy^e{$kvXfn
z_-aG&&TL$9>%ol0;FD>hhlfVt?7iIasu1v_GRNN)yV@~7?<@I5Ldpey&hf&tJ@XL{
z+QDUY4C}0h2|v)pxV!!?i?&rPZO<&$7idDZ@D;69Tyw(rI`cCZQ;Rr9XQsKBsVbfK
zb>;#WQyXZGLh7oa0$sj3>l)orgQ_n)hOs~~tqb!KZ+2i6S-yC?1FP>dQ7^1*mdfkd
z6PZ^Jk=ucF_j!uuRO;)L$Py)TLqvCE@jl}WBKwrc?~kRGZsK}JHr?mK@4A%>N@S1{
z`B=>8#4O|5K6WMJ%H=#vLaL}=p#{9cT*GXI|4>NN72YeMa7R4t#JmE>>oQYH$m}5*
zw`RIbYY`R6I>4A{jf9GglD#bzJGA8&*%N;KRpuHc?nFYxoT#fR)<KEPQzDl{pD3u<
zaD&KjCGyZIt#lOMMX?z^ry)Dd$^s?QONs0jZ+C_+*Th+}VyAv}RqPB}C{i)ge<-Ze
z6*iPmxZ)`3VYsHy0-iW4p|RsXH0o&@@cVR+1?$P0iKSgwMRV(iVr>`J#yk3vo@%a2
z^{SZF6&7vb;%OH))%z2)pi26?l4v6(Qbkf%C|4DOgy%!qF57>hikkoYS=5eZLDm(&
zl+4Bh;#EDY8ii@>VFUg{;fIGVg`c3DMGGAK9}1sn3Ki{+&rkz~P7&FGH4rbN;Y!RE
zWx7GXx`T133@5Aj$NwyQ1gt~4vDrRt3?i$Q$QKW!NPu|NjRkv;g`<YIDn5(xXprM<
z24mne4^Q{LqFHw~+-DJnp&aa0+GUmYNO7_|^ry!^m8{Q#pD{<8xRy{N#`>K24~6c!
zLhlj^YyU&RM^h*T_w&W57&gZo?hw~v*dd?Q$Wk$z9I{cpev}zc6^DATCKkv2k}=N(
zFDmARn|s27BtdlQ$(Hu|YCkhQnh68q0=RnRL{L7t%yFa+O)m2Ze)h*7sGy4*m!de#
z`#jKN7@}g>ohLiiKlem%FV>hX5dC{GFSpV^y8KoUvwE?%aG3dVFSgR>8)PWE8Op|l
zdoqucVq|Y-3GQ{TWFEKkT=wq%D0cLQ6VUQbk=vWCVk^WOeb_>C!S`9$`mhJgI}aBJ
zPu+^FqIQU{`Z0fx2j78Z28XrOh^xdO{n&YL%QKL#0FRX!)^uCN*RkxD&-m~4U}K!J
z==tBsV7rTJ{n->t$~Ps0^#?b~N1zx!fDQI}<F0OKfim>d9cid-*1Z9&Hw!rREz11o
z3ca)FJ_tJHnA;_NJ-OrZ^$ZQrAcw7n4few|*K+n|38t69nl_7G(XD-e3d_#ndt&e`
z2<}eAFN0VYpL>w7)_{9eD${PsRL*3*5eKVl)>Bvqv-d3@-6$Dv(_5~1TZztZu-4|+
zx5eT&SVy0}5RYcqp$va}T^ep89B;5TmOa-?8f<pcWe}#PA#9M(Tj)Y{vG8AIs})|8
zh6anXLs%%gFC0VICouSK9?IHU3a*wkyAoWfHcS%vL*Y>TP2oO_b@Dz5Nom$+DeEy}
z%rF?CcZx;BAWHB5Ft_WP%iKre`Y?9HCjlL(D32*SZn-kbapLH3Sdd>7K_l38^R2xi
zVKDO*l}566EumkRj5Xtm%lHv-ZY1oe;goG88{u;(SNBn%e6+hPeQeBHJ&Hv!v*{yg
z{r+h7ZgAhPN?QN+lFRzNuf^7Q*cw0z@vJ>NE<DGutv(|!>s}%s$$C4#lwKmUz8M4S
zcFUy;B@GX`=rTM~1dM|cM~XJ%SQuL?Mvr5SSUa&EP*CERD2Cf=+D{y{1Ee=T2u>2$
z#<AKkb^J4q)n(^J$avP?@(p;CDzx3I=u#ng;)3Wu9aeuE$FpO2&Nu;X#8eYEC$LzH
z7fO;Z8X>xVq4^^C*ZHjIiL4i^;6O2aNJ?y|X%2!rGsh>fn4nfDP0HkE@>xxppuez8
zW^eh-I}cRV?5V0)?5r%-5b^nB=$t=^Una9Qa2#Tp!rrvBKU1=D7tpjE#4d{iQ=oDg
z;>#(lNvX;?uX&TzURj<~*$T7y=QAShO*Y#6r%gP6leM#y%PA6IYg>^3ou{!ZlYC-7
z*CV{3BD{M_M%YaJGM(MS1DhGFFS{YUXR<n;>rRrwXf^2c5xr-!Y2B&-wfN3yI~<y*
zxObn%uf`cP?}V<P+1e&v&4e3R&^>0cmTaOJIE!8Kn!S>l=Cp+VPylm!dHAo)B++y>
zJIg*6&u6n0UX522=l><v&0%Tm9sH=C)&4E0E_+|hpUVzG>1)qp?LB>t%5dm_36DhP
z%wxiQ@0h4GpVhSvLausmb4V71IZi|G9Yc<K*;d=tg&D-_qPTj`h~E431A?l-6I8|;
z$Tvb?Qw-G8t|JHEZCi1!H5_VW&S#%7udIo0v)X3!<3nQoLe>PXzMO@uS?FJfl_*64
zf458iG~&|FfUFEJ7uy!G+HS)$(H+@`dx?u!XvF`dE?r3P9768r<P}XxGyi<5n|bw_
z*uIE`x!pq3($2?OUoT=+7<*Ub{g2hD!VV$_UhPYkPXdj}@>>j@6FN$ZC2WIl>Bn$f
z(g*#(9|XpygFnVe%1wN~gvGgU{)9XcX_)A=6s~4ZF=Z(Wsu>9!?F50?h2(}3xsmnZ
zQg+15W@HUt2A|^IN>(Ny92P8cGB1Z7yM9EL>G0v0XtI*|xJT{PNzr1^N)}Qjcps2t
zR?qjpE_7TKYgV#1YNg}qAfl+jc^~T9&V7O<GVjWB_UN?vdqvzzR;$VY^de2xL6c_j
zMk3>t{UInwT%K!3iGoBJN>_>&t604X7GOOplO6h4q_1Mt;DC0?DptKhT}f>wss5$k
zhqI*U1CQz_ELmroTQ0l3WJgPO$nD+4Ua{nWX`%n|JdA&+EB-zp>zE))uV%GFZ4`3c
z$MB4A4z$=7)#Tk}c2wzJqVH;`O&zSDOyngfIc|&PtJ$c&<>7n6k{b|%>kI+U4b|nK
z%&qu<3PXK=HJH{8-H9+CeM!T;M58q<DtaL`mRtoTC&u93QoF2PL*6m^p0^MTJLB=p
zJ(=F5unmUXutPoHB@VBF6R!eFBrO)lC3$PZHcE*s5pGFv)-+0VN@CTU&4h|63Dl35
zkn{isqo3vY0HgGSA|u7RBo@#pcPA(&r!9~kqypVec{`mfBE{wNthklLrd#7x2z@};
zc|ab{klZ-MXpRhSU`$ku8pv2=U`$aAGcv{)7;h?ua|bYD42+qNEwV<r$Z2fg%uy;?
z;>WeDx%t`q!Y`RM={ir5-++W{|NIn11)d5OvE5Q&B!I3-zhPB&)7M|{>uUI#^aFl-
zwOynnGvCs4AxM!hf_Voe%i_di)j;4SFbvI_BJL)`lL+67m&vTQRco*r+fhiirR)~!
z#?@a%8*4t6Vh`<CjB`ulU7#-e8D2d_C!Wrrqs>%WP>m#Q6wOdtPxuuBmsU=rTViS&
zub`rul?0Vq5-4ai&B#rVQ$`kv!gZ{(x8)DGM0dL`(FIU)hnE<f!uE82gdWwNpxD(g
z3+?Dv!)#1^8(a;^Y3<Rwc1?&*>sg<gBcvUQq1dHxf4gu`f&(%8dbklcN_@ATRS&wp
zjcmuOG|ow=WsoSUy#uTK4x;@#a9;S}J(5MHtE)$dDethAuCD(6yAaz&Lub>v`dVas
zYG7zxeKs=aCo1F%TQ;q$4?za}IZ-^)B$rxO?}Utr28OGv*G5hs14rxX?qXdk8vr**
z?xnJ(uAcr5<m2k;yP?Rgo}LCk_4IG)EA{l#@KyHo7F%RbKL8G?r*}FlYopb%xr7O-
ztY2(}-Vq2bH5mx>20uLaL|Msuvfkp{1{OX+y97QE)EB4~id+Kq>Do|#MAq&=_y2JT
zOaO1H-?c@BB5N<$wQpoz6UKvT@&0Pj_5Q+sP^8m0Gbm_jorWxn8>s|x$~ml5H?jtP
zv2a_DW<Xd9xW%X&bAjTu_%zt;D`s6|Zlw!0Lml&~n*Bs?&MH>%)NTZ-J9JgWBo0p|
z{IFGQ<7}ksq4i0^yoogmUZ$Q%i%$d3$<g`h_F;h<HvZWx`fp+_;6DE9O{`|cP&Ldw
z-XsogVy)fBQmy5N<Cgei6KmrhU?8Q6HfgMx`&|eyMm>8OD;B1)F_mXXQU(reKc)#s
z8W;;Vh;0)MH^UwIjiUQzn14o#MVna{Rzuh}vj*nhHj2la+2|T68!2S^frQ{q(7SN&
zL+HAgC|JGL$AAcabI?fx{0@`1$I(bnJk8Hu2dTgk;vLKgCv~b8O-k^PnP9Wv^tR0w
zI82zyK~WB7)i5<|SDA2}&Ut~M>zsBvC(p&9T!VGac^8M)mF0BK0T(BSel`2aM)Ca?
zxM2^^i)?{2z`-0=e9hlwo>iKsQc`eVJO>_Ew>v^b+`CY&D6!^UR=@lg*rY4Y`HA4S
z&D9&^gOJ6wMo4^zH1p3#w#M|48SY|E7VJG1T|w&_Jw?Cwn2-6VR59s278UA%iorw0
z>KTKkRO7e|EQ(F*9;d{m_gJv|cNm_M+bLeW$GWrCqVrbx=p@!|Wl`o=?}*D=+1#+z
z5Y3~0AexF<yo>D$FIfRjcf}N%Dk9Io_H)rT=H}iRqgT>p1>eTHn}1s`?rviPeUEP-
zWsE1mc1LyBuI~uTSx_Ffow+q1yIzl~Hbm(Bo5no($ixI)J=OM|QqNy6-rLSB?v)Li
z*MxmLo62sBraM?O|8Xf`69y=_=}cw*UTM}4OLwrhVW;|h2W#PTio&MXgEDOQl}L<;
z+6lFqxQ?Pq#{$$7Gj~GIYXc-TK*-<<(2MMfm(i5o;VPrH<YX4*{F&_Hyjzs>t<JH!
zIOIQvI9A#?Oeo6w2v}N7)L0YrnA*BTsYCxyw{LNA5-`6p1|u0ruz(SGB%JagtDQh1
zO7lY^udx^{r3eLC6ODvP0!g?Ttdhi6;_Gx)19r2&rnB}wXE4x|xU0}H@@(Nx<npeM
zXupdEy3bgPyy&YKOH(mv7mM)iZxpYu#P6;Z2Y0cW?yr(``On3jUF>e7=G1=5d_yIF
z8sr`|q)`bkKKScBCUjA-O8mH+wQ&D*jc#V12z{T0_Kn9i&fY58zN|4Aa=5JqF&x>@
zMlWT$&Z^gi>aSKm>a}9Y9n)NImrP$JQ%Y=ppVhan1~)6B?=aXWw~M|z=M$G)e<gP`
z5w3z|+F~#|4`aLrPPGQ0x@^FlWfz+Wm6nAk(LKdQC+ec@l3&*|$}TQ0+fJADOx_%B
zwq&jS0FF%Xd4dmFQqV6D+Lv^y3J-i(@PQAA9>+WQZg;>tq8~9I|NASkj<HxI#iDWi
zMWV>~h}8*XE2w_>WK4K5k->?tMZ^iSxA?k=xvcQq!+dK7lSg`|4<9mV4L&bG-?)eV
zJ``Q|Fw4k6=noqN4W?kd=uw-?6oxEcl>AOwWuU3F-xZ;Pg#uHnElK<YK2>dxiO=`2
zkaiy|M+*H;PI6>(cs;PqnYa9pr(^GMx_ZYDXg|j=l*Dy`nggbapuH@(tOJ~Wc~)%6
zW)?AVFY|Ye=2gU+y>K)+ROIZ1x%4sI=QzQ<MX7zv%lvGm@Y@Hw^l4(pK32bpHvZeK
z;6eSm$)jZux_U(}9ZT{p5LD<^@nRnv2xqE&_p?C%yU3v8*d4L*doC(;6^Z*<m@AxL
zMCN|hXxb!$^mnjAqVi&Y*Miu*6dXqzdfgF_(uzoiKR`9vL3?2JX*8jFuhlt?SH2b=
zHgk2c_7pt2F#BURpKTD1kKsv;PNL!gcy0_99tT*BQV}a&3-@euEiwH73v|<V);AZ!
zO6$%6c*yhc0XD{!L$V0`g!K$dfacIA#yONxv5E23QjzirvsA7D*+6k<+`4BKCq7}_
zm|d6;!qjLLJrBZpa|f~RAe$Fv2ao#9_zks0v6*rF5;-%rJp?o3a*zkZsaWZ5V&EY#
z*hp+W#0L5PLoO*EePUd>SWb-9GniYm-T%{rnz*Fc#Q34Eu1|~+VrT};U40FT@JL_=
z%!|I_Sq99D?=J$AYF<o^^s{O6;xy6mQ#P~WQm7b4`o}_%^(kxa^NOM`HbJftaHtpT
z{?S5;jyl~`(fBi%AQu8j>jG5D))<KF0`8E2>;lv|`l7bv{DDsNsk6Dx`KBnRy3RT6
z;*ft6apVN~VNupEaLA#>M6K{4mOy%5<PxQrPJpQ5#Je~NSdU!>Ba~P?7%4JAT0x@d
z1lbWqj1%NYG-8|}dmF4$8kNNQOqd|Ai2a!`L7J%*i%pOz;$<dGkO$v}P}KxEN7OmY
zB78PrUfO)BO^^X%`e6|7U=U|nTMo0*tWj^QnI^AIkhkYUjB<j+?xFREym{i{5ttyq
zoTs}@5pGABrLXBv7y?(odzA9vk|xOTxgdt)G1|~3$bq1%O_1FU6C}!L6J%qt=qRgW
z-2+h=Cdf}+wzLWI7jRH~f_w%vt)Xdx{1mLH=3E7pHjF>^;-af`(cue<PLSJ*%MRCN
zBNosEIW-HOWP)2bna9|AbGf;KWy9q*>^Q6D@nSamrQ@V4Z^2Ln&vw=jTaLr+=4Il-
zaTxV`Y|e&<8m7#W;mPST0(;zGB(*sUb4)xI_>8N-IXK7oA=fpz!ZTte4R{mj+nBmI
zXBlT<ObB-&+Kcj0gT#((HiwlLRZg%5tiI@Y0*<hEiODC}68~|SfEpJwd*D$b*n;pX
ziPtAs>%fgOq2|WfXBiMw&1=6UJab`<KVlK9DCV4G9W2LZAQK+ocFoYMF-U@T$G<bg
zm6NQmdwm0Kr>J*|1=da=MOyxb%|RQu<;%l3ChD9@V#X=9i=_%r8yv&+5D_*O9Q*g1
zAPzAn$K6eejil&PVq@SFE_hla+)@Itbch8q>{f|<S|`Jsk+@?e@?Npa#)d>*0j}(7
zva~T6N_H_KEL32DQjAEuLfD0$hV5WAOcd^uh}Z-06lC&gI7ZjzwU34EG+V|hh{zlk
z3lDm2$bq-2u8M*jm_Cw3<mYTc*^sGl36vLCw=#cm?sN7==qFPkDA%5i5-7fB>nS>&
zfsuPMNJ0TqF~A05`We=}Ts0s$|0yNzZ-cIT?F?(>b8i|76`P)5EpwIyH(LV-KVX1H
z!rmB%C;aS|Mo88b^@+(xyakGtn;R4hrik5V*%XiIlhjE86dC@exu|{)jyD#H*mKMR
z&tA+v$7WX0hM^qc1g6hLioe*b6epU0!Gf)CO{CChIBg}pK~uvY`U^FgQk|V}XQ@v$
z-B4Ig1&`3C&S{`?t`_A~)j3%%4!J9s@Vd~d%xy2q`T<zl*hFRD4oNG~IWAEOG!sM>
zXNZfFfGNCdFhZpt0!E5VLT^ui#?btbNJ|tkPC{{L#5f6cHCUxIN}-B+?v)~{7=lHk
ztIrM<O@)UmQekf**nW5%`Sy9{?^A%;Xj6%{m0Kao+F|PXU_A2VR&KIrVrRXhrWwVx
znd&*o6?yw>HU5zjb)owj%zT$+vokl=Fp%21*cNZ!I0#>x!OFX4u+PNb7g$U8tz-3Q
z;AO=xS*SG!$JcFMMJBN4@gOEAu<|x7!eG=z;))!)w#NWok<Z}pO78TMBg@+sKamTl
zzsBg3opCpaGTLN!6=ag5#rI#b+I^!TYQv1DZ3)TGHz4=_`I!zpSD@M?K1B4t$h@rM
zfu}VjO^6}jL^WgqmQx=_+Y}cqz+7dUUoI+Ixwz<MU352!(w$%U4Hi);-0YoIa1ovr
zWGzLPOKhY0t$3Up{YCyIR)&=l&o8l%YW+r`Cz>KdvFbQ8i7LOrFx2%j%#%08+{>($
zdHX2R97f~ksS&6m-&as=u^&k^U0VKv=DhD}PMR*?M6MjF$-v^02Brwh*UZnHA1~J9
z4sF=iFeCOBm%oNB*~}4gOXhh6wq!q#5@A=^;_7=wf=M+5{@nulshSx3jS@Te!Tv4x
z3cT!cYdExkaeDj$2&$}8g-0$M-&*T1$3LMEamiF3E~Pwm+<O!wRhK|LR8~iwf#Ty_
zHgHf+1KTzXoOLra>L*ArUdY>kpu9&>)m_u*a-CC047keX!Q=lIuCg${*ysOo+Fg5y
z;k3Jy2@pIfQ%yX&%6v;*d&9tE2gH(V@LWu;c>fxUE0r+fwdhqA?yKhtzw0cbRNi1E
zOYZ__i<#G1h&kdnvFSPsH@E*y*x(Z;@`u-98#qQ(ya6BcMML~pEn?v#Xv1&vYV)aW
zGQnk7!5+O1CL+_LUQniVTbkH#12!eCFgN-ewD4!H(v`-UH>j30Mjq&k_gUq7qM|OG
z<JughNnvOc7=(x5t>Z+~TrW_`vEiXLk_QZeS_cCu7152suL~ibDk##|Mkm@pZ45G+
zpZABlg3?cE8yWmGB|oc7WF*&h>iS45y~+F<43O%0sG8^EeGguNKsnt9Q>Q0GEgXBq
znVYPQ^>Q3BX+Zy6e$T;BkI3)o_<f)JPAP21@9>L{XI-aIWOo&iwLV4lhz3WG78-h8
zb0kbQ5JHe(RUMOzR7FatdYdS1AintVQxT)V1}_w`r-49W7h=6t-=^4qGY}|&@3Go)
z1Y17jbs4D4gnXQ`yhN4T%**E-!~nhG9#t?x^@@I??QM9|d6sObdsvg^vZ(ZZfl;Tu
z(kUfYfsQrQpyR;WsS~OOMx7o?CyRuO%ylR6<ww;C??6d3{cQ$YaJ}d;k5RU!ku4E&
z2i|mEXHbkaC~h(;&R2>-V(J}8HqxL|+Mp9-)LE@`u8X6f<NoIWJ-}n){vDWXZU9MZ
z5GoeOxMck&qbYr|*;ib2vM$=8sOZw-q8)V6szy=xBi93q%U0E8A7Wy91mVR+A7T+?
zuqTU(zUp5ruammy1{9UkUDmU2SY0zd?{$~;^wP$q0{pqE<mh8I7|a&lWevT)P<1?}
zF<`Vieixo@?jZ{9!fUx>MC<S2W4>5`AFIW&@8z4v-{YId5Q)rzu7Gy%LY)d3-aP(6
zzIhBE0o97iJ?Za~dl4%Vet;*M`-&4ku=$pUy>Kz7--(Y7$1do4Z^KXYzsKsh=l5}y
z=C6Jt@g6(Q+GcgiV{@5LJp7bV4E$hnXf2rj$`ppcM^YJ+`0_rBfam&N+=r(W|BtwP
zfs3lz8~;DEXEZ@FHN2ptVx(fEXry9PU}S2fVq{`u;vrKbZ&7(60V5M7^MZbr$i&Fh
z$V-u^kx7xa$kfQx$i&FhsMJHI1~dQ9cV;8%b9#Dy&+DB3!|SE*wbx#^z4qGoJu}S<
z-al@gXO+dg-)ub~`z!b~&eI31H*jPK|IzBx?83h|yv(>F86VfGu(qsygsS&c8|YT~
zrCh4u@}QAB<@);88*C>d%)`)671ryUyAJb@_oeCXJF)FF*C3hpBZr+Cq|}GC*U!+W
zL*^4)D*Dknh>wT)ov_|y?d>MPRleto+goaOM;})W&Fj0Sg3P*4Sg$ia=_6q$tiJWC
zBDlvZkDau3TJ*~c9ye}d(p7%F6|TJ~kGSQgpR5Cn#usGlPrN+!m8|;7ni@1o)0x};
z;(HxDQorx}+S7((T5}4K=DNP+er_W~H8XCs^O?^1GXA8s`}MoLtd`L?L>K8N1xn=I
zlh$Poy6d99Slmel*XLwpJ&lxcr>wWRo?e?@kjH)W3$E7j+0gT{{*<-a_AWic-S_s^
zLk0U!^WvS6+Ea?0oDO|?o{xHbeY;MyEV%0r>vJ}b&$>C>KdK<s^Q_bZm#hyNZ+59m
zUJ&)C^<{(C_7B%^t(!<{+A~Jl1<{^2&eNVw4r|xzcCta7tn6Gc!eNcGTGte8cUs$f
zcr5AQO3jI2&PF~?Ti?UrE#-nZ52M;@{M=R^Z)i;8o#i79jaA+)+h6XQUtGbRC-0L?
zFQdKvlbhT(Tv`<D_cHFZdS|q|oHEW&gZw_Fv}<H^w00}#*T_gRtlt!T*4P+h^?u6t
za>_6Y(UeOiys0tW%EzCZ8c*7yeO)Iqtz?kDwf>@CQri_gd7}|w7_T?ewhfR!ni)Yx
zl#hJd(708in;X-b?P+nj$TwQLi~OU7{LtL+vnSqI+s?KvXlJv#n_o_PqbnCb-r8LJ
z8X0~vzok*n_@RmPZ)5}(eA?1zrfojlO56NM)62O6DNx&-CJ+14=G6uJeT{c)Ms=ft
z8SRWsM(YSKov)|QhcwwUUtiuqbS@Zlv$5W8omSxNXl$?sp0ZyqbXz@lq0Lp-FF@$M
z64zs$@>}%-zw&K>aW3d{+vOZ9T$y>ercqkg+=uz~hX+rZuh;3<;hsz?sOfC{X=5oa
zb}{-`y&rSb&@@-Gx;r(<4@1bHAY+1l;Y^V6s+E+3x*HKz?|Oe;PI<%?)CYxc-)>B_
z^6qA^(Zkkkz#o@Ww7uXi>-j&#E5h)V<erAF@!dIjy{GZBapru%oL<KJR_{lvE@ue(
z-JM~!MD;d8j9-5%$mnhKt#3ScQsxgZf(q>6#y<`3oYR*xJomFZ!(M3^VT3dYKEWiP
z>y_mR)>e!5q_rwYi7*<~XDMDCV5HlP#z$pvoZ%zR5ytfrHppmf?Nkso$at>a9s3Vo
zE_2lpcbN{2n(I1Spl4iN{?cB)DQVW%u1fSh+j$T1vdNj74UdAG9yWG*7!i9fmwyu<
z0lw*RBi3+!A=4i>zW2U+@8ue9{L)>+Q!;*}(ZcxWZh3j6vD12_U{IW~O#AxODDCT~
z_FT>p_PIL;+e5rD(b)N!geMuz7k&A{bp`w4jpdqW!f4I&<BrRDw(fN2X(~IPG$u9(
z|Aa}s?WJ!)$ck1*JsB~^=uXZBV;BR?J}bVQGwU;V&U3|ba;!1FLHq6hCF=|0jIqY3
zZSK|5@+o7l)jF!+rv#(5VLZ283a1<0<c<l(&E8=jUoN$omcqz-S`sE0ts9)(Y8G0q
zADe&t2BUq!&I!hAhSB^ZcmBnb$$#v_%lSVjbmzZbN+uhv^>Ni?BZQ|#?VmAvHw~q<
zv~Lrep1j#i^?;0j#<;!y1>Mp0k++{QZtdHnKnvhTs(H<LaFb5+1~XqvS$hle%adUr
z5bIv;Y%{La{);xk%#>5mGSTQ|<A@dYyy0Uw3M3`jxJlBVH*Trli39V=#ghNLF|*ky
zSK+Qrs;8@7zV2d^Jf33QCR3&u-bUrdf_YPnTdelQ8*7|0siEO7-%e!>#uT)hW@K5d
z+vLOP#=}9g-_tg_ih1mP4RYzAQF9+=F?e~~wKH-3LVVL*jLi@UOEMCzi3J}d8Lt?v
zN3VA!J<~6JU%#SbhJL|$(J@Zn^(E@Zk_|uWT1iee?sYeuTjR;bOz(l~F4uUoW+(A<
z8Ii&eIaH97Vsx<DQ`gkC__tJczxTZ>e$x!Uf}t}hkQ?k%UNq(eE?IlIl&9Wtm-4Ab
zx!QgCH&_aFXY@cpmo(#JtM!3`UtcoD)W5CI%F9_>yy?z5L8GqDT6u}Z{o{4%nr5^u
zSeao=w$}5`uHiHwe2j5ZL63RHY^!xn!N;!}tF1=)GWq;X;})5>z=*S^7o1sOw6Suo
zal;~ZM-OIe>-l_tCu>uQS!8socmGl?=GYSBX8A3Ptz_LIqj8hdS=s{L4>J2NOTJuW
z<TUMdP4vmEf|;3y&G5dFLd^Ac(iPl!GE9~&G43)}E|SPBj#KRx$;hQfTiu2wNQ{xz
zma;&Mmd3{-ZC^8<l%`9K&?du|TwSea!Q)FA9o}zbUM@ayu?BaZERpN8jJx#nDOpB0
zBk$F^(sQ$nk*#tUX-N;ehJtnb6(iw+f;O)iD~;O@&A(jay9?Y!)>E(U_L-;X_E$2r
z+grN&tf0kmW0uwWdBO5GI0!V!dPTF;_0s@pn`0z-*JNBS{D7vQy`5!!j?u#Up6tvq
zB0X=>SWcYSsZLsHbTlenu4{k7N+Zyi|FVqO$|(DArP0XBckJwW)7aI#`JBtO*|p3a
zO!KgRgBTG~nQMgBTQN)5<$||Z!S}yqbZpu?{c;A^W^g*aAmuG1!fxchB)#7?0_EHq
z<Lle@zo<=gZFH;BG{{M)M!CD9_W0X#u^tSP#rFdqkFR~pXt?Or^kxM;-Z2cr8debU
zE_gqda=E1LsqT_Eu&!gL-!w^g;jLx;D@IdUyv}&S*qbCHl8tsYujw`Jml}JlH>Pk-
zuztNU)yfH7z(%93(QbzJOAAS^vNn-Gn{j<X@<#R=RzAn|p0UARJe^I`^-U(f{a~#p
z3*I;GZ@zDuHob0@q>#qlNkP&k-`F3xX6ofe&d{_h?m>;ZdU3mMU~xwjwEn=DVc6ez
zo_hGs6|OT1*qPZUJ!?)2(>`)(i_x$3=tNf;|9a=M)#&T7SQF?vmyO)Al=WSV76pg4
z8vn5BtHOnxe0))mS7_W}y{%xPw#v0WGA3zo=gA6<y1IeCy-foX65QRoeK1|qW1I1o
z)wu0x>H3+GXcQ#K*dn95ytLg&Fj^$IBK3J&k@1Cb@6)b*m<;=b{l?OQ@=uIN!}_gs
z`OJ9Mc;ZRTcav1vw2{B?RPB);t=IP*rp@^J32lb!rIW!r{aM{~Kb`)dZn~FFzg0Kg
zNv9V}@D3x$R{RfhmCxYY`E1LXa^2axN575c?H$H#w&>afddtq%#Y|w^Y1t><I~g-o
zqs#&Z?qvR6rnG<?Twgz<_ed{jWlf~rPQ%-ld1cz<@uPG!%)jEVUwVT7p~&=j|6~1L
zxy^ZppC$5@TaGEjpNvdT^gk1sp5#x7vHtt?#h}Q5AH&mY`lp}oS5#x`pZ?9se~zS6
zUiu}`x7)Wjv<)NQrO5R25$V5$JH5;Lz4)oMU&znTp6)j{*1ti&xj_m3jU(sA`?rjo
zo8aFra&Dr3r^vZU{y}=C^63q2Q#e3a{z>zwr~z>eK3%lmdUHY8E@Sm|$$u;j)7h3M
z7rXT_r#D|S?Z3o5-^27C)9*~D%hmZOKl_9wF5#IcEYBt+P`qVPwtM~?SDS3PCgT6+
zX@2nJ|Ed8Wyhe{u|G%vP)6K3us|8<C?pNk?ZTyvL{gx{u{$HkFzIt8$Zx+N=|NkbV
zw)5YRFFEYrQjlEJ<*Tll{>w3z{5M_L?QiD)Wx-~?p?{M<=Gp?h{wBk<>1(H_UbDor
z3qnebp4R013fw*X$maj7kN)d=k}dz~ivRoa8Q=eXg8%S*-M;?a4Vd(=yZT?&<J!Jo
z{+kT1|IPfrTY&ffI)7W&=Dqux1mBy}zZVpE9x`TF$0mK{9-YQsx62Q>edwC$kIm^^
z(<7!+zI3N=zRzvG>5%>I=`*Iw<?LajMe@ss+|i5vZ%nrQA60DD%b>Wn0k0nXpY_PQ
z|HE_>%${xe&DG@|(fm3nFPH`WyPW?2uqs^}#kD=~zn#A0e^~LKbv@y#|G%t)|7`=V
z%{S?qRg`kg^rA!NLHF8>e>eS3-4d_@|LYj~yZm3(=1=|~cG-)y8UBaqYa8&;HA_6o
zoPO$wsR>Vve=>2&QKMJ#S5;xIrTFpp|E#C}bv?<J|8&Lweff;R|31Ngc)o4}|Lz7j
z|8-aY%X(bfV6(qj_qYDd{J&d(@W0OA#x?jJxhBEW=JboQ|CsRyUrM>V+z@MW)UDyJ
z<Oe!m?f2&NFQzTcbeGKOS|hu-^Zk{NUo-y~bJ{f7awy1Mz+ahq&HNm5y4FW;cjte?
zbcU&z?l*nk^v_^-dbf94EKl@sM@%rCZJJ|RZo1p_Xis<gqq3~RcrqZaw|nxlJKdfz
zy)M)}{f0Szf&~0%yd3by-R|g#ce(x1bhsIR^F8i(s~pzkmOk#uDPeAZF&!1|o(?qU
zdrJBVV?w~X2zT_%d)+QDt#8I3G2JYFKau>t``yVL_qlzhubJI+k~x2nZ28IP8W7sw
zJ$p|-w?CN%nep+a_eztKBws(kovfE>v}u;<*QNzBmgHmKf54smBhv$>Kbba-bkEN<
zr+1mtUp#15GtljurmY9Lr@uF+A2X+4EU=z39<ha_WV+|CG5yW-j>YcyXH6?i1D3es
zx5|P_qebtPS?<a6rgy*Qo}Oj8%XEIWJN_Hf-?Qa-r7<F8)VuEZO{NahzU$oavrPxD
zcTbDy2Qu{+qi4vR?e6G2(<;-@B6s{s({Z1;r#G5@S#atX<BjWlCSKzAp7^_Pz&*du
zS8m5h&hI>XJ|@<SMhn}%z%Xto-NI`VS5Eo_U36zI{><%&9d6?#?!3{_XP-H{_mA!}
zb4}lq9G%_Rta?v{d$zYZd!Ljun^*j<tgCep-}J11v)j8<A27YpK3tpT)0nSq*1vxB
z-SZckZkC)ssBDATmNc`8drfntoY}UCfA*o2X0;1yTXFStYyDDa{nKxV*1s-0-I}$B
z==V_TpMEK|{>`hK@0zatZ)ClAS8$}+99M@<=vEs&-;Aa?wK?3$&1`4P`GY0rqS3WU
zZMGn@CkIP8(cKQ&%u3AYfx!cwnJ~V`Ba_D_J~8<|i={T(d~^OW3BP1?ZCsmeyBRG}
zJ?b@UeMLKJ6P&psfw#16TF;aBS!)XoGMm0a$}bs%JZkd{mXJS<j+ZA>WGs_SYcp*y
zGX+)4%0G=Rm;2+)<@kTyAA`+q597PTjgHBi11y#vyp^37SmP`uTpC>CEbMHt+!I>k
ztiV?W)HuC(9pEKy?FXwb)Hq|+WS)wm19MS$9N~LA`7snvVKwD7<Jp8S<pf|T4#8MV
zz@*MxbZjM1LIJz55}VGX!a#oR9fR>S#$qIoNz!l;=Hg>KJ}E)_OEu0aosZtPSuCS5
z824f{R%0S|=6Ovf_QHHj!_wP0;m9ITMMOS&cd=M}U#0*YfYCSw6LA)1;sMOZ&a){1
zBd`kRpm$e`<sb&*8H~mrJQzyEnV5;od6HC!tFbJZz!3t~*k~?Y6=bn=!cZK5u^5d>
zI196JD;8oYmf?A<#`-)7^X+D_1Ysx+!B`xLNjL+uaW)p>T1+k@u$e$L9z@^n7RxaV
z#rixsi^ay6gsm_eqp%Q1Vj0fBYFw)Gdsr-sU#)Q#<7TYD!94%7_oN3f9`i5_cg(Lz
zcIFcJjfi3l;;CQ-j$6nW=tT>8vKWkInKT5mc_5jF4S4REhohIX3UDh{;lvfJf)IKX
zgK<_4s{jjDvI=m{n=}wpa;Xnb<T83I2#kM=7WT%sYn=YL4<oQWPplJg(+1WZZr#X|
z>vTT(bebpnUYrQc+f0SHZ3_*>UwKs^4Lk9ULLPb*(LmgczM&RN=qL0rrX&-HC9oWm
z@FZsA_D`t@GkA5P0ym-kE(YmN8ibd2(I6bWhje)4bJC#$?RV4g5*7rfeNp3##QFQ^
z0Sx2KlWfeyLQIY?V;vIMi`6*oJ6d=T>*y#g#FgK(&alBTmI&u#E*?2f7h>oSRE*2f
z9>$XXT;mMH6~EB+nENXWhQVjahrQ0R*`n`xdL)ePKa!Vvd^!FkU82izQ#DJ7S-dz@
zihZ3l4ELZfyR=3YhcgrdF&3Z0BphgUIJ2>p;cymXOI~XVyw_qGQQzT=#{BC@hj)88
zoVhp(6C;u>mI?yd5gea99nM0G#xne)p~Gos*Z)alUT4NjypNTL{=AHpiDP)Hs}Sq8
zayTn+duxZ&tFOhfgm=w?aWh6^87AT-%tUWqK+DH2Sei^=Ie{uXg5LMD*|nhn^l!@&
z;(ScgX<m2B!&ofAU08|7(W@V;h<D%uaR5eQA|~KG%)ori!@;~&SAq*Mxst$#1Ooe8
zEHB<ni!tC9x(erFHok?0_z9MwKQHsy2e7rEKW1VCzK8L69MiCAN4grHz!KbyRk#<u
zA7Izq(UI&7CXgAxlHw*z!ls?67)!AbJ#VFA9D>!j5Pc&pmO>20V}Vqx-o}#RIm|<Q
z7b?b<Sc%=y>p{-kFc<^7@@emA0wcPzj&LDn;ttHmOIV8if@nErqxV1xz)<YLOOUZR
z4wG>6?Np3aSczwXNk51|c?T8ZW{k!zJ*W>Ok_luISc>`BJ%lC2;aH6`(RVNh3k=2P
zp)4uhjcFKm7Zu`mEWv|eG!&2WeyML1`;)$`8jSDHSitHBs1KV*QXeJ<5hx|FoR@;D
zvC$yb=@5&h_h1GQ&VPuOVmz;2XW|~r#|kXPOS~~%jg$FwL&igNH6Llo$D>$=Yae5*
zM6+w=<0*l-4<j)vj&h^f{wKz>u8G)%g;<GYcyKfsALcOoBn`qWjKqVOfL-|DS|*Ob
zd^~|=7%`RxVJ7+xwOEXC^Z*7vMLtZ#3@pX`p=|%-pC%&_Yq1);Po%;}I77h*T#fN)
znM6k1{tOw>o=6X%FIHhNdJkjWV=!)hmUWE-pJPd}0yDAA^W?{9EKMdbk3bc!Lhl$3
zA{dMZF&eX`Ft~IYv(bMldpI0}6&Nv%Q9YcVz(AaWkvInvFdH+_KAnm&3rjI5iS55i
z6A<uzlpV+mRE)ha8pmNGR$w-cnL))kjjg5<!)B5%)?z8fU_6M?>Wk#V;V-eoc>63W
z#OJXJe?afYI7rQA`wt~>b~as%t<xFR*avgbcP^tEhhim`p!W!i<?Z>b8jM~*KAgOS
zif{$yqkivG74{Iuz~gMb7>dI&785WDPYX+uO&~LyCBuQQQxRI0)1@OhRmx?_(7u|C
zxONR0@d9S+{Iv{P+=gWs`woLPjvhdN)Nc}v#ENzF2=-Y|Lv<PpaeMLxG7{)lK*mwb
z*vdM@IfZ1zLzsZxAF&QG0rPMPmSCrCEGeG(m?ixOtFVZk!O<9xmQTrtCom6(>|s^l
z<h=}bOm4N0j9mL9U?^_Kcx<_!Re^ml7fZ1O^S+`&{I!&PPtfqM$%o@G7MEfYZo_P>
z#6oO(kP0yq{YSHZz=+Xo|MqXFkcdS`=o*~)9T{-z_l$0=K>L#xi_dX-20Q)0Aj890
z_zb(&3VIM{U^RY<zKI;feq^j1VXMGkd<J80XYgVYzKYqmCtEBz1PX~*k7alWtI;??
zLBR|{48<-Oi~TSOV=)^iVj<4JGJF@Su?&6h;OzM)^5bNT#l@I}+b}zsKqY}fY<iLc
zFbu14H2U_iST<lN9>iD-J4FFF8vT2+4lx3kV(Fb6MKSO$RvAX(In*08jZd?6U>D>=
zZk9+)_PUpKN1zx}umbm@J%WmUrXc(kqtRZ;^nL8X(2MhcNG#zfHyZsPV%LfhcpMYZ
z>lZ3ydvA%QY>r*9j4=>_Nvy)zzp(x15?Dz@F>b&LJcjl$99+;J!+)h<9F6gqg&CNS
zdAJu#una5F>o*!WmUBuB#8nuH9nR1&48sf@e}?TpkHBk0lwdJdVu!O7FpfPT2I3Hm
z#>JR~xtNWO&#~&TGnU~Jv_HjB5(BaKKdBhwF##(u1DjS+FW!?(poG8}ti(O&mB5l<
zAfCr)4Eddku^(n*J{IC$EW<La#?$EgGzX*ej2WDdvA7nKuo$zk8jCU6^AEb5KyS2<
z=b8@vF$E)VJI3P?Ov7r-Mb8TqfGx2C+oOE~U5oyhgb|pF@pvB7u+K%79G}9H32gsU
z2~-lX2)!n<`CuUK!bog?iCrg#VkQp3e4L1-n2lAq3%w`N0~m~6f6{XpfQi@>GjTTN
z;}R^L#P(lKpo$33Y6_Ul;T3~%07hdxCSo>b<6104YYknGH()i6MBir^R2YieF&2+t
z5;`#({T<9t<XD5T$ppp_NWz(zjmxnR_h1>G#A-C0RPZc&Kn%qPF&1Mn2{SPpw_+id
zVHp}0r?VQp(Dyk8H-_RcOpYZmgFq7I@*8A%xD89On%_CA#^(GKneX##4H$~?7>k*h
zgzGRD&tVCA@pEWZI0${GunWdeoQJWv4U@3M?o4)O6R0Ml5O3pm(#migR^xQ^oyyS=
zL-9PuVh4U?EeRjNY|O+$%*QhP46CseeW$S>!BD)JpL>hNk(h)j*CkT`frUgA;#XLP
zjrmExY79o->5N(o#dk3lPh%2RV>b5U*X9aw7?$B^tj0w2O`?1Z#l0Ad=P?QUCG%T&
z*#t7N7(c=a{2c8s@GuVj(TNe*il5Sp$3)D)d6<W*u>>z*71rl>2fb%-j)%cG17mR=
zCgGo$i^<*jvBqKo6<CRl_~k?|wu*5Wh*=nkt1$uX{2*ioPQgNq;-@Gp@C@2h*!T0>
zm4O)ClzccI6L2eLU>W9NZ+@AxG==Rynn0B%MDJ9(2t%<9W3e8;`k91xV>S-s*EfrC
zGFISr^qR?5!Ebp6qW-35B&J~kF2oExih0<B-yAK$lUOyAmY*l!{USRSe!DancVIle
z(Ta?CcWW|Y5WnGCiZiha_o8<iOOC-fkl%-m#W9$KGcg;FV=<n=3iN41PrXEa=$}j=
zp&c#8i<pSl@%y})*bMX0A4_o@R$(wdnd?1Euj8p0$6++4VIrQyOuU5os6W$Oiux1J
zRoK#>LHROARZI>gFo-}bj>RN=5wmeQ7UE_s!;@Hz=h1gITgfe~D(sB07=cMR3bQc<
z3o#4Ju(AV7p3dOx$dco@j%@!C1d@n|$9b5B7cfubJJE8?#46l|-g6im7>wfrs2ClX
zgabM=s_`HeW7e$<YCMfzbJ;NkGDh$YjKq5b+5Qs<L=lmJBQX!B+(yN?5UVgBy))RC
zV=!8}(B-%klduG{@jMpdl&&l>F2rigL*G}}Utk1!2C={xoJ=5%z(CB!F<6Y7u@ZNn
z*F5f!Vjwy&5>vX-aLmRGT#I=a*qzahy|EG}qt~lk`2^E&d=8^A4HGeW1%XTg>o6aW
zVJSAggC)mE^q$X&1cu@+jK%kQ(s101xmbq!B{HY60`0w6*9$mTM1Sms5jX_naVDlM
zVEdm>AeV@>Sd7J3fk)B4kS;@iY#u@Z7>e;Y57V&6oh&&<U<vw%(r|nZy%$+5x7<y`
zF&1NS1}0$!W-ns<|C2x=5uW$3&Tu|f<2m%r<OC#)0x%ilaXzMD+i)6=<FOc5_o2(t
z^Ip1qF&DEKh=CZ1<1hi!FatMZUNV922$W#+2nxVs=)Ht%zWZ2b_y9)Z8<>Q}n2pW*
z(r^sIGCX!aJtiC-`_W@K86$9Be=5c^n1SsEP%+NH<Wd3~2vp&A^j^yT-~lSe<rs~J
zBB>ZpVm5Yokcu%3%P<kEaT)q9;|U3dV)j6K4EJFgUN?vy!$+|MQwFj9R}xrAgjW_P
zAQ*_7FcNoR0v^N+^chUcu@jbHJXYd?DDuC?K@0=&*C8|<8$84)$8ng6iI|VGuoRa*
z#P(lB;4~4w+3f41X*p(LEOvaDCC6yY#u-?MtFa9CU^P~t@9S)y7>bV%B|px_BwT{o
zn2Uwj?h*21_hbUq1m+E6oh|1M21ej}7>~u6hDR|M&tNfn#;}#3FWTQ=m7qWN!U!CI
z@tBPnxC8U>H!Q)p;Vd{NZzbTnf>R|7#a}TNt1$`tK1$26ES8pI^T%j8=3+G-L*E=W
zyAkBa<#AMu8!!#GjG|&ZfhE}cAFMKrK(Cc-{~hAVxRM<M#-jHVWW*@U#feyqGq3`e
zqWw+IkkB8iF#-cdQ!$RhG>jZW#W)8`Fc&NF5PIdZsxUA&nH|bl1{)DWF#+db2Cm0E
zJc%WE;3>KcJrmeU-r}a!(=;4AkEh{Sg=yGn0u9H3Sd1&N5_h53D#i*1;yH{=CeV2z
z72`iK6YrlyS7QQ};d5Ax>(KXY3c^sdPNrfE#3Wpfx!C?08jO>%3J;_AYK!G3492O6
zY#sPACMOa&L?9DSU_SPGmdyi)U=?Pd_ZqqkLviMFbT#HbPfy_m%)^CK$fxnsXfRr)
z)8MsiMM<n8d=BGrKBi$-65D?+ft^GYqXR2&zzeM7cR1c-FdoBb^qj%=j9oDkM`AwC
z!cts;Rd@uw^XO^}#-VKHv3La2uu%#<g`HA}C?+s~hzcBz_IKGwqd%^i$vVPwn1J3d
zvc!028WrOlEX7=`!gc7q&SLo%gR$vLG#p1@A|Ak8tiob!lRS%x3EYeJ_3WY0AD3YS
z?!b6FgK6mdG6mosEWrw_#169=TpKu{z(5>=kvIhta2;miSD26GSc=Kr(`h+@Nc7%F
zOEDN{VKio9BCf+s{0;N5{TvFweprRM==~nMZVbj<7>x%p5vws1yU%5C;{#as9^3yD
z1geR64SnC&d%O%XJc6+ppTX$H*{`tVxB-iC8&;q(kDkkCKk+I(hi&Gw<k$-nZ~$iD
zB+SDyEXDI!mCyFycmXZ{fQwHI#z!z3XJaC+#Y{Yo`B;smSbre};O*$WiGvIVV;V-|
zJWRw7F%x%VJ{pV2k0n^0On?h_r*8r45JPbq#^W29hKDd0TP<eEaUNFT2K3%cPhl`R
zF&cxGP%#e0Ox%OT_#0MW4cfPG9UyG~{sh_+h`@M^$3>WixtNQ4uoz3R0-G<TfUWFu
z(I4-`2%LuT_${Vk$7OUmCSobh#wuKk-XF4q%3}KuC6JWGy2j<0gn5{aJFpN>U>R0n
zHHN)Lj}=-hF&K(-Fcw#1626DoScQdXWRoA;VKsI}-;X%a$!7ZxCGZ*%@puw5up0BQ
z&FgGtcmk{N40>;4yIxM0V>^t--k6BPF%!pNKIUU7et}i!K<|&)jNc$X_DCiWP2e$1
z#3h)CD=;6oVkv%)Rp_;X0=6?2Fc^DbH1@$n+=iK0g86s^OL2A%OOEfNZxQhripeJl
z#1gn|C0&Q9n2inIWSwIltiYGi{t3VLj{bNGBQQFb%?w9i22RF2%*PTO^%f1sb?Eyk
zXT2DTM=<tNw*Qj^l87)?Q89X9A$GwsoQ&0&iN3`wA%@})7>nL-lOKCyHYQ;q?!pQ@
ziT2Of-q9a>t)}4^h4G&yb2KB6M#Kut#cf!O2e1OY*HFL?wi5Km9vFdP7>}`-hBMw_
z$#E%`;2EsKet9%}Cp#z%#RC|NKVVWafq%S9MqGy_Sb~*!483--y{}_k<4TOiJWRwN
zFcWJqA0J*%kKwy$-_5QU{jt{u8jSrh9v{Ip{05Wr3AEqHAi*%K!f5o~!wJTFv>0#2
zSd7OcoQ&Bx9}Dq4EW;A4M*I6L@#mC_p%{U&7@bdk%)o3sn(s_@780l=q6{x#H8%W!
z0!p}c!%z&ySWLkrT!q;<Y7;$%bFdQEqSqIkPhcS4P{6SOyI=x_Vg}B@Jd}cD3LvnH
zh)O(&UVGVbU?4WwOaZtF6LAk_V)HF5IgY{#oQU=>X$bn`hZupC7>|v%(&ZS3xi|-l
zacwez3IdzazRzO$8vU^XBe3g-6oAiT8ZN+Gd;^Pd3s&H1wD0Glvyl9F7e?TGjK|HG
zhKDd0Phc@7+diTI0!`6=fE^L~<0_26a~O|zZ=>rl67w((OK>?>;-~2K7036F={Zcq
zNIZy%IAA*!;|MIqSFz$Nw*OrO?4`5_{qYh;;M+y4Gu($6cn0(E`cJ4BAI3_YfL>p-
z&M_F<e#%(EG)%&3%*H#4S!I}oW!UsH#@g3x|B(cI4{|bzp;(Fu_$y{$gB?_iNmz=n
zU=?mc?{8Q_48{tKM(a+N7{f6Wr(r(M#!_5~RrnQpCm&*S*+l`^9HX%#CgMoU#7UTs
z2eA|f?xp~pkKTvrF$~6bd&rODFcIftChoy}JcFg!`E&APEP6&CVU!X`IwH+G*xJ|I
zXVf?w%UvC8H(P&{xDK|qwzETP<jw+{PrWn?_oF3;IOEr$GA+Q?svi4S%SkEkVC&rO
zOqVc=t+m&64dz?98YEu-HTJA=K6M?7Sbb1#?P$BH`$J7?oC6yXk@U^ImheW6XBqci
zU%%grHd}Zjvbr-Rl5uL=8s~)|(&fvvj<z=4`wy;hS`4OVeOH(7KJuNnUe2eD@f%{M
z+a`O+XIy+pPNQ{*cyzLLw4RV|oosFS5zr`T=y;e{&B$aw|D8<lWV@+hpP^>NC0B&c
z4aF?WEFwo~D#v&7IjO9CXSEjclXwK!I(nu*QsaDEXE&1G0o2q$Vgi^OBvX~nvP_vQ
zTNJ)JO_?Vbl_c@$467wXSuQckQkkk8lVxE1I!v~9W-+RV$q}@kmWw*Kx%k`)10_W1
zCo#%+nW|*TG9^>CC|l*QazZZN%Hkgpzd)vnC0scuamr~)RVpM$IUz*~FO)0C#d;f@
z*Ceg$`Lia^XtLJVMG!nUyhc8s&%lUh;<%)0%1WK>YbWAY3GYIlVuEE-uJewFwF?xB
zpRz;ex3%U=obsNeD%p~wtdt@pL&}xs#M%{J5kG}5H&LcZobrsMD)S{rxj~A+IKNRk
zhcP-UJox5V;rjvgHyr(x&m~+bl{n?7q$-CbN7*AqO0kqHn}y#nZp)V%`YBlwuB?$b
zWwWFzC6c2wk|L#vlq;>o+8sKHpVCFbl~9RO`beshAUVopDN+ih96YNSWi^a8dpq&G
zoi)8%0&Zt+iS$<@WUSI#(v{m~jnZ6pEA8Zz(n>sn;bsW{uZWl$XKyX;_M`Vo&;pxx
zQ{5aBuji^@c#ZQOo%66v3uen2|7eY~n@&G}^y)3E;}u&L`KH9yIJfIKpDTMbU*pHv
zR&<Me{hEBEjLTc3H(Pr2<2BC5>XUA>w7P=@n<F82(9UfVqeRP8Ww|U<I?ER5e&^U4
zCx-}&-Q)YKnq=&DmF(KH*l*yFLAvvruC;jfpy+%F=)vm0G)@NS<R}@-B)y&v-P4|~
zaSqXTbh)C?0U5Rz?Y4XCQ?B+;DTS_krpCEQm+MtILMh!_J;#f!+CS^A$j6??xK!5|
z|HhnOlI~B<S0tT#l5fvcGv6P7oiCAmtN31=QqAWn(=^`@Ua;?~_4Pk?)xz6uxng~g
zZ}<$-*+@51_GrFQsWr|JEob31`MO@QKAJEFUgU*cEx%A&^`e&wC8U?FZ9wCfcvD&X
z^4qJk8!O$5>C3$MrksXLD#>jZUaFDS(QNy<#Q91Qag4xnB|@wr>|CpPot{%Ni~W~l
za%%{?%@xw0_<*&%KJU<WR$oz(9s$m}+o=^L-pFaWEFd|%%#Gj~#yj%&X{!gwkr0-4
z1n;~*tkWaP>v~B`=~vfF{*;oztL$?$-DK(9n;q$|ugC!P+$%B;yPxNk^<g@H))nRG
zab;j#Ir)^+fmhj^X>YHVt>g>v<_+}?9Ix!9*W_E(z|~*66cygwe--PUEX6+YQ&J>c
z*&}hvP)P;PF>jcoxUa0elNHiKcI(_EIi*yHM<_Is0A;ZBhwcmCtZ|NK$7+u`Ubpn_
zvHbXT=2*^b#@XIlb1WZ_tWcIV;$3r0p1mU9HDkGgeC>GceZH<EyPVd1vp1Oey8cjC
z-!=Jyn=?RoJ^lynr9RU8F7mbG^?27<PQ5zcm18-Le4RF#V|l5}A>ZvmTg<V%=bC(1
zjO9}D_4&{o%T+(fw|6ndhRVge=%#4#xtpQ3t<W6PH}Y0f?a78V`-(9g(UM{$j^x%=
zlB(>H9A%djLFaQH)i^oV;&jeDSuwtHtzg|<*vY$gn>oyH5zl)V7y~~xhj;K5bzU>P
zgMGMMm8g5DrI$<s&k8;l;2PdDC5uwJ8=soPd&xDWTrs>Ws6B{}1-ORyS~*QVe$3M&
zj8d0NfRZWwq5CJR9L~ww+-+ABrrj{cy=m*BWYQ$Bw;j%Pnr@F|g}DmbLiUCys3TRQ
z%PQolQEc)Rt+-SaYdAHG6F+D;@v|D|o4OTMR>%Y4wwnTe-cjTH+)jk$$E$kYR%E}t
zc_g;x<X#q#-*Y^lTIi|cEk(A5Q}YZtOmz3zU(`77)#3E!HKl~uF0TWBO3B?<<9uDy
zc}eF!^qx;?jq^ioPRfb8+I1bQtJ|ox_PnoaoCkHumdiBqS%=HAJ}gwMY*9waVP%9|
zRECMqy)Z;Vl$8>rY?G-Fu;*ZnvyImG!4>t<!8Y%@`f_jL`I;2nYwH+bKg4G@wAx))
zCpYG}*N5&qsz^RjnnX~^Z0V+O&Z_K{N$#lyV4OcBdv51UC%+AOWWUb2qzPKz;;k`!
z$Rk@TI(&6ST7h?4u4ts&edJg!QHrNbf`%`XiJJ%(`_Cujwfk6?9goyFSLxC@t|&!&
zbD4YTw6tPMdrQi-n4iSj7s|yCJdb{Bo;>@>fWCBbOBt(kIVLOpWR22Sb}K{W6m%cW
zCs7{K2Hf^j-P*ff57b2Rr^7Y49hbtj=|ZIU{S;j&G51r-domRQwljCBw)(y+O3_x&
zt!s6zA6t+VX|C>4u8bFJKWHp|N(Tv721=YVUQ)qx%J+P-MhkvQ*7jqAPviqJ7M)JH
zq9Wb8&eyHY()L_t%2_StZfVjVf~1?`FHzvxro6_<ohFNYu}tglT9jovcb{xgj>};%
z&X>z2o#`n)1Bh)SAxfmgC@C^^04MnQlA}`xqzF7u@EM&4b+dX~P7kp0^_tS;0p?DT
zZi+>s9w1ApOw}nqlC3cImG|VZvRW=eK-q~JXO@;zc=aOM=GPsv{X1}BD&djj8Y*$h
z2uTIc_){FKH1mF08%gum%5I_q-s5vZR_(SESCq;6F{<jit%@=;q{)Mf%F4<bXLH@e
zYkrbDALK&v$Zs{y1{%@zWZfvy_4}v0O*%@_$iJ1(8+mBD=`!a*_6^y;^LZp~4nH7t
zd7rNNCe-CCCEpo7mL!_aDo4o2-ryqbU>D&tkTDv4smA%Vw*JmjSC=xfZi|oa$jyd7
zYn&4_-NQ0&AhjQ_=F?F+J>i;sZR_&olkY?g`+se9x@;vMKgDsFYB?rdR2qrTAR5uY
za5$T3VRB7j4eAPu@5GrY>89wSte0_vD2%HJvIlfp=5Ri(gYNq)vg^S8N8K9858(X<
z*-!F@N9_*hDlO%=Q}X8^)<Eoa4(ATd?|=HLJ}|bp^XnRjApa%OmALv!1`K9{S?*!x
zi}~02bbpfAnVWU8U@+q+$<yK7qxDXdt(v{f^$zDjoqp@;?6%!?gHb=YS|Zjc`pPbT
z;Mt(D!+Ba8aYP10(Fc2EEYXIeiOh*&%jhc`HSs9fAH^oIP%bhRu(GMc`LZtHg)3^(
z4tk-kgZu-zb1mUR$Q&kd%0x*W!cKnEjSgpkR@mU@y57-ag1M%3Df7v^S@vtLV{%q=
zwQS~aF4J5suE?dMGox;=<$oLZ4<-B|mTFaVTBv=|TgE-aQq`AqqPZemqlC)thqytJ
z;Nx&^*F?kRk|wf?Pc(BoNr=);Vw9FLRoN`d6!rqj0XeMnlZ(nI@p%}gNQkmfVw5>D
zRhcQvlxec%VfwGRl<QP?u?}Twm;?-^H<Q}(Hmde!+7*kYy?LOnH>0`Z6C{&J&ZXc2
z#a}im&1FA$HsF(PW3-H=a%m`w(ocLIVeU2wQGz8#VOOY>$TFo&wm|n^{T$AznsfCv
zwNI!UtoCl4*R<y~Wlfhap2Ku^!E{qyA=|IcXS-q>izeT!n;p*2w3EM-;pC&;Q-@Le
zY+0tzFUoK^tZb8u%3$${fkz}nnJzKVaA$zSeRY26XPF*s^J$dZo%`gS9Zv2Mb3H6;
zV<`M3*{xY#l~WL~<W`6Ch&Hih<<%o?U)`AT4(2(8bQ?||j=Ig^d`=7ND8q-_+IVhY
z`dd5Gx691oYzmLc8clYxyTf@?J)$Se0gXN=7m4O_#OF~6l@RdS)6?Ocpk-~WyjSK&
z*}Oe;SjXSN-Bn4|bau%B<9tuKG*fREGKbrRM0xh@<#4XiYCjUsST^fjp$;dH1}*mH
zzg)Ex#)i7#5!{2zUWtk&d*xjY=j{3<?<CVSdt`*eIbC;{g;!^{O>&<qYP)jDzCwz~
z&XK)bi5BZ)z#S=Qc%;9>`MNgY!Y}f`V_Z!Pma)WlUps&eNITf$*Se;;PDpI|+Qqt~
z%ctx<kq+lTO?Q)QeT>yKMh=rbVAX>TXO0$o&lTBq;7i?-*?V!(C4M7Vva*5Zl10gY
z5iD8g!w%<bx@13Io!z#eZpjkKzCjj{ovX)<O1$h>Qsk_%S(-c!pGddIZ5_J@KFTkd
zX*>OXyLNd#tX&@clyyn0!`V{P-63-xXL$-`4W$HJdd%EM4Y?w_?%7_g8*il{yuKo5
zN$%NwBp-dyHTAr-8p-lJH`?KBt1I4mrml9)-mLD@KtFmtUgAdT(0NMs%wy=J5!Fd@
zMzTYRmfg(Z?%*k9iFm}Zm$N+WaDJnWy-Rw>QO$<&{CcZSM_p4*&$?E|->J{GQ{yOw
zfvVJ(BE?(E74GGY0`BE010)<g8%=b$FNdCyaid&oIbG*2)GRGz`zTuj&!r@JRae=I
za$uCLL-#+PaX5d|ox}cX+VW%FIfs8JPadChxG#hJr1L*0dav~V2jlP16o>N;%^q>~
z>K?nbE_)`~f1Jh-jp!mzku0)zFPZLeZq$J{|LT0k+jaXq{cQR6mmJP}HQg#Xt<{!^
zM?6b(Py&=<iF$(jxcVXTQW>i;dnFx=-(Qlo@$~d1va@@!*x$RN8gsWwv_&_)QgYXq
zvzpr?O`hNe61n8h0Inv3@6mk%b?8kchunEDaf!tBlLf?a!L?C&PxdQ$a#q<YO-92`
z>89+HD5a@P0#EzP4ks6=TwO`lX!dXCXPHY^qD#j<D9mEvUajV^i1kT`6hH9nOU4Av
zxK9Q=$#TtM+O=Gzf4y9Z;XJaJ1zO4p*$94T$dy7Vm(MMY>8{>(^#Z8}%UMl5LYj<$
zr=**bC{fBLnFOAzXPZlKNV3MT1X)bG)=!za1br-)52Rdk<cf7H9d~B7L#AtI`jhUo
zgcHYI?KowJq=FwQoR41Btf7~il}n~TDbm#J7s0b#y2Hs1z+yipp5qu1T&*N92K2LF
zZKVG=5_XZXO0cB6S))XY-&m5BkZhow(wM>Sj9&Ng0MRUiV4(DWikZ!2tl}-{N|3Bk
zddY5OoSb@!O?{p;NnlDeZ(ELgQA)B*Ql`oRB~dmekaCr~?y|nRkH4rhmPq&{TH|}a
z-n8`7U?{;A?x23IK2N4TO}cfmOxfU0UdW7h-Ayec_?leQnI-NR-+o+BNXU3%ev}yH
zS9i5Z%s45jT1hs+U$q-sH_`%5)^=rub|udwn0>)rn!P_K`r<c%Vs4UfrJ=+rp^~a}
zmK-Hkij<*Jt~@H%iO@{^lpYeU@GwMqLsFGvlB1lKBBesgm7`*v1Uvy!PUynwyf}sD
zAnvIg<&+dDhooFN<65fg?2%kYq&wubK03;nxZqye2!ak>ovrKX2k_~G$z(b%IZBnL
zX(4CwZT1@~9^guVzPLqqP$$pI&y#JpG(0oM9O;+NO6zAh;vScfXKWp97v{Rh^L6nL
z@|cMUt+sv|6IFAi_tSJ^E@6ulJ;PzUafVrlgHkD^yFr9&doj+{?JsAz_j$Sr=<zz3
z{B3G8)|cLiwl=PUT=_iD$<O~_IpYWN?t`QzvM8-2N9im@N^dDwI*IjJ;CD}y{t~W?
zmN?}RNmcqvj<QgSl$BDhyf6IRlIy0hn{cH_;*<@Ns%(-R<zp#Qc!1`{`aDy6`JEN`
zP3!ZuM{(m$;xwYMq$&=r(iPudiZo)hlq<u;It3EN&rP^8O5&8klBx`p9A%soDU+pK
zVIMP<4Q!VLOl4}nR>I+cJ2W55*{KBelb&1LLHz=N_oc}+V)F>Dliiw=Ya7jZL}#@1
zEPch{9K;&X=cUuww^X|ejE&Yk*HleWMG9TL_NH=rnyzbRwUQ#8)p?#dtBuZTV;v+O
z(<yqi1WaexoSEm4&u?d>L_f@6n<vB9kvoxa4_TnexXM$4Wj}aMe3j4jX*HeY(sWw~
z&wQp2>vS*aoJ84ANdF{~Rm^ud&uR29X_cbo4b=r(z$_MQBiJr2a7gRUjF(bob&#_<
ztCKW&fkhu7AuljBOk$wnkcAHCNG)p0Icb<mhO|fYQZ7f6OpzibRm#CLi<CZk$WIc_
z8MGxs0%j0BE7M&3TzAhz57WKaBxc#FG9B`v9s=|$1`OFq90Ov%&T=rz)js`_fzHw-
znOUQxTQcpd)D*4j#m4YLmP}=aXY(ayukdqk({1e=m5^sRaju>z)ShWouax8s<*X*3
zBWCZEY45b*5D=0=@v|gG;a;4QFUwM>j2)6ru|tA}N0*wNQSIuCn>ZW<q%zws{gvxw
zEOhU{O$t{>SpHeJE$i9h4Rz-}`ke+XUvoHL(XQ<zTT^Mr3vyUXc}gxSG2$~5`bmf~
zUSbq3c@=LddXX;3j^!;Kcd(FP139cSBjuuUx5TB9#`iHjc7?oXYkTXkY=`qxtuOHE
zcGcee(8Ilcqd`@+dq~#PuQjM~7o*>7@UvE>N0D;nd$FbgJ7=X-!WDMT$^l7Lc-XA$
zkRoNflq=iB`Vth1A9!w}O;Nggy;}ynL?0Z}`+O}V<s~jwk4U<vY$I!w#<E*6<kU;7
zmk4Px3sy+TEFzamjIvUug6E3mX1@;Aeq~!6sV8zpnqr!iYqsU$@iJEho-51_8UEKD
z5*)|lPKhEpCzq3yL$W|AmyODovS0Z~&VpwiCAQGTNsv~vS)6PMna$iK5~J{*gu;Vk
z2*}Oh7uR%kWL#7GEAHLCu8!hS-1U}n&Bcy89lDF3k}2WJJc$F(*(=Tc(`uQMPPH2(
zYL4#D{=vIWnyodf;x0{JDUZPofy~IR&6D>}xpNvDVQ@V4X-3@!CMh4v0%fgiRJ>%r
z(m>8C=d~TJ>v=!HryHf)Tw?l46nKt!)8YI{yI_M%n@d~T$TFSVO13DBQN=D7!8n&I
ztujbsmyir%y(I<$g5Kg|*xE6NuIQNLx?`bsOxkF@JDo#v&v=r%Zj+VC9xbecoYKPD
zi^nU_SOOG>KD22eBVS=$U2um}G<?n-UZLSicX+#oPsnbv8RxmYc*WL6=7-x_O1pW?
zIO<LmreQ{ct56Lekg@Zq$MtZig{;u1J+j6fwHpGAw;j&a+AsF1tM>}a>n`r9#^^KT
zCa<zo6IVN&-)krMOYc`%s!kH4(Zkm`oa?oeU>UH8v7I)S_u?goS+)yn-RB(F6%%)f
z3D>1c1rsO5I-j=n6hDP01WJa)DSIVVIVw5x*)VRD-8#kHS>+k=SO6;}U;*>;C5kEI
z{JWAhOphr~@#zd%pa~AiMzEcK*E|C%W!4!cUhB`Ws$znh_zOwrA>EYr619->ie;)!
z9g<~W{I*WEF65p~Ybn>*c4A!wL&Og}BiEZt9j!~<hP};LqK!)%WR6aDkTr`au$AoB
zJh5_CNsuO)M6Q&OOs4WBM#+__%8jy2=_6Y-Nwk#f6z>2mhEd|D#7ej_QR0+mB~_Ux
zIg7~<B)fGgLQW}<ipLTnUzTo5n97hSWrj>rCdvY3lx$R@Wxvu#&MHqx6LCd$QzlB3
zvP~v|=Y~xVr-!cQM9C7CaG`9`xfya;*((>7&Em5Z)=CHjWEZd})d4f}>hWdVU$;An
z=aDKGS0wklMDoA9xFT5(Dbm8<lyZgduUrOO#ZTc~EM<qpDcdF0JugT3Q&aK^)ib)*
z%Zag_+iVU+J7+G(#4n3fp%M<BUAE8&UCh}sE{nw+CFwdhTGl8$VpDoaPBtZ0lDoTj
zyhe<_J0|d1*QK4tG?uZ-B`ub%?=`l*N)5NZt%Phxsm9ectN*%dN-2z8o0ig4nq)(3
z>6XoUeL`ZCC6cO<ytJjvks@V^lq)O6`Z}}}Kc%~bD=Q>UDU?)&>zmgprMv8A%F}<l
zxq9<-^|q>~Up!Dxnk*+_Q|YF#GX>9}B8T(1uGB)Aww$elixi@bUyI}uot!PFH1S*F
z@do5dfU;2fD;Y9Yc|+2b4YEf0NOnWRgP+vyGOOhC4Bbel@(#E(SwWIb(oNwIq7=&{
zWsfXSPRd5*xa?QX>%7+WtETaJ)M6ROp|(*lVeik(!tK&Khn0FzVsfbS*B$0@A@FyZ
zK9@Svrt4K}4)gR3A&1@>Bd2sKNjz4<ObJ*?<T{DcseFD24Y*^dESHVSCfTn^9+8X6
zi{ketk+UUSnJjV297$EuBu9B&iokRA9*1+1c5Aepev_-Hb4;h{^vK_(;V{~!UqdiZ
zy5&;pa}twF&W~iO@{TN1ZjvoZLpiL3%0;EK_`C(N5~2*181S4}VpcUpt7_FqzrbKC
zajxpp_@Oj<h?nBtqNa9oRx@&Hvx=!r5~6I7xK$KWw$I`0s9Q?5%vnX2Z)FY9JXhVV
zu)hZ5*Zt!8HZKbOxnDXXW2yh!^!(ii%+uq--{qYHHotmFsd|`M#yt9Ei!x6RD~sf!
zk}E!|fgOvID=`Z14S?rr3UhVcF8A^jQ`R}+T+34`dsb5~H&QgmDDhYWu@az+kp9X*
z8LJGF^ffFUcgl2%-&%%-DPNllS^2yCxrR&YWbs+c>~#{Ntd<yMp-ffYkY&my*#ZrZ
zA2gTI>%4mzD``*%@py+Mog_f%F8!6BGFIs)>B@t$Mj0-<m3TP?w@&=Ve5s`6`MN{3
z>*l%pEgU@o@t(!ag>T#ky!ydRocTsBz00;7O_<wyc@$@n1z<S7(VLE~8tL~T*bi}E
zR7YAbIg-bT#fCgiEE>Pd{;GxM;e7pN-4%qqOZFbpO=Dt-;mur)X)nu^&hDgz%xLLO
zQ%10<L}~JBg13v$I?{3Nn8)sL@H&d;nY%{KmZ{1#S*9eI1<lrH6r^q4NOO;@ZDXjm
zu~j{Ly58CLTTg~3C0vP<IOTasRc1?$@|+YY$E18cYnB_b8<?t)0Of%62jl!<8MlGk
zlo8*W9US)89h^BwZ**_e+{LnA*(7I`kEF>)DzHe%My4)llGgQO=W^ZhtxVg<@IU*l
zWT}6CD_fBh*Tb5!kz7<dh|hb_PC^t<iBVd}RHch7Q##2OrKucN+R8=cdhvN5I!MU-
z)V@pNbgE2J6?V%S*+_Ql)QxgV2^5cfM&`ip%#k_L9GRi>_|&PyFpsnNsR|ba%A2x9
z$(O^>aBFS81b4pr`jrU0&fWO~7Re_4KcGL)ekbFYG%CN7IU0RX)@byF?_`foUMHu_
zNzYBB(#*(Sy#FTZ@szP()R0%_{`Q@$)wwK$&K)F83T$m<`xcwMUe$cQicF_FatRYc
zGzXU$@SJy)r!qR4r%3Ouj1;~c!O}%?G(}4(Qh2{oX&~0kV2Gcaa4^msmEPmYrQeL;
zE2%oCndB%Pq)73Xa;1@2w?L5iDQzTN@s&8GzN9J*C1(q*>#DSsc2j9|=_20am9sjx
zpETJ@eFMIiX$5>-K))E_w6>CMi(sj?v~|5Cf(Ny=Tvrn;))u#}S4eQ1wz_q_GFQ-*
zpqgNw#A&SWVqRI)#&fHd;C@{I$|ZPQ7lLvL9&;C#P4I|p`H&`+%VFh`yBXEYsBow8
zUBdZ_E)?5sA=~W_5>rURGwzlpx#qgc%_dmp&R$4xhaA>)?Iq_UDy=4_u?Aa6&_}ig
z0gms@4Q};cZ*cmx3uzMf5v8O{s<K2&&|^fAvPR04@5H)|t`3!eZA=Z7{>pS2t1Oaq
z<#k!3Nsh^Wo!TR3m2J}GV}{JJa)<L>9WuM5_s0yk(c)KRySbiz<pPIlQgE{`M`3rO
z#7ns{Laf`NpZF;})>3%frc9JnWt!wD$x@`umvUu^Sc`xkKq#U`Wzt`#%Cu;10=}ku
zm~>){%Hy)Oh}Qh5nOoN{Vb1yEa+)Zk>bQ7*g6ED)XXMJT|0k5uK*oYWsyQ0V2NJZ%
zylfp$yEVZ+IrRxu?vW;+GF2?yK4q#(X)7Z?V}QoL&TU;u)wzL^ql}j#@O=D7_v09Q
zg`EDBv%K}vq?ox!q?>X`qM%_3iCq17=DbWV=2$sImg(%ivPB7!!^-_~Q3;pu&!~3r
zr&O!oxG+hlJMwFvV~OTCpAJUl30eCYi}Ic9X0qYuC(KrO{UJYp%2`7-8C#3b4s!IB
z5G6ulz_Zs+W>Z?qv|`;0tl&GLBu7*1lp=*=g0fevJE27Ul)VzJuqRcHNvgtisC%kN
z;S(JS*RQ*vmG~(QBpi(MC*9Yf@hkN@G*#ztA*}3^B27?zQjX+v*tL_uIK|hC>8J}9
z&)szCJn6QZluIPa%_L=!EKoj_jmlQpudJ4{3afDsd@9`(-fL7okx9ySSpc5-)Ztnq
z5wdj;{n%R$>)bBl_j&D()czKqa@T1+t?W-U!+WeULeiB9vPMaf-O5ZkrF<YBC9q8b
z-1JxSWUR7A(v_vMM)_2BD?iIA<wx=O0=|*}<qPSr9F?(P{B~OAe8HeTds@~ad)nPP
zH&9NwIlGs^?6q3&VF&DGMhkJpL=sb9#%fGANmqu;8fBL3-pfL*)nwY7CSSq^>87le
zC}q7&g3b=Um$46P;_|abZj4Uh3e}$|{T_#Ql@9kOmqyCgFL{tSoasbea}#Cl0e0S%
zYxJI$$39A2C;`fw(qAc*vC39S2hVk6bFGXd_n6FIt7k>~HASeLb<<=&Qz6n#iIXVh
zQJJ)#<(R9On`!Pld^A#ubgo6p6&^|)fJx$~Y?5%Lk;EyTBo#b;`SM0rtCwo4JMbpn
zew{m9&g$G~=5l>(v2*+DD|(;1m|rn>fy5|TGS$s8WwvZlUXsJgTUradcNT4%_>>Zp
zrzLaj;U(x*5~DE%GF90n%apCMMR~`av5aKJa#3SG5TCCZ373A8-e1#(AriwRoAgv=
zn=Dg`Ws9cy^^6=LjZt+*E@@ic<vYk+ZwXPlNQ`p5Oa-HTL)psbm~PA7zyk7(lbk#9
zx#f&{v+6(IDD1`SUNz>~Ua=d)8Z{u=n}5Zm8&hEY#`a~0R*k!b5yOXnUvT?LdAMu(
zOpu(eu?_XR(8(Qty(^Z(`!3f=viO+On<dUcOZG{s!<O9Sq?5ax{2Aul6lvnL{boJ3
z*lKUlutPwYE4oKO*atV-pS3MI$UTG&HhU8}ZL|B|)HQPK__)av+68y%(dG8rx;;DU
z+3|_b-VxxQE(o;SW32_V>e)vbY^$fPvv+M$+q4Uv+_mx9hX(ep(z1cQvEG~@+_YVg
zyUKRFFs6UOjEx5NE*`Z@!ELAp_MRRo=0c^2pNG9?llW@)GR9ZCmxE#Mp@nt0*HuWn
z4mOu%8)U7Ay^Ck{L3cc#T|Dk#@8Pkz#@z`V06pzJrKP96v5fJw2YDPaXYfHXW_TPk
zC)rcGCe6O%c1=SXQQMU#o$lI}%GieXt{y42cvs~ql0zzw73L&|-iG#jJm%Z%uDK6M
zfS0|e@q<l9dD-tawtLA+^cc3wJ-c(kDKC3ht50nYy7HL++4%m)#?q~ky@gM0?_E8+
z5vO=@%w{z}Gh1Uzyewe4TW$YboxG`~wtudUztOT;&T4*d-tH&Rf}^Z!y1Cx4x`FbJ
znH_R<zLu8Sp1C^S$C4tcH&9+Hp4}6;wV7eL-V$jJfZDW8B(<@<MY3K^S}n~iwQHny
zb^rm*Hu0Klyq4mM-*8R5-r>^pXRe8Vl6b47m1TqZ<1$vJ_3t_USuNguEc?uL?~3I=
z&P!Yc)ozZp@$7lYKwn*xewTYW_PJ)?V3}<W;M#hAcEz`{<X=<&B{O~cHR<(rAgkpD
z%baWCeTmoQ`!gwwoP1o|^*@gR-071oy}opBD(-Q`C5xG%c6ZXu%<!^VL716dcSZWQ
znRvV9tkXSJ_y7M_*O|ciRQ><|&KN?nCCk_+vJWH6G`5em!H_M4GzKNfItk&!ShHoz
zND@Md5D^uPH6+Qmq*5dyNs(lW|NDJjuXnz4zQ6x{Jn->6@AF>HIrp4%&pr2E3v3MK
zMa&%*z*xt_>NO6FAkE95Pv&X_H(v}nL49^oj~~geO%1vK-|zkweR9gHe6eZZ^T|t)
zzegUYT<ixSNzkg^%c8cDXvYlgr-xKDXz2cyEz9IZUk^F*A98(`P^%#0_ePG$%@%k3
zL>~GBT=!AxQA@gouzK1xJ5=j)G<pn@1XYwwMeH4eG~p^=vLxj9LOghr{0zB1!=cAl
z<kL$-J_T6o%jx;ObVH3_<||C7z=Rwz$WWZTrEnJ+BPc_jMjl*5WaY@$kyj%xNd7H(
zGI=dm{*ss@D-0}VLTzS<7p@W4I{}CAw>;WPKAOB2<x|N|k~bxvO<s;;qgBniuq0??
zCusN~X84=D)Fnh#iM(t!I8<gJTxm>Rk32mMya{=4^6$v|k-sEd?S_+SpgI#Wn6Q}q
zLGp{_C&=rPm$?fL-8~(Kb^4}91L10*)Sn2z&ig@>-wgS1pj&_Sn8yssUWSw8i^<DC
zJSZw1fEoxc!+@2<v*gL-vO(V+tI0FS6CIWImn8>1{R@h!GQ-2dweJ5ug2;4Vr5@I!
zO=n%!1P;=uCy{53v^96kC7(<#ez?Q+fK4QVnO=tVG;9+ozXzP}DZ+@<{A*_?pL|)@
ziUM|icKm-ws*8^Q?_hXW`i})=fGeC+v;Xh7QAv12AVaJ-p41Q?BgNI_FBF&T(Q?N)
z;ia{nuAq3!lP?#ZU*r=<Kz=;=PT{43BH_U1DdfRH8kigpMLKfoaqrzQJfk1@KH#9f
za5d1s91J{6-i7kHvP1q6@{!~Tlax!tD9eP?R1{Q!qHg3jnZZ6gmq31BE;!V`4h&2n
z?;u<qD!eP?h(3m?$4JWey&v+u6l%wKof+PU4=D=tbryOQm8rBUy7fF9l65F|#0l3b
znCBvpmspa|q<m~!$Xj>2jPjS>hGCuA>+!4buqwLL6bU`RgPP)i@>`|Bbq|Oh3&_h{
z&TJrqJmUs<Jj8>x(i~LJra{nSz1|G+OLsNO??lbhZIX~*z5#e|_<Q}Ot`&z$tE9NR
zP?_)%RO)q{9xH^ad_T$~m%KTQ@>6~T$p`TuT7IZ&AL*B%<S_k-;Nf6c4;ZixZ5T6D
zP6B5g1v|*6P*EHW+#r`29kCEANyKV6^(Pokp?nAOf{&{F{TdC951FtqE#yEFaBwMo
zNwl25#qWi_rEOrx-8L4HZsY|X2A6Vh$J^w?-T=42n@Ouszd95Ff1L93$Rk;|mB@bp
z&mU~xf(+<rMM?UsqB19MCEc0oJNhz`Mcf@T$)9Nn-hupYmo3~`#&FHn^eT$Sx{?0m
z=f;Ix1}lZN!nNMtz5zat>P}Jq!__b|hP*@}$S*z)`5xpg91qgV6^qK(yQlm|o%rM}
zWNt~JHRM&jI?Ym8`#!mx;5C*xU0S&6*_sYL);2~7M>C&Gi7cBTVXfphm5`kFfz1c#
zL6n^9$`e<ic&wJ{3Rg=feg&^U`9b94=R?2rt?pO{9uBI_M1qa~e=<XMcJJ+&p{;nP
z2Ch_qd<=Oi`Luh%tB|iI|6n$FD*1WxfzDCs{RS|hLQxp#auE^O;MSY`Y+A@kO1-*c
z2l?T8Fre=y(c?Dxw;Vp!k|)ZQoR(a-70^FZg|+wXF9{l1;vYz`2;L-5dIbio0slt+
zUI}ms$Q|X1!$96c(9@8HhY45xsq9Qm{<?72`}Q9JMRq23F9Ag}dP0$v&~w6_q6^@r
z=q<{3_y}B|u+if$%3r>eS-x;d=$Eci<G*vk(Ml53z{vzSWL?}e@)03$8+pGXk8KAo
zO~)PiOToamH$(3KN8R7@x;Wvg|HXGrKkNr{B|+y7W4yV;7G_w+^T!NaA@BDH6!i#j
zB$kGO#tXr%Drb?G{}Uw<Px(*7OsE}&40V}MI0lNI&I@iC-X^~smzfur{#qm3z|Qs&
z>X}UL_geeN!(A#t(O71<!GwN0z=x2Jmg%sz-pfT1!CdmC!qxDwFywU?f*!w7KKfe7
z{a@eDqQ`^M$ZTMd|IYa?B1gD|WA_9#mW5O#(0AJCF@(HhMc9-9%^h=utIbWLLhk?8
z4nHBEI~hF2rOKMLbY3do#XAAIfQN&e>*4%I%<vC0Oiux~((hjmidL=#&&!~4N`I>c
z3QPgFcKaN8LCTw>ZwS9r2<fpgQ8~jOQFa46N*iDPByXJ+x~&jONe`<wD|Q684tG5H
zlP`hWxw2chR^X0GC`{{bkAjDT`q4<R@%1(poxTn(y^cFlD#EaR=2^<h9h1oy_l98$
zb`|-Ejo=p8aq=;4z9A)>lZxWS1NC&>pCL!8W<kQ!%H7;-to+j0_m73dQxFK&k{^kM
zsWYsf+vE?w0dB)!N@eJ&%o)9fs2}51{rNa{OBJ}|Pw;Ti>=%@Ygy4=6a-wU75&D@<
zIjoYB$^A0iNj{McBgW;Dt?aP~y$u()BFPiT6OXA~>9q9WIXwnRf*QX0GaQm0*BvjB
z&qxco|L1mp%iBrFZ<T|iZO9+33O%2d0=LThT)5W7l@ib|Z9=b_<juRxaQ0(l7^Vqw
z^s8o-lqSE_wX`%y$jRxBU&ya!19vJVrJB@=%5QF)nYSRHy%f9&^}J4g^G)#1<Ua`)
zmt%wQ1o$jX%N_qP!^$U+;UxLi>gMtd`K2x-Pl7~EN{o_|#c`g4b;#c)U%UbG_*)*9
zBA-7V#A@Z<8qjl#Q|0N@^E`MsIK&>UH4~;XL;E>UWYxHmd>KEQZs*`W^6F<0`e5q0
zN`CY%=&|apClP936PGKOc2$5G#xf!I3}mn#P(R+L8H!cO?9fxfwVf2J2E$fDqbUF7
zRLHNP{yepz=U{R0{mR9Dkj8{3c{O95!V>b_HIcz0C@Y?+VgCj|W#Q`RFc+CT2tmU=
z$PY3w)1yxZ%V3-*u#c<TG;a|NH0q4V^t}&ytf!*tY{u3{TqOT65{}x4t{-hyhlcWM
zr6tq^Ve+J<jWqr{Ym_UQu=yP*dWRWGB_QH%?8v2R-SMDsH4r%|<o<6Z*NgK0h3sbX
zc3&W{$6WbK)*DoGqzMccWyJbyu^QONvqP%Z9p8|@v<C800PdJ1p{x9n0pQk4?<UVU
z3B%Urj)x^d>+(HzHb|BkH8bqm4MhuRplm%D*tP)N>Ubpix?bS&Uw34X`<L7o$iqk2
z#l$c}x%%3b=LxEvgre-^4TWoDGx~z>BOgQFtqk~h@+;(vuOOuR$m1Iz;AZzbE*C>g
z=)i=SO(92Y2uu^MhC_K^;Bm@-PW~hVu)5D7*;RfQ=bfb}UxxhkxzHoo<p>ACQ<g9W
z2{w=1EnKUn;v7UUK;`B5Ap`?mCd&^w^18o+Ko>z&zTK9PBM(I)p)2{}H^6%U2g8+z
zB}3&N@=FexhPvYw`LCXq)o#F{qU4)}Yh=ebe~l*BZbJ<hW*b^auJdJ;@6VF3l757I
z&yq%H|293D&V<-cVA#6Y737<e!FSL=)5b77`TzoGOFoo*GAGW@kiRNi9lF9XMcTNO
zzZ~*Zi%S^EKHuuHj0}95p~Y4hw$tWG@+MutCA&M8kdKN6x6`s#Q#g8*3sqKf?V5^x
zExMS)h#;1Vo|6n}_yk*ZVe;?DH*%q>Bzewekbj(gyPcK|$UAd}YkY=qHyfVwRYacf
za`(S`g6?_Xg-s9kFn6*y0DMV)>NMnA(~DopOR!~Hn0X(Dcl$YXwxE0k@YrD5GbpbI
zn4r&9YxsFrfy+STj^)BJ9o<6-e;S!R5p6f`P2{wKixI9G<FkO5rN)Mouja{j60Q|9
zIu0Q&qWm!EX%uw)0E(>b?xTSM=a9h~d(a$)4^)P{o!#;BR$5ufdtQ?DTsv_c$#yco
z!fahQ)U~7iYr?gA40+vSVJTCM?@3m43Cbst`zw_bz{A0lynfR6Q0WmNgQO}N?zN<v
z<a>BYVJ&Hha4o0~ET{@l6HF$Ly%}=EPLa>4r<prNr1_hovQm<&X#Q`=5JiXD3)d0~
zuA+p>(?EaW>gWuwvv`s61KE37i7ui3)s;~}9aK*Z`Ll(J{0odz<Rcz~VVgM)lsEj!
zegxUoDF0-g(~3<pZms;%s)_fi=AdwO^dzTO`s}(MvUx5}T0j*!do=FEZ1BrYj#k1o
zn}0#Pjr>Ut<+eWZ9eJ6D;qFVY5>%8Hr+N-H0JoF!QSfjOX2QP(#SEioAwwz^T_NAN
z3|yx6?nrC{0}I)!mLg9jKTssI;rGe2IQ`NBte1RB`fv3#H!mf}QqdaWT0(oWqJ)ee
zBtJbZ<Rq=>ouZx{A7ys5m7GMXzwhM#k{A2IBqj{G1_P4c9UIC0rKn5f+h2tN3t(t_
z7-;5AbkoV#ZHK%KBVP+oukm11fttU{FAZ@uCx)fzK{jcn>hkynnai-QaMuyGdW;fN
z+$Ftg!SOY@ziQRuQJhX~ybkAa;Z9@m!SYLOR^;`D73(UK=&_X&Gq@<(k2Wu=gygJ$
zJmg3Z^86j4aT5zZH+cv0RnH<i>y%})a}7B&mPxXnP^G*RYAdrH<Fd51=;P!S3qsvD
zG!xeeA&+5?P>j5-a1Au&0m#ew?v4z|hl80cqvA~XQ4%!1i_Jog=&R-Ri0lkS7dAmr
zDMw{L4EenF;9Vn-@G*JaLEu&%7s>m&yO+{3t>_Cp1_QfTfY!U$Ax};VIn7m|Kj=k%
zl&7T0ZzO-a6AaIzLuI-^e`{VOOKZf`s1p;K=v+<?1{^#uTs!3qmQX>LDsR)IeDqGp
zmm=RKTuW~AkcN&Vke?u*90P8h-`~Q+S~o-4@U4hybcLr2xlELgik>5Hr;|%Lijc1o
zu7>CJgMo+0KQ%qPMHo#U)eZWqyu?excqVLO!qj0fAf2H*^2zl;ei_7U&meJ7NVo=2
z?8T5nRt1UV^K(OwIW(Aj@JR6JfEE@w1EOdf6pf>W1I&<}jq3&SUfp5%ulJ$IN={y^
zT05#x^N*SQ!M#YfCi55hhdK$DBaZ57JOOnb1M>?Bz0(`U%Q-rR$q7kFwqgDtxxcuT
zm<)Bt#zVd)%`7GN=R1)-Ab%u3<Yg>%M?LUxa4RPgEX*m)aEN_MPG(puTpPk6UMsjJ
zE@>wye~Ix~3on=g`MlqSoQ5mZ(~i8w66Mdx2RWE9ToSax^WC|)a48$fpW-5fIhwO4
z<ljtd<m9ZthY43llM@>{ZY^_u`u2yUz_&8ne$F#%(EKIxGOX99$gA{X0dl3l+Tmc~
zYG&oo%x30Lz8iN?n7ex+9}Z5j9Tum7v&>MJ(*>xL&vf>Nflv_;GhCV6UrT8qT+6S|
z*~|{5kWXo%<s_Y=b<-P|P&gF@*n|$<CeObV+*&~GCt+Y2H!{?v{B-j2jUaEM|5xPk
zykK{!Vm~M<Wvia{D~Sv;qjg7!{5*T<81fg%bKMPj>3ZC;irl|fcaXedI^;`IKDrM(
z#bZ?T4HKT01a;^#>(~sh6|QxB#k>EogYtdZH(3ek%MMge(tR*&b>HM^@E&s-0a=^u
zlHQ}Pw8;TX_a|IO$-7XW1^y5DVfKMmqb>WwPVx-cH^0US*EkZr(PIhZ!@+=ek-_}>
zk%~5y%FL_D`KpT6{}XaWcYp<$B3uLifj7p>lD|W~DH?i;L?R()Kj_)ywjb3Af)F!Q
zmIPIF?~}-2qsM#X{dpBwf%3nmzgtfVFyFJ#ceO0qehibV2v>D}@A`tt&xia6l%GfW
z)-_<>%Hs@qpS9q2F1GIP^mhq<UW9~+RP;U)g2}uQRgwHW`I@VlPtx84;Ar++nYrvk
zuP@h1bKO5Z-ZUw1pF!4v2tVoLkh61?)*ceB;Sc4yK`eO}^21z`OD12C9@juha|@Fv
z(@Cq%Y=fX~aZLnkCwfESu2l?%^Dk3fH_D&5AM!S}-cFvIr%!Im-!s_h4+rbUh8(iu
zPeelC?~9mB-i}?~eN^-o`IlVfF$2d<-kapyHw1xQc5@TyqH<DECngLZ1&0cd4<fJ6
zt}urDHS#N25HZR_o*fgeC6w?SNGr<!N%{C4kaq!#{h)g)Jo1P0ZRDp5BSR7u<#`VB
zgC~U?v68Duo__-5tt#t~59Fxbn0opNck@QSAx>h3j&-4^Dl>dep3)n<9{GJk;SerT
z?_8tqCLhVWk@r#l8{zr!d(PJp_k;^R&wzMI(4KO`$a`{&Oq}H>uTO4)J~#||vhxN2
zZ3OGd175OP6Zr=`9AxACz!F*whoa<H5NHeyzet|IyP48+x?>r6)C-V*i2M|}zxH>7
zyp8LMC0sMycmxdlgUxfowM|WCo3bigNq&%*!m%{GGre?U=}LZg|AgaZx~sWoS4WGq
zdU!;*b{X~Ap_vyO$YVK}+Zl3!d@cun+c}gl5_%?1MEF)8V}y&{a8M>A<QzLd_trAQ
zl=E=NTJX>0<vxU>{**5^3I@`qft&oR<SDO$TUUKSxCUHpvg(&}Oy9PwN8Zs;^iOkS
zhzAZn7p@s1PlO!NFTLn-gYw&Wp<zQ&yy(=D^Y8gi7p{7aK83)ZP$g=6gM2AMdfRMc
zknbedqwLHoEnM@ZanP<MS@fto2J#np##zbsC13gh;;@=~MY!rYI2`t+ow;L^aPc=B
zJp2|i$p78(oBYr~k~6@q<;IN#Kgxpo*D!e$uW`-rD)O&(K~Hb$&y%JO*^wUGEGlPQ
zHDPMA(gw&TGPynZ?vCJ{$>oD!&7|!1FnK<w1=a|1jf1+~>^;geTN~k878!4%EaX&i
z$6(4|7y~n=XEEik^7cXt%I^>^m+u9GYS)mVFcZ#b2DjfMVmw@!&mC{YDA9=gPwtSn
zl4v1ZT^mYMQh4s@M?P_H$o;=_1o+F;lg9q&6W}1v1ZOuK_#IM3Bm^D%!DVabpOD|I
z2yPcd*MzG>i;_@Q`XK~8D##p1tE%{B$XgFQfV_$8IHl45TZl}UmjfBrLr-v<+`qM1
zWfBaW9366!GWByuck+c?KP^H&i#*fKC$S&wV8UEpirJ|9hj5K-<Y$P?&fubxVfYfS
z#A0Zm9r^m*2p}K%i{!gFkFl=iP2q7`MCV^ahO*3%@*)iP<+h~~tjh_?U8~tEzclAa
zPAsgOJ;R)py&GWJr$A#dZ|W5zT=gt_2OikOWdP+@Z$Rk!N^?ElhI}|k8IBAs!Gr%$
zk-yz+=u{X!GzW^LcXh`i;cB>#H-nCzh6S&gJYfn^zNT=MA39d;O0AjU9!!`qKXVz*
zA>YNdV3`oPBgb?&bV2X3%3+mVQ@9%NcZD1xKUfy}=V~TxHSsf$A(c1htX3Z*Ki>`+
zteZPTzAhY66~V*qZ`r~35**5z3WqG>Qsh^?YmYj@o2sYBBQhJ9APLGl^K#Zo=nE=3
z#HG19G<+ewM@#7&@1BWl{xc_C$k%)XGuAXdBtKLPT*}8C*U0nt2e;Gu-dWIpoda!7
z%C`iUm8G<hLzZDCGmPL=!T9^+{<AAL$^CVR8na<|J+G}yPa1i7w<P(Dd={7<Wk`Z9
zwvPE55tJuC!VK9tr?J!YvT*GmigD$o4CRyN!0?LKp{FVN*XchdNr7LHWX%@e2NnKG
z1kwvh)5<SDXI2U^1OBP&xX8PUVA&tX)ULv{zBlvg%;I}hxQ3C;Q>ZlMGaw%hnlyx8
z4>IBIm!ZgCH>pCN$d+sdUJ$MUjQRlq<Y53Gko(IZpHUC?-O9N$gofM9gW<n<ooWUS
zlCSeltt;dgc^PCCR6QLIC5(YX<LJ<1<d1T<Tt&631MCnc_=D)n>9bl(4ZSPLu4E^L
zG)GX~{jIOg2A|JmkR<Z>`LJKHGVIqNZ%O`T7w}~ARN<<>e;-uD8Tz{e@&$uN|3QWa
znBkNrxQ@TVE65tP5LvCrItq7f(c7ffkMgbA>!eWQ8{~7n>!5lIpeHw7-b4Ae;4)oU
z3D+{{^9)JQSk8KDNqfotZ99>#Lf+rT7e{`W^ZF_@+*`N?_P{-AR~k?4NTj4QVIk+M
zR!Qs0Cys}spHq>(*+v~b^(T0U{4dJS9R}WyJl8_VXPQQ6$KOB_)T6|<$e<r}(xW3Y
z_!Fl;$#3>RmDy=m>NV);#{jB9O;AU;I_mE&8!kMo_v!3C2~o^2nToC#hC?yrE2*e3
zd)^}CXUWI#N+KV5_C;_gvIX=EU|=!it>^NY2K^F@9&IE+dzy8;JCzqW=qp?!s5lN0
zS0G<WUZ3ZcohQH2K%ZqWyn=>Hz79PdxGY$~?$z{Ug1;oamfU}|py6UDO5$?iIU1Oi
z{%$+D)?MfR34cN<e;;PcB`BBZcS9}^+c7azxQ5y8zgJ~M;tcs8gAo28mrLFcwiNO)
zBfw+G2Y~<Y7TIykaDgMej8*Q~M!uRC&E3cwzX1dOtT08mw%8Ty2ft<bqbXl&d`L7%
z+wMd~KQqI&u?-#hhCJ&sC>nSs<j9;zBvciyC9#Ba{q~ffOWx7z$TyN_T80w)!67rS
zHRM#RrlNnCVLFFk9VhiDw;T@5ycu%;Z|?q<r(uMvLxnFPfN1i8<o*MQi-m`^h~`d*
zq68Mvd(4oyvyoF#oQlqpZ(a;;vzmKW(D1LB4L2r#l-nxfspl{9@MhizjbTEQH=$@f
zw`_GFUnJc1KJUYTohwHv|7|rmWYf;7E1~Da8{jr(rIAM_f+s}OfrTARxc)Z`*fjD8
zxqrj&hH#8c_q+vDLq~_4D(gvWkayn-Q|~a8CFHSlz{`@CdmDN>aK}*sc_VUv!jmRk
ziX<Ft+5?yMgGGAmV1}8oFkod;bQKKvPgg!czG-}Bhu$PV$sXJ~(oe|o9Hg}0G0v=P
z?vi$^&F?%{FRl5NC-)!X7)IWggQyLD+sPMlw9iTX(Nct}|KJ`t`harnO=~fs#R4Q)
zh8Kiut4ZjE60#G0R{Hi%GT~XyZ2r^Mr^sh=>ry@1uf7KMXM3x&kCG4M7Az~Mm&hk&
zfm?N{M_<Y$aWo5RPe4L$CgfcU12am4TLI1|U&G7KRLcJ?yp)?D<y(iGmAN1JF-o)-
zt|jn53`!t{{8`HTk8HdrJg;nT@SmXHPWe9);MoB406ZLwz6%LvxX!yUytfSuKWPpL
z*E*cYOZXDxODSJ*ddQIq<U1&T^)~cakzAzw5BpSJ8lispT94xEVPG43gkr!!DtT%g
z9JR{WLEePJQ$@<>-hcr7g~3YXw|c@M*MIbqOd(0o$npm;(3pw_kk{h0_uoE{Jeeh7
zjiBCpFg!aO47gS<x*kuT)kPZZa7k7({wCnu8^Ncu12c7v$QOCnOEbx<7lFGmboT`L
z)urH89%VK;{ox>kO~5idiG<)b?;*rd(H`=XlS7W!NqJScHc5ZKUE%i;Knb4p)-S$G
z{>C3#9#YfgX&_=V6qQ&H17AiWp|)@>q2;_sVT$@uzTo{R*lN@>h4PEoU&fQ?-vT{9
za4qsa<zhd0fC(44<X~-hsBoPawz-L-v*CK0aE&<ouOU?t%%r2csV9*gFWi!sM1BB0
z8Gk{K1>9746;*U;2t*4xb@BpVNzjN_jt@D~lze&m7u}@E9Ft_twlp5uA|jA}mDvVu
zgPlZXtNJ12do6&xe#20YCxojR|HAcqa(};i;g6hrIN19;6pe9e<n?e!2>jb6)5!Dl
z9JQwOHo5<N^eOUUAp~GG9laHf;^_?S9B8<kBxp(OJsNVPFZn3)esjSeXT+~iQEQ%5
zF_b?+zUT=Uwzl1T8w}6>@0p)AnL$iQse%k+sptdpG2_5xWN=5!$57<21+);Z0d#MN
z5*-!^`4sZm9O<lWPZl25I{TW9n1KcBXduLuNb4>lGhq0XHw5)0k6I2#t<AqITpjY4
zUN=$xbP>+*k^>yqn9!ZuTg-5^?JyiU00zcWKGpc7kRw*q%gHOh2YJ);n{ag~hBq-@
zbEm9iy=MmuEM&ydG|)}Bp0$T=Kv7}xRLbAx5^ECqM)F*As5<#oa(@F*>+nt(K06Wy
zVj_`aF8TCPAqQ;8TP<88xb=8L$B$6{OUj41ht2|MzYF^Px$X+#+6B$|G9qty2ZgG=
z4JQgX)$&=c-N-zJeUKGnSK;c!<pUunxh^|0jG+9lT;;RQGG-6tx7CEx)@LOMm-ZJ9
z{1xeS%+RI>GT6oG0rFnYf@d)L3&ORU##}`JW+3+`FkC(i`FsqlD*5GO8bDYsj;N>&
z6BblKh6kCUr*J(}3iD3S1LPCQTMmTb+2p&(lX;nHoz+$HBfLg(xx{`@ZZ8Z}?hi!|
zQBfE2$$TcFDfw)2e;;_keTX=i9deTW7+3@08bFgK&~JKX33q)!BkoKoP6J1oVFc$^
zG2~_UYf;Nv<+Aj0q%(OZ;c6hMISkYzUnyMM%6of4j!cO_!V$`!eA9anvht@;l)X0;
z)u5sw<o<omdF1UnLEai^mIKf;kMn3dBf66B7z_E-;3-(xDhb+%s$EBdodsVpL(;O$
z21<Sg14lmuPobl&$@6i#ZH5o0x9ue>D;M2A;cN$ydoRn^I^{~_XStcu!WmB9Efv;Y
zp|y|5yK_SGF!>STTJ8tgl3PV0;Wx*FIsb{s7ryIr_%N~*bXH*ACgd@^374CE3Hf?X
z3oWus<P&+z%-T@WA?WYJO@pb_vkW{O$N=C_G84{7f;v5B5>CGa@`x{>=oClDV&q-O
zQ(p`@l9PNMxxbt5Ao-VWnNQ9;i|n){=sIHJNjQ|9in1LBFH9aqUP8D!8vRblktnw6
z=EC(XXwEAhE1`YlnQm+9c|ZO?$dIrahEr%@7kP-QHRk9w^2GNc-;(mBzl5I4Ty82)
z-iN$G7RcuzpCa6y_j{9&U=Lv(mjsP$CO2-zF~cSDgEK;oG+@L9zJlRvKcULZa0T)y
zk<f2?x{{A?#`FGh8hDEdCw3r1KJrh=FRTYIMg9wUd3Ib@)I*NIq1wAL8{Q~f0~;9u
zN1H}y`O9&F8Dgd&Lu25e#n;GicuB~S+l;u6a5ok_5BVg@zeD-zWndtd{4>gjxc+5l
z`d#6pP&BbF6j@2MGtNaIqz1tZ@&&a)tWA7DUXYU!laKxe0r(HcK0+RDQURU@jBFqi
z{FjD|6Rr_|`z%z~W@H=4_oRT^Fnyl<RnCmtQa<uq^stLDn+pH?{BVpUsDUXQJghF;
zko&K4Sw=pMjn`dgi;?ezYaJis&hq>;e4Fx@GA$+*4T2Wm!EoBy%ysrydg;D$ar7*c
z{pZnk2v<9Mn<86!Bn*8|`N26+Al+#H?qe|XUr+zKl%C|RMupt}D^q?vcsRJy5{fL4
zeax`#1MqleSol2*e7O=lh5Q@xWN(G!fgd2BP!94kdvwQi@=>l}|Eq&M$^`$dQeBQi
zQ7Y%1#i?j6`Qd9QA!`CFg=@);NCc0j{65NW;-KmDXfK@Wgk*5bSS{q2HWGgW=d0wE
zt0NX`g-0}}$am)bzZ(ILUnt+;Wyst4Tl`1J&+}%fHHC}aaIn5IGMLZLGD9~GvGr+S
z4l?}D`)an6``hKloJ3%`c>dZbwv8O`MhnZEl4zjVPsnhDeeV6_waNVleg}~I&F>R(
zf0O)q@=b#f@I$I!><1N2!Eh^1U!S4j3O|D<aqFYaF5e`t{{j?QWIvNH%?n;65{ep}
zhMp2!kBXuGX~NxTrO)l_VRg2j8NT;!mlr<+MgHUCmB_1m!|E{M+E&VZ*3jwi<o*tV
zb>v58^FE(->bt0@<V$eK`r;gCp=js>P_%=JDhSucyCZ<S4FbK%-&vhm&#Tn)<-(BD
z(ATb1w=m(!Ct;vM1T6eWMIjcc&E;Z#f#ENCVpXC;y~zESdhR6mA0ucPK8MI!WWaF0
zY|u1OxJFiDbjSfKi7n(m{S5gcH2eegTz&*xCN%E&i}LL`$1^<*eudrpHfKYIHzJVX
zSxwNMp~rOjr7o<_hC;N~@q_Sukwt=;yjG#5;2h=qKMHy4T|1qJp1o@_SB8AHeV{zQ
zwp^06k@$~G?`F1?cF5L)cIy8IbzRsuTECH${;sGC_hE8s6tb0Jwn@U(Oz=G7?L+<+
zxxZY$lX})Rgq{wRFLy!buF*lMs9uibWx3TC?)tOpT<oxt?k@>yxELoe_fgRda{poH
zWl$8%7$0(y7T-4VfgJvAOo;d$<#FDXhx8{gH1MD#xQKb%zaM!bGgMoP$ZWK`NbbK4
zq~;$m;IFbwCGUR~CF&g2{_IOhP{Us)BcU@5|IQ3OR>83GS{Gr!f6BTO`DM=JUZS2i
z$U~1okLyS!E$))^XKL8LI!lxUZOPrUAcLL7y~&F$1&^VDRl-$IG`pK_<R{6eeSp9|
zVcnPg6Z+SkWq)RM)}INhIe{ooMIVr7X#~S%$?v%gMgHSH-O1;SfP5U~_mMB+R+9&;
zKRe5W7_OA$W`@|m=;_#yBj)JS<dufQfXziWk^8$akCP|72t7Hezi9Xhif%_Fis(@m
zQFGziX-xJyjgG>#YBsNfVQY-#{|5IT<LFQBKdHWyJly#`C@MgYPBP&_FK~-E%T*ZY
z@7)V}oZNrmbeKFJX9rcOe*t;5N=|?H-$%S}GvVqDl!VoB>uV^X$Y}67R5V=p|JB{@
zCl6hOyakZ$I^;9o{F3vpCKINOM8q*PkVfvmXX15o|B2jh$!n!$)>A^Je0p}YIShv$
zp#Fx!W0EDozup+23Bvss?(QQ0aw7~xQ&IFy$j|3=qAPh5;h3~`rG&r#WCVFru1>XO
z&Y9%?wwx2>3xCU8wnhGd2mXEdhrq+ZLtH4Z^J*$H<md8N6&n6gxRzC^@-R>)0tu0~
zV4zkDguajRt%a-n`NfcbAqx`5Q9kAkm6uAk)^wZ+yUIgRAsX0!8wSpB5z5N8wOo~I
zUG(E(vh|(w$S-sBGWqku)u9q=Le7&Lk@8Os`4ba?gp5yM_(hj2TNugvaA)C5jG$L~
zk6|)AFP3Drzh+X%Ww4IpJM#F`2)qQ<1(A?X*a<UM;MIkzUw>pkk9Fx!Q2reCtE+mf
z1`h`t*<+ca<5V>Cei&{KdHK=+3>WA9rpn}_gsb7Gb0J5fSm3KD-;e#zJCrXd0vhmC
zw{X%a2&}~0F=2drM3$c!J|GYM1cx3ZKS4hGB)HYk4dFN|ie`nW`dm)8Hj+ZVlA9<R
zQ{yP|1J^Ta+)M6n*-Xg>{dKowu8WP}@+5g_B$#Uj??Q%i9JY+tBX7@bWftN#@+mW+
zrvn|0&JI2PqwtTCCrk*5q?{FIU^o-}7xS(Xu9bJ|x@M48;r^CKugLd#jo>=<{KGEL
z8o?tu;Lw#+I2scvio|{}TN2d3FE50g>f!G1AlS$ZSG{HPzsYBDGFy@I59EY_scm7v
z438A9`VT*iDyvKRMZ(?G=izZku!Y3U%&>nexa|SYayJb4J!lNM|KL#@@*oxt+37Q%
zyv_aI4To=;u!&u(HM)Cq!LUF3{D}P2yD(sl_gC^E8^B94;;Q#R&%yh_^V`%Xoe7a%
zV?0G(Z(!yKLb;*HUxye*-iwXVhPijh@4VLo9(@&-1g)Edo+xVTNq%L9gQvmoV+2uo
zU^vq|S|qJDd1AlJjt(b3+W_3Uw*BPc>>PZoPt7COCffDj<-m6yBJLwx9rgDEkE8s7
z1u)Q(jvgi-F&F$^^0Vapq=szSW<o?h7+%RG)#K#Vg{$Gj)hLPY$a_=XAFO^MpUt|r
zMprXG^k-h^kn`^)CLEauPpu@rAaC+ExOL9W?p23mH)!P$UBN%Sg=@(bUXodUE4lx!
z^y|v?&5OI((^>0XQ~-+b4BDLz>T~jRE}hn<`TX}mKK6H%&;asw!nNdb_XVF6iG)<j
z&n?V1FScWbjgp|ZUb3G=1lh^=GK0T0s&zpa_CGN&UASx1^<X$Vhx6r>KmQ{1%asjk
z{{|E4b5OC8=qNK2Ez+Flp=b;pnkF2>*8xiGU>|80OSj4KF#Mfn+^{e-`fml8L4Ncs
zEImt0pO9zc<)<}{Y(<=&a8O`2VzEv*Q4%!v3qzsEM(DoC5Hw;}WzF(!@}nFrEcCX~
zaI}w`0_gGqj+x{e-P}!@uPORm614KldzE*V8Dhu7Q5)`Z6or9X=isREM&xm?Lf$SL
zmyn<2=;9_%Vn6tv3H}3$cNc?!Q(2(MB4|!t;Aa@NJ~D-T8Sgw;SG7sFmT0e!A%B`B
zaY1+wZ5;>saH>U+r#K9E;F^;0nZi|(|COH=l=t_s-d1^C)oRsLo^jNi{?i=E!u39N
z#@`6hT3=YW^Xw6DYc=ny9@Q9kfD-<j8iSI^`5mtn%y;>M_BfddH)e7%&ZbJSEXI=e
z^lo<ERSJ$@DTlJN8E;wggjDcd)YDbCI)0uD@-gId!NY<7E|s6CXmw>Mvf0-SDyq->
z)@!I}Mrk;7;5o=2Bi}Au4X^ksv!mH!AiuJ@a%pZhK$ejN&2R;m(ErZjx-f&k>N|pb
z{y-S`n1*Ll&#9KEDm!1lAiu$3#GMA(+{@k%!)w^O+EURf;o3(0=UhIey#ED?tYsj7
zi&bE=vIOB8n7{VWRk&MtpUS#PqTyGVVMP=oc!vCA@||1@wYslf76x`@fqW^-4<H}U
zZQCu#r;_))&V?%LqE0g*FK@;?!VJY8(6b^s2=Qx&dC3!mYY8oT2vsnKyqj>1*ngG&
z2=Y67AGG}C_?n8&uYjVOz(G_wDDrQD)+0~70C_v91_@V(o-PRfVFVPtPab~|{A=>t
zVJh<PakMKB!~XkKr;__S&UcgNO-B`&Ls!Y4yaB^j(uozIKkRQgnaYIxIiRQ&OJXN^
z-QM7)=y!5?v7M8Qr~HzNFyQZ84=SOAei<H8Nh$wG<cO98tuz0d6ZObX^0X-e@nA5y
z{~Ygj^1|anPVy<rUlXoX(<p?J$l<0CVn2Un7|zH0TUD50B>7j<5Sg6??W!;`@^X~l
zM(%%;V00|xPcMTWTT|GjTxV<k_T!|g$gs;BsK=7042GidH2gXFiOY!0#*AFmpyyX!
zYFNKgl{~ULXKU6&^=E?rY~xDu(9O(^=)O1@=*}64jmI6y{juYiaIJ#>`nn#@zpKpP
zzw50~br`^v^__WZ9ddtD?Rawktl3Jwa1ct)&W<0ehhe~fIb76(;QlK=JCgekch4ZN
z^%e|RNgNQa5nqi#$ywc>A<qaGLxMG~`)VM=idEoCSjV-6>)A1jjnqcP{^SiqFl?t^
z#hQ@cbRT#s^-Lh2!`VPMkqLX4;C}|GaIOE_p#<UT(B7+X)C|8$?!VyXNAgAm;E*gq
z=@AZE)`lYgF@;yi&sIZ*V#pADD_o0o;f0VRKk-uF-gxNw&o;<+rhF^mt_lvrQ5%E?
z2+tc7x_H~af%t-EaGMhLQ)L1d(~47Np@(3~|8C$k^4!;8iZKRT$o)+Wm&t>_Azz95
zYb7}S;h<v}vBWSTO%gPgKF=e=%j64?At-Yl+}igU%KNWDy+!%I!y%_(KlN0vgTT;}
z$hm1<$p9wY%78<|nBjNw+<#^^+^{YjU78i#Zhv+YuB|5K6nHH4JV##rS8#U;qJ6`A
zOt_U6a-tU5HFE!5i6!d6z<Cy_UCXo~Pb!H3tjn7vTxS+-IJ2-;vqyNGdYYXhyq%zT
z*GFXjvm_OiyQzH>`K3AiJH}gu>*Z8lUQR{1faE?U<ri}LXRftvK#k$I<(F#wVJDoo
zpnf3l&<xye22}{b$E3z6&5@BX)mXUd$@E$^Nm@hhe^B9oaJd)>2Y=jvfr51TG&8)I
z0B-9BF%4nhWOndslush}U-~nh{AwiROHuv=`A1omOFOWLD>j0Gm|KWUiq0J^$^DOv
zt`n{&%*3}tPHs*l<iDo8|DBTwjUj(%3-tecNxDiBwCH-X3ZO0sPLXFRga}@T{vfdl
z6h&``<SiN=O74Hbb}sqpZ(z7K<@XA|PYpl8`Ir^;AL(Of$>m$Frts@c-gvQs>Phb3
zNZCT3y$k%ULw_%k`)`bjZwCF*r{R|kV2^`W47QI!fNxUKTxReWP<N&`oGt$5co_Qp
zRmd3fVGZGzh4}=z|A6N*;d-5%d>!(6X#Rc5PrCtsZJL@p(b<)z)Dao%+9eeU!Gh)B
zc457X+}~DJtT_T$MtK{S#uz^X!)xf!2H|!_%M%&jM&u0tBS?KebPXm8Q?yVEsJ_lF
z$CfJ|A>XkW@&zbAl6>GoaI5>}<N+^0?Y_pJ!sTR;&(RivkJgzMZHdO(otNCLX`mW;
z%HEJ8){7?z*EZ=t`Z<&Gd8b3(rs^vxkFDhc?#$z^F(Ef+BNjpPBpC2t{JLJap3cj@
zf&rTa{Y-iPjZ;}#iM$)i%gZlyIrbt#w+UKb^78C_tw??)uff?wDOUjUHkH=!VA^r$
zd6&GlaMizP0qUY8`9$#ifxjyLY5Jg-<$U;=`TS=eM?V66F>Gd5=bOp>HSJ%7Ysswm
z41Ud`{eo?v=WGf1)r-6zc(cG?#GB3xeur|3+<zeA-nRc1vHa2^@E2%4B=60QR~6~P
zKji*H<7L`GkN*(%U~+%%Fcmx;e87!}<7wcSBxsrVU&pyhzNR?J%DRHM_Au<fg!XOn
zy^~Rfvi#zXhdMxhpe>x5qCS$~7V)kkgUzDG2v>(D7lYw=I=YIAD)S1_8qaU!Z8%%9
zb<J##!f>V+59oBFO8SrKQH5%@X1f10`4RH^3}g!Jr*yPB94EiD4hz<R=hnMzAYYgk
za(Qf}=p1?LONgiiHHJDtkN<Y}LF9YZXD*rf;IY9T-Y&Co<_BgN_c1c`rh%l+5qto?
zhx}5P{V#+qC+{#0Ic;*iN4QqP;F}1=CiTBie!rV@+?jGTeGK{=@V1tXOfL%;J>lT`
zTZmoGWOsargus8%=oRuK9U#9V67o5^z<~d<>E`7A12#*@F~T;uvkBvnBxq#)w!*;U
z&>!UP3IqPTI5LEzcRZ%QBxi|NLoUxohLWWlaxUP?y)AVllKbyNct*JD88Z+b6ru;?
zDWAwQbP)ML@Nf{{36*5sZ}G=rxLI!ScFfRKxEk=kYc-nk{yRH2l5b%*Zu%p-s~$Vt
zs9eb**-<eEzT3&xK)ALq|3Te1$^CbDM?C=-vmFaL{nlbD3s*h<y@gib@|v<2k-?@c
zBPBt%cy8vUNp`wBiw5d@qw-rcFmV9NtPSPQQU2U(&>zRj&5;a8PuJ9d!*|+IX-QB|
z{dW=9BtPiggLsy_{!$pWQT#RX1-#^6Pls-kU#bcDmFke#59;@TVSg7<g%t2EyiBmm
zipR<Q_r0$YuC2uX_~56M_g^V-UAS8akG+Aqw?3h9PZ;(mvxCXcO~@Sac5+)?No2&4
zy`bk6UOro!7(y<4n>GGBTi<s{f=1wfqwjlW@E<?y(HjQ*cZR-1?tgA^BYE%s2%u7M
zH(dQx5?r4Ucbp=(hC#%ZMXNsvQ~qto!RbpD$%JMaldt`TqO`_vf;`hZ6~yLca{tAc
z1D}GKgM8Y?>U^niEtzGbp?@6w4odcMJRDr*-0<^Aq%@ZVz3eXFU3Mo6*H+$oGvbS*
zqP4<x@DBb4x54`p$`|8Y)!Imwr{NGbR!cG3#)|vXx4#}$D6S#X=O)78XCq*!8~OTI
zz-=Zu(PaxSU~-uRBp2i|*GA#$wtr9M3(EiUd<gm({!f(e!np;4l9RnJ-1Z-6YYH9?
z7O)?*Zt^*1@INIrQ@A?hKc;zr{89&)G(9z+fxN#mIa9b+?5V{XfSe9?l5Av#4FMEc
zi~5Ir%>&@m5O?ryKN#?Ls2w1mAC*~87O4>p;PeDFET7@f3ewZ@X(lXSf=znf7p|U0
zejE}hdA{8J9Rx=x--4^mZOPA3o}UK&_hU!d`opmQWJ4$6t~*+G9(8Z0-gHS&!v{uy
z=T}eV*g-|-cOo(y<#G>zfn`5K-iEXa<bQqy`G=q;XhUA2QzO*YzZY<l;ChAP8S*P{
zaPjsb4ob`!>^6z;PgFAT3XGaF4-AAeo4EqFlUbi6_dntoCNFUldSWPlfPC*9IA4`K
z=OCv)Hb~}N!m1?&3IFrOq&dPd{dtoT1Al?3TvWMUC8WGp&jGh4e4O&tBH)7cO+^MH
zMF08ShUET7?w=DbU5$L$!CMKK$qfEIuifPSCuQy#0>l2B`9_m(;a(G4-8@LXF_#7)
zZT)pdTs0Mnqy;!)4PX+vf19E4bC6Ht^@3IQKJx#0lyNBJBR_<GH`mc~t;F+4@Ykg}
z3D+w4;hT_iC@#YN6ATxwz4W>pP-NG~v#7^^O5_ZAhkGD@32K50!+5S`PeOv#@zau^
zhWl|EH<=mckgx2GHes`@b;7k5DbO8ya?sIE!@>QX#<R(bmFCcIjc7L${Fg%fLq3m1
z2Q%`5nGtZ*f2+lK@@B>1s7))s7p{&z%r+5i-{-CM0u<$X78yD*;ttB)BFY;1rCI$C
zo&3U_lk*^FV~$nDM?&6z<ySv)|E|F{@&kWBPYOM_4IUd*&x@#S2xvD721;%Mw=sN?
zaJc*(CH#jJi;PCjzuAlArKv9D{>un9ko(X6KNyCd8eD6$tHU9}r77u~7>dt!zh&k>
zBjl_!h=8&8lxxAp9g<&Ku!YA#;wcCO*~fs_;wq5UdE@k1D`l?rG?VY=!l13J93W5R
z+{xA@t_s&SUFIE>uf5(Wb}Y<{c@+liES^B_U)_HP9uDq32}NcgYZ?^gY5+wkj3b`B
z4eKd}e7taV$bTO}I_0NLLV1|{*W~%#j&12TU|wF4HV%gUHx;LoUo8WN%+c%rANd;N
z;n2<M(7YfLo+goJdiAyTTgxOtYc8=h4A^O3dII<?4iUB&XCis;YcOCf`7rsSH=xG?
z`-6NKTY$-zohbd57G3?<P(-WYXb_SF<uR#HVVB@t$^9MJD}-wRSMG&jo8+7$&&9ny
zG1Q-T669Yg&wk51>dplJBVzB6`;S(ICqvPN@d&^S?-cIZ#8U|1VH!S5e&@B|TK;m}
z^&+m5S9;gUMTKi*Urt42YakxHL%w_`xXpgfkmsHU{t4x~Pl2A~6mXl3%?V3_dV2E<
zcxuzDHRS%Y>D#I3TV7GwX?C8x64$tFl&(4zhEH-~z~sA<hkHE_kIF^B)i;<hlzaJF
zGJ=ET{-=7c3D*FMv9%ASeEw-Lymk`wo8cM4RsQ-G7jQV3#SEL6p(=~W`r$0okzp7z
z{QJJ$TEewzR&uq^uBBceKfx-9q5e<FGk=p(>c8g<DC)pvcgwIzxO&>6H>&1wDmo(E
zUEFcPWfymUP*3%=kdw4JF8UJmFZvyNtp8{)+<oKTe?7o(X25qF?tHdkIe8=RCU3r(
zFz~}%6m<_e+M4_(*IMjaVm0}7IW1lLx6`lCEJQr*Lqu>Y0-CxA*NF4-Mp<DR7%W_?
zpsv@2FC>pC3x{kW_9v&Gneoq@;}KcIe^K85BG;p{q2J$rxj?wiu`*&qnUtNRy#MXB
zm^sknfAyrjaH-*NFy;~zRb{|qnIS(n*<0H>O8!xP1ZIu8)La;d-3V^|Pz!Q@6aO^w
z4A&z!kVnuW5y);P_&sTkmr*l2hN2Cb;fl)Lyeg3rNA^QvB}17cT<hqMb#Sd6OY9uE
zznv-fJjhqi26=1Ut%U2@ATK&_8e*xZ2Y5Ib5sw7RFr138CH&4>_-69LSzsU^73E5Y
zfx0};ZM2Ig&pk8bB;y#^6T&sH<)u`Qv}0?<YndUr3>=!z49A$EGGD1|m0C#zRFVJA
z*EDi}I9*IWlj~lC)Ga-azGuSO4-lDE(tuZBpw2ts)}?M0u0`6UA{@1n_<{2Nvu0Tr
zK+luBn$4+(<tQWEUF+B79(9|D4q=AQX)tVayB)&SaN#Hzma)Sfe^UO5I*_*#t??=h
zM|mC30&;m2%=IJxZg)N=32I>ff{;^e_gHf+gd+c|AQj2)ymAc=O(P#y4-P#799$;9
z^B5rP2YFtD;Tl~L+5Sl6s3BbIxV5{@rq7e&m_Ye?tb*O-%gGbM&=atP_EFC!UaQ&#
z*R3!UD*ufPW}xXJ7=G;{xE1L_a(`#q_vHOK`?WTa?{(-&{xh?lM}=!ihyBlU4q^ts
ztJ)%5`|>v4Mei4s_h-L%FNT59w?eLLZm~q`3fB_l%Syw6b@IKK;J>V9DY?J<<va4+
z+?#8s<#qB4>{H`dHT9OjaOPJ#N&OF%1YK70_u`FWhAymv##FRLxE9^)A}CVXQ{ax@
zDE~dTyjqpTE`{NRw;^AN@<WB^Pycyi)V<-E6!Bj<7X1dY`fqJtOz!WD*-hSIWg}<A
zW^?(MLC-;65m@W!10D{tp3K}l1~G%bnd((?|7DEl$vbelvMFP%vmA!k#lfK_<WC9L
zk@ycc5<f#K|4e3v14WR*`od3L2DwXk4364l=mO>aho<jcfl4Y<81hGGqDp#?_oE6G
z87Ilw3WvP`GqylcGJTdLH?Q#~l7Fg;Wa}8i<o+${wdBc_A#YWG)v3!`Kn7Je+7_=S
zztrx!2@upW&?D(ziAnlPBt}+*<5mFcO(J|;eyNUXypwLms=kG5kqqxz<YD0|znbmX
zO8X_@YAN>$SZWPdf{m1arg-LHBHng-!U4W5bm!AT<B<>?&58_mMt?<qY+T5xHb+aX
zf<yk-s}jhgIrX=~*(_WgUA#^8$Qf&A;!S4g$br+QPpwuXga3`7WZ_y8AM}Q!HJn>P
z@D_Q}jm%|!g*?*(ygFi3eFp}*?^ch3;L!;8PtZlU8t`9SlS;m3Bn(@7+C)7mBSTKX
zD^L^cCja3DIJ7$w2|3n81QD3G6_cN8YH}B-9L{yGt>mL$gi2c!%CZ*nx6ebRO}E;R
zhsr|Fbh@ySygpsFvdX&7>5+L`BV@1!S{Vs}zi;Yga{oP|Yspu$>#<eTedMPHLw|La
zZH{*lKxNlD<iROxPGL#V=5gsgL~N7sx0#{zT~K85zmWGC3wgW9FPZ-1hqAC$dp+#<
zJKK`UYjL&3TIUPo{;SJg*g$_d-Lp&mHRLUxfLk`lNqEnNAvY0u-PoTs(OD9-rWf*=
z4>LTUJbp6bh@t#Ra(N!z5v!mw8!>|a!K*PlO`8c<{gLS^FU{KuY77(n^F7NZWXS2A
zc1?wAMVz<-haQTAM-wSO^ba&WyTIK_p6PL)c**mZB<NftbOjMuTg~%6`QMp&jBuP4
zP34!ya+>oj3uOYi|8R1J&2V{eOSo2<jjfSz)pL}Wz*gq3kXIg!5St^y;B)YB;J=~z
z`7Kc7f9!d(a4jqU6Qb{uhi1V*1`T{o{=p<TYRe@TsULHDsXUw9=luW%w#`8Xi=d8h
zjVxO~l%b7$<H=jNR&b{g9HpKey`X0j9lA{U_8p;TuyXAidwvK53A>Rnj2VuQAFBXv
z&GIU_f9tHxN386tkhezAN4N&Ci_PAe@k_#+YO5K@_Fb5U*D-_tEY-xVP!#RmeL0XG
zks+^BKJES~9=Q!t_y+Wya%mwPZSHYO_^)~WgxvpV<ymt70|+HQh9&>g6>Z7=&mRpH
zE={On;NNBWoEh+X$2)I#tdd@Oy9D;A`zM^50dxNCv+LykcchALhy3V;s1GamhUAxd
z@z;aJK3TZ7@anvKwwine<immg$)W93w6qWmTw;c7J79R|DYU>?@^a)K^Y(|e<Wb}&
z`D8+M%6~@Q!mUtBQ?)CGTsvXFf0I`tx&NBIj^zGlZ|0MK{udmz&gU!gOb_?!X4t!T
zp@{sKtThs@O?*U6l!QgrmAo1sLpB2&$j6Kexmc}(J)0i4GpbP5Y`d+g)|X$Z*#8*f
zH1bZ*!k~>whsk?Y1W#vCmfizBxnse{lJ_Bx=CzlN=}W-FLFZ?X!M25;WQKEIKO6rE
zN~ZH56y;7DXe(R;Siwg40{J%b66_SLbNPvSF1#KR$-9H#3NsW-Z@Wvb1D@UsJN~E0
zM!DqhVM$hVcXJD$^+CDzA)CKxy|i$Zm$%?KJLX1T;o3E2cmvva$`9oB5}Vj=g#PgV
z?6x?^3~RiaF1{az+tIM?1FBE%f0l4Gxqmz0E#Z37j_jlX$T_ly<@FI0;^RV&JaZQk
zwo}o;8K_u`_!POn=9J}AINE_FYUf~0@}b+I$IX^>I2p+V|BVv&A5c&44z8AmLvTml
zBr9C2;L`n2)RzgbJNbJ8f5qlw$`?3?DzlZDE5gI7Xi72^Ri>gLpP`6y)k22;kw}<I
zejq>iYn+g02v<GXc0rG=M_eP{e-`p~GB-X5`J7>IU*1$E?7EgY!&Y+tX~+_vL(%@9
zAzy?6G!m|jF)vqgY@F;NT<gA1MaUO$!?|P{M@3ODAOf4o?j%p*ofL~8;t(TV1^Jvb
z93mgM6g-A}vT!xry$B3j8(J4;2LHW(=gBj@c2ktq{DKh-gd)5D*jl(&!MiuW&C%uL
z{v-e2k(ctH?+$wQ=-2Owr=A_q|A`@~JqD+yFWwu~GqOgt^b>od3Qj7zFY5iG`?9|N
G#s33<wb29s

delta 125278
zcmZ@>2Y6IP*WOur2?>O33L)7*LNB3*9!ezisDxeu2vRjPMFckp0YV4_$1qe4*Z@HS
zD1it|C=x)BAQlvqNZq9dQA8>E&p9)9?<9Qx_dK7w?|bT;nLFj)yW!ohf^xnJN)M<S
z7a48A|H=PaEU_!=f7a#HKc$E?J}nkIVFv##3;)l5D&_f4#}aRR7L*}qvGc0Tzv?5U
z^+;(w;%(Weu<$2VQVM_4wb<v;`qK6&-^V&P^O3;v(zThdl!ovBU&Ki1%o54#TZdJ@
z+&zESvU0)KSDt?VVBI+<%07LZw|DnytG!a7tJEvxaj^0`1Da9G;$@k{&wBX>CX|s<
zBWhcahFO9viJVpO4?LX|O;(>N+u7x$?Vr3ENRKPq@=E#-)Sw!CFXW>^nycd0Q__x*
zFG_Ry$}0Xnqf4u}SXlU93n(i}Esdk`zn=g7SyA%#rqLb_zm%(_TCw|nl}lCFBYw7~
z84~+qj;8M7EW|(12#M0Unlyno18Jga3`%Ed(&Kz|h`(2WMWzeww=jM>#GkJZsq9rx
zV@vU;z@7p&N@L6L#-aZF39zvmTaJ$awozzhufZByfu{jG9M}mOTZtb4b{Vj<HP(yY
z0d_yIOElJ-*R=b4Rn@Xz&Hn(s!S>2tz8brkSGD`|CBXV=>|Wjl*uB8|YwU484Okbj
zff{?BZv-|Vtg=@Pjdk&}z{UbwQ)3@-7Us`qhgA*?)!6dPtf-xD2=fmN)1(2Kv=%=d
z=I>Qolh)%a!DIPamAxV~Hi{ntHVW9f8XL>+13Lj&b(N89Fb}Kc&sPK6P}7~jUj+6z
zu#Gi#HlGjdBVe0q>=M2c*m|`qdo|Zss5h{Kfo-X=Q19AMZ(v(%EYus=y}(9kEYurV
z7qIO#7U~UbKzL=Z4jK#f1~wMhP8tjK4u^V&R}So~vE{91y`%YtaR0zAnlwO@cIBtT
z{k^(rQm8k0EFV$XD@J3X-oQoy+e2fa-oQ=(wx`BIy(6IB!1mTys5h|3f$giYP;X!#
z0UM{WP;X%C)v4_DlEy;4fgKF&0F8xu*MWKiJ5Xbx-oWk!)|d)W2=xZm1?*5w7wQdc
zK;6n-!!;J_4Qwp1Z)q&lyDrqbZsovH8e3jXe>h{j!#C80saBH)XwuRAbX|Y1F`5+W
z4IazatL!EFOp2i1z(xT(Uekqo13LlO2^tIat_Sr7c9O<Iy@5Rr>=ccKde`$0OwuxX
zO_M_1L7J{f6E!K+zg`VTY-*X`eyVMWP0pQJ#`PG)u?votKO)tNT73_qqKF^hzuuwI
z@C`BL>MkgP|3#ccjLU#KpYUPCxVX7<3Fjb&<-y|4BD@Q6X~da?w>pr(dE1>%#3sbJ
zSi6%5uSJag;7%m`9%5Xy+zEu2BCdcqj_|vPVcoH~qY2MJ4C{@>9Z7gP;>w8agdLNR
z@Iu0eh%tz(Ahr-5ir5=*;WHp2UP6p3uDgJ6FT^-)yYmTmMU1PVJC|@f#5jSwvj{gw
zTpe*HVn;*+BycWwr;|c0#5Tl9go6;{tnN-ETn%vm;snAK5##*sjw5VE9E3QU@P9u7
z#+lw7N%&91!HDgE9Yqm0k-$mc?L!Ke5r-hQ5dIZ0PXF%0r&xjS5!(?L5I%_*7XWuY
z;lqe)A<iY7gBX_pcNXDYh{F+QK85&25nGYK)xe!j3Y!quL7YT*En-|3+=+zWLyTJ!
zcLL$1h;fB*#}R%PaRbEBgy$f}wZa`qcsk-ni0w}yeo@3EByibq`;fvI#7z)e2oFV!
z3y8b$3F^OuI1+II;a-TFA<ie<6)`R??p(s{5Vt^_MYuU)Tx8st4k8*L(F%!l!nF|N
zdgD$a9E7+H;zYvL5aY_@P9R(naa+W3gsq5i4RS{l{_h9C?GZ;3{u42-MsA0lh?_`s
zM8b#gWyH8Jxh;f$MT|?5yYMkq;CsZ;hzkgxM2w4)JD>1j#9a~R63#)4%aS{b@GivN
z0Xy88L~KO@S15Nn;Z2BNK%7K)En-}&+=+zWLmZ1Zf$&nqxN5oM2)~QC7vgBba}eYD
z<&Gpg9dRFs4}*Y+Nl4&Q=Jp{x25~>c7Q#aj_eWg#AB_RTxX8H+2=_w#BI10)T@mAQ
z=guYE4)M!~vj{gwJOJXuARwXv67i^zPPi6gTm#)ngo6+dLYzpr8e&`x-3f#%A|8S`
zj<6Lmu8Zzy!vCEEJPdIp;Xe@%hxkwdB5oov0<jO_%ZNuJwh;am@hHTF|I!#hoPfB1
z@JYm@5$6*=j2M?jcP`-^#A6X>5#EK^fvcoDlZdTIj6<AGcoSk=FWpIm*CKuuaU$XO
z5aVj(P9VG#@kGRNgx^Ix32`*xIfy4CjwC!Cuww!)r*1nDlTcwQVjsd|5aWXCwh$hQ
z_;tjEk7x`a#wFEV0Jzzmo+)QX#-?13U2wH9Za~kx+{oiyEwOora`W&b?}cX37MFlh
z{x#k^6vqDEY*?6M;$s_U!DsA(M^$1|uDwxXFSw)Cxax?5C@3lb?S)8MMjRQB|7&7k
zC(7ev=iklZIgt@9q_%e`>QR8CjwfIYSY}m?2hXn8Amb6o%IpD(Jvf5P`N2Y7tywsa
zYSwaCZ^-l@9<p4qkf5`$Nwg(4CC_yMF8;4EwEGoUqhr&O@mfH^7?>Ah(=rIACFeqQ
zoa3>vAi4n#G)))JYnH}>czp8)b-h6kHX7dV=Pt~h*~n=It%DAXp!@iz%|pV6{sYvj
z%4ba|Z){5P1nD{--9RM4UCl$__*kw*=$P5ar6m{AM@9kqo2ZPh!88E5N>Q>j{t4|%
zYc>F9VUV<Bv_<K735^!l<x5(GTK)gyTUrGBoq+2MRPjP|VtG(MoB!G(jCt`VEg~JR
zWfqHbvZtmCpe?Z}hrvQdKNg$vv#Sc`XtbGO%SZ#Swb&HWxD6S2G%m?xr8v(O2QCld
z;^g}2Z!k!ewShG9K(CIG+q<d+9h)-95fi{mJ2r)y-;bYd8Ne>_n=R|IF1%W+@HUG{
z{X1+;IVxHjP8DEP0Nvgl26hU`{=kT7$s_~S>3nLdfcn2+8>J@NPa>Fs6#_Qjj9P<#
z(W)++$A5x&%glJ)VD64hON&$Spk-#fnlc{A!1WirS?d6YpNfYA5y(#;%J2%lDq%Fm
z&2vqV9<Ujx+*3;JO4>_GeH3gjVWNVW|59HY<Ddd8LeQcR*^_y$DxlqEKW>46#R~xg
z{L8PmZsS;qVN%W`L4zsf2&m971m@$vii&QPiY3k%a_Jgp#Oni2+>iqFADSEeKMqvg
zIUYJwC42Z0T&pW2&DXc7<Y<E~UzN7`N=bmyt<I7&it3Ge{wf_+#9LZAMkQ}N(9%}r
zJfi6tH9aWx9F(+C+0Qj&qr8<c8C3_P&9B2oz~GEJzpmLDWgZ5cDzF8HgX;n$5<CBB
z9GoA9bs0Y5NPH~+B+5R{xC$CJG_C^NN2;r!0|PQO8F!A(mFjY_dK7U3suX=uF)cY=
z73Y;gkfbGNDj3fjv<-5sRSvc_ph$34f>>V6{vpib{7}i4NjcbOnE^IfC;&3fkCo!T
ze-;(tgo#}*Rr6e}fLnOMdto{ZIwNx#*pcUI@qFYDYC>eA2ELxixn|^W895)Bv<wtD
zKT`=*g@p=Y7mz3oHFEZoh-QK}p`*Y;N|Vzas3j+tYLKL12cvz#eS#DL;7kc+3VE(^
z2vr{#C7fLUxf1>qtTm*!ltYX{Pt^9V;YE}#9$awB2Z{5jYDrJneu6fhabTiBjhypl
zOLp)l?E(h%l6jF1r1`b%WAX-Yn}jl6o@)cZ1=PbVbpv*E$tJ9-hfT<HE##Bi*Kj<#
zgMpLr5Qd~1U|#YRFoUbr;{Ko%WLKgD(PV!(m9*q2`n-lVitJJjPNT^w&FambQ8SV8
zjG{Ei)B(dN1Ba2+&2yc&Cx=nU|A?GdR}~-glaZTaWMdS4CgtEQ-Hg2V>GMr^$K$Ax
z$CEoqYr{y7r#REo>pZJN!*K<w<GR7Q0wN`$JS{B|K62#JPD5}DoH9U~Nzx2TCoPS1
z<zkgD<yq1i)p9PI-9DK|cMNcpg;IbI(t)md^DaSh32=gh(r2D)h=iC2_G2#z6BKMO
zVVr`EBurPZCc+ZET)U3rxneI5)QVlI4#^?GLUKdhT>Z)O#r`$oIY%+*$e49<q#PXO
znvTAGY~cet)vv6T)Xq~og*tl3virau1FskO$hl?~?s7DiJwr;>pr*v;$ze_cD9_#7
zR7*6+YF(1BK-D8(!h8h}Nl4lGg7z+nWwY~KAMp;I13Yu=`fzM*o@=QOv$Q?p{T}Qo
zy^~wOh85ZusT@`z2eHo-m1BiVO>JUc#;(YVIS-75_L&D=&^lL#TbO7}0rb*fyrdz(
zJ~u3RLu1ooauL;Nh=V1yZ+>iAd@lIK+epggPJXv@K#RdLY01N7h7Of&8rCK?z92TO
z?|I<zmE9uVHo8WIM{2ll;v=F%*bF{5I=Isd<SQc)Gl46YLQ$2s-!#2;p)p3uM1qF1
z)Csu}Kf!;BZW8>frul(PP5Q}m9pv^d0TFdHg&gWUautWJDk@i9`G_t}2EMFm`b$>{
zlv186ibNTilxR$nS_C#h<&3tsHeDy8>*~t2lmF4BVchqc<|<h+aFXZBAwI*7{h1b%
zsr-g(+IuMxOgSdq8Lpgm<HNf~#EsC@!lYC1kmrh#PHB)(&rnHsxQrNiu5Qw4COFM<
zHdju+<7c}@I9!_AHmxA}z^7|NFPHR^DRYRqQ$i{bz)cdSt0BfEOj2;6gw*YzJPV-v
zHJqkXj#P#aSxRjrpWn^apa)1jn<XV_p>f6{8|vbRy7|>FuZb+`GWqL<>7r1%DBwli
zY>iHU#N8b(8@V&gQU<#;gG|MJz`Jz!?YLBvBr3@p8keBBF&Y=AxPE+PcV9<4khs6X
zy^Y*Esu5OOGq5PmTjL6plgHQ1w&W}BhQ{S8?wrOID()a~ympLl&&{S#UiGhH7r@G@
zlEUi@M^aKrz0RQLxl;373EUB5bM!2!g?#{8#>G<~<nDBjbG$szd9{*eXQ8<;B9l<~
z_cdtdC@N7*Iucirko#zv@<&oTGu8ppJd`$*>RG71M^n#4VwP0T#qVo8LUR^O_HgF(
zI!)v3s)i#pPLB3oaNyENW6ZbGIAh?4X`C_oy?|4j{9XLF7g{@vO~`Ms9h8UKLOij_
zedpajp^xC0L`SbYSLe%EvSc3xBPFye7$#w)g4HC9R<M+WaSHzR2f0dcD141DtQ1hN
zAyhn^*pm}M?2J`Y#vfPFM(SL{cEC19nSUzXr7I{T%v5lRgjou{C1EZ??9NFN=PU6r
z2@4eL128Yy1x3Nd&0WJAN|KtK57=q!u0Mj^9MmqAwB!b_inq2^SRmz)Zy`CQ8S?%6
zSX&2Cp1oz^74w85b@N<}fWs5YI(Uv!GIE3GBWG06b~_b~$XGQB8-iiY{2h=u40qT>
zmS{kKbhAuV{-~5g1Mp<1JpEXR4Isw3LMb-W@|UW4uBp)Tn17<Y>E%PW8sZC_8E8`r
zqBnqh@!-f#f;5!pd_?|eOZu2+^$dt#C5I2`fJr$C$rr#!vdbb3*I6o^18~<LJV#5<
zD9$M`Jul}qdj&h{%jgMGCk}P)nL01Sa|G~^D5a>BQ~o66Ew{t1NSYy~G+0$_@?}CK
zfc&~hNHG95mk?vc4hCFXVoDQWbqOO;46uxZNt6QAEsEmjxlYQ|(uq$)an1xYwRPO5
zcR+k=X-hib>azlH30IBsyjsFc!}B`jd4%+wB|W1!XQ%1837-d^Pe@zR0nhC;R{$GI
zm}_|cT6r#n=QNN&zVwXZoLtlMA%3%Wuw%H4UMO`6Q0IxMvk0F2fCmfRPfSCloGRaX
zIs~5!fz*ejID@2-qU^0w(y?8dqE1eTY1&wtM)Kr7evacZ&uFO{iK@*_)j#2B6l~X}
zG&$0|rqeD_eMtaSc=kI%G{=s-Cn3cLSRf(g3h=Ci7F5Pr>9E9927tRI#B!jok0qo+
z0?d$*>J4y_gmIKU44Lkfd!DPeY-0lPX(-O=X*MgEnw6aRsEDub>+8st%1Kfg*kU&;
z{(vWRPy;DV&N6E-SH>m*q;lssssWl~-oHyo82~&ZA!dToTnW<=j!%Qc6I9~KGPO(;
zq@|%eXOfxtK*}XKi=@=+q$qp+zBJ91rl^xM(=@HY)B6QD_Q<%T18LNiko*A*kWl)}
zb5+oi1nGYlVZU(`Zjx!UDov`7t3NlXjxVoGsu!djhN~kVlaurF?VB`$k#R0kt&fF>
z#(gWP3b#QZEY7OEF>+dR0X5H<RUxe|vL=PZr=eJ%RI5c&?@4L0Bf;#x?cf*ukp$d?
zNJ#DhdP``b+vgC?m}q|>f5|??r=eJ%Xg_I6Iog#K^dKq9{)uj8X@@O{l(wj(Pr#F;
zZM2l4l0E_V;iKXL95*gd&ZGlL4wjG{0_-UvMF-eULYV=~R1#XyKS+ZmjH7VSKx4A~
zL#B}+(?D@fx-p92M&T}az71D{6s!FbEw_E8KN5g@=dYA0xd*sI!bBsQF#*q%(UN2|
z6zdakj0`5F$<YrTm^wu(kp4&l?qAg01MDhcx)IHol*`FznKBxRbB-Hr%X6KFNBPh_
zS;`7Jj}&F+%|O#2b*nxt4V7|SrtJn^<)z@zDCxgI`p-w52d2&#-t(p4p--tz@`ij`
zS|RFGIOUnv>&hJH&Noa8IIaJOjiwF4VQEVD%3)-IAScW;z0D6o3X7!<-FHu;=P)^~
zO`V<mKS-gE)JZ_k^4UpFtf})xBPs*kXqPFFqD-NxG)<DGsFU-CY1*DAz8v8A={$8k
z=|E@nkdXWVjFM3L%yZS3Fb*ApG)Tf|1uIDyso;~J$+KO-I}-XR_`8G-i^69l#uC$%
zD<O3bMA|7Kb`nZANtml3moQ7gg%Zl~0EZq4)0K3*f*3a~zP>q`H<YE!Btcp_eB{hA
ztM!EM7!VLIlxvlAdCeE3_3uyA;w<U9z&V%9;qrp_Qedp+O3x_HS!jA*!Gq(29Svmk
z0;!XaI`5l00~(-*3@J^PX8^ji?#YlOfD95OM02duixN^`fL*ox0JZ>ltBzAZn1fOD
zT-XYX=V4?9bmu`hrWU!@{Xp$1q}=)z=(h-m@_X?CFAS27NdX)m|B>|RNe?cU#@+ce
zYDF@>dx6&qeCT)QNAkV{1LFUcwxk2DCTXq!4wKMM9>B9vVY~E<uYG`L6z6O=t9PI0
z3=DQGlR9xyCmMCMryP6WT_dQllqP3B1V?i6dQpZX0c3Dk)&kA3!n-A;zyLp%kn#hV
zK`^EOH5;S=SU_hnc$9z#w~{OKyOnWe&T}Pl$Dq2NTcEv&g;U&ZFp;OYui(t*x#8PD
z%3*vZP);-~+Fzy-hm7YCCm_D@d_bz^xz3%F%k^J)2r`dfkOr(CXDg|lf*H93MmEmo
zJEc69ZgNuCZ~iFhCeM}nyqAY?lf{$&WRDjp6M1o<7yj|!s%#72Gq_=0;~7E62x?R&
zHWPMR@S#5=_=uMu671+i-I$y!b+S-LdlG;zoIxi`X|lGxC<S%ED-_M32WEax5X}*e
zlaK-f94H|sfYKfkCLyd3I7;F~C9Y49ZX4ixTdIwmpBmDHy}}<4saMz7t)x?S^c)`A
zmk;*(Ze=v@H8eQ%iPXUtwm_#4b@rG8y$(+v8tUjP>x6HGfeyY5mh-i#;|ixLCXzHG
zK`N21Tr|9;b&?dIT28KMy;WMLODQVl+%TofP|9l$tL~_K7K0~~9@J!YK0$H{FhxSj
z0pJ`7WfFO=$r46l43G|&(4t^p39;!Y?IdA=f=wlKVD(UJm)Ne1t4ipjpjE;I1s|ND
zEaMcsDq$wVw7&WJwAZ3G4J0X2w|i*pMyhxuf%qHA2lajyxh1ViXL$VZ1|=TH3=ejE
zEvs8d5z`9bLl1hb76p~k<aBe2N|K3^0Ak+%j+%kySc1zE<|}wk!dwN9N|=SP9cX_g
zvE?cHh|l-Tuyd%z$v(uVp*ZJ>+3~%3!iZqUb*U36b?m64U3@+=eJRyv*w1B15<mvQ
z5~4Y#?<FAx2KekWCYDV30lY_0&akboNC1yq@?1Z|_XRX(!fcBZSn=sC&y`<B&bCh8
zY-DI<%W2Q9?hYS5GIZDt$~HMswj}}EVl{QDhS5coB&Dd7Q{I$5u#+@hN>M2%+LZpt
ze;OI;m@558OPx&ANiubW^nf%rX8$Q_G&uygT|#t>(hnr0Q~|D#FhNO^B#cvVnuHaT
zX!yVl=u`ZiQGt#@vdVH$<+)tnVnBMPhLrwHtubn<r6Qd&hC4;2X{CUE$)Yec$Xosj
zRmh7efZLPm;adi%yY8ICtYci@<2-f?WIX9aUD%0up1xhA2%d*;x#W`e)MI$Zgn-}*
zvI&xh*@JSG_rp8!X$dyghA&B|9kCk&sfThssCo3vD<9l>9-p1z`3X&i6lj_sOXmfu
zT;Gr=!-Ca<QTGfJrq(smY;tMbk@rIM{)s9}EFUzwN$?O&v!?Ve{lMhKH;xX7_~e9{
zXj{{j4+L}WRjv;4-$yqY^1Y_Hikj_t_LNPcjA+c;c>Yg`hG;gsC_E(^iQZ2t@9p@w
zF-?MdYntBDdo(pT&lSmcj0uPk$IV0=ny%u|)sM>6Zhm`AlOabn%_Y?S<OJnv3yCr!
zWkr*Sr9^!+n~y0xC7OuduPg73_>8elf;(!OOnR4o@?5p}fw2J*DS2k1HBDFP=<1<z
z^$GuPY?GmTG|f5Ge)*OGjLLN+%7~MR=9-CGHJeowo)XPM@8!P3c?51y9Ov)8(s)Qy
zP4xj~tscw6?NsTWuEVtC0@MB5$IRrtP51fe-e0*Fy!^N(LpN)hQ>1t4C(o5eq71s8
zVcfzlUX9zozA?Qop$5xwi{9%i?>>1veO%)qVVe7El&x}<=PE1RXUf{xP4`nZ_sn$f
z0~*dY%6$sAjc*dXR?{3Qy-PoNE(cE-A5iD|Q8Uvy)H*qE(N#C)%6g1{Fuw5+U(MIg
zl$v^u4)@^6OGd8DG{MYtl;-{c#V7Z1=ssS#f18KD+GOA|O*2k<mwxhG)1>!&@*b0<
zYJA~{nfdFc>qK<@igNuA-~4LBxJsJqGqMrjB+vDLJY>*pnii9({EpE4-ls$`Wq2e$
zQ#qZ>Yfp#>T&1ZEl}^D!p6eYxdV*hV*I`PIn7PtPCOFA*&QVUv9p!5#gge5d7t*_?
zrC9-Zd<HIOdN}lwzhs(tAjnM#3$P*pFGxrQ0(eS7>J5MgB+OFEUr0!!3hy<4C@~FU
zfaww@Ded_ZCMq~x!UP4!N*Jf$012ZNjFB)>!PXMm6|4&|9-8Q*aDWtB6s#bjd>{#T
zS`WdU)>~e%*x|EmxfR(1MRGSYIQ4uD?kjVjNw&#*(cpbNanZwX`#-W&8-X^S@%tz)
z4OJ(4R1+2bhNhaJxG@?Rr#N`nKFN1-J53U)Bz4fS)#Er_(cYSBlHwlcg6hwujdZgV
zeHCaU-Au*hbMMJE$39IG`A9bI6OFSgZl%WgC~ls{Srj)>;|f)zc#SJiTo=jprK;vD
zvazO^tGGbm+<(h=Eufo|R2-|Ony9$D{QhKL$FB#?w#F&RG2q;rJWg^Iy+c#YQrtR?
z%T(NAjZ0VD40PGw<1$~-!y6(W<>3nzAEUV_P+T+q#S~k|AWagf?t7KhIJ@Hhbeiq*
zQQYsGP4#Vb5+v?VtwyIODB*6+AWm@~^605H#}ZAFs3bGdNu0+?lDaE3LRVE>PmN1Z
zTq})>Q(TzFMJvt=IEOJ5BNh4Y0kdg##a+`lAH|*3IE&&AXk4Lc%NC6*P+W$|4OMUb
z=eg#aq~}%fsT!B1jE88PajP;$<I<HL^yq6gN02U2X_f`feHnJwavmvA^u7IN%kvd?
zLE~~2m#1-AirWpG@oG6-8HI{o??BzRWgH)Mv|ggwTNF1FxtFD0oZ=ERy=cYt(YQ#(
zMQNN}ap8({cxF~#VBAOW=@MP$2}<$F*FbOc(7B4f2DC9UvJ`h#<1!U@K;zOCw?*S>
zCMhyQBNG)jpN~wmb)2M0lAg#}Z=l8{Dz2->MJuie-<jy!F-VhGl%%Z26+V_;|I9HP
zRiHSyYNz>jJgG_S%EKOw^HJO;jZ0A6a{l5pU&kDfxWDs^sZ1pti*&Y!E>v_M%};^i
zqBJgFap4-5t2iHx%TnAE$3AoXL_U?xbs?vIJYZMc4;tsAxLl31C~lj{$%T2HM$mnN
zr9imb8LQjto_GCcn2MgC1B}wRBo(2z#w9AQjm9M?uC~U-Db9NzKRey8=cB!z2Fg=x
zHk8Ia%roETEA{-6dMiK=uF?V}&*DvI*c@w0Y7LfJmS?h@Z-Lx>$1^GWD0)muvoL99
zSMsiCw#Q=@spy6!%^WwOp^#LxQmBM>4v$@&qW{V+(dOOKEJ4YC0J%HXW0t7s10~Jo
zO0y&--;g~O?5cX~(iOj`q+N`(%T)65817fk`-oYJ?qAZZiZshr@}@j%rfqOQNv)ru
z&DbwW>(L%?KE>m_P|<$?t;V(N_DpGJDUuy^h=<Iw4cS^!YogS$E3KvI{P~v_XOuK+
zF3qBq*~@!)QjDLYLrJyA&=yENL8%3!_vhbQEK}0#D4F2_2<{zy1??I|)3bbQ@n<CT
zw-#4PZTZ$>4oda67Pn~XndoqWRL{ll%REB!_R(w)XP!!4(YR=JeZ*;8!9y%EJml!0
zk@-aCx$0?LuHvd|T$bW28kecK+h2Mbt8UT4vuce?QhG;`bEs)8QIT0dV)Yf=sM*CS
zE=}X275A3LMJjHb#@QA3qQ?0k*9I!uQ6nu%vA)I`#~eT4)GL}f{Kq#NR7_Ln#l>Ip
zjkA5*UfzSb$KQ)hjXCe+N;VaZ(qism*G+?JxmV+5kQ$Tk+^96#lXcW8-P(|aY1R>F
z-N&&0L|NbCnX{`$_0o+E(T}^$(7%8qH~judhTf)(KSE>2GjQz5d#@6uXvSD^_m{Z#
zsfL`=Er5ruNS<quW-$yc-ZfTB+4>&X7Wq3tyr|^m0d*Ok=W1+<thy-A<!egts`41Y
zsT;#dci$D4TrwqJ@(XW;oBgy)_7nOv`stu*@6=sLs(u0o|D&Iz^{W469i~}Fp!M_p
zw3A}@(yhN!v47lY#{LC7{f~|!YsWKenUVP=qo*|MG_)?(Q@Vwxr!<RUXi>7Kur;cu
zsQ$S3R6S*ithxw#%9OY;DBTL6VgE0NQ$1B&a><lHPrcp9fAJ1fJsg|b_YqtpF7+bG
zSspUi7PvJFWT|}%P=G%Pg+WKR#9!il=SH(;eED4e`hlS1y~pD1%!L8DZF^DCl2Qv|
zZnM;w+p%Nw@v2kzk?!;F=7y9W11SsE+3L$n&9eoag+H(5N(Y;q&G3VBC&Gid4dKV^
z9e9g*FP4dUQYq#UPn|c)_aW$juSc<EGARpqO_x8NH=xEn<RLEHL6D6A6?v=t+U_au
zlw}?6evXFm=VjCAmhb0Zz$6%i#iHiI53RPLG5wnM9u@=X1xM=*6F&2;!QnB5#*Hwr
z!&seZDTRW0VvXf@9d%kQ+lq4ZdK}f}A!OhcpE_U_;E@A*XdmO65ojn4<~@^|vI+dH
zq|o5O)DiG#fmROm55|=72Vd|%KCC6qylpKDi^o*jw~|-N`Mu5HRR#TY3+8~fu2`nK
z=!k;Uct`~vagb-~$g*S`e_RW;TPu(BPwk?wZNA{c=0~z|eA)a!>*w3WnVPKT?xXXs
zmMOh@6ZGqMQ?0@L_~K>kHjiI2jHUCPO9rth_-{krGG%kA(wm^`IrHZaQ$p%b`4AqJ
z&AaM&vneL)glUpyG`~-%F)k-yA{O$FOY7A5?PEn7dVL@szNH;=^}SR-)|kJ)v}v<>
zh7#<=$oBR|Luo-l=LN@;mRO6$I?exD8pb~7w$v8Y{`p7+fDJI&j_1QtLs$<!CpC;k
z@b#%-)>0e!!Bl%?mWfWO9G~vKm0HBuDt;?%IBUyem$$O{Qb-&GtIe_6kMre`<xivG
zf};~eSOC=E^70p~gV*xgX~WoKzGy{j{~w?ra`<SL-s}0f6-~=8M;Vy%kUfD>DaV(@
zd<?V085~miAAlq^CJVn;-(Ywk7>^=`sStd~hoy(ZHJg;)(0|q%)P%!HYRq0U%`^OP
zdb_q)*TNeg=Wn%?vk3*+xE|H1$#0-jnrCQ4XM?hm4Ck#@HjNEl4MZBv82PZ5M=1@o
zs{(#^@4aW-QAoT1lRdJ|a73^)W(3J9=_h>K%KD*|WGZy6D#0VloKo4q|5~}NLbo$r
zslSf%E$_X^e&vtfd%=2Uwb+@&0{Ae##8wmIq{TbIbFMR1DR1Wg@^G&skQ2~OOlL7~
z@O}-)I$(@VBhf?6a81$Cf}^vC;jh0_uDu+);P&j;lzB^1%Z!*-+tTp{44iiwgS$+0
zHy!Je7LWJ1bDilb>QfmnmzuxaVo5Di8!Q*(vXnAG@Fg~lAAP^MHAu+heKK0ujmAa1
zUsRMDleyqgMeoJyAy7(gY-;ImTxWKV&G@gB?V}6|_5lUktAaJ*GuG6p(&Ig9;s+SA
z();|gH8Ih*CqqmZ#JmDuy!VXwFy*`(uQu7Ml-${sW*MkC=^Wh10Wgj?S{qoSH-@BP
zKn9joXivS;j3=xOe8IoC{8WZV{uG*`S$5JwQI=0JW9jO9esJxVERN4yw~a;fF!)(!
zcm4wWx99H3>rY!*EN}Z^DEyI*As_bfYrhmSuIBBGzX3z~yqq=b@|+KYDpy|S@wbx~
zeAwDA>0Vb$4*u}W8T|vigVqQB;~K~tX12AFq=!c`0wv{_^7R*L@QlphMmti$lNyG#
z;k#Tz6j2R@GVSc;Fcr=ZX1==%GbfjV$z%A(7s~vy2;O-T^Jl=q*Z-4h6^)K92fyI{
z<R^BJcm1?(+cuyBFACukn^@!LpEUnBAwe<;pd<SylY()o@>$F`eL5!a$zo*9r&WoN
zK6d*;Uh}i&UMm-(R37=_`S8!~2k(~AB4spm=3K2zqWHwkO{>N(pfIEWekvsMEt}s7
z{Dp$6Bw=tLS2m-0^p-|GGv6f}BhyxV?v|h?y?}&4_KPvdJPm0E0^=r&(V9E_=$7zN
zkLG(M>h1(2b1RMpj^`=cIa4Xw$Z`eh)zb#p7n+ih)+F9zYq-}ekf<&TO5Qzt>viV8
ziPDcxfl8%23suV+C-G74AiiQ-l`7pFRK*mmYq|OS^KC7vS%EU94B`**!fiEJ^6tvp
z%Q5S``Ml_6|J|>AF~rKwac5Rwt9|caRGjGO%6ZM<xiUU1E*W4-z}e1n4F0r9^<7=r
zRz7G~yU@_LF_Sc(XZS(CV9zN}^`+VNEYI2%U~|0z!c?Ew1vdj?Q>(=?nz6g_-*?%p
zmFMz@yE+C3{3yo=y&j=%pTNso;4~+Q_ut*I$$;799~o?OjD&UtTT2+H;6FTP_ZXkQ
zBuSZp$ydD5mjT13yoC;Eg6M*oV*xyOYaDNSO6d80^<<4R!VS_mBc|_L{KGHn*n2}z
zV<Z`o%YnLzxs6}@vJRWYD}Qx?{mWfn)%N;vmPa_}E$;KLjW^lTlHKKF_l&beQ48Wv
zK_BHiBUOox@Za}@d;LBW%+g{`VKFvw@9fCvM35KZLb};mOKlyNPlx^e0D17+?1UG-
z={lT^Y$t=oKOl)t#&AcrU*kR~t7gb5D_Lt~;n(;U@?KG~c77<^&%Ywd@(o!9CHsrt
z$sXLQhD?&Wd&LYW%;4D65d}ut8*o&lsn*4**43NIFYWQ;EB02Y-3=@Z-EvT+TXkt-
zJ&8%ki8YMp?u{7x7&0&hKGh=!!^%EhficWoLO!S}$*kg%JtdvYGM)5#1Nx;tFM9Zf
ze<1c&TKpx*tH9}VUJlxir}M%bzZyeuJ@jlG4o*YOm`hmO1-wbl=eD|34P`r6+3w=^
za>Bh%!-QZcujKZx1ABf3jL|6aG2TqQJ*DP}G`FN`dsEeCCZyiizZsP>{wGR%vkJXG
z5!2?6zpmo-^Xn9!=J<8owtuB{$aH@8YhUZt*Qsf1pj*wR6}@I^AK`cRN5&oo#>keO
z%*O`FE*MDJc(N5GRR@}?4f*&3BN$A)2l`qa)A+{6;k(;7+gd{#{?gUrgdaZPK-~);
z7FVZ<l)`6N-RXQquC2=B$tF`Yg?D*YtJ;Mro+Pp$sw;I0U-x58k@=Wa;@*cM;V(i(
z9~u+f37n&wclM(LdG8N?X#mSmP8aSxRC}mnk|_YaLJFOX3TXC+gvP4zJwh0uv1xGu
z;0@XauWP6X+=-6hHX;0p59z-BVSCLo<X+x9d`mh*Df*r?kzXuoT>EW2hv9xMEk51(
zf^zoS*F?hKXy}`n)0-bZY>${t*7AgRdxEk7HwE&0I=cLUdmS0%m<x<COBoHBpm9cP
z1|T;~UO-7`-c3_7vTTZ6YwaovF_j=`u=3If%%Ya-$*V>JsmW2QwJzY)m`R%~CNkED
zH#^GV2=~p=6xMZj|8L4O>yU}!Kq*#}zj3Uo_0|MYsWcnPS>AE$jaNm}GO*FUlGm5P
zAIv_!gJtqRjt^(uc&8KnZKcMe=Mrb3PW+=2krfV%0}&i(hVf@B>+#Yj=Xmz<H~Hd|
zpV)pFi*;1H_5@Y?QM~K7;a+nRP$YNlo%oDz8(3!~7~B0|e(u{TwnJkyV`IzThsU1^
zcf2~vG;TP$sECI3t>NB#Vh-LKC~KLErRxlO#+5|}foB+1URmeRJzbWhTD_#|Ia75r
zs>(A%IvyJMqf_;5mmn^*4aSvrHkicQoE~a*j5PNC)%n5Gp`pe$ap^F%|M&7<ya?W(
zko*57A3Z%?nw8r9?Ce!$3jr1ITKo{Og+Dr1$LsJQ6vfc?dJ%8<!?YK>17kFghDxa+
zpdy=hekgv$iG!M#27lO5Nu0$cGfc_H{LT-7HI^2acQ)mTJnY9nHjuafG4O>B#kKCk
zACgr5YZaG_9cU&=xz`%(N%9}Q_Q&0<{O*1~Rb|#kzwpsNw}vCa>YwYv5g`};+mpM1
zvGCCIZ9%+y==tBRewISm_?L#Kwc5tNCGUHot(27WNND4Kov*tP)d(jfs6+vd2?pPb
z?fDD)d-BP6S?&3GVP?hM!56(svq8K;!G$uFdTaasvVLXp<rn#CoYUyswmj;Oe|+Zm
z!bqO2@h0B+^4P$UeUPL*y$@WjPGe7hoqv6~dDw$kN{+fI8_eAeVJTGJG2sQg%9Vh?
zUm*kK!;U^4{U#^gF}(AY$t^4XE>R`CcYs|E+dt6Ckvl`$OkP@tBF_%HbS%GjttNkb
zr3(9*SG;;ZxC~{Ufo7l<jWLXa#8U2mt*Ou27m7I;#s^+=1UBr6<n!l<-TdygMn1=4
z$RrVcLQCLuemy8?J&<sY@WXu)4p2|A7VweR>pF&k*cjAQlb{|@leM&dp*FT2owX>b
z_b23cYnF6LtpKGes5Dx;4xV-gB2Fq{8_|;+IrTIpvaupRL2vpA<fx`)G$@HTyAfVF
z6(nlxNA4bd;|8<sg|N_B#Sb9e_(*sCDnq)WD2C1$HM_&v!_L2Q`&J78+GsV&e&)Zr
zYgpICaIftRd99ll7~lQu=3r~<c4%*2*Ki7kD$<VJUR(lOLPJuv>+WTD$}m>M-@BU{
zc%?IDkdc55h4s`~Lyeuuy!E|CKJRou+Vc>vGoOC1yEQ19@4eR~cqzzIl3}<Oxffu6
zm}-{J+*;Ur$n1{NCsy@hTlk)G2qMAyg^{x8uU4LsTaYRqSC|9pPiYT#5)Ytr=DqN=
zbPqjGJ(S2-7IuOKD!<Sl{!*x`uuYRg?a-$u&0P}4DgBQmG|XS&eecicV+YdcW@<bp
z2|-o)c4F={9u46^Q~16il)3)M58d~D`4F_waA-u{u5m{AiKd@U#r-^hzo@Ljhl9jb
z#HasR*LtHh_xh?W|KZP#Y%+i2L2a)du*fU5+wDE4oCJRV!8re|)YKBEoK{hA4yauv
zt_>DR9&@U<<v!U>yF@`}mpJEGT0wt4ch0%l64>X?IX|@IN!isKJ5l)DL1#0v&mDB$
z<Ng2k3z&<t=MFmKTk^ZvFxCI<+bXR!<(iK}fx-9UryXw`OeIe{Yg-$qo$#-q4Mt1f
zf>u9&+Tktup}pZ_r-Gt!ozZcp5!OgvK#WE#E}4`?SM(_*H>d+Vl6obb+`#0e>i#It
zaVM3^U*fo9YlUZm;Nr)fW>6gndkGu=cPrjBXRH4jsz-_QPIyZ&u3e>b3sb#RD<1ZB
zKx`mTM!U$(d2}gL+D_SF_5~Q=Zu1hV+fCJXx%a>Q{6C^<mN@V<X<;0As`La8;Em2I
zUM;!*{&efNE$PHFusOA^_=#s)GgG})3x02Z)1EDXGSVeC574Dd_c*2FNw-2t)#Ik>
zhL-%*0}XiS<K}D>f9Y{wc7J!~<B?YT^GBYnhLi&xd9FtC^jtr$sZC638jpTfyK3L2
zo+N5PRM%5J^I22tZw+{tLjnB2v!0&QPLKmlOPqFU71bVE1C|d%0Ht2mh@de!%#+Yq
zcV0vI|D1N3;$5v`r=1Ur>@_!%133rzNoU4VRJIYEcG}sD15U+v$X*?AG8!>^M0IIQ
zV|$4#M<$Mkx$=8DeoxGp#s)b8fGIh#mDV_;0fh}fPe0&XLc(}2LCwYABBvj4a!jQd
zN??mdU>0Gn)gHz?;4B1Ajgb0c0%N&siKuU7Dc0W`@wjgWi1MY_ZuYm>UyAi*i?b`1
zX0;hxAexk6<10U@52o{vE`dd5nAmB@o43cyiJUU55la_0%CLAgKy)n2Ld3dS%tuTv
z%fd>1S-VJ7y~b+Wm)9;TIzf*Lx(vXF1(EQu0H3oRk6n;k-g&-2d|#F|b+`)T{;M(E
z5W+f+=x(trfy>R%d#L32FOHzRBgy~p$k`v#{tj)n^ISDae%T`rQS#GD{<ItVzhcN8
z&ZbIXyHfa#6s{Ty&MrzW&jER^Wcb4|@{y)&NFODis_ZwA{WXvMU?uOX<nu^=UCHg`
zo#T~4W2G>H6mA^EHz!<UL}+;yUioQQQBj|i0xUpR(Z4)vJZ51X9HwfPJFkl59ZsaI
zp1fC8=!Uwf`70871isTO_ZO+k?@_uhqeG5}-^;U*CRb~jHk&n@+YwrPqm$kg4Jv@m
zYRzW2W|OJg7#-J8ya6_jKAMe>W-~yyF*@@SDZ}qO>8USGgSjrVofgg4QLWA8bzerm
zb5a(*6<J`DFQLpvfo5xl`zaw+Y-2$55JM|MV<%`fjWnA?-NqOskHx28;|SJl3bbUy
zbsJ;g>>%Z0jZME{Ha6dG=KQ|q>pbP6ayG`;Sn?&hRbqjTg_>b37`neO&J}XCdj;gi
zN<%}YHhPyU%_DS9dubYzZA+>?!Z=d(baB-xhN{CT^l4LfQ*qrZp(QfdWU9VdTy<|r
z)i+JmKE+kjq$>UWY&rh>n7U!bb;p!+8)m9Lq;hyx+cqUtA7XuF4Zba|S{YTlsdw`(
z;YIzeshe3`_m7YgHOMqoXJrR_u@+X=MZ|ftVOCdx*zV0bSsxaNJMhVvXyn5>!{j^#
zKbned_|Zk&#*aRtQC0XDET-Vcc(JW2>&`O8{i-aGEfSTgvA`NrY8ri<iz$YM-~>$P
zrI$o!P-q=hT;Wblk3vXs$vIO}x~5oOjRn-W8C=Zyho(lpI8==_vBLUrzZx_K8r95K
zHfkDtLZh;LA>$BHh#yTwWOexHA`<bVkI2H0!J-g9#*0Wl);%~ls92=4L7pt(Nprd%
z3uxsEET*x+)cCHrWPvI9QvBuzHCkI-p}(n+B&yn=mg7Z3_^8pRxE?e0nu}33)|ENL
zCL4>etqH(X@Lv;1e}>;^Y6};?*;qiG_SJ!btrH3ITzzb)p#FBVhg~FU__L3EYDrz`
z1pZ!z_|Bizx4V5kV@dgkztiG}Zm3)52>$@qoV5|X0$4N0Csk1Zuh5ifai^BW`IcOz
z<Qa4g#-?*A{JILB%fRE6)dp@1LEt-$ndCd<{8mFbS7hNh@-mZ<N(oX4WgF2i-W45j
zB>TSr=CE4*tBbd5uq^L*FG#(QF=gb5cEPN6$jgwTaYO17+IOX#sWJY(;_YD8xeVT9
zIw8*f%L22{2eW0&w%!NxQ}bfFT6^n?IUy{lW*>~AUze4<sR8J_K<o@*8`yiIe<-ur
z)}g@g;&WN<LF$ONLs>1>LVN%pHSLv4IJ*SiRjFb4gtBh_7V<)U;Y?6YmQ^YeS)G`T
zT@n54&>ab4zMX{zCse_J8A;gta&$Pel*Ki%-_D}h58^54H{V&&6V}to9U&DJxhwji
z!@4mzlEmmR=IhnL)TvrU%nxHxtcS=6V?9gXsQ~x(e70HxS-uFX#p<_;`v=;KZ&;<p
zm4{DQ0_Y#rC@ODs2g;yiBP)5r`g(~hr!}Z`o<$iy!d)OLwF2+p<Pm-k1Opmj@K2^y
zHprRf<c6|TKln23I<u7{JD+kQ^Dh=Cyq>U%RqkL}&`F*p|4~=5@iw!G4<ED2l@FML
zbTO?q3mV`D^}zyAj*#~y*Q_GA-<JUYl8iI|F?Qr7*GACknQ|1r)`72T=k+aQhc~h1
zcGd^Bv#x_aurqcY7ME%>TU`sfNLMcUnJ&&j3zdu6;6h|RWDUd%;cQ`WYs{s1r<T7W
z$I{p0dN}Lk{{*X}`rEEVOUkMda!I@t!D3&0p{&{CG(Mn`R_F`W<3FPd>TyHprx_Td
zU}HIt!Kc}`BG`VbZ3w8r7(WA7U4hfc>#8_VkJV+v#kG1Ys^$@^C$xMW>)p~GH-kjG
z`YhGfz6^OeSIo;XaiKn|8`TN4Q(`VIn0L_v|8k8nO~819*Q1!}`5Y4OmeM^pVDG_|
zak>F(!IA`P$Z9oA!n@n&VKS0;w}(KnTs@1P8U6U|*)yXPx@Grkh%3oVk=BT9syZ4Z
zG#)6fucatEx-l!uU^VQ~gl%JK;;$yGmR~NqZ(XUF`+=fiQx;^s^`DqLlZA@$P1zvU
zO*osfZk0R#=Lxq^ctx_;tOZxZyhzp|c=5l_VA9%Gi2jBb_qR>_7|ABEbJ?AmF@Gzw
zXAf+_+A!M;@CE&l4HeAy^usgpQA-xa=8A7xvc+BO_rcqa;@<3kgBkX_yeTv7A;eX4
zTQ(Ln@)62uvMlqTm=?u?#g<lV4@<~SXbtm@?X`a>?7?DT{}r3t!1-{NIMs%|(j@`I
zUM?QC!=J^%radsj9>lPHC@l&b_78>~YwH848G}6YsvQ64{}f@Jm_MxW*0yYBy-DEJ
zI3F8B_93`d4S0-B;hf4u`V?qKPFuFIqvaaiurrp@JlFewVHo)j8Nk0E0yBf>5kw#+
zZE6NR5Ubm<u!cSUe~VN1i&>l&SKF~zn1dU)XAQ=$xl2L^PCn4&Uf|uGgS%@p#3D>S
zmDX)|c^LlDrgHnfho;{uvkymZ@if&dgbxafh5Sn#XwMegE}E%3&#U51xJSiv9F%z&
z*L}<l%m+q<XJH7zR>(2%0R0pbGE?}IM`*O^DkdW>_j!ay&*VuV+`Gtgt@lWcG=7Dw
zO7`V=)7@lIrz31ev&7_%tf6hGS!ZV?^eDQt-IZfwsyNz__3-o4RQf2DjlvGMz1btt
zwi8S6Ta4aitDO^-hOg9^B=S13skYnqOpPT<WA<%X#WS}^W~3i~)u^JujJ*APgKol-
zr0R1IeN$x(gU0{EV4rE=EM_neoBRZFC|R>5rbSvY3pDule;5oh4Tj$n`(s%1O1Us9
z<-^njF(Vr4{jMA`*ptozRfsCLWWC3UQ_-x4%}Y~xs#Mn8lq!XyOBa@4b6_M@@EX@;
zuT@eiW5k&*>^0jJsDYsprBq&bOE1U7<gU!_h<88V=s#|H>UteL6sv3a|1iih4ZeEL
z;DPJ;2oA%bCA>TMoW<e)VbRa9$aB3cI(387%A@Pzoo=kHZK51HRLykN$iHvMM)ncc
zy0J;NvuLbJwL__lP%2-FdEKE@tu&Q<rE=&xd9emu7eO&B)bZK%=UdVOa#dq6ic-W&
z-xz~${0{@GX;AJtgP8weaQ23ZP%6*$llVG@b%gtZ|Hi;LdV;Q0v+CWDBVfrj*>c#o
zyuhZ}MrbNMl#2VRREZY%UtnQ=Hn=A-qvD^j-i>nIEnukr>FwiX6?J>CVYUx2v<fgm
zSvOGD^F>w<W^e9u_4%5tzvijQMoM0<$t7{N2lEY?Z0aOFr}G8r__s54I-?FQK5&zi
zA4;h%rp2<Ct*#s5SS;IN`y3Tjp1CT|HkV~9my3^jvSwkGFF&8>>MNc+H(V2)yRjCP
zw!mIfUaQffMKAVFsADU$+<F~Wk=byy%2lL%YMH6X4oNLDTIBbFlS(@%f)PK!B|G9+
z0mZl0ED(OZS<|rf1<xl?50X-Yr}0%xpjm}C=g9D@#fQDwLfcc+P%TSTo>MN#mKBH>
z`!IXh>zAH){1}2M$CfMNy*@0`dfX+B_F;=)^VGX9d&?U9d-k!u>?-ri#Qnv6cpXsN
z(;XHE`?Emr@)yA~gPY#8lh`V5^k>KX3sAoT`~eV6|KKmrc!4uOT#RG;ZA*SLQ!ek8
z#i;(POnI_6_9B~T-}%e)DR;c!Nf~axzQhLF-iGi-+oP1Da=%DNBeT!F#QLz{KYm4>
zVn;S(7d>9I9{}Y^{`vV>RUy7=mF<F<JAl<_{x3QzwlufV42=u=!FiA2adBb*8(=F%
z3CQE+1eN59pJbBPvwO$GKHfTVhj5N!{vvfCOAR~u!}IwJ{K?~X*m<!cfdz>EgIK7w
z)_IXQh;_0}hg6J8Y*s;@os&W0#l=Cat^M0`&$}J;qsQ%V(P}VcD=?56PA=uBwsJH_
zWDjQH@Q~u-V7493rAvpfb{&Jif8On82&JmGog(PFomr<nM~HO6hO*AK0%))iGxDY!
z4^z&{<d2BghC=df&psdJ8;Go;oD_LO*;jraV_cQ|Y~?6YtQ-b=ki}x_Fxb`K6~4pS
zIqS{Mvff3**_yD}@1FPl!x@k7U(U*UpB=$M@#fqJHr#eD-wd=@1sZi)X1pi+?UAet
zW7WlhQEX?}^lzW{{_K>;d#N+%y$ypFB(M(bv?x8At+UNPZTh#|k`?hfDgD2aeR?!L
z94Zv|$1vZ@b5DAF%@;mnSulG=G#<+$*camEv8)N}FWv<dy5$6_;ek6JHzvR40i<8$
z5KI-v#<Du>s<<<j)wkZv6E~-@8luH3%pUsmxM4^qvnC!xf|tbfSJ){A_aeu!6c!~;
zjAL>3HmF0fXj+)?jS-7rU|x3H@vJv1Ul~2aYiT0kAgjUqFDV0$v9`a;Vnc_a0ohZG
zWk(Eqf*nQm32cUK%`sqAU&pBuMI4bOnk&AV00Z?O@#_TEmfaE6C$cGc3uhwK>o$6m
z^VNNkIT7mhgE%meHDk@Q?@eT@t=0-hM9LI4${KJGtI*!wFt=DX!=1&l@yZo3Q`xJw
znTO1DmZ)?rPMOXi@#|D}32)@Q#`-arsPH<g>yx#g3`VKb$utrDI-C4LD_~3RFb~1)
z6P59?gZNcnEK6$!hOb<4|8*9^U^pbQ)@-Thk;qO}k66eo(_2ITKZ51EJp8{*jfLXY
zG`M#YJ&kQ)qr}Z=Y=Q5UcS~w*5lPco1}qBj5tJP{0}9IW#H5*Q2fHDHX0Z-F?e@r|
z=pGdOqk>}mEGDd__KBidtiEG5O4ZM6=Vn9e#u~`E7bWUf)5dFPJvH^dsIGniM!zTR
z0EDVU)qOIk@?6W5{DW@sw}lIiMhzPwK6``hVr{aAzRBuXt(GkD?px5;r^T0Vu@(`5
zUny0}0)CPxe<ikQ7tqS_r@O_<IV_^GV>ia50SpgY=dkd|55FX1x_)-=K<Ob0i@v0v
znwp<5<>x=-q@Od{hv%@Wtil0wO>d!QJ@v=mWTxX48u0}x!gE@Mld~(&g~1AksrvKS
zO8=uU#$3}dEZn8TSGzw)qeyXf9*g(N*$%v--VrU{Vf9%{G2$H-TJsf<sPQE&YE$Oa
zu1DEx-eF%^*}K{O=fh`r`=79m*Moa&avjgZh!Z{~&vfhJ;#T;c+IKJA6~XraWUI$*
zHdQ8y*oCZi)tD_n$wmi#{;bILx0t(-4T?#?0FlK5tog*W_WIueR()owtlcbnE@ZW;
zy@5exgx+A~s<RnyYWRuK$!uPgU*z>D@0yPjx07L_T`lS_Vht)3faq44oU6CQp+&4Z
zixblpv7icW$v%*5K)^?EZz^Wnt%gbSmRV+&%XuQjWkl{G=2!dHCXz0gx6Sfa;J!?3
z(-2Raylz9$QpBT0FuPtBp^KTV`efNc>aW+aobV$}(SISV{t1g&nX0{!k}a`Aqg;>0
z8;jY<evP2fN%MYy@Wt;?$je8S{<Dv%GIXtc4q=Sj@<gn~xYF_KqSg}DC1wM4rra8(
zCdcAo)3^+4ktfeFr8d~Q6H4PV2Kv2>(+2Ir0T;AMY+eHQ(}Ja|IGoMo(-CKgQrWmF
zg*ERd5xvRz`om}RSM-c66NdsSBXqe?LUIK#1~PHKTgnp}RpyJN6u1_yiVZ0&z;9h9
z*`t9c=+EM03Y+S%s~kpu2u`-idq1RCTM1%Oz%@Y~C1{F*Ihvrp64+2MS`#!<f~OyV
zAXXDJy=|98x{8vfnxwfh`Bwb2l(n?lJ{FZzS+nk~6#X_d$XVuU7pm}bXutFF6$$18
z=$>*HYjBLdUdOMW!`GDG@mtjo#Qap|UwSnpxoRNu3*8}Wlb}`^yM##!?iBf{u&KE(
z3R78~3Py*$D?*pC07oE<dgvCTAJ$^KKg0JLi>*H|Z}g0+dT3BgI38?_)yzoYC5<zD
zS23Mj!QMwF9X(Ie!ZZsb^X<?O!?WS#UnsL0;2($w%UD;x0=yVEc`n8%sILnitfjHf
zx_V<sbu1_`_TNW8<`F#u8@?XKeriSstebHKh!)FP-<nB~2>78KN(}rm9|+hJg@~`0
zGhg^Pvz!Hm{<EHZ8^v%*XtZF9D8B-Z122lm6)>*LuOnR)dd78kF=7Q<=o#19Yaq9i
z+Q>4-^#>@}sR@j6os0tdOC+*uoyNGHf&%!LTJiQMg*3+X%P1JH2|VMv9ZLFY5@TG4
ziKKM)66+_<rL*RqVZD2;Hmr|9kv+qD9{@G1pV3zu)>q)G9M(No)3AmoU!zyDfY2M@
zNSiPQOK1!Yw^+Rr26cV0cO|P=(HPWwg|IJU{yzOTc#4V_Ounf49<w=8u+(yH9El3W
zM)7)RrZLuxj$5K}M(=euodkNE7zTqh10&NbkT^N^*RHdspr}%Tjp=)=k<AAl^gZ`H
zuB#||k42OY7SG_RU<Iqc=*(Fq5wM2&usUKGhZhp8>qR<eBRoH8d0RZ>tVviG^)r^4
z84xEG{;Y(2eE3K`=B_D3%=@erJidSXeO9yLRk?J!EE!_c`z*?95yXR?1#No%6F1&x
zZM~v3>Pyi$gSGIoXw*zGHG_?=^4=;k%)+9VT_rANfU`c5BWJlHY!y7I|5UVJ1&=*u
zh}TxJZt&P)*DBV?YUQF}6&qD!<9n3yar6=MJ`4^#&Jg-X3>B<F)I}g6yIfR=!|$-P
zdhdz$!5jNIec<YcrM^E-viNrq=*cHN+J{HCf+aFYel^_h<Qxp;Sct-Q;8>6ie#?}E
z6qk%LC8a$QYHN%sxrxm+y)`r?`5sAbY#GSCDi>#0vmo|~xV@TQ@(WzULaWB6Q;XoQ
zg5=i27DkDlYoJ!+#N0LT?9DAUuVHoT7z_BC6{K8vEIJCCTZl%U)qSq`dku^6426+O
z7lwizbd8}<ZlxHumURi=3>AZSuGO0c1F6RGSy&XOF+BbdxocUNR}p5Y^p1$TYgrHW
zxoEu(KE{f7*0C<uuyk=~9h({cIYhkGA5_z^AqTKu;pc6DGd(%RiXrR4<#^0Z=`|3G
z*RvkhYAZzkdiJvIx0PgunIt(^W4D5@38L)=7S?jnax;@&kd^x%nx^F6phz(d)1B*-
zVf7Va`37e9YOYy66kl&(lh|WX=L6OvaB&*=ghy8Jpc<-acWzLYO~v#N*qd<Ly!ioZ
zW&48?rr%X%IX5bmDWcVfEX=WV8D*7;iT0CmXz;i0WwE5YCt-@__!t4oYTA)$2cv}?
znD;S=soEU<O3BZ~B>|@7zzRn(qi3leqmMjBl-gBOl2Tl95+p`W)O9IX6E$&qRH;oL
znohbai9`KVB3bj2g|+AoUf_j!Y7n^{TT-JIYQU2$ycQ|PE~pV93GxxCnUKakt$viz
z_myI?z;xExEq>2r9c<Sz{j~VA;I+W%Qk^wTL~djuUhgeMS<G2XaG)5rkwtcyrK{gk
z>J|tLJ__K<fw_n#lvecns+a;a4b$9Q6Q?$^i?+eoDMr*g%FPww+{EA~@r%Vzn^-Ha
zAD5WX*NA|RSa?7C1K7=Mu4<ge?t!5zaxti3U>uN@?#OGP{i0_@>R<l8)qBCb^Ol)@
z9-S&m$6qY{h&6P44q+C=oQJ=YbiRGe#p&BUdR3L)$z-^A<{R5S*`$XM)EEU+p083M
z3t8BuSPkkXYW=q*RhOEoqf(#M*L5>X>W(sXTV{{=n7z)}QE~bccxSreA~E<=796=A
zvRhEdV1AE-%yDM4W6jF|4U-vGMsd_FA&bPvpThpiPn`M`-WZsZEH>VRS5%&T%4)J0
z5&Rje!A^*%&zL=7_Ci(Gw77aWHq^T{_mL(D|1ggHehK5%hk_S-Zz2|iMukYD9B8Nt
zU4&+exXD&O(KNzZHkzjL<L{yv|5DPU)aaIQf4}YF8G-u}u*2P+4iA7XalM0@I7h2R
zV7c(!%)-i62B#;Eh-Ep<E{1MqffbBpK0?gh47V5Oi7z+9N@|%e?tKUC|7SDvwc3)!
zh_6|YsI!GlwyszxcANpp<}J*xnPGeZXAE`0c|&01Jei4&em39Jq>seiE$rn=9n_e)
zbnclrw3Ss4v|zHTUNcc$Eu<5~TU%L#C&&N9XIoj5iK$Y9#!V6Ik)WA!TpQ_ZeFsvA
z(MH!Vpk<VqF7e}NCI{kF>>qO=eql=B>EP$^4%sK-;^*-0##r&}b9h}0_8;3=jZy;^
zJQFO(T1$-H#zHC^i>Z4qblItGtftt!jg9u?y+c&n&U!^eL$l5GaTT?q#QGTK5c9V)
zdzH@60w@AaSf!H0j_vFPc1t{jo9XN$(di4gZ9G~eeZgjh--3wd0{N8sp~M2YL<H`D
z1@cqS1efX9C6h#t9pLIEv0?|@%C9M{im#8G#lK+H;@I0}B1`9$SRYSNmed4ueH<YA
zW<j{=nqh14b`~s;?Zx#hSRV7{fJ?PJrbY*Nmd6#M`A+tF#ZGE)_|Fla?_@1)VGtE2
z!AvZNXPw+8{@w}e<jJ=vI~r!oWkBlQH{c%zer}!I0LsQ7pu!GE3pogyVGtSwWIrAK
zN{N4Q$zW6RbZ+r=vXd#gg0(i+pm0-iqPV0YNQ|7QXHH;oWaJM#s+7|ucx<R73zfuJ
zC%*xa;e}eZ5WEyyCqF8wF$OjCb#gvx=<8&nW<mvSiYDrnB+95-CHyy<WwH;%2fJaN
ztV5kpVx8P63U|Xg`Td*F0JTo85;eYLk+!d}wZ;Nxtdr4V^p~JMT2qh6UiKv`&6*@)
zAq{<FL45oM<kgra0US=o_$mE{aDD{~<egb&*qy8PFnfbsoGuqsE4DuNnF(4rkDv=<
zeSA~&+QVv8FqXoX#cO+5UB|Z&Pg@Fidd!Taup&e(xfI%fGm1w`;g8@&)ov?PTAP7x
zK`O;mx0<Ss*~OQ_+>*KuQ+Ggi$7}|FAmOI?Y%g1GZ8%eGJPkJw`|V@ZtAtF)kaR2P
z!Hj2OrxRA0ghkeJV%a{{6lT2r`&b+6)ahsu=&<9Ik(MZvlq+Q<Qge`Mdju9B`(IGe
z!=8#J!6oeKfKt!83U87<@1QMFzsA<b1x;Uou~~4ZI{@A+PLCI9Ik0PPB+7gZ3se6@
zxiH0k4fjgE5yQV`^MV#n18p@~?(PXg5}iSQO{dGHs{DR<zjx2;P*wG(*=RU_0)*;-
zUZTf-Hr)Q(YskRs+@5v(b4-w6o-6cqab!R1=ha{1j);&0ETsO&WJvqPo>W-eeHLH}
zOHD~rkcgtm)<E&j0hSyV_pqx>bV05UYToax5?AZ>2odgNVb&T`MGq$n4ft;gWP<HV
zi^ClZY#`|+-YeoAC%k-oN@O_M;OGaSBu9=cXDmAYy#yJB<cSg_Z7$$kdk_wYQDVqJ
z7U#Jga8T?z$mX-gqGc|NgZI3WbJ=)!w0k=j7Le_t<smi>9$2kC1Z&aRi4fj%Si6E5
zmprV!CR!YZ#bFs}LW$Bbl{hi_Ft~~mTMpwxaA{S1ErPwv5m<}1O(3f*v`U-=*O-qL
zYNk4V$7BkJhUQw-PP__+RR(K@!IQ+QBW$Ag%2(BWfn0RgO;kAwH#0Vf?njxOJrU!M
zvezpZGs#u)8whQ8Dd`dm(OaV4H_#w4o>HTMHB1cr25t{bLP}1K-jJ-ey2P21ztN|;
z?zA=~7d#Sj8f;1q6_;2+VoVoQ&_mEN__NJ499MaC^RbyfkMra-*CR<n$pMfUUZ}ux
z!Ar3vWL-&(p{SuRA#b6Ev4q&r>jce)no(CQJqEkyTjJAW@G?R$^-GD>;xqBzF_`|3
zzXGYM)nb{5$YXu{S75`8+22?#g2ss@d90>adriM6dsiN-%o=yaq8SFpa&dYrWN9oH
z<vq*APvX{b*4pdf7&9#Vs`3O2cO>EDw%)hcauGBd)Z}te-f5%~gSK)nN*7r&V0q|}
z$Ewum@=jyx8wj%hb@W0VW4-wsf~3ZXvnN;`$3)0lTXc-`7sYuBdjDUXm3pE^3FZP>
za)DX`oG}1sf$9Mf)%Xn_HxR#jX0;I|b%Raa``8brYV(q+_pwOwvN-mN82K@)m3{Xl
zyo<|*iZ-X%dsdM^i%wZ;SzU4S6suij#z?fG)hagOndn>=4rAUytfFXt8t!`iD<+(V
zlglBIc^clV`(wC_FK0mV@*PsNP8DER{^99LTBp)cDz#}A%zWNK8d2Ih1&VY~tPZX7
ztW)$`1JUU__AW~lhrWZ%xVZZrye3g$lsrGRIK##Semeq8)SUGX{5X|D!=*Aqd~t?F
z)%|Z6bc4Q3xq(piT0V-RB@F8_T->h#XRuoNEQWOu6Y^O|;IEjYT6OxNjXFYg6(8oa
zmj}G2i7yX@7%ym@bQTGHXO|0v3ObHz@9FwaO-XO@!dW&8en`CkEQ=7WzGr^cUV~S0
z7G5fR@H27$nAP9*_y4#d{csTKz%BY|-^0r%=|X(Z;!AxzoVqm_aOHFGidpGF!si-j
z{Vv9yW3{b?cf^u&te*AB9kB~OSp{+79Gu0%#54S8Ey8|)j~=2se!M7N{Q=JD@gn&L
zn1zR7zVwfN!|5U6F08pw>+6H4J~Yp5>xWMw<!ar;RL=DrOZG|S0-7ZU<HOZt%S>M|
z$#vqLVx-3pfck|2Mf2|?xLDvuLse99IO#Sr=yU@eBTn8BPg3Ts(U-J111ZiT3pvU6
z-0CcP87}mBORBz6E-z*Y9QQqo-y6~)E`9|bZ3Yf8Pikfv@OW?nn7F<bdwyhXo86D6
zeDX2>Yw~+8e*Z;&&&2Pi<#%e;Az}Xs9)N5G$`~qCl8F%I)?3<O8jQpQjp%`d8g7(J
zYb3(eFLw4poBE_&Ddsaq3qlFDG>Fz%R7|b5!2m(IR?`Sdm;s^2@TcO|Ppq-c1#w|4
zT%sx!-jRJbLp1prei!_{?4C>Ldoa#+>WA0sb(<&327Z5rHnEybWz8l|x2d4U+y!wA
zY#dLZxrXmt%uvNCt=ohtn-vtG*d4<}{4Jsyu34I|nVPS?l#6O-YvoIhKQZ<^{BZge
z&9I(kI7K(?p$z{KThBw{0h-N4$jfc@+=Zrb@aQGzRQ<<z*_gbX=$D~ib4@s1QgxZB
zI=Z;(CPUR>6l%1o+q$^!n})8T+S*jDR9v-BN!3cGY5|QK&x98yRc(|$4UYn>glyPX
z*%yDopY*~TR2Nw<-xpQM9`(n^zcG8AFkel*$Qt`5E5Tkv02A8wi}0(a3gY%f`0;C)
zX!IL=v=&qFqleh`oBVz6Z}RuOzvJ(FUo>h+<3H>r2qBYzcj`bPJgT_Dofka{At+gJ
zG!|ZR8WqlJiw}Qi-VDx0zq2>2mHLRfmteZ=AYv}Dx?a`$dD<2jC*Hcm_Ei|!pR5ND
z6LSk#c=o6QSgdV!_<KyT@OPlYYyBT__W~DHwKx8MX3vN+5~-nyl8O<Ep@NaAk%^J1
zQK^xsk%^Iskyr9~q3}W`L|&5odO;I23nJ4ZQ6uw$CPXG4@~Cl4JY=F&YGi6K^Z$Hj
zMp2)0o}TA<o%8?sdewWawbyO0z4m4H-pp_UYjBH_+JF}sE6gDr*?+DuZ!!1EfA55O
zfw@JKi~sB-Ad~nKIJxN{J>g7H$!n^2^9Heb?KSC1uJlKKFgNySr2FNs@^d9u=iOX+
zzTa!yZ1&QyZ#&m#sjK%o=k}w^u6v*Dv>;Cjf1qP)<?SCh<?u&XKbRjg5+0C=e1~qs
zCYs|>SH!~^StNr`nr}0jIn(@j*^p>U*P=r*fpBYQww4d-tyKLJL;ki<e~du?p0SA>
zJ85or%ZW&L4;rk|!!#}M0QpDrK;yvg^7N0qR`k29_|ZJO`&*jNy*qDxz|L#o4}O2;
z^nYB7ts~LBod-NbaBkr+HsjYP%^hX>DRb+alDy2OF*ir=)K~3iN!BUza_dmmUJf+m
zgXWV}=CD@!R9HVoU*FFIoSL0)zi+KFpEQ@sn$w(ZYxDP<HV1m?<HQT*JB>?s$xj#9
zGTCC>B!g<qUikxmH$QFhtO~U|Ufsc;07`5_qlN6f%=`2CT{Lf}{0ILqzh;>G$k%mz
zl3XU2>dZqLzQ*i7Wx6weh}|4(HogwlobBZ8ICJCt;|}wMMwV@X?u)u#8X3<u3J-Ly
zXG<v^WxgeUf~Rr9Y~0*VvbemERgH}h^KRMS*jVoq-u~*)G`(GeU!IDW`CdkQ%gNi^
zw=|mEYFP94dKtaUJ{#Lz&HbvsEBD{U$J^*&ej-2I+ek9ZlE1ZyG1ly}(C=!_xZ7Mg
z3*_!*#!NGRRNTyX-ZIV4+1*x>+`;Uzr0d*v`A^+qL>hVp+T56FyyPq2G&b&({w<6d
z&40f2YGu1yx+-hkQc}GPzeZ=eayDLei>s^obhWp+`REo`v)|(^$xl_ckmlZof5U=1
z$=<M;+~;is=jXRHnrn~0Zlyh*+3aemLASUX;dM7ZdR&sf$Itk{VrzFZ$*%Vtj}JEd
z^H;Vr-Z1VM>!q3X;rL-4y(!;bJ!CwpOXe1~<5E*+Nq+3@#$v0nx}jdMx6AkGXe=}b
z-_$@$J4>E$2ERPjOLhHx#Xk2Xa)ow#mwXdsoDccMa<xRERfGJHxvK5I{scet@W?6m
z3u^pPfa%nl{Bxa*KP;@~PhE_@W}n&ix+@J1b!hO*Qyb)g5MzSv*d?N_)jQyA_(@0@
zv)^%x(NsgtWzFyAM)_?+4PJ(p{0F)jk!GKuKd#ngcLw#@-O9U+iPl#y)Hx(;Do3ZU
zLyQ2~*wL`bGyVqm+rx~TW#d`1RXY0{Ir)?BHcHLS$Nzq{o(C?v`n2-*rIGYu$~}gk
zVg6MX-(#FHe16Y=rHAo}xp{KU)%?-Fx$@`MIP;J0MgC@I^Jn!k`gs^>r=)zG5t4tg
zkMXPFv*+~HQY+55N}U(S1N^P!u>78p#sCjv|1nqoyn)6rD=%^0^q6svIV%6b$Bd~B
zn*Vm>YVqQuuHx;F%7JL3g*hkx$7ti6r!jWFct2(YE`7#m!k_3iea46}Zr?8xo-w}f
zJbM4t()WDhD!ovXuHVk50@-4>7R$_0#+QcuE3M5p|LIsGS;zeEqjk&|7GJF>?kiVC
z>{xNeM9Y~yb<*bpKGE!GXEe+&j5Ahisb|M%DbFvjmOADPetD|9eD*wB>bYHYjwP|P
zZ<C20hKCFpYjmT~t7Dle&8rHp7TUhY)l`c;QXX%NxAxm{ZK+A)jCk|Z{O`sY{4xe6
z7_ALs#SYmx(+HKI3C8U{abH}mswYKt)-9G%6Uf*6v;3DQ7)K1F*XOSMsgucXEx4Nh
zh%@-*sZiN5*=TM4RLUo_$<9cNDMqhmqqfyKQoc)UcIqK_t_d=FigB067Cl;yk(E=7
zJNu2u*Sfgtr=L%0`0{3r^ZGE~v3cbt;5VnDKPB~b=Vc<foF7b^YMt&vd-A;!jUE=i
zB(3cAC(iayJ<xyWaYMggedlqm*!V&4Ei&paMqiIp+H|(O{}*G9&pc;S&b|97XD{@7
zDSA&c`Wj6>mZh_dVA(LuxMXbIB%jYV0_B_O906bcRQ#9lJsr-i*nNgE&CI*3AI&tL
zXrBAAcHCLp>`yev2aS&<c7oBoQL}w~1KHCXoD;xLX0<h}GBn8;VqTV?oy0+^b=pV&
zs@owlIN9(w_UCBtZ<EEz#vQIzcuNYBjXBLHZ@Aj%Ls|)qzP&;2pJsHHS+fiuPIqt3
zG6KzdyL-0rf)W4WHN77=$MDxB33H9K&f9XXR<!T~S4BT+lJf^@uKw&zfgZCate1*a
zMoZTa^i46|HaDE`Zk=Q2skSnBi4l<RHP7hn;WK9K)e7%@$5r7H8JTX}YP4Q`P5Gti
z#$>b6BU8?9Fj~v3CPst&P793rW@Gho*WO;a(D;klXs|-Qc*nRy_ReM$-d@ax_;6MI
zs))y%Ms1ss%jz6wTA%S9kh&)-mAB@;KlKwIe4|pG(`u5mTVg!X@CEV|?Or6K78vcM
zU9#cfpTvhuegWw0&2R4D6K#W2-Ya#jc}d7Uakk6uB}P`Wm=)J2d#%i$nqgQBpL?j$
zz1h8%yVf&K-dJkf$8VBLpA|-kHF60@TOAn*5MxxUaM7AvbJV=!nko7ZSuMsopI4S%
z-%=OyYw_Fk=|!Xbnadb3pWPW(TV3{+tJSk&USZs)e}1yU2-Pdj6~=3=_tEx0ZEQk@
zye-D_`7>4;y^P@6MOUjUUF@nZNWFgR&#7V>Z^}Qu%GhK!|C0aa+r~t5^X+eFzWVVR
zzkm^zr$0A3%Kcf!pkRMp?%FLbID=e?I*aHpAL&hg=gz!y303p=npsAaZGbM;Uwe9b
zNyYpQ)<*NM4Bx1=MzA&SHKLoAu?vPIGFd)aYj~Tv3$^_nV_&mgX;=GV)m`CqnjHJY
z2$Pa^#vopoxb0oz!R8}VujX+c7`!P{Bo)03pZwR~H9A|3!>>x0583xmW*gr&|84Ho
z-WR86kRwTo9LO<R7&*z(<WruGuYT8PEZ@IqG|%t!fngZtxctr^LYLXIt`;3S+f{Uf
zCb`D+%8DniWW~EDIS&o3WZWF1nWSzoo-?19UpBCNhDg(ojK${F`R{yWOgEd?$!(jA
zw${j3Ttm`aCf>%m|Ez_9n6Qb%U85sOwD87rrzCWj;Ui7@Qr!<98*?qEX4dHwu$Ho6
zh2bgbpBR0b*6^!V*KW9V`G5b!@Gu8|JzYENJdUl^EUfZnO}f6{T{qJ2Ir%q#YP@2Y
zcjqt2H#!@}TQAANd`>DqZ#DY2PD^wa`X|R?4r<$se%7sIkS{*vI^yQX8NHHi#<OOg
z`G*u36U^uG*Ay6cn}fgOw^ZGo**MA7nMUgMo%!WGI<qL>yxrJu=H}ReFN~Lr?-Jzc
zoklmAzQaf`?oE)=FN{QenzqyU+IarOYmOaJyExnw<bS)%h%yYv^UjP$>hoIqHrc$#
z@R!d@&7QntGE9f!(sSCn^PQ7H8n3F4_t*H5`gjkG7uCl*YJ977+-rnbPCZ-a{Nb&e
zI6}GVW7#hGWiJ<XF&^CZUAxx^v`izHesdu^b@E=LC3g-ReQC6_v~(Bt-f&If^P}bL
zUgLI|@}<$-vSqZZ`s8bKyg6EreGyMaq&gyo4oJNa@x*}CZzH0k-nir9-To$i=)QBK
z?*697qk?`2{jUGcIt$;B*yz-4v8?Z_KP9%gxorvuf0HRH^>kF~g-Ggf_>}jbyW8Bq
z=b4vIv%fZa>gkA>h^He)Mm)27%$P3D{Jd^%`gJ!4SgO)2yYpY(XME5w*|NNk)@7RV
zmdiVqxh%XP9<tPx-rViOZmZnBCfApr{L*u#*n}z1nO;grF!As0OxN-ct~c3qL&E>h
zaehbU|5XQeu4F`L|KHYu*W5!}rxjmQ@AvNbmGo=X_D$C&{BPn*uHTmbmlbig|9>f{
z{roqSOYZY;spy>>hWz6j;{S4vCI86~-uEZV|7FGQa-;vG{O}tqX!$1vZp?or{^|{D
zoRL4hj1Ps$gY#V@{Op$htk3`Rc9Kp1>4yLN`kCMVeTM(=a^1iF-5q%OpAYpvZO6HP
zFZq)K*?+S9&sN}ze_g(<bNBxCh74!iar2h^frpJ(%<=R8>YAP2`(5T7botB;@vq$R
zjc!l6P5H)^zx@H1JKT;eb;WDl=1AyK<JROQhh52U|GzQW^#7<~ce_lA8#}P_(En^i
zw*C+E&2*1!z~8Q~_oSBBNojR2_;>l*|6)@*cZwTF;Qtzr_#Zahus)x&{r|EF{;wUl
zvE0iyY@+lV;%^^zpLB05_-FC_8@A=2<-c+H_gBg%*AE3V;lEDCD+L!`Deyncf2G_r
zH>~k^cl?FtrYAf%{`o}dbIj<G{C!OyXY1#F`_KB@KW``5^q+3{zptN3_}^#v4=>l9
z;NRVW#{Y{=>D&qZ|D?b@f3p0~R^X9;UA~QT@;!S)hUxD3LTOrI{La%C&l852lb^mb
z!kPV8r|UiAj$d*c;Lhi9gTuPG%Ka-}xMBGvcie5VsWQY>!N2m28<v0Qj$iTlyIkcb
zxlMEXj@!Sx{laa-yIuKR-fJ>V>h4OI={Cddhi-pz`>os4_qg((mLrwM^Fc56az#t;
zb$Q<HE#a>C2kzxFCH@EFwIIv=uH>ZqT%L0~rnf8J)xG>C@jXd)ufDG2ls+ymxg8(j
ziuZ6YZy`k|jR`^9B3;P~9&owJZ8LZJNw<X(`y<&0Kjg}0>*q4r?E<$iyO%#Dmwq(5
z2K67{%66!~%U|7wyVEDSeM|<QBKv0pUD+btj&i%+ZH3$2l1=vbFCKPfFLHa#?XPaz
zM7fr4bjQow@gtA8n|ajbM{YYj=8B(j$K&1ch4~Rx#*>zw=^3u&pSu0SZNyuy^x1CD
zy1jd;D}Aq&RvWkW+OWbEHCDPD==M#wWo|PwUCaOBmY0Lu|748pIsQXe`YyM&4X*eQ
zw;66@K60hM<94TP{mHne=h7Xn<SlMZJ6-YqZa27{y33XRx!dpZgMK#NZs;3wncutO
zpY^Y<<&U~el#1VYn7u|KE*UM2&V82fQXcOiUK8^@%bOVb@4z0H<Mz6oC|MVb4!(;n
zxuX4kaMirg?RKfq#RuGr4^_Grw{tHp7ysXBxXHCmwLZ)DD(k<D_O8sw+*)ss(2n^Y
zaIZzQhimz2w}nzcWxf;LZ7p*5@Tl93;(yWTU<vu7FSWFAucc+wb<x)PozBjGU%Kq&
z*4=i`1McPe9n$)5Mg4MT{L24kHHdQt+qpaA9Lx!!SCR+0lj+Qr5>Bry-{@Z6L@F*B
zU7KD>K6^FU|FY3F^rFSxh<iXD4I4OR!uak_PL5A}Zt{aB)0JX_+{@R<Y>G9xQf!tx
znI~Z$En3z0<I3`l?&WVa<?WmuH#KO~oI0;ode*&kl=%N)Jmz_&P!pN{htc6`w2x#H
zy}AMu-RpZ+3$>8>lN;Q0pH_P1-<2M3ypr!<j8BtV*SL+6h+3mV@{S;r>7E8AlUL_D
zhgT<)DLAaoQBGR>yXzb^#NP<7bNKNt!FL1e9Fh1}e(y9veYwt&p(fWk^c9IH9wU_F
z4;XzH<$1i2i1%O^^*oEw_>!jMYRu@w2aqiU@<{NQQ|GV-n@m0!fFm&yi!lMa^VA~)
zmtg^ZkL8%nBM@t6lWEYab&g<MhEe!2CSa?1b&hoGkGVJ%OE3kiJ9F)EfPhyQlj$S|
zqlt$(Q8*S8a4Du^A?D&iEWtKB1FFWU=*2rFi!c}uVHCFKp-uvZV>-^kT-=W(c$$Yi
zHOT~O2>67UOo6X6R5${oF%c7SDQ4gr%)^6Nh92oufbGyH)MV<5VK@Y%F$oiKHD+Kg
z=3z0GVHqaZ5V%0VryIvM9&&|YdyK|lOvE9WfiakeW3UWYVGZV@58JvJ!?049cQ=_T
z7S=gx(aMuNzk5ukObo~Un28q`)g?O$2sGolUOC>2wU~r{Jxr#}Z!!n)0#6JRup^HZ
zGw>7^U^LG;EAiviY=WMQ$lGiJELg)Pz`!iZ;XzDC%R6iWJcMOfvX0qXOQ74kG}y~z
z+J@okdv%T&^n1U~k%Z%Uq`eM}O>8^#;JJE@#y_PT*F+vXwU5N3TWAn%ykwApy*{U-
zn8?cvl{joC9Smngb}_;@Kbb%xffCHX)0l^0yXhf%@j^un9!9_WXmAf5MAJSxg#C)>
z5M~yW4+Bfc*V|+oh~YRMV{q@+y!C+P2N(fN=hc)lOg>JahQP*hw&DHkE`Mhm;$Do#
zi^u37{`@`L45N>;Mp%yJ82ArH5a**`A65XvaoCwUM;uoF#L(l}pII@Sb&hhFa-Q8b
zg8hH&1%`yP(X!uZ5cgeX$kC`{4e=yzA9-=edecG2u!YI)h{h3^h|@3wcVQl`Fxwqv
zIL5F$^iUVayHRocSX7RO-I0!_M&!dZPrIZ1fn<|u1A*K~lPSbTL7ag#xCVVV!al$|
zS>fp2l=sWAAFq1l;zTULJl-9v!NINU4!?eEGTvj0#1oi+R$gXH$Bvkb{jdZ_VRbTr
z83eo@V(2g!1KaRwHV(lAoY<B%#BwaqcsskJ65mHFUzy;;dvyWW1tT#U<8Uda;0|1e
zN3jr1yueq9nV4+l5BH7{2*8HC&KHN@U^>2Z2SbH_!!kUFHR#Qof<6Q32!<o?5jtY<
zI3}STGqFntI*cQ+95<o$VMe4QD~hc;+LIko1p1SZfX9PaQ#3l!Fpk7BY<DLO<52X8
z;)sS}cnqVlQ804>gFDl(+J!a6-dKr)(E12-0R!+AjKs*U{3&q)foWY?W6Z%^JccFM
zEQD=@{m|=CuB$K@Phk{B@=9hR&cO`ajCp7cqhaiW0grJGxSRYq1{2WQo%V1>GJ#wI
zi?9SMu^M0L$(jx_nbu<%?#F1X!9*M#&YEHx7GU~)G>BfkS<}I6;s`p5op{kT8pC*r
zH3>HkU@l<)DB8p1(FCdqB%#+3CgCGAh$9|jo8r7dOd>4j?dx3J$Q#=w*n-!!t1$$<
z9%qDxQVzHC2M>i9$KS$KW2YEaB$`9`)65kt;O|=E(2qZ=Nr`6vKN(BKx*(2ijXuw@
zt+5CCJi(egPeGiDF?bSFG@U<UTZc2S1aq(&yTwy(C?kqtcpRhg(Q%9bPJ4lJxC0A^
zvj4YBpdbm`UZmiY^c2JJm5DTnTQCW0FcYIDQ4qZnDTjm5YZ%uH7>u(p3j4gownpnz
zwl%K6TnzaO9ma83olIa20k7fgpBRkiF$!(dr~unzI-bNljZbH!Q2#2s7W2?=1ZzBl
zS&cauhlQAehj1O9!a^K0lZNpmCVM@_wojsAJcUsh{W1+>3Z~;`%*BvbXc+Ub7WcCE
z1jI1;=1>ls%%vQ*$8<G?a=89g))<rLv7%3#OuI1{yS}FTKY{V{nbmk-DnpFVV*xI}
zavb|QvwEb-v=#$UzcnWce_h0;!8MC1hufFZ5LRO~HWM0phTRjRF#{8EJ!aq*VGZ&K
zbYI4r;qgq?3|Fk8p;2t>)eI??tz*q_(EAj`3)z&z$Q;V)a;!ny2h5>Z4$T;j?Q@w!
zc;Z7g1%`aYh~NS&(RlJk3KH<zM8VPYFrR`L@)_F@4;4@l13qUP;wUV{Em(;s(E2PF
z7~5G>4Bx?;V)RZ%20zA3jM_~(>{duQTwTnj;3H7-_WjIu0%HzP5Vv3=dX-WT<FEi1
zU^%usNQ2LDUGP^L#9rT04l^(jH)94?VjkKKF+$h_Yj7lnjbWrQW(@m(r@zrt5(Z%=
zet(pq!To=y0D2r}c0bREU^qT^f|0?*e=y1Lj!N=PVFl19k&93a!<&DgWB3wA9c8b;
z1pERs?qc#{-d)LjvLR4L!cSO(f1pnoLw=Hq@KKD$v6zT6Fat9%58uZ!EWjEpMxVP)
zrb`%x9e<=e#$Y0D#|*5%ykr8lQ&fOGum(q>Pj_}J48xBx8f!5T+gDM6F2_7wjxqO`
zOkZIVR-#upXVKG))O~C+Ou^n*5<y3>8fRc~zyn-*5s1XiSc@g-7s>hg3`36T7>B*8
z8FCziaSw6?!$__NmZ6oC*2ft0IEPkD!Y)5CX>k}<v;W7T7kk$X^kLI3`icENk8M~+
zLOK47wOEUOV>yriOb4(Z#^4*6gdbxjp2R{l{lcuqR%nf9$T0wiVI=OuI6RLjIQc9c
z!}PQ4|Ahp$kx+?0qIDccvU5~`lQ9xgFb-E^I#ysFp2aeZInSoUsp#_pyCsHWi(e^+
z`a3o$xDnT3NDb}c$YcVQ1YSpL0*6)%z!tyJFm}W^?2GC6D&}DZmZ9ka4Pz_xd6E1W
zhTSn5XJI0iV+LNpJZ$ni<uSQGfm#AX(QiCG#c<5U7%agg^t#B9V;~k_e=NtLSc`G!
zH-SSrhGRO$;66;kvzUo}FHs&BVC4k%|9k@0i6+w?48ZR(5-(vK`dnt{a6IPXd@RA$
zSd9hfHHniK2BXg(?C;ne6L1)&<4c%}bFl==uzC{v{|N$KlTD`1wN!vZF$yPQ0xrdL
z+=#h&3d`^U*5D&`4E+>-)dIsX7o%|-CZd;}p~pbX!-ug9Ct_l9A}1TofO(n$_iF|`
zjWyW9K?5&w4ToX)C`Mx<CgO6;!1pl^k7F5nm>iB8?1(;7DTiS=45M)}CMObDM<4@>
zF%Qr3t74UC<9Exv{=&BAN5#T$G)7|zCgMiSz~h*Qm$4l62g|I}Xb6LGB}QWoCgM@d
zKwAR``#*t}{Q6lL_Qx8Wjy}^lAYmAOiP3ln6R|J9xt4*GF%RFtGCYnoXyRwud}f$T
zO)(7HVKnx`M4W&bnA<R!3J8>tP=?2_2HWz(a6U8HuQ3c~VKgqlM7)F<*qvXE%ftRy
zhACKs>(D2O0~Lnh4vfZQn24?TNxKZ}n@k{&Kn9lKajZp8ege<$Ws~Vv498H6!G|#k
z$6zMzz(PEVl~{w;SGX|YcM5}X2u5KNCSWmU;APCi<cIjV#c~3#U@eAtI~)P*6(cYb
zH)9;0#1yQ-bvTG0Wh}%(tie_MV5HwHE<pHk$#Cq_jB+>&Q*axuLl1t~vJg9B<t+C9
zc?7&>a}9^VxDBJQ6+h0Ih#fHl2V)+lVHvLDS1@aFJNnIGH@lS%V<N`kT1>$MxDJnD
zA$H=&Lo0C(TIbU9Fn)D3crM!lqi{7QU^9LaH51QZA*QvaASUsntX?VXrWlN^_!-wI
z495gqff<;GdAJ|TuuB^{jN$0_Di<;so=jjhff(G<jvnKK{CaLKK8__Ai`6(0z2>n=
zFc@d?8@N%Ji3ysH>39HhG3<8AV?V6MX!LrGk;Y(*3t<0`Ch!J<L|lm(_$lV$H&}+J
zu?DSoFstWNF@|AZjK&yD#HpBpi!cv2U>TNR4W2}wR4#Nnu;w_V1N(mrfz2c&;Xcg7
zqga5E9T{>>N3S&Y4h%+H5NnPdF#$JY1`g~*!?+a7vHhJ4IiAFT*V$cznIkw1<8XE`
z`+o|7g(R%QRal6*Sc!$5X*iw9gTZL(Lc<t{2^fXxSc!SqvMXzheX#}$(dP}yV;Ek<
zXzU-t3gggZ0+|G6VF9kda?Hb8w1(321x!Ya#CtIg2Vx4A;5s~og?IrgaauQK_d-tR
z7=YU`64!^(aomOJn0$ahE`e$+!OK{U!FRLfi`cdpjLR?z%P|psx-;ZxzlV-vs~&V5
zJ7O(%N591!ComkxVGO2V60XL~#q9t42^5e}j^%g(Yq3dBDtMFq6~nPV#^7j7!ugnq
zN3j6s+{>EdBD5}HZwaU4xC^6jQg1qr?_&lQW8M<>|HA~zNO<UewiymZpA0&LVc5G5
z+YHBJB7TLLx*QAeg$O#1+prdE`ZDBiQO^SmIX;hZI1N*9Gp@q}SeQ(}8cEMF2(3$5
zLkz&+2kAME!UPmd$1|9RP5RMs9E~-Ygg!#K{)`w-#u(g=NqBSs4P*E~8pZ@nt|U-Q
zz-t+o-588s57RKN!~{Hz=@{?`4PzLV;bg4Abo5!y$q2*n2aLuxk1}F-3Nz8~F-8m@
z$8vn{G4_A!3T8100eB1}@hrxnF^C~UA6$p+u@IlbN=!uSN-jh&0NV_qJceK#_IjL-
zV>IUCW-P%SSd9lCXaD!gWd9{07`sQ)b4<fTJc$`N<q6gt*I*eIV-41z&nhm_hO*`u
zg3&k-6Y&Ggz%tCk6Ih04u?7>8pQM7-oPIG3j}Bv-VKpY99W$}XaE1;$VL66lEe=J$
zxA}02;W!y%Fa?uvDQ4m+EW~Cb7&*Kbt!vo-KO_)Lz~d=;j_oiJdtnCl$2@!!%dq3q
z^c+W{PZn!}VHiA;@;DI_@pLQ=V=We7gJ)?NyP<V02PO<y%l^NJKqLv1<0y!$F#|_E
zM?qYL<ye5VSd4z}u*onSZym!LV}DG-moO7IU;!>0OT%~wt?TG824Fxu?dp}xKmu_j
z%*Pa5i|g<Z7UCaRiDBcY;9VwJ0wab)F$(V+Psed8W?-KQG>nN@jw`Shf5w3IOy-F+
zj3F48OrSS`6r76d@cv26Qe1*HxCMRQ<4A^Kcp0P7XEF`rBbb5HFb_{-IgXz~hu>%a
z$6&l8kq+Zsn1FjQIi0{?3FKnHOEiq#uo_d)E1OM%!FU*>aNtxL#{HOyrfG~6Mq(u%
zL$4gtXVPJe!f2e5#3sUBn2F^{j$}sxfs-VZ<1H^UR5%d*K4A7@INDyJ#~6(1I23bn
zCYE3>R^vhR%4P4tU<_pUj=~U3z_pm6>9g2GIARtF<pdH*sKuq|_aUcA495c)gXib4
ziLm!vHW7}(LVPWShVc-3ZD4X?FkZ$e?C>fL<48=$9L&Ww^Jo|QBonA5Fb@4b;z9(&
zaR<iW5153_USr5G91CzPmSc<gY~zirAqL=NjKo<OhpRCK3vnG@#u99sO2;v|GXbwn
z9Dpzwmthp<U;-Y*bUco^co|FZ-ZUz}@#yt2A7C&T&teoBuTvg<Fdf@tF80R~d<APh
zX8#ugKA-S#2*dD4jK-GfOfn3_4BUu$SoQ{Mj<r~ewgrq_9-nS8919jQayV`gYmO<n
z4wqsfevXycaWNhLl>NUif#6TM(!nU4jtTe<rehiA;sq?hE^o5t*dM(%a}|rhn2b@l
z858gTrsGk}#fD2LkIk_fA4RX^eAYCBHODB7#>tq7dodHwU;zfa#hT+7ti_`kyoHg#
zC=6Um!}u_!V-n`#S}eg9LOHw_{kED+128$9KpcS>9FIx35i{|7EWoo^jxCl^0k%WG
zZJYxz9ACm1d<~OuFJ@wg<&?)MScyB(>oZ0agYm+0_WvjX+gGs0xDPY%H0I$&EW>6i
znJm~1eG1rZFbvZ%8sEi4JcJoogL!DjGVGH{d3+RoKIgQHVK_CD{Xd$(N)i(BN6f^q
zRZJG_kCiwMt=s9qYI=_07=<G-0TVDC=V30c#}drLYBasgntx$3`C>2*#3&q_Odx^4
z98AY-%*7K}g4I}!9&4yzhsks&2IDY{!ZDbDDVUB6Fc)oEl*g7>je+R3lcC2jyoAx1
z9JrP>ClH1iI34rwYb?X)ci85*0R47xuE20?ypC;-cViN+!F8B}g}5Cn(ey4Ox0};3
z2IFOnM(cXo-Oc_VNFalRFwDb8u?&Y{4bDKHLMp^CJdV+5dyfjRD`wy*%)@zDhWoGv
zecq?zd#E47u`kA83MTDI<^qF2CJFno0IRVaZP~0jwn4wWG=Ska9%FD0CSf{e;`>;D
z#UHTdSc%pznJc-hIc8uq7GNT_`H+q$6X;4H4?n_6yo}a;Y`YB{(=iw$@hB$X&zO!E
zF&Ddj#J0u(SdCfeQ^YpLaBRPk4r2-?;aixA?_hEPf!jAx5XYleF>8duxCW!}k&o#y
z{sl8|Bj(|DEW>iFK|A_<MaMs3Q{f<t#_^bli!cM%<WU|E=Q)xcWdu5XN(I;heM-1v
zfnoS0M&l$*#95euC76fju?#nCX2iZ`|HlBlfRT7hK4(FE3R7?fuEY6Qh{gHI3^{>+
zkYL@<WZ6Om*d8OX55{3Mrl7HvA;%V2f}^npH=y4)Y+DS+Ll}b%w=v|{12b_17T||i
zj)#&7)DpOWeh1hsKBEHk#~2L3B%FzvxEl-b?^up!uofE>P`;E8Fc^-{V+^KZ5|(2o
zT0f^e24FcRcOy_s;4$<&$Po?0F&ks>JSJi9?NoqiScuE85)YvDuN<;50B`<+k;7Lo
z4tHP*w%@_X;ZiKe9IX8-`~P<Y{K^>moivQyFb4Z!68?(o&~FzFV>njgaI}8QY{vln
z3?uQD-Rvd!0%qU=%)|bL%oUuCHFy$z4zd4_+{0u$#2R5V=3*kY+e^dP3kxwCD{&us
z{mo=Lg28Bf$zFo(F#$s`9UsA5d;?2xFIHn2dL3pr#^7WEZTC?D4#ET+jp;ZAb1@f7
z@N=xj_C-{1gbx-NjJX(v{fa4%37C$XF&E3R1Y3MXc??Idqn!P)X)u9I0_o^g!Vt-A
zffnDE4V(CI?Dpfo{<b<tCv^RjHi4G*4K5mWj&|~3pyhUcdnZ27($>=O$vS!cDN8FW
z*)B;oNrv&H6bD+`@U6~OftF4Wwd>l)WNGcyu+btj(~oTWUm%sg(2!~A^S1{~5#CMa
z84uj#F)-aS*J_DrNM6ko#eeZl>l}}IlP^O?bg;DPwy<rT<6;Q$lEd}o`p>mk&V*3P
zRd*)ko*7i<Fd5`qEjg4MaL*8T{LtU)%RNZB3ub3IUEvb?cXM=|V>;oheKHcS)?3Z;
zvC_1orGxph^z3M9%P+<bhsMo@^70>Ltlr1ugN_#8n={Ed^h#ngXX0%^D@Yivxmp~%
zt_#L6XA90TFQLn2a!%|1Lz)IzIs~nHvd;0ImI}O~)T;VY;TE=-#0F6+Qf4c?B}<tn
zJCzKnP}cHGT(C&|l>&)S_);JxS7s|Uk_8rHc%A(5oW<9pfX&)uxb*61Y1N>dFu%cZ
zC)qlQzcN}Plo*Ls=E!VigJdc1%T8s#R4A9l9L%u&EJ4A<4$A=Lw8SfRNmVXNwsKjD
zluD^mE{JDmW|ZwI>D1ZM#;`sm167ZwWE`?MRTrC{k{nGoo|0lsJ}Xru)0$@&I4nWR
zQ5m4@lXzvXq$(RFTiGl{${MLs(!{eXWJ!>+NCqeiBwk6CRAs$nE4ND#7`Bh)bXVGS
zh-V0?=Ojq^UIr+qBwjf$sY<nEE61crIV@F5iFk&>4hd2=$N=SYiC0P_RXHx%N_#0%
z?vN^_i+FZ}a0ycS$^d1M#4AH3RhcE($~-Aj4oDRQHDXTHF-5ICuAftuU+Z@UubVj6
zNa$UZ;>YThVKPa1R2C}_$tI<flqz9zPU#{|!{8nX1>3OUb&g)z%)>Gw%+jXuxDj=Z
z`!)XJF?oHs#n(HNHs(B4=Lprrg_1+2Zs{>~jvYGR-?^r559xuy$kQ3G2Zn0O1w73@
zr#twka+z{LW1p#WJncdJz%}J`2Y=kdxufU~?sqevizVW2x_D4xm9a8g`B<`)-m(*H
zkHyzHI8m9b{&M<ms=iG8g2wOq{`wuax_%e*YQp(JLc3eq`g^}n=a^6S`a{Uvt38M!
z+f<oEHa5^=uq}JB&M`#$-A}f4XZ?3g;oH)5z23W~F+IS|Gn}>P`q#1^U8eFHt&ZDX
zvE5^7bC>Neb&fx@+>sl~{ajy8TR+CP=QzvVd|aNo$8uY@ZG5dxnHFq+yngMp!7u9z
zW>Rp>%XN;f+F-2Y&|tUmeC<zH4m{Rr*Ob!%zr%91qt&{)yyo9i>(7zPlna_amp7ud
zp0XRt9j%{ye$6<2OGFRGCxEy4b9L~4m2o}T$KIDzk`1qUlB3ZODI&_mt5SxEXHVvL
z6Ma!%%QUE{UnRO`?5f{j!ME@sO$L*_@piJ?wTC_xGP9@UHuF+hPCAFpt<Wu+xAY&>
z4v)URHp{)P4m-C99iIGpo#P43H&txCEN$*w!^`z)8c(~XoDS^E^(z|8$<|m<ColZP
z;@c&PhzDO-r4?SCJkPkgtZC_V*~ao=TIp(8K_lII@uq!q-3mLdX+*a|<NB>oPPvY6
z);TtEezaE0Y07cn^SqZ;tdt-nLk1|vBwiUOsSuR(wtL!-JaPRfUNh};oAZ%YO10D?
zIj3Bdrs2?DLX|if47T;})H%lM*?yAD2xqcZ=eQ^N>1(RKVUib6^{@}!lhyMd@>MvK
zHEctjW07tuzkk&CNej-cpR8UjxUkviF8GkNx{qO+#_Rk4&|w;JL%Bos!xTfgFkb6-
zPV(h4PRoUFc2Dw+*Oa?qlIKz`a;tlipO9^o3mW>Fdy;!q*7sA(T{FqcZ{_xan0qr!
zWBECHhUs8|d#>Lp1ADWPhDy9H-6pBZG09fSr3eg<?Q)tt-L`Lc&-MGRZ|TZh*NGF{
zl55K^+><;?dfiXmkIL}-sVz#TL${0kd4h9}ueiRJYv*_YwY1pnp5q&&m|B7&`RfGd
z9N%?Kxf|wqwJ*0tq-h^o`&dGi_hm5H4z0I4CeuCZA(_#K%G$kWcWlu3iEAp;-F995
zZkyRkE8D5XFVpsH&0Zs?DbCjhdqz<CD-s0VQuup`cXUUw{!qUKoaYgX=>DhUl0apS
zy>*VStmJDcGa{&^QU<?axm7ksSQ-V*`Kr!wkIuGb*VLhF*U2^8^qf-Annxs3L6f%3
zuj?ES=p_40Y<<}@TMpDYR%txoWPKNO5-h2obWs%VTvq4!OuM>FMo=zj$G3HkL%L#{
zuP<km)Q>|FZI73%zN|36eW397h{|L!KL82huZ)ohWwXR82W2+cjvcCVw9)pymYfGz
z<uWOHz|z6i@-TmiqRk$c%bJ`bzL6Bll%5Kgy2=Te?uso3!*)crMUvG=j%d{Th+HP>
z@57&#WNJ<4u3rHiFQ2yD4v?M?QrE{aTxlcI;jWbw;vR;{YWeZH(K5Ez9{~&6a1--r
zonyWBzQvF7)q@<Zw@Q^(^M`o$gWn_wg3f>EzS!=0Lv7bwY)7?Y*N{nCij%PtBb$^F
zQmTxTb6}gnAILne9eYq(J;dgD_ey;5HB~!j7Mb{`YZ>mZC$QLusAaFr23r}WmT9-2
zmK<u~LcK_r_LC}Qj(GNm00~lh$pB@v#4B?o6}qK=&zV6hn0rmLI-6S6pN2|kc0PZf
zW72%f<Y<2y8YP#smLcLh03xNQ!cPuCP`8RY2RFJ*)(@|#({-`6RYzS{CFyoul`Jh)
zDLa)5QUMm*2|oFST6`PSlB13I4`fj{iBLvKtdb$K2XfWFPqH<3Qi{NK`9z)L5#6c2
zkn;mAfqdPy@53xjmr1X(-wk@$(unCa{9($SlG(cCyksd%b7ikoDEuyP6qTJlS?5@x
zm6b`SC{}i~3?P{;7q3i~R0x_@#o0$QRb8`|I&yLKyK!zHceSKc>)d;$j<2RAyIn48
zoomGR5ys#2Q=OxQ?#<0l)z42o7<kt2%`w#S^DlLdMw;&-8TSZBf&Kiwlc&a)+)%Ez
z{*<MyZ~Tovf6`ulFWV>=WWC525^CJH>iYK5>U&+@fhSmEew1|`FaBT~%O6p_sGWaY
z20lvb8~&(sOwjm?H`Fq^e%7Q@%Y|D07)$fLCMzfxbh(ZLz4kimnsTng=Kx(_of!ok
zxvr23ZM|H~k3oC!2b-T^cQn_^K9YftQJKwRcTCe&`SO~|bm(5FUzLO)?f}bTEgrty
z?s!pW<?phM;_LuNNbYvtYIm&HS{k0den6Jj52PQpOl)X(?A7Ao(rFMw;N6J#KAl5y
zL%A>Nhd^8Z*wbB(ixkT7L2CIRnq6eGJBqd0`8O2*yuMleyV-6x*&T;8-{*2#iys%y
z!3;@D34$QMCU(bZ?Zo*TYWcgX6FQzzcXD|ylgMr~YbI|FX6G0oTeXs@a%3<&#CkCg
z;d*s*GrQw8UBM=2<jx@+0b9rb(m4UfD=CsXgu{99Ep|tcw%AU#4WU0JazvNb$R%AG
z+}!S1u1mX0r^i{kS_V8$H@CH*YF&vTXRaUP8P{y7&b;&^i^<N%zD>#?DSez<6|;Qp
zjvZQf@(qPQsV`hh;g;ebO{s8+P{Jfu36|MPiDW74?8-^0P-28%tkF^MSJEXySue55
zYMHGpl`Lg}?0kZO>LgVf>nEN=i6uzrP^Q(Qw!FBk!<H!{hO)|$GM!{T^etC<$X2D3
z9DyJ|{=#mo=G}PBs_3Q2$of-oZ3vGJ#s5i49h3;Azr-pW_LSq2rJR+WU^Cj=oi~=O
zJLL3}d>D=<o}w+3oRQY+_%IwC$}xb%X1Y}lORr(<I4f?qJND>^{&;;iET7enXiPWm
zGRy2?G?gh?3WK1GmkQ;en1@50_$x0+gtAa#q49S?cGoBJX4U$M{I;O;o$L;7O7qdT
zx_<lXdhe-U@7%k1^H@r?ns?+J*mCZ)JC16%L!{LRMm9!zj$qH3+S%@ys+HY;LuCoB
z%7R&zL}i8K`%W*x9+tEbO!^73iQ=}}Zg$6Q4M<LtqndnL%umtgMe$b#Nd(xA-D7u5
z&^C%>+*33iD5<)X-%tR<)<cRll{=9{yN&2!cVufr-(KG#%iC6Gj{>MD_-^i-hT9$6
zw9+opD~96ZWq1t5O}*`o`5q+q`Kf+z^e{Hlb&ElZXHtArq}?%7kDX<bqs8;2h~k{p
ztCX?g`804>3W9zfV0Wz2rkea*U#AZElKKIUx<{YXP9nQ)`#^Rv9ch1A@iY@;Xq4UY
zsK)QUzPKf_{;*O&@g%9x;@cjvJF>L3C&f0Bo`p%!NLK9ZqwW=pzowQORxE*920dYS
ztke~&lNnmPP?l5NJW#eO)8vSfA(xaA@qGpkNzZ3E-1K>hUtiOH_LOnY(C_0hc1KH%
zKl00Ut8MYF@3;Ql_5s;MEjI6w?xWQ>IZAQvYF#3^Tfb4fsIMDj;Wf3mZX!Ren?yHA
zIJKmWu{+x8cK4NmqbNQ{;z#N1NRTv*hD-J+4ijVf{R?`$M$RcY(lpl6p_|W(cE{he
zqfeZz@2KlM_?325o6x@(FC1@oL}<Qv85c{P$0RkDT9}7QD=AVs%BInlTbGXJ5{FxN
zqe%&Orbr)68Yu%vYTSOJ-Sx5N^|NxO50_U7;kx}6Yxeb;y{#>mEDLoztdygpErGVi
ziFU^?dYGsZ+p~=B!KrrF=a!!5>N~C5^P0~s!T0g3Sq48#b=A}Cj=QyZjLe{Tw@Wkl
zT@+oHMK=^TTpLH%xqwa`pJ{h&(%JOB6jRPt_Nv|SfX25=@fdCxSJT8<X&OhzPfMtB
zSOzPnWRh}17K6oeo?Tv#;s~gJ&h9;rKXuSLisfh=<Jd|rX;vTceNI1M%#&Wvky@+u
zwD!<HQ|Cs|3{8rW<>cT4&sJrx98q@2C1t<(j)Cu_r&1}yl|Y#e-CDk8cknTgPd(SH
z>=Uk?k7VclM*XvQ8~L0oSE(!4MsLAtEk5G;JdBbcXgq>U&IbXf&N&|hcqjDXjw6ZA
zRjQU5&r>o-mTQsAvK0*Ld^xJAadJshCyVb`NS2<;d>O73%XH{gFyGzPv;R$3BX}lB
zK4({Jq<Ab<7fF@YvPC@O!78QWEUg;^ki#wmG^JYNm7|ghhBZ}k;wja~m9LO|y=3Qj
zOKWc{!LU@jqlXUHML9j5ZR{1v%?}A3NBM3tSm`U1l>V~V#U_P)OBpTalsIYn0t}H*
zrH>3&I>{uZqbyb;Ws?#mrOGRE?gjSHwc?vV>;rADb%U^e&hwB4qX{l?^*52=8_xbV
z$RIdhwkA+=n^b7YJTborIpVLpFA++f#40;vwz5mIltS65?34=SBQcMM<KnOEmk8yO
z#Dc|0v&&aJIct#ApF6XXMVeux$%+U|EAR4$NV+m&wK`&L46ih?O<;U4^J^E>5-J0f
zwi2%ll2oO)WGfS;NEs(p$^`M82tg9043q&1k0q2(Bvq-AY{l;0bOU)+z!j_{cwRgw
zvG8YIYqtNxyl<f6(7Hh+L3h45f_&a$Yd1)7raFV`2-dj<y^vtFR8f(^dD%9Z6|$vC
zCzTZ&s5VQJamY@ZI+^w^NH!Ra(xjNw#@=am#~pfbp`BkRTkZ(5zV4pY&Cb^!tZvu=
z{T|^HibPDYbTGWqW!w~6@kp06wNbj{AUk5w6!wvTba!nn{&j6$)YgK0&V8hnv`XZd
z*X>HVHvhU@4CS<bXSwz=j&kPvB{h+i>>}ApZz)n9l`17%JYRw+2~wVx0m=-CS6+}*
zWrSoa>!nE9ELF;v;yD$#H|t`6@~y-xg_5ciOSbY?DN=ae<-+qX#7;;M7?w9=;9uxr
zJBioS02w@;LuSfgUaERSa&*blQlv{}NR^Txp3`8y1i8@c4I+o=^9pA$j$oXm>cY{I
zt-K;d$~>u3IJ`_}Pb-(u>BN4}LfXMe%Ga`3`BFA1yQEZe*66a<4QjZz^0O{zeY1Xz
zz^OOvj>q%>6L?<kO|$qm)b9>xvcN9)@?f<=3=zA`o?&V0)o6j;!3Hr|JDq<(nhdq@
zbxSjxC)Ofe+WX4V?$<1}HmIijv(j`Xy_g}PGnr33cN#I1dE~uNW+403a$U*?FQva6
z0b9yK{@_mA>MJ?PmiFEOPw=#dv?H1}NRB3RBn%$PJ5(|_iR>2_*&XL~(L|Y%M4h{2
zImxW>RxrHZl%ty3OD<_@xcI)zXiS!fmx(1vEZD}pX?Kj$8Wu^~%j8`x*}61cij=pc
z3W7F}$yd+Y8Q08Ny{~a|{ig%3VZ3!Cp|3C`D>B>zR&ZrVCceUe?U3m#H5$DoD_)_c
z7P6Hn(<L^U=~71VW^c)5UD8{8lUXuVdL~;sSWHW=Y?9%+{bsYs)@iAGnD*%~1=_|F
zcMegR4pAEpa+fsQYH<%wjSf$%2Kp5SV<lo1m9LOkg?nboKFONJ(AcF&V;7|g8lPY0
z9vYut<@J}D6JAg89+8C3CQC~htoX|$u=V0Tf^&RY%8J=sp9HV8JKoSi?ISt!Xt#iZ
zi={$KB#U_t@JkFzj6^7NBv#>*snSuhl=iYy@skQ=l$htj5b;;~NCemtGVPAt+D@d5
zo2!SYRg$JQT_rilV`6G*-JtMkePhBItR(oWE2!Ug@UttZUwCjz2Bc6kAA06eB#xAm
zu7xQC`Glzzts{8U6)YrJCRJMGpm@Ft+`5~?eYHNXazDG6jt$mh@6ccC54Em~*$4H~
z&W}z<J;Pg+dM{4T6pNK^vPlV$Ql*8QdzEc6Onm1-o<z(eF;`-h%`zKod8^&yJYL6H
zui=Vx=>n<JA|FfB*T~dnjeC$LORv|+v`vPS%!T4~rCOFNzsXkRA96$~l}iw`gOa!E
zTBQ7!wP<{0E&N9FVOk>QQz}Pd6<%;qc+v~DEm{0zpKhXcQaqp5J4%%<4VThX2Gsg2
z@6<?8s->-*O||%OF>+IyrLA`gm1eGWAD(tduQcXRI#~;46IrR6!g^=&oU&P(QpUFN
zO8!F4--at-@^Zlv$7?~Z#`HTEzHy~y5Zo?XDaTR!h~g)gz_7g|tzM^eg7kcy)Dbcq
z8c%-5?)Xs$Vjp`#mR^B8$89Ld(kxwMr@}N<T8cTHYCPVRoXNVwjnSJh5hStVv0#gQ
zm%qK%@i;4K=`=J-vPo_{jb!IttD0ZskGE+-zn`I(oYRusrRf_GAfaGs_MYo1sA1Ie
zT$5jkBoOhq64CE$Fu5ZQa*14)Qmw(J6}4_qO$rYW7m#vZLX~P6telidN~J7Tj>#rh
ztQ2f5-m^R2*CFte%M0lDQt@5L6iIpC?)Y9;C%mS9qU)#XZ(SGmI?==9`A=fWZX2I%
zcYLI^L`m90YWYpFNjAJbkYb{S_Xl!XlWWCu5j}WVf)sAjD{CZPIU%XadC6YH9Pc2d
z8fz)%l-H!`V%RL9i&?f$h7&Vv8)U{}D*Z#2>%wZ;>P|gMs$tzAmvt#O$KPb>ZPHWe
zF2moXhQl&jW7U!chUFv4`Gi-q3i;sCRjPDJn0PLMF%kr}Q6IV2j*q(w+4@m0>S1LP
ziwy5gGH$)jVv>5vrX^I~MUH6MiE>GqCB7LXZkC7)V*4ak*&?%*4w9t|m7SVptW;@?
zC-85<R0&ch$^a!r;uYSVQPxWKTNH?tQjHChbIJs1x|GC~(sL=XH8NazQ>H5^vRs)e
zTa~eLL>VfVl<DFt&cvQdiVRl{%5<<5Znir-b+e|+<yEX@<|OB{L(Q>9DwGpqUIr!N
zuWXkHux-reD5;ZYg^XLqHsEs+$%gk9$<gRQDbmdOQl%7%=W^IDK?*N6DMuw<DU(#!
zvTQJJ-YUh*otv~uqaItuwt{Gl1g#+NAlbCi(z<ip6y8(bYIi)P-ClG3<h2ZTef-wR
zo50n`R9UPg$I2#!XI4s-oKyNq)0NOeLKQxlDFHG`@z!#F)|aS8L$}J=p%$xm2{oRl
zW#^jjkfST<8%G~45GcNx&{cY7vWccktdb+Cnz&Be;}pbwzSUBsDd|$BY!=T|5G+AT
zKN+CpNxX7EQWZX}tfHoVQcBF$V~2Zd73$V%WA+u_)np2ko(hLNutoB%HYar3l*ydc
z+!N%(1<8i7ONup`Dd#lvR%!Y+Y>`l9y$n{?$Ry<xS*&o(R!XH5Y^Qf!InK%Dw`n_9
zeAlqFSb8djGF&+<)0JbgT&b0<$^|(BhHZ~rUc-KS^B!rH#iyK(d)yWJ{pLDwhR@_p
zS&7Y}G2=`3VLMXN$jfKUY?7HYMOlnSlAP1nB5Ar7mP+Va5_idPjqQ`^3b);qk7cV;
zEJrlU3u1l;M1tNSF;fO8^CVtbEvd>f$yPQ=5!ecf?GAPbla<55yL?vldYNPOSMHnA
z)1=ipx;9#RuA|a4iCss*QkkuMAz4bO>{QxHg)&IY??P|!S0+k?GEQQ_mQvzwiHq5H
zxenV;JVjg1)K*$G$W7J@xYBoNDNHVDL9Q;=6DyVorBLG6b5K8f!0zav`$gVw*B#V(
z0OCBV>wb|wi?4){O=Rb>a;d^G7!2c}Tz<~ds-b@2z|9Bk(zq*UGyT?qKpFfVeH?Po
zed$^zGu~q+@jQWKhHR&@Rw|VD#QZ*N5r2ilg)0`T@N6Ay1=Qml)#H-$KDXjL{_0-W
z>gzjg%&0#TmCWJw3^}K@OqHhDFi}F4$ud|OEt8Z4S)9#iaED7{Z^{t}(r;gK4vO`{
zzZ{g>xq5fRKZjDgBtj{WSY^G;Rz8s|rC4@??ZP4VNCe2~97dv-H2r|3;S#F!lflZv
zGD(S%#Y(JfQpQWEGEL5bE#+_Sw>fwykjq@MN$iIlDZ=Kl1;xBUFM<dLiod2N67-Sf
zxfE|E6)f~FdzEXH!`ztEi84rRA2CtNodwJvlIu<_*Or4sgfdX;cE0?obeAlJxA~M{
zsZav7O?_?AUl}103eTyPOqs1LkSt}E>{NJs0=C2}eTddR=)L2hk61d>wKkEd{1KGI
zYs%}As${xWXdMgEq)1b0r0OHK8+SrC61ym&%1Idvooq*W)XAK_`ns28taCC4=v=0X
zVc)q2ahR;wNbAQWb`!&;Uv+R;j%Y>2a!Dx_-%T{)BN3a3c`L0O#=OoqB$jhw)`M4h
zlZZ4Zmz;@~RvwvzZzil4g9U`!Nre_`FXoS-m-s7T5}~w_SmjQct@M>FC0uqYfl{H|
zCFW1SU;LF`67dOLDVKPSot0FD1GOf$mr{*&kaJ2OX`06nkN&%R#!Zu6dCWMT?2*jv
zx!DR=>`K1uRQ5>)*z`NXoFB+j#P+Er(9-OfT|VfdyYxbn=~fy1DVL-TNYfj04HHN+
z5xFy%4CzEp%O)}yUdLo$C?ilpQfoP<WxU+=G}LcE&`O<U^lK2f<-D2p+sGs^njRBd
zh^5sX=`67v;~^R?T-}CTXujnBG?mM8)>%tFE9W*d0<S4;rAdOt+Q4ry@9;}RK1<g~
zEEsE#Nv~~O%%!lTuf%R+TdyO?M^FtG66_*b8muJfCp$H0eUsZ+QlY^BXV94;lAu-m
zKO;4cV2DI$Foj@{#A<LI!Co?3gM|cpxLT_u*j_xh(xpgOO94ytLxnS6B*73@zBq!d
zB%*-Jhc#Qdi_lg|DI-ntS*=`_J)m*DD!ims#c2O;m5^<gMz)dP^C*bX;;BJeKBFI=
zp|^Bmw~>t(K9tkiu%2&sDhGAd6!T}WLsv<!eIt|~bX9b6%~p7MUHMsdD!)kuSiFzB
zH)8Eu`uW1YfJNuE<8Ap#_*jLb(dP_8(o*NGPfg*Gt#VW<l<vA*ub%wD*6g@@kK7>x
zKWC3zCh@v-m82>;uDbNg7M4korhG0{$~p1e&Ug%x(Cx&=$zWxnOj6#H#mXjr6O$}8
zaztat<dSkwe81o@UsGXse5iwV{QASZ@s8^>qQ{Hy<@}wK#C|~?t7X$J-P)wgmuxEF
z6h3LEZfR1cNtLEdcIC0I(5KizJ4oRHl)}?7h1Up_1(L0BcimZ@-0P%DQ*y*}CzNQ5
zw>Jo0sn2=_Ysy(|N>^Yp7^Z(n8hc6u{T7BxS_v->{lhM2I<sTyH!(E2647sC@F4QK
z-b>f7WVkGYcTta@Oaf;i=c05L@e}U4=#-Qym2z$uD}79ScN04-u^@f+Sgao5t7zZ{
z8MudCDvoduN!2WT!MZX>ilFh7AMB1<I<~bJ<c~cT{|5T~47<g*kSsq-Po-LhgY7su
zom-)ir0r#$l2-Ftv}9?H5wcT>lnUi3G4FvV#D5PRdsS&GvohH?qTc3Pc4U$+-7bs4
zF#RYw&H-Y{IVmN{_B~%9=<HE|T;9V0v8(v+r2r=_WthZ*E$T;iXF{|yZ8!sD>(cL}
zNa3WToDk11;kX1TCuD%aky)vcRE3YMu2_-6-(4tt)ZGVNBuMd-0btmwWZXVl`a@DR
zl~2h^r4;GHCRK8pg|-$|e9fDVW|TB5qVH>^XA!w_WVnmz%6qb0`9`)X`{jsIAeR(2
zV=??qdMdnjs2q~%N|`JN+dkTGZig7xb|_e<?+#UHj=p04iXk7PxR0{>l?`b!m^hav
zla$G_SeYxElng0VmdZJ$NSc<wK?!v+SlJ<yl+R_ck}I2(ze%a$kaNl<Y5Fz%D4|M)
z3|7v|B;b#eI6HCj@koD<bMP5STc$e%;T}?|+4{&i7ftsQ>ms4boibQyC6kl~WwA0|
zHYqElbU$mkU7GG^r>=QlPb0qHu%J+SD%)kavRkHu!OI;hzTp{1Shd~t2T0R?zwTP`
z${!%<`xxcaHJ*IVlk0pr{SBLtJ9Y=CZM}pl`7&7HC!Ll3vKVZ;DB|2A8M5sFQ{*8z
zqDu$KB^SP>#2%5J%1bg_nIKu<+)o=MeZU_|YrF$<qDYteNR`4viG%Q}1S!QbK;bf_
zjMa|I)f+geq%;os#ognLzst<`*oE_0mM9ULt&HG!4c;nE{>n|zvE-ei6SUxlQHZa<
zBG+$%;MV3}Y3yBzRW`_M7g<WC>{OOZg|b!qqf^FT*`aOeOWU!^S29~Emn>z!>{Pyx
z3gxhvzl9?42gCcUoG#V#;YWH<iPa^;WVUipvJ}pTiXr}oSS|eyh(;2j!CHd6d3T6~
z9W_Pwf>_00W-D9|AF|v!IFgml+(;?Dx{@1(Twr)NS!g`y-Ex8DLGN~NSReH6nBJhj
zcgQ@C{@y+2HhjdpPl9)k2=9;x?~Z-F+x7KsN&ddxjZ8iit)!li{HjBiZvy?>h4#_f
zO#NPVxxXU988^ApO;S;(cNyv|J^Y&lx$@lP%3%uI*Vh^Hb;l3L06RVAZ>H>)<fc4u
za;6*ZrOV`!-SP{U(2KpTw=6kswtm{gI?>WJFr<$&LwC3R#Oz)!i!9crx8Bvc$4jGM
z8lU)5w^u^Lx`c!UwF~Rgv&&tw&|>Z0hH#HAVV%3Va)i2abh%6Oke+|SVvRB9_i11q
zWpJv`YRLO?O&VF7uv=CTZW`iVpO7F|7u$({BWu@YgWNqC6yi!gAu_s=wTtJK)eV#7
zjjZ>0_HnO$A2~v_X@GufJ^un~T`OED{+?8J>W&AT$*1nHI1Sz;qdl!%Z2Fgz`p@TY
zvcl8a-Sa@*v(ESdIpRs>r`*v~;%g&%)*U@7!!>%*9la>aol%FY>_s_3^y<K~mpH3j
zBmRx8T|L)WT-$@&bB(EEhda7amN&NE@43<9%KWlau#_J!|NrVb6F48M_W$2ACdoP`
z+f0@*mZq_et+DpCCM0XgBU?y}HA%>KEZLImUt7qQgb;;fOVUCrl_W`$RQBxYe_iME
zx$?|;e*gRRGBe)i+RlFNb8nG^oH2Exv*n7km*00S+Kc3bcVEjHQz0tVnu2q{A6bH&
zffZ?Ho-2?YhTJg)<*Xz%cTD~)d4iDsQSc!vw9Mjp11q)6JWfgrrIwlB9URa`RZv=<
z{K}stzbs~U>i=C^%b%s7EFI6w|D~Ox2r{e3%Qd#*c|=^6r+H%XN1Eq}DG+HB8<Q`b
zQv{;|F~{;YJ#FyOK`wdyTgZ_6U7mc0$F)nT{J))wT93)^s30LYz;Ea1xuhOF<X=>f
zuU=ryz)|_}viws+)@zN+!cY{X9K1j`MOwzj6pUot6_YibCuqzTYi_=GS_#1yp8L~|
z=LsJ2<o_XW;_;kfP@}qwV@Pe0)1#K~s31>pb-#3t1_IEA<RUH=Y|zQ?#Dm~DDg>XS
zFJ&Wl7YTy%{{)c%cg5tFoP;PK^6s#R>w4TGuIKR$3?SRYkki-aDfRe*{EkT>_x}>^
zr!4Krla+@B&SpYx>Fk>I9aKmquP9t=_7scOa$b+}on970a@2J{rCpNWyD;R)SLCCe
zojgIt*?Nv>%TWKpS4;@bA)%j3mMxhq2<WM7Fs)C==+Q;E)<q%>B?AWoDPN`-<oA+C
z$S;!XLmPU0m___+j^`AILRawM92IVm>up(j#7h7wpFaumMSz2v!Zn}_W}qbbK=K{r
z_mVFnKX)#S92a21Crn5@4_=M@8hK}OxdqZ4$#)>2hmIj2{FE7xd?I-_%6B6_L*CGp
zza)-gLS;^wS~q$u60SL0M90;EgI~#yk(VLQpA`XB?2l0Dlb0i3G77u_dAKbTeq}<s
zB?xzQd;uj<iF_@2XY$JAKanpYuSK5kP6Sl&WjL1glshU27yIGh7!|CeccH>=D(H>B
zdW?laka!URnf#aJoyki=Jjfv(UNf+R+)CmJ^2AGON6J5i3iFwe;S%Jn2jmyYkC9g(
zzyB`eEX%jZncjD)hmBx!Se3eOsmDN(*MPFI*GQAX95RLpjhP_+++jmri~m-Tl*M#x
z%PW7xYv<XCaszkqkDQylL993LeeJl;b28!G?Ix?#pByVB&aCAkq$|SZ{Tlx>mt>2K
zED%#Ld{1`GVu8Tc6i||NjPNAsw>|zsQ8i=2Gs25&9sPwmO(vfyJWk}>42Ap{^0$R2
z1~SKTy<zsZ!G1WHkp@F8nUW<39M4S$|CqeIaCI>BUO0G=yb0wCWrO@9<mu#%#(|e2
z|AuyQmQy>@m^v`w4=M!w!d(sWJ7gK4B{8%n482I+K)41}a(BoPeFRgFbjlAd0eP#A
z)0AJA7IJd>W(+r&=a7|w8p=KdIg`CEcN7<{ju$fry6n&+gYq?6Lf(ej8I-@Z5{`AP
zugCYs8-jNM4oXP?VReu_2?=_8i5?RrL3zbXnH{Vp|Lg{M8pMOTc_6=Q0PNU^H-h}u
zo!}Pe8sTx!jg*Ox$raw`K(63c5g4|*Djo~Njkdyop4jR!OSqQU5XwVKUh+!$S$~4a
zTG$=g<qyr!-kX{2r-6rqF<s!mMyQ@tNNWbJRi(#z@>w*L3LN}S?&tI#$)-Ba_!*A7
zQoaFsQd_lu@4v+nyvc+Wqe4!!nfobsdkc?~&p6&4&UH6Tu4#eL{zHjo<cSZ0OHsIE
zF8P=x;8wQPq<Ls)o#Vlup!`_!+^pm><om(nf_<BzV1sR3B<h}+f~mD-OjCO&W+GX{
z-H}25TvPBi<i9$#aATRrRjuV!l#q=l9my|`4mkxYh=szn>fgBmKAPqZQvRb=aFaov
zyCCFO{RsIk<TV@*rhgTcw@YjJTVwd@4d^zd%mVV7Ui-Z$ytu6H>>SEs&MTv@+W9yF
zJJve-L|PV>p>_<D^K3%0b%!5>YnF~Cp$JOT{U!1?Z-QG5m6d@&-Td)8_<fY`LOx|S
z?8^x2jz!?%pw<*5*aF~ZD&*rB---%#B{FpoodWqJ@^0j_?*=bNuFrL={GMsxgUFAN
z4|jpeP}`3Q@%KQX$9d$yCi=GImqvx0q|~W9){`Ht4F@%%z|WGO<Q(!Ad0JtVXwT)a
zKSjlL-PTbOG}1QbkYG88khhxy2iAChAm33GTr%X2f<@q<@B!G-r$_YYDO~Mm6wfSw
zTDTi(hYm%8^}^;wVQB7?Fk~gvUAQxJ2HYIap?v49;QAbn9=}jNxR_Z!TQS&|ky7)2
z`;4QuB&dTkH4u=EaKp*RhQMw5{gAvyD{yH#?ubr=gOfKy?*E6}&mgEST<y<XXZGPg
z7$XU~fCybif_0uZsIZou#~hp_AMyy~y97AWio?Mp^TDkuN0L`zNu*K!y)YB%$3USL
z6S5`2(6h1NrZAU0sFa!KDgpWJ9B3b*ogw7@h_#tK+@lN(jikcwOc=5Y{2B7TB~he7
z;ku5@AfF~&i*yXnfb`Y@J$|5k>1!ePe|<rV9wnra$+Tfd<j2IAyTUab%oT)|hFpTa
zzDAEH$-Ab&sZ40@7%g0#?s_5Q{%;NOUGhca!KJX=ahbe_*8`f!s3vy8L4ozi?N%!M
ziG*NIS8yx-jxsB%;|*_t$1+#f$rC4nTf^-x4N2vbC~tvI7k;}GrXP;V9$rP!?Hnj=
zZuyzK{T(oEWe_VPteUR&D7X!{gUAQI0&aa}qi`M2_m@Fg+IYJcJRCGhK!VM!XKCod
zb#NJV+|eopj_upiQdI63LcXdy99v%Jk&oR7ZW;TWe3DykNVCgML&*|>M!NN4$Ps-f
zkRFdm@|KVpYk(wc#=jXEa`-9tQ?~obkC%rZy^&Rqv*fLpfZGJvsx0iJaZPXe(=P+7
z{UV&SrTpFTGk7>?^&1LA;&(@G>E)_0b~hYY4YeTm3-E37X>1fpw3ARC`L4*VtZ4ES
z@-|1*uZ&pwXq_HiBtac#JBff~xOGREeD0`_`+sitQ(mA*o;?|Xwjgg<0d~Gi1h<;o
zE?g@jn)@x%An-DZAE|I@I~0b{P>0CQl2SthE5hF7QAn2F=Z^2lW4Ls2_9P`yszmd#
zyCvj}*C1c87`y@Pyh5IB1$aC1uY^myDZxuGqCliqy5mnOZ0H1q<K(L&BTGrVzgL3)
z^l?b8%H%%MM>MW<cD<V9bIDh|4SD>OJ3`2pjsday$WjG%vNL}#)6P@i;ou0zvF1z|
zMukq(VaO_QHu>5U$e(q+&E$1{1s_N|r^ruuYsGSsL(SN<WolnqR6Z&UU_!!VIJR*w
zXEi7!m&+W`W5TtCBv*uEE1^D=KlT#j*U<hy<cEuZf1+Ic2LtbigMl|;$i{-H<Ox-w
zU`;c>M5d1Ix(MwD`l)Bl*%+5IdHRzHEy)ivV`gWNaG8Vi1oo}>0#ukx2hH0dAbsD1
z9*b$HPF4hDqr*?+A4P-PMBbn}0vg2=l%_Bf^doP#xSr-;?tNjxY$ohp4MVHRV{0JC
zJvn|$)w-jEaLsY<aUu7AE4en5_fKC}kazq78GGE7zo`CBL&qDy@jc9O8>v)v@HKmf
zRG~XQCZD$k@=^fqcuume^2hsu+xWbZ{Ilb5Y;ErIuq0?*?kI``{FH&43I{%fp}BOB
zzcw6vG8f$HIGucJH*oo{JJyo>C)!8J!^b(kBvGMY9r@muw25;+!B95xRN<PlxxK(Y
zCht$)vn2Q!@{{DNE+b2F(&>)m2aw@bB^(b2GA_EK0Tar<6LSBznQx$Qb=)iu96SN>
zU_1FhX29zH8u<Y(HxntJF9bVp&VU^elOr4ik6A(n5^VXnQMgu3wdu$~Kb4nbe+Y(p
zjF&&;h;=`MAeV@#e8<fpNAxv)dNd_Jx+LWO-^Klum$51ji$Yo#`AZI22DoE_{8zi>
zx$6k%9`Y5!wIoh)*_uGEAE8voCE14Nlk0*{<%hB)tfU_x|MInZX#dTq@B$NRd<4ff
z#Lgn$)fs#j<*U|*<B9q?OgUPT_aL8f4|s3#mxOCT(HuXdjZ68<A+LjT3FA5DTV3Xp
zSx*%neIJgk+dN9%qCL2%yJIT(gamNwmZcja&=cIAvXZN(*ABGk%72MS%hOPIQBcQ!
zuvHf#|CD@Z7dR+Jex3Yjj_uYhD>Q<gZd}+JA0gbWf#r>?F?qr>-G6fhz49OoTLipA
z^>l9r*iC+pi=XBU<9qTHHciWC@F2qYhI3~V%EyDJ1hac1Kc$(V-%Z#27k(35W+HdY
zjO;8Yi-vcY>@Od$3fGo<;0DyJ*y0+)T!Sp&rD!fyxNGU2{DZ=^S|+BVJQh&CC+su|
zx^96XYq^{0An`O5tf`+PKU5a-*0+-%5(jSg?kV|8Ls-PlX1#fWa4mrzY^$vp!f(QL
zd<>4mVm9(@Ql=_DkTqSDycW5?LHR6rI2g#&CU@hqD4nOmi(XSIC9|hG_>!j*)|8$U
zu4UDkWpy7N4<WB{GvtW%k?pk8%JmUx|7Iw^6s8(l`X>}(qF|}Ma4n%7SCHdm;Gm;$
z4QQ@6T0BqrimX&C(W$h*sVwTKjoPUq|K6Y>|J>pr`Pj$d*p`lRpLs>OJD?wajgCx}
z|5aW1FzV&1H*akdu2G)h;!2;E*CV_18MJ^R`j<$w$%?q7{M}JoxN7?6!E49|axS-h
zkx$7hK8SE%p`8S2bZY0Yj=OSLr)&rw4qjryzXe5wiBq94h=xv*?_3Hl3ww8@wSa>a
zT&gFMcOyR(pV{&2<awNZX#qA&J|+XWMw-C0$dNR(K)9CBmv^9qjBg{qFe&6Dt?3=4
zo&CH@kV-qXr4y<B!Q=l+Ui=5oF(G^n4n*G_%gFsLsN>}O<{@X6fgY{lpq01M9Y?-(
zC**A&`AB$_YXzy_%b%LZO<WolX9$<6I%RI=LM$t9bCw%s9+Fn9S(@ce<kbX@kI4PK
zsv2$4nPR=+=3#jcwA>KWRg%?QHJ)o&iOzG$-B&YtE;k|5>Fp=s8hn!<LymMIkA4*9
zcCo;7lQ$rLw+}L9<MH#t(J5xgUpmYk^SaY&YM#0;b8&o5UabK5cl1>JG2}PI!JsgC
zUE!M1zNH~AUELjPAs-G}uz-p%;R{L7EdJ9d<cPkuUXKejbp0I|N_13S1KJJ_7Pki1
zX8`qhi@fmwa4V9Z$OpTtmeMG#=wlv-p#v;K8`#T`r;iG$-JqQN83b*}Pp~(d{4(-)
z9)sgq3@BfF*l*9vN7CM~EP9X$EmEPt3<pmM*YP-mB~*ZpM^e7@2ar!B-ymE|Zuc{F
z9jQTnfP6+0xQ%<i3U^!MquAuFh)Vtkk*?t8P+l79PTuhmIF2WuCtMvbPKSf)<nNgs
zUKC6qzeHaB6`mGaw_e@>jw3_hK*m9LM9H~8oXlT#BOq~br*Lgt$rC~jSrw#_FU<`*
z7Eo965yQa~0#^xg-PJh|L)&0zG(BvkLOwRGVdQN(!g16l7_yR^Dctp|hu@;ap1UDo
zt>zc<k6s41A+uyBSnL{DXmHh5IC^S-N;GN)37hA)k^384X`Ny5)ELNDW$e?){RPhj
z^5b!km-*Bk<+?aK;UIesBv@vLA|W`!!6iEt77EwqaD-<IEaTt+<!>>I*3Pqbg?!=f
zL(alw+NnqW=xfUR$wL`Tcv=#)+KaH~$?1hVmXSZhZ3qkWI{Dk9>Nz<p^PW$_aeCvr
zj$8X2uiPyfSIb}O=^HLLtH4okoV+4y_bKus-5`IQ+XY3*y9(DL*)TY>r_q$}=?0_Q
zOSDap4+rPiAdAq@Au2THk^$y|;0hfyiw7~sg}cMCzoAk=xMpn7smuYjBA?Yjiz+NH
zwxHuBOei@BW!QlHEO}Ay?EKyyaIltlGFTnGKwhOD?6jnv56K(wtlg!G{~(8ytwuVe
z7!+hx>yC=#S2<iKkv~sfh^<w|8h6Yi_pj4!Bd^A*U&Sb&y(dS<Q#AA)6CRfY4Jhz-
zwigQ5I*#VDw=(6|Q+_Z9DeERD$lK*d#;mngc^dZnOs|JUhBeD3l7ME}i6Z{GYcF{Z
znzX$CNq&^$p;c<lUT~GpWt4^XjBw3L8*e6=3i)s_Y#m~@(7vFd?TMLrVs9AQ_IJpY
z#%C;(R>HLmPxHEXDe_mzcO}41d^8fS)6On;3(^BY5TZiibQmhu0}3{iEF~Yx^TGQl
z|GjXOVN@T47E>BMAc+!1gllO2Fx%VY=Rkf7<;POKeHBDtMe;5AAT|^0k#+hy`|X4C
z3!pHThF(WPFoTz(Qpk^xZ{d9!=Af;Nh#F|VTba9X|Hyzka@I7){pubuDeq2$zl3WQ
zx7!|aeh$&wef?o|6n7BHlQ$th%H6rn<P(LXK;NLm49017dYODxRpi%teChy1ux%jX
zpGk|&gloS3C;@p}X|E$sm=JQ3xhelQcsSTP5(!p7X#-)%zd2$Ec}I?Y`Dthl`7!SK
zn1jzv-dpzE@eJ$-&ugGER%NH52bnPL1q2jF-i5pg$HXM^m&v1JkYkjGeDzGY)={Hp
zK^~_3&y;Vl3-T_*;y-9U2od>H`x^2Kg`m)khV*$QE$R{DLXKF;B|HmW^hL;9RhA(i
z&KbNu?Q{_CR+4^Oe2xlTYr#+jDr_h3+a0_%`5lAd7-y`vPgpmSkLOj%{FMJ#I7>G&
ztghV8mi0O2h-V3{DcF;|-!wQ(H3Q^L$StQOhQLm~agetvTuh#mC$QE={sa#Paa<`_
zLha{aD18nLCDHNo<c)qo-O2#!jv3^!!ysRs{2;l%6ZkuM2R9;1cFl3+p>XU^JKcqA
zqng1+Wpy~4{4mdp%hU1Ok@NLrIQh~23Mb17ShW{aLfBRj4+z(m)P#eYMX`ju2B&rF
zB1g#=aT#Fu52Xx;ooQo{eXEcD!o{y#Mc5H?fqlmC7E)o>9|*{r@Ym#(--DsPl-Kul
zXrPlPft&nG<bCIX+i-nUxMsN4c(pH`?E4s68UaIhHGx7J@pj>=ko#E35&eLR9=}um
z6P|n6jFc=kH6Z``?+e1!&WWdxu}*3voBUg%32t?InW|^FL1n!wZw6E+bNa5Ps&bUg
zfUE25bym3T$=7T_R;=<S2-gq}KaUWkskvjha0xjawB~Jl@_%>yAb)6H(s#g6b@JjP
z!B0E{{;y;5Sf2Ts<9Xyi?S_1J+WAMg^+b6&hul$;nm7uk?|&PjjVW56{EJ7y+mX+Y
zOl_ze+e}`{^?@~mo2JI`BbjQU(I|?~Ua#wjbQX7X6|OnHo&h&zXA0$GzJh!c%C8qL
z=k#&GxvNkp#Ds4nBO6Iv=V@;#Z+k1u<Vs`U=O5lDZ>3N}xK`09Ue}NUaz_X9X?sKN
z|Lvl{U!<MM9F9H$4*mfT2mW}J@FE;{O-H=e%-<!?RtDV8jD8cY0j+F?jJM4K5Am|h
z(So{<XUsMLcOq}$#!YF^|CS&V7T*O2>lx`;a{oeSk#TTvW<<zI%0kZ_&B<3Rg`Ifv
zk>r^!MT!4lJrfr3oXlq3W5P9O<M$zF)`4@3hvQp3B}<}%dgR+agyX#A&yyeEI;JRj
zM0hzZqN}e$p%fEZO@QOUymzT6>+;#i&c@PYHc7IojpwSuhS+bZmgZdxyGowyt-InT
z!p_>&aG#IvI|<i(Z+aW~)>oP9F&FaTps!p1$n{U~-~$@+?>Fo55)2)g4ns1sx?{3%
z&A=dU1)Y5o_P<(OLqG*7UrM;jj~c05s>~d>WWwCpnG0|<`2p?<%c{p6*Mw`%u5Us>
zR@0?kh6DcwksaiROTqpOwW3WXc`_6-c$v<s^da)At)O7z+Ya)r;gFipt9I_VEL;OB
zFbDxzj$>Z|kMYhu$_Rf*i{kgF%nqKF1m)d$Qfno&lZK9@!$D0tKC0Z!DL1I;KYh|<
z3M_8f3QyKL-XuR#7+i|T9lwzm?F(+*I?Ghp$vPiAJLPMF%P!OCkVB@BL4~ngDHwm9
z+<%JY4|0D)qU1C<-p11_vonyqirb{@C-0PEL~A8Mw_iiv<*+?e$j2p(b<-2VwephV
zQMM&%r`B{hUcV4IZb<%-aFqE;{Yx|(^n~V|D2UuC4J=On+)*Y(9sDZmxX8P+VYyX~
zsZE7zt?%YJnq~1N;hK{~cBJBzUkiEJgRhIwDl_2*4f%U0MP|Z58@6Y2&|A1>V8T&k
zAP+OJlHA`Cd7pN0|E=_(XXrRI3l6gIW)gF-jeM)u!A_F@%`>57+DVEaphg)8Xfy+Q
zh`bB$ol8;qMEUn56a0DfMd69AW4tDRxxyV65_x&KkNc@_odsXYEs<vA$+HncwXz7I
z3VBWPW9`8^lXnxY_J{UFUHr<B*F!!oXwIcXX)4GEZ=1{TA3q0rvFuP*WQ~No=IGtE
z)`9ZvIrdm{pH9BWI}<857j_aD?;g6Z3oa{$70AdA20TI%G$WV1O{Gob{(U?b$o>2J
ziqC_cqkq7DIXZ4DTr*ZFmvU)5_eUdT91~V>xoS1En0(q882X%sw$j15i{K&hUnsw5
z2zWaAP0D9lN$BujVLl>i(-I2$5hpzw3D=VF*G@l^XX~1|+r_>LJ42X(iZBzD5w3Rp
zo6VjUF0Xr#A!;uS#ZX}g4Q1s}ltez8hD!1zC!YKe`6Ql5<R!mKJGq-6WBr)1xCIEb
z{R}?apr41)BP0nr()7QMfMS7z_QEv>)kcHgM?Rap2|JZ_lJDtY&{8;FPRDr`!cJ%I
z58f9%0!yu#;BQYaB=;XNNL>U&?YM7vnhr)rTDFq2-9_$K_+3i*H)hs+4f!v<F67+D
zP`ih4&1OdqM+q)92)-r1IRM!oKwfk)<jW5QPa^LG{=fIkK0}4;obP*6VGa2vo;G(N
zue<~f{Iy{#;o67Ra~wR(4D_XZy)hxNAZ`0G8v2?FpNy>Q$amy_kq`eh<jC}BBotc;
z$E&&AZ%z3z<Xydid>MJBohb1i?2rVFbol!rXJQo%{Yiy6oP~9s)T7`s$j`qSa{qtG
z{gkI-glpB5ynqZ?)pREJpF^A?Jgklvy$nM&SVT*y(B^}B&U6tvI7GgC5x6aE{w6Q!
z9>uzSep7il0_wv1EYoP`7xI@j@#1I_6RNxpg>AjzpbhzC;TmY0cabyeD|;z_vLfVd
z@mXvI?EJ9=+$OAn<hdJz*ND0w9@aA<>s2_g#pE7x|N7tWk#%ilV)~oOqeg_B9UDeV
zz5)Nec(31T=3^>(jp^`TioD=T$am)LM>WVRk^8Hifx@Lc!ojXRh__e_G}cpLe)-G=
zlH*M{@E@;ygnZYS%mGEn&vXH|QS@DMJP0X`H-nL$XTnwPURv8LB#qgP>kP=I{GQ~4
zIfL5Fw~l;;w|34hMW}WT??FJN)vvav(oA@CE)udcpx(l@$u#PQ60%-CQn_30%%rCO
z==DMJ`Mi~>HZ3NtK?n=H4cdm}!+BShl~tI0dKN@hi*`N(uNTyR5ed1O5WEEkbBlvp
z8IC94!jsTJl>ar-vYj--sI^c_<AU;WCf66PB~U2|CD4`p3CjCVZ!8ra`+q!4zmD=Z
zYapzC<{ms8OuQ2b=D5r{I6l|{j(b=@!nF>k@hrY5`83K`<1l11=X%P=a4X)*<0s0W
z{x~ESq!H%N0!z8p!@(yU4hqvjH}Z^B1Zp+0p1cL;rWDHG60RlZZwlV?Hh6ZnshTR^
zQ~p(y1kG7dMp~bSI+54og7@D6kUX6wVJ)EC1~^!d6(#3dx!8JGxofmf%U|lrzbp6_
z`J5}zG>ersLVl%pzLY^;CmuzT#E1`&$1DN2BFXoTvl9+JV=FL)N0AWZ7!QS18hVHP
z%=nNa)-O*9*Ru8RzsvS60!?AZx1sSh^0&@u#-y^7>EOI1sG*egaBwgh3HNS-p>@1U
zVTL*gSNWt8D4~k9GnDcxIYL<-MQ?_k)7*~CukzwQD8Pj4+<35N+(Wo73}bJiB;x2`
zxNvox@Ar@+QyAz*+G)eF7h%aWJX>HV<1g5;3|AGNs)lYo1JQzX&_WWlO>7tg2Mx(*
z3P-E?O#c#zHEGa{ih{@~YQC@yt{PLb*n5!gKNs@)Z9_dC5w4#6bJu<3{yps3wmSK6
zaPTY)WjHhPpfC~w|C-5g@}lgi)|%#$`;ST=Bu@?@16JAD-$$T$Vnc@rI&LNjS`r5j
zg&gTc-iLh14DctI;|Vm>p8YC`@(0LQc7kJT-qp9k@q+(e{AsJ{!i2u%pfHk#R+3K|
z4K9;|JL0y(kiQ*JL%3$3S1Xk0kZ8!aB45C<$(r{N;bE<_pV^L?v0xD$G~<?}jTjfm
z&v~;@>m3Lvb{PV-X8)pa4anbvT~7H6@m%C}4siU&gkHSc#T+N@goE7u;9v~pyBQxB
za>R;yCVAQh$eW!Xglj<Mc^%_b*K0-fZz`-{juYsh*)DXrDK}uK5P3J@T5>t&fHxyw
zMqY>kRU$t{?%xkoC;R~nT^bHUNzu?4Lq6w)kOMaH%@?jY$lkH8<KIwzH|3kX3_F&A
z`nzG@U+&HluA@+7cITMb@OnzsS_$oZ&bGY2ntT?=AuGqGA0moiU&u+W%?5>D!nIhg
zaI?<_%(y*}|D-CSws9*(xX6bCe{Xsb6*_c*f}NmlCGXz{d<V0CRJhx%yowB%gIkoZ
z5{7(UW~|sp%)k$tfw1f&(@=;B%gaHbG8I}2*PNA1frHZIgUKK34?c~219^HBxQ$k)
z$d4}qcR$5{P;f6Cr1eEYbsB0yK7-FmG$bEI?%x}p^<(5L=d_TMOpk^_1>u^377bwE
z?2Hud27%_hL8S;C?4`oke^3%h<oQ3*qLx?8W$ETfJMssGtAlpD%2}Iyws38+JNASe
znHYtHJ(NH5y7zQs;ZI>GUw1@Wg@&Fa_pf!1CGYqc<gJljBwx(6v~`K5pTYkAk&qu0
zJOvM{B|#g}xob$UUhp9m+AYoOAkRJ+I>C$VT^VQ{@*>_g?ygAjZnC@bllv9EOsRt`
zUmKP0*$=Cicypy?=V|hugAm0WdRs-_i;J2E$@d7?azD(L{BSf9esDa9yxT1%Z}<w8
z$0x$*eN?XUIf5w9i*dQhr;=~u+R)1MIQg{Iuw#v=)&bZVlmmPa?aTlV2QmdX)R_t2
zN`gi`X&hQz4f69ebdGamVe%$lz(K}@kR#d2$CCT^_H83S=Jxue<5|wWkp$gL%yt|B
zWuu|X<cEF&k0H<fB?2wII^;+Un{{>J+6~(B%*RS-GkK=Vo7(XQeFcR^tKgt39c&<P
z#w{BQ^f&T0??S#Q<?|kdonSL~GI=}ls#(DEkPj8^I{v|CNU$ffK9>Zog86(3Ih6{>
z$q!EsIr0E=9P>3C-*Ey}W{%^@XGO!l*=b5Xr4c*+6Lc_#34d_^FfaLg<k#23P$Kzv
z<W)FwSy4av4FamaJG0|u!Zl;#qY!ArC@p_E4p5=|L@3k;4r+W0g`=;99QlViZYSJL
z2G2ph8RcK4e4UbTP@epK$~WUCSVi(HVJ1wg1w&R6^$x+oG;RhVH3&wKFTWqe+Qd%s
zBwqS8`Rv~z1O6kk50Hmj+=oa5=BzUl{5Oa^BV2QQvJXt(&m1fv|FSE%&C^H7U+3Dm
zCFL&&*CDnu)>GkspDK<!3<t9~dstnD$o<#4%pjl5#_P_v#mPS5TF0k&t9cw9pQZe*
zOq)u@<ZBk+!|~)(nd|H!;W$Hjf)f67YU@=(Tper(%}6wS?W6pN>?o5C4B-a(e?1oL
zQd%ED1pj#<<o;il@`J$TwWrLZ<z+J!wr+ugG%8H`0fvsP0PjlvF?l*?ngsF!M<L(n
zUdYQ5(j705PjG&vk61I?%LM-|Q%!z^p$slQi_p**@}t*KLe>gq3)hkx+Zfye+D!Rf
zoH(5w9f)tLg4^V%aSX2fdpTbsPpgEySVP<+TwQhJb-){9O^@%6!A{eekhd<J>nF%B
z_ExH;gi8kq2iwX*!D4=b3OzZ^)^X;8U^Eo|=M^^V$o(7V`X5I?h1i8{B3na_ccq1c
zpcNhD{22<zf3E9D3G#c%{bzwYk^9Z>U2^}f`6J|+UalzqgZLA0{5Y4ez3Djq7w~qx
z3DQ=W5%MO(P;!>DugTZMg2zY0P=%AQlfr$eB-$S?+)Y^eK))VVXIrT7+g~UNtD0QD
z!jS)1`90)yyqUG9aBV9U_rcC%bi9cC_%vScvvGX`4V8HX0a-t}MukzOVQ3c(#h*ez
z`vb_^JkXYW^Qz2tUJ|YW9h)C=7JAv~>KjZL*aHski-LzQXs8*B)RuE`zrpb_cC0cC
zs13RQrq8#@{pSj5hEF4+M|Z$+dRAB(EL`V@lo25ZtR&tbKl=;h<LP)m?Z~|sj>wwE
z9lub%6PI~rr^4^>n|F6sC@hJB!V{6H{bCAse?ijK|E8=cL2DZOh3Acq57zQzg>Hhw
zlpop_@;0<S_y_D9T$8ybo)zu}poeGbU*gGsjCvzA`?i8+7rH9{CoJ~h*l3NjmT(Md
z?I@8E1I?1ud`>0AQ_km*<(}ko$o<Xxw`u3Sy0FuR@&(W6$~GYg#dLEdmPJ=yxEs>y
zaMQyIyQ3ti<76&l^3%`=a{oE#888&g9TRermc=#X!?_5sY2iHiRaYc3q$JTniL=b{
z^T=^Jd75yo-CA!UXEx#eMDD*Sq|`ac`@1c}$cOS$o(oimwB3^6I$CEqZb!#IQlZbA
zaBRHvc{uPNz<!WCs15m7XlFWkv&X@!lNY}rLz+7FPtwvPL37+I3lyv)w<S+r44y<o
z^MtFN(j0L*kbg-&dkZr55$itxMcChZibI;!Sw|*p;u<2EhE|g2sRzfU$p0qypZ{ro
z2@V$W`bjF~H<PdAT_>e&NIS%Y@=<V*n+iq$Vx%KOj#!|Nli&Y5<ZVT|oZP=H^K<e>
z6JRGh?dJ$zM$zq$MiI4T5mgtiL&pkl=x8Kdt7i9FIJU-E=nA<1P)A2{|6%rN<l$}`
zU??9W`jQFPyMbGdFOm=St_(eV6^{KEQTHP+!UaMF+Mh^XtBkWB{`V2^vrLGwcSum7
z&NY-!?gW%jP4cIOYf1Qn?iTW9=OJ$yxJ;h;Qke9=QrBT<_Hg7li4F#m`>&vQh1`Eu
z_Y?AZqcYpcEvr859UZ<zK&5FvRd`YdN$}4)I%$G%{{_4o$d7G=g9IANeiQObxuW<F
zd6h`Z!Ezb4DU<#CP<oNK<PKF!s%4P-x91!nU-4(=g1zf+xc4u~-v=HJ8gj3|I@K^L
z6dj3tl%wM>glj>SO@@P#QAoHz`Fc$t|1st3+=BeoMUWqs1qsgx*YYdBMCG-Hsqi@y
z4kW`+K|0v-4-_tPAIb{0j+~gPp&{H*u1-5+$%Cq}WAaCYYX(x*gq-A!X!(^U|Kg&M
zu!FZzba%<(lzb3xFMNeLXrtVnaZHiFG=weVLQcm9j!(%OoJ8J>(&9PtMjs$FEAymi
zL~wHl?AVb0h;X%knf9yD&V2B2u#+Q}8Ty=tMwNi$*5;Uo?&Ec*vgCcTz;WzpIF4bN
z&lB#-mgCQA%4Zb;<q@}iBG#?Y>oH+UYve4B3M<K*{fvMrlOG^oa2(t!>G#OU=cQNV
zxC4Hga7*3VNGtLUyqTgt&GjKabUm}VP2~Qqo2|0Keq(NkS@|skm#52%BOex5);pna
znRAx$a^#(Odzs~L4f(7ou+xTtX3qvY{^Rit$s4^G5=rS5=HO{2_%G_6CtO=|_8Y1o
z-)nO}<#qGqUwbX!H0|6q8Ua}gc;GGs6#XoCQnVNn|G_9pPzP6rg`DZ<-OnIcMuiyW
z*aH2P{8cVyQz%~`I~+t>W_Fw|T<sry8dX+{@{@(Tbx-TjNU*)c6;$}<eQ>)M{30Fr
zBWPR>IQAbv3X$h5kAST1$CGy`;azn2gbBMiv|6LfBA@8c&fqUSSCOAv2M5-8zb6mB
z4PJ~nE|v>+4wnFrvvtonCgk=S<3aL=`e)8T#oRFD??dz?@6X0)bKI-sw_o~!h&~KU
zg4Ru=CsEWkjC@ap!zaP>GY6N*Grhn?((cWJfZC*I4)kgAOAmnCxVD8noR5=_4XFPx
z0WS-_{XB6yIbqR2{riHS5w2BpXf7NyWuUvr$Ibx1oBR-YfGHpx)L_DSCT!rY>W}0}
zdEvOtDwM?c<ZXqkV}G*xj(h>@-Wpx0ILK$-=#c&wX2S7Vh}24ACwYsN;5IT>yITX2
zqg;rg;8$DW8c@mCGRv<f_urj<TDiWG@c>6UYrT{6!4MutyFEZ{Ctt$d)BEW@IzQxV
zoJ9%sBd;f1t1O`x__$~!bff&DLVP7-D=I9L1ikvQ_b22a8~G+G_;*RwDFDa*CkI{-
z?izJ%IL^lDd?w|uPJn$mt*Pc*{LX|XoK&nN8p+B;i?qNWFqFZ7hDYjV$lSG+$@{r-
zv(u!r<aj9lb{kGD1atn|0Y;FYI0ZL-=;mGWIG%V~%eV|44icv!BQ^r3#Uta_2g8uf
z&FzJ2KALl!vNk!F`~;WEmhZX=kRQZrCwUoA2Ki36aFe!chPF$B*4!zt<_=Mz#ux-@
zQ^+;)?7t&W<CX4#<J$8eZzqgX$<J_Vamyz0AM9g-|DfUx@^e{W$Z}A<FdQWQ0>?H$
zwjy84D-SkKEf=m$ssDD!pJYiK75;=4>0v&kYB~6ahB|Xk$#_N)7{Z5tZh!Y@mT<M>
z-_LqBvTl^Ta;>U7=&1hv=Q&yk*GniFSCBtzdi{jEupR-oCi8kE?`U~(;8rI4FK#?X
z{wq%rEb3y##JyVpSC+rja5C3Xi7bc#<o&!WomW&-<fD^OaJJCRp9tP)5cqD|X)0Xp
zU!94-lgP(_hlB0jNx@e%l<5tNqVzirHQ`0;H8eD$I2<2(7LJdQuM@70*Z-9{(94wH
zP)WJ8HJcjqB|#zDy9UrixaQd3@9jmtv_Bkdr{htybFL|JY@Kx{`JG&myFQ?8J%0%}
z-omEUl7{99SI7R7F7Hv^{}#nxl+VtRu=Q9<N!a(d9GVJuTka9oO*1;4K!x=&$U$%N
zx5z)|E~wRgQYkn%kOlIIl<!17h4*eZAs<HG?>hIVY<&8L358h&k5D0JY3&sWL1%vW
zFqS+;xR%h`>ZpPY@@B%d?)~@b_aeW2<AavJ93Rop)#Wf$6*#y=1^)_YxqIOtgYPi3
ze$_>|2J~zJ*m*AshF&Lcupj(e^0Q$Y@~>{xONImgjjO}R{d>+gk{6Dk3M`;g<O6TO
zv6Xb%eXt+)Z#WsograxB(8DZ=x5*oK2RB1MlFR$<oTQ$P>oGM24*Yx9&k5HOy7GKT
z#iabB^|wr>WuV}HeWD!s8LqqHAs%!k_aEk6M_zJt$Vom$`QL=A<K`ih#9eOjp#ICk
zaS>kGDo2HM@}DLlXVweqm1EAx@1^`2a{n6zeal1s!cy3=t%MEAb)DwlfLyBr6b^W^
z^Z@d{17T<k9d9T9;}UXabH+{bD?G`taiv&A*w5XO>ogmoIx@k3x^XsnvzwV4(H*HU
z)Qigxn~WQg`*X)<!nF$i>tlQ9f2XM6zxnOXN^pR4>f0;UGUWa}wS&n0UbC8f#Q>C?
z^^Pwph2g+|Roo>i_-_JjR2lOA6W$}p>%9R7RuWr<YmQ?|pyaIXza{@HTo?(~xbCO|
zh4pWOzs5SgSGbO7ud<QaZbV1&heL2|-7ldk<agx<A4EIPk}u?fAl#S<?=ZptAX2t!
z|93zs!Zo0SR}rW=eu><F$;}t!&GR9k$KW>{)Vv>t{09{#kYB0@g~AN<6X9B<E6#)*
z`I#pHS<+zV$8C^rNBP>qT@`$VKy4E0Bs?~_JK=w>9`=q5m?S3wTWGHlr|TlLcV~6@
zX|y$S$qpw^xCTGWVDJXHfA7Kx@|;&7UxxNe*Kqd3LDw)GBr##2BxptkJqLxE<P)I~
zRJ;yujr&{5`>#elL-{NjA!p$e+DWR3jA0m&j%njaCnjXyiGYSs;Yad>i<up#)<U3b
z?f|z-p3Q`7lPP}!ygco6C$IB6xI6jKfng~VvX2fqQOntH<o;_DbJvE0t1MDGiwTjp
zD~1f%csEkGE-U(TSz%4)9pU9P(tMoWt#{s#1g!%9QIhz`y2-MruTls8{j0>Qh3i?=
z0iH$0Fyp%^zk&-ti>q!V?<>**=RN>)r$0d0mYx0Nog0DMrJwi^qH9+l<v2VVeku#s
z++=#Cnj|eC_dl($Rk)mkgoCxXk4wJeisKt9%&Y;&wowpQ7Y@#31FuN=TIBu<e_kMu
z$pZOA${!%#dxvsq0hZ&0dT>zw7IG%#=8l@={-;J43D<g>wld`8rbk2mBg*?<JbAW0
z<d1BI{eMqG=ShMV-2her%mu+g@;n8RgN3jkq&0w{(mNq}i;jDc``@u0Lw?~qIKH3q
zn}o-!<KA3`Sy3NT1$W|hQ~pwkw|TL}%BpokaR1`T8|3-gBjlP4`8c`%wy5Mruv7XZ
zLbIvsVes<7z6|8?bs8E&1%K1@ZQ%&{8YTSA$G8XKYD`^(W|@72+<(M#hHyPePP`8J
zJdEIV%Fn)mkZp~63p^a;<O{Rx#HCwfI9|RChU~0*1G#@URnCVXzn1bgC-pb}D;%$3
zKud&Mr<SKNa!-%R9{y9920!H*d={eYolRgnD|g#$r{V$f{fi)<kMil{!{>ur{m&%N
z$<t4}p7FDA=@ar*+IR$MqiK$&E+Obu7Q8tfB$D^t8*;>k@mj*Q;rUO0W>CKH%aFH)
z`fSSMuJV4jS8=~FA%SZV%R%*KaNxfIcCm2n)oZ_o16u=qO?m&NQx{d<^_4;o!(xr|
z$f7OJ+LKq|0Bl9_J$Z<0i9}Zb@<s3Fh+y`Qu(OW*Ug26KE9asvijfZnFA(^<;qR#-
z7uwfU^&fxi`v^>yXH&CkUqS9~XMZPL3upa4gf^8SWNiUEmx>~^ZsZ-n>jnN6-V0Rl
z$CZQR{__x7B2lwsvMSUPe*Ep3H^~R^o~so4|C8K*ZaiNr*zq62?n>@29)^L3gFU<f
zaSR=NCJ9;~{^xQ|k#8x2g0iuocxyQJUqw5Y{NQ*Lplq_Z<GwbKA8vc5W~iMcxGlV^
zP_SiGf8iR?jKXl7#z5!MP#Vt<t?~Ro-r)q~ZA<eqd8T&{WD{dW+Okol){(!oJ^Bxn
z?;&r(yi8;Wts*}~qz<2X6lzIT5V;L+OUPG@3ONPaCpt{t{sJOwLUR=#gB|~U?_J2h
zT%WmQ#)GE>UlvD#%{BX}@XB`Z?sQNq^4e^Pw`Du{@xK=~lf3h2sM*r`9pPF7BW@xe
zwxs`#^53|1$L(cD)yHAK=}6eIdFe&rVkaDAU5SiKA9ly5NC^D*jGiPv-Ujl^qalBd
z4*XY6S8or;{)07B$uY&s3~n>r4oT3Q4S639o`C(}78U##ajcD;pCbkM*?*vxGB4y5
zHZmU<g=_m+&h2{J;z;WN?!O7)Kf=}hr2cSUknRUjz76~40P=0%;h@1|C|MhLb3FkE
zt#X66qC!*Q>cIcRRbR^cFY8=J{vii&vwz;%p;7me&G0=PVLEm?Vz+KqLAaKI|9ozQ
z+<%StCEAHQ5_0yftrqSCJN^ZQ+TiknvI$VIx=fb@y`%FG&q}mw>oHQemO&G5KAuAd
z)B2&zT0lHFO!>>Nh8#&{<z6GdP*pP=zTJrOc1EQBi-=2+ANH<2JVD-MF&x|c{WAG-
zp6ah>KxfHsRfYTt4M_Y4<-5SKf8S7iSMVOuP_Xlghspg{zRwe`CFFmH@IA`=?~^z!
z+--o@xPiL20ip7faO^K-yOLjiF>{XBk=w3HW9Ik*`LZ35w>I%)H`teZ>ootjZ+71x
z37P}{bA9`$;6HTOvO5g<FANQn`(IvMMn0e~0xA>SiBR8*<Xs@wkv?a7_UDmqd!b1^
z;K#qv*i|^zF~ccw#~Bo*HHHJ^nck)#K2MPQFUIWr6g(Z~^EFoI(}ZiutQ`USqY-zI
zr>EoLAm*EpL!U<@rMe{ON%ukTq`QT1?bq!$A&aRrv{1NC+dD3U+qC^I<&(KewKj55
zxCVs#sB_$Y)4<)4oeN_MrlvlP^hJ#kaGxkRYDT_o4!Er$2RpU!L?&0Pf#d?*-dZMH
z!}hPG?4<ma=R&a0?0-f19$Zx*Qxat_gylcQRuw!PEay0A=Pli-;D1vpL%0UyKbyIg
z{8k&dG&`kwL*Cz!%n+{Scy5tqK)Qo<l4Vrb9>9>bs6WZKlm?%Kd<U<k!-0Q8+E((V
zF`4aLB){;YIu3$+w1TudJ}y<IIa|&ITkgCrTqDiBJtR`{RJr>Z1bZm|D0i1zk{_l#
zzY_ZIM?x=C-oLZ<!M+@h*8YLIx8C=HB&g#<L&4)TQaRQO*Fdj+fSlPZcZ+=OFOat>
zExsS*|KZkUb(jf4<SCEULm~fr>K5s;SU%{rR?=f-MmonCiE6<{mmL0z>eDX6orO`L
zKiuu+w%Z5Pdz9S&kYhjcl$)@VMER}c2d5*Ow%>IfJS9lyD#9wH)c`p5Kb<r>(sGHc
zdLm37{u}({q@TsYwU{?~J>YZ7*NTFF8<OrC2si$-x~b&5UI;nMRvz7j%Lo$=`g^DT
z8C38uacv~`zbErIx&JD@zRw__4|!jS?PqQy-<eZ0AWeKBb6ji?6r|!Ev3h@w+`p<&
z`B}(M<_Uu3Y%}@)JhM0$^10uGeYeEXE|&W_B>0<A4+_^RIQ?D71(X`)eg#hp*TK2}
z4H&Ys;gPiCKMV3LdFNb^zW_5q{1A4re9e$xqtoM(ppJ)d^){XgqscdPM_aMQ)gs~A
z^%6V6&Rq=j!RNvK`-w-9Cl}|8Z;fap6Z|(o{7Jr;MF%(XI+>ve)PIG=Ao5m45U8yt
z_X*cPTeD3h1jUfG(!*e=P#-8f#vC_@j9f0AWPv2Bp8sW&@2EB-57g>&e#$i*^8P!%
zI*|Jp3D%GwItM#l>HaKuN>C>jS+-%n-V1P0<{faGw<kyHzAo{8%4GjJ#Jfg7Ez1n3
z#nMj`a{rYBOUV5v{7ZykC&X<vI~ROXxHO{3x39<KjUVOyBR3CC4mmduM8VtA$QKf0
z)g81^ax{{kLTYf8ydL*@5NQxp&Jf#fm*{c%OKYP7Hvw%IWh;3bu9j>M;*@HNe8tr$
zU3-sH(UGt-X&!u72Y!~^Ka>9yJRB4|4nyYPFDevz0EW6UE6JnapaW|uiF}Z74ak4(
zz&Og!9)}_^`H#qpx_gvm$bfr!Bid*<@Lx$hjy$Fm0<u6)|9|95jzK`#D#P;JXhd3z
zJky)5b;z0_30ehhn!|zh_`ENIzslLc?z$OFKHwT0SUcWDzH$ldSjLW#`yal~KURh;
zExIPJqKH-@(4e9uC@((<ChVlUDY<`_^(^6<foPtV*|O#^c_H4_lSKQ$ILI$c=8$DM
zXwC%x<6*Co`_E4G8xKR*#~=gd_-)~?O+1ARJV?if$Zx*_T+3gME0UmR#(TXp;~W#<
z;Mhwj(lrndUL{}m0l2Mqz9mnX1^yA`n@@zD^seBx{u&*Y1dTM?mx$CBR13)c=g-&C
z(8(b%WZmot`Tg9_vI)A_OK^OKTLC8Dlsw%3IT*S(3ZYJC!YJOg*OWQfM(%&6_c!61
zf#gcaz+lQpPlDt3#$^t4gm9J5y2Z(dgQ-+lPKBB*A{&J-Qen(yII!8I^viItp*S4a
z*;8-wKUf7xwErG?=8sZJ{kNVBL!G(BZVJnVYow2MhvO$`XpeArI_K@e9;2N)qe4#7
z>Nv+Mu)p#w?AZ8GU%30gz5fb;r>TH1HQfGC!%Xt#-bLN0DR6L_6HyliT8BJa3zU$Z
zJ<KQ1+PYrQM`f-1-8mIGp8a0PnK%*Ueg#d0YmN_itIMv!wcj`PhVV(`<vC*7rt4Rc
zooi%5{e{W?_qG~NgE{}c%89~tHFd5$!a`6%@FnH_kE_K^haLZ$CiR6&g@%Jk7htFY
z^EZGBMS0)6HKo1ed*e`m)_G!Qz(I|T;5O{kAouUfA5Q+6n}ua_H7Oc-*vJHb;JhYW
zo8JDxXfozFA(D5k6kys+Bp?3-$t#$T=Y(s0++2&eTCt=KllwO*-6F4(74o(*QF|8c
zPlNsPw9^ti9E?pvf+;*L3F;VkdEahOE67V`frGp>bdwGmvrpU1mK=fOgef5>naYek
zB3$jSOH@13XRXC9q(XX01T>oppHU(0eK@uny+;JpkpDW@f#m+wIfZ;aceMs+SUP9y
zW5T5^a9}mmX$~AbxEkDs&(*@UMq8vHP%DZ3l=q(<`-^-a&sejoV>$B8<!MG^-ga)Q
z&L<^7bJlGX9NRi>y>NA0G6s%io^Z#{l<!>=@>ZfH=fO^_H^@vRmq)uWXIhRwlLU3}
z&D@YPY}Zb2Qo;Y=N5XtKxcwS61T>ud6+Q$12yk$M{Ptsg@E`mm3F<iXALQ(lXlRst
z6%N|F%V+w0D2``^tNdbC!H48C$s2`XCtwL}rk!0pCAIUaGhrsAU4eo*sJZ}--#8C$
zMLLPxzu#;h`B1KOtxZHNgq`$@ne8+bt{DjXAK&ak1%I4+L%5FHvEI4uPRjc$-5Yc;
z@m9!{joo8Xb`b*N8%V?QQeqr!nBc#BW*WJFbIYgX3B2Rhy5(u|>l{#1X}{cSaGd#V
zO;Z0oBtc&+?Z2O+4;6Z_3hL9)8^X2d7Q~}S<z4}I{6P8N`e*J1MHj>Iihm$qhVngx
z<Gd+@68=lXvM+(A|33C9<o-=B8_7GbKm@jMi(U#lhq?H-#?cNu9OONoxpj1*f`6;j
zOXU9h6_1d2=3Zn&X0gmNINq9yfEtiLCR}IX#0nw#X$2^M4xz%KcqrJw@SanUXR41N
zP+RvLrM&+Dbe83)ql$$f|Bcwzqlj`nS1t04{H0^um?iLJI}v$ar^Lf0<u8>uTMH64
zI`$*?uRkv&PcI93>$0cJVpL3I=ex2|nJ9Ct8s7RM1hpjesD<R`Bw5?nc#bVr28&&C
z_;YI4;?;3;Q|t|#b{z9gJMI^*-Zrrr_lC0|EL`0rEJqPFCtpVS=Za*`#(D5?fKLY9
z{$kLem2hz44k%cM{*e6C=#VpQfyTZGdH=gqDdeTO%C}-!AzTApwN33vhqaFQ2Nk+<
z-n6At?Nw0lzx&fdxR%78?g+Gs3o8ibkhi;mlCT0lNuKF>T%9nAt%ieMA8JHF&^F5b
z3YrL42mVWFx{+@g4#(D#meWrE;UQ;W4$K4_$xjbMKp#dU;hOL$3>i7sz}1ZQF!?+;
zxK@)-oB)%y0d$c($Dc51tF6#mu+yv*?7YknmXSAM$W~T=fy=V39u%yw3a^DB|8}Ss
z$^BP@E+pT?p~v=0H<MrB;{%mgw%5qhT<ee%H)~G))}b<PZ9tAIP+_ict&DPaB2bh6
zj(pHa$lLjRp7mnKZDZXlf2pQ_&sq!edfZ#F2HKn4e;HZtw_(SBo$dniM>`=hTjiu|
za5<5SggsD6eOVceB|!sP!Dl(l@p$qE<B^pl%6~~NPnbJmb(C)-=J2)G!L6rO6R!4i
zN0dtox3cQb1i#B)Bro9gysGb@F8;WTfT~9$qQSz|!Kib{n4Qk9CeQR3k2bYmBtcgj
z!DU2h&GjGSS2FXsNSF8JWTxu7@N<F7EX&8U<o>h9@tY9uh^C0EEZa^c;TrD=-b-Kw
zK7l-K1oHO~vKMRz5C6|gr=QvkL;h!+hX~g(&Hp&)Yvj$Q!odzY_=tSZI0R}tBR|nT
zmiAI}wzdzpz`-Zep<p>EBV2P9myQCoX>Snuqpk_uZUK8~XMZ=?8OMN5P`=ZnurpA(
zj*YF~gM&sNB4G#>_K=^t58T@1DRTenSZFI-fVVT!PPk^^0NcE^;jr+A+GHxSaTlWF
zMO5$~kQ)3x43+k-v22Zev0dJf{Ehn+e}Pi?xby9DsS%0VAr0=~Z7|}$we?-{jFTuf
zi}Db;|3!m5+hNE597SDn|C2^NgiHHL3H%Ew+o^z8HQs(xW0A;Ci8rdD`xWlC1Md7Q
zWT(mfZ$stS3HgchQF)e~RPumJq%JJ;A;PtJ*Wm@SRphfE9}fI439X}{H3i||0u?Tk
zk2-;JEKgo=7Xtc}*Ey^i_aQ&ShYl)H{(bUC-A<&mQ#)I@$prtETxlP`f&a?9M&$n2
zY{rv+{}%$ak>^A5Opoj8-K{qyL5s+LTUw>va6GmuO2Ts1l)M%nEH(#A$R~{sxxCuY
zdMNV6E~)U#?pL_{hp_5@+Hg4elYQXLrlMWs{ZqgrEXTZiU?-tG_(<}0<fVDim5+QX
zcsS_R8wz%x_m@<-?2WL=AE8*f4L~`5KtpwfYqwv|7C4N24S5QO0~=PpqMhptLn5gY
z2^Dhg6$kDN;Boy+O!}V}>thn(UGkSYEy(-xY!<pnP5)l>ydOhe-e~8%SupK|>(G?p
z&1QorKb-fD*ur+1aEUDZKetjGrotAlvU7a`#~ta|-j`CI-2d8OUvhuve~xf1lJSpe
z2Be$pVX3WRLZj4>BfalL!a5o{JQ>w%IX+14Z#i8g@5~alZdmG5WMI@z*m2iDbUI0A
zg8z<)yFb%Na|E&XAs~b!FNPJaRd%Zc4E18dD^C7@H*DUbeBx<TnQhFR6dqPXvpU02
zSsHqBABw0@H7N9rM#3=iLvi4*azVaUxY~)^4Li0S@f-O!ryy_rx$=I<7YK82%+6|t
zG2y_q%nGZ?{YM;ge-1<6`~vxSW}uRAZHx!Jd9tN&t@}YKkk99)b5VMRhGK^y2d-{}
zzfInb7fmb&=gIx|hEzO&fQB!Iog@Y{M7TQc6%WVOh8BgX;J?G~2zjPgXo|5?UoZ##
yVW=P-)Df;#@cs>O3v?#A{~Z6P<gxxk+mW7oW1ftzR%zV6y)p0Z+k3~xFa95gw9&u-


From e9a4f5fe407856b71307b2948656d15e3af2ea63 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Sat, 25 Jun 2016 19:31:09 -0300
Subject: [PATCH 10/87] Bug fix

Previously the memory cleanup of Arguments was commented as a workaround but
now it has been permanently corrected.

1. The delete lines have been uncommented,
2. Each argument from a generated workflow was cloned, thereby not having the same reference for
Arguments being used by multiple stages.
---
 runtime/PipelineComponentBase.cpp                        | 9 +++------
 .../PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp         | 6 ++++--
 2 files changed, 7 insertions(+), 8 deletions(-)

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index d99b465..838c068 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -36,14 +36,11 @@ PipelineComponentBase::~PipelineComponentBase() {
 		ArgumentBase *aux = this->arguments.back();
 		this->arguments.pop_back();
 		if (aux->getIo() == ArgumentBase::input) {
-			std::cout << __FILE__ << ":" << __LINE__ <<" TODO: remove argument" << aux->getId() << 
-				":" << aux->getName() << " only when no other stage needs it" << std::endl;
-			// std::cout << "[PipelineComponentBase] deleting input " << aux->getName() << std::endl;
-			// delete aux;
+			std::cout << "[PipelineComponentBase] deleting input " << aux->getName() << std::endl;
+			delete aux;
 		}
 	}
-	std::cout << __FILE__ << ":" << __LINE__ << "TODO: free resultData if needed" << std::endl;
-	// if(resultData != NULL) free(resultData);
+	if(resultData != NULL) free(resultData);
 }
 
 void PipelineComponentBase::addArgument(ArgumentBase *arg)
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 0c9d058..c8c42bc 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -852,7 +852,8 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 	for (pair<int, PipelineComponentBase*> stage : merged_stages) {
 		// add input arguments to stage, adding them as RT as needed
 		for (int arg_id : stage.second->getInputs()) {
-			stage.second->addArgument(merged_arguments[arg_id]);
+			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
+			stage.second->addArgument(new_arg);
 			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
 				// cout << "input RT : " << merged_arguments[arg_id]->getName() << endl;
 				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
@@ -865,7 +866,8 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 
 		// add output arguments to stage, adding them as RT as needed
 		for (int arg_id : stage.second->getOutputs()) {
-			stage.second->addArgument(merged_arguments[arg_id]);
+			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
+			stage.second->addArgument(new_arg);
 			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
 				// cout << "output RT : " << merged_arguments[arg_id]->getName() << endl;
 				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added

From 7b9d1ac509bd4bb898ecd209dab7da4dec02613c Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 12 Jul 2016 21:46:14 -0300
Subject: [PATCH 11/87] Bug Fix:

Corrected dependency setting on PipelineManager. The parent field of ArgumentBase was not
being set, thereby, the dependencies weren't being set as well.

Tested also with multiple values for one given parameter.

Still not working with np 3
---
 runtime/Argument.cpp                          |  6 +---
 .../RTPipelineComponentBase.cpp               |  8 +++++
 .../regiontemplates/RTPipelineComponentBase.h |  3 ++
 runtime/regiontemplates/RegionTemplate.cpp    | 10 ++++++
 runtime/regiontemplates/RegionTemplate.h      |  2 ++
 .../PipelineManager.cpp                       | 32 +++++++++++++------
 6 files changed, 47 insertions(+), 14 deletions(-)

diff --git a/runtime/Argument.cpp b/runtime/Argument.cpp
index bae7099..b68b1e6 100644
--- a/runtime/Argument.cpp
+++ b/runtime/Argument.cpp
@@ -8,7 +8,7 @@
 #include "Argument.h"
 #include <sstream>
 
-ArgumentBase::ArgumentBase(int type) : io(ArgumentBase::input) {
+ArgumentBase::ArgumentBase(int type) : io(ArgumentBase::input), parent(0) {
 	this->type=type;
 }
 
@@ -521,8 +521,6 @@ int ArgumentRT::serialize(char *buff) {
 	memcpy(buff+serialized_bytes, &isFileInput, sizeof(bool));
 	serialized_bytes+=sizeof(bool);
 
-	std::cout << "[ArgumentRT] serialized arg " << this->getName() << " with value " << this->getArgValue() << " and size " << this->size() << std::endl;
-
 	return serialized_bytes;
 }
 
@@ -577,8 +575,6 @@ int ArgumentRT::deserialize(char *buff) {
 	// init argument value from string extracted
 	this->setArgValue(string_value);
 
-	std::cout << "[ArgumentRT] deserialized arg " << this->getName() << " with value " << this->getArgValue() << " and size " << this->size() << std::endl;
-
 	// return total number of bytes extracted from message
 	return deserialized_bytes;
 }
diff --git a/runtime/regiontemplates/RTPipelineComponentBase.cpp b/runtime/regiontemplates/RTPipelineComponentBase.cpp
index d5664e0..b63de44 100644
--- a/runtime/regiontemplates/RTPipelineComponentBase.cpp
+++ b/runtime/regiontemplates/RTPipelineComponentBase.cpp
@@ -7,6 +7,14 @@
 
 #include "RTPipelineComponentBase.h"
 
+void RTPipelineComponentBase::getRT() {
+	for (std::map<std::string, RegionTemplate*>::iterator i = regionTemplates.begin(); i!=regionTemplates.end();i++) {
+		i->second->printRT();
+		std::cout << std::endl;
+	}
+
+};
+
 RTPipelineComponentBase::RTPipelineComponentBase() {
 	this->setType(PipelineComponentBase::RT_COMPONENT_BASE);
 	this->cache = NULL;
diff --git a/runtime/regiontemplates/RTPipelineComponentBase.h b/runtime/regiontemplates/RTPipelineComponentBase.h
index 602543c..f37ca84 100644
--- a/runtime/regiontemplates/RTPipelineComponentBase.h
+++ b/runtime/regiontemplates/RTPipelineComponentBase.h
@@ -39,6 +39,9 @@ class RTPipelineComponentBase : public PipelineComponentBase {
 		void setLocation(int location);
 
 	public:
+
+		void getRT();
+
 		RTPipelineComponentBase();
 		virtual ~RTPipelineComponentBase();
 
diff --git a/runtime/regiontemplates/RegionTemplate.cpp b/runtime/regiontemplates/RegionTemplate.cpp
index 74887a9..2c22377 100644
--- a/runtime/regiontemplates/RegionTemplate.cpp
+++ b/runtime/regiontemplates/RegionTemplate.cpp
@@ -7,6 +7,16 @@
 
 #include "RegionTemplate.h"
 
+void RegionTemplate::printRT() {
+	for (std::map<std::string, std::list<DataRegion*> >::iterator r = templateRegions.begin(); r!=templateRegions.end(); r++) {
+		cout << "RT: " << r->first << endl;
+		for (std::list<DataRegion*>::iterator d = r->second.begin(); d!=r->second.end(); d++) {
+			cout << "\tDR: " << (*d)->getName() << endl;
+		}
+	}
+}
+
+
 RegionTemplate::RegionTemplate() {
 //	lazyRead = false;
 	this->setLazyRead(false);
diff --git a/runtime/regiontemplates/RegionTemplate.h b/runtime/regiontemplates/RegionTemplate.h
index d794f56..bba8473 100644
--- a/runtime/regiontemplates/RegionTemplate.h
+++ b/runtime/regiontemplates/RegionTemplate.h
@@ -92,6 +92,8 @@ class RegionTemplate {
 	bool isLazyRead() const;
 	void setLazyRead(bool lazyRead);
 
+	void printRT();
+	
 };
 
 #ifdef MATLAB_INTEGRATION
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index c8c42bc..02fa7a9 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -76,6 +76,7 @@ string get_workflow_field(FILE* workflow, string field);
 void get_workflow_arguments(FILE* workflow, list<ArgumentBase*> &output_arguments);
 vector<general_field_t> get_all_fields(FILE* workflow, string start, string end);
 PipelineComponentBase* find_stage(map<int, PipelineComponentBase*> stages, string name);
+int find_stage_id(map<int, PipelineComponentBase*> stages, string name);
 ArgumentBase* find_argument(const map<int, ArgumentBase*> arguments, string name);
 ArgumentBase* new_typed_arg_base(string type);
 parsing::port_type_t get_port_type(string s);
@@ -150,13 +151,12 @@ int main(int argc, char* argv[]) {
 	for (pair<int, ArgumentBase*> a : interstage_arguments)
 		all_argument[a.first] = a.second;
 
-	// cout << endl << "all_arguments:" << endl;
 	// mapprint(all_argument);
 
-	// cout << endl << "deps:" << endl;
-	// for (pair<int, list<int>> p : deps)
-	// 	for (int d : p.second)
-	// 		cout << "\t" << base_stages[p.first]->getName() << " depends on " << base_stages[d]->getName() << endl;
+	cout << endl << "all_arguments:" << endl;
+	for (pair<int, ArgumentBase*> p : all_argument) {
+		cout << p.second->getId() << ":" << p.second->getName() << " parent " << p.second->getParent() << endl;
+	}
 
 	// cout << endl << "connected base_stages:" << endl;
 	// for (pair<int, PipelineComponentBase*> p : base_stages) {
@@ -217,10 +217,10 @@ int main(int argc, char* argv[]) {
 	// add all stages to manager
 	cout << endl << "executeComponent" << endl;
 	for (pair<int, PipelineComponentBase*> s : expanded_stages) {
-		cout << "sent component " << s.second->getName() << " to execute with args:" << endl;
+		cout << "sent component " << s.second->getId() << ":" << s.second->getName() << " to execute with args:" << endl;
 		cout << "\tinputs: " << endl;
 		for (int i : s.second->getInputs())
-			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " << expanded_args[i]->toString() << endl;
+			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " << expanded_args[i]->toString() << " parent " << expanded_args[i]->getParent() << endl;
 		cout << "\toutputs: " << endl;
 		for (int i : s.second->getOutputs())
 			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " << expanded_args[i]->toString() << endl;
@@ -604,7 +604,9 @@ void connect_stages_from_file(FILE* workflow_descriptor,
 				// if the source is another stage
 				deps[sink_stg->getId()].emplace_back(find_stage(base_stages, all_source_fields[0].data)->getId());
 				arg = find_argument(interstage_arguments, all_source_fields[1].data);
-				// cout << "source from stage " << all_source_fields[0].data << " is " << arg->getId() << ":" << arg->getName() << endl;
+				arg->setParent(find_stage(base_stages, all_source_fields[0].data)->getId());
+				cout << "source from stage " << all_source_fields[0].data << " is " << arg->getId() << ":" 
+					<< arg->getName() << " parent " << arg->getParent() << endl;
 			}
 
 			// add the link to the sink stage
@@ -754,6 +756,7 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 						ArgumentBase* ab_cpy = args.at(out_id)->clone();
 						ab_cpy->setName(args.at(out_id)->getName());
 						ab_cpy->setId(new_id);
+						ab_cpy->setParent(pt->getId());
 						pt->replaceOutput(out_id, new_id);
 						temp.emplace_back(ab_cpy);
 					}
@@ -813,6 +816,7 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 		// add a copy of the old arg with the correct id to the final map for each repeated output
 		for (ArgumentBase* a : l) {
 			ArgumentBase* temp = old_arg->clone();
+			temp->setParent(old_arg->getParent());
 			temp->setId(a->getId());
 			workflow_outputs[temp->getId()] = temp;
 		}
@@ -861,7 +865,10 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
 				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName(), merged_arguments[arg_id]->getName(), RTPipelineComponentBase::INPUT);
 			}
-			((RTPipelineComponentBase*)stage.second)->addDependency(merged_arguments[arg_id]->getParent());
+			if (merged_arguments[arg_id]->getParent() != 0) {
+				cout << "Dependency: " << stage.second->getId() << ":" << stage.second->getName() << " ->addDependency( " << merged_arguments[arg_id]->getParent() << " )" << endl;
+				((RTPipelineComponentBase*)stage.second)->addDependency(merged_arguments[arg_id]->getParent());
+			}
 		}
 
 		// add output arguments to stage, adding them as RT as needed
@@ -1018,6 +1025,13 @@ PipelineComponentBase* find_stage(map<int, PipelineComponentBase*> stages, strin
 	return NULL;
 }
 
+int find_stage_id(map<int, PipelineComponentBase*> stages, string name) {
+	for (pair<int, PipelineComponentBase*> p : stages)
+		if (p.second->getName().compare(name) == 0)
+			return p.first;
+	return -1;
+}
+
 ArgumentBase* find_argument(const map<int, ArgumentBase*> arguments, string name) {
 	for (pair<int, ArgumentBase*> p : arguments)
 		if (p.second->getName().compare(name) == 0)

From 77b2ae693b9d79c662e8e4b3daa54a7f6950850f Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Wed, 13 Jul 2016 13:21:08 -0300
Subject: [PATCH 12/87] Bug Fix:

The ID used to enforce dependency wasn't comming from the Task object, but from
PipelineComponentBase. By only using the Task ID the application is now working
with any np value and also with multiple parameter values.
---
 .../PipelineManager.cpp                       | 35 ++++++++++++-------
 1 file changed, 23 insertions(+), 12 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 02fa7a9..6e38bc8 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -146,7 +146,8 @@ int main(int argc, char* argv[]) {
 	map<int, list<int>> deps;
 	
 	// connect the stages inputs/outputs 
-	connect_stages_from_file(workflow_descriptor, base_stages, interstage_arguments, workflow_inputs, deps, workflow_outputs);
+	connect_stages_from_file(workflow_descriptor, base_stages, 
+		interstage_arguments, workflow_inputs, deps, workflow_outputs);
 	map<int, ArgumentBase*> all_argument(workflow_inputs);
 	for (pair<int, ArgumentBase*> a : interstage_arguments)
 		all_argument[a.first] = a.second;
@@ -155,7 +156,8 @@ int main(int argc, char* argv[]) {
 
 	cout << endl << "all_arguments:" << endl;
 	for (pair<int, ArgumentBase*> p : all_argument) {
-		cout << p.second->getId() << ":" << p.second->getName() << " parent " << p.second->getParent() << endl;
+		cout << p.second->getId() << ":" << p.second->getName() 
+			<< " parent " << p.second->getParent() << endl;
 	}
 
 	// cout << endl << "connected base_stages:" << endl;
@@ -182,7 +184,8 @@ int main(int argc, char* argv[]) {
 	map<int, ArgumentBase*> expanded_args;
 	map<int, PipelineComponentBase*> expanded_stages;
 
-	expand_stages(args, parameters_values, expanded_args, base_stages, expanded_stages, workflow_outputs);
+	expand_stages(args, parameters_values, expanded_args, 
+		base_stages, expanded_stages, workflow_outputs);
 
 	cout << endl<< "merged: " << endl;
 	for (pair<int, PipelineComponentBase*> p : expanded_stages) {
@@ -197,7 +200,8 @@ int main(int argc, char* argv[]) {
 
 	cout << endl << "merged args" << endl;
 	for (pair<int, ArgumentBase*> p : expanded_args)
-		cout << "\t" << p.first << ":" << p.second->getName() << " = " << p.second->toString() << " sized: " << p.second->size() << endl;
+		cout << "\t" << p.first << ":" << p.second->getName() << " = " 
+			<< p.second->toString() << " sized: " << p.second->size() << endl;
 
 	//------------------------------------------------------------
 	// Add workflows to Manager to be executed
@@ -217,13 +221,16 @@ int main(int argc, char* argv[]) {
 	// add all stages to manager
 	cout << endl << "executeComponent" << endl;
 	for (pair<int, PipelineComponentBase*> s : expanded_stages) {
-		cout << "sent component " << s.second->getId() << ":" << s.second->getName() << " to execute with args:" << endl;
+		cout << "sent component " << s.second->getId() << ":" 
+			<< s.second->getName() << " to execute with args:" << endl;
 		cout << "\tinputs: " << endl;
 		for (int i : s.second->getInputs())
-			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " << expanded_args[i]->toString() << " parent " << expanded_args[i]->getParent() << endl;
+			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+				<< expanded_args[i]->toString() << " parent " << expanded_args[i]->getParent() << endl;
 		cout << "\toutputs: " << endl;
 		for (int i : s.second->getOutputs())
-			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " << expanded_args[i]->toString() << endl;
+			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+				<< expanded_args[i]->toString() << endl;
 		sysEnv.executeComponent(s.second);
 	}
 
@@ -756,7 +763,7 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 						ArgumentBase* ab_cpy = args.at(out_id)->clone();
 						ab_cpy->setName(args.at(out_id)->getName());
 						ab_cpy->setId(new_id);
-						ab_cpy->setParent(pt->getId());
+						ab_cpy->setParent(((Task*)pt)->getId());
 						pt->replaceOutput(out_id, new_id);
 						temp.emplace_back(ab_cpy);
 					}
@@ -861,12 +868,15 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
 				// cout << "input RT : " << merged_arguments[arg_id]->getName() << endl;
 				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
-				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
+				if (((RTPipelineComponentBase*)stage.second)->
+						getRegionTemplateInstance(rt->getName()) == NULL)
 					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
-				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName(), merged_arguments[arg_id]->getName(), RTPipelineComponentBase::INPUT);
+				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(
+					rt->getName(), merged_arguments[arg_id]->getName(), RTPipelineComponentBase::INPUT);
 			}
 			if (merged_arguments[arg_id]->getParent() != 0) {
-				cout << "Dependency: " << stage.second->getId() << ":" << stage.second->getName() << " ->addDependency( " << merged_arguments[arg_id]->getParent() << " )" << endl;
+				cout << "Dependency: " << stage.second->getId() << ":" << stage.second->getName() 
+					<< " ->addDependency( " << merged_arguments[arg_id]->getParent() << " )" << endl;
 				((RTPipelineComponentBase*)stage.second)->addDependency(merged_arguments[arg_id]->getParent());
 			}
 		}
@@ -880,7 +890,8 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
 				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
 					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
-				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName(), merged_arguments[arg_id]->getName(), RTPipelineComponentBase::OUTPUT);
+				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName(), 
+					merged_arguments[arg_id]->getName(), RTPipelineComponentBase::OUTPUT);
 			}
 		}
 	}

From 797b951ae6392dcf42824acb0c07acb0930d10d2 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 2 Aug 2016 17:54:22 -0300
Subject: [PATCH 13/87] Expanded the PCB class to have a list of ReusableTask.
 Also, the clonning of PCB now incorporates the ReusableTask list. System is
 compiling and working.

---
 runtime/CMakeLists.txt                 |  5 +-
 runtime/PipelineComponentBase.cpp      | 77 ++++++++++++++++++++++
 runtime/PipelineComponentBase.h        |  7 ++
 runtime/ResourceManager/Task.h         | 11 ++++
 runtime/ReusableTask.cpp               | 81 ++++++++++++++++++++++++
 runtime/ReusableTask.hpp               | 88 ++++++++++++++++++++++++++
 runtime/regiontemplates/CMakeLists.txt |  2 +
 7 files changed, 270 insertions(+), 1 deletion(-)
 create mode 100644 runtime/ReusableTask.cpp
 create mode 100644 runtime/ReusableTask.hpp

diff --git a/runtime/CMakeLists.txt b/runtime/CMakeLists.txt
index e539282..68d840b 100644
--- a/runtime/CMakeLists.txt
+++ b/runtime/CMakeLists.txt
@@ -1,10 +1,13 @@
 cmake_minimum_required(VERSION 2.6)
 project(Runtime)
 
+
 # The version number
 set(Runtime_VERSION_MAJOR 1)
 set(Runtime_VERSION_MINOR 0)
 
+add_definitions( -ggdb -gdwarf-2 )
+
 IF(NOT CMAKE_BUILD_TYPE)
   SET(CMAKE_BUILD_TYPE Release CACHE STRING
       "Choose the type of build, options are: None Debug Release RelWithDebInfo MinSizeRel."
@@ -40,7 +43,7 @@ else(USE_CUDA)
 endif(USE_CUDA)
 
 # Source files used by the Runtime System
-set( libsyssrcs SysEnv.cpp Worker.cpp Manager.cpp Argument.cpp PipelineComponentBase.cpp CallBackComponentExecution.cpp ./util/Util.cpp ./util/DataPack.cpp )
+set( libsyssrcs SysEnv.cpp Worker.cpp Manager.cpp Argument.cpp PipelineComponentBase.cpp CallBackComponentExecution.cpp ./util/Util.cpp ./util/DataPack.cpp ReusableTask.cpp )
 
 set( libname runtimesystem )
 
diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index 838c068..709ddbf 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -22,6 +22,11 @@ PipelineComponentBase::PipelineComponentBase(){
 	this->resultData = NULL;
 	// this->input_arguments = new std::list<int>();
 	// this->output_arguments = new std::list<int>();
+
+	// TEST: REMOVE AFTER
+	ReusableTask* t = new ReusableTestTask();
+	t->setTaskName("ReusableTestTask");
+	tasks[10] = t;
 }
 
 PipelineComponentBase::~PipelineComponentBase() {
@@ -144,6 +149,24 @@ int PipelineComponentBase::size()
 	for(int i = 0; i < this->getArgumentsSize(); i++){
 		size_bytes+=this->getArgument(i)->size();
 	}
+
+	// add the number of tasks
+	size_bytes += sizeof(int);
+
+	for(map<int, ReusableTask*>::iterator p=this->tasks.begin(); p!=this->tasks.end(); p++){
+		// add the task id
+		size_bytes += sizeof(int);
+
+		// add the task name size
+		size_bytes += sizeof(int);
+
+		// add the task name
+		size_bytes += p->second->getTaskName().size() * sizeof(char);
+
+		// add the task size
+		size_bytes += p->second->size();
+	}
+
 	return size_bytes;
 }
 
@@ -184,6 +207,31 @@ int PipelineComponentBase::serialize(char *buff)
 		serialized_bytes += this->getArgument(i)->serialize(buff+serialized_bytes);
 	}
 
+	// Copy the number of tasks
+	int number_tasks = this->tasks.size();
+	memcpy(buff+serialized_bytes, &number_tasks, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// serialize each of the tasks
+	for(map<int, ReusableTask*>::iterator p=this->tasks.begin(); p!=this->tasks.end(); p++){
+		// Copy the task id
+		int id = p->first;
+		memcpy(buff+serialized_bytes, &id, sizeof(int));
+		serialized_bytes+=sizeof(int);
+
+		// copy the task name size
+		int task_name_size = p->second->getTaskName().size();
+		memcpy(buff+serialized_bytes, &task_name_size, sizeof(int));
+		serialized_bytes+=sizeof(int);
+
+		// copy the task name
+		memcpy(buff+serialized_bytes, p->second->getTaskName().c_str(), task_name_size*sizeof(char) );
+		serialized_bytes+=task_name_size*sizeof(char);
+
+		// copy the task
+		serialized_bytes += p->second->serialize(buff+serialized_bytes);
+	}
+
 //	std::cout << "PipelineComponentBase::serialize" << std::endl;
 	return serialized_bytes;
 }
@@ -278,6 +326,35 @@ int PipelineComponentBase::deserialize(char *buff)
 		this->addArgument(arg);
 
 	}
+
+	// deserialize the number of tasks
+	int number_tasks = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes+=sizeof(int);
+
+	// deserialize the tasks
+	for (int i=0; i<number_tasks; i++) {
+		// deserialize the task id
+		int id = ((int*)(buff+deserialized_bytes))[0];
+		deserialized_bytes+=sizeof(int);
+
+		// deserialize the task name size
+		int task_name_size = ((int*)(buff+deserialized_bytes))[0];
+		deserialized_bytes+=sizeof(int);
+
+		// deserialize the task name
+		char task_name[task_name_size+1];
+		task_name[task_name_size] = '\0';
+		memcpy(task_name, buff+deserialized_bytes, sizeof(char)*task_name_size);
+		deserialized_bytes += sizeof(char)*task_name_size;
+		std::string task_name_s = task_name;
+
+		// deserialize the task
+		// ReusableTask* task = ReusableTask::ReusableTaskFactory::getTaskFromName(task_name_s);
+		// task->setTaskName(task_name_s);
+		// deserialized_bytes += task->deserialize(buff+deserialized_bytes);
+		// this->tasks[id] = task;
+	}
+
 //	std::cout << "PipelineComponentBase::deserialize" << std::endl;
 	return deserialized_bytes;
 
diff --git a/runtime/PipelineComponentBase.h b/runtime/PipelineComponentBase.h
index d427d87..d205316 100644
--- a/runtime/PipelineComponentBase.h
+++ b/runtime/PipelineComponentBase.h
@@ -15,6 +15,7 @@
 
 #include "Argument.h"
 #include "Task.h"
+#include "ReusableTask.hpp"
 //#include "Worker.h"
 //#include "Manager.h"
 
@@ -25,6 +26,7 @@
 
 class PipelineComponentBase;
 class Manager;
+class ReusableTask;
 
 
 // Define factory function type that creates objects of type PipelineComponentBase and its subclasses
@@ -162,6 +164,11 @@ class PipelineComponentBase: public Task {
 	void replaceInput(int old_a, int new_a);
 	void replaceOutput(int old_a, int new_a);
 
+	// a map of all tasks ID used by the stage and the list of arguments for each task
+	std::map<std::string, std::list<ArgumentBase*> > tasksDesc;
+
+	std::map<int, ReusableTask*> tasks;
+
 	// Factory class is used to build "reflection", and instantiate objects of
 	// PipelineComponentBase subclasses that register with it
     class ComponentFactory{
diff --git a/runtime/ResourceManager/Task.h b/runtime/ResourceManager/Task.h
index 17c019f..e193f4e 100644
--- a/runtime/ResourceManager/Task.h
+++ b/runtime/ResourceManager/Task.h
@@ -66,6 +66,9 @@ class Task {
 		// during the execution to an object of type CallBackTask.
 		bool callBackDepsReady;
 
+		// used to get the task type on FGO
+		std::string taskName;
+
 	public:
 
 		Task();
@@ -132,6 +135,14 @@ class Task {
 			this->status = status;
 		}
 
+		std::string getTaskName () {
+			return taskName;
+		}
+
+		void setTaskName (std::string taskName) {
+			this->taskName = taskName;
+		}
+
 };
 
 class CallBackTaskBase: public Task {
diff --git a/runtime/ReusableTask.cpp b/runtime/ReusableTask.cpp
new file mode 100644
index 0000000..0106432
--- /dev/null
+++ b/runtime/ReusableTask.cpp
@@ -0,0 +1,81 @@
+/*
+ * ReusableTask.cpp
+ *
+ *  Created on: Aug 1, 2016
+ *      Author: willian
+ */
+
+#include "ReusableTask.hpp"
+
+// Stuff related to the task factory
+std::map<std::string, task_factory_t1* > ReusableTask::ReusableTaskFactory::factoryMap1;
+std::map<std::string, task_factory_t2* > ReusableTask::ReusableTaskFactory::factoryMap2;
+
+bool ReusableTask::ReusableTaskFactory::taskRegister(std::string name, task_factory_t1 *filterFactory1, task_factory_t2 *filterFactory2)
+{
+	factoryMap1.insert(std::pair<std::string, task_factory_t1*>(name, filterFactory1) );
+	factoryMap2.insert(std::pair<std::string, task_factory_t2*>(name, filterFactory2) );
+	return true;
+}
+
+task_factory_t1 *ReusableTask::ReusableTaskFactory::getTaskFactory1(std::string name)
+{
+	task_factory_t1* factoryRet = NULL;
+	std::map<std::string, task_factory_t1*>::iterator map_it;
+	map_it = factoryMap1.find(name);
+
+	if(map_it!=factoryMap1.end()){
+		factoryRet = map_it->second;
+	}
+//	std::cout << "factoryMap1.size()="<< factoryMap1.size() <<std::endl;
+	return factoryRet;
+
+}
+
+ReusableTask *ReusableTask::ReusableTaskFactory::getTaskFromName(std::string name, list<ArgumentBase*> args, RegionTemplate* inputRt)
+{
+	ReusableTask* t = NULL;
+	task_factory_t1* factoryFunction = ReusableTask::ReusableTaskFactory::getTaskFactory1(name);
+	if(factoryFunction != NULL){
+		t = factoryFunction(args, inputRt);
+	}
+	return t;
+}
+
+task_factory_t2 *ReusableTask::ReusableTaskFactory::getTaskFactory2(std::string name)
+{
+	task_factory_t2* factoryRet = NULL;
+	std::map<std::string, task_factory_t2*>::iterator map_it;
+	map_it = factoryMap2.find(name);
+
+	if(map_it!=factoryMap2.end()){
+		factoryRet = map_it->second;
+	}
+//	std::cout << "factoryMap2.size()="<< factoryMap2.size() <<std::endl;
+	return factoryRet;
+
+}
+
+ReusableTask *ReusableTask::ReusableTaskFactory::getTaskFromName(std::string name)
+{
+	ReusableTask* t = NULL;
+	task_factory_t2* factoryFunction = ReusableTask::ReusableTaskFactory::getTaskFactory2(name);
+	if(factoryFunction != NULL){
+		t = factoryFunction();
+	}
+	return t;
+}
+
+
+// Create the task factory
+ReusableTask* taskFactorySegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	return new ReusableTestTask(args, inputRt);
+}
+
+// Create the task factory
+ReusableTask* taskFactorySegmentation2() {
+	return new ReusableTestTask();
+} 
+
+// register factory with the runtime system
+bool registeredSegmentationTask = ReusableTask::ReusableTaskFactory::taskRegister("ReusableTestTask", &taskFactorySegmentation1, &taskFactorySegmentation2);
diff --git a/runtime/ReusableTask.hpp b/runtime/ReusableTask.hpp
new file mode 100644
index 0000000..682d0b8
--- /dev/null
+++ b/runtime/ReusableTask.hpp
@@ -0,0 +1,88 @@
+/*
+ * ReusableTask.hpp
+ *
+ *  Created on: Jul 18, 2016
+ *      Author: willian
+ */
+
+#ifndef REUSABLE_TASK_H_
+#define REUSABLE_TASK_H_
+
+#include <map>
+
+#include "Task.h"
+#include "Argument.h"
+#include "RegionTemplate.h"
+
+
+// Define factory function type that creates objects of type ReusableTask and its subclasses
+class ReusableTask;
+class RegionTemplate;
+typedef ReusableTask* (task_factory_t1)(list<ArgumentBase*> args, RegionTemplate* inputRt);
+typedef ReusableTask* (task_factory_t2)();
+
+class ReusableTask: public Task {
+
+public:
+	ReusableTask() {};
+
+	virtual bool reusable(ReusableTask* t) = 0;
+
+	// Write component data to a buffer
+	virtual int serialize(char *buff) = 0;
+
+	// Initialize component data from a buffer generated by serialize function
+	virtual int deserialize(char *buff) = 0;
+
+	virtual ReusableTask* clone() = 0;
+
+	virtual int size() = 0;
+
+
+	// Factory class is used to build "reflection", and instantiate objects of
+	// ReusableTask subclasses that register with it
+	class ReusableTaskFactory {
+	private:
+		// This maps name of task types to the function that creates instances of those components
+		static std::map<std::string,task_factory_t1*> factoryMap1;
+		static std::map<std::string,task_factory_t2*> factoryMap2;
+
+	public:
+		// Used to register the task factory function with this factory class
+		static bool taskRegister(std::string name, task_factory_t1 *compFactory1, task_factory_t2 *compFactory2);
+
+		// Retrieve pointer to function that creates task registered with name="name"
+		static task_factory_t1 *getTaskFactory1(std::string name);
+		static task_factory_t2 *getTaskFactory2(std::string name);
+
+		// Retrieve instance of task registered as "name"
+		static ReusableTask *getTaskFromName(std::string name, list<ArgumentBase*> args, RegionTemplate* inputRt);
+
+		// constructor used only on PipelineComponentBase clone method
+		static ReusableTask *getTaskFromName(std::string name);
+		// ExecutionEngine *getResourceManager() const;
+	};
+	
+};
+
+
+class ReusableTestTask: public ReusableTask {
+
+public:
+	ReusableTestTask() {};
+	ReusableTestTask(list<ArgumentBase*> args, RegionTemplate* inputRt) {};
+
+	bool reusable(ReusableTask* t) {return false;};
+
+	// Write component data to a buffer
+	int serialize(char *buff) {return 0;};
+
+	// Initialize component data from a buffer generated by serialize function
+	int deserialize(char *buff) {return 0;};
+
+	ReusableTask* clone() {return NULL;};
+
+	int size() {return 0;};
+};
+
+#endif /* REUSABLE_TASK_H_ */
diff --git a/runtime/regiontemplates/CMakeLists.txt b/runtime/regiontemplates/CMakeLists.txt
index 1a340ce..c599e76 100644
--- a/runtime/regiontemplates/CMakeLists.txt
+++ b/runtime/regiontemplates/CMakeLists.txt
@@ -1,6 +1,8 @@
 cmake_minimum_required(VERSION 2.6)
 project(RegionTemplate)
 
+add_definitions( -ggdb -gdwarf-2 )
+
 # The version number
 set(RegionTemplates_VERSION_MAJOR 1)
 set(RegionTemplates_VERSION_MINOR 0)

From 3a70395432c6f6181761cc086d59047914c8e3c8 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 2 Aug 2016 18:05:31 -0300
Subject: [PATCH 14/87] Included fine-grain merging algorithm. Fine-grain
 merging algorithm still not integrated/used. System compiling and working.

---
 runtime/ResourceManager/Task.h                |   6 +-
 .../MergableStage.hpp                         |  19 +++
 .../PipelineManager.cpp                       | 118 ++++++++++++++++++
 3 files changed, 140 insertions(+), 3 deletions(-)
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/MergableStage.hpp

diff --git a/runtime/ResourceManager/Task.h b/runtime/ResourceManager/Task.h
index e193f4e..8ffadbc 100644
--- a/runtime/ResourceManager/Task.h
+++ b/runtime/ResourceManager/Task.h
@@ -57,9 +57,6 @@ class Task {
 		// Pointer to the Execution Engine that is responsible for this task.
 		ExecutionEngine *curExecEngine;
 
-		// Simple setter for the task id
-		void setId(int id);
-
 		// This bool variable says whether the all dependencies that were to be associated to
 		// this task have already being associated. It is only used by the CallBackTaskClass.
 		// However, it has to be defined here because we can't typecast the Task pointer available
@@ -120,6 +117,9 @@ class Task {
 		// Interface implemented by the end user
 		virtual bool run(int procType=ExecEngineConstants::GPU, int tid=0);
 
+		// Simple setter for the task id
+		void setId(int id);
+
 		// Other simple getters and setters
 		int getId() const;
 		int getTaskType() const;
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/MergableStage.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/MergableStage.hpp
new file mode 100644
index 0000000..7a520e5
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/MergableStage.hpp
@@ -0,0 +1,19 @@
+/*
+ * MergableStage.hpp
+ *
+ *  Created on: Jul 18, 2016
+ *      Author: willian
+ */
+
+#ifndef MERGABLE_STAGE_H_
+#define MERGABLE_STAGE_H_
+
+class MergableStage {
+
+public:
+	MergableStage() {};
+
+	virtual void merge(MergableStage &s) = 0;
+};
+
+#endif /* MERGABLE_STAGE_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 6e38bc8..31e2c37 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -13,6 +13,8 @@
 #include "PipelineComponentBase.h"
 #include "RTPipelineComponentBase.h"
 #include "RegionTemplateCollection.h"
+#include "ReusableTask.hpp"
+#include "MergableStage.hpp"
 
 using namespace std;
 
@@ -830,6 +832,122 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 	}
 }
 
+ArgumentBase* find_argument(PipelineComponentBase* p, string name, map<int, ArgumentBase*> expanded_args) {
+	for(int i : p->getInputs()){
+		if (expanded_args[i]->getName().compare(name) == 0) {
+			return expanded_args[i];
+		}
+	}
+	for(int i : p->getOutputs()){
+		if (expanded_args[i]->getName().compare(name) == 0) {
+			return expanded_args[i];
+		}
+	}
+
+	return NULL;
+}
+
+// This function assumes that the merged PCB has at least, but not limited to one ReusableTask on tasks
+// of type task_name. Also, to_merge must have exactly one ReusableTask of type task_name. These
+// conditions are not checked.
+bool exists_reusable_task(PipelineComponentBase* merged, PipelineComponentBase* to_merge, string task_name) {
+	// get the only task of to_merge that has the type task_name
+	ReusableTask* to_merge_task = NULL;
+	for (pair<int, ReusableTask*> t : to_merge->tasks)
+		if (t.second->getTaskName().compare(task_name) == 0)
+			to_merge_task = t.second;
+
+	for (pair<int, ReusableTask*> t : merged->tasks)
+		if (t.second->getTaskName().compare(task_name) == 0 && 
+				to_merge_task->reusable(t.second))
+			return true;
+
+	return false;
+}
+
+// for the meantime the mearging will happen whenever at least the first task is reusable
+bool merging_condition(PipelineComponentBase* merged, PipelineComponentBase* to_merge) {
+	// check if the first task is reusable
+	pair<string, list<ArgumentBase*>> m = *merged->tasksDesc.begin();
+	pair<string, list<ArgumentBase*>> n = *to_merge->tasksDesc.begin();
+
+	if (m.first.compare(n.first) == 0 && exists_reusable_task(merged, to_merge, m.first))
+		return true;
+	else
+		return false;
+}
+
+// filters all the stages from an input map by the stage's name
+void filter_stages(const map<int, PipelineComponentBase*> &all_stages, 
+	string stage_name, list<PipelineComponentBase*> &filtered_stages) {
+
+	for (pair<int, PipelineComponentBase*> p : all_stages)
+		if (p.second->getName().compare(stage_name) == 0)
+			filtered_stages.emplace_back(p.second);
+}
+
+map<int, ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc, 
+	PipelineComponentBase* p, RegionTemplate* rt, map<int, ArgumentBase*> expanded_args) {
+
+	map<int, ReusableTask*> tasks;
+
+	for (pair<string, list<ArgumentBase*>> t : tasks_desc) {
+		// get task args
+		list<ArgumentBase*> args;
+		for (ArgumentBase* a : t.second) {
+			ArgumentBase* aa = find_argument(p, a->getName(), expanded_args);
+			if (aa != NULL)
+				args.emplace_back(aa);
+		}
+
+		// call constructor
+		int uid = new_uid();
+		tasks[uid] = ReusableTask::ReusableTaskFactory::getTaskFromName(t.first, args, rt);
+		tasks[uid]->setId(uid);
+		tasks[uid]->setTaskName(t.first);
+	}
+
+	return tasks;
+}
+
+void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
+	const map<int, PipelineComponentBase*> &stages_ref, map<int, PipelineComponentBase*> &merged_stages, 
+	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args) {
+
+	// attempt merging for each stage type
+	for (pair<int, PipelineComponentBase*> ref : stages_ref) {
+		// get only the stages from the current stage_ref
+		list<PipelineComponentBase*> current_ref_stages;
+		filter_stages(all_stages, ref.second->getName(), current_ref_stages);
+
+		// attempt to merge all current stages
+		while (!current_ref_stages.empty()) {
+			// get one stage to start merging
+			PipelineComponentBase* current = current_ref_stages.front();
+			current_ref_stages.pop_front();
+
+			// start by generating all tasks
+			current->tasks = task_generator(ref.second->tasksDesc, current, rt, expanded_args);
+
+			// attempt to merge all stages to the current merged stages
+			list<PipelineComponentBase*>::iterator i = current_ref_stages.begin();
+			while (i != current_ref_stages.end()) {
+				// add stage to merged stages if the merging condition is true
+				PipelineComponentBase* s = *i;
+				if (merging_condition(s, current)) {
+					((MergableStage*)current)->merge(*((MergableStage*)s));
+					current_ref_stages.erase(i);
+				} else {
+					i++;
+				}
+			}
+
+			// add merged stages to final map as one stage
+			merged_stages[((PipelineComponentBase*)current)->getId()] = (PipelineComponentBase*)current;
+		}
+	}
+}
+
 void generate_drs(RegionTemplate* rt, 
 	const map<int, ArgumentBase*> &expanded_args) {
 

From ad5ca2d2eff7a05f65839e56f30730f4ac373662 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 2 Aug 2016 18:50:15 -0300
Subject: [PATCH 15/87] Segmentation now implements ReusableTask. All
 serialization was tested. System compiling and working

---
 runtime/PipelineComponentBase.cpp             |  13 +-
 runtime/ReusableTask.cpp                      |  16 +-
 runtime/ReusableTask.hpp                      |  20 --
 .../PipelineManager.cpp                       |  10 +
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 211 +++++++++++++++++-
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp |  18 +-
 6 files changed, 235 insertions(+), 53 deletions(-)

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index 709ddbf..7a54657 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -22,11 +22,6 @@ PipelineComponentBase::PipelineComponentBase(){
 	this->resultData = NULL;
 	// this->input_arguments = new std::list<int>();
 	// this->output_arguments = new std::list<int>();
-
-	// TEST: REMOVE AFTER
-	ReusableTask* t = new ReusableTestTask();
-	t->setTaskName("ReusableTestTask");
-	tasks[10] = t;
 }
 
 PipelineComponentBase::~PipelineComponentBase() {
@@ -349,10 +344,10 @@ int PipelineComponentBase::deserialize(char *buff)
 		std::string task_name_s = task_name;
 
 		// deserialize the task
-		// ReusableTask* task = ReusableTask::ReusableTaskFactory::getTaskFromName(task_name_s);
-		// task->setTaskName(task_name_s);
-		// deserialized_bytes += task->deserialize(buff+deserialized_bytes);
-		// this->tasks[id] = task;
+		ReusableTask* task = ReusableTask::ReusableTaskFactory::getTaskFromName(task_name_s);
+		task->setTaskName(task_name_s);
+		deserialized_bytes += task->deserialize(buff+deserialized_bytes);
+		this->tasks[id] = task;
 	}
 
 //	std::cout << "PipelineComponentBase::deserialize" << std::endl;
diff --git a/runtime/ReusableTask.cpp b/runtime/ReusableTask.cpp
index 0106432..dc1dfa9 100644
--- a/runtime/ReusableTask.cpp
+++ b/runtime/ReusableTask.cpp
@@ -64,18 +64,4 @@ ReusableTask *ReusableTask::ReusableTaskFactory::getTaskFromName(std::string nam
 		t = factoryFunction();
 	}
 	return t;
-}
-
-
-// Create the task factory
-ReusableTask* taskFactorySegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
-	return new ReusableTestTask(args, inputRt);
-}
-
-// Create the task factory
-ReusableTask* taskFactorySegmentation2() {
-	return new ReusableTestTask();
-} 
-
-// register factory with the runtime system
-bool registeredSegmentationTask = ReusableTask::ReusableTaskFactory::taskRegister("ReusableTestTask", &taskFactorySegmentation1, &taskFactorySegmentation2);
+}
\ No newline at end of file
diff --git a/runtime/ReusableTask.hpp b/runtime/ReusableTask.hpp
index 682d0b8..8aee372 100644
--- a/runtime/ReusableTask.hpp
+++ b/runtime/ReusableTask.hpp
@@ -65,24 +65,4 @@ class ReusableTask: public Task {
 	
 };
 
-
-class ReusableTestTask: public ReusableTask {
-
-public:
-	ReusableTestTask() {};
-	ReusableTestTask(list<ArgumentBase*> args, RegionTemplate* inputRt) {};
-
-	bool reusable(ReusableTask* t) {return false;};
-
-	// Write component data to a buffer
-	int serialize(char *buff) {return 0;};
-
-	// Initialize component data from a buffer generated by serialize function
-	int deserialize(char *buff) {return 0;};
-
-	ReusableTask* clone() {return NULL;};
-
-	int size() {return 0;};
-};
-
 #endif /* REUSABLE_TASK_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 31e2c37..aad3240 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -16,6 +16,10 @@
 #include "ReusableTask.hpp"
 #include "MergableStage.hpp"
 
+
+
+#include "Segmentation.hpp"
+
 using namespace std;
 
 namespace parsing {
@@ -233,6 +237,12 @@ int main(int argc, char* argv[]) {
 		for (int i : s.second->getOutputs())
 			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
 				<< expanded_args[i]->toString() << endl;
+		if (s.second->getName().compare("segmentation") == 0) {
+			ReusableTask* t = new TaskSegmentation();
+			t->setTaskName("TaskSegmentation");
+			s.second->tasks[10] = t;
+			cout << "[TEST] added a task -----------------------------------------------------------------------" << endl;
+		}
 		sysEnv.executeComponent(s.second);
 	}
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 969e41e..0d4c7c6 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -147,7 +147,8 @@ int Segmentation::run() {
 		DenseDataRegion2D *segmented_rt = NULL;
 
 		try{
-			normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(normalized_rt_arg->getName(), std::to_string(normalized_rt_arg->getId()), 0, normalized_rt_arg->getId()));
+			normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(
+				normalized_rt_arg->getName(), std::to_string(normalized_rt_arg->getId()), 0, normalized_rt_arg->getId()));
 
 			segmented_rt = new DenseDataRegion2D();
 			segmented_rt->setName(segmented_rt_arg->getName());
@@ -161,7 +162,9 @@ int Segmentation::run() {
 		}
 
 		// Create processing task
-		TaskSegmentation * task = new TaskSegmentation(normalized_rt, segmented_rt, blue, green, red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, reconConnectivity, watershedConnectivity);
+		TaskSegmentation * task = new TaskSegmentation(normalized_rt, segmented_rt, blue, 
+			green, red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, 
+			fillHolesConnectivity, reconConnectivity, watershedConnectivity);
 
 		this->executeTask(task);
 
@@ -186,7 +189,10 @@ bool registeredSegmentation = PipelineComponentBase::ComponentFactory::component
 /*********************************** Task functions ***********************************/
 /**************************************************************************************/
 
-TaskSegmentation::TaskSegmentation(DenseDataRegion2D* normalized_rt_temp, DenseDataRegion2D* segmented_rt_temp, unsigned char blue, unsigned char green, unsigned char red, double T1, double T2, unsigned char G1, int minSize, int maxSize, unsigned char G2, int minSizePl, int minSizeSeg, int maxSizeSeg, int fillHolesConnectivity, int reconConnectivity, int watershedConnectivity) {
+TaskSegmentation::TaskSegmentation(DenseDataRegion2D* normalized_rt_temp, 
+	DenseDataRegion2D* segmented_rt_temp, unsigned char blue, unsigned char green, unsigned char red, 
+	double T1, double T2, unsigned char G1, int minSize, int maxSize, unsigned char G2, 
+	int minSizePl, int minSizeSeg, int maxSizeSeg, int fillHolesConnectivity, int reconConnectivity, int watershedConnectivity) {
 	
 	this->normalized_rt_temp = normalized_rt_temp;
 	this->segmented_rt_temp = segmented_rt_temp;
@@ -205,8 +211,6 @@ TaskSegmentation::TaskSegmentation(DenseDataRegion2D* normalized_rt_temp, DenseD
 	this->fillHolesConnectivity = fillHolesConnectivity;
 	this->reconConnectivity = reconConnectivity;
 	this->watershedConnectivity = watershedConnectivity;
-
-	
 }
 
 TaskSegmentation::~TaskSegmentation() {
@@ -224,7 +228,9 @@ bool TaskSegmentation::run(int procType, int tid) {
 
 	std::cout << "TaskSegmentation executing." << std::endl;	
 
-	::nscale::HistologicalEntities::segmentNuclei(normalized_rt, segmented_rt, blue, green, red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, reconConnectivity, watershedConnectivity);
+	::nscale::HistologicalEntities::segmentNuclei(normalized_rt, segmented_rt, blue, green, 
+		red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, 
+		reconConnectivity, watershedConnectivity);
 	
 	this->segmented_rt_temp->setData(segmented_rt);
 
@@ -232,3 +238,196 @@ bool TaskSegmentation::run(int procType, int tid) {
 
 	std::cout << "Task Segmentation time elapsed: "<< t2-t1 << std::endl;
 }
+
+bool TaskSegmentation::reusable(ReusableTask* rt) {
+	TaskSegmentation* t = (TaskSegmentation*)(rt);
+	if (this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
+		this->normalized_rt_temp->getId() == t->normalized_rt_temp->getId() &&
+		this->normalized_rt_temp->getVersion() == t->normalized_rt_temp->getVersion() &&
+		this->segmented_rt_temp->getName() == t->segmented_rt_temp->getName() &&
+		this->segmented_rt_temp->getId() == t->segmented_rt_temp->getId() &&
+		this->segmented_rt_temp->getVersion() == t->segmented_rt_temp->getVersion() &&
+		this->blue == t->blue &&
+		this->green == t->green &&
+		this->red == t->red &&
+		this->T1 == t->T1 &&
+		this->T2 == t->T2 &&
+		this->G1 == t->G1 &&
+		this->minSize == t->minSize &&
+		this->maxSize == t->maxSize &&
+		this->G2 == t->G2 &&
+		this->minSizePl == t->minSizePl &&
+		this->minSizeSeg == t->minSizeSeg &&
+		this->maxSizeSeg == t->maxSizeSeg &&
+		this->fillHolesConnectivity == t->fillHolesConnectivity &&
+		this->reconConnectivity == t->reconConnectivity &&
+		this->watershedConnectivity == t->watershedConnectivity) {
+
+		return true;
+	} else {
+		return false;
+	}
+}
+
+int TaskSegmentation::size() {
+	return sizeof(unsigned char) + sizeof(unsigned char) + sizeof(unsigned char) + sizeof(float) + 
+		sizeof(float) + sizeof(unsigned char) + sizeof(int) + sizeof(int) + sizeof(unsigned char) + 
+		sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int);
+}
+
+int TaskSegmentation::serialize(char *buff) {
+	int serialized_bytes = 0;
+
+	// copy field blue
+	memcpy(buff+serialized_bytes, &blue, sizeof(unsigned char));
+		serialized_bytes+=sizeof(unsigned char);
+
+	// copy field green
+	memcpy(buff+serialized_bytes, &green, sizeof(unsigned char));
+		serialized_bytes+=sizeof(unsigned char);
+
+	// copy field red
+	memcpy(buff+serialized_bytes, &red, sizeof(unsigned char));
+		serialized_bytes+=sizeof(unsigned char);
+		
+	// copy field T1
+	memcpy(buff+serialized_bytes, &T1, sizeof(float));
+		serialized_bytes+=sizeof(float);
+		
+	// copy field T2
+	memcpy(buff+serialized_bytes, &T2, sizeof(float));
+		serialized_bytes+=sizeof(float);
+		
+	// copy field G1
+	memcpy(buff+serialized_bytes, &G1, sizeof(unsigned char));
+		serialized_bytes+=sizeof(unsigned char);
+		
+	// copy field minSize
+	memcpy(buff+serialized_bytes, &minSize, sizeof(int));
+		serialized_bytes+=sizeof(int);
+
+	// copy field maxSize
+	memcpy(buff+serialized_bytes, &maxSize, sizeof(int));
+		serialized_bytes+=sizeof(int);
+
+	// copy field G2
+	memcpy(buff+serialized_bytes, &G2, sizeof(unsigned char));
+		serialized_bytes+=sizeof(unsigned char);
+		
+	// copy field minSizePl
+	memcpy(buff+serialized_bytes, &minSizePl, sizeof(int));
+		serialized_bytes+=sizeof(int);
+
+	// copy field minSizeSeg
+	memcpy(buff+serialized_bytes, &minSizeSeg, sizeof(int));
+		serialized_bytes+=sizeof(int);
+
+	// copy field maxSizeSeg
+	memcpy(buff+serialized_bytes, &maxSizeSeg, sizeof(int));
+		serialized_bytes+=sizeof(int);
+
+	// copy field fillHolesConnectivity
+	memcpy(buff+serialized_bytes, &fillHolesConnectivity, sizeof(int));
+		serialized_bytes+=sizeof(int);
+
+	// copy field reconConnectivity
+	memcpy(buff+serialized_bytes, &reconConnectivity, sizeof(int));
+		serialized_bytes+=sizeof(int);
+
+	// copy field watershedConnectivity
+	memcpy(buff+serialized_bytes, &watershedConnectivity, sizeof(int));
+		serialized_bytes+=sizeof(int);
+
+	return serialized_bytes;
+}
+
+int TaskSegmentation::deserialize(char *buff) {
+	int deserialized_bytes = 0;
+
+	// extract field blue
+	this->blue = ((unsigned char*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(unsigned char);
+
+	// extract field red
+	this->red = ((unsigned char*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(unsigned char);
+
+	// extract field green
+	this->green = ((unsigned char*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(unsigned char);
+
+	// extract field T1
+	this->T1 = ((float*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(float);
+
+	// extract field T2
+	this->T2 = ((float*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(float);
+
+	// extract field G1
+	this->G1 = ((unsigned char*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(unsigned char);
+
+	// extract field G2
+	this->G2 = ((unsigned char*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(unsigned char);
+
+	// extract field minSize
+	this->minSize = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// extract field maxSize
+	this->maxSize = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// extract field minSizePl
+	this->minSizePl = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// extract field minSizeSeg
+	this->minSizeSeg = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// extract field maxSizeSeg
+	this->maxSizeSeg = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// extract field fillHolesConnectivity
+	this->fillHolesConnectivity = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// extract field reconConnectivity
+	this->reconConnectivity = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// extract field watershedConnectivity
+	this->watershedConnectivity = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	return deserialized_bytes;
+}
+
+ReusableTask* TaskSegmentation::clone() {
+	ReusableTask* retValue = new TaskSegmentation();
+	int size = this->size();
+	char *buff = new char[size];
+	this->serialize(buff);
+	retValue->deserialize(buff);
+	delete buff;
+
+	return retValue;
+}
+
+// Create the task factory
+ReusableTask* taskFactorySegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	return new TaskSegmentation(args, inputRt);
+}
+
+// Create the task factory
+ReusableTask* taskFactorySegmentation2() {
+	return new TaskSegmentation();
+} 
+
+// register factory with the runtime system
+bool registeredSegmentationTask = ReusableTask::ReusableTaskFactory::taskRegister("TaskSegmentation", 
+	&taskFactorySegmentation1, &taskFactorySegmentation2);
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index e1cfcdb..82107e7 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -13,13 +13,15 @@
 #include "FileUtils.h"
 #include "Task.h"
 #include "DenseDataRegion2D.h"
+#include "MergableStage.hpp"
+#include "ReusableTask.hpp"
 
 #include "opencv2/opencv.hpp"
 #include "opencv2/gpu/gpu.hpp"
 #include "HistologicalEntities.h"
 
 // PipelineComponent header
-class Segmentation : public RTPipelineComponentBase {
+class Segmentation : public RTPipelineComponentBase, public MergableStage {
 
 private:
 	// data region id
@@ -32,18 +34,19 @@ class Segmentation : public RTPipelineComponentBase {
 
 	void set_workflow_id(int id) {workflow_id = id;};
 
+	void merge(MergableStage &s) {};
+
 	int run();
 };
 
 // Task header
-class TaskSegmentation: public Task {
+class TaskSegmentation: public ReusableTask {
 private:
 
 	// data regions
 	DenseDataRegion2D* normalized_rt_temp;
 	DenseDataRegion2D* segmented_rt_temp;
 
-
 	// all other variables
 	unsigned char blue;
 	unsigned char green;
@@ -63,11 +66,20 @@ class TaskSegmentation: public Task {
 
 
 public:
+	TaskSegmentation(){};
+	TaskSegmentation(list<ArgumentBase*> args, RegionTemplate* inputRt){};
 	TaskSegmentation(DenseDataRegion2D* normalized_rt_temp, DenseDataRegion2D* segmented_rt_temp, unsigned char blue, unsigned char green, unsigned char red, double T1, double T2, unsigned char G1, int minSize, int maxSize, unsigned char G2, int minSizePl, int minSizeSeg, int maxSizeSeg, int fillHolesConnectivity, int reconConnectivity, int watershedConnectivity);
 
 	virtual ~TaskSegmentation();
 
 	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
+
+	bool reusable(ReusableTask* t);
+
+	int serialize(char *buff);
+	int deserialize(char *buff);
+	ReusableTask* clone();
+	int size();
 };
 
 #endif /* Segmentation_H_ */

From 73dd5428415871f9cd802061a72d3384729aafc7 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 2 Aug 2016 18:57:35 -0300
Subject: [PATCH 16/87] Updated Segmentation constructor to generate the task
 desc list and added the merge non-tested implementation. System compining and
 working.

---
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 90 +++++++++++++++++++
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp |  4 +-
 2 files changed, 93 insertions(+), 1 deletion(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 0d4c7c6..db27666 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -16,6 +16,61 @@
 
 Segmentation::Segmentation() {
 	this->setComponentName("Segmentation");
+
+	// generate task descriptors
+	list<ArgumentBase*> segmentation_task_args;
+	ArgumentRT* normalized_rt = new ArgumentRT();
+	normalized_rt->setName("normalized_rt");
+	segmentation_task_args.emplace_back(normalized_rt);
+	ArgumentRT* segmented_rt = new ArgumentRT();
+	segmented_rt->setName("segmented_rt");
+	segmentation_task_args.emplace_back(segmented_rt);
+	ArgumentInt* blue = new ArgumentInt();
+	blue->setName("blue");
+	segmentation_task_args.emplace_back(blue);
+	ArgumentInt* green = new ArgumentInt();
+	green->setName("green");
+	segmentation_task_args.emplace_back(green);
+	ArgumentInt* red = new ArgumentInt();
+	red->setName("red");
+	segmentation_task_args.emplace_back(red);
+	ArgumentFloat* T1 = new ArgumentFloat();
+	T1->setName("T1");
+	segmentation_task_args.emplace_back(T1);
+	ArgumentFloat* T2 = new ArgumentFloat();
+	T2->setName("T2");
+	segmentation_task_args.emplace_back(T2);
+	ArgumentInt* G1 = new ArgumentInt();
+	G1->setName("G1");
+	segmentation_task_args.emplace_back(G1);
+	ArgumentInt* minSize = new ArgumentInt();
+	minSize->setName("minSize");
+	segmentation_task_args.emplace_back(minSize);
+	ArgumentInt* maxSize = new ArgumentInt();
+	maxSize->setName("maxSize");
+	segmentation_task_args.emplace_back(maxSize);
+	ArgumentInt* G2 = new ArgumentInt();
+	G2->setName("G2");
+	segmentation_task_args.emplace_back(G2);
+	ArgumentInt* minSizePl = new ArgumentInt();
+	minSizePl->setName("minSizePl");
+	segmentation_task_args.emplace_back(minSizePl);
+	ArgumentInt* minSizeSeg = new ArgumentInt();
+	minSizeSeg->setName("minSizeSeg");
+	segmentation_task_args.emplace_back(minSizeSeg);
+	ArgumentInt* maxSizeSeg = new ArgumentInt();
+	maxSizeSeg->setName("maxSizeSeg");
+	segmentation_task_args.emplace_back(maxSizeSeg);
+	ArgumentInt* fillHolesConnectivity = new ArgumentInt();
+	fillHolesConnectivity->setName("fillHolesConnectivity");
+	segmentation_task_args.emplace_back(fillHolesConnectivity);
+	ArgumentInt* reconConnectivity = new ArgumentInt();
+	reconConnectivity->setName("reconConnectivity");
+	segmentation_task_args.emplace_back(reconConnectivity);
+	ArgumentInt* watershedConnectivity = new ArgumentInt();
+	watershedConnectivity->setName("watershedConnectivity");
+	segmentation_task_args.emplace_back(watershedConnectivity);
+	this->tasksDesc["TaskSegmentation"] = segmentation_task_args;
 }
 
 Segmentation::~Segmentation() {}
@@ -176,6 +231,41 @@ int Segmentation::run() {
 	return 0;
 }
 
+// MergableStage s must be a non-previuosly-merged stage
+void Segmentation::merge(MergableStage &s) {
+
+	cout << "[Segmentation] trying to merage";
+
+	list<ReusableTask*>* tasks_lists[] = {&this->mergable_t1};
+	list<ReusableTask*>* new_tasks_lists[] = {&((Segmentation*)&s)->mergable_t1};
+
+	for (int i=0; i<3; i++) {
+		bool reuse = false;
+		
+		// attempt to find a reusable task
+		ReusableTask* rt = tasks_lists[i]->front();
+		for (ReusableTask* t : *tasks_lists[i]) {
+			if (t->reusable(rt)) {
+				reuse = true;
+			}
+		}
+
+		if (!reuse) {
+			// add all tasks
+			for (int j=i; j<3; j++) {
+				tasks_lists[j]->emplace_back(new_tasks_lists[j]->front());
+			}
+
+			// // add DRs from merged stage to this stage
+			// std::set<std::pair<std::string, std::string> >* inp = &((Segmentation*)&s)->input_data_regions;
+			// std::set<std::pair<std::string, std::string> >* out = &((Segmentation*)&s)->output_data_regions;
+			// this->input_data_regions.insert(inp->begin(), inp->end());
+			// this->output_data_regions.insert(out->begin(), out->end());
+			return;
+		}
+	}
+}
+
 // Create the component factory
 PipelineComponentBase* componentFactorySegmentation() {
 	return new Segmentation();
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index 82107e7..72c2cf2 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -28,13 +28,15 @@ class Segmentation : public RTPipelineComponentBase, public MergableStage {
 	// IMPORTANT: this need to be set during the creation of this object
 	int workflow_id;
 
+	list<ReusableTask*> mergable_t1;
+
 public:
 	Segmentation();
 	virtual ~Segmentation();
 
 	void set_workflow_id(int id) {workflow_id = id;};
 
-	void merge(MergableStage &s) {};
+	void merge(MergableStage &s);
 
 	int run();
 };

From 1d3e373bd7c71cc5fab521743919fd75eb1c0a15 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Thu, 4 Aug 2016 10:51:17 -0300
Subject: [PATCH 17/87] All base structure (so far) for task reuse implemented
 and tested.

---
 runtime/PipelineComponentBase.cpp             |  15 +-
 runtime/PipelineComponentBase.h               |   5 +-
 runtime/ReusableTask.hpp                      |   1 +
 .../PipelineManager.cpp                       |  25 +-
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 228 ++++++++----------
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp |  24 +-
 6 files changed, 139 insertions(+), 159 deletions(-)

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index 7a54657..8cfd4dd 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -155,11 +155,11 @@ int PipelineComponentBase::size()
 		// add the task name size
 		size_bytes += sizeof(int);
 
-		// add the task name
-		size_bytes += p->second->getTaskName().size() * sizeof(char);
-
 		// add the task size
 		size_bytes += p->second->size();
+
+		// add the task name
+		size_bytes += p->second->getTaskName().size() * sizeof(char);
 	}
 
 	return size_bytes;
@@ -223,6 +223,9 @@ int PipelineComponentBase::serialize(char *buff)
 		memcpy(buff+serialized_bytes, p->second->getTaskName().c_str(), task_name_size*sizeof(char) );
 		serialized_bytes+=task_name_size*sizeof(char);
 
+		cout << "[PipelineComponentBase] serializing task name " << p->second->getTaskName() 
+			<< " of size " << p->second->getTaskName().size() << endl;
+
 		// copy the task
 		serialized_bytes += p->second->serialize(buff+serialized_bytes);
 	}
@@ -341,7 +344,11 @@ int PipelineComponentBase::deserialize(char *buff)
 		task_name[task_name_size] = '\0';
 		memcpy(task_name, buff+deserialized_bytes, sizeof(char)*task_name_size);
 		deserialized_bytes += sizeof(char)*task_name_size;
-		std::string task_name_s = task_name;
+		std::string task_name_s = std::string(task_name);
+		// std::string task_name_s = "TaskSegmentation";
+
+		cout << "[PipelineComponentBase] deserializing task name " << task_name_s 
+			<< " of size " << task_name_s.size() << endl;
 
 		// deserialize the task
 		ReusableTask* task = ReusableTask::ReusableTaskFactory::getTaskFromName(task_name_s);
diff --git a/runtime/PipelineComponentBase.h b/runtime/PipelineComponentBase.h
index d205316..9674532 100644
--- a/runtime/PipelineComponentBase.h
+++ b/runtime/PipelineComponentBase.h
@@ -34,8 +34,6 @@ typedef PipelineComponentBase* (componetFactory_t)();
 
 class PipelineComponentBase: public Task {
 private:
-	// Contain pointers to all arguments associated to this pipeline component
-	std::vector<ArgumentBase*> arguments;
 
 	// Holds the string name of the component, which should be the same used to register with the ComponentFactory
 	std::string component_name;
@@ -73,6 +71,9 @@ class PipelineComponentBase: public Task {
 	std::list<int> output_arguments;
 
 protected:
+	// Contain pointers to all arguments associated to this pipeline component
+	std::vector<ArgumentBase*> arguments;
+	
 	// is this component at the worker or manager side?
 	int location;
 	// this is used to pass cache stored in the Worker to the Pipeline component
diff --git a/runtime/ReusableTask.hpp b/runtime/ReusableTask.hpp
index 8aee372..a04dd33 100644
--- a/runtime/ReusableTask.hpp
+++ b/runtime/ReusableTask.hpp
@@ -25,6 +25,7 @@ class ReusableTask: public Task {
 
 public:
 	ReusableTask() {};
+	virtual ~ReusableTask() {};
 
 	virtual bool reusable(ReusableTask* t) = 0;
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index aad3240..037eb9d 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -69,6 +69,9 @@ void connect_stages_from_file(FILE* workflow_descriptor, map<int, PipelineCompon
 void expand_stages(const map<int, ArgumentBase*> &args, map<int, list<ArgumentBase*>> args_values, 
 	map<int, ArgumentBase*> &expanded_args,map<int, PipelineComponentBase*> stages,
 	map<int, PipelineComponentBase*> &expanded_stages, map<int, ArgumentBase*> &workflow_outputs);
+void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
+	const map<int, PipelineComponentBase*> &stages_ref,	map<int, PipelineComponentBase*> &merged_stages, 
+	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args);
 void generate_drs(RegionTemplate* rt, const map<int, ArgumentBase*> &expanded_args);
 void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, 
 	map<int, ArgumentBase*> &merged_arguments,
@@ -209,6 +212,17 @@ int main(int argc, char* argv[]) {
 		cout << "\t" << p.first << ":" << p.second->getName() << " = " 
 			<< p.second->toString() << " sized: " << p.second->size() << endl;
 
+	map<int, PipelineComponentBase*> merged_stages;
+	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args);
+
+	cout << endl<< "merged-fine: " << endl;
+	for (pair<int, PipelineComponentBase*> p : merged_stages) {
+		cout << "stage " << p.second->getId() << ":" << p.second->getName() << endl;
+		cout << "\ttasks: " << endl;
+		for (pair<int, ReusableTask*> t : p.second->tasks)
+			cout << "\t\t" << t.first << ":" << t.second->getTaskName() << endl;
+	}
+
 	//------------------------------------------------------------
 	// Add workflows to Manager to be executed
 	//------------------------------------------------------------
@@ -222,11 +236,11 @@ int main(int argc, char* argv[]) {
 
 	// add arguments to each stage
 	cout << endl << "add_arguments_to_stages" << endl;
-	add_arguments_to_stages(expanded_stages, expanded_args, rt);
+	add_arguments_to_stages(merged_stages, expanded_args, rt);
 
 	// add all stages to manager
 	cout << endl << "executeComponent" << endl;
-	for (pair<int, PipelineComponentBase*> s : expanded_stages) {
+	for (pair<int, PipelineComponentBase*> s : merged_stages) {
 		cout << "sent component " << s.second->getId() << ":" 
 			<< s.second->getName() << " to execute with args:" << endl;
 		cout << "\tinputs: " << endl;
@@ -237,12 +251,6 @@ int main(int argc, char* argv[]) {
 		for (int i : s.second->getOutputs())
 			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
 				<< expanded_args[i]->toString() << endl;
-		if (s.second->getName().compare("segmentation") == 0) {
-			ReusableTask* t = new TaskSegmentation();
-			t->setTaskName("TaskSegmentation");
-			s.second->tasks[10] = t;
-			cout << "[TEST] added a task -----------------------------------------------------------------------" << endl;
-		}
 		sysEnv.executeComponent(s.second);
 	}
 
@@ -915,6 +923,7 @@ map<int, ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_d
 		tasks[uid] = ReusableTask::ReusableTaskFactory::getTaskFromName(t.first, args, rt);
 		tasks[uid]->setId(uid);
 		tasks[uid]->setTaskName(t.first);
+		cout << "[task_generator] new task " << uid << ":" << t.first << " with size " << tasks[uid]->size() << endl;
 	}
 
 	return tasks;
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index db27666..3fc82a2 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -83,21 +83,6 @@ int Segmentation::run() {
 
 	ArgumentRT* normalized_rt_arg;
 	ArgumentRT* segmented_rt_arg;
-	unsigned char blue;
-	unsigned char green;
-	unsigned char red;
-	double T1;
-	double T2;
-	unsigned char G1;
-	int minSize;
-	int maxSize;
-	unsigned char G2;
-	int minSizePl;
-	int minSizeSeg;
-	int maxSizeSeg;
-	int fillHolesConnectivity;
-	int reconConnectivity;
-	int watershedConnectivity;
 
 	int set_cout = 0;
 	for(int i=0; i<this->getArgumentsSize(); i++){
@@ -110,87 +95,8 @@ int Segmentation::run() {
 			segmented_rt_arg = (ArgumentRT*)this->getArgument(i);
 			set_cout++;
 		}
-
-		if (this->getArgument(i)->getName().compare("blue") == 0) {
-			blue = (unsigned char)((ArgumentInt*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("green") == 0) {
-			green = (unsigned char)((ArgumentInt*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("red") == 0) {
-			red = (unsigned char)((ArgumentInt*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("T1") == 0) {
-			T1 = (double)((ArgumentFloat*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("T2") == 0) {
-			T2 = (double)((ArgumentFloat*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("G1") == 0) {
-			G1 = (unsigned char)((ArgumentInt*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("minSize") == 0) {
-			minSize = (int)((ArgumentInt*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("maxSize") == 0) {
-			maxSize = (int)((ArgumentInt*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("G2") == 0) {
-			G2 = (unsigned char)((ArgumentInt*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("minSizePl") == 0) {
-			minSizePl = (int)((ArgumentInt*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("minSizeSeg") == 0) {
-			minSizeSeg = (int)((ArgumentInt*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("maxSizeSeg") == 0) {
-			maxSizeSeg = (int)((ArgumentInt*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("fillHolesConnectivity") == 0) {
-			fillHolesConnectivity = (int)((ArgumentInt*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("reconConnectivity") == 0) {
-			reconConnectivity = (int)((ArgumentInt*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
-		if (this->getArgument(i)->getName().compare("watershedConnectivity") == 0) {
-			watershedConnectivity = (int)((ArgumentInt*)this->getArgument(i))->getArgValue();
-			set_cout++;
-		}
-
 	}
 
-	if (set_cout < this->getArgumentsSize())
-		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
-
 	this->addInputOutputDataRegion("tile", normalized_rt_arg->getName(), RTPipelineComponentBase::INPUT);
 
 	this->addInputOutputDataRegion("tile", segmented_rt_arg->getName(), RTPipelineComponentBase::OUTPUT);
@@ -201,31 +107,25 @@ int Segmentation::run() {
 
 		DenseDataRegion2D *segmented_rt = NULL;
 
-		try{
-			normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(
-				normalized_rt_arg->getName(), std::to_string(normalized_rt_arg->getId()), 0, normalized_rt_arg->getId()));
+		normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(
+			normalized_rt_arg->getName(), std::to_string(normalized_rt_arg->getId()), 0, normalized_rt_arg->getId()));
 
-			segmented_rt = new DenseDataRegion2D();
-			segmented_rt->setName(segmented_rt_arg->getName());
-			segmented_rt->setId(std::to_string(segmented_rt_arg->getId()));
-			segmented_rt->setVersion(segmented_rt_arg->getId());
-			inputRt->insertDataRegion(segmented_rt);
-
-			std::cout << "Segmentation. paramenterId: "<< workflow_id <<std::endl;
-		}catch(...){
-			std::cout <<"ERROR Segmentation " << std::endl;
-		}
+		segmented_rt = new DenseDataRegion2D();
+		segmented_rt->setName(segmented_rt_arg->getName());
+		segmented_rt->setId(std::to_string(segmented_rt_arg->getId()));
+		segmented_rt->setVersion(segmented_rt_arg->getId());
+		inputRt->insertDataRegion(segmented_rt);
 
 		// Create processing task
-		TaskSegmentation * task = new TaskSegmentation(normalized_rt, segmented_rt, blue, 
-			green, red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, 
-			fillHolesConnectivity, reconConnectivity, watershedConnectivity);
+		TaskSegmentation * task = (TaskSegmentation*)tasks.begin()->second->clone();
+		task->normalized_rt_temp = normalized_rt;
+		task->segmented_rt_temp = segmented_rt;
 
 		this->executeTask(task);
 
-
 	}else{
 		std::cout << __FILE__ << ":" << __LINE__ <<" RT == NULL" << std::endl;
+		exit(1);
 	}
 
 	return 0;
@@ -279,28 +179,90 @@ bool registeredSegmentation = PipelineComponentBase::ComponentFactory::component
 /*********************************** Task functions ***********************************/
 /**************************************************************************************/
 
-TaskSegmentation::TaskSegmentation(DenseDataRegion2D* normalized_rt_temp, 
-	DenseDataRegion2D* segmented_rt_temp, unsigned char blue, unsigned char green, unsigned char red, 
-	double T1, double T2, unsigned char G1, int minSize, int maxSize, unsigned char G2, 
-	int minSizePl, int minSizeSeg, int maxSizeSeg, int fillHolesConnectivity, int reconConnectivity, int watershedConnectivity) {
-	
-	this->normalized_rt_temp = normalized_rt_temp;
-	this->segmented_rt_temp = segmented_rt_temp;
-	this->blue = blue;
-	this->green = green;
-	this->red = red;
-	this->T1 = T1;
-	this->T2 = T2;
-	this->G1 = G1;
-	this->minSize = minSize;
-	this->maxSize = maxSize;
-	this->G2 = G2;
-	this->minSizePl = minSizePl;
-	this->minSizeSeg = minSizeSeg;
-	this->maxSizeSeg = maxSizeSeg;
-	this->fillHolesConnectivity = fillHolesConnectivity;
-	this->reconConnectivity = reconConnectivity;
-	this->watershedConnectivity = watershedConnectivity;
+TaskSegmentation::TaskSegmentation(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+
+	int set_cout = 0;
+	for(ArgumentBase* a : args){
+		if (a->getName().compare("blue") == 0) {
+			this->blue = (unsigned char)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("green") == 0) {
+			this->green = (unsigned char)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("red") == 0) {
+			this->red = (unsigned char)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("T1") == 0) {
+			this->T1 = (double)((ArgumentFloat*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("T2") == 0) {
+			this->T2 = (double)((ArgumentFloat*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("G1") == 0) {
+			this->G1 = (unsigned char)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("minSize") == 0) {
+			this->minSize = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("maxSize") == 0) {
+			this->maxSize = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("G2") == 0) {
+			this->G2 = (unsigned char)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("minSizePl") == 0) {
+			this->minSizePl = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("minSizeSeg") == 0) {
+			this->minSizeSeg = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("maxSizeSeg") == 0) {
+			this->maxSizeSeg = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("fillHolesConnectivity") == 0) {
+			this->fillHolesConnectivity = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("reconConnectivity") == 0) {
+			this->reconConnectivity = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("watershedConnectivity") == 0) {
+			this->watershedConnectivity = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+	}
+
+	// all arguments except the DataRegions
+	if (set_cout < args.size()-2)
+		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
+
 }
 
 TaskSegmentation::~TaskSegmentation() {
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index 72c2cf2..d0740db 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -45,10 +45,6 @@ class Segmentation : public RTPipelineComponentBase, public MergableStage {
 class TaskSegmentation: public ReusableTask {
 private:
 
-	// data regions
-	DenseDataRegion2D* normalized_rt_temp;
-	DenseDataRegion2D* segmented_rt_temp;
-
 	// all other variables
 	unsigned char blue;
 	unsigned char green;
@@ -68,20 +64,24 @@ class TaskSegmentation: public ReusableTask {
 
 
 public:
-	TaskSegmentation(){};
-	TaskSegmentation(list<ArgumentBase*> args, RegionTemplate* inputRt){};
-	TaskSegmentation(DenseDataRegion2D* normalized_rt_temp, DenseDataRegion2D* segmented_rt_temp, unsigned char blue, unsigned char green, unsigned char red, double T1, double T2, unsigned char G1, int minSize, int maxSize, unsigned char G2, int minSizePl, int minSizeSeg, int maxSizeSeg, int fillHolesConnectivity, int reconConnectivity, int watershedConnectivity);
+
+	// data regions
+	DenseDataRegion2D* normalized_rt_temp;
+	DenseDataRegion2D* segmented_rt_temp;
+
+	TaskSegmentation() {this->setTaskName("TaskSegmentation");};
+	TaskSegmentation(list<ArgumentBase*> args, RegionTemplate* inputRt);
 
 	virtual ~TaskSegmentation();
 
 	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
 
-	bool reusable(ReusableTask* t);
+	virtual bool reusable(ReusableTask* t);
 
-	int serialize(char *buff);
-	int deserialize(char *buff);
-	ReusableTask* clone();
-	int size();
+	virtual int serialize(char *buff);
+	virtual int deserialize(char *buff);
+	virtual ReusableTask* clone();
+	virtual int size();
 };
 
 #endif /* Segmentation_H_ */

From dfa16e0211352e6b5fd0e02c5ca3bad0d9e297ca Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Thu, 4 Aug 2016 16:42:26 -0300
Subject: [PATCH 18/87] Bug fix: system wasn't working with more than a value
 for the same variable.

---
 .../PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp |   6 +
 .../PipelineManager.cpp                       | 106 ++++++++++--------
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp |   2 +-
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp |   2 +-
 4 files changed, 67 insertions(+), 49 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp
index 8f493ff..8f16807 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp
@@ -53,14 +53,20 @@ int DiffMaskComp::run() {
 
 	if(inputRt != NULL){
 
+		cout << "[DiffMaskComp] trying to get data regions:" << endl;
+
 		// Mask computed in segmentation using specific application parameter set
 		DenseDataRegion2D *computed_mask = dynamic_cast<DenseDataRegion2D*>(
 			inputRt->getDataRegion(computed_mask_name->getName(), std::to_string(computed_mask_name->getId()), 0, 
 			computed_mask_name->getId()));
+		cout << "\t" << computed_mask_name->getName() << ":" << computed_mask_name->getId() 
+			<< ":0:" << computed_mask_name->getId() << endl;
 		// Mask used as a reference
 		DenseDataRegion2D *reference_mask = dynamic_cast<DenseDataRegion2D*>(
 			inputRt->getDataRegion(reference_mask_name->getName(), std::to_string(reference_mask_name->getId()), 0, 
 			reference_mask_name->getId()));
+		cout << "\t" << reference_mask->getName() << ":" << reference_mask->getId() 
+			<< ":0:" << reference_mask->getId() << endl;
 
 		if(computed_mask != NULL && reference_mask != NULL){
 			// gambiarra
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 037eb9d..cb4813a 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -129,8 +129,8 @@ int main(int argc, char* argv[]) {
 	// get all workflow outputs
 	map<int, ArgumentBase*> workflow_outputs;
 	get_outputs_from_file(workflow_descriptor, workflow_outputs);
-	cout << endl << "workflow_outputs " << endl;
-	mapprint(workflow_outputs);
+	// cout << endl << "workflow_outputs " << endl;
+	// mapprint(workflow_outputs);
 	// for (pair<int, ArgumentBase*> p : workflow_outputs)
 	// 	cout << p.second->getId() << ":" << p.second->getName() << endl;
 
@@ -140,16 +140,24 @@ int main(int argc, char* argv[]) {
 	map<int, PipelineComponentBase*> base_stages;
 	map<int, ArgumentBase*> interstage_arguments;
 	get_stages_from_file(workflow_descriptor, base_stages, interstage_arguments);
-	// cout << endl << "base_stages:" << endl;
-	// for (pair<int, PipelineComponentBase*> p : base_stages) {
-	// 	cout << p.first << ":" << p.second->getName() << ", outputs: " << p.second->getOutputs().size() << endl << endl;
-	// 	for (int i : p.second->getOutputs())
-	// 		cout << "\t" << i << ":" << interstage_arguments[i]->getName() << endl;
-	// }
-
-	cout << endl << "interstage_arguments:" << endl;
-	for (pair<int, ArgumentBase*> p : interstage_arguments)
+	cout << endl << "base_stages:" << endl;
+	for (pair<int, PipelineComponentBase*> p : base_stages) {
 		cout << p.first << ":" << p.second->getName() << endl;
+		cout << "\toutputs: " << p.second->getOutputs().size() << endl << endl;
+		for (int i : p.second->getOutputs())
+			cout << "\t\t" << i << ":" << interstage_arguments[i]->getName() << endl;
+		cout << "\t task descriptors:" << endl;
+		for (pair<string, list<ArgumentBase*>> d : p.second->tasksDesc) {
+			cout << "\t\ttask: " << d.first << endl;
+			for (ArgumentBase* a : d.second)
+				cout << "\t\t\t" << a->getName() << endl;
+		}
+	}
+
+
+	// cout << endl << "interstage_arguments:" << endl;
+	// for (pair<int, ArgumentBase*> p : interstage_arguments)
+	// 	cout << p.first << ":" << p.second->getName() << endl;
 
 	// this map is a dependency structure: stage -> dependency_list
 	map<int, list<int>> deps;
@@ -163,11 +171,11 @@ int main(int argc, char* argv[]) {
 
 	// mapprint(all_argument);
 
-	cout << endl << "all_arguments:" << endl;
-	for (pair<int, ArgumentBase*> p : all_argument) {
-		cout << p.second->getId() << ":" << p.second->getName() 
-			<< " parent " << p.second->getParent() << endl;
-	}
+	// cout << endl << "all_arguments:" << endl;
+	// for (pair<int, ArgumentBase*> p : all_argument) {
+	// 	cout << p.second->getId() << ":" << p.second->getName() 
+	// 		<< " parent " << p.second->getParent() << endl;
+	// }
 
 	// cout << endl << "connected base_stages:" << endl;
 	// for (pair<int, PipelineComponentBase*> p : base_stages) {
@@ -632,29 +640,29 @@ void connect_stages_from_file(FILE* workflow_descriptor,
 				deps[sink_stg->getId()].emplace_back(find_stage(base_stages, all_source_fields[0].data)->getId());
 				arg = find_argument(interstage_arguments, all_source_fields[1].data);
 				arg->setParent(find_stage(base_stages, all_source_fields[0].data)->getId());
-				cout << "source from stage " << all_source_fields[0].data << " is " << arg->getId() << ":" 
-					<< arg->getName() << " parent " << arg->getParent() << endl;
+				// cout << "source from stage " << all_source_fields[0].data << " is " << arg->getId() << ":" 
+				// 	<< arg->getName() << " parent " << arg->getParent() << endl;
 			}
 
 			// add the link to the sink stage
 			sink_stg->addInput(arg->getId());
 		} 
 		else {
-			cout << "workflow argument sink: " << all_sink_fields[0].data << endl;
+			// cout << "workflow argument sink: " << all_sink_fields[0].data << endl;
 			// update workflow output id in order to access it later to retreive the output
 			
 			ArgumentBase* itstg_argument = find_argument(interstage_arguments, all_source_fields[1].data);
-			cout << "Output " << all_sink_fields[0].data << " connects to argument " << itstg_argument->getId() << 
-				":" << itstg_argument->getName() << endl;
+			// cout << "Output " << all_sink_fields[0].data << " connects to argument " << itstg_argument->getId() << 
+			// 	":" << itstg_argument->getName() << endl;
 			ArgumentBase* output = find_argument(workflow_outputs, all_sink_fields[0].data);
-			cout << "Output " << all_sink_fields[0].data << " had id " << output->getId() << endl;
+			// cout << "Output " << all_sink_fields[0].data << " had id " << output->getId() << endl;
 			
 			// remove reference of old id from map
 			workflow_outputs.erase(output->getId());
 
 			// update the output id
 			output->setId(itstg_argument->getId());
-			cout << "Output " << all_sink_fields[0].data << " now has id " << output->getId() << endl;
+			// cout << "Output " << all_sink_fields[0].data << " now has id " << output->getId() << endl;
 			
 			// re-insert the output with the new id
 			workflow_outputs[output->getId()] = output;
@@ -818,11 +826,11 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 	}
 
 	// flatten the arg values into expanded_args
-	cout << endl << "arg_values" << endl;
+	// cout << endl << "arg_values" << endl;
 	for (pair<int, list<ArgumentBase*>> p : args_values) {
-		cout << "base argument " << p.first << ":" << args.at(p.first)->getName() << endl;
+		// cout << "base argument " << p.first << ":" << args.at(p.first)->getName() << endl;
 		for (ArgumentBase* a : p.second) {
-			cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
+			// cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
 			expanded_args[a->getId()] = a;
 		}
 	}
@@ -875,6 +883,7 @@ bool exists_reusable_task(PipelineComponentBase* merged, PipelineComponentBase*
 		if (t.second->getTaskName().compare(task_name) == 0)
 			to_merge_task = t.second;
 
+	// attempt to find the same task on merged
 	for (pair<int, ReusableTask*> t : merged->tasks)
 		if (t.second->getTaskName().compare(task_name) == 0 && 
 				to_merge_task->reusable(t.second))
@@ -884,12 +893,14 @@ bool exists_reusable_task(PipelineComponentBase* merged, PipelineComponentBase*
 }
 
 // for the meantime the mearging will happen whenever at least the first task is reusable
-bool merging_condition(PipelineComponentBase* merged, PipelineComponentBase* to_merge) {
-	// check if the first task is reusable
-	pair<string, list<ArgumentBase*>> m = *merged->tasksDesc.begin();
-	pair<string, list<ArgumentBase*>> n = *to_merge->tasksDesc.begin();
+bool merging_condition(PipelineComponentBase* merged, PipelineComponentBase* to_merge, map<string, list<ArgumentBase*>> ref) {
+	
+	// compatibility with stages that dont implement task reuse
+	if (ref.size() == 0)
+		return false;
 
-	if (m.first.compare(n.first) == 0 && exists_reusable_task(merged, to_merge, m.first))
+	// verify if the first task is reusable
+	if (exists_reusable_task(merged, to_merge, ref.begin()->first))
 		return true;
 	else
 		return false;
@@ -936,30 +947,31 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 	// attempt merging for each stage type
 	for (pair<int, PipelineComponentBase*> ref : stages_ref) {
 		// get only the stages from the current stage_ref
-		list<PipelineComponentBase*> current_ref_stages;
-		filter_stages(all_stages, ref.second->getName(), current_ref_stages);
+		list<PipelineComponentBase*> current_stages;
+		filter_stages(all_stages, ref.second->getName(), current_stages);
 
 		// attempt to merge all current stages
-		while (!current_ref_stages.empty()) {
+		while (!current_stages.empty()) {
 			// get one stage to start merging
-			PipelineComponentBase* current = current_ref_stages.front();
-			current_ref_stages.pop_front();
+			PipelineComponentBase* current = current_stages.front();
+			current_stages.pop_front();
 
 			// start by generating all tasks
 			current->tasks = task_generator(ref.second->tasksDesc, current, rt, expanded_args);
 
 			// attempt to merge all stages to the current merged stages
-			list<PipelineComponentBase*>::iterator i = current_ref_stages.begin();
-			while (i != current_ref_stages.end()) {
-				// add stage to merged stages if the merging condition is true
-				PipelineComponentBase* s = *i;
-				if (merging_condition(s, current)) {
-					((MergableStage*)current)->merge(*((MergableStage*)s));
-					current_ref_stages.erase(i);
-				} else {
-					i++;
-				}
-			}
+			// list<PipelineComponentBase*>::iterator i = current_stages.begin();
+			// while (i != current_stages.end()) {
+			// 	// add stage to merged stages if the merging condition is true
+			// 	PipelineComponentBase* s = *i;
+			// 	if (merging_condition(s, current, ref.second->tasksDesc)) {
+			// 		cout << "[merge_stages_fine_grain] reused task" << endl;
+			// 		((MergableStage*)current)->merge(*((MergableStage*)s));
+			// 		i = current_stages.erase(i);
+			// 	} else {
+			// 		i++;
+			// 	}
+			// }
 
 			// add merged stages to final map as one stage
 			merged_stages[((PipelineComponentBase*)current)->getId()] = (PipelineComponentBase*)current;
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 3fc82a2..69a83f2 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -117,7 +117,7 @@ int Segmentation::run() {
 		inputRt->insertDataRegion(segmented_rt);
 
 		// Create processing task
-		TaskSegmentation * task = (TaskSegmentation*)tasks.begin()->second->clone();
+		TaskSegmentation* task = (TaskSegmentation*)tasks.begin()->second->clone();
 		task->normalized_rt_temp = normalized_rt;
 		task->segmented_rt_temp = segmented_rt;
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index d0740db..e03daa3 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -69,7 +69,7 @@ class TaskSegmentation: public ReusableTask {
 	DenseDataRegion2D* normalized_rt_temp;
 	DenseDataRegion2D* segmented_rt_temp;
 
-	TaskSegmentation() {this->setTaskName("TaskSegmentation");};
+	TaskSegmentation() {};
 	TaskSegmentation(list<ArgumentBase*> args, RegionTemplate* inputRt);
 
 	virtual ~TaskSegmentation();

From ac3669c97d2590e418012f5d7255599eed006d84 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 8 Aug 2016 18:06:51 -0300
Subject: [PATCH 19/87] Serialization bug fixed:

SegmentationTask serialization/deserializarion had misordered variables and the double
variables were being sent as float.
---
 runtime/PipelineComponentBase.cpp             |   6 ++
 runtime/PipelineComponentBase.h               |   2 +
 runtime/ReusableTask.hpp                      |   2 +
 .../PipelineManager.cpp                       |  28 ++---
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 102 +++++++++++-------
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp |   4 +
 6 files changed, 90 insertions(+), 54 deletions(-)

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index 8cfd4dd..ceff4dc 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -372,6 +372,12 @@ PipelineComponentBase* PipelineComponentBase::clone() {
 	return retValue;
 }
 
+void PipelineComponentBase::printTasks() {
+	for (std::map<int, ReusableTask*>::iterator i = tasks.begin(); i!=tasks.end(); i++) {
+		i->second->print();
+	}
+}
+
 void PipelineComponentBase::executeTask(Task *task)
 {
 	if(this->getResourceManager() != NULL){
diff --git a/runtime/PipelineComponentBase.h b/runtime/PipelineComponentBase.h
index 9674532..f4f314d 100644
--- a/runtime/PipelineComponentBase.h
+++ b/runtime/PipelineComponentBase.h
@@ -170,6 +170,8 @@ class PipelineComponentBase: public Task {
 
 	std::map<int, ReusableTask*> tasks;
 
+	void printTasks();
+
 	// Factory class is used to build "reflection", and instantiate objects of
 	// PipelineComponentBase subclasses that register with it
     class ComponentFactory{
diff --git a/runtime/ReusableTask.hpp b/runtime/ReusableTask.hpp
index a04dd33..dde601b 100644
--- a/runtime/ReusableTask.hpp
+++ b/runtime/ReusableTask.hpp
@@ -39,6 +39,8 @@ class ReusableTask: public Task {
 
 	virtual int size() = 0;
 
+	virtual void print() = 0;
+
 
 	// Factory class is used to build "reflection", and instantiate objects of
 	// ReusableTask subclasses that register with it
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index cb4813a..de0279d 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -227,8 +227,10 @@ int main(int argc, char* argv[]) {
 	for (pair<int, PipelineComponentBase*> p : merged_stages) {
 		cout << "stage " << p.second->getId() << ":" << p.second->getName() << endl;
 		cout << "\ttasks: " << endl;
-		for (pair<int, ReusableTask*> t : p.second->tasks)
+		for (pair<int, ReusableTask*> t : p.second->tasks) {
 			cout << "\t\t" << t.first << ":" << t.second->getTaskName() << endl;
+			t.second->print();
+		}
 	}
 
 	//------------------------------------------------------------
@@ -960,18 +962,18 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 			current->tasks = task_generator(ref.second->tasksDesc, current, rt, expanded_args);
 
 			// attempt to merge all stages to the current merged stages
-			// list<PipelineComponentBase*>::iterator i = current_stages.begin();
-			// while (i != current_stages.end()) {
-			// 	// add stage to merged stages if the merging condition is true
-			// 	PipelineComponentBase* s = *i;
-			// 	if (merging_condition(s, current, ref.second->tasksDesc)) {
-			// 		cout << "[merge_stages_fine_grain] reused task" << endl;
-			// 		((MergableStage*)current)->merge(*((MergableStage*)s));
-			// 		i = current_stages.erase(i);
-			// 	} else {
-			// 		i++;
-			// 	}
-			// }
+			list<PipelineComponentBase*>::iterator i = current_stages.begin();
+			while (i != current_stages.end()) {
+				// add stage to merged stages if the merging condition is true
+				PipelineComponentBase* s = *i;
+				if (merging_condition(s, current, ref.second->tasksDesc)) {
+					cout << "[merge_stages_fine_grain] reused task" << endl;
+					((MergableStage*)current)->merge(*((MergableStage*)s));
+					i = current_stages.erase(i);
+				} else {
+					i++;
+				}
+			}
 
 			// add merged stages to final map as one stage
 			merged_stages[((PipelineComponentBase*)current)->getId()] = (PipelineComponentBase*)current;
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 69a83f2..9e736ab 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -293,37 +293,38 @@ bool TaskSegmentation::run(int procType, int tid) {
 
 bool TaskSegmentation::reusable(ReusableTask* rt) {
 	TaskSegmentation* t = (TaskSegmentation*)(rt);
-	if (this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
-		this->normalized_rt_temp->getId() == t->normalized_rt_temp->getId() &&
-		this->normalized_rt_temp->getVersion() == t->normalized_rt_temp->getVersion() &&
-		this->segmented_rt_temp->getName() == t->segmented_rt_temp->getName() &&
-		this->segmented_rt_temp->getId() == t->segmented_rt_temp->getId() &&
-		this->segmented_rt_temp->getVersion() == t->segmented_rt_temp->getVersion() &&
-		this->blue == t->blue &&
-		this->green == t->green &&
-		this->red == t->red &&
-		this->T1 == t->T1 &&
-		this->T2 == t->T2 &&
-		this->G1 == t->G1 &&
-		this->minSize == t->minSize &&
-		this->maxSize == t->maxSize &&
-		this->G2 == t->G2 &&
-		this->minSizePl == t->minSizePl &&
-		this->minSizeSeg == t->minSizeSeg &&
-		this->maxSizeSeg == t->maxSizeSeg &&
-		this->fillHolesConnectivity == t->fillHolesConnectivity &&
-		this->reconConnectivity == t->reconConnectivity &&
-		this->watershedConnectivity == t->watershedConnectivity) {
-
-		return true;
-	} else {
-		return false;
-	}
+	// if (this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
+	// 	this->normalized_rt_temp->getId() == t->normalized_rt_temp->getId() &&
+	// 	this->normalized_rt_temp->getVersion() == t->normalized_rt_temp->getVersion() &&
+	// 	this->segmented_rt_temp->getName() == t->segmented_rt_temp->getName() &&
+	// 	this->segmented_rt_temp->getId() == t->segmented_rt_temp->getId() &&
+	// 	this->segmented_rt_temp->getVersion() == t->segmented_rt_temp->getVersion() &&
+	// 	this->blue == t->blue &&
+	// 	this->green == t->green &&
+	// 	this->red == t->red &&
+	// 	this->T1 == t->T1 &&
+	// 	this->T2 == t->T2 &&
+	// 	this->G1 == t->G1 &&
+	// 	this->minSize == t->minSize &&
+	// 	this->maxSize == t->maxSize &&
+	// 	this->G2 == t->G2 &&
+	// 	this->minSizePl == t->minSizePl &&
+	// 	this->minSizeSeg == t->minSizeSeg &&
+	// 	this->maxSizeSeg == t->maxSizeSeg &&
+	// 	this->fillHolesConnectivity == t->fillHolesConnectivity &&
+	// 	this->reconConnectivity == t->reconConnectivity &&
+	// 	this->watershedConnectivity == t->watershedConnectivity) {
+
+	// 	return true;
+	// } else {
+	// 	return false;
+	// }
+	return true;
 }
 
 int TaskSegmentation::size() {
-	return sizeof(unsigned char) + sizeof(unsigned char) + sizeof(unsigned char) + sizeof(float) + 
-		sizeof(float) + sizeof(unsigned char) + sizeof(int) + sizeof(int) + sizeof(unsigned char) + 
+	return sizeof(unsigned char) + sizeof(unsigned char) + sizeof(unsigned char) + sizeof(double) + 
+		sizeof(double) + sizeof(unsigned char) + sizeof(int) + sizeof(int) + sizeof(unsigned char) + 
 		sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int);
 }
 
@@ -343,12 +344,12 @@ int TaskSegmentation::serialize(char *buff) {
 		serialized_bytes+=sizeof(unsigned char);
 		
 	// copy field T1
-	memcpy(buff+serialized_bytes, &T1, sizeof(float));
-		serialized_bytes+=sizeof(float);
+	memcpy(buff+serialized_bytes, &T1, sizeof(double));
+		serialized_bytes+=sizeof(double);
 		
 	// copy field T2
-	memcpy(buff+serialized_bytes, &T2, sizeof(float));
-		serialized_bytes+=sizeof(float);
+	memcpy(buff+serialized_bytes, &T2, sizeof(double));
+		serialized_bytes+=sizeof(double);
 		
 	// copy field G1
 	memcpy(buff+serialized_bytes, &G1, sizeof(unsigned char));
@@ -409,21 +410,17 @@ int TaskSegmentation::deserialize(char *buff) {
 	deserialized_bytes += sizeof(unsigned char);
 
 	// extract field T1
-	this->T1 = ((float*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(float);
+	this->T1 = ((double*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(double);
 
 	// extract field T2
-	this->T2 = ((float*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(float);
+	this->T2 = ((double*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(double);
 
 	// extract field G1
 	this->G1 = ((unsigned char*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(unsigned char);
 
-	// extract field G2
-	this->G2 = ((unsigned char*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(unsigned char);
-
 	// extract field minSize
 	this->minSize = ((int*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(int);
@@ -432,6 +429,10 @@ int TaskSegmentation::deserialize(char *buff) {
 	this->maxSize = ((int*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(int);
 
+	// extract field G2
+	this->G2 = ((unsigned char*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(unsigned char);
+
 	// extract field minSizePl
 	this->minSizePl = ((int*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(int);
@@ -470,6 +471,25 @@ ReusableTask* TaskSegmentation::clone() {
 	return retValue;
 }
 
+void TaskSegmentation::print() {
+	
+	cout << "blue: " << int(blue) << endl;
+	cout << "green: " << int(green) << endl;
+	cout << "blue: " << int(red) << endl;
+	cout << "t1: " << T1 << endl;
+	cout << "t2: " << T2 << endl;
+	cout << "g1: " << int(G1) << endl;
+	cout << "minSize: " << minSize << endl;
+	cout << "maxSize: " << maxSize << endl;
+	cout << "G2: " << int(G2) << endl;
+	cout << "minSizePl: " << minSizePl << endl;
+	cout << "minSizeSeg: " << minSizeSeg << endl;
+	cout << "maxSizeSeg: " << maxSizeSeg << endl;
+	cout << "fillHolesConnectivity: " << fillHolesConnectivity << endl;
+	cout << "reconConnectivity: " << reconConnectivity << endl;
+	cout << "watershedConnectivity: " << watershedConnectivity << endl;
+}
+
 // Create the task factory
 ReusableTask* taskFactorySegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
 	return new TaskSegmentation(args, inputRt);
@@ -478,7 +498,7 @@ ReusableTask* taskFactorySegmentation1(list<ArgumentBase*> args, RegionTemplate*
 // Create the task factory
 ReusableTask* taskFactorySegmentation2() {
 	return new TaskSegmentation();
-} 
+}
 
 // register factory with the runtime system
 bool registeredSegmentationTask = ReusableTask::ReusableTaskFactory::taskRegister("TaskSegmentation", 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index e03daa3..c7f5869 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -38,6 +38,8 @@ class Segmentation : public RTPipelineComponentBase, public MergableStage {
 
 	void merge(MergableStage &s);
 
+	void print();
+
 	int run();
 };
 
@@ -82,6 +84,8 @@ class TaskSegmentation: public ReusableTask {
 	virtual int deserialize(char *buff);
 	virtual ReusableTask* clone();
 	virtual int size();
+
+	void print();
 };
 
 #endif /* Segmentation_H_ */

From adc4d3a4a3df299501f874306bfc2d93c151d527 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 9 Aug 2016 22:46:12 -0300
Subject: [PATCH 20/87] Stage fine-grain merging partially working:

Not working when 'reusable' is called due to the DRs being NULL.
---
 runtime/PipelineComponentBase.cpp             | 27 +++---
 runtime/PipelineComponentBase.h               |  2 +-
 .../MergableStage.hpp                         | 19 ----
 .../PipelineManager.cpp                       | 69 +++++++++-----
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 89 ++++++-------------
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp |  5 +-
 6 files changed, 90 insertions(+), 121 deletions(-)
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/MergableStage.hpp

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index ceff4dc..d5fc5c1 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -148,7 +148,7 @@ int PipelineComponentBase::size()
 	// add the number of tasks
 	size_bytes += sizeof(int);
 
-	for(map<int, ReusableTask*>::iterator p=this->tasks.begin(); p!=this->tasks.end(); p++){
+	for(list<ReusableTask*>::iterator t=this->tasks.begin(); t!=this->tasks.end(); t++){
 		// add the task id
 		size_bytes += sizeof(int);
 
@@ -156,10 +156,10 @@ int PipelineComponentBase::size()
 		size_bytes += sizeof(int);
 
 		// add the task size
-		size_bytes += p->second->size();
+		size_bytes += (*t)->size();
 
 		// add the task name
-		size_bytes += p->second->getTaskName().size() * sizeof(char);
+		size_bytes += (*t)->getTaskName().size() * sizeof(char);
 	}
 
 	return size_bytes;
@@ -208,26 +208,26 @@ int PipelineComponentBase::serialize(char *buff)
 	serialized_bytes+=sizeof(int);
 
 	// serialize each of the tasks
-	for(map<int, ReusableTask*>::iterator p=this->tasks.begin(); p!=this->tasks.end(); p++){
+	for(list<ReusableTask*>::iterator t=this->tasks.begin(); t!=this->tasks.end(); t++){
 		// Copy the task id
-		int id = p->first;
+		int id = (*t)->getId();
 		memcpy(buff+serialized_bytes, &id, sizeof(int));
 		serialized_bytes+=sizeof(int);
 
 		// copy the task name size
-		int task_name_size = p->second->getTaskName().size();
+		int task_name_size = (*t)->getTaskName().size();
 		memcpy(buff+serialized_bytes, &task_name_size, sizeof(int));
 		serialized_bytes+=sizeof(int);
 
 		// copy the task name
-		memcpy(buff+serialized_bytes, p->second->getTaskName().c_str(), task_name_size*sizeof(char) );
+		memcpy(buff+serialized_bytes, (*t)->getTaskName().c_str(), task_name_size*sizeof(char) );
 		serialized_bytes+=task_name_size*sizeof(char);
 
-		cout << "[PipelineComponentBase] serializing task name " << p->second->getTaskName() 
-			<< " of size " << p->second->getTaskName().size() << endl;
+		cout << "[PipelineComponentBase] serializing task name " << (*t)->getTaskName() 
+			<< " of size " << (*t)->getTaskName().size() << endl;
 
 		// copy the task
-		serialized_bytes += p->second->serialize(buff+serialized_bytes);
+		serialized_bytes += (*t)->serialize(buff+serialized_bytes);
 	}
 
 //	std::cout << "PipelineComponentBase::serialize" << std::endl;
@@ -353,8 +353,9 @@ int PipelineComponentBase::deserialize(char *buff)
 		// deserialize the task
 		ReusableTask* task = ReusableTask::ReusableTaskFactory::getTaskFromName(task_name_s);
 		task->setTaskName(task_name_s);
+		task->setId(id);
 		deserialized_bytes += task->deserialize(buff+deserialized_bytes);
-		this->tasks[id] = task;
+		this->tasks.push_back(task);
 	}
 
 //	std::cout << "PipelineComponentBase::deserialize" << std::endl;
@@ -373,8 +374,8 @@ PipelineComponentBase* PipelineComponentBase::clone() {
 }
 
 void PipelineComponentBase::printTasks() {
-	for (std::map<int, ReusableTask*>::iterator i = tasks.begin(); i!=tasks.end(); i++) {
-		i->second->print();
+	for (std::list<ReusableTask*>::iterator i = tasks.begin(); i!=tasks.end(); i++) {
+		(*i)->print();
 	}
 }
 
diff --git a/runtime/PipelineComponentBase.h b/runtime/PipelineComponentBase.h
index f4f314d..aa80073 100644
--- a/runtime/PipelineComponentBase.h
+++ b/runtime/PipelineComponentBase.h
@@ -168,7 +168,7 @@ class PipelineComponentBase: public Task {
 	// a map of all tasks ID used by the stage and the list of arguments for each task
 	std::map<std::string, std::list<ArgumentBase*> > tasksDesc;
 
-	std::map<int, ReusableTask*> tasks;
+	std::list<ReusableTask*> tasks;
 
 	void printTasks();
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/MergableStage.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/MergableStage.hpp
deleted file mode 100644
index 7a520e5..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/MergableStage.hpp
+++ /dev/null
@@ -1,19 +0,0 @@
-/*
- * MergableStage.hpp
- *
- *  Created on: Jul 18, 2016
- *      Author: willian
- */
-
-#ifndef MERGABLE_STAGE_H_
-#define MERGABLE_STAGE_H_
-
-class MergableStage {
-
-public:
-	MergableStage() {};
-
-	virtual void merge(MergableStage &s) = 0;
-};
-
-#endif /* MERGABLE_STAGE_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index de0279d..e58ebc4 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -14,11 +14,6 @@
 #include "RTPipelineComponentBase.h"
 #include "RegionTemplateCollection.h"
 #include "ReusableTask.hpp"
-#include "MergableStage.hpp"
-
-
-
-#include "Segmentation.hpp"
 
 using namespace std;
 
@@ -227,9 +222,9 @@ int main(int argc, char* argv[]) {
 	for (pair<int, PipelineComponentBase*> p : merged_stages) {
 		cout << "stage " << p.second->getId() << ":" << p.second->getName() << endl;
 		cout << "\ttasks: " << endl;
-		for (pair<int, ReusableTask*> t : p.second->tasks) {
-			cout << "\t\t" << t.first << ":" << t.second->getTaskName() << endl;
-			t.second->print();
+		for (ReusableTask* t : p.second->tasks) {
+			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+			// t.second->print();
 		}
 	}
 
@@ -881,14 +876,14 @@ ArgumentBase* find_argument(PipelineComponentBase* p, string name, map<int, Argu
 bool exists_reusable_task(PipelineComponentBase* merged, PipelineComponentBase* to_merge, string task_name) {
 	// get the only task of to_merge that has the type task_name
 	ReusableTask* to_merge_task = NULL;
-	for (pair<int, ReusableTask*> t : to_merge->tasks)
-		if (t.second->getTaskName().compare(task_name) == 0)
-			to_merge_task = t.second;
+	for (ReusableTask* t : to_merge->tasks)
+		if (t->getTaskName().compare(task_name) == 0)
+			to_merge_task = t;
 
 	// attempt to find the same task on merged
-	for (pair<int, ReusableTask*> t : merged->tasks)
-		if (t.second->getTaskName().compare(task_name) == 0 && 
-				to_merge_task->reusable(t.second))
+	for (ReusableTask* t : merged->tasks)
+		if (t->getTaskName().compare(task_name) == 0 && 
+				to_merge_task->reusable(t))
 			return true;
 
 	return false;
@@ -917,10 +912,10 @@ void filter_stages(const map<int, PipelineComponentBase*> &all_stages,
 			filtered_stages.emplace_back(p.second);
 }
 
-map<int, ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc, 
+list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc, 
 	PipelineComponentBase* p, RegionTemplate* rt, map<int, ArgumentBase*> expanded_args) {
 
-	map<int, ReusableTask*> tasks;
+	list<ReusableTask*> tasks;
 
 	for (pair<string, list<ArgumentBase*>> t : tasks_desc) {
 		// get task args
@@ -933,15 +928,39 @@ map<int, ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_d
 
 		// call constructor
 		int uid = new_uid();
-		tasks[uid] = ReusableTask::ReusableTaskFactory::getTaskFromName(t.first, args, rt);
-		tasks[uid]->setId(uid);
-		tasks[uid]->setTaskName(t.first);
-		cout << "[task_generator] new task " << uid << ":" << t.first << " with size " << tasks[uid]->size() << endl;
+		ReusableTask* n_task = ReusableTask::ReusableTaskFactory::getTaskFromName(t.first, args, rt);
+		n_task->setId(uid);
+		n_task->setTaskName(t.first);
+		tasks.emplace_back(n_task);
+		cout << "[task_generator] new task " << uid << ":" << t.first << " with size " << n_task->size() << endl;
 	}
 
 	return tasks;
 }
 
+ReusableTask* find_task(list<ReusableTask*> l, string name) {
+	for (ReusableTask* t : l)
+		if (t->getTaskName().compare(name) == 0)
+			return t;
+	return NULL;
+}
+
+void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<string, list<ArgumentBase*>> ref) {
+	for (map<std::string, std::list<ArgumentBase*>>::iterator p=ref.begin(); p!=ref.end(); p++) {
+		// verify if this is the first reusable task
+		ReusableTask* t = find_task(s->tasks, p->first);
+		if (find_task(current->tasks, p->first)->reusable(t)) {
+			cout << "[merged_stages] found reusable task " << p->first << endl;
+			// add all remaining tasks
+			for (; p!=ref.end(); p++) {
+				cout << "[merged_stages] reused task " << p->first << endl;
+				current->tasks.emplace_back(t);
+			}
+			return;
+		}
+	}
+}
+
 void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
 	const map<int, PipelineComponentBase*> &stages_ref, map<int, PipelineComponentBase*> &merged_stages, 
 	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args) {
@@ -959,16 +978,22 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 			current_stages.pop_front();
 
 			// start by generating all tasks
-			current->tasks = task_generator(ref.second->tasksDesc, current, rt, expanded_args);
+			if (current->tasks.size() == 0)
+				current->tasks = task_generator(ref.second->tasksDesc, current, rt, expanded_args);
 
 			// attempt to merge all stages to the current merged stages
 			list<PipelineComponentBase*>::iterator i = current_stages.begin();
 			while (i != current_stages.end()) {
 				// add stage to merged stages if the merging condition is true
 				PipelineComponentBase* s = *i;
+
+				// generate tasks if it they weren't generated yet
+				if (s->tasks.size() == 0)
+					s->tasks = task_generator(ref.second->tasksDesc, s, rt, expanded_args);
+
 				if (merging_condition(s, current, ref.second->tasksDesc)) {
 					cout << "[merge_stages_fine_grain] reused task" << endl;
-					((MergableStage*)current)->merge(*((MergableStage*)s));
+					merge_stages(current, s, ref.second->tasksDesc);
 					i = current_stages.erase(i);
 				} else {
 					i++;
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 9e736ab..ca0780b 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -117,7 +117,7 @@ int Segmentation::run() {
 		inputRt->insertDataRegion(segmented_rt);
 
 		// Create processing task
-		TaskSegmentation* task = (TaskSegmentation*)tasks.begin()->second->clone();
+		TaskSegmentation* task = (TaskSegmentation*)(*tasks.begin())->clone();
 		task->normalized_rt_temp = normalized_rt;
 		task->segmented_rt_temp = segmented_rt;
 
@@ -131,41 +131,6 @@ int Segmentation::run() {
 	return 0;
 }
 
-// MergableStage s must be a non-previuosly-merged stage
-void Segmentation::merge(MergableStage &s) {
-
-	cout << "[Segmentation] trying to merage";
-
-	list<ReusableTask*>* tasks_lists[] = {&this->mergable_t1};
-	list<ReusableTask*>* new_tasks_lists[] = {&((Segmentation*)&s)->mergable_t1};
-
-	for (int i=0; i<3; i++) {
-		bool reuse = false;
-		
-		// attempt to find a reusable task
-		ReusableTask* rt = tasks_lists[i]->front();
-		for (ReusableTask* t : *tasks_lists[i]) {
-			if (t->reusable(rt)) {
-				reuse = true;
-			}
-		}
-
-		if (!reuse) {
-			// add all tasks
-			for (int j=i; j<3; j++) {
-				tasks_lists[j]->emplace_back(new_tasks_lists[j]->front());
-			}
-
-			// // add DRs from merged stage to this stage
-			// std::set<std::pair<std::string, std::string> >* inp = &((Segmentation*)&s)->input_data_regions;
-			// std::set<std::pair<std::string, std::string> >* out = &((Segmentation*)&s)->output_data_regions;
-			// this->input_data_regions.insert(inp->begin(), inp->end());
-			// this->output_data_regions.insert(out->begin(), out->end());
-			return;
-		}
-	}
-}
-
 // Create the component factory
 PipelineComponentBase* componentFactorySegmentation() {
 	return new Segmentation();
@@ -293,32 +258,32 @@ bool TaskSegmentation::run(int procType, int tid) {
 
 bool TaskSegmentation::reusable(ReusableTask* rt) {
 	TaskSegmentation* t = (TaskSegmentation*)(rt);
-	// if (this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
-	// 	this->normalized_rt_temp->getId() == t->normalized_rt_temp->getId() &&
-	// 	this->normalized_rt_temp->getVersion() == t->normalized_rt_temp->getVersion() &&
-	// 	this->segmented_rt_temp->getName() == t->segmented_rt_temp->getName() &&
-	// 	this->segmented_rt_temp->getId() == t->segmented_rt_temp->getId() &&
-	// 	this->segmented_rt_temp->getVersion() == t->segmented_rt_temp->getVersion() &&
-	// 	this->blue == t->blue &&
-	// 	this->green == t->green &&
-	// 	this->red == t->red &&
-	// 	this->T1 == t->T1 &&
-	// 	this->T2 == t->T2 &&
-	// 	this->G1 == t->G1 &&
-	// 	this->minSize == t->minSize &&
-	// 	this->maxSize == t->maxSize &&
-	// 	this->G2 == t->G2 &&
-	// 	this->minSizePl == t->minSizePl &&
-	// 	this->minSizeSeg == t->minSizeSeg &&
-	// 	this->maxSizeSeg == t->maxSizeSeg &&
-	// 	this->fillHolesConnectivity == t->fillHolesConnectivity &&
-	// 	this->reconConnectivity == t->reconConnectivity &&
-	// 	this->watershedConnectivity == t->watershedConnectivity) {
-
-	// 	return true;
-	// } else {
-	// 	return false;
-	// }
+	if (this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
+		this->normalized_rt_temp->getId() == t->normalized_rt_temp->getId() &&
+		this->normalized_rt_temp->getVersion() == t->normalized_rt_temp->getVersion() &&
+		this->segmented_rt_temp->getName() == t->segmented_rt_temp->getName() &&
+		this->segmented_rt_temp->getId() == t->segmented_rt_temp->getId() &&
+		this->segmented_rt_temp->getVersion() == t->segmented_rt_temp->getVersion() &&
+		this->blue == t->blue &&
+		this->green == t->green &&
+		this->red == t->red &&
+		this->T1 == t->T1 &&
+		this->T2 == t->T2 &&
+		this->G1 == t->G1 &&
+		this->minSize == t->minSize &&
+		this->maxSize == t->maxSize &&
+		this->G2 == t->G2 &&
+		this->minSizePl == t->minSizePl &&
+		this->minSizeSeg == t->minSizeSeg &&
+		this->maxSizeSeg == t->maxSizeSeg &&
+		this->fillHolesConnectivity == t->fillHolesConnectivity &&
+		this->reconConnectivity == t->reconConnectivity &&
+		this->watershedConnectivity == t->watershedConnectivity) {
+
+		return true;
+	} else {
+		return false;
+	}
 	return true;
 }
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index c7f5869..40f3d37 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -13,7 +13,6 @@
 #include "FileUtils.h"
 #include "Task.h"
 #include "DenseDataRegion2D.h"
-#include "MergableStage.hpp"
 #include "ReusableTask.hpp"
 
 #include "opencv2/opencv.hpp"
@@ -21,7 +20,7 @@
 #include "HistologicalEntities.h"
 
 // PipelineComponent header
-class Segmentation : public RTPipelineComponentBase, public MergableStage {
+class Segmentation : public RTPipelineComponentBase {
 
 private:
 	// data region id
@@ -36,8 +35,6 @@ class Segmentation : public RTPipelineComponentBase, public MergableStage {
 
 	void set_workflow_id(int id) {workflow_id = id;};
 
-	void merge(MergableStage &s);
-
 	void print();
 
 	int run();

From 6f57bb88d74eee44dddaa8ad162781c7141c94cb Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Wed, 10 Aug 2016 17:53:54 -0300
Subject: [PATCH 21/87] Basic structure for task reuse now working:

Using Segmentation as an example, this stage has at least one task, which is
verifiable for reuse with another task, and if so, the stage can be merged with
another stage.

Still need to:
 - Break the Segmentation task in three,
 - Enforce reuse on parallel tasks,
 - Reimplement Stage code generator.
---
 runtime/ReusableTask.hpp                      |   4 +-
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 202 +++++++++++++-----
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp |  11 +-
 3 files changed, 157 insertions(+), 60 deletions(-)

diff --git a/runtime/ReusableTask.hpp b/runtime/ReusableTask.hpp
index dde601b..776dc38 100644
--- a/runtime/ReusableTask.hpp
+++ b/runtime/ReusableTask.hpp
@@ -28,15 +28,13 @@ class ReusableTask: public Task {
 	virtual ~ReusableTask() {};
 
 	virtual bool reusable(ReusableTask* t) = 0;
+	virtual void updateDR(RegionTemplate* rt) = 0;
 
 	// Write component data to a buffer
 	virtual int serialize(char *buff) = 0;
-
 	// Initialize component data from a buffer generated by serialize function
 	virtual int deserialize(char *buff) = 0;
-
 	virtual ReusableTask* clone() = 0;
-
 	virtual int size() = 0;
 
 	virtual void print() = 0;
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index ca0780b..73c6348 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -81,52 +81,53 @@ int Segmentation::run() {
 	std::cout << "Executing component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
 	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
 
-	ArgumentRT* normalized_rt_arg;
-	ArgumentRT* segmented_rt_arg;
+	// ArgumentRT* normalized_rt_arg;
+	// ArgumentRT* segmented_rt_arg;
 
-	int set_cout = 0;
-	for(int i=0; i<this->getArgumentsSize(); i++){
-		if (this->getArgument(i)->getName().compare("normalized_rt") == 0) {
-			normalized_rt_arg = (ArgumentRT*)this->getArgument(i);
-			set_cout++;
-		}
+	// for(int i=0; i<this->getArgumentsSize(); i++){
+	// 	if (this->getArgument(i)->getName().compare("normalized_rt") == 0) {
+	// 		normalized_rt_arg = (ArgumentRT*)this->getArgument(i);
+	// 	}
 
-		if (this->getArgument(i)->getName().compare("segmented_rt") == 0) {
-			segmented_rt_arg = (ArgumentRT*)this->getArgument(i);
-			set_cout++;
-		}
-	}
+	// 	if (this->getArgument(i)->getName().compare("segmented_rt") == 0) {
+	// 		segmented_rt_arg = (ArgumentRT*)this->getArgument(i);
+	// 	}
+	// }
 
-	this->addInputOutputDataRegion("tile", normalized_rt_arg->getName(), RTPipelineComponentBase::INPUT);
+	this->addInputOutputDataRegion("tile", "normalized_rt", RTPipelineComponentBase::INPUT);
 
-	this->addInputOutputDataRegion("tile", segmented_rt_arg->getName(), RTPipelineComponentBase::OUTPUT);
+	this->addInputOutputDataRegion("tile", "segmented_rt", RTPipelineComponentBase::OUTPUT);
 
 
-	if(inputRt != NULL){
-		DenseDataRegion2D *normalized_rt = NULL;
+	// if(inputRt != NULL){
+	// 	DenseDataRegion2D *normalized_rt = NULL;
 
-		DenseDataRegion2D *segmented_rt = NULL;
+	// 	DenseDataRegion2D *segmented_rt = NULL;
 
-		normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(
-			normalized_rt_arg->getName(), std::to_string(normalized_rt_arg->getId()), 0, normalized_rt_arg->getId()));
+	// 	normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(
+	// 		normalized_rt_arg->getName(), std::to_string(normalized_rt_arg->getId()), 0, normalized_rt_arg->getId()));
 
-		segmented_rt = new DenseDataRegion2D();
-		segmented_rt->setName(segmented_rt_arg->getName());
-		segmented_rt->setId(std::to_string(segmented_rt_arg->getId()));
-		segmented_rt->setVersion(segmented_rt_arg->getId());
-		inputRt->insertDataRegion(segmented_rt);
+	// 	segmented_rt = new DenseDataRegion2D();
+	// 	segmented_rt->setName(segmented_rt_arg->getName());
+	// 	segmented_rt->setId(std::to_string(segmented_rt_arg->getId()));
+	// 	segmented_rt->setVersion(segmented_rt_arg->getId());
+	// 	inputRt->insertDataRegion(segmented_rt);
 
-		// Create processing task
-		TaskSegmentation* task = (TaskSegmentation*)(*tasks.begin())->clone();
-		task->normalized_rt_temp = normalized_rt;
-		task->segmented_rt_temp = segmented_rt;
+		// // Create processing task
+		// TaskSegmentation* task = (TaskSegmentation*)(*tasks.begin())->clone();
+		// task->normalized_rt_temp = normalized_rt;
+		// task->segmented_rt_temp = segmented_rt;
 
-		this->executeTask(task);
+		for (ReusableTask* task : tasks) {
+			ReusableTask* t = task->clone();
+			t->updateDR(inputRt);
+			this->executeTask(t);
+		}
 
-	}else{
-		std::cout << __FILE__ << ":" << __LINE__ <<" RT == NULL" << std::endl;
-		exit(1);
-	}
+	// }else{
+	// 	std::cout << __FILE__ << ":" << __LINE__ <<" RT == NULL" << std::endl;
+	// 	exit(1);
+	// }
 
 	return 0;
 }
@@ -148,6 +149,27 @@ TaskSegmentation::TaskSegmentation(list<ArgumentBase*> args, RegionTemplate* inp
 
 	int set_cout = 0;
 	for(ArgumentBase* a : args){
+
+		if (a->getName().compare("normalized_rt") == 0) {
+			ArgumentRT* normalized_rt_arg;
+			normalized_rt_arg = (ArgumentRT*)a;
+			this->normalized_rt_temp = new DenseDataRegion2D();
+			this->normalized_rt_temp->setName(normalized_rt_arg->getName());
+			this->normalized_rt_temp->setId(std::to_string(normalized_rt_arg->getId()));
+			this->normalized_rt_temp->setVersion(normalized_rt_arg->getId());
+			set_cout++;
+		}
+
+		if (a->getName().compare("segmented_rt") == 0) {
+			ArgumentRT* segmented_rt_arg;
+			segmented_rt_arg = (ArgumentRT*)a;
+			this->segmented_rt_temp = new DenseDataRegion2D();
+			this->segmented_rt_temp->setName(segmented_rt_arg->getName());
+			this->segmented_rt_temp->setId(std::to_string(segmented_rt_arg->getId()));
+			this->segmented_rt_temp->setVersion(segmented_rt_arg->getId());
+			set_cout++;
+		}
+
 		if (a->getName().compare("blue") == 0) {
 			this->blue = (unsigned char)((ArgumentInt*)a)->getArgValue();
 			set_cout++;
@@ -225,14 +247,13 @@ TaskSegmentation::TaskSegmentation(list<ArgumentBase*> args, RegionTemplate* inp
 	}
 
 	// all arguments except the DataRegions
-	if (set_cout < args.size()-2)
+	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
 }
 
 TaskSegmentation::~TaskSegmentation() {
 	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
-
 }
 
 bool TaskSegmentation::run(int procType, int tid) {
@@ -256,6 +277,13 @@ bool TaskSegmentation::run(int procType, int tid) {
 	std::cout << "Task Segmentation time elapsed: "<< t2-t1 << std::endl;
 }
 
+void TaskSegmentation::updateDR(RegionTemplate* rt) {
+	normalized_rt_temp = dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(this->normalized_rt_temp->getName(), 
+		this->normalized_rt_temp->getId(), 0, stoi(this->normalized_rt_temp->getId())));
+
+	rt->insertDataRegion(this->segmented_rt_temp);
+}
+
 bool TaskSegmentation::reusable(ReusableTask* rt) {
 	TaskSegmentation* t = (TaskSegmentation*)(rt);
 	if (this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
@@ -290,71 +318,101 @@ bool TaskSegmentation::reusable(ReusableTask* rt) {
 int TaskSegmentation::size() {
 	return sizeof(unsigned char) + sizeof(unsigned char) + sizeof(unsigned char) + sizeof(double) + 
 		sizeof(double) + sizeof(unsigned char) + sizeof(int) + sizeof(int) + sizeof(unsigned char) + 
-		sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int);
+		sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + 
+		sizeof(int) + sizeof(int) + normalized_rt_temp->getName().length()*sizeof(char) + 
+		sizeof(int) + sizeof(int) + segmented_rt_temp->getName().length()*sizeof(char);
 }
 
 int TaskSegmentation::serialize(char *buff) {
 	int serialized_bytes = 0;
 
+	// copy normalized_rt id
+	int normalized_rt_id = stoi(normalized_rt_temp->getId());
+	memcpy(buff+serialized_bytes, &normalized_rt_id, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy normalized_rt name size
+	int normalized_rt_name_size = normalized_rt_temp->getName().length();
+	memcpy(buff+serialized_bytes, &normalized_rt_name_size, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy normalized_rt name
+	memcpy(buff+serialized_bytes, normalized_rt_temp->getName().c_str(), normalized_rt_name_size*sizeof(char));
+	serialized_bytes+=normalized_rt_name_size*sizeof(char);
+
+	// copy segmented_rt id
+	int segmented_rt_id = stoi(segmented_rt_temp->getId());
+	memcpy(buff+serialized_bytes, &segmented_rt_id, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy segmented_rt name size
+	int segmented_rt_name_size = segmented_rt_temp->getName().length();
+	memcpy(buff+serialized_bytes, &segmented_rt_name_size, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy segmented_rt name
+	memcpy(buff+serialized_bytes, segmented_rt_temp->getName().c_str(), segmented_rt_name_size*sizeof(char));
+	serialized_bytes+=segmented_rt_name_size*sizeof(char);
+
 	// copy field blue
 	memcpy(buff+serialized_bytes, &blue, sizeof(unsigned char));
-		serialized_bytes+=sizeof(unsigned char);
+	serialized_bytes+=sizeof(unsigned char);
 
 	// copy field green
 	memcpy(buff+serialized_bytes, &green, sizeof(unsigned char));
-		serialized_bytes+=sizeof(unsigned char);
+	serialized_bytes+=sizeof(unsigned char);
 
 	// copy field red
 	memcpy(buff+serialized_bytes, &red, sizeof(unsigned char));
-		serialized_bytes+=sizeof(unsigned char);
+	serialized_bytes+=sizeof(unsigned char);
 		
 	// copy field T1
 	memcpy(buff+serialized_bytes, &T1, sizeof(double));
-		serialized_bytes+=sizeof(double);
+	serialized_bytes+=sizeof(double);
 		
 	// copy field T2
 	memcpy(buff+serialized_bytes, &T2, sizeof(double));
-		serialized_bytes+=sizeof(double);
+	serialized_bytes+=sizeof(double);
 		
 	// copy field G1
 	memcpy(buff+serialized_bytes, &G1, sizeof(unsigned char));
-		serialized_bytes+=sizeof(unsigned char);
+	serialized_bytes+=sizeof(unsigned char);
 		
 	// copy field minSize
 	memcpy(buff+serialized_bytes, &minSize, sizeof(int));
-		serialized_bytes+=sizeof(int);
+	serialized_bytes+=sizeof(int);
 
 	// copy field maxSize
 	memcpy(buff+serialized_bytes, &maxSize, sizeof(int));
-		serialized_bytes+=sizeof(int);
+	serialized_bytes+=sizeof(int);
 
 	// copy field G2
 	memcpy(buff+serialized_bytes, &G2, sizeof(unsigned char));
-		serialized_bytes+=sizeof(unsigned char);
+	serialized_bytes+=sizeof(unsigned char);
 		
 	// copy field minSizePl
 	memcpy(buff+serialized_bytes, &minSizePl, sizeof(int));
-		serialized_bytes+=sizeof(int);
+	serialized_bytes+=sizeof(int);
 
 	// copy field minSizeSeg
 	memcpy(buff+serialized_bytes, &minSizeSeg, sizeof(int));
-		serialized_bytes+=sizeof(int);
+	serialized_bytes+=sizeof(int);
 
 	// copy field maxSizeSeg
 	memcpy(buff+serialized_bytes, &maxSizeSeg, sizeof(int));
-		serialized_bytes+=sizeof(int);
+	serialized_bytes+=sizeof(int);
 
 	// copy field fillHolesConnectivity
 	memcpy(buff+serialized_bytes, &fillHolesConnectivity, sizeof(int));
-		serialized_bytes+=sizeof(int);
+	serialized_bytes+=sizeof(int);
 
 	// copy field reconConnectivity
 	memcpy(buff+serialized_bytes, &reconConnectivity, sizeof(int));
-		serialized_bytes+=sizeof(int);
+	serialized_bytes+=sizeof(int);
 
 	// copy field watershedConnectivity
 	memcpy(buff+serialized_bytes, &watershedConnectivity, sizeof(int));
-		serialized_bytes+=sizeof(int);
+	serialized_bytes+=sizeof(int);
 
 	return serialized_bytes;
 }
@@ -362,6 +420,46 @@ int TaskSegmentation::serialize(char *buff) {
 int TaskSegmentation::deserialize(char *buff) {
 	int deserialized_bytes = 0;
 
+	// create the normalized_rt
+	this->normalized_rt_temp = new DenseDataRegion2D();
+
+	// extract normalized_rt id
+	int normalized_rt_id = ((int*)(buff+deserialized_bytes))[0];
+	this->normalized_rt_temp->setId(to_string(normalized_rt_id));
+	this->normalized_rt_temp->setVersion(normalized_rt_id);
+	deserialized_bytes += sizeof(int);
+
+	// extract normalized_rt name size
+	int normalized_rt_name_size = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// copy normalized_rt name
+	char normalized_rt_name[normalized_rt_name_size+1]; 
+	normalized_rt_name[normalized_rt_name_size] = '\0';
+	memcpy(normalized_rt_name, buff+deserialized_bytes, sizeof(char)*normalized_rt_name_size);
+	deserialized_bytes += sizeof(char)*normalized_rt_name_size;
+	this->normalized_rt_temp->setName(normalized_rt_name);
+
+	// create the segmented_rt
+	this->segmented_rt_temp = new DenseDataRegion2D();
+
+	// extract segmented_rt id
+	int segmented_rt_id = ((int*)(buff+deserialized_bytes))[0];
+	this->segmented_rt_temp->setId(to_string(segmented_rt_id));
+	this->segmented_rt_temp->setVersion(segmented_rt_id);
+	deserialized_bytes += sizeof(int);
+
+	// extract segmented_rt name size
+	int segmented_rt_name_size = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// copy segmented_rt name
+	char segmented_rt_name[segmented_rt_name_size+1]; 
+	segmented_rt_name[segmented_rt_name_size] = '\0';
+	memcpy(segmented_rt_name, buff+deserialized_bytes, sizeof(char)*segmented_rt_name_size);
+	deserialized_bytes += sizeof(char)*segmented_rt_name_size;
+	this->segmented_rt_temp->setName(segmented_rt_name);
+
 	// extract field blue
 	this->blue = ((unsigned char*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(unsigned char);
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index 40f3d37..ac949fe 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -75,12 +75,13 @@ class TaskSegmentation: public ReusableTask {
 
 	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
 
-	virtual bool reusable(ReusableTask* t);
+	bool reusable(ReusableTask* t);
+	void updateDR(RegionTemplate* rt);
 
-	virtual int serialize(char *buff);
-	virtual int deserialize(char *buff);
-	virtual ReusableTask* clone();
-	virtual int size();
+	int serialize(char *buff);
+	int deserialize(char *buff);
+	ReusableTask* clone();
+	int size();
 
 	void print();
 };

From 0ba23a40ef1d965b47b6e9d657aa561bacae68b9 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Wed, 17 Aug 2016 13:30:01 -0300
Subject: [PATCH 22/87] Task reuse structure implemented and working with one
 single workflow (no actual reuse yet).

---
 runtime/ReusableTask.hpp                      |   9 +-
 .../PipelineManager.cpp                       |  35 +-
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 757 +++++++++++++-----
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp |  91 ++-
 4 files changed, 660 insertions(+), 232 deletions(-)

diff --git a/runtime/ReusableTask.hpp b/runtime/ReusableTask.hpp
index 776dc38..b66cb24 100644
--- a/runtime/ReusableTask.hpp
+++ b/runtime/ReusableTask.hpp
@@ -22,13 +22,18 @@ typedef ReusableTask* (task_factory_t1)(list<ArgumentBase*> args, RegionTemplate
 typedef ReusableTask* (task_factory_t2)();
 
 class ReusableTask: public Task {
-
 public:
-	ReusableTask() {};
+	// list of tasks' ids that are dependent on this task
+	int parentTask;
+
+	ReusableTask() {parentTask = -1;};
 	virtual ~ReusableTask() {};
 
 	virtual bool reusable(ReusableTask* t) = 0;
 	virtual void updateDR(RegionTemplate* rt) = 0;
+	// sets the interstage arguments with the pointers of the task t
+	virtual void updateInterStageArgs(ReusableTask* t) = 0;
+	virtual void resolveDependencies(ReusableTask* t) = 0;
 
 	// Write component data to a buffer
 	virtual int serialize(char *buff) = 0;
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index e58ebc4..ede95e1 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -224,7 +224,7 @@ int main(int argc, char* argv[]) {
 		cout << "\ttasks: " << endl;
 		for (ReusableTask* t : p.second->tasks) {
 			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-			// t.second->print();
+			t->print();
 		}
 	}
 
@@ -916,11 +916,13 @@ list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc,
 	PipelineComponentBase* p, RegionTemplate* rt, map<int, ArgumentBase*> expanded_args) {
 
 	list<ReusableTask*> tasks;
+	ReusableTask* prev_task = NULL;
 
-	for (pair<string, list<ArgumentBase*>> t : tasks_desc) {
+	// traverse the map on reverse order to set dependencies
+	for (map<string, list<ArgumentBase*>>::reverse_iterator t=tasks_desc.rbegin(); t!=tasks_desc.rend(); t++) {
 		// get task args
 		list<ArgumentBase*> args;
-		for (ArgumentBase* a : t.second) {
+		for (ArgumentBase* a : t->second) {
 			ArgumentBase* aa = find_argument(p, a->getName(), expanded_args);
 			if (aa != NULL)
 				args.emplace_back(aa);
@@ -928,11 +930,16 @@ list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc,
 
 		// call constructor
 		int uid = new_uid();
-		ReusableTask* n_task = ReusableTask::ReusableTaskFactory::getTaskFromName(t.first, args, rt);
+		ReusableTask* n_task = ReusableTask::ReusableTaskFactory::getTaskFromName(t->first, args, rt);
 		n_task->setId(uid);
-		n_task->setTaskName(t.first);
+		n_task->setTaskName(t->first);
+		// set prevoius task dependency if this isn't the first task generated
+		if (t != tasks_desc.rbegin()) {
+			prev_task->parentTask = n_task->getId();
+		}
+		prev_task = n_task;
 		tasks.emplace_back(n_task);
-		cout << "[task_generator] new task " << uid << ":" << t.first << " with size " << n_task->size() << endl;
+		cout << "[task_generator] new task " << uid << ":" << t->first << " with size " << n_task->size() << endl;
 	}
 
 	return tasks;
@@ -948,13 +955,23 @@ ReusableTask* find_task(list<ReusableTask*> l, string name) {
 void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<string, list<ArgumentBase*>> ref) {
 	for (map<std::string, std::list<ArgumentBase*>>::iterator p=ref.begin(); p!=ref.end(); p++) {
 		// verify if this is the first reusable task
-		ReusableTask* t = find_task(s->tasks, p->first);
-		if (find_task(current->tasks, p->first)->reusable(t)) {
+		ReusableTask* t_s = find_task(s->tasks, p->first);
+		ReusableTask* t_cur = find_task(current->tasks, p->first);
+		if (t_cur->reusable(t_s)) {
 			cout << "[merged_stages] found reusable task " << p->first << endl;
+			
+			// update interstage args of frontier task
+			t_s = find_task(s->tasks, (++p)->first);
+			t_cur = find_task(current->tasks, p->first);
+			
+			current->tasks.emplace_back(t_s);
+			p++;
+			
 			// add all remaining tasks
 			for (; p!=ref.end(); p++) {
 				cout << "[merged_stages] reused task " << p->first << endl;
-				current->tasks.emplace_back(t);
+				t_s = find_task(s->tasks, p->first);
+				current->tasks.emplace_back(t_s);
 			}
 			return;
 		}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 73c6348..4187acc 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -9,6 +9,7 @@
 
 #include <string>
 #include <sstream>
+#include <typeinfo>
 
 /**************************************************************************************/
 /**************************** PipelineComponent functions *****************************/
@@ -18,59 +19,68 @@ Segmentation::Segmentation() {
 	this->setComponentName("Segmentation");
 
 	// generate task descriptors
-	list<ArgumentBase*> segmentation_task_args;
+	list<ArgumentBase*> segmentation_task1_args;
+	list<ArgumentBase*> segmentation_task2_args;
+	list<ArgumentBase*> segmentation_task3_args;
+
 	ArgumentRT* normalized_rt = new ArgumentRT();
 	normalized_rt->setName("normalized_rt");
-	segmentation_task_args.emplace_back(normalized_rt);
-	ArgumentRT* segmented_rt = new ArgumentRT();
-	segmented_rt->setName("segmented_rt");
-	segmentation_task_args.emplace_back(segmented_rt);
+	segmentation_task1_args.emplace_back(normalized_rt);
 	ArgumentInt* blue = new ArgumentInt();
 	blue->setName("blue");
-	segmentation_task_args.emplace_back(blue);
+	segmentation_task1_args.emplace_back(blue);
 	ArgumentInt* green = new ArgumentInt();
 	green->setName("green");
-	segmentation_task_args.emplace_back(green);
+	segmentation_task1_args.emplace_back(green);
 	ArgumentInt* red = new ArgumentInt();
 	red->setName("red");
-	segmentation_task_args.emplace_back(red);
+	segmentation_task1_args.emplace_back(red);
 	ArgumentFloat* T1 = new ArgumentFloat();
 	T1->setName("T1");
-	segmentation_task_args.emplace_back(T1);
+	segmentation_task1_args.emplace_back(T1);
 	ArgumentFloat* T2 = new ArgumentFloat();
 	T2->setName("T2");
-	segmentation_task_args.emplace_back(T2);
+	segmentation_task1_args.emplace_back(T2);
 	ArgumentInt* G1 = new ArgumentInt();
 	G1->setName("G1");
-	segmentation_task_args.emplace_back(G1);
+	segmentation_task1_args.emplace_back(G1);
 	ArgumentInt* minSize = new ArgumentInt();
 	minSize->setName("minSize");
-	segmentation_task_args.emplace_back(minSize);
+	segmentation_task1_args.emplace_back(minSize);
 	ArgumentInt* maxSize = new ArgumentInt();
 	maxSize->setName("maxSize");
-	segmentation_task_args.emplace_back(maxSize);
+	segmentation_task1_args.emplace_back(maxSize);
 	ArgumentInt* G2 = new ArgumentInt();
 	G2->setName("G2");
-	segmentation_task_args.emplace_back(G2);
-	ArgumentInt* minSizePl = new ArgumentInt();
-	minSizePl->setName("minSizePl");
-	segmentation_task_args.emplace_back(minSizePl);
-	ArgumentInt* minSizeSeg = new ArgumentInt();
-	minSizeSeg->setName("minSizeSeg");
-	segmentation_task_args.emplace_back(minSizeSeg);
-	ArgumentInt* maxSizeSeg = new ArgumentInt();
-	maxSizeSeg->setName("maxSizeSeg");
-	segmentation_task_args.emplace_back(maxSizeSeg);
+	segmentation_task1_args.emplace_back(G2);
 	ArgumentInt* fillHolesConnectivity = new ArgumentInt();
 	fillHolesConnectivity->setName("fillHolesConnectivity");
-	segmentation_task_args.emplace_back(fillHolesConnectivity);
+	segmentation_task1_args.emplace_back(fillHolesConnectivity);
 	ArgumentInt* reconConnectivity = new ArgumentInt();
 	reconConnectivity->setName("reconConnectivity");
-	segmentation_task_args.emplace_back(reconConnectivity);
+	segmentation_task1_args.emplace_back(reconConnectivity);
+	this->tasksDesc["Task1Segmentation"] = segmentation_task1_args;
+	
+	segmentation_task2_args.emplace_back(normalized_rt);
+	ArgumentInt* minSizePl = new ArgumentInt();
+	minSizePl->setName("minSizePl");
+	segmentation_task2_args.emplace_back(minSizePl);
 	ArgumentInt* watershedConnectivity = new ArgumentInt();
 	watershedConnectivity->setName("watershedConnectivity");
-	segmentation_task_args.emplace_back(watershedConnectivity);
-	this->tasksDesc["TaskSegmentation"] = segmentation_task_args;
+	segmentation_task2_args.emplace_back(watershedConnectivity);
+	this->tasksDesc["Task2Segmentation"] = segmentation_task2_args;
+	
+	ArgumentInt* minSizeSeg = new ArgumentInt();
+	minSizeSeg->setName("minSizeSeg");
+	segmentation_task3_args.emplace_back(minSizeSeg);
+	ArgumentInt* maxSizeSeg = new ArgumentInt();
+	maxSizeSeg->setName("maxSizeSeg");
+	segmentation_task3_args.emplace_back(maxSizeSeg);
+	segmentation_task3_args.emplace_back(fillHolesConnectivity);
+	ArgumentRT* segmented_rt = new ArgumentRT();
+	segmented_rt->setName("segmented_rt");
+	segmentation_task3_args.emplace_back(segmented_rt);
+	this->tasksDesc["Task3Segmentation"] = segmentation_task3_args;
 }
 
 Segmentation::~Segmentation() {}
@@ -81,53 +91,28 @@ int Segmentation::run() {
 	std::cout << "Executing component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
 	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
 
-	// ArgumentRT* normalized_rt_arg;
-	// ArgumentRT* segmented_rt_arg;
-
-	// for(int i=0; i<this->getArgumentsSize(); i++){
-	// 	if (this->getArgument(i)->getName().compare("normalized_rt") == 0) {
-	// 		normalized_rt_arg = (ArgumentRT*)this->getArgument(i);
-	// 	}
-
-	// 	if (this->getArgument(i)->getName().compare("segmented_rt") == 0) {
-	// 		segmented_rt_arg = (ArgumentRT*)this->getArgument(i);
-	// 	}
-	// }
-
 	this->addInputOutputDataRegion("tile", "normalized_rt", RTPipelineComponentBase::INPUT);
-
 	this->addInputOutputDataRegion("tile", "segmented_rt", RTPipelineComponentBase::OUTPUT);
 
-
-	// if(inputRt != NULL){
-	// 	DenseDataRegion2D *normalized_rt = NULL;
-
-	// 	DenseDataRegion2D *segmented_rt = NULL;
-
-	// 	normalized_rt = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(
-	// 		normalized_rt_arg->getName(), std::to_string(normalized_rt_arg->getId()), 0, normalized_rt_arg->getId()));
-
-	// 	segmented_rt = new DenseDataRegion2D();
-	// 	segmented_rt->setName(segmented_rt_arg->getName());
-	// 	segmented_rt->setId(std::to_string(segmented_rt_arg->getId()));
-	// 	segmented_rt->setVersion(segmented_rt_arg->getId());
-	// 	inputRt->insertDataRegion(segmented_rt);
-
-		// // Create processing task
-		// TaskSegmentation* task = (TaskSegmentation*)(*tasks.begin())->clone();
-		// task->normalized_rt_temp = normalized_rt;
-		// task->segmented_rt_temp = segmented_rt;
-
-		for (ReusableTask* task : tasks) {
-			ReusableTask* t = task->clone();
-			t->updateDR(inputRt);
-			this->executeTask(t);
+	map<int, ReusableTask*> prev_map;
+	for (list<ReusableTask*>::reverse_iterator task=tasks.rbegin(); task!=tasks.rend(); task++) {
+		cout << "[Segmentation] sending task " << (*task)->getId() << endl;
+		// generate a task copy and update the DR, getting the actual data
+		ReusableTask* t = (*task)->clone();
+		t->updateDR(inputRt);
+
+		// solve dependency if it isn't the first task
+		if (t->parentTask != -1) {
+			t->addDependency(prev_map[t->parentTask]);
+			t->resolveDependencies(prev_map[t->parentTask]);
 		}
 
-	// }else{
-	// 	std::cout << __FILE__ << ":" << __LINE__ <<" RT == NULL" << std::endl;
-	// 	exit(1);
-	// }
+		// send task to be executed
+		this->executeTask(t);
+
+		// add this task to parent list for future dependency resolution
+		prev_map[t->getId()] = t;
+	}
 
 	return 0;
 }
@@ -145,8 +130,7 @@ bool registeredSegmentation = PipelineComponentBase::ComponentFactory::component
 /*********************************** Task functions ***********************************/
 /**************************************************************************************/
 
-TaskSegmentation::TaskSegmentation(list<ArgumentBase*> args, RegionTemplate* inputRt) {
-
+Task1Segmentation::Task1Segmentation(list<ArgumentBase*> args, RegionTemplate* inputRt) {
 	int set_cout = 0;
 	for(ArgumentBase* a : args){
 
@@ -160,16 +144,6 @@ TaskSegmentation::TaskSegmentation(list<ArgumentBase*> args, RegionTemplate* inp
 			set_cout++;
 		}
 
-		if (a->getName().compare("segmented_rt") == 0) {
-			ArgumentRT* segmented_rt_arg;
-			segmented_rt_arg = (ArgumentRT*)a;
-			this->segmented_rt_temp = new DenseDataRegion2D();
-			this->segmented_rt_temp->setName(segmented_rt_arg->getName());
-			this->segmented_rt_temp->setId(std::to_string(segmented_rt_arg->getId()));
-			this->segmented_rt_temp->setVersion(segmented_rt_arg->getId());
-			set_cout++;
-		}
-
 		if (a->getName().compare("blue") == 0) {
 			this->blue = (unsigned char)((ArgumentInt*)a)->getArgValue();
 			set_cout++;
@@ -215,21 +189,6 @@ TaskSegmentation::TaskSegmentation(list<ArgumentBase*> args, RegionTemplate* inp
 			set_cout++;
 		}
 
-		if (a->getName().compare("minSizePl") == 0) {
-			this->minSizePl = (int)((ArgumentInt*)a)->getArgValue();
-			set_cout++;
-		}
-
-		if (a->getName().compare("minSizeSeg") == 0) {
-			this->minSizeSeg = (int)((ArgumentInt*)a)->getArgValue();
-			set_cout++;
-		}
-
-		if (a->getName().compare("maxSizeSeg") == 0) {
-			this->maxSizeSeg = (int)((ArgumentInt*)a)->getArgValue();
-			set_cout++;
-		}
-
 		if (a->getName().compare("fillHolesConnectivity") == 0) {
 			this->fillHolesConnectivity = (int)((ArgumentInt*)a)->getArgValue();
 			set_cout++;
@@ -239,59 +198,57 @@ TaskSegmentation::TaskSegmentation(list<ArgumentBase*> args, RegionTemplate* inp
 			this->reconConnectivity = (int)((ArgumentInt*)a)->getArgValue();
 			set_cout++;
 		}
-
-		if (a->getName().compare("watershedConnectivity") == 0) {
-			this->watershedConnectivity = (int)((ArgumentInt*)a)->getArgValue();
-			set_cout++;
-		}
 	}
 
 	// all arguments except the DataRegions
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
-
 }
 
-TaskSegmentation::~TaskSegmentation() {
+Task1Segmentation::~Task1Segmentation() {
 	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
 }
 
-bool TaskSegmentation::run(int procType, int tid) {
+bool Task1Segmentation::run(int procType, int tid) {
 	
+	cv::Mat seg_open_temp;
 	cv::Mat normalized_rt = this->normalized_rt_temp->getData();
 
-	cv::Mat segmented_rt;
-
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "TaskSegmentation executing." << std::endl;	
+	std::cout << "[Task1Segmentation] executing." << std::endl;	
 
-	::nscale::HistologicalEntities::segmentNuclei(normalized_rt, segmented_rt, blue, green, 
-		red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, 
-		reconConnectivity, watershedConnectivity);
+	::nscale::HistologicalEntities::segmentNucleiStg1(normalized_rt, blue, green, 
+		red, T1, T2, G1, minSize, maxSize, G2, fillHolesConnectivity, 
+		reconConnectivity, &seg_open_temp);
 	
-	this->segmented_rt_temp->setData(segmented_rt);
-
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
-	std::cout << "Task Segmentation time elapsed: "<< t2-t1 << std::endl;
+	seg_open = new cv::Mat(seg_open_temp);
+
+	std::cout << "[Task1Segmentation] time elapsed: "<< t2-t1 << std::endl;
 }
 
-void TaskSegmentation::updateDR(RegionTemplate* rt) {
+void Task1Segmentation::updateDR(RegionTemplate* rt) {
 	normalized_rt_temp = dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(this->normalized_rt_temp->getName(), 
 		this->normalized_rt_temp->getId(), 0, stoi(this->normalized_rt_temp->getId())));
+}
 
-	rt->insertDataRegion(this->segmented_rt_temp);
+void Task1Segmentation::updateInterStageArgs(ReusableTask* t) {
+	// verify if the tasks are compatible
+	if (typeid(t) != typeid(this)) {
+		std::cout << "[Task1Segmentation] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		return;
+	}
 }
 
-bool TaskSegmentation::reusable(ReusableTask* rt) {
-	TaskSegmentation* t = (TaskSegmentation*)(rt);
+void Task1Segmentation::resolveDependencies(ReusableTask* t) {}
+
+bool Task1Segmentation::reusable(ReusableTask* rt) {
+	Task1Segmentation* t = (Task1Segmentation*)(rt);
 	if (this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
 		this->normalized_rt_temp->getId() == t->normalized_rt_temp->getId() &&
 		this->normalized_rt_temp->getVersion() == t->normalized_rt_temp->getVersion() &&
-		this->segmented_rt_temp->getName() == t->segmented_rt_temp->getName() &&
-		this->segmented_rt_temp->getId() == t->segmented_rt_temp->getId() &&
-		this->segmented_rt_temp->getVersion() == t->segmented_rt_temp->getVersion() &&
 		this->blue == t->blue &&
 		this->green == t->green &&
 		this->red == t->red &&
@@ -301,12 +258,8 @@ bool TaskSegmentation::reusable(ReusableTask* rt) {
 		this->minSize == t->minSize &&
 		this->maxSize == t->maxSize &&
 		this->G2 == t->G2 &&
-		this->minSizePl == t->minSizePl &&
-		this->minSizeSeg == t->minSizeSeg &&
-		this->maxSizeSeg == t->maxSizeSeg &&
 		this->fillHolesConnectivity == t->fillHolesConnectivity &&
-		this->reconConnectivity == t->reconConnectivity &&
-		this->watershedConnectivity == t->watershedConnectivity) {
+		this->reconConnectivity == t->reconConnectivity) {
 
 		return true;
 	} else {
@@ -315,17 +268,26 @@ bool TaskSegmentation::reusable(ReusableTask* rt) {
 	return true;
 }
 
-int TaskSegmentation::size() {
+int Task1Segmentation::size() {
 	return sizeof(unsigned char) + sizeof(unsigned char) + sizeof(unsigned char) + sizeof(double) + 
 		sizeof(double) + sizeof(unsigned char) + sizeof(int) + sizeof(int) + sizeof(unsigned char) + 
-		sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + 
-		sizeof(int) + sizeof(int) + normalized_rt_temp->getName().length()*sizeof(char) + 
-		sizeof(int) + sizeof(int) + segmented_rt_temp->getName().length()*sizeof(char);
+		sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + 
+		sizeof(int) + sizeof(int) + normalized_rt_temp->getName().length()*sizeof(char);
 }
 
-int TaskSegmentation::serialize(char *buff) {
+int Task1Segmentation::serialize(char *buff) {
 	int serialized_bytes = 0;
 
+	// copy id
+	int id = this->getId();
+	memcpy(buff+serialized_bytes, &id, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy parent task id
+	int pt = this->parentTask;
+	memcpy(buff+serialized_bytes, &pt, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
 	// copy normalized_rt id
 	int normalized_rt_id = stoi(normalized_rt_temp->getId());
 	memcpy(buff+serialized_bytes, &normalized_rt_id, sizeof(int));
@@ -340,20 +302,6 @@ int TaskSegmentation::serialize(char *buff) {
 	memcpy(buff+serialized_bytes, normalized_rt_temp->getName().c_str(), normalized_rt_name_size*sizeof(char));
 	serialized_bytes+=normalized_rt_name_size*sizeof(char);
 
-	// copy segmented_rt id
-	int segmented_rt_id = stoi(segmented_rt_temp->getId());
-	memcpy(buff+serialized_bytes, &segmented_rt_id, sizeof(int));
-	serialized_bytes+=sizeof(int);
-
-	// copy segmented_rt name size
-	int segmented_rt_name_size = segmented_rt_temp->getName().length();
-	memcpy(buff+serialized_bytes, &segmented_rt_name_size, sizeof(int));
-	serialized_bytes+=sizeof(int);
-
-	// copy segmented_rt name
-	memcpy(buff+serialized_bytes, segmented_rt_temp->getName().c_str(), segmented_rt_name_size*sizeof(char));
-	serialized_bytes+=segmented_rt_name_size*sizeof(char);
-
 	// copy field blue
 	memcpy(buff+serialized_bytes, &blue, sizeof(unsigned char));
 	serialized_bytes+=sizeof(unsigned char);
@@ -389,18 +337,6 @@ int TaskSegmentation::serialize(char *buff) {
 	// copy field G2
 	memcpy(buff+serialized_bytes, &G2, sizeof(unsigned char));
 	serialized_bytes+=sizeof(unsigned char);
-		
-	// copy field minSizePl
-	memcpy(buff+serialized_bytes, &minSizePl, sizeof(int));
-	serialized_bytes+=sizeof(int);
-
-	// copy field minSizeSeg
-	memcpy(buff+serialized_bytes, &minSizeSeg, sizeof(int));
-	serialized_bytes+=sizeof(int);
-
-	// copy field maxSizeSeg
-	memcpy(buff+serialized_bytes, &maxSizeSeg, sizeof(int));
-	serialized_bytes+=sizeof(int);
 
 	// copy field fillHolesConnectivity
 	memcpy(buff+serialized_bytes, &fillHolesConnectivity, sizeof(int));
@@ -410,16 +346,20 @@ int TaskSegmentation::serialize(char *buff) {
 	memcpy(buff+serialized_bytes, &reconConnectivity, sizeof(int));
 	serialized_bytes+=sizeof(int);
 
-	// copy field watershedConnectivity
-	memcpy(buff+serialized_bytes, &watershedConnectivity, sizeof(int));
-	serialized_bytes+=sizeof(int);
-
 	return serialized_bytes;
 }
 
-int TaskSegmentation::deserialize(char *buff) {
+int Task1Segmentation::deserialize(char *buff) {
 	int deserialized_bytes = 0;
 
+	// extract task id
+	this->setId(((int*)(buff+deserialized_bytes))[0]);
+	deserialized_bytes += sizeof(int);
+
+	// extract parent task id
+	this->parentTask = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
 	// create the normalized_rt
 	this->normalized_rt_temp = new DenseDataRegion2D();
 
@@ -440,26 +380,6 @@ int TaskSegmentation::deserialize(char *buff) {
 	deserialized_bytes += sizeof(char)*normalized_rt_name_size;
 	this->normalized_rt_temp->setName(normalized_rt_name);
 
-	// create the segmented_rt
-	this->segmented_rt_temp = new DenseDataRegion2D();
-
-	// extract segmented_rt id
-	int segmented_rt_id = ((int*)(buff+deserialized_bytes))[0];
-	this->segmented_rt_temp->setId(to_string(segmented_rt_id));
-	this->segmented_rt_temp->setVersion(segmented_rt_id);
-	deserialized_bytes += sizeof(int);
-
-	// extract segmented_rt name size
-	int segmented_rt_name_size = ((int*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(int);
-
-	// copy segmented_rt name
-	char segmented_rt_name[segmented_rt_name_size+1]; 
-	segmented_rt_name[segmented_rt_name_size] = '\0';
-	memcpy(segmented_rt_name, buff+deserialized_bytes, sizeof(char)*segmented_rt_name_size);
-	deserialized_bytes += sizeof(char)*segmented_rt_name_size;
-	this->segmented_rt_temp->setName(segmented_rt_name);
-
 	// extract field blue
 	this->blue = ((unsigned char*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(unsigned char);
@@ -496,10 +416,440 @@ int TaskSegmentation::deserialize(char *buff) {
 	this->G2 = ((unsigned char*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(unsigned char);
 
+	// extract field fillHolesConnectivity
+	this->fillHolesConnectivity = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// extract field reconConnectivity
+	this->reconConnectivity = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	return deserialized_bytes;
+}
+
+ReusableTask* Task1Segmentation::clone() {
+	ReusableTask* retValue = new Task1Segmentation();
+	int size = this->size();
+	char *buff = new char[size];
+	this->serialize(buff);
+	retValue->deserialize(buff);
+	delete buff;
+
+	return retValue;
+}
+
+void Task1Segmentation::print() {
+	
+	cout << "\t\t\tblue: " << int(blue) << endl;
+	cout << "\t\t\tgreen: " << int(green) << endl;
+	cout << "\t\t\tblue: " << int(red) << endl;
+	cout << "\t\t\tT1: " << T1 << endl;
+	cout << "\t\t\tT2: " << T2 << endl;
+	cout << "\t\t\tG1: " << int(G1) << endl;
+	cout << "\t\t\tminSize: " << minSize << endl;
+	cout << "\t\t\tmaxSize: " << maxSize << endl;
+	cout << "\t\t\tG2: " << int(G2) << endl;
+	cout << "\t\t\tfillHolesConnectivity: " << fillHolesConnectivity << endl;
+	cout << "\t\t\treconConnectivity: " << reconConnectivity << endl;
+	cout << "\t\t\tout-seg_open: " << &seg_open << endl;
+}
+
+// Create the task factory
+ReusableTask* task1FactorySegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	return new Task1Segmentation(args, inputRt);
+}
+
+// Create the task factory
+ReusableTask* task2FactorySegmentation2() {
+	return new Task1Segmentation();
+}
+
+// register factory with the runtime system
+bool registeredSegmentationTask1 = ReusableTask::ReusableTaskFactory::taskRegister("Task1Segmentation", 
+	&task1FactorySegmentation1, &task2FactorySegmentation2);
+
+
+Task2Segmentation::Task2Segmentation(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	int set_cout = 0;
+	for(ArgumentBase* a : args){
+
+		if (a->getName().compare("normalized_rt") == 0) {
+			ArgumentRT* normalized_rt_arg;
+			normalized_rt_arg = (ArgumentRT*)a;
+			this->normalized_rt_temp = new DenseDataRegion2D();
+			this->normalized_rt_temp->setName(normalized_rt_arg->getName());
+			this->normalized_rt_temp->setId(std::to_string(normalized_rt_arg->getId()));
+			this->normalized_rt_temp->setVersion(normalized_rt_arg->getId());
+			set_cout++;
+		}
+
+		if (a->getName().compare("minSizePl") == 0) {
+			this->minSizePl = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("watershedConnectivity") == 0) {
+			this->watershedConnectivity = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+	}
+
+	// all arguments except the DataRegions
+	if (set_cout < args.size())
+		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
+}
+
+Task2Segmentation::~Task2Segmentation() {
+	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
+}
+
+bool Task2Segmentation::run(int procType, int tid) {
+	
+	cv::Mat seg_nonoverlap_temp;
+	cv::Mat normalized_rt = this->normalized_rt_temp->getData();
+
+	uint64_t t1 = Util::ClockGetTimeProfile();
+
+	std::cout << "[Task2Segmentation] executing." << std::endl;	
+
+	::nscale::HistologicalEntities::segmentNucleiStg2(normalized_rt, minSizePl, watershedConnectivity, *seg_open, &seg_nonoverlap_temp);
+
+	uint64_t t2 = Util::ClockGetTimeProfile();
+	seg_nonoverlap = new cv::Mat(seg_nonoverlap_temp);
+
+	std::cout << "[Task2Segmentation] time elapsed: "<< t2-t1 << std::endl;
+}
+
+void Task2Segmentation::updateDR(RegionTemplate* rt) {
+	normalized_rt_temp = dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(this->normalized_rt_temp->getName(), 
+		this->normalized_rt_temp->getId(), 0, stoi(this->normalized_rt_temp->getId())));
+}
+
+void Task2Segmentation::updateInterStageArgs(ReusableTask* t) {
+	// verify if the tasks are compatible
+	if (typeid(t) != typeid(this)) {
+		std::cout << "[Task2Segmentation] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		return;
+	}
+
+	this->seg_open = ((Task2Segmentation*)t)->seg_open;
+}
+
+void Task2Segmentation::resolveDependencies(ReusableTask* t) {
+	// verify if the task type is compatible
+	if (typeid(t) != typeid(Task1Segmentation)) {
+		std::cout << "[Task2Segmentation] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	}
+	this->seg_open = &((Task1Segmentation*)t)->seg_open;
+}
+
+bool Task2Segmentation::reusable(ReusableTask* rt) {
+	Task2Segmentation* t = (Task2Segmentation*)(rt);
+	if (this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
+		this->normalized_rt_temp->getId() == t->normalized_rt_temp->getId() &&
+		this->normalized_rt_temp->getVersion() == t->normalized_rt_temp->getVersion() &&
+		this->minSizePl == t->minSizePl &&
+		this->watershedConnectivity == t->watershedConnectivity) {
+
+		return true;
+	} else {
+		return false;
+	}
+	return true;
+}
+
+int Task2Segmentation::size() {
+	return sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) +
+		sizeof(int) + sizeof(int) + normalized_rt_temp->getName().length()*sizeof(char);
+}
+
+int Task2Segmentation::serialize(char *buff) {
+	int serialized_bytes = 0;
+
+	// copy id
+	int id = this->getId();
+	memcpy(buff+serialized_bytes, &id, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy parent task id
+	int pt = this->parentTask;
+	memcpy(buff+serialized_bytes, &pt, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy normalized_rt id
+	int normalized_rt_id = stoi(normalized_rt_temp->getId());
+	memcpy(buff+serialized_bytes, &normalized_rt_id, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy normalized_rt name size
+	int normalized_rt_name_size = normalized_rt_temp->getName().length();
+	memcpy(buff+serialized_bytes, &normalized_rt_name_size, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy normalized_rt name
+	memcpy(buff+serialized_bytes, normalized_rt_temp->getName().c_str(), normalized_rt_name_size*sizeof(char));
+	serialized_bytes+=normalized_rt_name_size*sizeof(char);
+		
+	// copy field minSizePl
+	memcpy(buff+serialized_bytes, &minSizePl, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy field watershedConnectivity
+	memcpy(buff+serialized_bytes, &watershedConnectivity, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	return serialized_bytes;
+}
+
+int Task2Segmentation::deserialize(char *buff) {
+	int deserialized_bytes = 0;
+
+	// extract task id
+	this->setId(((int*)(buff+deserialized_bytes))[0]);
+	deserialized_bytes += sizeof(int);
+
+	// extract parent task id
+	this->parentTask = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// create the normalized_rt
+	this->normalized_rt_temp = new DenseDataRegion2D();
+
+	// extract normalized_rt id
+	int normalized_rt_id = ((int*)(buff+deserialized_bytes))[0];
+	this->normalized_rt_temp->setId(to_string(normalized_rt_id));
+	this->normalized_rt_temp->setVersion(normalized_rt_id);
+	deserialized_bytes += sizeof(int);
+
+	// extract normalized_rt name size
+	int normalized_rt_name_size = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// copy normalized_rt name
+	char normalized_rt_name[normalized_rt_name_size+1]; 
+	normalized_rt_name[normalized_rt_name_size] = '\0';
+	memcpy(normalized_rt_name, buff+deserialized_bytes, sizeof(char)*normalized_rt_name_size);
+	deserialized_bytes += sizeof(char)*normalized_rt_name_size;
+	this->normalized_rt_temp->setName(normalized_rt_name);
+
 	// extract field minSizePl
 	this->minSizePl = ((int*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(int);
 
+	// extract field watershedConnectivity
+	this->watershedConnectivity = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	return deserialized_bytes;
+}
+
+ReusableTask* Task2Segmentation::clone() {
+	ReusableTask* retValue = new Task2Segmentation();
+	int size = this->size();
+	char *buff = new char[size];
+	this->serialize(buff);
+	retValue->deserialize(buff);
+	delete buff;
+
+	return retValue;
+}
+
+void Task2Segmentation::print() {
+	
+	cout << "\t\t\tminSizePl: " << minSizePl << endl;
+	cout << "\t\t\twatershedConnectivity: " << watershedConnectivity << endl;
+	cout << "\t\t\tin-seg_open: " << seg_open << endl;
+	cout << "\t\t\tout-seg_nonoverlap: " << &seg_nonoverlap << endl;
+}
+
+// Create the task factory
+ReusableTask* task2FactorySegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	return new Task2Segmentation(args, inputRt);
+}
+
+// Create the task factory
+ReusableTask* taskFactorySegmentation2() {
+	return new Task2Segmentation();
+}
+
+// register factory with the runtime system
+bool registeredSegmentationTask2 = ReusableTask::ReusableTaskFactory::taskRegister("Task2Segmentation", 
+	&task2FactorySegmentation1, &taskFactorySegmentation2);
+
+Task3Segmentation::Task3Segmentation(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+
+	int set_cout = 0;
+	for(ArgumentBase* a : args){
+
+		if (a->getName().compare("segmented_rt") == 0) {
+			ArgumentRT* segmented_rt_arg;
+			segmented_rt_arg = (ArgumentRT*)a;
+			this->segmented_rt_temp = new DenseDataRegion2D();
+			this->segmented_rt_temp->setName(segmented_rt_arg->getName());
+			this->segmented_rt_temp->setId(std::to_string(segmented_rt_arg->getId()));
+			this->segmented_rt_temp->setVersion(segmented_rt_arg->getId());
+			set_cout++;
+		}
+
+		if (a->getName().compare("minSizeSeg") == 0) {
+			this->minSizeSeg = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("maxSizeSeg") == 0) {
+			this->maxSizeSeg = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("fillHolesConnectivity") == 0) {
+			this->fillHolesConnectivity = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+	}
+
+	// all arguments except the DataRegions
+	if (set_cout < args.size())
+		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
+}
+
+Task3Segmentation::~Task3Segmentation() {
+	// if(segmented_rt_temp != NULL) delete segmented_rt_temp;
+}
+
+bool Task3Segmentation::run(int procType, int tid) {
+	
+	cv::Mat segmented_rt;
+
+	uint64_t t1 = Util::ClockGetTimeProfile();
+
+	std::cout << "[Task3Segmentation] executing." << std::endl;
+
+	::nscale::HistologicalEntities::segmentNucleiStg3(minSizeSeg, maxSizeSeg, fillHolesConnectivity, *seg_nonoverlap, &segmented_rt);
+	
+	this->segmented_rt_temp->setData(segmented_rt);
+
+	uint64_t t2 = Util::ClockGetTimeProfile();
+
+	std::cout << "[Task3Segmentation] time elapsed: "<< t2-t1 << std::endl;
+}
+
+void Task3Segmentation::updateDR(RegionTemplate* rt) {
+	rt->insertDataRegion(this->segmented_rt_temp);
+}
+
+void Task3Segmentation::updateInterStageArgs(ReusableTask* t) {
+	// verify if the tasks are compatible
+	if (typeid(t) != typeid(this)) {
+		std::cout << "[Task3Segmentation] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		return;
+	}
+
+	this->seg_nonoverlap = ((Task3Segmentation*)t)->seg_nonoverlap;
+}
+
+void Task3Segmentation::resolveDependencies(ReusableTask* t) {
+	// verify if the task type is compatible
+	if (typeid(t) != typeid(Task2Segmentation)) {
+		std::cout << "[Task3Segmentation] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	}
+	this->seg_nonoverlap = &((Task2Segmentation*)t)->seg_nonoverlap;
+}
+
+bool Task3Segmentation::reusable(ReusableTask* rt) {
+	Task3Segmentation* t = (Task3Segmentation*)(rt);
+	if (this->segmented_rt_temp->getName() == t->segmented_rt_temp->getName() &&
+		this->segmented_rt_temp->getId() == t->segmented_rt_temp->getId() &&
+		this->segmented_rt_temp->getVersion() == t->segmented_rt_temp->getVersion() &&
+		this->minSizeSeg == t->minSizeSeg &&
+		this->maxSizeSeg == t->maxSizeSeg &&
+		this->fillHolesConnectivity == t->fillHolesConnectivity) {
+
+		return true;
+	} else {
+		return false;
+	}
+	return true;
+}
+
+int Task3Segmentation::size() {
+	return sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + 
+		sizeof(int) + sizeof(int) + segmented_rt_temp->getName().length()*sizeof(char);
+}
+
+int Task3Segmentation::serialize(char *buff) {
+	int serialized_bytes = 0;
+
+	// copy id
+	int id = this->getId();
+	memcpy(buff+serialized_bytes, &id, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy parent task id
+	int pt = this->parentTask;
+	memcpy(buff+serialized_bytes, &pt, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy segmented_rt id
+	int segmented_rt_id = stoi(segmented_rt_temp->getId());
+	memcpy(buff+serialized_bytes, &segmented_rt_id, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy segmented_rt name size
+	int segmented_rt_name_size = segmented_rt_temp->getName().length();
+	memcpy(buff+serialized_bytes, &segmented_rt_name_size, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy segmented_rt name
+	memcpy(buff+serialized_bytes, segmented_rt_temp->getName().c_str(), segmented_rt_name_size*sizeof(char));
+	serialized_bytes+=segmented_rt_name_size*sizeof(char);
+
+	// copy field minSizeSeg
+	memcpy(buff+serialized_bytes, &minSizeSeg, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy field maxSizeSeg
+	memcpy(buff+serialized_bytes, &maxSizeSeg, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy field fillHolesConnectivity
+	memcpy(buff+serialized_bytes, &fillHolesConnectivity, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	return serialized_bytes;
+}
+
+int Task3Segmentation::deserialize(char *buff) {
+	int deserialized_bytes = 0;
+
+	// extract task id
+	this->setId(((int*)(buff+deserialized_bytes))[0]);
+	deserialized_bytes += sizeof(int);
+
+	// extract parent task id
+	this->parentTask = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// create the segmented_rt
+	this->segmented_rt_temp = new DenseDataRegion2D();
+
+	// extract segmented_rt id
+	int segmented_rt_id = ((int*)(buff+deserialized_bytes))[0];
+	this->segmented_rt_temp->setId(to_string(segmented_rt_id));
+	this->segmented_rt_temp->setVersion(segmented_rt_id);
+	deserialized_bytes += sizeof(int);
+
+	// extract segmented_rt name size
+	int segmented_rt_name_size = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// copy segmented_rt name
+	char segmented_rt_name[segmented_rt_name_size+1]; 
+	segmented_rt_name[segmented_rt_name_size] = '\0';
+	memcpy(segmented_rt_name, buff+deserialized_bytes, sizeof(char)*segmented_rt_name_size);
+	deserialized_bytes += sizeof(char)*segmented_rt_name_size;
+	this->segmented_rt_temp->setName(segmented_rt_name);
+
 	// extract field minSizeSeg
 	this->minSizeSeg = ((int*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(int);
@@ -512,19 +862,11 @@ int TaskSegmentation::deserialize(char *buff) {
 	this->fillHolesConnectivity = ((int*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(int);
 
-	// extract field reconConnectivity
-	this->reconConnectivity = ((int*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(int);
-
-	// extract field watershedConnectivity
-	this->watershedConnectivity = ((int*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(int);
-
 	return deserialized_bytes;
 }
 
-ReusableTask* TaskSegmentation::clone() {
-	ReusableTask* retValue = new TaskSegmentation();
+ReusableTask* Task3Segmentation::clone() {
+	ReusableTask* retValue = new Task3Segmentation();
 	int size = this->size();
 	char *buff = new char[size];
 	this->serialize(buff);
@@ -534,35 +876,24 @@ ReusableTask* TaskSegmentation::clone() {
 	return retValue;
 }
 
-void TaskSegmentation::print() {
+void Task3Segmentation::print() {
 	
-	cout << "blue: " << int(blue) << endl;
-	cout << "green: " << int(green) << endl;
-	cout << "blue: " << int(red) << endl;
-	cout << "t1: " << T1 << endl;
-	cout << "t2: " << T2 << endl;
-	cout << "g1: " << int(G1) << endl;
-	cout << "minSize: " << minSize << endl;
-	cout << "maxSize: " << maxSize << endl;
-	cout << "G2: " << int(G2) << endl;
-	cout << "minSizePl: " << minSizePl << endl;
-	cout << "minSizeSeg: " << minSizeSeg << endl;
-	cout << "maxSizeSeg: " << maxSizeSeg << endl;
-	cout << "fillHolesConnectivity: " << fillHolesConnectivity << endl;
-	cout << "reconConnectivity: " << reconConnectivity << endl;
-	cout << "watershedConnectivity: " << watershedConnectivity << endl;
+	cout << "\t\t\tminSizeSeg: " << minSizeSeg << endl;
+	cout << "\t\t\tmaxSizeSeg: " << maxSizeSeg << endl;
+	cout << "\t\t\tfillHolesConnectivity: " << fillHolesConnectivity << endl;
+	cout << "\t\t\tin-seg_nonoverlap: " << seg_nonoverlap << endl;
 }
 
 // Create the task factory
-ReusableTask* taskFactorySegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
-	return new TaskSegmentation(args, inputRt);
+ReusableTask* task3FactorySegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	return new Task3Segmentation(args, inputRt);
 }
 
 // Create the task factory
-ReusableTask* taskFactorySegmentation2() {
-	return new TaskSegmentation();
+ReusableTask* task3FactorySegmentation2() {
+	return new Task3Segmentation();
 }
 
 // register factory with the runtime system
-bool registeredSegmentationTask = ReusableTask::ReusableTaskFactory::taskRegister("TaskSegmentation", 
-	&taskFactorySegmentation1, &taskFactorySegmentation2);
\ No newline at end of file
+bool registeredSegmentationTask3 = ReusableTask::ReusableTaskFactory::taskRegister("Task3Segmentation", 
+	&task3FactorySegmentation1, &task3FactorySegmentation2);
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index ac949fe..73f7f59 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -40,8 +40,9 @@ class Segmentation : public RTPipelineComponentBase {
 	int run();
 };
 
-// Task header
-class TaskSegmentation: public ReusableTask {
+// Task1Segmentation header
+class Task1Segmentation: public ReusableTask {
+friend class Task2Segmentation;
 private:
 
 	// all other variables
@@ -54,29 +55,103 @@ class TaskSegmentation: public ReusableTask {
 	int minSize;
 	int maxSize;
 	unsigned char G2;
-	int minSizePl;
-	int minSizeSeg;
-	int maxSizeSeg;
 	int fillHolesConnectivity;
 	int reconConnectivity;
+	
+	// intertask arguments
+	cv::Mat *seg_open;
+
+public:
+
+	// data regions
+	DenseDataRegion2D* normalized_rt_temp;
+
+	Task1Segmentation() {};
+	Task1Segmentation(list<ArgumentBase*> args, RegionTemplate* inputRt);
+
+	virtual ~Task1Segmentation();
+
+	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
+
+	bool reusable(ReusableTask* t);
+	void updateDR(RegionTemplate* rt);
+	void updateInterStageArgs(ReusableTask* t);
+	void resolveDependencies(ReusableTask* t);
+
+	int serialize(char *buff);
+	int deserialize(char *buff);
+	ReusableTask* clone();
+	int size();
+
+	void print();
+};
+
+// Task2Segmentation header
+class Task2Segmentation: public ReusableTask {
+friend class Task3Segmentation;
+private:
+
+	// all other variables
+	int minSizePl;
 	int watershedConnectivity;
 
+	// intertask arguments
+	cv::Mat **seg_open;
+	cv::Mat *seg_nonoverlap;
 
 public:
 
 	// data regions
 	DenseDataRegion2D* normalized_rt_temp;
+
+	Task2Segmentation() {};
+	Task2Segmentation(list<ArgumentBase*> args, RegionTemplate* inputRt);
+
+	virtual ~Task2Segmentation();
+
+	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
+
+	bool reusable(ReusableTask* t);
+	void updateDR(RegionTemplate* rt);
+	void updateInterStageArgs(ReusableTask* t);
+	void resolveDependencies(ReusableTask* t);
+
+	int serialize(char *buff);
+	int deserialize(char *buff);
+	ReusableTask* clone();
+	int size();
+
+	void print();
+};
+
+// Task3Segmentation header
+class Task3Segmentation: public ReusableTask {
+private:
+
+	// all other variables
+	int minSizeSeg;
+	int maxSizeSeg;
+	int fillHolesConnectivity;
+
+	// intertask arguments
+	cv::Mat **seg_nonoverlap;
+
+public:
+
+	// data regions
 	DenseDataRegion2D* segmented_rt_temp;
 
-	TaskSegmentation() {};
-	TaskSegmentation(list<ArgumentBase*> args, RegionTemplate* inputRt);
+	Task3Segmentation() {};
+	Task3Segmentation(list<ArgumentBase*> args, RegionTemplate* inputRt);
 
-	virtual ~TaskSegmentation();
+	virtual ~Task3Segmentation();
 
 	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
 
 	bool reusable(ReusableTask* t);
 	void updateDR(RegionTemplate* rt);
+	void updateInterStageArgs(ReusableTask* t);
+	void resolveDependencies(ReusableTask* t);
 
 	int serialize(char *buff);
 	int deserialize(char *buff);

From cdf2512fb3843b496637891da06ff6c1dffe4ccc Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Wed, 17 Aug 2016 14:09:30 -0300
Subject: [PATCH 23/87] Task reuse partially working: Reuse happens and stages
 are merged, However, each stage has only one DR of each type, this way the DR
 value is overwritten by the last final task.

---
 .../PipelineManager.cpp                       | 24 +++++++++++--------
 1 file changed, 14 insertions(+), 10 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index ede95e1..b655e0f 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -953,28 +953,32 @@ ReusableTask* find_task(list<ReusableTask*> l, string name) {
 }
 
 void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<string, list<ArgumentBase*>> ref) {
-	for (map<std::string, std::list<ArgumentBase*>>::iterator p=ref.begin(); p!=ref.end(); p++) {
+	list<ReusableTask*> non_reusable_tasks;
+	for (map<std::string, std::list<ArgumentBase*>>::reverse_iterator p=ref.rbegin(); p!=ref.rend(); p++) {
 		// verify if this is the first reusable task
 		ReusableTask* t_s = find_task(s->tasks, p->first);
 		ReusableTask* t_cur = find_task(current->tasks, p->first);
 		if (t_cur->reusable(t_s)) {
 			cout << "[merged_stages] found reusable task " << p->first << endl;
+			list<ReusableTask*>::iterator t = non_reusable_tasks.begin();
 			
 			// update interstage args of frontier task
-			t_s = find_task(s->tasks, (++p)->first);
-			t_cur = find_task(current->tasks, p->first);
+			t_s = find_task(s->tasks, (*t)->getTaskName());
+			t_cur = find_task(current->tasks, (*t)->getTaskName());
+			t_s->parentTask = t_cur->parentTask;
+			t++;
 			
-			current->tasks.emplace_back(t_s);
-			p++;
+			current->tasks.emplace_front(t_s);
 			
 			// add all remaining tasks
-			for (; p!=ref.end(); p++) {
-				cout << "[merged_stages] reused task " << p->first << endl;
-				t_s = find_task(s->tasks, p->first);
-				current->tasks.emplace_back(t_s);
+			for (;t!=non_reusable_tasks.end(); t++) {
+				cout << "[merged_stages] non reused task added " << (*t)->getId() << endl;
+				t_s = find_task(s->tasks, (*t)->getTaskName());
+				current->tasks.emplace_front(t_s);
 			}
 			return;
-		}
+		} else
+			non_reusable_tasks.emplace_back(t_s);
 	}
 }
 

From 975099899d972c2720f7e53388e57293d1aba7c3 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Wed, 17 Aug 2016 18:16:45 -0300
Subject: [PATCH 24/87] Bug fix: If there was a stage that were dependent of
 another stage that ended up being reused, the parent id of the first stage
 wouldn't be updated to the stage that the second stage was merged. This means
 that the first stage dependencies would be solved on the begining of the
 execution, running without the propper inputs.

This behaviour has corrected but another bug was found. Sometimes
the merging of tasks won't update the task dependencies properly.
This behaviour was found when testing with the standard arguments
and two values for arguments 'minSizePl' and 'minSizeSeg'.
---
 runtime/PipelineComponentBase.cpp             |  2 +
 runtime/PipelineComponentBase.h               |  2 +
 .../PipelineManager.cpp                       | 49 ++++++++++++-------
 3 files changed, 34 insertions(+), 19 deletions(-)

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index d5fc5c1..436d5ae 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -20,6 +20,8 @@ PipelineComponentBase::PipelineComponentBase(){
 	this->setLocation(PipelineComponentBase::MANAGER_SIDE);
 	this->resultDataSize = 0;
 	this->resultData = NULL;
+
+	this->reused = NULL;
 	// this->input_arguments = new std::list<int>();
 	// this->output_arguments = new std::list<int>();
 }
diff --git a/runtime/PipelineComponentBase.h b/runtime/PipelineComponentBase.h
index aa80073..12f8fd9 100644
--- a/runtime/PipelineComponentBase.h
+++ b/runtime/PipelineComponentBase.h
@@ -170,6 +170,8 @@ class PipelineComponentBase: public Task {
 
 	std::list<ReusableTask*> tasks;
 
+	PipelineComponentBase* reused;
+
 	void printTasks();
 
 	// Factory class is used to build "reflection", and instantiate objects of
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index b655e0f..4de1d92 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -220,7 +220,8 @@ int main(int argc, char* argv[]) {
 
 	cout << endl<< "merged-fine: " << endl;
 	for (pair<int, PipelineComponentBase*> p : merged_stages) {
-		cout << "stage " << p.second->getId() << ":" << p.second->getName() << endl;
+		string s = p.second->reused!=NULL?" - reused":"";
+		cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
 		cout << "\ttasks: " << endl;
 		for (ReusableTask* t : p.second->tasks) {
 			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
@@ -246,17 +247,20 @@ int main(int argc, char* argv[]) {
 	// add all stages to manager
 	cout << endl << "executeComponent" << endl;
 	for (pair<int, PipelineComponentBase*> s : merged_stages) {
-		cout << "sent component " << s.second->getId() << ":" 
-			<< s.second->getName() << " to execute with args:" << endl;
-		cout << "\tinputs: " << endl;
-		for (int i : s.second->getInputs())
-			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
-				<< expanded_args[i]->toString() << " parent " << expanded_args[i]->getParent() << endl;
-		cout << "\toutputs: " << endl;
-		for (int i : s.second->getOutputs())
-			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
-				<< expanded_args[i]->toString() << endl;
-		sysEnv.executeComponent(s.second);
+		if (s.second->reused == NULL) {
+			cout << "sent component " << s.second->getId() << ":" 
+				<< s.second->getName() << " to execute with args:" << endl;
+			cout << "\tinputs: " << endl;
+			for (int i : s.second->getInputs())
+				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+					<< expanded_args[i]->toString() << " parent " << expanded_args[i]->getParent() << endl;
+			cout << "\toutputs: " << endl;
+			for (int i : s.second->getOutputs())
+				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+					<< expanded_args[i]->toString() << endl;
+			((Task*)s.second)->setId(s.second->getId());
+			sysEnv.executeComponent(s.second);
+		}
 	}
 
 	// execute workflows
@@ -788,7 +792,7 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 						ArgumentBase* ab_cpy = args.at(out_id)->clone();
 						ab_cpy->setName(args.at(out_id)->getName());
 						ab_cpy->setId(new_id);
-						ab_cpy->setParent(((Task*)pt)->getId());
+						ab_cpy->setParent(pt->getId());
 						pt->replaceOutput(out_id, new_id);
 						temp.emplace_back(ab_cpy);
 					}
@@ -953,6 +957,7 @@ ReusableTask* find_task(list<ReusableTask*> l, string name) {
 }
 
 void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<string, list<ArgumentBase*>> ref) {
+	s->reused = current;
 	list<ReusableTask*> non_reusable_tasks;
 	for (map<std::string, std::list<ArgumentBase*>>::reverse_iterator p=ref.rbegin(); p!=ref.rend(); p++) {
 		// verify if this is the first reusable task
@@ -1015,10 +1020,10 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 				if (merging_condition(s, current, ref.second->tasksDesc)) {
 					cout << "[merge_stages_fine_grain] reused task" << endl;
 					merge_stages(current, s, ref.second->tasksDesc);
-					i = current_stages.erase(i);
-				} else {
-					i++;
+					// i = current_stages.erase(i);
+				// } else {
 				}
+				i++;
 			}
 
 			// add merged stages to final map as one stage
@@ -1072,9 +1077,15 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 					rt->getName(), merged_arguments[arg_id]->getName(), RTPipelineComponentBase::INPUT);
 			}
 			if (merged_arguments[arg_id]->getParent() != 0) {
-				cout << "Dependency: " << stage.second->getId() << ":" << stage.second->getName() 
-					<< " ->addDependency( " << merged_arguments[arg_id]->getParent() << " )" << endl;
-				((RTPipelineComponentBase*)stage.second)->addDependency(merged_arguments[arg_id]->getParent());
+				// verify if the dependency stage was reused
+				int parent = merged_arguments[arg_id]->getParent();
+				cout << "[before]Dependency: " << stage.second->getId() << ":" << stage.second->getName()
+					<< " ->addDependency( " << parent << " )" << endl;
+				if (merged_stages[merged_arguments[arg_id]->getParent()]->reused != NULL)
+					parent = merged_stages[merged_arguments[arg_id]->getParent()]->reused->getId();
+				cout << "Dependency: " << stage.second->getId() << ":" << stage.second->getName()
+					<< " ->addDependency( " << parent << " )" << endl;
+				((RTPipelineComponentBase*)stage.second)->addDependency(parent);
 			}
 		}
 

From 70c7a1abc6633b229904a18fa878ca099cc86a3e Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 22 Aug 2016 09:26:40 -0300
Subject: [PATCH 25/87] Reimplemented Task merging. Now FGO is fully functional
 with naive merging strategies.

---
 .../PipelineManager.cpp                       | 109 ++++++++++--------
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp |   4 +-
 2 files changed, 65 insertions(+), 48 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 4de1d92..7760871 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -225,6 +225,7 @@ int main(int argc, char* argv[]) {
 		cout << "\ttasks: " << endl;
 		for (ReusableTask* t : p.second->tasks) {
 			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+			cout << "\t\t\tparent_task: " << t->parentTask << endl;
 			t->print();
 		}
 	}
@@ -943,7 +944,7 @@ list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc,
 		}
 		prev_task = n_task;
 		tasks.emplace_back(n_task);
-		cout << "[task_generator] new task " << uid << ":" << t->first << " with size " << n_task->size() << endl;
+		// cout << "[task_generator] new task " << uid << ":" << t->first << " with size " << n_task->size() << endl;
 	}
 
 	return tasks;
@@ -956,34 +957,48 @@ ReusableTask* find_task(list<ReusableTask*> l, string name) {
 	return NULL;
 }
 
+list<ReusableTask*> find_tasks(list<ReusableTask*> l, string name) {
+	list<ReusableTask*> tasks;
+	for (ReusableTask* t : l)
+		if (t->getTaskName().compare(name) == 0)
+			tasks.emplace_back(t);
+	return tasks;
+}
+
 void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<string, list<ArgumentBase*>> ref) {
+	
 	s->reused = current;
-	list<ReusableTask*> non_reusable_tasks;
-	for (map<std::string, std::list<ArgumentBase*>>::reverse_iterator p=ref.rbegin(); p!=ref.rend(); p++) {
+
+	ReusableTask* current_frontier_reusable_tasks;
+	map<std::string, std::list<ArgumentBase*>>::iterator p=ref.begin();
+	for (; p!=ref.end(); p++) {
 		// verify if this is the first reusable task
 		ReusableTask* t_s = find_task(s->tasks, p->first);
-		ReusableTask* t_cur = find_task(current->tasks, p->first);
-		if (t_cur->reusable(t_s)) {
-			cout << "[merged_stages] found reusable task " << p->first << endl;
-			list<ReusableTask*>::iterator t = non_reusable_tasks.begin();
-			
-			// update interstage args of frontier task
-			t_s = find_task(s->tasks, (*t)->getTaskName());
-			t_cur = find_task(current->tasks, (*t)->getTaskName());
-			t_s->parentTask = t_cur->parentTask;
-			t++;
-			
-			current->tasks.emplace_front(t_s);
-			
-			// add all remaining tasks
-			for (;t!=non_reusable_tasks.end(); t++) {
-				cout << "[merged_stages] non reused task added " << (*t)->getId() << endl;
-				t_s = find_task(s->tasks, (*t)->getTaskName());
-				current->tasks.emplace_front(t_s);
+		list<ReusableTask*> t_cur = find_tasks(current->tasks, p->first);
+
+		// check all of the same tasks of current
+		bool reusable = false;
+		for (ReusableTask* t : t_cur) {
+			if (t->reusable(t_s)) {
+				reusable = true;
+				current_frontier_reusable_tasks = t;
+				break;
 			}
-			return;
-		} else
-			non_reusable_tasks.emplace_back(t_s);
+		}
+		if (!reusable) {
+			break;
+		}
+	}
+
+	// updates the first non-reusable task dependency
+	ReusableTask* frontier = find_task(s->tasks, p->first);
+	frontier->parentTask = current_frontier_reusable_tasks->getId();
+	current->tasks.emplace_front(frontier);
+	p++;
+
+	// adds the remaining non-reusable tasks to current
+	for (; p!=ref.end(); p++) {
+		current->tasks.emplace_front(find_task(s->tasks, p->first));
 	}
 }
 
@@ -992,10 +1007,10 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args) {
 
 	// attempt merging for each stage type
-	for (pair<int, PipelineComponentBase*> ref : stages_ref) {
+	for (map<int, PipelineComponentBase*>::const_iterator ref=stages_ref.cbegin(); ref!=stages_ref.cend(); ref++) {
 		// get only the stages from the current stage_ref
 		list<PipelineComponentBase*> current_stages;
-		filter_stages(all_stages, ref.second->getName(), current_stages);
+		filter_stages(all_stages, ref->second->getName(), current_stages);
 
 		// attempt to merge all current stages
 		while (!current_stages.empty()) {
@@ -1003,27 +1018,29 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 			PipelineComponentBase* current = current_stages.front();
 			current_stages.pop_front();
 
-			// start by generating all tasks
-			if (current->tasks.size() == 0)
-				current->tasks = task_generator(ref.second->tasksDesc, current, rt, expanded_args);
-
-			// attempt to merge all stages to the current merged stages
-			list<PipelineComponentBase*>::iterator i = current_stages.begin();
-			while (i != current_stages.end()) {
-				// add stage to merged stages if the merging condition is true
-				PipelineComponentBase* s = *i;
-
-				// generate tasks if it they weren't generated yet
-				if (s->tasks.size() == 0)
-					s->tasks = task_generator(ref.second->tasksDesc, s, rt, expanded_args);
-
-				if (merging_condition(s, current, ref.second->tasksDesc)) {
-					cout << "[merge_stages_fine_grain] reused task" << endl;
-					merge_stages(current, s, ref.second->tasksDesc);
-					// i = current_stages.erase(i);
-				// } else {
+			// move forward if this stage was merged with another one
+			if (current->reused == NULL) {				
+
+				// start by generating all tasks
+				if (current->tasks.size() == 0)
+					current->tasks = task_generator(ref->second->tasksDesc, current, rt, expanded_args);
+
+				// attempt to merge all stages to the current merged stages
+				list<PipelineComponentBase*>::iterator i = current_stages.begin();
+				while (i != current_stages.end()) {
+					// add stage to merged stages if the merging condition is true
+					PipelineComponentBase* s = *i;
+
+					// generate tasks if it they weren't generated yet
+					if (s->tasks.size() == 0)
+						s->tasks = task_generator(ref->second->tasksDesc, s, rt, expanded_args);
+
+					if (merging_condition(s, current, ref->second->tasksDesc)) {
+						cout << "[merge_stages_fine_grain] mearging " << current->getId() << " with " << s->getId() << endl;
+						merge_stages(current, s, ref->second->tasksDesc);
+					}
+					i++;
 				}
-				i++;
 			}
 
 			// add merged stages to final map as one stage
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 4187acc..a7e4374 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -247,8 +247,8 @@ void Task1Segmentation::resolveDependencies(ReusableTask* t) {}
 bool Task1Segmentation::reusable(ReusableTask* rt) {
 	Task1Segmentation* t = (Task1Segmentation*)(rt);
 	if (this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
-		this->normalized_rt_temp->getId() == t->normalized_rt_temp->getId() &&
-		this->normalized_rt_temp->getVersion() == t->normalized_rt_temp->getVersion() &&
+		// this->normalized_rt_temp->getId() == t->normalized_rt_temp->getId() &&
+		// this->normalized_rt_temp->getVersion() == t->normalized_rt_temp->getVersion() &&
 		this->blue == t->blue &&
 		this->green == t->green &&
 		this->red == t->red &&

From ec300f227ec16ec4f0ddfff9ed0ac6e31c2ac93a Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 29 Aug 2016 22:32:31 -0300
Subject: [PATCH 26/87] Task code generator implemented. Still need to do Stage
 generation.

---
 .../PipelineRTFS-NS-Diff-FGO/gen/Makefile     |   3 +-
 .../examples/PipelineRTFS-NS-Diff-FGO/gen/gen | Bin 432770 -> 470671 bytes
 .../PipelineRTFS-NS-Diff-FGO/gen/gen.cpp      | 286 +++++++++++++++---
 .../gen/segmentation_desc                     |  55 ++--
 .../gen/source_task_template                  | 129 ++++++++
 .../gen/source_template                       |  35 +--
 6 files changed, 407 insertions(+), 101 deletions(-)
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
index 4e2818e..5ecdf60 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
@@ -4,7 +4,8 @@ all:
 	./gen -d normalization_desc
 	mv Segmentation.* ..
 	mv NormalizationComp.* ..
-
+debug:
+	g++ -g -ggdb -gdwarf-2 gen.cpp jsoncpp -std=c++11 -o gen
 gen:
 	./gen -d segmentation_desc
 	./gen -d normalization_desc
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen
index 35a69bde2c4ec563da7bfcd632cf358ce3cce23e..a0fd153692f9213a8e35f5e2d927935a75465aa3 100755
GIT binary patch
literal 470671
zcmdSCd7M*4_BMXm6hw!(%!n%yH*gIgo45qAH7ICgQCzUoG|i&WM7r5jG}vUMZKH9C
zGCFE>9K~fc?ijU+hy?ezjN+bAbP_?0s3YRSd$ziDI^Fqx=l%WudfShrpXWKJ&Z$#%
z>(;$Dom^fu=A_P@IyvU2vvZt-C^NuM6#wfuo<vu|_>bQi=JbGn`#5_$+X3!I94e^!
z+q`a(rp;@2QXQuYykd*PIx{h>v!8x3uX{5M5%|Ysh_4vW{`lore(io4=V@LY$4ff;
zVXiA<tgnnsCEmOiq|x3cLGi=%&@V53dGRx^j^uA%jXOrc|0jq(p|c+lVn4n(C(^(6
z6>ae+_(kJX{QZChSRs5J)#i1#LkK$N)%cwOewgQf`(yGPC-ExPB_R2mSF9uc964*|
zlp#kQIcw_Svu4)MTX^`wVM7ida?}wGbB-8D{q}$j+MaycL^P-JV1B*ff6RF|_#b<S
zy61*-dp&%@;(z?-sr|msoI1SsKeGGYx-)1E@IQv%9{x|nZtxE1)NQ+Eow_*@uhR)N
z^V0~w%!mIM!2gTj|4ZS2^K%*eayk6J1pdE5$ffeS{nHoJJ2Sf7)9tfQAM3d!UcGL~
z4sW$w|69*ZZy)gC0bT!d=c3UUKH0D8pJRq^ZrS_hUu&m(fBT`w&Mz-(c(eAQ)w?a<
zanx<K&%M}d={{dda~-~{?BO`ObfCNm#psB?1_q`h{tPH)NBke5m>uyyRfu~&%=3=y
z$3mey;=92hb;LigW5;}|LObumAa>Nw%N6qMv_r@CIIp}N)U!_oK2@Q=*H>tNRR#NR
zD~#7&73y$P1%6Ql{_hpW_o52*{Jp}sUsR#}H=sTp)qiyb`*SMr|Ea(q-?QWP3l-wN
zUtwN7T%n!S73Pn>LVd2Okmq9+>O8!{aW}U@+<#SwJE+1ue4xU3Wh>O-!3z0w->Ks|
zUs<8Qr&q`a*Ts(J!{!S0_f*L9x(am|S0SIjRj_}lg8j)A>ej2mxV%`QZh;EN`wtb`
zKcd3AbV-Hw7glKJn+o&on+pAXuL8fRLfm|X_CKr8-%y4253I26?N*`vScUm>Uxjt@
z%L;MVSLoNE3i;2hFrS+$*iWdypH?By$rZ-^^9tj8YlVKzsnD-CD%A6t3hk_|FfM&6
z9FN~uIKH-3=<mT5><_At&qWpLnXhm>&Zv;*Cl%U%vO?VsufShbVZ1J=z)z`=&+rQQ
zJW|1a`wHXurwZfsc!l<#tS~N@R~VPeD%jss;ds2O!g$T7kmm>($G*-^PV={ZXwh-*
zrGFjgbg4t=2){7=(pT&kmY6?T)Fa?LvY)f3<4;T_2KR0FvmYEs$gjJB`AJMWUrRgt
zZa9IMfly!kxk7l)7C&Lbe*)u+d6vhG$oVVoV|#Lff6kVAdJk{Q=U`lRhJ02?o-obm
zXO85blsx+hzpK<gRMvh1>@lC4&gJ|~9j*oYj`-y;E*RH)qtr+GI}z-$K0(RH)aQPg
zKdG|%J8&J=&^WdB&_nUsYlu@_J$?3^`s#+pnz@bD)lT&(^Q*_zO`qA&ST}dnteS>~
zx(26u^n|h1Q|smmJz?yqS##>^Ce%!sRmWP#N_Dt##@xD^snr+OEvl}C-x|UEoYPJn
z-!QmtcDQj-)qDtEyRfFZX4b4ZwV+nlEv&5zH_n_>k9Ol5j)F|W1BX<Pt!}7mte#a@
zKfQ5Abxr-$>V_FLb1{0=Y-KpW2ZnR&rcJGBtih(;7KT@km+)1yXOBB|e9h?EDwb=;
zR{@3&o-@92;IQg(Q>q*1*405HQ)*__)YsNkPn$Ehx^8YwLtSuu;{a<=KWA!P^%S7T
zjfaYX^U&#ajc{38H@X(=2Gl}&&{ECJ#s&yQ@v6pwFbG^`)>cDpp%}AAPpF>YtF9V9
zw0hk5DWk_9RXu)i^@IUH90hGsUFOz70p~2>Tn7xoZp;ZoDWUm>s$lJSAV`}t3*brP
z#?KjFO&x<S9i^(!IAFL9JhOhfgs+(Di36y7knqszYRUlmI+aIB>N;wGDI5$_cuZCB
z)LP1<aoEf`4OE$<M%T}5l$LPFk7}5Cah(~KAvNJ}UHw$m#*mry4Rv!Ht7e;)uvK?#
zROzSI!AzQ6SKk;swc{bdJTTt0nG%5J2r$EHYr-|PGkM;@<d_LX95+?W2Ty^?U2pnr
zM|x(x30El^jZ}Ev+`8)dGv_wWtC<BY)-T|R=~jLY)cn7wJd_ouN%d$b;^|PK*)Y$j
zt_=eQ!eG-;1G6)1>In9;Yt@X#lE_&9mk|d+Vx~1X8o2rs&O8kcCg|A0nkh5q55Q?q
zi%UUu<Dzg~_00Ndb8woqDTuAp|1d1zaTL$QInydn!m7cwv*tALTp8aut6?;_l^s(0
zXu^)-(NsGD4xPc(?)))x%q3<nl;xsql0p&9YSFNuCJb%kf^gdZbt%ncACHIQOezp0
z-@#GVQTDPH45=R9IIMbnUE{Qwvu2GRKgd0v2iL+1%_B8+R*>^`#~K%u|892S5d|G<
zH^as^9tFqatpDq5p_fx@D4nu7GZ5xa!_1DRjXgMFWMuswHDEM=s;UXq;|Er&`Akb^
zo4VpMXUA_mte-Si4eeJ)XmI=hULPBV&aH#hWj>uR=y-+BR>K*mb_RMwO@`LanH{c~
zTjwrh4VV&VG(crEzA@Zkk$8=VWt_$lS8-UL2BG5+N&!L);q#Z7Yji-@&Z&o?n^)UN
zv7k3l05=?*l6-LfSx_@~YV}Mw8`m_#$*8erdU?t?rd$MAGI<%sGn}2)<)N_BK{#AE
zLA3p!LXC$~RGls-$^YA<5z?W0tMiz<(o5bL+ni?P6kj)Y?wq;qaqEtM!w?uoJd3!q
z28T;em&W1l4&uatRB32^xO-mba}4bu+*ACN3TJj0jB#>${qI&SlO~MDAUwCpngYci
ziQAj%88cxA1*Ht?jA5}f=jJ&buN8ymPMtDunrTffYHf<pc3U%QU`KNo&eZOlpdAA&
z1cP}w<|P#3bhrS>7*4~jky~G$ad65oQ)9qzcNFJLhh2^xM4AC~eznIO?g4RM1v@fm
zslEpPg+-`#&b&tY?f=utIT%+?+%C~+ql1;V-B!$;JnUBN)HZuDXlnwTf9$lP#yi}O
zKsD{Q!QCKY1825vpnCekh1KD@xeasbYi7ZAq<X#&tZ;N-*g9MV|GNnYgNuh$N6R}b
zasS&qt8auk2A2l2`KkbR9@7v`uZ0s2QUjdoiS-L$PX&AOhIzB=P^@L!hA^Cc8mBqa
z=D?N(CJS6j)Lsa?)C;Sp)y$mbz~l-~nR_7!cr^hR8HR<UU8WZ7{TI$`bY|DhuALor
z8t2S|?crQ!enY*qj6!&kGmSO|&TP6~a2gtFYwD*#^Ke|v#VEBi<~q~FL-ym?<m@@~
zVG~u2`N~z!?3$VN4o+w1<WZxl2OZ&aP98J*gi+N4j~IBwVE6X{N4dYsZ<8j0@lnP^
zkTElGkTYu1q>(3#t{!m2AZ~yayd3P@?!PWBqxCNEq^k=&^+J2JV9eg#T$ZtE6>ZG#
z#)~bsBM<%^t@yX?=@nxj0~guCqsp<3CE9dX*_ifvh{q1{+LK;8fn_K74gbaeOoYya
zkjFgnSzjmTP`E}l&u4-MErKiJ9?nj1zuM?~D}COcGvNxpyYoj^@8SeR_k+WY*WCnH
z!aF$ofsSqNHghKYw!L$hVD|5#{JTL0Yzr?=^z#02#oyBzBKA|a+zfa-=S0D^gu6N8
z1;739g>Xltt20G#WB=>nRzPQGHeme8U(46&kd)Jl82-oH9{^_u@2Q&~bAJPQd@gBz
z%=JF<R~Qmr&3zK&@mZ$%G4}zGZ!#pjn)?;VFIK!0=RD!I3Dv_$-4zdoaDP0C=aFQo
zx8iX&nIEs>F}C^Xr+BQ9`SB?pb22}}6mRaipypRROc3`cpm?}-;{F5`4-?M)nWT7_
zR_;$o@iMfe%~1RwTx-V(D;}Roo1cY>*UwQRir>{3!|O7|<Fjw`6Ic8n4GFKy75^v2
zCl$ZD;#VjhpRt>tl;Za=B)qOv{GN)>D1I-+uT#8vPX@|4#qXo+*DHQs#pe}|&uq<4
zLGfNg!fQ$K`zd~l;`=Jzxz5i2{T1I`@dqg0qxb_A-&^qqDc-C2gB9OT@#bD3%09*S
zSN6jce~9A!ir4RB2q^wAWgk@h;fkN6_#+e_Qv8vMpP_i4;=_s`sQ877$7i1AC!+YH
z3<<Bx6hBz;am5c&{Bp$)ReVzM!xX<l@xv9LQvA`1U#a*Jiq9zi7{#ws{IQD9DgHRc
zuUGu>iq9(^-?w6Z3X1m|5?)J+AF22)ia$Z|&h>Wwk5YVh#V=L7NAV{rzPIA56z^61
zNs8~McysR?WuM{$%6^#QM=Rd1_)`=gQ2eQi4=R3);wLG7tl~q8KTYv76dzQ4Sn+2l
zexc&WDL$h3@rqxj_z8-SE1use#o}_spQ-GVia$&7D->^@8K9g}{MpKWrQ**~d`9u-
zDt?{f&r^I(@skz5Uh(HEKCgIuUzYhPD8AZ|@LE!QNby?~e~IE9d0vBijT*&wSNs&k
zdlX-*_}+@=BZ@_@;_H-sKgCZ|yif7d6+cYzGZgPv{7l6M6n}x@gNnaU@skukOYtGa
z&sO{l#n&r7toS*KU#R%7;v<T`Nb$=QKUeXArcK=owJ=(NrZwGPaGY&}&#61W*>>Q0
z@Ncg^e)tVBRj8QX20sUmLyTMfVvg`Bh;d6>%n&{SaTmlX!bc<Sia1GlAY$CQ7UP5u
zL5y40VuWyC#5jG5VZwVN?v6M_co)RDH7y1S?|>M$q(wjB&WLd<TJ#a#Iu$T(L5p6(
zn-SyIv*;oG6=K|S79GN$A;wFLV(E7v4*UQyUIG>Kgx^ApThU^U@XLsC3tG$&UX2*H
zp2Za5G-BLx7L$Y@MT}d`Vw~{(h;fTqj1ayHF>Wo3VZyf{#w}$rMEH8dxRoph315X6
zw~$3Y;VTg1*0Ja#d@*9&G8Vmr=OV_fV$nnR0>rpQEINdzAjYj>vGg1E{~W|##CgKw
z5aU*`m?L}&V%!22GlWk-yg%X;;iC~BfH+BbAY$C=72|{tL5y3xVuWyC#0Mh|6W$YX
zKg1!zyCCk5I7oO0#JGhk`U!VNd?;cc;jOiRam!Zp65fm$w`xTX;ja+m7Om(I{tPj0
z&5EU8Y5Wo6maLd3{1)N?h;xKrMvPmtVutW)#JD9ZrU<7I<5sMgB>X61+=3P3gzra;
zTd!h-@Lh;;%T){$z6CLEwTdCa*CWO)RxwEUD#W<8D*6duff%<`MIYgd5#v^>=p{TC
zF>axX9>NzO#;sG)Av^^!ZkdXuUugUh`w`~}k3)=Gp<<5kDTr|kRLl@Q0r4orDZ)o1
z#;r{;Nq8V)+|m@|gbzWCTbW{na9_kHBMuYZ6LA1>i103mM<Wgr-U0C`i2Z~+BgQRC
z(MNde6u`JODS8QSMvPmMqKEKTh;b`YbO?Wj_;kdjtu+3KaZ6In6MhRZZbgbY!Y?Dn
zEl4p#cr{|&dK6QH(};1)QA`qk6ftf!igCjCBgQR8F+%t*#JII6h6&$-7`GI~5aH_)
z<5r>=BzzTO+(H!ngs(u1TZf{L@WqI6%TV+Zo{Jc_3Plg$3lQTLq395vf*7{|#nR6-
z{)j_}^MuDC##4JSNB9)PcuFs32%mts7IBL3(TMRBUQ7}mh!{`Z#W>+Z5aTJk7$Mvj
z@pQyt!h0gd6HqZkco)Po5eEtHfcOH$e!`s*Ux?U8cxw${JOvlMgf}C`Q*Y5j_$$PC
z$}KvCKSPYC+G1%7jXz>M#TN5~-$IP1)?yCufUie4zj=P3`LjUNhEj0C=xioDe3TQ&
zKA#_kFWL12{Z3&46!wRB9M83ZmTtw#2RMOfrm^$39G!II`e)_6aH5_VI6Mh2fu=2g
z2sD2&f3KAgja+t~yb6VF`DwlSEJf0p{K7Q+Il|yp)F%d(d_xU9|9cl`AkbV2JYP6I
z&}nVp&EFgU=(g6=wAQN+w$rN*9Ho(C_kiQanYZ&qa4ghA0Vc2QwjEHNzJCGt1FP1<
zA7BKUj(6sD+js-`xs82?4%>2*ix-1WJdSAOgz<qTn}Tp|Z+`AUsBNJ6i6p#C4YYJU
z5Et}7b5&tLrirvJjR&<}1C?8aH|Pp~f`YZ;TYLh|*}~JXEIosLEl!1PLm(E#;}iv4
z?*p*}!B{i{O}E~M#RusLXh2!61&?g>S+JmX{tW-N5DY92#CCfT$v{gKlM8gp1zMb5
zPddjOKJVQB(I(K8>4bJu=M8f0fa<6{52S+W1)AT*<O=`UwylZ6cWQ}ZVVVk^MiB0G
zZ5>q4waykkhA9SfrPqy_rJ2UVRE2&3!L88E&^@Zq$Y-g4_$DvaNbjG(_I|0%hX4Z2
z(HUHz9A%X))ImytY!p`*Y9Wplv6X%oE8Y^DL{6sQdGdW7dvp^18jF_bC4oZggA%V7
z%n%qPmZBVws_+(eO?;q<Q4G1!Y~d(|W~jSi<dy_y9m6!imC|XZ1b)QGO<T70N<g7{
zMMrWKjd$%!)Eit+Td{kX@)^@QVP41uVoy+B+~22-#l5e<ZIkFT&~mRQ>7}XE2^wD-
zmD-Re7lX(3ieDY4^&xi>pFx#g4T*BE*9My3D{Ru^_9<rFj25``2Aav@Wo_{sS{ON7
z*cX~yg}ao(jX#3W!ovu?`8(TD4_}nZzjr(IkXpxu-psv5)$M4~3X5P*50SjwD<#|p
zdwCF;$re7mpp(<;g%Ygtz(0kL9&?<L&1=BGN1ic^m42C0pphBy6uQS)jpkt@od}C1
zkJ=sB3GswZ_;C`(5}X2=O43hZC1b*53&RM?&_#2$4^K>|KKQv0N;nwy>(Br**~0E^
z`_S9%Ls0eM4cmv=Pf{OPjpkthY#%=SfpQ}a`fw?ADZwd_sr2D{>YOmyLStJvm?61A
zD?_+2SS_5ZyR%A#0oa>W4|P0S=)o{7@aUOT1T*(<c$B+NQ!QKg2+|$-EMC4rJ$OyZ
z7P3e-{n}~Xc5zxpn%4(f#ulaq2JJ}ebg!i`a40sxKY`{Kz|XWj2lE1B$mv8pUP+`Q
z9hkY$=temGpo2N8&sUsj<Pd12_%kNNZA&)>foU=A(n+DugK1j4)}?(ycf*FKa|=1)
z27u|t<CzNz_wn~&x4R^Trw>T<X_b^2fG5z-Brl_Iow74S5mR;^iLpp=Vd4G`Gt;zZ
zI{tIYaXDTgvV~)nuNj^Gz)6)qfm%_%fhBA3yn61)^CrK5r&>JGu7Hd1K=X5xs9R6q
z#SttJ_|j@tgcomtsnLw<O_+>m9ey_qq!_*<OUGYb!-zHf2O7qrabmKCfh7n4>w>`j
z0cN8!0KwqE-U^eERzH?jPvTZ#)dDMC>>h!c)%uy}2f0yG)F`Dll%pck`foAJZr-*H
zPl`CT*fd+{0^HIMdo7LQEG-NC+Fz*OI`A+IZ0hn4)}ghG4ct11x|>5LmO!EPD~Uhi
z5r_e^nxq(7q_>eoE8d-S#3fjja#2_E-%-U#fO&TYLka-!1cn$0XXPM-W&P;Zz8~SM
zRX@I1PW^<`O4JHP{ZBph1269JJPbnX_DAzBsR3pn7~_2aSfbG)y%$N;kN2sU307sC
zsm0!$DG88iGfxBx0PtdloI$p5A;2aY@lGwb;lP)7%124Vxov4DXZQ=fuBQ|D^JoZX
zBg_oiT>CXapTMU8W}~yfhUVJsc!nw~)dx4rkfRmPwW=01*V3#*3_mqW9eZUql?oYm
zuAK|{!(2<?Tw~L0;pT67uI<}F;F|V<U%g6=(MUIN+y)+pfy;W(yM04V*pN9|w%kNL
zgtUUTp&s0W5HhiZ5~kflLmg%T_167m7R-K#qzFkdv`F*jjb_2y50jc?$2c32EuX`;
zvYuiA&C&<jIg}tZ!Kw@=mHM4;XhcbX0j^?5Q2-8M$YHXDgBgY~2B^Imh6MIt7!<gb
z=Sp1QMucUheJ;^%a`bCfV{{wqP}&l;LK#1FVf!&^Y~RqQ%hVW6a2v|lhU%~(*o+_p
z3yT$2-%X{?lMq8)55y@vOn8$Lk7G6>TONpuSoe?~L$h>0I}kgPnqW2Rvq4Yga*+VF
zeRdNzAEhV&|G|*MWDB=5q|`yZmLYc`TZk~E)IhxmU=tmsaOC4*SUwCxZp2~877mE0
zBYzNF?Lh*ZA?#N+A`JX4R2ohz;KMsh9QSP1dRznO@@Cbc(BHz=uYhi@%0o0h6=n-p
z7U67uP9Rp5!Eim`=!N}FE)biTfo8o}FmCa3>Og`R<4t3K5ciBt;rOSdxU~yueof2=
zVq@1sgq$=r6=`!pGH<CQgZmk$b%Y#v5ljTGfpN2C40ZqmY2pkTnM8yt=URxk8>bpZ
z5f&!u1EqQ)c3*nhhmH*Dr4KAxPm;i#e}cSVYmUyQyHwfXyjYL`1zVw-yp$`!0kee|
zNr^b85wdA)fRdXumQzP4jUc8mR?_fL8586ci=osujYt1Z#{&tF#(pY|AIUY!0kehe
zIE^HwQ5BIbcSz;1o6RANIh-XqTuq)6BXIshzHI^nH~|tMfuw4$k*5HJ$`+OppYYNl
zS(TLNpA~EcZlbDT1*+n$(<SuI96AXzC*C&h)3gv&#j){2RnTo*0f>+-?8-suIHBRD
z(Vxvh$znea3hh^=TIWg7zmgkfGB(vV=!qOOg^fR{nz@RDW{|%f__#VcuOU14G<`Wk
z8V0ZqGo;A@u!bScXMp1v(hLST3ShAwPpEVmkiww^`Y@zBxpZFWKLTy`(>dWfDJ~=2
z*Z&6h)wD6j6S#-gy=>uKppCmD+-k*@#Qh<3Z*txJVtO;uC%SY>=!j||Dcmf@MTDEA
zxUg_1DlR0PPjNxv_Eub6xbDCepK!0vJUEY`bl-icIw{=8ipz`pONz@0_k`jy!riI3
zl5jELibuPly%J`=HRV;Z3WxD`THA0Od}4Q6x!pcs=dNej!V%bf)^!Vt+wSFVUqS`I
z%`68$eF1KC3ybEGIezm%%cyf!50e|N7umuKC|1+t;{)%}a_c2*O~+OO#Q|(hN6b=X
zO%~(XI)iObcSW<zW((t8&YtX!SDaTWe5m5gfwjBh;xbjcD9#*W-)?X_ELVJR{{}d@
znv7$yC8H&4@bd9odo{U!dps1M>qpo1Pk8aAC5kWZRnr2v^x&&WKN-;iv}_8Huq7oX
zTiEF{9vFeY|BGN);I|AT0`m;x0^ekq6u6pUO5kGzc^rpQt?2}l0l76Ui`~Q6S2-8r
z_(Ebiac|_-@&fA^mIR&&FdH2P2<Dzs{I)05LV9m5W*5QL1oXaztoQ<B!)0pgcQ)$~
z(xF=~RGkZIs5;2F7Z_VVw->W)3j1H+@M0GK3bs73(?0Np7}#9Q=HViNh6QUwQGW;l
zQ<i?3t#tYaVk_@R>25KtL_IeB2e2VnMKS&N#BhX4pG~uc1u*KE{svsPVTXk+z-FuU
zWATaeM%PDt4CVAjl4$o)^EdQLuo~s@rhX)OGLZmB)y@p5b%322`c1Gc5^R4C7UW<k
zr~8c<1tp?jKiowrhQtfD0c6PHwd@*ZSF}kFwXRRIYlKxaN(ZfaE2#-qqc|;PG(O;|
zMgpXLDnp6^@EC>|3s;WA8FEf=jm*$5YA=Ry$^hycq43#)k1EK|Gh#86(<z%-C(bNM
zUeS=v%+Jk{0I?s*(-A|h1H6l2$^`pdg1x|H$PgbxIsLN@cH^Bin5;&VHrU(T90}0+
ziK=yggBj*bur9~oh-C|Ba<DuHLpj}@BpS?vDVRKlz~vxDhCG<7+10^2a<NzmT~D;G
zo02pS=pG*23IU_^nO1$BRl4g(R}FNVTc*%VZrH~SqfL66b-jUI{iIS(WXL%k!LC7e
zMVs`+)^!rOCRmL|Z0&CTltzXGC`xyR6awJSpODI7vW2f0VqRFm4;gv{zRJ)M_#8v5
z4jMnikgJ$2+`*7W1=Kje;#1wAaAk|j<Ui9Aq!*WUi`3$BEbFi|geWc@-KU*LiwiQX
zS5pzPg-;-YxzWd_*}|T{;o{O81H+w6Y(XzBgSg-k;$tZ5#ii>VG#^>ji_0kP8wt?2
z$3LbbQtJT!&M<C*nZ;!-HOCJ};7G$@YH_*wc1kfNUNG&F_$!b7K+ZEmVhnBc;&L9l
z=2%4|y|^4lYJye0xGd&8Nr1G!`G|T!F#vwb5M$x!<`{BL*~0S-<Dx#wFi#n%#pP|z
ztVDba<@9npXYam^>dUHZ188_Z=jKR&*b`Li0IL|%t#KSov$#y-VE9fAs2<9CaT&_N
zSdGT*0WzPPBLQ0f_lHylbK`wILoYQ7!OY_FGc_0W5g$W2owGfA`L8sXe({2I$dCuK
zj`Iw%E83(>*7aI;4Ov$*WY<I3HO#JPlm5lJPGHxFbtOY~{gxAsvn$%9cRtoVwe7*K
zN$X06?D{ynrq~s2(*3RLC$~~xGuD+1*>w@S=GYZ&(#KiXzp-oHx{@Kg9>=aFc14?X
z(7MiGS9}{1-<ye%A-i^ASA5SB&IEW#UuInoC)Wh4(XgEfvp%4qCjn-{$M5q@z*Ydh
z&XB`o3#%AX?x3a^a{k%EoeZ(V=zBfGl)xs2Nr8<F;{xj#Mg*S8Ff8z7h9QB&7zPFQ
zXXqEWCqtjWo(#PLe_an-{)1YtfYR_=DP94>eWO7Ahw%IuE~2&-CcH<5@KQO)X7sJX
z%l|@$FiWywrbE~(p`>`%LCdfJ`=|*xjF!`IWDAep!UqcRF_hCuJ5o*5dNe3rFqVG&
zl?QoWo&h0tMH~HKCBTWX8qM25zLGN`0Y+vE_l-gTEHdOU*}?}5F)tj(R|w)>8O9%e
zZ=wx7+_A*nfBA`R>E(E0gJ+v?3)g*C@fkdy%SMj@a|eEktGhz?%T9=6$PX?S(26e>
zo|>yJ77k+_PiK@CmHXI<bV5YNy;yh+GBi&k*c9$(0*5EW6FLa|Htgx?D#Zpq4g;Hu
zg~wPAz%3%#o@OV2M_Kx@_N{EWNTom9Z3W6mxi7(1Xr~m7*dD#{Pnt1tWMT;=tc%f<
zNwR>t`*h-s1W759VrZdniVwb-)C{Q;Q!tyzkY`hFIf*%TMH~HSV(U$)CRo)wf#L5`
zmL$Mf-_J=?2!OXT<S^O7)eJE&oEVE$4*}LQjEGuIkgiihzo7%w>gjhVUKp8JLJ5yv
zgBg;!*P36&<~}x8LetgM-8^-7Vye~bQTlR?O2o%d)_auixxNlHM-?PPuHZH7>LD?P
zHtGB9p}dk^{hSFW6eC;q{*?6~d!t$UA?tlHs}c4Nvk}>{_noZASwOS&O6z?Lt4UVT
zDE+Bb_a!yKs@@+>=Hih6<MaC4RC<a5a1}$0g@c)5$T`9K&(JUG^$a}%n;1F*8yRvf
z;r&$%X>6e7Ga35C_+*A&fx{Sv1@>nc61XSB6hgR(t5@z9Z=fm7l3ux|DIW;`-dpI)
zYu+pTJKe-u1;01Z8U^bgt{CMD!P1LyIf3;L-aO^5f4%V319w&^p%`ATr+=_RF@SQC
zXXS|uHX5Tx=Cb4;$^%(q?>xMu|6{!;vbXa)xuH?oInLeT3}w~BDjKDSS#=Lq=|);C
z;pfO?%M<L88|iq-aAY(~FSOntUQa4{Lyzx%lRC-n*+POLhQxaOnIUxo-~xu&8B}L5
zqyhmvTOcL`aBB`*rYBrEtX*d~iAZfu$6;$pcqw%pE?O_%I04sIenJKh0!bVTB3%L(
z=$%eHw7x1Z%vQlee)E8A8T7C4{u>y$Y9$OV-`&d=ro9fk2KND3fx?bmA#0DHI!Udc
zPpKz}G2WC@H|`UgW()JFPn^XmIKf&buB0apv8ol4=qRMs12Qv0(GZ2BR`0+}WuA_w
zDNKuD5G>qhS+7v21bM;D8+10AQOdJhXdFp^YJa4fOmWg25UzhnN(8B((TGi>xAJ+F
z4i`!zjA<;V83Xq(I1TcGM@j9{`0^@Bg9J!pqH3}~r@;ZUg`+u*5T}u}X<P?`WU5hR
z(}-gl4@er%u`_wW^=P{^syPi3AdS~mlXp=Mq8u<=c#I@^-wRB(j7?()<<m;3Q#DeU
z#&eR!5Ke=<;FR1hjrGk`4H6)YlU0*@aT**Dp8s$fVXj8rrqT48t;SHBMh??hCuuy)
z&g2D)PP;VD;50~pG%~8m8>t6T4hYx(Bqbu8h66ijIT(L^)uxf6)TtUJOyhk?qaUY1
zUU28BT^cVhqiT=<X$)6s?8IqsK)C<MX~a1VuT5i~N~6C`!vhwrMM>jMb|$Y_45hY5
z$|z2Q1W4mi)#RV42lA*Ko_~{+NOBr}o5nY<*lOHGsZ%w4n8sE~V^2<lyxfP+yb#d=
z`|Ooe4fMg~@lch<Hgc7x-PwYN)5vieA)Cf@mBwB+jUcA6!|{0f$QEv3XYz6%KC3ha
za~kM_=69<m7jhaL5Z?bpk}Skk5t$gDzidl!GnJ1Q4a{M0$)OkJpdUV~1RjTXspAEK
zB(T3q;3uvLgvu6ra&#Zgs#sN0qSvYDd$`fz;d4I;eIvO|Ov=M&755m5%g?|bQq5e!
zK_No6a1-$QIq;v!PToBS=Rbxe92l^k!7wlIY=$&!pq?VWqK;sg5_lLxnrdLY55u^q
ze_%+5C8*n8!Xn7!f3{F!7!u=uF$@ZPi=kiO3jm9Mfwy1qL%j?pek~NK_-PN}<Uvlh
zupCVnyR_$L?&cDttMDR>o;v!3z5r<Rtl2BvnP|GFYZ?*ycx4(E?oh>rgxg(lLE*Y6
z&M(}z>mbZy?!)t>(CdLV8O4QLgQm+|(~QvnP^Ky2{(`2HUDF`m2!vu?p-lb4)ho^?
z+&PN#3U`v?Ji-lBoFm-6iYrMvJ18zM+<&sRhdJRs1Fm=v?5=otLek_bNMGyH5uqPf
zErf+jqUluEG$(YkGR+7#PjM;XY800gZmi<s!VL$m_?!Doy(DyBWttc64`}+9YwD4k
zKtHXu-FJlh9Ju1W)>JM@U)83<tyEk|-0xOgUbwj8a>8AzxQuW!6qgcig5r|G`4txz
z?l8qggzK%iuy9=!7ZR@YqAf#ExQ`U)7jB*6e8N4hIInO?<m64}Ua8g9$c>jNCEP;g
z8x(G;;{3t|73UM~7|ZeY`A{H=9(>lp?`06X-H`s-T|sg}|F*_<IU`(AaVg>csko$Y
z&nqr2+&>f-5$-R*758#yQc|vRu280N;p!C^5$+tt1%*3Faem<jD$XO^zKU~%+d*+9
zN%21~*fQjW`%G~@@qJx!Ug6S;3k!FT;zGh*kDUA|K}xvGtR0WuY(>x|_IW@QN4krr
z7f;);cve|E_f1Lz6z7QDK8h<z&>o7*3-{w{TY#K!{{pVK)+}F~-%dl}&na#<ocjjn
zC#^f%MWM*W(_Fitq;pNV-DI$XGjK@sdJMU{>lPOJta7)5*exRZP;|??Gb}E&x7_Vp
z=s847iteD>eXd(d=;HHkEx0o)*)1dbOQ09wrl=fYIiVjdcU!`4dC{*&w-K&eN$5+;
z-A-XQNA_{&qFYzj%_H=Q<!-yOn^*J$(Csz4HK5->wNts<M^FPOiC^5l&VU=-=#;*h
z-R!$Sw|OVj-`OoBZcm~<MOGZ)?ke}Wh<tFvn=M39l=nl$k!UQp9>vy46wh)+bEyvR
z|8qI}eyAfAmyub#m*PsYciUcZdEvfa<#y41)6b`h%ZS}8z(K*xe)Cynk`$8_iZeUU
z8x<E3yNKe#!p%}#NVrLg3kr9l;{3w-fRndseSy`JVl7#N@6A$g)$0969N*`*e1+yu
zl;|Z<z?YUNli9-3XYnCL*NyU!;u`paakyN_w<M6_`$}(L0$fWJ{oUsSH{f4MHp5>G
z;TxOjp3J?+00Zv<0ynrnl!xmFQ0T&~bUC#NFk6_{iZZ+j8-AaueviR?Ww)poT5$hf
zw;Og<?Dv4tga|&20PZh8L(nhq8HPcD4>Al1ybYoB!6%nGZ`4sATB!HU^f#7ApAAnh
zhKT+!>ku+Rtxz{JaAX4$MkW?RAw7cZsjID*VOPZ--e3M4r5KkadUH-mfjt<e1a3`}
zaYo=qhB<*BG0Y2mjbTY(D??`!Gy$b~n4w2tlA%}NbpTs#!|^Sz$a7P%BH6+N!A=hR
z?J?ZRr9Ycpx(SvgE>kQBf5;q7LQ6dAPc3RcHx^JU_}66g#(y?k25$z{O$6O08ars>
zD7Oh8B~7KTf+nC*KQiz(FnDP_R)%UdPEk0$u!L>n^Fw^$DL8vE>0uVoEPbvWweGCO
zNlir9h-}&WNY+!VCs`+J)_bv@VFAt33vKK7Uy894tkUe3BW5@pdXO{;Q1o+TI$$dR
zPi4qq;Qe0=!=fI}FeGqahJJy)82SV{41)r{<LM9)_!+~bz_$TrqupV4;O*h!`6t=|
zHV4j4_+CzYizBTObl`M46Am2n7RdQV$5!~j`WHO2bQg~^S%<#oC@78Y^kFo*d1T<8
z9K7f!7<Dwj309+gK#|+soIMFpwLdcCcH#a12+I!p_4r=Pw%L!u>`eA6jc&8wA9eHh
zRm)k2>`ONL`(VE$jQdP>I0QFuQesnB|DNV&vOf6Wm-57pH-T+g?}x{wZeo3mZWFr-
zb@R-28@>y(8IQZvH#mo=J|0Z0tOD<{p&q}HI?$6ww}JN4fo^gGMQosZhqMng+cac*
zw0^wm(O9F~Kr2x<Jv!VC6tsbk>mX29(~u1`M+e$aO{Hm}dCfEObRB37>rgtc4fM~!
z?R#{qX~+iJP6xWg=(a~+j#E84*9}zq+8v`=9RwO^8nS_I!-mW(-NooO&|)2E^ZC?c
z=uyT7>e4}=m)KBGhNE<#`;2Y_?WO}YyMf|1&@D%`FI~tqWP9`qe0!$bBfrsYpa)Pl
zlfml-3fVvdItcXBWEpH5Xo?Q>p3!Zf6Lg@bSclU2Y@l_6+V|)h(~u4HGn_fy9@QJ&
z26`WL)1%YeK#mPmje%evg$#U#3B0tfm9yMOjdT|Ck`zOW^yl_GbHaR5{p?7o$6{p5
zXQ`R22iY6V(!X2puB?XHJH$q0%if2w9$^8^(%t=|V7;Mz&)RtuJIUU0HX>Wrzh*tf
z0-B|L)_WPNIrh%55!tf$!>s37K(q9@*83Dz9XxR1u_qgmEqh<Yx`*@_nx!wa-aE4D
zV{bb8;TZ@b_8!E#pS{s6eWmq&okt|Z-a$4ZTlW5u^)L%)mcHA1$61ZDcZ7||mc5^1
zJ;?%^rB_++aja(8JH<w1%ifDv&#{1J>GjroH&PR<%AT4|7~>zqIz~x=6Y82r2~re*
zPcY;#*}^>x;}`?fn;C`$E@K!HxQL-&-~|kQ0?%dW5jcjSBk)*;Jgo5dKMZNcK-@kI
zdCI`^ABIVs3ZQmk7!kPn5$aJ`;O7j30^eci7x*GWufQi6dIa9f&=I(tp-*5l!;rv>
z8O8-($S@=DJccEKV;Op-`^Pa13OtfwM4*>pO5n~2%TD>9PinU&o;F4;RWBIbE>%aM
zZkDRQv5phtTdXQgmB){0zb0O68nSER7pJN~=NR1vdJ%OK=x8@k(gr%UgFri*hHRiq
zb)fIgk{;VY=jlLivJO28+d!Wk-o8gGOhY!%t~$^%quW5=pQ3s+!wuxOffjWT=y=nR
z4Rk*?WKQ{gjBW#6r2}n)Jvi_GJT{Q0gFx@Hp+4o0)PbHfx(&3S4s??nC{I(4Cd0jl
zL3G#?BNI!Y(E1xKH}H4d^>lV{Fe`Y@4N`i$k?y(UsyTdCBQ-&(!~1xt2Xt<EgmoW#
zd*LO$uk{|oYLLCD!tn6edN;5hVsA7{kFef<U^T+tVKyRLUPA}79%li~(q~xj9QP~5
z-bpqhTlW5m^$ZJWmY!w3uV*#S-Z?fRTlRjM^%4tcmcG(@ParkHYLssa&^X-i53F*O
z1X%pKGNdQ~e|(Ts4wEf>$uNa6Kz)y4T;Mu}5rI!L3<<oSVNl?$41EHxX6O~Tn4u%E
zo*_*Zh+EB&XH&KiWats&kqrF;2Qmx`+@E1m;BE|a0=pqBTMOTV4SU%I;0Y(I<LoJ;
z+v(pIb+bg>%sLd=DPi5H>?``y^!FeG+ctP<y@N(8TR8ASp5P?K&?23(1K9!}K?ojR
zQlorBhgy930c<Kt0@P>(Lka-!Fov7~JpV>m*3WNYn_kw>b52tIe8cFrpGTu^`uQ;H
zkb{4-+s{ltXtXTQpG`w{;rb5VV&*Pf(~NEdy@|RBbdnp$V*{PlL7;t1LpIPd9q2dM
z##4`Npcy*Q$E-t-=p%P{<i0t$eUBbD4cS0_bf6oJZUb#QQT3?N4V3!MEnT#OK&P69
zY@jExA+zQmYIGauCLO4!8z^D}?cG73&)~wNY%+}1fmR#c20B~^x{GxvUC;)4?4b6g
zTVxutJ=!oz_2_J)+dykjH<Mww8^~(|ozg)dk7>vTx<m&mo!)LToT~%nSce{!@Yv(Y
z@UH{g_vl{JkPWnp4s@l_ZI3p?TQS`pO?LxjY@mf51Uk+%WCPuY4VlTXuhDIwW*zAF
z)2PSLqqq&!tAjxQWJA3H@asTN7~KZ)>OcuMP{;<l=YaO5n`IiZJ$i4X>d_dZ+dxmD
zZYINFZXllxbSwsfMF|<W4-7A@1zBp-b+pt5Ns6IGdb3?>z0*kzvm>Pr@9;vzXWWxn
zkFYnIrGK^FpG_n0Bzwo%h-}%r2YaVjK(loB6Wm?S-RzxX?+hD}EqlMhdY%O|OZ%<&
zG*%rvBH$XAjmVb0W2}2fkD*!mGV9%sRUdoPVFlN?h}ipd*8S{_X6b9K_g7rg5PJvN
zh-}$=XZ8-WfM)5W^?s1O<Ln(_BeG@hw^>iJfM)5u^{!_%!`>-2B3t%Ou%2T9&C>lw
zxi$B(T4L`!8<8!0pT)X^Cmq<AqW5Xmd-GHpZ!f6{Iy1q(lul5zFWrN^ee8{9>9F;F
zoV|nW?Pnvh<=7vx9%2E_(zjdh`J^UTjXIlfsAyC0#NRO2C<(9&IEW!d0k}Iu4g-Jx
z%g~E4K>hhH@^u7$#gM84>W2)uJlVpl45{*<KF5$t4}bs5Fpeb!^$vz%fpLZ*flC<r
z1<qyY6Ijd8BX9ykM_?60p6c-V2Mp;bg184W<iiL)|BGP~4-Zg#FpLP?dM9;1EN~;k
zpumq9`USqm&?m5!VMyS^4C4Zm3^M|+V^|V+1w*g&sDWWn;8cbYffE^~1fIk&FK{SB
zkBneHhJJy2AS~OOZ4A&UL9g^@!h>4(l=6zv?E*Xmb+Z6Jz&cDh4}8R=Ou}dPZNJiA
zVH&b4{nzlQ)D1Mn=r+)6sGC41xPkINx`D=b5NHq6kPWm{2l^Sd>ScStsXEa6tV54d
zHqcl5wC_>MG-Lzqr31x{ZhQ0#JfU=Z6m|neY@j6_1UlI?WCJ~l4Vlya!A7@%uGfLK
zcLN1&pxzw>`UH0OWqZKUI#8?8ZJ_=-(Cw^4>AW`3!+W<c-8|Ef?NNTX>d{1_+dvuA
z&14wt1}ed4tIDi9se?c}nuctk1v=0s*tC~ThO=~_S6PQ1Wo)32_iEpxznO+?pg-t9
zO-8pp`evBwQLP&&ZUZ%T5a?*rkPY;AY{*Q8J&kSyMRlO9uxW=LLytl>P|pqmy~&1p
zWjIC$dc^29(B3-Gb#5T94RqI@?MpYqG-P}9_E6QMfYEKB$51zup`RP5^u0S7hIbHX
z8*IwUruPLp(5FVXflkqZR<Vwg!3N6h(Y{AFnTBkSI_W_3jcx<|Yl!O6nQoxC4K%%j
zK!=-#Y@p@XkeLiS8Qlh2r~`csn|7HDHqh_A+xKV<8|uk$qz-hq(QTk!I?z%#kk1B6
zbP(uV(~#}aT6iew_GpCBZJ>KlH<Mv6H;`ik9o9jh&2Sk}HW?=CKyMk{20B&;dX#mT
z3^_Wz((dbp-P@P0*)(K(^aDJUbbB<@=r+(hsGA;*b^|4CpmRD1<TVZ1KrK3uV{{wn
zLLDgYH<KZ31AX@=AmNQV$iRo*!%OSav<-#7QJzHm-#AGzv`D{Xcc|~2O=^lADRua}
zGDN(;{e|@md!t!;z4g9{)jWIW*obV|`#IK2ETEabj+?})2WJ4>YonJK*|PWLtb18N
zvvl_p-K&B<S@p9w%~yC%iio{OvL0k_G)o_2y+7irgxNd9Mr6z0UD!Lq0-B{KSnu1}
zJIUU0HX>X0ev$PQ3uvaF_=Q-_v3G`z$d<jYWIfLUnx$vh*nL@baJ7bONH!u{_8!f;
zhx8bl>1)UhXVG~3*qfGoxQ0Z;-aXmd&)#U3PTJV_uy>GEG)k|x>M~Ztq$WaaM7G@a
z!>mVGK(loBDtA0jVKvF#aW*1b_P&Vq6bopU{-gEYk<}b~XV{2r*?SP{c^1$ty|?v#
z{Y<KggWDmfDI1Y3d;iF~hx8bl>DX~ree6wpDyS(U_I`?WKYOED`fwY29IGMr4zdy1
zviBm^!z`d#I%vIjV>Qm+5jG-Q_8!4{k_9wNN38d|6RF=B_D-=8*|PU<tmjxjv-G3Z
zdpWBm_Rg~r*|PU4)*Za!fa`MfR?qv-Vbx1&f-Xzox}2^~=(>Cf>pu2Iv-DaUdv8(`
ztVTWd%KF?JF<O)axOjZ^27(j?;ByQ)3|#**q#l5J2Se@xeEt<fst%}27;<^wZ{!)q
zvD={5G7Jlxz%V4RilJZN5QaX12Q%~t?9I>-*n=TYNBDd4>#0XH(;@CghCJ2b@1Gea
zaSDU_8pDXdR)%4L4>Jr3OfvKfypEwy;1vu#0vi}Q0;e+MbqN0cnISE4kj6<2d5y~!
zhB8ck&q?-U7!kM!!?3^|7zPFYavgQwFK`n>ufUHPdIY}Ckk2Xb`40@~bOl+Z81nfF
zKL3GXYBOhbJ;S)bCWaA#jSRyA>lh{lp2;vL@MMOLWHpSTPhfwBA%S}`j0^0^FeC8S
zICZ}y@N0%%8HG<6h6KLBFfK5|FeC60h9!Y_G4#r;yMbX);8KPWf%6!q1Wsd^7kCy!
zI;Nq{0fc2YH1>pRkg|PU^iZ|k+6o(S((Nv&4t4YSl^?JUN4lSu4BFRi+=+HU$he<h
zc?kqJ@7`q7Y~iVE`Q4j4Z3oL=Sz=2}V7oorbcjl<#^^S&S5Y_nz>#iZ5u4aJOsp(W
zZ_|(s)T9G#fsJ`t1!{Gm^{hh$f;LcbN2)*w8TftxEJThLP52Cm(`c;^lN3XX^gr!-
z`s(SV#@UflhmScx#B2HYtS8wU&GaWXT|;Vu)u?|Xy3vTdb`2&HB>`r_aSSO6z#|!Q
zm~6qzFho(|^FJ8|1$Jf_5%_%!S}rT;i?H)An^Zn{p6l-6|88_Ub{^Et*hN`~gi{oS
zx^PoZDrp9pSOSICO;XZb;cEuLI7d<pE%XNvEuw-aSd9j4QC4E=;s#ad&yWHD+>;?^
z0Du48K|eo+>w&U<2KuRfK4)~>&wi+ze%{79<PiP|QsJR`Xa{Jtte}miAv;GuJy->r
zV00U373wC?QEni=4OG=Zpq{278)&``v=QG;iEs9{fzH%{USS=2<gtN1>e0SOcbSH4
zpq+G}D~xUfeSMJX(G)jO9!H%^*MNcG`6JDP1PboQTa`|sDdJ#Oum{2^vc(>CXTtYZ
zf}@wz1f>ppAnF0_fflpwV{bG|AAOR$WA4prkiGqEM7Dg)9?yD+1vE=fvfdw@O0gsC
z9cCl4W$#Yx9cKZ}(hIEjU&%YcYBXgh_lH-}<R$@T^B9H{1>ms^ISjo2k6{pFfZB(l
zPoRgPS70ZGj=;^$6o`rrzMnJXQOOqGVdxR#7a95mKFKgF@Lqt$!Mj2|%IE(8nRa%z
ze0qSM|3<g7Wfkh~{AV48I7gvqL8;ol{j}_98nS`r>p&ZQl86m-rVjK9>kueu1AVj|
zP0JKAu>=b4%5`>t20uem3@y?vc5qjXCN<BFlzJ>iwmdbyWWB`RXqHY`?<J%rSdE74
z)W|I35kof^u>lMz3c$V$IShRN0Ygj;jk_{T3jFa(YKl?=^-F|hW4H3ic4N2y{%Y)&
z8{L+)3+iU<7P1Z{_0iw!(bzS2Yd?0Un}+PzrTeNtM;hG*x&?I;sFxeav4Ol82v##>
z;NA$lxJ$}yC(-D5Ns6IGdWEfi7am#q8$)=i&PHU*V|NJaK^D*~z0!KWcrvzaJ|ih<
z$F3_EoZO(`^ZrcrrzilYG2}4t_n!<gH5|JDLr36nhLjqphafB)yI=9$j&1+8XZn7s
zq#qgGmh@!QO-Y|+9SRttpu899LM06&1E0eOFRjm0&*3vls;Hz9l459~i;|*(n-2$4
zYu&d|ssgz|PeKeS0KhXCat84IUjU1_KR}?e&h|2$vGeC*uj=f#_>RoB=e~1LH-E_V
z2J1Lc>7y{Hv-!@{S^A_9`K)z5R~>s?`wU_xg3Vw{AC<vuquX+?N8MyF*3F=V734tY
za|RCP1ou>|@XUzz8T2#}YzFgn1{-1TUsi)NQ8xqr3hPjVj1BZrCvYk&_FbkS8)zpT
z=nA9Tu6_+qFWo>>+(2;~r~w1P(u+(ifr9(D9;Fj#W~E4qp+)**d$^r>BB?ocq}1W#
zv=H&Zx|sDmd!w2De8%3adbq+|=os0u_wlTINspnK{(Qy{Mp5h_d-Fu0&+3=ho!C3X
z-e{KIVl)3Mc_&!ae|PZV6<CBQ32+dMVMtK`9?Q^+jRHJ^A*P0~4@2$(y#JpeRR`2g
z47ohn!saCuC`r|V^FPD5z;_sC1ir}7kw8x}EQxwAL%*oY8Tte^BP^Rn=fY(}*#fl|
zo@=^S8Y7Hur_nvAoB6sI>o{pB3LUeD!JlfD2igq#_Od{eb)dJ5ZUY^w13k(*1Pa?g
zFZ@nJA3+A57Ql=99&f*&q&P`2v`BkTc6Xfjj3hP1j+8oo|A5Sy*I3W6H=3pUS??L7
zCRo+)b-p)3LrDS*bZ>?f1z-<`loG(Lmy>Y>V*uR9Ff8yRhDm|1AuJoaJ7B+GR?;2d
z!KyoUmmA%d^ecEw>8^IwtV2n26otkv{2Ns!j|_b1tQB4xLPCiJ)LRdylE5AnmtuJL
z@mBQVZ!8#Ut93MuM1ocQhT=usMG~L@UtNao{G|v0KV(RW0DP4pCj|FD5th~CTDZO`
ztH)M&i0Rg2j?ryBK0w{9{-?7JIq)YTQ9VMxQr|Mvw}cX&8w^5O20NJuc2QoaGx+*I
z$<SsnNoVjH>ySYh<MH|DlV2!<2xp*#5glaEVj|cK{sT`V-5OkIbeqAusGH;YR5t^^
z&EP!DpscHXO+z+NOb6<0bQ@^44)hu9`eCr3s~#KZ`>oVfFLxD%)?;Ljg^wZ0M^X$e
z(m^}N-aVGoAUjg(@K+az_zdzJ>ml|=v-Di+y`0rJdq>!aY}tDi>q!>SEFH1l=dhY%
z?+hD}EqgCvJ<kG~rSGubdy|@ARll?D+)L?jAOYw9B?Ku7z~>lp7`Xq>5L3go<PL@*
zfpLaGflC<r1kPpX6<EvABX9ykzrZSn5rIP(h6NtXFe9)x!<4`t2+O9?hj0N=cFdjx
zkAU6z`i#--G&%@%bIjh#I!vSZFW7fFW*^)_vmuELY-6m@V;~4+8Juk**onO6k1B)V
zMz<N<jk?KT4>yCL4Ri=+Kp*f0S0ProazOhG-h&-~Sq)Cm89Zfln?YaH%`tm3>rey!
z05Gb-il5pCsy7YUuD-vU>gs7mw}GBU-2^(q4OF5br9j7HAXxml*eJB#P175`qjMNZ
z9+LP=G1L?LzDJYlV@FCIo;Fgc=$_GN*8S{_X6dKwakF7Kd576M#71PxM_o_$j<A4c
z>5TQhhrLtmon#}jW$)Km&#-`I`k0+TYJye$%<kTWIOC!uz+u>%Aw>b$gCU23^Zx=e
z#?<Ki&(JUMBZfYKuQBupY-Q*Oe3&7R3Vi<~L$9dUF$@X3f?-f#1H+`isSM)+Cn796
zVh)DujI#N9{Vr-6ZEtitjpm|mrqRFgU6jqZ^yerFO`|P8(0JyNfqe(Ov^oLYufa9C
z>^w+{p+$OMl4zQII20WdB~qha`v7%M?g<IdO3QpIHw6HADMQX6TbK>7iEhfmCyHa<
z<((eLN$Ync-L|vp^e&`l3l7{Ac0X}^{4@C3B|AcM^w}lvc7;^SiunP)FS6|&f+}pc
zzjQurbZmt`DdIrXO)+m_9gjfz{5UG+1K(3IJ;=a)Sa{K&U2-4Q(|iX>+};~0%%c*K
z8<gm5hTJaPTR>Qr{oW=!yP{m_QQ7|rTX^c7&3-!S=IPf*tV8x*oBh|DDSKqxr(cU9
zxOw`;rrE;Njr{a$A%03-Sz=8luubfnUMjI#quaz@N8OZll$%({CN=>RD+{!zX~+hO
z>OfoZt&TXpHc*`o^a1No0iO-D@jI%39~rpmfrT(%S~6o0NkNk6D@oGB?ZNQ+QKW|1
zky3}hC_%*Q+K;S9*c;9CgPu64{CyX&irI<rMgvU@a)XKCXGl>14q(V(;Ql8=N*>f*
z8Tu#*xc|wJQUmqJx$P%a7T-(R_K+C(2Q_y08r_z37u3zzUCBC>G($n@kXT-7KX&Jv
zhV0nAw37;SoY8Hd`%pK5_H_frZJ;AD5L^x;1Dg+camVgKJo&@b1xfrBA*b81+l5Cq
z$BvYGn{Npj&U&7`(M*rsJGixhzjG!vnzLiKD^?i(zz_u}_|l6AQWSvm7*a|Ar!h>5
z@mUPx0s{;)0*3=^qInH#CYGrD*r0cIwjIcsJF5DA0v80B)2m(8n)xAaEnquGJ%D_}
z2<ck~kka2e@ILh{L6&gEWV`I;JdtUgChO>!dT1wGmB)pczl3`xD1~`*fX1)3h6_*W
zR%fuZ-!ZTh=d1k^ZihbIk4`*WDYFDI#+#<vog_rrG+Wq(U{wZt`Xy%8G7-X!%?Iq4
zaDR$)o9`I#VQ*knq;S;g2+UNzW8horIekvI2P|4IlTJ?Ol*kMAQs`_lqm+9bN)wO-
z$Y!Bxatzmu17-`8NlMTYaCmEiP2+K_qogszrs2ahu97tJ;!N>lD78)FibE(35+IH5
zRFf}q?KmKO|1n94AXg(~(>PrD{EJejY6LNjze*Zsa~k9Yt6;k{e(6tXkN|01pqf06
z)8K&F!s(m_JpzhFBQ}kDX4`6<W77y@8V^VsZ?Q9Z!CMj9rP0V~kN|0Xu9|#`dLRL_
zg>@t)Xr{voW7FuPeBP$isTy%i;~7cgR8E7u;9gg|G`{Xf)gS@VI8Qa{<1{#6wlI>@
zpoc23#@aNN&$87RW79}s8qZ4_YuK5*V0mko#xzcY1W4nbs>%DP2kwWrr%6hrcy8ov
z8apeW7b$hBMh??>N76W!(;zSTnwK_5%BKfYHP8o-+tXB&eK`#dm@N$AH0W#zo3P)}
zfezTKF0|D+&ZbeqG&V>YPqH(4!JRXV)+UWfoCXPyMpiX>EA>DEW(yCJl*n;4yf%$4
z%I7Ico!1SpX#GjjIFi#KFIYFwxlI~x9z@k30n+fRCU@gBI3Rwu0Qx5KoQB_~ap?uN
z8a|tb57XFgG;j1*urqnV?VEOKoWg040BJm}nv78o+|LERouovG(+Jr#ew=C3xQ|lj
zbpzA*lccd9r$Jt@ZnR6|g#&rrpjNYmfhvvdI1LU6fB(p7(BDhKx?$6(S84RMX@oJ2
zzLLf*>`Y$rO)YH(<rq!_eQ=6Cpqjj#dLRMe{huTy=*^|DZrC*bJ;PSxR!W`M4NPN@
zq_HcfL0<ArEp5_x;s9PZB#i@98e7QK{n+CkoCaN@!Mb772&pu7vuUI-jgusetJ#^n
z<eOUBq;UkNfj(G`+f<VmaT**DKL4Mjgoo!w-lp;XbX$!WRgl*WN<+S+xf`cJUh+*X
zZPK`Re_l5vjX$Y0z9Lumn_7OMXbCT;;cUaaY26s7(%8<XQNlFFOEoUzK9Coz8yKxk
z8eUF=1gOTfs>xbTg9F0nA9EVC`7xiuOKE(_K1uz_yJvHeeUPlCPhi@EeTY$ETSJoQ
zX?$|?l0@I-lAcZy?MM3XV(({1Y!)t8$(AoyPGUXC0-B}gSnq%F;uvCY9?uxrviBl6
zv9dRs>5s<!8+lhnAmccVK`e}h?0Ouz!gq_r#zxYY*pT(?1mE8$-$=sdw=<mq^OXL!
z&*O=QS=17xk2&T6UNQ~)$s58S>*)6s&e<aW9>?E5=HDau`<wK;`vohj8B(`FeT*UZ
z8@~UAA=V0g6AZlq|IE-MZ~;S~z!?OqlIVCIOJ-9%mLcC>f%iW$<hQHC`yUz7ItRX9
z@x`(N+?gSr699H*m=pE;saOHI+RPR<FieU1Plic>YZ=mjK~qmL42!ygVMyR#7zPDi
z#n3PC5{5p3vlw~>PG;y4cpAVa`gmEm)WNGo7*YECY4Z`ZyTWx1_O%n-_;qjpjQTsg
zQ)1~}up;1BBH$-e!}Tw;WIoY6kHq)2U{vKA5w{9TRNTjK?#DN;L(_Zrl=j>Y>U{)g
z^ED}{O<eQa6c-n+S#e?E<|!^DT#e%V!i`m&Pq^WV3kr9j;v&NBthl6bzfFOzID43`
z<c0ncXw#LPaBrdMKYJU~lF-i}-Rjc0Z@A-ks}?fC#TAzn?o!3Yg`1(cuy7L;7ZT2|
zIKOa*Db6QcZ^e0p>#8_MxKfSnb^dGa$483G3AavhDd8ShTvE8C;v&Lbt+=po3l$d>
zZmQz^!UYxQ748_td4%hyI7hhM6z3DpQCvv4O|YJsk&g?vUU3=W)+nwdTuO0Xsp(%8
z7Zh%p;v&K|DlR2l2)JVHpWGSuEf2|PWttamu;Mbp?Weeua62h3F5J)6w#yOWzEE69
zxHlCS6z)02`GmVqabDpPigScpqPUWDdA8#6!kw)+kN8$8&M({m#f632M{!BvdMGX@
z+>hr&skiKAO6@IisXqbQ%m$BeFDuRw?n!ii+I0_YX7@XkX;8Qp#rcF=pg6B^wTg3u
zJ6&<5?>NQ?#pQ%MSaBKQc2!(bxNVbd_u|5BR9slN_Y@Zr?ghp9g?m_WKH+XvoJY7T
z73T=opt!u0wOVmG;Z9XtO1PnlOA5EY;v&NJQe0TLU(T~N2nzRa#rcJMTX8<&Rw*td
z+yjb>3wN{PGQu?}t|Z(X#d)PJ=PE8J+{ucI2scP^DdGAkE-ze9#d&02{dBIafnT`K
zfh&HA-;T=P&Ia$a$8Ex^%G4{|O2s+C-L1INkL(*)Tu!)46_*iihT@XKO;B81IKSe;
z!X2i#kZ`>f=NGQ4;(WrD&aq|i2=|fV9O2d}E-!!W^|<14!X*`#67FinC52n4xQK95
z6&DsRsJNhT$0*J(TtCJ6gxgJV9^o9tIl^r^+twieJ&)UZ#pQ%sqqvlCDa9p)`>Wz2
z!Yxx=Shz;T1%(SK&M({;#d(DrrZ|sq2Pm#2Q`)1ryl}rxvi;2nS5RC^xOWs67cQf?
zh;R=oE-c(~#U+JXs<@nRVZ}MpkMk7g6E2{*kZ?ySE-su`aT(!uR9s28Eoa#pcx4`J
zP+Um3oZ{lbJ*&8ka4Qs767ELDdF42YC@v`6EX75Ho20mua3?A*FPu+t9$AO>2Cmp=
zC$o(Ch3<xQcb85I{mq%S5^>=^P+VBJwTcS~_o(86!riX8h;UZ{SB&jwGRg_vpiDEu
zRVywf+^N77PjlVlKk+eolroJ7=T%%txE&Q26mH8z+iRb28x-diE~hw0xMvkt`VZ%_
zLUDQFZd9B{d?SkU3pYz~Vc{kLS3I|;saQ$qk;*hL+~JDL2)BpgQo?mpTvE92CfG9M
zg!>q{V%~hqX*9Tnd$?Aa`h|N`abDqWSDZ(<s}$!5H(zl+;idprtaC$0gg#Z7hJ_od
zxR7xBqx(Uwd+2A*d`D#(6mH9S+i|aO8x-deE~mJ>gn3qRIpJ0)E+yQJic1O?QCwWO
zS&GXDH%W1h<Z`0oN@C|zoL}trR-8|`?!Xm$_Av7)BlLIUY#CC*eXO{+a4#t?BHR;-
z3k!Fr;*!F}fGftko6ycy9+mmZv?Qie6qgt7G{xnFI~toj)@?E`P42Hvh3lobq;S8S
zVS61H?%#?F3HP?*g2Js*oKLt16z3K0X2p4gYf_wFxH*c82zRdH!or=bxQuXv6qgdN
z4{*i4+nZ`<e&K3&*QUb#5VU282$xq}Sh!ae=NE3J;(Ws0tvHWxam6{pU8=Z}q&-7%
zUa^~?xR7vu#RY{sOmRu!dMhq2Tvy<V+izz|Qxf{?(`^~@!o9D!oNzA!S6tW4xO;x(
z%08q_9pP?4)7xBAuh30M|JkJ@LeEkygoT@=xS((+D$XyQPjNos_Eua-xbDCed%B_X
zLVtIf?R!qRj}?~^?j^+~g?mDAapCS%Tt>JUaK(66Q#a=~IsUCF-;b}t;hEstdBpCt
za=U%N4(?ieMLz<Y-^X?H3B7x{+m}!QaPy1)(^zo(65qZ?*Lp#r^FYhp56<dgb_<D~
zLAQrpx3JLnmAfruw}|M?=tggrqiAuV=a##TWVfW~<IruS8!aXDh;p|b*exUaUg)-i
z>y{I`Yq{IoP$MWwUi1xP!0m1Kn^;RizXo)hlKhq3oZopM|AB6Qb=^Ed-&F2a$8KKH
z=c8Ml>*f=>y4(%N7spNX<I(L1*DWY?zj8MmUvLYF-W}b3g6}Tm;SLM^-Kk}L!|?^T
zi0E&EUd*^|aiP=YZaBW+mK6OKbZd6qQbISCyW#kPTSoL+bc4^emn3sSk12P<@ddZM
z=!c;jyq8hjN<#m!+zrPU+?;Lj0=G4OJO$h~z<aW&Bs|;y1)LdcdN7t#1U(&FrHBYN
z^N=On=VZ4i4(`5ExIZfnj$q>ED$Xz5`HJ%jcZ%XX!VOWJPq@C8t4d;WJ6pnili6>h
z-9E~Dmf`uI;yjx;xqm9o5$<`#l{T{7KNOc2?k|eV2^UpdM!1U<mlAHW;*!FRR$N@T
z!HNqDx1Zud!tJEEpm0A2Yz_RveW5s?aBnKkE8KIy!8Gy+e8@F1&#<$FThOF=J&wTX
zIO#-LvIf6~*8Nu6rcM0<&5OZmUM|p5m216O9$fDT3F8}%GfOj#1L5J_x7f~tQ!(nq
zZ^3eX>uqAWnNnec?O>>j%ke0{wjL0R3|O>l>rma6vAjpMm4*z8V@z8QOIwW{we=~4
zb@MWo=cu;ou`S26^`x}bucNkZ&~2?2%Ri{L`eIv;;~^_msnH(z{z@#>M<-)ST$K`d
z7q4&+aw_FV*dmY4Bj`_0NJ&|3m7CitE3C4(t#XZ3YTGJUFNrf66&Sfd)0%$&`}jlt
z?Z#{Yblt7<OH!N7Cm|{0579apf3RrR)}bA>b&qN*4H<MW{vEaTDR$D#%k`4iIjXIC
zY^(kFchuGmx~-xaf7MoBY^%-qYY%t)t87(D;N5Qgu|*kw^jG6=m7CitE3C4(t#XZ3
zYTGJ}RvC>-+wl)HZSuk4Ux33uA84Mqe&cX3fZwu(9Z$rhR>NC=w*UnO^oEsb*jmfP
z^=0&t*x43%OD|ZaxdLSV-Y9IOYD=JL@s@4$-Np0nc<F_Sf#xs9Lu7a1$yRMbr;YxW
zs!f4fT8HGlKu=N@FSO%t2fo*nPOsJsq`Kb;+qNz1(p0snQ#-r)Y_~Kc!6A2S9+o?L
zkIzrkoi;}V<mG8z{A=^PElrDm?KJP;C6GD%^~$_`S3RDX>J+*`tn~65raG+%S9uTj
zJB3Gp<6gC*=_*)eoI(oDhLfqQP+u(JmO%D-;IODGxkT@6ekjnqF7Q(>0N?E_wh$fd
zo9F$|>H#bCYnk}N$mZPB&BI5*!m_zFb%Y-m7;2;NpxAJD&bwveui(`qr=nvgAgcwQ
zl@4s$c!YkMw`F6um6+?~7veZ1*mE~mC~E*rx!pEOw;aX<{b=Ym^{ZP_n0|(7$^_A3
zF76Pq=kWV2&~-EPOEz`KrMUUI?o^K_cr%pP0(+)0%~9N|jA@R|fEPIT?BA<D?Pz-S
z9~<e_e`35>|H;W-{p(V_`p?ev>OU{ntN-GBpqbtRHZ{=F^+0&X6to;22HpcQ0XXO3
zMl2TWwUWvSg${JeJ%hhX6}}H#nDGSquL(5g15KG;f#(Zd1JCEXLKD5AiEI>iKVC4;
zMh}4BeAs%d3hET?2QUCzVti?i(&k6ryVa7Q-CxTS6uad)YzQ*JUT(`ZM|VRQi|&dq
zP?-H;incI`Q=h^HV#job_hpeu%M;?y#d<T)ycOLx;FX1KB}S!>l1<BP*!!u0L3>j*
z8V}gG4{x|l$PgOy+A|oU7d+%Vd5es;%vX0tdTCZP&nv+SQGg?;1Y=rgg-Sr7vxOU=
z0{DuPn-&ZlZ#ugEf=53L|4Tf-@Q|MbO|1ZK1$vxpt{35*K`j%3BCjsU#;Q_^T1|b0
zBR4h=Xmoxb{cF%t+8T-`O=~8p^IDr&{moT(n^<48k99Xu?P85We~GmRnzW6DOIg7z
zqL6tWYyne;t~d_MfNQ2pRgZ+7-<~)q#AOTLpbd}6-}oRZsIxQ_u6zt&9I9YED8SCp
z8rI`@oa)W6WV<7<JGUhRivutW5?xQ5z2=GQz%qx9-eb`blUavwXM~-=3i1_;eKEv{
zszSpa#%M=j=59}G2rMNyA(mDBJF@uSPGeu_FbrzdI(M4vcs#~{b$~8tS8v=GEF=Ny
z#Evv4vxSRU2VY2llyMk|Pg}#(@OIdftLaV_<qhue{UjsEm%4TIF_;0Crx56bFDAg7
zWQ0?DEanU}oxJWp8ht5AV>umCG2_PVQ|0K_jd&ciP4j;lw>_|9kmQwgk4BGMHMeDs
zoObOr<Ea)W*;pJQm<N>be{i{NejXS&-+;>OAZSaDKxoH9$Fi)+zjnOBw>W`lrg0><
z;}5{<*`0q6^rKg9_kFXtw-}kNSnY(zql8%kD?@n(xSC+*v7m>|XsAcwngU*xt$oTG
zE@RqQw_UdonJ6t11Yb%4lW;R7j#y-RMckXC1be&ZP#EHQaIC;=Xdat!SH?EgJm>#U
zHHZF>)vPuu%$EQ6tJ$<E1ha4@R5S$@T>%wM!hBr;i$2U*ng`8zE@_zvZ!^X_B1Fwc
zDh9JUHZ}vJ1Ku>}uY-+*yGil2S%sT6!Gxr(Y91U4BZK0y2#eXY#^buR8O7`MD7I~o
zcE(j(Htt2UgXUC0vYSS2R&C)!U_{mWxgXj&+_sfi6?V-y^2kb-C~>!L!uAMe3t^qn
z|1-IcoPehr?7BU4@MO~B?+yE`?s#(9cnTB})NG*z7X8u9YjBtXExij=O<1X$bFdZb
z3>!9h=@N+T*o6(8G0mSzoyKt83t0Dc)Ha-?7OVgSk?1gHcKGVX2|!Y?ecdw**aSRm
z>qvvY;Ko!8e{|PnXrw!^*cN0?6YniB+}O{UzFck!O`9fHV3SR2eCLil&s{j$PKio0
zm2RZinF=eK+W^l4Sl?E`130I!%MW-e;ZsP<*plRURr{G^RzxWJHCQ|G;bRQ#p+~Y^
zC_h`YY0XRL5p1m)Pn>uTg1@Ic%Ixt`?I2g&oEN5j-%+kZ{>NO8ZkH?CSI)IfYaQnL
z>L8QrD#{Aq3*%;7=0Q8&Epn)TK`RbjG4UMtLuc2)VwQnYtQ`3)bP*F<2iv90JRcmy
zpJHi_g)RBWXTcQ?>xrL&zEYZd1~|CP*&bh=joqF>_o}5E8h45t*GGropZPcLQuqtB
zfo<IhsTco_O<@=yuHrU!Henmv?8%_@9acG~z#sdrgqC3K$*><St2N*X$6_Anl|bj+
z{o2(KM0S7$jByxY*jyO*wSne03Tu&VyWOqDEM;5!(?IyWX^me`{j%Ef%sCDWD_niJ
zGaVX*F@U`?^xWE38Z&P9%K`s=yUC8*Rq@-*gG<_&<5oj1rs-N5cOP)m!+{&9oMD?A
z9x$}D6xBl;&@H$lN9U^Cc$pL-<l(>%wBSV<U!B_{%Km2da}azZ?#!t^$D=dUX(}~R
zwFMWcEifBP^FD4@HcXS21nF9TTy&+RsDWokcL$m>y)nWtJ8C8q$>C+%@|hbwV7$1{
zJZ}RuM{_B8B>XkW;tiKCI1-swocY+?*@JoJxN~qNP9OOD`Kk@eIv1m0wq)^!ZSYim
z!CB-7D**ZJXZ%b<5!bINe|*!r$g<9459VZF<I2w$wrk4wX<C<o_TlrosC~GDvtSX~
z!xon8pND0wO+c^PK%4eW_)e}&?RSvDr!XzKW6u|MY|8g)T9=0m{s!@|hub_(uPblD
z;8-2F*rY5*m@G_Mx44b8$--3S5?3zI!sL0jvVbf)$aAQ&*rh4Iebc(qvd-oLh=y`7
z-1v|S*RN<TfDvw5(_607nzt;g`ZconSLd>w;NL!%w^^6eG@~hqJ9AhagIH@go#2TX
znYC1h4mBU$hD^WqD*w>Uw9f+1f7M0p96DtJ{htpszucT_%J`OT2aRqCSdX7zBLTaM
z0(bzA2kgA-+vc@#cXWY!jmI1|Z+rZ8t#d@6scK6nY6*_2xu2RNL=Kp>4ry!s@E1{N
z@9!+HUE17fi}4Dz8jcj`s5#2<I1*(AC~K=q&f2Q)I<2kR46oliWa%z2c-Z$f>Fv<i
z)BL*AJSp^UZ8Lp`uF>s!Gy{&y<q$53N8j=1QNDoTPy2X3Faar%kN$=Zg5|Jz3!?c9
zW8N((6ZGXn#UdM70Tli~LdygHhrKrekFrYE$2&mSF>yyli69Cpf+IR0C_!jx6cm>z
zDk$!b%gA8b9SDX<+BO=UK@qpOjf~3}9YH`0%_1H5xW|=%+t)Tq+{TQe{NA_foNwvw
z0N$DVzxV$<m**k<edpAvQ&p#`&RXY7meuN;eHALa+(a<9-v8<@HeMpgC(U)1Vv!?O
z-e`)iF8h$+>B+i&E{tgOOe2XrS@f3+8*?N1H2`Gdb^YzO8<Pz?$*=s0fco-FSFyJx
zmhx2>_!b{ja<M2oX{j{tv@GfE#3Ylwkz1F(>h`tZE>$<~``;+N0Ty|@q&mJ`ta@|e
zJ5F|4MSR`GxHH5za(}<1jQA>1NVlxXB*gb<$`#)m@b*T0(v#VBz(weJYB>Rn)mMfe
zgrr_$!5s)4$MPSZC!nQtT}oc>H~_DCBu8EkmE6_P*Vj<EAriyV==&`8#VI0qK^G+u
zM_X0Z(*6P{BcG0^N{cP>6yuJ5td3(Lz`G68mYNsi(7K5;5zJc(7EXH*o@YJ=J{bB&
z1%5=Vg;nDko{;S101)?|p=hizJxG;P==luNGyZZ3+3|qWY$II)tYMBWF#5)s17WRb
z7F~v*%vOQzCe||^YteF}3Z^|v;5C3p<|y5fKB{2hxh`M_shzQyQm!u<hCt10N;q8&
zw(7xcV;C#qu1s;&rZOf4hl5ryCM%ex@cth8YbkU8goiDDC8(bd>TA&Ab1~(w9u-Se
zhHpeg^9vT1Q6bBl^DtCxw>o?y9R;Ne*y{PnF|R0AO;@62N^Y#Irtxd02N$cRf05K=
zSptvzXI|^|O<%>g)Q!Zzm@?eBH;87nMx(cxkQYjKl@#P2gE#x!7tca#bS;vqp%D#|
zRfQE#^_vkuB=c{&rMFi%aGVa^s0=TIzAC)J{*|W$RS4t;5-1XEuIFouMpDrPdQSlM
z)M_gml)-BM-9XFMx@g}Mv<0*NYQV_tlqM_hU4aBV;3gzDDYKp_$#4TstdmT%2u7=7
z<4~cha2-pYNxi8msl$7sE@I^Qq39%7t-{0z{4E9o5%g&qTApCZANOHN#qtvPWXpxp
z2No<0FH7&Iwjpq@0nVO?kt**IQ-w7ooy%Bz`Kl{@-kG{q8PDIgx_9WXFECu1-XE2K
z^rW+pS}L*YAhp_%dZ3W1XKz;C6bi-j-@Unas63Gu%YPLQ0v``on#TPBI{~Z1_p*<#
zgy#Ahtuo>^+A$zFccUH7a*?XJrqO^E_e4S@X4~{*zPD)-VH<p|ik^ZUC^SKNOXq^w
zcY&=K1l#U;2V87ITfka8BA4KL`pWRVk`gZygNV_ERYu~{IY(k|M*7i{O8vvwBr&PF
z0D6=94#+bQK8qN`tw)&d>msZJFRA;p5&nwsQXovt&dz#v56!w*vd~a49MFdw_-@Cq
zp}A73z$J=oH_S!fbqep4TsWE5IX&JZtcwb{c5~ppJ@9|70d}b@>6G08o?hhw1T`MS
z33ZQQ$Zo0ok{2I<4v)I2^CUNux_+2&y=hB5Ev2L#E@5@j(Y4M@g$F*tN8P%)pl)C$
zb)En0Q8zY=y0^d)s@p7eJ9*W;_VJdf`(kgvs8TH<xRKo`Qg<s_luW~Z-iP$CJwNLu
zN>LS5)K%vJP)~K|enAhv)qp}JW=bu7L3dJCsOdTMp7MrInm}I<<haYnBlBM$1xbjt
zF8a=1sgF>K!$7DZ?vI0p>e-Mj2=j$Ls7s}DomRV9MV#k>UqbMz@I9>Vi$3Dc?qT(H
zi;O!vtGD%W;(03<TLoR)+w|c=>NULxrg)BpXGtG#TEuuXOs?oIY;VezNZ2+))g6T*
zl~Am@9y#&+nj7FY9k|Wg@lddE(!H_96wSlu$@5XG_2e~V;Vn|D!=As98yOG@fxFV4
zH0S1EPRPrN26H~2<CZxsnDeriGa{HXbx)5Zk?IJKq@4(=or|u**mVw_v0`2*Ll^C}
z1It6bR94OLP<cz&(sk+WF`j9LNLx%d!fCp@15tzy%faBN2>|%TE~y%b<H^4%qT5xH
z{Wr8^Wf-%=U-Js;!kfxlrWMTo9g1j=F#c%i5inp)^2k#t)kCr2m9?gDg(FQ3uW+!T
z)UWuXuUu+KZE#=n^+{^%(2+I%ntI*M?dr?T177C-!_95)%Y6xmQZRc{O9zv+gtgZd
zgIIFB9f$&o^kqs4sw23wgf!KSGC*J9g+RwBP$vr{n8p|&>LP*qDG(x&LO1{+{34Vq
zl;$!ic;~-#K13L*#(3jb?X5d&o*C_Ah`(?VrD<pCXtDH2fCESz4VDPdBxTb!6_sv>
zznx0E;%~Ro_W0X5daw^LQZ=4~2Z+_$maiUSlQHg)718_Ml?cE_n_?v&8Y}`3qwU$s
zBmJ;S_F-ghWXOtX9q9H#=|3VN7T%aXP{E|Gcz7dV@)`;j7V`1zdgNhNQxDn)ufVFY
z6g(JN@V>E<jX1M62j@Sd&jnDh8reU$9Eey9t$I=cWO=0V%nespgyp33RS}!#JFaMy
zP5W-&D4Ro6Y@sO8x9J^`JRn+Nlk?HImEmvEM&Ft?5;9XuK`dclg6gpfW<7|cWcYh>
zA*JJG2|i*oyRZK}USf^#DJ*KVGE5WN_S9mwooumdS}oQA)l*4)<>KSM$0X5ZpZ%TD
zBfC60*gvsD$wu14wY$Re*dr4Cq}P%bN2W|)d+f%1PJ6MDChMW1SJ;gaMdUGzZqfci
z$Ix(nX(6Auiq$!qk3}Ig3F@h%ZLqRSQCWJsg1V9~n5-3?CIp~qP&|6CUGx*$ihIye
z%i|9{g$%4<uWI#hMr<5+_8Q%Wite(w?81?uC8N;bb;ZYy3@sarKhD*xkh4kQdK@^D
zN$fj3)gqJ3uv0#5RbDhgWH1xjIoj4@8|`A7L~Q#j`4%u<0vd2yLUG>r77T<lpGK?;
zn2|X0WElAg1#2d?C*wIV%RQ2r%K6WG;L+n6Q(W=l;&w!z+wDQcrAOE|x&!KhQCLSY
zY(TV)Y$GGhDi^b@<u4U*G)!XmP-xfyY$8~%V{4gUA?^W$*3ua`C(`FchiYv(Fqh)k
zO@NTjQO<FN-V=dob3|47)K>Z{4-@Tsb@<1D)*;fse6{-?EsK}Y>|2b=a(UG~K=fnT
zv>yjdhui#d$n+=i_ke<mzql6lZz2Bgpzhq#&Y&?|Q1QushDIRUkA23E{iCLH`QOE|
zUF$Y_xH`Nkgqgb0pzUyDm+Iog=r%U-mtCP&9if-KHm~zb2;ylv_f}`FZx#m?I46pr
zGg;xne$kF%snvBdqJXvReLX#|9)iT{xu{tuVb#XAzq(NXLPQYfRzCVrb7oSf#r;-{
ziM?ghfT9;rjE#LxANc`>KB>Ji99dnlJId#!dq(hO3&CV+6u-PL;?64tB3{8<jQ*mX
z%ARA9Q1q38g_5OxPJZeq^lcWbO?20Y$6L3Z<@9UjQcP#rCKfUbu)8`ibO)Xz)hhF&
zM}jz!6E5)d(<m<WhC;LYQ!op+_FIwF!GTI|aBg?b6H?24#I-M|I0mmqGVtUd0G89X
z!A$i}&hDSZ1Z)!Ls<<15b;>*ZkVws~w0UP%s@v!3QZR>OYjCwmr|mA%$_YLn$C)2a
zxK+)OTwHoBK*H2TI}vV<q*yshi<~7HZdg>gXpM{hL<rh$%<CNP{#Yn9qI_dsLB%pi
z1XDZ3Y4u8Qj{4pV9HL#~g1Nk<OV+OY1r!X)F78g!C=)p+TsH+B6w?<8DTd?)1HE=y
zY@6bAk%}qDBG03hE!sQ4SZX(b8d);`PbeTdZ>&VRw5Kpu!Wrd=Rv<qyP-ZwHVcO+a
zkK`(+Yd?=;QNOaHr$-hm7zG$;F;lfAaT+Svl6&tY>T?}6i?}U95nPw=tl+xG!-?{i
zHl;huZ|Bki`R$q|#XtJE|54jmB&8ZsH`mDWVi62wyg+nAYjp*=qY&j&t82HXAobif
z*cykXNWBK7UR{BH9oF3=oAzVBr97Ceq|&bW7K*;9yhM$8&ZZ&dat_^q0ajD7_-BkO
z@}OF-R_^ZCUQFie4O=_|Zc)ifs>s@9>+l^Z>xj{_`P&IkY7|N5D%BM@zohdDU86ON
zq%$3mn4G^S7LW2S9p@s$%+FmDIS_d4oE@ry^)DbxM`fz+3UGg~pep^(pgcWZfvhce
z@POQcZxXJrZ{ELdTemuwtiKZoo3vzA`1z#*Bxr)$AN&mk&EV{GTGq@}>^|JHC+tru
zh2iI}M5{$&3)ELY+U+Gd>3lW=Qi@k-cGB4ki=M$%yvMYMk%DdqBH(e`fyjEEi(>8e
zL?KIh^RUF_L;lP+puyDT4Gbqmi=cQlHbd?5oei5dspJ0>j4Fu@68wu#y0L0xUW{8P
zZf%#LHmxl0G1iN{I9;oE5qg`u4-6M$x4b4CD0lb<AF@*cfLYfKo|zNYJ&!PaJ27)C
zJVLQDDc%bd0~-#dWMy^IELq6z8pTlOhEVi9c@rOi<?VJsA5a;NyJQeP9x6R0QWcI-
z6F-MSp^6yZtLvJL&74^%i8a`Is5bm8<}v~cbQ7ux&bKQH2&t%!rrPZwgtUv=<5;QN
zeieuWp=0IXxG_D<r-p|Bfz?YPDBn|FHG>mT$SCCtBzER1>L4~N+`Z5U2Gff$!LJ1+
z-fHrx(?qTb%vx&EhyajYj?1LlAf2DZV<?5r3R=Z{++{4crui2`H?npvBU@z!U{F)F
z<e^eh)bu;dt4xtX86bH@?52TK*1;?CK8lEbk^>TQ#&seovp*<FW07R!u$*>UzAEDG
z*jT%qRtYhbMPhT*qQYfLcDM%g)Nu0JALGNy@Vv5V^FpPZ#@6J?V_{?wG?V{kVEZmF
z-64`p@C^n)+10jk;A0WKhcRD-D1H!inE43nstn&*HtkNCh}=13de2DQ5H$`&aphQA
z<1mbVQvJ{aV-@bsa%W&Hd>3-(W6Hc}>V@{{iV=7sD}_j}i5?V>0tk)jokC#{SZn82
zB17J}yp`HHJV`w&12~?db`Q(q$O{im-KE>r^Zm6K%!Xscloayg;agH#8!e73p%n11
zOdC*o>ilcbVA_AHkC4=vGnuNbd{r6h=Q51oJ52EX*yuV;fnRn_E-XWRSPlY~^i^!Y
z8CX~v8lFG(_Ypk}4mJeGH92woh;o*a4e;A(tg*=<a$D@moW&BpVvA5rCbj7ceErY;
z>;!a<zcc-V*S}VJIlpWZ$oZp}^GPu0L@(zB=4`e7Uu6aN8|+{16${uuYu_6Cmy&A#
ztK1@+w|}q5`zR8$|LNKGk0fjV-5`gc{da^aGaiuMHnt!nKXY1eP+QjeICd33>|P1+
zbyol)q>iZ)zF{7xbi}-)OkoQJOVVllJvut?Hi@&lpp5&G2f{At2pu*Sy(1A<%?VT|
zO4y?Vt166?f7v|}-%d;m{YNJm&&_&=2&yW^n;OS&jyeItNX)<<s?-hSE2eDtsp~#|
zB*;lR)9RU~mu~3iAeQVZS>k&>d4UAY2}!{P#r(mT7e9+ZjFkVT6MJZj0SGHQ3PPz1
zuUF}-rQ||=wM-1{jIIrPLRJ=<K8F{Qd|OahVJ{{*@=CHkM{*HuiCkl~CrbzB%496u
ziO~_a75hSbAg_?LgPs&bj6vyBLO$s(Ga0pnQ;V!%>jjwl2TIwI;6PL0USFDJFYZfI
zUT{7Ph;hJA@Y%En;5IBiOTY|>#->?nhXS7=su`k!VN;3SKF!8D^27_H8NuJ*+5xNz
zQ7v%>yl}Hs8ge7}4Rq=3lLSuutZ3iDE082baBd&X>N;7O-|a+K&F(91)--@SqnAfz
zN#{f<DOTQXxm(0oxm(2c@=|0^ugLcaw*`&=zZy6UZ~fcLi6H->jZ=|r$40_`C%_nq
z)v-l=C!Dg*gn=CnS`2MEe(5Kx;N?ym9hQJTk<E4#tMzf{{?Y3<xy5z!!AT9KgW+Ze
zH(z2UP13`^ST^m&UeSE%!SOh;pn_4-0){Y>=xI29jRN79DZ6XMI!a!~dqdqoW1&Ch
zvuegE;Z&9k!Xz;DO3Wvu*JxnL?FeMBd=3$$mf1@Dw7i5N#7pH)ukw}?3TAUvM)&fj
zpeCH|K-1Ut61zw`E7}0ZiHc)>-2jvN7*h|osS{1=ZA`_N!^zbAI`wmyzcG~?Zj##7
zz+T8yDx;*@t$`Dn`ngS&jWO_aI8z&JDs)5~PG6>SED@=i_A<2Gffj>yjBFvBF?vFd
zBnGtoNx;WduG*ffU#GkRhop`b%i(56(plLSwut3#uW8m&uc}Pbj5kd)QM4kfX+FY4
zz-yW-fXg<`(P*ahKC%n)A|;^2l;i<|dIN<hs8|B`CQb~~fGIjK5Sj*%CNn)1ZTXe8
ztH*j%w4M`J0d2=BHD_@!=SxU0fMl_U<R*gVu$Ouam=laU!HK%su`${`<EuGjU_1x%
z5F%nE|7)h?<3<DGp~E)4i!to=QD4FbNSJ+&B+z4V5)i^JBZrygE%`G}*QD-XYYkgv
zk|;SMTd;FdS9pSUV2$7igd|`dPy@!Qh<TiXQM0r`6H9(a2^%a)2q(q;J6mB@1RGW4
zt}}=K6EQh9lms)P_Q117A!9rKc&H%i%qfT;Pys;t0@wU_sLv*lv%IM@hs;g#lGjjG
z9m38z^J9hSvz`S!j~GkUF2@&%P8yCU7>+*|b;;uRe0U#^<2)b7Z?n<!txlb!Iwf-X
zAmpioi1-moQ#EIXXa;pkKx;EWXLz6|5_Ib{C%c{7`rBEYZB#6#<Q-|}`G)Ie)SsiB
zxme+G-Gx9^VZpKn5=eamsV2jX6mBy7A%9Y<@h4{sSBBqRer{vCvT5%Qn2!D7cZbX<
zfWLefQ?9&lV=9hfNSr(!8}IL)H>0a&os6vXWk@NO^doKh@0kwYPL*bB3PpEQVpWDO
z$MDrXH(z(4I*+e|HvQ`I)d75^dz6Pi%qySvVcUY624YsDk^fMnT#fwCUw?INUg&t9
zRca&8lSXtK`K3(Ic^>Gc1l2~io5~a1RRtSjYi4cdqdTBxb1)l&rpCv2#BaTJwsMpe
z-5Ju$S9CYKCI=EbhZpv2bk+FrkXyoJ-_SoVBqpM1SZjRAe>xaoNoNU?3|lLy{T{8@
zH!TLK^|2^7iR<n0+lPP@^)-T&CP`O!{PKr(*_mM(_2|vV<G0aJG7p7d#6!cYN;}~f
z`~GdxbvfXs0!}6t!CloBIMZgx!ikOh6zc52e>S6Zi#wpM!SFI(g1m5xk~0+T>*0Vr
zHDrn$-$VxDzSANtEEaLMd+})ZLgBoiQF=&)$$Y~nKk4~E(hYot_p>{1zC++}`e;Ad
z43{xui~%zYE0NO{_2!HVU3Ie=_cY76XG7Vv4c($VAH#QZB%ql`0^G9kke*VhhXdRl
z;GLrsc&=<o9vW_t9o<ID6~oPDgMkKQw`jki2on<6Q}4s?#iLva0nSAuRHG3p&+%?^
z2|KvTrE1(`PzI=Nv=TT0l62OyJ;ptz)Bf5KvHIBSOZGc)WT@^SO3>bsGxc9$pbxXe
zLKqRSJPd5Lz=FzT2tHt=2Qu;(JTogk$?@(`+0z~a5HvjrqgMJoFgmZXymtl}I$bEb
zU`~la4v?JKw`^5HBt~nvCS5PYJ~tS;gt;$WMkFrx*O1^S?vTN&q^jA~8cd`2%L}EJ
zu!A;3@E-e%$v{FhZdkS1LyK2QY31}5&X6!uWi7gkR(Cig#;UeiB3Y9qOLh&HjF2o5
zQR%Z%LUJv6!qGo|0)@EaQOL)dxxPvTK)R#87MtAmd?kHV<KcQ`dB1L?slWG9)(|d>
z;A4LP_gDU-kXBOW3Px%kBDhfi^*k<(?Cuxb!&i|*aS_gl6wJbQ0nAYZQ-n&YBLS&g
z!)Yszh*y<V*Bxo-`4wwYNNj+v)GRsLlf;Ee3^d!ck`VKlYFPt`DbnW}KJTE<)qL)#
z&uBs1ueC2)E6}hgDwyu-ha8T7rClXyA(FUnv@KdM#R0QUS*^@#p(J*CY6X9nFU?B7
zl4+;u7(=9Xg%5}_Ct+tZ?GWGK_IM8n5(2~sUxM&8&`q!+Njg1{W=!PupV=5HteLB*
z?!H;_1+LADIVPR+$vzD{sO}TcZKduf>vqOTIF5MD!20n$r5seh7#$i9$DxtEO&Lg6
zIydGQwvrF;WmOZf<q5!v_y>{!osqy}NK$`kBtStP$FXKZ)xp}kTI!K6;Pv|uB+#bo
zki<6KA9A<B4uY-?&}nNLiCjvY>TRx9`$5>6grk`~gx1#2E3G#caqvyLiGDJQ*UceO
zgF#R!OmODT*bV{+q)g8~fPf|li4G>iH8LIKa(H~MU^b;ctpz^0KnT*7TqLkj1$U#H
zTMMZrD8V;-f<ql)B=9>QZB>uoT5U7k-U^OM?xrc3&shVq(r62?$%@E7_rjP2zLD)B
zH4IsqH73~`Nk*&#h%IwvHn&t``k6#wOFQr_2>0D5jBxh>ogx4?Wygpf9-s(T7_inP
z{vw!ZUE)(&Iv{a>dz|Oyx)MJVOAMf=1`^&%iSI{)_P4d`Y=8K>t-L8mQ(V+LqbdHr
zJgX`0M3QNW2Y>W8g@n4=-jpK=6P<NEkkYU7V4T1t5hyDXYT*w%TtdfQN8`lmy%C1z
zZK}w7(ix*(V=jyn?_#T`t2s;dsDFSknxU!peng4Odwvb80fM)hMJx<+rO5eD0RAIU
zuU8o4NjYWi;;yoRZ}4#Nb)DhyVn=jjwX4e<LIvVs%bs$DJNlm>7E>2;lwSitaxnE<
z+k5yJeG>*0a6<1t;bO@nmS8;WmGI)QTC8>Eitgj&PS<>XQ*<9$0jcmI|8{iW9vh^U
z+~~f^WY3N6n^GjL3I-5kglD0()#$zp4RoMUq-;A(^RpxT?!i(T*}$o(wcrRV4;SIw
zZh1>#>Dl<jBxNF;R2}Q?{ynI)fpnA2FyznQNMb`)AYIJ>;5F{;?^G0n<vO&dOej(p
zb9AURQ<fT~0C~D$Y7e8BHcY0U?<s<>${AaD_TOBz9|_uEY~c>`ZEL%+g}b;(ne{NX
zuu$6>y2Ggq2jyI+RgvU>=M#yIEi4mm*_%caq|=?CRUP1o<W4rZ!Ez~NC?ZKu#8HA}
z>63JLlc3Nq1DsuUlU6u_0@v<#XVxxLeF2SRg6`~ru7}jk6u{ltr&Uyfz{<FdxUP(s
zeF|=ethm+<N$kyn^gd`xHze^MC0=SBc#?=4MH^96XHk_VhFeZoa64K&*PxDp&_rLG
z`$7}{@pWr$emF_Z2u*wf5|!OybBN{qhm{!BA@}fMUHVrIP3%@Mo8MN@#p_C_a8_vI
zSKHD^?v=XCTsOwi8U&@o6TANauJC1Dwx}LyDTNZHJ_2%)77HlXop<>y2tV%cBJ53s
zH)bOox0@hL{V6-^@4YqaB*{X9$ruB4K5@E{3!bl$D*W59(X%8MPNH>A!yaK%RLB_q
zv<|+L2YwpCjU)JMGI&~qMQ%|i=nJHW8y$VreY8K*{M5aBCQ|5UH&fliQcAXt-uSD4
zZ<e|%J@DrUZm1hg>UPbf?$T2Qp|tn#Eb4~jrmi14b~kXclULoKt)TAx{ZOGQRZkyv
ze>(%zU5nLVXWt#sAsCv^J<X%;J}Kyz-JRelhwK8>UF21F+d~4rS=kNqz-JQN(9wm|
zeT*K)xoiiIx};BbZL_HR1!cBG-7EV7MupMx;FhVo#{>U_;D)+OpkXQ8bP{sj-aapM
zUP0e_Y!c_cyMG%zpNs>$Itt&#M{S89^2_qrt)RB2SN&02L2YwCm$`#|)GnI@YJEYd
zAHz;~n)xN#i@G9q7noG&kT*vV>XMTUXbksnNiBX>W?6&F>EWmy=)Alj)G;2Jr4Iy2
zh_&tlw)aX+K&fgg<+a%T+o~YcH~OM3ZTesCmufewm=Ad14#7?E=vnanaLK_S)Q=q7
zt4SB_1)+Yqw^=+-&@uh<3xa77>We9K#HUjH7%4f@BBcYhHEaM0Tts!kwh@YND-@}O
zGzgXOwxg7`(~i;vqv9jwV3<qlQu~#t-FE#oBxf{8FkOESa^-<m(F^FHpiMC6GB3yZ
zGEn9eFXz=@&Tud1>0nMDFK1pbr;C?U7R>pER;9F^7tFc+bC1D$$l!Tw76lzj(AL*1
z-DoY|M}g%_nNG<lqn9>-M79?E=E&Bk;Uj>|!JuADjC-rT$ks_v4}_2eB3pUMqYfxK
zmSjY>np*&EWa~bP+(x!`cVF9q=2R#56}`6-0g>F%kv0CBN>evL7#MFtHU`Uk;1#I+
zz^@u$_WPP!;6wE_Dj=#FH@CgXt-~+cDCw*Pwp5v^${js0LKYP=<`EULPzu*8nHstp
z93boyJOXY{(z&DqUg}!REFlSS<OGJ-Bn2IrK|^pUhYrpQyS*9tg!@W!Q9C$PILge8
zyglE*J@3MGvT%aW2Hy@haCe(rkLW(iTxVMhvI^CO(4Z7cM=h5A1LJYiXOqsXl3i@c
z0OPMB6%3>YNJ$g(+YN~}=64%DZ$-?nnT2F1=Ksa~LVOxpoJT+Fn83c@7V|s17aJ)@
z%<ret?pZOv2Z<qVHs;p>UF@>at7Bb^X9h%TF^Nd<vGthWIxL6ep7S2QxtQPCtrpvI
z%r8yK1W&qi!@-yvHe$u3ft#;hgsifKnAXrmh>&duSKy0~ov;Qjn|uDj2-&B(kSRw2
zT8)quZ2an;Vv`8j&cx=0(gq`BXJC`NwFueeO@<5@?!kDrTVrtK*#BXs_Au{#g2&B8
z$WAGuTKszvvik$a<|AY~yS4ng5weM%5DMa*{Jj_ag}aZN86g{Mt_*Xxm@v}WVPm#z
z+NYt?Lro%9!nyF?QcAzYDA-|RqI=jo`%ub_{bcEobW#5oW^3%+l})SdvH2L||J7l(
z#=VNSu#x4#SldCnTifx)+V(`^e<9X3cMWg!$Wg;{NR%4(*>W`RKAF+Hh4A(`<&7~Y
zT*Lx63b-xzOL+13#H)DGyc3S1ORrGqq|*mA>$*j?+2rYYoB#-(cyUKrzEE&?qf4WC
zEsAx!xzW7cZi79w$FOU41@`iT(Yy*SW8Fi3V8|aKY-nu(qyCtn(Y$=p-XuTuK1NIy
zOrv>2W>0na2fy-LHi6L@-c7h5$uNR&7t}6k#DZENnpbeSLA6Sw?93m9kR~CaVAj|4
zCn_>Gu(r>xoN%S?^AU$=-UIMzATiKdgL3RlyE7G&BX_v^R)h&S4V0_mei#BO?-(hI
z;N41Vu_ot6^Ns>@vb#(~X3cH_@!DWr6_W^j!TZz#cWdb#C`B+jx7{%|I`=gUJTd3B
z(Yd}>EBnp{nYz)r+hhs<0y4@T>;4Z}C3&nUM0>f>xw{G}HaeGChD$g4@)+ULlq0Hr
zREGua&nTYS4>Tg*>cKN;)yQGMG`!&U1Qg&POT!)>4Mn7(WrB{2Zxe)Wgkzs#pi@z!
z)z(R?mEsa**GNL3NQ}f(DVw1cvFy14D!&4R4J21pb4XuZ=To%KJLfSCvO&xN(wAsB
zf~eZ1cZkVKDX=@3?3g%L4NhevxZ)Ym-9Odu0$>}htZjvzb3kN~+pdg>Iii)Nl&3@M
z+H=>&Wqr0oQ^jFC+e~bb+W>=TWu~g8GFq8<Tup7ivzUi3T3Lw`ZT$T=R*{0y%H2$~
zazU0>`J<J`r~;{sC7RZaR<3*3>YR;MX05K|e%MJR=Z4_Eid#@@bAhdUDa+T;{HrT)
z{Kyxr?4$jfX3B%v5}Yi4i*H+qR`y{S0t`H%@ZL{2p%92xzEsrGm<HU1jaL3b$kbaA
zawx<ehAp+bpWYUprcedJ(@P=}J=oQguHQ4820$V(MCP(wl5yR`Gsv(DIAV04kAYiX
z0l~=9jo34B-<%0|Ix0)ebKz)nggZYI?hwFbMmirspfi1ILkBWpyw+H3FzxPPawDBn
zkWL`dx#cY+m>^~=hE)XeM>=m0mMjqMlyojbK{LoMr47zp#jf?YL^}U`1Z3m|4%cTz
zI<G*r01&d=&Q$^d-Oe=_>0BWwWQU;krU3Hg&?8%y4um<<%^B&u`m3#sblw@Y>B{BK
zm$J2aUQc!oYiv#4hW_F<;wXf82=DYyB{tc@A!P~x+z{hZx(LF$k<On;%y5dGq;5T#
zcx!PHJAmR=BAx%WUb5n0#55NKBAvy5{I*EvjZi4m9*lIp;!R1c!A2;K0ti`dr1O(P
zb;LwESG_?<jdVVfYPZ=)=X;NYbc2!3V}Zcxr9?XK<|(h*^Mxp6lyVJ;%{)(2zCMCE
z?;^~3Ye9)O#+Xtpa!u%Iea0h8U&FO{_1QThox6iM9SkPSU~s$9NU>2sF)mds!mMjP
z+pM42Dgx%D^D(v`&6;<o8{Hy>GI;cg*gZ%o@~Bq?i=M%AMbWTG${*=`7Ltq{-ld%e
zBONPA5x0f^OOeh65t#`BM_J^@#{cgEo!`KMjKnSdj|4iO$l6D6^1!3MzctV~cVP0~
z!-0;23F`#Kn(rUQRMqEsBjI>A8<@QA@LV`f_u)8+I5Gp1*W@g=kFQuy6w|=uV|@Kg
zC!`w1noe`}b|*H_o9m*>Il-K_y_}<%;~J%n6Uc3o9}cse$vNq*vdLLkX${)sbP~K3
zHhGkkl&&KR`!Gc|Ym+;BMJA$1;H=-;5m`3*Dw2$VM!ue9lZ|4NffLxVIepOuWSl`4
z+r!ZG0%RpC#^P@gOPW)>_FSp<_v|z2cp3mNooM-U{0Uu!d53#gdY=Z+QZ;8XGN5&3
zb-S4%_`R<nJw9ikq~k^eJv_S@m4S<-^H(f|OXHXE?WvcE#Kl?uDuy<D!eUTLDvn9N
zkPO%Mx%fPMRYu4tnlaHOJJJzVN#`hvFV6RLAxx}8aO5?t2EwX2<Xq0qyPzTyrw%me
zkUdpSB0X|Oy+&4yOvV?wk5f8geqk9W8wdUrD7Ta%;AwDVg<iz7T>GT;^I#}uHm_;j
zN4Rxc_?nk+#D!l--;`G{>lLMEG${wJry(Afh)j9}$efM`>^=YTNYZJJ8=JlM25mCK
zgg-F*s2h>hdgG-!`5W&CvgS$abA26eh<#UIE$#EcX?hHB8!<pQa>*Ctv5QQRg@=-6
zIV#^*lEkmQDBez`xdQIT#3G@~WsE~t`A%%Xtmh%B)U%>w+#?m)p9m7{@Kc%#aw($5
zsk`}s%_L)To7vXOY_yq*s#6YBKfK_fw_LCFrCHV=N0XW=uM1-R?l3T{#9V+JXCxtK
zuA)t!=DTHO0y<sv9bPo{Zb`uX*P^leQpR#%CRa3eCEYs)ecnOz`I#dT5E6*So&lpV
zMU2;Ti`bEf6!Ar4pNAp=ua_2=P1C^qu$~hpd#XIaq?eIx$8Q324PcDi2C~U=#0bLe
zW30ybF?HgGwp!t=pE$RyXzW?5fy?^*|F&rCuf;GjqOt!#j<ytyJxiKhW4b3m(SB1j
z_F(wujA-mZ&jUwRH1-}$JzPdCh`XLBCWT#2rs6QaD32SB{p~8GW<_Iv$kdH22t{)*
zYF*9L&uuEVIoY<gOl`2K@Gp`&kEu)e^6x}r5B>`s9nM;czKb(i&L%cd7YE}x7>#`b
zgo*+hC~u>&Ulpw=!N4CIUL2ZhBycbqI|cCouLMv(hi1x-#!jwe3u6Opv(ec10gqL6
zK{kbLt}Y@>>ZI>%pyV!Rm723(FlS;WlKng+A%f<xmwMO>jO~9u8v8X-@{DNgqsZ%)
zqOs3~(x462P&h--X#anS#{NijG9wy$0-4F?I2et68Fk8VJerN3Ga7pwpsY@baC&%}
z^9}13oob@kdS!xsLo!s!RugpVGzZ2ab679xK06xw3ld?YmTfflSz;ty&kjW02cxm4
ztzb!weLjwk;u|=M|25Ir1%AG4H1-W7IlDFQ0O6kSA6oA5brl=pw?t!KfWo$s#nb(s
zqSTh_D(&q?V;`0Y+SLPH%l7snoU`vX;Rlb+B=exOdibr6#(qGQI$R^C<f$RSXzV55
zVO#)_!0YQYcEguhv!M@>WY{`5NNX$6*lz==oX!tMV|RbwF01E?#(oin;H$S7jeS4h
zWF&85V$E)33!G^)oauig8avbs2L3M^n|<&9a5VO(&x(Oc7<FGU)~smk`|3Q91<UZv
zmEFxmW8Xp;wbJu|(HX&a?_}c^W30C&Nr6z@TC+_#8(uLGV?FU(F$4~X@xPTAYoLQ~
z%^73;$hDHC^WLl&>%!^G)#U&iNh^Nn*yli@H%m+`l~+4odQxAD%?$8<zLLHiG1kkZ
z2297YW32x?O$K^pki=kb;`p}U*7@5Qtw$CF(9a!e>xma{O^o$Jxniv6UBgPVW31aN
zG0;~(F%cz3Ms7=0kKhI|{?+GdK0m0>Xu+g2R;=D^a*iJ_73u!-ha1q2!Fb$%B8j_Q
z+oJVy#8{67Ueh;d%L4ykUz(NvUQF}HSa0tGvZC9x1VD%Q#-U#`!R-17OCR|Xgs+#~
z1S=BUAB{Al_?OUTOwN{LtRE)(*)i60zlOTsuYHFI@DjrLVyu^cD&?U1=D5XwF2?$0
zQE{1P%r(|0wVQdyxvbg5SVuvokNO4!-jT_{HtmHZwrN(3^-e&i@|ImA#P6`M`jB3v
zgvtNW80&`1P(dKZ+NQJ?@%tniA{nkJWP3<VLLkPvjQ9c(zqJZjM$IpEb7ilENiVDu
zJkTzT3uH34r5NiWG`H4ctjA;M5?Fz#Kn+-R@b868Wu+?CmtY6p^7CdR*MD=2^<`60
z4TbB*Si33y80*swSZfl0akCQNhNS}%m)#{3)ZNC-btQiC+TSYiBn{f%)@B7a>D=-s
zTX~ZJ1P6W3r!t!2r>3l?_yS3$DT-N5U?%`$u0kx3wE(vpW8DO#{upbHW4i;$0gywD
zx=c07i6leSQ%6!s@$KhC$2v$6H6@+f_rkA9<ok0t$(|lSujfk~w6AB0f_22lE}e51
zgHHXLv^@#uQR!Anf;$p_s-M({fn(D7`6Dx^#6e)j`ATBrKYq1enfLPx@O#+f8K|dR
zD1L*YeEmT1T#roNP1Lcj@icIX5~pKPhrc(C;wiZ`&gBxqzMSj*<C^eI9=CvF3iLMx
zCP@Ldq9XjK$?s<J50m`0ZhqcGt?(;}|42H!Oa3}He-D%Yipl>4n=X~%Pu%<gCjW7h
z|B>YLSgO`P!sJ(({ECC2IzIZxn*2*l{@qgkGq?N%lRwVnPm}!5-Td=Ret(lcN%Fr~
z7Q#B1^Vet4!m*Xud|w0C-NaS>HO|kf0qLE_#8&Zr&!>LfG?pKuO*+>TKJ(MEgWU!K
z#DmmYGo7zr2<R%aC}10I<kOO<4WOfeW-TK%oP*Z4<p(eDp0D-evTgdK00(ZUGW83t
z?mk@WrCMEB8R*Al+yBvQToZhBy$m5(x@vs5J{1}bk5*UC$i~&xhpWto>qH-}xqe($
zueQ&|m2gDH!s8$xu8uxjWBs_S4kiUSAg@v%F6T*)$E7~mh5WdzzFw1!tFI5&T|Qh>
ze7K$#8jZZHZV$-D_2CyDkK=u~_VVGnz>mw?!6yP7;IZ0=tDO&5qfd4{{J5;m+@6hV
zln>XUT2Ed#0$1wqTwC@QL*^pijw;vCe9mWu+8qyLeIDo~nV`cw&~1aDM`VI->w$hw
z>3CRo&IJ9O3@HK620_<9kwNRT9%ywCba^IdwFi1`5cIZ8&~rV|LxZ3fWr7~+fffWo
zi!(tBJkU=?816dJj+vmJLL^24iwWw*M{u6nB3)<3_l`JQbUW1}aKsy%xFMv4@R21u
zDb(|xxDi{XZWXfiXBL3|_?c*Of(q~gj`Bs~`h}M&Z~CfkaKRY_bk7_%v0O}NPf6Kd
zWXGO*n<U1~$At{AOj6%bc$qw!s(WLr0^`kUz<bF8{DJ}(l3ZN6g=*zd32BdFIG}o-
zpHe&PkrS;4mk=)lZmZ4U|LmSZmDCbf_7&GcKd2PuMY>uN_rdLn=W<~V*Wc+T>QG_1
z;5vL5h_cdMRGjS{5eo6f8J<71lfC5of=Wbt&3k-yx8WxOGX}#as5O90-Zf)~Iv$1!
zV6Y}CXa)g|NpNu$l1jCj3aZb{Rn!x^yXlVI>}_*wSh=fD*j;d<`^`#@W+Lb;v1aHy
zfAu{z3JZyKwpSaC62XHUaS~wKw7f{4-QdNiZF$?1b;v4zw6FX~TOKT+8q8H}dE0v>
zPspsli?4j!%<_zc5c+M8H9M>POQsB~TS-j`@ZZCfx4qQptnzVR`Epy{X-hJ(hqS9H
zZ+oT=S>=!Rl^<!#=Y_O<sjc7kM#<xu;SVS8;w#@av-}`i-u6JVv&z3@$_W2^0DFM{
z-3<M<*BPBvKJF`Dj`FE5g?4(m1aV$UoT{LoK2HDU=9G9jF9vgldO5YhoISmq+k!bA
zyqs%;IbTr;l!CK@Id6J7kzmeZFXw<@&b?mF4$RRbd~WQXXG69PYpo90QD)oYNRPh_
zN0W9Vui?bcHn8QV*z(o}SB}ptFT9)bo7m(mk7htMNoSxfZ*8zVt9;VbN$_Qv<(qc_
z9{K=lgCn!b&-Rs{ky)Pc9swI{n^k_aul(@L@>6ViYlAC~C1Za1b?}wnM3p7~)&{@D
z$#SXR+F*HB`J|~+__yV){F=L)^411NW|g1qD?cN%e61~SZLn=t`O&`e!!yfIvE{7|
zt~@4-e_#1cXzo-yD38z5(o_MpfXR;pZ18n2=g45rGhWXA!JNCjob7@+<z7z9-vagg
z!OQtLm~*U`vnrT#u$S{lFlRR}r#hIE=jB|^oZtalo|{CF*#s=(BFJpK{OC6<VpYX_
ztE#BRPhFugot5)}0-;vSieoU~bmtFL&!pvHMxS&(A{6ye3Y$U4ga?p_E?=<DAy$)d
z#)Do43RnM?h4ph51{|r6uryG{HG}n3R0<UpLOhAV6_ogi&rxpP-2@oYFvY9th>yXp
zO-VZ2ufZ!nQ?jCPY`k+M{+zHJuZjrbIf{Ql8Q%0(_z|04r?WN~@l6m#CoF-+lavu<
zE$RIDken+Di`uzm!YJboS%fmIQlOwsv!xfKw9(MIhw(Ub7268K7<(4=0*p=OV%rbH
zLG4#6aJU}NwQPZl?n4o|wim<2coaAGDNH-mSQ&l-O9)Tsaq&U6#0xAz0q1|wrFW?A
zDqV<JM4NX$Vv`umuXU!(CK035bfz?`j{@%~mE?~=eqhWtnPjTzeMY?A-FWWU%&aZl
z^bxDV$8w81=9!xdx$0&|ZgSDab`iNEnJ~EYIqL>Qh~ji&fo{0pk1vGabnVXM=FXXd
za&FE*lxalG*kj?hnTtDO#Ep;Chw*W6c{Z0)AD#@a7cVK1;xLSGbGooRygm=oYG%7^
z_>e4N;a=Wla6bt3;IrZQs@r;RPgiL)oSHhIpuB>*xMLbM2QC@eUP#qdzt$v#k}}e5
zsT|+YchXOngLo1Lfls6`MG9l=OPY**euM+G`kHi}EWoq*(s{wG>**B)5bKr5F+qAL
zm~>_nQt&hwJQYbo%ce!WNxEP=7{eJB#fegcqand?GG1eeNS>Q8Nb;A1Qj~w+L_S2f
z1qytBQp;@G24$ec;d-6W429#edEL08YS!DOf{kQMHSsi>t}OBezRcZMnw^aaj$Zq~
za)i>-bSr5KrsmsGvn~Kb3WYZHQqr>$r(`faq6ta8vrsRpEnn5w&Pq7f@LEF84J1q@
zvTh#ZYVkCOlUU(C>BR1aU5y3GHKeTztuT&tl&W!SVDGx1iu6ve3WWl5J1pGtFA3L+
z$qR3%NqH`Ey8MHrBCt<X4y$N*pX?`{zvCbs6dMc4(^^8M?UCJr&ry#&YNTf^S}qoC
zvSt5b%1-r{jq(EBCaj0^pEw%Cdzs44HU&;Vff(DfB_cO!G#PWxv=rkp7XHjD<^x{9
z?=7^|{vkja)-nzr0VgQp?F$xO-Z2vUHd655ioucPO@ku^k2T=oCp1r9!NL(8%bP--
z8Y)Lv8*+VCc0HGDM3aNCR%q?KHMDl{XbtK}d|W*UhShF0!B$n8YUs?(nqIY8Z$9lF
zCaQXV)s7A9T3s0x&Fr>{+8lc?VAX8)f(D7SU9a<>kz>HS^??jjj<)ObOl9V@1bVa?
zXtHEjo&cDDx5sCTuwHQ|3AL8PJ0ykvHKgAPpb#tUggq5pS^=!*T$N|1M99>BIp%)_
z1t(uRKoxq%AKGfq4MQ_=O8Kq~S@ot|RaPym)-x|IV9nLh*9Bl9w%{E6jaTsR60AGT
zhzx1Ce0(Hh_%%vM*CE+tLwSN+R+;gVe_YkUmjT-T0IrsxX%ThLO7a>YrC7zaQY-(G
z{#o-#t`4lqpX2x^6dhubBmY5BlR0GsH>A}XGIjy$CXJZpx1kILQ+y8VixujxNyH}`
z+ToF`Yj}dw9lXVb9(;x>#*v<kzl@;eC4H8TrKEmT@)^j@95>A*9V+qbMfe=B*+JFQ
zz5*6WnOC5M1!k^dvzUPvoghEO1lNGWRotzr3~$8fX`_ywc(;`F>(>A=X%0Iw9BGmc
z8efCp{U^;BVcLvloHGI6G_+O*Bzpo=(1pdK-=hSGNILD@OnQUv;+}nO_ReJ#Iute;
z8gKU)b$tu<$@*6BJ8U07Fkrl2Y^0HoC({IU12N!1S+|SO-9P*TFj=xD0f{(p|Ni0J
z+cO!l;P=Q{p>i}eH<a0=9F(1#?PtHD4k?ihm-%|3z!*v!M0)M#JosuCUUx59#97A4
zj&lk`O>Gl7L3V4LD9B!N_27}Ax`xZ?G}egznQgZV0dBV43ZPIFU>3^uStySu%3X=F
z+Mv7@Fb3t$9?GQ<u<K`)Rd$;8D<}T_S<HaY3Ok5E;<z&m|Jb;X;y{tAmCx~9Db}|@
zCrER|77^el;t?#kh0MOXh|c24B$KRNH>0FbCg>@yCa+ZiPtoyob+sGNs1eU5Uzhr1
zeuPM844&`_7W+1AKxvi_EEde_1B(pGrMC%6^-F#q*w&W;DV!^HSx%L2(TV&2ML$HR
zqcXvVtkl(5&v7*nSyy8{$B}cXB4Rtcktp_=?q?Xs_zGAgpOJGd@FmSB=xWf1T2nWI
zMN7v^zQ=`sW@cl0*;vW?7(N$AJ>Wb5o;B>0H?<}C_}0$r<!jq=tY5xvW2YA}*vGu0
z57cb9W><BcLzTd3yz+HzJH6=PwmPKtCG!m6M04y9tQZ)HLKN{C$C;KpZ3La9>!@mS
z3+_GWU}5DlrZ)Bs3Mn7N;p9b-7R*Tq!Rc-UG0CmapHXE?HV4LCx?>QMOP33m$)9E(
zJ)~sJO1}!Xb=&DrU_;ZeJX|q_SLIo+lZMno%JWI+s53`*BEP`+WyNdamFfD04xWrK
zWBc|EzB#7PUj@qFZQP})$=jD;ypcKeUXh4)=d-d}3v!37D7ZC|!X7Vsghi&!<f9(U
zWdnxa!YBy;`CSg3&VW#`CijXjGA+*IAgG0{ALR(@H9C{K#i~kP!+TSmHS6wwfkvAl
z<S!76e##4F$+V!;VN}f=bd})`@y)N$RpySLFkf)ah?<!mjOlSa{Fcxk7+n2$t80Qv
z#%k86=5!}1@-J=q=Tn?9DF>8My~-$|GWts*wMu1F?}-ItNc++VQig^bOFIj3sksK$
zC!K^(I&V@sGr%Au`({8oKY@5Foi%VaaY&v+RgsR6r_#9&JQ?ZWLZ~4Bw|M+ZMXUep
z@y|NF!6mw}7NDovT0J)@AT}dKIrVuMPy2Bi@Gl9?@pWdg=%;ah^9#3XvcZ(@od)v!
z`lsbB9j=&&NqfBA^OND5CH#xS5&lbG26yF%93!zd>2ry}W=&Xz@*!uHwCGCqt!KPq
z#xk+)X}JMzH7+np4_sV!5w7}c#Kc=K=Q{<pIG5b)cACBLX!_yVKvoT*6v|Z}fiqFY
z&kFtSw!#Sm$inxLvl}S7tN~h}3`V!ot@dP@5;H!-h%QizU8xFIv;F{K4DBPnd$VP1
zHH$V|=G%g8>GHxYS`o(iLR+~M!p(2=-?28qL8VI@#=0T*@{aLZ55O^kha|-%H>-CT
zjeDY`iww%9NOa8(kV!-U<FEb6Ek6$jBKk23(vS1IZ?kb`jckJm9~Xo=Q=M}YNaPT$
zi3FdFZdPwOxywb1F)o&OS9SM>^FA+Y1;$Ac5gf0mh5K)xW}5V<*_wcx3Z=<a-ub5Z
z_F5cWN6Gh<Ru@K;sO1cXm=;0k@Q2}AvlO=oy)#}H;k8rwx?d~Dcj8+lS<C?_q(;Y!
zFMlyDCck_yGVk)sUaDYW0#;Wrn@0`Q@@lN*ErR4xhHIp90g|GWp8Om>qj;zCraW}=
zC7LxbkcwU!$g!l<0C!do0euO%%59qA2Gxm!aOIOq2_zPxu=4U^9(bw7!k(}o>HchC
zH9bO2{&lpPj<Z22L@q<^YhMulfwX&im&FO1{2^F0^O^kBaTF8u#f4mUoAo-_Usi-a
zP64x^7Rk0^2~{IIj#x@V8WVdyT{t$j!FlR?Ea;a%-*HU&`n)ma8#hJ2j8vT<Ede<f
zCc`fSI3)fFBo!C(d%I`95m~;jt$fH_y2nP-0Sp5T@(k%*aU<(pZByi%vd0(3$D#BK
zk>zVq`gJZWk;B)Vsi2`e{4zd$`Er}-bKKK=XW!tuuX@;@xbzVdM@+IlJ2*-+22XOS
zzqjs7sRhOkyy@6CZs^YW4G6@2!B%muI7*eK$tn%=j8^c9Wq=Fv@o4JwU`^;AsrUeE
zobb{=Kf|imIFH6SuUy>BmYNuBsRm?KYdLAE($oAe$LPy=Dha9rM7e{e2w~~1ZKSFP
zhme{)WM%0#k@7S~PHUVFa7Aezs`N^L{hg~sC2XH!%sz)l4oK)B3J-3}^TS0VBr~lx
zg3^yfHW|ZpWLVu2qkCu)BbF0va5gfI8ioFj#2G=thGOB31T_g#&f!2ED~e+J9H`?X
zoEu?`iZm-Tm-i0vF<eK99A#3LoTsCOgq~fL9%gknSx^MYn&f5Cp|BL#m#ia@<r`Te
z)5s#HE(T~h5Hf{R>97biZA$mf(8*t5jFQWa0!zpE>(|i<5dVC5${Nr!U#o1uV~wf3
z-wJdg;Y9hgM5we2Mo`P0o+(~=<3X!C+z9Nd*+pk?Afn^9eGQ~e5Ku)Zf`R5;iPW|^
zGcbZ~0UqMUwGq(Ea1DO(m4*YB<4(fVhb9m6)`EqGNIWGJB?lHPX<P+I(o!Kt(na1g
zMwWmJrK<5)X}sPoH;~1R(qJrR-7!}AOBO-lPvcISASECLq;~59IsjY>z~9NvV98Pp
zK;crQb>Cg7WBpYq*~AqC_C1ar<v&Ar@(g?t5IloY4eluacUY8T0s(g3!0rGTWHQ=h
zmPr$^cYKkqd|G|zD#IK4(h%RLn^E+Gc!zt8hnMOs<u7<g^&%<Y-Sv4i9lLcA7ZN%l
zq2J0_V=VkK{AH-LV?6va+Fd#rz!bV=g|#0rpihrlTy!yf(Gx*mG^zsBbDFLUJaoM`
zq864*$(_z9#*lk2E;YE$ZwFOU-$<;8U^#G$7P{MJ;99@}#vOw1JM0_ye74^ntP$uJ
z|BQ7chKB3y{N#WfmhcYr$qdQW5=7tH<y3e~hs@RfXbj3#ngFeYj5my4(gK)6ix5k=
zGa&;Zc@D2gJ!0Sr7779w$6zUMJ|U9J9(K_d%&728gD4Uo$oy>mrXeJtAIE>W6^5`1
zfc*f7h5dMV)sPidWIwC&WgEdV>iAQ$sqZDr0!GlEYGib1JKS3bHxxr(5HN$q&@H2{
z6dqSylu7iLN$2+~@EXwZK1><1GP)N<o2Ao7BG>boM~kC?j!&kJuM6t<<m;%zu8uD+
z_jFu1sumk)Bo*h9xmI<&8I-gboxIeqyIeu6WZT4^)5StrG^2kW)-HR!t{Q@fn9YJ3
zC?G5D3Zjsfy<T?$iT4)K7D&U|HAs3Vvq*4h#I8(2HEi`k?^h+OZn^}CDi3g|BeHCm
zK2YT2F4f(GO6}U7U8*~D76?&KFq{k^00<o0{aSc~f$k_FR)P_r4ynMuA@F1-spq#e
zkJ2RSvXiOH@p07UjiB@TFGQD{P&ST)H+0_<&1FBXpqpSb*U#4$kX75*g2}py${#ia
zI-&BG{DRqQ0Hn4bnk>_CZ{4+#99HRKscyu$_bHFlR<N=-9j%qRLHvat-$Ad5rZ_y}
zA&a+;EEGhxEs-7ON5&R3bZ@o=Fa8{osj8SkP9do7s8UY@#gdWu0@K=(Yxk8f-u{W8
zuS^%MvL$Z<MJ7<$-5Gk38fobeQ(OE7lr^2dm@5oHIhl@bpP7QyN@*~$p2J2_G-AVM
zgG>DSd85(IkK7EvtOx*l<pz*LP4KvS+6g=zcQk;1pjR=r#YrQXEmGSeS#^!Z-tGeH
zfXlYGPgF9JfwEyLAAN@_m$S&E+QILMIFK3kGIw<|t(5zEnZHm40wue6nN4n{rD7YP
z$h5~tkZI_6f(1+y&s;?_FthvC{gO3@WdK%ls8w^Y>-|Y*mxJsLn&UGi`YMSvQXYtM
zl=4wN!5Jgc-usqm0&IEt?lYRR^<b$JRPl9_0sE=HYqio-e3gzhmA>u69jLU2F9XC)
z4_5lIs+9WbP#wnPGq6#JOEGcT9<+p7#b4*y`&y;uC5qpO;17nH(Y{Ip)ZBD!Km^UW
zLe>+3Tj~B%soYel<KEwUWa>tc89m~2$7W>AJB_O?8CKs1`beuZq&?=NAVAu8*91r_
zA!(wRw!Lme$xPilfNiZda1bjC6gV?SfnO*YEzl;bz`z^@UiJ#SPE!rkun9D0l60q6
zpoRt9?#cEJx%+2p2MGw$3<=NFRa(_h=+5g{h}F&QEIU}OIxn83$w>MLpFjhWj$IA1
zyq-M0&aVV!#^zQ!vGq!i^Hutbsq_^e?m(qG_%guD<-tnX8G4FHJJ>`!fISE8;QM=8
z6~Ri?c@e>G5FK5?a9^bXYOcR3AOdHtUj(+&NWp)~5ccuWHrUYifRBU#ZC}D0_?l-d
zX$xpw3?(zQt`8eq^?F}XK=u^Yawg;`@I6JN1^z{o4Aihsjsh#a0`*x1{t22hNxIc5
za61dQh9K)cTka9qVXGyy1S}yQO7#!=>T9t!-il#7u0|kQQEepO&nMu3<fmK#GCi@q
zvBs|zDJ}+hIvNorrNfShrsne6kKENNT|4^ddcx3ki?8|sU5%Fq=sGk&SC+Q&3Uzhc
z_-KHoIN-Lw2C)k9DW0<2_El;%BC`fV+Ydex0<;bDWx(R@`8ZQsKL9|cYFxn<Q02Q;
zw8XEikK`zDq*vhRtO8f%D6pefU{@A!m2d03@C;Y?s?W;s!Vm4=YNHmbNsHk6q8we&
z(x}&V0l~HPWdQEnj{?fJ&TBeMH&Sl~UL(oXP`un8@|t<Al6Rl#y^uHBkhi;!iU4`%
zlzMc7ywxAN<Z+P!3kvyPK9d)^tTT>d?w?2<1p1KP?H#0jTQG6Cq()@zK@8)-hSa~U
zmh03!g!~H(`KSA+43PiOWdZU#ko<s)8-<dYYS~0#s9Ju;$^r$p&r#qBufWq;1=fLt
z%o?V91<F~#Rm<R7xXkX8&RcSbK~5Lh-360#2qyiys<mZ5`d74o`cWsK%W<^ghBwes
z`!<{xDVW}ndKG{^2Un4}a(h60K!`>{G^QRSL~KRm^)Im;9_h3K*$HOjfgj49P*1S>
zR7C(0?jFZ`C_UBSR#(*3-T>b`JUu}Hj?3~y8&o@`$rGl@FPiGLY@o@X`jeLdjosmW
zHhEz9kh!{03{;sd^dS{Tbzm)P54O;jrTsUss?sh#+wVD4+TV$^DeN}_GQy<&%Izp@
z0yLgSSwBgD3|TXG1w{QFMNLWH=wYE*ep_&A6VjW~SH$yAcsehXwu><;^N#WS5llTL
zo_{cZvjsj~?MVdQ9rV+K{WQgsYe3*5d>Mdypb<w&D}Z3rcbK;DH&fmXD3B@di`kqi
z??18f-zM)Xu2xyk^~)N}rq)6*+Qq%=iAWcHum+!6kt^|WFHwEmh8JYvbY4RCxzRlO
zj)m0g0Gg$(Bh=@J@TM5yJ$Gp<!fWTtfbh<HH`75q0Dw$k4X28$utu>mS6K8Bx|_|#
zuf|yPEgX)Kz2~nmR8kq$i;PAr1?ezz?2V$@kN1|vORj9n`y)8eZTY-<8~dbRrzDK5
zB<4$a0G@TwRZt<pCN{TS^neJ@8u5^k&bvRuI;{Kgt0s3T>vxbhqHD&wc-u#LHWDj#
zqIOTf*}yF1kek-qA&`Hw$>-*c<O5d+xyK1H9po`Q>(hc+9l$;sN{=Co|0C9c{wZCl
zvb(I8kTBY!7}hq5Eioa1!#g_{5A!47;d<xbTLqjubw(0$Cy%Y&d<Ja}Di8uvabHzC
z^xkY$wllX?b=j(__I0Z&@>SKT&(@I1L7<Y!L7;FAg?MGJtttDITUJ6~C^3}1MazmZ
zsiKs6qG}fqm1(F;gn%?INH79zp9^ZVLKVAE9dbeKsZhHvuHnl2H(di~5<b5WJKYF>
z>y17gdQn>7>cp^%VP^O!lv>r-v`Tv~kL{Diq-^CfPj6q^yS%0SjLtaSP<b<Ck?ssz
zE4@O#8K7PV&8IR|WuEeg9hDs|lGfBxq%sf<>&y609hKF{E0}ClcDC>NVF6D%3*N)7
zRw6Hbpmv-4`Y>LN?gz&*nka%!-2x)`<PSXbZFwq$n`lA77B*aEPigcb`@XB{YN37a
zCGT0^2xF9;lz$7po>xjF+%4l=W0qd1WlLigY^3}#;_e!B9M-<{4F79~>^+Q^FA)bT
zPPgMZ+G9n~+L2sqsy9OhHUoTr^SV2z#nGPbXfm{!u6!hmi+rzk-QH<m-ja94krqf>
z@c_uYI{mxgXz?@Dl<B=^UWD3J&#nj6)t>uyXT*$ez}^ja4m9ipRq=%cKsFSHeT8hs
zgBM}kF1Rg&GTXGlMi@hVJO{e(>ww88j87Xx7#2Oe=`f3`Jp}`K-Na7H;IIq%qOk{k
z%nWyBy06Y<h>FD)VAoW`S<0U~2WcVtakKoMbkZ2grY;2E8vHU;;!G~@sc*Pi)PSmK
zj0IfkFc%n~1OdME7<~7Gbtwf3IqD50m|D<I0nTrGm<HyOd-I#HC&84bt*<mp{hKXM
zRYAu%RHAb*e87hPEZQD$*d>-eY}?$2>gTDP*-(_mwXgBlKjB?`ezvZZu+>yoP8GHB
zul#>Z-Zb;Dtjvpi*erFw_po(kfxzi@j%j6WBlcVbG{zQ;BBk*PzWDUczUI=q(Q0s_
zix(KZTX~+RUIFQM_GLgG7r&ZOTejZq^fo|Ty(1yUQ$G6vGu(!(#gIQfN66QfQB@eC
znl0r-6;v#uxlcYs)izP{!m=5DG(IR9lTn$u9C8kyQQLU0{_XFh<HVOMZEDgPg(ME!
zt!hYYPg`i1w@0k!YG!?al<vNgomsMKLZO*H?YP~mz3^To#9AID+HDLv7l=dXuo3UV
z%;BV28;)F9iB(Mzilyui%9bgstl+zXHCi>OsTNpl+)E{{eqTfxq657!sJg$xo-^It
zJhrcD=e-x;d$Av&b6uI<Sqob9-`#?aN<$ajIyz__G?MdB5L!yL%)NsYTfhlM`E&dm
zx+=>NE`$*nX6oh}h5Q|8wapSx$g9rwGEnyiFHwt#7_y{aQ7w8MUMzD$vk4_F7nZX-
z5y@iMuOStIF*<F{><&*L<^?BeHGJ{entjb>Yagiju(~?Ouy(SKg8*yyoE2a#1lGWm
zMGqg3(ev(qd#P6_^$Pr1e2$Q#N}yc-^0HgPr&5}?_I_xMy$-_06N!;%{u5Mat<4x!
zxfqAc$)TN7$h)-@QQ&D}0y$9Kg{ojKI0?1;&oA~0A<W*pf1+9nO(-<&P4#*16<~(8
z9uw5o@sLJlbFHW7R9nB1mh(H>sNx~Yx0t!PJ<Tm><X$YVlC2wfu8vb`&h%O*&}?5o
zimqgE;noW|HIjj2nHqTsP-e2&$zyRF<$_yK_S`kbfjB=OYp6stPWbznoU6vcNkmdM
z+cS?6xfD1M8R5v!I}OceGklWtA}Eu&^C6>m!Br;3s`7NlK9#qx!*Y!A993^o`74d=
z&hd#TAiGD;2*|Emy(q9n?;qB50Fi9kXV?Q79L9U90#B5F$90Lvy(OrGeiZ8k3MejR
zNcDIz87Iy!&}0EuTt==H?P2$d-Hi9-V9etj>~6uJfOj)}&b?UR&FFI)kd)Qu+ziXz
zVxMyxOR~@TGwF`+cu%sGKIiQ?0dw>@FW$|9ZqI4O=<jo8DqF&@*HP}qs^uiCj=1A@
zUrB*@Jy3&G>GlpON;JC%y7u&Jh3^gt8k^o7CZD?p`V-JwOVP$jIu%+68}L)wW>ybW
z55vLuoZ4hHIW}jo*N|JO&^xQ)i$X6l3jOCvp56u&`u&Ms1_&GWJnHt3&b;xGRp`&@
z=50%8)2QafIdJqOTqg4$OMfxh=x5_V0$Pnl6w&H!lWyJG8>ryKcb|{VuAC#Oo9>hh
zw8>_)`i0xGwE8C`Woh+dw9po{I>C}Yt*&3yidJu`Bw!A${+`OYd98j_*~-xBFst62
zR{tbbx>~(GC7P|(e?2W*tB;_9Xiqg7J}$Rb-wE`YTKxoei%h|7=p1pczR&;r&dbG0
zK13XSLmWRidaNpQ<c};2uO82zxe{U=5^jm|W|4+;JN!j5WA9~<J70zhVJCRn*2c|3
zb07a2bExq5IG*jEp><~-9Fk;QbLAhW$jsLcTXJ;~&#U!_MTO4O?sdeep5X*6s`3;s
z19W}KE3f^vMLWw{QtC5tihAi*T*v*MeVB%4jjq@KW~GZMYqa!_JD?ex87<A6D=H^~
z(1nE(rsxg^lynLu6c{ZX%Y1jvN&7M#%pXw|jYL<({9~naq)1?_bjvE1%Ni@~1sPdI
zB9HWm2?|s-@Oe5VnZ?@7F^Y$9^O+g&oxH5UJ(bC0?SNVbR%zdS&Epx}COkr!WS;U7
z#x|mMyvinuabJGh<rw#g&biuCzP>M4yAhGlfT9gV`W2fNbeY#}SO=~tGOw>mF0Uy<
zA$v{HRISR~;=`)uCQMaG^KJqPo-^l}@T9Yc%R{sB&<xyI6B8bi2qyK>+C5VMBV1ZV
z9%r3wX_eRBF0GJ>rL~m7@VRc1H?iTQ>5XYr8yUwLeJK5>w_9j$PL+5!grLdoW8%Oa
z87VOgA?dV9V{$?ii_{Ceg?Iw-#o>gp_F`H)6@V#8=U{d@&?0k*lcepbY0SQjn&Z2D
z60$6I#lcg$a64n==sYi>8rO)Ln~W6S#LA1O33NU6S+1wQk`C8n*EfrR9qkZBE9vDR
zC<i%Wx#1)#2w6i2M%Om@g%6ts)ng!Jv{`SHb0%Q*pILUjQZ)?-aB-3$7ug^?>0HBR
z6OEJCyGm>;%IhS_#VJ@GIVNw>rZK!*|2=d5bpuU{nW|`dI-z|1l^}mEYO6+Vl@LxD
zVCHgg0pDkw6N3tYvJyGfUbiiG&eggOY4S2bKUcgFT3cJQFOIxJq%}lphMpV%A}PUR
z`)Jb|19@V#-;<o8IZ5XsEP6{clczn8u#=JRQ1c@@qENfP$RyQ|9c4VM)x}FJ`Y#Y(
zVn4kB;&6*f0($3aktBUX7S!pCr?u$^k#e`QL~39?8`D^A<K{@!Fto9@E!b^|#O%pq
zglzk*vu{8hjf=XMjVW#0MCuYJ*tV6|nUcF2=&7$z4xomiCY?jrs6NlZIgnY|y;59h
z#=RbN?Y@ztea+R+eMI#&)5!6rpF4$QnVuog&($37Wq_<U&w?y_fd|)<d4a-?k3NfD
z-K=_RyRCsIPrXd_G8N%5M80m)j`9NGA?fVNdSfspUCX7U?Vxjkz-V2b$oHV9wIDj`
z*BYM{<#8uk4qh|o?tcL<nf=i~X=kysgT<`<bN2_lQBQYf8W!E9&(<^u?U-~<8gE#m
zcNo`fT+u)>?(+&W*Efn}<cr&}1%v1`^n=@|Z7|-%V%uAbZN{i8K1ZOiY=>-Rex5c9
z;dRi!EMr2`u}sE6wdCn1q;zaB1cvF^tND_XSlxX$ipd%;aS10Z<{Mt%YrV{=5Qga8
zIR4EF)W)mJ<NoW$&y*J7wd6_X6rFJhfq4BKCv#)+)$n))nK9qXz5$|$&xw#yAXnCw
zEy2P?1=Hky4q-rZ%2VW#cNr!OtA8LJ=5};0UV<V8Jx63<KxL%4iUb+QvXsLP;Rc74
zAjxv64h#8XQ7f*i8Y=Gvv(Ln<CUQ>!AB9%ryMw|&t!1Xxb|PTCy4<5Gt{*kivi$&J
zy%&llog>+j+O&NAJzn9=#{0U-Z9uKjVwLUofJyJ55Q2k7YV}+dA?bWgBGm<sqs;}s
z3Y{JCLVpw(P2K!G5kQwYn!*N#*H0F@{iN}oV~@3(pJPN*1tD&3M02T_4ToDz6hQSc
zz$K$Ec|A^YIr@T)*%8g5KnY*TYXIC`FyC&3on^->I6d__N&A}1NiI4L^%~z*X`JLB
z(vr(bUNg?i0L>pQ06qTNWV1>q{7L6mbbP6Hm<}8C<nl{)hFZdOrr*=bV%!6$7FQ{D
z`B4^FCpGRe!sHspUkXbOA|A<<%sIpqua3izpTY`1$-_(!ZJu=El)ATCdX}I_I)9;Z
z(qHPl0gH?#;}6K-7_VxMV6Za|+qd;Nn&|8jt&hJ4XfPHU>nCHST1&+O6~C?QC;_%}
z8ch``6(9rKYZXJO7H(Ie;unB*<x-7SoOHTfjrs27Vn6Pj`VXkunvjLdXZ>nIohcAu
zT_g_?4fYkV1h+$hOe8f|QT)>1JWn$*3j|p+9p3uE0AKVSRP}dZdQCh*(&W4ftnR5A
zH#pNhS7hzd?9HpX%SA8RTlvz5<@?forvq6=&M34g9Z}xWw)7b6SeJIGUIe8Gnd4&Y
z(?XHMkWhB*P9RZVA@CV9%&kA?3wU~RAhY1M1UhAa>*1&a^8Zzp7n*vAN$H5x{0&Iq
zk*TRgwj@qBkn?7z3F?@+a8qsh%}xJE(to_4ekcblLJ7u+IbPu>#K%@F0{NQ|Fn)#M
z;19~dSqf2Tvom;5!3TLbsC6EC{B|C8ArE_zhmP6?>2vAbLTOy3rnLXq5LxaF4@&l#
z8#5(44JnlD<=K+G9;2$?DA``wRArD;qE!0YJD03>Zk?)TY?o~fRdi8HMXu38p#kql
zpe-}Y23M5`DTAxFxa@+0M5+6?suUrw6iBbW&6M<8Tsxn|`P19ClHS2fw|C9-MRyDT
zf%S@5NqubGD$w32S8E_>Gpu){q{Hf-TD>FXrYBmtBL#>tvST!VDJ`QOGc@=ptc&C|
z;H=)T&e8lx`6cyvwocv;U@lLo>Ix~A)C;g)f^rEektvK`abnK%6xq=N?zsbSGljX^
zXwsXEGX>LaG=@9HY6Cgvm_c)y(TouOc%(9GUe{pn9(|84K;jw>GoM<*uFN-|A{BOB
zk@u3|lpqhC!4>dI7+e$OUI_y~hfL!Wbl=?_XXrg-(i*XnmwA;8WThj!+f|jqk*e?p
z@;G`7=%OUE?wr9TVO1p?kOw@n=<^skGQ|=QP5Ny6)`mz7uzLt{nh*RIf)CQMpj2BX
zq6OxpQ^LaRw3MLpyquv*TO$NC*te%AYab#LoGrs0MZR0abgc-|lAI!6j>^yvt0@MC
z_diX5@aF@04M?daWgqM*K6yUSA#EJeL=Mw?>A_2Z`PU`zcxGux5*#F$p7a`Y?vUSn
z&_BV_U%q}ks-ZsC+y2ZwdS!2nD;>;iGvcb7O?+q|{cdWL8N^pT1jP~Eg04zmj2p3g
z^0=QlUUz&B0Fev%rv70&q~7bLej`<Xxh^MFKR&nxs+Q&e*bG&)N(?jPPVc6myx2Q8
zQAV(WzV;c7b`y^5LS9%NfewgZWN_69;z$=zK9Yv>!Agm@rvG25Yi7>6?gr{WT~jmb
zDx{r*60}6p8B{E4(vrm21k5NPS=^P6!JfhT1r*6MMf9RhB0>pvzCoV^`+`3<hBb-a
zm)0zXI<CQJ^E*c%*?@dGQb9aQ8iAKvWLCw+cvlik2a9uw)aSowM_x~0(0)SSXV$6T
z9nP}4PEA78q>l3uaqiX;akxjs_8t*-mGJ@ycoDd-MQ;R~9#?}U*tuh4<JkO2Pdb}s
zq3O(R8pk231L=Tc&w|cE(nW3V*Q}ZxS+g~3ZjP*rHLE&DmZ=L0kX6?qEG3^RfU6NQ
z#oY{r_${T&L3Mg>^_FNrd{>)n7?zIYvo=c}CGLIWf~|5TBm!Eoipq7@xX#hX9M0CD
zuhI9#(mGi8LK44r!hRuK$%<YO<l$PKB8vA44Lhx%q6@SxQXZDR7alD%tPk!P(r<vE
z7Sx7?*by?~B9?=pOX=y!@MGX9l<pHRc`Vkjys1rIL!R7aLZ28as7v6QaA#mF{FsXv
zUk+|4<$zwQ7%;tyeH=3VSs;OU%%0xM7@M(5$g#<I%5kLJIK>Cf6>-%IJ|6PrNCMZk
zmk8cT!R{2}wEghW5mz`p4ui1z;hxCG7$hXB1c6E$t%Vfyi(7`oKGD9}QlKGG3InXn
zQqM5O6geQ;S@=!eZxSK?#xw>tMz}(=jDA!|vDM2~VFkc>h;0TZ_zswSl;}%GAfam9
zqwuSsJqm-@h3csnQxLKUZe=qjTU>j{EL2xHO3z^lE&VmQH#Mwal@uPDrJ&+#jMCF5
zsZs)Q(m9O9R1vQvEz-G5PH*JcMWO^j=K`xu5aQ1l4QyoIFqRFji5I*5f!V4Uh1+gG
ziNKpa$$EaMubA-Puj9NM7l#-R^a0+{Z^Vnc##Z1;CtNecW3O`Ku9(!bl3xgL$6$B?
zDYmDi-^M5dqeSmUGE!BK)C9_aE9sE&o^&=66^uxm)ZYI@0qfOnxGJ?PCQwnHoNs1<
zYp|Ln;l9xxNNUkbW6f2VGZ8JVp}^9K1v9U1gx;fOe7u?Eh_;Ocd<fcMTqNV|$Wo0+
zWzHvB08J`fZxF80q@W_IWH*TsdA{&wBy$1dAPgai$?cuSyZpyW7QxvX?<I18Jd)1$
zGmRWNQ}a!YcWW)u4H`Khj!xxp*>|nW;i@Jphrr+$*4iCBvTiUTJbv>SR{M1`DMOY=
zOH2~PH3i^ST<6%@yV=^aFy2dyXg?@WK$@f18EMAz4|xEa4nxAtQGC`sK+V}Gn?A~N
zKZ7C>bxAt;DxOSv_e3(~{SxO0dc&gSY-iviqgE?*&k?!VI(TK7%04~aR=t;2=NJ4w
zmi3=_w`Qj1Jt>E>TT`wzQY0XbPob(}2d1fSB@NOpxIsth$z=9-NG7u<XDU}mC|65b
zCqe3~F+FA{0lga9$v>N>$ubYd{JN}>xC&ZCx4|2POFjjRqg`7|dKh0^WM6kAvM9S2
zCgL$uzs&m%aLEqmnl12uPIQT{uD~<``qZvZ-;jvkIWPh7Cvbjd7YJsNjS$6kC_}<E
z(fyDI!&&Xc+dJi;230J=&6Mb$@Qdfwq5kOzX2CU~s}8_>P2|T$-Dr@qv3H$gS}DYy
zt_Ic&I5CX91rDzyX~>Gpc3E6>3Bqdn7TU0yBs-QHvDpU*xudRVC_Vl-l)%+|GE|a&
z?~cJ9$m2r@!u#|lIp;(U>LIL`?rBGkf+j{7?HNu7MrR1$z1h)Li;t|3C1vO24wRLj
zoylZpV33{X4)$n0?oiU2#m<Yr_dq@-Yg=Gv31O6-n}N}}knbKl7<Cm=doghLU-2wW
z@G3V9p+c^Xx{&r_X94?MY~O;p<2WwER>#l_RaS;?%+NE8u3$sBajp`LS6la<?h=TS
zI(M*1Wvmx2<KktRGxIFk9nSf4KvM;WMU}v=yyVsuiS{OC{N}uT5HFW|EHxjA%&x|&
zUAX${uHJKL|FUT}hDtjuX+ovx{3V~VZXk5=pk&CIrFhb3W4SmXI4-y4Qd;i2oaM%v
za{HM|HY#xb`ME0Tslesa9t&Ny%i<d9!zr#lbVCv6aX`c|#^hKLpVskj*xi$l#xY}^
zy+y@K9>s`?{rg-q;=5P1NyaSyP^r#sMe_ybX2PhdoCA!`aK7u{#=ipP-l~oEXkM}{
z#8pR`p+y{u*<o+`Z9sLX6Mdm&jWJvh&5QMAiZ%tBTsG}3v_<envA}}P2ZKO^DX;<j
zSW^`YACo~P_#ZS24zj$H9J=b~p7_^Y3_Vy`E*~@u$xUr`8)7ZFHCrpXwcsujog_rK
zI~?bu+SKHBU|IK_>ULuDg6qS72NYOK+}&g_?LC|s(jifXt1g&zC#B{c$(^hOV1ER3
z$i`6J9tQE-&;z6isqs0OSmUi~GJkYzzx(&(UeB6p%*qliDjsmtcMNy)HiwcV)7yGl
zq_0vh2#$f-)OBrL?#RRfg5<GlK+uRD9q{PxK9H5$7%)X6j$s)y6wc+OivY`ZqB&fb
z>d{8(ngVvTqbqOeS}<!CgoB3}J<3};70g;LZ=LnadgU!0OOH(@C8<~G_T?=TOZO>n
z=~gfcqqR`#3H-6O78&`?833Lh%kwgNn~ZCj@n>Jg-X`O0W?b#d=w~vHVuoD6X*k>8
zWE{whh_A!|lhK_SGM_RferGZ^9e|9TSi&9)F=K`fdF<v3W__Tnu-V-Yjh;$f^uaeS
zgCd5UqfZZoM#NU>)!{#0!I$Svlh++=>U#pRuRE~h2+`FyfTwO7^YT1iM#a8nQ+I}P
zkBWWH#|=o;d*j2P)M|_|5$)ENf;SkAsG`*fY5PyK?Nvwd{V#nbC&c{2fv{v8f00-e
zY4iruWQw*A>cbZbBpag`3&z3M8}uw0O0}@RP%)m^jTI=KNoqHefofl6OFT@W1~wpX
z2Q|ixT+9N2%y}qdcOoq}*Za~e?&Ccq`?yGKff8Q<D}!$!5{uX(=?^$V$vT>xVa5c$
z1U3VT=}$43#>@y)=<;cep=bx$eUP7qP!w^<>{0G_dz8UY1Lrh~N{>vL<r9vvfe0UL
z8-XV~)(mqL3fve`?}{gUiiWy5H2kR?KXx$KEe|(yfXN(;LqD(sP6q?dmZ=MT15WFQ
z*+U0U@5km0W0U3b#wSpmxxI0{Dx;O-dyrY`E*L>vv1Rz=S6Bmla-Tr9s>e(_mCamK
z$@0ys&{!Zx+9|^~5Al(c%Qw&b+H1&c-+VT5{l0lWQDyg7Ko5Pj`tcR&O4Y(Q$15ng
zyaXIFu9vW<lud9XA}RJ|opys?ON&|VzaRM!IM*d#3E+TmWbR?YLae900M(@qRZq?5
z|1M9R?gtKE^m$S1so!A6lfDe=sTVV2t}nxS>KbP7Dk;mb_0+SOah@;3dg?ziW1KI;
zdg>Bp3}S|!wo~rmQ6~M2P=EwKK58PvbIi$d`|(?;Hg2hcI^)O7C;0sMfT=nC_!np}
z*N=CG`n!Jo7a%o${0O8QKfVth)sIi>E6p!%Dd5My2ZK5N_-?8&){)&v#qvfH{r5M1
z+*OI7AD@K!=*O8&KhEFCP*JUdil=gT^7Z=&9ip)TPyXkiA+!S>IXw9*q*e!n_p?C2
zlQ)1z>u@bUOMPk9$SOS~lUyXWK-^cLjNCv8_CW!Q*djTb0#!=76N&4|=>_rKo$N1H
zaIT&V72@-R;ybZg+7<4#g%z9!sRSosHU~%3fLo!8T_}#XyK_AOSuz|SauQV+&&g23
zpD<SCqxq8Hse6;Uu(KK;SJB^X&F^+*N5$YcmQ^W7N21v=&~{IaaRQ05_||k`UT{Bi
zb@8@YDcji;jY<HA*tq67aW1TZDtFlZL?4o7GSp)q!OmMco#O3uRE;GpQ*6YEItrgJ
z#gJHKJ}ah0M^Lpuq*;%mj4lA-b5VUY(yOH<@4;Z5-;B8i{fXY&GXcG(e65KGz_<14
zoGYZt>=7+A2z91Lqmae)=szeePT0_iit8;y{0(w3l>=FlET<`#h{o#z=K*+5<@vD8
z$ii|JLjkg}l=`qZXwlTOGJsdEP9PSu%yrPWIm-|7m7mY@*RZ^7=gO24(vhh|ckB{Y
zh954Q_Hd|l4CnxJ+=)qeN8kZ2Thjvm3&WQ@YHLmO!fNWA*}y&&&(*1}K60<a89;tD
z0u-y{7VCmvrsT>L3rN7~E#;q-?g<j65}hW)yrlDfZ)tWgkaQkdj8k{v$C6<#4}{W3
zluw%<Dy0Hxk^N1PhfySsEjcKK5|CI9HiS`Vi!|mE_^$Hs{5&ka3=Kavb)k!6lEHB{
zaHI|)K@@zv1ocb7+utz~A&u7<;6q5GX`rLH0}{g~*1wo(gtS%@u@j_<(nsGRYS}7*
zTm|_gBx9i@o1?dTi4f{3gsb*KZ@@#M@-~!0#9k*>K-@#2qY<zo45_AKd?A`zNV@_Y
zk<0=Tg1{yUQDcWCV__y(O*xiR4I@uO)GkuD9B;8gSSq0@R2(bM3%SW-n0@OaBQ?}>
z7N5Pq2+L?Gk~tapkRI4J9|CUxn{=E#h0X>(Uwj<SL8SgJIXu20iAjoEJ=wL?d-f8V
z^SGCDRxsz!UQWc#0XdMTmqYvYVLQXi*}=^b@r99NdJL_2)p*k0NPH<81ib47-kIDC
zZ+;Ph)tgsmc=Hd>F<J7t8eDf$1d7z#_Z4}V_hj+FqbL+)C5s2a_~dbQ@!(K;I62TF
zMJ#d$+D~cK#Ewkd!IFUILl_mMwD+erX~*DSG0O1pMXrZ`rKgbB%!*Mb-G5&<vsN+#
z?tj2GBs7q8q|hEndZ9qrA-1AA+bi5^s)GA1LRBqBJNKiq_<IG!iioy6cY*YG3nohs
zt0&RHZ2nx+LmZ83d9;U^uRVm(-g&ePU8HQNv)#jvv;o;RuTZpNt_ODkoksHxQl%A*
z>HzIXt<NVDZoQ{HP9gjIlYtIRhCxk!oNGIKIM<-DQx695^v}Yx4`Ttc@Z90Ub35@&
z4C2|u-5o>w8icE5V>sD|p@bNAB?j$MYF*Bxn^<u-dX<V9kaXE|{2MAg3T*;grHiQb
z^)0oivc_~p_pw)~!l|bq|DA+?041F@X!7*2C{oS0JX#~;8i2ypF|m&<BzO6c%%k2I
z6n{h`Ri}=Z4%%&*H~*f|U3JbWj)>v}Q;1Xm&QupcqY(`O7B<2hQ(sB{3mF7r9!_cS
zN&P%=_9uck(V9I~$0(w*y1DejsOc`DzN9P?s9`A%@eqs<OZE`{1jS8krXOYgqc~p?
zt&|n_>bg4(&WPfy4&ppg`4dr}=fim@aJrB<N#_&88RvqG7+S}O_h)@iz{2t02v{s7
z{yg~B0L6M2ndIzFEi-$RJ$s<47;Oa2FS$RcZr23M+^OsXDCs=AyGI_~#odO<vv*@U
zdo90pz4x;x|0G>4I%-rWOz$q#vv$bx|FQQj@KqI8`|trp0WXPKHQHK_ijs)ccx@0b
zL5KzonsTvNwSW*1MWB!<T2U;ZoW>|tt=4*>v?^Nd8*6K$^%4|4X??5l(i$(-R9oE`
z)Oe4I@IB93GqY#!vriJJeZTkr|2}>{J=rsB)~s2#S+n-cY?&}GLWz0h8^bdgmfvx(
z#m#>A6Q`36h9vg;DMq>GuQJ&ga<ai4-YE7alc~n&{NZ1iAuQ+6=!qgjxEa?JD2>_R
zVKPj(g>U4k%v#Bm!;a^y$y>p^+3YF++c^s(%m$O#LjC@s>_41Fr->kBHv4+CrYfxI
z6RkNYta*zHCfGzoMPZH17h%nMFw2r8GWZLJtR$^)NMuOQk*`{_)YUBHFz)w|$hejQ
zNyh{wK(JmHhnPl)!#on}2(h;o2#%><6B)$8Y@#<V>5TtuCAlj+`V@@hb#$C~%pOdx
zPRg)4L5yZ!m*cKBcpCEw+`8{TZrC814fYkejeiEu?GFb=^tYmWh`t?`0SsaaEp#_#
zi_sIivRd2U0Pe2gm*>>#9Q+3;T3Ye!!UfN!3Krj_K0!LXpFD0b9d?)w56SKD(0*Zu
z<Gl_`C{7c79!D7djcAyI+3F0rsBvk<bJ>dL!3})r=XqMU4q@nh;spW|0oal4ikW!f
zg6C4T`{LGBvDrnB0-KoNQpA5cjacZL!H16BEdeQU!V*1LfRC|eSyb^nLVJAQ_!Vp-
zhY62}bvYeI1plWYbXo^0%(;<+v&?zNFlT3szJnjn<~T!BFW;Gri1b|myle2{J1)F6
zIvcc;M+0_Y7b?8J1M`}43ddvOEQuwtZ|D`gH?PHe^I1p(uf%&g{YvP2peh(AeH((d
zI#VZ$**mS@kgaGV-#boVMp;%8O7yk{<^;enUrg5+vUv~f(hkw6+-pVa!O1povJIS^
zd$+BAcsqk^{f;325_G4QBg5MljjW*vOF!dy)li<ImWlZb=mrcT0{T=4`pYQj^KsB$
zhM@Bas@u2isnk-K9!wL-b+aLB&aY{DA8{`$_5t#~go?KM@=|Qfy1IF3#an!|I{f&=
zR4Q8$2p1=)c+EQYd|AyS^px;38yxtw?B*!6&qL)|z6jq%Nq=!CFZPV)rqLO9b|4hT
zT^{qc!aY%MNlv2fTK8wc;=iGDzRhQzKNQkS6GTti5NxCUN4UcjI~pt2W-B^{)_J;p
z$I$wh-_q7(oJN|fpyn`z&7Y`vt4{=UMGh#xBg<$$+W)%I6m&M|g4Fv|tmXRy0AUz&
zmymy411wzdR*ILR33G>4thMKf^y~n}&Oyd9VP-!)R-$Dfj~~qIGMS%F;{<B(ZVWfz
zX+;{pw&Ex#v%{8#%;8!jGlsvjK`ZFgd{4DsJQT&~fIcjsJsb9n0WPG4msa4N_J(v_
z-;TrZJ5Vf0z#hgFF2f(S1KP7~Lv?Ws$8Uhz(NhR|pa#f|8Fd*)zmPkK^QDnFy=iBS
zhKkoXgl%9<Xwp(&ehB<w!}!;926*Oyv?1oMuPJ~KBeR3J&Anxey20{i1Tpx|!5|}_
zUcV5P)&!+T`UhjJX?7m9D;*QZfQ23jT)RENsb<*Wb_mu}veRc0J=PlMv5Md>f)#}H
zTK+cPvP7^bVwv%(Ve`sOy_<Uy7<xSzx(sNRnJo*LKXJ*NO1a;f%hZ!H8x$@aPuWg7
zMoWAHNK)1n%efQf0a}e&i<AHfc(fexpsEmH@1dNT$oUiDOpyMg(^4sYc>v=;KaZw$
zo;n1b{E-OF1>pvKtb*h4&}0xDkc971G}y0cjy_}kC$KW&w~+LL4IIiM_x1KYfCCNM
z!#lu<<}-kTkRuL=?jXbM%yKg(ZBR!1nwOZ_ftU;#&rvIK6EihJLBW!(Rac{&EGR@9
z6K;-x`0QQ|unnJL6?wMt&$l?lMXM*t=jrWk`7%fkQ?y1yZg4Y^Ny3Ov1KL&yMX!oC
zLb(QYC~t?}w?2G?o#UPXZcdg=1B42H2zxit(Mk&3ENyR8;Ws~wXb4<{PsXhpd^LX;
zpY4opa}4_z7%ZejTgdu$ASuc1^bzf-op=w{j&!oM_+H%>Oseo^ylntw&8?Nq){&(;
zIo=}@VJb@yz8=<G#~SZ^l0EOKzNOQd!tOG*I^JmA={P)43nk6&xbX3xgzb?XEnZ%|
zNL;D;P&CP`7-KXiyr|IlPHd3b2Gl{TvgO5CcBq0iRF|R%;}CCj8QBU5d=t7%J_lch
zEyM@|sEXo%k^cpVGRElVJRGn!jJckM=)bMVeeZxNSx#dW0VlR++HUwHzF@@h8X@hb
zv?|D-`!206Lql48mzf3Hw~-M5puDU#zzvS-THKqQIa}L$^pS+%+rokf&T$3W2FKru
zTsrFwsD|`wIO@3HL;k8_NlyN%9HxOc9LD9mBuXhu{xE+vUKBf?YZ~w6ujY{+gW@=-
zUOa#G^BZ6S89#qDN3M5_<Lu+%+#NXM`Kxns@Jwe$Jtu#4Kc-u2#4kW<@%+`%#AA$n
z_ZO2eoabS<mKgHqulm++LjLL>uS&0&OZ*H&AMJHHt!8)h8s@Kti}#G>uO6gA=H#y)
z)Fg`_d1-4A%rYYU4H%k}zuMu(SpMpG?$gg<=$T&P=2GC?r2N&-9`d+8E}FlZtU4CW
zU%evK$MaXOXzF7j$MpGDq2fJ7G5PtcZ9<%3{%Wb>L>S;RetR9C@aZ-W=LO`jh0F#c
zJT}}yujb{ihK-fyX7~jB=jX4Uln@!SPEJPYzlhJ|uO<#aS7IZOoJ{D4@(e(Zc&B@r
zpDzZ6<k3Ia{MBPp-d+A`OQqiBuTGa|KY#TwN-(*?DaP@vf|iE)EB1SonO{#x?Ds0b
z$MaWvd84SYYRtgJ=C9g`Dkpz+mY2U;PllO*;#rlM%!=p2i{|97o&m6(I~%Dv%h^Kb
z&N}ul3rlH#n+QT;kyE2JmxndOqcwBGn!&C{EO0_tvrV+-DAZVzMDex>NqU`H8j`d_
zh@{2Uhyi@oKSUzqY60IO`KuS=5VsNHFvTt;{+<wi{_0m=6M>k=CVu{E`@^X0!lQ44
zpx)%KhQQP0<gd;WxyABV|3dc=eLF0}rey*zf3<~FYYOBgFlNne%#VoGIr!~S<nmXK
zd-<!+RIM~&X7g9IxgGZL@>kbxNqV%y8I*+3g|mV-e+6|q>7?#*R||d#OP19^B;nHt
z1d_YjM>Ab^w5>;xyIj%OlDW)Voy3BK*aAR!Cnvcq*2iKCi{fQ{8?OMbe~IX&r##n-
zNUd?XB=|{zWy0^sgm|9o0C36VxqO#Uwgnj$8TKW>yXF<<v!g<8@bX-Hu$kfc$H2U%
z%;vc;)*nlF7v{K{xnf+jeI&;<XLBPc5@T~*zwQ_2xQ_F3T!gVXuFC*pw@9iV9<JR9
zCje=@a{;LG@>}=VYM0+S3W(zQt>aN<4N3A_yHK~(klv*hhWV}C<Dl=7B?|gj6!asE
zHG=iA5cGP2M%Uq`2+(1=VSZ~FUTfy&w~8bAEwFt}RleNTP0K~U5lAx@#(SOzqq(iq
z<vGl4?T!vNDYx|!0%YDY!Hk;<r|+>eetyD;dfx|Xosiv{9Z6ZecMGZYvs+u{%WkdC
z0lkLVEjhSvDcExutrho?ZWhmMWgKCzuLog%eye!n^IKR?U_Rzj41DH-MS_G&PjKli
z>SkCm8%p8U1^ym_h6!olz`6xWkC|C$AJdn*^(u$)Z5mGGEq)>N1!C1)RD%BzkzZr;
zQ&B3`fGMO{msRvSh9<n?P`n(DuJ~lNWrp<&5R^#0S@PYJBEfbQ2#v<)PgykdF`gBh
z4S(>c^9Ku=L7K!`Z_PL-7s2UL^b+4VJ3!&_<}gKn4cT2rsSTU*Y)0t{lTk|G+4ZD&
zlK8-i<?)0PacE={CX^=i;ee4)Vul`-jYM$Z@g|{!^anCFV7)5EB8=pZfQu!R`YO1e
zP#Qq_<Vh&~bW}n@sTGB25KAbnL}@n(B_0ar1}-X|kZGj+BnM^2axW3v^}DEJMKdM{
z{Kv719Qp}C1xvn^ccI*W1e=$sOu2>o;5K|2O)R~L0^>BV;81O1$z@E7eP`(M9@}HD
z7>w-%;BAL=TIC~zCbM)n>Og3l7*LwhfF!n)ei%Quo4mz))FzXT8OvI{OmHcb-!=(;
z`S=~1pS(^au6=pAqo)98`;ysG8F96T`_uJ;TOFV<!`@>9O0q#4t990B5U#o$(ZgZQ
zJl2F~r<`rZb3|YKLHv3&NA#u^Msq~ZNMZEtg=f!YHb-QxJ?H(yxcs8IzM^m`Ijh;u
z#vP1GWK-4QRwuX(d=u(uQ)N=gSA8K|Kpx3$ZGyg)0h5)-(O)VAE;!0mmrEB7)s^^d
zH3Ivl0YJNI6eH@9{L_|U@dOk%o8r!OiViwBNzzi2h*F>6=FHRhwneY^Y1kTf{?a}O
z`Ne=go7(#EMVacUIQ8t@ST#pB82#yFu1=_uh1<sp!M|+qB}nigp~~3*7Aq8PP1!fJ
ztp)IlMj<Yw8bxD+wDa}4C$~#tw~X$kjf|BpeUfCcI9B@ZaP!uOpOHB-OJZ^m+npnu
zx8&xqNlCe}Ak2+9tPupmX=zcMAKBbkLp4PMTFd*J?tY+B<Hu33(lp;A4c`Y`vUVBK
z;cIW4wleX3Uc1dTd9oo0Rdt_Nqvpv>E<jYoPawR2%+;FpvLJAKgKoWyxc#ix1&`9q
z<5{ntds(j%=<%BSqIk~B!Se&&b)SQ0tcT|xp99Y<#lta<te=EaxI!^zqe;y{UxX6{
z_qCx+_P9ZF_GLFnijB;?u93iy)k(d)gP4I}RJI?om;UU9#K@&82AyQSgYz~aGnSRa
zeSBw^$;T~cul>+#m>HwJp!;Q@Dcsq$0w5?{j^U|<MF$U3(gjH~Rn%<Wxdu#Mwx(QG
zP>vm+EsbTyO1TXwhv}~l2-z_cIM;k8tI>p=U29RX=4D;uV7^ueHI9q%uGjLk9~2!^
zkK5UG9372rDGYaZJu1}4Gh<_vmW5<edzXx_k$?Y=Vk*S6f<C0+LwZZa8D_?2DNd~T
ze4hPEaV{gC%RQWv$YBea4gTt}VF`V+ml@lmT%Ma@z4*^CSOjv9gx7GjIXR}`6qU)0
zJ^tyJx@WnWL|jHPWzX_*w`cikyph0oV&Y!o<(QrU4oj}MeH~-yFv^KGhm8OBwtPJ=
zt8y^VXwAMdOh08-kCNn++3_$<KV{b6rOb+iuy~4XSGto2CCo9xz-~ToI0sq%hCp4)
z>~5mUNtwOjrOclEgb)>C0Jo?x#g0b|V#@4jhO1%H>1G0J<S>@qg*A)AnxWB}v%;F)
zU5#{C9oEo(6`Rx?h8nwi6*cQe%CzH`MA&YJ_EsShv0ou+A+_TDk3%G);>}=2BoFp<
z9O7m|9Oe;nHzE8y*o|HjA@yuF@$+B<_ae*MNWlRhm3c5uEcxGE5^|4BLMCjIh$EH>
zdl>{kqV2E*gd<`y;?qr7x$YxYYhtPutXcC5dKbXfmzU#u9j>=&ajxx;Q4Rf!yts2&
zvcFLJ2HA6}Nzp9XiMhmFCa#|$RyLUJ5i^2vl76wrQYInLAYbOm274dTU8Zd8GFWnM
zrtBch!|`2Sg(ebPF@!Skvt^y|<Sttlk2b)_Y;b}2ddZfB(FT^pj#bZn3Oeu@26R1T
z%ObnNNP%VMrDR4tTh<5Ma@n%b8w~uAjEiK;WLH>QZnjKz5F17K5H~K^?y|tFCn7l-
z!}JLZ0C}5~*%h{sE94syUVFR3j(Xn+4Nmc4n;Jczm=%%4ocH5dm$!`f;kW^7->#2F
zUD6IR!r1Iu31DRHBs<8g2wy7+MHsr|yTJ@E!)AAo2^|M^L&xL(K<qZWMij=gaSx)*
znzLl%>dAgJ=SkFd@h_s?SH(dmg`kH<L8rw*4-G*F5;Pidm--7(>SkZOq|MF7#dn*5
zb=ly%L-S?iwrUVNLP(6T7?6*xjArDXl;<!b*RXgKGjdEvguBhGKxZBVfofI`_Jyq6
zq=c;842|Z^p0iUfC&k%dGW-RcRPIi*G6C?@cKb(mn%Ta8GMLJQdp6(uGPcv~N=Fj&
zag+RfT<J#V<0ff7&Tcs?1ny4bkv_m1D6{2^+8pNOUhe!dUsg-B`c#mt)>RC2*d#VV
ze`!Goh-6r|<2E~!s=FNMpiSXPOq){+b9Hg=C(3YPn5*-tJCf+2FQLy%&efF>i0eHw
zC4CHvytRFitnGF23J}EW?~r1ftCN9#uogv<t81qx`iJvGlB@e2Ydr+3`5Z-Xj}&>i
zI!nw1Sf9_6++5xDm>qE?K)*G==8Wg>2K&bCiMhKt53lE-%JSsyhy$*8xlUr5$M}^n
zAeOtU!z(n|42HFUB*psc1fRvo5^{IPD!8A!8x3tiH;J3UUOH5)D7qQ!Yx34Ep1WHM
z&|c*3sEOBmE9?U5p;=FS3KSwRFy;@UpE<d^Q9@88cZY0<WJ*jxx<3XU*%Y>$$heK%
zewIVc$=yMf+^#UjJR;R1m1?ug<sEyg<k}K<iOoVC2GNfBIou^S>eon%n8{6|FBQx;
zDMd5k{s>=A$KS1_?OgtirHV`L{T0V#xl8N{S}gGZXh4|Yi);>i2e1i!{gy*FeeDGN
z9mjfeQ9l;=QRqi+16rr8JB0f#$M;fLb0uncvXB>5+nvt+CEEjQcDulK5!z)JSeN7A
z=2|GP9^5G3!#mA*FlqgTIT6ki?V7i9d6=+oxNAK(ZlIdLt(1T6eO5rXVonl<&|oIg
z<78SF8C#hQg`@6s63)`^nhYJo`O#ap=bW?jo9%2gJ)2sF4nPHWq4jtCd+WPGniP_}
z4A#Z|el>6$=VwpHMT;UpHb=pc9FPhypyZQ$I>+lerTZ0BLxIY&;#0V!94;2SvAC?R
z;oQw07yCLW@t3O?A~iN&>X*n5huCR0d91vW#B$xc%uE0ar;&&da-D&^$U(v#%If9h
z803H%;2{_=P9VV<W{fJZBRoX5hXFazfJ_#UOMQ^T49K<y<R}5T%m+EnfOK3z;&Gbh
zYzA3NvlW+1ww<}7?--Ds_7T@Pz|?i{CBX8B$D7)&y<II87BRdr(_3h2T&r<OKFL5+
z-&nvd?>Z4(8{oMiaI@RB^A3by0s5@@5?jfaq-ya6Nw^jsuqKWh{t46H14UqcHrNjh
zV1nBTh#bB~;dubDShfng3AgiI>UDDi=v%np(v;w6bq6C4298AwmTq_Mmf4D>*on=x
zjEvy{kcB}q2h#4K4^@N$FbW7CITI~{0&zW$72H>MSyjX6_9}Wy+)!6P{&F;4R=;5B
zcTbjZ>9ydkx4@W1s|zjFd%r0oXyp)h(Z8Gd_cr=BbP4A<^>1Or$NvI+rftn*Bve9n
zA>~yRTQ}LxHg|*0j`KZ7dLs+Y^a|=(U|g->xPS$NMrBr4W?l>a{>GOZsxogxaGvjV
zA_Sl56$sVe^$LXaW4!{Q|4<Yd>wjDHrKU3>fnX+*{$Ceqyv70TC(ydD-<jv_#1_pN
zjMFy4gcel~X@8?KQT}enNYU&yk*qb~Q*&{d{sq^C9<FK+*EK#aYvKjDxE|b9#v-^%
zJzSf6xGH^I))zb`z>&Pj91qt&At;PP#?>U<>fh@GuNk9t8fq^QT!TDZ*L%2Tdbk>W
zT-Lh`$)&4pmvD?#9<DTSt?BDBZo-58P;a$Mi2s84bY5s>f8lzxPaL#01idv1`nT6(
zSZ@tMFNlKvIu3e42zpW!bYUFyq!4sa6m)zXbWjNT8Cj}9iSG5kWNnw2@k9M(PW*j}
zKe%)YKW>u!5x&WXd&5|j!tG01i+ivHwqAcS`b9l+W5sWZL<-Hcnp+u))h`kJa>vDz
za_LGYsE>al-DycSNK<;5C8Y$&E=jXP{4-ZJU(09o?ls>@;mf1~F)+HDB1Lf6_1A{Q
z($@e5E)-zCz*r)G>P&eoD&gCw`IMS(;puzHx~1qm<4?oC9D@?mOTGU=!B2cpd8xU6
zJSo>%<P#h%!Yxf43~y<YK@F237yM{v(q?gGgXy)*5)@p6_|l9z8*IrJdxp(_<V!p&
z4rHu>86V*rt9mQGE`uVY;ts>(*fwv~URYKOG!|$QDF7R*Nu`>?<20j7R#Q*BShi5&
zNwf0BJ6x=6-GcmMyxQ_ssFeV1BF%2j?>dR&tY~`JdcMohLb(fygk?{X05i_V#_Hb>
zFER6clWlK<q~mhh*L&?3+4j^Xj_!BVX!dWt<(4_^Pw?80h_|n`?X8E*UK*!=E3f@#
z@%D$<_SP$2mec-8(}v_eMolCCBsM_7eWMNi))O9=)4twozX<Ku+$dw`QbmM5n>ba#
z|NMvbby71vtod`aW>{F$7_HeOtodoQX3MbV!f4Gq-*FV2!5aN$vUN*x$sD3$uKP2Q
zkH|L2rv}{}o%gk)t=?M6ufH$@iyw0zU*?4k2oqqn<~~_*1Yau_vsoypv%$akSYL?q
zVQ4w9(te3gzw4UGZg>XRg$z@p4&#7VxW2P^aq32qE;C3MzKU7kK(R!3mF=DYv36$R
zCIHTe;dC8{bmczXYENWMfDNt0rm*E!et-D@j4`sj_d_ztyc&}s9>}De2_pMN$0wI9
z0gsOC^pzHDu{IGE_<+daN`|N_X`~WPMSa9=2nDJ^D_#@%*^e6W(&Dbnf{)-Gc%}0P
z1^ZTfgxiWocj0p9mbp9IGF0x5>nkJgNAyOs?hzbLPlIpbZ6$~*3-)d9z$NOBRzCAK
za)gxw9<{}feo!z$?vu{n2e{e^t_HS=e8SJrS>y^)-2<TxM|7ye;ADb-pVZ8Pb(y-Z
zMGMyTsoU$41znsK>vnBQpT$K=zo(Ab6YAS9%b!fY7W^m=A12r%h<H*#6P&sh+I&Em
z3uwH0s%hXk^iJ<$IS4U)>d?bg{1Tb@Vg*uE{3=-;k7aiy02X<GMINB$M7*7jnzt>C
zQ&<n`Z2knDnj8l7an_4AYoP3@AHNP1?9r+;_+<mavigd3pPDDTJ~v-c!UsTb-u!Ps
zjAJwULHMo=9D==SJumnL`M}elHo!*)fFs~m!HRYK3sYrLeZ@a@lB-2qkYw{XdRC5Y
zG7=!0X4q5(vJSWXFxg=?9!_EV@$JM%%HM<Y$=KbL24p+iMLe_faH?D<L(C<d3}ZLX
zv*dx}p*;`xmx%-4Ms{$y@<8TkUQ+(&Z&pT@eMC!d;^&k;`fDN-cA+KVd?Fb-hI4r`
zl)IAAWpoC=!0AJYdhzarjLyl)n9$$Nh9MkJX)+WtNH!y9cFz3)ERp`q&f43<XUQ-P
z)>oy%q)|!qJn?)Yw?M;19zDxLD9KT!Qk@sm5_xI7HB(d3l~ZBgYmhC_HI8rjbBVp0
z_nklLwsv(gZw%&R^R<<Jm*#5=Ux53w^R<=Qs<5r~8>**C9;IKaQS+V9N(9tzxhdJ)
zmMm(nX0LK8%Bak_Ke6ZDnY%0&lkda@n{7+wQs;p1^bo)(7lPu(QT|zQ-}rwnm6(|h
zfo`VF#J&Cgfx`vz{Xn)r>t$R&=`=g6O{UpmgyDW%(1O_q(>A_$fluvVYv)R!!<%$|
z9JiByRyNE>5Bv&`d?llKcm@<c5qyZAmSUwY7c=tfc>n|{k}{JZV(w1pSyLM;O+xWc
zP%DMV2Je9RxFX^;`x2p@)V86}P}@Mu@;-hM%7AvABm=ZxiT7@rg_amVq6Yl0Up207
zpH?t#75?64ocz6iOTkZ?@%GNlIlj&UPpZ)3v2#YqvtmjKJOjb}e7NqXc!omCsPoha
z?`))rQ5zS~T_dri@&z>PC?}vBXw2T%?;>8$*vcoz3feAmD}|;yTFh6N2+UYQPVt6X
z%c-!GxprF`8~2Uhq*LcG@GiQNi!%J8L^cREu+k{*UidqlcVI8!%(_gfWWF$^F&^ux
z4@#5`a30vO4FeLbSsu2I(RQC-la?Ndi9262{DwQ{ywL#&M48b0EE?#y0Wk>FYUz%l
zS=$bTpvd;sav!J^eYJ_&@}!ZHIs2#FFD}!pExN&{uh8enLAyI`vRxWB9uwAV0<R{8
ztu0>VEyi12s=_NT$0vV^dArboT2N^!FkWTI?|{X?mcoRK<?l>&X$L;@6Jg2*=`MHn
zRu4p94^D{?f0OpLqa3_w5hp_@0jbOEjjz$6r)FG1-*zs)PS#vGgkFrg2OvSS#U5BQ
zlv${G_(+l2Ak|Q59F55N8GspC*p}PwmXG6~066xZ%Ic#XhjzZ@p30WEmWR;FNQHip
zG(f0Hs3S~V2SB);I96k5j{Sv1#$~1aAVwbgsJ`Yyz+40=scCB8Pny0VbW<$N3@O$!
z^G3p(W1umz*(u~Sl`Ig6fRwm57;pGPKz`Xa+FjhggnFqYGVJ$s(iA$K+`}U0jtqpn
z!UpVX&(X;Ph4@^Z1X0HivP5xiod6|V2{bE7?{K^p(zR(TbP7eHZeOB-EN8=_2c?L+
zrRy5C@r!JKD%%@e2NJ}arxvYE@)z?I5nL3NT)LYDBr(2+Tq*@1nBKGXj>P*f1KYjz
zUJ1Y?t+QGmTJKR<s)vx9Y`s6_ioXoBiH+yA-pP{r5Kn5YcO00N$eB(FF+@9sh383b
z!rc?@=F4Oo9p#`Six~lq*yv0Ee#JIA%=Ep9Hd>43F^(7;eV&Ljd1ma#ZLiST6G9Yj
zs)^c7sC~V%(W@--o^13N(sQ&gL;Z5>bc{QW#K<8n^C>CRlP>tp2CH+Thob$&8Uoh-
z4z&gMi7P~`?6{}a>7A$jd?}`K;h?q5{<24vfgNHC2DI|x0Wn5{i!Ex{HA4-2xG}Vq
zLVwm@2`sMHUe;_)`h^xaU{Ud(k`}|QMs%9Ut?2A8yvdEMT0?r=oB;1?dP9^~f=_t2
zR<7#W%!?zPPJjs5$g0;j!xu+fJm>SW4FIi%=zA;!^$j}+lCfL>X_INmTq(!cz0tXz
zDM9cVU%`A7H#~Z@fh+l*9EF8WZzL|v2LB!MFv>MBJR3Y{#fraI@NdH%rGI6<wiqC0
zOKB_mR+%YuV~lIA=q7^r81A#AHT5eS?3z=HS3*YeZk_0@K%lqT;KTJq$$fj!TSV6K
zxC)Qx@Ff%K%^>2)$w5*FfVy@8Y#5KA7J6>teb=c~>lj;&TD}y*S(cibr+TOnpI}D>
z1>)SOB0{nu5RxEwY%{|5r}$iCL2jTX>A9ynRH?W;=D)n_Cm<e}YXRCQ9<7jkbc`k+
zi-XGbU0S;)%jK#%Uz_dA2fN$qe6X~}L~Xy;*Y-pRXAeH(m9}9*d0uB43LT>qXTfG1
zx9Shhtii!in*qsaTkHcFB~uC|u{!Ri6Em%*BRXZ!*QYdtiFVoGaiCG$f_fdx?y+U<
z5yU#|PJ!;KPvOqNEkILe$L9Dy%s-dgK=plWP<Qs{d4R|yKURPe+y6LZozGWbewWIY
zF#;E#HlHO%-MjJ6i98V<qi^$AF36$k+bh?_AK<*1Q8Sn+D?B$TT<DJR+R1-RuA78D
zk?X(ejnuB{4bb0u1GL+tU&`C@=9s1!S?-iq2fh~8gq8~-TF;;0B-J829?s_hd@WPh
z7xQc9D|tpo+l7YfR8=8FM)~YKh=aN}I+Tb-QDfCFW#ohl+yE}sbef3HMx!%XfH#F`
z>_~F^+FhKlQe-ic*TOfjFFL>H$Mf?j9xnoj^jR494Yn4eXyz!SZ^wy0peP>4*%l#J
ze;q>Um-6(xL`&hm7lQftuL6IIU-*&CzZJ`6bGVjcPurI?<cdanzo%@?TW(rx|G6Cc
zI2^tfMcH5wo=0UKw{1TJll3Ce`q2vkb8}VZZNvZ1Q5E0ZyZB|^587NiTIiBDy+W77
z7Cd|@`=O=iKvG4@8%E!PJW6wAeO>FQOiN|vnFq?vWr}Oj0|;j;p>64BXo8Gn$F|bX
zGSd6XD#>1+iQRC?U(5o`gKh>6XMGLDW#<0_s*w<CMQRqL4}9b@Y}g16`6KX}(4ff&
zC|LY9Cwx=2*T=%!c6sKK1l|1?!6hbY6F-#=Zjur>@VZuQDC_yVrBosgq2t;CY)3bb
zc9Qte_M+{VvQldJ8q)xI(X%V#DhlYN(HrbR8Zli-SAo^U*B+OMg;T6vQ(dV?_oXvN
z(-LlL4;kdvBas{W4s)*Li#I7a&1FZ{wp=t}ZA&Zw<HY{VhkEi%iV+5%4gUN?yIz8O
z5CxhV_U_{b?3;OO4)azzIk~05x{L#UyiXMrQBOw7Q8hALF~s`4raSCQJnUZ&Q5be6
z`wba6Zov%0JsJ7ju(^5r3Wj6$23J911HNJ}OGbfh(QfVP$8~2WZ<VLV=iC)sW1ilq
z>^a??66ucSRuqrRUKfxeQAV)yIeCO1ehlj@C|h_^$!Z#Nh|!2LDi^1BCK1^~mT!)d
z*o8b7vwT!m$TcC$cQF7%@0^x#<mL0>`-`brK1bw|$f*I528o>ND<F<jAAXBn2&b;i
z$Ek2YGOj4&&{zvHT}vz0;We0jcjKs)%mcJeROc$`j|*qZ?~n(Qo8Y=pAg4P>$|-Ry
zlLW+#<vYC_3!NE+lW#1Ru2RUR4WMnb&&`P%w-4Fpee@YwJf!<V!#Enn>bw%^rPk}x
zuboJLkylH7A7G;~Val$q1M4%5G;E8F)Z1-24)LC%w}v$ddb^wJIB{f~9}pSY$D(B2
zYgOo-R0HhFUB=rkUxUr@1eZAdRw;$n3?0QL(mZmFYHT9Mpmn-<jK$EFpQt_ST?sA(
z@~#~J*?mT37U8WV?V?951gcmEoMB{&Es-(b>}OO4<<#~fqaqhqg&CFh|En`9G8bq@
z<$ZO_y~(JIaSHBo@1jn)BP+Q^wtg|9fz!{4nNVhINn)n|vM+(4Mn8i9t@n%1oU{Z_
z9}v?E4PyFh!kHs9K~5dO`Jox-!xDv|;1JLpc{hLmxeRs0m#x1~qT6szjQS4I@BaUY
z>)`b;y|`;Ly`L_|UlF+8Z$?3+_sn^&_l05aCR`|$Nzm>>ShN<5<8B1L2(Ji+SDUc&
zvr>2%9M%bGn1FUGVLZzLhhM~g*fDDNX@)Pp9%A41k!8Z0ENbAAMPg?(me~30Y)@SE
z<(2R!6d-W(C8Y$;025(Wo^Qc`6#HZ|m8F&S$M?r?8GZ}#TV7c|rU=u2B?z`#K_gma
zBZTlx)psyFs})urqFV0lcNyO@@_Rnet@2XPhhO?T3t)bA@*D(oW{V;i!>2^QCbF(<
zkIQ;)2p`u_4A0N;QA5E2uu2$!-!XuY_y=>NdD|)bn?#2XZj=QO8p)M>q&{s%ZC9bi
z=%5W!ZG}s0!3bL@*&o1Wuz;+puW7Byy!i;;!lZ&Rh$<=VB`?=*Q<Zs_2c;$etmEq)
zyAU+<CQFV6P*o-%jxB#DYF}&?b%{ZRJ9+wvQE63$2~-6^QVz~kW;Vm4%-}DIBc&4v
zu)2a85K5G!gl<}joi1^^VyOvkiit<6<*qoi!Y+lQFq~lFZ@GX02XLF|z5EkvZ5CNv
zJbx(@3EBux$3h*0fxnT#(WZ@6IY9-x2+hV*L7Q=hku0U~XUVEctd8-X1UoDGR2KYK
zD{7!t7$RY)X#G7H6gK_kzx5x0SLsp@!sP1FAcZG%ICJ4!L+hOnIWLuL!=eQXQw58k
z<^q@}LnQey8dbu_b5sy`#Qin3Fg!?HFWrKI$oO|*sjT^70kYFuiu<y-VRWk&+1Cbl
zTXgbmT$&8Nhmw&GDlEq@443cFt1CN3P!=CiT~!u;x<_TP2Y=}!)ITg$1rh&XNiME~
zK+eBQ1TsGqNO@GTu_g{Tn2n#uF+ktLqA{d2V^+*EqEZ2>XmgefWy;yjbIA`lY}L+D
z6ukNS7W{4fOK8E6U7-kCqG3Fl)s8OS`E06<Mc2Fi3q@W`Wn(14g+`J5S2$O>01qK^
zMi8}Y_W>T&!s;jV54JGs$`^R;eHjO?YTpbQ1{xh9nLNmyyTlb{gCZGb!~{%DGx+H^
zr^cZgj=z&<@upwjssEtsc%Nv1NNAT)&ef_-c*HJjnbxJ}xX(;OPJppdUSwAPy-!vQ
zki*RebN+7JGm?~H*DIu*M8V{68M<ge7tH`^dEh!Eo181VheYbqr3E?$-itO(6*i*_
z;VQF3*xi8c`bc+t`38LOyrDGuG+SY0$cvz|Ve7sMX07W`Iz4j}k45mdi#5^v9C8o8
z@O?}kWdl)B?w`VaJ4Lq1ADmYOsF;>CQHQXSm4d|PtfaEUzVW4?5+nzp{)%7R%0OL6
zpp<k_$@yoSDk6E*TA4FkNo;{B)rD)WqqBm8c#c-C4q_!Tq8w3*zr5nR?%Q@e-x3K3
zfq9XNOs)iA$DXzsoDVR9)uSmKkSUa})D$Plh52BYpcW5Bz!z+eN?1o(&gnE`1GkCN
zL}xz1oDGJOM*Qt!xNAs@zq^weV>8wV)wv~GA%u(9oWp^P^M?(j@ONdglqtRcqFxDz
zaXFEAd7A@GEf{*R7?xd?tL3W4VT57)ldx|Dr2?GR&)GOCgf3MI1bW99bku6C#mY=+
zI^j>}CiuujYbU`xn_!-e2x?YhkLPko4^s%;w9tZ!+35cpQPgaT&SjBg7e+UuU$hqS
zA1w~f+5H3{2Es4~K2W5@!)=YyhvI)nj3yET@1*$AWh4eZK`7}l2Hr>2WhMH+Sb7};
zM|m8T4>V*Wqsf2W3UybJq*bt+9!+kJ-4u*1x{W5^f6_&h_unC=*1Kqub_W6jwTCd8
z>}2^@5KXo@{PAe=AbJFKP+O8>*waK7Sz>ac$qt|j9{i;Yj`kgyN?}OBI-!{p0L{C|
z1%CfWM3W~eqn45nTgq{Qcr>|z7jNc9lY!jF8ILCEuLZbQ(d2EnIa&Phc9q3*Eb2a*
z<a?%I$O;k2{7@j}F#I+ceyc8%BGKe98ABwRJj6*2jl|{bqyx3l<X7qMLR?T0<23)h
znDD<0`I{6I=862E0%rp4R~-}1RGsLeifv*{$b5<;D-A&dnGGHp2O!9Jf!>Ot0p=qY
zjvg=V+}u!xmMv)643Jn%cnXQkjS08T6BAx#mfDPx(7RnwCIv}fK}`6*68AqI6aE$<
z6j_CN2u!Bl@=w?cBb469gpbfx)#YA8KMIDe74wb6gnwlK3JE6h&<2`fr{4xQHZdmr
z2eN`e=S|`|Tud0Q$2bRoxG8;=5_yy^-{~WaklOczPA&)J@hN#UOR;S51|Q9CH3RW_
zw82eYgKRkyH_YO>nI#$!<ax5OU)&TrNxtmv0wZNUlC4ID5T5n*H_cis)i8@Dm<8h_
z23)`*qpmP39f`H1<Z+>$K^hc-SP|D&JyG#=A3QX&@1YWGA@jldx^@%;G42aeGipWn
z_OwYspc4t-4$|-nRy)3{<1pZY#zD2h9SkqCZEm~Ib=4#7jBBuNArhg+CT#HyII{?(
z&Y={FLoqdhUqk*v%607>qc9W<8~5MIP{>_W2vb^h1XBBi)G`p@TEu~@VzG1pB#Rcb
zr|KF#nnh6M*wm7^R#xh4#10Cc59sQ$!BfI(m9tWEmvj?ZO}~R86aD9`iixCvd2)FV
z(!$3x1?LkWzZvwR2$!*9EsI4k*B`jyP)l*kxIVYr&)@nIdjoZgo9p%gY%AN25m*um
z_kq}51wTWeYPYo*7vWiU{<SWCxnrxvFE3-$skcOJ6$|^c$b`I&z8$@iy+HI)#wLsZ
z-`v$2$y|fVzkq8oZKAvuE$B?iy{=GF*f`Uapb+BW)f4|&G9y8%(QMI|daDhQF_;6#
z(?nU4+J-fHizkJEc|aCQBIBp2dKum`@t!e@YeX3lAo7KA!*~>ny+6ugfyxH!b-^hJ
z_M!N2qs_J09aOORC9OdhI7`hNY(+)oaRDBA4VY1`)1;QU*0!q5>!y<qp@vRbnk<cC
z7|lnB0=UOXjRUNY0uBlRzv}=oAUQ_|%+<yA11}gI?j0x5I?vs8Bj-6z5<<W{>@G1i
zKVi+H)oHm`%zEHL-vbq)E2mBATo2S&NXh4cJ|Q1vuW!Tyy|32MB{5F#JP;N$#cDqG
zO+-;#>N|rJ-Nq&|d=;IjXk^r%2`P>V&3LTJtPv^6_pM|goceTA8TC%Ji|i1$3;y9Z
z8_0<aVP`uZPo|d|`dHlv)Js8)>sY`Sx{l@XIO!O=A-%50Q+z`m1X3sh@jWodPmT2U
zVXHK9ea~hTiTIvei5lDb9Nnr^bK(tT$Dtj*K=F|xU6Eq2PfGAdF3MmolE=;L<0X8I
z#v4yW8;tfEMB@!hYdP56qG7Rh`!ccJFKlEufW1yK8{jmcq~Pd$QLYXc5)kkwo(Itl
zaBtz<eJ_h-Dil9}PQ(X%qU^#Wz949GdcaxYy$zwRVZahY;5QpAiH1?-(vCA#yYj-$
zRL>E)7f>x)%ke=W-O8{96k4Lcg$tr}-Jp(23B2iGmb#I5G0xfBvfvI5if?zw6}Wk0
z;~(QnUtTpW46x|mCi9`Bq2$X#W^;bUyDSFT-V7{@@Prxo3zY`Rly);z5{WbLFQ1m}
zrfvp4!;UgC1K$FF1xs)<@Xo-PGXuYVUCs<#>i8)>7`!yERDO#o1{#1c&&81UJS!St
zxFmYgm&8PPqOvv${%usliAE%tMvq;PAXO28r39b&ThL`T*lQL92$Nl6Amt)y(R%eW
z)lL@C8xmGhE>FP8s55Ki;~f$i(F~jTh#SzM1P~Lymh}%4BwebvI=7*;jX)DD+Y$7L
z)I|HsRgh4TFo@n&2Ssg{+_p%#0?j)nqJ{`jBEv0~jSW!x(8`wRGOZP#H9-dcJJ)jR
zk^cAjDgVUnA1sQZ`3I9IZ!QzrR_C9K7J~#g7Zq9t6Xz2$wrp@q2w_+ZzX?c<OEJrq
z$dWERdFCQGj6T$pB}5l`Q2NM9bcbPx**5e33Snz_5N)PV0JmYd{ovoNU80DK8GU^-
zUoi(A-zIkszQ%E<zc32l{$mkw5Ow(eU>jIRu=+~jP^I_&AgYTl#)B`QINiSagF?Qz
z5tCND<_kytB&2|@5wluftUT6eA1Ljs0B{t09gZL@ng8tj9I9clybtO!t~H<v>Vl%b
z_-6_JuziiEtfcKvy|$`S@1RYb0uwWSUY1Y(E0SxHWxu&2w!aXkUiJ?_p^w?%V%U?V
z!I`RwM57#+oH#Q)Vh*<p8By*T+B=ge1pBT}u1TgHw?i97`?TNv70`ZDNQN77bR<3L
zfgE<Q<VEygnx&5$7WB<LSmx`&V)0-)H09;lLXT2Fg0y$I?n0GPZ&s-Jb#|54pWPI$
zdhqw55uG)?`Lr(a+A6L8K$~9b3#<+@-{U!BGLZz~CBv+K=d6yS?~Jbkpv2Df#EdzV
zjFI?+4vJyd?1er=ozA_S_QFa1I|N(RZp;9FFaDnR7!EM@p14yY0j_M&;~Xj<eqk_h
zGZ@bx?OAey<X8&}ACe}NDL~`ziGRaNsj>c9@Rb<<Y=}cye?=#g)eibS0hF>^?Z~A7
zG4p$avPn9;4X&4!&||^lS2%Bb13f87{D4LBHh74o`e5=l0g)K^GE|1yzE_x|&tQO&
zH^9$p=AJ~hdmj9|hromPMSzK5!e#qp4(pv}Z;TDlM+F!V{)55g?%03taEvkH>Ae<I
zA)F?NoG5tMHJ}#^*9=}n{09Lk0@`+RcBMSZ7UOH0qw!O8RsrlX$zL14CW?Z&K?J^-
zH8O!9kcGo=vp?xopJ3w_;8`qsPI+`nBgL^FD9ID?My+ZXNzTo>|3sE7xmLAP)T*|D
zONkt`$uX<p31)Szti|)0)m)`W%&I?zBxZGnG|6LDV_BKstjzQQ-8ATg%Z;DfM#*NC
zb9@MNz^*Pgc6Cm@v#Vn+SG&4_MPgU`S+d`GB*q_Wp<-CCz=MW{b+IgJ;)Zpetl#KN
zB8K(BCmS{dcU<ZW%dMJwZ&%Q;uR1knq6O7;69X{k<uo|70vEMGYyWp==3rwJ!Z0DS
zKLGYAqZDZ#>CN31%JATOHWYAa0{0CNL0~Q)8*Ra4PbR*E5n{B_coRZ`#z*=yFrGaE
zyXs_uYkUCDsmf13M254EnFC=y&3*BAE9SHo!kbkgv{<O!Rr=y=0+bTtHknu#&jPU*
zAu=>MlqjHtA%KH_9fFzmnLxI|VK<yTg%TQ#IV=&#tfl*=fkrIv2pwh<f+C`Y=af68
z@6cjQ&9aNQ$=jKFg>9jG{YbGPXhNAX<BVg-47wD{jQ1<$#jM?>$2O%MP|(MM-(KcS
z_p+sGy05W_1J!UJzjPIr;3X$;CnO%7`0!^rnVJgrUL-ci<%zRFXIb$%14G3Ln@W<Z
zDQo3#U^xD%Stq&uPWTcvJI0JEiP^;q(W5*o=eT(n7A4XuRTg1UDtoT|eZ4zM72O9T
zB!TAA!64#53EkgRy@{&G9;+RWBfV`Tc>>v_X@O{zZ1jAcqUE<)_z##9_53{xX7v0u
zJex=|s^@$)7hG1({<-Y8qTLuhKS-jd?)3cUq~<@N=fBfo#`Sy^-))lTxq5z^R#6R$
z020-6Va5eVlNkwm9@~`asrzG#spBHQ>zDA)Y|zP~yy||;DD;s>-49zR8sOAjuj7JR
z)j_wBCCPVEVn6c2os@8K3>8G2N+(r3egh5WvV<9`UiK4p8FfAKcp(;O$}0^=yFAY^
z4gn~}!s>EYoqRljD;zUX^|%%+bvPFV{UdpS2N~~(Hlfc-g;Te8s;UD?DFrFCI}8F&
z$>jwWdTrHC{q>-oQ|t`iP}xVRa2bk9O^2Ze<b2>$aiI`)(U-{TV(6-Ki)@Uj(}hy?
zOHgH3ai#}7%20Tu)wC`j{#rz5o~;&1&}}1PS(WAAMU8vM#L{}&F+)eHMARR#9(Q9~
zUsLKjvsZ&ss>1Ac;i?XmgGQl$EZ|W&OCaxLFmDa3=sFkaKKwO=BH$DU?G?w^7sJDp
z)h0y^B0ng%Ok01#TV@moE|{4Fa+)|FL-SXnQ6thy7EjSgs^xgtzS}(6k41Vkv)T0a
zM`0$1OTSkPd~LwjDx^V%LK#TGblc6y1PWV&br$A}rTN<j_jBeLR?&V@<o<S~noATp
zv=6DaxFD!dprCNg^^_D*U9>|mOWuvp<+NA+tn$;(I@0pzr)Z8;r&L1M+8#g?#2}wk
zvI5>s(s||3IfU2#L3?2{4#bm}7#lX%Z$lgf|HU?#q;#YhRGc`za3OK>ljp3y$&-*{
zu^Sz`(5%a_o%>bg(H$iqQa~U`vL~3NB<c=OukJ{7^Sz<IZWcm#rjKlJkWHuLnFq7w
zh2&Pu?v%o8u&pFkB%08?CFnMJcNaCIEATbUb^cS#*tAhv#7{&b)U`fPS_rm?IUi+^
zmctE1qIQwR<hR325B0Rn>8YNEf>7`!at>K$X?c8#%24tcv+{gH0naXXPVj>I7J@%K
zUuGbIT|wBe>DBTGWz*Lf?M7%bB*mVp?1MH&y?|#LfrnKD=WP$nf^9tp$&z_|sUjsD
zw!Bn9nB!$3e19r@l~4MCubrmHzp-7vCiLJWWo0ZG2Ko(Ani7-0QMcot&`^D`#tjym
zX)-gKMvkH3D`uouMlTYmm&Yu~AOz^gOEsW>HMouy32L7!=9>ZOoK!?F?<5WqokuUt
zI)qtK0W<MggCMkCID+vm*B1v_3C(DtM^p>>%VC^CHZ^jaFPVATAy6i+P==CDa7Q2%
z@T*y&j8O)}Be#C~Me(G_?d={Tx8_6bd}_m3vqH%qxefRs!!^<2SLM%aa2S8{Ms8=(
z8uCPL7oO`PH!I0fh%3}d(Z`Cej;{j))SCQ6rMT;}IJ!j@U6?gcg)4>Uz8w0lD3*o_
z&U?0DgRE#co#Nyyt8^+|&0=}P-V*ngM&Ae$9fpiqP`wMx0JDg!Pbz|r<3WKi<nPEU
z=(|C<!J^<AVx*x&4`^-8Ndo}b_3*ms`vO8PszBJL8KWX`A1m>Mo+Nf@ksk4~XPoV9
z4&SPZq5%e%BMU70lenOS2n|)oIY1z>J@hw#DFAj9ThMRBL4n$${2N~(Em~cg@K#XF
z9j}qTn&|Jk-1kmuy4xRYwKWp`WkOFtdoOYdBwWVq-OU-g?@~E)MbyI?I*eB-T6hpC
zGCtS6;~VMxk3xM9P;Si-)lBMleR;X!;Gd=4MO8d|+KYJcO%Z-#y!h6}#EakHQIBZ6
zIDkdbc<~lDT05nvrBM5*Jme1k+Jt!Vfv+xJoZVf#IA+u0MPydPcyZf*D_&GRIjGdr
zlR~I5JRV$I2D@R@ob%3+-N$az(Av$tX~Anlth}+?5q=w`C3jLE=>tU(o7ipP?Z!z(
zVz(=$op^leOj*pkLVvQsYk=_ru%2SKzOy$rcDs8oy2zemx06XoBzEJlHzju4pY8tR
zvD*jq(_!rPhCC+3Zttl-x1R=q9P)|z6LH8A$6KAm)Mq?eSmK{_rrsiO%YjKpOPp7X
zD^Dj?0IzjmV4T@t1pL7aZtv?grS3(PAtPLuCt`di7o){bOg09ohC((mWJI6%#r|h`
z!$dcx&z<5iD%!cnz2iG5h04;C^B12kW_mB9As|1ZqEqs+%~PqR6;Cf*@N`P{Rtf0c
z2x8>=33+N@NTaWd+pxE+?lyQ|hA6Ej<arC{4WvDTfF^czw{*p+7b}Dia6bCNx*Fdh
zW_!F8mAxer8Pt<>?)l)x`U|v8Hn>vX=b|Hgs(}%ur1P2pWXXR9rFl@6`6ve?w;ynM
zg1!-yj&Ak(p6mfyZc}h3eo$@Dh^rhTXhB6YA})+{bmJcd=b{D8sk$+sA9dM4_PPzL
zXsRu@{8$eTA_6m)CQ9}LyE`Rbyh0LLOc`KnmJPhV06az&Nl4%eH{529)GqtD$P0-S
z(UnZ!>2j}yH=gi|HZo1t*9B-Wf0lS625iMxx-)$NV!1b%{NVaZ$oV>1gz4YyX<s%+
zV&QTxz6yDRnSe_`7?jn~Lh<8fez?<Q6wM0&;AM_m*7N4?B4MAFr@g<Kz$G0JLN-_c
zG@e|dwu<q@EgU;z6eb>bVUXCnBYfgYOYHUxd6d1ji-cULrc?<#e#)YxEWXhVBK*jS
z0@Q}BWKbN2jw68wc1-zQ+(My<c4QKl65C53HDQ%H9a)e{)$ynbahF0O7-<~_kJt;V
zX?#~z)-T!MMcLa&-3uVdR^t&a0?GL10Q8TEKQt2uBfPuTIG7H0DJ8hB0-+}UmR;KP
z492R3lD}vyVoy2vTg$+>4`tsfci{ttz<+^~kn*(Xl8p%@i33(B<QqAV7y^c&n|v+Q
zXxG2$XGC*3hE7hk3AuDs^`P5776Kw!B%`huaai~}LE?foTiz?J|4wcPs&s}hVc0pQ
zuW0ryY9Zz+o*y&%FSA)j*9ywos;`FrtFW`#%F;}OuvO18%OGATq+Pw*B#w;hU2cok
zxeMlqqp+IQXr;Atdo%A*g1%y-6p5AX%`{t}li7rKblJs=U1nvtF+dxwSM058E)naD
z^jxcT)F!}lbzV(H!E-lM{9GErkN_W2v4f+6Sc(LTN5y<Y1x%+kRj{O1f&h44*%v$X
zEVy0GXKZ^m|3v<dMY6Sl;}kY6f$IsLsu2$z-7_TmYq{-wGTcX0H@s-bdLg65&tcDS
zRI31MJ#7rOH3`;>sbYO@tjGQW$M(I@Q4eT|#~x1yrYr%Ag(YXQDC)84M<^Hk2PuU6
zS?5V>e?Myo8TBKh93&0i9x$l{UMQgi1C4qsM8$GS>R^EDK@${X^P4>K3{W#4cO){2
zghhk5z+>c~NdfEm4dM7flT!58ZVaZ`V#^{yugM+3*2H|hAO|G&f#Wee!XgKaqPdcY
zN9=AcZwIERKIHW)o$T57EA{@l&ikEJz>%TCk8mepgex(^<rp1)vq66@?DZg@Jnv73
zjtOZ^fu3=dG2hakW9Brr63VdL_<-5SDPRs`rdpuR*QTv&p4TZ^3a3g_dOtM9wI1p|
z4$-E&X;Yd01iI3qxXPix%%@>C6%0Tj@YfA6%G)`V&t$hF;pO@ez+*}_!@NqjkTsjS
zHq^n@DGTmlU%06ofon4YSNw7k6gPLF7r1s*8$a@<6v{N*Y;0otu&B`#$(fy8jQe^R
z6W8V-nE_H{-7NP9nnM+Jq9!&PEEUU3j6L4o!U_$XfCttQJphN6C-!(!HdDes(j5y&
zZ#N~$vBz%Yf6gApE@&6nCw{uKvYxn5#GimdI_?8DGNry|rZJLeTR`vPLpvOs`K1mA
zW6=pf(gXq^1iS?`U$q|LWPdv3uj{AdaN)XMe$3;Azff&M%WN><PpH8JSY|;lB`6bG
z*<fERufi1)>_wDhI?j8>*AjT<?M8yJf(SB?y8XPmE(3$5^(s{eial7PdoK6_mrcdp
zZooOGHCJ$fXuR94vP`q9OiRS;uwxEoJ2l&8wdruc*L<d<kPDwd-I12MAF@LHnGicu
z9#?^PAkbc0b&5}8U(zB=&TO#m2FIIiBdbSC)(JvZ?KJcT4aALoL@$TvK*N3^OQ4@o
zw%n=8rEIy9gHl_9g_1I19lq*71yq=`W#AFkt;SorHDet^a6v6ecPm^=<L#LJ$hy7`
z613KbtXqQ5XiF5!yRv=3&SXVi!3Mg&TB-XBHOw&W=RZ??V8@H>5*R4%`q7r4orIv;
zNhoe6)6(q6GOfg88kiw#e9MqJugi|p!7*|b|2dAy7h(;^I&gd>!mev^l&FKt_%;wr
zeq*6A+UNHT?~-ukH|Ea??i7r*TsQ-rvo>Na{}48hBF*Nl<yWKkjakdT1&f7Px>?I_
zaTEFwHn$k7+L<qK^RMOa`aUB;#;4t{<wY~RwfyQy5-I9h-Yi|x;-ZcF8!i3%E3)w@
zu~EETzS%7-x+sNo#S=^?QSur<&R+(mcpoxQVlSap|3=;+j3tarPPSoHDJTLX!W@eX
z6^iz<oc@;?whh~N9+?111Y7+`@WZ8MgH<hj(ZyqK;w*k8kNj*!GixuCM}}c&oegf~
zer)k9=nTFBA0-@}>5N2TSIOzMiZ%_&Z<7H^+aFHkSaDCi2m+cY$rNEj06f94?+K&%
zQfm0=!@nPilrY`tTywJw$7gnc*SN|T&K8w9e2_HLvD#TS*z+R{fU0>2N@Tz#bc8Y_
zVaH_>X)!Ls2(7c6kWExa0g7gg8Zp3QPQyTwHI0FYmHj;*ix7|nK-lU=TZjR4p>-Eo
z^=Cai*7Li9_>$V~@Lb`zWAU1vLi<K<i7_na{KS0=X9K6peR~$s3H`(1xcnPUq!60i
zXN+?3?Wc#d<gBX&xKqb1z>~WHR#j+xfP#agjl@+aNIQw8?E44^5_SQBL{BFCLcS70
z*C&fsE0!+N2d;bAjTnwt!f@%1DKOy62J@Do_i#Hhk|^;5KjqXU>v>J9FMdUuRl9Nz
z{In@W*yUK!*57v2B274-wB#Q6xu2C%lX&1K`DDUQ&}MB!Q85GqX4oTE75KY7GAetX
zz&n}n9PLzB*(*;~lTPtBdNN_`mFUFhkHsVge+)(%o=o`HFUb{3l1>3Mi3a?grAixQ
z<Su=jfK$6c!O84UHrvEipTfDQ1XBTRD9=8W?%%O}53Lj9c<k@7_kCFXwz^&Fw^19G
z#1kw_Y*|KKCO|gMS14oY<Nhs*BfY1^(rv_^m*OpYL-DpgP!zFo$Z0B5jurkBxo9&3
z_F#n{0up8xx5C@V51q^-R(KDj?@d7W63o}KURmLxf+U|6F43-|R@hgX<gvmJ@j*P*
z)Qzyh6Ey&*>1~P?j{dH*!aXOb6<)xis1;sK?)v<RSmAr94Xto@jv~hjcXnfwC9E}0
z94p@tWX8m;Fi}PBbclTif1RiZt+xja`Ah=p91Xck0{>h;eT4Mp{Pg_<^G+V-C`i(|
z%n7()E5Dn*TzeJ;QSS+tv$r(KqaZu6GQXQnK9~8!@W^ALf_Q_nQuWSdervqbkG^!4
zAn|)Fik{2-IeD9aNZeHyDns=c`Dl`Q9Kq6DC;bT4$H7_Ey;6^}uCs`J_4p7WVa$VI
zhC+tN+Y>rsFsPT%4OO@;i%Xo6{Ch(0JQ4JmKz0RT!=_iuBj-M@ukfqk`FJjXktgVB
zPv`?6HoC81B}z7BU%^k<Ze#WpY_9PfZKxQIADSXD7#M<8B4=|jW;)4}!J-<cY~(Rv
z8^Kgo^lA&}*?_bwoG_Av{Adqd@^Vw=WfRM~=r$dho6Hol=k-Ynu)lQS`-dF)ANLR&
z($q!%?U&-QJNZ|I^8X!S!=|^&W3K#Z9y#)#PvFR&;D>Q4BP##9P!f^99Y|gwJxUy*
zknWYo1R>RP1=A}bO$xtI4>>p)xag!~7Zp}EI2Dl8jLH1<_F;C`{oP7A_V!{-1h?Sn
zKGsqYeT$d01fk+UfB0fC`iWSdajF5lT1?_q@lsFignfJUk`j4O&j@Jv_`o2JiI+ml
z&0Q}OEYqeZ&rDfX%Q*5^)mL!`O=Ruh>l}O!c8GHOs;Jw~r2~3=SQRel*Dap`^q^(#
z%X$^b%9EgR8Y(Yf2k7XpEYh`6t74L1_lO<v{e+<>pe~GRY12i{rr8bC$oAEom>PPP
zpdD2>=uk$Al0O_E)@WrYktq}6I8koHH(IUmb8{l;CU%xr=D00T!xwH1DkY-#5fFsw
z2_kR`hkEba31D&l9K7Hn9>bANzbK#(HJ{kz-gRI#5dF@|@r9KcZjT)Uw#Zv4v`3D@
zH2_DuYmkS&bcDy2KB%JZ&y+qefrCJFt-}7dzo$%1-)QuSD~AjAbgLEPZF^YtsBo<%
zI&G(8f?i{WjoR0)UrV;Ht<kS%UxNu2v#%Yrj54|iy9$igay^#09_>!-h<*KuS$k+n
zH}+LYkFNH$8#_Qpb>ieDo#5No(n8qRi^oOmD<Pvf{6Pc)RR0#3adTZMc<~ys9ssQF
ztFN!2zR4)=-8-(AM5XLf>gXpsoABk<+HIEEroTG=%MFWPuH8PU7h<!))u3X{t+pE=
z-+T|*xU`+^Hk$TC8g$?zP5hGToxlVa&@6CjH!r6t1eg)G_F}eod7q0oRIn3;@DbVI
zoAQh$k8O@4RZj;?D+D8&6G|*`yzoyOtvOcs6{bFOqYUE<_mPxB5lLW@u|Gx^+;$G+
zhqo?BLKJxuR*qM5AMH4igCQmL<&~8U;f?VJ?ao1NrpU3U?TJt?qTe4nMU2!UFpg3D
zlMHPof>OmF-WU(UcrUNh$qCR&$hNLA)4H_cE<l5=pe92#<e$afo^Cx14=uyqH2N+%
zA=hRA`=hw6vd^=XLt6_jy;G$P1oR-p;|{ntZ2dSYu@&&HRP8`iHqwEc2(YqGiz00?
zt%^ChoLg+3z$CfXL+O&O7BZJi2fx+~kkAEGg{waxv%`os)d}-LHhb1lD*SIUdxILy
z8Tyfu9hZPukN;D3&_CxT;qh<u^&(^lO&EfS5@+}g1$l<31}?m_!;DfF4(y6=ih`g&
zku84vOZQ5D$JR23kQyknVYEz`3Z-Y-Tg*s)uIpO!p&dDu=lBz<OdX*j-!n@?LAszI
zo#uTg{>}zM*szLDJ%rXTXr{GERyA^51d!A4Iy}r)mjM|F((EJ=ox%}H5QySzP>ua9
z64CNZX|rM<_((u!@b}?gZV2ARR&~|QW-3a<gbl&VQiRV@*#na}1w@OWM`Y$wq_p*F
z;6-W@I-(~=T13mKu{=uI@C|ZLC>Tjd*d8*HeNaX^f^(nh_&$gX{!I6v-uD)9FWKNz
z7G*2i1@XRugyuv2kTaUCY5|sx%W*UlsN0FU9jM#p{&#T5G2(Q%Gsgrilfb2w;L`FZ
zDjor(e9^<|Tj2l-ef&yz+h#MkFZ-h?dahy6Zf=gWF_6i-JsZ~eF>*R8WtmPoK_sLt
zCU$Gs%p!zJgaP&KsHXt$<}U*3B54Z^VL+W2i-~6ddU75;iGt%%emh}>EN8HV2uMUo
z`J33>z5^--(QV*Ut63w90QZ3kd0&y^F1lcA+yPB3^S=9mlGs<|KAY~o`>~4C1eYA)
z<{E^ipd@@#vHlx6;J@KFX@r`i_v7=Id`R+Jl{DOG)Q`NAy$FV31cKSswRiK5VU3Sf
zDU@h8l860RfD)sruCTow-NvkI6sOZ9J720)qH&da+R?DuipaWUAt><Ts@Ld{V{z4!
zT1ExiXQUC0H;0wQ^Z@$cuUlsSnbPkzuIi)>s%1Yuf`4X%-S{hB1SHF>FNUx^-VX+s
z93@0}ChKut*BNWEM_N0DQi}oyEP+nPw8hvZYh6uRG%fVGPy(DCIMRAjJ#o{#?#u9G
zR;)!t`qv5S|Ep&FHM?%ojK7}EdYJLYbV6I|yP5I7hJ~MrG{5>8zYr8cN%GA2FY6rM
z%NhT6iBS;|$qG5&jDHECdY<uxFmJ|x>S!?!Xl8uIuf;XS-D~m(hg%5x3tBHccNi1g
zzY9&rCA2@E4FXG$<;;x<{xlRZ!Q1O751O}&30{z*9%6z|$jn~F1p7+>o*Wb0M^~Vp
zqn<2*p}xVQ-p2&rC-zuOkOqe!6wkp-0+;f|1f^F4Lo_DXjYZLzU@@jbCl~cs#`hcq
zhMOAa$sw4yPr-Z@dGp*aY-T6NNKCM$$Pr)4;O~DVCZPO#6BFDA6^h3MT@%5fo??Q3
z0myt=_HMY}9%6#;gTqvS!*V$-b8>D>aJUaie#c{i8lv3Tm|&ET)ti|jv%+{E$aIak
z8RVbBK4DPdiHi(g0EKzc5IDM1x*xaU3az=31{^9d|LNPb5Sl6`MG5e%^v2N>5OJHt
zb7qyjW@l2uXr7ckq4VC+-<NJ$iSQ<DL$in0iC^Lbmmj|ikKw-N$A}Dwbf3<8TA14H
zbHn&&HW<QRT{nOVnX?}RhT!VMP;NhO5Q$}t{j31y(0(|&e5X3>2_4O8cFAH>kW^zM
zyo;rX!7T<tOEtId9~JiInH>m66z!6l2MbVC4x)pE$Ob=Q;y|`#bUwhPi>wi!4))B~
zDuTNtB*27>j#x?%l0w8P5;K`k3LpJSuEc!HN1}f~7DCH}BHWV#=2IuyQJU<h9^NU!
zXC05(t>@x%DUHy3^`T#GSQYFZm5?Jj<S+PgL9~ZWm1IOoEZgBcz2!g?xSk5WhW;qE
z*m!ftFkJ|<^7PpZcHvFu&6KAJaYb{-5VPUBu(eAKF5l6*D0i?rwx>Aks=%Gffru%~
zxQ6D^ydXle=Z93{jmbJV(`&_^9Qz<so+0#jONB=vzNH~;OieWi1XE;H*o?P=jZai;
z0F$vNUUGpbH;Q<q->Teir7f5_l-M8GbP*gji1VP-DZV{FS8co5r!ABX@hPrPZjl{!
zIfv&4Vk0)>=51hqQ%^Uv<4ra`vUCSVfjzApx5)W4o-1?{#BjGiauNu-9$Z+4wd2A+
zQrTRp7sZ&PR!Be1!ygj+myOAM9U(}c{=tR~!!=E*?}vd!D&CzdR9B%#!P4||!Lr<b
zGHE#|Yc#MwCXxpY_C{1JG!=I!lE_|Hq>vZCT(S6*ipB3B|I3?(1pjj2?>M4kFSK6f
zQoXnCNY$pY14hXD3riZtFC>^LT3$y=>z;t)p5!)IM(u|#3Z@bAvXH!YyaWTIdY+aN
z>SIQdOZe^eId9u@HE=XREKo)S`DkCojnum9PM+t=Vm06C?3Z{kuM8b)0BE%8(w#SL
z*pPENdle9cr?Y>dXxq?j;_2)ip=8n1**h*5!aBiM{O45T8#6@%l1^v;Ro{?xLPNdN
z**BdnOl{?0e<K%`BPlN_R7-xxjd@Z2$Vb`T>Fmdvr5EYD`<Q~Z0EWAmVgmhe$M}%Q
zn<QA|4q%Cfet9kV;9`o;ky8(2il6NOWG<$-^B@;fTzs&`6fdwS8dI$0R*|D|MycDF
zVk!0rcs^OZV0^BV`5rk|V014Pjsi*AFueXpr)1-qs`PYW3kC9f*q3)M?0PY0H`X7@
zBMeRF^U<01%FK&wwmFAwkBE5=S?q-Xf5sM<*qml)J;ae`XY5SfM_^$Wo9&TPsqQ~F
zaNf#?EQL{lH1YUt@ZHRrLenF@`x}0PL`yzxKf5Z;UHhmi9KbD}8So>r44UI(F0@{Q
z!&wp5z?ZnGE7p5XuC*>~<^_0RuJt_B6a51IVqH}z>`ThE8n(^~5pE0}!z0ZoiF`v)
z_H1E;kO+Hr6D;EY>}tQw$f^Z|<8R!{%#nmP*3-VGXG>^Q+O&83nijlD`<A4Rn!a>9
zjjkZFujO~!Ye{(5-3pXM_O)0~u9Bu*Chi%(ob5JdU(;sFT$@3Sm@Ed{PCiX0dBP`g
zO=ILSVav?-S<$O4Gc|y8hMJB|aMH=&;hl4p{#t35%ZunLq-0+aRHw=Ao8*3dHE%8K
z%2aP{J@t5XRmJGv*NqmA`G`4@wR<7m^%2$Tlf8UCVv1NkzXU*L?f(9^#M^e4&o5P8
z2K{}8gfccJ?*;I|);=UzhbaZN9EKC$BFZqF(DiL6bRV(=VDg!P?R>0W|CofunkC-Z
zO@M^^-M$OCA0e2R_mH>LsgrVe_oL!3W4wFkM8~_|!!3#~CA<rfSt&x<FSc{~6c3+t
zFvca_f-Y@Fp&Os1)52Lm3OjXg8^;V$wUWdpRHU!(xuqL@A%F9~04J;5$en8kI2sk~
zJb>BNx94ynO`qq(q?KxXj}(6+M)7iE2$te%jKG`S7cJ;Yxo`4W51^LNpl<Fp=sgqw
zTX5I*2Vt#aO_=)(%W(}f&iY{ynP87tD10?H+bu#*O0p#oDlDqZpb{#b4Sqz058cx|
zd1SPQq43I0?!cJO!q7G4#dTN|*We^vi$h#aE|pEw^xqb4vWh6)Pd=bdWCO&zMgk;Z
zKFoJ1hO-d7UFxkOR&>BJinSmcd?G~Pa+nVl$ESRjB?oTK;otR<CCHH|!V+Xv$0=Y+
z&;X4$38ynSe}RSvSky3n8E~{3c^-%k4GoQ^=$kCkWtc5m56r>3y->br^?bXVgU;KH
znf|B?1M2kGDi@%Ir*$wz2VW@g#yIzci*S>It8weEC(*mrHTL4;iT4W{vOyDh<Js>|
z2FoBp8}^V$(w=W905~-26@-4$Bs&YjwSOsyg~D|k?@bUQBeAJ?D@_=b!@q@`a9l{F
z{=pda&+kL(fyWTN7^4YsMYy57(|&~$)YuT#_3Ob!e9lA%p4U#)$QZK29J9ex5-TpR
zEws5AEbN8NsgXHcMM=2oLR`JJxpuDNKwR%^?u-jClRKLWga~Z6G{3&hoyD@K&Fzn(
z(B^j88=}%A@4ND6HaM2QQJZ`Je2}Mh-)L;^RTd@K+|o2!Z<Nh#ffk{}6STwF+&)!K
zBkdf7ny=30zB!0m3+;;A+~cV5t=VepS8j77Pe>Xe_2Ny$bcRRX*je*-;H_+LgKQmG
z+*C#TuegMY7GI!UFYTPR#;nfp|1KYSK6})t*Ep3J1v$&OOGAvt7bo;=a{3oWU=7?Q
zYn!=1$vjjknbK<~$xj1!u2f}~AS}jD!+iW8W0o!`saRN0GJ07-$@t|3C8swQl+-jA
zl$_IAP*T@kP{M5_zb|L|`fK%Pi6WJ7a^V_QNJ&f+3?&gSudzBu4;LfZRQzUxDesZ@
z@IvB=%(?5UM-nq<w`}lRbnm^ZIbkv3U9MpTXbAHvmok2Gd6hAHI5Qr+C;!A0%%W&s
z<r-iJ-ued06W`T{UPrv^DJ~AoUGV2f^Y{>$n{wd)l{a+E6Tk}$5pS?F*cq7_y*#*h
z1O_Lenq1@3h!jdQ`GBwuSq=`)#ca7#RD{SCKbHNr`>;p6E<&J(`7qoSb;5PJ9k)p~
zpxN~%agwkyZ=!7Os6w0p60<?sY07%pj-Cxl<Wa6lnhhE0%_>{U3krM-+yKpm_SyE+
z<nQsVS|=)WAd293ZxT8%IKH{I(I{0V$khE4q(eJWP!jS_|I7x5;tCeASx#Uap7-TY
zX$i)*qqtq#$?7T_{Bt6x;U+s#Hlg6+M}$BqIxbIo+jBKU(gh@_p;XxoLXuO-g1D!+
z&c(Q3UZHE3u=u;xLG~iccG6O-`K|2xAUt}SzoR@RWZ6ztJ<&_6MNKde&mx;3EdJZw
zl;ym!*VPkeT|fHz+Ba!BVf?Zh&+1mK%79AI<raXo(57*?!`%DvBxwpm{2e~vP(*c}
zVvT`XB9!xdNc6oz1<Ii%zoiuPHSBpJ{Wh|tige-kS1eM~M&}~i=dhb0*m@U~dzzIL
z5(%QEKeYUX&X~Q~1L5_!H+w5X?Jevi42dY}yj+ChWP_uMESE$rV1*7|6~)XW<>)A!
z?;T8B2?gidJ6oK2$MV}BgYNnwFf1I)QAg`oV*AXU${I?3#ib!AU*J^LL5MHRO{y;R
zAxSaJ1tt?_G=4#pVxis~h@o_w(OBYRRbJ)#;;RJ6dW?KfYram^sOTx5l$V>^k(;8u
z!cFv<3ObLBY6c>|h-O$v0Is@d?EQj`Tmij`2EGk0+f@gGH3ZJWW`lAJEYuotR+Qo<
z#9&K>wA@Jr_Ktp5V6ZNP^0=(E1D!sKj`z~Ptd5QCceGQ_zf8qgqhm8xLAM<5BeX--
z`g&5rZxLuq%69@tYy!al$>$bs-gc9AG2Y8&&oVTW_h=LP%dg%=*l2e9UoLz9y4l6}
zQvztX_SNrVe0&>AT++FP%U%`*X%gomQ$GKMMH=AfxrH}+wTtngoL!8n-NqOGHwaQ4
z45L@X0phpXz&@Ebeh(lGP(e#JxQ&Adr@HI#7zU`nWThWxc7ylyDBcsJc#n?Yy)ce9
z>a!!E;U$1Yuokmt@f(<ld1*5P0F4;y%@6Kth<(S2+5<3|XU~(3gmgT1JH9mYtXHwC
z8QRoy5lpeIs=lVJD)Xjp(Ymor{VekHrCA&)2d}atn0@9iy)J*T%S?XL@|$@rn0-V%
zg+C2=ObUPhouD*4yA(-7S6eRt1#0xd(YIfqis6V@cuL|07DabNp0Tyn3d?2hT_nl&
zS3^yA>c4@Z4=O|Nt<a)oM3yaJV=Pv>8|Xa+TD+D_kyvRUrEFrQQwW8#v_-L4sR-rK
zSm^}pJT}>k^p5-!Sw|K{W2I4eUmdg;pxld<KxlWq*3NP8x8ZBXi?O6&AGa!jU8+yr
zyk`6<0DCmDivi>r*&HGdjchU=LnAwfmAy2w!BM>Ao`-ip1n;qNyjJ{?2}e!h1i*@s
zMPrkH$I1$BfFcNj-dLH44$wW>T=AisVsqn%#%=C{L!8Y$u)SzeFKzD5X&hF>=B{H=
z)aG{E$|{Lv`d4am(}CWTyJvH&Sz~N&2mYO4bI%Qo+uRF<G_*F_!Cl+&Pi%hRZ`9_l
z!bXW;=GMY3Z_l<)L3x7h1wJFvB4t8)Yt-ghlxTd7dX=<u*(@rOs)psKDzQd%W!t#e
zD|dB>&aii6D-S{mrfQ<5wnqZn-$^3yc)y*;0;TAAD4d(I;=>k-o*(E@R1U_VR3_?H
zq*j`-`2znT_n@0nq(vcmL@d+Zahle!rza{K78C}*LJiLoOIl*heVlL@Q%golA%0{b
zI18=0h7cylu#hiGjl$H*--uDdwb0Qh0&09~bUX-hFK})a6^fr|E?9B~mlbLXpiXAn
zUmzhW7@~{hH}P%)#gXlCc{zq42H)&BK1mK$z8vD5775=>zIpFuK8Lmlf5I~zk=HXf
zZ0jV$`6Sf5#3!VBVv1=L>jkhP8d8M0qC#f~TtQ%LSCDV`y@tQ0>~>Rjzx={LTmZ8i
zoN&DIa7E&#tI*8M>^6j%fNq<hW{t4FmCWE_lhpOVi@#wA=Wf_Aa%s&|cwWxuxp<~s
zif)J`>w&SV;T$NXZd?35AeNr~G-9Gg#zbY%s$l5>Y$az9zmBhNJY9|dJyl(mdAAaw
zPcgIxGhJcF*E@FM3;WEQES-)fCj2>oqG_lJqTx@z5e@{pFfugKVd~B8KbN>JK|FxL
z2(N3gg62}I2+V<=!3NEH-oa<-P$ZXT5-fM@k1{X8a+G?*qVQC!5(`<mW%P{$+*}aV
zpj=-i`ubzQ`}%r3d>3ePZ{j`=eHrnI<7F@l>3cheOEH{wRJKCa+$~0z&=%V*c1V;m
zV2bjpyEzNGz<&kWf($G}kLWF5ocIuj6~;i<i&vF6v6(f-1)aygF=rLV;>5#H9*q<C
zf&(>kR+s#VbJhHf&RN47F=sXPLwOHzVp28*{KHMeQMyl+$Jp!sNkTPF(uUk9cIw0p
ziAJTq8O2qQgllFL7tlbqIkTT}GA}^{&J$4Ns=+F9yFri|jdI!CJq_45s=*CmgNU}#
zv@pd)zZl|2*k)md6{ciQaoNUm6j(MG$6rH#G3#`$f+mZXdFOq}v9EGe777bQ%_9zO
zJ}C2IR>LQ?|03<cxBvWnRBzCGe{EKovgQN}Y<MfbNpCN9>EErN$v}qAFrIjX3&vph
zzEMAe)84u+j2ftA<JE9WhF|%I3D$44x{Sth)(N6F`gKXzU=!8l?;nyKcwK6Kx8~4|
zx=dtQR9*H$5gbF$>M{|O<(V!1S7}QJoRzXXaaKywmK}=07H?Maw8gIH($0u9^p=_C
z(k-JiP5b8JKRc0vM9S8EU>3r-G(uF|x3y7TU5Ncujo~)Uba}zxC}9Qah^?Q@@ojM`
z;kB~Cq}Pc!zCd_&3#XYmv2#VcGZSLOcrdF+qtfYkW$P3>pN9!%^0i~#P^cVzFz|?n
zdIrVNBt)<I-dEP2m-N0;WD%cd_<FIG!^|A5{4;MNFOWx>A5T`}w_J;<1;TZ4??T$;
zXYt+)yhYLMB5t;IH%t5ppQqAm(gYm$1)dF9UG)87GnpW57-Qo_${Dhi7{X+Ju=fUp
zdAlto>ifywO1rmHbqt7(#(5V5$i#WaX@8NOs&p4k4+Jaf_kSSh8<8KhK;#EAm5Zl?
z;olivZRWF!`!QZvZI05#SfejNTL~h82NV+*qw`U|t$=oR#CBELi-^a(hh$e};16V%
zFXDN`bu4<kLLNn;kMd6=_p|voBA)nL#C=g7jd%|1!wFQ3ZHvDAGaG!LMbU_-&q_o*
zPpn&KBc9xsB#~M4Jam(97M1DK<W`+T3a!<0rUeO)A7d>k&V6C`;@PSiCW@AqQB(Fp
zndh(8{u9r+!mwU{8<42B+D-cTlg%R;x3}=<Ce>`vhQ~1D_D@#!GUIl06z`Q$ybB|E
zABy9Jj+BC3s=yKl8fz`#Yo5wgU3j^P(48A&Yj>C7x@(<qF}5V^C2G6wONf(mpsPkM
zzfY@kV7>07G=`;1w)cGsozjT54}U<eTqCxJ?Uh>q3BxsL*l%3iqU0U&Z4vHw5$V6e
z#{^^RHNo9+<q|6S|2S8+vb}BuSKh+Oa?b^|@zLi>nCFV^>+RMPANO*uC+?rl@x(2k
z#Xa%IyE{+(5M|6A0+AOEp^d}9cYn_sxb>34bksZrA0LJ)#ZgUH1;FhS;;24)m%mgX
zsEJHf|Cl0El}u4?t-N-6Y?8Wns+**?x1`!UiV1b$hhoktcdc+9vi$kHTz?(T#;g_2
za4(qSMj%@M#taNrwlmO_bo>46Z=wu7&unL~6HmOo7?FJ5CY-T8WV+5*7rRS_gvW+%
z0_BYk^p~TLWOw47H1ijd{BoFS;L9P@WKv=!lQ_zO^5(_4iZ8kwrNi`9dDM!o|2KTc
z)1R7NlYNIbvsxXuD{68xo2vf72;^}%V>D0T+<WvV2H&FQYCazjK3DR2_wc!l&jsOg
zF`qYl?ApWRvEPsrvr(a+ZM9)T6J(Nt(#lCD0(|qMb@8y-fS*W1H-C41m<W|kwa#_)
zOMfTOTbV`+c1!5*H_4bl2~Od;rc0BdvZ-bBOn+#w=+yPO<2f<8CBT2<;V({x!gxIV
zdnMt2_k%=E#PGKW)H3;3nVC5Vub8I}LJa?{*T(IUs%qG~nLj8Gsxq~M@L8S<2X$3u
zP8-z95VWe~U&AwBj>>#ex$4W!MrB?IPJJITUGh%tHx7KcVE1yg`@Aai$;ixm!#8~G
zmC8kr^{E`%QTKLb{b_^X_ht?%tg4?nsHh5mrK{>|2NhS<UpS}~6GGWz1-mb#^gn!T
z*)sIgA7%X?!*ib$CNKWmdn*1{H*fOvn#0r6Yi6atH8p+2)S7uy=FXT?JA3X?snpz5
zI(6*i88d69rfX-X=S-eEuO@x`*pp5?Je`^~`J9^6{%6jaliGg@{x@URl$mvCo0>d#
z`n*)_`EzPgQ|G1zjI5b8uV&=r+R0;Trq7r?>!6YQrc)DZYtET7Y+x#H-G1rRfD{1m
zduGk#sWo$@#mvdIHK{?PP8?A+eq_biL8(C}4j)~CpOIrGo;-XE3(Q{=S;6NKCygF`
z(uua#d$JJ1gj8z4j9Inmc{Q~Yr_8RaO&^&q9X4>lwApiuSv=#&(qZWtN7SA<W8Sxp
znqE^oeD3tRb82SQ&Ko=9f|}wI)D0O@^233t8MDEHId!$E0TyD+IF1$Uz)1ApfB`e6
zrHgY=70)OU)F*<Y#U=YsnSBlzT~oYgYR{7Nk)Wm|{lkF+1`H5fpsv{KphOTSVZ;yy
z46tJwGK7x{m~7|20oq{l)TyIL@=0~I_<ty*;yr62@jbzP^N)k@DBLeSW?c1*IW;q9
z%&HjyVrS0+KaQC^ujcT>N1a$beq0F#JRn!{>3vh6{>1TBRZ@@4A0DTk4?UVOW#W{{
z^J<UCRfwY?1JE|6R=W2{6lO$dO3kaCdideBvnS50ojYUJ^x_a=)YRgVlKs-97?2x@
zl#x(KoKlm2u2v<{%{WgQKh6x44Ka>cHRq*s$cK7};J$Sf1R*#>0<;Ss03>xk1Rwb1
znz{2}PsLHXWmM9qW7`ba-&|j~DUN#d<e5<Lb70n?x$kfFLJbsy;=qbiCE5vkO42h`
zU8v;AlV{e^ASn9;#Y1tZe>4NDo9QFcIe3k6m4JJ~60yrv>WCxK6DJ-!s;Xk*#5Dfi
z^YA_SGjU?os1vnl&-CaS^X5VNX&BKtvuCBDxN5CwJfs9%5Z26^I&)ZR-t4-$Q))ct
zqGFv0KQdxW#qe?TE~3$qlIju1OdLMuI64>uKVtaUaR719;j=|pF`~)`80nsgY~1j%
zCrqp!K4$o6;;fiZF+z&)H)~K<J9*yO^HNhL&zzYmhO?p%fq$JbwYat<y~mMh^Dquj
zsS<S-A=k*KQ>7}EIz4R|);$m5%ISh?XPhy!CM|vMALHCW$P!{EC6hfP%<H;5k7ZqA
zK8H40)K@h^lpFsO3H4xPriFm^WN$gJy)?a?b`dKCoz_o=c4)Oc^uPm*_tjB(+@r6D
zpUW-ZXCK%>v~NsA>?5~{lqNT@#3r-~tI!mJork$?_B76aCFvoM7$<Cx(*0-F%$i<%
zW^u{B25`!mljjmL(hi6YH~@w?=X^Ml8B+(!ESs7*V=5#$uXgqfcxZ>$GVGk1bEeEW
zzxa&0Y14+lZ_SuI6O>Gyc*gm)HS_jM<Fh034><Po`=VovLk~I9BWBpZfgUZGacZQw
zC5Z(S2~MAfe<5A!rQLYZPj4uk=n(!JWP*+~@$}SXF11rQ1r}q*<5>7Fq$eV<WVYpl
z1`k!Bb88TY!DrW`Qv<D9ntmwH?(9^gP&2=F?&K-8Y0xFQP)t4Bw?u`G=_n@ll9E$P
zPY2_p1^~N)&iJ$ajHx9YkO32dfS*OVIMYL*f}xHZ^>BoR{K8;*MV^ko_gxvQQ2Ek&
zU}Sta)#Lt<137H3;B-(k__Wf&C^cHB-73g_X|bBz!8#ojE8Q1u!twRU9@8dl5wcjy
zfB<SSW12B$PDhOJN)T7ftbv-O2245k@WV$>rnps8F^C?6zPUN^UR3&Ue<y-l(DBeS
zTKwXt=uaf#6GxNNSlkWOg%M6pEyGL+WKhYt&Wykek*!EyPGDv5M1yuy2;%T>a&EAc
z7%N$~o{o6q6g;fwQ>V?SnK?Brc%44v^_xxy1YQg!ZfDM6GC<URtU;Krz>Z>x1$#Eu
zTrKoW4m!bg79$f3|C|}K#=;b<XCAK6Ns1K`pJ7oos}^x?E!L-;TIWeTTFhWZ*M9q!
z)Pkcd-KRLWxFihl&_aB=E+Hk}G7+2$??zTsRd@m4=;0=!GZCD79x-}k82BMj98)oF
z{FoC_G`@NyBF2dh&^(ViaokuNE{>@fds5ZO6%$8RR5Q{WQ!#$*@M93ojyUN=A{DyE
zj`|+MPW`)L%&6g2UIEs<@uKQ6=z$GRsRp9TiV-Ia!UQe>UwU7O-pC)Sv6Ml!HkPQF
zUo)kywuZ&UwTvC>XzZ!FS@UL0pM{lyJV64fsk7@438tpaoISY~a+o{$eEoahlv|39
zq6ZHjk0oeM!EiQ3Y3hv0^RVR8b=u*FPaKPN_bfcsVN#e?H*;os*6iB!xtRKyoiLdS
z(cAd{hAWh0B+^r7PmxeReNNrH+VmMU>6#gsqvob3a}|J&)3fF8*=L+pgMNU%u4aFO
zuwwp{nwqH?GE{BK*;O;nnSpixtTZONsb*E9kYmrERXcfpx@PX&*>ew96#JzOLSmP0
zYUa;D2Q^dC<bZ+0rH5O#(BJP2(BID3^J!aZ`Ec`lp84Iezn0%?er@}?bv3EUGw0Q$
zz$|v~<TeWT!vFs({C;Qaua+P88orjq_`6lC+}8iQzmLTF`Twe1pN`4#)!6f<@@2-q
z$=@qBvi-=7gtz0mCpO+@^L*C4*|U&ymAvbe*)wOt-yjbsS;>j1naHGx*P6&+tds^}
zlOlr;ADo^%4O6OhS_mW0z!M|S2;6>y=`9B@7)&>49Ng5JDKjU}MOI+;EHN@4F8~2=
z0AomfID_|e!K?1lM>{x$ih1JxCu1fcZQ^(<&Y4qtej0h{$#bx9tNB4)&8#UkBu%G~
z)G?E%c2k>5EhtuhaAnDV_V?=lp??0;<M`i>|Bj91^CLaL|Fwtup7_zxL;F54z1!J5
z|3B=#dz@3%z3?4pA|gggY3c<dPH8}DBO*=_F(N|1TSUZYDMsWHuEv2vK){HIQ>8R2
z>Zpj3A{~+HNU2RN#i?>IMWu7p+LT(FT1s;~9?sNKJEb1YOrGy=?>*ToF)P@o&-1?T
zA1|NUZzkX0y05+VHObi)xez~3wyWt;&PtaV2VR^YbL3mseK29)eOb~lZ{~sso52!}
zLgvVs_`>P)%+17MM$6^T=^R4I!B2PzDR1V^4tH;6a0iALoVPEY#Q|5OZY~#r>lVze
zn_gErQ)9d8R@$v^WZi5oqt->{&6yXoD{O4HvR!_L^mAt|<0j9{dAHDhBb#Eghd6@V
zW2hU*<({z%qDyXR;H87RD!m+ab&hLiae7JNlszlPJ*pwyw^<zH<O&1JNW<B;&Yj1V
zqlMF1F3g2bZeA4+{!#&RJs5eh$$eu@ey8m3e^`HKE%qI4#%;Ga;S%%jc8hDrn12tp
z^6SpGVfMU+d9me==@ZNq^ySOVxL^GLG&<zfOFvtG{KsdEd)n&PiI<h;+t>Pg=>K8<
z=>Mg0yyY{Nd){Y^`&Z}V_shm-N7>*1yZQgAY#jgDd`|c$+yCPKW_jN!Ywrf@@0({W
zH?N%6jk>6A*wpieIs!`;M(53xRU9|6?o7vZ4bzRgF5NfV&DGmX<v3xsIgd}D^M99L
z`hTdL|J&{O|9bxC|C9ZE)luSS9>pK6Kb9XQ{rzSBDeLbSEtZ{&aE&6m;MVRl6YkG1
znm02xX~BY+DFTZYEL=D%GJ%U26Qk^*=Proys0R;_NU8~3%OU*AS<9_AuH~>MI_sJx
z3)r8NRrhro$87fem(Mo#_>M)h<k}9~l#+~#G2BHmE=VnQjFT%jb+Z>OxW%}*GmEP@
z0~b3SW99PG<s5KL=cyMtR4Tq+Ja@qouCg}FTFSu`*OZL98P|4XhgCO!thpoSM`C%@
z=nnoXbiV=RJ^6Qs@&Ejv<v#U3hh<lAN;h((ao#p^WTbmlxYl@-!MX-Dvd(@IN9tiL
z8|E31c|>E}0GPGN!DUlTewQ>vCN7#ad)~6LjIC8Ewt%C=d2@_os)a@zold3y>HI!p
zMW-+3B6O@yPG{?69B0V|zY67Xv&Wi6gTFG8BSG_2*SyfjR3M96xz<;A4wFHyiaEZW
zG}p&oWjxvXd!WUM7KfFw@w;Yv9Um?812>uR-R!g3{9DJLK3VF2YyI8Lhnh|QgvA#u
zzG?CJr%eCf*5BuCG5_x76Hl9eKW%ZB#ot;yb*t%*v3Sz=&A+=@KHk$8k2NQZbpImG
zzvnHQwb(lOHYTToi?{T9h^G>|PvAMjV4Ja?Az09Trf!b!W6zr9b+(x7|D4H-E&j&x
zPg_37#s67sp*)TyHx4*uk(Z06H_Vyku-tVOrFrH0(}~P#IE=b$DolRHIgEs!v)!!U
z)@>$F|AEN|E#6@H3oL%RzDD)56;^C%jTIsFs8(MI?XK{MADQ*r{zH=kpEtR|V#M-e
zELQHr;q_J*m)41Libg8MziRa|!mWzE_hYjjJ5wfKw>ZjrzwZm?`-iQ+EB9lu^wN4s
z2Nc!O>t%+U6}x?hS?=(kn0(gaPK)2S{5=+{wb!hanQv^TnO}{?Gc3-vn6!AC#cKH)
zcVDc2{LdH7d>2|wSbW>!iLIvpi}iQ4d}l0J5Vf*({I`|v?-qOg%*^Kui&t38THf)J
z>5qNcs*lCrS-f_a`TofkAGY|S#qxD#W^~qc9$Zk?n3+6?6rHuq+`oNlKg24;ox_p@
z#zjS=y-b1f{1+@Vckwse$c-y*30>Y0nYBzUt|WEU^z-D=P%F8?x|!1(<h~UL2@SKj
zE;DcGtj}1!aq~-Qb6F*-x5KUnPug%4Gt#V8rP_SDJ@ns#=+aq}X3d_pNG_?C^rU$;
zx4SEi4XV69Kb4-77@yp`Rr~Za<ill=$l&g@KDnNx%|fm-%RR!Q)a#Z7OJ`kWT->hK
zrt<diSb>>H9xhlcPY^7X+l0kCifU7C7~+`8B{-gZm6JKS@y?Ogz=1;sM&>vsaDhiE
z={WoH?n^#rpF8WT7x2$fe5d;jj=dy@p^gFJo~~Xe9`6|72=l+NBRs<qp6v)XIKqn@
z;g}=5#4&hrT|8d*rG~HYU_jmUnKNfCj5&A`d!)JAIUGBV9b>%wqs23On1A15@i~j0
z<IMM`Tl~=CZMQpabJUUJ?PiYqPcY+#xJ)j!_>x7(iRSySS^QjY^Y61Q-f*Mi2FHz#
znRDkw%^RtUZyI85vGRn2ymH)7Cr^3T-Du6P2>oduY7`^s8`;2kpZJ>`#5*?hH_Q3J
z;_x%fzgJq^WpPcN`Tm<0|7_99&p5dLbUDT?j_$XOdhI^f%qM5jH_ZGyW^up8&F7i#
z|Chz%>dn8+^2}Q&tY~th=GqvS0vxl9v;A*ea#fInTH}e!c~QAQ7~$0DQ|CoX7SFo2
z<ZOmR^qKSIDPYGX%(V$ThHVa;LoK5?dCw%sysaaVXYz#oQcjk*kv)>lc-A78tM0#V
zy6PsL<C0Udn`UsHb<^}E%gl`bnfvyVA|khHxWRwbO+0^a6AuKLx2SlEK=S1)68L1{
zzy9y=*qVPblcfuI@XS2pnq+*wVB|<H!7~I>zrm#<DCb%9v9Bya`TJIC<4jhvF`vw@
zTrs8mtCuX&RzY#)rBzX%p&}(Go5o6NHQIPBNAcBa?{HK|Z|r>3v(7<E7A5g3%>otu
zsZNq(5;d=pBfIz9{=pRrGWUE+F8cHrUG!Np_;mVti^tmMGob~a>aNl%nC-O>F-qHF
zt$;>Dlu9cvji<M*GkY^HV?PvHV4a1T@7YJk<$d{2rI!QYvJ8%v-aN+TfkVd0#~mK)
zfgz4X%#6%2lIMrcvYJj~8Wzr2bhFj_hVq%6X58*N%X~oXCNl$N`!LqY$k!Kf8;6zZ
zR-w_a<|L{x8KfJv>A4wY>`DfgHCXBU&+_t9`7<uFrr+{U)>2>6QS$$nTcPAXX34y$
zxigCVpKHWt$-hD)R(1D?b-nD4(!c*={e8f?=(g%&(;xUZhhrB>{=mt`0r(g5q{DIG
z71JLsUZm^JubV@cm}+Ri+)uBtxXEI7oQ|8U^yPlqkkRFDRs4J5znK0oA6=AxhlZPM
zJl|w;sM(&1g(`2Zi<$9@t~cYe77z9MZ0X;!($`q&f);yP$Dc}36<_xGSKGhTtpBcu
z%pvd9WOAs*iiIj~zGaoa>Q*z|UW<n<Dxno$F0|VJjMeWQ7PFH-TmKEU>R+DuXPrOO
z{>Aj`tn~dxnEe>C_?i39O25KNm(rx4_ON+jx6bM>-MsJahY9tvhZ}aDW^o$V9oJ1W
z{@n98DjLg9$2_1?qPokUXq8{y@7;d8<;&-#mH#kxXQX8B=uUsQditT`c{I!1NvNqE
zj&~li`p24&W_iPlq22jUw0!xxW7Y2hbp@Bc<93QsP<Q^TO7cIK_Sm~EwMO0X+pEN%
zKb}Wa7A#sW>ALH8*orTomsb7Gw+Bb9ox@@Ip|)3RWA{%VYrcItUagHCKe{YFxM0q_
znZ`Y!()_#YztD<5Y_V*94V$#2AvW)pS)a<GJN<S|`flInR&zTWZEX*w`ClN9Aup73
z4XNERr`2BAhYxF9a;(D<{ZYQ)<8|uAe4+lU4#yd<<O^YV%P;eVMtBNeNzekf-O^de
z2p4n~^1^R+7Q8-(<IF{!g#g?IU0-uJI-w8tUEEm+k?$xNgK^jd*TEFr2{SMQJK%s=
zXCX>HyO$6L--0RFZz*x`ZkUH3Lhsq!54g3n5QLAzD4ey7bkMcDv(PFYW?>TM;S12i
z#mN3EItzXngkiV>#^D;6gc;Zh55X*S-bQ*Dg`RU9jt$TcUxQ(|560nuIO*YX*b2A9
zEZht8u+QzJ=ZVQM^uwhv3|nCw_FPGN_~kn~3u!n7=3oRm&viH+fnK;524D_GV2@Ru
zg+|y1Hp4M64VS_kTnC-Q9FFIq7w(1u*bXDG|LV>{0*;0)Z~|<DQP>WbLf3f?$9m|4
zTVN2TVHCar6Yy`a1@^d$^zane4ktrbJ<sJsAB@5v{2q+L=U@W94qM<muniu8?XXWH
zo-YwQ@owe=911h=HP`_^hM@}_4(~n8GdK!1!8tGmx55lOxQ20n1J=?HT-6GFhk8JF
zf^=}zee^$kw~79P!ycyp;QNoze-}C&lO81<?1BM!&SUf+tl2>Q;72e8r#?=3@IBZe
ze4?}9_VWcT8#@d2a6>cW4u?F=xWQptX}A3SEa~L$7U~Im{DAT<ayW)>r=D>3kEkcy
z^keD?8-GIm;LsiPFW;t+f<E{W48oIsO8>%XFabyGq#Wpck#gV=*a3YnQ6G+W7rjh<
z;A^{xgOhd>2baPQxB<FHv;Doo{DnPVrTuWno8%8&Z;=jW-)8*a_+K%8@Ixq%7JGk9
z{b0X+j2B!5W3cCM7%w>KxAY%O!3;cUKjp&4KeF9$$a6}Leutj_pk1)#KS>9-zt8pt
zo7(9QnEo^6u@rV3roZ8kztKL}_wS4=d<nM0F-M3Cu&zKKY=%Mj0gS>u|Dav)!H=jH
zT=xm}VDa3SrykJPMI3ygKt14o7#Yv@?dU2b;1<{d+h7}9P}5cDfFqCVD)=v@zmM-K
zL|_s&!UHbi;q8683K=+}Z&x7?dw-#;;Ju7-h5;CY5x598!USxFTVNWV<nAiu;3Vk0
z+~HUWy)gO3u0jy@JgKV?lfPjSW?(BEeR5YJ3#Y(5Tm?N>uwFnvY=>dk<CLyK9Qt4q
zz6M)iuTx16&x4*T9ga_606uwIS0M^(J@gAa9k#%cuni_*2Ye5@gUqATy9)L2EEs}Q
zU<|H>P4M@y6%OrBJK=cfyo&D+fL`dTqn&UFjKZ}r0fS$nT(}yx!M(5@_8QPta7}PH
z>Y)!#{xanXy|fd~he;TRt#BR8!e?L}E*wa?S2KTL0Pcek*lQ5u14qGTxCo}<E|`Pv
zGpYAP(nBBI27~Y*jKZO3Q7(+aES&pQ;;&&oLN6TZqdd3;Mqn#!gniDYJowBxv=hD!
z+u_I1HHqg+hEg89Zy4=_FTfbwaUSKt5%shaPB@=>!s|zp?poH7ix?M}y_k6bV`C@}
z-UplER+xq-1t<^RJ&y4VvELcb{DD2Mpq?-b8{wEMNe9C)4HpGT2M<l4->;*euffCX
zC(#Z#AjCX@??cb^tf$wJFYG&+eBt|37-u+|ui0sV5!ePN+(<gO8M?nt{8ZAx2`~(|
zz(%+aHp8hmkq)-PcIcW$`zLdp0PA7%bkf0g7>B_bq=WDAb!BaEK!kMgnc0;04ffNp
z9@fpFzu__%ha={b4#r^`Ho+WhfzBz6`^}6q92#Yu;T{-);ajLLd;~VbHkgJz8b}ZO
zL+1_bH=q|zfC1Qd0rN`!h6$L2DR=;8VCzEWGu#I~VTa=|^urpy7L*%C4mXU$IBbS}
z7f~+U3UlHYQ|^td8_)~4!vH)8BQPAJTzCMc;D<|?*Ko%&(oN<2H<ptQPJjX73ev&1
zZ==2N**N9FzrY;4;dav9#C~Zd^BK;&gZ_mN!5G{Ln_$zO%xCxp%)-EG(oN$y_a4Rt
zw!siQl%O1V%DuD?j)FP34Z5bY-9jIH8wOzxM&XS6Xcu%nM7!V~n1#!l=uhZ)oOaEi
z-!_sC4%kFGxDY0w<4NW#91h!H26n&+o0&f|S^t|E2N-^e{(w7Sqx`*vba2Geq=UPj
zBb~heL&h({xc!K9a3T!D1dPKROv2tN`UP%+IXL$P+Bu8y`w9I5--RK#?5CuIQ+JXM
z?%l;Wz(Z-~Iec&r>1LBJ^uZCYk`AteF}M>p!Qg9@2fceK56=Dt>E=*x=z|Ag5cX-K
zf8cPKfDzaN*TQz_`gi(eF6#oUhjAE!C;XCrfgk^hcsOhy^BRU>2Ylci`eh#N{Vnqg
zUbCOLCDb3b!6UF8UidrewUl9jx!<upKxfwB_-`2e8uJ!L;c;2&2Tz49@J!eSC&G5P
z0=kAX|DX?UfkC(nMqvgf;QO!z9)WFe;O|KfL(p|T=Oxew55XWj@m<ox;V=Osum!G#
zZEy!{hwnny2!~_vA4m@;z#!ZKqwrnmzQE!52dsyE4lu44vEPKAiy1HIhx1|MSn2_r
z;TD(;aGVA6@E}Z$<G2%M;P^k%-*5-?jAxt=(%&!+J(sd>!92$aY1qns?Oo`;j`bAQ
z!zq7azQRV>%yzyGrr8d+z&6Ie6-F69M~-;~`@s|(3^Q;t?0}1)d%nZ*Q&<n*g(2AY
zKbX(Z2a|9-Y=t41g^e%|JD}%g*3<Xs2e=W2;SLyw@4+Pe!hez;`e7Dsgn76fdZKJE
zFaS?{pL#<NOu#j;1#X6Iu=jsaZ#V{eZehO({V)r|Fnow|;aZr4KY^|A0L;QM|4q3t
z1U(H7M*|GNAHpcy1ryNMPPuSAY=a@#4rf5u0`@=92YddR`2q*PDD=YwjKLIK4Kwh0
z*a6>x?uE<)SPw^hK!3wYFa~3=39g1IxDICE2G{|2K=(K4cUTWSe<3|=fHAleCgGo8
zEBq_W!V?bDZa5Hn7P0?_ez*bhC2@`vY=nDZGkhPWq5H3F-*7Z^E~fp^3mahoJ_#f6
z2e1)3J|sQt4b$)&Fb7vdXN>(R^upaR0JAUx-G8Is-~iYHm%}!A4{V3;K-UuH6ZF9m
z9rQb#1f%d)n1D&>Tgv`LJUk#Cek>lI^mp=yV_+Mc2HW8Z=(?445BlKGVGw3u6uOR(
z9u9*oFa+D+3fK-Cp=%lQ8v5W{FbI#pDD-^9xWM5s4P*a9I(Q#+EoVD`KA43;==zv+
za1d;Q^I<D&ggN*sbgf|Bg+AEh6Vk!qFbV@O0b{TQJ_Xz0LD&xe23@zY|I3peHozd<
z2&3>#n1HTM(nB9?gBQVe7=*4k>j(6~$6*k@1EcUGn1H>yNDr@sZEy{2hb_=`JM$I#
z;J^au;S3msF_?hcVGDc<w!wE{J8XxpmE`Xz6nt<z48jH&g}Yz^x{fInQt)dq1INM+
zcq4S*!MuU>@Ie@Y?Jy2|)D#LySO;6-LYRXqp>q|-bI=Qqz#tq{OSy0{Y=Y0g6bw5H
zg)F=q=HWr;xs&zv*h0Y%>tGnhVH_TYE%5ao)ECY@j{3qWJxRBkeuIAa9t^`_$CD0*
zU=ltL)36QZ;Cs+{7yZ+Veu5zwgtx;ed;uolTl_vm3Lb(PIO0U=3pYVeBgci%5A!e#
zd-bMVcs)$QZLk$i`yA!M2I%}2>k0J2QGMuNc=G2-2Va0mxV10!g&)Hl9RCH<-A%ip
z7w&;UcmPJ>$1nk>xT!Ck3p4Nm*a7!K_dV?PPNKf>n<p0v5qJk|g!jT`n1pF~5awXZ
zDU`cL&eJIu9)tmyhY>jKRMNvmuo<p`Y1jsHa9zJb!S!wSqtFLmg+cg77=@p}1U%_9
z#upBSZEzZFhYirRmhA)j;AR+vtuPAr!vy>Yw!pp~(!&T}_u2thLicy5H>`&pFa&$>
zeaSJn5GLh)n1-%1s5cxAoeAaz^umKM2$$ATF5C^9;Dj&H->~lh<};iD^RN+m?&bO<
z^urfn7`_hU@Ew?hhxtm}H0<T2T<C+&`&hrB7cPSV*k>T+!T?Ob2G{}*!#3D!5d8(c
z&~-oS1gwXvVF<Rs7~BJ!-~pI|L-`4fEF1;%a1QjWqn*$XKZ0TC9!$OA0GNc$uoXTJ
zv+xki!?(|(-Vbmc3<h8xM&K!5WuCx6uo+H<X}AXFU>Z6f<ha4dIK$B}2+tZqz2SJ+
z1Vb<dXTS`M!w&cebU(zp2<zcq7=j<e80>it>EQsFf_|8R*TW7NgYG8wJFp(6U<mdY
zN_x2MT-ps=VJl1yqu%fX=zQ4Wc%q(q!wd|<BQOe`{Gen4E`}{|HEe@DhcjMqK6E|8
z@dot4f4~szc|PUBM`06u52j$<1@t#u4fF6J=y{a!fPQ!ohG8DY;n0!P8(s%n;e9X*
zCtpat*K=M6z3>$nfG7K@H}t~<ybrd(t*{MF9z}n_jnMrV;|}X#kI|G1=fXH#50mf+
zOvAyK&|h!_bZ%fBfL?gg7|Mkc$5Jkw1`}{2Y=Jvq8*GQ|@bdxs>v5j*f<EXTM}NV~
zU<}>?o8YftEBpv%VXyJ@7xX|+lJgYkhofN_PJnUv08GM7uoY%u7G7}~>0uapp5VOX
za_S9N!3aDE8(}+ahFvfX`&>c0;SA{7$odX_u<w=36Zl;ig>5hakH8jK7o^>A3~YyC
z==v_(CG^4Hz#w#7MS9p9CZGql!1b^VJ_FlfkE<E4O>Bp-9-ak5&<|tqde{W#!W3K$
zGq4GEz>U!TB-<CPhr3}2x+l_aa1>0!Ij|M}7UtlvYpC~Tj*FlV&W1r4gHiYrOu*2!
z)EnLh+n^^zz2Ri&`X1XG^ud!RQ!X3~WANN>P%fMbTjBFC3tM3xZk$58X4V53goztS
z2VaLx@O_wqM_>l_3DaIU7P_CJp0FN12}5u{jKTC&%7ryIQ7-hrESw1Qa4Ga`VI6^f
z_y!EanrZYGJQF72G}sESm_dKR)zJAg*P|lT8*YX{7@bAAa1(5TdteIon@zcJG|a;=
z^lW8afqu9dhT+X~n4j=v*aCB~4SoRI;h?$n^Y_UI`rvXHgv~GtPnt)$a06_GhhPp~
zGoSiC!}sSwFZ?SEzygfGi8oU&oC=%ac9@2HVGcT@q<@zFf<E{$3_)K5{R9`nB<!_-
zbn^Z;sV`gxT`g=six?mH0Sv*Oi|HrW7dF9*VG1sV8MqsEz~M3K`yBHN2H<KKfltFm
z_zrA_T`&z#Swel`B<S2mKSM8k0|w!wrIZWrhD~r2Ou^kS1K)-nFb~~7;JUza#s|)a
zVVHn%_@fn+3u|tpT<C#0I0!noI~><SFI)=)a374oE8>(3qc8;@ff@KB?11gi{X^Ez
z+vzVj3WnfZ7=ul)365FG_`)#E!i_KwTcGE8#tr)6VHk#k?x4Tmm9QCp1E%3KFbC7n
z`6KEHy|4=gplcQNhJ#=uoCBNT2AGDsU=DijBz=nY8hYVq7=ROC1jb+^d<M3_S700b
zJ#2?xSj{~7v0S%he!)pF2(vH>9gVab4u&Z>9A@AO*a6@F7X9`D{dqU-hTCBn?uK#r
zUoZ(n_fT)x0CR8+bpC|%OX!7f!T@xvq26!+Y=l!_GmODBTnTgVS?Juseg%4A9tL2K
zZ<8LL2OHrfuo<p^X&6{byWukE`YGcFeegpVf+v56@rDy&6MPV+V2=dl!okqFlYW9;
zcq<IRtuO-LfQ@j>y`+P4U<NLM9dI3VzsNYkdYFYFc*1>@3q7z2j)5r{gc*1r?0}n~
zyOrZpSPw6`pY-rv7>D~|GyDLiVV`x>8@>ZwKcl~(4>})UoMB%Wg+7>oLD&MPz&5xA
zw!@d9>m}wj^ugW_k{+G{qi_mLz`3vm-VNK}I@k_>3|%ktY|KN{8%}^>I0MFEBTT|z
z6ZMAI!yH@&ox8{ndf_G*fV*G>z5yFyzlUizJP)Q}1m@ss==?YKkI)NWfdQC@5!mAq
z(!)B~49CGVTm*A)6?E=qo<J|$3IovlDCyxa*a%0%X7~YYgI`!ryXAf8dWH5vAAAS~
z;eWy?Y<P_EhFf6@{uyTAzzvKyyc)XGT<?H>n1*5a4vfQokJE4PHJFC(B;~^X(Dif5
zhdwv~2H{*7g^OSUHo+G74s3%T!*=L>g7ka%O)uz!D_{_Af>C%7Cg6~b)EiEK85o8g
za3gfT%5_v&58sC&*yFp*bLfRla0E=j6)*$Wzz&#%?$?-qupaJ)A((rTcEc{1gx7DT
z-EbRhhx?%Gb@Kfl^@f+jAbcIhp}U!Ma2RZb<6#zdK<8fek54hqurCb2%V7l0gpKe;
z*aE+>h5AB2?0_4g`xji#g!S-eFa$4pnsjgtY=&E48t#NSIA<&MZR5Ba`ruv|gzvy8
zJOUH&l<!k690uFqeAo`xK-a&szC$0}`3&jdhcF5Q&ypTaf-P_wY=hr~?eII$^#<z^
z^uhOF5V~4O4_|{xco??AKF`r#@NAfeOQ7dX<`MM6%`gmeFb+Fm5)Ro$dgzB)I0fcm
z1N6Mby7vS68xDmL7>5b?8ce}`Far<64)~?*^!G1m7p#Xd7=o|D7(5J{V4ok79`=VB
zcp>b7S3vjM4#&f=9{wJN;6Gpt9{W7$;TbRmC&CQ86L!GwLHDm1A6O6j|A_Q(6pX<j
zY=ZM(3NC{g_zLWRt`zAr9ACkD*bKw)c^HR>U=liiOuxaez${!3^Kd`({F?rJfqsMA
zVGO2W6Z|_&!684PTo{BMa2j;)<9^8w#tROIVR$`^!^JQOUxcmj*Dwpu{wdqXZ}>GL
z=!1t~5YE`iJb{nH1a!Q}JcG+%8+;zN!#&XT4$q~uQZ5X^Fl>Nvcn~(jzri&0{EY1b
z`l0i;j2HC6IWPd9h7ouGHo^~JGwk^i>EQ)12j@fQe&!SO!h2x=?tu~b8`uc_FOwdo
zU|KxP!D+il|2y_S&<o#!0eA#P;Lv{~J-i+^!*wtXTcI~gzwf4>pqs9df5)tt<Tz$o
zpJPsQ9oKW+F|32U=i$E*-_93?9><H`ea81b<%-XpaBI(1j*I(Uc-DE|0laI(1mFvo
z@jR8haY^q!ch`(PvBw-TvU~*Y#*b3{a@#lZ{sFvEm+tge+rAl}!GA?fAF+L!_us|$
zQ~h<e&++~{_z9}7x!eelHp;(aR!j^UJ#bv@x}l>TwQ4_j@ypib3pdjb&cwBWVjHhW
z)ZXQ+4If8N5)<UV7az?RCiEuG6|&<lyQ{YLlHNvn5*OpYKR%T&JUfuMz;&f@8wVES
zlEg)RkuN;5l(<8aOXI%1v>2Br?(IuD3yvD%_RO^7#!>E(V~TO@#62_CitDNzC;j0j
zpVi|!3(I+3Y->%dm`^?aclgItPgynh8zJ(pF@M6$qivUV7B)fW@Q7V6>5qrZdP#YW
z<TvQ@&H~+LmuC)-F~6GeZv5q{uL%_ElP3RB_$c0ag;I{xX@*%R>GyWxR(Hou(8o#p
z_YgNj@|#o^H`&Zj>g})P|E}mPTng-d8dI!S7=I?7-LUPYPP@!J<ZY>!wEuPDp60c4
zMp=1J*yXj5-(^=;E>G&yhF@64x8v92b=!%{$$15S4td$_F*{K5_u=>B&sP0hyM96Z
z`&E1te*~`^=L9~7m+i<d|5Bp>DZd5ZC)imyN%hy*<+tH`;C1b5$8)1k+dkK^^e<l5
zJ|F)2Dn5vh;C1bb;wRyC?MvWS;=iu8uV#|ne*BN|=c|5^(tdm!UfX{B9{e~pea+}%
z{;nQuBY0i?eE3tY(&rz<_r>e-kK#w*E9LK{P6>Pje;V6qar`ee*4WRPtA)A0NfGz;
z3HpA>;2ZG0)OL=u`>6vz89z+*x7gmzIzJy@ulfbHug9;%>-sr_Uxpu`roYinAH%P}
z>+08pkKlFnOW~K|b@j{O*Wz{c>%ceSb@g+z<Gvf;N3H*rcKz$|QhufVv5aE~zY0I>
z)8jZu9mhCvYp>SVBZ*Job=y-beg(e2TF-CT^~~az;dT9-$IqxzzUO$xp-TCF{G=-7
zhw&4ulpn{B#1B;KKh3Ux5`QuN3#y-B`&Rrgd|%aHW&14Ni@#X)?0=RJBI{`$AHeJS
z$AcJB#ryH6;C1U!7=KQc^l|*Dc&STqd;hv!|0Mp4c<uP(op|l|<7@D`?I4eDxu~;n
zky`#TyL`_H?3eLhRQ*KT`|*!%=_;_C*!91}_F?==ye@qlzZkC@za)MZUfX{BwfL{7
z<txX<S-d<is`GjLZ2YNe`jB0JkBjpR{O464w7nlc39swlFg}Ra9oNV4qpSENz8<e_
zKYjrI9JPM)?fPZ$=T`A~tNioS^bK};&xx#Mq?hBs;{2>J7jl`ie*7c&FROm4oj#0z
z3_n=)Gi@KoZ^jQ%{XE+z@!Ro(R6pJJt@szJq|f5hRnq72d+}GO`PY~`N@<^mj_;_F
z-jDwnKffgXETe*wK8z1MUAg|UpNLa_oa4Pt_7l!n>2YuE-^@LQ<kL((*Kk~*>*q8+
zgkN7$kB5r&$l=@Y=c+zx_oMT3oS)JT-FD!`zgWcw@Egfrx1B}sTk*R58}XZ~q;JMQ
zi@!vzf84CU^rN(2+BZ`A@t(4N9BTHX#I+OmF8k$+CGPuWabL6J+?02Ob@N<_`$bvY
znRc9?IL9@eg<Zh;2PMupW~)g_4W(RZ|9ax0oaZ?Is>HD`s-00|G(_SO#AUDTEZoR~
z>U7Pr&le@`+8#!n%!d>QCVi*yc`{zx+ogHIKzs&29{*$NU-Y%xjf#u!z-Mph)XrNs
z3*MkGpKBwwn7-!eV)^y>=kd}%MPKVP@|Sjm$p4iaI}2P+b2x7-ZAZ=PMm9#j#EEN|
z+F3XvaSO`g+RZp){!^a+rq04F;)><fm<I~t)A-f+H6{M8VtsS?L-;~TeLpVthm#%9
z-szo%=_TpIMtW(Fm-Ma~orOs<E~}M#n%6(Z%E(AukhtM<I|~oVIR8nBlk@$%?QxC~
zw|PFFucSWCn%O1eT=TKnZpkl6+{&9f3!g}SUsU2GzYpyEr2Uf`to*K2;^bUg$*-Nb
zAq)7Nq2xDJiIe<Zwexe+AN%>7^Epz#CzLpuhXa-QPuxL1_k0fL)y`CTTy3%cBE%h9
z(pk7b%6+da?i{<^1abLW`8=bP+h<NmztrwG%a!p?aX=W@+*R?oNBS*8KI@m8^VfM!
zX+AZZ&Hj~q^5o-L(OI~Q*Y><xX#|M(u;X5ZAFFy(8`ow0_-6d+s#mU$gz=m4m#e<U
zylx};$MJ1=E~hHx|Ekz;N$S^l8=oshJ1;3~$8NhFY4RD&=dCNPztSH$@)?HjlK!8l
z<Rjz$SF``6J}wT_dOcaWU&Z_IJvH8#|J38Pm7M>|_-$0mk$H2WJ#S*fy>~}v;W~+X
zUWt?XTxQ25iF4oCSy(G^d&=T&x93BeddcUtr4Ge$yvgpL9DaqyOByGBC4RD$vtKDk
z>OH}(kF<Z=T^tX~e9xD~onX)R5OGO9pS_*)E9c<3rSo`8&*J=wb0NojzkVH0;wR(Z
zWZa7Fs@-c0n2bj&zUPDbbv%oogx9U(dHlP0-8$~UAAZPMpEs1YqefYu11Ix56rUg0
zt<Mp>^I`q^+=!3jFE43lpxDl4{3DN6UZ15O()f2Y-kATiqu=_@LIdah&gYbNnCtgV
z-Pf;O<TLHN*7`kYo;_|dFO~JXp18Irt@U=C5?8j~hKbv{xwEiNw!6tnoaA?xx!p<q
zr2T!Kvhur2i7U&mg}8R&{v`A75hYIY+h@<ejFkI*YyJMU5-0OnS-<ndZGXmEzuU{>
z?EJi^@I2#l*81IlzTGd9pR#@jiQD@FYyG~gEKXU!V;l&+o7Ar}P57+FOMj&(XZ#PX
z^?gohIqLeJC7->->DKo=e#rCs_1(jX-6XtjefQ%h;&tnL7{3CqTi@f9KkP@=`o6rZ
z9lOo-OWNB^+&<!r^?QvHC*!WH-))q)`*D50w&Qncyp-d@M_;hk?|n)+GS15ST~FNF
zpIGbnAtg@gqpaW3{vCWTgRy>hmBlIRcjIYnpF8#IcQbwv^=4VM*FohvL>lkGPf)#e
ze@ohxqaIh_7xCKJ_vVuMTVq|nH`-4=O~h@Jxc+5v&G!DJo<*l0^RrTYB%cuZH2k!)
zaHr%mv@D-n?R?_o^BQrw^UoyyLwu$4Un!@Raz4U;Pxf1*m2%8$#*fOL%V<Awi}~J*
zUpR>iDRDBc|K>C*B<rY)i9VV3(_MByTlWzqA0I(SUgmn2tY;Y|9~t+v%=Jw236W2a
z-TLE^7(spTV`Uxthmw!f=K_1(k@ow3-dT7;;->NK6y5hmCGH_RE=}B%uXPq)lzzx4
zaZ;~s_Wrw_xca@Fg?-e~`Joa=el>0OxVX8Xc96IM#1+d_u3y*Vb9m{KqF0VLLiqRb
zy6bW=#C!Nk{Y(`dP51*<d<wrGzd$X&#=P(&=`;AVe$iRDQ1#~RQscO_13w=BRn^Zn
z+b?Z$<0s+!OMf1JOKHEm?f&$i!TqAP&ce-VKGK)d&AjAo$uB~F3F4Y~?evu9SF_gc
z_XPQUMBE5T*ge*ZZQp|L^Y3Nl)tD8RcDLcfcwN7?<FCi-t~a~t%=DM2<y+SoB!3@%
zCFv_2XNwQw*HkG#ieFu&d}+U=Pm-7O?9zUc{98!xe53Mp5b<sJL3myL+VKxQTKRgL
zjFSuhInuwzYv;wK<=4Dq&yRZIen8w7nIDssIN9DFGv|lYC;TOzPvQG<X7IW=p33#Z
zIDP?MH(p8nJbb17uhh4-j_bEp{>~*zJ!B3l=V3YW*+iUfoprLI@5NVIXQdtTq{mx$
zrm@`)<vvRQ{|0`j>TkB^Z3O?W#!EXIsow|qYkBRwQ)!2>j!UNIcGN=LslT-1?yVdr
z_03RTfVfKgC-EKlk@z8!arbs+U3ZoGxbc_a*B?WD9#hJZ@%@fHzWy(>e}7xQPKNP2
z@nN-`8uJE+)FX~Rg5O=@e`a)?_#}S)uR04~Q~g4_Ut96p@RzE-W=t`C7QYWaTJ^Wt
z>GM)PzS8z0{ouhnGOY8`4=*eIAp4(w_Bt3KE>E08;xeUiHAn37qGX!+b*J`zLIS_1
zif_U1z;jw`kDKzGP#eAlUuk<nIohe`7W~h7?ffsLp62z+pGr-o-`y;bfqnY>tM&NF
z_;ZOZ&L8D^atJ>kf1c`<`wB7q$|}AI|6rB!Q}`|TO2>Or{|r8Z52@wXm>nhk(1Dll
z-wLZ<)(rDe19{iz2M-H^pSV$Kobue3A3p_OshvL3gej*1e^m|r{fW}wm)~2PaNc!n
z?ZxIXQ+Ig@@=N?yzu#_=1?oZl@mU*w4e38o>nrX0t2qa|%jqC4yub3iH^%==)>ZsQ
zHJ_Ttj7-GW<8%0>CH|X5AHt9Poqqj^;fLa7y(`Y28uP}kj87Bwi{Lj%zx8P-J^ol{
zA7{3b&%WPxYVR*)@$XjgdHj2LhRLpnb^lrF;la1#8>Ais%jyxa>k;4v*RTVX>mm6>
z$Y&(}7+D`iD*3RU)^wO-BmJ5nANL<S3#)i-_lvn;Nj@#)6T_cWOFq|>=2LsTeLS2Y
zZU)~Q*Hhx|DvSHXtheMR?H|MU$sI3oZ<fX7?Km&>@*d**8l@jjTVRie><<>$aY5pi
zwRaXCmALE5;?~;zCErN?{s)!UDd~qM{6USEdZ#ESi@!zs^Zv4OrrGOqmbd|jIZl?i
z@0Z2Ru;ZMRH~+6ZzbSFAl*OH4$N7kB_>l8n>95}_apw8f<uU?N|Ik_NyZ&z8|FFmL
zjpFtZ!%sZYS(r_%?WY%g6aEprZXHiik9GJjN`3!ZsfUb5PrJTZ;#U5nv#?CYqjq8G
zxZP}zhm#Y5-S<|$&n*4zr9Rv7xA59|o|2EOEi>);8zi42#1U?{%e)<GoCib^v;T+V
zMybzOB_FBxWA;3f_UAt7EbNi;mX*fU7<(!6c&L@Q)p@R;81tYsuJ&cSA9BPE>ay~C
zt~9PYKN&X{i*}m0X}q?_<p!gH(hok`=Pd9%qtriLnosS|?D~g@+j2}-VV}hPPg&gS
zcE86dFXZehOfD(!+TuJ&;uH8UtKPc5F7;`poOSp^(*7aeEFIt9o9&l&<;Z7Jk1p+c
z>pYw1o$w{+lQOo}*h%q{kB_)Fh^us7DfN->r9FiIx+Lg6u9SSNXL96i$tOl!zvH?p
z9xqEi@;$g`;qT$KGpMvn^19ugZ}NS&Yl*v&xMF$Mfxna^--G)aeqxC?ALNp9<oj_y
z!Z)a1%CMdxk+&sIzIS(2Po5)@eh!z`r`B2@q`V*p)T58@DqJcFyW4Lak4irBqhNFK
zH>qCAv#zno+eZ5-ZxeBkNqILb<;ixEu*bEP{Q922_x`B)S=W~&A8G#({5>)c?<>n^
zg*^|Q=kPhU6T1o*sQH+WI~(KW#c##y#yx;f<ExE(cl$et+a>kcR#u-M+4X56zeJy|
z!dSIF%6+#KemkDa*LFW!$8ItX8L4j--+|wRe_2gmv$MF}xjB&={rRrKD<$4M0havh
z@j3j%C4OBoeF#6LuinS-Z{bI(>E)p`{+9fk@Q3ijRc{_%89s$~d_kW+gYSpe^-l-B
zZx!$6z`mEp%Q)8KYw&5ce%3K<%?oxr!o+PPPB%Z}_?`Hx)O=)n7;EMsZ%cp3_d6dT
zuF`yv`pEZ2JKcOQ7O$P}DDz74dfTo~JNfJ&uF`&0%5e?jxrQp<hi}1id)c0M%JYUn
z{6>v8=0D}H!_Sp^wwKk@TGyo>P2}?yak}}H!jJ!=-e>Tw_^4XXnmI;CNd6so`955o
zcXL7$!pk%(u4BsejCy<oPd2u<o*$NWh7e2f%X#h0m$lP+j#%R2#Jxsbqr~-GWbeOZ
z+*X+5CUMQgc~7R_Wj%D4#;M0UZN&9HrK|9BSzo?f7WbmPzI0IkmVRB@`$Fz|t}~vd
zf9|gyUxSzP{bK*rd{XS+5dI+kF4fnrG!|~@{}_J!>0O22^4d<HDW-42zthO~VX5By
z7=XF`<NrYVfa>os`%CiA;A{I=9$)ECY5&!D<2k4aW&NZ)2jwB3*=KYW-Xx9l#?rW&
zpWEdHxIlAaUFG9GsZRudGM>{7yS+2a^irQj%IS~aFXJ06EvNP^dw(b2H~H3=DzAHz
zk9>dnA-tTII&Uk@r^dQI!J&ntgSZg`x(dH@5_gXh7qrgH_nP-a2sQfK%R>C8L0yIC
z<c;EfeXG#`$xqrZ-)DUKvE;X>LVm7e&Bj{!#mH}}ukv+R>8~by6whg}UEXxNzf<`1
zYW@AE4E32r`UNC+9=o`7yRweyq?|nYY#^?$T8^@wdCq4)T*dqGE35c0ej)yLHUAp(
z0b?1jIOV^A|GtdF=S%BZ`(1MkB(9mbiRX3|cJkUezcj99yWKDHJ)j4P`(a6WEk=Ok
zBi}C?8`f1=(}R5CN<MO2b({Hooy57xCo`g}a9b^LePSj3SNl!#JX`wD&y9+~{x0J>
zcyV6TK3Uw(!}x6%RlYAN>Erk;ejTri>1)1Y)K`2G9~{+H@%pFKvz2<zz(2ujXRx%M
zHRj`=#{A8Z&pX7eAkHqwJm8RgocLiEb6h6d-;GK>=6P*O8YFS@eX4s$(;kWYrV__`
zT^q2s(+~%ehcBsoTrT;<$Y;oyuELX2_Cuxl)I4gBXOev6`?Y^ZoL%pI#qn$<pU7Bi
zJfBkXDH~5|fBN#S!s9ZY7c40q&j;-Bba6m7;wt@k`tUDJC_7%MxvV%|^1BM{c)wa-
z`bIvYB;y&y_q@97I9d68QvyF4&uP2eUh7;$`mF_j1^xlm%f9j+v(MyhiId-bND=p{
zjMEaOz2<nn*gc-|yAYvkx(cUA+_#lD8PDGKc*^fT1SaXnGeEso<Bju`EoJ%KZ|4&w
zpN?z03h$})ulZwfJf;0RL+rO?`}~EHkNKR=jor^#rikmB(p5OaN!)cyOULtz=DH#M
zou#}ZQ@aXVX<u>v)PB#XkoY`)<+QHCH6`^47VG0-Ah+YMRlW4L_1R2$Tk;7ImnH7&
zYMe5z5xjf4eq81EF#6+<Hm)tycMWmBk@0#!X}3A9zmSF*<4@d(nO%iTB<?9CPR8|o
zdpzX#HYP>73g0NHcgSeJN7{A~>p%WWsy82tHQMdR--qWk)b3y9`Ta0HiP!DN;`q%~
z(kJoTtE6wm%lD*zQ7zwkE=2kvOZy%n{hhpazFOK3HOg}sPA>2tChiI~pPF&Se(>V^
z&8plEWB*S*>hSl=`tlp49CKW5t{Kv&_7t<*jqOu@&*YA|U4_5Maq7TZOXu%@n8&G7
ze`){to4d^CEtV*8vc4(LTcoMq^|$Efm;7GJH2l}3y!A>xG9SKbm**m%TNZQ`J}2|0
zO^K88YRm>mz3PbzEj0JD&YTh_+s4yIw;AmW6L;AP^SsUZu@YyU%S(65Jd@vFi4fOM
z-snEQvaX4UZ^lo>_g1~N4T?|WgLvKfN)8{clD~5_{fDn~-A3~F;%~?6?h^#ae>I-N
zN{6$@GJ8C&a~<9`+8HIE`>NC<fnQU_x8S85T|czp7vgpO(2ie)m*c`>KP%6T$nVv>
zg|D>#k$#ZhvDuGbRg&JkKOsJdAIbKp8^<WV9?xYdyL{{UD@mWgkE!BY@K@uxtZ%1R
zu0OZoC*x<RUU}Z29lrtpdDWZCy)j>1_yk_+@AN3+SayA`p1767$@K_lof20zuft>b
z{1b7y@rvWu;BQvzqdd=&#AmGf6vxY|i)@Fj)Z-0&RO;bX>LJ^qa(<N~u5a9$pM#aS
zviT{$AJm^X-Td(38}PdM5yUUUuPSMeJwKxOcktTr$G=y_x8VPV*N#6vkJpYre$?$%
z#veZvZ;ZcB>8JAXCvE_7z~LOK#FdYKfbSV1PCNd1A6`5D_+?go%Ew=}msb3uD*0#e
z)2jG9ega;%-}8(!%fF#yJg+bA7ybBDmHLJ8+ce%wo^i_Gis$g$;jCBs(R$`fij{UY
zlg|#~bp4pdZ^7%<y&V1pyzV%}Ii9}6*GYlh`ycbRk5RtY@}pI6PHV%<?>uBluUq#b
z_<i^RYI@~)!bbc%cwPIN@q4QHG+xG`mzuwM_+r#Ahu?_ruljG8`)TQ4Cp*3*-miM)
z_{fWw{?~1H0sJofBsINt(?`ZRg8vX7RK2WGW6V0p+ft7NaVM?RuP^dDVQ1iV{nUm(
z5w9DEcKmTwyz4T)2S?+j9X@=Xc9a}1OFPU*OQab_J3_<_(c~lTjNu34D;>9rZ^HM-
zpDr18&qw8XwiMoj=k}lNt>-r-ea6aP=R5HAq}R<y_vL(!t%|S5kEl|=5dLd;-8jkb
zuzeX{>AcHmKR#3?eF{GYf2G>~n(@VTDTBWSKUnq3aY6@vDPA{E+$@L-@dMTL%J&k~
z<8|p}o`lF>(i`jA2>rSiC!bZs>G~;&Z@}x$D_ikTRY{-4KZMuya~_|rl3sq#?)fU|
z{rDVS*N<WRyLeqc#_@lu;*<C%I4|Sy#h&NN^SG_}m+%qQ*O(7t%RI{BYd9}s`M1;8
zj4sZTJpN4l>=Hk{=shf0bE)51s#mU``tggZwI3g?;^X+)c&Te~JO8@5CdzwB{0#h8
zRj+L4t$3Lqx^*IZl=Aad`MUA(aAQvDuk(KVH}Sgp8^%w=%XUy~pYl9+9KWne{z?2w
zyl$Op#mn}it6vs>H@=rzzOrA;<7GQNRrTiO4`UtoOyId7{JE;P?jy+f`0;T~`96G@
z{8x)VhJCDGSqHkG|2x^bC_t>N8}fUN%kD6@C+7quzU=rjCG{e16!{kWmHkj{y`7&i
z|A||*O22*P@hkAU{`Fi<`|!H?=f|(XS32&J_JqlQy;Z(*lD<8S#H}UHIG(;<iBpcJ
zCBGKpwshw=MTslxpNv(mk>6A$PRURDCr|x<M1H+_UF=8Yx`JmS*QfB6+GmVE{`o3C
zjNe@)|2TeomGnvcF1&93wc>w?_p9}19&}%C&f-77e_r+0`L5A^{2%bz_Os)71Anuc
zUO7MY<NMvI@1HRKEd04@dS&~G<1fVP>Yv0<#@DIomE-bO%YR<=O8c_-%Srz^)n8$+
zuX+3kyl(yQa6mf>{}na8bv@n~fBdC*UH!xO2)<5Duhc(od0qXJ`0Gip-T&cltx|p#
zFTVpR+fH$QE1y%!<JaT0<IjcfyYbrb$N#cQ`SN?IAK-QEi{lUAxm<16Z>c>#Nqin(
zr+TITS}m`ue-?j;^g5r%zk}DE7kNUQx8Y01S2-{8<3Ggfjx)pfkMVS~-9F{KD314W
zAD7**?JJxY$?wHZBu+OE<#%Mif!DP&hrblBJ5F<6NAXp>7k{C~%iId!hvScSUKAy6
zt|lMZo)Y*O8gH!sv?GjX*>*T*DC>HSwNdlF<dY$vM&fk+A-|`)2w$l`r5yQP#yFnc
zvBNoADM!X;tUW*FcX&4wH<Y;I_GLXMBl*bhIX>T=&mw(3jpXwi;<%k_=Oc?ae@Z^h
z_z&>Ut6u72K7t_c8ts<f{atof<#tKGwBuLf!;+x;yi)l*j*AnGm++O^Bk6tkH}JZC
z4dPqzm97`b@lcfVKf=d&?Odt!NB6U1*0C+xXm^r$f1~-Fj5DFcOWWVH$01F*e<tp`
zlCapW4Mu?UUygjD-|8xS$ZKaySw8RE`N;1b55K$e_G+{rKNo+2T8{FZWDvg^U$Q;d
zm=Eqq`Y3)IzS8lQ)H8wKj=xdOU)pLu5-jf;<D4SyJ>qoRa|VAv<E5Mq`fERa8n2yg
zN`KT?i>p<RhYh;#J^JzX%Lb3Hv>i!%!}#OzBY0gL7wh<6>Jg`&1MsKTP>;8ideG+D
z&zbk7Bp>;`X!o}(w^#B>lTUBFvAup&nvc4@wv$giadSvhtdDh}T*`4xp-%X-Rj=Hi
z@Zr~1@j?80yl(r5;_t@m=0^hmJf7iE>Nlx4k6ZAE@JCw*GQ`E!>g&;gpMlqHr*8a4
zys@1+m)rNVG}~!__=Cj%mTEiuDDh?6sr(N2L*LPFr_%nu32QqYT9%KpoyzZbXNjw{
zUzKr`-}UZ&ufCr<@FVfM?a&=&-N7GiJM<H`h`4_0cv<HnQjah`s`1ABryjHM(};CW
zRN7m%9m?;HZzN7PujKd06L{TrD8EzwFkZJEI`Q&*-^O+rQtF{>hf-f3ahvY%D%>me
zjhDvN+-0w$Av*5Zb^7|o@P8v8U3;4Ff2`u=chuj)kE0&;c5GkQ$>5LR_m=pd8x{2M
zUI%^?^^@1d^vZP?_f)RE;C16#kAI|!58>D0BWnK2b*UIWgYT<)<+-~i{2sine^U4q
z{z^5yb^TMuN!ot^{|c|2tIEd7`uvQvJx@OI2lVsCa}&QSfY;T-k6(<}^-~ysOBEl-
z&#B^*_!(7vD?W_Z9j|2ZQM|7HdHj?r`Fo~uEw_sI<0n+{Vf<zI)9LHtJX5aY$MNIw
z{Z+5rmr3FSn*3#)rTwGu*U0sy2bFO)pF0^RSA%4nbL2DkLH#&6r_;}P-F)@px8Qa2
zHGp5Q@lwwSel31JuZ#WAy)UtzCz7}Xac#sks&PhJtcON<U)qx*Ztz1qx2DEf$4KHc
z_&U69J?y}rg|F1_QV+M4zp>6eqx7rn&y;n}KZEBv$frrIhxH=>l1~_4(^R$}l03@p
zdo>a_h`2;aKITJxl20@Bc@S@G&)drCqioM@<TK>q%Aa?Verd-~#Sc)+p*}Jt#k*#5
zy%w+QHy?f;Ubj63@n5gvqxf+eFYQcFzk2-1$1tCFDeW}p^9kMaIYmC+NA&YKgYS<o
zX{U0(wF6&=AEfrfbbJ5hjxZkhO4o&?p7o^n;UDF-^MF!M8QXj9e8S|DB(7d9$9m>M
z`a6!_j@R{f62B9Fr<%UTya6KVTk#&g&qKHVX7ML!yqENO+R+DZoKNSKc9fk@duMT-
zj5yu62k?XNx^_hHLpAk~b~NJ8(s-$7Gwtx=je0s(*vF$~^=u=bAaS~Sw&O?Qb@g;{
zBWP@u^gjGByly;#_$IuxskqK5#}!fhx+?i6@GGn2--16-C4C$I4ZQ9+Pul+;{y$~=
zaw`4EyscF}FY4w5Y0G2!cGTlH<8}QU!mq26K88<JN#BHDfj?L6N9DS4%1W=>?`QBy
z()-o)v{5dp$b9OcpLXB_ymtDOey~16Bgte8J#*QY5U1-;KjpOJjnCf>Rq~PkJYe37
zk$fWLv+Z$xe>UQu!Rz|78Na@YPvh^#>(+rBepMCkoJW6G@m_qaiVxr$@VfDc;8)^x
z?Q6tGtK{E|pIybL@zbjK9DWL3cO2&Az(n`GXEJ_X{3Oy3<aKeoR-Ok4Sn0W)VEY>L
zMug0_2<5LOy*!8RoLn|fHrn$fK|Z~nsN7GIPYd~cl<X?}f!EGurTNtS+TQPE$Y(qG
z=<3r!J_qqXkov4C&8PM$yFMN+{LlMt<?E8tFMj+gyly`m#;?Zf#yyT-h+jZn#eP+u
zM@`~iu9ChLzYYJblJu*Lj*$9g@$OAs6~EV6d>(&2{v0*E`88_B^+!*Xd57n8%C4X6
z<IAqc1&Di`xISu}`7v{29f{x*`1@6Fees#pqY?iJUiNQxKbY6FW!#(bXFbX1-Wac<
zmo>)vZgWW{`Lq$|-(2PSNBl~>?tYBx7QT-QuWN@7KMjA86xe;8)%-Y@QGO6F`Rmr9
zD1I4UcRZB9C-A!MtOfr7Ubh~%;h(|3uGUY+>t%D>khi6uI*1E?ud8sL8mD|ek-LF*
z;?GyTay`Bte=9zudMU@g4PlfMChmL0>Dm*=Z^c*IPNkkn{C<3;{*-yqN;@)mV>{le
z-;Q(S6Mjm6y~N1|xEdc++hbj~mU6uKZTQpF`DY%Jm;5eKkU050hv_Bxm?wDBo+v(t
zKS%Y-_LjiQ?=2i{drJ{_*3*?ge=Ox>@P52*9(Uk<`1{p*DBGiZA=@+l>Jo2nkM;Py
z_@ix)VdAn|_4SD3+wi*WDTzOXuQdMB&Q^R5uiKuo_>b_q`IpCc;&t1T=bM~AeE;a%
zQ-HV~#Ob!D2)+%k+nyTnf5IPaduk!>bI<78(}s8Bb=N7{@ja?|*CP6hdg#*o@Q14S
zAU=!lt<D?ed6Fo8FMh1*t!GkXJQMgoS4rPu<$s}?Ub$c1hL`%w_aYV7=i0f(4qftZ
z$B%!ua{FXEci~6ik0-tJHDx_9ufcT6Dk}NZFXp+A7X5QmA-o%}TL)tJ>+!wFt5{Fv
zxvVDqXnbGQE7wO;_+c6^?a0s$Fa8={JNGH=kTu%89cQ#7Pd*cfyH+j7`W`ZArzgg`
zi03lBUC$cj`FH$F_<KwIn&R<C82{Dhx(Ytk&oTE!l7AdO0{<1&E6<lC@nfp^R(uez
zJO0YzC*V(2^H-j4%i}M@>(&>~60>~WIQsE-RjFSXpTO(3hd6#k6`#b<#owmZzs8*K
z(toY^G``Y2k$E8Pe*u4k%;#+BJgB|KKF)P6WxL*1IUgy<i_cc^0sI?Pd<4G>uj}VV
z{LU)roAE7G(x>rTs-(~1*W-2DoAXxYd6o2Dd`#n|p9ADS8*glH`O<z?x3?(ytRqf0
z-xK%^8ZYIv;J=4w^R~Cg?(4|P=cF^l{h7GQYMi--Sx<+V$ANj``u{+`eR!7f`)+vM
zxcTvY@w)jP#yjwrtM#Y}6xWA1{w(|>%+KOFSo=V6y-wmcZP!0<(2C!Q*R4NU{NNwz
zpRdZ}1Nch&Bk6C?a<)JG@>->Sa^A6^)?CCShW`S@?MzkPek7j=<+R|9{fgr@`}$qk
zekDOZ_x@PFUbf&j;6vnD>@VxX7gCQl{2Ta6^IX>8cIvSMe~{PCK1w~Vys!3NXX4nq
zdUStVkl8NJ3ZAolp>lnsU4Hyh{BB+s>m&P^9mVc3`X@qMpP%TD^BVDI<Ihm@nPTrJ
zn(;ooZl0y_{qU!%>6LXphj-)8Q@wJ&<79z76MwGimFsO@{0RKns#l(i2;j%zN2p$T
z&LcwkQ}O0?GNs>TE-BZ^6690&Q++?R;78&6spTm5+uNj`_<GeV*W26iLA>sG*cInG
zPnGh0_=Q!<58~%nDL;x|S*830{w}<(AEo_CywQ)7_5GM3pQ$hE^XVX;rFi2y@T#(W
zl<UBr+xZ;N&-D5D@e}YzJKv5FcbGWc{A<KJU#fgRMz*tNd@p>-b}!pm+4*)Gal?tz
zjc+^NkN2qaL%BZhTFLyu>$Wo=eh^+aK0*8_e6{|N_QZ($193-dPm;J3Ue>p#72gM6
zX}yy+X7L|W&iQJ4t?L-#^Z34`*KJRpJ2)r6U!bN}o_F)(2jah~dg~cJX=j-HhvGTy
zayYk^&NJ)l$c*c3jl``Wu2JGrWpT>)fVEKGKH?^-<;grSKl&x_8tZL_xGv(jJa4bd
z%5z>F_;I`R<LqALaGZyKuq3^CV^8|69{*I8^dbC1csU*_?iZ}<!ID0PPghCbgnzzD
z`V>Bg*Ns~S|1Q4LxXHLk`#-`P<I+~v-`4qw#CgbP%)eRV@=jTtGA@BTc|M7_qy64-
zl(?<C%f7da@sq5iyac`t{}``}{U+mkzr8<|xD;`tUg5l_rZleh6!V!uNp8%4;zs;j
ze_boTienS}na42i4wtsC_H_IFz`NSvn7OC&^&lxHfPWCL8;=M+f!A%PjrgT_-Tt*1
ze-~c29jEad@K;L1yRXYy8-*PA<miVz_!zI9efZRMcTD%Ov+~@nw8woH>+P%h^U8X>
z3x5`|#k`cy#f9)E;dSe941XG4cf8Sr_f<)s!Vkmi`a5H#uQdOqeI5Amq^~p{GQZsT
zp?G8a@F@Kyb5Yqo{KTywu8}m(!DVsQ_95j(2-ruQ?zp58e+aK@PcuG;A3$Ek{#Kr6
zNaNqb_ffra{~>3UU+KKdOB(05xUVev*C_eZ*7EJiN8J9`D{oKI&LF<W-pciqa-!6u
zC*IiJMwj-Ny1g}#&vC!dZ*M95aJ;U+GWenRO5<ycKfWJcx4pUV=6D#d+urK&qwu=z
zEkyqF@y7NxO=+iQdut@WZN%%ww;8`3uiM_z_?`HH^l@>1DEB9G_?Pjz?ag@)&r?=O
z@5TQbue**Fz#qg{nqS8J$G78k#|hH@kMP^5zB8)ymwA4;Syq3^r-gi0w&};c4ZjS3
ziP{g!=Y`wx8}Pd0JJ%XM&xr4@rdOWF^WpEtSL$b(-$C+E;J?OeXF_R*^_wM<t+XRX
zK2ncL`G{}Ae;2Q-X9|BW{u;@!do5RvFEaR-@Vf1z1HS`b>AIPe@BTLT(eQ)S{Ab$d
zqxJab@w)nj@SCcXAHz%gb>q~8e-W=cUr6EK!0Y-igU{f@YW<bZxpd(B{Ck!5ujRSD
zD!v}yLH^qI;}2@;C-Wpm`S0V6d9qGFPm<(wgt$}Hb|~ldt@yv-b>p1H{}+C^nqK)H
z={&xG*R2bl@0k6hYo{OIMS8MP=Ha)Di6ZR`<LA<kU*`C#I8Te$T57)_M_4l78i|X%
zp`UNf_$Xdik2HP?ek^$v%TeyD<nSx;mF|m3J)QWrH?8%jNg0o_^~aas`oLTI{tn`U
zc-?jt#gD?Dsn&Cbxm`&;68LfWn^kYt!TQvuxqhUGTT`VT8T{%hz5^e}pRSgpJeTa|
zg5q-gS*ll#@9Ob);dS#Sgm1#@_GdBtBlt?^(Z>3R--g%C>lA(~zL#1*<^E9y{~-Qs
z)hpMlI`H4c>-O*N`?zmVrTlvQ_A2Fv@EfX>AHzS5@2%EPxlh=He;8k>e`KDd@X|l8
ztLf#~wCp*DEO8Tmsb5F)_y~TGn$L85K6<!8J|BOy>l6Xv9wAP*9!Kzx<14kt*#7Y;
ze5L(?kGeHe&wY5~cq*lApPJ*T4EgnYTR;Cg@E*Kwe!JIkod>ULPd)ytc<ubh`!(sM
zJu%83gE!i<>*(!iCcnEi`APq!@!!GsR>x79PdWT@yl#7PK0uxDy6wq}pNb!&=6}06
zPo(?+eii;4)mzVXh>zg!$M;daa(>cirPuX$GhW)St6v(wuuA=M_y_U2b=k><o<{t|
zYW>)rmRS2IFTNQ+UG+8Qb1kwx2JruZ52{|aN98$xiHj0<{I9CVNq;pFH-tF1n%~uS
zf2Z&R@RinADJMgFz4%vo?QB!#m(=NJc0PIXNfW2*SI<MNGn#Uwo__pxyl&ow@f-2F
zc^Aj8$Dg6LbBbNRq~&$_x8m<6{grBZ>$->3FN=R3uRDIq<DbQ!tEN}(dw80-$BfsV
z5BTvr@w)yC<D2oi?Iw=jgV(h$iBDB2zZEa-)0LmaC-IfGE14&G{FC^j&0Fuo4#&@r
z5-0r~B<>J#ZnZy^c^k#Qi`UKD1ob(9H|A|lKW|gyvnr!+cLqNnU#T3aX9qrt*Y&&m
z5soMEx_MiV58-w5He`8S{xSR*((C4J6TShjo3|<a9K3GcX7J1Kx_R4yUy9eY&;2Ot
zDZbKis`Oty{#Lwhe;&fG!|Uc{48NjE`Azs3zS6vv@>BTbc-`?`27fnR*Z&<>{<{8g
zujg~Uq}SEI9v{YY8_ho7P@YQ(;dfLiKZf6;@v>b?`<w9Fc<sz9+d<j+NGtjD`?bEG
zviLLbx_-*zeRy3zc^)(KAE&mHeaLOre$kJ=nDimlE5EZD#xKTmdB^T2*#}wIWaMob
z&qm_jChh`xqx*V>a-XRg-;OV-N6lzsM<MCc_|Nat&&M48EBLe2{H^mD>2K!-?)Tu2
zcHZS9ZYgoPc@e}<!)w<+d<b7@e<1ZpP*2JKIjNK9cKbTL^x5~!{i4LB$R|%+wRKzi
zB}-i0Z}j!e<9p$C>!jy#uJhw{^TUt-n0oZ1tm3#S_v6F(4!o|v;`n#*y7H6w1NeZN
zKYbyW)}?)|cxRRRXYoDomBwAt=ka~;x^>2rbU40<*R8XD{Gcl7!+0OQ(s_-HV;nyL
zf3$IICT<aNy8TVs^15-#;ir+l(!BFf59bqHFTkJ5>*6>n*O|Qd+wi)62;dWV-Fh0q
zudU)6@oVt9?WP$Y$Ls2!#&5)H+mDy}>GF4O<ah$Fo2Op<e7y8kv45=R24oxq_}TcQ
z-9L#EH|@8Tw-?DLfuDk(td?W0`NikfBrZkV+M~otU9-gPBu;l7H;><qpP`ngd|$ff
zyUdOKl|L`yBaNT*e<%GaUOPu9>s9x8x%I4pWH0rJlHWM;(;fFD@C)&$OM>qGfO1``
z1>b<LG>+0QZPaH5-dH~aN_~{|Q|i${KJRPt5%1na-{E!hp&q{ne?GCrdMeLVgz&$|
zS6UaPo-zDy@JAcxByq?6u6mr*H%;96#OcO4haZjCjkEJfwtxKR$*b5NYsN|bUi@Nw
zrR_`RL12@^F&)2(*Uo85ziZ|}jQoB`ylx&e;j?(%JV@d9<8|{OLw(-B8}lHl)TeA7
z<jLpStbYIC+3axKh#x__iv40e*Czeq$1lZK>KE~0d<5TLO|RTfisNVC2dG}TubZ^e
zSDHtXe=B}!mHK7zQa@e!d3>x&`JV5Y>H8c*Vcpwft?@B@V|(`FXa8Q`KVkez{3Nw~
z*7x5@{p0xUcwPS`@f)l7R(t}lo3~l~?RZ`P<?**x$=}m#wy$LWTytshxYLh+ko1*~
zA7r}-lmB{rE3chvlzG^_U923^r~B5R^hbjHyzlC_;}*ORUq@_lJe2Q4Y_q&>yJ^RN
zh4h!H>DeaaR*97FddlIr27iX?mFqD+{6xHNyn^^q_%UjF<vL*$KMk)t&Pd?Dfj?JG
zuUwC5!OyQ!ej9!=UfX{B^?2R7;lf{mH`a~y%6OHn8}(bbUtT4j5I&7BnKzP0+4aCU
zaqk}`PR6B~IM*Na{hr2uOg_4Kp2K(Gb^Ypmn(u2Of1UT@Pr?sS$3<DE0{Bz#*Q#Fm
z98Cm&C0@6GYQ%@|b!vKLUN>7_H}BH;F{Iaxdk%jwUYFjvmFul|-Tugn{{~*S-30J=
z;&uHW!QWP;{6_q|D(Rc?Gx56dN#kQxd=CFDyl(uQ-{))m@VfEy;&<W)tK*|Q4-mlb
z#_Pr}VtHNvH{!RGUN?Tt_~-Dt^l5w&uN%J{{#E>CYW<aU&-o0`C*w=DS8JX3lE#bo
z94PZ;+p}z^LE=Uer>kcaKLoEko=D)w<8||>#max6+79J8pEmqB(l@BSW?pfB)sAn%
zm#ojULq5VS?R4Q^z|Y{dGgY?!S;yhBU#lnXFmW-7ODl2R`?a#?2_w&v=8u)vUFo+*
z{9wFpemCPUz+XUYalc2s<<WjgpT<wZ>*h}mKT%V@wA+af;Ei?vEu}p&#@2NgDaY61
zaJ){OZaWC#-^SMwTdb$Djzul6t7iiLCh2wav<3eUe5Lsz?P$aQ6@RqziVotwbg+7y
zwAVw2TtnO}wLLZFgcI+_KZ0LY;>`nO@nQT2c-^?g@yGp1pMMe`#Ov~J#W&-1`DgJj
z;VbR$ebg^cKRk~&=5f0+?wWb*+s5-a#8>KnX>SmJSmR}UqSWUQelf3|A1UR@JTo^_
z<G8wse1_-r$F(W^nRwki%;1OO>nNwvJnXQ1Z`CXJi`_rqb8)2C&C`1PY537<dfFhL
z%#?lz;V;DN#wCUi;dSLV;m6>0{hY%4@w)XQgTJbZ@4!#Re_pM>a=z={&U#VB*W>>e
zd+!+?#nH8ESI<lhLJ5&UfDj@lkwwM>m}s!c#$#-glgS8-ZETC2bIu}1lT6Op<ZN;V
z3n6k68NOY;@4`|UKhIh3cg|VohkGs9nyYu;wJUaYb@xnp+W$}at4I62|Ka#Z+W!gd
z|EGR6miCXN{r}YNSJD31|Db=8_MfBulN098G4B0&;0f)o_veS7`%v|lY6Znl`>Q89
zo*%GL`-{^4zW?F)dbEEq?Jt$^cy%+KKC9y+Y5$!6aQs->zvw?4zl!$n`VYsSr2VVk
zz4_qpCad(H(Ek0jKXt<R68vsxs+Cm!q(4aQuRT=ucYhP;>62uHL%k;GXc(ySp~jRl
z<oBHX9Lg`j_U@h4vup~w_LZmo#1zLwYjdEu>y%Ud#Xy%F=r3lv<P$$}&y{sypoo@o
zT%gz?BYFjj-tKC@`HOq*aQb_B5_va3>`Nl|(@{S1Y=D^KBd_|4gFg9p2Z&)w<x~1Q
zsaz2tVw1{20b-<Ys%Zh@zTa&MhSLAdk(+u?o#5z<qPrZLQS`Iq^9*8vRq93t@z9b-
zQj3`m`)`LFo<@vt%9p9d0;h~gEp9m#U+<EK(umV8xjv0};F5FGh%GX=I#$Y~8N^t3
zsZANgMYp_>Mhr`${yvqY)Z?@&#LH>LRv&pFt+?nT*QOP3eB|u3VoFjuBCS}JRK7|h
zR`@Fam%gR$r4xJo<hgVr#!v1^C;I!#mFdJBe>pv!*z7L{rxWV}I*{kSKshPBxE3h;
zr59t9{k$N9SP>+*rx(Y9<gY}MOCsx%%jfCEndI_DdNDDDBAZgkWx?WX3OOZMj8Cb^
z+LZEQusD`d9t;*kQYo?|l^l{m>`5hG28(qWrCn|_lc;j5Dc@8VjpVKB;#>Jgb@7AT
zUR?~b<geAmL`zPpF6LXZUv+W7lD#5Cj3uvC6HhI9xSHtekQ=Ir`HoWas)+{<IW9s(
zJB!obG0sx`J`&4Za!G`^?vnI(FDXw)h{;m!j1WhqBKM@+Qd|si%SFY-Lbn`WT>S2q
zy^D)0Zh0?4>`bD3t|pPUii?*?<R8Vwavwzw`^d2+#7!R=RYFWls>sHq@<2&(CaGLo
zQp6{fvrCGxzH&rKDtGy+ggD|WZ<Y{ueC3G}Vz8gwT0+eBlZ#7;o&GAqp#kz*NwF<J
z>0Ans!%B%~0rEvj@hg@7N8&)Bd{Rop2Ffd?ME_*+U@0*tnOs*&Y)&TUloHWF%4bWE
zoKaew4w6Gki($zXS)5$%FD-T@mupIkmo}jq8dgrMP9a~E6(>^2Kg)^-Dde%TVt7iq
zxvW^6QZ6hj_NA2L%8HnjvR7HrH<i3wM$Akl&z2EeQ_0<B#D!FHMH%rjm7G>aOh_#U
zl@Y5`%crHq;nebKX>lZNaY}b`IytkP*q%<sa5<fPSWdi7Coh&0lhez6<-~94<?3=`
zYH$~-ooN~5q>sd*463HaWGsHNf;gX1?yMl5WRzn)Vnikx<q^MTl6O85`!mTiABosZ
zl74ZvSBPBxk$4!QJO^i%Q!0q)%yK{lu|BhWTwWZ@EH9TA_cO}_<;BoYxwgDm6e?$z
z7yCoyi1H#fRKD_vfm!5DkC>N5p74lWS>#raxR^yQ_K1yHmFCH;a#;m2HCqXa>V7tP
zu%Z~2U9PJr7H5}pDvEvC<;aTSR(AQif*6oP##RtRa%LD^O>D_2uU8aTbEbP+RZPt#
zhkPtn=aSDVikrD|$5j=}a?9U77DsZ+86S($c_fiF^#8}=R33TiV=*bOBAfHdnU%!F
zymDA25uHzwUHRmhO5#R7Nx!o=KffXe^2-sG#qIp^RVA@BT#@79a!+OPC|s_rELIm#
z<ZJ=?rm}cZK;Eh>HWgIlN<q1*iij#CqpOIWg%r72NZzg@1{9X3tBBtVD{{NAoKaN_
zEFy<g6}yWl5>rGTsw$$2%1u?pxKFs3o=%;Y{`geJ-myf}w4>KpVmS3hGW#t#kIbKz
z+)cZlSaJoKJ`OpJ%xH%kL}s3&)YIFRctKs2JSRBiRr)l~DG!lZ?Ud`u>~hMvWKKBc
zC^FZa@(sOl`_L(Gk%@B2Kgf)5$?asOyX3EA*13vLBJ<W2+;5#FewFg!T1#w~!57KU
zh`Eo<D7RcqW|>>gBy+?qhmpDOmM<uXVM*klWacH2$H-jv@hY+7N#$}9yPZ@{B{R*}
zhW-8I@APSnpZ#fuzjxMVOAHL~4kz<4!25EOCC&wUW611G<~>ekNsxC7nQ_Uzi^#l9
z?j29&W(sd_GN)6@dmAnBG^IR8W?U+{hs<xO<VrFpQpxFL9;T9m$&5-Z<2O+7spT~?
zM^ekfWbUSx8^{bxBj=G>oJNi&b0Cd;yWSGF(#SY6gVM@VWag)pJIMT=RxTy;XIeR#
zOuuxpKbhI-<Ri+_rgZWWnb8^TjJ?X}9k$I9H!^u&Y_-Ip5bvL4)@1e`BQqn^yP3?0
zEOH^4U$e+@WDaGKy~y0oBJXao#E>v~mdwI1xtq+sFu8)v%`iEQ%z&(N5Sh7I<x?uN
z-C5;TGS{=pLu6iOmFvk&&tV5KJf}QJK`hBB*OA$sQ_dmNKbO7lelG8fJ(f6=+dG8J
z_B`HayDhOOulG8cG5Nel$h^+y-ALxo{NDLw4u^ZkkXc*6`)-#dq6>O&lNnUVdz#FP
zLUJdW35De{GHVOVDP;aAEC-NzT39~bNt#9EWir1Nkq5{eD<apDd00fwCNrX_96@GT
zQTb{Il|)f_lg!<s@&uV7#pG5pi;Ky{WcC%46Uf{uCi{>X5Fzhxr^<<t=gI7jkiV1p
zGeZ7GrcZG>gUsyWatN92#pN@~`?=!sI+?*`>>_wv#v60Q5*NyPkCWM5&bx)o(vQ50
z$V~8f$CHUF@9j<IR(bEe!_=TFc+Zj9Skb$O%$$$CE6EJ2<eg3?zLIw^nah>E@rNw2
zw~F@~nH5#NhsjK?=G{Q1Pj&A+GIy$bN0a&E6YtxDlxz(dN9KABd5TP*nsNu3nKk87
zGTUp)$z(3ql>N!Pt0^BHpnmkJyhLX6r*c1;^PkE!WL|wLXOWronH)}L{b%y!e(D{c
z$rv)vK9k4EjH@NLkXc<zE+TWHmK;y!aV^=K%&6M(-ae{;+VUKkBemroGIwjsm1Kt1
zk<-a6t|JGNIZ#K&@1+8%Bd?JeR97A*Grz9fK<4+lavqsK>&nq&`qh(ff2RtlC*#QM
ztS3*Axmr)|Ak(Y9TuNp}eL0!T*7~wPnTz%1BWj9o>dQ-HrZkZI$*gK1*N{2?m0e@I
zzLsyOI-Y!Of4caM_xVw3FOB65GPfJcqhy9Ok(<aYY$6ws+0jIfC9}M#eL!?Gx%QYP
zwltHo$((K`N06D=+}_u#g?G^jOT@MCjwf@XrMEYkovq}(;}mr(d5%o4)^ZP-8Lj0?
zGFw~A>0~apmV?Q>X)WVPY)Tt>jm)Yx@-UfR-`dh~-+Jesq{i1yjw18CoqR*m6WhyM
zWY)Boe~>xSUT!C|xr2ScypG=JKP)l6lN?HBRVVqJjyu^&-XQa+lRQdhNN2f;%!|(U
z0k^uy%j7wrt2{s^x~p7ECZ?;s?_{KWdD;@Ok=__Gr@G1GWa7Gcw~#r}-Mfg)&hO-S
zGFQKoy~*_IA@7}{Z1#}n$ZYK)_mH{RL#`zAriYwPX3F<+Fqu`~%Xms?@{e{xeR_JI
zo}nhyQ(h%A>L+=K%!;4ndNN0Tl5@$#{v=0{IrX!Bz^-59-m}!af03)my!k~&lNldn
z$)RLpqAU)-mnE;Cr$c*L-XmmB^|s_jvT?mF?|iZ+`dHpEWOw$p<hyf}39`4z_M+>B
z(`09m-AQ&U*=1xelAS{K4cP%?r}VevV@huo*~?@n59D+Q(ro$dMN3Q_WO?Jr4jydD
zQ)H(Pw!AyY4j5v2my&%p#FCTAjvH#p{$y8^eRP51B72GKW3v0njv8jkHDp(iokjKt
z+2Lek$-boc50Bt<w~Vyp=1VjxkzGjkDcNykcaE}FTI#Gie2gVy3Ct&ZlI+<reBh3;
zQ~>n((OCX`ew^ifd6|0bcuU5Ry+!so*+CO5xrOX}vWv)WBRih#(usWBgh`h7=@rW0
zWJ_KpJD2Psvb)KyCwrajT(Ympjw1VPinY-W?2l=djJ|4#dt`@_jh=4h?neQ~PPgP<
z`aE!kC0CI>KvwblWZ%)}5z$m*WRH_oJf7^DYt#~EQc00LOIGnWWbe}FX|pVOmh2U>
ziuavu$vM|)JSIDm>`k(Y51C`h^YnQ!+26_DBdhr6xt1J#!xAgWz9s&Ytm2dAS#lro
z^<-C*eN9&JXu4L4`jZNZ>>c8L7BHVrb}jMW$<8J_cp>wpWbe`E!(`8q9kq!0YO-@<
zXy7M1itNP2%r}v}K%Xy=-Ai`H66QO}j=4z%PWBz~dA~B>Pj)}?II?TV{<@U;F|xg4
z>7+{bF7Z{%tn@1W%gZeJ<d!8~lD$H9;&MwKB)g96I<lw8&LJC5b|l%cD=hh%bXJg!
zCA*L8X|h+y?jie}>}s;ZSJH80udTKM)HF8guElfPqM686k&hjs4gEpQbeL1DR{Jhn
za=ugaa?qcP9df%<Ty)6uPBGBg-oA4EpB@(!<)9^leGd8DAx1h$oK_F?KmV-sIYO2d
zb(ja{BU`&bZ#u&x+GJ^ogimmuajF##`{0mNWOGUykSoeb4pCqBbqLDrU24nLC+v}q
zJn~8!%c{uf4)KK?<PdA9<I`Ca9zo4zJhchSJJKPBIOu*f1r?}*DP3zCwLK)BcD_ZU
zxOnE22V7#LOKxz9D=rSAW`tbmCo0H^exiAlQ;6HnwmbdA8?|?kY<rQGW!&`Ve0SSt
zej+9b{rM<K&r$wjQPQGxtISt!@)y&6<zjzv+xIr5pi);01Z7$-rLjb3T@}haD+`U`
zaX???AXHo~^cR(1IwtyyGtSU)eqy34OD{ih$R+RkikVUpzbWMgKQYKH=lO{Z?ztAB
z-)QN?PaLPE6F)INX%!-aePv&NvCvmO_7mIvNtmL@pb{u{&T-!*?l|Qoms(Id<Pv=)
z?@p%LPSFt-^~>i7sqhwyMhCInDF;b$MO9I}Q_hxRjw*@`F1cBX^XkusE_qst>5}dN
zQaT?HD&0&@q*A6;5GfW~!IPwFiVt04szY9Mi46|9&m}H6<Z74L?v%9moKyCbV!3NF
zmtRU%=LK>PcZhGgyrGGWYQ~gM_(v)X8akvnMjc9uWe)1}VwOu@m*NkX9PSo(T=I<+
zQ{_+=%2Aw-puyp;Q*5KIPyZ{aDNYsLN~av)61`moxv)N$6P==i9N;8Xxzj23IOIyF
z_|?g~14HS!I@yL;f`&}{0KX`@e54sFK3300I8q*!VuU4cxCD(DM_po%B{#Xm2#4Z}
z=#o;Z0G_+VV5cH8oN}uaYn^hb6o;I0niR39o1j`U+94KO=|(ujYUDnM#Apf8%C^Fx
zg0q7Nx~AAzN7)#Mcm)>19p<6xFl$wZnPqpFAr8^s!CflXe5)6g&o!zBsScx(e4;A*
zDJ?ZhF<h$Ryd*i}9m>n4$!LvhS~BsS>KkvJZTBV<BUPMJW!r1X#8TBaHn`iqP9_ej
zzHuf=+wnmn&WHYt_i4L4NKEvlKj-+i-5(^b`_Z5G{d(RA67vJ7^YjjsBa(|Lf%0t-
zEfsC&)yQOj?<(E6tLzR`U1e1ubrlb-ZZ4tb?62A)k+o8-Yo3*ArE{ZOt#s~pOIqW+
z?XE_9_a~7%0>twq@>GDB>@(LQG=^5V0>nyM;R+D(zEz0C`N`-&G00zz2ox6sDbW8>
z7s|QWqKTcD>y+zUYEgh*s&>lbRO71OM7!i27j<sB7w`}LhL#K$xy4#qICP7lPWiiA
z%y7wRNmS<>lti`hr*84YC2zRJ2~`ERXlzI#cDP4#bN{#B{Qu}TKGkJy(UR*uutE-c
znoSO~1kHTx%JMHN8;g(SC!!mF4$6Fhn(Ir4?CTWcR5eqD_ADmnyG2zw-Yt634A3oT
zp19pD4q5VzTU?<jjay7|$OTEn5{I0SMEvQHCz6Qg4!I+VSmBg!lc=?%yGg_wr(Ecx
zPEiwm#6Fii=_4+<<W3(kPRe&aVu6(Re8g2L7bO)>q@0vgY;q5zj!Eff&P{QADMz|Q
ztFU)Y@xZEo+bPaE(w=jQ1*-XxON;bm^Q5H)`33#aHZ3*BNh*hnthD{5III4Qv(iRO
z6(~_h+6_e2pK*?~CyA<@E^?;5M^yb8=S(}0GNr^9xzf&Zi<>Sw!>NQiaYCad5?VqB
zBcVNiC3NMlgkJuY&{&d0LQCE66WaS%Lf43@G~--pU%SP8d7sk^R-^q_MaDYC4a-4;
z)f$KMjzcU#?bw|on_O*)GF9f-tABQ&$@0)a{j8QRXqtr)G$1qG_-Q0N3cA3teF7Ux
zn#Qz~o&TE3c;$SHTFZD^je=9=669PX<gkNI0~;LT1WhF!g2rdM$r9s;uyuS&$?~EB
zYx?A%sZxmy%oF?_Mu~27sJYw{2TvbPTOkh};+-WgI>barcl(IsQ!LrXq3$ivL}()7
zPCkw<tY}GtZZFvDnH+l?N-t8*r3+vLn*6Fo4-Kq$$R#cj@1W%lRbR<z#CqXU?J(9Q
z_PY2)k$f^Ob-L7oC!NKHy1ukMQx+n@N+EPX*Iw?Siy)|mH<edhf+oIi=+x?vlO;_y
z<ytA$Ior_>r@KO8?YRTBq315@Rw~J=Uy@MAki#xjsx%!ts+4Y6A@3+HhrI0)msGwU
zIYO38L4iz_;)SZpVXly?Qmm%IUy2yl#6((0Y^{xdX+=q;MXg+Gt+2J|RQpnC4R?iH
zlVXia9+uQ}p%u}V_WT_3*hv#MdD$s?t1!kpLgu){7KiFx)77CXogsg?)Wl`GOAK+f
zvU3!{IT~(9@zN<?svHe>glu(DTa=4kV!b-@kTc|gOFVVT3skf?G7Sw6bg$70+2c@?
zq?Ha1m`W+lb+zZ26|&bMW;o<3hq!|3PD57_bZ^rN>E{r4EJ-K)Y1rdirSn3!x+P>s
zmFhFH%|d8SO&8E~-Q5pf`6?6lhV-FHkR|Us#awFu73N)sjCP6hPI=5l-CJ&Ui776g
z=lO?|e<fK%G-2IBeEc5!_?0d?o_Lf)QvJm^<aL)=<y3z^aN2e0DwnYJ%uua|W>bBw
z5;hKIEgHxumM0F?7UnwXhFI8tI;c<;O7P2&IG5-{D+W}UDuD40HDi74kOQRHZ_i%)
zyW|KddP@$V(5K|oG$fu*$#gT$o~Y3j(jk}G4R(war=05V(Jnbf&4u`&U_NM`Qynx~
z4XtX5xCP<)XC}$gvZeTuELE9bi{aKl$NSpI%m>rJKnK&vu+j>lSMaHYtAT+tn6XuB
z>O9*VX}7q<ZHN5TC9XPiQDc6NVLJ!sl=>p&bUn?TDGDiO(@Dc6HaR7gz@IL<0Z(ZM
zeJSaphZ0(=E`9i7$Y0F}3&@J1A;;%aKsKb}xBY2IY9@Lh?#~8VG@<T~_K|a_)zYp|
z8WBdThC9e5=g{QZC8?C?{$y`S*GT0#$B${o;t)%5q#s4OkXHXxeW>yn?v$&XVxQ8W
zk3Qx8I?<M{DQEbI!!%{~5%*}y?4!EtCLdJ@^w@y&oMT~9x`EtqTv8F0MD|K5wj?P^
zWUbE#?)IhY%BwzVke!!Qb<@#FMYKb{^`T*n4j<th;k=zxoOCxlom6Z~B6lVgZ<9n2
zd7%%dg7{Q4<EZM_rYB^mgFHz>cfQloZ`ISHk%}of{fr2mw0%UZojE#N`-o}IH1v`)
zbzlnAIhH~hA;($+l8V)C8Sf+RxVzKegM2WY1b!q3S>iJpDQLC8E&y78l5>4UCpp$v
zOjT*^vgB4@8v5u@%KlkjnjlcJhaK{<uUM)|jV1=e{KR9LRMM58OV0PBF^fXD=#t0%
z!~hv8)O7HTpPCQe@uMqMIm2IUcFW=Z;)c8Hb$=0?L@xIiLw)93^x;TSdE8(8nN)7~
z7aM$c(lmxDr9=hU*G<>okEOc(Pa`(1;kniI%XBx*2=-GRk2>W!I>9^B(R1uBxzA0F
z^EKB(Krz`<)R5nbQOIDBCpS%jtvG9%Q(b1+351j+`>7n`5G`bHb!|fr44tD3M7nUX
zYS<ouMP-ylr^jyvoyY!PE~q)GpvJi07t|5Epth)jqO-AhP7g@9>82kQ6iwT2x#>db
zITuvWCzR<q*00taC!Y$a;M3dXl9tvphp8f=*~Bw-QsthTrJ;;<&?5yW9D+{xTkN%w
zg$}XLl4BiW7)rLE)i5tz1X^;YuUMtp5RDESed$>eY9Tuu@(*7zOL?wy%KN@le{wRd
zZO|3IA5GcF;}~5(`H5F9YD2$EwXASa%ER`OM=yV|!Yv>8i8Jm#)^2}sCy5;GFD6kV
zq7N66%2od25j`{DFV^@{OlU+jyREM#w{}xFVyPJ}bx)e%_IJFbLZHEe=DEMAvbjWS
z95m&XC;8Z*FDdt{sB9996d~0p?yn`C-@3^sYCI#CtCpPM5R<XaV@}JfXQ%vsmX>DP
z-!HSyyTvhwq$vk2e(jXvtwa7P#Y|_e{ciE6Q^wPPPmip))#-nLTO4%B1#S^fvu>Kb
zs|#7Gn;OOBGbc^xV`wRjR!Ci{kVnx494*t*>XChIPxEBDo?qgSH)#yEPdzlDr?HtP
zQirALx3p$5)J3b$O79;g=rX|sy`VjBR_B;6D2BFjiIe8$a*vbRmb^lLJ0#63;v90U
zOU!qw^EJt)DoC!i9JF*Z%F1wvZdIWBq)_92HaXG~jU2!5>6yIM5efhOeVs1h-Vgn4
zFRn#~4t3DeLDbO=y@a2Avdes;JQrr7zpKbvqB(Ion!e02RVJ#~uW3eY%~GLL`O=_D
zd3(P<oaj$-qh;B1*ceML_-nt)jWfFy97dD&VOH_sPV1ps7#yV9{2^zhR}QUYNBY4i
z{x8R%N+{4n;q}b0g6`p>wo<9}(u%5M(<=8;hggUv{vmHwW~zO(`S_k?-BJRBXnpsu
zGI6H2lIJA)scdJpBHQ2c{Q|}CzP5Ck^|Fe`I_SJl58z!_r?@H3N`E9Sv%ku>w^cmO
zVZ|t4YV7pFm9x_6guWD4>h8p;<6m}I=akD-r#z@#C~e=0atqzEQ6Y2PYyTLBbyfM(
zq=rU2u6$K5|8YO*d5S%y8xmF{Zimp!N<vMCSgRZsE#}eldk){3?=`vgCpZqr<RC}7
z5Ls<m_Pm;AptE#=zHeXuHUDUb|Eqrgz3hF8Q%`9@p}ljaw)}I*FRXg>p@*!jTQ!yG
zfA>-4SfPTw6#9o{QP!xMX(sbNf25&%<o|X(N;_pRCD=;#vn*OP6>15!iw^&<(c-`R
zC5rKVyi_g$W#tc+T9{d5`L=rBcK(U~mw2e}Bx^4FTeL<>ic>A$t_frHsVf`N%uUtD
z{}w+#nsU-ak#0QM{oy}q+SeHgmk|CcgG9&C0zl%J-}}9@{39r#Ph=gc4%Gwy-Tp0s
ze@o!s68N_S{w;xjOW@xU__qZ9ErEYa;NKGXw*>wzfqzTj|FsfWUf5%YlqHVs%R02C
zL)%Dj`vd)lrPIIJjQ;GQ_vbY}SH))-5tYYd9}vKYiO7-_?Z49F^SWWp?Z4<L279Ab
zeS4#~BJJ%c_N(`3)#k%SJbnAFqxy5A!=sGQOA*_W@n^S9>Gy`6{Mi?uzegZ`_^i{j
z-^~S6h8~Bpx7ZOJAKhWFx8)F0@8ha12^&H84D9V_W{+((&xOxA?gi{7lEUir-@fDg
zR1M+d-{G?heh=`uR3_dJ{D0hBLHU~r%|pGef!zap3N{8d9@d?g<4yyc12zJ-GHe6b
zmayGn`@@chod>%Hb`R_+*cjM&Sa&|851Ruv0=6=21K5_Z-C_H~j)$EGy9Ra->?zn7
z*mziXexwhZ12zJ-GHe6bmayGn`@@chod>%Hb`R_+*cjM&Sa&$mhs^;S0b3ci0c=ay
z?y&t~$HUHpT?4xZ_7rRkY&@*H0Mdue0UH5Z8MXmzOW5wP{b9$$&VyY8y9f3ZYz%BX
zth*r6hs^;S0b3ci0c=ay?y&t~$HUHpT?4xZ_7rRkY&@*H5YmUu0UH5Z8MXmzOW5wP
z{b9$$&VyY8D~zp5#fqgubJcI!twUtD(4yfb!wcsx*v<Y_=;uO(!wVM8%~T|GEKs9O
zhbCP*(w>O$BKZrke=+4rpXs^#uHUzhY|@l$WEZxr^<Ql|M7HSCNrZRk7}+Ace1&TH
zBb&6sr&b-hg*WZird{*=ZJLX4^{I7}uB}CQ^Y1&59^1$+yr+AME?wJn?2zcgH?*%y
zi*`-a0r;y^yGRk<rb8S0Ke9y+`oAT8pnV;iH;HT_!dtZdre&8V?OS})x;Y)IKaps&
zX5X~v(X2(M$Zsh8b}d-rn<iblH2I!2^xtip(Sej+llE<z(QzFq3HmSGPM6bY+O?|)
zZ`QGW`xYG{jiUb_eN^W^bxzginGy~UeWKr!1kmR{8`6LJ{Hs4_r9ad;M;~9$;h|6T
zy&C|b_NTx8)8`dU3eg`4kB@YC>|K#KKAZjNum8;BKc-#rbdJ*L>+|wNfF(FopQnBP
zlCuB$l>S%eWPQ9oZ&$^MxQ9O<pw8<m@A`Os{%k-@x$5KfJYZWgg0$)LK7aaq`F%}0
z)Hzolug|lk=(e)jd{N*!e(k62x8$SF;rg>ak5{D!wbXXS{-3@dnye~29Y3)60bC!i
z=MA~&DGs$QVDo;SqmS45?@RlYu0CGRLyqEjJ#SI*tD-cIA5KhVQO}$7ye%pZLD~Y@
zy#HUNm2ewG9}*rvGLOgJJrc(k)Dt2c6lB=3^f}@2+c2(eQw@{0RY~-Wj6dt+`4j#A
z5&e<ycs<XIEXl_u)sC=c{LwgGmtPd-sZlt7R@uY?p2Q#R`cdiY<FkEN(e}vp9jBiP
z<)9BU(_ce75*}Y-CLdp7CLdpKr9P6au0Kt;(H{wqA6oZgd)LsqoKnyKlKye>R&~s&
z(W5??_pKYo$Ln@xi_(8)`j?2QuBMOI^Y)`S-t;#=$I-DWetrBIq<`jr@%a06tZKXZ
zcs*~ug5!0?==QDC*X`)Jk^U9T`>%}P{A+)5vp4-&+c!iL#;>m%VsZQe9oRn{@1}zj
z9zSwSbK7&|7*1cuiNpU^{{D2ZibW?AjpL(nd_mnXArPvCV3Q;Lf(F;e*EP6`Rc+eR
z!-ntEws+va$4Ea|JAxY@Z5<;-+w<sD&VTGCK2Qy(YOK}euG^*R-#YK?$^WlY&$!Tb
z`efo16MtggfBN4^(Uov`{<hmmjY^+q6Yg|UB>McBn7iIzuO{a5{dH<$?iTtymY63I
z`uvob`v`sBNz9W9eLhLdeT6<xB<6nauiF!If1$_q#5_Rg@j5XNe1E;4m?sl@d`--Q
zgdR5&^W;L0hlzO#p~tzzJmvfGD=|+c^thCmrxtp=NzBs-J&q*iX@wpi67zII_xr>=
zz0mzRF%K5HpC;ydHRLa<+N(nZh&#r7U-dhec=+xwPyS2I7cKGkeB~ytbb<<d*b)Di
z1FvQ9+TiB;P%Gk=2o}r7@i?XXQ+J#Hy_}~(XSt!j(Dwg(eeEUwp?n>+{ga7-I6v!j
zZ`(XrtTN(x3ICyne=<7IqBGVogJ&eJ%IC%{4;?9lKJC|lf4=G!ZO)?-eNR37^?I6K
zM^evKD*b}+*W=YX;{PdM9{7`+z3KSN8(ha<!Qi_PPf_~9C$-VLulA;1%2oL)^u}X<
z&dOL=H0UZ`4}2nc2>2avOv8kSxT^QPC}&*`b>KhbE$f$uj=FwO`gMbtoB*eXxb5<Z
zYRl!>68t*2_?CG`@CYaCjQO5*=nZUp>r7mgb0~Cj!M`{BKOf2dsy(TVUTL@E$vlcV
zy?<+Oe}L~E&AcgNds409&pC#9FnDfCU-9zbnZQ3GuHuP8{Mo>JgKq=R3BDZs0XRKQ
zZExqmL)%rfKSzKkrPG<xZwy`>yaaI-Pq*3?Y{Jpf_m6|G0dEffNbq2+|5gI0=Z<Zi
zZ@_iE&<j*{y3t6N-aoasXW&=B^MYrmiI$3|(N&Iwb3y$H{K#YGAH%-|c*-Zt+kuZD
zZr5*nRwxX<4ZJaU5%7oL(copkv(fd3il^dR*8dg!BjQT`3jB3{?+pJ3@Xti~RNHv?
zhj!q2wEs2m#^Bl5U1Xq+uk^Qp>vCuh9@>$Ko}MoOj{>g>9Vbn2>^Q*-fL9@|@>QTJ
z*ZY0yKWfwC*lyHgF~*`dbbQcXsF~T@Sn#Ug6o$R&aj%x)zY^){`v>N@*U-@Ur}NZl
zJKf}BAg))CEWKNz^85Gm*F&5C{XCn*R~?!1Z|C=P;QD$->*pnIiNBxUixLl`@*Lfg
z%d-X!=tDe<s>e=TU%9~PB^;50{G)DjyXp(RlX$53`+5H`^tUZ!eRY0STS`Apch5!U
z`xuLI#FhTMiL74*+zbDYzi0o?z<YvsdCojLcnow(OlO@&;IH8yT!Qme3OqF}5~y;R
zw}f^2f!8Ch;;B`Pbt+lBqbK}ljb;Dl@P7&ailsa@`4kHY83I@*;uh<SgMT67D&50~
zU*9Jh3ICQm*k6ysbKsvYBgdZ#I=8{|tmSx`fET0mm43t+=Cu+3Wbj5Um}~uQ;LqDJ
zF9Ds}$yn#!HRgIe91flb^`dpQ5Kn<)6Pk-Q4-k1qaK3bX6$)bg#`!s4kvM1`aaI0v
zhO<BaFT{EH@A#VIQT<JA!Ssj9@00e-wSHCb<;R)pajXY;^UcgrU1A6L4(JqOdGQL|
z%x_-GtV(xDJ=SRo|9aq`?qROWWTW<f=&?O(!2c0(?E_?+OetCa+;-NX7mMw!5qOPt
z%&A!HZ4vnNR9v3A94b?TQE?6(%>G}&e>`|8)O%j=OW-&2u#O&|!)O5fP@FZ1EB&|b
z#O-q=`0P!bZawHf`v;wdG%-**Keb_hJ^pk6fBDE`E9i1tMqIU%Ywfs&^npHogRZS}
zH511Z1s*~-FqQwATI}Bhyt>WtA%ST|T*Y%Ym~}qEzNO%;dT^Y&{i}EWve3LyU+?Jn
zvk+H0*L_$=x2vCsf2cgi!asLz_SgD%ZT|q_JC@_mfp}arfT(;$WlUVZWr(YE(|yG}
zH~c$;FG|Y#G+f);a`4s`^CIAn!96%%)B&$efhqlP`l42~g@H$c@9N7uKll>xM^4s{
z1iu5mpb`6b1kX*Eh)RESQ|5e>5G}x;KlIq1RNeNr1KgLs<W+5@EZc~8;3*a{Uj|;4
zE+AF8jZMpZB)f|a#8tXcO_=NW=Yx0g<w&TT*xOz3J0sYivSV*KGqHZv^32O4-5$i1
z{*uv&{a=F5yUkqp->+#wNX5D5B-gtxpKio$oo^EBEQJ5i{LIrK-KX%+*F3R*y3DL^
zj<+?5EB#=cAN4pn6ny0h*3swjKfqh=WKPY--cp3Jeu@qp{~7RV#FhTCFfLE6KbE+f
zhj=<O*ZpWc{P&|DY5jQcIomkhCW5!BSy;bK0PE;_90lGO<xm3t2f#aaW1TYK>B3lN
zW-sR2e-U`T*@=0ktn7aq<MU_G83=BUWBb5IPi386@PDOwk%~6y3jQ-qyj6S1H>|u(
z#)8ixuF7-y1J=oD@s7LjuhW+O=_}*xtq3)+4~;+7Z5|-nrDp#+biJXruHeI`FsIX^
zy^SHR(!CVtu|Mnf|2uev7tE=+?9ELBm+~KNw0|#n!K|F$P4IsMzWYSta_*3mbq<HJ
ze-QHJOASWp*LcPLx?ObxF9Uxa=WOC1Du+$*KZ|ivpLZUE_wUa7x*S4jfK}->{hhfU
zZ~KBz7aXVVFT07WdVD#R%TtfHXTZA;VXn{1@1PTc^EC}S_SQ5Hr`xwU>r-*r+d%L$
zr#K#+-^Jk3IoMz4>oWK{%v*e+Q-T6eamF_1cnUaqM;n{NDS_!lT$RJQ2OgWY!oFqT
zfzce#P1M&r@b;Lu=<{RKe5}(P*9$tobHIz^{7%(jZ;!!$_Od=@$KFDy<Ewb0i*bH+
zeKiI*%X26A610;r=;R6Ka_EHhGzWMo@Ti)cZZYiWOkAZ~^mFDk{My?H@aZ^z1%e+1
zkC?>%wZQ8aU>#}nmm|bgy@X@^hnk1I-G_f*A<l0P@OA~2|KGRX#8sRd9&@_XZSCzA
zctOl_w0=RVAm#sH2m5PY9eiC%PWNNz%m5Ed&%7b{b>b@iwej4ps5{%+8~9&2%KF#9
zHy8eJ{I7_scqTq)|6=g}i8_?c(N9Z*F9P3_jpN~?=y!F%k3MCh>nmkZ)`>uVhe78%
z@aJ(Jn|umB1bm2#^>zI&0KZV5^>shp2i~?J^DfYN4jyD&XO*Q4s(dX;!}_V<-wV7l
z{~DFh=c$Yl>|bv>>+5)05m)73Zzh+&E}x&^@BfDVmqI^Tan^BTp0gjEeo?`WXF9H%
z^tdq-yz)HO(c@2c3QVPI-cQL#T;*#z@}=W!0`A86sdf4iSM!ABkz5XX9ylHPKkVat
z9mF`Z5;|?a<9PJA@eurRSLXV>U#}#`GZoiCpCG@#fOkPV*YPX>zZAmp{0jfjQk>th
z80V>4?X3uLmEWJ^J@#i^Zq4CuUN6({LfGXtxB|!d1<Qz6&<R|_JOlFEoGMi5TQ8VX
zwc6WR@YR_)PRhQ$4WNuG|G=y4ug7irbqJe3ughGwx68y;J>J1}J(o5;V*>xU2-cqr
z{p@8~=Y}71UB5lSWB*`%`e<+4z|HIWd*H88{$cRXS&n|Qp4!8MMy&4xUY@wh*PipN
zzYjbLeC#;peZk|w&$MEm8ob0uoZp{u{YAs0z10Kv=HwF4=f~c}Rk}T*Sm!JF9|0eV
z_;tM}^|1eI%u7SzpACE$eK(QX=x}>$<zfHR4_RN&Gj|hL_0rVEyd%4dOYlGSjQ*f4
z$o^l5Ocb{AADoBdFX`YNUxNE$9@qr_>h^^4Z+@Kpvw}~ekE%aD=*Dqo0AEL3l|!m&
z98WO#Yv|NM`<V(}h}@L_Jd}ej=g+|Jq+oqLZy5$&59@n+Tvfx4(z$nx{-A9K^efTf
zD*iQPnb!vI4!&(D=j&VWDa4gdIK~ZX-uCtwd=<udU60x5#Hai_g_8qqy1%pp?|FdJ
z<-J181YbRbx$ch<l{n5Il#edAI^f=l>>qBYB1AXhD&2JBnWqCk4}KTxV41;vE3^N&
z;q0&b<452>W8SOzaN-}DKg_jx0DV(Bmz$ms?19ciWBfk}o)PD}PZ7^;@X2VOI=?|x
zI8H|cj<Y)abA#`?z&r<dBk%~Um(pp--sTejQ2cw~Z_YD)s&acisu~7ux;(>(+w~jC
z>1Mb0((jkS|AFEEIdQwa&EoQz4*wp|>6w@Hb$i|iUgJyF*X>_a<8)m(kL&(kg7}B>
z^&N55AEVJ9b$_1(ozZB|br8=B;%fX9UvWG>;OVHqRepz}J%oVQ05{i5>35uL|LM5?
zYH#rY>icGt&I+Tw6$8J6>k-}Fx)N9AHWcNS8|e-NZ`q#9Q}?4I(D@ntNb6*$f>k<4
zzh-|I;;BnqmCv>=tdI-(9f+$qR~h5UAov$V{p#|Z3H=+>Sic^0)<eg<9=QR&azEFv
zo=<kFsqUxzef#Af_!#0Js`q8YRXsj8&Vz@Et9%7_K)Xdb1XBn6kWPM^(>mC9oG;z)
zY7$pE=Jog%@adQ*q(@fHgEv~o>5c%;Lk(EzxUr6;`+I%xwaeN6eK~`#ad3S_LMI;l
zd}`)&`CxBVYq9=G%>P5dBf(v0Cpz7=;H9Cj$Kh6Vf>3c*p26|-g3eOns$IS9&gG-|
zVepW*9@|s5+Z)h{#r=*#(5XosQ0d2D+|&L8z!$gWbm?$=TMcfmgFOPj>Cfe$<L_RV
z^?$~7fzIy)@Kc4^U!SK=6HkG(5}MmKr{_j6|IC7&Zffu<{zaJAY5g+9Kcw>o{C8lT
zLHnErH`mju*XMp3WQ=295!c5ijI#@I6;D%)le#<?|AYT#`0v3wYCDKMwEY7_cjJCR
ziUzFT{DsH%41|9@@avbjzVvxv5b+PiIfuCFr&o-Ax*0mDrm&7K&&%LV2QWX2bPIjX
z<>SG)lo7l(aa9hJC$K*aJNC8>{<Tn^nZU0SSM7OJRgX;;BLj|xtdlAix06u#mjyq(
zi}k;>c*j=o$ZO1X`8))lh3i>eFRAE4M#b3$<*CmvrNKKr^w`4rk#2MFAe_In|7!4S
zdpX_lh$owu^~=0u9X)?;3EqD@`&09_w@KhVXE84bzMi-`UqqqY(tw|Uzo%&8@^OF3
z<@w-7dE2uT{KLSv;kg<;u9hUO%3-Q;ebgPiO1#HbC=Q*K;5)DmmK^*s_+YGurw7m7
zh~qhYk>e=|UX8d)_vF`{-(c|G;4N_7T>`u)UC1c^owwMZhF^OdK|BRLVXdD_2NvVt
zzyF2DM!LTCfFJ#Zb#y!rz!%+398bEhIsSSDIQ~9JpgM6Cj|c7WNAPRl8FF*I=ysU(
z8>RF2tt@e+^QbSUtJ_;w@W*eN>v4M}`0&n&<GlV4`fuUiWi$J8RP=4wjX7O&eQytV
zs(AJ<hLA&>u)jHfivkZs{B*jvw~gQtJy}PWgHKb|@wv?07ykK)t8u`m9CO_-zJ`CE
zF3fem7z_WZHMm~lp>q_xcM9eM!Jk2=8qUjQz>75Fc!puUMaMZ1{4&-jb@|5=S8+~U
z&-%LErfL4+`Ylad)vp8h8H*y_PT-ADZmqx<gTKZ)iEg(KZ2bUn<!0h^leb{~u^8WU
z{FRBTI5QSx|4h(t3I9mUH+V07%{u&h3}&L!T?B5fBW;FG^cP$&x*V>6?^w-TkN<^Q
za-6mPWd1SY`3by)u`aP1`~sdE(e>p=1*OWf@o%i7=O=Z+J7K+o_X;rye9lNFG+np1
zE#Q+eK7@fMY0df{qutW5W^cK{&HI=&z-!_DU}pGF1W)x7r+XIsCU~&1&Y!;x*H<{^
z^F`qAA+GY<6Xy}#U%G(z?a%tU-gkgc!uo)&mov6LL=%|1@Hgj&4cc<LqoJ?M;YV;^
ztS{;M-3LDL9mk{Nw7%thMH%O#%*0i`#^FA!j`JJv+oM=V^QF*<!~NWY$io%*r$Kwp
z4xYCi>)*qCJH3N<3?#1l#XUUt<$?bq_<wSm)79sl!tGgS9@dd^!@mvj4~^#|Y#tyA
zPT+nN2LHv-F~{K-+TWMc-2neo9XQ>f=N_9Bws=Q9@cwhzUzg8Z@Zo4zy8rrjWF5aC
z9{Kx2zZ>|rZ&@b~_#*HaJP)Jwvvy(~PshaRmLvY5a;WnUyoJ_j$vSnA?oQi3K=j3U
zbq4$y{Fl~e|8VehojD#~+#hcY-jMi*;`t8#+mJ8aPIiHxnaBFIq4Unx2@rADxgN)X
z2Y2Cg(_#Hqr}Yc?CX6S6@IL^)?SaQ8x;))oS;u@Xr84+njH{`k(+b@G1jniMr)hs<
z-gN>zUmW}E{+K$F(~XYfcv3;X0C;zdw_)I4f`@lw9WD(aek88?QI{AdHQ~Pk{$Cg2
z_NMcju^Xpr&L4V$hYV)@8qhfeelOl*6Ri^qULErjU5_uo7hqn*snZXtbmw%<c3TO2
z_^+I90i-(&eDW#gWx-E?o7d@mzGMAWxc{3P{u7AnwgF_DlklIIlOwE)oe@1)X9}KE
zDx`J5yMyceJ_PsR{-aK-)Ay`X0@v@loooazhxI+p{eEEo{&>D94Cz(@@6v$FfrfW`
zYYJZG4s$(!o&|2MudWC0j&WY6YyHUSn&-75#8tc6hIXavu_d^>BBvXUczW3!9}<{f
z|AEItXa8(&x4OOpdU8C?lW~eV&d$VDJY_m~Z1wTf4%9Xl{w*=z(EaNO_(9B1^mAVs
zeq#MC&p3Wvk4=ax{YHg2o`WneM#6u`SL`1Qz6ZQ!K8~{k_#5yIZxZ|W{F&1oi1itL
zUN}NrrQ7-ir+ePTLJ#3zY$NNGfd2Ad*uPY5_V18{cU&N@&g1d8Zqnz+^ij;s`|=%#
zt8|0TvJPFI*xOi}<3j>-lep3k#`CVapE`Q6&IZgYB5+J5;>te<&f~hAKLOv1b#Gn2
zKS0Ng=gg^_*xLm7x5smsQQ(Kc`{OwW-TqVb=5&KlZtv3tFN5oPo$gTZSH-v<TR{H-
zaov}JY?HhX>(|Ef168rJDEJ#Z|I-kB81WD3%!mI`%x84Fx(j|A<5Di@6za?6{5)L+
zn^1SQx4Ojba(={I>-2(u!H=0&hyQHi_I<jp6>X9Ze6Q_~4++dQ=pV&>|BTp|wI8RO
zw=V1JJmw{?+SSsE%&D5}ttR-ElI88s4K3!~p|b$v-tUaX18{TP^P`EA%J1-ttgrjU
z0`Q_!nHPo5IpQjwQ=2*6`cB^AJAid6Vtqi5^R>WxVtjsIp5TXnVEvWQzXERFrw$zW
z;d(DlT*bfWuE$oO>8`!C2H%mI>m@z-6mauC<3aF)xZc#~{g=d5epli8U5^9V2XVT2
zaQ+H|ek1TR5u9#v@G;=8UwUk!$Ey|KDKI`~hkv`lobD_<w-$o>9bt1gB{0W{t8!R{
zd5$mkJ%mnkJpZrDKgAH%uV>5y^AT4%`|;dGD(HL<{~Ou3zNVnwSHXWW=3}40|01~g
z{9)8kPS;1W4h`@2wt%=wH`<v0XB)=-s}`P1Nelmvh%5i4=%+f}Z^2jL{+ce&Y2a~K
zpQq`Zy`>z^@#M(E@zm7%#Ff7J{LeXX_XPGI3;zlu*ni3A%ys=X1JAaLxgICaf%mxQ
zu@$O7Cuk(cQ{hkUUpl{ezzh1a&Ib5bBCg_0+cmNN2=JeA{jSUBJal|6v3_ajJhwSM
zBrvH*vA+3!Q*-c>xc{Qt$!>5T+?S+cw>Rf#)~Sy5G2IR`frkcgf6?u>K6v0GkA1xM
zpA5bd^AOFqgPZS3xyNw2<~mF{@Hkv2YMr6rjj?{)l*1SMiK}tm(}m;A1%3to9?X|?
zdwWY<jT`l_?vxGw4XDAW`Z|c~)=J=4iKoEdiOe|G>4bU3B#Z-DY)<z$^LrAxSJwVm
z2PlTUEr_dhA7Fh$=XWk~m9J3ruPpH25C5Jkxm^_jPd%P>%yp#V;88o-U+ecHuF7Gx
zdf<e%WQczkxVbKL8aktKoz)fTdM9wY1@Ih^);|LtYxFxYk^R%+K7y{VGQ?FpT^@4#
z?}K=nfe*v;lX;NtPvGYHcLwoL_#`wNiK}uh`pjeF!r19EiTM^>FVq09KwQPs6zgL}
z!Rv$jALKY2gZ~Vjd1tvi^>e=m;r|2XCpqAM&*u1$z!aIx@#I0j)8*NixZQ4z=NP-g
zKMlsKrqKEo{Gf3iS7i$8R6fA*?}7i9;9b&l{M%6e6N#&G3&s5rJq{cPH=pnFpUVE`
zbDpKaebImOBi)X~RldIdnd2$$;2kr;PsTCV^|c9n%Twk@pmPfP8F8NVfWL$PLA;;X
z4m`~?j?<inR3on9iQ2*XsVzRBG5pQ>*c<SoC%D{nf6OzTb><-cf=IU#aaEq?^M`$i
ztNWz-`!rne9}S(t7_Y*>S3;*8uCvmEKLTHe`Kq4hq?p0+l-kJo>WF;h1MiRX{z4?|
zC9cMwPPh*k1pP?jD*mQVIKR1dJm4GRJvPz(<tg-|Q?vg(q?<dMb%tWSRO_?{H`ndg
zgPZTCd@_@D`r`U44*FAwe`ws^@DKbLbj;^?>(AnHs}ok<&X<0!CW^Q!haSed(?jrF
z*EzqP?W5@X-)6JF_crq|@bAIR=c|W-=fM2oTlnt<zwwN98iCiG!}{htvmJ5Oo-bki
zJZJF%1L0r!vBw6VL+3vH;~#N;&w?kL%Q_1hG9TmM9VLmYa`+wB7j@x39elVk{%-|0
z*V)c#{czS_0-YrDSbrtX<GM}@5m))z+n)Wa!M`s2Yc=EY(c|Y2;O2X>i=cDxt;bd<
zWwFo}_;<j0Diib{fnQ2q(I$F4Ogo?BtcCk-I^CM!!_IR&C7|;Td@jl@4E)mttP^*E
z{p*1*Aa0LKxtQyIbPfI~jO+c93t7jF>#Q2k846x%J?rTF9t1Cp^=dsYy#j9DKb4DA
zJb&NP5?Ae^++B~oQ;)ah!29BP(O+@sV(^x@f0P}(&|=p4!FZp&2Dmw28cJN1&%NTD
zugoqMItc&0Gnngnes*eLDo*qL-!|a)p0dA=X9ajL#(6#79s@Vu!}X&KD*bH6^>txz
z^ZlUS;InW)D?iHN0Qe4L9-eI}>pwBxhw^}T!t)ir(CJ59l~0#HxWDNBKE>v6N??{j
z$Nb)ad*FNV+*(;2Q)U^*v)@>k{sw$OdoE91Zj->b;`!1t(1`)>7@xSlf|s-Yp3%&8
z|C$9JgX`Q#=vXU0JP*u3T-8f+%vZmF|5wCS`FxG%Rhoi-2Y>VZpe@9MKJdK|2jHIz
z?~``a@vP)@*Yx1{b-I;^t8@kC8!dG_@ZW;@ObGZA_&3FPl^gsZ{0riKgf5>~@J~~k
z>piuT56Jl&#}hx3<H-n}pTU=4Jkj-X5WFYOUwPo4ZWYIGu4fhlk3f4X4gc!IRryyp
z?wfoM-U0LH_v0k^M3h4ybgHc8bob-A%^cvZY>p2JOdsMZUGw?#bZeOJZq4PO^=p8i
zGOo)egSQ>b{$WTX4m>0kpBHrbgs)}&=Zh2jcLFc|f_Wk690ecw!ebNNe;w;Mzvgq8
zVZ>FwKF0W<$E%It=bNy8F6jHMXPpLFxjme8@Q(7tmCi+sS6Zh#{696`2N?_hQy5ou
zeP!IhI%zQfOpSC4f~Ugzk8aOV#ML}A=sPaA6!0HUT=ff2BaU+<;yePKD2&g%m%h_@
zBkM#N-|O-jaix>TShs0QT;=!PV~?F;C8WE|_Q!_=CI&j^7IKP~#XB9FSZ6{3j=w67
zDM?(VJJpZNf1sOpw1K~Qy?hhgd~YIbGwTb~V-)ni1UK&ojR&ue{;S*7Dsc1t{d?f`
zR&boU-m`7tbj|mJS`xR%tLj`1Z4u7^@HvwCSIF;d==4Yb3WI+f_$j>qsM~qnt(@+D
zW8U~9_~hvvXD{gN0$+#g5js8DTfS|qW3E5cBd+2fzmwza;b8xE;QKLN>Fc%8&`E~&
zjBJSw;63JYJbK*l-_Ge~9K$@A<wbk&JZZR{gn-W=uHrG*fw#dwWC-gthQD(M>yO9t
zMLOM5;H9pxe_#0j3~s)Ew+y^ac8*8uJR`2+@#6l=H0Y$=$?2X%es#WD5?B3qB%aGn
zr_+UhcHHl%0lpP{V7$jBg~1)WSl@j9sv&sjJ<eB{gAbSvzABD&^m%X%aTR~Wk@B|V
zDfnN4e~-7UqvQW-H>YdPla~|MV-Z5M%|ZA#$WYP#oC-VB>|vc97?*T;wji$J$ybi!
zS?<FJ^o4(NTu12fGvDv*A3u-%^|<{paW!6<>*O2YKM?P!>FeK9;8U@lyba~>oVcnl
z5AKU;{d9Xd-Np|%-Q>tuN$`B1GOq?5FZl84%!|OkJ#iIhttnj2IlxDP_qob^H27ig
ziCviM@yfA}bzY-<c&`wJz?);ex+HX(gKxw7b|vts;O6@Rq5C<%C7c|8I|m<7jkt=x
z=W0$->r4Uv0nhDZg8nt|m7Ul>47|VrRnGMNiunHChTu(zEB(G3*uO0JO5&=W+$qlS
z47Pa375Mw$y>i`dBM!2T=M?J{h0agl=6%~}@WFU)T({4FL#%Tc^KGr)0{rD8){lh#
z@5EL6d4P3k-Tp7bzYDH6wSMlytp66z4>W~NL-1<Gy72|#AL@6n{(%P_VSR!5q#n16
zfrs|v_ydt{AMmk%GM@y#2Yfu{KUKi55Lfl$p277})4@BQ*&I#@O!A`~&#F<ZpBwu=
z1+N;&<A#oBF?by2le+w0gD=7TKHc6L9Ao`xJTI#2WhuCMzIaGn#lP-3$6pHZ_#J1R
zjF`V=1aA)B|E0$!zTnZ|=JS?k!2RnbF6Rft)q19n@t$4K3Fc?;K8OqYxrnPc>x6Ke
zdY!E<an)aX;krqe&k1nz{_OCR?B5vg3p9oPVelT!636NMgZ(?;y^l}epBFqh57$>N
z@Gjs@aNU{=d@Q)w!utAsz+1#szV=S#eChG+HMm<a|HxvYkW(B_q57<&(=7tNqbqZ*
z(*k_cTIOFNp5MUTSiedR{s(v}Jl7El{usP5#y4HgKb_`yzADD$pwrz-T;*$37mi<l
ze_$N^y{|YPK8k+7;tc!yreyzj$Zr?o_W2@~{q;OyE&SV#WB+i(c^dvbu+CNxJo#DH
z+45`Ra%iME)|YrM{oWM#@dZqDe>@Lf2G=RtKifHu-+Yhz3-F$kIZlCm{Qz!$@69mc
zD!(ak{wj|6H-o=D!71wVcs%$C%%5w+-~T+1!;LZT3IfkZT<Pz?`6U?K3vPZN(NgeT
zn>pRm@V`l1)o-d;&Q}WXq!(B}5AFx$2d@Xd;S1K$_0^2HJ{GRF`40Z(dyWTf{{SJ@
za=H^7eAG?&FZz-78$m4fMUKaOZ@oQuM4ZR=%m@GB+8_DVv7G=vh3B<Oz<=H))_;lf
zZ&UE=;1hA)*X3OBGW&O#$Z_t3{{-;WNLRPFYvAVhq&2_7I!iEL%><q4;J)9ozHSdI
ziL3frxt_~S$8!Sy_i&!oI%%$cxL)cJSMA4qK6Wm6^VyuPZl70dod7Ws_a$E;&d2a?
zf$vMy{W|A0j`OfFzx{}~N;hsA>+ATxga25}Gs{7L8vM=gUpfG8K2JFKI_nokzt-oq
zz2N5e{^hvA{(%^Wvm)K{;O6`3--Da&@EExHUPC;%`Msk>{^WGKV&3~L(k&9hybGR3
z((}?4;N9_jtj^bc@N>PmJkvW^sM<}|X@GUDFzAm5H@|n{BzS6Lo|ZF~b<FQQC<flP
z8K<k;d2iyXeKsn`{Bxwc0X)#fT#p-vq4PP$8LgA@7V9jXP~KM90i7bmRr`5q%mX`u
zpTK-T>&%6Ye<16$h0ad!>8F|Jws^;F==4B&=7xX1I8N6e<8xl{4&dhZ-yQ-t-}|V4
zoAcGX5SK$cHw%p<uJRRg$72H>|4#4>SSLx3bYr2DZ#&0N(<FO)2mc|{Szqf^yTj=|
z_>TQ&BfsC-90w;b6NsyLZhXf&x?jf<Pwq(n{(C|7Ay42xZx8$H@wUlb*13oG&U8E@
zh-)9Mq3kl7|NTAvBhZ<=ll7b6psM#+e>BEVJ)Sfm{vrJ?@L$r6b+SQcl<glNO5i-$
z8vHkK^M1i0=-gb%I`!aR=)Riw28+<K&218da;{2Tm1kRH9jOO#)nDpi{*xLy6T!{*
z?w3O6<YSNRsq?!Rd;!|09{>FwaJt#vahze$FH2mdTLRB5v;(gL{|0#9N1q>Gft%lZ
z^U*`rH`jB<fzLDE_qjw|rR$G%jD|?}1^fr#drma>JYs$Geg7ul`Id6NMnLCR@E-e_
zmjo~UnA0_{@9Gd&^)epweBIwWf>%gc(N@sqwi-HhFfQr&$sO=rc{$zRQSSwwuzoD&
zOS-;#fFH+vBNyV_1z!3$*2xZ@_9^R_?`O3JKX9A<3&H;cc#j7jo9OG@JK(39vwsfw
z`^B@q7wa>D;I+Zc_l$;uH^conJ-<B*Za$Cdc!qL#!SVP)zZ`MZ9$t1WZ<G2cw|2zU
zI5QFJDsUIyL+4T!t{2@tKY7mj=KD3Hz|HSN*bV+O)<shx0r`S;a$vnh*H;ekc`dly
zbooSqo8Rj`3%nYxmkU6DGkEK%tfSjo*h@~gAnu>)dhbkJl}{-=hpgxAQ{iup&v(Il
zG-dr@q??;2Y^t4`_v0FZ@4CzWVep>|ZhrsC4si3m>^I;Y9w*i*|C-|;SdqDIZ_SCT
zc+BgU(ctFyQQriAiSO0X`6~N{b&fV;{Vx%JE8;2ecS7?s{LSZQrh)&2^|9JG=r?fl
zxg+OWPS^aNfimFc^8<~*zrp&0Za+)Gt7H8wKhkx*<8o^_iTg!1^o#7oRk?N8$obs|
z|IYBwmV)_@PTnyO{#9|mQnxDyUBD`x*OS;kE%fh#XCBR5mvd)}{YT@u*^)?iJ$OE2
zJt3LHvfFKg%pCtK2Om%g{0g4;7zCaA;L&(~as=WZU~@PnFguB>`13sT*i?@vZ^1hm
z_m#3b*}pN?Np$(wC$9QeuEHFr?vK6U-xB&ok@gYryDvFit>d7DETyv)_fPA>KPzz+
zXMNoN$_E|||1w{4y7bZB4#R&m#-(53UsAHp3aroQ^6v(|X&2X*Zu1wxdtm%20v)HD
zb@tayT)!d2^|5fZO*!~?pThpS{qzIB;$_aGu@KSVu6Bv_Z-bl9srF04@ifKyn=a2Y
z;O70cl0NJohU*~RJ{yA%dB*AL{9Xm$f$xE@hs>2t$~xxvB=i7}dg8G?wf<Ca^Lwoi
z6Ib;f(T?kJ3H0BBTbS4B_K?Y!(=GOd<J9e;3wYBwPPZI%dV`0@u)n@9wwt(0_joM(
ze-Hmy_!mSu==k&aak~33PtF7XFTi*1NF2{H;!5B5Jm;$n{EvbE@`Slw&%6!pD8M?C
z(4HgwIbCzStq-09<DQPQ4|oZzSL^n00DRzB*4O?40jz)TYv#HgRt7icvG>7!v$Cgd
z&mn=VGYRXZnUUY7;O=p(ulvY;@KVM&nU)@~SN**k?tkg{yMmkR9*e=JqJ8S~;}vl8
zdt-d)f<o0xmy=xnx?P13SLwPNa-69Ve{pd0dx6@5M_pup9p@78&=t(}xc3I!gZk3r
zZH45VuK7LNQ;4fL&F7-m!2c1RTl)lY$`q`V7UOD4@C@MQ@7)vyzk+q$%kXbOT%{Y8
ziQ_*HJ`w)rc`ai~#E*K{<<J`3Tvyov{yGV_A6*WvRIJk$_lxzo{XKEjW*Uck5DA-!
z@GqBwb+rEj@RmC{{`5F1e`?l$jd{Lqx5vQE_xl`a*#8Kw`-(%S5_rqTtlts5A8}P~
zmC@e^IC#f=_#Yg^{&nCVOI+Re*=u~?*DLs&&v*5r35IH)=I?ZDBW}0nrQDu<oSeWJ
z_-A{?>FVpFaQXoVrPCejqPiRgfmis7{i6`)R^qzP0@>yr{9j_er}Yb`XMOYg4I;tK
z?|Ik`9)$B?dnEEw>)?7;x08~=tX~7~Yv^(KN8+j+a>Q~u=$NO$zqRq6`$g~|oJVvy
z^v%Hf!!b`tj(B#0-^F}Sw{u5EuE$uT9y1VE<=pZqm!}?Y%YaAVzKrJGz(2=(3i>+q
zBzQ2|vz}iCWnz8vea~{>8L>X2<L?PxqXEaG$H{Tv7jPd$k5{*dtMZ&$ko{v&4q50$
zPJ5gjnK)k+z=vY}O6O}QaiwGa4%b=uo6qYO&ivu_*2CuXy<}K#DU5i=5Lfrvqm1|3
zRuZ@4+|F_8_7nFH`tRUxey?efP}VWm0cwC-crIP%_ebKo?IA?ljDUXy%+o@#^APwH
z<GyX(EL?8kxPH;~-Wj~hpWM!OL1#X3mERN?SHr-sfScdjQy`4vTyBi3m2FPzmeW{Y
z&-cD2uJoJZzWh??KZL*QCi`Ci&z6<_FSX?I*YUR@uG+(u+3c^+zXRYOZrs<{41aSS
z`y%+!tE{sX={|){#?73ru8X4CIG!xHF3|mJAb1SgZEffTX6HD~_ld%Zt8y@ZFQzs8
zBVsrnJ>Q!Ke{(%#3-}7-zRzp$OX$DfBA&1uobIcgiOX{w`0GgKq3}Nrz6j5~R|mfb
zKE)XStL0?<swn@@;QtG8^?Z&8zkeD8K8?7l#|w)%zfs^@p=18e#YL@eJl9bw7wcq8
z$MF|~PAlT7oXz{Z(cnwIVSnB4PC{qq0FGy)#X`ZkS-;aq?0*`(DRHH5-mh5=ZhnvP
zJ#h2+{9JihCj##&>v+BdpN{J|eSTRCZa!CY54`#h9A{0GLyo+xABpuety2fw{60ok
zKK3`C^KV96)z|SD4=X#^`~-jVcVVKzeb8U@Jn9c{^L^@U`8nNOk66DI%Zo<DRk}Z{
z;Ce}l`AIkU7sq|N{P4dF9)RmC-TqgHBVTX0d~(7+O9AHQ?}J<g_cxv+%~_EB&F8U~
zfyWu={TtwuuXDP6k#6BatdkDoo1Xu41kZYn{q=Y<8obmI=6YN@25!DL>Q|Wcdl>7P
zJ;3{7KBLd?>%q<Q$VWxE{LSCf{F1n8|K|4%{s3-XzfT7@pDVrzZuXbZqO5-s<)Hh;
z$KdAo6Se|3zt46(xcPqlL-0oU9vEE?1&VQg3y$UX7J~Y!4*q-?bKS0bfM3eU^)eIw
zlZmVHS&R0m&x6OnzsL1m3HT3-VE=plStk-a7CaBG%XGabFV6n!v7T8K{&m33-!Gd(
zT=gR}&OPuKZ8=>XPtFpoZ+@>)d+;CnvH#~t_cXZq9!K_)tP?tm{WHS9C2<wc$#1wk
zucKejfd7jEd|lQM{%7HDe*erX;z9I#?)rBU;VzPtQu=@28W30Y(ir1XCb-PjJU^$a
z%RgOd_OFcc(fO?e-h4LaE6!q}DDV=-ed-<H!ymAJ7}5<a!{rbi%jGZ*JO^<VXCs_v
zb^GrMfAjl(2g85sJ&&!hA39sW&2i=xcs6_=NDuh`SQh!k{VAR9A>yjO&UNQFv%x<W
z{@(hWuW)dy9P6~jb&9^;@qnA(Ytawf{65b`;Ms5=Q|nv+?~CgQUDugD;`v4`%r|uV
zsY6_qrw8YK-G3(#SNSsEyIE~>WF~<*3LW!4cr_1S#~sCWoD0V^Ca%&wiTR<9^CEHm
zcLI44QJ(!>IFIQ3wgn%$mdjb+&st4f#ou=o*Go?as~v&A`F(w*DzLu!dngTwtLvcU
zc+M>ig6abQ?Ta~Gy^gUIJQ(whg77~BZhpU0`ih)xL1UiT4*W@X*4O!61Mcm}oT}U2
zPJ^4jM_lG(E{81{xE#iy9GVeV<!}BzQSwUc?~|AH_4P$@;>v#r?o)V>uTJ2l2eSVR
z@RQJ~Q<&3zi*y~8S>ODf>rn8JPgtio{Ob`{=}tg->T>RB`y;UgW+MDA8|w-8!Oi<Y
zm8!75=K!Z$8d^Vto8KF@3%rhTALkbMp!*(MVLo(1tFpeiuKOAB54H1g@Hf{>mx3=}
ziSmK|ZE*8_+k(}&-G+AKaXT6OD-u`bxyzV8PX;gXJL~Iu7uDH+8|HiZdcPL9`MlWz
z@cr=D=QaONSmy%PftMnlkBEP$90n0r{cdC=$Da=Vv!PQM>x4zY&x6O}xwTZ_J~cSq
z@pwN`_oG7KB{p$>i@^UE;%eMjKA79B9_QzSkDtc;Q}}NJpInl;9{<lk-+bRTV@=kt
z`qpDB==pz9;;LTE=kWW17d7tB{sC@&k8!zAS^q+1j;9{t>`Ywgo8L1w!uE$#0<#MK
zEt_)r=y_l~cw>y)x_rL-jP<>kpM*kd0dZBHyK1q{3h<rq--Y#deP1I*E!HvD^FJs4
zp?1<4{^t9qzO`AWD%zoL4<Cb@>+{`+t2i%}<2Xkl&ROse#rd>3_;YY`9Ws3#PS+fN
zI)R(-q0Auup?s}^zqu|{r7r6a!E<YQ5YHfR^L_v2;O6`CZ^6y^N!og>f9$2lR@VLZ
z2k=L@zu6b*9w4sD&HVkWo8U3SxgF~9B(y&3o8PxQ30%D7^3Q5<0=XKn{{oEXTIX}(
z_WGpp9$81?DxPh)9w~u1Cqt)BY93E?d%FNW5c4#>e)|;M{2qynpMSW%$`V)o%lv+T
z-Qe9{aJ~j3p4tsRtkZ?K()kq6<LUCB1-|5=$5yBTowMNmo3Va%@B&}3j`_O@jlu8W
zKBK<A9svFp_YL*+-68OW1-aZ>K)<xt5~27zp{Ye&#c%%3;8^gXxG#_w2dyTq>T6MZ
zZYTP>;|%;A-*LY5xLx#1*8dLo`}BOEFL9+)I0O6BFlBH1!Oic{{S!QJ52riN!T!&o
zZ+=gEiAJ2R`QFn=aP$1WmAHy$PB_Q&74rKA{^s|wEc@!i?cspU14ILVj&n8g^@zAC
z=WV#Jq1SDSf6d(d9t<yW70<e>tdkb;bcKHu`gLdU&ETE(a{PLn_y30VfBuDe9r#x#
zuJp~{%WDsR^Lu6IfM3S>LhC=Ubs(C+1UF{=GA>S6_tS9VsvOMsug8O%--rJgI^}9|
zIq3GBp$Y4_G0y9F%78z5;jyF9>xADDSI^U~!}XL8VvQoM%AtEn*4OiaiO|_{h2yUU
z|FiH9OUC|%EZ*@PJY+s|oo-N5j??`9?QGy~<GxHI@aA}4RQIEy;K#9Eu@dpz1J5&`
z<6MAv@;Bpj&F8YxHD^A$EBou~of_cg?<PzpuFA*!J<|>FH@`pR7I;g{SM~T%xCN(c
z_PZwFVR+6&=XW`{xi0h&d~2b^<6F~~tZzQY_#1H*zxlhL2jOqNPg<)L>zLnL`!l%t
z`>k`pr(Ndq)Z^p^;vbqP9EN`co_E#jy;)jwy5{}aCd5Ca^CSEVVI4r1+YxZ{`!ueD
zo8Qa&O&d<v-7|4}7)4x_+lBkwp8KG^1-4~gunO}d4&G6MxVn#j(pWe6jJWFWk+?rt
z2s+b=tNFmT&RmcBytW4Z6)=C+?dK736_5FRdx~#ATs{SDPT$YDp5ttfe(?!-oG<5B
z&u_c^gU%rMH(Ja(X`GyaImA`I%==2);D7vvhaFKq$KfA^`3$E{zk}M2^JTubSQPv?
z#!uY_nuD9aH}?y16_5EI?ndxD#=1>5DiGywuG9WPT$OXi6r5i@-p+yl?amyzZf|$M
zV<s>kiu#T2!20I%fg8b(;=Z2Nc?6#CDVJM@|F60?fs!mc%L7ZYScbuDX7>!oM-1Qr
zO_LFsS(P;wc2`$LNm*S>l9_5X0`rKBjI4_8$c*TS$XdiE1O|aD5StKaVG}|aAqz$W
zm{k}Mn*f2a3?6ngY!(cbF=oKV^Znc1-n}m(GOIXeK+x)&FYdeV-hci6<?4AoK9YHU
zTl475j(R=DX`TQ3imY=}-}{sL{EL&g!>{S{={?2&S)Whk#^tfR_t*cae3$X*=U|-P
z`;2$Xdp|_i`Q7^bhbZ1<`slyeJW0O6M?NL<f0Xt&JFn~iCp!L^>T&ZozYgO@1Ntcc
z<6mN&aN~EVUbDZwrSSYO>-;~G)MtIzMAq|Xs!xAhCwiWar}xYr>G)$BmwBc>|ARVy
z=Dmck4d45Jb^Mk3U3OldI+gdP_n^HP<GJsBg+Bj=7s$E1zrOdI`FX_a6Mp#xeg4)&
zo;Q8>zB74mTF1Sj<G=aG5A)1+j{6uVc{NV(jnCKT)A-<9bUeKW>c8rE+6VIRSl07f
zn&)G9?+@$vpM0*Y-|)JRxh>D9baGqA)3{9gjy(SZ>ZjOueZP*Ub*wMFE6@K!?ZaU9
z%-_8y<0<}j8RNtkAO5KDMN9eO7RGts6puB({zW=ZTJQ5t9slQ_C*S)XJ>QRfp}zNr
zW!z}vag5V@Uw2L3`x1Tr#XA1m@04+~-@Z}jxvKHU|3TMz`LkvIG!Og>bbMF+ETf;d
z=y=*c<lQ>{L%MIWTIB70j;u57e=^na&--#&r|t9GF;4RNQ0c+W>*GFG=DGBn^8EAl
zdoS|1{!8$W*I=CHN$(H(Rh{RpFOqpKs$P5l&y(lVK60O~<Cpj4i)=mLrQ^>~+-XnW
z{iizqgw{WroWJn-GJi+!aWH$}Wf-?J4VHiAXZ88CUiE!nB=dZ-%9#(+A8qP*+Na`M
zbUf_~@ysufd4`HBnt!^7@!Wd8fX9&^dq(!{pFB-o{H=xOe^lpB^8x;gj(>*YT}CJE
z7w6ymIL7H5Hx(~69O(yj{6(KFGZ^0T2RskrZXYA#)=%tz{z94O_3DS(InH!E#U*}L
z#~;-^f1Cf$b^OwsW&S<g|4;ZLng6z)?=y9LigDu8w6Db%>+|oc^%3^`+jRVj`USGv
zxEJ!D$^2>m?Jw5xl~>4mY@L5pc>ZI*Sk|-lI+^(!o-PahM>?MNd;e;T)BeBcM`eDK
z8z1x~GX68FU!JYsd#vNH(Ri!T|BvbTPkgB8NBged((%_SJ=pUf`Vv{^?GKPA->CC{
zvW~yt|CVvX2d?ONnm_-w7^n3=r2eDXQNO0+mwsHn>zO+Lf7kI}O5!rtzEtK(?+tvl
zj;Hl>M_(q-uO;@|_h6jq;a6q-&(Zh(I~^atQpPP0>Mt-({`(se|NZ@5D)Ya;=EJ;6
z=Xte`|J<7Fv)Nbg)bTaV5Bw>8{@Op6d0zQ%WFO4ldojjooog3m+;EK7=y=-4;LSSE
zhp2yN{Pln7_@^o^XZrnPUMBDT=)ZoLS7Og!(eYRRp}hAKo+b<ZDjV1Q$wzhlKdj^F
zz2Sd|aa#ZGx5|Fr*5{x0<?`M?_)D4J-ut;2r{~)mPy9-K{@e8Vo4P+Hx8I}Bzxfko
z9@9r3_Z2e#Z>!!kKkf+~e{anbd#29+13I4GSG)akndgNXcd+Nb4db-V7ps0ZyzVD4
z&VFTrGyj&(^N8ZHcE0cTl`{W3H9lo>;}MM0{AnMFTl#!@U&+_#_zM$1>&#cl{Lj$*
z#;$(vr|9^a;y<6N<FC^3_D{%unjCoVua@=v#Ixia-=*}hiE;YgcO-Uc7vse5vqWyc
zRL5VSa?)_)U*`FB5y3y+rO&7L;$8Y0nLo{I{ZfpR-u$eUhl5$pocSevKD`g|gTGeh
zN$>r61mm>--`|t({bc>#u|B_{^$|u_Kc(Y;{)Mt{M$aGk3YmXb>pe~Go!9ZS{^GNB
z{P$H3KlADG8E?_?RDS*?#%Y~@^#`&}d+$emo$N!j3HX<DJdS?;&z5z*LBH!Z#_7C1
zT=Uts^@qQv<7xibf79_N6mK{D<k_#3^`!kVwsib^zC+e&&)>p0y*JJ0|8^bU(maO`
z*7f|g&NEYfH+}aBUoY>y{4|-rrQdZO<23(od}U0}uhr*Y`L*&qrse<nIemUx{bD=c
zkNyUkC+$D{l#ZwR^ec4yrxllbO4t8(9sdBe&+WWE^Hnl`SNo@#Tzw<P>3l!uRkBXo
zho9Hy)B3?b*YVe?U;KXh-oN*1nSb^JvJYmj?&<i;|C5ZHUH9D>r}u6h%X^{z_<w#^
zpZ~fy#{2oPuaWtmoyear)$z2B@8>X1^FRIlWqyl0|Fu4!-h=Z|ua)`J{(hgW<3FhV
z6D(i)_jEk1>--yx(|d<+m-qhc)8)H9_8VpXFIIcwnYwQ?jMMYKp!@%mI{q~}KKV15
z=Zx;p_v<`=s(!BdYk#8S`?qA@Z2q-xlK1{w^<PZhzEsE4e80Er`0Lf~HF`Mn%`(p`
z)jzU%E@7P3pWe6oS^9h`uik)hlII_k_{(qA=Tp1)uP{#YfA2{4;cs+5Kj~X!J+Jvs
z5A%+hU$dj*wSKuep7uNXS2~{N5xqyp*R<Zv`1FInRo?rdiGR1N<7wZpmtj1Y_xLsX
z{8#C@h!uC{%sVhn-}|#)Cf_?!dU(d`<h>uJxS#ERN5_9<Eaz_c{L3(&^Y6Z0pHKVR
zwZ2W}PwyT0J{?c<i+)|lU#NXK%-;K7UoZ2#_f*zn^z->T{wb=jZT&CN@iaf}dvrYQ
z3;K7yUFQD=wYNLEKifL~hu<Ray`<xxhjH46mnZuA8}<2Tyi}eyIr+Q%JmQ<zWZdkf
z_ktoLIiJ?ce<H@|yguVg<-Fdh@4dw1`Y*vhzCq`Ct@=lXhn)S6{CPc!aeD9HSNUUd
z^%Xjv#^v9p<F9;;tl#$e1OG*S{!c25KL_LV-aq^cna60US9t!lJdXZ{D#vU;f2Q#K
zU+Da|G!MbndHFlV4|;3j2Yn{SX+7^!etA;&^z|60{lEMXvd-%|{&s!-TfaQshmU-t
z%#+^R^(r0zAhkElZhW_nzxzE8^USu+bKfQNr1!*qs*Z1~-(maqix{VM{^}<SofyCW
zy*J4`pYusFV)olU#_9R=zO6g@{CnOh-?gUS`&J$QB8^Mh{{P*7Df8FrzA;Yozv8T{
z=Xp<)iJsEu)4oYB)$!l|6M3)E;m_+lkN%PD&)4gEeqF~u{7+>5pM1Lf;UB!2-dq2l
zRgBa5zE$%c@BJNl=2vw5<$v`s515?)=<k;2&wZw>$LzhEI(}E}|Ci~j-mc@fb^W$)
z|I_!#Jn21s7j-<%XM3ZLr+snXrsMBY`DQrqZ|nHSyi3;E)_wj5|A)MHU+Ki?>J=EL
zbNR%Nmwo$Weg4Pv`A@qm^Vsue-Xim?{F&^J;S6Unp4;c^`h1#yct^*7O8439y0_{0
zk>Wx&=kMrv+L!Nl{!jfbwMz|`_|Wf_@fW{C)^GOMH({K<cje#7_a5na{fIvQD~fyA
zd;dnq-;&^I&;34`Kka+)Wf&)W<IS3PYJB}hef}S+pKkm4`#PS=hr##jJ|}$oofxO}
zf8;G$|M{oO2fSOKe^Xb!*ZlF1{Z}$iTL1Ow7^iifN#e!FHlEbIz69g8C%R?)kMGp^
zKj!r@o%{zKPwV2p;s<2?|Kf*a{m)W*djrOaA3sR_cYD`=*YQ7p_rv_YO?~<L56bgt
z|MuU|@$|m<KgBrhTY4|>NBoeC-+j8Q=dC*br|9^5{!+#b=XpNHX`QJ*a$BGOi)Y9_
z*!sU&pZ~|dA>*ch|5(Sz2|fJdAC~p})xVYZeu=K<1sJFIzEty*Cp!K!I{sN_MV{Z)
z@n`>tJpZAulJ}Z?{!ATD<A&dhai)g^=lKPFexmt5M$i9QpI=cr|44oBhySR&H?6aK
zw~lZBaJ)b5x6=34|L1C9{1(P(AJY5f-&}b9$MyNNAM*e9V=_;AFYR?5Pwx}?XF8tV
z3-f(Cp590H>li0`OXE=M|61Og_B;J*jOX^@2Mgo>Ugt^UkDvA9GJksS+ZX8g>ogDC
z&hguI{8`^6=hD@q_*0D2`k%NWbZ9vF`~QT@pWX}h2|E7oUn29oN9P&p_?wbCpqJ_R
zf6+LR@x|}y_(y-g%+uC+R)137J64?5{G*AE|Dn>S>5(_-c-nvRhjcu>f9h{^{CzZz
zZ}Rycy-nVm){j4haoV4>-{2ec`R`GAXy5f?I{sKvr~FYrCG)>r?LCv**D;=>hhbs-
zbvjRa|LJ>l{40J__S5v>#!t(8U#;@t>vW&LM8_|GqdflwI{phf{;=YHW^cUD&*=Jp
zU7oi(g6Hb^GZT6KT8z`az5I8Du6|tS|2}>G?Mk1Yt>gd8&&vGYp!(P3*e1qlo{#@v
znddL``4{uJ{!8$WU)1N*dj@~6@chQl$$MLxpK12q1mpDHv<~7+^!c=(<U24<a`i=t
zp8aEe{tcS{BhvfKnZN&bnLo{k*}^!<y&p;F<O_BD%RWu^|HJf~U#H{g{iN^G@id<D
zfj=+realbFe!flTd8Us4YWraxdGdYa51)W>TF-lHe_%V8D>|O)$AON&Q1{dL_f<On
zYOOak`|WpiJnf_MrN2Py{2$M}=o4i<vYInzz5?U4o=^N**@q|e5AXGh@?9z3^>G-d
z=dXUcJinsPe}<0#>tB-bXX*H_={%RdUH0eb>GFsFsN>K0A{l>;`Vk-h4w?U1n!nW2
zc`6-$y5`%MocRtNf8@{Pz2=wwM;-sKN!;^ee@W&~>vO+I$1nefhxv`)^fY<#&*}Kn
zpD*)&l&<Ih!8p<9I}$zq0lzH!_D!#n?=pU0!8q;Pv)?WA*m;e0{EIX`W#9EC9e<YQ
zU6_3S6CHnr=H)(9*R%d_<h`%>GI_7j)j!2Jy*KTj`Sm)U_Otz6o#&f=N9Oqmo&T@(
z`9D&>)z-QFD>8rDr{X0#p7td;)9Vh0)y>1vQ8k@)C$lrX$!t11J~()&cc!YYT->g%
zZtm<>)tUYNq<?cTo%JWx?6B$$M@RkXnaogC?T@OP!_i)MSnbb7lWEmGzI&!OIvfxC
zv;O`==h|y4m^t%Mbuc&@RNcv>d#~yr%_jHG989{0{c8XC@bDgf68u|*Cuh;4H~U8q
z^~U2f)eClJS6k=DgMP1nXE5zoz0uKhHaYIi<WCz_H5k#a^~qIy{;1c*LNVP<89Y0<
zc{G~z@h@wwine7o=<yo|-QnPc_&01;_h`S`@5{{e?<<1=p1*#+s%{<~SG~J;ueR~q
z{r*AscsQ%@iYKe_XgKKI>zt{cbM?j}7p`LF<GpILI_wUP@Y5GuZDDOUXSXK(?tazn
z%?7vo)%bR&y;2{YP0l<q9Ub9&^_#D+UBSO!ZLRl4`~59^-)wjEyxq$iohN8f`p1pI
z^x_EnIvQTQ)t%rC{YeLh?Ec<9=HKniCWE7!oqO9`;UCW)4DMb(KI~5hy{p)-VZXE0
z+gYjb^Q)~kwy5{yrT%z!tD-Hm7h*L>Gko3jdjHPV!4ZD)Xm6)Qzp*FU*ylsq)PCp2
zRsU!G``K-5MSs#->F)1e9338lDEOInb$zF5oz<bOVYk=kzja#J{;loK?(U~mm!Eh2
z;_l{+>!4iht-SC2jpNDvn$o^t<7R*M7`|X%CVsSkZ`#?~nXOLyv(269&TMVipHA`L
zIy+tZ|2Td7`1L2R9}kDYKzn8XcnlKh&iZl&nD>}B?a=?KecnBE;b?zr(#N?ZPX}j?
zDf>(k{9J!u&vp+7vGv4ObQbNilm4*Zo%Ur;dsf#FlEQ{Q7`?VfZ`Ds*=O0~M>)@Eq
z^MBvHH|}@l9gq9j_M@Pz#h$*j*16sA<fBabGVyTMnKyCxc>k$6k1GY7+dSIt9^LG3
z4hEgh-u`a2%Un_W>l00Xy?eLmuY-HxUte%NTxM&Xx%zg0G8^m-`@5sXH$9wYZAv^?
z-by3)mCfnq(X4-S(j9j81FBpzR<B7IkXrDZ6A9^aE5z9W4YgKp6ZP+olw|KVoH8GB
z`h$DR{$PLaiQ-T6^Ealm$<cUk@}!C?;!9)a+TZ3))?U#s{M6$S6r+6S^>iEBJF|Pk
z{{HhP1BmO^`W^b`1yYgBS0GXFn9%oJ{%S>YZ5$sBj`m5UmQP*3t+gSGz!Ll2!~3$7
z%#2GcsJ;5g@nAT+->WK4yU5avL!3g8eOg2zm<GK%ID}ObYS43s-Mh~N!<}8bFugQ7
z27}kk2h%4Tm;2q>@uWY!*zVkhwRCy=!nID-xqgW>ARBV}-_`oKaryF22h!@oBUd~0
zL}XEcwZj3i4693@cKyP&&5Oj&JG1o}lvRK8%9eb1YlVyoQG%VFS!>NqpM7YRS$`9{
zrqk(MY;A7uw5y%9>UO7dW4F2?!gBX9odgu>N$lKZ*eIh3SxiQV?XB+Y)`iJU7$Qfr
zi!GAS(=+?sSyzo$URkSEUFtt|+^_ba%{FCbH6_k>CX>-*^XOp2`nZiXxu*xPP%$O;
z4ia`}cJ_9k-cCwfG<U0AU8{Px`mp4N{iDudDA<GpH!i~XB;)ClPJ?}DSC8>LvKTkn
zB|aqD$JSYIfzBq~!3@>{UN~#5R@-|OwxeGi!KlN?+PFKIY(6R<l)SOCvr7BhImb5X
z=-%eeS^WF$?VXKkYu8&`@+(jXZ=BoKm8+whgC6gVU)cISZQ`b$ugVx&8t+=WkL`lt
zh41P;xhaF4+n2^TRNg?A$!5TvhmnMxfe{V@-RJjAWutdy8}^xcQne4W?<Tqd5n*Rm
zsvQtjZ`PW^##*N#wX(1>S|Elx8#t`~1O!0VSZy!y1XkHvhu46IX8r0GTbkk4GS!7D
za<zZ7Z;NjG!-3+P&MK15<V4IpCfYpg{}w2$u&PMClX&L+^o~Vq^{9WRaztYX<c-^a
z$U7SlAeHELng(nurz&5X{f!-Qo9G?#q(6Zpa@ZYL-5DQthpo{Ec5uSgj|det7}DW!
ztYUd3@@Z8mc_akY>70d&0{aP~=^V)=oXj~R%HUwn5ur64JpQi4j|tW*5kZbFN@9q_
z;TEx!i5~p8AT#_pi7F>!rf0k3G0`Rj(&57oKj-S^BNrckyjp!|jZR!`BeoVcl}Kfa
z^IvJ3<ID;t)I`M4oMl?f5Ve~yFvWv8*T4^*^UOpfA2x9WSLhrtdK;391WI5}w>J1g
zU_65L!>=KSa5ef!;oqf>;!!>e2-1C+!pbh9<u+kwW!FzCtpjx?Px}*M)#IeSA7>>a
zvVUiG?qD>z)1B;ZZs%kaoJG*nHmit9|8N8@gck=C=BNj4fPGt=kyoW}ZdJRak1Kk?
z=GDWM&V607*9seh(Uf)B8a&(s;+55E6GN8|X9vUX&8c7lSo8yu>*q))jYcXKbH^Ji
ztdPH;^w#C1rdah3prP?SX!Py`E_)B$1NBnlAG~29cEnTHs_7kwNis(|^jbZcf+)z!
zUbouT8rHW57!Gh-D8BR7!j@8JE3%KkLZm7MrXrJoOaz?F`TkKCmSi<J*nE6Cfu&P1
znzgxk9oy5wzo`uYr8pe-C!4!QYMsvdZH6RnEA4HA47YYJoajp(v%vtv&h=+(=5)45
z7|PBy$l5tVg_P{!A@eZKZ>3^+!Qv&=d#&}vF6mq$VI0dIh<$)?K;}kw$n*n72h##}
zBuJ)4FOQamV@U-hN*X$Et*Xd78_XDR?C)31{euH+QU7iaI9t`NtNr??;J{6pLx}EH
zunBR(+q(?GLHxif8v>Tw>|v8y#0M}p*#Pa48P)56ioxCxWdwgt*)j()V5$xT^!Cmk
zNg+&#`A7t&TY>L592{*v0b3KVhVf?SdNSqcn3v_S=bjdDs~&{o<nm;6$fhM|e5E?S
zJ9@Hz#JCfvX$}<x7Sm>O_9?-%TX0a+S>J)FKkT#nuKHry-61tx--?au5`o3Ug-aO+
ztKctU+uPW}bH-<NS#M5Q<Uf&c&bwhGM9JdC0kc5deT<|6Qx>r7`s!Qk0DE#I!O1R)
z(52bFx(c)UYpg|7(h*8LN5sf%J|)8^^U8KrfdL@?Se0(+-2U8yGb5n}DRSLE4w2Pb
zrGI5$pY^1^PpGG3-+F09PL79TfTXo?s|&!KVdu-E2^$v?-a^ZV86R2HWj|99Hu_On
zL^OV-v-nb#R1p8f`$Rh|VAWsfoAr*t)L<|oTFjGgvnS7ni1_l}RLgnKr*K5p_YinG
zl5;9=9l-U_jGV&$A-p}7<RFv<kL&#SczR3x9ZY1R%RqrtDr97@I?Ddgn*Hf@u%zi-
zwjgqH0_$)V0z7*xY}I5!!OE!9qnluSwKHT6B;HvDFd^yTl@qy!LR2{(YB6BBsX$|n
zW3n7=YAZbYxtcXQQ=(iW!xZ*8A~ff#O@cuOGl(>VX$(tn5gT*N`16Vo;cA<|ROQ8m
z1IQkh7&ne~5X0o?SBTYOCvd=!anQkLXOY#O<H0LMIWBUqLU^p|k#n#~x>?);&<34r
zz~hfYC|-dSyfh|-O@0G3G*)ofeG>jXxfh{<VZzhwjG|D-YgS`5z(R+`JfAo3o1i*_
zyAF6t7%_WxMg`Fc<iP0VHy=A!4AB9eVee1qIp=W_epc`}%K}P|R)Mqtsbl@VrMQ^~
z9wT$HEMVC2sKb(tP{owI)+_`y4PY;SChawlDTRG0^i8yk(Bs9?@c8hEtex$Fh@sG-
zExF4L9xX6A=g}G<Tx2(MdlS;rJuVU}d+R1My@$G(APDd}_OkKSSNB?s04Q3J_s)nz
z9G)atE-9uKVzW*wi&Sn^HEeCMrI~;3sjvUk<`zje(^&ZL&`9*&&YlqOIT%<RefJob
z8226T(VcZLqqzo{We#D+a84U=4(U(4_tI`}2x=w2TT?O)#?`@irJ9a=Lx+Ws2s;>a
zv|t-M48DM20cA(B1Us2s5q(#r{OO(attWWpioKF8W3bVB>Wo=r1N&LD<vs5Nb}D}l
zNk{rWvFNw4pY+B0b<1mU!SWT>sGoK##p!8RJWM|?sDNX**xrPthXpgL)Y-)UvSX<6
zpG~L}94<k2oAlr5;IJ+2igf<nO5wA|r(^m`{OLJ(jQ))&!t00DIo6h&YO+59;C}50
zic|fn*lNpet|<$k2G=S=$Ppr-C=v3HLfo2#x}TtpfC(i?Jnv{g|L9D6-En`10v|xx
zIso5Rs&)1xJKF>htySBcU9mG7PCJ9tYl#_Sg&f5jdru%x5l!SjItg{GvE66DBj?nZ
z_En|flqML;zPD57{X&GmG*2XW$h}md6PpW+A?C~xobEiY(r`8}j?yJzl2j(n!F1p{
z#!OB?F^rscE0gP0A>3pE%5B&@AiPesc?C1n9fCzg%Bckk>mAq~z><djyP!8@QH*aP
z-)9JkcsTA(6uoU!-E(${YzeSp;9^32jmA@8F2q}S@pQ`a9%=xP!Xt#{>|7)W2V@y4
z@Ejt&z`L6u>kEN`zaCoi1V9dva|fVHAWu?MXTiqf*+d1v6y8b}SV7_mu!u%@09>o6
z1LI%Je*tA?^dPbN)I|Y6WZqN|9#1%zyaox*5@SLHg1i?AQu-KH;4;ti=I4f?p%U)W
zM~eNL5v;UjWQa>(<uv3*QXHlv@nJS*CUI6-Nzs-w3<eUd@a-M-qDg8nXiq_Bj+|`S
z$(w|%pLKB5N#yi|LdXPeqDoqAQ6&JBDStB39mrB3^JRcY!}fknZD1Xd2OfJ0Cg?qq
zU^bnea18p><D`U<3yBDL5TvI(T&VI#`LEsv!12QgjNxY9V>WM6`?_>Mz!5#0Z4g$;
zmJJp{A08Y*mfP}%s+cwmz3j{YQ_JUi-5pt08byU|i`}f5QEb>UPA!3D$FDMHjh(S>
zJ7t<L-Gy`|b?>aRMzEz>FQ<!S$UZbOSg^tOhsF~dVS{XhYB<>IRlVskCu(~Ma~>4$
z^1>)Fi*j~bi0E9B>}N#R;4CYHx}VjMDf99d;|3;g0#A04m|!W~w%-p(T(5IN$s_B?
z?rtIK+jJuMV+!u@FH*}%SvZ7T$-suEgCiweCqZ?1a}rR85?(y0qcg_AaD*j7c@GPO
zS)6ejCrhvHt#rttg+w?zL4Nz_5NYT=GZ+L(@7@Hk9{t)()Y^H%)Y{sufHDB<zfh3}
zH$56dG|moG09NgX+7GRRAeO<QJp0#~4x5v3D)}v<`-$%G_Z0{_N)3Z$q4I=4e^0)2
zs_7ZAzyuRozBD9)%j)h8X=A5Q`}Be`8<yl|=(Vm@S4f5?7Ah?$-0*IDlMc%CUVYnH
z4g>jv0pjc(F$Gp{M=7=9$vi0A2CGK89CjAjRSbG8YOT{2keevhdd?1oRbh!{*d530
zz|ZkM^7$Cr^5gV+4kKkWuY0PLKXfw74hkLS>#+s3vCP!nQPU{2gR{DkEYa~$p!((M
zYr`Q-$X7I!DqRX9Cs-|r!`s^dRe-t|K*{;Ihod_bup1pyHd5xBfvID^DQ6SR!ZfMm
ztI8HXLD3Av9@5UHqXTjSAVRj)P!%E$M5QH&ngOX)jw%nIiwdoxcvlPKmLn@DCti1A
zc`#l$F|W>{^_WE22aN$U?8p^tN@E(wmFo~#R7>PwHVZK9R#%`W2!|1%HIvT)^ov6T
zHz2iDWX9<)1wlquC&}6dwalj@Rse+Q4d;D4C=N{J4^S-d9F$UqFawDKE#X(RAnlW{
zDmjE?NK@7<9g-QDcwa7`aN5}m5(cAC&DFzJ2jWjHBK$tJC48VL)?S22X4RL5$d?Ee
zQ3kQIDl`GSQNsyCtC^=>p(e(a9XtKR-5oVs@HxKRLAW%a8^n)PX~DgIF5opu4hREh
z@qUn|#8PndZOu53)ik_{5<z<`HNe_TmSiNgVds~aZ+OuSwhD8Af-XKc#5N(!au;(z
zc#+bO>Yf_g18kPb-`KV*r)M;*3N%Yt8AJrIq4R9BnV?q2ZFQ0|#}wF$eOGhb^}}ML
zw8^hAt?L|zAZ3)~j8h;*RAHg?4F{;o0{zwmzNPu!EZV{lJvr25FV?(G5Sxp#OXLD3
zHFS3g^&`jpG$@RMevIgCu;F*!gm*q%QnyA(r<_RDte#lakjD<vM{vijb^#Q`Atjti
z+kzfZSamePQ6#yjo)weiV2B;(4>7A2$tZ*YVojKmOvWF9QY3_|K`F9q4=Y5nBEVrf
zZUsReF%*`Ax=UeK636fhh-=`z7=Ba|eX7fol$}5hpLb<RW=PqT^Om2fpxK!rRw=&|
zArr8=i2-aQd12VCMPOA1fxHqo@CPxcU9if|6=RN^R<<`57Q}#Olphe(&Inc2jN1i(
z!Hf`*1=Nj4&@FKeK7@UYdgAQzPJ$|75Rx4u>>dySgaR}!MTcM$?IQ!UOR47o$Jv@#
zw-gZz4ew$}>-z)BS*GY&C24oaK~)X~3YKUujijD9jvAyzGIh3AE_bIhDZGPru~1rA
z@>1VWC*Rj{Dc3x&{;1uKf`u31R&uR<jP-_b!tmEE4hSkb%u5Tai(2i$6d};TKF3Yj
z%yCB1Iq%LWyvA&I8rflDO|~u3%Oo5ry(N?SqA#w|iMMAOKoAgAh<B(flPmKGn97{H
z&@3-7r}6G`(t<r#wcZISU<biT55_Lo%-p#IwySGS_2YRXi&})U330r~h$*Z4D~F$n
zd#_Vj?p-5ZFnIv?kz<gv@nu62C<`hbrZ2c}6D7XnYWNJz1{o3Vt#d)5a9x5h7qm#-
z$(0Zp?O|?rA>P?gN4-{39ZI-e){c>-dZVqbf#ZlVk`h>YVq;E_7?R|oWH~3&43R71
zunJ#c>UQD&YQJ>^eP;I@{bYBJM7vk-W(o!IUp&x|ss#warD~Bu;fylQ)lQG4WJ?#&
zdkXc|GU%1S>yi)(N`q^xuq;T%r{gKZh9T?Y6tQ4!iLVl<68m*vI_Y}yp|>E_8++5P
zH1(eYaO{zS{nU}L<@lwBD`Nc?<jF&|9OAI3Hlqe*1}vTNPJxJKlflGfVf1>}0pi=o
zNQXu44b`}m1b&d2Yd<{ivg-Lqd<0_AAsU3rsIBh3;fRY4B=8)pI1wq>wK_&QUw6O|
zUN~z8AAUoMA4t47yIP73^5s-yD3GgVx|5TDNSv+XS16I0avT8}47q}u+JV`w#X{S}
zgemw$`mc0cy?rEIieU=_KRB|GYJu>CP(pk6DmoycN(KD}<n@kO^3;jUFb<6{MZ)+K
zj3QN7STd}M;8otdXZ50P$pcgGZNdRb)I<OsnlT|1FYgY-9wTz4lFLZy;n-IsrAA1m
zC{~!^5dvcy!kn;RI}n-+@om4=tqlO-%!A0b-If|BwjRRFf_kY_ot#s7TvwCM1g1DZ
zUM%y9gT<*StW7DxC4meqeYdq5VewupwA!JJQ4`N`L;&&opEv-D>}#vXXl{u>QGC~l
z;Q?veh2kEt5s`l;<QDW=qs|;xZdcpdSMB1kJDsAb8awIJbrvY~(x{M?5bhitrCf`$
zyHi!eQ<6SlKr90Zm^C%SbkM5nVZYINTa7G^$oOaX@+5YcOVE`(ZdnkdA$4gJ?+VTc
zh(yFuRPN*HH_)<1{B15R)_w>1<WW2-+pi8`os+zBIGIbI^+C&uQdX0e{f7G-*u0UW
z1^Km9QD6EF(u9H&yC8G0%&Y~%k<76(Ok<t9xRCN_MV`{~ds0I;TZpzpK+FrJ-A{be
zyyol*i418ytvF*_7wJ>BOAKgu2mjqS19I|juBe3fg*XY0l@h!GN6*Qt)x>W=xSaP*
zQAKbZsc|)T&9u!RE<n*J{T<oV_-YDB@-NrONVH#>;iv^w+_DG#Z15|~bx(6WVhx;O
zP3#apPsBo=bifoDyEB$s5`R5`{|MAhY8mtcOqQgaW%M0p1}tPBdxwtDrTyVnt*q7v
zFU)vRx(N?%J}+`rCGX_)oVJMR)OE!Jv+0mvSWN~uZ=oF|$+4)ohV87zL#}Be7_b;S
zl`i5lH3R0XAdsCiv(YhHvrOvwP63k?;1gm*;t|yA8;>Aoe3niHYj1H4XO0Vt2(Jq>
zz$A8ckyuRGT*L%L-~lBUaFwVO9=nbfRjkmFUP#u@WL6z?2gBND@{%<?KwSl>B^uj?
zcu}lK9CU4bw9F2n`vs-#XyvcVm?hNTXUsZWHn39@zs-^4{e^Z~tuVtz-50l<TplLv
zQPAdUIy#>8`oiC`o3@Eb;@n(eI(CZu0evf3W1Og-ty6?Wy#+uPUxzFUN@LvIKJ46J
zq_Ea22d=50RX4<M2t^&$$e|S(7_H?Q4F))P&NA$DpQsQj<L)Z=>3-?6q|1qBe11R3
zG|pIP$_9;Hd(O$^x32~{3=d4UwpyruLP-iTKyL!AHWxXF|11^$LEz4uwGyNHaTn7S
zfGEJ*99M_9Q;;+gWN@nNPYJppXFEp7VKC<WV5+^2#ab1C>EJDuqbwwYY_$c{CM*Cl
zv3QA72%Df5l7-C{nyx?|3ONeU#{v#Qafn{l6j7t!669LTI!Iq1xHv8wVZZOp?_BUx
z>Vh$O-3sE@hEjMiz1Bb6LksE9ACE2EqL*a+;YD;_Ta?bMX3QhTK?<|cn3wiO`MfwX
zX32sr=EX^$BT81_0s_v~SUQ+lw}gop;s!6&1D(mkfp7I+okSF&9-;T79=@B}+W-Nv
zI2V>r+s<&2E;|sv4@emV1SzH0=e6{jJ6WEuZV*M)$rf6|^ji+B%YJ?auR}ZcE)wy%
z0o20}qq*LNM>eb0L#upFOW0pd9bl;oI^R%Eq;$m7Uei!I_SqP%z#+69#1F<`FmN>}
zQ3G@=OR-={)7vR7M}MwM1!Rc|sH|Q3@KBnn*rezJ1FAy_kN7Zv2n&`yT!C%u5)>)9
z-_sr`_4$oGVB*fn(Uxuq_^28TZ*FRg-Z#MT4efGx{#pZ;EO9!)DS^fSxi*YFBP|*N
zd0-G9$P4hB)Zd&sAeDteG0xq}_Ip{7SOe9b>ay0NR{#)8Msn*sEQ9@v<1y!zDwrT*
z(0?vxff72kKzb)PA_(@qw$ggntA_mtkGlPbPFbQ5Z-Mv1bR!`kvV$9Lg*ADhz0+!U
zrvZ$tc{9G%<0d+BktoRskI4J16Q2?6dJlICOq}r%IhX0D1iHw6Zs@W<vo!BCE1rTT
zE97dz`f~IkmU@f2Sl&1|!2bt;Jej$UNCls=A(Jnnx_0k)f+Q%q8RA$?F8+Ir^#FRY
z(7QJM&836T#VZH0b3BKv9KRJiVOH#8WA6S5<O>qksU4LSk8qEtE$Yn3tpduY5W7JU
zaJCA(l})q=hHl6f60(SQ%xko|P)5o;2Gi_!oh8yVm<7HZ7F5fNImuQTEvxgw%rkd~
z>YUQamg*Gf5X^W3nwhA%{3`kM%$t(pPHg}Y60m1Mya_ZauWIU<<Z$M^B_FLNgU!a-
zD2CE5C|okA4HcWks7=F0;neG<P28Wy(SFE+tq!gwYC3@$gdn>Vs1H-yS#95xf)i@)
z5YQkrgXA0#HoB;y2Bev}R|v_gxrY|a;8m)?n;!_Enj)B*6bP{LA}3{YpCwYyD5~Vg
z*2$Jnl$|A+0WM#VXWx7fd0AotGE#*r1AoJbD#DEUXXhruI813E$r<+6gkhTgzA=X{
zkyOESn!n8y=r^{xHy3RS7Ldha3%)~mi2w;~Ahhs)MRj_|Lw3|Jqt4T&yIE(}8WCg|
zG+-^ap&Sze3gyUUxi1MLp-usvAa=tWK;A!B#fAK)8ZS{(#6|=vLabmLG{SWqP8fpy
zV<3UlSpPuU{nTu#+%|yXweV?v5+yv1#hf)`im>DgFA}1k!jTKmsm&}h)n3sK=B|ZU
zHS6;IB})>0f_Q=iJr@btm(^TGdRro}d|}F?AZG|RABCW1^JW`DG*=Y^pi)(}F8`hJ
z9=nc%>nhzB19xZ+tr7@<5*KN>bAifpz?59{Q0%)*1q^%AYMGi=00B3R=zZM6x7lJK
z8;J<9Ig3<G1o|(+S4={BzIQ+@Qwr{G!_{`Nk~tXRHiCFagiy_icDZb!%)^RP8;(AN
zEI)*&(N2zzFU@2V39dS$St44uLZ$xT)fU6?AMKIpAhA{7QWkjPtVp*E<Rc=aMOXY~
zcI1?aI-&+oUOc6&9%?^a5h&LUi4*|N{D259NRcHl+id9iHhW9d-`LX_c8sQq{Sl{;
z>=~l<1zgLtYysR!@#5H#VX+<Ff@I|6F}Px=vcavy<`j^6YDkeYTo<u~iZpCE&kpXg
z;o0eKhZ|t%LsUlWu)~4#YUpP(?byY6v<^IL;Exj=VSaj`>sl*t!VRFI9i|GD`W=rf
zJ8K~03Y?U@KwKVG49cF_b}EalSZiUs3W7_pzpUWGkCqDLxZ*GI%jz~TXgu{gjKYch
zIl_b8<&*S>Q!oYT7i0o@iC8;Lqi%eNan)i>Op$hnFL2$BS=+JCJ7;NLM6>^G=1alk
zRiPiJ?bj<`Ti93DIRr?TZ_6m=hRqEprM0ij2bwmbJBkf;vNz~#5)C&sHo?X;)g6=x
zFXMRuY2U*Ck<5cp%Npk-Xk}s~Q#KYk=>kx48esrXF4Gh!nHb-eM1Scu@*a{(4@|2C
zc}b+z{Q0?qV)3O33!%VjwHPXV?ueRap;(KZwx&!5PB?P84=%^0uJ9Ohn?Ij4*u|<N
z%*Fe689f~5n;C0`-h`7pOG-H$S9B*9vxi@cilgA`GafdGb^ce+^DR<QYVJ{JGqqOy
zJrRgt6_l3W9-pe<wnzLzG+fYzNw~ZQGCEu4Lv(c>5*GC)BVat}G>HF??rXW46P}^7
ziU%^#efS9ygE09UhDsZCz4;m;Av@2VxVwYg6*S=R)er1Gx6n;ouicw<r%z79pTpJX
z1o*PMCr{Uf6foTrhZh*`&RuCh3b1Zt&G~M|9YsG&6P+cz6A@2~mocr*Mv{oNGaJr|
zcSAy#aZS89s?w>%bzN{$>i*`cku1E;;g3=`F8bDa=j@rj?r#MyJmXYbf>DVfexBdG
zI|?t?^;H3RKuk!h@s+jAlc2wOgRy{~Olv1@ltC#Xk5KV08uikiCDKsRH}j3AGf0*H
zyilZrW=XY28QBeoQ!vV+fX^C?C`MW`ev(Gt+M?k!k%)}`E!P&RMIAIr${myi9OXCA
zub4+ePbC7?9%@mh20WVWZTFzNu1;JU-crSh26odf$-`&^OJ7YpCrRC5&UUt|G2vR&
z-z<pd#l{Q1NNQKG)cVC`b+HHkCfZ*HmedL;dwDDkQX>f{zICe!@{?=iRu6Cs<q&Cx
z-=C`ip`)s~5OJ?msB+(&l0moydQx&$7cTQVtT{g&NCgNW*MpK4xidYd4Y!$kB4Xh)
zk9J;Lt|hyCAAms;T3DEG+e16JL-%13O{c3Oi|`blk+Yd7*&))Q8Nu329`b9-eDSTi
zf*Z2=E3CM|OPkDV@TF{XsKnk0`fzHW3$>6evA&phf-Emi(n7Pze3E=4Vj(+T0$T7r
zM|Tdl=B(7Lk3=~0)MOOax(~v#D&8#7(w1HjA==XG#GO*=o?Gttyn~<DjD&ZA`oe$!
z*n-FuW_GjQJ6$irq(M~701i?Dd>y7M02rHcqC#lnw$=x@&Fu&m1<nSz{c?9iw)%PY
zx`JB*qu#b%J_hpvJSm5Y6B-T>JzQ9nOsWz{e5kt2CaaQ+M5CF7e*mmVZ?&dNE$Gf)
z2!$Gcgt=Y9FEisJ{h?4BCC<=J=5Ev-oP0(eMXqA`Go71LbIVl_#Tt<J1>ZnRFPn$4
zqZ@2x3`50_r5n%8S`;d{7Md;wb5OV`E@PmmOCL>5kWu0kle?B+5nClQB4`=T3#;wu
zTrOSORbg--xh0l505-Gq`DJg3#U=Epf2IQ!j%?L0C0Kp3FFi}($V|!UYQ-0l!ZF0x
zdB>MsUb0x$D~mt*ORwqYaoe0WRW-)?Cez)>7&4R_=Qtk#)kdrULIWpBk`%J=QX-@9
z65<fOw;_5o)PAjXzD(}IWYWFI5{lsMVhi=!i$tHzOAn&`j4J2mMl#u&4@2s>^9MR$
zeyOOxf`w{J6N^>ZDd@K%U!Q(6*1Jq@G0YQ>v~*6{RNd8Bl^Pl}96N{#o5ZIPc@rtU
z1X@LXv1SQ)-_Eam*?OHaGmWgUj<X8nkK7HyBo1>n1CKU|7gT8!Erz+UdcAw`0|GbX
zCIG9BDxaiDY%s|KT1lId*r{d5b!u|%&Vi-X&J1_K7n2Oa41*i6UR;(zBK=qjg@$@$
z_^V9Kq_m}4y&(-6g2kmlH|TuX=dxE@&!7xH1+i^kvBbJ)XL?qy^UlDdu*vl9GBZ+w
zOo4_xe@Rk+Efv*8M2>NyH%`dMi7p8V40iDX<quIxwkrt|5X9T2WeY5`Zg9M*Q2ced
zc%VHU#^fPI%DjcJq)$4vUoRGWw5P+6VfjO42`M?-hk~_Fna2?Z#IbEPdp;ujKubWY
zXeUsuVYIe8Nh2=oVr&L0Y$hhQ7$J3oOpJ)UQ|th6vq=)vpSUX|Ncn<V9+pjm&mh|w
z-@Zt$QhEzZgKLkFr84>&>gsUaIULq{n*!c}EF$T;$i$@(M0YiJD450V257|6wDEDV
z^BSFM&4hEwE-GKm04X{vR_Au2mw;7$Fh01<x#occwoE9eGf=0UZQ<z2@rZ7C6Ec+Y
zAy{sFgBCX-jqEtfsYz|a@GV#)r)AH}%LB!s3_vrTsf9f9ohjoPj)wJ9mds|p+mce7
z$-m=s<Q}bhx8;@SZcF|*4gi7h_}Nq6@C?DUa7A2{yTV)AV3<abV96;hLV=QZCJJ_q
zT;X$Q1Tq@lrVgjxSJA{pIo(x_$>{lV{fhi0*SbI`e{+|Ror$){+P!vhI6CU@c7foC
zkXcg8Y(zj2H+KbE<SNt?uW_XV|0bj@$JwA0tj{_K@<)gS!RS7%EEqaZk;O+Sn2|tE
zd-4ej;R^XIYE4r~y94F6Q=6<U?_NU))`VT4EHk{HT;3RL1@D<Az%FW=LTCrZDR?UD
zZODeFN;-iyh=CiR4fq~N>A?qSgA#vlO1UsxGI{7ALt7I))B@^`4CeM~cv1W#ePmGg
z^FDsC$%)BWVpcPVmj9($Gs2Fsmy5qa3S>cS7(WYwfUfr0K|r;p)*BEH10=<x1G5((
zj+f%2#hN%FUe_B778U=+!Z>dXxY>ny!wOUoS_<6dX$&;20wf^x$ha<$Y~Dd88wJv(
znM_aTA}<K47mR}1K`=0e?J}#HZSdIQBshSyqI*UyZ@Il;^9FjS?hlTt<7wXu&kRV2
zt+tot&!$1!vA|Y!B&<piEZ;QH`Yooce6BmajJCB30}H(cSXFC<**VL>7Pg`n1y~fl
zA+(Mcbl3Kv1CJDiTx_>-U5sD@Xb71=14hbW46n5Y5BYdF8yxk;=MNP*7ENnTdb>64
zHy!v=IR&B4jGINe_8w6X7Ms|l3(7b_l%^0gNIXGdP|_6KN4E<inizp>-@H1v3R!B@
z&Tu(LgAaR<3E5<@ooUV$!M3D8Y3aVGT*WMhF-ZP^S=sXJrI%1b>f>)gTl&WV#9x7y
zRvXz#RXc*V+?$YZ77PCw_!ZwS-_R+T<e@i&X?3fN&)7BZo3w_=a;JVSrnd!M+QvPU
z!hB8+Eru6R*v;iCgPFud!ZyUFn|*FAL&C&gg4wVz(I1)WPUnoJExUze#V`(wR(I&>
z0^+dhxCewWa(J~zhPN8bL;z{*Kz;3$G_D@D$*W52i&$Up?`d({g0=*QLCr?vDmuKi
z2Ae?sxG*U4TCh!0L>0I!Ylqz@;jd(@4KLWZfrQFK>bAVTJ9@Hz<lXI)C0PgabBky0
zZ%G%_rFqsO6myR|WthqM*Hp-mz+5+JMnS@c&5CjaMk7*p2Gi>3csN9#Y~0w|pKRjN
zm(Ct?X&i6+CAC`M-|PLmGqUJRK^Kj$#4?KU3LnvT<7_E}i6Y7{Mo~<Qe37l)M}r(7
zb=nf<aW}dLpPE?Ku)W;AF40YXb*yQab97R=pjuJ|Di4^S=URZLt39~D>4e(K%3Z(Y
zk2FLX!AG2oEl5C(&Fprij&;Ub#dWpuC3SK-2M`|pyS@H+Ryja2*$=#mL?sD0DGK0Q
z#kT>xII?Ty!liQzmk52&rKRP`#fxHH7vnlXl)g+xW?n@p0;$=7S#iuYlcu)AWf1_Z
zN)HEjW(=`Mz`VGL?i11~cWww6eSJt&98CIs_3_=M%%Efy$9YrUE38xAN?2l6N{v%8
z!1d9t%<-&?aoN37L^2d>1bA$oI}eb_P%hqq3$>i5FTq7mh;a*hmAFtuPIA?4iw2lC
zl-Na(cYa<#n4gfP^ulfjw7$kX$gzG;>-esEHma8w^$!z&uSVSY)2mw(<O2H&ZTuU$
z5P;OxDz3ZcB)5^mq|j31S_9dZCeO~JdDA(5x3Y|GGOS?an}GMI9d<XnG1=LP(tT?l
z6#=bzoq6zz)MA?h(K7{@G8Dfz#)a%=u6bgxiA-X{P*51UfB+x}wJ<?=c3HX9O8cja
zl=Uvv2|3jBbr?02eTn>gi&1!D0XfE()s{eIu9m@;BYaG9#&0Yo?NUtF{0(O(Ez+`#
zogP;#g?SbzjABzc@XRcN7#28}qu^u(Mb0A)H2G_m*^&5bkE+AwHzIBOB^*+8ydss0
z1|aMNBubYe3=Q#x%njj-WCB>`2NQ@7$l`FBwiyCC`R(JFW{bVPirgQdXXr9O6f;L>
zv*QF)l^sXEzSiKh%vVN4T|8?u148sW324XEzi>ZDO8bW~PI!srQaIJ?ZZ|;9I6{TJ
z*)_VhPd~+2Br7{jGDl*~%cu2mcQOV1%s0#gZXpM10wT<6*8B@S%ZhEw(g>mfRFE<`
z>~Q4ZoRrJim?u7K&?IF(3A&F_>nF~hR@oNXuvoZyi~L6?uXWH1sQhNAZEw8Myx7Dy
zh!H_op?w0(j_n94r_vhQbK1lPeRFi#A%izH;ev|vc}ucgnVWG|478mZW7Ohl%{$=<
zv~Fj`+Y(fxonT{PFw<)c`2LHQ(&9r-WdHhKk#<#~65I^zw;(Xzz(eHz08gFkn@Z(e
zX`2g1F|xT0_2X1Oxe1rpROm#=-#cM*SD_9!=|*X?e&28Yj?IQtTUsfDF5D$hl}Ojb
zWNF_po*I>8xG&?0p)&I1G1r|L3?n&<`$HhS5hf+uMbtV_4cKsVx{H~X@Lhs#PSQin
z1Y~#*ny3Y?e=hB~{VWv9*zqta8y6daF$hCB$&DsXI7;a<xzLQ+3`R$0&<2VyLC<7$
zwtqDkJn-l!213puw$D<VyphD<Dj$VERl7tRefg>Be28DhrvVk{VQ^^E1u`K6A|~lW
z76%(27{7*V0|&DK0@E)P3&V2kTDcqxUU+B;A?H++UChv0BuGk$Q3h{Q=ZI;Cd#@tE
zLhKE|QyTybM$=q+Z-;7DYAPmN*7@%AVz4d{Tiv-&)UVt_75nodHee_EI>4rIC|*;J
zONA<z%0Ke0ba1$!z6H~vHsgpC*mT?-OyEdmJ97}nARmlc4Z<>uvv-|Y-5_hov?SvW
zjq;~NEOR>LMywL(GzUKi(Iw~Y`6P<viCnoi6T~g^t1s-up5@w5&4CbTKTL<D{Jb)K
zaxmT*cY7djW{yzya?s^5-#nQ>{u91m+EF>y@v=cqKvbd6>oO`K(}G9>FJ2@mbpz!~
zC|f?%TXE8lO+}%JQg1L9Oc0_fju*$Mh79^EiB2N)=w8$w(h_D8)!UTPjC@Zqhn~#)
zFmng_IoVrd2%oPb;|%jqRuKe<Ps3ml>NN~XWJhDVDTVtjR>S^u%Ky#0y#!imaxP<k
zR&Ld)wV4e0>b??)v4Q`z)Hnk!6C<9Y9%U7+T(z3dhRNC7f$mJn&t(@oLt9%C5xK#F
zn{Vw)C>6}Hh(4q6c|d8gIxBBTY-PJ9WDP&a$8myfB}`Mz4&B#CdqowW#QBJ0J$2l#
z#<Pi<nMo=Sp2;dI4v9jC5BrFnGOfB?pp~nmo5%#UyR|XHDqVBMkj$O#WZ!i#@aGq(
z2dJj7Ul!Q|3m(F9nXgMVQ)i4O*GxT%=jXpiwI+AqfiR+Wq9l<x$%0@Pd>w~r=ooOd
zc160?qZ1-YS|nm9^?18~fK=h5o<TUWJr7Fc#|>^$M@aJ_%G7EE7@P8;B~Q&x1-*tS
zAQ5cWVofbkv2NwfdtX`EC&?+HBwWmlZYo8Sj}1rwXT2XNcsk~6V6X0B&apX2TgDF2
zS;W*~3ZBd#Lg}*H+9?P^XhqZYXpd^Yn)0?2gP*$0mOQ#lnP#{eNop17lHG(r1yjeZ
znH0ZW?;fhb<vf|d^tRZA_rN%{zttKX-KOMRqE!a4eRi`yQ)xt`4jMzI!4hEc@KDaI
z-RN~;2M%Ud04_0XY+NlA9;*aGDjEKfXt!%&XAtllo61|$4W~B^FrdS&N6n3!yD|c%
zz`Nei6XydTm9t}~ojr!STh(6bc`VEqguH~(16A}ibOIdEVF1$9h)+@FMk7LwkBiKK
z8q@n!C-asd+~@eZCs)FhR%p;`Q_I>p0)-^-5wkiw5nvk_o#-}mx4SpE-NJEJJ-WD^
zFXsbVa4_oB?+EkoW{?yRa8A)c^FORb9rZ*w6Hv^FFkcq}V+!^V4GOpWkg}urZd_+z
z*aZGmH0$%4e|ER(v{o&#ia)WVFa!=eXLTm90i82JQ4FO7QEQ4`37i^14?9A%5zG*j
z78kf@&H=JUXsABk2vPjy)!yGiqq~r;3sFo5qqTzMbit#RJgKJc+RdHr89{N8tsr{5
zT%-3G<RSaEDRgXijwGRDOZA<?rl)I#I}qMU9n*A-GQ-(HCc(fIhyz}NblV%!pc1QE
zTGln~Y-6q!OUd|JVzUgLXHKc&h#w+N6W!>L`YI{oWC_Gt*qJOlQzVU%n5Y|(%QL}3
zy7Xk05L75u>GHpFLT7nNYB&XsF>80Gsw)?G0|D&7QMt=L$tI;2Lw6tIih4GV$~J|}
zosqtausN~ANw>h_u1pZERakV#=!2y|Fc;ngi_XTlOBR)natGOCfIM(;g1iM2Couyx
z=`!0fA2N}hOjM3VwRUDbd>a%GHHNf)j|o4tkO6*IZ@#0854_zgp5;0GIUd(_HiRRb
z%7yu16@*k?tRI>n2oDPD&XYCohuvdBp@q3Uf5e?44Aepr1gp=hPdi12C@isNT&LU^
z03tpE*81T3aQ<FX>>kQ0iQU`Lrp6fPP^<Vk-l*r;By%(#oz$qoma_hu=Wy4-!C;8)
zEC85cK<K~G6ZKk-1-);=bBW|c-%$!SLsz3I3;BfbAyhpcs~^sS7J#fvuOV)L7QfZM
zyNy*M+QjxF%@lZXSspaA&#Q%#9xH_GwF<jsrP`7-L-BxQcPX#U=c}^SkW>ZW0d15K
zm?jp>PuLRkXMw$XUDQ1Lq&c+>&9h*fGXTh|rHURx0g)n4$$(o)#Gc{5q}`x^00B9k
z2Ngi5ANOX*lm0$i_Znic;KrN~SS|)o6`M<wG(czK*l!Je#t0W+2fC~cin`HfVwe{m
zm^H1IUK~PYG^XVcv_oE8?@2phk?7zzHMJ<fqv&I2jf^XBxoZSa5J7b<<>XJEP|IJM
zoNOItz+n+d0K0PK68Z^?0Q3v0T~9WFOs%g)nSAvzG8s1ENp^8RjLC~!Y(hMb;D}s=
zP2zDuMTdM8gzR0CEMUCmiz|rFxvtbg5H(}Hkao>zh|9Ug?sBCBS<JU#vx%?lQF>pU
z9${iQi&Pn9OhZqCpo*YQlFWeRd?6p8den6nogc=gCR8ouNSI)<*&$fSfM9s<t>Ic(
zW4K`T)e_NhOCGjS+<Ig_&{g&`6m(Cgz3x%n%__4-R;5JPR*>fwVFghWhK+7?nU!Pw
z7(_G~uwi+zF0_~&U1LZj2`*aVYAz^}cDA%0WS~T003WYdO!Kqk8TJomhoh+iUf`na
zNs`)J4vbd&53&+k>S)Spg)Bfqq#08O$Cj#WklO`Akb86MFU=m_t;}r~8?4h=XKw@-
zyIH9&^$dLum#ICM(_XOj<%P29d#v%aJ-UMG`_MZUQWX*AL>zRC0wttl7EdD3z7$aM
zY<PJ?wxF+@%v+qBGjCa@F4Bjn(HQ}mEm00$OTH-(B!oF8j{NAA(2q7bJq#<_B2l*L
z?k;CfjV0MB@<qnNLfA9MhcKxTzCJ`R;L=qVH3+3ltyzr=X3|VnK|3<{dU+RnN+OH)
zjqs%G#j1q+J53josE_xP$=QGev!S_CK`*+t*5RfPgU}aK*JJ%2ECR)s^I>>eHAxeE
zA)irT957OlPX)p35zdwu-hsl+%Dn}2cC8dQXbjOH<Ippxc(aF@{zVy=-s~|?C1z>I
zWmxf6oyywa{5Og^Bg;VSc^7qtls_Ji`;%UG+E2Z~Who#4-)cHGCxXl#fK!9E&(EJw
zJOUI>>3X23&2*{hVSCG#>CAc9C(tKGyZGWPonibw>esoAmC?M8Ze>Gn?M>=j*NDoT
zS{YwuWqeJQF<o9T#AOS;(alMBd~49_4mtm=JL${i1*ifa_HddF?HNr=h7u}JqWo#m
z#ko>q9@NF9IaKAN&s}0DPnTdHmn2n|vyz-)5PVRsknt0pgr8d_AejbbSpeA|BE=f#
zjqTvm%L4CtnB&1(M<s0#l!G)V#IzT+PvjitRXsm{FuO&K7lG13U2>MZpbR1q0-=&R
zkf<ZWZfZt#xjO`Vm6G-z=q5*yvG6djv)~(<vWo&o7LFA|3OP&D(Lv3f^wO%++1f=5
z6Y+E9Q@4>d)1RR1EtfkhR%k1}R0&=Mn-*FbUF+afrhX82y?s;Rtmkkt@rgIZPc9K?
z9vlN(VX2(;{b#b0xo}Q#%7p7Pb%Lac_=@;>B;C+8%;P?b6zV#}YVGLwu#aL$+&hg}
z|8#S|bN;F00W}8iUe_#$fU5od%K;~s_NXCt4nx7Y8RgD?ET%o8Vo4eP8YWO_#)P&u
ztog_ZNHGu5sucqxCd4Ew^bV~$*DqD7z?^lj9C)96IG|T3Cm!6q6?o%;C`T?M@~Cbe
z_4g^85!s4l$;X$1anCPo2!vd==@*}3D^q9aT2MTwPxCA%WiscbOa>e&@DVErXCh6z
zJ3v(9=<-9YHNiMce7XpG*cK@CG+JvjMDeJ=MB|j+ckl&6c&DlaIQmPppD7DJ+)RtF
zA$b$tPAiRQz@WX+@vKI$b9-;}aMnSHB4Eb|z_$J5zq??J+t(TzY?|*BPVc@HH#JyR
zSbEfU0x)cvh8qQYvO*Xv>uG3-@MCE11klq7q_j)tykwwKE|{J~l!+8LiOD@16sf{D
zgohfrU9C=o7ZYS#lEp3s?sXsL)QFYQOUO)|5%&aG#rmXxSA6WL+dkoaSB8lv+vYrd
zhrC7xcVOrkueC`M!Y=AhZuhOR-;}Pp;zoB&Zx0N7TduAAj?hoQ!eSmuhPE&3aq`VG
zN1zRoR0!FgbQcr0YX`;oiO#~2LvK96H>jMubUYryE1RKkb8CeEcF*TF<a%f=-j?{(
zl<8auSG=2Xm)K~9{GID9owD!2IdcnG*rQUHi{Ld9RpaYizf3!|6rBhhC<SyW)Ejq3
zW9EZ&sYkOTR>_2zVBHX!CfW(NTb_ld(A}gK^}O~ejG!&a1#5-5U_s#Ck!ENMYRJ*P
zDXvYJUlt_Md6tNmP~nb}jqcRlH!0NW-D<=2SeQEFWnTDi-o~)gBGFIg&XSG?vp^8e
z>yW0VXPrP@ITF7l0OmN7%+)<<Ixg<0+@FrBTiv65*S-F}s!42J5~V>La9)rG0A?{r
zGZ(<5AkAgQg`Shwrv;aS1U_NGSg|6<oZf7Pq=o3^tb@(<smi7@obj`)SWU}aN=i&$
z5V%Po@6_>7eu;JaqHYuBbKAiD;yBa2yL+8bmN=Dd=fOHMR$?Tg@RZ>*i);yBib>L{
z-#LT3_Bu};cZbB8rb*LlnBqul<}BD$BW##bGZH6|@(axMNQtX1WR1qmluCb_Xli<#
z%tRx}GDWIX$r5&IX0HYMJ}#AIBt&DzagZeaw2Y}`PDY>*(qEM~B;g$vfpG$rB~4h5
zIPA^*>D|uZR1?)3<V`F{0D=0|K0n~HiZT)`OjVZcV$)yu&mu9eSO!t-bZeRCmN7m>
z#dH1kq58K<!(@?#7XGBH7fw?#yvL|`o`B892s7p5HlLhQNohLe?O7t1hX>*^7sCay
z=S;jXR*e11D$NDRD`qXJ9#eBV^pYInJ7lC;vu9G~_sm=76Hpu~pKtYhPa;-w#3cwM
zP947leKY3W_zA0<s(8?^x~jF)B|4>qtRl3HJxj7BAr}?e5c&RqAR}13K16*B)fSqT
ziffl3c-pP;px^7?8BF^=xuinwq5*%~yiBBlXm|_Xk*l5q^xGI`!ry(2Mw`teo5x_q
zP;282scsj2LLp$^d4vSSDT-1~5foD>ol6X`i2EoeEx|0Zn%mL?X<pYIfX;ipsy996
zb~!{+s^fEAa$4(0{X3DjB=8}&9_9}a?9suLBfZ(?Hl$r^&|6v6Mq($>gHG2(pPQzB
zJ69DOP024BvndE&iPva`ayW0B>TfTPCWk0(mxSDF2>x_$TI&-+?#vqs3Iyw3hgl>I
zH+%3@!CH$Ou$2UtTIXiBCZjuHLn=d6LGBMoKp?xMqMM&fi8W4K2I96%lOoGb*^k=9
zbL{(apk2Ie<m+>kkmJ3@Uh@K6Bw`nKgjO=)$RE&_GKMx9xlBNpxW7h42auGBAK|t*
zHfPO>#U-g$K?j)~!}<8>VtNT4O<e`i1s%Mja%^USc<;wy0;lvoJobiFG#C%@1^}Fm
z%U;N~CpA#$DSpaMb`kOtP<twp7D@h=y6p!>Vb1ug8}*@tH5a3_=}d_yC`MXE^~@0Y
zX4UA3%!XMP7Zyzf$95^IKs`x#aZ3P@=t41}f>ehMLSmQTiV$tnO9}818OiO>FW3+h
z-Y!|qwy!Sdop$n8r(=s&+zRRnJcC-cpMU?{Yd^#oU1!-Jw5B0m7ryjj3QJg^n_eW+
z({RsJYKqR!Mrc}0w|uH06LpHI?}u$2%s&bc)Z4_gS10}P5Y5D@L%P9gJnZZI+q`J`
z6aiY7%YP<&D+pxd#RnaMFHqTr?^BCaoM7+V#&hkHtG(g_%jSC6naPo^-j3=!xw?Y?
zQcScFNOa1Hm|9T7q1Uwzatr8^JNb{@){`2a?apSfRYu&N6zhJHZEOIp<+X1El!gQH
z83;rtq~Dg3DtyFF-6i<YTu<0>b3wH%zaEk_ab5~_u+en;`w{arNUhX{o|A0sZd0s3
zt1=7H5{zIa(IkK^AmC{E{$^WHQ>!R5Ki4f}5&y2<u*;|6WC{<|b<~K4??W>`LQ<$>
zFYKl%9#f?OS~uqxKB#jYlQaU3M*1NJ0;me1L~j}fd+4-(5w`YlHlzA<3AUiQb2B7J
zztrr&FlPeP7-Qv;dsCM%PH|8x*Qo!90zdOS$42pGJ6E1$dG04*#;Jdi<n7QEF;XbM
zQ?{gW;a*v3H6{BpJ&v{_iU=<y$U1BVE$i%y@m-PG6ElSEI@WqaMSy%s=JF;1zR*N_
z6voTMvw+u(djXM7@c^M3i*czI(SO)gf#jLT1UHB8I9Zs=uy<=$ZhF#QlxXwdEyOCT
zEMMU<j~0qbET|p0FJ5!`MI46|`}usub~#!ob*nK-l&jl=$qZ4SdfTK^t_fyYV79wL
zmPV|Q?-9x-n6l|gz+YA!&N<T5m!t!1@Fk_HWV!pPsF=jG%Yx>#$r2{=OMO`6qkD8M
zh-C1Csw_Fe_%D(~kW-W(Y|du%PA`2j4p5L3&9v;)j9RrV6kAc{Gm^dUcAnTW<$+Ze
zDgd)@bCucSA>WNAC$#b8bzEzRMv;;y(Ri9QJRr<NLz{I$hEHITB@Ncf?Axrj6(0%p
z_Ih_pZA=(Yh3q<Asx=I0gfFP-vqIUA)x`~GB^wTPe6uxb(aV{Wqy#K4oE!&&Pb8g(
z;T*d+a2KoqgkOBkh=$5;ptTfMFKZ#(7zw5$-0f1sj(2AGpknKOLh-`h{nBHwd|>m$
zfcF+oiD`j#u{7iN`F**lB)pxLgqOdgk?;bs(I5+J+~bW7S_+?CNV-8y`c+C{*QDZH
zjHB$h5Iz7v2pI%UE;Y$(FF5L^<KL>tCOad+iuDM}D%GbF2mZ4Uo`KsIb(`5Z6X8qV
z8zjitHIa{5e;R0qkpR}cc$W>k{)Uaa)<!)QuAB(hcu+7gLugJ!iT5}cgI*$#crn{n
zq-?-Mxt>{hmu6oRuEi`4TK2hwiPY{C$<nkBW_7dJ&iOk0vLgCphWMkvf7G$v+8Oa?
zmZ-o>Gr!xiP9>&`hz}6TchZV@2H-)FgF^sNg(`SjVL-ql7#Z*jPA18;C2m^|Bx1KL
zaDD9x4nZ;T|52G*RwLv#)q<9C_K``2#Zy}**P6Fp<-u&Z)Q5pv*=sxOACgt2%Lwjy
zodXY0hC1nPs2g?-nIgE^U_HN-LJn$2*7AJ<Lr{9KW7B%KCiV4{Bw-WnTX`9<esLOC
zywkW~!VsC`i%0mI-Nt|(T{a2IVX%)0wW5@-KU1ug5SK#&U(f2m76IDSc7P9^MD0E$
z)#}cc%_EP%SztX$6KHH@5<oprAzYkv3uTAUr~vbBPmc;+GlNeCo8VKR<C#<*RGhPw
zUSL5vB~&xaf+A(_AO|FB64P1%z1RViHy;8ca~VLmRd^zsIYOJE=N?)+=X$s-1jW+C
zR+j3RAPpkb5;KZ~JaMCmqF~z{rQvUwwchn-ec+vgFgUoFf}~E({iA(0%kZ%as_z0^
z(xH=z!|C9^2c<>m0t$6yt&dz?0boInIa~GIRNL@ym5XhhVP?TmrEK3ocos)V=)m&N
zNt1CEfpv~suBnH|r0^{uEhvlFJ5LoUBB>mG3oqZU@1^;Dp<;IAN!QzwWI-@*2d({l
zD0h6%`!s=yTimL$8e`t+R&rahc*{YNe$7TXz5lul2P;|Z!szvPtksN!P-bXjKeDHg
zcG3$m+L|&jat-$JKG{Hl<0<<L{aQ<8%oOWqNG;!4fvGU)Uz6xPZw3Swh1tIL*|IX}
zR)2XiI)oVt0}bRwoEC^}%TtDS8*Jfk&hTZr=UIvd^D-q<X{<CbPlDA@a!yu>gj(3}
zw)&J%fO&>vb)i5!UJ+l&yF$CdUz#$6Tt|&-)j5h+x9!TVsok*ya|}1RoB}VBsyv*I
zR1P>&Q0G{W%T7PjCtHemBWj8x7xL*f{z)^P!>`wurxKaKPzjr0kF&r?Ng3995249B
zBiBtBG4hSpPuyLNTJ>Gv!X2rfD~pL}e=;aZh>4;=1%?O5ucLM(Es|UpCO6Tc;Apmc
zZ`{8KI8pOU;C<x#MVW>p$UTKdN<RVnJ2JN<Vmqyc_^ezuvK-Zz&JV@+S?NdUaIGwf
z(8n(4nM%4qR3*BN0LvDV6b&D}uWt$uToM!JCUOINB*UEg6d^?f|8oM&+*NLGK47<k
z8V*wckLuIytR9qMnz}H=K8x%o8BmlKFT0uR*Bkmf^O!poWJyiz)~@b&UZ{zHNau)J
z6ydgRc1TWk@-A8;y?M$|X}Sgvkdh3EFuh2sW$Xw<ni}q`!)&Pz%}E*6p8@g?2g6nL
zqz!<%yhjV<_ys#`8n>o1A4id8r+ONmcBj+xn0NWSOLEf#dG|$MKeCSNaaw#CW3FBU
zH(3cXP}{{uOQc@W<**)C%ke<49_v+_PZ7wOPPU(7hNci7ctKr$bMETqN1**IA*OJ6
zWc-j0Xr+0fqKB>WMOYx}QvoBiwBeD(*sw~A1HjM&kOj-#MF0_d7k|=Jp|jnDh#SrL
zj3Gzp&cbOA87&$IElQE(`a!rbvS|ZR>Av~Q+MQcni@3^p*TI9<3eZ>FTTQpGvG3-Q
zhD=HfSux~)u&-LM%?SkJ5(5eSaWvIx3-I+>jUNfUj44+$L;ru%0yDHpN=9hd+y;=s
zU|Jm^6QCN8P?m;1OaQa@MANbGz37@9&)GG(h$k|4BP44vj3_YrC})m1ny(;_{n;F?
zK+3YO8sbs~HDRa>_=w0SRWdLc9QRUC9_&k2o8w>n`_jfKb1Xgr%xf3QM<8~y6bNy<
z{qC$wORlAW;A<R@!tTYJoD&vjZp}GJ=R~?+g^ei!ow_(4C9$Xg^!J}@7sy;19q&;$
z-Rn>Z>${^TQ6?JSXOB<Lcj-x7V2XhP=Ep@XF40M(QLY3}^i#Drogz)XJDIVtX`gqF
zhu$HAP8G<u-|G&$xKnkn5P!qMw|A-<aD{a@2%*$et2Ke<T!jTLQ(B%R8GH-{#yPql
zw0^s$8EPRjwOWr+QvGvBL$qN;`V(CoU@6X~rX7%4K(|1k&_yvKk+YJFTf_GU7%Fkr
z;h{Jv0dXcEpZwU9U0~|Q)zH?tKMIb7Js@CqpVBrAQj(c6y$V$kvonL_E2iRvc{n$S
z$W5TstjMx09%jLa2}&u3z6F*8(aCft0Ss^K>;!BuI;^@qTvac(k5jQV(oAmBwT9uZ
zEl)MS-&7uo%tD~v7bF9cx>0z~@^p&AEKapfZX8dfSLoW!(MV!8LJA@H>9$>K&ti$P
zz%Aeb6dAPpkr&l1DJNjf6AR@l_}IzaxCsihhr51B7y85kYpX{e7u(>tq#(KNlc;4n
zSm44>69&;<)J-nik~rofOIP0^tj7&<8z4m1SS8l;3PPfi_tzXolP$|x0-$y)tPvx{
z8bE3yBClB9b@p&@M2U#PWS+?H>v|}DME71aWQHKSZ(0^9+oV0T=3G-a)R2Ziro=x8
zci2GGRV%08R;taQn@G$(?EBLKiI_bonL{D6(!wZ%Jt0@`<}s-dSUkr`pGeuFa6dCr
zdf7wC%>#Y}83gr#+IDFAgH6~EE(1QvynB4NLSMtP0F7xs^kj|Bozeq|D!1<L$YHnI
zAqmUxrueL&RTbwPBcg@SeUCwOY(Diqm2Wxd4$&ZD2H04rNe#$&ziq$x{ic!|(qB2x
z8?VWCl#pESK&|F%zC3Ilgt=g5!)9g^*j+s4`k`!_mWm;Zrkp)kE<veVy-?<ywodHS
zst@lg+le_ZaRX*~6ZHtO?O&Kox(MS2=BylA-WVkQb23F5f|6|nRS-}IPzC%4!$hiu
z;%g+#ua<%#ma0>{hJmi$K;F{$hUU|X<jpu+sD$VK<H~0%mG=@0;EX^sk$1Q=I~+76
zM>%H(pIi5KEN!~eTHhZ~1K~bQbGeuq)Qr-K@Sb`-nD#pGY-vA{??0icCMq*>Ep?k(
zd2HOKTj9~w0=HYb;3*&YG&#czccUL3U(kjQIZsvxNZR$OVALfzo77qoWT1|QWLFsX
zA>%*@r#M)i8F2vf!m-vh1>VBAJ3tE_{Kly}U${&DHpiCuS}vSatHOGfHDbf3KuIJ@
z1m+7{=9zOI@?p))fJ_vMUDUjWl?t}ByITR=&CpD=PfdIBf`rk+pkP#!BS+AwNLEnI
zS~TqG8*1uRNHU1o=||MBo>U^QeYK0=27X5%(dRfy_313<+4S03y@*5(@sz$%t2G?m
zq0VHZW29JFxEt!p(NZahelk-o@a#aa*cR&{g-VZE|K@0d%YmSeSp>O1%_d#yEDt-N
zb<Pdi^91oY;3Z+O#(cv>{}C+_rPr=b!#ZJo?++j|Ao7}*SCfsHkp9!?&Cx*$*~OVd
zl0~8^je(p)Pc{})ZFfc<EU6CQA)+hSv|kVi+jYpqT|S5%@d-6*Xf2MKMV-{k1P_gx
z<cT&u3-)8Fl@(dCZQhQpGmjZU5WUwVfsB*}+bOc;b<F%cT2INXTLN<MbK+fKF`!O=
zUM;x0m-}71?{vBfV_AMc1Y@`0&L+w~ahpQ2FtZZg+-ZKP>%kt)9ZT&cw!r-`@PDB`
z<g!nhrzq1FaD2@vpI;Ny-URRkokCIM1;WlS{9*UQQra|&%AG)P^ylbq5>2ROJQMd1
zC)OZusu_*0rK_kit_pSjPXBJNKc*JeX>BMO?lmMhJ%a%30`2MrYx@s8s84rg!~LCC
zvw$y1(^}*MQfxHJY8+xaYo*d8rW?T4;B@NUgaRqxBzRd8q+49)bRW1R4=$_QORJ?F
z$$10O<>PP!@VU)?z;cDNV*V2?hy4i>`yh?hC$bYuH&lz!tAcY%P?k8S%mc;LLQbxB
zt_Hr>sTg=d_+Pl}oAl?w>>jyBE^On1u7qN-`pG84YbkR!po9H|gD3W)b5@-R*bp#Y
z!T_HynpoRlr{K5@(cZ~>2JMH|MFsgC5t_VT7*{SOhr(dljSRDFmZa)THKdD>7pO<f
zcw%;^LYUZO1ByDs>0b9MQaol)Ga*K(u$_KvZZ#N#b!!X$JN`4*+Df@5l`eq*cOTK1
zm?IyPTvM&vCV$)D01o@@1l|#nkHQ={HpmOE+aPLuJt$i9(k{YN&8Z97{{9j<w`C>k
zl#n;l{eC4<?``Hihk*663+P;_?#{1;GmuEl0x<=Px*E2idkAl*AeWiVj*=uu0L@Wr
zsh*5ASqP#BZltfTY=jZb{v%CeHVBQSerix}=5mmNw-xP6_N<}{b?IYI&{FnM1d|@T
zK;)}G)j1`H#*>SHc9c5MK^T~H8(VM(lRj>6v7Jk;x4^#00;_aUlAw$h#i<*6v5a(}
znfxrafg9<2+S#K^c((CXxhO2mt-bIXv9N>u9HhpnQQUJv{kw}DL2b3QZ8hIM&v1+^
zQ;QgYaO2s;IXxgN7t!QS9t#9A`I7GOz3R|Hm^Jg9G++|Htj6dX2+Wr{xK{Ah;L<7A
zI!zPkr-WTepi>;d>#|TQ6;H!L-Ym@n!?xW!o&XD-v3ReWFEuYuwlwhu8$rYbeaE^N
z=$I0$Fk^aC#XxXX39ZIE{;TafbknW6QWp-Ot@z_^9PJ>B>?*7xQCnj8uxJ$(hgonI
zdQYwiGX9f1ir!vSWK04l!D-NCzYOuE>6c+XRbnj5=4MDJOuH!NX)R)Gg0~EBRJ|@+
z7k+wc<5qX7+XwVpD1$Y9uw~eUv+8bAOkWT#(5BHxh>3#*5>y)$OnHe!$4y>|w1#CK
zLo=1hF?yHY>JM?7GO#pDE^UlXgryogQ!R=)tY0R;dtv)dtm!g}Ty{~aEEe-87`KVD
z;xoi%)l_C%hC#}+gXtrqk%wj?cS&~JGfT<vbHD(qiUd6hUAD~SigP3=0qRuO>cnRQ
zu3+2h01G(c<T@h07j+nlWr}Ty@*&7Aj2e{~1&B-%GXmiOR49g<)t<QKpCFWW)yy~v
z5Q(h85}<#%-)l7--9*3jK3!J?KrJ<Hbai^a?uscGZw)U<JE==0Eo*aj#IzHnD_d+i
zC5}4g;GBa+8>TVsdU9)>BVM`4B18p-er(A_Rui2pbnADZ21%Vv^cr1aJbtf8AKcdp
zpppiKOZ0a^z77tm25}Xv9%fG@U|V%_fHCO2Ei~1_Cyoxep8#9eA$Q*7t1cufU4)37
zy4o-evL35UtwBHtp4_9x`LY3tB|vrsv64up#er_@j)EL?MIe=?=XMMeJ3f^+EP~W<
zqhVlpvjGB}FGN>ilQ$2{Co5i+ak82qY(>tTB}09Vx92zzvM^@B<lM}H3t~xRQ`Bfy
z#mF}3uRjSSyT@cDxKL59M08f7ViI?r1Jl+rVW9;Y5#xgz9Njspg3>tl9d^7xM3fR?
z#Ig_Eos+33GQH^b3AJm>Dx@wNCI2K+CSv&A2Oq%;(BM?-ZUR}F)^b?oSF9t;UNSpo
zKosJuoGnZjv`tcrBXGyfkqM!#@{6!UoRVch(GE5F;uinN7X<mQEgRDyNp_a?Q;I;a
z(=&)K-`%7FcDM|Tu0fXVceiSQ1TDS6pfzofaYm8~QfeouUD_~Z%~5Cof@?k4kgF)&
zwNe8kNb#_(Dlf1hzXMV&%<u4!jUx*(pU8YwvzwaA;;YiopQ)$Ni|BN&ESV&C1#FL4
znNN~yM4E!s&l}iqQc*1S*2wc{wLy~fUp9|WK1~tWDgMuiWdIO>Eu-=>&U&CbAGbrD
zokdwFhk64~UI!(vJ&M#O??VQhUG^dZW9F=MjiU)5W3kr`fZ(fp?{p{oRrf@<3ws#x
zGHS+ylnb)d^YODX37Py3RvzEHEztLM+<DR+kIACQS;e8<w9%bv1qYi{qOc-2KGRn1
z42r>ehvQmMBbgXfNUc7CiQ~Kkl?~jwJT9sa6i(JNPe>-XyFlAP3kiy$8tsrl)AFH#
z0B(cByQpOOv<ug+!pa=u;^Do)5b>#S{Sh)@PGWhnWs5q{=-wL%7abHzm|iEb37!Pm
zAfD(;YuO@-yOv_86Q_ZPyp-M1fML9U7}Y={qXn!hHJLDY$;t}NZLy9@j)+SSC_s)2
zqy<<5jR&+}YB1yKZoA`+s%mH_vEe7QL^VTBnJPqLoO|ISlq4FPB9JiOLKP8t87eRW
zBPMbvt#cHm+iSd}ZsdZxoaqXwn)5V-J{w*}iqrRPWS?WpDPi6P6KyT%vg`f3vx~R7
zW)!YX@1WBP3WBI6DJVG$ySIaFXrE+pX2RYllMM2B!A%YQ1^y~lb-Fgj=Mwn@GIIZ6
z4MW;Iy2&$kixmu6=>AS6t`K<D5RqK(wGeKfqi+*C1*t^t1U@+jf`Dl>iozgG96W(i
z;^P}35oGH!QbBeywF#sfGpSFD1g6HW@2(dVi@`j4$FI_t>}#MP42Z_sPUnR6pCTeQ
zakh{%PY|Dj4t)&;q$=m^79>=)Sx9#UuS2ZC$f8U|7*S`nud+#WNRI~9mA2D7;KtOc
zF@UuJ&$+|bBh~h@y|O<Ujj542w}`yO<%qZ-Rv3FBpExo*194#zCUp=%t6JAV-W=y`
z+ea#z?)aY+EpRj1Br6_vsg1D(!v-gIKegjZS`H?IdQJGz(g3pkfa6SJ>4pBHc_8vR
z-hfE0|5G`KO#E5vxP2n?I4CBlD;B4aXvsBLX2D8=0&^@P-jJn9hnu8yv3Q#o+b@wJ
zNGc7%wArv?YQuMy62lOJSt}KY%niYiFZ>7>h;Vg<qnhAmlE}2p`IbINbpLRMyr-Yp
z^Es!*R%vZxgIlK>HWrmP=Sv%FI7u<KMQy5{!yEftHJK138}=%M;m~ZLeRglKKbYXE
zKV*P*hdxIgrMIX$N93mJ9qmH~pF*RMtBlSMu$iQw$#eoyuG4@?9S3C#)ap1`NP9P+
zRm0n@ZXh(sOaLbE3g`;2FQ5~l7RS;hTYj@6NebSraN>ADv-6;fi}NaVdus(`i<tmq
zz)sxNqv?*E=Lp1jTo1E^jxY7}A-5Yk-auY=4)?bP0)F5%+*iyl%UoZjL=VrkI-ar{
zTRH#>l2A#@LWhkOPu5D<$P~ZK8K0cg0>)@nN%Be%E?uvx(Rd2Iut`xxy0(KEtcT_!
zr{pK3Br!{c4z6fbDDXWpQpBRk<l^B09DM$xoDj20Gq0oBuXe6M6epE;dBzO9yd{FB
zQCozK!Soup^9j7E)^ZKu<vWqc3-!1;npQV}HXWkjT#AsA<~F;fA+gv!6Xwv!Cf8fY
zqxmq9rQYlsHMk4vS;Tq-S3DPy8m?RB%eSzCMI@27tD({z5k)ec=iS9bNMJ5VPNX)%
zG2jWSsaY}&M+{=pynoB0#{{|Tq@uxLrYv{!APBj3u@~575yZ1@pTQzYd$wS8ZpR>-
zv;d|cd}_opPX^_=plNGk$J!Z`Xi0<0_G79)ML&cWYFI3IeHL&onDrjd#)i;#V_Voc
zHaCxtEQaq_K)6ERvEg+E&!*Ixv%KcixnF@#7eM%sNU>ApH?kgaGlB`q4&f7T^t$72
zkMYpjvGIo}d9Yvrs_$x!3=4qcPqlfyTQMG>X<SRR-!Ml!IIRTIj1Rqz4r7mTzLG(*
z2T{SU_2Q8z{5<suoM`8*NIft?O@nn%e^WM5a4?O*mEgu1(>a+uu@z3VE9Hkde%xG4
zg5i32%E&y1Y$Z*WeyUv~XV60f7@}HyoA=vw-q5UdtR|D18b}YqIarDl-W?Pq88%rH
zqw%pjUe}DvpmBO#lDUT^$F(-K^EK7V4vrZF&)J9#<QOk3?OU{FZEpQR$ywLP$f%3}
zip3)V!3l~+(yk{MC-c!#L=1g_Do%>a8*(ZcRk8Hn2ekg=Vxwen4RPFHaiM`eOjCtg
z^|}fC^fYE1tRBA^i*a3K%!4&bVF#e5U?(?w;MrZMTk`#<P-eW8)}kbDE+qj#J(?T_
zPAgJ9N$GTUE)xU7ewTXBh_<6p8<LU9`omp!^dxm>k!BB6e=QC*b-^MlOBG=lAOTm|
zrMnG`74nH`+<NNR`XQ+u^2r#D3~2$D@QuAE;GhRlzG5ze+PoaH)<iTG#-;1UYf?m(
z>veBn$~yrhlqW1zawMi5!I0U%jB*fQ%C*LWey@LLfZ7-?h2d=7SyN~U=*dY!OPqIl
zJiWyca_)dbnO=-z`I}vd0CMTc7*7?8Nw@G&6A!5lo}C4F1}cKR)d2ATJ1aswbFnjm
zcrG)<W0yQSXQj!ZnI8)i@!o0+f2czSBDMQM10CbGf!P9R_jHC-wA|HGPB7eOsG*hu
zE3wfMKx#R75`)SyxL&21Lg$bTt}k929)5hs-hN+Do|atjiY83@0K$&^7lNG%Y?o8|
z>o{8q@p6W%-9=d-Scv2#!)OJ+o(3%dB1_)tw1QJK!xaX$?1(O@Zh})}je;QzWHh4f
zk@%(HLfs+r8NSh51K}grnL!XcYqa#F`35lhu2o0<I~DQ}C?R)B8LZTNFldS3<y`Fp
zjg0A)^Ebo%yI?ChSd9F2m4Hb+mAB38&9okH5ivu0t5wa3zY4vG?#lF9ic6reB>31d
zHFJ)UBxtjSv}AWKwt|5ND*zf7$S%A}2uth~<z#t<nR#hTvUM`I*N`qbVMvt`O^(f#
zRdGZxwewC`$MxzA%_N!O0o%Ny!p~PXh>+_lh-3ln@4WA9AnnqphE|6`#88&dm`uYi
zO)S%FZjOt%*S|S968puwld_wBodLHS4+s8zz*%g6u!*xXLk<+09&r+vqdGrj?UZG6
zB^LYOPL>+5P}9W2k>2R+rB)&gHHOQH>DpP2a#CVZ6)to^OFiuB%)xlF$Wv>E-DGDa
z=gDmmQM7;&UGHSq#tj%fxX;f!8qhyFQ-C-99lCoForj`!CfhJLAYZom)=n!L3$h+8
zz~k%+?{J7)?(Q~aOFjn}%=t<(7^5Okz{m$_Hh~D_)b-QzUNRY*@ws}m>7>#TRIfn|
zoHjtNYzJVdDv${5MN}(+ZV^a2RDTM_YYk7svnPUhoq=HzBa+G)5nw-H{tr02E##xT
zpSHij^0GF4^tPIGfRzQE3LvL@mm$|pN+!fHxE|S<Hi{H1Ai~@a2-r|F0jEHU71szR
z;(%-;R;S2#sns<k2;#g?QTuG3=;5S79QJTHqBdhvg~I_Pd~Cr^^~Vq#n0F63z9h>J
zq;`vvZEhSK;Q!0r<3r8BV&#y>UHRulXScP6AQ2*}DAU!Jn1l<6dY+>r@olLzoFfBp
zG{{)BZR%JOFQjI45W$9+g-n7W4)~Oi_3ULfI=xm1YW8%fs<}wn%uJW82|HOj3R35(
zhP-~rHt$&np-Y0FQ+Q=QOcSIfL8b?3)j313#hCD>@Anz)q_%{E^)U^)^&4fz8`@N9
z5XJI2f<}I?zi!vS9rblv3Y%;m9gNZ|L^Wie7cGU&sf!dYv~eOOu;Wg<<6_(d;8L99
z34vgERVv34F{D-r*gweWi^}sBPapy5lNUBbWdXAC?nl%c-o_*JA4p2+#7g#&Rfyut
zmJ?c(cSN~4)F(hMzY2twLp9c^E$v;QXvgzeIT*5if>R^s1Q4KaF|^c5U6eH+7{rG+
zXgt5toYM1Rje6C2xWNC4QyDqy9-y-qvc#PD1;YSN^2Ef{BzqE6&lzy{7Z?gJRVH5^
zJGG?jXTZ?Tjj6+6kp(*O;f=|Tu>S(b>eO!BBCQ_4az%`a_o6_AIV?(fh4@9-g&lq%
z?(`)-ehZqw%v7NqwuMsp3aouP8s6@28`e&sH~k)V`6(N`Zg7tj6vhOKN8XCF1JRy;
zj6#M~#={F19m<LE=X6mKaqFULv2M{)iA7JHnJjULJd9k%&>Rbcs7!P@ha4i%T;A#V
zF~h|TIv$vT*YR@{4i3)+;@v@#Oarfr-%OuZBbu1Roh_(FfOj%8bI%XK)NDy7mT|DY
z&q^&o@AoS(%ZN5<t7F4l>?)r>NL3$FFJ$gzBFh{5xL{dUm@HK0S2DLz_)e{@H+uHN
zyn}vf5f(!&ABi+s4*7X&6k+lzIPa_n;im{T$&?t5I_#xUuyN!f-M9dn-RwGM=m-Kb
zI6#f#!o|Am$)Ls%I1=A41sefGB5_mGNQpayfcsQq6br1md+GXIn>Q+_nu*G`)_V{@
z$Fu$=ZK6zkqY$u#BNMN00r<qO;b}-@SU|YA^eiGFB9GLocS+YEZe{31%z++?sXt&S
zuI@%^F>bjaucxWL+k#pune-pnEbFzFH)lw#Fsh>!W2|TJu7;fSRz*P=t1xp-f$YVd
z_1m0Da@&@G<Jt<NzNYIl<r<3xK!m&&BkH*xSb+rtp$#Y=B98r4<+lCd*6kfOH(c~2
zme(c|*+mcs0>_sFc)YZz2^_~H{)b_zBqq#YCz)L_`Al}3of=`7NGqU9Jw2M>gU#Gv
ze}y};TC);vA70(Od$&R(s3|45BRj0Ry^_iAI_bw^%K|qycM%+Vfk{1JWI3kP6xm7>
z>OedQ++LAamH<1V<kI;~|H0zKgmaT$vwlN?&Qk6p*QuHPaDn=A>?il8pE(%g8)sRV
zwPt;kILz50d7mjzjalEDdn7WNWu0?8X)n-qk09f0HY*js!{Vf*&U$~bohe%n(?~c!
z)S~M;$VQI464Q;uS`A2l6ZCd4%HGG+S)c49pR_La<HYNW2<Z}a5xN$|SD4J%I=Mh#
zVRdVO06*5cMRf$EQlb^}a)S*94S@S@9`%v-%t@{A!<u^(6KN4t<GQlQDT_saj#@jx
zhe%wH#Wi_QoQLHHO(96*`3`~n82b&j(ScnK?#kKuP*DxWcm%l3+XJ#;TGm4T>fuTU
z2m%3m!0HX&Lk=xAif&irp7HnvaXqe;CBULm4Dj*km@}i~MsxZ%_GwkDEDok&ZzwRJ
zJtFw}K3X6=!Z0CyNkQMhCw1T1p(hUrE$|nfkp=5s;$up*XOSe|0D&?za^Yxy8!@fh
zxVDm*GK@)3cmDI-DA2i|0dFLBISXye4Is_OMo#GL>t#)`#m$RSf4AL{66REi7o<Ar
ze_}T%i?BQ%9<9Pbr}oXm8#BD>jyEz@iO!&ibfZ}eW8`(^5h<qX8s(Vj?o6OmRs`;k
z*+W^iah^N%_PW!4pw<~iK*Rbc`;;Om=MMt1ly>ZUv5O3rdvqtG2ZH=eS*o0^^L@eQ
zDnQ990^fsf7HPYIJ7`5OX<gPWs98$;K<E`WHB+bi1~&sxg0vv!r1*vUv)Y02VG*nj
z`Q^H@?#$4+HzI@J7+5efJUch%S+3*?BjxvX&qDGgxsb7By=5GHfe{iewUj;Q;J(D#
zMw5l$WKXxv>QdZYq#A;e(N2kuF`sAYR0p|Wq%CmUh<RhoI#amK0OdLzKn|S#p^yWt
zfg_epR84jHaCR{4-khpmQ3EY<Hx0H|aAglSDzZExy5W`I`M`*saxusVyAC;O4GL`M
zBQZWVpd4$-#u#1@VN!H_(QCmd-xy?12;lRM?jYz;ZTF|ghg7t7@nW_5&<gEVgX*xR
z-VD{@u<)qcYr95jbF1N^f&8sgVjq!-8C{A&=BM>KDfsJ4gYBe;pot*Td~z_gfLOFg
zBPB?oQTisCNsYeAsjI55a?0&Bb*vZ0L<xC$pfr!Yb4@!JxO#xr62_A`^@|M{D-R}#
z7ikt#JOvp`wxxI`^O6`8hRCRhD3NswaE1h5VW=!kQEcj}7<CA5WXW0wVe%$0f2N<R
zuCNYzbhfCoDswsf;Q1oDg)9D8M6)%2g+;Zu=2axKHBbLNYt3JYta<)7XU#W=hWft2
zQSqTa%V=Ps=#^Pp<)Y?kU4$6j8o^>Hrf89q8g(i1b7d4`QaMwD@avReDplFYXC+3i
z2@cZ!5?vxFda8do1`agoBT`gzTA9|v^4tX_eQ-5j7Ep<doD3Z$uqK^oGq8eQ8_NMJ
z6uy&;;E>(VcB7`@&f|g8L9w7%;Df@cik%!1ItL;k$mz-8=B?%%q8C+vd@H8a+~6d#
zJGs0B5S<cwP`)VR(r#}UYny{{bueD3rsLkw1+~e0J{S`_LgS&{g1gJ<MX<6H5+Y+|
zkgyQ{h3x<E4m}^kQ4+U&mk9R@D*0D$bM$f~=#13(v#g3z4si`6R~ZGEWRNP^+8Cj5
zzjL$?e1~o~xZLmS#r37V7OIUCNw5b<-ki=RBixKdTXLImwq5>q(iJ%@wJ1Q1pUcJH
zp_Z|xk<d>XRcWsd`*)E;dUMhp-x~B#4n`4}?gU<QlOr=nR1?JjQsJ&88=PulwHI_h
zeZBSOqL+ZgVXr-;0ES<Oodsoq34lUepw6LUCnOu{!m@@vo8H0J=kTZnnrs2WsW;g&
z0UEXU<rTrXPS#Bz5Rn4T1vLPi5#Sn9<v?-8?H(+HgBIudK-xeN1|vC5$XPgrIM~$l
zT2_X#!Nx)~$QYmUomo3E4$QkhwbGK>-#`db@>mcI3xpaG{h`*W<9n(YtF~g#Mr2Ll
zR&?#jC7PEBkjmm9MFl*x-foHb^j3pQpN)djSrMgzN#rzyH*H+mHcF}4eD3lup!$sa
zc)6`yqm@%v=)w|>r29(8a)~0I#A)ZFvfA4_pH6P=4QCq&7;qIkL~0$x_l<hVCrHgD
z7cz$8QIW7j$Qb*(Xg_d6C@gF%2`$?iE-sRc9TKUfH0x^`C-s9u63ex0d^Q(sB&$h^
zdxc)2A{qlYllM1T&Jgv4)z*7T$^1dut9dv6EqSpkjO1UMGg7_cCj%9VA4a7peik`3
z``ypx+1TN_fY(E~nK5=?&JJuyD=(G6{G6E;?)SyJF0-!AQa@amucii_^V3gScM)uO
z2|Nmp3DFe9cT(sGG?}RXth}Qolm0bufr%gij44+4Xzz*Zc(8Tu60VzvwM1>-wnq4G
z_r&-0nY47B8o{)RBsohMQecklM3m7G07E}?pN*DKeEm?&JPbS9LJmnMRD4bbIG>_e
zs6TE~{s7(AGVCASoZYIrz|yA3>Y@(XN!ZoyJ2kYvafjJXg#$V4_Nezq?@6vJzrwrU
zaaHAzi)(2yrDQ`LfXwCAKD2AcCPU~7y=mzOu22W)3eR6`KU<SC`WQ;KIt2bIt|cM)
zR!_Hrb_H^RQ?y>LHeK^4w!`n+6w317)_8}nOe~ZK@6bwV4DwormZAN8{<&1`h5$cy
zWC8!w$Mdj5&M=F^d67Fjm_Bb4@P<Nkc}Yo|owVGX!xQR(!daejUv!ifZIIbR;L*kE
zg=SUD?$x=#^|52V*1xw_pggr)fjAp<Ltf@t9pb*Vd=(L9-<b{bNddr~idA1=PPB2K
z-AR>xv`UpYCwu|mgZ}JbFhoZ@Y*G3mjt)7qB5b}fw>CczfUp6uJHk$<Ofgo8?mQ!)
zh(1?9eHvr2Ik8q#4!lqfA7UrT#9E*|_u__%$Jh8hq1k9=ftg4d2_gsGsBiIWLqC&J
zsEl&XXeVSx4bB{P2S>&N+7LR09D-FQMzK^?SYcH0E7A$oPzc*UG=6CDYEkE<XThok
zw(xHc`J+}!A`E8tx5k1u$4OVI8-)r(mdP&Idglr&vzR3zs*;3!h?|9*UV|Jg!#dOn
zvfGK>bJ9RL5D~g|6~ZGU?-6DqiVamq(D6pr(aJQ2Y{4YCBvv~T8nFqgD*0GqbjXsT
zRRHRPQ0Vmr8s0j~??971hWWfbRyLbcLJsWtdKAF{5yJ%_2TQK=^ppPxXLmx;k-3Fa
ziK0?C5<DXKG;C0^swfzkapuwIVm7Mo0>T6k3K*MX-CLIjTR;jB2f_SXbQHI{)evdi
z6r}DPVlGkBaJG*Skwtq?{1tHObaTJ6F*rIP=8~&e9P(8^{~FP_bdIxPr#i!<kmTrP
zRB!+;&oPjaC-68dgi$7fng<pv!T}-;KQ9RPe6UY6R=xAtdDpblHp^6QN~3iZWbTA%
zqEja}*+iirz&)&VaR9F_NEd{u)f^w3<2V71_KXVR&%x}8mZQ%lx6pV1B33g3&8i9=
SP|R7tk*JOWOc&h|_x}NG)(N5j

literal 432770
zcmeFa34D~*)jvLAk=?`{aUr58xDi&tHGrdoibfz7*91aXWQ$o8v`8>SGRDzpjip*O
zFI}Xq)wETMQNw`9q%Jis6|^pKX`L~saZg>~|NWkG@AKSAGN`}y{lD-3|M|s_%$)t)
zbI(2Z-sgGlGb@AVoY5^UEnxq;1x^hR%FN0Zl>UpaJ$neuf3gGP1AXxC;K0FwJxCH9
zDWqj5eYP9b_OrK81A*@Nq{i{x6fwSAwtTUl2P+yD^v`<8PulbUvdvfheDF(Z4g~Bc
zS|Tvz=<9}WmA>KI0>RtQ?MCT9>!6XNdz5Q2axF&Aeg=&H_S1^9ZTx?Rq0i`+4Tx|y
zKLV%Azy2qA`IqyL(mDJ-=NlEA^UWl|+t0^_3mCAUR_=Vr(a-PuXZ@UJ?4^oJ$oOwR
z8Atw&ShQgFxG^IZ%{gw-f+c0kj$1Z<+;QW^9AC2Z_)*gC4DgWm%yV<eF5#hn1Mxq7
z-WUI~CrJOvX9ui!_Ofq3Iq;&!+qbT(`DjM>+ashE<A0j(h5sx2|0Hu{TF*VI(xju(
zNLz;gug3pPtNOmsTyX#9zN>2TeqQkSlY2aJ`I72ezwI~vlj?&H`}VUww|`SGZ&>he
z=j^+-|Kz~@p1)o;W#PknJylf#(UgCa`vd}ecR_s!jpz!0AOhMI{(J<XEBwFEz^?EM
zQrMk@W_QIu5&`N8pGbi(>fbg0Z7KL?A^2VC&rRWHNeVpkA+w8k4o-o;Ek%2K^zGW8
zU!>rFF-3pvn<5UqQ{Y?sb#3=oDf%}zMLgd|@^=-_cT(to4)N)V|L7EcK9fSvWhwao
zkRqP(6m}m^k++AXusbzH{v44aK7kZ|Zb_l%loa?UQ|KR^BHwOK(J#MC(cTkMjQ8a!
z{Qp;q_?(x*pKDXZe@+TLpQUJTSql7?6nfUA;2)WyUB{$|+ovhUT~3O)HKeE;+f(R&
zB!!+mQs6I1q34AZ<M)CT?L938{;Cvqx1`WNBgMFTAw|FRNm1YSO`$)MB7Y(&`sLgd
z?J7vou3x3-uLUXc`STR~TT|dirSLPJ!k<`*{vD8_U0<cB8-Gd>&%;yb`E81R>7Jr)
zY)dh|-bvBkeku6ZrpS|bQp9s%iuRt9!p}2Ow0B~P_-{y|f4>y|e4awj87chvU5fVB
zrr__Dq94CXktYYIXzv{<`lTR6zsyd-|LYXvao-em;G7hB#ckMOfkA<$?sK3q5SS_d
z1_C9pJ0vh5aM}A41#_ms*Fit|vwJE(*J1pd0Dj_g4BqP51N}%no656=?_T*AYi)!7
zXYnM#j6!_*Hy&}@3wqWYJ?K{X`_lLyJwDrD^y4k#Po439n4z9x;#qS{GJjw2Q-5X;
z<G-;x+Vp$#vB~_On0U5zu-gmy(^Y%|*vFKV&M7$N817xh1@iLdEnd1LucUNVacN#&
zAn&Xz^QINfTToJ3SUh>rtdf$#l0e>+8B_D-6c!uwjH#0sEnQMLW7h0Ng-Yw1l2=qZ
zzqoMLoV<mF%kv8GtrYARoqP85lCg!0i%ORVuY~b}WwY{TEn2j+0Mxv~Wd(&rr3;oW
zA>Z_pG4P~l)VRE<c_oFVd5a2{%qyLrH*3k9yps8|ifKK#*kK%*1;*mSxpQWf&Z25h
z!-Tx)#(Z$`;%R43pEac*sN`AGgMiV%i>8;38lN|9c3x?5VIh>vp0#M!l7hm#xl4=l
z3X5lz6y{7X9qBVHSvsdMZ#K}=rXykyK4D&ADYk`$QwqR0vH<Qu)2s!hB`_uSg3~}4
z4Uq)}d5A57v3Saiyct<}!RaUDO`AS@%JeaL)5qq`7zxA}=#;n=7b1X5uM%IEE-DG;
zoH1?s(&>5PJlr1Rw6t{O1Yh}rCG(7ll<u59QbGi$PRPp>D`?Lg?FkdR$s=uW&=p1J
z1ar<V5Kl_SFIZY4tsgUG$%0a&iQPJ;WWm*iHuU3W6%`dOnd9gfw_r(0VR312vDHMa
zUi_W#&M8E;EG}G9nsav7VW%IoH+O+CAb9}H_<~tQvkDeyZXp2{6qf|2%`xm_XCr}^
z*mnE9xnPMkm&%&-Mp0RDVcwMsic8C8ErP}+S84Kjkzb0Ke~-u`tW1TxDG1_uh|pr>
zlEk%S<R~Pnj0|L8k&Pqx7Z*5L%aEA9{+<>`!!fH38L!cwalyG5FlgAaS+f^hIg)8m
zz~P=(y1b|`Z^4qeOPOX#0rBIsn{I)`7|q0`b5kc_aBRV%r6rmx(@PhXOo3R3VdIV%
zHk2c#U<QWA*gP+PY>s(|1<OoH=#ZocqOAxeSIsJdZVvi$e{d*mvQOu5Tp$60^IeRx
zuDmzneO%u3((!rI3rpuNShQ%$^wHjU9$SDatUWbnQI7iS^)-ve_scGhC^W27hD|RW
zgYmfN2YZWF&Y30dbjX=e$e)r0U8RjbIMFkvMo%6&1wb%3BX9bsJSU%}JSN4JWzO%v
z>8O#?S0!i?3i;9^OeQF>D2D}5IDI55Fe=mu#f7LYSIV3q;}wm~!>m#;pLE3Jgo34u
zi)IxUngKAqw5ZEiXt_p3mhNIfMim-OkH?86Xd0(ek*1WZnW0y2P}#Iva<cKWPlkBG
z(k1B3vVu|#NDi`E4UiWTQ5I&Mt7a9?$y<OqcvdN<pwe0MR4p`}XXdLPI%wdIgvFmy
zO1y$>{HAR?8<^R)u()_>u{XTDZYmjvXtUURoy(}Yy;?fKo6JuiC6R*m3EmW|Q-Mt8
z-fTNN#UzUim?rZq$LsegF4j%-#%NAKX6PgM6S>mJo4){y8H6&&^%ynHPN7S?9@1lr
z=gcmfYqdGGCn*TYD-5seW&Vc$W3@PHL4&$3hokALxm=8RVblyj0k;`2a)Q@cOXp!-
z;rEqvw9Iz?2;i!VD;cbTplQi0{)>`Ou(YgHzWpE7v9YXUT%br1@1hQNTKw2j?k|4M
zPFnpy*9^=Ce)fp+E*A%gray^$OEN0BAX!1)yk*PsiVBNMmM)pK2#bTfE3?3bnlX7)
zikkHO@(i8Jk<(SNMZx*5bXro1RKj9>v980h4wy@DUIC^7qDBVta+h3%6%JOxC1r~X
zNi0y_k|N9nrE>#wmtp~dWWnOSU?HmF!o0b&7Ay)Nxr$~NF9d<>cP#5I7K7TP7FOHK
z7L*1S7cMSXTofo>T8711v4BO(19N3^4lI^+d7z}EVAhhkP>MlQOx*?Zivx3w2WH(%
z$;C^r#6l*IUYgy+;#mup1WJ}zXOYc;Gbc~Z8-09M;LLNTOq!fG>iAK|kM+Kf9OHd8
z-)7DP^BBuwAj@XK(SgY`XHJ|nC2!>Mqg8=Yu+Qq&>A&tChTAYp?~Xe&-Eo(OFgX-f
zYEKVK*vgQ@ez!8pzlZSacXH{sUh+u`#9&Kn@T96`%SoQzjxSbUA0yG%eD;&i9=PX3
zeQEg5Y9LIE{*iJQ_Ja0)M9z`R0rd%7i+wErNWaOUmkr__ncjixJ$m;*gP~`G|F&Ch
z$4<I$;8xJ7bKeCE2Jnv6T?SV9?v8v<@x|`LD_0Ij82bh8HT-khe+qbyz(WQu5V&Vx
zi-BK!U?FzaJpwNpxODif*m8FZyaAYhExQWj6HW!v<(vLv_uCMbduEnouOkp&Y?1i1
z`)%TX?BMNn1ma5_yuFS<e3^r{*9C~@{W||o_w%@{An~yH-T@!a{IY);4xYJY{{}jE
z=8^r&bnvuo|Asku#>oC<Ie7YH|HeCbdu@ZXYzL17@%};%9+x7#zZ?gT^zr^?I(XBC
zLd$pXNGR`bzJuS>!v+FH4t_5Ozs$kA_mRpS{5}qUm4oL!TKiYy;P<mge6Dry`#bnL
z2Y-NrU+>@tI{11Af1rck;NS;2_^5+F$iX)`c>C-C$;}S_5Ql%egFn>4w>Ws-qqKi<
z2cKz?_-u3VhdKCm2S3EY2h#jJKit9hcJN0y_zVX>)WHvQ@JBlMOb36IgCFML?X@?O
zvmE?zhkv|-zsA95JNRQ9e8|Bc>)>-7{BaI`rh`A;!RI^p5e|O7gCFVOiyZtY2fxh0
z^WLBRD|hf?EE1np4t}hIuW|6>9Q;}be}aRrbMWIG{CWpJ!NJ!%_!Axc1_ytVgO57+
zlO24MgFnT=H#_)K9sG6&zrw+{IQY{XeB8ljJNPySKheRrJNQWsKG4n2|H%%%w}U_3
z!Dl%5po1Ui;LmXInGXI;2S3cgha7yCgP-Ey$2<759DKHeKik2F9Q-*BKF7gNb?`GC
zJnseDzkCOuW0Clr@8HjO@I?-OnuA~F;HNwIatA-d!B;tWeR4;MH4gp)hkvbu|B-{Q
zbMW@w0?F$g{DlsGy@S8V!EbQz7d!Z<gTKVVH#zuA9elHcU+&<yJNU~Se2at6bMSEo
z&wKRtug$^dTO>Z)9sDc@AL#Dq|7-`}+rjHfPKg-~UL_Sj(7_ivdNLjSTn9hQ!OwH>
zSq^@_gCFnU7dZHA2Y<PP4>|aS4nD`hFLLlR9sFVkpYPz8IQaPveyM{ma_~hCewl;6
z!oi0scJz*)jg?-gVoUEQe8R4=ufBYEVAs&s@NfFyY<wdu5lOV{!r#yr2y;7;XcqV>
z!rcf*1>Q`!JK=hP8wmFxTqp1!33ExBs1f+Lgt-(=lncC$FdPdciUhucaBsr-0^drQ
zOU^`&z&8-)QZtb)@O6Z_#7txfd^KS%Efbjn7Zc`^GLa$h<%GGEOaug;O_*DUMB7dv
zhF(ON+m%F%z|#nGiJ52?_$<O)S|*|bPa@1EWuji-6A5!EnWz(Z6k#qQ6Ey-KO_)o^
zM7h922y@ApC=z%OVJ;OD`2z1vm`lV&j=+5hb7`2!7PuQ>E(sG^0)O>4z+4I@G6nvG
z@F9dV1b&||mwt(Wz;6@gk}uKrE!+Pp;Y`9U0>40*OT0w0z)un8(k>Adcr)R{3D*nU
zK==s4bprp9Fqd$N8i9XHm`k@rxxniPA4RxG;5!HpBb+brt%QdY&Jp+q!bcO%7Wg{C
zT#_ZS1iqRumtu)bfr|-q36{tZ_;SKrdL;q^&nC<zSEB73>3_mmgj)ojMwm;lM6<wW
z5$2LB5fyk6VJ@{2^#Y$rm`kigoxr0Ab7_^R5%_4rTv8><1s+0}OQ}SWz=H^L36;nf
zcyGd7Iwf)h?n{_UrbM>D-3W83l*khJtCs+CiIm6`_!GjX5Y7<zeZpK4B?1D!O_)ob
zMBCTW|Aey%w+Q?KVJ>kJ%>q9~m`j^PRN&2oCljt0xPkELgzE(UBVjIK5;X$<mN1tt
ziE@G05k8Y}k-&El4iU~5_*TMG2<HfV1L3m>XA68CVJ=A$Spr{8m`jmFrohF7xdcgM
z2z)u=a|s6oo=uobkwn{9(*K0H1WB|AJdH4y9*Jgw&mznvM<OclB*I*3B<ck|kuaAS
zi8_Ht5$4h&Q6uotgt??hlnXqBFqaaEB7p}H<`N>2FYw-kxpYY62;7%2mkfz)fx8jr
zQX!Eg@K-Ma<`N;1DexzRxim;*2>d=_PW_31z;6@gl%Ht(m-Ij3e8MdPzd)E%d7@e1
zrwDTjPecXYOt^q>y}%8GIb|p61pXsoPSuGTfqzSwQ*@$S;B|!O5iSz=4#J#(68Qq(
zN_YX`9D#2jd^zE4fv+RHkZ_j3R}<!xo5&Qnm@uc>M25hZ6Xq0~2nalzFsIf;Tl=nE
zBR`lDe*Ush`0Y@|yKOl$ro^H-O_Ktl*rsTVAF=Txvjg#;B5<G8)NoD>Rrd@(cX%LF
z87=L$t63)38uxF*Pcb3qhK{SjN2sEG&rtXuS01zh)<k5lOE;3Rt7UHb;MGJ1E`4Gy
z|BknCBk8%JRUe9iO*^|oK`7i7+7v%6l(seW{La$-JZ=4~w)DZ&lRg-uu>6!qkRO4v
zy>cNKUxE(4bZgIF1C{pa6P)iiZpQ=up^DQ2Wj$Me0y$6F#}wGrd}-op$kfyjnmA*6
zXw{A!%-!L~??dcD;fLz*F(*{rV<-!DC>)HBj8+J(d+Cvl)rj0iURaACiGVfo(U?#;
z7Jmd~=TWvbF$c?nP^6OMkObEAP^4DCNM#hN8-LB<gY+a6IGkG{5vzO*9HQrX{97$x
zXl*F6?~_D^sw?SSD6KhE9Y}vTaPo0w7w?uQR1r-h-<-119v@I$>C1pCbT1Tsna=h8
za@Vd3F`rgl$-q>^(@qjN{pLbM&*P58KR}8hSJH2bu8x)->qMvr#JmXo6wQ+eO?*t+
zcUTXJlbVdh$HQLZy(ThW0|<pH=WBqP#j9An@(W;Nm8>A5p@tFhBmFWXULBb!LN?$n
zBKudi=mLI?RJO@SEeVakG4|d==|v|gsZ#Ap6y9djj0{vvS5TG4;-@QUySgVWSJ$f7
z5xNOcaVIPed``<1?Yq)z5vcUai5f*K{WQuU_*pL-**v=Z$QR-laiPdV;+MAf5zCQ|
zqF7b=C^V-(EFTqZX;8kp(!@q2H5l5j@81{*H2%&@;#m^u%`mL3-Wm#Ti|;_YyncI=
zUWduS(i#d2$5SrH<K(d9Sp0aX+{jf({K3ybsMc;oYksAC(!$Lq@~4eRLrbZhh1}#`
zPEQ~swc6~;I-l@XyTm9{Tjdb$>MjJu#Nv~`Mk6y3f{k4B#&a?AP7H5>kt~sn&{jiC
zT#%mWBmEyyYGn%&>2wrJ?X`_;gpouea+rjXT6IBKjnjW-BqIhBi-!cXZD{t}aEP`c
zTif6ej>38z3KSEIuly>h4Yy!5p>4=<+VG6uh9H&`p-4ojl`ZH1zYSl1CcX&`ZMadI
zRI4rst7*fh(l~>O#aAbTK?Ow&TF%hGFj~yjqm(Lv0XR&l8Pf1r{6GbZ47l!J(pH=M
z{m?izT~aL;-vM_gKE~}CkhVZ<BeLR~w6Z;Fq>O~OhpMN>=Y&T0mpYxkIs$=21^x+z
zpMadzy_9}|89vE)6=IvQbRCqoV)~(g9o0)5oK<o(lqBG@)oq$F8LWv04_#-_ThPUc
zn>}=vLGMS!^VC?g!Tk)Zt*0q2$KXEr6nqC5r#OAU^}jey*$#M;eAao>3;*Tt*{-<D
z;ma^K!Va#;;0Dkaqt7<{ilC3P-80pZwY@U|I1}YJ5Ucnj@FTQp3+L5~Cth;t6P#)}
z(XPiPI~0C=rZnpzZhlZ8_|a%9!g0sgiclm>Qio5)=|;==yeS<$JjQaLaX&IfDr*E2
zi%)BVfk<VY0Ve~DRn7;5&cWJ=&KUEr8m;#qE#^_Rz@^3Rz(dmljc*$IO-hH-dQmFw
z-Gkd-2GjViVchn~u3elInOe#ki|+&6>c6M2u3?sTFg&)i;krX$*v4f)&v4W?e54v~
zCMHr#LgRbJ{ytbJ!E}p|BIIcJMo3cemZM)Gp;QwtX-eD25-}kl?`A0|1^`Y|kcOC*
zlL>Zc$Kv6g0=WHPryWz34%ga5i&(u39RdtD@9>I*#vXssRnpnmhJnO=KFS+88U_kU
z+VKZzWvx<8Ka0j;>ZuUm>CZF~!~nn>6jTpl@oNB9NROvg-^Gsa*r>I`*r-_idK}f5
z@I?BpGJ$U*W27>Zo`Lqy4+P9I;5LA<%0=LjT)UeyREJPa60Mu7g-dho_Xjz-Hbm*L
zku6H4VWW3SJc#jfZ6W+euGKQvlr<K=_an`<L%T5im!nJ{(LFUhhK6mf{YL4~R^uCP
z__lKk$~!A+9ptni-&2(1E4qS;B9-~XL~0$vAtwo;NC~7jW|}MrP83qPkRs%0(8Zf%
z!SAqjhsHV;tWhT6)j9kHrPnKgYz;&F99k^YTBVxqlu*C>q4cN_(80M1iWPuoD5z#)
z@e>p*q76`oDVT4-0~O3MU|$7m4EQxur$cfKJ+f0D)g0*bQBS3#*=?dlJl_8s1fqkY
z*M@ddbS4$qiuRb&p(yGrdKN1vV48_RVetveCkUZM2ociVju@id#EXy|$I2wU+7VNf
zo+0!I*&2rW9r129b=NAjGRrr5u?{UEAhyr!p!!O&0`PGK)l4jYzk=dAsP`zSO^C&7
z6cpD$T?Md0#vevLM?=Tx-F<|P{2Mczkv|%{Jvg8qV!hHzFtpR48ZfP(T1aM&WJkw>
z+gSr-d$VyE+8ZB4iEyw5)^sYwcuin7zbF(5Mwvc+FnY1RX%0nlqfnd4fT_ltr2(~q
zvC`7_<FsYU3Vq^~YFjAzmD>`EOx+F(%|_K6qV0yHY_)NQ>zP2~c<Gi{yqu0;56s1u
zW#|hAqvCw&nc8xRoX25^N2sesB%&}$8^qP>_lZ&82Fp;8R%U^tak4S2{@03BBtnug
zZ<M#4D2XTp1Z;z&^2ZtpH5iNEC8XLKbtB(*qlY82RvIF1<j{??j2oE}##)iW>bjE~
z3)BrEz>SfP%Fji#QVqu9`>Pvu;zqFCEV;|k?KTwq`aTrVhZ)9)pNnK}Ip#m&lj9KA
z0VxDHQ19p~)f9lKSbVMEYcpj?2J4LVZVvbD5;aC3SkpMim_AHR*CBIilI<3W-Czxs
zpX8|7r4fLISp0A`D&s`DTY5hdmnI9xVQLimgY}KY#^`+_Mo*^JCma2GJUcyDPvu)3
zH8-fyDDn3LU*n9<yM@o2rf*hIx&hqf3QBSSyh1_AXMnR6lne$q9bjS!Csf%n)Uzvr
zKAGq=58YzWLxHyI>1Ko5%fUqr?%Veuz8OVBwPr}&!+HW}D;_Yo7aUxh5pSe;g(seE
zSnnnJbPru`&^3;RI)nSMgDW?<`3|ng;AS|ue1pq&a5)Bdtb?mDxPibW9^$%JLYKij
zM(ENU)_}o%@K3+tEk^tm2iI(HPdd1$!TrI(wHe%9z$H%fOlKN1*ZZtmiGu7#tgeiU
zS%&Yjj(mrJ&#Py#_^DJM^TcwD*ijwD*q;!y<)9bE<Pw$y#E###e|U{ouO1LF){9vD
zMH2HQf;#XvcjR8B+;!ys6^SF2TSm-n4!3YjSMDgeukwg?R*A(6Je)t-o#)^(O@vQ!
zaCTrF<=|>es_x_9>=4`auGiqoBE#1ToY_s*FxbYURa>}yyx8AO4#P}@-Q;#&TnInZ
z%#Z3yet0X{H?j55>q~9IBn7DL6Nq8`AXf%r@#Efx9CjE6JXFC<1EwpOWx#-f*#`Xh
zEs>S0LI~p93g#Q?ivnVr2k8WfHRs^UB9I%aOtIU@wnmia3B(8VawC45YO66|rGj+^
zyi&n>1I|-0YQUKaHXCq?f-MF-5n!w`j*uX41Brvu5fBqOyAl2sHUx-VwQ%VkAtT*c
zHdZPf?zV|iiR|qkOJs@hHYb05$KMDmYb@RuIBtaR#69bdhL7!R_@{e13*Y|MFk>cG
zGikMh`~So?q=WnCQ_C|Z>|2!%_XBbXR1|G%6ZeT}e9kbYJMJrMEPghUfbJLd6#fjk
z)|cDT_%|bSEN*>5bEe=UBsaVxBv})FiyNm{<|?%^-;Z9Y$vlc7WB#FiCfWhMtYDTk
z)@F=t#C=y7%T{9~H)K9F35^$HHDatX$4FrbA&g2qM*YlJQSvm5@I`Y~v`DFBY6$t%
z6SNgdm6SHUaliU01h_p|L9qcaLqXbN8`Bh2pJMS(T4VrZ8R|O<mWv07?=mru4S;%9
zBlrl(4eNc+?!t{~#8;_iSWEZrtHy)?+m()XfLAJ5XN~>c7|T;*^=gddhL3$?S!ztF
zl{tQA-mB__0PO=E?Ew2I7`4W}HpV^?b(PI(jO2#E(_Uvjfm`zE>J}q~&J;%N%*)iz
zHWejL!^ysAm5K)BmPLe24d?pQ%axiTRMx17FskC7syI_c$<uI|FFHa+vwTruRMDrj
zIoT>oo`zyy^fNqhfR0jXWtJbig>On42m!%*?G4QeY61AHf@&rfZ&Xlx2lW931BSUy
zL5T{ew<stP1bCf-8pT+=L_vm~hUO@kBi<wZR*UPg_*89jzThJyH-!CG9V)G=EHYAv
zr7&th9#PS96(x^*RqmaU5)h?U*82guNIek(9DDk835b{g_?UufCKms_g7k~6xLd&*
z<4<FqX~i1#vrb(hx#72dD`tu-mGwpntq?|S#iuG7RZ;RZJm`xaqODMBrA|mP{%%uG
zgaF5SDkvrZe({<#O3lRL?<q*X*oy4{6Yt}4a>qjdEiTD*DD?AtJB9vrrDNDMiz@Nt
z!}nz%5!1NU#N$Y~V=ve$E7t$8%0hoO4M!?ls3GDM`pFulHo-?ob_@N!S<;<Kbqjs9
zwoM3V+c$rgmWy_PA1D}*+hs6j3;oNYt};XL5t7|PfA0u!G1Ew)!-P>gY?At!rK03<
z3;iM$%~mRz+(Lh@P-~Uy7WyaEPa(kVaSDnJfJZ4vTkOAq3aU@2e+mW+^{ZDU0y*M=
zQ|RAO&+-KyA-SR1PqYW|#1ra=Qq6Ksy7w5>E(F;AxuYFmM8P6!%oh49)mXV2BiSwV
zXR0x!R%ZKSvr*Lv0oq46+5u)NSYwUZLf=P?)u}O(8+t$E75Z24Y!~va-biuu@vC-b
znTkeLlspZ?e9?PUwAmLGMio6#MO##qJPo6L(K#yG=8FoWitdv3>rLQDgggyXe9_@5
zDz}#~K;UrTE6?FADk}G*kd`1c%<@G)JXYG8MSd048&|S?39D$f5akAK!<D}1pHwu*
z7ZpZz_*@muS5fjbRQaOIRJ6z!6-E`^M@7q3lspX&`=Y0aXsuE!GyP0>aJyu&5YY8Q
z6%-Qy_g7HO#Nxdaq+c8#?b}2)+kgoLvkdsEf|&+<TEPqhKBi#6fWKEzx)GZ1R#3Y#
z7Qb0R_C4*EE2uew>mLf%8|rKY>kK$u!5RaeZa~^)RkSn9aT?n?!AENF(a_+BZ|Bi6
zYL!~q?1!(+7&FcI=gSfiiqp|;3f7BK7<)`K#^O;tCW)aE6?}x`hAqCaTf~^&RM+GZ
zM(yTf)z20cZKmi;zUT$&r&23hd_SL6PlN!+PF0ZN^mBxQY6jz9L2(<@y#Tfz*|-g6
z^eLj2zhMfpPZ5<MCpO~x!LIo7m!$D+;@Z>}_bT}%!zF%7GJ8d-dSlg;5Mb)p(2T&y
zom}>gy`grqhJ+6ea+u=7y`h$`+Lc;a^936v+PA4XAwYY`(GGBef|;V!>75~JEK7}%
z-0*=P;!p8}6<o|VQgBBYwRdh((Hs>ekGoXbAfmNOt*rC?9HE{F0glyaAjJg0TNG3?
zSpO+Vzu0#r0&-s&i_gRN3fcVP&H#7H9Ty&}`*YzDix=azxpz<S;WlopcYs|s)}>u6
zSk4hSY^=$p8|y!V+q)lgtkMyed~r*nf6ChuDPp{hbs0Rgcm0$#7XQPGx?uT?JJSwZ
z;urgwm6C7xR2sH-{r;r%P=q%K#A@uV&RQa!wY1}+ndkmuPYc2*T2@hu48F=DzeQ_a
zVE$E>6N6`ce8K^PrKvSaAl<tQc-l}Q)d?v=4)^BMuZ|RIy-;&;>m(wKnoZf7YEcy>
zk9!O7auKans=HEqOT82V`g)pzVgle~1=UO}K1M<M#l#q@V7USJSFp%{y#$o&L3{?<
z#OjLYB`SPM8c}fwX_;OS`N*?jpQP-3C>rbz;e|sa7R@vk$!+%5khf}#S_B^<*<C{x
zXnfm@6e1{$8o`|^$_K1LAWy>={!kvKqFL&RIusFJl|E1D*(y!8hOd3;_m2>Fi&Q#a
znS@uR_fqL{C6KKl@T|95x=*ERluD+CqkQU3LakM*yMFDd!4m?y>&j*}tWs<MoTngd
zu`_2Xs6NHwQxwcH)Dsm981NVcC616iSV4_tEIvR%2A`UDJ|}iFjqFDXW*D$V!F&Tg
zuV9V=H!E02Ffz5-ohHT}&XCqB$(<(lRP#cB`IVwV@~~dC%9u_3Rh){7;#!BW{2)y%
zAw)=bhu{z~TG=908G_CHs-5__c2k>*lE?M;y&>YSQr(H?GHs&};O}$lnV0|=RZz{K
z{yBbwx=z7*aUvG~iGqP|**J^}yN39&x}72T2+0j6`w28vJgdw!Qb>Mb)JDZsG)qOv
z<JOhEwNXlSXQ{AyA_VyP)w2?AF#)huK{bQx9}3bhCd{(}>MXTMzoTHs;t%0_h0H3L
zu~_3fP5>|Pxk@lbKXzuUOSzbf$TL`ISw1GxhHSs>A4%D%%$MfX7IB)zT~KjE*5?V0
zO_9(eWNVn@OYd`-Bulwc$<z??sh_Lv8l{q{q1>l#Q)-=1Yvt;FBqF>T_@!z&Tcyd?
z5cQ>h=18N(cRVAFRPk86T0xp*JbtVo{Uf+o!F&T=reKZ%&oi>J;)uoDo~CBG_g~J~
zbqk=$>fu=JV_iexex=Vzl*`$VoMyIemPTOq=pnN;x~5(%%di~xDzwLfEihspC-@uK
z<4-?D&v}!+QtySJUi}3NP497n1~K40P7oE1(t+919C>uilNM9&iMy4`3Vj0VEvbW<
zbk(_Wl$@53tQJJoendNu6W{?5CLu1H_zk#)o|-%VLnS_P%e@&K-kty7iz)MLnmoDY
zc_wzg7$jLm8Fp8rqw+fK95on=|3XN$0ZChZx=fcOeI1#*WeABIZFJ)wrUQ;tHv&89
zafGB~H<qd!LVz15I4Zx^*oi1e2df(y>W1DllNeW^lWa5&@ZHFO$;Ni$#yu)5Qm8!i
z#`dyABYvPnLkO@{@2D(QH`HJ(UMr;9Y_`NcCnj!u)8xBRBN3EnWYLYjf8{ib>o@8~
zwnl@bWH)B18$tm4aL0`gMAUmQZBKP0Q=^ejP1-4CjvIY^H*)C4e#VVkR9K`?h&s9P
z>OhHx5a7l-N99~~Lk-5_YlKvrrEZk_ZhRQ?qj8-?P@+*pH;y!J^i?-R3J+y;a$~x>
zAq2Q_kmJUiB3h{iWAT8xk*#jj`EJZ}-1u5t7dL9?#yI0fg$j!lieo1?o;g6GAq2Q_
zo1>ET0a>61WAWues?AY1qP`m~Tm5L1`fk+IjWdlK->9%iMIt06=SEQ75CYs7;JER;
zw7@)hhWkHat(KLPb;Eb#LdT5{#C3^AGu`-+aidJ#5GmXl>EuS^{#rLgE1u<aRGy`7
zsKHo#p}N5`4L1VVked{J;Ynh&3eNT2Xrmhoj2j=Sut=e9baLYabwdb<#x6(Y6Vd|j
z!M1mWR9mNRWcqHL?Z~_-u1hpBz|nY>abupkAyTLt6i%ue_4{ev5UsKJGDqdf>V_JO
z#V=Ji>eY>G-;FI>{AkSd-N>RF6~>Jg6&5M)F)p2?q<jrmHz>n0^Rc7yA!&hmZVdN7
zg;X0=H}ZWqPH|+O7uO{kIdr4exN)JnAyVFBT#g&-_SL#!+_>CPdAz!z24nH_)Qx6w
zBUo+{<B=!)P)zlGD54L)G(P-IB;Cij90v|l2PnWeBpiLe*RFx7Sp0dx*Vao757rs$
zCpp~DiMxyd9^-n@n7&9&*O|w-9J{~ShYi=KNlG0x<JBlE#NwBz(H3oT)EM2mS(+>y
z7pYO`$75U##^^spjGoA2T#nH(YE&Ld+2yEt!U_9(!1FOKX)2u9CVZ7LdjV`xP<#UT
zh=S590Dr5X<O;w$6_gAHc%y=KY!AQ{3f35KiGt+@%u}$)fH?~08*rk6IR+f1V737d
zS1`+f`zn}ez@7?b81RctjHmZh%6kgxV=K7-1u)S%0G-9hg>><M8v>jdX>sN`4BY=C
z>&pIy)jZ!2i{DN(f09L?z{>nmTfY)$`<PjV!7U`~0*|%Gpl3L&`39Hm;BpM^SO=GF
za04A&mcjJ^F44_1Q)AE{M17CS4ek}-65D!M=j#o6v%^|vaQBn-K94oKUEBFnhc(OK
zDjZy<!7X)g83uQ;g9{kknGUYam>%umS`2QmgKIXpehw~ba9?hO+n;y0Ei5-?T7b6Q
zQ)F<@IJkU++u-1G4DOdyxz1A=HRy=LT5oX69bBEk6*{;YgFBxp&+}9^8}x}pkN41R
z27S1rp~c|R$vVJe%{KQE+8h0LW*OYO4ldK+njKt*!9C{S0tUApxWuoq8`EshH|Sd&
z)*ORdLDp+L)^dZM>#!CX+%&T0_^jrd|4A;Z!5!t`@(peu2bW`TyB_x&o^5cg4lc{!
zwmG;=gL}fkWf<H84lZDDcRIK>)08z1uEpR=99*-(<vF;h!JX~k>J9D$2Ullshda0$
zgG&c4F~EBov(C8K{+J(z8iRWmxWwDCp_T)B2K}tV+H7!-IJl_6{mQ}B8{92ad9$ao
z&7iL)>ouAx8Roj&Tt_@$aMOsJu6#KLcdEmeZE#0BxGaO)-@#=XTsI%5CH><^;olQ`
zcxh|+UM2cI4;?k=CxEuaq2AygaBy`7cc+7^F}O7juH4{C99)sX<pG!Yo7Z18-)K1v
zIjrRdH^#vg8C<4=%Qm?F4lc{!+8g|)1Ptz72iNws+HH1lEe7|PgKIXp^$sr6=)29q
zWf)w!gUdI#MGh{<;AR4s_^X#Vbp}0==s$btHiJIe(a>UW`#ZR1gX`wtq6YWjBYq_6
z4enLqOx|UEtC861@MRj@A01qV!QJiP0tR=3kJG$c?jYo1;(Q<yCwjAJoe@0W=kpF(
zp5oxj4c~AFS7dPeIk<d-OLK5J2KT`RnBM5k5K)7E8EBL2x&f<Y>@W8CnhoFm9r+f6
zkGn}jzlrLP@Wk2-`l^m%<5VoLQ^Wluihbaf{tSc8?kKhkErPX7L(inx!=6}{LHFq>
z)}&(DhMxE{#8!G@IR^a#&`B}4MaA+B{f`t2d16HdeP>6pi&U)K(66D`UY=NuLC@(Z
zcDRbw8T#oId(|rq^#*-hN3k7fEJ6}B^Z^w6g(uc*&|f^<p=}STSc{>*40>XbC)Q@r
z8#{_!t73s&+HdzzY^*1iVbE0_#m-c*OhcbfvCfA9&hIFep<>xaY$U}x9|joIQS24O
z03pdYVqZN3vCfA9-T^wPyVr>rcb&MNOk$qQMY?@^s3Ui&a@Uc2Es5@7fHe-caGass
zQF34I5$!btyg$Rk`J1vy4ldgaq~jf2%NN=SgB)D5!R_JTq6YWLgI<Hp<BzfU8xF3{
z@IB?=Y7FjS2Ul)z>l|E>!QBKLLvO&94oi-~Ep%|%2KOTemt}C19bBftjc{-o26vEy
z3m9B42WK~VpZ<yAl6MuXWp9|^uiC<c4&J$kiXFp3;T7O2!)suI&5h5R{dOTV@&QJ^
zhGi7?h##>hqYtySxgUXZd*h3S^K5WhhV#%3iM1Rb)b*C(IIt^SrLHc^xr;s<W8JCi
z9INXeM%T08=;YThSC{4dlcVd;@F0QX?dsPKqia=Hx?Y1>uZ``7bDpD%{h4@>v$S#a
zx2^>60fuU<BQb#z*V%bpLpc;U(>olmI`SmQ{d`JGGUa3H)E?z{b!4{rl>3q?kNcEc
zNkPxy9ZbW%yZ`^#MVzB_&G!E;6PvTaX+v=ytaZ`<UFj<AO4qJG_`14NSLgl*N9X=`
zb?y0_-emZbqwCM`po{+RO4n-)m~G==qidd{Yaw+d^}j3O^}i!Aff612A2{3pl$Q%J
z+W$VKC7JRub(;Q9rfl;m_a##v_bIoMlHC7zL01-re;mWVB^1ux-Z}vc_!f&7K0sTW
zL)BB;fdYeEV10nvs&o0a6c=4pPc-h|fwMs)AnaM9B-kFRSYh5&RCdo_%<DUx!V?Sb
zpipaeb#O<hK<bdWESOHk;U_xbzl37EiYmP^3RiFV{jObA-7A7S(mL@yr+j#c5nq#3
zb`N}~dXzi4SC!3BcZx_xc*Qs2vi6D<ct6ZhtKd1FYbrZ*<AeA?yZ92=YN)~+#~KN4
z<d4(E2i?DGm$s^rtQ%2g0&zILOV5@ezKm5nUXcbIgStUOwC$7oL*b^-mv|{!JWYAk
za&_)E;P2Dy$kPqzy((h^UhN;y7=KyT-r92mtr^CO9T}c6#AQ7w>KD4%r}S(Fo?ZL`
z+9HnitTULX#Z*LdgoAjx4(>bPyU}JE<XO!WtKqUXq!4Z!=e9v6-UwMS^E8!00b4H_
zMST+fO_Daj_P;zKZ%>;JH)lfCdWf&5#4fw8#xrEqxj>23qr~#qu8+D}P<%wB3}_0!
zLiq!^<1o5D;)1kd%S@;6CE0q*?oN_y-9>D&E&gsS>O)6cUpuy*r#s2EhM`??JIdg>
z3>DL$r+&wN;Gp6-lQynFO0^DRQ4m}#e&l@&-gdU?X$~r){W6Zgb?gK5LlFHT+9p67
zB~O!8F2=Oi1E;Aj^nkuor((x=I0`dZ4TN)>z=_XTeEx5#fX*}#ypUiTxcHEOa-2aE
zCk5jr2U?~v22<QiQWTlWgs2L>SH9xCK<N-P7@Zny^3vpVX(94VR(_jX4+V#DKpHWI
zuEO}$N{1{Q5X#lGq@#Ge)4g4`WTEVV#cznm;@7ShS!vdFzo7+&Cmu@Uhc$2@34BC>
z?@$o5RJTv=6*Qf+oHxT2+i#+Oi9}Am?$g=L@94LQlz@|K#A&zR)|i26Mo!ZBhQL-N
zdlw_WT3)F*5&oheWrsqMoZk99G)z9V#{YsNMOZ9Zxs>{}rNYcADG4%mJr7s~n0b+$
z4Am)JG?}#kIy?I7b7wi+xQmy>om_7SS-EOsgdc68YU6NNJ_#GLd=eh0R&oY<r4?Oc
zay>jX>Q%H1sc14zV(}yXooJ@ncv<JF-DnQC)c;>Zvtma+;<f=1tw;4(9|}*c!?0P8
z0@`ARYM66Cb#6USQG>dYD0!fFY81T#X&GD>V_xf+Ev7#%ar+}Hxv<hwu)Xyl>1W9f
zTT-(a>WW~yhX17C_Ts<$`jfRpf;!x_yl5ZEnx_SRV?>IB`P3(1EPkTvQBv;wZ}ydM
zE7kR%KL}XPtFs5<RiC|C-doQ?AVJ0Kjj}rhuRUaOtR5JbXofe3!p)&gE#3GI(M>Jg
zLy`X7l_7AB_sYZlHSTf7y-9Rqnz(8`AXt(Csn`jdOJ@Kn#%6dm9z3B8<qep?KZ(q+
zjK_G4P|_P%>VoIeLq7*&>oCh2=*SAyR%J0&R&2?Vx65fgLzU@J4N!A7_C{rj&-;R9
zS<7+t)HY*nrX(z<(N47x;k$$ujEtrg`Qe+HdOaDF<4M{wr5ds3g*gdvUXR5~*SYJl
zE_}r^>Vf#9pLgXeo(AkVKiG;2%{cJb!B_I9_BBacm%cXrm-Tg{cr_GWc^-F=kkw<m
zDGq-^8~jn)fm7qK$kT0Wwx?M~qP7egu~QIr(noIpcByyYAE5W-uJt<hlUju*n7mf`
ze)!+)Y8{@pay=!!<B_-k+i)sBQOB6r?O1ZPmA&3^S)M#2ldU2;kg_d)o2(6^9S>uf
z)jewhm{-KZW$(fS$|s)Jyax{huXuOmRU?RLL^g;kAODio+*#`9BPWsN)xmeGx+N;X
zwra(@yLw^U@*`nGB@nqstejOe%#*8VIjy3pysBH0+CCn6Q+$t#mcbQGQRv5;#za51
zTvsg@ek{91|Akh+HOTx^zmoJ@^S|-PqQ46d);JvfD_YVknp)t&FJO-?+?5eXUvoQ+
zGZ@$ih!-#Z!bHcqHOW(w<b`$eaF5*43+rc^!vQb4@bk?&+t5w%y(?OJRW!9#b+Zdn
z>B`s9m1ZMxopBJAZ=hK>huf=y-;}TTCUETl{5yDM(%RjOE99xa{=yWP!yG_KVwrA3
zP2DPS;I~e+EV*vb@a!}CC%fObLz~{mdqTZ=BrO^mz9|%bD%@NV&8pf1O4~!e#Fu!J
zE?DD`U|O$e50u@S>=#~k3K71i`q;8w{JJ%8JjY9#Xu^0Ye)Ce@Z`yjXH6XOD*?2~p
z{Mp^iXLoF@{jn6$db1fL1r7D9QU+E5QjxKh*tIp-7T6m6IBje26MTLe5Kdcg7`E0S
z*1f)^{p{BPWhT)3CVTpl?3uKE9GCOqGTz@EtmB|O4RZ<<0L}$0%j_9M8S-!2B>mQ6
z?B|euzGd%OXA<<fI}JyyoR<ptC;DRL^$J-~yzr^fWNMQOdKVXlit<a>#vj9`GhDIV
zh;J=_jqI)YdcjK?5}>ELxBW=+mmAHsp`LYMq~}N9Wv}BCZJKieg!FC(k>L93Lr=?Z
zsHI}dd}lMLkqejA*zlxbf!QH?`x9lNx9B4i8)NQh%kFt~IxdKqaQ)|__ukKp^6K20
z>b=7?y9?hYzv1;VxI2We6+Pic%Cx5)LOv4Vd-MZX)K0jZS~Pr;{r0-d2D`8iH&q3H
ziAX)ixZiiTxLVKeZ9k_H+81ynNogMVf>5_2U!Q|;b13|LDEunL-n&o&FX{%Mvmw7B
z6seK^_s<XZzDRm(gP$1ZGfH7B`N{8f%<tGSVJ^>FxGu#iHvQohzeMF(uX}i0=>-48
zFsfKAj<@&(<kBk`aeo7%;q9$sG&#ke72@=EQm3&wKJ!n+j!?#vq8EH5VqL7P88f^z
zocj~3u-1Z~=N+&JZa~$5T3N9+{}eCUPJg)2W4wo>NKA@c3*`_{qh^&*x1w21(6l`m
z29u5HSPULtkokm$$rU9d{E`Gu++WU^+vTsl5VQ=nW<7em4vWsU*vi$M9*$N8Z-k-s
z=?|APA?5Axr9HL=Z{$c~birH0!C*j$)v%PPOzw?UH5~j(^!dUytS^F%l}GWFe+Fz)
zNI|JBjTPpS{DZf{X__?|y(gB;t^Eaq2%ihcejkSK;%nJkK-C~4nuWxRcv?3@;E46y
zT70-~8#*pSZd3&~%Edk!Qr=%<JwtH>fvv&qu}snCRleV$lQc9*vnLn_tJx~K01Hpt
zQ#%{q^3=W}YSUN$8lRAW!?Ac#i;edniz@R_9qkmwg3Wl4lfvi`Y^kI~BK0D{Mk@Ok
zGdGgk2sqkUW#YM7auOklltm%1{t+k$ko#ge#H~+B+=B$QS_+Ur?72Ye$n=MU8(WXj
zM2%ABD)8BR&0=z#pKbk^wG~^IIn|lDR#n||$`ywPPI(W@rE8Ca5x9<iR9EZ7)n?=B
zE9!+<dg3PhvPI8yNaCj`!aeuE7nu;NgH@)(KF2emTZ8v-j;~7Yw5pKTX<s0ly6&`7
zDHn>YHJt{nct;LGV(xRiLAYCs1l#EIQgpA|xKyaCXz!c8=I3Zu7=i8a<gn&R_&t*j
zPB!exT)RhXRhP?v2(yG$g{oz84uxL~4QC}4`zNzY!eTldd6W1Q$~!206pw&^e}%2X
zJcW&Di$3Scb%hv|wZ%@HG=Rdynl5Y|s-#6iLQY}ez`t1hte@i3_*^9>@Z${3B>CNk
zj5~#jft9+Y(|pJJX^`u8$9}la{>7WnF2?X)il3oPf8~V;W;~n|@9x8r-Fo-_QN+34
z72hG$j@}K&HIEmq)Po`={jiwkWZp~Nm`b00rsLh)YvG+-P;tHM`xD>0b2@qV5?Tav
zyY+5=-`sO=e7AS+9SI&yss^%~*qu)AZbgr>(HK9kB6|E$kf#|%_N_@*-3K5&wVb<6
zIqg=%ij-I-R@^}M(WZEclCy#FMopT@S`X#;4IJOif4!dULb7Dii0SJ~y$&fZ1CfTY
z_*`VD-pu`uVE$z&Y-x0^Q?t8G#5;WU#bl2J@20txwNiQSmON}X<*e^d1X*V)Z`C6<
zLEk#u%;Dnd;kQcd6+Q1kq;;C<5i<>8bH(1UvnhKbYWoPLdy7Y!oZ*@#P^x=wUx>09
zN7;N1U(z4G^q%nc1c!%H$$x)~U&-s(ghljL7m5?v8d+qBgM&DplyX!uCE!yABvbxb
z>&bkIYUyZu#;3fJOc~_3B++<<kx|3<lT{}df9K}!Sg|jZrHjtmNf%{?Xsp_*0~PK4
zOW$tY2kRMZVzJBAd7s;K@19B~CagFXM=fB$C+=G50EzqYZwcvb2qFIlJy{jR?r>*X
zdSh@`Mf-~MHKQP+GeV8d2w1Sj_>4**aj<FwNUQpQvrtiB1NtDDfV|X@_z3^N4KVlA
zZ(^}mZ(7`$c;2Jp3<vpy%DWPz^7@*}?%`0MhN1+9y&?57qy}1VEQhmf@!s$eDq2fa
z9_B=Q1AS^-ZJ0g)K&Eq*sgGq6O<}{tTqM(QWx~@*f!0Ixdp~~POTXi5ptUDL7^uN|
zW2es6eU)ZbI~~HGv4PRFJ9YF}>twKlNhVlaB0!gvuh^AYx;OsqQ`#T@4k+CN|Mo2#
z>oA5QIb1v-aCU4tcBoC(xDz&)t@Ex#fVZqAoco&5A`D@UJ!?EP99PL+!;f)I*u0__
zr~5$b5+K6CZ}425u!*he;5Xn&YfgVSgI^1pK*O%43BHftTxtZzf`sZD&iw`t#>jIH
zk0+_18M&WnTOeUEzUrN0xaGTsihxxkZV|G{c!OLfyXRA0(I{W>>Ct8E4k7SC)T-bo
zt@{BzqAcB_d!loJMjw4*`bgTBcnpms4~C#ttn}5t1S%H%4F3uRp^Wk?ekyL5Xftqi
zt{sGb#I`lXGEICtOvP+JS+Q$UiuHndCW#|gJ@vCtb(z<E&UYq{?AB;JM*nv7Ft!i6
z^J19B+<?ksZ&?qQSxb5xjIw@uN$A}6;<k!h50$*a6@5uW-WDHFcAWTeQn0BsgWq@+
zt8ZCPTogi=V29Vpu|Z=;L0RkG>5aMX5v>OHQ3G*Y6K*QI$6oY<`B*$&?G?z#&2$rc
zf{HCEZ<dFr@;=XYucOKid?fnOq(H;z=<vq!m+-c!8}Uzk6b*7WDXpH0mdPge<(&qN
zhE}ZDl2#THd)4I}=jdCj?MzSGUDWn2?hQJO)w%EizX6~+|LY|T5bk{Nivu-gB@UV_
zBdggsv#H(1xVXFA59y;$4L`XFU;S3&a+*|eDLazSJq~5!vLYN^wl8d9P}o9o@`$o-
za#ImFn_MK@k^h*mBht}B0)dl9;IT<tb*z<{mg8=4sFl9Zc?oMy*-2`x3(ci?3?j*q
zzGd9wioY|UX?IRVoV1ns%Gbp4y*2n{mMw@JV2*X?t8HQlhkd(ASzccC9_aY8e8ra|
zu0`4Wa>BKLz`w_*SKj80sDDfGe}{L4rG4RJFun4f|BR1Nb`0l?FOMrTlgt0ECi_>g
zCEK?KcLlIhHyN}y-oK-{cuCow7WwTUq*ZU^<&fRyd;?khOxNGOY?A`@cyGC;^-zEx
z_6JAszPd^osWpwVqQGc5@_JU@O6A5ghp?=huo^SAKe$mCL{D{gZ`t}OyV({G-#jJ!
zlA~e>RGbt3CyU<SvGhqCiRH-F%0u8sTI=8tUV=rBtVOBI{57^J;i#@86|29pKIM;7
zBvAG&eh87@bk6CS_zH8IW$RWp$Z6X{*W+DjQB294P0ZK;-1kw!;)Y@Nt`2-!fvW??
zWY4lQ;9Mr1^A412RHUTdkYTR=q_4)$huM%dqJYY5P&knLgv2JtxjoV=&jo0jic0=>
z@N(NG=PKRJ*}BzWlOKk`8o~*V7#@ISowglyNCNK}ZNpv6@Duv`o2{j2TsEZ<_dBcD
z3f*3v&z)a*6WS(JysciCME5?37zl!~IU+sMR|tkR7C%O^##6roRQr2=YGhp)zh;OZ
z^GmPXh=^cor#h2*`Sj0BCzkcA7R?py{W^8leCzi1HFQl5{%67A#(GRpY+Am!VqAWR
zBomcKY*$<+Q9(3>2$99B{b-DY>xqNFYNV+03J6Hfo1f*8DeaF~E8!<gLux=i!f2~$
z5gpShzh*M8a(d(E_dA%%gMGJX;B@dHi;2~q#IrHUJ$dB*l0Mflv#8rDl+Nh)sSVt~
z>R_~@y<6!4^4YgET|WDFisBNd^*3uDOE5G;8n>HR?kj;|j31KRP^(@b_Y<d_v^oOA
z#nJo^h$o&yQg5w16irKOJ-D;)=Y7I>kgTq9ToVeEy{K&|GsANY2U1tXVE{B>)Kot5
zHP#hrNG&fbA97Ox7nOSdO;h9)aZ~GzTuGH!d(Ap^KgK#_hDXkI(xxK##ID*)a|Oi@
z@8x1?w8H|G5}eqazak@^=U1)F01(WTR&R*>1wPoTuSgYK|AMmCGTB^viTTp14op9x
zRE{#)vHXC~<Owb$-!NyVeuKkg-8#c@LE7_eC0sDS2bpQwdp-os;_M4Hebp9DA4xy)
zSS1a9e3?i*B-&ZL_7F6F)nFx}R9&fLJgJ9^p2=77?$a4Y1icAF*sJxr>TtcD=c#y$
zZ<EmLJa^y{m!tg8AHzjs%U>8?T9%2#tFr_hmoMY)p%(rtFsNd<L4v>POK*%!P7CuE
zif63^*3?+qeYA^PnR>0>Q|RB^{l#fA*lk;*aU^%}21nUNV8E{H27j27*Lxn}w7q4R
z<H92ntE0z9z+-5`<0hR*{Pi%9<U)4;GAwm&2$a1dkkkNN-tLiH1FC}6o*U$^4wPOP
ziUh;V#A_wvbHjjZ8neup=~Ir#(ryIzXEivF@G=4g28h>WCp35^IaSp=kZRpm9O+Tk
zOTyjSGjY4_KBD9fSD?k)TTj+p6$Nix>u0?<bQiT~Ug~Tz141S#XVKYJTbP5mS>fFa
z4Pi080o%WNc;a78zG#KSHHuwJJvtE#GRyHYsdh-;NAWd~z+{E2A|20g?L}Me#n5kP
zotKeqvVt)=Q&sXrk(4XXpJHESL^5Q7<cru#pkl0-FY+oxBw%a-9m%^+B4u_?f;tB%
z6Nd{qPAj&AygN3lcIdcVQH3y+hr+cwqJrh>cCZfq)N%8A9M*?b!8^)V+z}|{HnuKJ
zzGj3rAT#;561VTtT6=|JQ9>91j9q<-2R=67ZFTD<h*Ae(!|X?Bt15VB`HDMbBXZ}2
zYX^s_jZ;(M6t5ghZ=8ZPQDQh|U|fZ}vm%}q4*nd}_1H3RD8Af&yJ{l7u_+nA*Wt&`
z%fN(A^`AoFsf|?6t%N4Ld}RvjT%II;Ckr?}9qT^w!iT1QuD7e#yVld!?1#8W(D*1O
zJ*_Xx4mB_e_$${Al$pBckI`W|e`}2p?5b77YA-J@hkag#5q+nKzAv|X2`Ky<ujxw5
zNsgA$(9*h`9k>z~mQD(;FFqlpPx&HmM8`E<>i80J){~D=w_9<IO&$)mV#~S|i#lQ(
zAf^lK`Of^aj+21y@gKnOb|_Uor8b$e#HU=7Oqt<RW|8u}$NzF0xF0b7<#jtr<Db^Q
z&-fQf9sgTAk=>7fU*uJYB#-}VJCA>$?D${NY5ey_D&xnpdhcYs9}37vZTq+8jxg7*
zMBxRvLc#mdehjc$-<l|o<(scXy|LjDCiAPjC`Q{)z(nVZetk7H>B|Zg+t3?1Y)16&
zuOYQI$($tNOIOljMyTTbfuZWXWoTjkST5_i)h|;4-cxG4i&IG|?}W)egMXrWmnH3!
zpFnJ!Y34Ea-Gq2O88{j)5|Y%O>3j=eb*;n-YhKD@&5Msm;0&6B_m%bG3=O}82t*bJ
zGC;8f@Gu24DGG3J1;syrFQRR{CuC!xc=`R~Ptr5Y4<zH4W|y()`b)XhmFzMzYJVgX
zm=}|CP)<yac)i%H7Bh?kw_GKQ(m#s(^t;>;LU6_8&LIqKQll=0lwAqhmYwO~Z1YAt
zINQdL;DG%#bBp^0%7)cv9XN`7X0>U(eTNC5Wul5HwQ38K*qhVr*)u-zVty2IRw>vb
zIIU34gABacDjoR^+M6_`b50UIsk4%O4_^h8h{WPIp<BHoEBm|sS*kgGRhw%X(A{B{
zhp||EhDgdNAF#<2F{9iQv9r909OjFB7WI12)c>oY!?f*hW%5Lj`_RTkAls!-J<b0C
zJSJinut%LIoH{)dhURe5Vtmu}%W%00UJ>u6%M$n}v3aTlx@?WZ^p9D;#S_<?5Ano!
z78u^_;LVqCZi~$DPnEBDYDig6nZfb(lJrU*iWD{+Dk!@+RDCG~g3r+TeI-|Op8?$5
zSY$@%J#3MjKf%R&S%k?!!DZM_$gZrJk`2=Bs^wZFO=6=p;`;J5mJm-@#D`S0PfuUN
zt1@~ouO620bO*Y=afplyoLDP{jv1<Bed7p&okQ%Y7JG@oo=Yr#shf>j->7vi79US6
zZ@3Azzu_H1ER#{N_SQguV*hEea$^i_`r-;;n=KYOA_b>~Sgs{PkrmG%%j3vm_>Pq=
zVlzdbkfV!9+5QLcS8H6gKes-Qpz>iV$#?1EFWJTN=pNpGiSMnr{Oxzma*o7^>6#kT
zH9Z*h&Rz35HUfUv3|76;!S6tz^(eUu@)S+0GXu~hKrL99#M3JqP~N17VH;4S3j^um
zZ3vQ0by0RZt!r^uD0PB+bYZ;@tcG%aGUe8eO3wF{97)zL#!C|x%u(bsR^(Ib&k1wf
z^SmpU48T=`hBGWC@;f_5zS?9!b>Ng;+pvbczRW@V9f&n^1i^~MO+Wy58M(}?Xz#i5
zGDQtUv)*Kqe@<T`xo-k)Y0TNK7ca`$)@ojpkvrRPR))ugST#!@v{3R+M%ZY{Lw_WA
z|IQkWgm9yZt?SF>|0UQQ8&8r6W%hw*Jr#-zrPGjtNWCrt@i`2DWf*j=uMQ05vEWTD
zeYs?A5g@HOQWL<PbJD{Zt+O8mKOZp`(_V|ayDeU8T6~kFOQ#mkL-p}n{2N?8uq|H9
zPVZ@R>H^IviAx2zY)(mtC;6FkfMf=9N?2!hWIe!V-N6+9ewov`pS!#LEF*D%jF{Y)
zrJv)b)oa<H&i%}b6@IJ#v{YIxTCPHv5+5U~=GVt#!Pgk$#8&*%We-;cw{0ri-lKfQ
zwh`Cj{_wU5E7MUgw_(eb7Tlhwh8U3f*W$+ewz(_&E9pldwUz*rE%-Am{siJt+nLhr
zP4Q?fBNj338up6jZ<H=~Zr9IX&TrS>m-y|vhaGWnMewz>iWRSQProS(yBa--jYR6I
zlkbMG?PT%eQif6s$0+GUuaiqUvX1gudy!Q;+1^y1>0MQ@M<>m$Z62lrW;PeIVPtA`
zPH(;M%*j?BWyOUE;43x{G<Qw@qBXG2OspF)hvpz|QA57rxU_%_5yjzJBVJ7HKOGD<
z%z;3eW?f8ezOT4%nhjT*!ezWk++-iW{S}nL-gdasB6uyw&%9<YJM&mZlX$|rxO(gM
z4hUfopA_6u+6SMw@87Mpu?xOp@X132$#+%TQB2zqi+FhIyXf{f>Sr6I+r0&K9oD1O
zxu6Bx)t!^jzrGH{&%BxeExw5jsCJ$fX{T7oyWNYg_FgE87cxp8QX!fUUfa*g2bXRj
zi0WtWyt&T`;EXY}ZnulQFb~Y|@Q6HZ(G;WBKr2gi8zRMZPn)cJJ}O`F(SR~OA4AwY
z641s+0zBF3fIg+tgaUX7*!z|-;9ZdgeNwPl?&#8$dKkrY*;cj&4QK|rUFQu|7?p!P
zO^$y5JjyZza4kBa2A)>U!NaXXhfx=9{Ex&OGW9+r1Jbsv3Od0Oi|=56OubLH{q+;W
zP2uMo7Gmr+jux?)gf)Kj0wi1{crPW+mBE^OFSKz|gE3ixZ(HcI{CyF=lT>|ad`@We
z!Qw;dVfHZqQS)c==qSAr8sqZ_`_CXFr!yoM>{&rR`lT6T9)7YX*QbY8?PwBbA0Llg
z!rqr9BUD|f5Ptu8zJP+&VOMW7oq0@JAkn}H+AP5jK30YdBE-RsQEl#_RYycxTY3w(
zRM@G~irz(Qyw+5^YabI*zL4bRUBfCNNr>KkTqJ~Q-II!S@#Vf4BK(X*TMYnwT)}K<
zTr7S+LHZZLQC+?3&{$#Y|D=(Mg5@E+v>xoP@p)n#Z>LVO{FZiXIXgC2?NE^58P-m9
zb|#(?NnefI1sIMJm`oU{2_;448g5(ph<GHortx~?&yq(4*^FGNYpC`k@v6j$nQeMW
z!Z1UfX{Plib{f^;`(ygOhTrS;J9;n{?|(GwgWd(vj)kab`uT8B<c%QM0x9ZYpm^VC
zFZ5o53ufH{OJ_jWOz1VUh!^<N9h{AR7I7Er8bhKs*kQ7v>qp!;XL0-0JWsneDd8Zb
zUE4i`4M{A%1voQA7I1VK%Bn3)cW0M8-y8EX9P!&mY(58ga=OpNw3S%Lrkiv>j(lA4
znuYc64-+}0el{jFJ{*Tm_HW7{y5^jQx2x<#NA<F)3Eqlmh6#U@q`1^FR1E1Pv2HA%
zPs_%uu{yh2?_pKgn~ow2GzgoZ-Uf<&dMr}b9(Djbp8khA?M)MrrPQg_=1_V<bkcdM
zRM*c@D76|(I0&t00Ef#eUT+Rb8jL|op<=IHxi@qtVXp1`00J}wBnM-`I@u2La(MMx
z(QKsO#T1|~bU|+jRptak-R@EA5soOE{NiA=kQXrIwlw-6%#-&_fA*Q)-b!ARjOB1M
zKQ<#alGh|(9Dy|nY9sqaEKGQ!)0*T+piEd}$oWoJX1k7RSc;Q2>w5)v+XE)JM?pw}
z>tXgo+w8F0Y}iso{3$dhb;OG)Ew9kA5qJAzu1EDEJ`0x^;Li_;_!At^ZeM$@e}2C;
z-XaXiU9s@+4qb8orcPaPCs3v<PNo^}A~{#H-fYU1ggKpcJ(RMp^T9abiQ%BEM5vt~
zSa`INJN!H{KiuT6F#Kv0VcYRrX<9YbVsHYMfq9t@XCXiMkTlvmCb|x%#L-6QH0g~f
z!h-qlIQ2ThD38fg=GrnCkJy86s9>mdeNpkklX}yOt>tlYC7p+Dd(aE+n}z(!b3aZC
z2F<qhT?$JyM@A$DP*M?k|4*KlpHWNldDvyB;uy8K*4fqRK5p*xn$Hh9-N&ZDRb=$P
zeY)@E%iuCqnf%FT^Ssl2MVZp8XaLR_;k)>n@^s(jhC8WKM79UE`JGSr-Hl6Ww2h~x
z-a?CT<zXStX;!pnlosF<o0LmXq#9|vz5rg@gLHLf8FJDrL1OACi&Blh8yNw;ro3Ii
zL@`>}pR)4R7t*R_#uAn@B?#UzweujR9n-PS4;IEqmuCwLe&aRhby1sqws2pR9#!g{
zEj-Xeb+p5?g&Eq<$Q^EFkea-JYZ`MG8smk;o-G_Et>tXmAtaIG{g6z~^Fz`LF_e(B
zUV=vnHnv`%%bO^Jeh~QV7F>GaRchDi_5oU#t-i3fA&Zh&AMjaMlhrvX!YkSw6;)_a
zRkb~FT~%HFE?PTb^N+nFiH~ak*0C!a?UBSY)OoR*b%BH%qT3;=yQnI2hFhMl;O%Is
zTw{7C9Zhul+&P+fF&fczpPx!sI~+}X01=hD!{#BDdH1R_deqT-`0&b$`A`&|-58L*
z=K7wvJc3m1@njQHxYN<Z5BB09xkqf7y>3{K5t-$Qz5jq#;TMb9qxwioDUvAhI+RPT
zrmNcOz6bsgg>M|^DLkACZ|tma>OrC~aYbj+{f8^*0wJNpWQ_qoAGplK1>dg`6Yg!;
zve`mKkx1Rrpzm0b1{uqr)a?8F>=%>W6oP-`qfHxdkz3LU`GV--NifH|*N-L6^={iN
zU|1Y?WA0v&l3PbF{94#|>z(|9xpv#*WH;WON$&=A^ls@zqEPz#v`*el=-RvCnAp98
zlYM;e#(WR&UOff|)w{utcfZMlcR$9};P}z|VL~uI7hddp_g^CD#_mqEsEgPodAHCv
zcl)n|eYdeY*=JuxcH>7sdiMrqn0U#)zIQPvcHKL9_bp_;%e!Zf29E}#{g>bE-Q7O>
zJ7hQBEk=eV@TQYM{BQfD1?Hv?Yr;+9p64Cj4c~u+2X=K8exT!Rt|)S2dEWQ%cCc^$
ztncA%+i<UOV;yfdUJ7rWL#S_HobYMpr#W6^jcYE#$;)Vvn0kT%t!M;?45@}68P+h~
z10`16rmVIDuFDF??7-yZA3~ktyIJ~+WEaAzOTa$9)J#a#*eJh+yMN#75b6uV*cKVo
z->wt0yG_hr`0R1An?tByUBrntH~A21<xD}=nJL;og!=xG=Hhvjh3W1ekxdV?&b|<{
z>qQJdR!VW{k<u*f4SRruJrQLGNcBfu6OS}PdI*&iJ5h4QXC_K>7_~pjwKJb*!n&Q$
z>*&s#^jfF>2iYor>W{DrDCLf1N{LS?Po`YxQ|2a9PV*_}BvXd^lu^l)em-SjGUa2A
zD)ntAV(55%+68_C?`8vcGTzGiB3V;kv-D1Dam|R!m$IFbRmKqQ06E#3{)11pK8P9t
zWpOO(xgx{Y7WZW9rAQAPAxS#fdJaT%K@ob@+zq!UTgRz3d$RQ?4@4CYBnEn54}yI>
z5VN;Bfsp*HH!bc=v@$o~7#iLJG8W5+(z)bguzxkoocEQQ?x^|@2B@meqwZm-UfFmH
zrW57Hl(%}|30WBAnMW9;Py(-4G8Xz99dPU&d<EZO^s}KCfX4BN2s<_gc2JU**K`FF
znNdS_kz;7QW4AYhPQDM63hQX0@-b%K$=i8`?@5oZkL446_VDd#hVL#z^_?E7jq7X0
z5UW6AwsF6=inT7_dEC|l`q@dcpOs8%_+NoV16oIjq&f3D07!f0cTax*9%p{dE~G<Z
z{@*jd2%jD;PGg;oo4HUPoBZBqe%B0PCv|b=_g(4tPG^2c%Rt)gncq14;*^b9{fC|T
zZTw@({m<^s{H{qU_T6WGIi$?tN$;ue@z@(~#}$)iTrp|#PsnPsaHci84JTxKpcFVK
zWHZh~$?kkY_Ca3Alt%$lo{$x7y*zDlLU!}H5YxMdP3+{P6S6CDlRMQ3*#$Y)UM&7P
zT(Y;uP{?urhd$~IbH#Lg-Q5Y<qD-d6zjs3RSm@aO3E94$m4EkyY;-V!g7Z%9?1g&a
z-N)^CLN?r173AGw^2lU|8?)sr-VKzVXpp!P&I|ADrL0>#1$*+8vP11V`yl0={iJk2
zrl|jW%vNS6CpIbjWA|r_|5qQgHRaX5b0ibRBA$HKcFZAm>^Ns_2Lt(kaMl)=s=Bc7
z!ogiwcpONvaMX97<~^$8Y2FM}dpzYG-^mj3PzyioFIdOolcx~GF&<f{ppwiyiwluT
z<&MRN!m?hss4<Uw3_f2NL{D{gZ@GM-?B0zoJ<V%XynT>&ns>nM7*Bg(*|oLuTlkT5
znpfFntvl{>9{D4OJzAU2Q-4J0X<mNQt7$zGuVTey+4MAT0QdG-6yG~*cc*#jh6#js
zL2YQrH>sz2MVEJ)SACQ_^Jn2mlemz+`a{+e4VibacIY5(xDx;6IET}`#{)E+SZKWo
zIZmbniFJ3mFNKJ}(?DGr9*!lTwjC>F3A|^t9@pf&)4ZpnadMlBip({;nbd0!>uQ)J
z;Fls&mK}k+7D<tOI=9EU_H^!ZSa@R3YftAoy;lCI=@kET?w-j@V=R^Dv!U#q6VIVZ
zwy`n;{pFp`-7E=dPv??kTIrp>JXcz2<f!U7^qN)s6SO38415IL=0P6mr$Ezb=|7Fa
zhtZb#;j=v-GU>zkH*{Hls`y~e@?s2RL!E{iz4o^BS}9(l><y9tJd#0TOv>ZomEq2N
z0~o&wj%Be`ky`rKc$Tr*?=I5_{Ymr&J&qu$_U4@=c}F)}&J^h!QNl~{;)fTW5d+<=
z{-3~XPb=F2c|JHgx!a?h$SzJRi<F;3Z|}joHeS=$#5q)VVLUp>+rfj=%EW4>^0YGb
zc$vD#0Wv(C)5=aFo$#?uq~z1e1I%gV^iEmjo>qQK6G&q$r)j;@%5x=h%sG2nnO42X
zeZId&&O3s8<rztVKLL4UPAl((oPS!`@%@@M#)D)zoGf*V(080xb~H?Y20o$i%2!z9
zC7o98<qi#86tkz5Zx%P*)5=NBI@B~v$KAT1w5f>MgRxT}A<+lB2D9}0!)6&caavjS
zvb-eY-FeOf!Ct_TvHZ^|DC?UsF61JJjA!aTp(EcHa5Qm;$Hy^8zVwcKe+6I1lg{s-
z4%{r~D$6TG<fz4Lqv=WF%!v_60BB!DWy2i7I)}-I;Sw^L1EiSfV)1>@B&&(zl(=~i
zG>h#1EGetDaBBS_C!N2ZgczA8E1<Bc(@E#eFbf88%bQ%6(Y`mi$_04u>~W>2kc)}+
zHzg_G)J7>~)P*otx?P@h-ip@-%X1rv?>Omv0Icbi%LA6Ow{h1{?;O@yOa2Z0N4iO&
z5a-d>%ifg($d(V7A~1MIj7wP}$m^YSen-v>Cpby!ttZoFnXvYS$0<%a|7(Yks(D{5
zJ?W&g)Q=x_()l)|Cafo)bRIlekaf7qibny&E$^iBAH?gBIq5uh5;^sx^S>aq`;*T1
zoPp>jpLG6gqMw&?()mx+ViHxx-sKQ7NqH5W^&aBz_Pil1V>e*WTMtkCE9phq64$6c
zt<UqwGS~20yw>b4PC5@n<8(0y(=y5JeI_vW6i}F#DmHY;RBFaAcH;J<x#r#HMo%O|
z7LUG&y$2~Gzw<?K(KGqEqOzbw%01~k8z>Wpr5vaK$&=3MA=wEcH07Z$xBtI)(D?;i
zkdbps|04&TXVCgYZXWok?+-ob-1WiaBTs`mE+%Xdl+nEIbYgXWx??g5?`{t!zkO;~
zIxcf`TtFQi4<^6arPxu9*kFk1!Q^wD>7oy?Cb9PCaQ5#`;B9J_@(sqRL&0e%OL?0V
zZ&2EE0$q>E*G{%Aljo$r*O*+5E3L_6@>)9lJ;vl&A}LcxS(PWU+c9~7FLDV)lAiT@
zYhtG{`B$J!=>Co=y2F^<&dMH6dICFKI}B4mhiA}b>|tp-AEa0%whg;7DQTYKwa=C6
z@|bhxaJkPH)=9MDan7ZI<=A(4Kdrp+H24y!%?ANlSKfHBS%RO5Jwm9uHcRk$BZ59W
z`v{D|&shA|xD+m(Ury+vlPT@#Jm^#`Z4SeTft1YNVVM_V!TO<#=HjPb#Es0Amw0Z6
zdc%}Vj*|FNe7_LKWORs*wC1f)7^!8;<=J_URbmpK3m<gJo~WRczB{kM9nVxwhWE9o
zH};ga;cUjpuae|uFa&%W9Hb2s@LgW}r1tq>D2o1bYWsbh!Z6zf!yf{s;_(oCO-o<>
ztono1C3M8%=j_fOVKPt0gZJ)#`7Y_}e7v*S=SPft+6ebxcEe2|rS7~$AGh=FI+1$3
z&bvv$9OLXt1+DMdh;r)`=r&<MaO5RlJdd4eL>@koKFg!>!vrOD?J22t8qLipKjthF
zrd*zJ=r3m+(pNu;P$eFfB;&CoiTyW-y<L7vcd<VZUo)B_>?T>0TjHHQvB(lt)gQW0
zb(e#)tqwal+w`EXbx^X_PftOE^@20bG46{0oiSUrg=5-%%gRiwJur9pr?Fog$H?={
z+YdgCJ&ZAy2WGlDja|j^jzypUAo}`_D-k%7bQ*gl28|IhRnHT#D-jWKPGir7NK(~n
zm6FY&5sRNWULLV^Ph&p=vR$qT&*9)Pacg35yEr3=vX8YI&yQ&lH@+ccUUBPm8vA61
z)z<v~w$s?x%fRSx8hbCcsPmEE<kQ&4o&Y9urn?OSKj<{}GSue|r?Gd8fsRh6v0o<k
zR9Ug$-1Q|gr0_ORV(~D)B#(C*`?th)I*olBvENV-iRQhi^;%;8X|cS`$?l#{Y_r9p
zz6f?2u?+<NozvLkZ)3dV>;qCzipc^QIe0Q3re7b6@-Wjqjor##=y)3YO34Zgwg_%`
zacQn6fs;>T-vV8>YjV*|olj%091RXWF|gay*i-0}*_p^`?B48iEfKFv*0Z{a`-jq`
zQl3br^ysMM2{u7l*OIl1@zR9x62*8y^ZsW~W6zT$?{FIX6XXMiM-+X~f*``#E>2?)
zAd@+b{X9bO|CQ6&Ws;Mo#r8CIpz9VVpT<6jIb~Y>CIq@Zjs5v3Kd0Vg;y*~;nhs&f
z4DX=sQyp2uKI>&<{eGFlnTZ=xdtRraz4K}8l}ulIYT2H~?kj_&Q$Hu4#vTeM(P|mb
z2?+e}I*olVBWBxWPh*dw%boN0XQ*(p7;a&=OdaXBYcI6x2c5>wfUqqb5}D^{QakyV
z(urOt|0Amd>o0xQ<z)3wICp-x34h4eY%)i;YK8y)r?F3>b}ldMFI6QUw`uqk>jH!X
zRbRKUAHCmcH}o1%rdiK2S$tn{ComferKS$2vHu38@^pUkY3zZo+RN%)oyL9&La5c>
zc^Z2i_+%yTpQO%&5A7(XZ78Pyk<-|LHZ<V>p2p_f`#*dd`{&0X;mm35C<YORdB@Y(
zQ;zpprjEdOUfJEvY3$+T(NVe+8so1}-hZ<3JI`4E<!IV4_rh{=;9b30>8$w}8zT3N
z^(CLkK;VKH|ED-({V49Tgt|UsJ!qwnbl=<QjCFZAsd_oUo}`sJ^d%07LZjVc%~#Ow
zmo8K=+w1_(B1r$bIAc9x6%}DS*7=NecQM}ajP(l9t^2o+rR&T^g;@M;f)a=9?{mib
zSKo?hR6gg7b>C|R+1&Ar^_3DQt~%W_)@_<QvT~cF-|JZPXX^JFem_UQqX+R_M!nmy
z5S4(w_7VCq`8@6yK=E!@iZj-qAxZ2$*ap7E!P)3PL!5iY`ca3e$aK-Y#EsL-bkdsJ
zeWsu^snS76yGlKT4GG>K4V+2*p3Hee`R+5;_p<q&&seYh5b3^7=MD+rV)8j>tT(+Y
za!7q_0K>e<UgK_U(G;H7<<Q8^NI~B&bV*I{`e&@?9LG$Mea2eTNn+hB)C+0ZoUty0
zn~wLeDt+3U=;S^f0u=icNt}GfdVi?X-jusWIKM+-tsxCMe*VK}teZ<<AnA;?#iTm%
z`v-JHELfMp{^0ZO$!Dy~sW0ioZ@n^>GxJM5s@!WK>Mw7L9%L8R1?;2mJY)Slhf?Y@
z);U<ZBwc~1goO_8eJQ3<4Qm0ld6%EfJ)!^58S9c_m|<|eGu9r)J!5^DVM`V9r*<3h
zJt>_O@%2u`yLnVE;y-%phekY)1KRCtuh`ylg*DzH49SbWClejI;;WWUUGW}JrYp7&
zce^6h8S54(b<bFH9Xk*Uvp5`xGowm0qvD}hp!rKYuR?T1w09$-0!y*@PmjQ-K@xr(
zPqMd;VAXSwV~+MmqG+A?hUaG%{nTHRwok&LteAJ~ct&|B9M$Om;qFbqt16N<;2RcM
zL=$m~dvJ|ADmoyjLAi2KP(-85r;MnmxHFh2IwD|*<jyr39dU5n;x?k<h%*DCVz?}F
z<2D3EjiM4<PYh~A(CDE2?_1S<PM>pcknx-Ef1dyMc_jCAS65e6S5;S6_vw@In)jFf
z5IAPMe}7<tO1xjo_k5+WW-t3ya<CF$0{H!O%m(UGA1e6nYCS4>H&NHR!qs{*=XXfz
zu%lZC@s!*u@0x|ckX(q(spPOG+*so`C^iiaHVsBe1CF91Jj&E>W$KTS`qh5@KvVyv
zy#JB$c9Z&#{QBRS`qxeUPuO&+ihu0aUuEi_GW8!wJ&&bo|5HqTwW+T>5~}0Se~YQV
z!qnd<?LYO~&oK4FO#MWu|IDxdtEoTO)Q^(-&lkjy2lI~Ik5XHV&G%Js-A&Buuk!w_
z8ql)CkmM3RzuRl$#-aQeZN}T3@X=4p_T`F2`UAux)LOHgAH6T2?WJ^f;94-e>`NQS
z%+acCq=z0-t(V$0>`hSpy`788j_Cv0xJ>_oE4^pXeyW43ejkS}JN~C<;~MGERp#L8
z>)^V<#btG+OE#_^4z6Mc*BXc4-YzbyS1$-~NM31AWGp<skHN7rs&#OEA~c$WjMc%b
zvT>C;xN00+XE?ZKxVWso?v;(J*ugc(!PV8lHPpprb^9Fw4)OT@=K+sxMFEfV9ofZP
zT-FX!*|=&PT(cZp;~ZT76dH}Ztj!#kjcbsDYqW!FZ{TYF8*|G+GNc6cHlMMI=ChIb
zbUI$a{sPeLqo6AS(8t4|U+fXV`gj0(V;FQn6!gXbRP;R{;La%M=>ceQ80#fb(Bc5}
zCyF${dTbQ*CyGoZ@J1MP+bHN80qA34P;d8$1Re`OZwQ0(10kUyxFG;NjiAB%5nQLX
z$<!J7-qGldIE-W`)#Gu*8=JT>l*RCoCA%op^PaeK8s*rbmaRXN0J`#1(d0B0;N>4t
zozgG7R0qpf4WQ?oOF;k3VH4XWb@h~y{YBEy{1!<}nU4z@VDX}FD?D=JbO_SjUf8NY
zoQXxk^q^RPUsm7(0WPgUxAId7*#gaQK=mS*QoHJr!#+or5-(r4tuev>1$zip(o0I&
zS6p*lP-)DIbhTy1o7)S&D}*^*f2W(M{e|WHn|35^78kyeH!v3CjWb9A`Xb7_C#Zzi
zKfKG|{u=!pU`8-}x+){c<Xtm1)Cn+D0)y2LLDL6lOo5N9fK;l|?nd>QvV?kKcQ^f5
z#@;r^ft9=Zgxxu3_}{E#1ed^MIS=dy=dadLqmXK@v$NV@v<M&MNRa?DrWHl{+kbiS
zpSHc7$+~2<KiO%2f^82L&<)lqw!NLbGN(uT-_mK{G1{JQLJ0kK#+sJZ{#Db4-7Ti3
zg!tdpw70X=;H>s3r+tNO?{y@Z8Sk2%O?x{tb;)XfveW(q+deO*?aOTcb~eh4V1@fS
z`Ib)mj?wmgY<oKcP0MQks%azq?+)xC{&z9-+gWFDR{NCGz5?x=zYyA)4Nnv2Rm7<Z
zdc$r|P;tOgQySEqAFk;i)Fi?+y@HxU!Zlrjn(e|hUs4H_f**GcQSfF^(-f|GE~r@=
zu6ZD+nZ+7C!WTKmNEzBOoNaZ$MwuN?BR%dI4kqnJUdIu?+kTvFZ*6e#@MwGC-L&7x
zA!mCG1G>S@{<gif!HTT*8Pg}h7ew2)?gTva0oDdj$Z9{$X+J62p6`2vY_MZi`@v58
z<D%`y+4j~37oSSTT={iz+Ha)Fl7DN1YjLt%`nNV%k<~t9`V{_cdn>=zLet*b;0amn
zr#bB>McdD|?X3-V%xXW_X@6X_{W#m++Th|-viNt}Z^UpncY^XcmexWQPzz|=DP#f5
zgPIS+HO~e$OTsnx1vO8EYbt`8nsCh}LCrPcnp1<CbHX)81~tcrYjz20io-Q|LCw~z
z2_LZKxk()68~HP3Fh{@Ypx>}aR+q4_y0Qj;>I#hMoLz`Aytc(EY_?W-h5Q56Gi7;L
z(PzAJLQx;3u?ac~wiR@v1?zNTH5EH<7gV5e@eZuf&siWs5V(wYK3hvalUc%kDy#S_
zRVl=im~;V&NljO7-q{Ek(l9RQ>i7@At}Vga0;}-I&y*}G7@F#yNWCa5r>YZzc)H@B
z!w&UU_<<Xj(^(sg8SgqpXKDOdIaJm%-fi2<xuUqJo!=&oHh#z=lx4h^(9o9I)~BJh
z(a<vyTp^6%SmnG6)cCnd9Il6*&*lj1wGDsEh3<$a%W(^y&OM#bV^#cVq!6Cg<Klg6
ziz#eD0e9Zx%ROUt&uJoJ9&O$$=a3l8%eqr$qli&@>LyGpcA)@qoH<G*_02tf-V|sw
z$yC#uNW8(_cz$eVa!a><z^?GI+>)+&=H^1X(@6-qXrpIBu1F>fE`83*&OsEvBNpg}
z|NZy^KPzTxbJvVRJHMtk+B9O1l?nUC{JAAv5pm-q^>KV0Tz;ENsgKRX*NB&tH^pHX
z@z$1tiujs5NUN3O^7Z><35k1omf*e*`k9*MSKZbGd%8-aiBU}-P*7e$UDCA$J%=tC
z*;Yu^tY3Q)LQ9Es+p30lb-t&j=^&oO!HZ9%u$dGlIhQmU`}_b0X!Q|aCCSHc^QH6r
zsW;Or2q5y6s4*|;p<%|GMo7WaVDMCC2rZiy^`>ZSPZ-0w7R4FT#6LA~79Nx7M4n&J
zN9q@XQnY{1y!lYR4N&0wlOz{w_N~!|TP^jvpy?0CW$U(LM%Dd3^#(Ggn)ofXSdx69
zFLM{muyZhhd)Z3M5xSD0TTELpJ^vX!YXTTjD6pkhk)FjkC4=P=O-P8Gihj{;#gbyX
zD&blq7zxd{rA;T2H%~HKJkjGKR=Cf21Gj=*4F$?or0ro?8I+<4Hopq?t_f9?cl(!6
zC@_b@!Y%(&u)CPN@b;~=XOh$BA0!oleWLQ%MZ<e!AGcEDARQDNiR6iGv9c{t-G)!@
zRxCR{uoi8XEN`-H?=)@4yKT#Pfo>D>;rve=4c_-Mon2rWoQ?)bj%Qm!Zq#Tp<{q^a
z0)V!;|IW%;+jSl-Mn~-*0u-^9Velt7L6O=bf9^G16UnuS{6`k`O)PBco5-KlfFD0%
zc=Gb+4(wXd6zkSdHPG6S@3XS|xnhIpl)b&&hcvWy-yB-I1hj^ABsHua1jA}Kn_#Od
z6OcQA8Lpx>)-{-XbH}X%_589E2iUi|Vk(+BASi0{Ibqdo<^z}bT;J>bcjOrIZu>w6
z)BttHVKGdZn8u7Y2}72N%P#<?;q7sKf5y9VOA=}=hj&N{{nzG`S0jMo9~}>7agQ{(
zq(u084cDqXJ0(J<_RBH<d<ss!bbv1Oj6by1PIl6A19}X}>II@zS=F%Hz`U5inxWCx
zSg??sGY0>rD*5m8$U99+^lP|gcp?&hy)VP0Az7`Vd@Q-FHt~`hS1srsRDi2Xz}52@
zTD*17PVyQcrDWv|(kuTZ=L6Wp1XdL<GX9B`_p``ZFa1wvL}W>8HDoMQGHm!Vvjb%)
zAzErW`%4z+UsH%rHgv*IvaYWuc(Z{!CG_AkR7pmZ5`P&%%R|fg8cRw4Ag3DSM&qWP
zdJv;HwcSNg8L(NZ&T$%8B!xkPFF9IMmT*{1phYLhPcgwY;BXaptE%D~5It?s=!thr
zp$7355R>M(C*eqwOwjlm1n)m-MTBW9T5-+<d{fWb2}oY<7Ik6C@^xq-{%w|DNi!%E
z_w2aYdlpdWP}oeY#_lm{ehd9cersh{I|mR9gdZ(7BI5d*g3t}btT@U?=<gqH15zwm
z>%qM^aCiT3c$X+67W{t66)Hyu<c2bvlxw!g!jbJ~zoZUPK$%#<56&!90P*P1u`=-g
zF9z@pZ5Cd4FWJOfz{L)}2MDb2f+8o#Zk1OKvY$UAgD++jY@pLv<xK?NX4|a;ewuB!
z#~@M)Fbn1VStv&k<+`On*?@P9iSmE|<<kH+D9<n`g(GE^lcxR3iMv0G6%a;YI}u1K
z=I1<~{K-nvaXb^m`sR$2Khwn)@q(X-N3h@)GW+NwIv<E^u}<B5OA2kmo}wrCNK}VB
zMdD+!h@EZ>c_OgM<<g(5kMO25f+u`}#Xb!<v@FX9Hd2blFOD`S$3Ra|rhduwfiH9p
zD$w<X(wF5_`IboTp&tN816F?dAuDw?)^qHM9;~aep5sF@qORs2W@rr!=;|BvY#Uf4
z6N3gfu|e3?KwGV;8^L0vQ>E*Y4A|XSHd(qRiO<FPT3rAgt!U~<^6{;m<rS+tGS;v7
zXhXMG5bR@Jft|{Y$7ywSkLlDLoW`s8sAIQR0^C-I)V^e$0h}0)gMbx*ktjqFf8#jQ
zLa&3MlX8u!Mz?|AE*4fUW9nd^ppf!G94=l2Y5w%I5ZtmAK}>Nw^hdgE%jUqW(gJG-
zS#-HDe*S6Y(L+kcWcpRO?c2`51U57c$io#=cvPPCI%)WlnDTrkChBM;D)I}(FN>Cm
zSElP1I(Ra|grZwCIBQJDUxnJ=XWXUfiJm_JM=%ew(rnN+PsgUbkiV7H*&w&yqWnA3
z&Di7Rj4;oPnH)G{Ee9~Z0#OkD=gS?soB^R=P3{#pSmihfdg17oGlE)13qDfJt#lcl
zo9e7tr#sTrIJ0HEpCB0hlo#5PX+fu9R9_fIGX6fk`4zj)+`t&;1I`&yGh6y%d7O%`
z5c)&G)dL-Ti&8Rv*U7iPBS?{(+H%)ZTrnvJlu^CPD6KNOGu^yIWmF%C1u>+3Xap(!
z<BetAg}CM!23GNjbkdG=-X!xoiq9#1GbEjdK)jXCDma@IB+pP)q$A|1ban<$Mmo3<
zD$IXgz`u0#J4#&r&k^i12rlhB0WPeb(>iDpDSy^5CCaJeVFK;PX}~+vTH{P+$?{K9
z{N@*K)#QLF-8=N=`SnjK+PYkO4i@dW&%74CSziBQIKuy0u4eQsa!e#Uv|LCGwrb=8
zw2yh`$cQfHM0oD&CYDJSw#W@|OL2iwOYi5>yy~wJ3va#Z?{4(s?Sm_8%sl)aZf!A>
z<{m&+1ECbiRUe@<QO3^-{r<MZ>4%bqb%_faL{QNHEz}0lt;}V6uuZ9n&k)gtdXcaZ
z(hPUA<`7{FBLORCC!1(vyP3DiHf!^@p@+5|A<h@tDx?u^#iRdDcJOmqj-Npj#JVy6
z@{Zx!55P0ta0oTYDWz4t!{BeJZ8FEW!E2G|nhlUiL<r;02a{WV9u7q8&sV%%oZqg^
z#+en_h7mp`2-VFTgTa;%O`OixBv{^yzt=~L7#Hc?C51saALbs+2i%WP)WZGRe^Q89
z+)8WSR47BP1KZiids}UesiSmVl^xfCrD{2S9gjWRq~hjbc7|N$;jvrAM?Y5$@5ZM@
zri1|~q=p1*3Sa(WSyKM;xyU@rU(QnbbJMW8{AoODpqAHUEpHwqk2cJa$^}S@QfBfo
z{Eg<_Dw^^z$(L$X?@%dbX&^^RsR0v3eKO;H0lB71;jQ8gsuM?iW5*997NA^tc_k0L
z)F81ZEJ(RqEv&W-RFl61hcGnG2Bi?WgxWW}Ec^p$Vara>#lC^bABCiuWAcap`)3CI
zXj4+awA<9>V1Gdo{_!$Dq6%t}=_r;^eL~lP^Jz#!k}tIs3{8IR{e2z6_KKIf4yjm^
zH>6_2#_}%`)u+oyK+Xl3_-g=;iGLFG{NC;bZzL9e)KRt_WO{5g6Tkq_Aip7<JvOl4
zrM5)ADLbMdH4Lp^PApuF*2|e#B8SVo@t~n1{u(}g`C5k?r~9Y(b^-0ieT{}Xi%TDP
z&cIRDi-)5$<5@^9E%uHBD78@Rz?+VpxS<eQNK?dp!B%muJxP_O=o9O%1Fhf{%K#VT
z!!gt?eYK!4QMnR1PI&2mKg+IHc^CZfGjfa1_2x*O6CSB5RMluZ8LG0g-G@{3VR(UG
zSm9wPVo1GpOjPg65E2xiVZX&?TPG@75IL>#y1*5+@KB{zu?5(Fn(}9vU6zR1=kTr}
z2|Y^T!EFV8xJZO#meod3`jN;cW4NA#)on?-hbA#%ISmJABXQIq5I{nVAYntv_y&TS
z0%_+lP)9~lOrL=|KEk;H#;8cMDsy@75Ff{Bl*lNPvgA4)BP8_fr1Y?=&{RPYq-s=9
zMTf#xU|*_^N0k#<qteJCr!IzQISev|Q|U4fG;M6zE25J>!5F2M69rPo_}A6Zkr4k(
zOr5o$XQp=9fS<Ld_x%@P3W=vHCZ=O$TOxv5=<U(WD{lg5b%z^(T{U~OXtu_02N+0Q
zAfSs_0)ghe>E>;6Rv?0I10LeWwGq(EcrE_oD-DM%#GQoA@0&WTTl41{BJnG&C>dC=
zrEwKJSS=kQk}e8<BeDcsthomNDvdY$?RvAhQ5wWz)*U0uUpfy8fA*Jfor08r6p(sz
zAJ7Bfd;lI!K>S1i3YRLQ`_5vG^_QS!6Eg;!dpsNEKTCT$m439k^jWlO@T2_qzGoqq
z3<z|;=5zoIvKVbLY0{Cfcf2i8F|j^&o#730X^hV|nkf1aJi|Sv;`4QtawneAy+{gp
zcYX;&$IOd}3kBU!u>ay@V>134{AH}HYbyR4#$6^Dz!dmxg|+nv=vxLoH=4fa>98-_
zunyD%wP9e`cko&!wJj|7Xk&dNnOhAu;C@Huj2vuGCH<X%j0n<!zi6SmYyz$gEVP=T
z`4;;Ij?Z@O!5V?Sjbf}L-9KJ$*C&VMu!OgvPbMT+OAvkQlvClc95Pq?V=yRJ83K$F
zD&8=9Nef^NEkZ2ep0or)@;kn$`3VD;KUWaIIQmL^^9hk$_OO$VV5GzI45CD;H|w+Y
zn}(3aSdI8%GYnw~0QUzV68ow6l75S<$o{R$mu&<Ks0JsAzLzct8NpjrBcnq-*8pWa
zoy1%aGK15gTSi|gJZ4>#Nz9kHV{s84Lpr_>OZqJ?-<zV%(&-aX8~DtV#Zf@VYpLTO
zg>}4eZAiy2`8LpT;i!1Muj4;~#`bl*6_m6YoxIA`U1kugI5x=_HCZT0Gy3NNowD<F
z#q7l7>zbf|WdEO}F;~8BOQ!;Gb7Wv`4wBx<Bnhrc*vuqU!*(C`e$|q7(-b679pX_(
zWGA5IF!2GJE=1Ld=ro$Ddjn!Kp5Pq{4DVurW4m9A6ijbFN=TL>0@RQS{2Kz#Vv%}&
zOY<NtqAq(;T}}<7E^h!aH-9d=+=R9%6uhDPo^VO_;|k0Kas+1T2<Q&VoY9&^<sS|N
zCZUS9&iT_;0Z47X<Wq_7g1qZEQDRM&>PC!zpYr-|{2}9LeFyn8|55yfp2xwgiJ>?)
z5g^;EePlDk$Q~!MV_ak$K|}W@NAU8`IEz(IBB!8gHby8VW0=e&Qgh5`ORe2kLcIMW
zK`Xx!er(HqNrJwp?C%Vn&+)c&h^al-6B29b{2Vh3iE39)W};ix8j?~2_-r1-K~Xef
z!)Aj^=8202W12r<697{a0N67(fE;Rq$JNtL;OVrJ0lc1G#n=`XjbwHnxU*%2V1Z?W
zzLqjcTpLz247f)nBNc#)Q~5YQ`f~Y^OzModjEF;(9|V<u_baWG(?R8Qzp};*-oruV
z1i#W!F&9Kd?eX}a!C*EpLp)^(&A`mj?fWHb4hsOR=FqC<VDtSMZ>J;d4VuHP^sGcL
z3N*NGoRR2S>^cE1TcSgp3P|+ZPifB9gEgP7imw|lc>n6~c02us44a|7#dJE+!5tdL
z75KQjr3Rhe81D2#RVlNvQ-_#*5;h8PDJCx4!+21u_}6>k!FH*+z@g@GL(SJtry*)i
zbSgki>nE-V{7w&&PUWUbjeCC+kf|F%CVIr@j!k6DJB@3sQ0(Z`t8UkTgSvV{+8GW7
zA<~{~2??r{q=`yf-8&jBqq?`0Vpkh@m7Rqebj#6TdeGo6Sq&ONLbQi5L4!-O8a$Sx
z!4W}&zHH!6Pj+_5JwIDJNJEe&B>YU5{i>lDt>wMjRf6BCvk*xap&dQT7hePd4M}>S
zQvtY^k6a}%D>lE=bK38;nVcFsIL35Z?%)n}`dV{94LZFh+$kr+z!qr-8)*mNBWwrj
z?r&EFXFJrKZK(O&=`=*mu}%f3@m9Mcu$?CI|67KzK$TvGXM&;aWQT+hZ4Y@NNev}!
zA-z5fEu(7sBIT}zu!x<78pLumxFu+Cdsc&GAR*er*+GNRSq<*b(cplf!J%y68-nD0
zetAaVgsqm)_jA`0QnBWP!@l|k<i_>XN7e)pSFa+HZ!nTy{&^takmQS<3TVX}t6Z&U
zW-=hq(S#@|9d<%AHJ8_Z;@)=YdWym^w)3^2tDn<-h_0H?0)j!;(IL9Bw3Sz=tJ}s$
z11!ZMxBV4}RftdUE6Z(f<Iq+B(bJjS=a3MhZQZ9K+V1}_s;w1h8P%nHs<>+FcA_PW
zYpkCik)y$f6pc3cn06CV?_N0?JQXzfI~(}Qw|QQ8lCOIWA>D%{9zCetL2Xpa6=fT1
z1UJT!Pe^btd;+opt}px`q--ArLx<%?^P8c^L}n=zFSm#M!(ZAZub)HSG(+A?4izEt
zc6BPi_0so!@|a{mLZS2dcuV){?l_KlP`ddD(1-G^PC?n){BsscX+m-jVi<=tH2<&F
z@_IE7k?u@G{uU0EA@WCk9FlGqk{?o<H2{dJ<phqEYS~25A6G43$kAYM&|qj*gFohI
zutU&b7dG(KGMo#S)qTcWA%_^`e2Lv%Ff~VE(XUypU-qMa#R#Y$E%w5G^rHN)-@r&6
z&~Q;A|Hg*qe*w^OaFyu^+X7-GAsPwM*gT66$wi6fUmzWx=(Y&eX;$M0Ka@MNo?!LO
zl_5m9dmPWPmhlF+x}qNT2Kd(FT1G0sX<43Vni`J`c?`tU6K(rZFtVW`zjSp_0l4kn
z<B*5KhiG=eLyM>mlu>b12d-o9;Su^}X+I8DRoattNc&rnHii90NJdz+Pv}Wu6QJ=T
z%K8}sL}bm{MG*D36g4G%OMr!Dxi<fQno!=<a&4;ft4Q{>*kp{#ylblSb1eOBs`FF)
zn=SAi)Sg7(BaOfxY6|2U68I0Rf(i)y;YOT~s4PRU|1Fj+{2P_`1YnBFyAy{~<=u^)
z|7Y^P_Ij0dqbqAL+q@cr(JAhoKt!7KK@ProQLe(Lf<pCiU%xDg)4!x;pBuxY&q$=+
z1kfyPeOEP8gg4s=??OjLA>qycFeJQ--ibP>lhHCNtamsRDy;X}nJ+B*2;I$Q@~bgf
zz5<71WbgS)gi0!-uFbUmf%8E+%p7~87_$%emE<KeoAUew4s=^Suix7K(yvnzMly+=
z<@EskHlORNl$T9xZKv`>5<F|fLq?j(_!N0q|KnFpek$v5$Qy6h4E6DDQO>iG$k>UU
zKMiLCvyek>+HaRo{cWb6n>SJqTwUZIC%n@^9^+F#$)DN<>|>xn54dgn0C}MAWGYp5
z7wjn{47Ml+bS%e~n2^Bm&aTDd{0Mlw-aGOR0q0Jgk%SyGvb}eg-kYbR10kR}<#e^(
zUYqR7PUg0&EjO#H1N^RvoUXd<vpHlk2vjl|1Pa#>(d&C}PTRlxZRHghN(^mp*S4Ze
zswicFs5*s2Wd`aBA)o~pBp88ikqc_DLY4SXU2;M7QmCDuYhvd8n;xMv3HQH;oo>AT
zwiki`=tWt+uM?lFgqh)^P-;~-(_HPnJa$eNld_%5I(>_>y(-$anA9Do8>()DELyt5
z*2=DxZw9E>!SJa}Rhh><VWYB>MbcVYhEl$WhWs-Ar;bWC@>&)fm7V7NeoVlTdVd$Y
zTIsx&!*tp_z`=MurXL*3C|U~<blWN<f_vWm+3sB-M_vFo(T0X?9Js1IWYCN3^UkWP
z1@?JQdCvMq7~is!_AB7)d8I_!-!je>v+Rjpeko?bM#_~5f7hVvfGx_-bsxKA?_rFA
zO()DkDgh5iep<mQ%49(ia=L?^3c!7{+z)DTw5Je5hB4F3N2a96d9-<ZZ;OhyylYRi
zKst(tK;|_qhlj(<YV;KK-aA3njGpZds%rxG?XQUWegpPy#zLU_+6lVi0||g^C=B}u
z*$lUg+l1R$?+3z|V1)5;V>`k)+NpprK4}nPSoH9w11$P2C>Vg;%1O!y)F$#pV~_Zd
z6@F&ASl2Q{#b$G`YpSoaRJ=F_Wik43lYU3~388HBrQlm%e(5jonOw7nKH+Ln1FEJm
z6mZSQ_`vui2=KKG!FNB{mr|gRgWf=a=>_8yQiHo5qk;M4-u5Q!NigN<=qnB5AGhtP
zDwr7i%iB2!AF$y+m9_^QqGPCk5e^2OsLBaue_#H1l{3QvO5=uQ{OhhP&U+_YSH5H;
z^+{`qS{hgsACfn%d@HMRTL+t^Zdris5jF^&Zf8s@xsBwD3DB6FGl-O?D*52(oqf!u
zcdOK{B=VVQ^zO2^DUlpTxah5*0`j>0Uy<Ij^=^l^0OIQ%2{E4Xg_W%E2XZz-{?v3K
zUprP+=%<=3?L-w+ETXy3JWACzZ_NwKCj4l8L@Gw3GjloQbpA$f!-M{}eUOe5U#_&J
z*v~-`!*;70@@`K@XjrgEtmkT`u0%<p)3Q5TR*x(&%ct#6dU{VhR|~P0M|s<A2qqVZ
zL+G$?ybCkOl4cz^a$zM_Jx(Z=w(FHG(^gr*`|!2eHK?f(SZv%&C%%4PMj2uPy)>-4
ze}(Ihy1BzS@T#4^f!<ABiOF?w%Z_0c{`PiERC>O{@1u+MK_mGYN(?QfTISwCO3vW|
zqvA#W8@n#c5uU>K%1oVS6!N_{1HB8mgTtH(^u6*`Y7r4bmJ{$twP-oKSad=27+P8`
ztl*BIdMo>Vl?$^yZ8J}1cX%W*&pAW8;e%sq_A!^OU9EP-?&^xa&<Stj8||=mrc(jd
zVqgtSS@iJnh@N*_J!{Wc^Xu?usp&$F%1ycc={3KFqf%P8`XOkIy$-^<J~0xlf0_y%
zTmpgqE5tZtO%ClGN8YWShyqU(6Uc$;UUUU>!AYpyjsUfI%|5t)qDC5xEO3<f#n*uu
z+ImV@Ticdr57$%<z7AJXM$X-0Emu6$$je!|sXfhK(8&2KWQb(g#+hMDfF3J=kVZbx
z5LBS=Aus3DNWM50)yVC0u=pUAKv|@{24ROpX@~=Hem>byg|~6y>ymP=8V4uwCS|KV
z^C)jFg$_g}82JUKq50c{Pf}h4Wiod@L}nLUWm2LlZ|4&X>$%2h(E<kKi18+?fr{+r
z8QJx4L==+U1<OLR+p1m^IOr{yUb=ut4(+p?fvmICIY1To9GQ1~mw4I=K_&E~*(>OX
z;!=iGkDnvs#Q8af%y6Z4BW_&L9`k_M&G0}DX3iOd-7OdtO{o1j=K&;mAv1T*X+Tld
zoO2s27jWi1o_6M(yV#O*&YwtkYWufmwln9vl_Fq{Ip>x8*wCLjtr*=oXNs~V{00-{
zF6>%P!fM2wx^IH|0}eAq*dSf{vqLi_nmq&U{jY4Bo=p`{g`Wd^$UOu79_X#_*1^GP
z6zzk(-$2{Unt|%`K(xk5R+E#{`vwE)_;9OnxfJ?oRbFyh*Jc#D|LcL?h7|ga*MbTV
zHsB>+v$VHth5n3g-j0N;&?yFv!5lwX)<2eh(d+%~dmtgLMiND|dYg>jca~OPjLoi`
zk<_jCNX4eL`sF`oY4wjN%F^oRFhakm)oHeLv^w_JcC>n96#;W-^*So&rnUM>Wh<i9
zady2at^QHE^tF0hN;F%mPkA+4tKXv@s8+9n(&yIddw@Qw)lXx$$Ta*b8bYh7#=+@X
z<~MLazPu?}`aa&HZ%E+}jvlMCI`MlphF3@K_z{S)U%aiHH;Xj1bdpJcFA(Vq>@y`)
zh<oAFw)VYQXzo*AVGR{uhvV7)8Crkk!H^_!&6OLc$P{72mRuG!O07pMs-#7uqUM(a
z!wFebiBkc(zF3I9-QLQ(OD?JTQ*nxV=~hbP{=h!Wz_Ul+>wmM@$CMQ<{o`(E#wMbr
zDKkXnL=c)-C}oN6U_eR7Q9_|;=~UMHYfjpiSr%Q1u4p8h5p!duG14RyE8V_??XqH}
z*Xpx1aO5k#296SCbYrC<iif_lgq0!RiHuW`)iUZ9q5g;-Xy1Iy;~Cv1{Dd;eI^_ez
zHllXC%BCD~U+4Z0A?_2M^R=g9O)<0GP~8SJZ6MN04lNeT=5cNYkGQ7DJYFodyru|^
z>@`K>wJURr54&o3&~$~e;3gnHYi8cVW_L@8UwCL$9$JALIWgfOgO^DiS_`8Bcvl2K
z;zS<ZeOl%51*s*ikcp+Wj4#9Ix=G%l>5Yk08;RqLK9qeI>=uUJP{u20a{HJB-=0KD
zd<_A2uC!orLKO4V3#`EV1mcT%6O}A!OK9!PO0Wd)9dpWo7MV+&q^y^gvHB2dj&u7Y
zWLe^igQs-ic81E)d0s*_tWjkmQhXDcmp~Kfdg`-W&%sJMT#wD!76CiPp}f^z4x)0z
zw%}4bVt56kM+X$cwM~TT@kPk;R=rKm8;R^ct8BhfH4OuSi<1nws0P{Cj}#T)D9YoY
zm#oIg<9g{1r(k*Hn7oxY4dLDT_+*`&f5izgc4QSz*N7EsCV>1I=&c65RY5qD0W-sd
z$HqDFr9z;rLQPHZ`X*Z7_BY=ljb0$=XNWh#XzOSe<H$QiT1%uR^ke{tqBM`~14FHW
zJfp_-B)`=foPj{nTi#|0wC4#<GV&d2eq=`!YPVNdr24VF#KYQMs??(Y9Iuy{NH-4R
zGG3=N^v>5JDf)&i=(Oii)cQfB+~X{7YTy>pC3cKk6V(GS#yYlOw=I#hCy#H3<Q?mz
zCke*anB;FbnBq;ENZr`Qc5LNwC#hWu^wd{025J~;#yg6G>Ua*WflOw1f_Ul3y&iP!
zPUL7GbIo(*)F+eJsA<u8E{|lHnISaKja(E|fUFKLfGm4~2lL6iKw<lj@7)u6q%pXT
z+bVeS=GUlRrX&1}k*`~Iq8uwc;1X`4Pr^%RE|-$FLFXKS(Y^wa?@mu^LEIi+5asa~
zS{@#wYxe=@%my}`b4gD<8CTVK-HcQa+&&ycJ+oP9SoBk$?P(CkG2?BWHmuP*3~MzG
zy*K-Hyuy?<jUpNO;&yUQA36>F;5K^eizl(zEy|3=wj%0EO&2Jn?NF`a{)-L^;WcPr
zl`)|kktSnMEp_?{DUA*K!7u}RRRBfz;4NaZrq3(5U@_nD0$*!nO@-GGgB!=cS%lv3
zEh~^*9CUo1j0mqK&v?Jp6^9Ur$IoywHz{8YPgRl`^S$gpLKLa#38DaUrDehMNL*C1
zOz!6p2DGN4nLP3?!?a=b64GIAM`!X96e;K!k%0k~xn~IpGLB_F!w%sFvoR!DA>AR7
zKNP*<x~l&2oImY6JZd5L6!7UVMZOy-4D~wM^x8=TtXG!@RHgKzX4-atfLQN^W_VkL
zBdJ5n$KT))&TP0dO>PZpjTWnHw*^egb_yXlXrxxpRS`1YS0qyP{8QRo_^Z&EOM8c%
z7yVHvn!0Tr5kQw2O<@Bgm?sPTdD8gKb#+$rb3`=N5TfHV3;k}5zw9Dr<3}`oiA$od
zCd#9E0Z~UHnxlczjcD4<7nOvaq<zfgB!@3VN5*&68z=cb?v_H?WSVfuNgm-;fXEN#
z03cOq(Zfk{vnpXc&d-?mnmb`RY|xXfFE|-$3p1Inqm?DO2cVuxX2TD%z`Ch%8<O;o
zxm8zMTm?%GBR+v8(KQ683!}8hpuQOyev)^tA$hN~Fh1Hmo-Zge-knrV#_zUbh^e>)
z6^!w!rwazV;;?huisy;Wrf41h9;U%q=!|#EeCgIwF^sAZbas*e+ck}nAUx-z0^4hq
z{izoIRH5P*fR8Gq8|^sbZFN1?yVr>Q_-pEI(6u!o3wIw!Sxx96QA4sm*~p{`Upll6
zEW!7pfi1I0YOkaC8#(Bsh{Whc)=G!Be((if%pD91-ht^g@dQbecM-(kpQ`a+&h*a}
zS-UiQ^BNP#MK3yAIpqU7JLS%PKHJC{g$`u{@u}UiQ?O%Qwq?ycC`HU17vr23OB{oO
z$v5l(67>-RpESv23ojP%meHZg{JYYalmV`XqYml(`>A=c@kg1Gt|;w%F-mx3YJ8Dx
ziPH__ywz)htfPsW8q05P`cEMJBV78S9Iyx_7$@d<g`W_gTr>~lZ^R4Z*BTBkQ4Y>m
zhyq(3;Xwr-=HbbTc6r$KKj&d5@~}5~=&EDTav?XhVlB8zO=<tWA+gXqE-cwYK|`3T
z^*1S1*JMlfW<*v0p=9^WrYb^CsZ!~TcP?4o);?9O*e=@~s%T8GSHPAR2n~2X9%C78
z8_p^bQi7|Fxa@+0M5~83s}&(92xQRTCR(}{*U7Osw|t9s%DV*R_O6*?%$V>W$X6sw
z>yyKlfc8dnPfB@Q??`!g4n5T-?nt@y>2~f&0b)dUe4D?FmQjxt8hjM;B6$rst2dx~
zdFMpM74><xPu>q;E>EfM0V(S3G3FAKE6|B7Vf2a<bDpQjMhm#-4rp2_%*As_ZzjbO
zEVnTj{t~ML<eXy#%`~G47<Q1xe!%eOe-hVHO+exr4zr%ZloMJ{kqVnv)JtZ{c<2nS
zprn9TJ_T38z|Y|bVQ3G;+>v1~tCi76mcGWTWFRYz?Eb8(6i-ygzb22X=F!_jlG1^D
z=L{|ht1kT-b-*L(iZjTOX*Tj%%pn)pr@s)10rn3;?&E;(Pw+k(3re?zC@}NQmuxKQ
z7ODAJ<c2;o-kVBWBSx#Q&FNA*H6sL>;A|Q0C~|HQ3)d7mH7Y|FR!a;FWi}GRp9$o(
zU~4w}U)f81@=SDuGTdvga=39%J$NZFKU@KiXHr8_;Gw{9wyn}X6ZAVbIt)iQ^$=^l
zozMKESN6uZvc9Y~5m((b;==&xcT<~8JXHNC6h~AIx+-%qZp7Y$$NkLlx)C`5L}KKd
z`iJe1`e2s&52?EIrkqrL|Hv;;H9rTyCa9uSBFvCGy_>@F;_Tc+8NmvQ?Qaa)tvIp^
zc_BRl?GV98aMcasXvwF1qzvbSm69N*|7-f1lC!V-fI8II_-J1Rv~y5`k-*CJX&3;0
zXYe%v69r^Sdhlm>X0Uz%O`bDN^rB8}+=G*E*e5lLKQ<=2o*szSEQX5fwTw3Z9mNLZ
zrhh0%KuIGg;TD-yaWT=e38ukfZ@TnQKFG~n8?=AWp3x)D<B)P$DJdaJ#1GG))Ik44
zf<Wgl5b-v_l!zyZUx~0;#<39aJa9i7vk`21SS?bpGlnLIarjY=JNu_%=*(>zr{S#*
zlmm`43nmLG7qxjvt7>ypP1C9wIjSz#s+t^Crmun=RY$Rve5!z-&>)%OcKbv8mePfw
zx@BMWmLksCWW%s@B7dty?&b&u-?*T6n*fP`R%B6`cTMRUJ@0Q6B7KcMpC_Y(ycdf2
zwG++@_^vVJ^|Bz3&(<ZPc(2%iv-2yrgw`c0;xhNbqs0d7gL{Vb8zATfy&(}hP$Dj3
zITE_ma$_bw3p~YI_DPk_N;WKP>X6rvCwH09C&u#Y(zqtv>z$0x@)6_9!3|{$=%tH8
zZ`{)U?04e}KmzfYJ-ycuo3TsCvB`MKVWiwR#fL8xan%bx9`a=*fot1K1@EZvbc#6b
zKzww>7tV@V5Z3;<C$cdK35hB}pfX0QAqD;7mLYMU^5SeM(2yvFL#@o3pJj<@a!7f1
z;kWrAQwZ@lwji)E!WEh&`cWYzmoDhE2KP`7<Cwt-z6~ayB>Em=Ov9dpUj^;uurp0m
zkH4IPkR-U3&5&$y?JlcO-M1+l!xq~5uBXtA>EVCW{fHRzE5AaN-g2fYB@k!4W7td;
zv4FJ5<SsRPp~fsd6>ABw+5#bdqiAF!(X5z_w&9$3i9a8ht%^ao?FIrAcrzzi&kyw#
z6aL#xTzBK*5VKRZ63>`7QYAf-i*ThAt{LL7SGjRlOzH)xF95h_FuaTsJ5!qY15sjd
zBN?fxhiRqJCXG>R#a}#UybVMJBhn!?-sVvXSg&@&4Zl6GfGX$7`Bpag1F~82x^MZe
zC~DJ7W6f2VQ}DL5z6vapSh(`~M(90y#>bo4j%Yi`3m<}Z0Fz|A9a*{&sZ9S^8(>I<
z>#v1tCA(b7ZW1F3eBo^<W&+~~gpkDK&rZXA{*$Hi;B0537Jo$!kVnQ_H^s=IJ2l_*
zc%Swn)1Z+9-lJ1FT>WkPa=5O^${`f|!deT#Bm0Kzg~xAZA=|H;NfB9|Ebk;iT;l+4
z#WlwEzLo7g3*!UCi1C90g`_$7BO}dJ=PRdT)1hCywH%){4^eXg+P0izxt~Olh`MCF
z&MKa$y!Svc<&6Uq96h5|!r6|%MMkYw>Yigx9h@*(W#4k6?RszR&K3NAmh~Tbw`NrH
zo{>Y@?J3tPX%Z60Cs0)xe>2o~kOpHDg-TD9*~3vxX3vT$S63)kTZ=A&)K_D9%t-=z
z)xVp&nl2#WsDm*tmmG<&pha{Wyg|716To;nwY9Yj;De9stFE$C=hVVNV2SFNdEO2#
z+2dNX4KCR$f8OaUw2Xj0b=s#mCgS%FOGEr=oS)eVf|+OE5XE&U{o=Ld2cixJvov_$
z-m3sL=wcqec82*0fAM>1?BJFJR>8Hg>kh$lZQ}bz-Dr@u$#=X{+G)g@t`^n|I8mQ{
z1rCoSso$cjcY1C#U#lrDu&>p0;lwiNuj29Lj=FhI;CE^mTHtCv36*5t8#prni9b#d
z-lsRp8<RL<S7E)ZmyH|+O)tXe%<vsBddt~9SRHM)_{a)bQg+VjLRq=&)RLXvVRp(N
z4QOo^TC><0|5yNW4N3b2c193J+1ZcmbO^J9sH=e5i@@Ez;#r2^U)(T+3i&$fL)wd-
z1?)4ieGBHtaZJP3BwG>5RmE?K=oz9b*br`<tHSWkuG<Mi2_Gy<>J8+ON~{;3%;e={
zZ_4?!JDj;>KvNBeCDZ*dt*t8(?afI1=1qN=m&?s+o{2&>u0cLDUUPkq;CI=<lPBI1
zE9>%n5jt(@{QTbR8wh<oXc_YcD4v!JkS<OOj%#eY{k7c@IoowI?G7}Z3{c>BPT+SQ
z5@IVR&Wc^P({oMKhu`}8Fbqw+3xO_$7?ZIgKCR<!*xlb5gJWWyI?;*JClStZexG3?
zzQL+Z60@AFQk~I`<_pYzgi%%50F2%{Y_GwMn}PCg)y8<VKEDmbRY#d&QuQcikF)98
zkm^t;ilJqVydatv>&p_YEBcr`aRtUAe4|(>p;Pe)XfO??fgWqBg5eqxs05!(5irOK
z)>xYL^Y4R8P)*JG=L-3tVN7mnv)d5Yk$bbXqFW1on&@W?Ln7F)*a(`MM|T3ty6;qX
zCWjYXfA=8ZZ~@$Irh;Yf;>?hSL=jh=KlL6;EjW_fCc|ZqLvmN9?so?9M2CRX^b&GX
zT}=ox($(LQd)+6~cUGR)rs4swLM;r(-*CAKdWT1CpYcZP<8VQj@p_TFn>za3k%>_R
z$>Y?3mqzsHKtOlH1MJ+s1Ey%iF<e_K{jkL6WU&Ct2A?@x*Su>7>1!OobfT+h>ybZo
zDuja{lXk6W>y|%tp*(fhFY8sbbuBx!IU_}TmTg<nc23!T6>VGPPersAYknI47^&8c
zHu4*WUYlp-1r-;ViaxCPlT&e#sn~@T*E<!Ln2HXpkPA3f0(F<0ist)Kk#JgEWhxq2
zA?qpAV!Ww%mK8g&g*_HxVumhxoaXbVu2fbgQ-E*`qGM~R3J!eZ0w`k4JNb99*udlx
zy*m8+Yx(e!8S=Vv)8APbkGdZ|9w>M&#W2^sZ5~G9VNmib4)sIw^E3XOhM#(G{7?7E
zNQ%Z76VYj{4AOwnXodT3RtkMNI<`UJd=0FIp|s%mi@b{>gWh0<OwoRT{_uqYsYVoI
z!5DnKLC<0YY0cwGAx|yGSb^eMA6D&aICgmZ5CU*FAP=S4svDvI4p$zJHg+dc*o0sX
zamuXOd_jg4$pZE&J=g|6VWcgR$;Qr-Xkg1MlD7b7kX%nBh8gqXOK3Bog#Hu@I;@Pa
zgszy_7%T50yASfGAy$s}kiW%@@{m8HOn@4A+fr0|WXhyZ7-ItwKG-%8zig}-XA}zD
zh^TkQFMNuIy4gSei5x%n5bRdOTNz-o265<08*q9EINQe0aRN^3hdD!sPwywE51=q|
zdE*v}Gq*P$M<E5??Drhhdtn4A#TN0&IGHRyd7n_Vs>c+&l#M1;vV8M7N{)<^dQRV?
ztybHRVa?^6ziAByGTS%5iCWh;zj?1PH`*x45`DD#QAv+68@@SJNy+7<;gE5?ggvEf
z3=r9kzpzic!LO~wC4a(-i1qYFSx7jt_Asx7SWi6`-8CPro|?b^uRQg`cZ0)M94~4;
z^&eUBj8kDf_3v3R!>O>IdL%1&m6T=Jdg|j?agkGDJ@vk<80J)1PrVf@`mjPz+bQ>)
z81c0QX#dthdG?wtw;w-%TI^sme!OC&<HrvjpVN=uh5_^a_(Q<s`|;^`Fn;_!`6+&U
z0e-3<KXOK(T_Ha{3k>G;<BL^ctUmV9M^SdL|I$6ikNYYS_T$^5Kl*W2(~t9SqQ9tC
ze&yeDc=AX7EOdy*hCKO!YGu|CNN)~Lej(^F{_|)y2)X$QXk#6&<!6jjW^oq<NY>N*
zLZ18xr-7Bi0tm$-wn(-FoS|ekk@%jRUJ&2i$^LQ$*Xo(raD1Lnd?&J{J>Xv3I1%p-
zse~6{wgyMjfLo#3?y^vfw+oq1K$V2!{m!K7;y1noXup3bAKS`!J<*C)OYw0P{kx6%
z+tci*7#ydvE1lpzq=eja@Mfn7IP${#nM+Hy$tvk-OZ2S-aEOiTr1=sKsPe<^i>H$`
zQ=uOFcuw9j>6G-;s2V9O<m1?E%DWnckCtXAtTvw&)22TtqxO3il+jqoXa>5k0gf69
zdcXS-tn-^Of53dA_x8-dtSMh>;sNk&f<9+RpR#&H!!>t89|xn6#q{JqC@n77Fo}xm
zos9QyP>ZD;$dY0?O?kd(ye2r`28qpi4wgw-Sgzx%0NGe}b+FVB%L@{~D_5rzi%D}G
zu{LM>_bD6$GMw%I!1l78D@#g9N0t(W*d?rrKQ?*dW3jR!paaZtCng;nfd{y3O$+!>
ze0?dPcD5XEc*na^d&6VK`v{{|)7--$_a>YH<X0m=j!N!1P54D6SM1PyFR(OcWO{;x
zsSRhFc=?V$iGG8DjQ7NIICU4Fm5DPw5NkQUV&cqL85KyI9AuiDizX>-$w4WUfb>GJ
zA&f#>WH6tH@2ZH;%tP{}e|*;Xxjv3j2FEVI(R>sMqEu6*=wBNC`E4T+()b4h{M8+S
z^iSdrND`Y^Kd{p5@~_rH>;$Qz?4!>RwQQ9@kb-;^ijgSE=BSz-nB-<Js485Vd3uw^
zg1t^;K>XKS2IGYlVMsL<@r7vWJTxR6C3z5kLvFB%0`%DB`CDKn$fn%JrG}BGA!<2}
z`a=NN=AkwUo%7|@6e^CD=cU}_G0d*G%t#IWoX_9EixHO5G8A($@IL1gJA8QY2Cx~g
zmK_>FU49zQK{WqOY7p|P^sb^xs3+Twc0&iRHKjq#kJPT9rhib=<kx^4te1nDrG8BV
zYq|tAv-}zn-<KE<Gh=ASONNv7Mz)#)P|TT2#^N}MoIA|&=9dvzy?MiTB5%CFlJ3gJ
z?~gH6^0}If*QW+t5VRtV1Wd-;+dOAVdY?q0pej?+2gWBqmzMO6wH!yTwMh}14D@N$
zLg{BaO9B9n;#*Nl`%BcO&{xHP!g&)&U3HP~;VW+w@><z3`lKH(_AAFqWyt*>x-|(6
z6`d%whl*a#7j}rP$e$HXGF`#_7NM&)qlzD^K!RBT?}~`Fyf{|oyE&s}hSihkV7BuN
zGeew=Yk72r@N|YS+IzTIi6ki->g@FJqNpTaK&n)<Vg^TU2|A7Dtt1@=#RHId^P0|N
z!teL&rzm81KI!ezWTH4%cMot*1J340!gvnO!m}UW1<1m4w}a<6;yEXbXCrra4DGA%
zx>`1dvm6XRLHNx(6N64EvwhBFnpkunW|hiGko4pi`ERW3Bn%O3h%REbGq=n}m$hap
zdXTe1HBLQ+WV*VW@DCv5FVJhtsc2Her@QF``CbE1_&O%`kcH%42g&i&8-rpC3}a36
z2$`V$k$LlPk?E>?PH`j@r#ObMZiP6u6g2uqLx_b9FvsREW&VW>Lhn5Mw!xA5MdIww
z0CBU)-*c*C6w&0mM*3kC4if51CnrKZ%*P=ff)V0;&|*>S%Ypu0)<25#!T@JY-AaSA
zRa!uhA)F^Fe<JFw9h`5F0t=b(N*ytrdm+e3Vswmn|E<qySUCPS0v1b2y#&7X1x3sw
zt_|%*Ei-$R@1)RGk~V_jmv-w_w`;>~?osvul<_X84#=as_`oo^3vtP;<@WaOzXSPa
z=xQ-hqdQ@GH=&-rV>o2Oyb&d4%Qr&xez5$OBP><y_aJdP8Smpi=IZx*aM}EpOm>Ex
zjQ6<1#fv)3wd}lZwP7Ja*0@~~64?E?cSC8+co*G52udsC9iU^@z~4um#95QKf;lr_
zKLFb~3moD;N8(q%|2q2*Cd;jfS8M(eu30BTB=g+e;hOh?nn`|*P?ipAE)3WF6*ZP5
z8G{Q0l8*L4g{40PNQ(TL$z<a^2Z``i1SBmZl^wx)TomGGisC4R5E6GI#6DUeIC?lu
z1maakdP2|}2})NaaT`R>>*zS~`1dV^ztfv0r7iF@<`cN(r(xW1Kr-Vk(otTH=cc;i
zFV*aap?eH{6D*_Nm_j|>jX7d;C6&yyKOBTL^UHH;bw2!B6jjCFm^|@~SpL-e)F()X
zr@0*-XgYjfForrjvUAYkPsyOeg`~|ypMwd*-zI$7@_f0du`2#%CcXmFz?Xhj(7M%{
z`^^<E;F$=(a<(&O;>i==jFlaLTUW(qD;6P05fiLJ{HN21g}xthXxYOO5ECaX(Srq8
zk2On0d<8;#eBbze93qDapAhNtVi*zpABC0iij+|iP9JK1b*YZV!A3X>z<mopo=rXj
zQ*XPOf(Z4U54_FT_>K-<v(5%h?CzPWK$hhYdvgf~#}VR{5=-LT(EHdoFT=h$)4(&a
zPp4lAJrq=VJ*JsKAVDV^I`;!XnRp}R-f}WC%CeGBqE9g}9Rb69F<oOI=3d&RWzneI
zG*DU*Z-gWpA<6Mi+3LE}46?bEAb$$FQ_B(d-T-CRrbVQ;Q+L!*E~4s)n-S2*qM#QA
zp#8(3H$*}E2cQK6)#Katt<>Ira@`!r8uuhkZynFF;v69FONck7N_yj9)}PW<@z42a
zb@-)oW3f!!6Df|=;Wg{n>tr>L(9<Mr4qGOtISTA^KY5lf!XrG*c>jKa7kh?t)98#R
zI}nQFE|06X#63};OHQJEy8knO>f7j?yZOxX2ZQw9NYRr<1lwr84tJR1L}PqSCf+Kv
zUaiM>46U#Kowg=?n$cVcHHRs5S{na6F9iBf7AU_X%V<8_|At{4XspjL>Ur@s+&=&i
z*ce|)`Ed;}dE)0WUWz8d?H^xb-zU=hlfXNfjAX*hd3vlw`+_`vFt5#Iep-zaxDb0|
zxB*WqityJ~d<IH<Y(;*;3^qYJC!kjIJ;Tw)qwTVI^;D>fzT08SB-Hp3&`1kc#j&To
zv8cR5%Tf5-T`Wkz>M(^1`*{^;PkhzGivzrZ<4l*H0)ORX)a4BNg={8zNh5!y*cZ*1
zCs;*VA2nv4D(M4%SY5hGXMp9;7a3yCAT#tGB&IsvWF+>w@W@B3|Ma)u>kR7;eR_Rw
zR9b5lh>t;yvDSI)JZx9W6L~P}(MN6~IMoa%-1=ZWB`1Aq>9Lx9k2MnR!uuaWIxR1a
zw%lK^C}NSO2V!+}^=|IbkjxC5?K4Lf5cj+eci)-^)#=<kO+6{ILBYatn<>&UTH+f(
zlCqB1@+8Xhv>LM(*&j$CzFNeCn4R!HV1LVTW+LZh!kHlbrgLKW4l1|OU>xXYQIXD5
zYmiHRfe6h7;RgJ41;@)n=UKFCIUG2zX<mKC`cGhm<Ij=w0wYJV$p3nKFW^7}Ts;o%
z{1D&=fP#<#hlWp(;dW-Z8Iv|B9ItW`GuslA;qEdeBMqg({|tGBf(wO${K_7xt6@oI
zCV_MlZni+G_ACd)mhs-BnAOcsq7GFo87-fux2NS*ugw8gpSjDCNdm{`0Br*XMX!oC
zgK{V8P~HR*8|rQ_Q_iY4fm;>6NGetS@3VK&e|+Cve>ae-LHvyXqz=&#qzIpkTQ#^f
zKa0<HMz@*g&u%nWNQt(P^=)@jlHKXWPNyrO09p9%0=|~GGvmzxlr=Y@?-4drsSS}4
zVJfSMg#Iz8Ig~Zd`$_hFPxYLwzA5Y>yp{7t>sDXF-L+8C?7kG%zbs-8ooF%VJcDeN
zz7iw05FcSQC%CB4_ouf{6wZ-{D#o%y6|8!AZx8`KB#1kXdIP<~H=+B==ivL|2yr+`
zbuU0vFh)PG#tXJaFuiGr?ruf)z5}LYeNPMB;CQC(hEL)PDwZ8DqyN?oLWzRB(xGa2
zUo@n}w;BC!+DbS8KuO;Q4>vffYw>q-#`UoE=pz?`--rl8IM2w}HhBH5&`)QjsA}xj
zNYt19FXXS{m09_#$uJG<a2S^}UX(JDzxqiOJDO`Mb@ErcsOrNH;C(#|Ml^qQ&tG5y
zNjHBrPOf*1;>>e!W}q3-{M8j%crIo}Ju83p9Hv{aBt|lccp~|$<A}%9@9}Of4A(js
zjv<Ej^H&{GzaoFN`a|ipHW6B$=V`CClw$_k7UZwq74I3zUyY&hWaY2sYm!Bf+(eZ%
zDT)&@NLl%-ZSRfbuTJ7Q{VaiwbrLs+0OzmDU)}wpBlR=F`KupP$HMumsX~1;fAzkm
zJ|<I05B)*-6UDoT!{p|#9u05?`K#WFvnDL~p2}Yhah~Gf>`4jRA<B3sIAVB!Ud_p0
z^*>#n)9?xS-_2jWDj_n$tgMXE)5K@;S36#ZuEa(#ax$GB$#(#<hWBD8^Yifa0eSQf
zHh*=Qlyldmz5G=drQXk9jgn_Ke^rMPOs<95R4;^<2Kg)Yd!w0Oza<Y@T;2}&X#Q$1
zhl`(dNNN)dTx|ZTiY#R1uP$}+SAS(^CZM=f$4m_V8hFvH{MB^;wsWUwOJBCoxpONH
za*)3|MFyggs_-o-3u^iVHSdONb`EM5_%&jIv7qMBaLs2E0+K}W9wp04()B*5u=D~z
zP0eV(MhxIV2Z``C8c0I<t4UFaV+nDTvLz&rB7~d28tOC=h%MPfZwyzb+VdzXyU1u6
z1i3l+s{`R_vhr6QWZX=~#OAN6(LIK~36^2gGM<ya`rEav*8JCaNVj=6=10WpeE6Oy
z^7B_OF|aocZl{cGisnG0w!3C`nCIlLj&VB7<8TUHcvsNoub?TXp1P^r)x?Kk$+9{K
zC46QBf#k0C)l8S=w&7Sxmn#}uGM;&>Q(2HBwg3?B){|To>m#v+MX^$M;}zhepAfzL
zQl9Hwq}JdkNkqmY1y+bdDFiD-o9BAx8t91Txm=gfR8E0~*q#Es&F?dx9UkOrC(rdV
zo0&1IhWwlR>gr5r`J;q)L5?f74lBlro}nC9ahVw?5_7T{=+lAK=C}qsIWEH39M_?M
zu}37;4-eGtL=u2B-uW@`>*TkdvDJQl>oZUg&2OzmnKdNIZ#@Gn#*l8N76$pPOceCy
z0QBrI=)F<UvjfoH1P!mldt)gK(=ErENv*jC+nU+=t>RFA3o6h&w7uNceYK+Ber~ID
zemJ)^N}hw<)*k5aSLL?eLx9X%CYW*4!Rc@!jh~+|qTc60t#f3zt_r2BzJ7qzy4kHR
z?Pa%?WP#qv?3TRhW+~XSKdluvppB1awvs+!AN>r%-27JYf1cmMdIIw?mttnYB0<8<
zC;RCw>ZYt@q@oLy!e1A-C&H>n76Av=El_&Q%tHH*zo+hfNH&&TEeca;_9E;nLUK+E
zUFYyWZESX@%}<4?m_lsQ48tQ{CwL>UKyqAUM^}8Z+A_mB1j5Woy~)E}GL8h>qYBXI
zjCUrB`Yq<WV)O@#e1DLJ^?QY^CEEr;aW;bOrRY8GIQxJiO4^sZhTK#}sS$_rY)0u;
zlTpecvl*m#wD`byZ8V`o9B_WMI%Q}=sjG|-5=zX_qf#dO!%i{@C7SXKj;I>Nf#Bo?
zz(o>D9TeP6C_M-{qnn%wrMrgYNGLU+5Dg*;rI{$*L_&!#h4TOx6;H@CqkI9GGQ9kQ
zh|T(aOQkA}2?GE7`K8W6P=4i4vKPwpM^>p+S{d(-tKeVFWhW3H&eNd4_}6_^u{E*e
zXH1J-XXxiWdg81YjO}FLZNlg@$VUiGX6b0ufzU=VpdyY2`g!h3_QUwO$>c4jQJdru
zc_Y@s+4?Dzzt0o=^6@*--3>D0+Lx0%`WN7AUou+;<7;t0pt#imiiO#GY(PoIn=FLE
zS7p3?M5=y{=%S!T<Q=>_6|wmsNA&M!#jl5RM4xG4I7hTx3d6e>jy?B<)IGQqd+j;z
zAI9Yu=~TR+ijq~GpS`V7iA<~}IO+tqfp0<`XR1spdB|lVVdRngqfOAazQAP1<NM1M
z0v8-5hnGkf)x#6`+h7LlZ3BRI!%>V#L-J1xg5r@VPMhMHrWiUnTGCRZiBg{sT$!iR
z#)^;fs(awhU)l#D|K05sQ=2L+Ob#D|x1N1BHk_O-1L7c=Rgq4x@cBp~<cIuzq!6l{
z@oFN4BCQJ!2yAO2{Gzdl?Wm&R*q}&!a&RWMO=7pCo}~@(ikSfXFpEWA>AQo&TTfm>
zS<5WhW=wsY9Nv=oV|1?Em>1;6e5@e^18Hetoa=0Eta><y2DFxRHQjZ)LPnbzGORSs
z_eg{NfGKNghz?(S<Fu8Gp7YvmyvdUth)`9}d9`8^;Yna!P>YJVYwLHAxoZAd76ks;
zphu?>x1064ei6+)n)SNJ$$Bln6hY(MFrI6(@cf>4-DlxB-NBP2o+}j(c^s4)jkj=x
zV$4RP(_ROJ6Zvx+Q6^{Hpg9My8zjXBB|p+g;J_uhdifGD1Hq_ld$E_U?1jY0r78xU
zWWK#?e??|2BZ>Ry$u5(Rt7WfGLA!#?nAm6ZWY<X`3^dgmmW@&zuA~c+u~bo$89NBh
zqo%n;R#3h;eyECM#(MJ@QkKv^>=uY)JK${oK~|$VPIj$9Me|Bs<6yp42=(Wau-9v4
z+8K(DsmDLrwThli-+K;Dc3mpeM>At1l$Oa9QWf5|0Lt0?J(R;#fN8}Rqyn5lW^4z=
zS(6AQjUG{)HN?}$!P!P=3z_lWa>P(c-|S?@dX>m?8rF;djesSvdPc%)xZ13o(LfHB
z$&6ibu{pDxCJ}qEV>z>2>z`Tv6LuuBhr8LyF<l27mRxcBYP^BNXe4i0WW44a`C1{X
za!Ax@%>lxun=(tGBzMZ}B$%d~GVAK6%+eR->UU?lllc<n7%!9Y?seFCMaQZZv;--$
zQu3IUGW*y`nO)7!Ov>yxI+$X|C+y9X*>Mb4gKXD{1lAl+i^$wRD1A^+vpihWGpKpi
zuc_s*wO#0AyDwbxA!_WJSk&x3@}V7%_d$iue*{QI`Zbe@{%!}!Y!-|Jl29J(+9<?P
zgg8nW77|Md;pV{xIZXtjBb&H+u<m<NWD;FvAW!DOII*<9cS+KEC39rL+Q_ucsn|?d
z1qeW46D$GYh?tD{bQ4xSGKSTf2^$N^H$O=40@zeZ39i@SdYcyKxBVlkp`W3RJ3mYI
zI!E6iyUZo#K+Jq3`#b3^M9egC{S2`(-i{72D@nKXoAF+dNeDE^mw6C{4%k$t?DQH~
za(1TdaLmKeQ(gro5_{-Cj)9vkYlSEGvt`j}1A@$W*Nd;0Y*`R(U`gzY>do&#2Ofif
z?w7J<p;KX`zzTDB+Jqfhn=O0%0%(%WmIdD6@8?r+p=_C)3Tw>HmdOcXqX_q~nHjrt
zF%J4hB)Ks{AISiaw@H~(VQH?A??rg+oC^C6%TbX4oMN3F^j<=cAd;B#JUr|2mhnCu
zH(>4V`ug*N?3#Omj4(F4wj40Bc9Iihb_iGP9}HpOlH-t(lVP(b$b^n}fu}t>u0Wkn
zoE7*;6h^agV^C(zS+a3^p+{rRZB*wV8`m!i+D5^s<-Z;V-8u^TdI0(mLBkPuZ+8Jo
z-Ryu(+U#sx^t2g7m+{W(*Iq_$%WAPBgv1Do0l9c)I3xF}JO>%M>Z!jnBgb?^aN5ic
z=;eoFKs74|`$AT3bdIdtB^u3}GiSfOg%smNF8l?YRQ5@;z5?K;?G6c@G_!r*u^*KQ
z=a|op=HqVjNn$>3w40CX{U7J!Mr%IK9yu!j?pEWG)?x?B966&l2RXT`VPeiIxKLKX
znrjlR?g)}qtBZjShr~weUs@0XB4O*)-%;@-Rkt@SHhi`LLJ01kWu%{Lt#w0?t8=M)
z3%#RTUDz>`Fgkaxt}lVO-ZN9ueW0ivt^k7XGoM3>ZLUrjeS$@jt1DU$Pqf<iM3Sq!
zoV6+zL2yGhf=i^x$<<k6S|c*a&ehGp?1*bxIyXPb84vHJ`A1-OeJp40E-J$rWU6mF
zxjW*3E3VZ^O!F8+M^ONg++8`g(Bv=})&i0g>#7s{Rp2Z~?(RedcXM~2iYDaF-Mx3D
zSW);e*mkmO7tP(R0qADr?x=|~oE7$CWXdcsz6S~!FbGEV6M2$w?rw+>6w2Kp8zPw!
z6Og`rHoUQ$yL$-*#>HMr)wGAg{M;Q>$-mZ+F^`ODp^j?W&*h!?sN~vmo)Wtfbzq_i
z#0ICto_h+NnaNF}FCCb<R5>%@9zfE}B6xTHc29}Dh1X<xO6*ozEb%}p-GT&P=y2GV
zfX&g@NlssN{{y+4=*&e=vA~T&??r(T)IiY*KgV}dP_rLu_+}w5s<tPcyNb7fHTx#8
zlh7`wz}kEXcG5!Gdhk=2Ut>=*8cbS$VcrPm8||96^Ybu4-|DI8Nfc@xq!n}Dd*62?
z-HN$;Du9MCkshbe+9=pqZYaF!j-In{zH!#(;GE?{1?So5j?i7l9gU`EVh!+Ipn^LJ
zU48j|ewL6Xg@jLHUF@D$gTyo5)KR!-Q3lXpJ%$WvFfo}UpUbDKq)exDzk;eCP+3uY
z50{k1anqUYaeTic#pit}@s~>`BQ-Wb>MP|BS?v9lt^;P?Mq;_{tuYh8<cml|06D-w
z-snTZ9m?wE%n0NV19^r(LNd%4#c?7$Kz5!1In02ZCm=VwAlDd>tqsVr0y517nPxy*
zZYA+}o8~eGSyh?%Es|}A3#z-_fb6iZxXx~-u7#TbwRO`?ZQDM6Efp3qym1M?p{a4L
z#wB^JfnEenVgb9HbqcyRz}*Ajw0~-6x&k*5_-?56<cXEBGJHW22T=KfHH$}_0n_h=
zB8VRM&tlYIg4+m)ynKzqLjhvDdHA<JO~LD^hdA9FF5TQ56C4fxi;*p-BMzBZwaqnM
zGVv;$#O7K?co?AwnFDF^p+5i_7GO1yFBpp!-eUw!F3z7@K5c0Au%@B(mbjrVReB3x
zYf=-d&N@@VrB&YNpF=PeOA3gTY`tD8_!{_oq5e+u_Z<CQ%ioXdZxO?N{GDuUUQ9wI
zWEWa*MzM91f;SG@TCQ^(X&)Ahbqe-kfpN8hqbCdY9+F&=NUrjxLn=d)ABS-Eayk)$
z3!DO>dLxI-cxxg3E2lu{|9~T=)_)VmBT;=}YmNkhnMk_sBBQa2LRbRopmM8ZG^}}^
zN@;|124`p+5yCiC4{6^=2Tp!ZaB*1!?wF0s^e?#fc5rzDsxKZK<l?d>{;U9p(g*W*
z7G4BbBZLb+gqC|9T=ZW)kJcAlmW^wigX<Ot*Kh~doh~lxH1^2GwYP(-#KG0c!If}v
zS?}_u0Ec*N+$rF3-H3q4dFZyegP(B|8LU9PRTUA$pGcc(##r_jtVbV@f{qP9j|qd`
z7zI5h0PPtDJv|EAGXVXZ%m)M%M?pU)?@H_ZFz8RGMcA4jfZk3}4NCN^|CBXtV#Y6a
zl{s-vjDK+H7XJ8?>`nM4AMOofRSdT;X)W%-64;dfN$MB%%#9U)E0j@4(`p`ND3+=e
z{Bp-dWr=hp6V&=Uq&qFa+kG6pWMyvxWGai;A^tO0Hc#g>dUu-dpzwXALNCj>K#Jh7
zQ`3WD>8qOp7YHzq_EySIoheU5C4BouE~VyMc)BlHUWLw+?lk=H2$Yy!Qtk%@zjHxl
zQ}gFiQm(VecX+i3w=|I%-qIvY^%s`&Z`zTxSzH<K;xc9l^6x}^X}HEc7u?u0Vt#>}
zcy>6Du?A**gzt1!8}W5X6d4uwF}#Fh^H%L;gvx-%0*xjG7`5S~Qq^k|)o02Q>WLG}
z7Pu>4?BQZ%>o3UHV{6M<p(X%2k2L#pe%q<!Gd{1*dcJ9Bq0$9KBC=OWfZ=oT>H53w
zB{R>@v+b=H9-P%a<+QJ`?Ws-V?w{0X_HVsqm#p?DJMB-1wlA~ot%uCq9HoCtr+vq0
z`#!e4^@`K7+P`Yrkle-8G|Eq60~E|1X6Uz`aBx=pl+(Tf?VIlv-nmqfLBEPPb%1Yx
z!%&@(n$n=={BTYGpe7Nn=@rx*60YeI)NB{7`SLWMf**&ATS`E`tXq;x<`5Ng-JhI;
zopbz|j+{R|Kn?!*cXXb@wt8zNzy87uEdH4L_>%8zM3?}pHMe1kBiOE3%x1FS%y^&j
zF;#%~!_cyO!hVTQzw4UJY+MfPLPqFYil3j%^_|6=@#2b<q;bd!Pk|FYOr+{x#JMLx
ztesi7)?t)=Bb%&0RTz=3{7<*qH?l^;hGyafN39*d*Vj@MI+p+VmYtfdF=6pACgn^J
z**VOgT($%}%Gs!y7Hq0E5fxZV<ZvYis#?q@d1Fu?avMT{l72Kv53cRzrNwQ@iR*B#
zfmb@O%|9T%4!0E#Ys2Nv_2YN6WvDy^*H?!2M^phejo@f{8hjIPOF@*#KOo(LOVk%7
zmVbd9VWQh2TfAs({z$n`y8S*N)mBK=vrXg^eumCMzYx{GK&X!+%xZr)8Sj5jYI5R+
zWO-Y~#0`1ndrg_x##ym^=Xs;Q<|3u@7JKgr_3gZIFZ@Y%j^RmVSVyo0h<IY&JUDeN
zwE2J_V=%kp7}LOU=&cHEOM<5seYpzX219~Pv)%lSOb}noZp#5!=l~WvfSMC=vZtE2
zEr?Q>0(CZjf=+|4B<(Q7uC!G=snQLgpjU&^;Ffg@%2M$S-<v0U>dJgY2_FE#`{r*$
z(ec`heh|Jb35Q^>T5lKp`u4z!K&^+53;>76qk{1b{DrBqFctqqC%H1T1xYrKqwmVG
zO;Und(+r2IK-ST=A0|7@!NUvKzO;$>Ncq=rKClD!;)85syNG6X>S8528DcKsWEi=5
zo+Zzp1nsHoDia6ZvGw7y#{)T~wp{t2xE&)aKBA>JadS$uazo)1S}vS7=7x^o9GM%+
zzmn0<=qx*tURQ~F_o*Biovm|YLVx!gfsh|>P)<&fwz3&Hb8_xn+n+fYdus438K(Vo
zt5k$EBo{q5=I#kJ-009VGJujCRV>yziI&Jq<E@#Ringo@`_3xG0!1Q!BTvZ5pV{v`
zdXu%6=a!(s{PXecV3vM+x7QZF0Qa%9*H&uR1v0RHL-jP5N9o*P)VvO@L?JrYnvz+z
zq#`|>y~<lrMrCfk%TmwWWwDriD=ye<tddKeJ;KvN0Ha(83XSH^{JEu{R7uQChd?*e
zXyV?^s}VRzTAnS?x`yi~oo3%0EYobUA13KH3hOcZVA{s_F7T-x9POM5bl6Gf$8lTv
zGf_POJ@6|$@|BGAz$7SK>V1ozs*nMYiy8U#JOF|e$qGpjF@6X1tf`HeCZYIyio)cL
zren}?MZ_w*iO@u9C!^3%yN^=qf9Wt71KM@2F+ls7*mu(`w8Q`sHQ=Al_4u0IMfqne
z#P6+Mli!Eb=iiaW?wy%)T%84;Sb@c3=M07OM+q_m!Tfx9TnJyzK}xFg)Ft6%NE4$r
zIzY1qVM*l<Q2%570Xm$<?0o$$<n@fLe0QRtZKJeeXsX;|zQRNh%%A93GWEDX)=Dan
zA9L-tG{X12yVI$Y4b097F3Rv1C2~Npnw3Uz_rmXB-hsUYGi!}h$$Vi-BQiGcvXcY6
z4{XE+hD2*>gVqt+=DIaS(xW~3n&da!Ip+=YKp@mp=zRkX^xJ@70<~KDRAAP&10g7M
ze6`U9>W#h{MQ!<}k&^l68PsH%W^K`5T>3&1IeZUan{1axjK>Exzd}}{gVq+W$`<^}
zTlx4~Qi4zZ6!UhW!_27m*1zCa1@cc|(V~*xFyUhPogCh~1)uo|31y>nmpyx{2coZs
zq+}5PR^)0&3FN0v#$-ih_Qu!f&{G;$&^KPgual({2hxjC_W&$tw&;a5LthJZH9k^g
z4oFoejH8ipUJfub7PjTqyR|3r?*JUxr?UEJ`Owb0?5SdjYIy*yf>h{tNdpEo7wV7@
zHvkZBCyLb=nlFBMT$-NwgBZErBHiZ0h!$d$)HJp4S54m-bW<$N3@O$!+l_=ffzb%r
zMmxt)1nqf)QX?OlF~4jZ?k?(I0=-lc8TLCmX$pOv>}8SjL<T}$kp|ASXX)f&LVUJP
zf~b@BwnWiukAxD=1R6|5xF-kOLb^6>fKH)E)a@rUkmYPpG+&B%TDp9;Hh!1w&t`jr
z>o9@@i&u1&%U@irh~T2A<kH=hKoXIAAf?^_#Q6WR^$x=Rmx0~1_1*@+Tv}(fKCs?n
zu~ZKrf3@}A#TEZATkm<2`4CTPt@jKFE2m^yCBzWz6cJu4xd~cbSOap~=nx+|w3rd#
zkd0mr!2hz1_BVb1N*gUh^N2)@jjkZ#WIHqVOSV_&?8yNNf2zqPHE5l2Bfnsyw_D`D
zWTOvC&*8od^|d(Z7<C*uBZs2Ud@pl6cGR+>hr)xz8ax{5KT(@MS6m@tWnX$~ozDBT
zm!=qVQi9epyUH0=26i~x$#7LR9uQ+x`?1A^?3!fY!;MkxGrY|N7Qfd5q5l_adXRoI
zn(8I)A}yxfY;>AaTH)EhmE31XRt*6?{+s~sYI;MIw?97N-H=$=*3pS0eUAhpU?U4Z
z>WD9n`0<=8%SHe+7}xfU6`=00gCH^2>oM9CT5hS7fOm&Gzh{mh<czOiF2W6u4sDQ1
zdrv-v1-{-Gop~*gVOVNyl-hhdtoZ#9e;es2{WIHZ3kH$ll(wR8iDZG#V^niRHxa}~
za9=8|sb3jy=d4<637L`4wE}_O;`WQ5iIV5`ptl%*d0dD`boibL^)4ae(3^v#4glp%
z0$5#&pcZ;=;(fnUtGp4h8nt{cfU_bsHUIjB8u1C1BPb9pFynEEkZkaTB#b+b8R7d=
zd@i&gf1xJnvC79)skl7mf9<ZHfVg|M1!$vav_kUHF`BFw2bJx+w06pGtm}aG$jImN
z1q%Dt5$(a!8gpv<bXVJRLiqOJ3SRr`FO;|IOoKtEvQXk|M!r>l@Xi{F$P*wLZG%R<
z%;lFtNvw|h(}|f@i$XeO(5GUW!9+WJiw0;Ex1ip@vS(~rQwXuL-KvprDuz1;w*XD8
zEuHW$%s+c%fa-TRpzhnB;{igG{OJOev;7|f(YbO3=C7!1Nu6!gCrn_8QTI*w=bSQ8
zk;At+A{XRP^`0tq@dtR{%y<i!DJvW|DN@*!;Qx=u^;e<KDfLG-XVh-r9H6&12k524
zewN+wbVO6kSnklS4r~|H1eS|I6#K{E<ZzN|kq;lzo(FKXOkv+`UpwD#hdbIX7f>?Q
z#)ZhRoP7`CL;WMnO30$9vFewS@`elC04~+^H4&W+Luax8pBJF9oMiX4hd5uQ$YQ3f
zMQ#vZcz$mm&ply0P6QC@6T^_3dvK8^7t*&ciDyw1_1z(SBGo4YDE(5NewU~U?t3zX
zkN@NNEuc5a{2Q;8!{J&E_xTeIIX>Io?<rUJ)tVMPf0UO#j)t#A5x)O{=OM|LY};=k
zWW7i<HEc3q?jM@`!pQ$eR7DT>PF>0SLDOZ!gf7|X6}lw0;JdbR9$JbHBUPllde{TV
zqofn5@`fSF`b2X1^OMbGifhmV2xlvyt?CCfK}ND=Yw4$k^p?S(F#C?hX}H{9%mU1O
ze+CX_eGSDMiQ-vQBO%m))GSEvz954G8{V1&fY*cu^IU-Zsb6ryH&uJB7uhz+GnXX5
z_cXyJCTbKvmGSPA5;*Yk25l(o`KP2*A`YQrdN;PyC4r_vwY_Nj&8%dnvW;ngoaota
z*j0OwMjx{WX#``EPywrn?Ou|Ig;T6vQ=QOP_oXvN(-LlL4@u<KLy=p74a&$U<>E{V
zzUI;=S=;iX32R$o0pJtoGY|SD&!iY(@YqSb(E%0(8WZ&H;s)$z?baOStaP$6&HL#x
zPC||s1x47FNjb0&3RVn}e(&5A_DTo)E&&QZj0yMUaE@Cr%{+|mh4b-2bF=#jfn)ZD
zR6$}jzG5#+MuDx@Ztd#F@6Jr#I-X8%*(<o&?es=v&+6{Cq3&pIh0(a|BLOJ{$xRgJ
zoAL-hycp{&C>t*o3jDQdi{oxlVC${)eZAYf48k}iu??2QEFYB>g3XcTn*_kXI~NHb
z?aKM+L&VgqoI~T1Q&QbR4RT7VgMj#w`u1RUA(EQjo}>bXgs-sR&{zwSZB_9N*aowE
zH$JtJd4Ro%>fA2<ap7!rGmwGgCb(`C$cueQs#Q*2Mhl3~%W0d(3!NDTr#)UQUA-|j
zjR0+=LUkf)+&*NV_tj@)@sREd4C6QytMkf9FSTBmexjuhwyUL93q@0nGKo-j_B*gX
z(~O2~@gM5#*5pHa5xq5{$)UHq`5ouvtka<(&en^PZCa}Wi&G7-D|d;an&fM+S)O2u
zuisH?hK}M8X*=T@*4Ug9gVyQdF%m;td7}2xuOzq-$XQwbbJH1>D+%w%)qWr39I99j
zoIzxYBaso`>}FK<&Z^yvjEY=b6=YPJ{(qfOk-0!KD&MGE-kgle2w%ZNd({~CGjrGY
zF%z7AR?LJlV@nb<J#9CEfbMP#p!I&ynKPmfi0MV8#q^tlnIkYkP94Dct>LpyqA(Qn
z0nMSk`PDd0X^tb@wJ(0Ub7I(ch<<ln9o4}ZFuka2Grf-z<BxlO@Aso1)cZ5MxKodA
z6b8MUaG|$Mg7y?b#Tp2XrxCaj9`^<gH!Fi5dc(uuWu1VAk!Uv)##0M8{LOg#U(a56
zuy;04ph)EQDf>=^mI+%Eu$oI2iJbu{vGWNmCazRT0{(;p2;AJHl=A}slfgXt4;Bna
zaZWaw=$%NN)D?gG;%@=|mLyUm3NigBK(K%6!%CSWY9oYTr|LAYXSKqG40gZ!a+i@e
zH$b;!dmDf0@9g%t`KwIt4Rq#+A_T)H-{*ipKTFq2u_c<KV?92Ak7}sf8U#>7ApwX=
z1c1LI03q=Yceo0LL^<CiW6`pQhz^b9N<LCwWVp7g&|;9+h*52TORPupdXo5i*bEks
zLsJ(v3{8Hv0J|_TZv>)Bj&|kBvaN<Dzv7EhBLUX3OUq6KO@79b;{Y@?=@G{Rd!cWx
zJAx0|2X<s8AOFqM?~F>TDvYEm2$B*=CXwuj$0p)@R~#vqH69L`Kn(~bO0qxQv=sZg
z#IuOKjZzj9k5tQDacG583de#SuW(P0siyL!{KScB{<XOH{-sPLXd^PshdO$Tb`$0p
z=SG8YZzrLdL{f90mrSK&2=H_Ng$b;Vu}^}N6?uvLryCRqEE0y`T^$${&U^he{SUwk
zb*V>87;}RZp3ujc4c`!0?*xo<m1G+#CQgp!PhG|ZFy9Q3<ijvji5#!cfxu(N8*&Xr
z1N$zm0VEVe_#enpS@XjJ<fOM0AHd@3VGUYjw+)`M=u*HTri1UHB;|t&wfGCerQaBy
zXgPsnaZ3?9gf`-Kh+h1O`xaS5AEExC3e3Y-h<~so?|dx=<gi@<SFvP5Fd!vi#m1UA
zIAAuhoLHgnLD2|OnlvkB;b^1)#T$J~hB9TH=6U>TU^3^@hH&7`?+5VP`WM&!MU~n#
z8pcSP)s8OS`CK4+U@bc3pI<0+Vk#RW2`)4W<-f9Q416|0#B>c!32EZtQ7tSrva7d+
zQCDu@HFaPdxUi`sG7L02LNa*}tmj-`iQy>}HbW*LP7;|i$kUe`^c6l(H5|W<ZA51A
zc~3r}|3TNWpJ;$cDC8x|xkR-Ij~R~<p1~jWnMKl@ALWH+^*JtC5kRt=@y2~%+%uAt
zLDvsSJBflR;lAji9@dlwNd5EgAlc-*vS&!7E?w$X_M%N=M9k<yq{<wSzCw{F-Es2`
z_~3bi(a1~N!4O$^iRvC56wF%Jk#u_Io@<NX3qRIG@8c*v{Dtph@(3oaR5T`V-wriG
z`h3>+ssI(!k|rwinXD8f^g0|AsodZ0__8d=$N{LU;+K)@t_um2k`5|4e>SQjQa>9K
zS?o$;3j_`?X#O*u6&%E6v~qP2CG^1HXoeU*K4Vw@8|^RS9V{at1h$J*#^g2tw(Mz}
z&6X4^I2^{o0hvPiOigi;T$m3|32Jda1bp879YI6*riDP$LEB$NX~N5C!JP5>kw*OX
zW4Jp>i+j408Dqoi8S30}TOkG)+nfV|3>H=b=V*LNDp4$DO7Eu}cmc81U7gyk4l}hN
z`Uo*ByDC?H)Z?@QxA9LRz7seqz-j%Q^$h`ZZ|y^%w~s)Ft@gj^BP-U7hI!6|dCo>q
zGZTlCYcYB=9cPb=+35dgqbO~rwQE=;*@a<gP>t3y{Kr9VhCkZ<NFWBnAO=26MkyKt
ze<?;2ih*}f{OB?i1D`CEV15gR4#Z}~!27DY0PH`Cfx|Kmj}NrvKa3{t+aBsJq0Ik2
zn(TzFdd3!;j3&Q%)sH4m+eu7q^P)-G9SHSQs6jN@%JTn0G}-9mk4BTP&?BgWdZ3U$
zGv4<svczOXlPy5ym2E4`<%}jb2+j1nH19$`@caKnG<m8Ds)};xBCiufqsfiDcr!bi
z^yEIyVT{>e!*;%-zZT%liYAZU!5@olWmq!aWh~lsG|7D?@8fM`KsGa)>@PfoqRBq~
zs5Kh@vV$^eqsjlKzYB0dMd+Yg|F<#W(}w(C6%)1-`9TH70_}f0CcIpAqKzu{D`P_D
zQ+%?D!oefs0K6{o4!spa1BliSM^BP=n-dfMmPBU9ggrDGgP&qIK}>kNS!$d3%q}Q%
z1xf#fnD84V?*H|e@b3trz<E99A#hK<<xkiPBb3dL3D4^3oB2WXqZqEKEaGQhf|&3v
z2A~+hTr#wQri3ZKfi!+)Ot>0ZL2u?(;yU`;9k5_MCWDM`(RWZv<Wai(GEW2{n)bEO
z$>o4N{!1RsQVidX=c75TW*|NaH@MGfkSSr}hFLs+W(fxb?L67oFKP;{l&zfZqA74b
zlA}h35Wef{9-6gShWoLY23)`*T*pQEiD;fFc}ZwzrUwc^tcYueE{!kC!vkgk1kDm`
zA@jld@+NJX@wQSk!emjp%%mXDiG**5Yj_2#Ep2N#3b>$gP^}=Fv65}G+x@7k9%<*S
zGHqllUKTDV*NGj_Sqr4TLn#o4B3=V;Yq~X*FGjh%sbvUQ0oxhx4Pk{sL4}B^K{=4x
zrBX}5b1mY7EM&2C03;O?n_}g&9hzmJN-U+}ArD7{5E|~9^62U^-oHfFI?hVTEa@h+
zn*I_+PITNC4At9JF_GjmPmU<hII^*Vb1BGAYY{GE#oV6p^0@xM*GVkkTl(B&KY#0v
z*vF`wnl9fLunlZGLSRWK+y`QJ9r#NGs%&eEu>#L>@~>g)%9bssuB>6x4O@q86#;&c
zj0t5M-W|P-y<lby3pSGdGlTrUJk=WA4|yF@i)a(|uwr6sOzw4slETKBrUZo;9$r21
ze@kYre2?f$%4$Q12lK-5MWQUZ+6Faxizf%+|6%WZ;IgdF#{Xzk=3MbM)?8!jnNgvU
zW5vphnkE(*nkhE7C__P|5DXs7ip-KqQp<||%*d><YR#G}Dsog-EL^#=a*fwfv5mE-
zv|`1~3g!2`u5<2x4-bgd-rxKCe13k`zTEeH{#@re*SXGhpZnbR!#tojO4`S-i0M_!
zcP2ix!=grwkpNL17_XSdX&vv+$!Sg19NlehIJJNyrTh4z&8_SXI;d)^xk44ZOD$ip
zRTI_2D>#(TfLY_p)2p)9+LBZKH(SXzl}4PhW?336VWJ$;6_lN;SKNflf(cW+gg<c;
z(ja}0j*=&*IzRA2>-gTA2yJdHvWCb!C&NkwC}($xy)r_sENKescf}kJoQOK{84|a!
zVn<c3HHFpM10HCgiqe}0+97(>y}kht^e;0ysG#2-h?|*IGklyU5kq5p{ac7)wy|j+
zzC|UbYqZs$swl1!HgK3z{jT<sel%AbB2%CD{J~h4s6*W@DuK;WeIrBF*(QhQh?hF?
z`HFE|*As<q#hQGvTd^LVt`%b&TI+6(VmH*$A&J@{YWq%K(0;K<-#%>98$Er`KGG%X
zdwTY$9b2DKt?AVs@dm5dScktuyUmi8O8=4uf1*V_T%?ElIEPosVKCl!A(&yJFGDci
zaAX~Wx;L6h!EyUKu|273l<g<%b+Qx0UvvphoG<5%1EvQw`3qZU#tPh<H+MfOr*tY*
zKR_kw19lj7amepuJ8OEBIo$U&L~M-)YYYLKqt^t(s4<#PW~w%$3umT!T?+RFR7<u?
z`!Go70b1ZT@EAT2ZSEV4qcQ^Cb)1}aTfS4`oFg0+{7M=nPj^HsxOqFq|IH_T<x|tD
z07ob9iSjX0ujfa3%4RyGT@Oi+?VEx1COpmz{JH535mWOOnVyI{1OMU`-EQj6z%!jz
z24>*9@mGulcLx3zCH9zsFWbMz44m%jQ++T)&^}Umgee9KkTn5}MvdaPuc-xCE$OL&
zB1}LhrmwAmpTK3DXrKqf)VPx#6jLOy)Zo*pp}O1o%z`GuiTWPI#5q!{H-2Wa+ZVwv
zBs?Jf@&ZoAIJ0$f_$!T!WEeKc;c`8so8;HB{%V7yYt2`kTR7VyiKaVhC+N{$Q|ljN
zIuaA{g6Km{qr}>EZCiVIJlVI+;EEK;8P#5@ZfwBly-{|JxlP;5&zi6T|89azJzD?M
z`^ulq(L;p6V*V<ND62!-x08FHi>eU8or@A31xuMPXxn&*?4|JhCMiu^$}BrvZ|S@@
z&)f)()_ZnxjTGm3Q1Ox3R7W#(*lv*TSEyRO7txAU0^EkxcH^7Qxa1TI%l7fjLQ`^d
z+X<qbm-cbBvqlxg@1e*kDMO0(o*#Uj(Gji06Jv_<^)bg=25r%e@$d!Go$kK*V?DjN
zEf!gM%;&ZGC3=CXiCLY}jgHM-3`IJR0(i2+UWZIcE6RWEU(!^oV*4ov<GG?@f)Yr`
zgKFnN1NZCO<Si@Bdz&w>F{$^-6Dxs@MLrwVTmRo1|4RHlKnbp}gH$*p>k|}V4x6J_
zGM*e6tR1<bdr;%LCN7bZ4u|_yjG*?c>>cqXM16O}zY<?|J{W5i?U((buR!*@JTcrR
z2V1fyJJ6RM9Pt8nFx!!@S39Uu4`!NXba|1=V<d3=tr*R+MAJ+CxkK&UW}o%d=WGf$
zcJStj0h_h8`EB+ZUtS~YU&+%?dtubk=ih(b4w=9L;Z-L&_AMS~lsg~bZ-dW_Zz7?_
z&f<wB<}hMp@e?|nW?V}x;zP_c<40xM^CtDPCE2rWb{OFIVxJSADh-TzPTZl9fZW+o
z<9snb$biAk(4G`iv#tq>#x}~yr!<T7DM@3W6F)2$^-A35#8x;mnyO6Se8c>n0B5CI
zQ<1v_$jt9+l(R_3)8J)#C-i*uyxq7@GZ!5zo)i(Ums7g(ceEq*aiZHe1?d1^$whCq
zuT|FQt7%~13Gf!PaxX%*`8@bfGVtK*KUELzuJ-91X2w;=9xQur#(?;!C=KF29B<DZ
z`yY;`jR8;Z%ONJj7P!D01y8#ff={P?5%Ck6WGKb9iDn<r!{8SGz`eZVO-Q>^*RQQ#
zQ$t~H(CDN}uIL0pAj`zz&i*1VUe}4i%&4kTJD2`Inc|eSj5H+aCE^W^s*^<Io~!OR
z>n%&qQFTagRDB(n5_r+3$FLe3XIR~;_u{<`t1=^z4y!>lNr%-;&C<)TnkpB2A69ny
zz&34hs-bnCIGN%Ps~)cpAqV4XxgA&ge(sK|t@>wk^jM*et29UK_n(Q;k26AbV71~w
zy@7S5-qgentV{I%O`J(!V12ZsyE~e{!yQ=eU334(6~^Mu?}=(zcGmvlOLGBRx24IN
zmutbM9+A<F+OXRH-79m9)#+ZC5LgXnd}=GTH&6D>-A*d2gP%E}fV)iK{sxE^U_U-K
z(MhIzGMl5m5}jzgf#JXInL!d5FP1O3=>)fKJ;$N!Pd;XabAX)#89o~Z^7m%uw2hM9
z-W6iSD(#_KS0dF@q{g@nHrC}>QyeZS#L-I%lTgDD(&1l^W~O~Ls@ve$4QCt(i;V6&
zclKq8sLonu-!#SO$jda%Y#=z6V)2~%P3d2m(@f2icWR~H&eR*69A>YdNNfd~KFTPg
zT)yolD+1#kW&A5!AIv(t^dwLEHVpLn=!8$)p?la)`Lj8CiJX##ns6VAt8fIqL_Py7
zhi>=r=NM6HDEj6{ItHDOBRk{Bj4bK3p*k&@IfJG)NB=NEMCF$q#51aXqgLae*!v`R
zztceTgoPPZ7iOy#QzL?K=c(<N&AW^!?X7g9BDs`K692y5Z|Ws+A2MTTYPof=1xZ6C
z^&orc9WDj-Se?YDTx|r=VH}P;DGNr)*3P?3vGQ#^`A5ld?fgS0nYHt`Iku5x(9Y%2
zT=Wh;7Wc*N{8){ijJ3qK^E*Wv?FahXnw7<uv-5h>%vd{rR-SE&&U@PVeddyw;ZTx@
z&00yYb5+JN{eoj0JCE6vDp{?$pWEr0d-}hPxi6Jdy_$OlAJ5jSZZCS~{=tVqb2p#k
z!mKK=ZB|Kods8A!bm6`!;l?pyAnH^)#KdF2K*Kx{XNFp)`-yg1bN$o^OEF`ztwwiZ
z&FS`XE&(WQk;`M;%eu!}&goEbN|HMqJ5lZNUNGG)b4heiU|pcm9o3YdZPFRHcdju9
z5hWc_WZY3Tz2vS7EcWF!<J5mY=*%h348J0KfRVyop~x0bs*PpM2cOCZh1f+uTvvZi
ze0IT5Cq^{Wg^}tPNaftc*&2+ceSfSBJF&E#{`9vJo%zP<P@i`bUyl{^zKfdgj_F9-
z(~cPlBa9HWV|MdxY{%Eosdhoy`825Xst(;Y)v9T#G@6tC*8-l?cM0^F4D;4W<99A#
zxsSh&mM)Mf4!PAa4y1WBqeV}x(Eh`?b=vv^PnkI#b%U7;5T`-rV=VsxGOc4-$th=y
z%ty<nG4|cflgG#@^J?Y>TifqcnbKVGd#RMyLV252G{%EUhA6n9K3b-!*c!Z9XJL7?
zz3|}ZlQMIhG`?+7;QQ??H4it1V|^^O#dd@k6cQx9dx!Lt6t(CZ(Gq<&B8JeG{qyWk
zKHV19KR+S+^HF{@04u@PTGo?=7-UDbT)?~Oa^4thj_}(5qP?p5DOow!6l|_%Ge|ev
z*(DG5V_Hh1Vuh0jE+U+wmv{B;I*Dj3=8KLy$+pv~UG}T$q5CR<6iNz$B#k{tsAq!i
zfa}H`8QTn<;<wF2I?vX@oq)5P;(E~FJlH%YQM45^?u>-Z(F1j1#m3TMEmy{THHvhj
zW~$=QTkCAsVQljlS=3JiBGm2vM8Se(KB{I}jxP|Y*#&MUPw-ZH#7;-Kc52>+qEniq
z*GZE#8r8#>#TbS^FRSwMgaXg5-<*&S)NhpJ3!*v$Y1(@wt(Wx{J;d0|V~jT2X+^rk
z9?Bj-9&28dGg}g$G(LLC!IZ3}?WU1(rd%GX=ox9YK2$+}fnWUd^rU*#pY%hos9KHm
z4av7}12wok<@B+xFo@q!qZ#h3udCbfzoFrUfik#Jv7IKXC(0nFY0c49BCobydtjL!
zHY0|lKz<&oQT$uc+vP$Wv+vo>t4ZlPDbq%^{pRR{QilB9i(T6L5Lp$~WHvrqp#?f#
zI8fqRx2`ym+gqb$3XumkPEh_aQ*(dsP!{USyo|#JCKVhObi#AfK_`lwXh&0+gz5lD
z_vIqDDMkUYk=wrJ7sca6Ztv|ea(neeXFhe5Vee3SkKFEgPr@~|;RV~|Pj(#1DZeHH
zH!2s(XppOJ|9X*I#yjK;K1WFp*reLy_?_FnLkXC*=o5?7k#M23Zprwa(g`~mTrFjP
z@qAaXlojJ;-g7dp&^sELPI+@yE}5ycNlxn_drRD>H0Ft*6i1Vp1&w!M7%+?I{mJ;~
zwh2g}3VD-t1@mkWH#js}BPGf}3BI5;#5|>6#;%9I*}5;2luO1FwwV>9q3S*!;E0+u
zcG;*k@~|h@scgPHRaHYH4If9=wA80@!Eh<iN_D!MkV2dq2HAum5^hU%k|xI{rD&(f
zH{=o0lBV=HPX)i)=<oKP&z;QVcK8X7wFaWUYR?nMcpvH-kl4x|qQ9SrarW$@J-kCl
zdyPal9WN4DpX)y3%X0mXNp%sa+<S(gWr}?-8#Bg~A%CX#6;;W*r~QZ*-_g#G8!!HI
zZ{o#ddDSBrFCHMLg7M<rZfiyRsqRP->l5P<?eNzZh!@v?b@5_pU-2S8lt(Y_b-cLD
zA1|^Y@k_*u#!kj%`0OMRMdI;rZPh#-F~hmnIkNBAZ8o{xxi_rk%82bVcFXkVF|zcW
z)U*7Ff(6^yZSno0T1+4iyWObybnX_L8RgoHFLryIG`;|APqEwjw{#9tH{8G2?V-cP
zMeaFvJ4XZw#BS2;FA}?rlzjj3*zF_n(_ZZMcRh>~yM1W<x%1N?^h0mmyh9zb#_^6#
zGWA)H=AH4s=`40j;MOBeIC#eOim}Fnb+Vm7mL7D@XAsB)#|-X#uU8H^>pqCGVtDuE
zaZ7x)XNgYvQj!x*PR1Y`^d?%PINpEJCrskTB<^dDcBsb~-zIz9x1G(|7QN546Ye%y
z-V>vj;E??(W=dX}5DG0F|H|SkUJ2>mDzdQ4iy%fnKcPn}B&0Eqi(A-RR&k$BU*3+M
zfAYS8=9eHq1$juT;$eJngWW>v;=Y>SA?D_F1rJ4aZ;3_*eEC{}wGN8jx$QD8Y!*3g
zG|zMO@AVQ<>LLr`vw&d4f0eVn6gkRY<Wa2cN9Fc}x(P}r+Ff5-cfK#7qiyLp8$TFp
zFcH@nx?m$0HsGdc>BM!v(=wM_u_0731^Kzw9M!#UCyj52jB)g_8x0bH*^egb>Ib_!
zHD0_y7qVo@fUQ|h;PpA_X;olBf?v3iZRXq{NF9rOA(1KQMp?cyw|g7qiw5$GHabl%
ztB8^z(Rd<aE%u3;k1Zjr><t!u$o-Xy^BqwU)4#i?J+)0^;W57W%F_)qf!qQzpd1@b
zR6lO#hX?J7qJ02Bxl9%2e%}5)RMltBhkbv`0<OqGCp1T|pcr4j1jj1vi5=nWj4^3q
z<1QM>-W}DG+-d2!ovDYq*LI1Di)rd5RmW{|%53fnw$R#!6xiu@1=4!Cv{BLw(~dYg
zaN5+ni(9M`$vCnLmm1q^9fjT{<8<_fR4+~7l2>**Jwi*pyJ>z`RqtQ;{E6=E6Wf!B
zbh8~&ix8RL9Kil$;SZgugHhexY8}irsZ!5eY|rQln0f{~s#TIdnpnhn%fY|348?t{
z`&MNaK9jMg|C}?P<YBcXCnnHE98_Ua{=G*^nm{wmCSNDjM7Ms^djZRpHgw2T8)q$@
zOM9^G>s5fjDv~wVMba$(j??2>Z1b3YS^e2PD=<c91yhC1vvmbm--08=9vS5uuU0J!
zV#fY;Hmf%G3P!a#Uyb}Xv9sCfOFIoRR(&IL6y4i`VPbdkr66Y!N89y*Y>PHeN*Rt^
zHme$&WwguoX8Dd1`Pe8W!s_;B8MYLs9$miC<=nhDi|p01F~DTnZA#z#?o~QE12sp?
zHPMd<#mJc~hQe_lQrxMT7)YvDM~ZK_Qb;L7wG^Ke3#}9koz0<xu8C+6faleHv9JC&
zZr7}5+_zQ!<oy#lrCS@MovNm5a6Qp$|D+x|xMxW1*U`4?lW`wG+wet0ju*04{5pGv
zgH}aa$J557-5f8iFQ$sAb8kKN=e)M>3mwf1TI#W<i32k#LB*<)xpFG#vBi%_fASx_
z;O%EE*WCX7tX|5XA34KKDFfbl!6ch<F+vRn)|szDj9()?bsWjfizb|A^P3*ZJ3t%c
z@S9SYM#5^r`*9d}(c~bxE~`(mFPfxNUz;5;8=TUbS)ezIJ6c+UzDp#t8!6cb&Y|}T
zi@s<STq_B9#J=Y8HcATGL$7|NLu&T>m1X|-I-hh$1&)jh{s{L1TKE7hT!Z|uIXXyg
z?9GdOdOT7bIup{n2bp(Vwas@A5{1e%_5jAP#`=I#))bh-WTjeDU23v!es_zRlJ#VP
zW)<&8RzB-t+((AV`dyP%r$0@d?G$m7TLfx0VYV0;iM+($v57g~CQbQNcRNaY{d@@N
znUZZYZ!%lRHrQ(|T*K8F75rA};!E8Gt{Vtkp-h76<|=)G>$b_(kG!KNS!VGbr}6r-
zcn&$W&JGiOXQyY0eBjy*!{gqYBeDcYf%|6texQA+qC(BYiIviI<i(9W-rLXVG&F$+
zHZ59@L+d5>cu6-?;vdBwt48m)XX3{m-xdA$*u%IJ>q33%r#rHjNm-l{M5U8X|41^~
zvwq7A(~@9bQh(c@+AU)r|5>*TiAASVNCN`U2|NYW&S;K~bNl{0`rq6?oz4f>&Bu@B
z^}>6MwUM(qdcYsJ!UQ<VNqVg$l?AQl=m>7FygMYuiyFxsHqXS~OK>b-H_{TvO99o-
zx%+v|eHjYY+|L?=kZzB@YxZ2o16;|f?zWrvoZh`bZV;_^`=#EdId_?k5PxGFOH=;K
z4BHK6OnVKk`P8&RKlqGvCp*$zE*I2Us<6d+_$<0ZK<6_aKlRHvP-L;Uk6o)=-5eOW
zdvwG)Q^ktRrZz0FIXX>>*O%y!A<a_>_8C;mgT}awT5gm^nX$wO70Fa}&-v3_qzw<K
zu8F5~?@o0U!Ut+aboUO|k@0?JKT+L4Hzl$z^Hg^YKclTttb8lm-?7DVq1TR$n*G(L
z1%DI^vr4=3=dRNJTdJf4>F#9{9f1x}fg%?;Jsy^N9HkBSDGg=lJ-(xm3SX7m&O>9O
zRsM4|roRv?gBxSp#_J;ib=}IVMBC&xz6D`L-?+1hetoa{Km<3rnLnqyJFlFPi!(5D
z)?VDpKgH%zmf3vw@=esfH}~@YWW>@feca3McNcZ2nm5`}^(}dT+xxwI*2@wJN_^V)
zy}Vk6?_NG{vqp;MUf$ligw;h`_cu}N_1}?A<BSu<JGXD*&n1JoDW!LfC*WoenVHn}
z{mZC5eWWN*V=tA}{LQ+97faYaImZdB(vb*7cxx=$R7U4t^zDD0VOv-je`Y#85&hcL
zT0SndIr{8IdC(>Mdem9e>7o2=#Rj>0ogPXUM(*b5FJ(WrdKN0<-F<$PaAI{wAQHPt
z-(DNvVnXs$MC&Fb|HdowC*S|kj?hOMPS-^#C;IUpRMGNKYV3Jq&ksaOOm}9kS*^|S
zD?7?#T%#A6EwX#)L6@0MBfm;Ktdj<aX=ZRn8$4Vbp*Bg?ah*n5y0qju%jwN=%~1;t
zt{SbQfm>gqA@MCu0uiV0fBSFkgf<OZ-PR`30L;NG;=E{H9^3P?g4kPXcZcV_u6CSq
zZB5?z7US!PvmPaLe%yTv7g46W_U#)H6ru|zQNnsDlupy{8FOBJ`+1%$J?^VDaffNQ
zCeH68u`z{p>!ssxw1K$lOwFgUl=D1-j%QrZA;C8j?$KWf5!a_TtxmV>RC}NbwKyF(
zIugceb#jxShE%?i+P&?_4D8q!e#VF;IiA<%`n*nLHrCbig`XB95xX46w+wPB+NfD%
zKH1pwg`X$oqFxz;;n+lMj4=<Y%|11~Y>QLX9)dNSOlV!hI7((ba#z9Wwm_?#_X&J&
zCS3HQJEX^mrDO4T$f@9)2~%&R62E?&lGN{=N=v;r6aMiF(TenB3j!dMiutCTRpB*w
zc1};{t=(wz@1;WBY!hqxBG01XOa(HA+<gkNhRSV=bGpy{Q9mPh+&I3E{ZZ-uJamP#
z63)odv8=5grHPz4-=wl5J@-pV9H>3))-DlyuRFT->yN|-`V$2UwhlQg#-x4cAHD6Y
zMcWy052Ns7QZfU^j>7vyA7(PA<GoS%TYBF&0X-_o{8rYlQTQV*q_<Icjj1{~3I}SI
zUPj@^{2-pO)V&ymlS}|EL+^`>!hgKrj>7fLW)vPQ435HEM7w_d1V-V9T=hobVbY2o
zqwrg9+XAC-C2@LmEYW&!6vj1?2i=1GCUU!)h>YGnSjeXuQ1`HqwHo;M^wXJIo9m~a
zlw`g)4|^C$y!SGv^MS42-Sl!(vl>XE_B$@;2+h)qfgB<idw0|E-^;w*d*v~%f%qEb
z^s4W@%-=V;_OVKwB_e(#r-JWg-YL3`Q;@o=om}+HBkQ?%=8-99dphZ7xIc~#+t4rb
zxbSwTV83~MOh_2xL71Uf;qmP&7<UxXYv`uI>7Mo#%zPSoY#@8DOa)%nTl7%oKDobw
zCOn@eH^8hD>}gNvdV~$`D|mo2Uu0jw&600#_7x<UcuvMpDvlpZ(HIPcaF=M;eCCLF
z+E_00wwWHr*+x(x7y7jY^deF^cR21`Cl7{XJnYn9Qs-qG%ev8RI50QaDP-6k@eE+3
zR^j&#J^KIjrzE2cb?yJQYdIX=`<~#Ljb8uPOIk1MFZHlz|I6^`(f<o2abQpI)4Y`t
z?Ekf#3G~0ykX}3KIVr>Iq(}8IPA4ssJD7fT(gofx)YA`cAGp!Uwr`uxYL1>uO0kT5
zp>H2%N5z{?FULH+m=Y*k%jrATGD*x+ym+@DVmR23JXj3=M66$N#scKiVj8cim%3g)
z@w-fyL_Rd{2$=A3eTuY6J_@a0?z&yS1l(fYJhSJPm~+zd1;$s&4w}HdgWu-xJ?s#b
z?W<~TcWMRV@flT#&X&(8cCfMRFXmGuW1hj{%-!!dr2;CNC#TH4(PmSU2D>BqtaJ2V
z>$&DdwKArMx?@_Z*~1RVQ6f?N9}dvb==7m^B-$b3Jm7?HGHO+y2~tQOv9mrh=WBr`
ze37j|=~B?Y2nf982`RueIIjENJ0UIapQ8)8iEp!&9xfjXwd;uu?z0Z=27<q{G9fX$
zTDHedK`r`Jiu|lmxEauBUm1FlFC5UZBOj({_GfAxOyCGe)uyw*^zSK)rSEm|aqk>1
z8|L1vSZ}+ByB^cI&Pa5vT^tj3%?ukHUvKCK$9s;iA=K*|Uw@Zm)xq)gia95JbO>+c
zSg+;QILfWj*@+z(Uw@EQd#t37@zwS_8B|E!9DPijJN&vjd0kHMkFU!xu;@)s1jbjK
z70t1Y_8xH~!+1kQI=XmUN^Pbh_g7!vMx+L7xY^$~n~rps(zbndXA{5N8u|K4Cu=5y
zy6P{HgQJIA3C~1|cYkSaMK?;}-!f(V7sYC|!DUaDK?gsxQ+`SHRB;dPXFGMUeh`*U
zU>M2PUS@lD-RF2|D(W=aW5_)&$K3MpJWQ&QEwZmf$2_Jbl3mPNOMG8cs)x<ddnD76
zCU5DpXOv-m;gPzeFqDjpmKV$`)A!Az|9I-c%W^|~6IKte=Kg5M1=1L)dfAxl>=oV@
z<BvT|8o7@tyg9o51<x*mzd!U-9i&bHx|+cau=}p&0|cd}eD90#2<E<RERs#fCh6OX
zb=8}fj$cb^)QU9KVutc(s&8$@ylR4#u{TY8m%bs_ViOMHbW8St*RoICe9*NIn%<@W
z@gP!;`-1z5A;0G$TLIUGB7?cOP8_(60J8^dG=*-oxl(0vS&(XvP?CPv!^ovuEp#rq
z6n(vWfQBwe<=y>JnA414Rx@GVAlY7XB~|@5*u6pP)L{M`&C=Cz4T#O_|6)4S&%L2B
zpNGxkMfwm+IGTx)clfOYy)@AbaMhjD%%F5$!`6IH4TSo%Z{Z-V-mVwPhh&X37_(Kh
z2xb$TciN5V|2cZ6xv#Z9w4-n3x%%-;rb1E$e$On7f$YRUI_&dM{^nc5BG^geJIqUH
z`$nhB=+jlz!0RHU+|3nlwR#kVA&^;}l!7jjf;0%^baQkv`&%@km3K-vn9>J7llmdf
z;MU*n>W)5`C{9;2xIqkM#q{pz?Rx52yrO+!lDB|lM2JU}aj%1XNE79<G>MIvH%8Dr
zRxTDRuTri^7VW77S(1{m$BN_t&WRk+1ut(qA0eYN)u*(GpeLxiVehG&Y98OF1&`1|
zOu=pD9nH;V1UPbJAB6l%NKVQ&if$>}6x~k4P`T{Pu|dlPXz2m8wC08J&yZ4o(SvT)
zmW=wEbo#Uh@U|Q5sUzf6@V$oPzw6GCP7Gw%-P*k?{untN>}8!!IuMfH)*<$Um(3{<
zlkfuSC%G<qc}7S;Jyi2zArer>jm6Y6P`qfKn$%`FRCX{5<-7!2L_peb>3<uWJI{bp
z5t`m`?~%0wkHmz0zal5Q=%PdT2DDh2?{_~q6Z0!_pU!cA_v5EBO~@^Wx48yai6q{W
zibUJsXmSrtYqV+B=>75ec7ICIw=q(0r_r~hNZpHI6()%oc6xss?d2K6=l)WSgj#=K
z9d>_8?&ZE_uwK#%o!0HmeT|9GTuXB1OVcaCxXO6io^jR9w7?fvy)6zoCa!wPoD&0k
z`cd08{l9N1eNlSfxLwT6zN!|uZ&~^XrJA_vJgI<+9+Ok*MG#qMeH{n~^L#LR;=?M0
zZ^-&IFB@<0d+d=mm15Ltz@Nz(Y&vE<*l{UW-7C`ZWOIG4mKb@+@ucRBn^*bLrRy?c
zas+z+S6Z|ig-)mN1`7XwdB*?z&@VLOC!&cx&G=I~uoiAsSOSYb<0o<BXCuw8e#Re0
z!!VLwX8gaHIh?D`61x1^*2|24zs9IUM0$tZ+l+seq}ub0uY&nz{Mo<J;elnw&iF(4
zNwdB!`9U_um=xkKMq!V5ZZ9Ty>Dw}N+y(8=N)d24t6V)}f~$T-Oz>Wp^hY2j__Lnc
zLrkzkl-aMCV5A1%@neEX;tGuCI9yc1(7#+x^*<&!UrLXO30i1a|6_vmTPPtI6MR=r
z1!IESm<ru~G5*T>o-7n@uehF^j*0at%vXUY&)@R0Ig?``Ciu4YV{`N{;eRA1kpAya
zOz=1+6dM!loPmb+6chY|MD~|u$K!tY5EINt!(ss0JvH4+OpxPGDf*6$2`-T$_ckUt
z*I%mX>7Fsc9DgEPHE}cIUnF%hpu9IOs(Aq9#SdQM;7;j%WgD)_YN7(iD8$NesFZxw
z{W3yis4}~0fammHu6P0|xCKvO=iBD!=id@ZB$^k=UNH0CkI&a?HcNqbu?@|6X`RDA
zXq@1#kFVv>+t>UjDU5>5KAqd}L3Z3;^lSN(ADNL;I^)ZFr_R}pln_1hKF&KoZxD!O
z?f9vuWN-XP>*73n*G4;U=$MWEJMHEulrfo&@NO(6N!^*<8>#lI`;)!e91ZvE-SL_z
z*bkaYG~XP(Sr!g-TSmuvxplG2BN@Hr3d9p9c>>sw(G^yDke(u9)gH4epVIka1F}|P
zf6GUse^Mr5WhxQhNkREy6C_HE@255&640}0kKL{3#^*hCapo^~bw3+DEZ9S?$ew<Y
zZF#VUFWQp<BXQJ@^Yq;gG@$iR^hoNH-i~Q+&o*4Df;s)^SF`H$XRD<@ZHTLuTOcJ{
zt*cshngQ3_t93!`aChvy#bLXcGxn_<x>))$)<S#Ad}BanpC2+kzAnBEF7oA)nq2i^
zgE2pS)PWeB<ZFYP$7+2t0-_YXE8M_c)4CVNccWzX#Oqq1dKXpNS^ivO{JBgHSvl0$
zpVa0i*vk;BgLK#M<x5&TirhBYm~wOU$QG|}q&!pBj=Ob-U5}UN2D1^He)DZ$f5*Jt
z(8iN&eq`xav_iJ%({AnOJbACsogl`#`y($vpgYjQN|tRF|4xj}UFzj@bM*LowVn-Q
zpVINK8<PnYO`)$`+}%CaEK{22!<3@6eNd)S=TM`T(r~Aivc~zzq%}yk&ZfOy3Td>Z
zuj9gEd*N56kicG7mXNFdGQMiZ_^S6=|CKKdY58j?e_Q6Z!^yqUUFv<}n_}8x?4(h#
z-j*{frY)9a_SBjRk+k9k9QOt82Fu|15f{bK@N}6dx_5Pn0)uuQ)-z&{)w;L@`~9A`
zQ}blXXrNm#MuL3u=g3BCv)@OL%k*Zox3{ym%7=Ni=?!Yp#+DwutGm0$+u6@jkoR`>
zJ*L<es*U@0_BS!I;M>{XT%&@q6vM#tUgJ(KRtt#tcJ`ml6Ea4n|LyF%E>fj#mc~A;
zA1r54UYAhU*`ctlw$~!B_7~aL+u6@=&|0+azGDg*3n<);DW;1b-Zsq>@-7V)We2cE
zL%+CH^x(!6pRuOy#T38(28FpX#i{qYF~zrjVPc9>ITeg4w#!zLPwv`7OtF+b0zRK?
zykP8HhZh#L&Zb27p~7TDG8w(k|ClM+dZrxncHu_J`55EN_g>f?I-K3MUap4>G&7%1
ztZvJ${%^^4h&0=IMJzDcS&3d`i%ZO$X0M#)is#JO)fJtnP#bbwkBi3r_gqZ-u0Lfu
zg9_2q<G0|uWz7^z5BTnp{tR(Pa#F2xSK9O5$C$zoWQ%7t`Uu<xUF|P9(eWChrh4xR
zzQm0<VruWP)_R?n%@^Q#YpvB>m*Q^}a$l9G>WjD5YSp^fD{yb*m>S3?J<(eejC%HS
zf{=iEexRkO|8ws4TWnu#L~#CYj-Dkg@y6Jm_BCDqa~V`7Yyb8&UGbKT?>+Bpdf{LM
z34AZ5o-=`cEsiHQJuTxh?w;}0l5cPJHSJ@R>#U##hAfS36FrrSc&aCLO$B-wXUoid
zxzMjIGnbIk9jM`$2~I0{6Yt#9=<nBjJ#`_^fYj=AUjD1;s1CcjZx{EMO_r|~?yR0X
z#PQVAjH^nee!p#Ols0G158S&aio4F7Y<#kBJ)f8&W<7s6iR`_5wehxnt>>R=bQwL=
zuMn?~?U45c@X_!2Q;O=CQW(o#IPqgC(hDcd{cQ)fPhZOV-9*9*9sF&Q%1(xd`%CrJ
zAJFR$G?8k*&u1Y|5`y{GJqC&HLTB~R-RL`Z#pv$+Nv`fD;uh7G;yeq{St%gdqyOdF
zQ*8KT8e?73=~U^gDD>fz%(PHRp^QrRY2$mVbo_Vd!X_rN>Q0~M)@sZH`QN-tI=#yc
zd~<EAE2Bxalw{7`x6k3yIeuH7sJV>A?@{8BF%pl8kvPh6aCUEyK-v0N(cF?Nc81)a
z>2sWd85}E&=X;BxfZ?!Ay?qd}Zk}o*-_3HKFGKVCU)=jjOzo@r((w{1GL3NL!>HA`
zCCtRgo1<6D5bzw9@m~`E(Gp(S;Pw1hq6;OB=d5}y>-b<<N9kcqSyf(HZck-5%r^h_
zbEmI>DGvTvtfV<g1Z?|6L|DjxUP^NoquQmu`-+D587rygM00e93c)5fTgE4HtT!Re
zrd`VdHzg-?nVXVlxBV2QM8ClpuuD);{j)hbMz~_yO3K)5yYqA^v@)!-r!wS}xiNE2
z?WW}Dy|-|FNz+1SPoKDRx6R_AcG92@|J_TN96mc_aJuOeHN73Ki8u{+nsBeUcVsV7
zyKgkpzg{`9^&&%av_bUb8_`2=*G3{6yGr!YzC5!a;WJ$Dm#iKKui(7FWrNRjgvH?c
zi~y&rkb!8`lt!)1(UEvOPZO>d;!58bBmK{A6X_XOR_MVhwALg#_iMxG&S?epip9pM
z*OxBfg=V<PdmSfngM^rIQY0<t$CxvNOl}Am+Wd^GWK)Og8^0A^S^XY!ZE{~nf&CkE
zlP_a#cgI{*g<u1wrGLy_DCdG>ZX~C?F?V+jU1c8EL~fNokwH!c$K2bOBAyxd>+G1@
zB&XtxxskjWvUg){?T!5#b4fX_MLM$*mh{z)xjOL{cF#^=%$<os{zt~#v1i6>q4dc+
zOol!Eja+Go`tEh_qi@}0u|riYw(=@5wAfp=J2anbt?p<yqt5!gwf@3;8;`g86U9i-
z<Hqh<FR}H-acZ`!{FQ;UHr-X*H=vm8>Zh`G?ex|Q6f0yeOHTDQ1j=B=LckhY_@LqA
z7aufy;>v@DPg`@)@blIkG`w)bLBr>5K4^GF+d;!+W65J<B>%Eo4X!bTYT#b-u3XSF
zF_vH@3HUV=y-VwH3%b4vo1<rcD7wdUsQ0jMVqcXdCClvA9DRi9eNS&rtdjKZ>cdK8
z@K#!`m59n+X=#yBXNK`ZH_4yP(S3!%m6oe1A-ZBY=i@%TQ7;_uu0M4n!=6h3J$iG3
zmsqyx;Qx(o#4%4t7c`M)+STlpte&_gI&U0}(@0G}?6QtUl?|c?qBg!yC5`JNWD5wn
z^7`G<zeh@qarQ}_c)MN>tgf0dB7%+bO_Uq9<q&5eB5TxnM)kTuoejErs2@)%rH{<F
zR`%CN7W_K6O>_a)=j6}Tzo%_B*VKd#;}m}PE)8sHoNSgcBhK6iMXM{?r9;ieaM7Rn
zvpM>b^jNj5?=pl5V|#vkNuo@RFhv9WM+;t?fi$ugLUXAE^PW)w_3}RN`CN@y>P~ux
zE7Ge{O>^|Vb43NQp5k^l#zlFFZoW9TgTHiB_G8`c<fV?~Z<e~l9QrJOA3a1AZD!P4
zcRSbEiTRAR6JPj7WCNWg{|>X~dOX87_fs<K`lGK^D`e<+@ymo8oEge78KhKO-bk{I
zGNyUm!+r_mC6UPs@dtb)O;OW%S+3Yr*Qn(3k?`P?hVh)oN*<A3Fb`&TY4588c}?U(
zJtI^;?J6qQzI~Sc4bexI>d<yAD_%&X1ueMT(Qli(TYKk^Imd48uUTo2kV?FeNV>XL
zEn+y$(e~>cEvZ@bjPmR}G7|S1C&G(0LM?NpTV}6qS#v#dFB^)&ytbs-w#4i_cTLtx
zQYUwYNPdNDs%{GPg*}&97yDC+#0(eu!CT|FM~c)DY6ELYL{s!OkZ~1vjpG`Bsfnt+
zp1$}dP2_lt-cptFA#16B4=YT)YO}jKU>VdIioSJn&@zbp0+!)80<`KzWB)p6FYkcf
zB7=Vn9&){D2=@@Y9m{V~bL?4-IxFeLFL2+pR7LCUzGo$kbwenhmW@|kb8SG1e)^ZD
zn6{0scH5>mb?<Q;Y+D~b%o~S}({|QnhRa7EOit<F=@?Q2iu!+fU*qZnztFzMM<v^9
z5*q50wYYCGT&BAL``Fi5B?(Np_SNre{QcJ*;q1!^fj1fEyr~A#pw307eEAdqW)lbB
zWO%h-`x<}UV_&1OZtDv-A&{{_FM7paso!crjXG~UMj{iSA`2mcG{T$eZs*VoP=6s8
z{c&a=<(?NTcT%w29|y{<j4e0lvjd^wRiq_Yiy6=AH<*d#GtLqKNJxbzvEU01F~96I
z$RyKwwotbgN^)m|zGm}{UQ@amhR$O2P=;bl&a%Rmoa%SXrmgEo89&R4eR?x5nWL-b
zak3sQ6t62}-<dM3tbRLsUS{l~elF$MMg96~FdBKADX=g-+3^Ax&^jh6I!+rB+A1c-
zOJm-96YtBXQiFRWXAW_!!qKwt>7<D5zZ+_J(EJ<h`JhqMz8NdpKx7#wR(goyeFjvu
zU6i7+(qQRj8!P=(Qn5>YXiTg$l=Hz@>D48)z}yDiS0#V4?_5sF9PPdQasp4Vqt{-^
zd4Cix-Za*qd%o70<CvGd2ai{>MlE&x(g?WI*i#=59&aPz9tYW#B=QZi`BJzy$nrV#
z2H8Bh*v~<BRIpspp0C^k0_C0-TdvdnX5tMDvNK7mgDe=Ee3?<UOE!UM0sR?e*cju{
zSz_&d%pLNhFEZxFoftdj+A`cRH|A=!qJECKJ7!C>0%PtPITajp-~F0nB#zR*(lIxO
z;(h(@8*@!^#g4ge$lr0s-0Op5$J}{~WuWQwaO_p`C%<qar-EbdO14f!53W>g#eYqt
zXRv*RUlC#L<(PZahfAbKWA9OK(tPe}mS-A{K8+EZi0)-%a_5KGN;;%9LoWBF2+Wz0
zJqp<Nemnsu`16?(HQqN8J%_>dEzxC{`6L>HVvtiO>do9>Y+ySE|FQO9ZkM^n?-)=c
zu}s^xJaa{AdLeto6^YS0uE-n4x-9YT<1*oxc#^VAimROzG7G(1BPr|}LkUko9D|vu
ze-op4_d>^TilX`T(P;?eKEPS6CKUUQ^Fi0ll-mk36p&6QsT)}k)e?d?$y<0f!Ra_l
zI`nXC9}>jy&Hf4T`XR^P53%_O4EXIZ(VOqN%;GE5vXRey%OkK<9A4!1Ou#7xU6gag
zQjZPvo#{n<9@YLCRRlu{Z>=cN9SE{QLE;-kZ?Hya&)sj&J*kwXBg$2k-hd`t>++Qq
zaOpRZ&CcwOJDpCo4Vc+FX7UGQ1&?i0cTg^WH%DhK=<d#1TKF=@YvlL>j%8e`Gtp|7
zQDV-Dc^IYH$e2TlrRTjuOtem7qET2?biofKm%f$w9e#)7mC5|y%ae1eKgcHZNyTcI
z=@PenXWO^s5q|YMa&{V7Z20q-IF}WL(O~$~TMGwMoEI6|zLKRkcSpL$b#c0fG_>&F
zFFGA9w^~C{jtQ3SbKY-WXquvHY4&ya+edQFx4_bbU(tB2XC>}!bnOA|ToAOUo_0<L
z<9SK%x7W>h3RLbsiCgUXGAYk^9VSnD-?x`Io#wQ0aWj1_`^Us3w8ZQm%LqzFNx^3H
zHD_T9^6wy%LliiQ8mX<fIPocImKOuvp<Y$v#0_%A&RLhp-^^KwF>&JYoDar{zv8pz
zcFtNP8bWh#$f@9*^@DZHS?5=9eh+bCyww!+$G3@ta-XY*F^?WEP^o#h*3(9+YfjG3
z5L4Fof@K{PudL!=Srp?7jNIAJI+?9>f$IsR%Z&w_E+1gKybbH&yl(fNP3e1;VU?F5
zU~MwAI%Kf<e?!D^fmo9MhN0T?eY$$u9R2R=rk73?TKQAunzQy{oZI{V(lz#HT`3b)
z1#0F22e%N(d@-xllNtX*O$Gk(-@6`-H|W2=ws)C&&xs10@K(v%{ba4x_m=nFm-Ojp
zSgli+Y5k1cFh+kcBIsv$|GPIoBQ|;!ZprGa_hyoAugzs5x3g|X^vAxg@-loub9wV)
zQ3sDpEr&?ct+~vQb3t=CoKrZ4J)6r6B<p3i_+Mo$7vrpq%Hz&T@vLP)Dr)h~N<M3G
z?&repATp1KbYxz;e{iOm9Z~<;;fsvy?vEh>p<;boi}n|>pYiXwO*>uAJt`>Jtx`eo
zd4zPWJL|+siPs_!`I{6RdxP-Sey(Nqh@Ho`1xlnnMApHmbQ+IrUBm9p!@N-}j~y#c
z#N@;WQ;x<#&u|(`B6{uZdF7>-#Cu+;eGxm)Y<6e99~=GICy{gYQ0K>U%;5LWE<;^c
zAACG`*@f~Y4Hk%u7m^R>&^VR)34XB3d^k-VO>^|Li%4s3`c5v_ei>@#FDG7<ex`3V
zhOjF?&Cw|c=G%X%QQzVtjO@O>t5Xm<80XC+k&W~ISZ3|Ox6CE(qG5gX-en`#M+XM_
z4=d3AW0>lvsH0=g9y{62XIJhk@j{b*xh{6ZsQqk~BpP^Nn0zW-4)xa-;skE}h<NOC
zNU3TR`q|uj#Pf_>vC46;9%_$1Cx6<A=OX!=h$r?b;t0+MBc3PbqcziE%P*Ecd0r={
zf)US$+&4svi&eq#@6rRa=p|Is+bn7(GM(qVF^WBzh(u;uM0oU6XC%dHU)5b!YD~k<
zZu&6l?87<d^H<y3IX2&L3Ov%WUjOTeXvS(E%g;L!0xNF+<j@ywws7dJxV6j0ey+H!
z4widku-wIga-WJV7aK`;N2<nw++2$$hI`-k=B`fm#YPSjPw0GR2}_sNP6nSwZO6=$
zZuVd1(typb1M7Ds=`p43)a`wrP>+dd2MDlM{jk^*VnkA_OahWd?m@kJW4l|8e4GB-
zi0pUK-fxw|ID@U<0{5krZ#nXLU&r#K+Z)yIl~(S#Xz#W1Pu?~6xu6y~^lQai=Ze|a
z+ovZ!{VzQ|@s7iKc;bzp#(LtvlgN7Fabj6ABl|qD6UE!%ci4x{0FS-<co`q>g(|5*
zOE(6<_bAj+b$%ce1Hw#nK6+)APE|TZx%bLj=fq4>_Y}C3)E&mBxnKA6`5||@FwUvx
zy}~7|^7rQD2C0n)yj<@=wDEb9-3QFEgFvnR)gl_J+ZkjinGN~peUEeaJiDF2nQCM6
z>mbq}yzyqNk7c>eZ!XR*84*0D>9)`II?!K39r4|X@7**1jimgRn9bnL2hIwY|BMJ5
zx0QqS$&2eMKJTlQ%r$O9zY^c^mpT78JZhm+YkZFyuxKZ8HzqCp+8kQB<5bph_;bmI
z=`#2JsnE7!$%e^t{Cn>>TaF*|jz`JyFTLYbIlk39rW&^V%fxI==(?|UcQ?={A&gev
zZIT2{vz(igSYI$n2D;6<I)19=P~uKkey#7su$Sqg@5ZSwH-1S-vf5YQ$oQ$6Lz|uY
z$Z+wwyL+~$b7pVtdDvI}%kfjuo=<IiDF46Wm0uG-C&~TgmuRY$zJJ-(#VI^!E=VDg
zKc@Rf-w)-iIHFC!`DjjcB!!>rsZ80KU7eS*nVuMxGyET8t9PAIy(9bCUHhC-{paY%
z7hoCJydO#a;a?6qYz+B6%c<UxRsG@E?xfc2CC?AYK5<*cd)dqKQt*DoDTz7D3Q~sV
z@K-ozStKPjXIW)RI@7|a=MOq;vDm=J&#zobJ%czm=y^G@hkpY?OmXI4MS1?5!qMS5
zg(cx*3c{HMh2^u#isna3%T5V}%0l7LY57IPg$3bAX?T8qS$Sc2!ql@SjSh!O^5+$X
zM$Vl-KQwX{|5sEptGI%^q5QHr<)O%>^9w@-WuXJI3QNihv+^VPQwrx4m6jZvH6k3E
z5h<KE|D?g8UazHvLkEON0OuCw7ZjFhj^g}CVJPK{N#k;+WsRSj5=xmgcH(%DHD$&*
zW2eXo`_~M)Ajjj*nmF;SNzPT@k&_}6I-sZ|5-u-{%$QYL5ec6hPCsez0kccXQss2f
z$>}GBi!vi~i^`8VWlmvaY}uTOd4(mB@~K6a6{Zg7+R;Z3zkG10sFc>vuZV;Wa8gXk
zm1d#|8e#q&a6r-QaB7dDQj3Ob(UVYS>hO`XO6Q^D!qj1*VZ*~GBhB#e<%176-~cTP
z=~8_a4A+9=l}Hl~IKXMs(MQYS6|xjB{|+!2@(T*i5RuQSi17bj|D+C!(AmRKy!|JQ
z@JW~!o{~GcXntXFQAy!Age@&WAE)M*7mgl%#-z#9a);C41A2CPcti;4Cr!)A(d(=W
za#(OFCR8+Q#;pAENM=u4IE6kywkZ*<-Y23eBOp_#JW?=vbfk1fd8DkUWKOD=;*5gS
z;ltCy=`_e~iJntIi)NElj4}LuBi-<DL1A%Wq!9a?wP5t<iTRPRNNRLulDg7h03mEf
z`kjAn>82<9(9>Dda;>5yAElQRUJ~xnd`j1jKjsuVQp=33!k>U9^{oPb;&Tei${C8O
zQoUEGYDMdG)n3HVE%O^kNVIm6V?&NU5Kww2m8+qN`NfQ$dAJMDjf}K9K3R21GO0P9
z-I}3*iJy~STp<HYY$=W*qq7i~)TVV<Ikq0ov|ZJ6untF?sv;fdp-^UKc*cy=&d3=*
zV@8<2hm9U4m@y;gj7jFyu<*p9@^Y*x%%GfCS`ua;n9(2RAf(B)z`~M(;*&zN@{5Z@
z<)sy6vkHCA%JlUN{L;87<HzQTx6)w}I5T<NsWZk-Ib9r<O+Rkz)LfFdsl8*T!13d9
z{0Xw$V<{|m?9?-7OddOB>_jOu&XKLn6(wtY&Ul}26UW-xZEf!HxQSVwkThz__}pnz
zCZ&WbX3fnn3ssbq7tJZ5>-7i+8Y(EQm|0vHnq6F)A7Ox$<zH(49uaaK*%>8~5yQR1
z(<Et+6JsSSXZh#OT5|9e{2LoykY8L>pp#m-pmdgYad=)uc_ciuFkDy^nOj&E&X?Xt
zgm9_;T{`o^!dVf?SW!6A$}oQ6tir+q8ebmCpLJ1A(Yzw&kCJd1)0eeolXB{%C6WAv
z;li@A(z4N}h_tXRP)gTo3K!0&g2Do_d~(MatzpishTpcw4Kc?lx0&k)SpL}ZP0Pz~
z59TkcC=BHnmluXAuv`A!Qfsc?{r@TI2t9V^SF4Z9tzQ2XQ|{~b*g5}I@w)%tkJ^v7
z$LRaMnBy;M??3#K`aNea^AFj}^iI1jjcM;vdwgMeX$fJwhVHXUi;M9$#B&<m&IlC~
zk*U|3A%Ri4DAJh>j~abcIDd8or)Ztlyux`iIU<xR45UjtO1$M!R~#j7(55XYoK>7(
zmLDPd(9ZFfOG47eFVvsTmV2I-Yuu&3*rP&RC=ZvEM#A~wk_wSc9q;&g^COprxwXlk
zUr4-vaYbRttU?jZgp8q6^9%a88VZenVvLIXlZO8+&;1{&=Re(!|Lx^pyq9{uZV&12
z+Qaod>EqEo<o`p=^|$Tuzb(0;E0S@QUmPwkTBspdJ|RR|dDsaiyc_t6lA>9q1q_1<
zqL4Y<RdZusWQIw|q?WKZpD`rCPhJH%FJf_k1%R2{#Pi2o8A7v4OA5ksiTA^$vl(mg
z3)OMuT<Uf7jSkNyat;?1%_)j_0_(VyaoLaja|;);PB5!z9_`m++-8pq<#4YWKB6Ek
zJg&63VqOV<hPXQ)914d+QwzD(qjKsljIhix(z#s^jb9ik!-15R9COLsqDW!+{CwPn
zaeT7=;Rb(|uN!|b@MXi*uNh8_Iex|-*I910T=<Gff5>LTddn%Vn&S>jr`(d+MI}X%
zOGEjSLi+Ez7L)Fl|4-G&jc@c%9}o32U8&XU&_4&u-D>mi{EB(`|D}HXQ9tYbJVp=y
zDZ9HkrhgX49DmVzfBhxpe|<0WFWJlVPP?YYw0EXGzNqlh;=+<Sk-6bhP7WV?{&DG{
ztcv-?MYF_<b8U3^sL-^MeD1nEcW=D6$rXCN)7bGp{{5fjyZ=M={HNRTzrFnKz0~tJ
z_t5W0@8SBM^f7i1`F|2~eV#pDVi|KU!Wu<!=_Ssc3G2LNMYAGPN=qZ=LRMMn{P~3i
zlUT%<T+9qTx3rk21w4b0T$5PKA^Dkwm)a9k32TZA&#owCKBp*WohCG!ng5L0I^&1R
z3T17FG3Cp~VoXtfu`W%OhsMjwO?Y-$={#NBDP$Gri1JWqTxm&p<O~9?d>)+0*mM6b
zpIcf{T)-;t0)i>llvFld+X?aS0)A!6{#(ogtt<Jj+c^Q{ocy~||DXT!rIk}x%Kynf
z!m<h6(v2Ri_idv`7dT#FsxFD!HK@^H?_rL}p>D(60hx#<JhNi<?834T4>WoyZ){1y
z<g&uqMGIpJwq7YxN|abMM`Nn_nhvES^j??OPeJp`WsN#4x3gjC$HD@mq1gIZBDPkP
zI(#&dpt;pG3w@XZMO?yKU-$<YgRF{$&OUmq7WCSPAm6sf?^_PF={~c^4s%ADe7$i-
z%=P!}vBQ>hlfO4!6?6R_d+hMs<4pcS%SD#ATfS=fsO9GwCcVSL<IQoY<x<OgEdOfx
z2g|okFzFq}>Oa4HoG}<te;N1RMP-HM_U2oSGZc{}$xtp24xJl#?l2fLks>>r89TKD
zAb+%}@AoGezGJz6ra8XbUN5!hb6CDFWQ6iqPagDf%OZc4<(JGU4B2bb;$Ads*gZ2@
zIaKyu1g1Q_hmoY8oMPmff3o2}EPrOtAO2%=et>09c~!h#1@>JHO6<EJa`YvyBy|No
z)yT7OjN$v1Gsl|aG<$upWqchTpJ7!Tl!<!WD<TyC`jShNTfrXAGWB0Q&hRG7{p|Uz
zmJOEi_2||fluH!gUfQ!<Cb<!8{OLxX-Qx|*PqT7bUTm+QW!YDIjZmiC%ri_mFJ>G5
z(=y$jFR&bE*;l#x9LDPLHxo>GqbzeRS6Tka@(Ihn%AHwST5O9AJ$j}o_bJQQEdObF
zaE`fNXOB19<3CQc@=P-Ph2?k7GRJS*<MZtC63bXWGpo2TzbxQmX7QN1xNxDF-+IhL
zcp-h5?{iAJsHpA51Y*lCoo}Z2bI;=u7LSC^C@Cmh=yz#>+<oRRk}U={yD~g0zeE-;
z2@*;QS(hnVP}tA<@s#C}-kP9>+($b+Ie65m<@72|&-S3d(&7b$QwoV1WJxukdb67A
zs4}h`J@RuClNRQgs$Zx5D2HW{f>bAOnye@FT7;}Kmk=@TL9ThF3koOd;&xwciq$Jm
zo=qlsW?!Dl-h&15n9zNq=x@roBSW)Tf@24T+|1d?>xd&p9#JqSG>HWs5i)el8P1Z=
zF+VIk`b7SP+%wJzVlOEnJv1zD(2&7jKOi(Ll*j+_LU}Vod9y=#C84~sP+laIR}o4r
z4_8)(zh5#ueB_bg{8_UK=SM<p<{53g9RX*J8E?O`{Lu18x0>@6mhG0qZ!_oDTV8%e
z=<-mQ60a~N-n+_N-(h*mo#yyj%Z-*RYt8vTTmIYf-19=`hRzGknp;$C9;BAf7->eV
z?2nPZLg$8Mqfq!fYhMNE(}WssN^~P8&3V$#2$4QC^C45;<CeQEPkY#$Uurq|H|F?u
z%f~Ejc^X{ztVbVlIHy&v>o=Hk)>?L2W<G1q-)ni{bLRNBmakZv`plyfJeoYHnHpg!
zAXKP#`#&8!F^8abJ_%+P70Uu)0k=jy?u#nQ3#SI|W(d(|70GUp&{%A365DyKA^7WX
zjrS-Lna4Vk@+dZGE#PK}2ic<;#)W0LE9ZE|#2IX>kz2AEGr7;2kzcXU6g)G(oGm{l
zlp8&I##HuQ;d06<c%Clit`BY)F-10v4;9Fx8WK*N!8Vy0Y|b%{sMt>+<?<pP``5qx
zzm9QxyRTqDscah1JFY3ZMQ!wGmf-0EkuNoPAxG}B&~aK!hS>8qx8BK0F=mHX{MPyE
zKdYjwR}p;IVr%Q;Qa=O<+-#~RwT;%lC5rD$`cNoNezgSuUFVU$A_D0bnF@WEdnid_
z5`S5vM>{ijW@?;@%*^L2rT6?NpWL4Udgd=GALrfA<d*hOS5O4gUN6K5w#9ltZHP~3
z-=DfQ$qX}_l~Gkum|JRGqpjVGj$?JXSNSCnjwxVI`Av+Q78X6F@r1{29U>Mn1(`mQ
zokSz7{4}Oy{>-wAtoHR%no*iQ?i!J%)4>c=fNy-LpDg%E8IN)BRF?=<uf~Yt7=x&>
z*Ze$;(y1ghrolel_vg<Z<<l>P`SbQt%HC_*L-}926~6LMttcuslTpD}*NFa<AEyzE
z9gUb(vF<B_#~<3`wsGeC;vXBfJsS#bAj{iKzHRVBGYN;<o;TM!Y<j0OkMln>>vua}
zGg(f3-Egj@mooleZ8m@G)y-*RVo$|AUiT&Qr?Wv`{x$vH@cb7H3!bqmh+C_7a<k1p
z`X45Jo#i7x?_d5zEB}k_CVi64zxkH_<)8dz+uvo{yL6bT?={PvmR?Ka|CRW;$)CNS
z$$ztDgJt|&-r03le^plRFI(3Avw!WMZ|nC;G=KHie%5@+{F`n5PAm7wW}}aO>(A;x
z*XFySm;4v(Ya+r6tiF1)dq)qGGGqol_PAc0(|9MHLzDi8#}O5cW707Jl`oZ3|4Lhb
ztlpjL9rk*xUE1=G^-o5=;zLgUbZgJO<WE11tyyN0@aGPNTK2K}vH4AX$Gb_L@>kmH
zv3|$OccR~ei|%-wq7^yiZwQqCL)zm_TYib0^c{VqKjAdCsFapnD)}7w(ycwk+NG86
z1g~@a(uG3ydb)SrFO8?4$+rBS>HX4p=@-YO&ncZ#G)tcW1<QBjUuV;&Tf2_2uVbfF
zlthZ=74|5>$=}gSe&_mRTkaS;9)jhcDBF<d%e{t3H{d(_oYX*=a{Rub(Au<J-COv3
zOUAD5#u1^=k2805x5E_^c6ARqns><fW>JQaZ*S!Z`Ep|w+zspC?R;%6`8e{!O!zMB
zqP%bNHM(TV84fey6qpB#VI^D-H<5oM+zt=En)=d0p+ztQz6bMQ&JyZ_x4=4h9$%K+
z1QV{=)!ixAVbU?7&}^6iUxvA`3r64wz8PEtN5Ohn1-HOeuoKq9Bo--?`POv?oB(s-
zLMV&g*TNe38mxyS_{#Sdm<2oG^)TrNq0k#J19re%csySfj=-y74P4C^lpEm#uoZ5F
zUGP9Y8J)~d%2b#MC%`<I3oGHZuokX|jc^NWg*#vu+;2Jge;5j-!%R2@=D`bKC0qn+
z;ZoQLAB3&20d~PRVDhm<H!u_K$A`!BU?Qx9hr(KTHf)3!z*e{jcELO3`thOAt^AHi
z6KsI(a5BG%kZ=O+hXrsgtb#AVI`|=Mg6aHFLOZ<hX8NB`Qas4-fMmc{e)b~|*7Cb3
zRd5i$MYI;qUXA|Yde{l)uR;GOqEDCsue}HT!zb=V|M2=>ARk;@M}6=e*bYm6iF~YX
zmE6CpI|XirS#a3HySj_v<Ll@*xc;}aTaN3=C&!N==SiW^4Gq)>pMDZK;RlV#2~(dz
zPB`RQ<bw?`Ig|HFo<qNIG0cOjVI_>hTDakP>VeCfs0Tg{6HdlHn~?{8wh?*Y<QGW?
zx4uL=xEm&%g4~;E2fXZ$ySj7W%FVPNj^VSiwXg;@!h%-%555e$;AMR5IGJd7?OVtP
z?|qy8f`i&<4_pcB;MTvPKbZM<>V>Oe!Wi1QZC7_1T=PD9hjky&E|~Ez^1)FbF<xQv
z4)g(YKA}EBn99%4H+;N{_Q6%V=~sAKH*&!jVKO1ZfuY^qnJ^9J!3D4qP8zVgyA~cg
zaCdhT9J=rB?lhwD^Y`1`oeS&tCmlTHfZg47a3+jog+lGH7LFXeySowQ!dCdn*LHU&
z;2fVz+})i6KRcN8Fy$M&yKCUwLr4$zJ#=?>JKXS{-Q7b@3x#e=-rb!68(=PMg%S7}
ztbs}2-Q8UeN5U;|HSC02VbbZ0x9^c3rW{85;7V8}$Kl=GYhfPT1UJI%@NaNPHvRK`
z+6yPZ92kMc@CLXX*2A@M@-Xtlo8fl&JD7F`@6;cTym0st=m{=^weXj)5k3c7Vak!{
zWdh>_robAQ1s{P0@NcjR9()vfhJ|nwY=E8cWtem({upM!n&Gq)J`OA4!6T>_Zh?((
z@X^!@r@$_FGfd72g&JWdY)hkF;W4xmegxOTgpt$>hr;dfSU6;2D6|u1z_cIGUU)u?
zz?)$Wd;!+O&)^oAosQhF7A8$1Kg@*3{}8$1g|HGf97nyd6K;nc8Kgf8d;Agg!3LNM
zM;=doFbmeeJ77IL_C(qVe+IkY)i8N7^8?I;hh)-DcnYk7V@{?%xB+g0Z;U}s_|`b`
zosAzkjedazXJ7}g>rCo{hvZNnOov<G>WS0`4?K(hoDvF+o{as#l~a)u7UYr-z6k4K
zJKO?4n?^oZHXXfBMbEr6T@T-at?<F~u#;T;@%h*n+zfNzs(i|o^L!4X7H))%a64>;
zZ_Fm&H0ISg$OBiw9QXz-h9l=94?G{%!*^gS%ql`2SOb&K;r*`*X+KQ6h<q>tm%}Zv
z9+u1_AAAsY!DHuB-%p4~U>1A;7Qhf6TUrh`l#>r8L}))uhMh12CQYZ`VFqldpr7HS
z1+){k!y5QKJ|tBSbKw?v1MGzN!K9xuZ@>)r2F!)47GhU&3~OP^rT8^C7q-K!%dqF4
zp$C`-7s4EPJuHT`a5+r4oO<CZxCN$HQm<TxN$27>uAp8x3g*HKVFb3rS~zzR^}@@p
z#IE6(tI3xa3N^tD_y)`sE+HTM*)_Bm9(OJE!AoE#{5woKk9lb+_6+|83*dLEv1fQH
ztb@tRuxEG<+zvOvr1L|e`&ZI0F!v_%!Lr+^2d;tj@CDcjkH4M%pTW3=neb;Y4;I5p
z_#Ui<HMO)0PP&VFU}!b^ynwi<j&{L>2gnB>{1y4&PFO3~AH-ha)36oh{Th4Cr~NPm
z-u4jv0NWo%AMn)QAg3I|Mz~=e`C#@F<eSO)_4FUSzL9*e1s21kr|3Ue4A;Wj;3k;*
zH0^{P&(O|U^xw1S1<r;AF!Vh6;5%?Fobn?50Lxy+&f%e($yY$RFcWTo1#sxA^aDH<
z*1;`s6I}Z`^}!FekgpKA|3p4`A<Tn!z)JWutcBZQBRu#G>Vq{fWj1~RX2FC%Qy;u#
zD|&%fze#$y{%!0Uw!?%uq0qPghF)Om-?1<F->|V9`P<PSTm-w|^DsHWy!8+4WGmwV
zX25cocN}&LE8&f>7TyCJ;cs9oY=K>H;5(F)f&IZuI1=W;Y*-2NU@e>v8{s0@3Lk=9
zuoWi%h&cJ5<cDQ258etZ;nT1dZikKV;3)aw7}y18!{p;bp>;45z5(;#n0Lt!XTy{e
zLZK^R7Q6#)If;1_rkzZG!5sJzlt;0N?=ddmNVxq};w(619Q_8H;9}SgUxo=;)U%Cp
z;0G`lCT!<;JbnufVcySyo0!*T!<4D`Q<w$+28-d4_o<I@J``?Y9FByo^nVttr2m$}
zI(RQ^g6m*AY=a4NnNMH}9Qy&~!r8C@u7b;9JzNW4hMQn3+zy9)h<ruFk1!412Xo+&
z9moa8z~!(6u7!8PO|S`Whe!U4{1@W?U>ckPbK$M964t?5nD`O>21meFcpFT(h<OpF
z!O<U6FD!t?upKUk2X|60{4v}F=fdsqML49GcEB{a1LndL|4qFx8`i>l*a%;St*{k#
z!S`VDJm#Mr*b7_<^WcN95;nnF*ae&5;7`yu91RmnxNn0ga52n+8(;z43aeljtb>Dh
zk{=F*?Qj@OC`GR@1y;f=SO*K>4p;?G{gigYi{K`BDclZkfkWmqZeSYR2y@`D&+wNp
z6V|{fupZ8bTVO5hgd1Vf#k3!0z#*TbH#i(d;0dq>E`{~*Hn;`;6?VeGUF0ugK7|=@
z0?dU4Fam2~Eqo9*!U4O`J3I(>!3$t=IraoI;Rcuox57%;4QpY_Zmvg|Um!awLUUmy
zyc*WR)vyu12wPzkcEN$&lwX10gPCw5WIIME4_3k&SPR#~M%W5l;lNOLcNZK2lNVsu
zFcVIPd2kV|gmnYDyVt^};TG66kbLlveaLqS;{ayD0+<JDU?qGQ*1?b9CO9OaySo#f
z1(O%zcVQ;H0p`J{VI|xIYhf2`gvadL-Q5Z=gkA7*n0zVoAIyY1U>-bjKk~z$z*<-X
z8(}?cg};Yga0^Vn4F3T$;o<v}A6@_};bK?|Z-$NVb=V3M2az9Uz~sxZSC|POf_d;g
zSP8peEgW?K`Qdcf3TMME7=g)^ln*oE%P<e_fR!+NF!^B(Y=Te0cK8xZxFQt#2TXz8
zFbf{a$C?UY1TKd+z_suJxC!orop3+Crkk{gcn)U3MKBLO3@hR1unr#kb?Sxfa63Hk
z!0zrLSE7HI23Nrx_y8=12?tRxTnHQC*@?&tJ7B_M{QZBC4`v)pK3D>a;d;0nw!*b=
z^f$0Cm<u~$2~4^Q{lHAv3iIH;NyrONfwge@A;=5MU_0CZhg{8g_!jlTb6^gvg2nJ=
zxE#I(*TUn6q9+)Iop1+CT7p0MHhO|Dzyf&pq2z<7e2086JsEl7)vy!343ny8H_U*O
z_^4GLoC_=A)vy-+4K~3J*bcwV*WnVbp+1-bi^IqZKZOyv|M$DQYv4CwJxqaH;DxXg
zW(=d=Yvn$jdf|mI7goUtjKUiD8LWqc4ktg%g`IF{3ify%^C--OXTdyJ1S{bZSPNIf
zM%VybVH9@39WZ$*<KqbO!x1nKX2D806V^icP;4Vy1zX|vBWZUvc6k)-h8MytSP2W@
z4X_ICglpw|Dssab*a@G8N!Mc+FausVoO<DISP3VLz@Fh7unDd@8heKC!6D1=M`_px
z{1ME7<6tp78!m?zz_oDUG1LohhMlk;CN0N*!weW2iN4_-uo7;9wQvV)gbRN_d*RKn
z3$BI9EASIA3l2`Fy)Xk-!AY<V&V@~|0d9vcz#%uV?g`W2ZkPiX{}8!hEnE&Cgll2i
zvDh^n4Y$KGIOIm|Z!(Y@E`YhP3P#`>SOXu1^-z8$XA4Z^XLmYb4oq4}+yFD-Mwka5
zIRUxh%dif%!Y240Y=;S>=;xb=3t<Wz1+(B3SOBkvRd6M&gAc+c*aX|*TQK2f^aWGk
zAt#a_X2Jq^1FV9_pG3Q17Tg3=GLaiDfJwK6LPwl}+%OO3!9}nVE{C=7bJz$6|Cs)Q
zD`6M>2qxDMZ;T;7yb>0`m9PpPHWs;I32cH7oQl5T;Bn~tR_<3}8cc&Z@IqJ&tKf3j
z0N27d;U;)U7WrWtOuCKxy7BZEJQL=^yJ014g0=9F(~ujc!&caKI{Lbu`7j%O!7`Wy
zZ#aW`VFz3e!xN|%E`nR&I@k#}z@$6y17}h%Tn%$!OAhtID6EA?PNZHq2DZWo?1Dds
z$v@|L2h4=Elh7C346ES&XQ3~6F5Cnc!|m{9IAj&^226vG!yLE~7Q;8-a`^4Z$PH8B
zCRhNs!`IFx|DDWRFb#e%1-ap%sn|EX5Z1s5tcTaaE$|N53EzXswfOg3<c6zY9z1Fq
z?S{Fq7A}H~@B!EgUxZz-9VXw!xP+N-#yRANOJOCv4c5Xs*a*WvAwN78cEKB_(_gC@
zhcF910t;Xhtb%XBI@kf5;NYJ!K43CTxSRffDR30bf)ii?tcA<r3vey`5N?9`Kcn4n
zJxpFhTm&=W2QUwI!Af}AxyTJ$^N<@JavpNSI@kr<VDdeTxAVylSLahNTnDS*lQXFo
zz5_SG(X;3;m<5O2i`)g|gHvE0Oe!QFJR8=*`LGEtg6;4QnD7hYA(#TYU=|!cn|k3)
zSOs(DQZKw7Zi01iJ8XeN>gXq!1~ZGWGk6XxhS$U8@HcQRjKWRuwTsXf99+!!_$BL6
z^N<^kC_!%639DdgDRRR}unFD^x5JHa$bHxeOoJc695`Y=^}>%~4Lto~^bCt(D_j7(
z;KMNae#(KFa6lRL!ZcV3SHn6utQ>h^8SI4r4U--Sh5iXM;H4491-uSMU<<5)@4$LE
zs)BI=r@&6Q947q=eZfq4^#b$^>n}l1a3@>~Z(c|~Ie!`Q!qDZ&`yk_|lKz1UU;$hS
ztKceF2b*CN+zs2|ge&OZUo*eM4A=&9;owEc3x5D>;03TAUJJLtHLw$Ig-L7CGt7YJ
zT#26GR#*iOTui+%6*j>MupRykCOm{+hAHsAtLY#35iEvDOK2}Vsfv2x^>7QUgPrhU
znDlTc^cR=`555Mu;rTEEUxRh96E?x`T}!=i98CBPehH?)pTjKp0xW<XunHz$M}GJs
z+yvX<c6j7c>}nnH15ATcU=Caei{Znt2EGpK;a}kvcx*Lt!yK6OTjYcp@LHG)YhVOE
z3~S(rupSP(p8PNycEUQC^a%bMX26Xw7rp@_unX3}W0zsq@J!eW3t<<$6DB_@>$cbz
z+zRtx!E)>xE?q&p;X2p^pN8#l;0@@l9{+G7dV}9vNxR`FSPUn?<?v#-7Pi7Ia0l#!
zi8mqlW87cD4EPh63zxzOd=S>azrlLg1-HQcZYDoG4kkU$yaF>|70iV<zzF;utbu=k
z^>E-V<cFJJ7v#pgJNXIv4`#y4U;(@vR>2ln2M@iKcEcNBCtL@U8qgEWfZZ?`rr$=r
z@ElkJUxZEYL)Z>?!GtG?_ismEa2U*j1+W0#0;^yhtb;GYCb$K*!$a;M|9bo^Oo1oC
zEO;3#fPaBi@Ti}oZy14F;8NHLAB0K2!!NC(y|5DI!PT%5u7$Pm1=tARfvvC;cEK@s
zqOZnK=%+9fUJvu&1F#Z40&8I>Y=i@A$q&P@3yy%vPZ8I^On4_OfKj*{cEPpqdv`Iu
z;5)DrcEF^k8PBWHHw?pEI2uOa&tMIl3+rJ$+yegyJK=7a^bF(oZt}z9VJ<umM&NC*
z2Cjkia6Q}t--exV$Qtr*zz$#r90haXsW1YchBa^#tcP3S7P#~t+6^Cq$<J~gX2K}U
zgU8&9-r!ZR77qFa{S8lr?eIF7@LVYL3`~LV!Yr6u$M}Nh!{x9Hu7&k*6P)==<c1H!
z<mZWRVJ6%P^I#NK!h!cuFB}3J;YipD%U~C*fyqs@4`#x@!#tRDKl$NkSPLs*Bisnv
zVH76(o^cLS;HU?X8=egd;MK4Su7P#%Y1jl`gY7WsSLA<z@c~od@h}UHfdw!RR>4KT
zrrq!kxCwT^PMEzGxtsAzFcZE8^WfiMC7ksT`QXEF6Wj#1!!|f%BjfyG`WfB}bKzPT
zfq#cJa2KqH(|&`#;6pIs5BOV{0!OVwUU&v9fIop%@XxRw4*M<k0mr~jm<y9$B%XK#
zdEwD84;H{mSO#n1O4tY=fvs>8?1Bl8(%zRS7iPjNm<My~$q$#qTKE=hgxg^&{0w%%
zuRTWoP28WsOqc=l;9^(_?}N2)=HuuKUJtj!2jP%E5<kE+c+eC0e>f5r!%VmwE`n>}
z?Qj#^2)DyG;E<Q`7cdPDY9K#+97f=aum&FTByz)<upQ2a39ldrOo6|HS#UcnfCsKe
z-!LE6!RuiYd=R$72AHrp6#5fPf$cC0{@{1yhnK)AcoVFHcf%(5By5N8!Gu@2uWTeg
zJQ-%em9PLdz$(}R>)<=E3GVY0`QgDZ;WhjZOo8{oEcg*DfTui--e3+~3#;HJxEgMU
z&%+_FGoL?$-e3ggz&Bt7PS`-b@O;<=Z-nh|BTU$WJTL`*2D9M(&(dFTGh7Zk;9B_g
z=cpG>gWF*#9P%gn8)m@6p2tpL6|96^uonKPiT;ACU@JWM_t+WCfyr+WH^NM~1s1~(
z;Bq+V1?q*Ba0^@kJK^In>CdzeX25os3kNjQUN{!kK>0!XdbkvBf%n2r_&Q8#VVrCv
zKRg8H!lPgWUI1(0#jqZ}0k^<Oe;~hHhe`j9zF-Cnzes*~A&kJ4um-*e>tP4n0!O?=
zewYVyw_=~L5+;SrzX6v`2@P17IN&=&_8+uz0QYa4PUgSO19x>N?#~|wCZ2ZS&<O{9
z?UF%@Lq9(Bq!GuZ43nIaCX4_6aSr>o<iywm6R#aO?(6%_p&$<BdIA6ai|bmKbNwvu
zdKK3t|8VH$FYvC{ary(UAL_q8&AZ;j`6$;X`L7Q=Lla2-@^8Rpli8L+3-{lrW8|37
zKK^#5a6NJGuI`IyXF}H-<6IdgEZ=8I!ajNXQ<9{~;lHW>MLh?SuJX@by6h$U>@)U2
ztxwWL`0vugc6IMeCtZC@Fx|FvH(f31&X~NbJ2a4V*S_hc8&7#V2Ds^@eczvA(>)zO
zowRck{r2h9UEP=Rx7&t+5x1P}T%VG=tNZ8v>(n*yMol7TwZD>(=bdT0x@o3Yj!~yx
z&*1tNuAkw*J}}FzCqg~Dxn9imgdIV72hKEgiJodncPjm+=|1Z{T@&f9CEZLZZ+A?(
z>83nwKXPp#-RS|jPIcwl&h>wCooUKzm$ZL_DML<+T++VkpX}<spT83hd@Il|1Ml+c
z%iIS)F+F~LB2OOI)4AT8-Bxma1lQ+~*6S~$Ajx0L^)jv><G()FtG|)!i~G3V`hVDa
z7w9O8E#AAjrz?acgaF|ogcvabVg%F(h*2X%UPc6rh!A-hP%#2x<ZwLE!y_P%@DL*+
z21JOwjEEQ!F(7J0#E7U75hEf-M2H9&kpp?$|L&@ut{JC>yY9W;x9(c^%vwqJ?BA|k
zyLLUhx@QJ_0l2OntHHCusa?DI_qH>j{9`Pvr@@=4e4v|u68H*mUHQ_%mxAlcmkoXx
zTvxt)@RLD!F?cn&u6*U-$H8^ws|Ig&Z%y4jYWd7TZuvRJU2t9blEC|b-{zA(*_%Ec
zd_1@=|7`GOLG0&)=LNA}48BccKOR1ngC7NNh5qBM-`@6^)=-QtqQ6@qSdR~_sS8uf
zahqGu@!%!k*Q)#xm#2X52TxS_1ea%k9|zaPF$cT?yp5XvJ~w><_)&13e<k4iz;*sr
zfFA+Z`DfL`^#Qofzj*Ld;5z?Oz|Vk3ss7*Y`kw(#`RnGl9Pr8@_6xvIg6rCO33xep
zteXG5ZvGYE!Rpt-L{0UpD_=bLt|0lRfENYHKLdO-xUT+k!1KYcQ2ih2`d<LPDoFYg
z@Z2E00(>%fSJnO`*S=LB>pO5=eB;5h!FBOX0e=Eq*M2g<AG@Qb?j|+=DQ^Bb;ETYU
zs(gUU3&0z0uB}5ecKh+IE-wK;`$nxceFgXl@WyKTJKXdZD&~7|ZTZ1J1;0{FudL5f
zz{`U04DdtXm#FE}-28LE4}dpPd8*3`!1sXb;#&e<0<K$MR)B8}!mV&zSA%QI555e%
zlj`3%*S{3-^+9+BIOTtxntr^SJ_o!Me6-3<F#ys$TmT-4`oCP|!`<{H;EllBtNebK
zSAe$!@2K*JTy8~R{~Nrm%16089=v0a^eNy;LDFY{_W<vw+Bd}nL*>f>&kT~j0DKbo
zIG^-mYzHZQ33#z4J<Wp_coo)tHJAsjxI;ecInN(rCL}u%4X{6p^@1+W3E-vROMU!!
z*6T+qcnap*YgC@;#xWDTJN(r3gIw_Ig789cTCeE(VJUbVxXykhc*`K^BhUdZ2ftPI
zKU?@uaZE*eDqnYs<8^*<>@4C)dRfpLjPdXm(!1MF?|N4+A9~}5Azq~S4?n$ju3icB
zrli-@?SyS>o}y>3Wy~V-kn*MSMcs$%2@`tD6+OD18g1GIA-!mnGi^jo-F+BPt*w4~
zcZJw`)E;6QV!vh#K8J*J@A}CU7p}yUz;}SZ1^>O=v&nXxcsh9612x)qn+?7Kyb!wH
z^yXS`{`ue?9u)EMa!-P7pUP2=a@_b(O&zvVm{tD=pLT72Vw<t!V!_T)=$$3KR(^Vw
zLeFmhSilsGtEn3UJ#T)dn23odfS(7S?Zany{Y?cQ{cufPoliW@d*hJ_-s6#)x=}vq
z)9v(Bo<jJU13rlArK94fxDM}0HA8x3(A)S}P2ICp&kGejx(=V^)^j!VT2992%BX#9
zRP^YY@4P5C*^7r?XQ6k2?7gq(k-d|yJu2Uxe@c6QDSCePvY@x-34H#H?1kYwAe=o9
zviGrTFCTh?@HyB{<X>M!kJ{@MO8bZ2(5Ik>>osenzn;e%ze?zho>o(L1LeEePp^}k
zZ!{*_tQq*+9pzi>r*}}~OZ6Rt1w-*`wE@>X6t{HPiJB?eul1d;9dnh4FWJd}ojmBx
zz_~XT=2Nx;@f`4T;5}6?u)W_<03L(S)wWi-a@}77-V(g8%H@6p*{=Xk0mt^4lK)rU
zxW$84gO>tZzxkEp1GgLrO>m#!>A>SJ#Um4THh|Ys{Hql^RPU!n{K=mz*qL4!IIhI=
zz^7`s-TskJ@?2bZQvLP&(QRMUZf<njO*Qm}&#S4soAib&dgM<ZS1%s<<>K?Yb4hQK
zpWc&hdq}_n>*RcVE)+g`>v4n|pH%QO8cu0)k<VH1A(YQ7B_Hy;zw1vC^xEQczfGyV
zuk+IjciVe8^rG=O-%VKGTV;NFYeK#4s{(%IFVm0X78c(7z&}U5dCTS5V^<i}M?Cn{
z<@#|v1$+;<ZXC}5AB@iz(>&+ecgOJp`1jyTa(wP}#HT(@WqdA#oi6xXvTl4X1<wZ8
zjn9?f72th+%9-LVX9PBSB3B0<pD7Lr-~%+=ZvU{q7<@dgH?4b>a)|MJgtL#D2fYIu
z<oNxiqDSpg8NZ96m-3n%Z%-?FXfNvcT>-r~e9n3i^*ie)H-2PqhUj<XAC+(RCTXve
zqUUEX5qcT;oc2%D{(2~SWN*LQ{?efrhtF@@<M%X0kJ_^`e&;~1{T4ZXFZI`R?G-|=
z^E-0<-s7jIjNfI@>+!A}zpMQ8l<~W~IojPi{Wwz%o~GdxuO#pt#d3Uaf=~N6^BBcz
zmD}%ATEL&}`tdyjd=0p6e9r;j1Fjq23&3}S>&EvI@H5~C;Ir39(;eR}@C`fU_<n_7
zIX)2Opz<a_um5{;{7zK#sNR+FI}r=)?rZgNO#|<y;gnAv@~Ob*`0ep~x{?pI8)f`1
zhMxJM9KV++dgPBXepf)RGd|yMkKY^o^px?t5`HcINI!l@-~xNa8vQ;(0(c&Hf1fyu
z8v|6XOxXVbd=k#B9f}{+UgW;DU4H0AAU+#OZ;zi|f!nU~k>6tIp?kaaD)&XmPC4ux
zMY*SuopL`r|8VV8z)mvCt-JoTTH*c~c%bWF$|nWsCxWl0d8<;%N9?6OPcxTYe(0Up
zRa5t=1wHn&Pk-^eZ`lsn^FQ+2hd4pqEtkBXMRtk+#^ZY!y3%+yRk1_$-a(9KWTzN*
zp88C`9;t?%+2B2C99yl}p>}qIJMP58PQkvKy5*!7an#rEXI;Hi=v`7)Q}-^#VXC4>
zer<H;?=0vQeqB?yA3j<u6g_GOrEa}sqYy*)>-Qb=!PCJhCf<IntT&3mM}q72<;uZ_
zg9nN;5Ua+&AwhTy2BbmY6V&`ovGGIclfYMj->CA*Zu!!|cYt4|^09(bnW%hwz+)+%
zZ~4Z_6Ya*c0CskMgZq=J9g5{BVT;6MuM+mG1NdGKoLjqn?U{33zp7wwBJ{dZLT5~W
z%;nJt=xlJG{7m6El{*o<3|tr2H1NIPy8YZNnf_Kaf4R><_Vd8cBE4>(qX?XRtIxj-
z{Ctr7qh<Phn6bX~jT7Y`eJR#au&?tk5qt%>&c8J9u+@S0+o+zXd`~0&Zp#0JZ~o>E
zw|x{tuie3#x;4~3Y85@|Z!d`ULH?E?zgNB!_eZ_;sq7zCfd2xnt1l}K&w+xYS-9;%
zUSE;FDM)`v+P5zI#b<mlmFuun*lB_9fzge#nczLZ1C6s(j$H6Q;8Z={awzvP3c-7U
zcUJksZo4f7AFSb2jtKCv;CJENx>_lRJ&r?&7wIL&;dvWJ?}os7<Zset7=xh~XnrD|
z4!#+@BhJ0$k^8QcPktQwHTY7h-`kXYsD9_U^;-Ztoe$~9$rA8u!PC`z%zNy>kRKJ`
z<H0}h;oH63YJ=<eA8P8ZSNTLYuJoiwTkzg0H+y)~r-1hdPgeQA-1HgX<G};<7m5Rw
zZwh$4fjB&@#DV6imhL!M3cW0Re-I<RslIyVSvS8j<d^zmjrM**75L3Tc=Y9nH#jcK
z+<H@<S4jkq2M^Srs61J)9}E5w&aLMZKgE9KJLD<VOE&BjLoX5M-u9u~H_Zp%2d>*s
zE(SjWew~_Lxvx+Tel`fN1`oscFzND-L1ALS1FiSS|0M8K@H91lxj#yANXNga;6Ck=
z<}GoHol@Cx$bnuF^lm1BGavoat<M7RFTn$qGXY5|P>!SEcbJIxS|#3n=X-Lk8QgP=
zSTm7%^1BN5te^Gsb~GlgDa-ZivqYNMkp2Q0bo`}qofbZmnDR-7UK#WPwR_^(;D^9h
zPy)w}`GRePcs_Xg(VDu+KKxNHF9zQXt{Z>K!PkM)c<0*hZ>L8HSPXbM_%e!Hu@X1x
zcZ=M0W;_P${=e2}?=Pi*4-UdJz=wk)JJ%0+f0z6y0LTCzPkwyi=SPO?M<MKN!1sf-
zSMA&{Vor7{VP`YALF2<w#SX?(vr6dM^$$C_l{Ix!RXe5_u*gm#cqMo<5A4+V+VRwP
z*Td=1JNSD|T`1{wI_A!cG=5(Yev`c%=xxLImenV{fBETEyLwc<{6F!1XB3Bz{q!cd
zdS%c%h3`Fkp7e}gee<2`#;d#?*2m`qk5d$fYVe^NPJSnWr-460@x0M5pONmkoB_RM
z7qCtyy}SMNM!R~s&^uC%=LAV_f}h@{u3i!Jj@ID1m*O=?(G%BOeW?b>|6(+RXrtD?
z|KYapy>>+tF9+WZJ{IRLALZrM;E|@jpC^Hbf;T09pI7{#`VDpc&4Aun=uM&ec->F$
zVYfaqF%WcrA@F@>igzLGv<H6#=hhF39U5C?JEw9L!OnQ-b-=l|T;g`9y?&{JokLb_
z-5T=ecf}6*{es($Vqhn|UTxhj$}j%7PdhU0SxT&jQlNJpdh~pub)&DI=RG$LRK6AU
zrM-K7^&ETTe-<213ahOfiF2?2<}kZnC=OJ<Z16qg|3qIqp6#yx<<N_5P+Pa3^j`7P
z`^1eqeg9}_!`iwbKKb3{Z3h-E(5$Gy_t(jv6r>LYKThR8=$Fs;qWn~@RM^?ms8&1P
zW`fs(`&>^_-O9Qn_sC8j^m;X}4R~E?#|L~g_&t=snK#Iee5QlMWTzZ@i=h{2y-apu
zz*m7kjdSaqQZBOfq#YjHPCO=Avq^2;ebDpfCl~&dPYQT4_y8X+9)O~JGQcN-k5@V6
zA)g^3G3gb;pDob4lHweC!flVx^~mvo@+*S9t<kjs*P~>o4E!+o2%LNUrTpX`3yJOW
zL$5{C+PW7gzvfDQ)K7BVdX2vt_ko+?`&3kWa(~Gw-x~0zsU3Frv-5=84l`jV<dWLD
z8&o^u@mxF3x!`f&f%X&Z_<$#Y2dj6|qwlfJgx*f_XQ-b)Z@T_e!=4pWTh~+dN4f77
zgA14T;MfLs<0#i|R1ZnuaY1-Gcnk3N)b!>yZ@<e1r|-G^(1(i)V6vYNp5D5)?l~X6
z$eX?x{L3J`9K26#ZC!UY{o`)Ct_B|s-bLkNd1co}Oed@ZgQQOaUkt8`PdfPAAUqp<
zx`tCd=7T>0UZVOZ*R<vqw;UzVYj&x=eO7>93x0=chx$WLVS~gJ?+6SOL!cL^J&-@C
zu#*j5j&mzVX;)<HOV^(?*y)V#6%BNKMEPWacL>7s!0G!+ar@G3cgpi>Mc~ae+;0Ey
zGZg$m@^h)5pTk{0>HCiRKu_1cVsPQLBM46dPrMA@*QNStK451+<xB^k8iZ$qmx99$
zx17p;Mm~5s__ZpR&)rfv>3f?`g8vie);hm(%IiqdvtTE=4Zc^4&Wrr?o)GaMy#(mx
zL$5K7hdX`s)b&mp^k!XNTlW!-FQ5DAz3YxI>2RFB?{x-jd&gnrzJE6OZ16@ZPj%}j
zAN&b$y54uwU+~7a7<_0u*jKsdDSP0i_?Lt4XkT0Rt!m#a^QNx`AFv4DC#Le=ZvHX2
z;JoKbd_S4W|LyW5@PB~^s(*@SHtc^4Za)Wg-Y-tdb5I4)JJg}J?sKHE>R0;Ad*(-O
zeuc<y=2d~$eN^63@P*)5KD+T6Ez*-e5#UR}4^sWM@Xg1w&z<k0u_4gs>cHbB*-3+)
z(cpAlYPIvVV`hr{Fa@z}=xu`DcNX-nQ}j~hb@?7~PXwxB{zJaQuC1+mjRelR#$0C`
zBzsi8W8keh>`e+_FM^BAr9Jw7#r<6a@555O=zA9{z;QX{<~K^1ARdDav7`n1`%mde
zzX$0jK-YRh@rTAkxuzpK8L-p1n|?gY0k?wi0`RlQr!j1K<D!g*CE&-vpH#Ui9x$f*
zvcP-6{(7p1?Y@3`UJ`XcdI`|mom5-5jnXvx&9@zHa^sSS33KR8wRLa!<X31bkew{p
zsRW-L0z2&$JG8F)mw3L8^zxyXno?W$FAwyJ6+Ohy^QgGaruY>gzm>glJ>%2QU-tHM
z`kwf<eFNW@r1bRt@oC_TaPEztInVZ&xYZSV=-_b2<#PX%{7gamgW$_a_nfbv=Cf{G
zQekI6zuLMdR6C|vaFCr`*x3NSllou%lWu&)b!`z9i1dn}*CQ3>A-&d$9>pca?We`a
z@4-6)ugl3!HSDYbe;Mc2ExvZl=Uu-o+z5*6kA4b0H$MAq1-tynrySg_&w+{^zxvFC
zUeevQbuUtV{;cSc-_N-9nT7l|4bj(U9(b3be(M#pkL?fDR}pvyc#`Tb@}NihiI;&-
z1;0n-%IA8jz_)_q^3g4?ycVJI()a&=0RD{1Vc&dO#EitGN53bKFs!!jW2&die)q4>
zcb)pA-y0}RudQoAde<v@6qiW1K68<8@qPOGEQOu(;P&;(AU`_`T{~s4lR2Wc?x^a&
z`J=Z!seIRt#JolQ^B;;G@tn?m&U2PY(3?EAw(e33dIo-*${CZ%@1|nhpm@{o9E=}V
zTelA7^Xhn3+YS-W06+V1ZQVd0f5b#jam)d4pXqnqOz{?v7EmgCekg=q8uWDaS_+;E
zuB+Ed@Fn0EtJg&6u}5m_zM=ZMNh!DJr=L>6?D~h^rt!6Px02pKMUUds)vb>VT+r>A
zP+NB|6~u|5nP%4q#fN_9!J1fGcbUq?W3hI*3&2Cbak=8Am-mq<eF=CpxNaV+0B;#2
zy_JOc2T30f-tTGsJeUFdkw`xczF3d>#=%sc!^ni42cg$bEr)rVHx9Yri#2}O^FQ)g
z3cirWml;YvqFx?0J4Sh0h_KuJvl{w;Jyu)yJFQc{Q1q#OeirLgsz)l{j>)y+d5g<V
zyX~CDH|2Q?`kv&yQ}peN%69<#dde?Fu|xS?<>r?My`P_`t!qf_W{RRm`I({s<QM&Z
zN9n)BJZmjd^r&yFwZmqYlYZZ0=S*?kX01{5<h4A7I|hH1@V^{-ElJ?CL%AnHJOVdh
z_Jc>NT=qfY3E(B*y6YACoshC1_A|lvg7;SKn?2n62mcdXcb}jX{+|cOvWr=pm2%2!
z9WqOPmcdTQEPXkvz*!I;eT&FP7l%afWAH;4hcxhW;IuCE##wo8Bn!L`@((mlk^gz%
zgTSZyq!;%mh!=rx4&r|qcp*5pcijBt^H-F<3Vd4-9-WNq7I17MyXlqv=S1**;G<Qp
zJa3Q&-WcOWBbCeRI%?NcJ`0@Mp|xA7N5B2KV(6VkK0QgVRMGQm*ComL{1fcy>Z<~r
zfj^9cTOaQ8EY_`9hf06ET>3)(rX*wi3{Ka1);`4#>W9kpRVMW2LeFlWWs06(`^-Xq
zOQ5G~AN2j}N5OUNgT9yj6!=v5<MmhGzp~pu_<-3#>K}Y~5FXtF-@6U2t$*+=aBcmA
zZvofVKk{D(ZrA?-B~JeJ54~m3v+KWH(etl=<o6czwDk{O0IscnWN=FQ<Bg{>F2;i&
z4`M$B{6G+%0lo`dH}B=h{D=9}=V0%+SOA_dM?apGfVb6fYQGkE95|Mb%sQ;ZQ9koU
z*;2cSNWs1x^mK8g@Ar=d*NuCr;2ptr>yS+FMDRGu(3yY4Z67=TT*;GFE`~ju7lNlD
zy>9+01@8~uMoq7Lj=U0l0JyGv5x3#FkRY6X&w%P7OtmkTFSdX5J5SBPV^w~yn5QYe
znc&gjNh(*?N4ek>e_g*T1n&kuNKG$q`ou$43O)`zRpm5Bi7A$(wx3ndTL3-X_!8X<
z-;V^Yi&G-_OmJO2q=ElC2+solr-oBG^1!peeb&oVjypvxopKaIZ;i$d#k(AQC3sUx
z;Iy{^ZhcgPF9C0@a^-op7%Wusz;Rp3O)sVmJB~@<WM9YW_qPhcb?q@5d}9!v555Up
z=U*}SYv8(iDhGcNJkWI)#its)G)VfGK3FG!->#P5?ByMolE8lk*R|Jl@RQ)Wc9IQ#
z4Eze!zVf;M{2=M6olyBGy*;i~=*P7R*f|G1U7W1Gm~X*#*Ol?$t>@~~r+|lp>*AaN
zo)jc~4tR$k=?lQq!F6#g0Ur#mi(>`&upr#R#MBhmRhVwwcCI{+8xP(EJVWKCco3V~
zQ407I;22ii^k%ZRon(N&1U}Y>kMi;y@WY6I2bC-Prv>20!L{WFuL!~`zz>0wuikOs
z9(NqD(7+FZ>-up#IJFO5KTH7+mVX8~<*%!s9GPCn3&4LxdR_Z10Y3mv{lHs3<$3N3
z@KZtZw=iLx1=o#J@!-^dbpEA)*Mf(s`784x{k|Uc(@Rt?wm<A~Gza_$_%$k*_YtVh
z3c#y0`6qx=`OXtJu)aB_j04W|f6e8l0CZ{Gh=#pWvOihp6@9<;XAEwb9)aG?u<MO0
z<{?j_YtL@~&^tFz-##<I&w%UVn*&}2eigFu=A+Cr1>h_<@Vbl2Q-ShCfm8pmYW3xz
z-!C+whvgu%%rovjhq9g~dx_ACb?k*GdVcXqhaTl?+Y3|l6nhk(jQ;o@N$Ba?Zw`1%
zaNWAH0K7vGUIN}di2Vxi_CeBHcVb-yu4{ks;C;c9P!@0fpdC2-%_-nx!5gVuUhmrF
z2fqhAQsv6NN)C80@P}2deBPn}d@;B#J|*C*z;*stfWHZ@^WPeP>v`}vHGgGY9xu7B
zd@11XBYi_PeLr`6%>ds7t{Xpcz_);3siv3v@f5!T@b|!V{+EE4gU6}q75^(F*ZFS^
z#J&{LYv(`k--F~&zmpj;AHQd%=C6ECDFZwTTwDL(wXm<PfAGFYuPs0LSnx(_{!06+
z03QO5?NGP<PIl|Z!UaVZc$~_W_|flr64&{k0zNtj&j23)uDdSE0q+m)Q$FRor~rH%
zcze}9Wk0F}d=fYgZuyk!q6&Zla14_!4{%)+aTo4?LQmHY6TrU!*To?f{5^2pI)#4c
z?wue!7yL~Pr?yoHz7hOl*F|N}JFKxo{izE4poZJyKX@59h7ElGp)#(UvQtA&c9PO?
z4FNq}Jkr6Bg9nNy<&%$ms=#S_vl=V;P~G%&+h+mnw8VY*&d~FYzw$X5vQq&&9l&in
zv3fg|uyZH$aGTP#LxVWplAVaV(T~74tDJlhk06lLE_WjIPC+kFxhO7a;OD{9DS>m{
zseB$M3%tw1z~!OzdEmXkb#W~MPXrINUqtJnDwJ~~coxpB4oW<nXUF8)0@yA${Z4KX
z^uHzjZi+sY{d2b-5(eXY`WMyKy+jGU<yvMdQ2glkbt}NnkewlZc8<ArvS4T9GlBc7
zU4HPx;5VrGD9=gK@9&-m_vz23cyNc(mw~rk9C*D&epZ3E2ft6XPh}O41e4UR=NMcN
z4u_tuKPQ0?(QwKq8~F?ZABl5oiV_d`tTV)7{R=yDp{J|w0`Mu|y7pEAJ`Ft3`k(x;
zz?XqvV&Xho@dIV{G!*xxC~gr$u*}R0Twb!13OlpF?S59^Ye(&`X|PiWy$6uSZ6{)*
zobt&6uL8eX<;wkuJaF?lJud=}0@uZ>47?Whb?u`HyaUpsIEsIRyzQ8NPkA)>#m0do
z=v4;sBOUx8xUQe(!;fZ5WIx@c#8cBxOQAm$`rpEBt60(Z>!)SNH~e{hKc(``1-JWY
zxt|@SpT-QuShiH(Pm{oBf$QR&4!#*Y&~=a9KfsH?FV+tWpm!X4E!Fx`_UB8$D>U40
z|KNwfM^fCXmGb)a!w6JVvlsO3DgoRA*Y(3x@CM-BR6pf)IQc=pr`;CZ?uYCT_xele
zhoncpx835!+PeAVZ+l-obA~&P79+nWp{MHy<=_to;nm>x2H`R3xK9awn_3=aUndEC
zJop|T{*mn<_49P_7Ww*pmu&E8@Rn+NrC#&FBZKf_@KEp!HNCPgRSupC-dN?zb92?;
zH-qcq7lVeG0FLbiWt<TEpHxrjNIwMpL!4U)e)S|jKNAB+zf)cXJzcw@-!HET;s^b%
z`3Z1coJzod4#F$Ie+a^@;TWfa@Obbt@IdP?Dj)r>dIh*Hj`Vx$Uk0(C16~@07l7{y
z!b`w+g13e*-uXt^$FBh20UoPz<-UwH0?%4#>{C6bApI8bfwaGLvr^CExs%&yH;Cep
z3Ok3F>+2~K{2;ilz2<_)uF$vFLhvXJCqGNUP4IDQIi0ygK2Jn?RnSX;UXH3~mqk7_
z3OSW0W+d)!K(B?WC)Y^ClfajP>)LfX_$u%~aVJ0W;Ro5b$GO2uTxmX2#<>F633&;>
z%ZxPM`juZ=Pj*Vcp8)rnhscKCeXmOBt$<!G(ztfSLw#f?0X%G_?9W5}{89RI;wapA
zf*!UN6g%ScP863k@crOE^B(-6CP_RC`~bKvZh7E8g6sNI5%}jpcp3P14X1KOgBOA~
zH_)Clm2!&q9PYH|n9-=Cm-X#A3495-PdSzQt?A%P!P_EFZ@fpj^H(<b3h+StLgZ&L
z{44-}9_LoB;wRPZeAiA1>_o2;&s}))k<VOEyeq)lgX`jL-H+!X!KXpjo8A;RKq!4Y
zcpkWJ{7nI0py5=G9OOS6+`gV(r<B9*dO8<&HbGBU?}gwiz;)#)1z)G}gUV3}zDmRG
z_79#9Zu?oN_cJjAeGYm$KhwZBgX{dv0)ID1`aJLr;JW%K0*}D=t5BJ|^`+d;DFY7$
z*ZEfkem02x=rNergQQOc?**<~=VihEaPVKKe{E9Yh<58yJ};ULJF&0m%aIS>5?oh~
zV(`!)>C3^bAnB{Y&lKqQjbm`bj?(Mq{Uq>c@FcY!P)6EPiH9s3_B(^8;M_W(#6f<B
zhLTYo=D<!W^mOqoft?I+`}4QuiXDpQVR0{p?3BVz+qL?5R)V(y*Tpje7pzf1cmjCs
z8vQts3VtpK&jddcgy(`+2H}O^N5OUVQ3`$*TvxtI@QNVzBOb(cQV^a1ejo@>1^*IU
zw+_n$*M099)n6|79;Ckl=iYv;JP%MP(_=f^<)+x^ruIhVGf{u^9J*yy`CebGaN9{0
z>`Y%5I8J0I5qu)}4>-5teeIZEyYo)cLzq|A2fpubw}03f3jR9zljv*5^NQ<F4($B6
zA@IH=#iaoJ9C#a?d*h<avnAl?!FBas0e%d8f|_1=9@WBvvFoe)^zq<r!DsrUpK1q!
z{7V7P1s~<Z#e$P~2KZj^PAV5)qh{|v=71jp$7PCJKAPkG_Tvhn*QBsk`#T$@;1>8o
z)sFn)GxDPn{4sEv-@I{@b1>Cc1a82r0;lgc_i`Fz<ae7>GP08hy`tBGJpTxO7F>5f
zCJX!*@F+6q?4ye1qisJA`~dh(Di<H;vU!oTuUn6lfuBP9L^Zv#9;yPjHtPFXbS7i<
z!FA(tB6u6{PgMI<U+;;&L1KziI`m4Qcb%%Id_Pe(_yO>)Dp&U7^TB@y$9A?GC(6gY
z4Poa~0=-tR>&sIC9tR$1+#o-#N3c%|9w?sFE>e&_72NK}Y5IPg3Oi++^!p{5;OD_p
z)$*8P-<tBt1#kOC?L~jDrwDrVdk(t(RtBC9uIq1A;PiV77wc~^<Ix|WcdhEL{QNP+
zEeX5`T-T1%!3)53{V^N7$(#EAm=E3q{9^sF1bS&jdOs?_Q^0lo$(n%uUhqKmPvwjU
zPY2iarxfss;JSG$1N?DtU4O~}UjTlw{!|FP&Tr}aQz>`~xUN4{f)4|~SbvJ1h{xrj
zrz=k)crLhZUo8#%sUSQHd}0uu2R=FoF9J^kk5t>G@;pTucn|QNDwofsP<>W`j|q}K
z`cYy3Mm4>1zdR9~{HO0l@{Zr02ki-+?5Bb6*b+EC)X%AWo51TMy_KbmCt?q#hDK4c
zlMg$K-_}1jRScdBt{Vr+!S{lP!Isxg<+-eC@U7swdW@Nb>o5(ca-<`DKKMYKTho<t
z&=@U-HM<-cu(Jz#xJ~Q&VT$h|qjKhep9jZww8E9=-@&_V75hZqa+tHd>yHxf)!+$g
z`Uk{ZMD{DdH-TTNa^?9F>oGj%8idD#mw@ZmUn$_bz%NnlE6=xOfbRs?jW0Pee_cHm
zfL{pWUkSMNj=n!sfS*BnU4OB%ux|<eFV%ljG<b?%Ja`i9H&(gaN2hj>0s9@nhf#Z;
z?b{AK1Ko9QChUyf7T6BulM9{}gcpMM3c^dlyMgQCTnT<{kn|CcqpU&FCxFKWNuLTH
z1+MFFnc(L&akR@1Ua8>}XDZ(zaJ#>)^Nq9G-^ySo6n^O1dlh(N4X1pfCu2PYj&9@j
zM`s^d`J8kT^u|DMh^i;XF!}V6SO;c6Zwd5t{UZl_5xB123c%-r>)LM#_!RKIsvl;G
zcYLS-Uj@Dd?bADcc%Jc&*VaF9pQ>2@yg@wpwczu8?7QPn3iwKJ-F%S&UJM>+KB9Q%
zfFB0`r$_ORt~(}p#2^MSwU0vbV`t$0Lv|`r&UkQpUMW=Chu^$X1v~tG{dgHY1?>Yo
z4K}^;QhxU+5xf_8pmt7Ua2D)$20wyxt61^l_645#RxY0r;(S|>C|3^b9ntth<thL_
z3H|}jz5dV~v(+0OJ3gh*oBe@)omUC|3izd}ouTeL5%Evt1+Hsn3E+#tb?rD6JQw^r
z)xL7QlL`J3_%$lebo0*z-voZO%9ZCL3c<I7cT>4?f0@d+A6)E{DRHN^r0kPb!OqeW
zeVn47!2K?8U4Kjj-vpkh`k`E3rh%7$>(-B1;Cq7Pp9g*{Nd86OM}p*E27We3{#D=?
zz;$s<1dskm#?kuIcOOZKV-hCJ{k!ybvSH^WxV;aY;AcnK2hM?=*LLge6oBsnzu5Ib
zDfAxvMBn}@!Lz~Js`WNXv_I-+5!u)m1NZ6o)X)5`w-cea5qi4%O#?3ir!mXhUzPp&
zEbvX>x_*`iz5-lVKSkhMz=Oqu%2N)#d-hzsJl2zp&48Y+Jn`VO!2^wVF~}zcd=hw9
zwY+j4gLnq`T=14ESDtgo0nY)yLFLNxZUx}W!LL%ee1?z8S%Gq{1IKclS!urQOnx1i
zc)k&K&Ok4R^hWyWDc=JY{S=<Z{nYRNCba|c=mU9SkGDzCn+!c{ySnu(KM+mjP6yu(
zuB+#4@K?bX`=l2)_9%Tmc<WMq`eN{Ka9R&}+nL-Cru60DNkP(AgLep$KIY#j1Gui<
zlE4Rp2dX!!mu%Rd2yWNQ6u)@O>l4x|fZjIf+4Yj+r>E3QA@XbX8TMn;b&R-Y+g7Zy
zMZJ_kFK(~j_m-jl$Q0#Q1)c)_0?xg0qxxMa#sU(PUd&YVGw8K3@y6Mwgr28`cxDh%
zyB(xVMStF>-`C1Pe&yip==vbvw|t(~?)5<~?0ok{;Qb(~&qDC9FZK0N3T}bx`e`Nj
zN!ZuTuMyKQFM#X%aRPW_*uNdVc;g{E1+9BBVgF`uEYq>>QOfD8ot5WqsXW=RHy!%A
z>&kra9Pkd%_2#F1F0L4S0l045DhGcST({n+1}_MbK4v<u|G~BGADq$$YX4NebnqSE
zf$D?W7nN@vxZOW?EAgVXsPvB#=$(O{-9O6w^kn~_{7R8u|F87xl1lK=;JWfe%z)3}
zZD7kAZ{<Eq0{C$7D3vSw_Nm~Mf1v9wDsLwE5VCJ7_5<{%Jm?MjI&goYau$I<1s=#x
z%BKqDoC<FDw@Tl5sr{`QcK*Fz-``>o@QvWQcqM_a0}oWccKw4d2G{ksZ19)Bb^R?L
zd<(d)zm>!PBj9#_i#Y49(=`396874D6F6?<Z^TU8&jZ)>w*>HO!FByD6}&6BuD@l1
z_X(0d7yJ%z-9A<!_)zdb?aOZe;2Ge$bwULAMDUF$tJOk@m$*J$MWa92iJpb^GxT)z
zo(O&l{8s3C`-$>-;WY5Z2lVrH7B~ZsRnsfa<K=<Z!u}O1m-m6=AuB^UETq34=T<kR
z9P&H+C>fQbT>25n4)JR6=0W_7c^cQr-~-8^Gyf^;izM(a;JP@agLeiGv~NcFXM?u^
zZ?D?FU(CV8^T9iS>()=j;4OmWUk*<7psS~9@aw>J*Q+tJah(sYi(e9WDtNl;zw$Yk
zbnw~W+VX=x5rpT1XM$_X4?Yw;kbl%psC*;A?RJu+Zzt9qJjV>ZOVn~G`?vAn4}k0H
zIR$(aco#Lj@;%ZS;Qs*EjSD&86enFd3&1CX&sFW4Gwp^#<tza|41T$RH%>eC?zMQD
z&<cy%Qzi7uzty+52xL$JuJa=S{7dkjsvpXIl~nMv;DPRoke|88Kjk|){v<2);Wz%|
z!OkA&>Ec}kUIMObS7qQ^z}u;QijSYz>)I;t?cfiqT=*bAwJFArn0Zhr*ZYwKem;nw
z>EKo1t<`*#=aRF*PlI<*xw5{?2fqNWYd6K<5%4e2I)LiC96S;{&~-HNYVfu}$`_N1
z>j>~L)j#F_Q4)9<xNd$=2X79po8Pm+I|j)=AH02#{ENXG2g$!2{8DgTd#(m=03Ikl
z)Lvuei}-xvQ+}*X{ho73f!=P|(T$@S;N{?LRXfVQOAh!E@Qdxc6hbfZ`@rKJ)n_Sq
z6YxOgvHL%G0(hYLAOYzU!25&S>#31S|J1Cfk``cn2Yp@pO9#&b*R}6#@D<>J#&7aB
zAAB{qw*7+_Y0^`9s!^V8;C6X3FJ7LAg;;lJ?2$hS;GRSJ_LK^K8tHZ8Rwj5QxUN6t
zg6{|KfxNuq_>=B>pb-2Vcqf(1=cw%Z2d@YJbk`@9GQBR|5sO6mb^axQ9}D7NDtH+3
zZ=(7qZu8pfu}tt9q}Pqxx!}Kp-=e0+_0i*U{wf5Ig#A$}H^p;i)L%=%?*va(IbBOC
zp93JhD(F3S5j~1$%rn?0hhDU5?@qTqlE8Dp1GRt3CmZ=J0RI^0))b}vkx$!QJ2|k^
z@dtgoC;)E(9w;C3vjn^)c%<s5@;pQZcqq88U0RFr+$8v=YWktBfANy*?5BXALOE|&
z)60Dk@-G8C2KII9s~qsA;Mb_>mHQ$E;BCQm*9#@!@!-04TLB&kuIpFUvskBt>&h1o
z9vdY86mTk^F8>Vh5b!|#j@n5McsTgQ+HE29I$cDM;#~&4H0bHtZ54PQ@IdW}{7D4w
z2X439Mf!G|l!wn{LQhxjbnr4wKICUM_<nF*-1EUpz;*4m7<>n~uHBYPuCreaUWoL%
zb{q2?E>ppE?KTPg3vgY#O$R>$u4}j1;D^C=<;w>@2p(u1OYtiP{}Eg_-<N}*2iMh4
zHF!mk{9~5jc?0l3?UwRS0{;p8YMguLE9HJ=I`}DYUHr49eO-L=!OM|e=YKKyE^yq|
za`RW7TPX)`b6B5$HF%VUQ$I)ouZ8`MIJed*{lM>fCFObaVc5~dDFb{CxGqjP;7c@q
zP@D^-{o8QvjWgyD`f5z#CE)9kK27Dy?{HRte-DoB4xjY$BTgi>=jVu}DD#i{{oDlb
z!QeiAnC|zyrGozpT-P2m!Jh^1Kp8sMsq%V<;++e=9Q<LG2e>XPg5F{1>DomZ_#W_R
z)s8Z6SAp*U4>TXx<Dazu8q!<4m3pUnd$pJs?e_5kzAxlR@Nt{!Cj)wOp{MgV2RsWr
z(0FXuKlo&DT|X)T&j8nrBNgDogXC{5!+a1V|9J3z;3;Z65ewRSC;w8w#|KHD0X`8t
zP`y+79PlT=b^WIR{NLcZakd0}QIPZ%;7h;*UH4EuS})=`Nbq3uFZr1Oy>jU3=9^T>
zb@h}9z6a?8wL7w(3tkC+3C_L!L)nKa1pgUa7l%^tv*5b%v=Y232#?6eeHL(CzexZ;
z3a;}%6+HAOeLKwrC;xQzbHR^;>-tF{co}$%8Xx&w0o7wE_&)H9-CwDK-kyrU{e|pA
zFUOb)K19t&j6>e%+DI=6dQ}(EBVRM17yq+<-z^6`0erNYpYna`1>obs8>w7+Lf5$!
zD9;G+sW`VPl<~^BZkNv@P;&C83ie)yzHZ$Uy#nhF@Ya;T8K;$ft3>bv;DPFq;*tgX
zrQr7Xc}np|89&L7Y}greG_W1w`QW|4b?u=Tyfb)L=z9HBp1UXq?+xBk<?^`;^0ONJ
zR`83}bNow;J$ey6@;4QFFGH`rnxC?tp9#JJTvyMz;FaKk>Y3~pf`1PlXndh|P>J$<
z3O*I*R>WU_zaQq;4ys|V)i3&X5VI2T2iLWOB=8h)T|3Bz{chlPJ7}T!<JS&yU}rn@
zbn`<2_{ZSg7+y|$l+V3UTuQ(Xg9nNW@e1(0;ITOOrdRGaSudl#g11q*a^E)|oYDts
zM`S+*d^fnxzYK8lPnUlV_@N;A7s&KchT^}+{+PbqpG&~^9n<Gu0e%d8kXk<Z{dnZR
zwF>(Ozv|-`4;~tXr+}Y@eO<fF0RIJC7rz|vAHj9?R{&1s^O>Jb@c{$7{=uuk1FavZ
zUs&KK{4b{SM5P@%<Kt5uqnulZWG{L(_HCfA>&J=UOTgox>upcU_a&xDuIo2h;Ljp`
zA2mJt1l>xZ{PV!y1;13~%6?1{_%?7|yvo4Wf%j0;EBlC5;CsMz>x}3E#y$kstuqqA
z%Yx*e2L1uKw*25b!FA&Xm9Gfg9yd~y`tln$ieabwalM^#@Q&a<?S^dl?FU+~U>>@N
z9@R?%^d>`37xz@~3~*gL&jcS1u8V6f_=F(55PT|l8?|1QajF!2I`~~GS3YM`3H}zi
zu3bm0!F3UMoSI%~*9nqq%MV_N^tyV_1YZxXOP>qA6kNA1DFpuzT-R?(!B2qe;$I2=
zbCCQa)-v{0kn{=QpMmS@FBSYy5S|JCJGid?a=}l7>*}u%JpP2f{z}0Uz;*RkDY-8G
z5$iAyAib{s62O~->(Zx!hk)zqFBAM4@IGq$QpUYp@S)&7{Z)?h@kmn$KFgo`^=Im*
zWzgFIJ)NIb;7h@E^L6xkJkJQOYe$LTWd91a9Lo0;q=CN<K3?VKL-xi2`IiM=3+^*M
zqa5@RZz^XI{EMp;>qKj$-}ooj;WV$6LvJYbvT$xqRP>yA&F^``O60o&`hmt>@+)Ek
z?&pE)+IIr@YVaGN>z()DH$D1K=~Kar!FBB?6MUN{f4hF+-$rnI+|O3ZLv<|oT_~R-
z*tzaEeLpAzPXdpFuGddx9IKLC=V$b*jNO3rebn^u!I_^E!AF4yY9CaNH1J{I7rU;=
zhTgo3=uvqKp!Y8H#;E?7qQMa_0cR&`>!$c{u|OtX0X_s=S8rA!u5Z9~_T#~~1hJn2
z9{Ic8eg=4Z@IdV@0sc|>V!-Woyi}=oO*<}vy^+ul6n`pj8Te2Qr}~KoPXm7p=T?D|
zAGI^lP3?7c3>xA}=rw|#w;jprZptSK{2B1}Dp#)e(!rO3$EjRthuM<r#;JVp*+{Qz
zr^Vni!IM?{C<A?Rll&_Oe+67u@73Ttz;*e@Y{Zxgu8VUL_!@BCc##hNb`YKoz8hQ@
z-+b_GL3lCvtKhowm4lZANnZ{A7Pzk6$GndFC*Zn%l>|QMl-~bz@D%W6YW<kcdFO#_
z@Ezc7RW6?kq58`QF9GkTa#K8jL%bOLWRUdb;8oz=)%0{T9q%c9HF)G{ef}|<&{x29
z>65@a21%a|-XJ{i?<!ON+2C!!o2vfF-)EwJnh(xke-811xqMd0h{)s_^%k1+F+y`l
zB$b24loIGY2tAYZlviDyk$qERJS)w=31=^wOO5T3>^Be3k6^PcK0AWFZ1JjacG9|h
zeI#4S`E!x%1Kwp?B%2=6_ss})GNdEUH`U|6HDI6A<9m=Qlz-cR6@>C1BUowZ)gLur
z^Xv0JabBOl(SRMR&*wB?i^8IpH(<YqpMW#S|4s8s^qxU2SH`f(JU52TH2AqzY@N})
zq7^%B@XwpFmreWJ<O`ayg&uysDO=~^N1L)=JtTj};-58R-&p*eX6%&3Uunj6@GB`T
z=lfc*ypZn2t=RV=yrLPKUysiB*X#aAb8_*A=Ip&t{%LdeeJFpsIjafftDCbI>+^-p
zSy6p{p&5H4jP%ckbwAmH?GEP$Td<?yd{+xLD}rxs!3rYyiWY2p1fSc2ZEY|fnx91S
z7cOB(BKgcqSYE@Y*0o}9MDh18VP8b?*C1)cA=%o9pSy$|Xv8ZnVM`m6q_{DEy(Rm$
zF@LcoThfFiZ#UuJw`5;5;iWCvyl9dXM)P^C*sf@Pz9ril!|k|zR-fW_2j4S_rSmPL
z*u#9)DE0(jFpAAF`1z4+slktqWNQun<w*9a!K-g$M-Be^NcN|}UmVGDO#bvp_N>YO
z7{OMV{D%?j4U>O5g6%Z<+auUdX7|-2SfPh6>cz@EU2(q3>i+pacEaLod$E@|$N6^7
zzwE{KbH1Y&%MBsPh7kTvZ}xErf2BA3IfOsco6V@lYkIN#di>X3tgasEEDz-sz1fyf
zzOOf{3?<22M7$4MjfnSV-_|F|U-kK}zAP_{Z|=)Bhw&AC*}gD7w=erGjGyhp=7sYk
zeb~BizPAtC70$QyVLycPHGNoZ1f|Vyz+dRc-f6&R_G8~P;HUetQw{j{eOXB)QPfRk
zKUNpX5A<Wp8}gEVY)eDFsUMpcMWri?;xle%vm24-nnrx%?d-iqeA(^nPh0YAWByz!
z+tip(OJ#c-^WSb~m5uqgx3if|_(!+1V@)X4tZ2S7mAw?r3sc$G(IojJnx9BzxlQ>u
zsqBNMBstuaZ@iP$H08_gWG^=3v+iVDoAERK+5TqyP=EGEGrp%kd!{+x(w}W?&R6wk
zrOo+*{_NN0{QMp4=@$Ix9ju@Q|MCv@K?}a)4)#L}zTpm5(}FL#gDts)Prrk$Xhpdc
zx8mR4$-ZvIKf066iy_JS7+yGl?TX<`2e675j$ah1iQ%X2WP4h71${1-e>i{@$CBp3
zSbkyv`y-ZrGk~qXlq4Tt%HJKxDlX+~2eRpL{Mmu*#W;>H_sqF$657VhHvFf7?5#G`
zPA;_RdSEd7@N)j~U{-!PKQxH_bvfTNh&>n2w+v#N<N2yVY+pQIFo^vc&(9BJ-(EqQ
zXRhEsr?J^>`4?&I<+gl#8hfWLU!TUlY0IBWV^wYWv^2K39slhvwz(bu_Aa)s9slSq
zcB&nJ<1V(KJzstoD{Rl_+{Hd>&;K06R(Bwq#T|Hc8vD^cKi`4>bT?ai761Hh_SRMW
z-MiUWSMjxXv&yUZvv;%46G;EJ1pek=Huq}&(qOjkYCdl;d;e<w*WGMO$8IRsoKAe-
zJ#1|!UVIPxs1sjz5BsST&%1}s=**|y!(Q&pD+jYzt{Jj$1Y3A*iwncqo@@C9=v>Qx
zxraS>-Ic!#XWw7PR}Wz|*YSlz*v>=_Nkt+*IE3X~&vy-BA74+B6W8-+?q&13@R}iP
zZx@oB>B4v4%NBR#Mfb9=yOQKTT{(W<;)QPf#J#M%8%d_#z_$!#D{tVdhO(b-Aj#9+
z`ENtn+V1?@q3n2fk}SB97Yt(?Z{&-HvC}t_<hdmN-7xl6690G@JC{U~{G0gVbXI&5
zuN}tfZX(I*oB1c{?8BS+Tj^}pEhO1+3!i!)+j9%AOlR|xN%BTAfBQc6MKWJ~AA9Cj
zlDu^*KY1Vf@>YKEKDMw2NjCN1`G`pmK5sb7=}D4Tdh$KP*?T?tJHy$LQDQ_(Y>i`Y
z{)fpP!pXA+pYLIB894pH;A=f>nu*g_P5!=zeQ)ybJZ!e-5ql*3Urk4|5B)`44#Qpe
zO>7X3cpsU7<G@bS4fZ_c4oSo2ICgyAbHGEhqb-V!#<3m$%3wYD3nsgp=a_7>!GAN@
zG2?cj(E=J*@dF0Rw8CWf@;N5kV(>Et`%P*@W$?2Gn`;bRWU_fC_A)7Ra^}VX%MG$-
zOPa4W%CN2dmxq69u|*c&X0gMTKzDTE>%&<OzBHU=O!Z)E$20E3a8^Tf4j=bDrt}b;
zt_>OYS2#Ob52t79Wj_<aHq=kVvN((vN3a!P{M86{BJ2cmpxkM4NgBJ+U>`a~r=YAc
zF8kVG$EE1Lwh(pY>myjN^XAeBcEA(&TsT{5T{bP8eP;3B!r054L;efr+rrtL5WXgy
zZ3}tDfapz3yW#9hOuON1N&ViC%njo?5o~=J|0A5e9|6Pgq7`Lu{Xz40i&c8~A&V9x
zpII!23*3;}N#a7|Cxe}nE?v9B_z@-8<l%ETJ4{t{*27nGRzRWHX7TNueMhIKE&dH>
zD>(L#s9OJS=*Ii`QbgI{uW`2CX!!!CW_Q|R`6mC~V%tpqiN(rI{+7kw_i)gI9zK(^
zP1Z6Iza~`YovvJ9vJsPN47Qq@EHdhN3%OzNPdNL+;9EI+-TWB|R$2Tf&c3$zf)G||
z@fyzZd9E<jwkuMsM|<+Hodz$*e=_x=hrHYD;ZIv^y46_(>mI(;!^ZQcJ+R6@^srqf
z-|S(pc?6D(L%Kon^9;69#wvWO!Pgk<UHP_OJQT9{KF$^zyuxCy8GN6`b{V|bVhc@@
zZ!jsUaNwN9=6Xo-l83*?+1nnzk+aV{d^u;wWZgs!;44k`s?lPh$=;HskAg8gmTSbn
zVUlyU*HK4EmS^5{)MOW=ELL=w)6`+!rVg{p?lALAHp>)Us{LAH8sc*V)xaqkB3VV1
z{U?^GoGsuK&O=-jeEh9^V?(TumN#VopuSP-8MnJ3TSR{5^KnNSvW?U?wuOwVZpcch
zZycyMZb=k79*Wbmq2o41v87=+EeIR8CyM<Pj?>@6vn!(5+6L%6(<Ax9M(o8%UK_=Z
zMZPaqvJL;<RUQ{z<)cXIDn*g#D#=(G7os^wP+NrLZBA?AZ#k`!-wmNv@}3Zm_3??2
zzMy;R@edlXbM^TC25edAD+WZ*hVcsxXkGM619mp7Hzdcy`N~K(CxS1GWZy@^(f_3`
z)NZ@+4PyI>hi|pmR}|G>J^V}5IQ5&A7O%9>xp5t-={HzzZU|v-8~lY3mh0gkhp?9{
zzPuiFzB%=%jsF?Ksw`d+!oH#^_!VPAJ@!G!V$t0H+i(6i`b}s*K9G$S^&Z&+m&%j*
ze1ol${W~I&k7OzQcJ{c?h`RJsG}rSc&+)M5sG3os+1K;6A*>Hy62hk8f+2+E8T|ba
z_L;$JLfB!0SB9_`OunujD>V7@_1MoQ|EeB4XYvo~u{S)twjL|-@ZajO8V_F|N>kL*
zQ1*$%%R*VX#Xk&X&v9NC%GPmyGL-$u`G)$eit`uhv*M81=$Od=(ktP|FuurQ545TC
zuv5m}Cp_$1v-v>}TSv_gDq}9eu|sn-$a`@zt~r|H3sk}lM)O&meM_gujpi#kISQ%S
zd>f>6dfaSY1}T+vgQxjPNa^&rr}=CYii~ftny(6BzgU>zD5HrYqs3fiREWefqg`%B
zhuw_MyBX!dq|9hzh&Q9%ZbnBSr96*Y&8tJ$TK>Dpvn7r8_g$CgVHJjn!D@@?sWj>O
z%l63b9P#`ugC+GYFxVbhu?;%_&osvV$6yQO2-@IMY#OBV2`oqIM2_TG#$@tG-KES>
zzScl%!8bh>OQlP@!BA@KUK7*6Hj{m2aO@Lce8vU(QL~HfLTGn>D;q4_32lp|Qnyw@
zuAH|)raMhqw-uUV`S6Vqd)j1m2LIk<OU=o4ibgLQe1=KarC10pm3}vR&fq^7>}7-R
zHCUD7`$Nbti@##fs!62%(ZGiDJ0>r**jckw#I6xWtp8Zl4v$%Ew<RWuM$0_3Vp!v$
zSuEEYW+!iQ4b0pYd(dEy@LdKwBdvBE%@14bb+mO%ttMZ_v9RQCbGFr!i65J@VvpHt
z2ehGc7P=KRkv_v<XhQ5>i=v9<*gmpUVZ_!UFO#3J*dZ#{88dbhXK*B+v;R<4&bMNJ
z<m@dB{+u1PmipNG+_v?uYilYeTWIButv762m}<|Htp!%>5ze+)d@o1SmA1N!19>X;
z4-Xb>{09%4PHrqQV+$;{!=&D|f|73b#C~nj!sUI7&9fe`OVmY_Xo2m;c@H~JC0by{
zzGtB=@>ebP4yF9e6MM>He|mU1LMu}?!|;GTG$VGGNsFY-rf?WhYW5S6zl_-3CVR=`
zMJ78etGn4IA|*!bOp{d_925R>Ny2(Rx;})q5Nxla@5J%`Sgfh%8T?y=&6HXRy&xYN
zI|GX#ga7VfuNY4wn7^5PrNzGU@GmTMZ@%4PFIr-q7ts;=xA9aqO4z+dq~B$y-)td0
z<Wo(K`a5d!pDb47q4QH7yDqJp)z<S8wH~ada*S@axTUa#fegM>nba0u@vxPiHo+2I
z(;FEMi#=|!83x~vV3Gq%Oj@y4V`GN1J@)E#mc<uxHk}IxuIUe@(XnSSB^&&Ry->pv
z(&Vq(4fa{i_Iv1jvBh7cwU9{EQY2dAp+t*mXr(3M4(VRRr7(FTAItuQBdRQX%mQP!
z>8*`RMPdvLNQ{wTvk{BiF=*j5Fo*)iJn$eo&rY-X4vU>I`D+&Y(bFD{`J5cK+lrE+
zFQTOHVC@VqI9rWL!(zoAjtKm0Ve=MwM-Ah+=s`wr)1{BN7>b}3VJF^`4H5o@cH%=2
zep??y(*10T^!v`)1{Tz_Wcz5BYmBuk6eGf7YPfSOUVz25#Sx{~Ek2#&8tGP1;y<ur
zG1*3$G8|s6H`orU4~oYE4=?htPsj$|hTiN>v^U<tUkYV=v1ATqC$VG>rS4iBN<qNm
zx}JmP`uf;>9P(U!Hnkp~R-f&tmk7z*p$kQ~zws{qV<-)>YwA-sU0k27G<j_(hBYK#
z=vnAFQJ<BC4Ed%$+gXo)SfAC_>jKGtoa6{Ze|Ep{>h6KKyMhi<RS&zS&GC5)gD)VT
zaL?cwOxmIBm|Zx`)}d^<rx{}(p##HFPaa%Z$n%V+>$A5)_}Nfa88R8?b3)~C5_t=s
zW3W4U7TYM}vCtUGUkPIqd0rUHr@TrG{$3b{KAfWX--cm<fNb|-TQQ7nq^MzGFh89A
zfkh>*1hIP<jxh@^d~fkD!`ah34v!OXUK391!OC!4sq&X1*!B><Ac9qdJoZxrJ64Zx
zieR~+YYn{lygvUjg8f{dzaPQ2g?)%+3@W8t51tc(>+e4}Z5?C8#x7?FUB9dd!HQrH
z%DB(N4`PD%w7|Vvi+>V=##t?Dp~3Y$o2BxH*)y_$QOQ?g32YoUmV4+j%g!M71|0kI
zXH7PSPp4}e+-y3C3q)MF7^${KWFntxV0wI*VIH$3|Ca`;fCBYwh&NE5+kx6afx>Le
z&S7&sge|lXC@kB54Z(%dIT5I++fnEO<29qeBc=ib{t`Pb&A&I;d<qFx6Mxa9Dthi^
zL-;Wh+tFW{3={qidv9dD$v!c7p2_CR$j&r|T!o83gTEZcil_}?ba*!m_aV?iJ}~*$
zVQdv?ZuRir!%%;G8TK}Cg&&S38#KPa^;0;zV4)3t%xPQUd(QXTTOQLQ*c&1IR5&{j
zGQ;>Nf>qYzizC<zXhe8ZUY{35uru}f>Ik+a3_i(5gw^fcw79jK!siC9aM3-n!kuNF
zM-VW0V4eFW#pV$9II!g9Wg>0VFqFOsu~9~f*uL<4ILG|<IIp7d3@Sew{3VkullwgW
z%kq9#p!|0>$4dL3uN&WmurExGB?mUTKIE*{<Ue!vvZwu?5cac&pT&TW+Z`b^{XZST
zN-e%Fgq_8z8>@G^kVW03UeEvXU_pNr+hzt|Wl@ly!3CT_t0K(USQTNNjO+PAlmCJ-
z*q(Z@pvTyZh16b7{dPN6AXd4kf6W4&D+~0__PUwon0w*FI9}+%+MMt5pl$KPI5#=g
z6~|4UXR);&ny=wzbZ4jzFtK&>jM3^dgZ)Q#pT;!q$MZ!7OE>>5re|nV3ia>r`*bP|
zbZ&31WyR&1xU+<g?q^SZA9@8(V7H23`keRX16T&+NR2NFif)aH9gY>Xv5H(rd@-n^
zY+l|G(kJ=5hGDN^j~X1myy0*vjpquZWg9Ho=NnxYc#PAuF*t|X{AZrqE|`v{?P)+S
z{(ts?A{3bn_p)2PVbI0Cs72Z@?MWSboxwMnY`tvafwU=R)IJ_cIcXTbl7Ttc%XMSo
zxx{GH4$}TS(|7>KSw`5sG7R3@a$+{k=z7e=ypNl&KhYHTqUW}+ePiavce>H_xM>_E
zT{Lz)<m0*R8&wy6HJuDOI{pu)agbE<J-pOWLEd3K`3{3Fj-0x6^pBdxkED-94Msar
zxl}JfIqW50|EGa5HC?nr(Vm)K4nw2o8AYan%{)AVYKFb+wJBP^l1`>+3q@Rryk!{n
zx*99cRZc*??dziDm+kO>R`24m5ABMcG6t^Id72s#ZTY=M8s1Fdy_{B!m|k3m;@G2y
zy%qYkVW4QJW~^kq<%12UNB$qThrFA#M1~LWnTCN)Q$|~;lN|Tm(c<EIK0bQ=MO+%(
z#Gf!|V`hsH_JFtT=;Rmi2Yshu2A^eMj}#X3jj+d5UqkQW=~%f@ef%HM3&)ZZ3&ldp
z>tZ(T>kM@Z!Ht2BFW3O^_1UY3yEI*p(d~Q?s>2>$|NHO15%_Ne{u_b+M&SR^2t-|z
zY?r*-lj8WnkGI<IPjwdW?Kk)*m)n0kE(jMI4qxu~9`~;8SA;mQbM2Guvj*~g+HR~%
z@VZ34-&%9OeTJQJ`-Lk-`-P{p?AJcY>A607(X)B<`cwYw+)^`{-ZJm>)=<0;v8DLu
z5%0s~`{U9v=_YgXv!4}o(oiyaeymRThpSfmHB}m-=L6|gPaGJoL+#g;*kt?Y$oI7t
z?;XF_*%ZHnCXY`3wRPfW^iIVH{W|&Hl6t4)`{S(ym*W4=4~J#^{WEHNrSPMRJob{u
z!SXm(9w*D=EO}fak89*{i#+a<$NlnnR36XDV@L;)Uo&}ZE00~|v6nm!mdCO3I9VQN
z$>S1vTqBQL<Z+ig?w7}-@_1GrL#~qf%VS%4>>`i7<Z-Y(j+MvB@;FN#m&oH9dE6q8
zyX0}dJRX(Dv+@{{AoG{Uw({6T9(&2-V0j!XkCWwbmOL(z$2Ib}MILv_<9>NODvxL7
zG308QzdW{;$1d{NOCATy<5+o|ERVC~afv*xk;g6axJw@Q%i~dbJS&eO9cBLV*j669
z$YU>g94wDx<#Dn+&XUI^^0-DGx5(ozdE76LN9FOXJce|V`O9NldF&#Oz2tGQJdTye
z$?`Z$9+$}D8hP9zkGte?zdRn5$FuSnBFE=ue&aNguiia-c8_a+_vpvRXFVR5*ztyr
z*IwQEar@mhPhE3u$IgjY3Mo?+JEcA}e$=E1AYD3Mcl9+w|9aBIdpx`K*gqf18Z{cn
ztV!bdpmX-n_^dILCbEv>CuEK3cx#WoS7(iSK)!om{No)*KmJf=#?=pHu#WWZ!BLMr
z$U0{Hb3E*cW7Z@=CXbo)*h3S>`@9(eHfc=eC`usDCT3=_jt`B02>-LjOu_%Lcmp;e
zV^r2C)^W^(BgRe|^~jhJ4`v{(^A1MuzkkG-Dff?=m^A|KXO0mzMvR&?Y1BW34d;B^
z{YZ%XMm_S-{YW<fS>RtsJ71B<=*J#o9q*s;$RlIMXE`zd-#OBJM{}q%uXHn$@eZGB
zmjY+LvxWHQ%(u?_%W*<;jFUdiOvXEW{zMAm?04=zXC84R*Wg4=pJgW7C`+b~x8J${
z{L`lZoyDBw<nPSGOQj$~CUxfJP}h`w)*t`F@#my>=4tQ58zB<VJWgeI(mV6zV902W
z_NH%`jCXi76bEOX7w`Tazu^Eh$2#eqdG)xn5Rn0Q{CD)6<HJZ#bGGx|nYT~LiaRVb
zCjTjRj{j23o{(}Uy|Yf(hpkb1trG|Dy2eTGls^ZY>^kY4b;lIkY^0a7P9gs(l>X@#
zKt@G$)=ADf?Ob~Z@ro1&?|;fmea*oeHGPzvr=zYET2amdNG6K%JLdVNkCWqC9G*j?
zSEAF9#9QX1mv7lJoT&Lb>&i6TH>X#9`@j3o-~W|Bl-`NoRJkslD$^gq_@};-)i*e&
z`cczoRQIqoGOC5eVi^Y~nScIU{L;s@?P;sVwWU^#n>w59gZH0Pe~w@$PSpIX_lxw^
z`$hV#agL@q`se>8#8k&Z8@G$(I&W)@kT~tkvErZqApq)XPI_mZzE7t2*Y|&a9BIja
zC;b7L|AGI>^uHr5wOuE@vrauM(>oRGv~MSWryZU1%m1)k=O4zCRP=K6?KjGMM_vP&
z>c4ZHa7?Dh)1^KyC!KQ)L1H!iR8NMjKh+~@%JI`N;-qulM<6lDoNQLg^owNr&Q8OY
z3F4fD^4Lh`-`P*@q{lNLJ}>f>Ud|CWti5^LK>qtl=HJp$lybkfwjDngZOxq#qWnwW
z6$xoLqp{X0ztb+Me>-Itn&SVE-6DO5FMV_LeW#}Q`?&|+bu*Ly20Um~&OEC^4?J<^
zPhYu(hqaPbk$vu=QQZ?rj@IhTV@fIyW@=}CQpCtLlsWT`ue?5U<`Z9e7<1+cUwOFq
zI^9<u!JKj3SKfd*<F&6mk~!nBue>31##di?6m!N+UwI?ujEBDR#>^S#eC18N<Cm{I
znmOZ=ue>R9#v5OGGv<sVzVhbG86SM*Etu2qedU)hr$773TjCif(a(M5&Z5JWQhPO7
z1D5Ky-lu+NvD0;~rZ}Tzhr#|{E}DkO&O|>uH%s{@Klwl@_umhCz_#C#ZQ{azr$0@$
z<$sU!a%soeZ^B#qwI2Ts_V@bQ4SAq)?X&e8ve|NecJe)8%UiM{KYz|k{W*U64Uy2m
zj5XI!9s@bW=R$TeQZjav{U1+uO8su1i+Np)D)@e9sqgHcIr~O*Z=UQYOMPd&+6sBF
za!r-`P_ti-|I_^Bj{npB<R#Ld>N&}FdVGGue$fXzs9gV<C*+q4F*7jek~}6?$d^ia
ztdti?Ib9#nD;aWwwPd?xoSirflKOYePqy`Lwg2PMQz>utl8}ET<#-Utj?d2Dd)Sh(
zQvQ>aC!Z4X2~yq#gFE>-EL2#=r+DnwqmWaaM@l>GrT%oOf9a({pV||>@DV86&M#7q
z&v4kUucdtcWkP?n5L0E@`oBwgODVrn%Imig`mLq>cF4(}oznk!DW5Lo?6fFXJ1O5J
z<(;J*kL1{|gHk?H%DYH;eM}W(f2EXnmGW+oQ+#eZEc_Aw@ja?i{*;twNc}7+KO*I~
zNjaWfvF)^z`@l}U;2~T)-@`Ire1^e({UzmbXGFQKlJYAsb&)^u6NM)|rTiu-e}1}<
zr%3r2DgRE&Go^eX<aYf^``1eOPAOk0<<9c_w3Hu~@+7GrkLwTeCw#uh_cbZM1#+?<
z_lNM`>F<w9{jE~JHOfh^B~pK+pZ*akUn%ABLY=ij$0z%&O4xVe@Q9R;l=2Qzzfj6|
zN_ihC_h5lz`}wD^(@DyELr&%TYriPh@1_9GI5uC_<MmR1y0p_r_7^lW`;{l<v!xtv
z*e_??TjZy|S?259FYq7tmipPz%~Rjl`8Hzb<n@Zo7SAVAdH+6towntFpJ(gY`|wTv
zHov!!a_4%+v40ih2K)Q`o(Opx#B=DMBA%%-!3@YRqk23m;@@7%@gOH_4E;V&2>l!>
z{}A#x+|`)s$#Al?k9(#4+1-R4nqTSFBwXaXAXCUc5n^^T<Ya$*J7K@Kln<5q5url=
zPASip^6pOy`4v)rRN7%z3p?pjUM=;jb_xCNQr;As1QdtyHwyVoDNlo({Ap2=Y)fu4
z1jv^9<1QEaPN~mJ{ng!set)@<(5iv3Q~M9$&vU{Iy9RQ~cZu}hxi7Rx>USI{^qq0I
zK<b~_Ao7itc1}3*+k||SlwXhh$$sr+LOxLXzf8*Gt9<S6l=7VyguI)yGZ0OI>}+{d
z*m1_g1yX*do{&3!?tr|pOsgKgx8)7knbyL-Q(xEMf{*NXFBW#PWTG{YQ~WcfzDR}N
zvy}RCe-jewZ}e)36S7lW?Q6e}lusEY>^tM$6e&+g6>?c!>;oyEEA3n(%(Dwp?qA-k
zP*}=0>nD-#XsMqj<<0IE_MMo#E9LpqlWomZsecA?M@Ne6L+d8O{;C1O&M*nnr98T~
zkRvSiYlD<eSuNyFoO_|cke_Ln2>E?de~FZvvfi(f@<USo{yRe78K2u=01V{k9gvg#
z1J4P4B)4CSr2OIAg*;8l|I*kQf`tLux$T^Yr!)SHm-6E?l5Go4++K&A+R26sLOw&<
z$2WM`cHS)%`A(JcSlqBA{gpom{ZUfh&z8$K%He*<$)Atc3p=+<wo%GE`L%y~Zu~N=
z8&}Hl(DDB=$jQ$3=Y<`oT|EhTpm^p<ea}{*@AR+VZ2bo8%QhlDZKXdJ1`sM&pI3$4
zsox~XDc{2<g#1dW|EQGbEEV=KT-&crQr>xykUQ&*KcqZV&KHBE{y;cJ_Rn4^^xH^z
zmXzl<5%R00yim%wEf(@DDX*0BiPFyrQhp^a5y}40)53peT`@+=k4;auHBsI6>jNqO
z@+M)wyCLLtQhrd*N3TnHA6!6E+|t(w`-`NV@sLx#eNG9v<NsPIPklkyciQ=HQeG4*
z<S35)YS&uWkJ=~f+$!^(0y){wlH;?Ze_qPRKOyWm{dYJvgvieY_X|5td>)6~wsTU*
z9Xso#ep<1Rw~+b%DfO$)`0BU7llWxcf4sc|a<YG<yYR;uCv&CziDV&n=JBtkyyGAt
zN3*eCjpKy<gVo9Q`vdlW#`;1|_UF9eYd;TiT8B*aTZg<O^$TP_a_pa#^2|Ghol#7@
z`dlXL_skb^ryie?^7em-ICPWxpGtXGOXw#_d5bo}&O=c`?&xoj@~Ufm<*hFl`ftkd
z`A%tPwv_viW1mR*(5r-<X;S}!lxKb*<c~@DQ}H66Rjq{oc~ZU#a*F4ae+&I~h5)}w
z{g(epwgnYZejOTEpz)`lEpNaQ3xxh4TyN0pF)1J1LF9{R(SAJ(Ipw?M$z=Pz(+)qD
z^1RtX-o~cb!^Xfx`a}KN|4=Cp+bsMqmijePK7X{3JMkaiPS{!Zx{yc7a)n{wCHv8H
zh1_Ykk4t$osqgr?8uCDKD3<zf%5l<}cm9y_{#@91;t+=cmh$Z|Sje66Hb=_GE);U7
zzkCEa^}7$Q67h7#+XGU5b4ww2=4JY^TC#uiypUtqv0tM*2>EcizD2m~*K8?YIY#8`
zl=oFBf8s46cgppHluwoGmN03j8yp}%H~o=pOFDT3c*vGZCFL*;a`JP}v}9ZQfMl;r
z`TmX~-(O^X(U0tse(%*n?#z#)6NEfLUN1Q1Es*j?a(+j3*snjNyw|THJ}8d;ibcmK
z`%jbz`%Zn0lyd)gekkR$WIJgi?R4lU;xIt&r<qdTUCR5Ei+rz_;8Dma-|C-*9K)~u
zS}5fUrYGC)BklkA_?eW~wiA91kn+1b2|J&~3As~`pF>XdayC}jNAs{>zf1jN?+N`W
zQl8nF^#A^v4mtTbeY(&`x3yotO8L1EA$RO|Mg@`n)`7nAep0@8m5`@MJ1<Fj^;#hx
zBIQ3pPX7OUrtlx#*?!eX{dFUR{t+qPer;g?FF;QIjC@+?UoZ8aM2E8FvY*~4<r}1Y
z<(ooZ{KxnIN%_(oA#v)fNusb*E7#%krJa9B`93-B^_TK_QhwL7!j4nF>!iG(LX_9(
zr=LjqwZ91YBx&cIlpm-k>^Sv)6ADP>n)Qm1M@#)_QXaWL$enRAri;*zx!TvC2Oy{T
z$8;9?I`Mf@>X*$E`WvPFhFyi7y{(0OkCacB^0D%|$r(3Zmh#B!g}&qe6>yC5^}nBz
z06CRwiY%8Cw^35QSC-4MlLI-e6Hfg{*mu@}E2RA%Lqxes4dLi!Y3Ewmo}F>yw3NSV
z3OmlcpLT=rXR^Ewx?Ps{-%_3`+qvV<Iw{}!ny~Yl)Q{^f%9}37c~q<Yx(;$GulaPc
z{oaXNhSc}JUfwF@gT4^ux>uNC7o?s2DI(uivb-6nP_qAt>=&q3`}M7qFWe~fQGEOL
zGzw1o`zHvwGj4w*<vWjve4Y081LRbXMRNQR6wjDQ{gRJ_on_Mg6*md{JC+H#Q@`0#
zz9~b<@z#Frlyd*;`jb+=U&g<U)Ngk)V~x-rIv){sLZ$px$o~g#-vJ+GnfxCDa#loa
zh^QE`fQZ?UK)|+?MFIh064Ar5q--FN#_lG96#*3$70X$W^DNjK7O>o@h**z9&!6Xc
zXFWtk<vhFC|1-~g=Pl2^?<S!BbDuNhyR-AOdFGj!XP)Qbc3nJO@aKWg0e)g%!RG`2
z8u;~JON({|UVN0acl3UOlX^5imB8~>M9ts2KF%ea%Z=_R{7(|{oEL%Dq5eAV+tAmU
zel_gUKA`Ul{7+X1ANsoanX334!PU-uns6SM{+CNVn}s~*EznP1K>whh?&iNaIUHtT
z`tnDj1{s<wADjUE<(mYr5;$iz@Bvly5Bec9)%;vTfAW0H|6b~|C-8>}=XSjT`?eQw
zRu^1uPsq;_;A~DaeG~dY`*|YpXKoPwYPVbjeBiT!t6seY_=+iluLA$rNGbQsHB$d$
zfVTl(0K0ky@M{U@`h1Obgv8tYd;$D)=y@H-zO?W${n*E(T%9j<z(-9MoW5>;ZUBBp
zFTr&_4vtAZUqc*B`>h;!-pf+|f#B0hIG6hl<hdvC*MTob9Bd!p+m06clc3LaJ{|@9
zc-Xy)UrczA{cy9vcgQ(;N2!n63D1Df6iffV0(|}ZLO%iZ`55@#kWX!I_oJnrFJRpq
z3;KS*7tWA=I{^5Jz`NfmI4wiwhi)4Utp78hx9!ZW$A~<4N1l`RXCC3)&&8dE|Nh`V
z9Q64X{c(h|oSzwy_Ff12S>QA2QQ@QV{5<eoJ`#GB|C|yjcg+By*ZE#dc+j|<LO9RI
zcfJ#Po$uFx&t$BF<*3iMgtPvPTKcmmbvU=T4)U-!=u3gy@lv``Rp{Y=HFlCO@R?=i
zGux84BH+)!A5nQr5zhTqiGJ&cau)y}_(RknI*(oipV62{%4dJ-Smtx}e}%pa>Qg~D
z_fO6y>7RqZzlm_J=f##jIUn>b&~MtGH-P_L17y4^!RHb1vHg+tz)$_Xl&kh+%Xr>T
z$^1Dh1izf{pmD#Ka305EYaG`S&h1(UJ8ggTLob?uL3|D|IK{!bO1pI4jVGM>*#7wA
z!0TWq?184d4!rNt(%wse_a^~nK5LH>T<80-z|R8i^fT}?FBSSU_<Rj~`BK5jeK0>`
z%7p(C=<Pnh)4<p4;V<_g;GMx=_3%_$Ah@30;J2O)KKBsLa`nts(m#r?1^)iRsG(H3
zT@OC1u-_2@pYb#Sng8?!e){u(r@j^b^mX&I9Jn0^`yBX_*Gjvz{%sY)f3#&kUj=;G
zlR~fS)ISODfwH{6J~sFcId{SS+!r5qC4uMq&tL5C&%+51;`4jZUw}A+()<&+9Zws3
ztjyCgOOKsIxPI4L&m`eopZ@T7wEyo6p??hY7bA|^0A`;V`W<qPd^>88D&RdP3I7!s
zuWrCAf#2CE{h;f@`Gg16b1C6GPy1N&^fB;x195eo7jFaaznk#?7s`zsC;c-AdZ{<?
zV+iMds6IgGN$r@Qm7rgQ{@e@re+XxJ{%myAAe-{#gWThV&nGK{PalDEjsSjTh2ST2
zk`JB$e)vqmwSPVXJ{|kHIxf4ABg6GvjsDd2<uKq==0*+ULxg=!E%4Vcua$l|@H>u^
za_Qze^V4^-@Sgzxoy6Gu90z<98=Ulm=H{G2IIjyU(LcMHPwA2*(D!;u==%U)O*r@4
z!>Qp083z0v;0v%{qx$n3@M*(*(f%nsLF%~#ajl)erxkcP8^H9l2k<)y=W?%XkaC9t
z|Eu!BK4~xDT}~AKhg>3jih-{He&H;^Nu8RXoycM7K^fC_e&g<h^LX_>KWgZ-|HlBo
zx|{IP`XqrTPZwP4v)J$_K938Zd4?Ok9|-!bAy=mXuRU4H{pum%qy2U>;X(833D7^f
zv(T&jd<Fc^>^RVm>fyq;@Sl|9uV;erApUbeKde;f)ecz;+>Y0cnIin(m@o82rgXZR
z4Y+NO<yHy(t38CCmT&WO1n{4>6<qt_0^lz}|7;8TdkJSbc?tfG%Ktl{{~YaA`QNQt
z=)1ojH5|SMpK{=1ZxDO|@Y#g3JnUroN6UdvMf^nTxowTm-#T}M;h_CLi*T;zlrh5%
zu5xm<!BLp!*JI%G0_@~MeD*o;z8LqZzz?ZKe<JR&H}E9kT<&dc{&Ft|{fW?5TL0%j
zzaDbC7x-)d{o$}5gd3eXN(lex9)f7O1AyCcp`!@r{+zbKU!Q8=7mSjAQ+@sb@SbVG
zN1;AH1MhL8;3^M8>V*GN<bfOx`ip=cG(zar-uMUbV#FWhQ+n@|I+p9%u#X^Qew&{t
z@Qu*tdBD#HzWsJWPio5i+zH&?ms|_H|5ZZ259oVMlXBkxpML?b2mU3-SIfPZa30^U
zt$mhNpq~ysrv39J@X}qSTpjmO^-^xt<$|kxP9{7^KQx2hw)b8GJ{kPAAASV>GW4g8
z@3`qw?v#tAT&?Fk!ns{ztaaxG&^O=bujhY&KhVdI=g$y6_x~6*J-G(`Sxq>P?_0<R
z*dO@az*qDVK6~WK2irCXpA`p++(tn^fN<usbDhxZy7M6LCit`cK>xAfgFigKc4`#<
zoAwv}dHC!Q!kNFVhfh=btA+ki&|eAq358N09mfxVPrFxeou?C;g#UZj34Sj4JOq3J
z_T%~k-w6DkP5$|tXcj(O|K!K#5FR8ySA^iVDjzE!W2+YFpVB9yrY5hUK0^uT{%J$}
zWFYX#z+c``+BF6EV#5c2cz!(s`UPm0%0t(g!vFdr;iGzEIN>ax_a~*je*mu&LI2Kv
zLa%Lq5_mVv$8MnCAu0TqogFoZj@KCAc0S1h;N{StyMoW{z+XWeO!>d9^p<_KYf8%f
z5_ZwH;By@C*=I<7b^$&U_>s`7dBFb&{OiurUg-^br<ri>pJA<nj0gP}pf6q}^xEE&
z(^4PXPIw&n`#pue6nu7U75e0PQG+O-{=j>jBlJ3shXHSaJunh{8i3n!dmivfhYO!W
zLH{D~>V)7&0N=Gu>SO!YPXj+4`?kA+{$GUmz`wn}b~^>_f<ID$4`%_dL4Hw0`2ar>
zxVCrDEa9^?_D8g=`+?`c?^Zea5qMYF8;XygEqtb2Bkj#Yx#t5PhW%eszvgEt@Ghqb
z{ZQcRf!lG>?}3*=pKG}zPnB}*^{bU|ma7GjD;>w%fUkxBJ`m+TWpMoA`SrgLyqFAf
z=6_j%$gPgoM8a9m90@(C^?U&MK-dpDk3Io@1?&yY%NlmN@HzKf=^q`hIfQe$eOE?J
zE!Uu~_k#X{jZ&Xpz~2LY;Gcz06Y$<=2>-bY1y}lOfmdHExa$8;2<LM17YP5?y9lH1
zX9}MmON71{{9h!T>2u$S8l>rW^1=6@e;j_0u6M;}2_Jjk{361c&udeq+&K6@U~v55
z`PFrf@L7lWo6g6531>cYVJ8g6cMb>rCzz+&&(ne5_^7l?$MG8QSvy<mLt<%uRuInP
ze)R1^Pk)-9|I$AgpR!VLmGj8ig1?4-bIJwY1^&2}dnfRJtQI~A@ZWJRw=44}pKvbs
z;0J_$3`i<~KRrqC<AL8rco3gwKz}vt6P1(g=L!F(p??knpEAO^pI6>0{X^5o{3JpD
z$s8$H`CJeBP1wg73;I=rn|-uzg}x{74-7s2@cimDU+Qx;@(+9Cvk}0*!1)Mm<5<GE
zo^2?Xy4U<P06+J+sQLT&PJ;gdeC9&GJu7g|j^{|Zwtnjmd{TqdU+2ZMz<=m3xcY0~
z63+Fxu2lN%*v?WwKQgp<9QS%y=vALL10MxF?DQw_E4LB)`%%xIf!q7Yhny$;*PR(P
zlw@|ApOb+vK|Fa6;Fkio_xn}>zXE=uuH&B)&h0w=Z_+NE?|UwgazBTkm<Rsl!0&%r
z>c124^MS91U8H*HR^S`|DD?Y-zWRJAcRKRN_Qp7#V{j08emzGx_w(tnTU0-P06qh(
z{l~2@5dOU_yDpD#=Ckx}sgK%4&7i;Q0qKWpF}`<zzIwLMk3*gQ54fEN*mj|m`_kpY
zht#t9xsGrycba9-_gX0PXc6Yo?w~Isoax)n_Lo}){Nk(q{dqa?)rgamxn+K~xk&2s
z32$)IkB)m0;mqI8!+8n#+Wm$973N!X|H;KdpT>Tuj_>b*Z!8yj)rT(uUv^g1a5x%#
zx?Upn*)}cp(f0NMzRB`~4kMiF`F1Bi|8syJ55HT-<?rD065@@Aq1;aljz2uVwp%3p
z?Q=$xf!~9D5S5cZ1AnQv)Q7su{Co?%N0Z<>-*>)L_<x7>dRx$s1OC(8s6mu|5%5!C
zZz%o{aQnQ{55VpCN#SKu?)~ull+Rq?2O;iSjry!4ob~yfZ>0VQ0e=<rTf;8W`THf|
ztT%ciUep)#rI$;&xBN-?#DM>k@E-WL_t)13r+w;aA`jPel23Oh!DISG2S>f+IfomZ
z=;6N?;nNccXE}KoexkPbTEe+qQ!u~w1^r6Uj~XuZ90Yv3KL{T?{&NWMF_3fRe;VQ3
z4`;k3_1_Woe-yYK&-okp*!j|BS4z3xz+YDWYk@Db=H1u8KZF0J<5h5#)MwZnsn0yr
z=l8&mMIK{+v^NFZUT6P6cpuPsf89s8>F4vJ1}?ydKLNiQ_J1kx;;W@T{Rc>W3W1LU
z{>o&*rvOhA&itFE$+&!g`mX~0i2oD%13<st;P}JytKT)kr^^!Iqy0IFa3i-?K4Ams
zCqQ3SgV#;Kudw{GBNhvvZm9n=pg#uqu-l}bD^dT83Fmfgu;OFS0k`w4a<3J7JKr(_
z{AKtNhoIa9;oPnRc93$1<jMzE0bc@pSjX#r;OEX4`WL}x4fwDBLhvZ?uRwprEWsOq
zZ@)z9Y1<)35zh4)bBxgM+DX1J3G}wz^#$-Bs${%$KKA*e@M%E(^HJ_$gmZt|d4RJC
z=lx2(*P;vP7l6-qJ*7T*z;6Sep3u*G0N((74*ZmzfNy=B)F*eW@M%W7@_<jcLh##B
za2esOf0kjNt~>ZlC!Fiwf1b3rpVkNXk(ggPUp@x^X-kFwEhu-NKM9{o#5t8u4RAZ&
zelKwQoXGI&g-<EspC5t$rGy9R?PVeOv*2Ur(~i4A`mNV}(H#EK{FXMtxgW}{IMN5e
zKb<N4Gt+#F?!LQG=<`k$JP&v?a68X=9`H|KKg<CA<G}BN|9&Fykv9o{+s>>eoaOlz
z=+A$nf6fH`;Q3L*;W+Sl5A=_pJ=`Gw0>0H!;nVU#)F7AV$_IxM&i!x${D=zBUjclQ
zrT>=$x8r6nDgVcW|6SnoBj_)}I<8}S;LTE>ML!6A3Fu1*=lb;gT<YHocnfg*yz2Gf
zbHzo%XBhhDLC}wRYJ}mi7x-)d{_ypJt6j9iEhzV6f4L)pA3I&>i^1nB;Af%V@_>)J
zRruVGyt_)^*AZ^?(nG>u=h17R|98IdS3CC5+l0?MHwmum+FandV+7ast^)quH^N`-
z(pQ1o`<~wuu492JnqNEIF6FkJ88v^azAXfPGV(U>#+PmYJ`npp`vX7l4&hUYJh5TG
zM*z3&rMZN2|EzdM>c3AH`NAsDFB<6YpFQss{`NWCIPewog<k7(EAVyD^Qv#31#X{*
z?L-31a<~z3SCzwqfZOMEW&xj$bynBMCxI`4J+LkMp%--^^I!Xn)bjw~gMp7-EV$C2
zMmYD+uv+OKo$r?#9AEbQx*2@z^ZV<8FGBv<5%^BQJyM^`tT^+rz*~?Pr~P&b@bfxL
zJr4(;H-Ha0NAPaIyWcDPFWy&h?a!-$-vd844f<~g?}LAPf9<qP_zXb)`S0;z1>xL3
z2jofrR0D4Wy?svSLBhKS+|TeN=sz7M^=t;8Z-AfqJHfTw!|s!EpDUAc>$E<E^Z1^N
zxWV4QZv=h+i=qbU2YeOiH~lPpw0}MW{aeoq{jQzm3wzx!{2zzj=nXz;;OU6eQ^#c$
z@KIR5`h&jP15$rGZh0{9pK7E&hk-syIJc`uj_@A|yczgl*w2oh1U?1*pz?6UgHrBg
zU4_5O|49Z1Q_rv2gmbxe9(cFqf?ou^r~F3%zs~Z@76C8VL+YQ0GTs5c=|;h|fBLQv
z{wpC5N?!;3XY7wez~>p@>lQ=}qVsnX;VhqaK4i~_g#X^q52~;31Afz|(mw}*f2W6q
z&))Y7|5tM5gCT@-|J;nYpYmw{{cigSpM3DS0QA>EuNDLE@rdww3vtn1fgb?;6U04K
zp4$j#JG1Nu={H?d781_w-TLFG;jjqxd>VYlKtD^Z=$)!Zh0n^bgpam2MmY2NJSCL7
zqdrpz=l0$<U--v>-)!jdhv(ND;B#ZK@afb^KHLO8Gar|7$KX4M{#nYcT`cqqy2=M}
z!ns`AUw#v~eSV?mUxfa-{|TQt;C~Eod*5dv@E(}IDpz*^x6je92i`j>_1AIl^_Y}v
zpVK*!aPH6NUW=NVOh<jr0N!wg;3uKI*MQFi%&$DqzXSZbxRk4MUh=q<dzoc7&IDe4
zh|r%6K92&QGf!|@KFm+v6T-)iKa3@u>wj{&^yjQxp|1vh8P-RY^9A7ZPslTxm9q?Z
z6me128@Vf`-1XKvRRg@s%~DU5|347U^|9l?D?tA~^vskT`S}+3$;b=Ra`T^*a&w!7
z|9sG=6+bU(5bfuife(04=#|fZ3FrFcVV~uX;IqRj;lBj!?FIZq!g>C_^u6%u2|Nw@
zpAqjZ1-=~k_NY$*@J+z&yr~IKNx2(N7yfy<@`WpaUvx&)0J;v|ML5_0r;~;o{8iAu
z0{STO61DyntA)R9C*MN2>LMvo{<{kF`FBWtcEN|+KP`MNfL_x6Jb`eo&zEbWhH}}~
z@`Y1D|1si?sz39d5&FlAr2eYMh7rzs!;X_L1ASSQ(5wHu26%0w;49G&pAgRDHD{C5
zU-@@?R?0o-ETP{C?K%|rmv2b@OTecL_~Ju^eh}zu2<LkC#6Hvkz|RFfu0_hd4ESo`
zQ{d;SzS;!*Rrp!*t(=?#pA-HAngkgNK9hkj!1<RL@XLVPdHcIPFYV2_ENUnl(5|Bh
z=lYKtCH$4orNBoZ4`(m%e+~Glu)Fer@Bae#Gu?BD`)ZB{ejMS<zqCa79|8O}!dXrp
zd?sp;3p&XMuY!KvtwOJIJK(RvXX}LEh2WC{Ztu@t3B3F`p;!6ryhiw3342@lp8$N-
z*+QQN|HlYt`N{uIaFzdmfWCC8pZ`986aKILS@3G`nE-qz*x_34%Y+BbyU#-Ku4{$=
zbLfB7+Xn;RfIL-g?`+^FrlmgDpgw;AelqNzqk+FlIFHL($ocqO`QX0>2a)I3?_QMp
zoZd(H_rqtSfahU9u^aFkfZq>2ul?{j@N==>r}9?%lJK8~{7fB}rNHg=;se6D{&UWg
zc{&W`cKW;US&#L!H}J{8)8|JGvMul{f!leKYk|Llc%!!KeZo1OIcA;o!`9%_^<}|(
z0`CHRZ^F5rz3z@0qzmM~gm9iOCGeZHf1U?!@6XQvKcOFXmy}x#{;PpU5f{>WehYle
zLqb0e^!vUde7;0{<{;qHfcNVx^g9B-0QhsIg6p}ww+ZKVEkb^51oWQ+Uwd)XAV;CS
zyZl4S{q|iMFD<tp@C$N<zw$W&`25j=p9KE51Ak|g;5z~TEAUV57rYPf4}l*9{igk#
zdR6K(WVOHC<%Dy)PVXf3jG_MTfIja6p&tqUWB)1iFW(R~$j_jkMz~ooP7(T2(BBRE
zg1*9kAn?C|K8iS-&iCKFCVb94T=-}|lq-(-l6;zzb20G6Lj+NI_&f03V7DlJuYXDX
z?eo+Vfsg7Z^~^!LT7cX4&&(s7+xzcE;XDNGdI0z{)q?9fz7hDfu%C|seeS<S4_^<v
zt2^*K!kPaCSYLD;%YfVW0xbo;5OS-2`kRFF_`ZR>{T|@|Gw46J;#6Z_mvZNB@Q>H;
z3D@s}h56M8di%WLDnn2HMNIfyl`G$R6ZFY#rGHKYv+drHa_#fuHNeNiJ{$o0`AR=d
z_-Ngp2fpl4!HYq^<W1rK%58#I1OFHBDOSAYfVYHx*nvV%W~ceN2>2Q3XO*|tfZO+#
zO@3SWq+ze_1wK~*fB9SKAC-sO2<P!Sb&TM>K>s}GS74o0KHI+&JT7AiXZf-7U9SZ`
zpg`KC^7*RavqR4D*q8i1M}9s8{ZW4qdY#vM{YUC~rDfk15zgh_KS1cU{*9nN5$o@f
z;D0&j?R$`(1a9XI&RHk?x5vEJb?tHB_WgUk-xc~-p@;WFxkG^4=fs<V+j96UaQi&M
zM&K)EN_&Tbf4}uo?s(X}GZcSM@KWS|s$F_3@FPzXKH9GLfZy0%@I7*c(NXUUpS=;+
z$^-v}!0r1VUI6~4wZFgD2g1j`f8b!?1=cz{i*T0DzJD8TN<0qbE(8ARWrC}oUkyI{
zTq5<?`LfLh;nQ}2(60iYeuT69tjZC3T^AC-@4m~==UVW2Wl7X<m<~RV0I#bP{{1@1
z2mb+|DEd?Fy1Wmi+*dHa4hElE;PySVPXV{jYmECy+BJ5il-tl%7@bQvw`=b+qXy7^
zcm(*n?+N`LDEBS!`EsJ*WZsycuRvb`dr$cs^|6%ua95$fsguw*8XRBt{JMy6uFqXv
zr9X9EzeV^?xqIX+g1@6*`3Uq)#|pjb+v7G0pXcuJkIOlPD~<Bt-!~gP^Su1i;8R^L
ze5&xJBmXP>CqsX#J}D(Ui2pRur@IKBzTk77q2D1V=M?FmX~1s>ZtoX71wQu<7e1As
zKkyT_dwb>d=~8Qu?&#+u3FrPSKwL$~rHOE!FTG*^><T^?1Gmq=F9n~A=SK~tw)b)1
zEwCR{|9ASIl)DlAlL!8T2<LLmMKpvp03QST{ClNcx;}me+`fON=u_cu$8#<O-n2>j
zQ|tK(;au)3Qv^RA<^B)!Rd-6ciVyxw_}l01j|2WC?7&OF=O*CM-wPkrw~^1KT-(1J
zLpYDi$(@B>=X(Np?;8cr1OGe0rx*0niNMzZU-+oB>sgHZ{$B|HWw4jDADV#Q1$*Nl
z@Ocz?=Mhrw{=j$mQux^Ctxg7h`Kdx50sZs9uS1^90l+r^&qExh8}NZ&p`K?)4Wjj|
z2Y&Eu;jeb=3gC9$>D$1EoiBX01^+$2mi}LrEB$jU`lp0&)+Y-reKLt~9+!ugNx3SA
z2Yn;BeJ-X6xPAY?jlhq8Q26YE`m6)~Nv+`8-p-qZf0MNjbrNv<9`&<;?*#kdQ1D+2
zJpW+fuX6P>@J-)KKj`>Q_*VKSx0m3DfzNEhgY@tVz@wiDz1F|$cS3LPyA=UnsPR?s
zp9|c+Z{$zF?Q_%r20nPMv?~vM_9lan=XKf3QXiGK;e>PjZ9k<MxPAZgYT&Od_m4}j
zAB4}<us2RXxuXd0fq#2{od9|}Pv%tMF~q@+!Iu^RxATkM0lwtF{(j!$N2!mUComNF
zP{bK@eq9K>2jXmppxplu&i&TsAmQJ)lYEf-lkgurR{G(2&`%(o={H_4^rv-}59WbB
z?<S#Fxq2J;>VpK|9sFPTS@?f|_*F0EPmV2*R|DeJsz0v;{w3BgrQb+6*Jtm0qK3ow
zxxy%~li(|#m2%Gq{{rCCkSBQw>R)Sc5P5!GPdL}-p7WvxRekb0@Z$HSANJPo<O=<;
zr=(o%{{q6fo}aE1J~|)cp#KQ`3&H0u;LD-Ml+WAX)3%?KTcPE4mU8#PKGy)?XAsWi
zcKJxk?SlTl6Z8$xOLv2QHzMHnUWho1_J29>`4!SGmH9`3N8gqD3<95bfM2#wa2>Dj
z3D@s})co3WD=GI##Pd~ts)65ze2<a%(iy<leCOx?9B?}ywYsbDKl~B@xGV>5@1yPZ
zJE8vw>zda82;ddSi_`W#4*Y^e!oL#r?6tM<vF|ZB7WlApqJ~oW&jxPaBYh{~JdQto
zC-irL|Lee?x8&hF@c9vXQsrUdHd3Fj(^Aj8Tw!z>;mrTT(}e$Q@Lvx4O;+6g8{n71
zuImr_1GW|Z7ak-0wcOJQXZ|nO%Xl3Q`s;unJx_3rPd*I%g~tTfy!X!A34dF!<^i|Q
zXO#iZ87TG9d2}`Kvi$_t{{J`d70|aTZ#!=<<=S@XUx2T_Pxz?ZehfVIfZ+R}y@&1~
zeAc2|oeNh1&)wHwpY_0xXc1iNAMGZ5>^R0O;I)uLT?g+5Zr|VX55jp|hSf+vt3LS{
z^lRT2d{@-J%Z^g6eGktN;A0y6^_&fS!%>2(etQA<)>w~JukJ_=3+o^I{_1Ijb3N@m
z=Xs!Cvsn0#Lp@&xe(Dv1?+kncaQhvZPCH4tw;@hT;Vko0Ksc8><}T@n*MTQMZ?9h;
z0>2F7uH#kIL-^Zql1qTUdZpA;`{D1vN8KT~>gUlrbA9NZ=>bvHM1Ca*=YH#XgP;B}
z;P!p~-vM6@{ibqz-7dn%K9~0*@T(Ay9fHz(>?-sF|0n&^47{9h?ze8!1wSuWK1hT9
zik?!>a?md)ocD3IUMKk0z@G!Xov$@vH!0VC|KcLTjXWPA<!+7j{btZ_JYV>$zw<rt
zBe9NXKTIM+h5K{cjlyRR>a&n=owI<<uQi}w1wE<!e+F*fKQO$f@VD<_xET0r8>HMu
z6!I+auJBJ)PP*<Pe0I4^+NFAU4B^}lpR@@dt@CuykAS{X`Md-8YgjL|ACBoI{HMVl
z*a`Jn1bjK{I_2{s;XIB9S>w0?^aJNhJyqXsv#0R?=_9G9;v;}Zt`&OqD{lb44(p5B
zQEvjb&u?zmTllZ<EPS;7CBS!iPs&w2Sq*$C_BB*rtstEHv-Sz0e;@tu3Fz12+^*Jt
z$GxQ7O2nfSUqm?bvER441@w0Q?aziDg?WC(=s+m*vCpkcA)NQkSAHYyRXIG1aF*w_
z69rfKdC2hbFvdUEfZo0@G-n^-^E&(sZP%fMtBiTMjRbvf*j;__;n~1zto_#C^^tac
zeW3KSj_>}!houEy4L&Cj&h6TW_<tVoD}dYg<h%<$cMT9eYNve<`XjM#eh>Iuysy+}
zO{>tq0sKkAx!ha6^4GI#p3vV`Ah@oleF<m!ui=ktzfA_c9cMlj_|+}K=LwX18ThOp
zC*!Dn{&(QtW8KmDvj2Wk?mdvhW5DN5!dZUo^FDtCz5TArR(*y3C-lGCZ^H=ZcG+=^
z6M$ccaVbT)*8snzi`0Jx@F##jh4`wDd%^y~e|2Y}?*sZ~;Pa7}J{I_ez-ugh{yy;T
z*!P(T`rZfdeCd@F#XF(hfe#~``)BD;>Hj&vPb8e%Yrh9^DsVgR;-BEN@fP7z1U_93
z6h8Jo>=D4zp9sCm$xOnzKJ~i^{^w4@=po?6YX$!&@SnlQ-cKn%NXoVE`@Imjoj?CH
z@a|Vh|7(3V0k8XB%GLE^Oh4go=e=AAyvH`eXFU4hDd2}E1Xn))18(1Qctd~TZ|C9X
z94!6w;q0hz&Xr%i2<P##-%mLL_&Us&Jy4${aQnRTlfZk<6aG^{|1IG>E+eAS58J@r
z=rKUb-3j|>hk*Wc;Qv@C?N#|NKLqUpejw-{2X4Qkappjwe}Ad)(fGq^;C8-r>7hcu
z+FHlY240;MKJ!uTi@@LcQre~K$oBcd=VSOIs!t9Do_n(JQN7dz+&<TN8}R54e)-uo
zBK%K=eWL62B;fXX@dn}C|Mt6+n?P^h<F|W(@VEW$!+_g)zw?3H^W`z%OJ+)Ybzb}j
zxP9+mmqAjleedfe;P(0Vi-8ZmUHEH1tRbA+yD3llO~?HM;46Czu5z_&q0rxQr{FhW
ze1{Ou^Wsv-r>=udz=ubr++xu8FB19{y9%BLeh%=<VGoP}{tR&YJ+GdFgX=SlaIVjD
zo1~sv?zO<}dxZW2e8etNpW{&OxFN#FK2LEC@D2Gw-y8J*CY<|o$tO{Ryo>p}bFuLG
zzsH6Cc+ih0-1Ps;QcqoXnhEbt@0;8ElBXGZeA)Bs1@Iq+_}gCiZ1<s3uKk|oLg3xL
zm2$Pcj{vvxCB6in^Nr9S4E}?M3I9oFNxSlZ&n2AOHSH9k{{!&Fpzr&g;40@IfZo0r
z_b1SQb5_)FcmaG04wG_iebNm4r<GElS)l(P@NQrD%N>5W)bqxz1lRr36A5Se$y+b@
zK=5e=UhuKt>Zd#i{HM85L#gfh7Px&M=H5pL|BdKR<x>W{bRVg|>b*+|XS<>dc7@8%
zGoarZ>$}d=?T(ao+2>#S861uA{2E0#x7Xf}evEMTzq-T!>VogQ0{SJe1GS#V9L42k
z{@g)0^MC6pX_vP5E#Q^N1JwPdeo?7^=}774({qLANWz(qeGlF}!0q=z))3DA%ctK<
zxx1li?}PsQVS;P?A#b?wU$?d3`JgWaZr`VL5%5j9Lf;4U?*RYHR)TAL`;QR*c|S?J
zs2k1CIN<jCyvqpZd35d_QA2lmuF(Gz^!9r_=ZqBkmmU%RYWLnrIQLru{V&{da@GUy
zyt~x%Pr^QD%qZd0>q(*f3FWo{x8Hrf0{Hv?l5&TD{yD<A+&Jts?dMMoJqq*u+CC=q
zw_0(48sPSR%_G3Ko-Fl047@%EZr{^YJX-kodSB|P>)lDfpPVD@y%l_}0B*-)pCUX+
z&bK*Q_}g*LJm9m2OFgw8;=t{5uS*GMxt;Qz(C>))JOuiM-%I_~zU?+f%FV$&W;*U^
z;EQh-KI*5h25#ql^)3-UOF^&e+8o6{kaF)qeI6h@s2_eLoa_J6w^D9T(C<E0_<sj|
zrSXu7z*k)_^t*umbl@#Z1lM_VGw>Yvt-5dW1>rnjX6+&MR6V@sIKfYbpFRQn^MO}C
z7d43L|5CzPZtZigi$LG~BB571|2ELu`S9NY?*@BD>t9kT{Ox;y?<bt=zw{r%U+t*(
zKyTmo)p>ky{~ts+*MHz=(hq9yO$UAu^tSfT$G{6=pY$=kk(1MVg4Ac>+rsBQ;6n&!
z{?{#*anb#VbAj7&_`e!H__F8Md!V<^fu1>0_~$_mRURG&ZpYO>B%J&0mcL0oFGU%<
zl?k5>drLiQfj0oR<A)akxAo6@;P!ctosS9Wf5N$c?D)^0fhUkZ)*tox5x9NszHhnk
zvCpk1f!p@Ug}@(0Ugdo7e}i!DAN$>?O~CKjOZrXqMx;W@weKsw1Nd_bq(3RVV}6EK
z3VjRow(^-qxQQQb5_<Lf<`B;HS<qX`Ek-@>1fK!$LshQ+3%qQ-&})3P>#<U<eQ(1d
zga_%R381&n<G%|0NVMw$)Teq<FrRsZ^Z4#oDD6@``2g@GbEAfX#;HC6KH+nz|5)&k
z9w&V4_XTDGf98IFzg?|3_VslAdJFixCxku${-wuv%ISlDdw*3C&h@w7*Si^b<vih|
zcK$Pj^LQnHh#EHPUwjDq7c4s`_Iu%f6!znEz54^<%;&q?r5|Yeo1fQ#+xO6Z4gA$g
zp}!?p=(m|H{O$Y9OMu(wjBWsKuj4Nf&h=?{O!%K9>~p%EApGt7PgW8hBv)@3obpDl
zjT#Qi(XP%X3ZKQ;chES@7~uB36Eg_s`pjvO`s|MS%m@7#%<GxJ*8(p-PR2|1`CcbU
zxud%YUJm*b2xtEGJ8@@%-oCGOIq*lYE-3#_CkOY#!3L-Nkjth1I!})xoaN0v?|dt8
z``-92aj9q5H=?HID$fH5XFm4+$avtR&KG*Mi%ut;^H(2+-?TOQ;ZpEF(pvX#2cL7B
zrQgax{}Jdv`lIlVV0^ckBK3T~NZPCA?n^k=)4spD2)Mm((g^&>8>L*e6aEN%G2#;U
zqdq?a|GY@(Z$o{Ktder={HT7_f=`B@qJGUu!0q=1?j)S$#D2%~ub{W@>-Y}%!0)9W
zR6mTYk#g;MmjwRNIsW!O3EYnV<kkwGYv9+bJfwizdEKiC=la|4UA_r=`}}5ALipSF
z!CnH~ez$Zv@I;f;U-jf)2@lc_Z-f4)SwgSz+k!eN*WN!(5+1~7A?UyTuk^FZ$veR9
z`zyW#Zr_92GF8f5i*rdT4>uCd{kHT>;Xe=Zw$C)dH^DA_F;_k)A)Mm_yIApoDTK59
zPk30`8v&nt31@pC=NrM*9(We?y<sP-{B*9Da_xNb{R|GKo?pX3f5jN7e`6>4@I>JE
zUn98MvFC>HSq%EV!-Re}#POCB&h4`IiT)1y4^N3of#{!iK|dMxjI=r@XaDKaF8iEd
z4ESQ`PnCgI;PyLfiwNiX*ymo?0ROyFN>n~YGlbrbyDlP}$9?_vQh%La%R&D@j_^@=
z`w{p(2ME4UTAg!WgYdWW^wt2sx{IGrXBr@`|NG}ixqD)~>VYo?u6EQzgmXP}pAh;I
zl=~{^$0B}y4DgRYZ@<smwMojg^~Q0)mu{4C*Livo;au*TQw8sVdaeTf#;2rRx;}Pm
z7XC}$6M9_-`vL#rFG4>Q^(+IvH`Z~-uOwW@4y5MSO2Rol{1VnR{p{%w`gg(q+^?lR
zTF(Poq@E8W-uM(4)d9EPS3L{(-aiPRJkYNJ{@mr#E{)@DJ5%^iLA!Lks)5_@g<Vc~
zP<w9$eanYZ?)E76enU^^dM+1Szxy`m^E*j>RKM+!l=|4`riTMxaYoc|*8XWFob}Z*
zD~_=U^!9$=)4=Wbl6FW*x%Rz_X99l&c{m!^T?>5q_EP^pp}mKug^w*K=K;6(Sw^-B
z{apAd+OFq;XPg^t6Z+ggOSx*#?0t&hcAV`v!g*f2^)KnSNGGZ2Y{E^yeJ^~}f4>xb
z?DI7r0I%FZ=s!n$`^`eRrGo4D))UU<Ho!hy0Q$>;-<A-0Q2T8e`0R4B@Yx3SJZ`q|
zxAU<t1Kt~cmdel5!0r1wegu9c`b|p7$(ebo)YHCiWIpiGdr3XDpWh^$_2JQw2OY1$
zrwO0!8-@Njw71gW_`~z-9>STA{r=8};Im*y;WHBJ+Fqv%y?t+618{ra<Z<9@J{3OI
zDEnvN1>L0wbiF7)L-_B5_Yu?{xQ=igQ&07CUI)E>K6H;Wh0iz8Gu`o}$-wP<Aszs3
z-@`EIEa6j#_@VlzDZ+#5bD6=(@3=T>N<6BQ6#QTa{Y!*%|M#3H^izdAXX`nF4@O)|
z<zyt`LFLwiem}%THD0s^_!!u48gJQT_|SRPyJcMT{;q*%OSyBdl@e91&H--6C0+-<
z^E%<9{I{Abe6~MI_*A1^#lXujzInjs6VCJ0zDMFJ&@Vhs`bX*i3A_jL;idGPoRj8B
zx%Pe6R{`JDSL&nn{4RvPaK6;%hXUceI9DoK3f#V5eJSBQj$<YWf7KiNo+J3BSYI@M
z>0IE6Z-u|g|I5IyyGi(HyFLXz3-X}!`=2ZIJQDuqUFgp!@VvBe(D=X!!0r6@TL|a+
zf4#Gmt9H~!z_&+!R37+uKTqhdvG!k125!HvcQ<hRT-#X-gwH4QWqh^VrwBLlFjeY*
zG|Jro+`ec2cjt@$ew*dL?@2hf>y-<oUH5>`-N0{tN^rHWJ^<bgdC|{;{^SdU&y;GR
zS9|Yr!nvM5{9Wp)_S-$c?Rx{B1fPGyztj1(5%|G~%jx=l=!H`5I>alK{siE)r$~Jc
z>?9Sv33waw9><~nYk}MEWq(UJ*S|O9ybbg{7D~DIo+tdZ+=~fk`tKf*_FfA56`(&9
z{iAxj^F=~G3-r1k4JMq&<u<IF>c^c1{2lav9{B$ixc#nc&Bel}68j5Ezk+bC=h%eQ
z^Ca+jm2l%%!cJ4a@>B3Bm>V^eI=*{eBK)uWpYTz=Q9(HKx9@G34SM^1keh*zu=c@s
zS|t46x<dN73iX@-{0HRCs-JQf@b54mRS)cbsnloTpQZlmI|-x7gmZhlV}GzG_$LYH
z{y*H(+e?7w?JxDwxbeG&Kfdhw^%dytcjb<~O!(V*s*4Hd^=sw8sE12V&N|TB?+NBz
zE`02Fb}9(x{-5)?@HrIiJsb2raDGAM>NVhh=^^b>dG2$C@E^EbaMeF!f!pUJ76M-h
zJ)D;-&3GEPtv|Q<gVb|Xo5+ur+uz{6E--(L0sX5l2>oqn*Lj5VczwD|>RFDjegxdk
z2kUmF&=+(SdX@9>gmb^y_fb><KebrORr=ZBW9QpH47_J&;lC5=v;9@V|8UHAUGIv4
zcUu%Slo7NmPB^#g=03tl<@sLFPw6Z5xf=9ufPMh(+1Bwrm<X7Uec$g~;P!fYJ@7?{
z%gsdn-vqwlQK^rPSMxQ(|FF9SSH1ce;oP62`b#~vAKn7JeU5Ld#loi!e(|;_w=eL+
zk^isuY6|%AbERCh>sArY<@W3%<<jzDe!c*G{4jri7G5jmcCqx&V&L{UyEh1D{x2+!
z8os)}y!{g4W4}AoAGm#=-a_E>j*$9HlxpUD3EVzkx#J(D+`<#2T`%Oy7YYgI@tpvB
zBM*Ge0sWQe|EGc941CyG!Y2p)^E~*hfS;@W+E2g-d?WPAKX#pz`^V1&SNU85+|KKJ
z6L=HsUX_QP{v>>+eBtMFEaBYG_Pew*L2v7;M+j$qUS|2re+Rv7_ilH+@IUjXsOcHa
z&pDiM?oaz3+FIcDJwi7ExATHt2i^_&%sL;x1O5s0Y6RnQ#0^reeIHjF;X!$fXMlb(
z`hO(&JVH44+hu!5e>MaEFX-Pyp0JMBz#FC9B|i(j#^Kut5AvrLf!@9^uGdY%$G*@1
zdf;}x(9^&xZxi`fyROGl;j<Qgfy&7=;9ITp%gIdOcD~uQ!0r1sHv+FjTr`IMIqYUB
zcUeU0GYa@r!nq$lwbtbYpkK3x(5pWDtD&cT%r~T-Y8QP1di#9(&bP>T_3bJ2ucF*T
z430lMzvdCn@;U1!DOckj``j8lUWJ4+{kw+?z3R`ifZO};_X3|XK<HIYHihutg%;u<
zImsuS%UyPk@KKu55c=~BPWyfRr606E?+>AWn{eizzrbJ5LvI&<XQk!u98EaW--Y=y
z1ATf4;XGfu-6G{q0KOdbGxqZH?{tUovERd*5B#;QgkJ5#e*k}DUes{b{_Jz7@Uh=t
z8wR`={0r^3hY9C;UjMl8(fR%Z=qF)aRy%F{T|#faV>N|v?uSPcQqMxP_jcf=-~0Rj
zYvA_z>qGAr{wF^z^*OeaFq%v_^SAFKN&~;=bSYQma0U2OpDui^L4BSE{?=(ypQm%>
zgKh5Nax;H=6VBx>m@NEfBQEzC@H5YknlEXbs`I@<|MN!SuXbG-@aX=+=OPrf9Qcu_
zzxLZ!%Y={p{@noJc7EC)fZO-Y-V6LL=r@h`J`eo;q|~PX{k+Y6QtklAiOSVkgtMG{
z{-Cs1?f*MKzwhsakJ5h#eA?MUuknO^?ho$gA%t^3+xdi3fDcBTN5|+i;P$<Cr#*oB
z!_L$=!#%*q#-*NWUk!Uu+O;Vm<JE+5Ii7H?&k~%|(Q>Z_Uc5lsl?VED!0mem`Yspy
z;Zyj7I)6tK&ir$)^7q>u;I<y<yh7-=wdP}ta2}U;zLxq7&6NtB3;MQCrCsV@KL*@B
zpY;{tZ0AJ3minmN?)VV!Z~S;3;o2wY0`n_IIJfJ4*n27u=K#0Qq4#@O>Yp4Z^&9{>
z96>nqc@6%!mURvA0cT2kOHlZW!0r3bPkBW6*zcz=Ae{Tnen0m<;L%Hk|4Q)xC-6tl
zlX`00<}>iO{fq983jfD17kaJ#VT5zLx;99E>N-0g_*hFGUIU+1wZi8-)aOgkS4<K<
zN#Heq7XHJY7JL@)SAoCLPjFoaHvzZz0n7e^ao;5LDi6~L=lZXP{Hr`)0{RxnxyC(~
zf!;m`ckW}tr<b*Vw1#l)D^%V5dOrlueO&n1@2!s|Jc!RppttW6eipd>uImQi_In)r
zJR#-U@2VUF+<woijc}GXdtd2A(A)Qg9<nmH{>O&kX~KD2?ES>=fZOk;?fIn8pSeWF
zSI2QU@Gs%dR$&kp5YF{4z<%Ogz;6M){jS!Nz;E1L_<s)iuB)Wnw)G;<1A!k1{0Z#)
z=)5=s_&S_JDFFT7fR9DoRsEptpA!D|y>MfI+xIt40&c(GbT#l7zmj^Y9{UGy`+WCy
ztEGSJ`}#%@&f{`wk@SPM>jdEWIESwM9{@gQUevTy_4WqBgXFpE)4}+Wgmby}`=JYg
zAJ-`L(RJ`;;I;h)zY6`l?=!-u+d#q320jgVFZi2kSKI*n_!&a4`Ty&He`M+N;%BAb
zj-M(0{1o^fLpay}7Rcvmz#j*`H}sF{v3J4elRrfb<=3F^{akSW)Ej(<9Q&QVGeYQJ
zCY<ZD9r7(zA8!A=)Zae8urJ|EZ{No_op4@fS6b`re9*TbpGWQR<=}7Uw|oTpdn`HG
z>jf#de1r6--sf{9aQl7FGlARtBexUI^ZoSWgwHeR&%XdKjz~Yx_?>+4B>1eoSjJt)
zWj%0veeC>Ksb?knQ|E6H@U|y~kJ@ji1Gn!j*>4TkbGw{P2T6TU&76LObN_$7pYWNE
z5B_B6cgV5hS5JU`mye{q8mIai_ytph&j9dA{Z0C3`@urrlq(-x2z*Ts!T$(<VI|>Q
zpRTKgkH%-d1^&VYp;tXHa;?yBdzR3v|8*ho)!+K*9|LZmtKIuW;q$_KLca&<KZ0<x
zPl33WuGdwB^SDpzFZ4RE=Yda`)1*E+E>8h3#lDi(ztc--@0~)wEy|4oZ@E$MJm3om
z=W<WpL&{b8Sq6Ih{>hEN?R#H~{*L;$2p`>toj^GE|9#&JuJybbxP4#5>%i^%0di`p
z8XDqL8=ITrsdQB`ol}!cr_!x;bpva1;_<N~%j2ab6_xRLPHiHYm|CAoCzA1WW4xxJ
zxhav#34r49+UEGwhUV(3hInndIhl%Awa&_^X>M$3NTd_B1BVn8<`d@tqIg|>Q+>QD
znXH-}Pc)^IvvcZ_RgH;wZEIuWZ2F4luQ*YreWX(pO#^FMT5{r(E7GNrp)K`^n#3vf
zsYJY{xha)Sw$`NOqvCkHzL~!b%0blp=9((1D6yL=;NbeHP0h&!{ZSZ+bGM}HYfOpt
zRSos0(qGhBRZX?=+JtcCzw_(siGIS+czkM8YrJOGtkMGdZf&Bjs<j~<ry^#=Tbdi{
zYi7rC;zyTG95K9<IJZ{EOX7`H^-c8E$)yph+tl>5WTL7zUR9H>Z%f2m+F}LynP@th
zGd<PZMD0bJClrpQze^)UHO;k&GHPGCviaD`(Z#XpTq%55T%Q`*O#Ry2FmhT|l1fM<
zV>HOl=LN0idll(qebdy~?D8`2hlA_tXH95rOeE`TN~ymZ60x$Hiu^czy);rlT~sq;
zRH7w4EzVu21yXIA($u=tgv2SO^-c7ZaWxeY{*F=<P(L?vrzT<(OWlw0`QUQuibOJ!
zUsYQ>vbnL5gu>7i#3xk5BZC2zHB{9k%xAF(b$?lTtg`a=@zKXl7+F~|aRNy$^{tdQ
zbYg4r*J7zHD4v=~Pofso3gdB!*{N7rMS4&wkuIr7Riq0W5~&pZD^^j(|E1B_#uv?)
z(Av=80SfYKTU$s(s?rG=1LE6iI<3+DR>4q*Xn0d?Su#Q6Vo`g>oLDA|NEo_AEylK*
z2BK_wnQtr#1}75@iK<jWcq%RG;1z{p5c-O(;Zo7GBJ-t@g)thYq2}L}vs)6e_J+s#
zTKPDVtd3ESDvY&dp&VyKUl=!}W9>2ak|$=iLk<ZTQqojj)igCxQePj7Ro7O=E6uFP
z_;h-<PiM`__G$fW@28U|c&iyHGPAlZkxbWDHzX>XJKpJDHiapkgW+AN;+|iUDrrh5
zrY5TzVznNrEYzu<p<zhWJampqu<7!7W_x5PGN_HEzp@!3J1fg5n?bg}Fne>qP+L7c
z^ebq7aVni`YN<}nfU4qosna>*v-X%3<fDbhv^LYiDD9kJcSAu%dUivi_PAs{sq0A5
zDg1jlFOg<mk%-b96Zvj;enot|id&oNn`&95hL1Yh7AclWP!$tZjlW7&0yu6)g$f3Z
zXsvHZ|Jt<*W!sUe=?rle1nH-aEC{-Smex0tRpVVjhcs5rI+iBf;KJdlQO&J1!86PU
zT~CTfC#uq|$wX>oL9C6erP1ZX$H(Ha38Q!gG=?1h4eMj#=+PB1(pJMql*X9CXHn7A
z_5xxV#z*~r!tn7WBY8Skq>IwDSS3ovmPx}S`D|3kA{eVkM+(*SsijpVohYHTCKij0
zjFgmD6vQhE<886n#LD<YQI?gHz=R~!6|o_s$wp~Tvc;r=SWs4#o;Ex=l?;)l^vDQn
z=u}Q^Rk{kstEpKe5+9YA*_wz~(`r^CoMB1~jU|)K$&#kJX0sj_P@Np=da_W7CG{O?
z*oySvwgi{Xi@2=Zk%IX6c+Io~S#k}DrdXp_vB?Z99!bV08&9LahWeo(KFRQr$~eqM
znL*-yj0|=y&~&n@K26pF6_}0;ikDZ%sXG$!CNk;>DQu~#PnL|623aM>Dh6@?#)cT1
zw0U+(#bElot-PW*URLQ^T=FfF5Yur^x8|2NPpz*pedAWFsFpji1mg=G!&NiAR*<0X
zBEyT?RWqYRz*yU;78+F3fkr2*0XLM4B<dM5!bw1DO*tv)=!$f)HWMS2(J*Z{%MA$;
z^-O-ef`qCj9Z8XmRm2diEUFn-kf2yG4OSva0>IW-Mqd&I)iP2<UIP)O6Y*)r()4z%
zkvi`ZIVjOotCcQr2Zt8ER65SunVpDshlx9n`oD}METmSx<(<{D=}*_Ohzx2<oDz40
zMhD0>ZaqRCD<%aJm$jYQ(6p6Nm6is6M~Aq8<(>3NB1w)&V^vGMDs2WkW~|ZQY~W;8
zj}R%!Vn}<3V-Qs@Onf47TRbd*ip2(#i$eAjsiq;UmuO^$s8D(ab_fevmVu|wA^gOk
zC@w0<k&7@j#Okn&r<AH5`f`ZQaB)^uj*dwUu4-vv*(8P37>yoHnH(dJKR!NaU?Gn<
zY$IbWlt4(Oi-TLKo#U7lj#3j9!#u-fF+ivth8|Pg!?Td)Lu{y-M64f5Xb8sgI1t)K
znu`^R$DWQ9n}(3_NK@b28g>W=`5Gznce93KoEZyJq_t!UW4g#HS3-7HVEuVXi_vl>
z)b0qGrN`0sE^ZbX(ft+aA$85kQ>v1+CFManikwA~r*gAIBomFzGz-a#qbN*M4Xp;$
zZ-r_0s!(zyUdiimoC_!^ZOo7Ts#SJZh2r|=lv&FP$-}MVxiTnTLeS{ObX`N$)Re>o
zsM5cYULV3rsks?yF=%-G3zm0&(V|x*BbB0BS5RoEWj3woRY`K$YiRb+@{%!ssDutp
zN1_@ZPn|+)lFgAA7mJYzQ3Zjz*Qsr!km^@WVK@r6dDVBYwNM7>jQH#$nnJu(N|=gG
z0yYt7WQHc1s>qUz*VmOCpGuOY6F1SUl9CD3JrVi~HUuq-4K0aeNu`QfELPNJLK1C|
zy>b%6vWnqb)KX`%kpV_Mmq;5kCsxMFP<k$lu5CxD@FLsTXy!1DUw+)^3!`4_buUt6
z*(I^Dtc?A-htxg=;V3fKd<vU>6r&^4g6v2VnGAUu7p@$`mH=y!rZulH9%t{YK5YVy
ziQ2fC{q=R!MTuE86laT9WiI=fO`!qT#hjFAWt?n68sYLv6M`f4LsnS>h2=_WsFNZ*
z56Ij!251eNQ8h7=Vw&Eh$~gR)GL|_B1F?#cf-bM9W-UYvi65&#yDO+2jrC0>)5+GP
zqRDvEaow`T(V4tP54*D`LUF4aQjW>d$>v65T9S<C$A?xn&qy?xxD!cJJ5u1Wm`bd%
zw*{skLJkU?^$Ife8xqES$9j>fs^Dcfvnz_@qc~X1vv9MFgF!UEc-pp67Y@;RmZ|I2
z3G?|+tek`0Fjk^$@zMYrg;+U>wSti>ie+ckK4KhTR~%V!8W%<6Qf*(<LaqLcsl`$f
z6G<Gx!f2*>iVdHDA`9YingFE!%u-qg-tM@2#*CF3X^{yoIjOA3ApX+?_RTtp@<e)K
z+SXC|GI9p?2S_5t)2b+7Zo<x^o0G=4@WorW`eerYEb4GS6A?E4Qn-r9+DgabvzMe0
z_0MykWydI3_zMZO-U+k~1{I=?dGZCulQ)Kl`0}o)7UVtu0!O5%nl_%AWSqjgj)Lo6
zGcrZ?569d6nw$isgTpnnr8PB8{2gMXs!M|cwpIwxy>OJ>LCfw>7txf|b=O!BL3)Df
z;aCXd*;B;^sZI#7GBV}SVbD?<YcMmA=g#H?OjvukixazsB2+<hC}IMZB?vSI&6vO$
zt;?2o=-XXc136iXtIsec`<!-YhQ>=c3|gNil}6h%8cT3?Y}7F`%?k|?4k|D$g}xYG
zN4m#ojEPMZw1;VSzr3+p>IoWP(s8r~tDVJGd(a#l8>+`e@5O0*EMCLTK?$$T;uer>
z@VI*B`0=C^$C4Ht)xrxl`wg^0Qw<ucW{`i+?uFODQ01w1MyOJ!Vg~t_0i$$`nm6NZ
z`c0xb^|PG7lQj_o$4;fdHv&Py=*{nZ>bcM@IttGi?@#18$m8VrS%}9OuAnfq2&8!;
zb!L4pL)^>_Jo?PVa0O!=kIb-S)=))?z1F}GRLT?fa>t~gki?X?eR=DfWtp}fM>aRK
zHa4-fQ(iA>$m`ICxyxBRT8haz9<2t1L#La%y_V>qk3)skc<ZV&T@STmiog@EGhQ~e
zy0kiCA^?aM1bb&ZL!5Y$#BzCIiqPJyvnq>Lj>I!!YaOea`sc3nC1#eCv3AoHi~db3
z5|<mR7U3O22A0`<cVk>)+{avxZm<((RM&vGv?G}Qa83b*b9nuvaz|CxG?28i-;I=v
zx|VodOMX1nQq$nXLRf{>wV2(4a_V847i3t_V#m6KdNQy^+%DhZ&t-C3x1h*;Ez(%V
zG>wXEXH0iCs6Rt(d3Wx3>{Qbp){gvtvFOXGKe@$d-R7_263a(eBXhJPcATDj#SPQ9
zx2ZtGFtVV8EIq2Qi7LfP=zqpB#QskSEhjX%9I`9nfAhdmw-m&A&7T!V`0V&p3%8O!
zI-1D%FC!7|`VbjnR?8BY>?0^}U)V$oC;TeE)fU*fx>!)uV0@e-<g`V=yF`?K<c(V!
zrS38)pbZmFkT|xfo`1zsHB~K%3f}mjC|itzZ~5^e<4MNKIY3kxFE`m070nH)SiSAF
z_$Nj_JBkylr_)A-kCEGGYpbKs*nJv!G&wc8`eM;=7EPK^+TK{^+z;6y(3Quhc-Xy!
z((#)MCWaVfj?n0~=T&N)%~eNsm57P06WfXDkn8B5<Qym_Bc~t|kn0tv?IzuzEGL_X
z1TPjZ8A}{89fFRklwYh+%(_E%2gQ;a60=C&D2t+H8s+;mkVb55sY)Vxn|0}Kr<d54
zpsDC_F-d(jx1=cM!gGrXPNj^#r)7Xb3L`k0Q!$c5I3$+d1w1Gs-GQ>Rg{+5r7WfHX
zYn}s;4U}_7fi4Mo@<KJ3rg2L;2?dZMZzV9WLWw67i^v)tpjnHkgNc8c`R9?$fOU|k
zddk@aAR%*21)1a4%w?}ZHfMQak_sg8?#L#kyNBg*ncMT`+ueqyC1DmfQta0N#mZgA
zhPZ63{1S0vEl#E+&%?kyGudaAnuOYN8iOH?7Si?@ylB=MCTP!_&SvMNOh;ZdWae0V
zhT7UW-9ja#3fEdnA_cOPP(YdUCw*%NWht=vQcpV#<+T~h2Gzsof%`oLRrGEoL2WvW
zus`U}<h%$|E+p-Mdp7Ag50{qmapqIk2B6_5C(s{mHhpZ&8{57P8z71!y3?$fW0l6T
zp^9+BJwp&U+ky>MF>Orfr6NsXYH6;!cKa+V?4puwOTC$4Mj6A_#HnRt*_p4xGh;ea
zy>*nCpWO>~O)|Z+SRsck)q445I~mdsStppMgMS?vw`_!Bwh`hD_0=`;npCSv)OIz@
zP?C5jFN_njIA=FPJ36Bz`<Zsv$XUh&b-tDnnNlymW3$1CHwRBDDKSA)xV683BXwP5
z5=urCQFeEPc73yr2z_V=cg#0z%L!B18**g>n>-yFQjY6bQ61AcR#1l%UfiG#IQlok
zX<Ndp@5ur&Q{2RD99>#kogZU|mNdfPB;~g^H&PmUjT#IRNw1npfpy=v)kMu0PcpU2
zD&rJopjiL#ID2rZrWR6-={hLDc)`Gefkh+`n-hm}r+?<8qt3BrD*G+6_Osm4=lP`Q
zI5mtc3+NLL`n%%GqiT<lQJ6FdHD8)Ef|J!<)4&~@qGg{82%m;wdeiH*7RJZ24z(;)
zu8_CGs|reZpmg2K>~^DvDe^}Kh-2@FDKMzbmr^U9%x`7eP^~Flj(V1|t4z?Nqt-fi
z0lSG}tq0kmWL0RQ8TF1c*(rWb<+0CaLR&7*#hY!UfR)#w3d<kbGRuw@bTVICbyJ(F
zX}dcxjl6bn;M&NRXiI~H>Nj7$ik%1(<tu8G%B~9SoKS5^I9z+%BNZgw9f*>f;cjR?
zg*WV)TR9skpv@Fhr~c-gO`0r5CLz99Z0Rd>Xol1trJbdk>(~t-6;cjERfO21Dm6h=
z4M<2io$_#VQE62{yemSu=EzEvlZxA7ebCb3#JtQInz<(t?t}URX4E5NsZ+A1ag3cn
z3X9JYIbk;4V5p3brFDYiFcN4D$mgKwm)RniNLm{z)1UqlqR80lWL=wOSvI31Rsbo}
ziH`U2Tg^aQ|4<Z*<{T|b0fOn#D6~qrHR_=3v#%;SgltH2)+`T_8ktmHP(EQQR_#d`
z^ljCYHb!Ek{$LT&_ibCk-6-;}UL27OT)wbHz8PCZoI&hZ6-WTjy28nXhM5Pi5Q%Z&
zjvbm<Spl<!n&TdKkXh=H8`?j@qDAiY7z(dRa)5W^%-<ipQc_iD=nIf>?q8<Ks|XWl
zH<s#&wW%%%(9{|`A7$o^sdN@w#moQ%UEJId?F4U@yO;wq7dZ_n(^E6{fHBMDGh^F@
zr)OlT70E2e%1A{}Y-p&l*;G+u;znZDF-JSF=l5OJaYw`aMrk&`Mps?Oaqy&!vYv4k
zkkF_?htfBkfT~o`?HZ47ss6W7ZQd<<cBt82%<wiz*qmK<*|{K-n%3^Hs2@A#za$ES
zpr4886&u5Es4DN^?UGDugx8cUT51Mu@lwMcJBdDR?l`sWKorD@l$cD~2(2Rst2QTT
zD6CvmcPd)R!K8K^f5=SLP%-j`0sJeWEiwWA2rY^nA<MET8r|+aArhzpoS2SN15X|?
zEm%&dJ8avP)iL=6JZs2%(fCoA>cd)YrR;e0@KEPik{VLVvc2jDoS>;l(_W=~Pn3*j
zs;e5HZe%ZvdaEO0RTBhq7jX^#(4JEzO_hqVIyr(?Wi2tJLMGtp%Mb9Joe`<ZFm5{#
z7z|J%Qh`k4k>r+V4mHI17@3K)o9`rG5hg*>VI;eUgn*O+t+>29L^e?^Wq?+3>Ny3+
zjWtoEDI&TxTuD_bs;%doW!^oDOWGafpkjtn6wF$^u#>vQ`>39@NF$w*{LxjZv>d#n
z)kU|`yhmO#JJiwdg+VFThA+NUP~h7v97%4aIcx8a^?LUSz2A<Q4M9YQP1U@oiy{T}
zDcS<9uQmIo#>{byq9Lw3gYcS}cE3b-s9KY5v({x+j-1{SkotmxGvvgzXR-uANT9s&
z4!ANw$2>ffN}W5eSspSub?$DSwlJP6tapwS7ze@89wv5S%*={WH0?51PWbVrBSTja
zlTAp&+e&-NaDQd+1NOa(_*m{N6<(U;o^T&K20=Eybchwoq9vV7Uz&X-bi|ik4L3tG
zi;nR2t>c3Dw(G12bI2-^>Ey~58TVmO?~-~qhB}?svQCF`+%C|Lk*c~zTjmPv-!Z17
z1fxBvW40hM#L7hpoH@Rg!RLxNu?qKusnZL;?&?=Wn?C8;j{F4n9IJMBc~?`&v;Rv3
zSyHtqgy5uVu|eS&WhPhK9+og$IwX3}TfG?>^bqh&O-KtAHrLF8rJH1CbX>_$m~_2A
zMa)w-%UAI%CHifT>4f?OZ@qa^y{T^s;z<2B8*s)WrRfJpLaXCe)mtO8zIpQGX=!Ps
z!Q!(S8KF$iln(GtDIyw}3??RviC$Ma0rB!yN{6M~8$RO_rtm$Px%$PSPFB77k{JTA
z=x8^HPDYhg&2DHmhYn=p*;8XnrBJVB#wgogJIE03aMlbpe4-qFVD;kI)pFP%_&60C
z3hZj>+G&!2Se+Hox9EsW%IqUh21C$+nv4O{Uh^w$RTH|vTiQQA=A5_pX_wG#3k`ml
zodtUp@Qx52p`BGqHz3g|6}oRgigzYUuyj&pnAsXJ5=q9N#3<|qi>gf4gr_Liyf@1W
z+>+mHc`x8NAgdZ*fQ~L>qOEu-+oSeOL@w;erBCb8u;)ukjfhOBS}_xzw!n-Hp-z~m
zJ7{ap8{c-jI#Nu5a5D!f+qPWJI2r4~n^}-~)G1S(ZGD`%Ogbho?*jy@Wm98M<zNcq
zQVMUCNDMT6H!{c<i+9yRq`<3VVB$G5!V}_mzv2X-*uK{D7}>8x;9Y#@CWhZ=we8Tp
z2ib^}e<tGQxoeGY<`~-+FUP%VBO9txDY{h6IO(Y(qfj!BMtP?aZFkl;*|V08-Tk7|
z@SLPiVL++|C17SOGe!;~nd`9I(ZRMFTO2;)-?*1sVuv{ix{}8&6(ViOx3r0OMa~Eb
ziKrvraUWNHJ*%t=e}Oq#jQb9PlSheEx*rZ<=1g)Ihb?pI1AWl&g;Hu`AN%$8v&ZK3
zIa;K@HtSHIT?Vg&5+`;xnLX7Ev_Q;GW{YE(`q$i!D=9Zx5iDuJeUcH~jL>d7DTwyA
z(tgeOrh3hRHDod5`b7L0+o+_QvK=-7HQr%9cP|5S^k2KGlDse4C!t~G1aAsQx06?k
z#BU1Wn!In`Riqim%Q(zkHEjbTE)+%M^modprdIQYr1@qc8;SZYH5_rE%3Rq)_u0_5
zG}qnE_3*F20aKHDh?*yAAy{;1QUutYe!V68uUp_hQq)e)GN1vfOYE7Y^6kwG=#YKv
zI&>Ues%<FCI998I=goM5+;|7B{kdpPRhphm4Z#&LvCOsNH?!#|!7!ezpE`}MgJeDC
zJ6vPztgM5au@aF1OV}@3i_Dm+0W(-4kg=R}b1PlVlFZC^@=TJD@Ci>uo+ET#U*`zr
zjHhi@WbJi)g;U4Hs0ep03<yk8uXbcFCfr;k2BComI&wj-5+8-9UZ*Rn%z{qog>3yK
z)A72h`i6{Vnkr*^fNvGxE76Q?NCo*95+`)6^JsH=h;F~&v>lxMbuwl->hEUEI&oQ#
zooe}Qj!6Exp`A#?n_&a@#i>qE9wzsZ=bEcjb8E6DA@f^$Q#;X0oNHH^wm1v<Z`4+{
z#!RAm;5kLIsLLoIORb|U3r=G!DQ}ETG?BuLyK=}im1xyO@f*CVj?c)^Rb({LBJM;Z
z1DxiZX4s*h_#jk(yNlU}{sJwp<t#I9em{w+KVu<VHmKjVH#wQ6^g*5+hTlxLMj~|j
ziH@XD2Iy3ZRy*!_*feu-XGd1TJDzBnGbg=KBTveQC;t+f+ZM+VEg4fW^lqgLtxw^m
zVzD(v-8sQ2XhEamJh^5aSoCQ9W&??<$U)DHeSe#U$H{Q=0csPD0UWgbC?|7?d8Qp=
ziuLNj`qcPDV>Mmk?DdHKHfE@wq7v#V$zXjQ*6$hSH0?6*l9kn*mJ5c0Gt=0dWE(Ox
zGfi$9;&cI%!f)~=HhViU(-!3c^<S~Vw~!ktbi!Ym-`WyoKqmrfW?=9g*6u3o5f;aZ
zG^4F!*pYi~NCEyv>ewTYa`<^D4nLc_B!|W)vP5NyE$L}pVS>VCfz1zyn9+smRg?;E
zu3(Br>3X~2BTC|tfrCU_bld`R6f#w{gYGXa53KgZ*Db_mHubYkw2&FX-NExgCm5NS
z*cQkLsc4>Hh%L*d^UfH5oT(KkPgBCWxF?T@>}0`gOO3~biE+vyHH_T&4jw!hOV+8A
zBFO3WuI%x$+WyrVWMsCJB`x<6P@^&e;p!;*<L6ld;aM)MG5j;GKnWC1M{&wlpC@*#
zQSJb3k!355CWyP0=82%#9$(4{Wg4Xry3-s9ym6(2!s=O`?X@h@(M$MwO8WHHP+Hw<
zN4B(>%ucxTq6XdOnmkO74|O2H(p&}L>GzD9X5KrMrT=M;I{i;;%4Qse>p;0=Jh2iG
z-C?f0@}7$G+ANWRs+1>?i_8`Gvc(d*3yW1rfb#HZzf9p%fi0?`+x?S{@!@mt?523u
zBK^9?cil0wGd}~>ljoWfcJ|1Ea^yp7<p|#+IkB#e{!1a;WZJotD8#GFl1t~4x`LY4
zB&8wo+YGHRxy<MOXbS~Dbn_e6?gk}f@Y5%C(sPD~)SSL6c0xMzCK+|Ow?My8$~a#L
zrN=kSElXv5H=;SLA3h3xN5mJp8blFKW1{&2!CCTkL@fM0=B{X&N|}<@3AFRi!Ns@I
z5Et^Ms6rW;DO=K2D$8&{%;agehcahMEby>Qh#b;noJcD(OLKTp()56mtmBoqg25}m
z?i8ewNJgcoY_}FUk=|fS-dC4^=%_y*MB}6#R4xH=6F%<ckDFxaC>r%l)5d>8jwAct
zDHw^-!$8?aAj655Uh*s-x@-ro_SuqPyeqdiq`>h6)^il&;-?}qLRo6=g=~t$+@nj7
zX|D1axb{Qwe5!{`O%BED0Ut-p1~p5xo=Q}hADbz*W<-s%Bpk@)^JKbbABbRGq6*Tt
z6z12vZ;W6e3^4z6+(a3BlL}aKdT+NR!_@wM)+{<pQ+e1SgW5=-+p*bi$Kr0G3Is+&
zLwpDCHU6xyDMm`(uPmLe;~_ojRwHvx>)LJB%#5o50w$<uYB?Qhc4a6I<cQ1WwZyv@
z=`287uzO-UfW3cnF3mgNu;N+E6i*`#>ycWaZonSX1aiV?yS;^CaeTFXom{w+VN(Tl
z14%rN9<`swNS;Q=oHd;k-a}7RP>9fH6<RB1NFwCU0ukHrWhy}XYAUVN(4J!?j-;5}
zI6hz3uC^Vi)_B~65anD_k^I}lYxF@2b28DrcC0;($Uy`;BqCSV4CezbG^xz7fzX?a
z`3OL@Tvp82K2Qu<S2Wj04QZP;opc)u5p_;S&K!8wFJF8_HJm$donWXLX?p#P9*6TU
z5_QdVpT8dxC6eI;JK11fokcaaZ7^;KTW++$OBb^7@Y%UwqJg3FvuiZH?+?=JDOz_y
z+(x_6VNYr(N(on3;%vx$6O_?Mn?n3ZUO<oh!c-So#<u+U5vHnl^`b}i<iQ@9#S|z0
zjRek<WXi#4wShCc*|j9yH*d0T-1%7f{RwA9Q5u%@4!DMP;y=w!-f{IiB1Y|c-w{%A
za${(rn|)c_Lh785NIPHY5M+3E#F7b>VU5#N&}%S;JHL)FktTE_oh_))&4VmA!lYvQ
z^c>eCa2Lgs;q6(gBKhP*Yk-A&n9p!zzLIEkXGV}PpPY<fg}C`qLC?WqWBY`wE&r-T
z-4&v^Bz705xadopwGrbSpAx?+(}pD(x4j0Ha29{FLqol5M$*;lA*LLEgH1SBBWftl
zT?SmoO=nfdCNb|-JMjT?azzaXzt7rE)m#;A{Abtv2sHGd^!<tNnP*2M)URgE;ec}Z
zdlRAARqbvE*{4U%JV4?F^aV+VqkBDfgZSWVSA$T;WXs$S7rX$^i6Z4?^nccQWR#i}
zXG@}umXXW(OzdP!fKgs|Ac<p($IS9U6wd6}_0AS!YMZqK%f(1Jtd)MVRn3#x!>gJ*
ze$GIdhGEO!tFR&w6Y3k&%-2uRaVO(+Wy=LHDLYQ~fRiPXx!{?YS^NCtidw3*FJ|KU
zX94T5KVwU$me(6_G|y&gIT|kCt5RlqxOIU#^0Yp{LndKuzt!#e7Pcx?_r_~8Me^O3
z7H9`5WYKcF$4wV-x<~vvy0QRQ4$<>3q@x25%CKAwB@Ig_Hkv6$LwEJjf9d|Rpi>)$
zLu?Qc1cctbO^`hV)xX}Y&R^pAu;f|0p>i!txGyKYl&OIz;Og-!H*c@Y#G-?4{O8pz
z(|}S3$~!xqa6-%|65bZ2@sY-ChU+1^r{kx52Bn)NPpKl^kPdx1k<_I*GA^FIT;$<g
zO5muVUpJMD6<wRzn+UtCird=WIJ+}C)0y)4=O&0$CIKX|vWJ?oE1SJ<&$>zT!O<!i
z&#Xmeq=k5{|IT6w(3M4nTYQfM=WmSQv#oTGE%%wF>Lj}{_#WnfFp}FmufC?mkJoKq
z!g7|u39-0*yD^1iA(=2rfD?qRu>x7XkmbV`eVKD>QiLy<WEEByuDvkJXd|AY6J9sO
z7x5Yx;WP?zSIWyBLgzI%@mEZjA_!Ek57Dx+^L1cYtGVYS=h>Um9C+z32d((}FVAM1
z-!dV+AxAr?s+sS4WvV@LUVQy)qDENa!(BL|4QvaDLhO2(izj_IL)<cVpG9(5G`;N)
zIwHY26B+)2|0+>hr`@|7O@yrjS2miID|+j$F~hTokyaoD<Xq9nm8?h&!F|-Mqf<U%
zF=OuQdE7{5_42O}^<$+)6?1R3;U28u=c0mY#pd2GaC;nsh%*snOt(}#<lCH<;@)KC
zc|h8<LUaFJZ4;os;l_YpP<AiOAI&=tO$s4zz+_O-U5vpw<XOWJ(&J%K6lzb?DUD^u
z^ugLv;ki%~7gnhCVJT<Bnk~MJ%lXJ`3VnDXf*Y?$h2X}kExt%3(=7`cKG%B>UKu%<
zMbhVa*@EH(yuZRhuI%gHFT1MGx<AQ30h|Z}X@74n0Y$x1CX2vpz($Jd>9MmWdPgr^
zPme=ZHnSl<)VNfhNA!GGzgC%HPy^o;W$(gCD;#;F<e$=sLM#H7gOsVW*{Wo3Q)Q;Z
zU!Xt`9)0FFANWaJQVJQtA>!?1<C@9Xk?WJ_=#Y3i9j=Vynq;`r&@cXl%`}&)#x)AJ
z`uxtRr-%IUUq6}MpJon*>I!-cnV-XQ!q>VU>AdjWO~<S`%wsvS>|$B*gR(H|z;jWy
zsaS?Qv^)7W+XFEUz4bOK-+PyRrVicQw^8ZobvpIS11b|Ol6e*Xpcx6dse}9zdiR~e
z`2J@&Y2TGv=Q^v#O=Ux*D6V@(?o-eFb^m2C1$>szzl;Rj>7(<^s}6>kJ$O1}WAwV$
zZm|**MJ(LOAFz&D!Xb-9u`G|?r6N*fo=_W}OjgY{iibnep%;f|6eP=3dnq~GpT6^A
z)a%)gMj9jCyNyjR-H>W;|A3_X@Ccu%v<y*9C(kV-(t5kiRNu|X=OwGdjgG{A;Z@?!
z$)d1h{8@&bgo--JjE2uiu;s<GSir@~t^t3w@e6-qJX10Qu5Y4x3`X$1*?BjY)nSk+
zV9;#pg-%9<8UpQx!ZYve{f%N4a{s+^Cdjho+>um`O_Ss|s!0JSj`Kwo6ZmRxXB>>S
zsz}od=%I-L-mHL$WRy6W0habNTFB>ydhL1W)POWHdsWYpdQ6JNNj=W8=F5x;_eL_a
z7QIcO{b=`;kXef=QiJ6Y>wu6ZSvPpGON|uI?tYfsdPyuG6UlcL!RPN<>&6z&V{0w(
z3K*HY9XN8}OM`Zf;Ye)5H95mAuz-5gjMpWUKHa=MJf-&TqmvfNrX@XwrGC3(`-MvF
z-R28#C>AJdqfZ-3Q~MX@URc+ZWtizcv3GR~uPV6z5@-MPvKj08De6VP8H{L{nAl>3
zWEx~*L<IY~j-8-3i6^MdCMC}<uRux*GIFPs4K;&pXA+r?<QLg*k7V)KX`2xfy^zkb
z(IemFhh`qmH$4y-XmsvQ@gF~6xwB(IflVYC(bQ;aoZlz)jcSGo=Om~=zp4Qe>a3v8
zx2zDFs_q85=LzEs55!~3c=dEZ1XIU0uwQt$Hs*iVOvF%*?2zSV-i<O>Z~E*w&4aOR
zLvJZmN0SQOo;6DnN2&M7F6N8VDaV+zjLFf^TZAQ>*u3b->BQ{cnQ=5Xlj23kvA!1_
z&0p-Y^LQBAU;M5yDW(peLi6RDSXN1fjQJvcVNPji09bOxWPvSYS9l0rf6?5~#`k)<
zz6z2JWpoE&s|Dk0&Wy+>K_NYn{E|uz*d%c=ROR@Q4b4r7$|?%Xh?3dNRi@Y%|1npZ
zQV>Wl(Xze9{22K+UfFW>obe|0-aOL?(I8aoTCSM~8p<1nBY2O(iX>G_6FL-E2+mwa
zYKeU(PEdE^YO&3CuSp4JC_B$$88G*)Cks7YLA`_LE;??TlG64Vr!=Pmy$$Jb+vc=F
z8$5xtgf__cpfnt65U%BLUkeF8j4jzWJdj>nlWq?4NH?i4HvnER$oo9{h(uj;G7;?K
zdpg-N8N(*48bq7_O|@oZI{Lj_`i!(dU~HO<A773~#)9FjW6pVFCj^vnm2)wvhk8mx
zr+bH81>(#l|IkvMOcFZk>sKsL|DlJ`Tw}oDE|b@L>XQV`4%`LH7|Apgh)2+U#&w9u
z20O@XqtNn^T}*$Oi`>Cjd5BSvF%X*Tp;ooA!TlB|hXZ(3bhI@rZ+WwzWFp-dT3g=~
zZ%rj!<rxqplqJDrQU;GrmN1M_*jSEas`AE^dsUv^GH6fbAyui-bXhCHz#?y+SXCt7
zOy|HEth-Ux!E7$UYaMscU8|-wu*nHVJ3X1Dx9O1-i4D*-h*oGoMcJ#FB8B83w>G5t
zReO#+`WAAkG}qa>(JWhk^MG$ws(^RR^k0$aT&dyPTcu9SwiblP34GZHo@)WO;4qGL
z6}G!+9ipOnBCzcnyqxQ)RKA|vgv-q)Z(|MVgun!@id2v*lGW_=nbU!%RLwR9>mL#^
zV|mutPcM?z_ghNGQy_jUt<tcO9j&TEP#~`b1YeO#{xij|%$w?2?#E?)=o-RYyFn&C
zqmP@Ha2<S>JKv$A>$XIf%IWn*nSB1)BZ3#ccA4EYC%>2`lekFK4Sv&2o12mNpz6<x
z*%)PlFX_^4^Ym+5vz)ROW8$!M!5iJ9Lc*aZ(te{DquDjBVZ$2+GYf#dcK~187LC%z
z0`{sb`@+9o*H+^|SqE(iGahQAnUiZ&YDU<E^pCT<N$D!oO>*$b<FXWTN-)1!k?|(0
ztJut?4bX>t$8b?)^Nd83>uzsZVzh_9x!Bm;>d4Qs*}2gon?dBxVi=I6j|@kzfH`+4
zv%sXh*Ayel;V~L1Bd0zUZ)$C5pxdG8ozg_Igq}KyRa1(LGq>F;MItnRCnRR2*`kvL
zD$D6?%QEr@Mcj>g2RD`i4hDGJqY`Cg(LCR(udq;R51ck@@;L99dzxxl)?|A*{kj=<
zs1IsEc4a$jl3k&UTnRcYVCHkX7T_;CFEHF>3F7)F=g}c|NWD=;nnxyqS|R}%(@ftK
zis@}sgXob~|I=(TI(4Kx60>R&E$O%ukhJ=PiegpC3QiLF&0E^#6nJsOE)uj|+K%Dk
zi@pbCn+1!DtBO%C6W8(V(ua$YnpeIQ0o&{#t~AUUCQU{UhpPaJRbg=GrHBUVBZ_&M
zt7E6j1+ndJ0n=SNtSah~i3EIn=P6>6WT@j{Q{G*$e&JhuVUv|J-XI3_XtHxOaj>(;
zrLQfq$nahx1&`HpHvpRq;RkNWh1xt%Up5zALG)kT4vk9-k)ydX_aZVvaE^Pd+RSLU
z&>(O7c>&)1gg{9T>1~g!7n(U}_WE5}r*>r~nY#KSvti=zWe9ih=w(_H>;k)|s_8E}
z`A?z_t2om&XT43CNjMLkwXPoBX6MAVC-XW=Zf^xnbk$)YM!qU|H)=<{8`v>{+*#7y
z>u{g~BJJIVLq*sYTRS0oBLTV?8o9I{G0^v@+Eats#KdnHN)(2#-6s=;uMMH?+0E5U
z5&PC~(Xy^fwS_a(o!8!7L+KZvQ>A+puCS0e`k!bG3o4rvF4X0;eaw2s?O4vm<vm^X
zHyk^uBiDo(r^h+qM0`4Mn8}#R9?wj75WR<z!*{{i3i3IR3}o}yG_%9<*T%tNb34Mm
zYD;EFsN>~Za_Q0yk}H$)=G9BQ!;ocvA>du?j${I8=7$jwcSDv2*T}XB0d4u4+r*~K
zcztnpe<*rJHv_Q5w6kU#$B9f;<2af}TQznU&`O_BhmN(H0p94hwV~~o{tn;4$l3g4
zjB~t1aw(jp*SXW5&Uw>TVNH5GKURmP=oAUmovN9AYR%P8MJ-jy6osG7yDA>H&}`Ir
zgfMVr4KC1~vSQmBZA7Ypq`;o!WQS7@&X&${W6bkB%d(P$&lAs$Uwqw?Ns5MU^V+af
zad?a7Lq}f&bQM%^XTY}CxskoHmT%yX2s)>#w;*O`><B(3g>$b%Xba|)s$?zQRfB4K
zCwR7tuV{&M^OmH$0^Wnk*Pv}mCq~A8TK1lB1vJyn@^_2pkl7Y=j6ay^t{CL|cl7ux
zHDrtIU-w(Qx<aXV-otgfz+=AA9Afu}G<v(fsT_z4>*f%nn6kMw>St2@<o#EkrXnXI
z{;m_&ZY|(&^V%p^i~s8HUHi=jd$rUP3aGeV&;hB>6kS!5Vf{w9ZB(-1zB!&49eCXG
zJ=cmf8Aek3Uq?X999At^5E`}iEDhA*>U4)@T9WVLxq%61eW6{wuYbw1V4l4S>v0T~
zm5b&xbLcrAniw2I*^+lW9OWn{lG%keF`N44CN*e13!xP~liF$jWrV>!9vxd@Y=lww
zX=;;eB$?o<=^uAg_33E3&z>)O_r@>%qd`lc8wRJ<v;&!t9wBD!!xo1zJ_sLAkLA^;
z>uF>9RIxBL$1W0-V__=pwS*|=6v-}XXmw<hl&>?<@HXG}kcyf6PHBUMr#A&WacIB3
zITe)N8{;!88B2_}T0^T+BR%yZVas&xt>sr<U-H_`$Z_!>@5{CwO2ya-{Q0!iFB8GL
z<nr;4;OlQ_a7p?)m=0Cq-;tte+EP`YBu6UnHVvLJln=(&`;lel&)#*+>MXj3O-nZJ
z=yLiL3rjn<)B2{0XH9d$&z{{S$J=w0C^lcnF?$0xal_}UdtR6NEa>W}c0vf;AG(Iv
z^Ep2?qrRo0rK*O++e{8afV!AXmr3r0#T?|{!t&(`DQD`qx<N)jmO?kLOQnQO3l<3~
zxFboa#dLg$P9rzsEf~A8wklLr>Ke=;CJ0NF*)R4-H3W1Y;@J|V$FG6b&=Hxm?CO=s
z(Tw1Gz?|qwdks@}(9lWW>V$Cfbp$tI9?mKvN7GHiFe=ntVd&&*b4!XNwY<9%Z%Cw4
z=3naVS)r9|&ZXa<mA7Ovu7>o^t6x<>bQ-u#vyC%~%lIRnvOG#Hf?l9kmL#G<Hn(T(
zw8hT}J3EFpt`TB!BMYv5YhSifspO8VXM7mdBWeESEWAVfR<?6-Se7pY@8fv7m1CMP
zJJ7Er6>e^x@5Cq1eA>sF*_w#Aq?0f+tyCVO30$bmmME>^4GEH3Bdbm>P=0CiRLTU^
z7o~~AAb#A*gk+2tsz$myexBulmL~5VS8NY-a1b^x^L4W>FgG!ppbN}>`}x7`!K!I4
z)*)rYSAeocGD#L3cA?gpZ5kd1dQdvfYpWZb5KR(c6~n2=<%v2<6>h505RP=uZ>946
z_tw~s5b`0yrBwyc8(+!r=8Z{V?GaLpND~z^t-SWi3t#N5<P@(a?3fvy?I@Zw)*}Km
z*0r7mo`*SbV=vRgY{%v>@m-%oG?@0($rRi&e~6AQ%UhKaLGW79{3zHsTtgGy?L5JM
z@iANW=mL&udTS#|trEI4Zh~hCjucXch8%vIP}K;7%kgA9rnl~0xE`2E?T<w2o7y-z
zmu1xiu-)utcTDAeAvkCzWa_B`Sv&>`GHZ)#s>lwkPwN42*~6xe%h(F{F9{r}G~plF
z?RKu6(-3ewHkE5lXBoYeCkE75Hcs8Rc5B9gDKdXuLr<I!YE+ONn~GJNP<JF=ZF?Ra
zo);W>@gB~mQ}hgNK^)MD0mxlNW)z_}vPQ_MaXxb(W74~+PU<a@a&O1i-SS14(+V~8
zn$B`ctR02IPE3=T>c)wnX+uUQT_Q89s=B@{Lc<xa;pfWZ>Des_iWby0$1>mL+F}FE
z{bI(hqq<7`NT-++-h(%!Fj6!<WCi8RFOB^y$-<aL%D^2JWPOfzX)EKg$RJIuGEIyj
z3_*h(WOZ6$10H7%MVU~FXV;o{uOyu63q4eb(E7p*o}<Mfv!|T_G%G@u)5pc$DE{Uz
zd;cHquk%jpkX=kCj27`Er%OC)Ge;`hjo8`mhcFQoXJ^Z^d%Ss<v-^WQY~N<vI@WhS
ztgT~B^-YmY&yVTGNO@c5m{Kit%rIRSkYJz-h!c46q}xuU%!B}|yCb?TThC_AwK7`L
z{}}IBScZ;g&Z*+Ge@JPXbjcj0zDmkCSJl4?J0?p-iju}yO=KF8n?DIUw3cp}B}7Xo
z)zZoT3Q{^A8zj`#b+wgehlzzN(C)N{Gic+D7P|^^RAw2Uq=YjIXzgyKhuMvB6mC-p
z?*Q%Fk!j8~-qJ46eODt8kwIk9wbJ!g2n3shH=ard?s11%RPHXfCwq+I6EtuVdGj!~
z_6))oBaLr_e^+|aT5@z(t0G-PZKH*U?|am19Ig2fp$za@cx{d!D{$>z@hpe@zv`~E
zxs4;q&M%q}Ad;d!$`Uj~*_Ifj#_RorfIv`$4H6gtl;rvK`|_&Fy1E-Yc4K!PyE7&U
zbXVo^^5umer~h8Bts@-~TrS{;br4c}vA$@=AUqe>T^DOU58FLLsfFH|KN3z62Wlw^
zqSgEQ(;hJ)3XfQT>s%WhArdQKZM<zv=YQ$S-NRXBxqG|X+=M_5wTqwgje3t=Hb?W(
zS&tg9l#R`Nh5ZEA%N3@xfM5oI(EmoiQTB2SjJ}D_C6N<<M<v)yU9ER)<TJsCQH^}8
zzBn6N5VE1XhO_}*{ATgv0#Au-6G*Dvf<DPbaaA2O*caWxL$4J^_SY#+%UZRiXom6u
z+38YUTdY@Q)R1)r;1_gIhJz-S%g@vjpI;^R%D$*Re9~RohT&NN=S%?d(^5wdv4AL%
zr((c!BLl@8QDI;)MNmipCyuWn1u*LO^ZosHamDCfQ!JL;=t+Uqasboj%xJO(7&x59
ztv+T<cmWQe`z(6JH^xc~i^3hO8I5$=2er|dmqXGHb#e1Q?S}0Lt*jj&$)eE75eHG9
z@UKX^+p=0dSg=2JL2bWjcC#hTfXgD00CyGICG-`B5cC7xZWJ45Q_E*jC4c!FL54GM
z+B58QF?&(VO-SV7t|(;KBp>HGI^?BbWPj+{cQ2bDJ?FksOF<N1y-{|}Y)GiN#_4jW
z1R>^cz-$sLN0vTzrze~k?jm<a6=)bm5K{5^ezO8GK!pVa0}hLYVuI@DFf_D3jZH(S
zMyip3U~<@=EM!8^@0vAUs|to2sIMqQr^WPAJ4o(gN9*JFXz1SU=Civp%xbGf)ukld
zmaB71xPoK|!|5zpKoyes>cGt&Xa?fc>S9A`F}u3Xlt`9bw8GU|QY4>jX*0+miJ|~8
zUop({v*lSWuJ^a=of2NKVAY!>w|N*Dt@sbN5?<<V$8LoXATiR+sl!^fx@=I}1t7>H
zxAiX#4}YFo*e)1sGCAgG1k2d0RhMRl{)5}p{`qjDto|O)_}Cd;uKV6c$0DjCO2Nbd
z(<xCxK4y3kfzG9XlZPNU+KYE62B}~q#7L|Q-s0W@yv40QLE#O=?0|OgqWGpEkTB->
z;3STI;p1qt(<|T6mYA}aVP7~$YHZ0KQ7^I)6~dXt6JOpTeSM2rz^x4x1%-k?KPZX`
zm8|SkFDtvaVu-yX*h1$<d{T9pDe?Zn(|Hk%`F?_&VFrE)YbtqWf9NZh`eNz&Z7~NT
zV5tNNRW;!B)MQQYhI~g3957Q*F9pG;Cpm?>@pcZkYWL)UBG{?;?4lLd4Tk8jahMs@
zT-agIziH$0g&ln^F}{FDYsQoCQ9TN6aQ$0-Ehen|{bsY+&Jh9T(cqyHU`0aZ10S~7
z6^{#vIx9AKvSiiHisdXs*ewk$wIP6flU+P{RnGA5pU}Vd4pzqSI@+X$+1h6`xvrCy
zd9*YBg`M%Q>Wpb8!3sMR=IgK9+2&?BpRKt5ZMI#=P6Bj+ujZha9-esPS4)=NN{hMc
zi_2@May|EI5^aP<4D#E0-K9w&gGI@|ww<M)Mnmh`6)GYWEPQX5fK(c^Z2@e*XNon?
zo8sV7wH_XMSm424M^DkC6MR=ar#%#($UXFRJ^$Boe?x;8!O{YIauS9WT~{4Cqml=Z
z=p(~vYDIN>Is`|RQugkAQ$Tg8@h}<cadt`K$kMR_q)@Z8TVEI9q!-!q&lq7Majv}T
z1*&EiTeQ8^YG(z7j?!I8h$<k&x-E&2tIjJiR-`Tc5bkn(Q{%1;@5)UUaG3NYLh*-N
z1o|9Y1Ea9q&c^vORm<GCr?g}u%$a&X(L}nIy-%b&riMk{XGo)NV62Yr?r#@phQzLD
z<ob7KSCiNOzF*Q{@YzSLf^bqDcP2YcZk<s_?i_q%2s7G~{n$)LM#YLU;&vrSX$3;t
z7}k2`1fp1{Xcff(mw8TdirJyl$;Wq7bzlMAs|FTAYchRU42MVy?ZnHkH!d1?rX015
zsH6INx45EeMpP>jl23Pi@ystA2#j2H=ojDOsBG4X{_VM5EvlTf$-I^}nSejpK?I1j
zn_VJrl4h6xJ~|SP!^~&Mu=}w<KGGN+?UBW!5?$A@BH9%jhVY&05)kMgFn*?O{IE?{
zy}#cmD}!jDp!4<pz7W{n*&B1*wM$Vrbxa6sJ5T<3NXCS7E!bf5e2)lvuNI<{PExZp
zEgn4?I{_LtFT+ieJyjzNm5nlVK>E?c9Y;Mqz)FX5&UZ#C)spF1Mwvu`i<rXiW+em#
zQ&`LDiqIwl6o4M3!M%)O9?e*pym)2einu?ZDmEttx)O6wv+)DhSQ#gt9b1U>1M@0J
zP=aIAwJ}*j;G)I$+rkF>?P!A)54vM{dp7dzu(9%&B0o-r1s?Ljf-WfRTU3s=j;VxX
z&7GOrja_qo=Cg3+@Ed>d29;Oukaj>+wnyXU`5OP}uUOkqo1ry)Eb*fyGlUSKdAF2^
z5OMcLOOKp;@XEph4)xHf%T4f_i7NE^Lj`o$t-(KGDb;^%sag_>&0hTmc%56vnb4(F
zZ#o%`l@HdX%w{L5QpTo~2_`m8yc3pIo*+^P`_6rSK6qFU`82a=kDj(5^mqSA5*|-I
zfSL=x!#2~8$<j!K=8y<w;DfZj_vhF|lANrBEmtnkpl=YGBFs__L)Q_1iQ|;oRkzqM
zd9_<lZ)SH_VMzUxdP6|WEE$7zUtcZ;JY_Q%)5}v*F6KScKmVw^%|_%vcAY5SSg}Sz
zVE86;3+`}ZMY4H@fN>7Bo_SYG%U9_axM--Y>aJk|dOkEd!siA2z;)O`GsAb!K7v}!
zD%LKaH(s$$BC&Xn%#v9GOY~BZ$EaK_gOz%df8Wnm1lrAE=G&Iiglgq37?DZGHuNEl
z^{9lyJg^v&C|sp2H5oI+l>co8Yv|Vr4Vp-{B~q<Q{BF<fWN!V)x%IRo7U}}89z4=v
z3+qkSih`~9Q0)WBbcan~S|??-5jF}AXVZV);pA|unTK^G<v;<51rj#S2U<3z!UM}j
zwQW131P|~r{x0h8n%xe~Z30$cZiV4HG&Yw@hRS!9xyUlv*0P*b+``o;M(daq_Ziq~
zDzMTeZlBlVUQ3mzmD@qMERqOCmpvccWi5Tmny#kmGzW-R8mLN>n4)GM3<Y9$#e}jJ
z$>hpEL{A`bXmGw+%>P76<c>QHNL_=z#0KNu0iFQY5MLTgJuRl@lAKcARg=NSnPo+h
zu!}lFRqV$zF+%{hF%x}*rV6b-#dakap7Ch2T+A2Wm%Bx*A(^5?(fGX!eoRz*Xci0a
zQA;R*;q6Q(;pf&3fn!7wB<ihDv}5d{_uBY|I(G=UgFUwaBP4~7=skHv?n@bS?j*oN
zJfWGiI<f>ck7d+R-*6pp%U|Zx`R<;l;*dzGkFO2G86Dp(z9&JE6`2tS2BLa>jdCL1
z<4bQi$MA5Q=!+&6@~#EL)^@dt+3{}Hyma!qd4+d~NO90~`I?$(7~RP^rDe1b*?;bs
z+HBvix3}nEm%7_uk>i<twFxIg&?OO5>#5EBb}aDVk8;o2`Y3r=mqQx8+TU!~-~HSv
zBTpgj&txF5@_b4Qo?G=Z!CX3X+m=bOWse*?ZRR<ReL0^lK{d+qIT^@l-R4Mn;U_Y)
z3ml;hOStl9I#Q;}*6UF47wYqmsJDRT)-*a_QaEe+fnBK9C`VL!u6o1#5+a(?1<@W3
zK2f<gLm)Bw37o(qqmM|j;VC-6LwW#+;L`3E!uI3_8l%G>Ij}BaUYxY&CTU2Gx3p(J
zn}mgUs08)i!di&YI&_xA2lO1hM3c-4Wo6U#9l?hE410;TLRW`MRFIowytwlpB04Db
z)3E9==wx<@uJELq?jFEPR4jMAKX)KzyhA?Dj<3cp>0*nBI)hq_(uq$W5E-~y6R}?L
z`+K*02pBzP+wUgOkgkhfMl*#+7%((1G3j|$XUAl7M(~vHZ$|~VN4$SI{bl@eyV$HS
zBW!w0i>auP9+&~kK`;0r<<W&dJ*=#m@RiF?)XfDQdF(s6K&(@wARcg5;h<w7Z*YIr
z5)Qi~xx$y<lD185n&6)_>t}=l-En=T_Q`NY^=N{U0oq+B|JV|q9Bhs!XYQy>n4{>G
z{DB>;Bh%{Mwu3su1;xSwk`wZ02U!um;^5vgKBz?($H`d1D>Y=};O8OBl9rp$U>dEW
ze~MJ5QE08{@?1M(D@$9}x?vrm2-fLL2G<e*L6)Dkh=OKSB?b4jAs|EIxpEFytgfk4
zXltk_T8O-jjhE@qh&0;M8>eZG#$2ak=X(AkCUHLELpljY6MfHlfSOV+QH+T@!{F_k
zG<Bq}nZ>8w*23QQ7Cw+aDR7@Jg@81s+;|eslolp94w}%Kj1^I$r!P|MG+%ad?GHKJ
z8W9l_h)+5EB+qN2(EiTc<(H@8oRv07a_lnac4Q<65taBr&`qMVH^zG<Feg<AJ9Rwk
zCp7``CY7B`$GjF3I<)pvY2fG_HDmId)I{JBo`RaOoR)eK{eQLrkRtI^;Cl3qYk;Y{
z`g5^KGm7?5p{<j(FstmcV&g`iEHs^17`h6+46};LoU`Ox;ZgNx467fMhNiru;N{m-
z#^IQZG@EYFc|85L-0qR(DW@Sl@|gh3983oewK%Awu$0#WRqI9#s@C0n&z0t}BVAxe
z>?qA5hpn9=A7tJonWxx>(`HLp$OmNEi-4Hwe(g|`?~G=%67aZMXO`t0)sE0ZMGeiU
z;r=oCLrapWRH4;~QT?`18M0aN$}_p4(?36ATOsB@YT(gzo5kz;@-j?Mm(1b=5Lq@i
zt*yS@ep`{J_uI#_9Ze^(-nI@wx2jb+maIUCz&=EloF<3RQ*`rKyW48t!f<HM+aJ;7
zU2caUCtzPffdkPcGVg-v8(RnX8Q%m(Ut-HdhT3v#lY%wM8V%uzQ8&8A%9esF#-96q
zZ8$m}pEg-SK>bL586DWZus$;oV*SVVnL>5(Xr}M|<F=^Ndz^QAx8I{v@SNE=ggx^S
zawW~?TFrl<%5)K8D1DjJXa_FD4}btd#Xzu2T^b$@M+GEhbl<a@Y%*>cH>_9C_T8~U
z*u~E=Sq5zz8a6XHQxkyb4Ho3&NbF-Zo(9`tB7o-}K0L#=+Az2qomS9B^AtKS3J}v%
zabikh#5s(5Nl4*g*jB8pQ=-}^ta?aurFGOAUA>2Sm4d)fAd%xvu`FHZV5pnTb}iQ7
zFKe<t2E=~`|D%EJ`Q@4qvn2)5n#I#@_>;^N;G&02%V)wJ61ltu0o52rLr>@gSPUZ*
ze(q-SBK3nw84k-_=xdubgk@~!C&i6W*pz2V<e^iHfrqDQOJU+}*}TDOdC-eNTRCdG
zUEC6?(#LS?TYKmMDm*9O4R^z#A)b#i3DzE#%caA6GC>_@Gr!rEU)wTxT_SGHVIekr
zF$uBZz&ap8-NO_2-O-^FyHF&8W)>V*CX{HzTkMrmC1T~4IMx&W7w5!V)6f9ETe7HE
zSo&o9irOeB5^a_*&pc)4AQH#uz*7`O$cajExj5hhz16d2kw*ER391R9)?QZpoYQqR
z9LX$~(F+9McGB%rCi`Q9&*IE}e<t{iD!l+3AR85}ra^4wt2uUhpr@JC#7Y%2=AfqV
zOe2$anQ5ts6n=(JEr;_QFC*CZ*D}oE(Lm+J-4(+uyzD@C+@L=ubW>?M{23*M_C#no
zzKwe;4LTkuXyK@=Ewuwb{NRiOb61t?cZc9vUL-aAu+b9D;U*eu9x8?);2y_q6!d8t
zZRd^=nNZHASw#(ji1IAWdwZ)8EFKS=gPI~acZmsnF%`S{E5<0!WerD3)(Xrgoi7!(
z^9oz(ix~Ft@#rBMtYYyQ=NDI@6;9s=>pFiASxU_BL;JPkT#L&#adqeTM3}|}l5);)
zq(vcOrKdj9nXosI8sLoj00jO~oPGeikT|&L?;UiY52S$0UR$0_hRVO+u5T~7APnL~
zn&!;5)fprHTb|=*0m!o4^QSZc@FAT|Wl$P$h<h3;uBkc^?{1AhD?btru&!`?E+MxD
zkbKD2Xly^%xluWYYloV)3J16g3s)Y&|48#3ZbvHrgDBMV2bFQwA{L1>rI`phu|j`B
zzE&m5Ls<Rt+#(aXDJqF;tP&k9XIP8~!Yp=XqPsX>)C(OycnBIz)O*8?H`3<THWSJD
zR9FwsaiTB`z=QMA$<&Y$S*|zRuNWk7xBrZF25%9+YJCWziTYS4^Kj7rg6e4f2`(#$
zxfKE1Z4J`1dW(O#3n@93iXAea@6Gp#j13GtRaHa|cczm5Pr5!XkT5w%k)iROPx?*%
z!llrlw-6g#A^~$6Cxns@{Lce8@X%m=_RL`g%>|}}9JP_#T|F0Fk%us(K0{8E*aa$U
zm(#3`)%EdCpK|AhENfjo|EwooH)^5^`DY}Pgs@bb1Coc`e8_&t2%R?dnLk4$JjsS6
z99^IOB6HNSS`MF<`_P(|p+U<)B#udEE=1?U=5u<vJx3ed_zNx>8jp7Sm=}@9E`Tc`
zpLyi4+xOkFn~|7%5`X>EF}B!@cxPg*-vSG#gc&GKu?1lGB+HI0?Zr5}xeM}uLwcHS
z3<inWmDqVIK=!5J!Z&KjZ^2y&Kb-fo2(58>1bxW|jPklp@x#`+A}Wwg@q=2{MJhpz
z9ZzYzK7bw=D<Jof(L*j>K)$)cfZgO9J7IhU$Pv3ka_*p9Th1$9G)+RZGQ;IXgtV}E
z199nbM$FOoo0(-$<-SYuVDtiPD%MNWk~EIpBGXVQaUm2#@dp>#G%koJR&EiHR32wX
ztv3K~U-kHj(W^kY0*3y-nN;a9NehIsO??|i4fh;|tief8EHo(MfMJ}OD=nqcHd0hx
z0G@`aH4%XE<Pg+<XI)kEq<QW;fCPe4LV-vt35*4`#D71Sz+pwiOF$=Wo%`?@oqem(
zaaXhbjKbbxs4bK|s2<=fzA403X@OPGMH({@sTn^n!kLiaG?SQcN7_eQX6swtt?$3k
zEZdJDcaJ}>|3vp@x=kLhT%VDXMYcrQfu=|DD{yvVWNMvp;&!HAb~{wF&$fHEA>-Gf
zyjeGRV1NXQ;=jyRGi)^d(nyox!7nbS1s{dy?yxO60xL!^b4kH~RYr%4Bq!Xw9e73C
zIm_La&;_2)@0DpZ`i*Me|G8da2qHWTjqSHeWb?j#q!k1dF2;E$yh089^iZRuS+}<m
zcR1n9xI20HD0VIaO`DW$Zhn&U@S_=krXLCUT;(uJX7r3|VlMZvd~+PfC~d`rW};%o
zm&<%2Avc3kfWtP#_QfiKEU6MO4xqB-CtRIK1{gus$rfs`zManISQIb2zo`cr)gWJ~
zkjekGQFZn6rbb8<0D{bZBZZ1-&g*fG!hocLj!*Ynnbdjob-k8UjEI8gG{doLOIT`A
z2JGN=3}Z1Aq6A36z*>Oi?JI6Qwbnt6;61|fBYn_620UAtR2+7|Y2|;mYm=m9w;Zr;
z(~QADpOdCi<k2-G@NKf<PuShVh#av?EYttbh6Et(*8d_P#l|mcy&yla1UM(R%RAd<
z_H55XX(8G=(NVyGBD`JOq+F2q&{lA*v`~BugG}{#Fz&!W@T=IU`j21EetP@+@6(rm
z*9nraJ7;dlN2)y<h+fK?gy1A<<U-Y21ZAOYYG_M~RFmfmUvX_FDyt}6&x*vn)Xidr
zap}DBr4_w_7D^*r;D=DCo)yUb{&_knb}E>hM{NzO%06GJ#Tk1MmVkbTxXn$F;sIPp
zR3RfjXKoyaPc~oP<$AWl+y+{1D<)e3WP09qUQiM14Coxyz~$KZn!4|ml5FQzYnZRj
zM!W14YEyxk83Kp3Utvtig+6~e&Ze`p4#>rIq?P?FuXJ$Xq-YY9o5;8aLi?N9a*M^0
zQbmiy7*abWa9+{@tny~+(LZ_hX1kpsJL}-ATv{Cr;v1t)k#U@ajo=ELbbu_tKls-q
zs*Rp#)V05C<v6U=rnv-xrc)zjwfUrFuVQ&C!4?|SdHT2N*^6n65*wV0FfK`Sc)7n_
z7Bh+*E(^g75iv!yW7W-*(ec%i#`i7&&1Eezq!}F$eoMSw%=j2IwM>PmkA+ZIldw-=
zpl#QLjni+mlO4k*uv;?ZMESyZ*&SB28)NEtJsJkr{5icwZEY;&A`4rsJ#85>NJmFa
zD!{#0oH8M5z%5foTtHuz)rOgvF13OrxDY0Ic_|idYBa_3s%oUbry)sXN`$?e>Z%il
zPujli^{^mplzSTvuYppbmbN(+eB7Qkh|w&ax*=f_(Dij{4dWU<6*UOzS)0I~U})i9
zMI>D+PG7<gmK+GKT-@O-dQYHK93tLP&f5H%PW@Mg`jN5GXtY{?r-5PXdsI$Y78~v<
z5=r%=H@Q2|hP%iPLXKmx(N1W{*e|}Ww^+>sf6OK*{Aj<O(Oh@nfYGb)FYWh<;t9md
zA@zc3c_kDXdV)_X7MI~UfxfSnuo*CU-H%t;MtmUs(;3Z?Hj3E2MEDek#Y=GrRae4K
zIy;9^X>6v(;f^9%GQCEGh+$c~MZ+Lml$1$W{g>3qsC*4)&5}9hZGneJ&FVZme;2~f
zR;y~V<k%vPEtSWB5KM1`vw~CP$V)2xH6}vI&MP4~`1b_D;9+nZ@xDg5ulI`?Z5!Ra
z1X#9gY^@YC6}Og!w{V)jG)zEGK0CGA2OL58Ll^%-jb+uQe2zNq@*D>Qz7~}Cx9*J3
zKzzZcP;z)cHu>EKnokRa&kRw88*o?uiZ+92oh<X2*#4WLK|WLijbYNNuo2w68RDJA
zkNILl1Elj7P6F-)Hp=h7gDSF*#Boioo;_Djo2n81_O%w^4eE_KIX9XVE3R;yMMpE4
z=?=2h-A*~=$60}3!P}M~KjMmnn(9F1=k+0Kt*50E2@Hda2IxRF4Zwi_Ubj0AIIO=_
z;6KT-A0v?AgFFeJ*-kvVv06M?w-KBYl_h*J>p-(&kZYzxsDbwlE(QmH|3y;zjDEb_
z|3xPP>ml8dA(u)l7Q3Hnjk|UnR}(sv{<I3%5Ud6W*pUZ50D$+KCiXTsDFiMnOkIkR
z!T9gT;)3Fdh)h0Fa9cDBP(cc%!Kw%8i)Rj$>PpjMNPIV>N3lM>D7X+7wjQ4md~f(G
zay*8oSr8LeSlPT>q;u7G)-`-XXEBU?Q?|j`$1k-t&ggnU)PY*u5+EotdM-hTrYIph
zl{8Ou@@XZIN0}0IBwCCdb9@r%nKtar`B~iq0f#6yp#Cge^}{g&!-LQV<|c6PaSE+i
zIqak`!P<g4d`|AfQa9rnZWrUl9>q?MFL)SN4^RIt4<cPN*TFMbVa~biXAVq{6=_h0
z2aI9;8JV8vw^qCrQzJ);HlnzQ52d{RMCXMvyt>{lu-v2tt(^0(vYxa<NGL!{v6M(G
zHDH0!l0QoUYNvefCSPbj%>~}7mLdff`r<ci`KjwYG)nMsSOG#aubWde?P-f+HS)Bs
za7_Esm=!Q&oBcLKBoM2RZXB9r<o(r~zoxfFQx({m+*6iZoNh2_4}>gDJ)I(uLRc@N
zSalwmx{^Vs=CSy@-eojz!}8H==^g4E&+oS&D)+xp@?5hN4qFr?n;dCI#&t4$88wdQ
z);7|v-5%}<E4Y}d^xb+7dYah1@^Z}6g*482bB#O@zuc$0OH^+C0>~n6OHc`$R&jqx
z_-TfWe<Z((`B>DbO9m$+QBb_t=HK#?$KDO46%q0^5v|%NJlB9BZv=BiZ{(#bRQl-j
zX13Gg12rv@!Jgh784lq@V?j!|3;hJyH2Ls^HB<n%o}>*hNrgEJ{0Pt83K?Xa>H~Mg
zQ|#c|BQAH^h;myF;ODcjb0^gd<vyYGCwCUZz&?{IX(f6^*sO!efS=DGo-B7it=Ew^
zNn#l}?Wim*;1{BHbn*zb<KwBy-oYLVN^Cb}KZE(~2>R_<1Dk*-neGP3w`59BYE$e;
zR1YC;KBXh?U4Am?k}RPE!9&E~%mp)z3gRpN22rRl4aQ0KMr;ip0sfa~q)u1sub5H3
z*lyQbuw6O0(WlFYJ47@*P<Hap0vYpK!x6iQD-pKDZ!R1qArOLtp+m=5cB8nBUXiZ6
zW$UX3L%nG$ehqaku@6lFNqL#NVU`q+zgMgeR+)lDq<<+|qJQU#X>d^m|I|P|tez-(
zwvJ*)0O;qAFqjIjxW46PeMZ+_JHPUJ2&n`YBO<r17^cJ4<0*4Ai1<E=dopZZ4j@AU
zgeypu#4-(Mp>aCOK+yI)Y6q{K7(O`YseA(t%aszPCmJM)yd4O({Sw*7|6nq&*&EN3
z`0I2X#b$Hx&4h69P(xDQ&Giz*4jkTxgKw?DSpw=k(O%F%d~K?N*}WNpbBP|p6ot&n
zF_n6O_fo=CnExpiG9-5;E+z}-IcscV3I;u(2{D~xl+`@YwQFnKD%DtA1!8wVx{|6y
z1fjTa=V302gpoEjD6Vb0kkT|taY*7!1o%Bcj1Uc|^VemVKuFUNooZX^BS}T-NpKF#
zpho%TD-nzrarBTP4i}DFAme$b_7@R&8{ULt$q7yQhjJzh#qDj|U>YJhh@}mF2Fc$a
zXSYE72pMo7Y%Q;5=LI1_m)iko%^OsLk*sTzMl$N8GkjzbD0Hy2B(2FDGZYfagsL21
zxcUn_s`dkR6kouq`QnQ>!XStR!6$;Rp<s<0!g8TA_aq(q;sGa<4+mDTeSq2{kww96
z;?nA##?@thl53TxIHJg7G=|#Ke>l5C%QB@$cjOJs>Vbd&ZJCVN<(>+fS9;-nc9mtJ
z0_Riw=0`~4(a)$miZP_q>~<94z|4tEUZW3yjm2390)n^NexGfxrZeUuEXm=%Ap&YV
zNZw%(X~d}Pf|?+e_2gDtgv@@sCr_7B8!x>(nQb<NC~BzK<EGQuPTMOOQi)wk!uZN)
zvcI7LYks>aG7i}XLkelUhWp^OXh3ZPkN-{^*`345a!e-SX;>Q*1v*mM`@rOcjG8VC
z@E96CLz~HezxnkSpv(<+@_t#akUa9wpD+^^B(@(`6{bWEmOi3NofwVyhki61OKY^f
zE>%yoD$YsYG0IJ#x)gAxp`ARn$?U6oAQE!-4a#vq&fbPrJkxmrZ4zL{R%_dfMlCNe
z%;a+)h(xt~O_j=vYzQv`#Yd*GD?JGK=3PV*Wt0LI!T<^=eS4VZOG=On(;c8ItZFUN
zNN(C8rtoESgmLyE#~kOu3G*qKn2g}dJ}!Rjse(vBp>z_VTZbBkTtC>z<zIk0=$zCm
zX~o?WK{BY~z(e)%0>2fzI(;_g=W>^JOeOO24|^E$=E?TU)U_%ZGHB<e3YRBdHAN&V
zu?F$>HTfP8PT-YmBnXrSb*nUCoJpFrE(K1BuWyYijq~@Y)3~fO4&W|obxAG_)<nXa
zFuOJyieWU5?!{I4l5=$k-H2#B+v9?;#lK02&72Ji<{J$Tu&P{~-mp;9vqmi{bRA|5
zAdAWf0isTHHt{F4Ht^+ysg$K<p<EN^J@5`PlJc5|JLg~k&jvo{JMTs;&T{<XYP;Uh
zFmRr~c*DJdSgI<DZRk+!O|DCtc1d8TGZ$uI@&Ey{sx49!&2dq+MOezF2mQzKm`StF
z-cWa#A{Yj86&%;{a)1mPHQ|pE7DwK->V@rD!XI#+Nsyk87cByj*NFfkNB<OIbtP&$
zgF_bnDmorN2p+pi|5Db1L!w76Xqka!{`k{}nm3eC(phEoR&3rl`}Dv#72<^xyhF|R
z{TyQ+#tf`TC3{jZN3HIS4~W)ifnT$GgJR*IxO;<JAA;13{!b^k;%uuYSUK|^XT+$q
z$ZfgJO%R|~ZVQDAuUiLes?a=G8V&UiKG=VTDu(F_1rf6)CIO63zAUenTdc=JdFE^t
z3&_zIi<WR?Zl?3QE7;&icoYhiF)AOJNxF^9Cy?X@4;Yu2k?Ceqs%WxcBOMLUsNmbJ
zsNVxJGk_Vr0=dH1H`od9#qsD;%6>MHA_XFEjT;>Z#~8U^Ev{!+J~!2{x9IK~1_21b
zZo|6H{6t=JY_r*vX%-*&(i|NMyWt=0MZ!I_hWD9xljj-ExPwLwAxm$p(vpXNT9ZvX
zjBVk5OOo(*kRg|iu}U_+*TfWJQnSun)B?pAO|#+^mo7b?PS=|q{K6S!6{)zB6>N^l
zAdl21q^nt_R1#SZ#H+%Ae<6?}i01S+D%RizH+lwYdB-o{;_EMEw;bBQqL1dd8Xt_m
z%=4rj$l!paX)?3mbh-PLN9ed{YIN98b$L%z*}^@Zt#{K;V4H3+<Sl1N$#W+_CyjLK
z*d{4>EXS~8;4he^`TkcLD(9L_1U*74{6x+!o;0yUI!lK7YQz-D$3@*8W<nfXkeW!H
zQe(su&Z9sw9ajut(j1eOxU-08d)q;!twaS7g<LGhg1QW0JWG65p*!((;lx0vXm?7(
z_!Pp@XM>`9a`b~?^eRY9#Vr6zlrW?1{GOUaF|6P}nig|kUnQIyus-tHI1rL(u)tg)
zj?3dPkFPAH?_WT0#fT)F;^YH<H#emmZZS5D86LuWf=Vv%7m53&CiD;ZVn^Y_BBeo9
zJjgQRW;*G50ud9R&S#t1ocYk=+W19OJlHV6!i9z);{p))Q{&wHCglUPjLRjo<y<P#
zhLa_fY=OADt&Gx4FTJ*K4^BrbNWP%_kE?QqXQFW6c}x&YyYm&9bx*g{p2|E?T#TZe
z^qK7r+}0Kqms*|J3of){X9SBL+>3&<ppR&S!2b^Di@2nU%zM~Y@?`m|+A21q9y-Vn
z_2ML<bthkzraJ3EmAO0`g31qEw~%p@g&9qcFzC8gTrwTjlCAK|QsY{Dbci(-WxH#J
zz;iWXhd8DWmJby=veB~fqU162K;AGD*Qg%=6XOjgRr<JDUm{}cOKMDhx$Uf}WLCw>
zf1m03v*kbsO<lAK1`p6zd8yE-?3)lWw=T9p*R7jBQ}hSo1`p;z+P2aTU`?S;;iz3?
z_ohVh7|(zH^FdyVio9V!$Ufe!x3?~6MNc!6443ao0U?XhjG4%Gl4?USGPz{zi=*G9
z9s!xeK+VzOx@bfdot8R6pCEx&+2Yy`#qxS$9=9wVJH92iLope%kzN*ngg<@x0|C0r
z@-;io6!X&YjI|JrL&4UH?!t=5<3``>Kuj<|B6*@xtw3To5e}K-%cKSYP;RtYF6N8x
zOZ3JBl4-i{N-cpsk^2zI9U69X-Rb@AhBM?`Lr#@m%wxsvs3ZWj@?`w`XqKc0Bj}Yg
zu9<3;^~)z9&mcv>TOAY+%9ooIPcL^y6wiC6cx+MPpn#@77bfO?G#35PfDA%vJ2z{`
zz-j@ud$-4Mz1m)<U>Kg5YA8xzB{$k4NUa7>a!@q|*L9S62?T6I7+N<*grDxIGnQw>
zT=N7Il591u{)A|!hT4^Yl3wAQQ@mW^YWo};0t=IzRT#a%U+<V{QUm78Zmdts-J$_k
zfIB%6eWVhCTYUf%8J%o<Vty&Pkk_A3fr0jUq~Gd{kL(JAAr5FXc|P}>hD!nZex2Se
zzE3e$n+kGwRKZG<0o}ZUXy=L-G%=>H>^}?(o!wD#vKaO2Y5}u+Dj%DTVLPx)lBs0!
zTcc@D{#E2fuD*iG)Ba>U5@PIBnz_bE3bffnTCqDfTOsHJ3V_E2vx}$_#u6t*HCfSN
zR=#v3)jE}pG2}}gxOIyeP0r1=U2!5X#eHY069#EMTlI@`E(zup7yf$si3GWHK~(NR
z=iB$59irWORgXH1B8Ibs$7C4}Wnz^{a6KX7m&MoRo#2-kPRf16=d9?ki|?IgG5%nP
zbGb(i6ebdJ5m%79_>sje%i&5c_W5p>rlZhA!`roPMUGZ0Glt3+aACTReWRL`)KvKg
z9Tp$M!Ni&xf-Y4j$YF9o$#roXgn0TvbU9{jjI9%MJlVhQmh}H7JCHYvOImD*u|UbJ
zkqZD0*q005e5np%<f<N&L#PED5|)Skpp4{egh9_+5@1Z4KtUs4=hXyakn_+_@B6@F
zZ06_6Y|}%nBcxuF8n|tcT-EWsa8<B2)iIhU)w$4N4#6Q5ZvYr(F%qj>F#+}mtp854
z$09ze`}u4dyh;_*C*M|B2S9ZAR1i6{A56Joq#`rzVSqJ0HpvtWFk#^j$jB>9z%7tt
zJv+BbUBTIcjo6){;-%<o$QZ=FSAmt(VwFz%4q-GBii@=Cj}u6E*#=IH*WfNJhKHPA
zlE-&edql-HpRTX*e`SC7N-MC~In;Sq{_|$AJ32y=2pLth>FT`7j96^@ND}p|W}?Ri
z0JeI1)QWg>Z0HWe5HcBtG~v@?)~gF-^q#dtP%qWHYHm_Cm>G&Sfs>{9kj6rF)b+!*
z#mL&FE^G8kKTYGxl3>$aS#=Evj+hfZi^Dh*k=A)_Kp#6dO5Y?iJ<!84Xe9AB=+uM7
zb4-lJx+A4c&hD<)`P$CT{aTH~DNPDD+60s0WVAwPH9j=vN`TMEaWkbM;KsdDT9*cc
zV0=|>$LgqrQABDOgnmJn_22>$h(1MOD{O#6Ro+u%y%BBvME@Z0kTIz~e#Dy{X0)j8
zhyp5_6QB#HoY4y8&N0o5{h=1s;=!sN^lG0Zy?(hx%?T*LIREFMCk<KFdSVbS-r@1$
zlh&MG>`kCSa*-~Gf5oMY+(eROZ%8@u7mx}^@ukAlWqUGK@0o}pA_1w-M7&`&sOqu(
zrd`pV87(qkOdixTI}zber5V?$f7QRoE2v!DkWmj%xh6-&XVDPC8W*LyLi!@=!T~?h
zykZtCe+!wwCsT*AuaZ#v3a)*(UVU3!7}rjuH~l?u`6H*Vp7M+oG{!i`Bi{<0L%jI<
zH%b{&8xKFQ_)sp4f29wV2)8~|k?R&Ol_7eX%w&Z_6k*hoi36lee7R=igD<zT*-l~T
z@bTabqK|hHS93U&el0GNY#MZ3;%0iiLTFME4_Ht^KnyY~pWPol7FaTvWn65Wvr;7J
z<9Rt)X6`Zt=7OtY{a~CMYvE;P%e!-qu`yYsEI!GwDc<q-3$-`@;qI}=a=4c_=Y%Wt
zGcp=5LzdE}jm;cBmt0`DXy9tc2B!^)rA?`@!GOz>w{Im8sXUaHEOL1$NxcZ>g7#>n
zhDbEE<1EA0UyCy3wkp}y(eWIH<$k|-r<03GAC%g)G-DRc4ahCp?wgJRg#kt*lwHxN
zP7;s2`Xv-oKWK9z6y+&rsMTQ#xeI1%v=fZ|2SlM&5{-P>XiCWy>m1Xr<B+(WOpd?F
zoGP__#KfQbY_9q6N*e|_dd8|wlx?Zdbe6Ue3=`_!$f}`&&KQGYhg;=1RJHADb^h&=
zNv)6-N$s%NI)?rd7(nxD#LW;TiGN63hS?!}V1*N@oC+SEfE4d~v|A%?66FHafu~pF
zUf5s+$00lh)rOGp%<k#eA3vs8jk2S{byR&#zrCo`Z9Vj5abywhjcVK1Fyl-5{5W1{
zNmGJ>wlwy4>B3pDS60}%rlQgQN&7f?9D09IYc(Ed$XTv^6cTl-AC{3Hrhc-6{BPGA
zyyLz~pBAVhAq1Qo3;3cQ3pv+VgE*j*G5e5NDw~KCMca{?Y52^(0={R0(N2vj)sL4u
zg11zxS<Vf++~F%fUG5U&{Pz)WA%as)M*-7zU+wavp9w3wTvwMMO^&x$s1q&Cep*od
z78Z@9i&(QHZz6FKZTfh#TCL~Pn<WzWc-C|34<MJ4JTaqUcfgPVXy4bn#g!JTBFOI^
z3{0X$6ik@5BDX9^{S}RDLTr$Q6vI8aYr4bZ%l)!~5@3&$|M=H99<YOU5iGQ;hTq|$
zIzV<pr1hNvVVIH4ZKnb@Fat!?frB^N4z;m3C|YUAgW5^**me_N_G7Bt-tRkUtCH>D
z^xrsERkJdjB*WQ&1HQF!98zcwz9ua+KhV&3=t&t92Ug^nSb(@?j1X-2l31KZXO>v<
zQwS(i9&hfhE|9DGhFy`Qls?x$Bk^DJ0KgDdI^D={IU8-u`Ab0&M9K&8x*;h=+>VZd
zQ<B!?+=(}=I{AN6H#iI5_KrwZX`V;N+<r|(blvGe<^U_AZqE-GV%VTwtIjmBR2PzC
z&^<t)+*UZhVR)$OHeT}t-uY~|aBiLH0ZfVib3vtla{mw@i;!{d&FL_B+`I1;Kk!`R
zG_d$p{F07{xPhCcat@?ar<*m6m+uHOKoJ-l&Q|8#0$61ISJ&KCyD+{iqRU~w!nD=P
zJtp!dV&JZU4KvfOy|v7;2g_%`<wM0=1Rek{r%s2EBy1&KV#q`|FTP|KDo8dWWA_Fo
zNZ2GPXU<7`a-Y;;6{yAzQ4Bo-;mI2>My_IvrA?&B7?VWTSg)T9u7m0Y$y;E>hm{Vp
z>g@12AloJrP~BYCLCzgN0UEet+eBSb?{D|ltJ&9`#uWn=fZ>5&U{4MYAhP-(TC2+6
z`E0^YH5Sw=^brw+ZC13CPt5qZFHxL&$<ExI%N!}|eaNa?h&?fT|GN8*WWw}fvAe&e
zX0*3&v5fKsomPkIuwmVSf-CW&4IOC&*av4k$#KASK%ZijF3n;XIxLYYl`ygVjBrh7
zF!AX2=3lt>^;eCA2a}V)xPpD3OGt5cVS46(9RMT(KC#O+Sd2KVPnS$oV%E&+HEaig
zK?x=LstJ@gsMz$RqVyd6gJeO0EDn|^#-{481J#;9PaEYcW=WYRgjBmVruQdmU4V+o
zIgL1FwM5|B9fAn_R-4N3`vcq72*1^aGW@3hT!r5s68O#kEx_*%T`tcJFfiueth9h%
zH+rA38Zs@IdJDUEzJ`l$)=E)EB`K7TpH=Z>Sqn?SrI(UnK2X&tmIo%W1ccgtlC0Vj
z$FjKHfVkN%kg_SFOqO-uCp*wIy9IVt2Bc4pG9Hp{w3`XR(2K*E5Xz%TX|7lIlUXvo
zJA^0)^u%qKUvIkiC=c~lygSmGUvLxElRVr4h)?k$Pwb9(_j$fbz0LJzdcAou-EHQp
zkPD**pX&{&BLFKJA3n3~SC|N+WR8-ZL8d|opQLrjZ<=GK!J8H<JV}T;*HZuT8>bQ1
zLZ?WxJx(Ia4~@v6q$HxNSsb0NF=>2qcLhR*)(pH~EG$9YIBSvGjFJM8qD-m`Jo?7O
z*k^us@)b4mQx&<$D}|`6gWuv~66kHy8{wZc4KjYYTKqsU=hy9QbF-YIFN;zpv+d$h
zWgjFl;6QkM$SK!+SQ7+oaW7|J4&BC)=Bd7*7SH=oNEajvN&wp64UO;=Fq<7{NOaph
zo8Q6F*9fEm)2_g|l+&)vfF^Tx`H2t>XU|>CzJmR=qS+dYtwh`NDmY}ZH)zpGh5(Ed
z<)C=r5$51b@9R(-%7BfHs4Lyx@$#ySxaHH|S&v6b>f&b*1nE6&7={74L8NPFhUw-n
zb&S)olEo%uUHMTg+o2!lHI8ior2aHiQ%TLS&9}+SXG9I5jy1_5S51@}Cb82n-gIzn
zY?Mp0kvr|b5QFbhHMNN+T)j}&$$%6)TV-?W{vuAL@)J66<n_r2JkMy1>FY?}6?NS<
zXK;TChM(KXVNy%h9mxe99Yirf4wpiX7mi0wLRO;Ed^kckacl$r+o)^yno$axRt?!z
z8O+@j88eaOmU6M&rPcM2kPNxD!Dn~pMD{dUmo5KvlytLLwl4erPUH+zPvmMj+(|y)
z$%jQZ@muO<R}?9JY3ZxI<0pU$#}7~`jvohnD2)X^-1Easii0GU><QmkR`D_539q#N
zx2?MEm@^!Z0J;#TKePcNd|tZ}+g;Oy>#%dKhxDR`r!q)JQ4yh2BNtc*GPaVEYd_Eb
z;1Y&c@352|Xo=>pov-nq{*u@?wnWliGvZa5`f*t*Sb<=?YTq)!{dH!nFqk}+g=G@o
z);K>}7IsKRlHzqLO!p35JB!Vj3NUGL%4%`<b$>IRf&AKGs4k7N&hn(T71ZeUsz<RC
zW}J!uay6UN5RUnuOjdv3)1QR)ZrH`6ysJ@!`5Iy_>+>)-9fu5~OCOC`Tv{5jXdEml
zB7gSvf$|TakGbDa9!+n>O&w(4GHs#HoWS(o;ud9`K+GU?zv9@x-<e2Oe7DX`xAMUv
zd7u}pr^P6*Lu48DBwzRK8F`$@fSD~Z0f!R`z%0$bCE@UL_pdY18%ojDEhQcHVSOAL
zfr8ZBp)nZ4Eq?~Ohf5~%=<W1BeAgkzRBAz>?OEe2mU@9yq4o`sW<zc$Ep(#)iU-K@
zP9R2xt9lk6+*7mt3d%XX#HiZb>B}AKQ>ewc+&}0GPU#D-mn)2>!x80Q#Oa&>EBq9U
z-X?ixnt%atI-*XGto2ok9wH;Kh%vdZF^yS~p5&-G2Yyh__u(XkcC94$Y)H2DXAL%+
zkzeEQ@u8f-0)t2u3nCZYi3sr5#(r9Vf{ACzl~%kH%9)mbyPYlXOa*i@bLQUyr-7#|
zC=Y6Hunwi>TjU?8K*7&p=zP)Uj?WOKSIMdYNBF<T{L$JgF$Q}L&NGPc(1a!*POz>r
z5C<*{Wg(xT)|VgHnWZWTA<rt~A=HDXPvgFAf|2(L-upZ{OAAJX_MgIdkWgjz9%&|$
zSnoRA=oxvAQDs8o2$1BRpmtOs;t<qT^0nYw9Jgdu%qi6Zhh9#y2t4IQ{RFxyi12w4
zkF{ZQF32$~uVfJd5wRLTIaoDZl%M)b1l$QncR;e;f_YpbHuK#sFd%cfT7n1Non1{%
zmv`5s6|&4EP*&x|6}KJ4>qG!%Kn#s?!f0IF$%TqSvtM|~R${m#RIuDb`}S0Zst*y2
zXUCs6ta3d|C$6TP9rikmy|lwJUzrP68G2@EAB07ZbmiuYyar>FDUIIer}H6Cki3Rq
u_C!43k)wv;h7XA6qVQUQp1~n64kX$}1zZ7N?m>QYu7W!jpe@Okwf_MgM<)OP

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
index 853cf6e..a691b15 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
@@ -9,6 +9,7 @@ using namespace std;
 
 string generate_header(Json::Value data);
 string generate_source(Json::Value data);
+string generate_tasks(Json::Value data, string &exec_task);
 string getTypeCast(string type);
 string getArgumentTypeCast(string type);
 void replace_multiple_string(string& str, string to_find, string to_replace);
@@ -149,12 +150,8 @@ string generate_source(Json::Value data) {
 	string commonArgsLoop = 		// $PCB_ARGS$
 		"\tint set_cout = 0;\n\tfor(int i=0; i<this->getArgumentsSize(); i++){\n";
 	string pcb_task_params;			// $PCB_TASK_PARAMS$
-	string task_params;				// $TASK_PARAMS$
 	string task_args;				// $TASK_ARGS$
-	string dr_delete;				// $INPUT_DR_DELETE$
-	string input_mat_dr;			// $INPUT_MAT_DR$
-	string output_mat_dr;			// $OUTPUT_MAT_DR$
-	string output_return;			// $OUTPUT_DR_RETURN$
+	string exec_task;
 
 	// generate DataRegion strings
 	for (int i=0; i<data["args"].size(); i++) {
@@ -186,12 +183,6 @@ string generate_source(Json::Value data) {
 					"std::to_string(" + dr_name + "_arg->getId()), 0, " + dr_name + 
 					"_arg->getId()));\n";
 
-				// generate DR cleaning for the destructor - $INPUT_DR_DELETE$
-				dr_delete += "\tif(" + dr_name + "_temp != NULL) delete " + dr_name + "_temp;\n";
-
-				// generate cv::Mat variables to hold input DR - $INPUT_MAT_DR$
-				input_mat_dr += "\tcv::Mat " + dr_name + " = this->" + 
-					dr_name + "_temp->getData();";
 			} 
 			// generate output string
 			else if (data["args"][i]["io"].asString().compare("output") == 0) {
@@ -219,12 +210,6 @@ string generate_source(Json::Value data) {
 					dr_name + "_arg->getId());\n\t\t\tinputRt->insertDataRegion(" + 
 					dr_name + ");\n";
 
-				// generate cv::Mat variables to hold input DR - $OUTPUT_MAT_DR$
-				output_mat_dr += "\tcv::Mat " + dr_name + ";";
-
-				// generate mat assignment to output DR string - $OUTPUT_DR_RETURN$
-				output_return += "\tthis->" + dr_name + "_temp->setData(" + dr_name + ");";
-
 			} else {
 				cout << "Malformed descriptor." << endl;
 				exit(-1);
@@ -233,9 +218,6 @@ string generate_source(Json::Value data) {
 			// generate DR args $PCB_TASK_PARAMS$
 			pcb_task_params += dr_name + ", ";
 
-			// generate DR args $TASK_PARAMS$
-			task_params += "DenseDataRegion2D* " + dr_name + "_temp, ";
-
 			// generate DR args $TASK_ARGS$
 			task_args += "\tthis->" + dr_name + "_temp = " + dr_name + "_temp;\n";
 		}
@@ -258,12 +240,6 @@ string generate_source(Json::Value data) {
 
 			// generate common args $PCB_TASK_PARAMS$
 			pcb_task_params += arg_name + ", ";
-
-			// generate common args $TASK_PARAMS$
-			task_params += getTypeCast(arg_type) + " " + arg_name + ", ";
-
-			// generate DR args $TASK_ARGS$
-			task_args += "\tthis->" + arg_name + " = " + arg_name + ";\n";
 		}
 	}
 
@@ -276,11 +252,8 @@ string generate_source(Json::Value data) {
 	// remove final comma from pcb_task_params
 	pcb_task_params.erase(pcb_task_params.length()-2, 2);
 
-	// remove final comma from task_params
-	task_params.erase(task_params.length()-2, 2);
-
-	// generate the command invocation string
-	string cmd = data["call"].asString();
+	// generate the tasks
+	string tasks = generate_tasks(data, exec_task);
 
 	/********************************************************/
 	/***************** Generate File String *****************/
@@ -296,8 +269,6 @@ string generate_source(Json::Value data) {
 	while(getline(&line, &length, source_template) != -1)
 		source += string(line);
 
-	size_t pos;
-
 
 	// $NAME$
 	replace_multiple_string(source, "$NAME$", name);
@@ -326,28 +297,247 @@ string generate_source(Json::Value data) {
 	// $PCB_TASK_PARAMS$
 	replace_multiple_string(source, "$PCB_TASK_PARAMS$", pcb_task_params);
 
-	// $TASK_PARAMS$
-	replace_multiple_string(source, "$TASK_PARAMS$", task_params);
+	// $EXEC_TASK$
+	replace_multiple_string(source, "$EXEC_TASK$", exec_task);
 
-	// $TASK_ARGS$
-	replace_multiple_string(source, "$TASK_ARGS$", task_args);
+	// $TASKS$
+	replace_multiple_string(source, "$TASKS$", tasks);
 
-	// $INPUT_DR_DELETE$
-	replace_multiple_string(source, "$INPUT_DR_DELETE$", dr_delete);
+	return source;
+}
+
+string generate_tasks(Json::Value data, string &exec_task) {
+
+	string final_source;
+
+	// go through all tasks
+	for (int i=0; i<data["tasks"].size(); i++) {
+		string name = data["name"].asString() + to_string(i);
+		string type_check = "";
+		string task_args;
+		string input_dr_delete;
+		string input_mat_dr;
+		string output_mat_dr;
+		string cmd = data["tasks"][i]["call"].asString() + "(";
+		string call_args;
+		string output_dr_return;
+		string update_mat_dr;
+		string update_ints_args;
+		string resolve_deps;
+		string reusable_cond;
+		string task_size;
+		string task_serialize;
+		string task_deserialize;
+		string task_print;
+
+		if (i != data["tasks"].size()-1) {
+			type_check = "\tif (typeid(t) != typeid(Task" + data["name"].asString() + to_string(i+1) + 
+				")) {\n\t\tstd::cout << \"[Task" + data["name"].asString() + to_string(i+1) + 
+				"] \" << __FILE__ << \":\" << __LINE__ <<\" incompatible tasks.\" << std::endl;\n\t}\n";
+		}
+
+		// go through all args
+		for (int j=0; j<data["tasks"][i]["args"].size(); j++) {
+			call_args += data["tasks"][i]["args"][j]["name"].asString() + ", ";
+
+			if (data["tasks"][i]["args"][j]["type"].asString().compare("dr") == 0) {
+				task_args += "\t\tif (a->getName().compare(\"" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "\") == 0) {\n\t\t\tArgumentRT* " + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_arg;\n\t\t\t" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_arg = (ArgumentRT*)a;\n\t\t\tthis->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp = new DenseDataRegion2D();\n\t\t\tthis->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->setName(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_arg->getName());\n\t\t\tthis->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->setId(std::to_string(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_arg->getId()));\n\t\t\tthis->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->setVersion(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_arg->getId());\n\t\t\tset_cout++;\n\t\t}\n\n";
+
+				reusable_cond += "\t\tthis->" + data["tasks"][i]["args"][j]["name"].asString() + "_temp->getName() == t->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getName() &&\n\t\tthis->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getId() == t->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getId() &&\n\t\tthis->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getVersion() == t->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getVersion() &&\n";
+
+				task_size += "\t\tsizeof(int) + " + data["tasks"][i]["args"][j]["name"].asString() + 
+					"_temp->getName().length()*sizeof(char) + sizeof(int) +\n";
+
+				task_serialize += "\t// copy " + data["tasks"][i]["args"][j]["name"].asString() + " id\n\tint " + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_id = stoi(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getId());\n\tmemcpy(buff+serialized_bytes, &" + 
+					data["tasks"][i]["args"][j]["name"].asString() + 
+					"_id, sizeof(int));\n\tserialized_bytes+=sizeof(int);\n\n\t// copy " + 
+					data["tasks"][i]["args"][j]["name"].asString() + " name size\n\tint " + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_name_size = " + 
+					data["tasks"][i]["args"][j]["name"].asString() + 
+					"_temp->getName().length();\n\tmemcpy(buff+serialized_bytes, &" + 
+					data["tasks"][i]["args"][j]["name"].asString() + 
+					"_name_size, sizeof(int));\n\tserialized_bytes+=sizeof(int);\n\n\t// copy " + 
+					data["tasks"][i]["args"][j]["name"].asString() + " name\n\tmemcpy(buff+serialized_bytes, " + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getName().c_str(), " + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_name_size*sizeof(char));\n\tserialized_bytes+=" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_name_size*sizeof(char);\n\n";
+
+				task_deserialize += "\t// create the " + data["tasks"][i]["args"][j]["name"].asString() + "\n\tthis->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp = new DenseDataRegion2D();\n\n\t// extract " + 
+					data["tasks"][i]["args"][j]["name"].asString() + " id\n\tint " + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_id = ((int*)(buff+deserialized_bytes))[0];\n\tthis->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->setId(to_string(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_id));\n\tthis->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->setVersion(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + 
+					"_id);\n\tdeserialized_bytes += sizeof(int);\n\n\t// extract " + 
+					data["tasks"][i]["args"][j]["name"].asString() + " name size\n\tint " + 
+					data["tasks"][i]["args"][j]["name"].asString() + 
+					"_name_size = ((int*)(buff+deserialized_bytes))[0];" + 
+					"\n\tdeserialized_bytes += sizeof(int);\n\n\t// copy " + 
+					data["tasks"][i]["args"][j]["name"].asString() + " name\n\tchar " + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_name[" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_name_size+1];\n\t" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_name[" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_name_size] = \'\\0\';\n\tmemcpy(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_name, buff+deserialized_bytes, sizeof(char)*" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_name_size);\n\tdeserialized_bytes += sizeof(char)*" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_name_size;\n\tthis->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->setName(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_name);\n\n";
+
+				if (data["tasks"][i]["args"][j]["io"].asString().compare("input") == 0) {
+					input_dr_delete += "\tif(" + data["tasks"][i]["args"][j]["name"].asString() + "_temp != NULL) delete " + 
+						data["tasks"][i]["args"][j]["name"].asString() + "_temp;\n";
+
+					input_mat_dr += "\tcv::Mat " + data["tasks"][i]["args"][j]["name"].asString() + ";\n";
+
+					update_mat_dr += "\t" + data["tasks"][i]["args"][j]["name"].asString() + 
+						"_temp = dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(this->" + 
+						data["tasks"][i]["args"][j]["name"].asString() + "_temp->getName(),\n\t\tthis->" + 
+						data["tasks"][i]["args"][j]["name"].asString() + "_temp->getId(), 0, stoi(this->" + 
+						data["tasks"][i]["args"][j]["name"].asString() + "_temp->getId())));\n";
+				} else {
+					output_mat_dr += "\tcv::Mat " + data["tasks"][i]["args"][j]["name"].asString() + " = this->" + 
+						data["tasks"][i]["args"][j]["name"].asString() + "_temp->getData();\n";
+
+					output_dr_return += "\t" + data["tasks"][i]["args"][j]["name"].asString() + 
+						" = new cv::Mat(" + data["tasks"][i]["args"][j]["name"].asString() + "_temp);\n";
+
+					update_mat_dr += "rt->insertDataRegion(this->" + 
+						data["tasks"][i]["args"][j]["name"].asString() + "_temp);\n";
+				}
+			} else {
+				task_args += "\t\tif (a->getName().compare(\"" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "\") == 0) {\n\t\t\tthis->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + " = (" + 
+					getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + ")(" + 
+					getArgumentTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + 
+					"a)->getArgValue();\n\t\t\tset_cout++;\n\t\t}\n\n";
+
+				reusable_cond += "\t\tthis->" + data["tasks"][i]["args"][j]["name"].asString() + " == t->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + " &&\n";
+
+				task_size += "\t\tsizeof(" + getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + 
+					") +\n";
+
+				task_serialize += "\t// copy field " + data["tasks"][i]["args"][j]["name"].asString() + 
+					"\n\tmemcpy(buff+serialized_bytes, &" + 
+					data["tasks"][i]["args"][j]["name"].asString() + ", sizeof(" + 
+					getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + "));\n\tserialized_bytes+=sizeof(" + 
+					getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + ");\n\n";
+
+				task_deserialize += "\t// extract field " + data["tasks"][i]["args"][j]["name"].asString() + 
+					"\n\tthis->" + data["tasks"][i]["args"][j]["name"].asString() + " = ((" + 
+					getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + 
+					"*)(buff+deserialized_bytes))[0];\n\tdeserialized_bytes += sizeof(" + 
+					getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + ");\n\n";
+
+				task_print += "\tcout << \"\t\t\tminSizePl: \" << " + 
+					data["tasks"][i]["args"][j]["name"].asString() + " << endl;\n";
+			}
+		}
 
-	// $INPUT_MAT_DR$
-	replace_multiple_string(source, "$INPUT_MAT_DR$", input_mat_dr);
+		// go through all interstage args
+		for (int j=0; j<data["tasks"][i]["interstage_args"].size(); j++) {
+			call_args += data["tasks"][i]["interstage_args"][j]["name"].asString() + ", ";
 
-	// $OUTPUT_MAT_DR$
-	replace_multiple_string(source, "$OUTPUT_MAT_DR$", output_mat_dr);
+			if (data["tasks"][i]["interstage_args"][j]["io"].asString().compare("input") == 0) {
+				update_ints_args += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
+					" = ((Task$NAME$*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ";\n";
 
-	// $CMD$
-	replace_multiple_string(source, "$CMD$", cmd);
+				resolve_deps += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
+					" = &((Task$NAME$*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ";\n";
+			}
+		}
 
-	// $OUTPUT_DR_RETURN$
-	replace_multiple_string(source, "$OUTPUT_DR_RETURN$", output_return);
+		// remove cmd last comma and add a parentesis
+		call_args.erase(call_args.length()-2, 2);
+		cmd += call_args;
+		cmd += ");";
 
-	return source;
+		// open source_template file
+		char* line;
+		size_t length=0;
+		FILE* source_template = fopen("source_task_template", "r");
+
+		// concat all source_template lines
+		string source;
+		while(getline(&line, &length, source_template) != -1)
+			source += string(line);
+
+		// $TASK_ARGS$
+		replace_multiple_string(source, "$TASK_ARGS$", task_args);
+
+		// $INPUT_DR_DELETE$
+		replace_multiple_string(source, "$INPUT_DR_DELETE$", input_dr_delete);
+
+		// $INPUT_MAT_DR$
+		replace_multiple_string(source, "$INPUT_MAT_DR$", input_mat_dr);
+
+		// $OUTPUT_MAT_DR$
+		replace_multiple_string(source, "$OUTPUT_MAT_DR$", output_mat_dr);
+
+		// $CMD$
+		replace_multiple_string(source, "$CMD$", cmd);
+
+		// $OUTPUT_DR_RETURN$
+		replace_multiple_string(source, "$OUTPUT_DR_RETURN$", output_dr_return);
+
+		// $UPDATE_MAT_DR$
+		replace_multiple_string(source, "$UPDATE_MAT_DR$", update_mat_dr);
+
+		// $UPDATE_INTS_ARGS$
+		replace_multiple_string(source, "$UPDATE_INTS_ARGS$", update_ints_args);
+
+		// $RESOLVE_DEPS$
+		replace_multiple_string(source, "$RESOLVE_DEPS$", resolve_deps);
+
+		// $REUSABLE_COND$
+		replace_multiple_string(source, "$REUSABLE_COND$", reusable_cond);
+
+		// $TASK_SIZE$
+		replace_multiple_string(source, "$TASK_SIZE$", task_size);
+
+		// $TASK_SERIALIZE$
+		replace_multiple_string(source, "$TASK_SERIALIZE$", task_serialize);
+
+		// $TASK_DESERIALIZE$
+		replace_multiple_string(source, "$TASK_DESERIALIZE$", task_deserialize);
+
+		// $TASK_PRINT$
+		replace_multiple_string(source, "$TASK_PRINT$", task_print);		
+
+		// $NAME$
+		replace_multiple_string(source, "$NAME$", name);
+
+		// $TYPE_CHECK$
+		replace_multiple_string(source, "$TYPE_CHECK$", type_check);
+
+		final_source += source;
+
+		exec_task += "\t\tTask" + name + " * task" + to_string(i) + " = new Task" + name + 
+			"(" + call_args + ");\n\t\tthis->executeTask(task" + to_string(i) + ");\n";
+	}
+
+	return final_source;
 }
 
 string getTypeCast(string type) {
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc
index b25c83b..4861c2a 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc
@@ -1,22 +1,39 @@
 {"name":"Segmentation",
 "includes":"#include \"opencv2/opencv.hpp\"\n#include \"opencv2/gpu/gpu.hpp\"\n#include \"HistologicalEntities.h\"", 
-"call":"::nscale::HistologicalEntities::segmentNuclei(normalized_rt, segmented_rt, blue, green, red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, reconConnectivity, watershedConnectivity)",
 "args":[
-	{"name":"normalized_rt", "type":"dr", "io":"input"}, 
-	{"name":"segmented_rt", "type":"dr", "io":"output"}, 
-	{"name":"blue", "type":"uchar"}, 
-	{"name":"green", "type":"uchar"}, 
-	{"name":"red", "type":"uchar"}, 
-	{"name":"T1", "type":"double"}, 
-	{"name":"T2", "type":"double"}, 
-	{"name":"G1", "type":"uchar"}, 
-	{"name":"minSize", "type":"int"}, 
-	{"name":"maxSize", "type":"int"}, 
-	{"name":"G2", "type":"uchar"}, 
-	{"name":"minSizePl", "type":"int"}, 
-	{"name":"minSizeSeg", "type":"int"}, 
-	{"name":"maxSizeSeg", "type":"int"}, 
-	{"name":"fillHolesConnectivity", "type":"int"}, 
-	{"name":"reconConnectivity", "type":"int"}, 
-	{"name":"watershedConnectivity", "type":"int"}
-	]}
\ No newline at end of file
+		{"name":"normalized_rt", "type":"dr", "io":"input"}, 
+		{"name":"segmented_rt", "type":"dr", "io":"output"}, 
+		{"name":"blue", "type":"uchar"}, 
+		{"name":"green", "type":"uchar"}, 
+		{"name":"red", "type":"uchar"}, 
+		{"name":"T1", "type":"double"}, 
+		{"name":"T2", "type":"double"}, 
+		{"name":"G1", "type":"uchar"}, 
+		{"name":"minSize", "type":"int"}, 
+		{"name":"maxSize", "type":"int"}, 
+		{"name":"G2", "type":"uchar"}, 
+		{"name":"minSizePl", "type":"int"}, 
+		{"name":"minSizeSeg", "type":"int"}, 
+		{"name":"maxSizeSeg", "type":"int"}, 
+		{"name":"fillHolesConnectivity", "type":"int"}, 
+		{"name":"reconConnectivity", "type":"int"}, 
+		{"name":"watershedConnectivity", "type":"int"}
+	],
+"tasks":[
+		{"call":"::nscale::HistologicalEntities::segmentNucleiStg1", 
+			"args":[
+				{"name":"normalized_rt", "type":"dr", "io":"input"}, 
+				{"name":"blue", "type":"uchar"}, 
+				{"name":"green", "type":"uchar"}, 
+				{"name":"red", "type":"uchar"}, 
+				{"name":"T1", "type":"double"}, 
+				{"name":"T2", "type":"double"}
+			],
+			"interstage_args":[
+				{"name":"bgr", "type":"mat_vect", "io":"output"}, 
+				{"name":"rbc", "type":"mat", "io":"output"}
+			]
+		}
+	]
+}
+
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
new file mode 100644
index 0000000..3798586
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
@@ -0,0 +1,129 @@
+Task$NAME$::Task$NAME$(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	
+	int set_cout = 0;
+	for(ArgumentBase* a : args){
+$TASK_ARGS$
+	}
+	if (set_cout < args.size())
+		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
+	
+}
+
+Task$NAME$::~Task$NAME$() {
+$INPUT_DR_DELETE$
+}
+
+bool Task$NAME$::run(int procType, int tid) {
+$INPUT_MAT_DR$
+$OUTPUT_MAT_DR$
+	uint64_t t1 = Util::ClockGetTimeProfile();
+
+	std::cout << "Task$NAME$ executing." << std::endl;	
+
+	$CMD$;
+	
+	uint64_t t2 = Util::ClockGetTimeProfile();
+
+$OUTPUT_DR_RETURN$
+	std::cout << "Task $NAME$ time elapsed: "<< t2-t1 << std::endl;
+}
+
+void Task$NAME$::updateDR(RegionTemplate* rt) {
+$UPDATE_MAT_DR$
+}
+
+void Task$NAME$::updateInterStageArgs(ReusableTask* t) {
+	// verify if the tasks are compatible
+	if (typeid(t) != typeid(this)) {
+		std::cout << "[Task$NAME$] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		return;
+	}
+
+$UPDATE_INTS_ARGS$
+}
+
+void Task$NAME$::resolveDependencies(ReusableTask* t) {
+	// verify if the task type is compatible
+$TYPE_CHECK$
+	
+$RESOLVE_DEPS$
+}
+
+bool Task$NAME$::reusable(ReusableTask* rt) {
+	Task$NAME$* t = (Task$NAME$*)(rt);
+	if (
+$REUSABLE_COND$
+		true) {
+
+		return true;
+	} else {
+		return false;
+	}
+	return true;
+}
+
+int Task$NAME$::size() {
+	return 
+$TASK_SIZE$
+		0;
+}
+
+int Task$NAME$::serialize(char *buff) {
+	int serialized_bytes = 0;
+	// copy id
+	int id = this->getId();
+	memcpy(buff+serialized_bytes, &id, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy parent task id
+	int pt = this->parentTask;
+	memcpy(buff+serialized_bytes, &pt, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+$TASK_SERIALIZE$
+	return serialized_bytes;
+}
+
+int Task$NAME$::deserialize(char *buff) {
+	int deserialized_bytes = 0;
+
+	// extract task id
+	this->setId(((int*)(buff+deserialized_bytes))[0]);
+	deserialized_bytes += sizeof(int);
+
+	// extract parent task id
+	this->parentTask = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+$TASK_DESERIALIZE$
+	return deserialized_bytes;
+}
+
+ReusableTask* Task$NAME$::clone() {
+	ReusableTask* retValue = new Task$NAME$();
+	int size = this->size();
+	char *buff = new char[size];
+	this->serialize(buff);
+	retValue->deserialize(buff);
+	delete buff;
+
+	return retValue;
+}
+
+void Task$NAME$::print() {
+$TASK_PRINT$
+}
+
+// Create the task factory
+ReusableTask* $NAME$FactorySegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	return new Task$NAME$(args, inputRt);
+}
+
+// Create the task factory
+ReusableTask* $NAME$FactorySegmentation2() {
+	return new Task$NAME$();
+}
+
+// register factory with the runtime system
+bool registeredSegmentationTask2 = ReusableTask::ReusableTaskFactory::taskRegister("Task$NAME$", 
+	&$NAME$FactorySegmentation1, &$NAME$FactorySegmentation2);
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template
index fd51de9..1d65972 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template
@@ -43,11 +43,7 @@ $OUTPUT_CAST_DR$
 		}
 
 		// Create processing task
-		Task$NAME$ * task = new Task$NAME$($PCB_TASK_PARAMS$);
-
-		this->executeTask(task);
-
-
+$EXEC_TASK$
 	}else{
 		std::cout << __FILE__ << ":" << __LINE__ <<" RT == NULL" << std::endl;
 	}
@@ -68,31 +64,4 @@ bool registered$NAME$ = PipelineComponentBase::ComponentFactory::componentRegist
 /*********************************** Task functions ***********************************/
 /**************************************************************************************/
 
-Task$NAME$::Task$NAME$($TASK_PARAMS$) {
-	
-$TASK_ARGS$
-	
-}
-
-Task$NAME$::~Task$NAME$() {
-$INPUT_DR_DELETE$
-}
-
-bool Task$NAME$::run(int procType, int tid) {
-	
-$INPUT_MAT_DR$
-
-$OUTPUT_MAT_DR$
-
-	uint64_t t1 = Util::ClockGetTimeProfile();
-
-	std::cout << "Task$NAME$ executing." << std::endl;	
-
-	$CMD$;
-	
-$OUTPUT_DR_RETURN$
-
-	uint64_t t2 = Util::ClockGetTimeProfile();
-
-	std::cout << "Task $NAME$ time elapsed: "<< t2-t1 << std::endl;
-}
+$TASKS$
\ No newline at end of file

From 80633e569e19912ccd5e677f52620a091ba0a8f8 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 30 Aug 2016 11:45:17 -0300
Subject: [PATCH 27/87] Source code generation implementation finished.
 Generated code compiles but isn't running propperly. Header code generation
 not yet implemented.

---
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp | 218 ++++++++++++--
 .../examples/PipelineRTFS-NS-Diff-FGO/gen/gen | Bin 470671 -> 492209 bytes
 .../PipelineRTFS-NS-Diff-FGO/gen/gen.cpp      | 271 ++++++++----------
 .../gen/segmentation_desc                     |  93 ++++--
 .../gen/source_task_template                  |  14 +-
 .../gen/source_template                       |  38 +--
 6 files changed, 407 insertions(+), 227 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index 73f7f59..b8f8199 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -41,35 +41,193 @@ class Segmentation : public RTPipelineComponentBase {
 };
 
 // Task1Segmentation header
-class Task1Segmentation: public ReusableTask {
-friend class Task2Segmentation;
+class TaskSegmentation0: public ReusableTask {
+friend class TaskSegmentation1;
 private:
 
-	// all other variables
+	// all parameters
 	unsigned char blue;
 	unsigned char green;
 	unsigned char red;
 	double T1;
 	double T2;
+	
+	// intertask arguments
+	std::vector<cv::Mat> *bgr;
+	cv::Mat *rbc;
+
+public:
+
+	// data regions
+	DenseDataRegion2D* normalized_rt_temp;
+
+	TaskSegmentation0() {};
+	TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* inputRt);
+
+	virtual ~TaskSegmentation0();
+
+	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
+
+	bool reusable(ReusableTask* t);
+	void updateDR(RegionTemplate* rt);
+	void updateInterStageArgs(ReusableTask* t);
+	void resolveDependencies(ReusableTask* t);
+
+	int serialize(char *buff);
+	int deserialize(char *buff);
+	ReusableTask* clone();
+	int size();
+
+	void print();
+};
+
+// Task2Segmentation header
+class TaskSegmentation1: public ReusableTask {
+friend class TaskSegmentation2;
+private:
+
+	// all parameters
+	int reconConnectivity;
+	
+	// intertask arguments
+	std::vector<cv::Mat> **bgr;
+	cv::Mat* rc;
+	cv::Mat* rc_recon;
+	cv::Mat* rc_open;
+
+	// forward intertask arguments
+	cv::Mat **rbc_fw;
+
+public:
+
+	// data regions
+
+	TaskSegmentation1() {};
+	TaskSegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt);
+
+	virtual ~TaskSegmentation1();
+
+	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
+
+	bool reusable(ReusableTask* t);
+	void updateDR(RegionTemplate* rt);
+	void updateInterStageArgs(ReusableTask* t);
+	void resolveDependencies(ReusableTask* t);
+
+	int serialize(char *buff);
+	int deserialize(char *buff);
+	ReusableTask* clone();
+	int size();
+
+	void print();
+};
+
+// TaskSegmentation2 header
+class TaskSegmentation2: public ReusableTask {
+friend class TaskSegmentation3;
+private:
+
+	// all parameters
+	int fillHolesConnectivity;
 	unsigned char G1;
+	
+	// intertask arguments
+	cv::Mat** rc;
+	cv::Mat** rc_recon;
+	cv::Mat** rc_open;
+	cv::Mat* bw1;
+	cv::Mat* diffIm;
+
+	// forward intertask arguments
+	cv::Mat **rbc_fw;
+
+public:
+
+	// data regions
+
+	TaskSegmentation2() {};
+	TaskSegmentation2(list<ArgumentBase*> args, RegionTemplate* inputRt);
+
+	virtual ~TaskSegmentation2();
+
+	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
+
+	bool reusable(ReusableTask* t);
+	void updateDR(RegionTemplate* rt);
+	void updateInterStageArgs(ReusableTask* t);
+	void resolveDependencies(ReusableTask* t);
+
+	int serialize(char *buff);
+	int deserialize(char *buff);
+	ReusableTask* clone();
+	int size();
+
+	void print();
+};
+
+// TaskSegmentation3 header
+class TaskSegmentation3: public ReusableTask {
+friend class TaskSegmentation4;
+private:
+
+	// all parameters
 	int minSize;
 	int maxSize;
+	
+	// intertask arguments
+	cv::Mat** bw1;
+	cv::Mat* bw1_t;
+
+	// forward intertask arguments
+	cv::Mat **rbc_fw;
+	cv::Mat **diffIm_fw;
+
+public:
+
+	// data regions
+
+	TaskSegmentation3() {};
+	TaskSegmentation3(list<ArgumentBase*> args, RegionTemplate* inputRt);
+
+	virtual ~TaskSegmentation3();
+
+	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
+
+	bool reusable(ReusableTask* t);
+	void updateDR(RegionTemplate* rt);
+	void updateInterStageArgs(ReusableTask* t);
+	void resolveDependencies(ReusableTask* t);
+
+	int serialize(char *buff);
+	int deserialize(char *buff);
+	ReusableTask* clone();
+	int size();
+
+	void print();
+};
+
+// TaskSegmentation4 header
+class TaskSegmentation4: public ReusableTask {
+friend class TaskSegmentation5;
+private:
+
+	// all parameters
 	unsigned char G2;
-	int fillHolesConnectivity;
-	int reconConnectivity;
 	
 	// intertask arguments
-	cv::Mat *seg_open;
+	cv::Mat** diffIm;
+	cv::Mat** bw1_t;
+	cv::Mat** rbc;
+	cv::Mat* seg_open;
 
 public:
 
 	// data regions
-	DenseDataRegion2D* normalized_rt_temp;
 
-	Task1Segmentation() {};
-	Task1Segmentation(list<ArgumentBase*> args, RegionTemplate* inputRt);
+	TaskSegmentation4() {};
+	TaskSegmentation4(list<ArgumentBase*> args, RegionTemplate* inputRt);
 
-	virtual ~Task1Segmentation();
+	virtual ~TaskSegmentation4();
 
 	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
 
@@ -86,28 +244,31 @@ friend class Task2Segmentation;
 	void print();
 };
 
-// Task2Segmentation header
-class Task2Segmentation: public ReusableTask {
-friend class Task3Segmentation;
+// Task5Segmentation5 header
+class TaskSegmentation5: public ReusableTask {
+friend class TaskSegmentation6;
 private:
 
-	// all other variables
+	// all parameters
 	int minSizePl;
 	int watershedConnectivity;
-
+	
 	// intertask arguments
-	cv::Mat **seg_open;
-	cv::Mat *seg_nonoverlap;
+	cv::Mat** seg_open;
+	cv::Mat* seg_nonoverlap;
+
+	// forward intertask arguments
+	cv::Mat **seg_open_fw;
 
 public:
 
 	// data regions
 	DenseDataRegion2D* normalized_rt_temp;
 
-	Task2Segmentation() {};
-	Task2Segmentation(list<ArgumentBase*> args, RegionTemplate* inputRt);
+	TaskSegmentation5() {};
+	TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* inputRt);
 
-	virtual ~Task2Segmentation();
+	virtual ~TaskSegmentation5();
 
 	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
 
@@ -124,27 +285,28 @@ friend class Task3Segmentation;
 	void print();
 };
 
-// Task3Segmentation header
-class Task3Segmentation: public ReusableTask {
+// TaskSegmentation6 header
+class TaskSegmentation6: public ReusableTask {
 private:
 
-	// all other variables
+	// all parameters
 	int minSizeSeg;
 	int maxSizeSeg;
 	int fillHolesConnectivity;
-
+	
 	// intertask arguments
-	cv::Mat **seg_nonoverlap;
+	cv::Mat** seg_open;
+	cv::Mat** seg_nonoverlap;
 
 public:
 
 	// data regions
 	DenseDataRegion2D* segmented_rt_temp;
 
-	Task3Segmentation() {};
-	Task3Segmentation(list<ArgumentBase*> args, RegionTemplate* inputRt);
+	TaskSegmentation6() {};
+	TaskSegmentation6(list<ArgumentBase*> args, RegionTemplate* inputRt);
 
-	virtual ~Task3Segmentation();
+	virtual ~TaskSegmentation6();
 
 	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen
index a0fd153692f9213a8e35f5e2d927935a75465aa3..45ba7bd01c0701b30a7c89847c7fef443eba9bfe 100755
GIT binary patch
literal 492209
zcmdqKd3=*q_CNj<MQ|J9j<{tI6-ULe3gQx$YEY0!K|#f)l(NVcX$y#3uw;f>qj8DD
zj9Wx!+%@BhQEN~%s52UMMsXR<I4+5xM%>Ur`JL@P_cU!jpZR?M{MDDF@Avzhd(J&~
zdG3>>$>r7KPw7@w<(Qvt&PfiU%s@X;{IBD99@~*H{^NIsJ3GU_hd2j1I|1%a94e^!
zJ3MZcrp;qdQXOXpc*GWmcVl9BH$VMi9uH(1BJhvN5Fas~{qf7M{CL9MoTqto953nU
zhq<nOfc3Qx%p~4C7NpVMCPDGT^w2LaetGdTkB;PT9*sLj!T%?VKDnD85Mn<*IAiHw
z`-ryq6a1uUCjQ><I;;>rj_L6D^w9(z^Jx6e1V7C4zx^?JPLg<)>JpIr%_G(ke~z6$
zcgC<G$IhR5%>20vo0lE4Z1}Kah7B3exM;v2>bD1M(Du|brl2{M2lML<|6|U3!~fVr
z)EEBg<kzk}{f|40eQ3?<;U7Qv(x9csp1ucYjqpE)?*acOV%K{IR(0QLRaJK<;&rM}
zGe1r6%M$p1Dg1vC{C^4jZ+<R=UoMCLSHS;Q2)R-odpvo;LT66*KX?D=!$)>q5wG2_
zVwX4CuKRh{&2RR5uiuW}-+s}!d5`z6{>S(cTiOo%{kHnq-k-nSd5@P@HNIZ|;B$Mg
z-fhe+_0PP}Yvn<oN^@O4tlimh_UuA=9g5Kve>DtDSNxe!%&z!-pqO3pKU9c&KFss3
z>?c5>yW+dUAa%vxw_DeIszN(&!60_k&dU|@tlFh(dz@F^F6wzm1wK`wzt>f0|Je%m
zUsV{dH5KY`V+H=A3jCicjPHdN>iJ8Balf!a`>#QLx~l(k73|Ncz<*zXKY7=#+b>jz
z`%Z;<^-zU&o~tl_{1xhRb%i`1sZi$;71rJ23UU8cA@1M`^YFe3<CU#Yhx;q!({uN(
z>-@V4{he4LAKVwanh#ql)ZbGf&uc5xVN!*B?x<k@QU&`{E7Yx5g>iYILfrxt*88^=
z+8<D1U%I$L`^ze{^JRtk_GN|szFmReTp@10Li-<8=x?Y(`-fH7_x7&Peyqa$xu?QD
z`Dul?8!Pl{aE1KmR+!H%73?Qh;LoU#=kyBW{_hIodsBseEvnG3*DBQWsS549SYcca
zsjwcusj$AbSLp8%73>eMkk5q`>Y1;w9_LiZ^MeZQKVG43$5i02tT0{|RN!Y+$Y(@_
zeEw3wzDI>|+_%DbJzAmt$19A><rT)|vI_QpuCN~0R2Z*074jSj<Ji~P-C4EO4=p;*
zUG%TxOq4o=2Ka^HhrVL}=bxBARn!4+9r?A>$MHWllNda=;m@yO9U;Hr5$2~d?R+8a
zd{i}tm_blq{JBE-@Lr<`8~y_rU(B;SZbYtMai5>;%|Fwmp59|R@;MlnJs_XEB~O@U
z^s`9vPfDKsh2Kl+A1Z4<0rr^B70XAHrK!U;VBZzL8pZ|VdLNbgNPnk*J=P~E`I!3L
zEAuB+R(}WX!y21r)*p2g-g^ymYHMdNShTRVv8irxQ*EtNd)kuPNe#2-Ha0aZ9y7nL
zv9Y1isU0_YLha0k#X?V>FlPRug$<MIX3TG3t!t$=+%#u#L*2~Uc?}oU*28a2V1CXS
zr`I$NZCDU)x~O^y1g~FKS6erK{-SzNYa5o;H-ww!E?S6oHH||clklKnwG(O^8=7k8
zH!PgpG^e(1;mq2`IdzLMdi4TjIM4@%iyLOmtZS;nrrj1s)YeG&>IDlXonBKnuD+V(
zx|(Xh(7|(Rng$K8oiwAiX>mgXG%}-Ze%-?QhT2(+7S}c`u4`-v)-(;Y1`8L>Y^a?9
z^rRZ77&sp{yP*kgYa7PZgWbS-NDo@7o7>a~p(tMUBoGFJ%iQ`}s4Wy@!MMq_lYO<-
zHOJLXs+lpaW=L(#(AvoZffxd9Qe74|Kmivm<y;32#%?SMLn)#8#_C{w4G^R)nh)@l
zNi~aVYN=z;r6H;cO#?^Rz;hSQmhcr*9XpW92MHfnTT2;0UuW_tNnOVbG=+m<3XiW2
zo?cIxG!37-sF5l&WZc5JP0|t$`H;rB%NxwF466%=8y3z~Z48^cu(4rrQ}qJV61M7&
zjVk@j2AD|;8WuJMPw#q2Fb|A3Ypw*KIReb^`nqsk{al`RFgfNz5hu+Q^Pw|faxXOf
zwj(`vp$S(h8jV!Ad2vJSlDUhUn(O96iwl?X#B?ja2x|UcR36HT)1-DB6mcR{XaUSK
zs%zuGK`_{~YG8JTO&!60LA{#MSP~iQ|1#oWNX)bbtAVRO`K&WwF+s<c)y<f@WFSt1
zdfW<Xn=T4B)XrTvYY|Sf4h6Aw`X7b`JcjU0Tr{ilB&;4<KYvjp&y|{{`Hkbit!zo@
z)r1|z)l@$jmd?;xcm9|;<`Q$4$#zjTNuh{lw`g2i7lyWRLpbCATuL+9Yj8Qvr2;|n
zU97UMvX{MJSZz(y@Y<S&rdf06&mUJa*j>*<>tToHk(xO_$oaZsjT_2;H@k2}LB~4H
zu$rbJupa0CpR<Kt&a9(!%I3@<m_LnkyP7t3al**R{yk>kH~`hvlWS`R)vEbSTW5#5
z;x=c;uLkx{8mq?6yCXDMGm!Vk#^V+@!0xhyt{1dkp|iDc#i^fz-cXa{>K82t*DY>v
zH?l@di8C6gGOB3`cUdIf<6#@8al~C5wx_}9IE+$&5X1QTW#$?!==wzqVd$Fcn<y6a
z1`6PYgG-VRu0Kob7SF7m3s>X1Cb$?i)y*zX8OM~109z(+!+3?W)4DtqRyqjFg%d>E
z|0z@rl%jf~TqOUms}a(ndaLW0yVFbF7~5QC<PzVoc=4je?z(lyzi}80BVI+^S%br+
zr%Tfa_XII^5LFslAK_lt`5Hqf2=@{{qr#OP24j+3UjMsY%cKdTF&M9HvZp}tN8$0N
zcFtTlK|v{lI%C)@&9!+^*L%g##WQC#&oZs4O|3%_Iv#7r4C-p`!j;;c6LeyLjbJEm
z$Gn9?oGv#28N*q4G;-_9GY&2pW@-!^;f~^>*>K9SgGe)guCI2@;TaImRd6DMmKN6G
zzpx3_FKTY0-~OL=&Y`$-;&F*C8(r+YosMGW;$e?sr*}AuL0gmI`eUaRHQwcM1gdF|
z4ekLE8#t?D1GTf4EvpSTEN)!1ux>saM{1Y&zzRnPhONt8@V}dYFu1s+y4v1hi~HZ^
z*}^86V{mJ*fbR<6<S`53?0UHHAT`jbow9H#oT=bU-q^gL0mXW@Z4ATJr)icmYY`k-
zV6woiMEyKCrOvCJRX2CO1CuK}WAQu?@NNQbG7Jl=U8WYC{g=&cauzf!s9z9vnie&~
z@o=%Tq;a9Nj6(P#XBHg{oCS2h;50VY*Dag{&BMA{j8W?6EOuszhn&Z;$pwp+z#*y@
z^Od`t1$A>5Iyjx3Q^$;{9X!D2oH~Bo=rOf}1`HZ7)ct+n5cgO4ZR%7o9%4)c88ZV1
zJ7cC!9W{Df?Z5$pxdB%2Ca+tk|8{U0t?vM@bnO7IdZ9g9FlO)WF3Z@oiZ<qV<HZ&`
zkq7^dR{UEJdc+vWz)iOBsB&y$i8eh|Hm1Fu#bXzF+?5`yz_JQ{!+-HV6QLU+<S|ct
zt*^>C3hq(O>odW_FM>Pbot@p``D&vdsPyJObKwrYr?Zc%@8ASP_k+U?*WL(s!n-)X
z1|8end+uELt%q~8VD{fZ`FDp5*cKj~=;cSk9sjP*FtMMx_4j~xa>fd-C*0ks5&Y&u
z^WYhg9i171n~uB=o(kyZEC7r@`G@#E9g=c-5yStO=Lf*q!ROS?k9mFrd3;^c{FwWF
z<gYL!Jeuc8kjK|D&5wB=0QnX}!lQY<0{Kf7@1!_Sc-n;OVWgglheEhN9>w!WveaAg
zIGfCmSMeCz{Pb5m*2w($6puNXpW%u(&$*!HS3FD*_a~ruc<RLc2`U~Yocl9X@i492
zpOE5ZXi1x+_+Po!juTcqz9wycmMLDpjuKJ)Ud9+6S1BG}`!+vu#qVQCcwDXceHEWn
z{C<kRTk-fByZK2eet$#4<66b{QG7=62Pl4n;>~+9P|hj-AZ5Q%@dqnDuXudT*8CI{
z?=>VmmK6VM#cx%7U&T9rvGe~>#rITvKgD|#f0*KXEB<iBdli3#;`=M!JXeUaPw_`8
z`{9cJjpF@^*Y9HpDE??=A5{D?il3_Z0g4YP{#eD&QM^y_VZ{$p{4&MkYo6vOqWB?(
zgvV8iAFBAc;)f}Iwc?Lcd{Xhl6@RzlM<_m}_~RA7R`DYhpHch?ir=946BVCR{7H)6
zsQ8l=pI1D-Z^ir+6z?}AJeCyC&w#VIRq>;hz4Nf0|6>&2Q}HVm?@|0%#rIZxwc@>s
zKSlBV6>pyVM%kzMfU+O1_;HH&EB-Xa2NZw0;)9AGulT8opP=}V;?Ge09K{C}A6ERC
zieIMqNs5mszDDt@6hB$<amDjHrC408__LIKQt@Xi{%*ya*9=fjDSn!=U#s|Y6rWN2
zxr*PQ`12H>Q~Y$rZ&dvGiq9(^-<M^63W~2aBs`WBA5#2Q#b2y=M_#YNvqqibdn$g0
z;ysG5SA1{9^NM28tM~?G-(T^w6z@~~Y{d^({2aym6+c(;0mWaS_@LtFDSoQr=PN#>
z_yvleqxgl24=a9=;+H8ttoVrHFI4<0#V=NTpk;H<LOqODpk;l}=N)JJ&~u{wob895
z2mkgu#1FqArV17F+u`T1Nr>^NU(69c4KW^Riy6YB5$}LFMfiBcJ0eaJ9)uW=uEjXv
z-yp^#YcWE&FJhcN#W3MMh<hRq5#AFq9!-lu!n+{GBWcl3xEo?TiWYr@e_9C`kDx^_
z;Vp>q=vnj-{v0tLIg1YAj}YT6MzQn@5Qn{s7;k}!dBSfX#-nI4NBCvLcmyqG2tS7y
zkDkR8;WT1Aau$<>A4ZHv&0?JJy@>IMS&R@~gBXvN#W3MNBE}<SF+}(}#CVh}1_@t@
z7>|%eKjAA7<I%C`BfK0j9vO>X!iy2(QL*SDd;wxSA{HIOGZ5p^uvq#T`+p8%FXBAm
zNr>?%Sj-VV4KW@8iy6YB5g&>;MfiBc{SYS!4?>Jby<(j3ZxG`VuNWcR7x58@!-V@F
z?vFS`cu&MfA`TMX1u-7sihjb~5FdruNBE}}z<6XUdI@hqj7PPihw$f!@rYJ*2!Dha
zk7mWvHX47#cqA+43BQ4OAmSY1ml5O9te7GE9AZ3@6;p)Mi18>^OcH(=F&@E+al-c^
z#-mp;LU;{gJaQGog#U;bk6OhL;p-6N5vv#^d?jK$S{40-uRx4Ps-lnZa>RI)DtZYo
zMvO<OqKEJWi1FxDbO_Htj7O$o=|437i2aE3geM`!qfjwN_%y_L1S)0-k48KOaf<Nq
zi1BDsOcEZ17>_i?IN{$Q#-mIzLbxyDQxS&=_dy&$93s3Y;&F(Bgm*!F8e%`;Ziw-S
zQuGo2=?cJjG%0!sZ$XSllA?$3=ZNtrQgjG^gm@z2(oZ!0i1A2L%oBbCF&;&VIl?a^
z#v@2EL-;wwc=RZy2&WO_k)xO-{4ioXY82yy??sG9jADfF8pL?CD256D5iuSqiXp<+
zA;zObF-Z7I#CU`#`Uziw7>^D`AK~SQ@yJm05?+iLj|xQ(;R_Js5uxZ1o`D#T0L9Xe
zH2#P~i1UOeA;wF4F-Q0`#CS<BW(bc)T#q<K_;|#42`?rI4?>KW?qZzqZxG`pyBHzd
z7x8SwVZwb7;{~V~BD^Q!xrl>=cR_psVn5+-i02{p5&mffV7vquy@a<Q#!GL}L-=#V
zc*!j~gg-)zm)c@!D~&&5yu=psgx^4nm)2qq@W3y|wZ49Sp!K6b%g3eQ<Z;=IbM_b~
zkX;u(3m>u@2l<`CQYh@V@i<;<18v=lm-cf4(M(gf?K!&W#`VwIyWm1SC2&j<9s(^}
ze-&u`WXS<*AsV^tG5uK-w&!Q{I%Fl1&h+PJ;m-hr+fknqSn(w_u<n-~pn*VZDX^|^
za-izP!0W#>?c=t#t7)y*A=pl@LtvFgPTU{XkJG%z6mTpogaS-|vHMOyReke3o(G=Y
z2!DVPXgS$w?!M`I@N*mc8XdOhrWcokPdtuj)a07Lip|cBj??<gHdtGM*2hZlFf-7$
z<6*d=2U@EO12Zk8?a*|1`x#KVXYmQT!oE<jc6^IZpfy`~61JtMu&>1{ps7GCiu*JQ
zxZek234*aG?q=<CvG^c81`R077a?pmx*J$fJHLg0+Xx0$2V#4_fMlR8ipd44a)CCd
z*W=C!$26b&KiULZGF50dvw5&<2UJ(>c_0-`FVOlHCRg}=`}P(JU)2`H!n72sMiTCI
zO#@WVwaym)2~!N_O0OF-D>F?;s|tM!f?J{ALmO0~QBPC<PKM)`YNYoMV0(d7<~;y`
z*63<XCl<v^0;bdeDFw38xT#PaD`G4C7FMP$wu+og!F}ZWD!QKnD+kQ+0t5qsLi>D)
zcY6j~O0XpHs0wdj*Te^!7{ibo%@&3*G(+7T$FnWLS;sI<aHVuwDS_`WftIb?dnKSy
zy`rPIipG0UfqIj~ys$u+^7LpG=7n4!_L!GjM29Dh#Ur1?(<aefLFx54J+zdnpz)Pa
zY#|m6k_#7u$Mxz1s+{(P?j$~wD*YUoQtPcR23p@PY}VuUA!gl*7StG9ysRyr;li?<
zEgTF@K8vT6!VTYnYa0(E^yW`&M?H*6<^TN*^pIK)VXB<tx7Vv~M{`z){tks`n0uv!
zM?BPBX0nCPTA`C(D8aM9JB7(G<3_cv2hRw3#xPd;N=ku7=J{vQJ;rJ@56O>(&5}p$
zHtd9WLMQw<31bOPflMXoC$N$+VX}qc9pR7U#+gGaKXIen=WJmU!zA@ITj&qzLsMpE
zd;!Y_pjXs(Fdp@E6%VjS$a|1%*;duOQ=ArA>&8Iagu=|g;N55!>$UPYa3~%F{{&i}
zS8en7Z^X%VI1Mz4era?vG`a~kXXJds`4wjp+zt9#yaN*=)1a8{gQl~Y%LzAORh6^p
zWac8meeo^W?Z+I}9+P=Vg$aw@3uq_lgoOKx;*!D@VU`#>lj1#T$K||Y*Q|U!!qov6
zfZ{<4`@$SAd<}U7R;<VC!?~l*oBljrGVp?NH{47HTA!Ip={|;se3<C?&~9e-&QF<{
z9VR2%Px@R7q!?Z!OCX;%h7oJ{b)2R^oS1Ckg0CS!ESeN}F2HPb4j?ExoDnb?X?3-<
zdL_5oMpnFNzk2{y#Vw*=;6_c^s26ioWZKt=;r4H~Z^z9YCjpyg3nPJB`ChM;VBRV4
z9-RYUf`Lt4zJAhlH)8{L<G?v&VhI%5|0MCd^X$))6hn)2nj~7e^I&O%2dmLI8u1>|
z8&ZUfNr1s@-9nH809?)x1L085Ls(Y8ah#_v;G_4eejMrcqhzBVe+>;A-lRfSD6~H(
z{WuY3AS8tMv#`~mMfxq<k2|QB307sCX~qOOQxYK4bvzL$0KkVCat7JL9ROQs#H-qF
z!Rb-nsiw79{A^*yomI|==X+g87ov4&2>T0W2HG!Q67&iD3Sc%mA8cr@-HMm(vQiyP
ztv=UARy@~Q?^AQ_mnY1S`>9dtSg)(8RLHn<?Rv-`=30U_A&LK5iRaqET?GCUH>?AD
zFtC|xQ8#eh2EH){fy;VuUgw6g_o^P8;5HPr4Nbs?V$l#Xv4j$~JwQVpW&!o~4`db`
z2WL_6iI5aSi!>iXXg1#h*L6^n>=<VwvgK>hde&1cpjkR^=TI%F307q|snokc387gM
zV1O_EiXcS+xR4=-$rfrEhA{@HL53lLqZkGS4q_M=cqqcM(pEiAgRjSE{yl1p{`DB?
zkY9;fp^Ue*bsnR&Y^WPL6dN)-+G@9<jBV&1Y$z7ZAp;wW6{g-#rOuNOLtPKV-aJhB
zWE-wyHX>Udh>@)0lXJM3;UWERI}mR@fo&&PjrwfR7G7E;KyAPM0^Oq&1>h$PIZU?j
z7DGxM)GR~pLbkA$A*BZDJpfy1{lUt|#accL%OAxuXA5(ZYUK~cs~%k2DZ^}GZ)!8}
zi%@B}tbh;A%(*zS+3JnB2hcJ7*-xRrg+ZHvZmrHkG`<vO3(tNISLt&CvFZ$l8--J^
zZ9*;(o05TMy;v}A@d*l+AjWvp*q_fmW7BNmH4GuG-GTLMo01R2CTs*QCr#aqv^iKe
zuasn9zlB`CmxZ?$6M=g<JQf*)UBEz^Xr+-!M5uDEg^1%h)iCdqe(D3IddDW4+u5`f
zsFyylXs?>ecX^zDg1llelq9?~{?bD<5lMi8<yDi9awRxmw(tT;i8!YbvS}Qsd~(zg
zN+XDA^prFLRK^5(#bPLROk*^sK?0;PO*MH8r@;ZUg_AgqB&AUuk?ZYh81{e+(|DUh
z7<1TDa#&BEQzEcrknfnlx(BHaBtQZiReSgI6o63KLWcN+mzHF8Qlj@!)~`~!Sb^$z
zdtV7XjzcG5=EOV39Y=Ai<Jfq;YUVf&3K6n}(>W-u6Y3+4{-27}WwMyYL81NXRJ%`t
z{+-+~lL@JgLH|xyi0TwJ{-tW>IaT(zfRC%y`6Ai5m+2=M(l9_PcQd5P0q_qDX+8tI
zk|E7tfENQSF2oBe9oSPilt9l!y2_>VLQeqNoTqcbjZj=hxWmx>IXW2Q1>7UM%CD5E
zBiv5~+hj@HKLxJX;=23A^fjc%x^znDwW@`raCa&$B3xW?Vc{-OTu8V%iVF%iS#fdU
z{J<6AN+YH7;5>%X9jQzm;r3BnUfin`mlN)b&ulR=!o8!ol5j5oS3KSg?UgVOT2tP0
zFU4{Ah4wbOa}&GYmfKAMI~XUw=(Di-tm_sOdSbcT!R%(XgJaQ+o{FKlWY%x*a<|W*
z=dd~=Sgrqj3O%l+$;S)tb0qlIj{EQ=ThrS58;S$jnpVuy%9<?N*gAu4-{y+us*)|V
zxtzV&EmfRXDqOEPv#=&AE-q7bq~gpHJ3?_`vD*tcxtrX8Rg;WXtjF8ObM4(^PnzD(
zY$dnHXhFa;eSqAP>{D>-!OxR;C|BBm{(1$F_TXOqZyHaZbY>VszrZ6H1_ky82+uYG
zf)RI$`(OqVbF6G%r*ceq;t;I(SpV>CaNrs*`VnqUA!?Lz8qPT((>_rQpZ>(&Lb7SL
zu=Qg;*8dGBTv^~(;S3L*)qzJ~U~{a0kag&K*am)f1r;NL3_L%B@uy1s=lHA_Cn<&&
z=~X1r(WXCL01~W5{b<CukpF-bAqELBu})z~0RSGy5Ch?~>kqKFp^MH`b?(gkTUBTN
z1@{>|vPm0yON2U;LI$4yg9o=W-`xiVi$yae#n2+1vYk1XE-ZY|g=g&0h&$7h(<L`Z
z_adGR6ae4_3^{{r;aq_5<S%%`X%ZjGN9bruI$P*-qdHAKjnlV{?s^0ED*1XNbtQ+b
z!1;$B<nrB23-*njutU7;2P^^OY;_9fBp);1g1!}A`4{%1dM%{EYb0BknukrnJ!ZZO
zGYn34cgry|k5TxT8Kj;ih%w$YQGfUd6N<7aoQnx^7AIh>+NP|f>vpXAZfR;L((0HA
zCw%IS9N?+dYcW&lOf@FO=iU++x+lVCC{)714K@}-$?X?S$S3|pBTNE}&8w=(H9St_
z3eqDaNj2qgO=;|+eA;Q`=|qTEtM*T2RSe@ayqpGI$V`DK4IigL0>nC1HF*H1L9QSj
z&1v|!8h*NPP#P_HTMb?>l!gz}*eYo}#Lnd9o{xEyDUEyXq-vlKuCt74@&+D44hYXL
zla%mt8X=p;whwI@DN3Ev2x1yLPa6Zv57sZIL0<0pSf$aI(?B0IA3?Ery6nzra6owe
zn<RcdfUb8`ie)N?qiqgh%%P9ua3^`{^RY_c_B*H!=zs~VRqb8HLlZ$hNqizlMW{~7
z>i_8jTY(2DU913{kB^qnM{?+-oR3x9BPlLlrpKtD`*Bc+kS!bqJRVgkD&PaiPPU(H
zVK;^}FrfZS$+&l&Uo!M!#-M)4&?7Jhuz0I`{0j;FB+>`DbX@2)K%1j#M7XOJ7Zz?g
zaK#VYqf|!ddS#jtZldCn!i@y32v;PSIdH<_S<rZ4l~aUg8<=zV6_0giyAPol#gVRE
zNt!JD)6Jaip5UT6+qo<oKrim-x_N~DOSxNw-Mpe-i*9s{rPG;D=;h^Z<JiqF`Z?%!
zBVNtOEhzMua<@I%EhPG(sLx;@Gf{h$`+NWufucolu(!Mq4sx`kJFtHtp$~#7woan;
zdRH_XRko0FIXnGsR$Nf(yGn6>;hGfZ6E37UuW;iP=Mio=aB{T!0*fFStyqs|Id!y~
zdH@#jnYFkHw?3Alhs53V5KH1iTa>kIA^HwLnN5HCv*To=>%jmog~g4{&<fmIwk43_
zE4u%7;M$_tq<b>DVGUeATj9mJYA6`(J9jVR%P)qCO-aG}28A}(rL@1JAzc68qtJA^
zJ|BK>qtNg)0W4|<E@Rx*tI5t0`<jT+5{6*I!5lPCK@->jUg$`t(A#)3WhPtL{4N?$
zAWY_;1o`H;>I0N8@2CfwabG*XNF^M@p@3sBh5`4JHWKs+JeHwfpqF7#;2sP^0=prU
znhuez(SJMDluN?L;QMZX1KjbVds&AJBGd|%ec)0mdl(sbVG$nECzCz(|1sXn*&g~&
z10Rh`5|_SB9Y_jX$S@_amSIL<kYP^XD291~gBX?s9?H<6+Y)%bkD*6kcZObp-@nCm
z6!;mywp(!el^5s`cuElqzx!2H4!lbMURR(OxL0n5-O5ZPc*{XF1ugOXh~C<HBE19q
zDW8Mm6p_mKd2>~VCPHo#qq}J0Mz;ySZQ?Fy0)hvTftUE<p?#E$+`TxT;U<D5Y#YXk
z40(l2Swnh+1vE?7+CePg`hzFy**nfgWXs<Bv3G{`6zgQo`VZ`%V*$<55!?E8q$XIU
zxi4$$8lJHvK+#h?XcPtD?F>0gws0N82*v=lg<)7=6T_gu28MotXE6*3Je6Tw;Bba1
zfk!gTBa9_-FiYBBl`5aYbtsV(LyL6L_LIjTL26r+H%1!zv$;hQAoUGA8z}(5Cjn-o
z8z2ttkJn6~vA`#L^cH#0%|Mqe=L>J4d8U{1`|#>xyLsXCOrvAtyxgBg-Q0W*WF6-X
zKI^~}dNkhTlm+T(8lo+m-dNG70~KzTL~NiM9cTmV5Xfr-y|b8Ra|xbZ(H$LfQ|FGZ
zGVR;=-@wb0Zb#=B-Nt_tb<@#+8$Sopq@&X?epyEkF%8*3SL#69Z|c<13s5&N+<eG7
zbTn=QmEbsqs|%S}LJ8dyG}NK83Jm&V=L-DR1h$EN4X--76_{moTY=Y6Hx)R=P0Vi-
zI~x-#tH42~Asc9w4)pUMJ5^u~>ZSt!WF7kJ*g#)~sRACZfD(4Nfhyo-0d@D~#f>-*
z;5jamVrY^6+OD;eZXq?uj(#>GTi%fxSP!!vVx6p6uVy{M0-B}2wXNrIvB56S-bpqh
zTlVh3-We9qEWOQouVL>zd*|4QY}xxI)*W05@QNJkWX<|Ltb0h0p;@}yIb-08LKobz
ztoqoS)>AA-wye)%-Ot`=mj0FX-ig&9d*kK?*9o#^?_Kd)1TO@$H=3pQx856gOd{+Z
zW+Sp?@2^--vL0uhtXY4J^%M(emOjR|egUZoQrn_*qU0@Uzc(<=C<(A(u6msyMFDsb
zLk<JyKZYTU0qVI7g967h^b0(Zp-<odh8}^3FmwcZ81hJE3snqxVB!3q<0Nr7A@08!
zMg;zyVOZb`41)q6XXq1n7elYW)eJoXTNye6moxMWoX0RE@H~b|ffE?U1)jt(C-7K?
zC4pXsUg`cG48sDuF^miR<~8Vd*<SKGJf%iYe%ig{ge%pi^%tYtP3u6^&0caX>oD{g
zib5CDHS=jNLB@Tv#o>^Pd1DWo!uvuXA$()cTkzih^2COlz&5cvT2*4bjcyZbLEY@8
zTNBhVNGyV{i}5Vo851k3z-w%%uh7TqKo1$+2I`{&UE>A{+Ca&9odeA>4cQ*O4)0HM
zuMejf-3Iy#>ZV7ByMeqm&~aS^`WfyQ%Eok#4)jl>+du&w=o!|bbR~QlflK%51)Y0z
zgK5b2Xgj<c&h1f?(QTj)Q8zuB>;}r%Kn-04I?6O;1Kp?t?P_!zXo(KA3E$$`itj3o
z+d$jqcJ9%0Y^W#0F*?v1quW5c>p)kyfkHOW^<4y-W*V|RTK`*Bx)DaVf$l`zlx}}F
zkk1DCO&5Vm*L9i<=juQ?quW3ub)XdMP&&s3S~sV2>3(M#vOU@YZzy&r!)&A5KyRRK
zdUUEAC}($)sTc^JHb({y`naJCq^l8JHLj=2V2Pv{TBOgg7pir9YVlys@P2rDh><N{
z<_dDEVFAt3bFFs^tA6&T3ddqzMC^Sp>p}KLv-C3SUCnBky+dq7w(LEh^#}`SmQGsl
z9;_zWJI+RA%iaT6PqBbz=~t}xOI(#4duP~)Y}vcSdY%O|OTTBm+gNpQe}Q8U8<8!0
zKg_y^^cb3@f3V&YSoN_tZBlUTLB!rotozv;&C+|H>mHhVu^M9UARCb_dk<qh%mSLF
zkG0;fUq`bc&fXC=B3t&}%6gIoG)o7p_w}SESe2)C=t|~)2`dpL0Zt5m*+7t@09?b6
z!(<EBGYnx2P**ba3v6cS6F7^ZN8s5E9f1LcTzYu^pCOGZwEP=}Jgo5iH^U?j7pS{2
zj0pTWOF4%He#tN>@I!`vfjNd=f$JE01U}4=ml3@GlOZimh<gLWT!GVwGIYdu2}7U2
z*$hJhr!tHS9LF#t@OXwLfk!d)O05oL7!<fW!-&9NUW9bYF8S}{TPg7sU%OSE3a{t7
zTh-G>w_DW_sGF_oX4Y|H;5%se0{K9F=RL8}G-LyP0I#*WfohCy1GS@W0u6Qpg>9g*
zT?E?2G-Lxc>p-8wlV#Ln8)%9S^fK$vBfkyw-i*#Yy4^Hn1MQ{*tuVR`wE1$?qdGT`
z#|B#5MWErPAsgrpY{)!u(%a}ZP>T+<6<!?SOMaea0xjpAy9o3e8|uk$ybkn`(QTkU
zI?y$4pp*@itb^!qCPpTfK%spBZ8xxLuA-ePM^X$e(o5`4wDZ+`Rbxj=Jr*Nd-p72b
zJ6Jq;k{i9Rw%)JA$lFV5f+`H}7o|eejp-KFee8{9>HDlVm}1gF_V%+8*>dbhSr4&*
zX6bd-dm^h5_71ZV*|PT%*5fRoS^9nJy$7o)_D-@9*|PU=)-x=iS^5X-{U+5k!D^JB
zf2IMCJdbsXk^o!O*Uu58C;&fV$YHXDHyK7S2B_;9h6FywFevcP41EHB&(JGy6+=hh
zMGSGcu;mLF^02~5h9ONBP{%V&iSdaHX)1s^fT2fPK7^rPpod{tU=_opz%A<_e%W4_
zgOh*RUO4g+wa!vTx6}Us)Xf$ZXB~>1qbOAN+s~)zpGO9cZSc_E>pZ;DXA5_>@&qR-
zh8AfrNi;!sX+t$pA~ovZleoOQK7pyj4G9X+N`HnF0O0-%IfHCrmoEBQfMa@DKWi>l
z{oG)5+t0zMn||KSI^^KN_nUH7PfmwM%L;nAX~=F|pD$N|YK?9Ky^OjEbg~;LkMHv2
zK*25o?Q0scfmY~1-@`G!Y|pRLf!<;rdX%z(K0B{-j~*}$*+9K@pqSBZkG5W<dbGd|
z6tRIW>mtxt(~u4H5H@7?{C-Bafv(Ykc60*;ZJ>R+2=pHQrDMkfz$rS=Q%1Le4%dNh
zVjW87wSn$Gw{z(hn}%$U{t2&Ex;>g?bQ|ay)XiiV<OV9?8-#f>jOilK&ZZ$7s7VJZ
zuIw}!ChI^iu?{`T*g)@|)44}U(~u3cs}2+~y6w>>cy-e4QOFGxw}CF~BG7TBAsc87
zHe@Elenz)}uF!#gXrUfMk3u$3&n^PJ%7*#?FhU1<(C9YM{yNarZXllxblbGfrE4$^
z*&gMVs2)`t-3CgbZYINFZXm}78is*jQ$hxAbm5_Ws%*6*R`O|pq!?PHXV|UwHu$4m
zaP+eyr4IMFi1>>8BI`l+Mzi#M>s`lcn7u=6M7Hd`iuDK!XqH}Py$@wI$=-1`B3t%8
zjr9}@XqHY{?@zd2Irh%55!tf$ZtR_B0nO51TJO8q+rfnkR~j}VTlRjHbr0z=G)r%{
z-g8;?u{W)LxW`4r-f`Cb?2Tq=&vf@5_b66F>>XqyvSsf{tcO`ZvvkmUf6+oC7H97W
z8<8!0@6Fyx7SJrc+Im04-Wm2zu@Tv__gk#zSU|IMyY;@1)e?K>*@$e}do}A0{Vhfe
z&C+@6J(yK5sR_D(!eNuHqjcFnhjkx&qgnb_=et$=?g}~-up0H)L&2ISaSWp*z$sua
zh7<+hjtn_Ww(#9rGNvAY`YA*1LbmWWL#hs_8yIqV;PqdIaqKpz_c9C%yoq5*;8hI$
z0xxCg6S$C}M_?^OM_`a4Pe=HBCWbWAA?_fCJk_&>Lm4J<3WK^g!-&A{48sDye}cLn
z6!;lKzrc+Qy#ili=n<G^=m@-zp-<q=3_}8A4C4YXW0(=Rh+#=!h@n@ye<s7Az|jmN
z0tYip3GBx(FK{1*G`XM}J0UDPntgmJT@v(8KM`JEbuTIFjczyKV^KF7@SUu~l*@mO
zHK()gV>O+3`io6NcBlUoUSD+soojR(=ta~`ppkB%lnpe#i$HsthHRiqb)YS9R4+RN
zPS=6nU>$lCv4Q?QsdJC+F%8*3d+R{0Mz=lsc9H7QTsKhA23p=lAirtI2D%R$GM9a?
z(QTkM9msJ5d2OIQx(M_(obJocfTMMwCyZ_b_0@rX&pMQ@RB|W7-Dh?#-9pol?a@06
zRgcavx()Os>Si(wa06v*pp&}@)ZH{>1BG><PvFpAHW`9C&<m_XkK#7aTfxpfy4f^j
z1NG2>E-||8(Ps-(kIr)gg>0Y&T?86z8nS_I#fHpe*vsfP&}BN%H*jc&9z&0OHqee;
z1bUeb_0BL<2fEkjHqbsg(3NhW68>Q(?+iCh>|DA!(~#}aU+1eHjWW6obU*55GW^;N
zl(B&ZbrEPQ9Lme4cfAg@(dahN7#(OW>o^%~pqI|*+@otuL$*gh%~L&EWON(oUDQpF
zCc1$_Hc+UGK!=-#Y@lm(pq-3v16`;CeF}$mnG8124--1~=ovQDlcB#3bc@k#pq@I=
zrEVa{2D-Y7K$A^FwnxvxtDo-l9%6JG=r+_%>GpO5<>)L$*Q3L_2($@qBg!VjSvt@w
zMz?{6=|K0f4wE5i13f*ybLp-y4cQ)j0WV6rJ(^*38|ZJSn;wmJ1BGp%nl1wEZyK_J
zR_Z`MHcO9fpqV<*JFG*G{5H_%r-Ktb0g4Q~c@rMmkECO0w(!LgI(vsmilIe%ggv3w
zEF(3-j+A;VMz(x9Ue0=)z0oWku-^Nynqu!H8<8!0pTK&C1vJz5ac?iB*m?HOu@Tv_
z_b;rMSU|J%G8_93ta@;w!tEnH#K@MtGpu`AK(qAy*85ym{p{^yBeG@hD_9S*fM)6S
z*83n<!|WYmBeG@hv8+c}Kr{V{--kRRN%oGj5!tf$PVAjx0nO4IZS33GJICG`HX>X0
z-oSdE1vJz5koBxOcu|3SNH!u{_P&yJ59u*9OM7bF`<cU7^|Fda>3~&xu<9o@LDwy~
zFGs{}4`4mW-e{IyX1!mcx9&&7>>XkwvSsfQ>k$^vEFHDpZLB8QJI+RA%ia&Oo?-#b
z(pOpU39RPWJHtj~%ic|_=UG5A9lIB+4xZYerffvE>^+Qi59u*9OW$H+zurWvz{lQn
z^n?3yMC`qlbw7KfSvq6AuV*#H-a$4ZTlP+~9%cc}(k1IXh1EEFN7#sL+4~aKlPsWF
zx^Kvx4g0a0Veb?hku7_l#CnbeG}Ev5ztc$lF0pr>jmVb09rkwUbA4iHmL6tf-$dRC
zR-;~fXC1f~M<GfA+)O=r4?&6o@Lq--CR@0PA@u;%s~B<@;PYP?#xXTe7cvYBtYsJy
z7-Z-dIEtZ9;2?$`frm151n$j{r%blcogvLei2MEB)CHc7@R@B4lQ_*l-N-N^@Fj*}
zfoX<8f%h@=3%r@3S73~xN8n`)9f6A&@?McGgc#B`1ZkYfkoTc%VKl=e?k}JYW*8CJ
zk6~EgJ`95bcVg%l_`_Y)eXqa*Lyy3B81lZKExgQ-E-4WADTaJa$rkQsn8FJRsJAeT
z3%r_PMBwENLjuDLg97Uq`UOs67#28&VN&1_hB<+UF?6I0`!e(i?7=W3aO<C``*DFq
zh8cnHGAs#vg`rP|>}iG}fe$c@3%r$KM&LCJO9CSdy)s2FWEd1UgJDEq4a1bcu?+J9
zhaxO{LSrwu2Pr$(T^3Tut#9B&Pr5w?osYWtoBB6dhn4QZ4T5i5J|0b{AY|OXsh<PE
z&AT_*6kf^u6Tf@&wjQtrl_j>^1h&VsPij?S=NR24_5$kW9C*B&nAawDIw$7iy$l8Y
zF-Wg1#GNp~YLx$+i4Me<K%US;5@5c5aVJ4;H(U4sVOjQ1!)d;(tVihVZ#KHkzK72K
z64oJT*k&Ia1&x*ksxb}OGPT1?r|xliu+eRxTTwS<+RF{(w}JX$AUMTRnGz_p`)SM1
z7LJ%tSBnryF|<fm+p9rr0jUvoq}1UQi-@l!kFp+TZ#2`NjW?0h1glXW{S6q^f7=~Y
za1x;Y3m8%qfaf#hFxkRHhCzx7pMS~FFK{5ku)w|u%S!6NeM{Nc&6}=Dnuoi9vL$gk
z>ZYU_)}eqoib7p@{p8ML_j}Wj9lLHi&{Ct@vHR#e73gd?P|^mPgMr`$S!Cdo7~rA(
zJQ=%r@PW=CWk`ylMS7MUyVv34ok7jBBc&dTku8tiR@O`Gjb`bv^}e3e1glZM9XtOT
z8aonTu>Nv8L5c!!4MPqC?|);M!Wf{gWSA7#%rGZ#7Q(Wz8;kGu?D(?mL+7fo>t}RZ
z(rZvRW49ygP=`2v9wTpO`<&Ey?B1K*DbOi8&{IaYfezP!Zekq*g>0bvPwX6Mv1!Oo
zl7F6~dNj%CHqbMun;s2v1Nm&AF<k`O*)(JWHR(XbS<+)0XtECU66??-#|C=$1aN|D
z12S-P2oLU`{`?a@jvOQ}NinoYud?%L%v@6a>`1A@Jq#kAjTf*UWN$P}zihp`vl?da
z5F3##dmqhugatH97p!*{J{TP`OR{&IjmVb0zhphd0-B|J)VZheR#FqJM)}WPX$u&3
z8x|o-0!;3^ZY4-j0Ip`pVc_#W8HO<isLL4!1<qsW7kC~+ufPcmJpxZ+=m<QPp--Tf
zVMyQ}4C4a30W7|^H`JqSp}jY=^ZcKxrsY#cx3lGN)XlWKiFK$)hC)$=?mwPpOAZ<M
z@I!cLKY$9GEj-jfW0EH+h8FtDy${W$1grYW{oE~7WD=l^gBel)fc+R^AT07e2+R8U
zO?{_+o`1IL=bJ{i{X7YE)6Yj(hklkQ3iWgS2<oSUpWO>Lsvx*~bap27(?e1WE%Ya5
z9s?ig4<4*WgLapF_h#xR3DA?%8Bzd%Cotp;vV~(1mi2R2(+|7)mz<^gxe4F*h#RZz
z=UJ$me!jvw^fO4GNKE~Fe>gam1zKYovVnHjfvzyR4fMqn6=;SV$ZG>NVjwu6QPmPC
zv>zlBXGuL3)K5|jEz*bC#ri&%JH(EZI{c*^B3|k{@U#oFH=60cWxJKU6Rbv4b~sMI
ziH3s&sQ=S{BuG&JKERN}WDB=4^ikAo;Tncsff0s5ffphyE9pdht7ylIUV5?`yJL-R
zOZrFD&Dix~9SRtsC^UB7<EW%@WMT;v+J{O>51m0JO_CHti}abcq^(r&1gjnPKkf+$
zP=&kxKt-Vd09P}_K)4oL0TyTAr=*v4b_U#ily&xR@Uo_R;2mvr+t~+DH=XUvI&?Ng
zp{TQihf!xU+#?k9?(zinH^HjjU1oC5BtXvpSWP|RcC&>S5te0tCmiz2vhSs{Uukrk
z{a5hHqx;8lGg*i1!}vkpd_HL&O4&z{flm^%!j)4y*RQXMVAo#^BbXP&x*6SOus~<<
z5xz0Am0l3Dfxa0+8Q^EFLk2!8teMg|gCw`0UmV$0XAm*E&0rI}R_Tsl$j!j9fiA=h
z%8GrQX~=eU4K`%Dx}VW)peuBsAK);~UCr64(v!QIr>T-a!To!pU2ADwlt_x9Mfx1O
zE-nm_>fstu>hSh!wB@a4HS1o|V`!FMWW5Ko8f0%Sbc}4-`yAFo?2TsWChPqjXBKDg
z2pf?tdmqT&Nfyv7z07()LEZ^g_20J4yb;GcN&?RR1VM@d@I{6kCR=!dA*O~4{BDL`
zfq!7=5qKp-E)RVECqpVa_|9jD#mA<mGjzUVcm_kiz>^vJ1o{|81pb;~Sm2%r%cfBY
z&h2Gu_FQ<m)SX5-quXgT5_PlVq*#YS<tYm7IO_&>p0B?%4cYm+1zyE;1I;$N4fF=;
zCeW#Fpp*?X6$8O33mN!30(fx$j^Nz$Xh!BpilIe%jUDxM(|I<tBc%?1M}UauOo4Uh
zdu%vXLhpO6cMGWrR`vVoeK(+elmr;N+pi~x?l_d!G2}4t`5z1^c~F}ero^~`A*BZD
zSqRI<ZV23=l#ShO@am>p(!GstOL{r#=8u!VoksqUum}6e`)zk0mDEc;PblHhAeGF=
z0_yD#QAx6eug)RKPf`pm(ofoIO`(xUu&Up*-i^CR0(7zQI;s{0063E&2EyV^VaN%=
z=RYDWt4BZXkKTK)8L#TGqtR_W7NKtH@iCm?c}px&P@2o%4WN2BKVWhRCEPg?I$f5*
z8g4;nu)EIS3ZvT$zBpZFFvHCtWix2x3^K^TB)3A}E;8_%2zHsZVFYtoaExv<n1{Mq
zW_dW@a}6Rk(AUQRS=QAj*id)1uMYHkquW5;bfBefpr8%33IoBj2HaH?+S_H0wc+I+
zP6i~!&?23)bL{JBq{i8iQiqSVM#Ss6H_y-{d!t!;i}ikly>slHVI#6-?{`_xvw&u4
zXNG%E+{~(nX9!P}7}>J-&8&M#kD*!m5bJ#$sR>r~yEi|+2FE)}0?vPi6b0ZZ3^@#Z
z{wYK10jT{Mau?w5KNw=SaVhP>Ff8ytS5u&nz|9PU0{_V{BJfp)8G+9-ObJXeq#8h=
z+ZmQby$)g7Gz!D*PuU*!UO>&)pwaC#dJ1*3W__$fp>kMX-or*6MbjwHBcg=T>7Cc?
zmvFaGmccZg!K+5M8H~^wJjgm^5VsjT`y0w2$r&hNVHX+9HxcZbefv~ZgYibU89afy
zS+hsG8H8*GCt?O=#ooa*WCJbKf&Pteq3n1ce1;D6JnPU^pAGc)BdM!??kWoH{b+i_
zyM`yzstl48Lks<`kQ2}170r&6I(*<4B3?H$S&y)H7`>0P>t;J1zTrNHy_0N2w(Na4
zduLccv$WrOuVe2Ld*|7RY}vcOy0aCRMhwmLnr$I9!K!{;*mo7$M@hi>-$sz40KASN
zhk@%qLre`<WfQ}Qzy^k4foCxc3OtpeU*K?tK7mIv3<>PRFez|XhH-)0uB0UM0>5CG
z6ZiqbvT5`*+((qHm?Nsye7)J|cE0vN-OSfZScgLSvA(=!V@GtJuQjG2J73$!sz8H{
zZUfzlx(T$G8^~h=^}|50uhP&aP-u_Hd_7_k%_$#AF|<gx**O!d;n~cNlsbGwE+U>Y
zkFp+O?;v_#Z@njynqW2R`_%3DwpRERu6fiDy#B)w-Emf&&yd5w>pu*=qWT$n1P)~A
z7uXkI3q7X=9~_M(Dj&#i@QsljpIbS9jH>UOq{H_djZ_~j-S=Vqu(!WLa}N9zKi>zc
zQZ_;8ot+)q-3i;hRqA}PiHoi9r@DPQ8g%ozE8c-XUQm@Vb%hRM^ADqOL&kmGwY18<
z?#ia{`NzQFr{*l};&s<<Ca|4Q3ox)r>?642pn}-MCZKL6)N`yuVkw*0oBhD4tO9>9
z4cS0D>OdD6-3Iy?UYB$OO>+Z9Y@iD;5L{-EfoH9-5ax-%1$Y#Mn^lrxXpw%<&b>GJ
z=$>ImN<9`MTb{W;v7TdZG}F(^CP+=N8qL`!0!ROjW-bXZRUi2+L5c$KPKF#NTSzdB
zV+>G#%P=BvDZ`Y&IS9*2dJ5dSlug#Z_|@1QZggAHYf(32w-f77r94HUNwwdhSkeSB
z^kJ{W_JVz&*W<liQ@D~vc~a4b9G4~b0G#m466>uKiy7S}w)JF{*aFre8h#zEY=@Wi
zg+|K)jWrF~N%asmWM*$aquW5&=s-KVfl9Ul`(PlrWMOEyzX8FWRJ|wAq{1(~g^M6s
zq}SU?b=euDdfAabT{cFxJgHjbev!S=Ed8qW_Oo}8z5Q(D!w2@B&3cFhG)w=(dUqo=
z!D^I0UzJAgp_Q0xlmwV%UWOC};2sP)Ot#RCp_ig&3*WSmuSej=3>|_0V91q&=YJUb
zMSTKbv3Ix5TVedPPLtz5@cN`XW?`e-F?$bnGi!saL!UAfih5b+?L0Y-Fb&zsah(p-
z!{|29VjbwSag-<o3fn+i5248sK?a_Dg$H+X{O2?p{y0f7v`D{a2dHj5sY!N}$w9U}
zyt8<CQ|ygqdU71f-Z}Qpuo2m^_i3!>SwJ(rUwwi{Y*^Ez>dA546*Rykz--uoAw>cB
z?Fv#k41E6=!z8u>>RSxs0<#Pw0@pGO3%rM6M&KV2maXMwa0^kkY5W_mvhKW?YIHkX
z&!cYU#c<YPxJnd-=Eb;!X}IuPxp6In(Ecfn34Ch8I2sWA0&iT)@StA=c$fw=!K!`{
zpq6_=0#qRvLH8&H0Jx4JX8_-S2(b9(?hvS~vu$t_QP$b-;nh&Lv-6B@JNp*u<~(pZ
z>k!$C`SXGCyo0E-$g~%vmwCv*ybp^_vxNhJ!}CBN{AP=?#I~H$DY5A~u{Vrv6FU)g
zGYSv04vG0}V$UB)iTRO%*9$N|^Fr^7r_v|{Ns6I`{@Tf-X^axA>QQ*-aw<CsQ1;Up
zQUHJ>8Db!usYfF$>*p?}A9izShL>sG0r(t_=QKdJpHomb{d}2q=x2zc&}@6}0PJUi
z7<=t}6Q<IO)Jryn_rG4&IiZV8K%3CV!&O4ljBXQJkGe@{gqu*xCUhDmRMvBkX~+h;
zSO+S>{X$vK&qdulzmQ`cdLFic{?!M29*rOa+oBcD^Ha~`ETHbbBjlB8l9D9F&_aL3
z;Xs}k8Foyu5!v#NH<k4q3uva_TlUQ<*mi=|Xvm(>l9ytJQ4(Nk?7@(t0PMz)!@%|L
z5;Bfs3{XF27!mjnhGBs(GE5140%2L{6L91&TlLOyYK)tWZpSzeFIBo@JcV`0KlmR^
zi6-5w{X38G(WW6g#=pmg%(-YcquW4BQ8#0}8BXSqC<OA@KtK1UG4>(@Z%VMjvXh|L
zWnI0OThLF2?xQof(&#pW@8ES!x2qSp8RV&;)YXeQgAy`uIfDmxGF>)?CX++S#n3{3
z_V34IN%e8++=Cd|@?_eTr=p*|(M*3F{-4=9#NI(RB3t(U8|z^f&`iHTK8Mr<tMVcG
z)SG=S#%@GOfZ6ri<pe1Tz@-d141E6&Lm$Qfbs9rQ;Asr0FrbcP$d!ZrkD*tL4`S#M
z_$!7%f!i;FOP05bJH?G~f-jrAV}__Xwbtl%L=Q#XY*4FNhaRUW6xHCKeLGLyMW!J;
zdEXtZ0!=i!4U|UR1Ul9Y6tRK)7zpkZk%2o!cyP~cV@A>BNRkvoi}Y9a+;-1sQZwvG
zsl%NjA|Cu4>pAvDGkq+dM{0sqeW%zP$_)9C03+7Aj37k;xSSz}f$x827^kS&!g&lM
z0w*v`2|Nj5*=jrxZhFeb?stP!Nw=LOx-IE!)J;j>XB`sGQxqDzFZRZgCWx_DyH8*t
z_IliDDOJ%|v#>q9{=1aV91nJJM{t>mZU?+LP-S<%(QS4wp>DD}$<3~0vzy4-5o5DE
z6|#HL!EbwD(`=y^BvxLoFW@$ytX%lIs=Iyu&FD6v;X0uQScfS5UGr3~_PwCdvT<2y
z8nQkA3SMn=1I;wL4fGo7rsrebK+ZPk244`SU?AAJk%2d1!h<{2r{YcxXGW4@Xp!z&
z@4jr)elqWp>?pS=WXn_id0r@f_V%H-x_^zZcZj{I<M7@pMC^SR>tXgrGkuFPn$!fV
z`WEG@X6#0k1Xvj%h7<+hnG87${QV0<A4P@t|1tCm?8nd}a36+_z?~Qd1^&=f;r=xT
zHyve@W8|@F%u+_TV|D=QX3XNOL!WXKiYCYHdvu;0vrR*Ga=bA>1v=H}HqgVUn?Ogn
zfg(20a0~?dATqEI!h<_GMxMa?AW1Q_NbhSW$L%MQnqo(p97#kxynp85&9FC`>B&*g
z-g)-Uu@Tv__m!-dSU@wqiylU5f>k{^-e{!BK?2N%F$^gRz#$AdOtx?s!xY8<bzg=_
zfjt<;1#VqTEk^_v8Ri7O3$TTr@rCD+vHax=`#!i=D4Qhv!YjG%!fqoSKIi^0^*nO6
zNHLRiT7`TmCVkyCQu^zzm&4?Q;Uh~}8}@j+j`KvO{ZJY_`1_SbVBFzL3l9gSu<wOH
z<Chk~-RsZzD}2%<Skjjk(sx}Qh6|z%zK<z31;0GaLq_!JJ2z331Tn^&rtxSF&!+JF
zCx(Epal^KMhxN5zT9}k+6G6Jemlk@lH*ot%;i%R3!?u|?^_&v&f<^mC>10n%iM-&Q
z<LGQMqm;W1<(-dOh1Y*oW?yj9957q>g`y>VoJP>5F-4`ZvrWT~X`Cu)te|!i<ORE5
zr!+1eLTQiyMY&EjIg8WafN=ifH2j=K*rxF+4yP3L3YxT3jS!|WP15*@oyiOSBBxUt
z-wviUNPskURcU-kJ&1C^Y@tNa5<yNQZqqnbrSTt1ozjS48gnF#Moxpg;9I6TrLln1
zAOX@?shXV1X>h=7VJ@c;;xtk=jm$z@jV7B$64O{FX>4X^@`AHlr!+ntMAaYx()d|5
z`8xF=$^qf?KS@f^f`k3rrZGbKd_k#GH8PmSDoLY((;zSSQ=3j{)N&dmKpIO_lc#YS
z91uSLlhcTEHA*&(hZopt%(7|ZF^#JwjStwFykaqwI<AzB1F0G$KpJ1ECZDGs&^Q0$
zlKwkMi4>>7-#kYP_9*4^A*D{$aDIU_ZkII9<}}C)o_+(VV;X028YDohIjYGMI1Tev
zcM~{`45#74miQoa=X_g@sWuHSrtzqxkz;4_f_<Y?8ZY~(8YDm(|58mpMm=!9C-Oy-
z5;;yIXwx`I`Mgf4Q#JgU#(GI(9H&8Euy1rqV+^N30;F+{YH|Rl!2z>{lR1q%rxCVk
z+&Irx<20K_2-A35(s+)Y$qV+4PH8-SEbklCDt!K}YVt1XfqdgJeE%m&i4vy~w`ufJ
zKF?F?yl-F{pGq1dISulHeWOzvLpco+pc>;<lU`1P17-^YISu+;Sh(@DX{@@yR^tSl
zMiSHbUeb7!oyiOKjZSGiIDq#JYBgJUK{fdY>VX7=zkeqwL7zki`-V-UO8GoSsq?;p
zX>^;3Cv*7w4Nil+VBhGJ#u1zb31EJbYI09bg9F0nzi}G$XZvsmWYbta*H&YIO(TzK
z>?LXZnVrcC_Ki+yB#+^JgIb06|Eeb2s0R`-Tez8|1ij)9=ZftRn-}aib8H%SQR=*J
zfJOV^lExvN26@50fzBN+^!sxfBtSKMDvcdE4Gsu@|HEnU_a#MrHjViz4X;hZi)mEJ
z*8;DWK2ZD^N*&X<?r7dOsMT!Y9@XTf)B_2aEnH1f!Xx_zInXZp$!uGVKTzttZ-7Pn
zV5!C)oJNr1$Ncml$2mIo?8<470M+QL()gZSqvQ%w4^G3u>w)>sPfBAU3DFR>&0n48
zm*~6l^*hYb(IR~|Nfdh#?cmiBIH<~ZQjsAa_?MC^91UX=BIy~{>3DL2j<)G9i~3xZ
z;(Y!+f=go({T}6Z;r!2#QU!GgL+TR1!x-`#P2l{`kUzr$`p=M-C>U>@#UuJDJOC^*
zr0opgy9{ZQ1^5a>+WG-L&5$lg03TqO!T|<&E5oF~YZ%4_Mi_<#UdS*ca0bJmz#4{r
zfnyo^1P*2B6?iy9kHGyH(v2Ks)srC&6u=)F@CFBOJmCfhA7DIE@X&6)b@b(<@dgL>
zd3Z_|zEShK%*sr!=#Q=RJ<HV@RQkcxD@G25Wk6p-oJ4L7G;6*-m%hyPS|Ex(V<g|v
z3eSI8JNIi>XQAoWeNB7hJ_rV__>$q|3r^wrPc%K*rE{Nh<@>2tGs1ZkmlST>OgGDD
zM7V<D!ovMsaY5lSit`J1zv4o|tyWxIxRr`a2^R*gxY8@Vj+TU;rcCp~Rio)N*ECh&
zUJp>FN#Xh^E+X7ciVF$1rQTK|DBK5%^9%Q~;(WqAt~ifyYZT`QceUd3pK;F16_*ii
zmf}*vO;TJ$xRVqY7VbBS3ktWd;(Wq&Q=C`0FK5^qc!YabagJ~=D$Xz5!-@+DcdO!(
z!d<DjxNu7pmlJM=;!47up*XM9^mxUEg*#kvapCp^u6X#tW_D$S{!bmyy<9r^IgiT6
zK$~wbj|-PmTv)iL6&DijZpHb9yFqb2;UbFj2sdAGj&M^ImoIXDV-=SZ&ZoGPa0e<b
zDO^v*MTGknE+nSEVd3(M3kvsF#rcI>t2nQ4cPh>!TwHM_DgPyk%L_M0aXH~8E6$Pj
z{EG7lceLU{!u3{MT(}(-ml3X1Yim#v?tR61Wjr=0E-2iiii-%B1g`k#0q%_3#6#Dr
zOjE)&D=scvo#G<GO;B7&xDkpA3U`>|e8TOaIInO&pKrVD2v<~GNxJe6#pQ%sr?`x8
z4=64r+#eK|7cQzekHo!Daem>ZD=sYDIK?G}8wy-;Tpv^FlF$b$)4XuIC@v@5_tU|B
z7uVhQC6CmHK$}J3748+qIl?`mxY8Hwdxzq3!d;`djBpn#E-Bn>#l?lIQCwKKlNA>d
z?kL6ih1*YYKH+vyoJY8?&a?e>gnLhM`OVz7tm1OQJ)*djaJMNgDO{W4BEl_ITv)hz
z#RY|%s5rlHBNgWr?g+(sgxgDTj&R%0wf*%8w@Gm!;oeqUT)5{Iml5tE#g&A+NpW7O
z>F*R56s}Qm5#eeTmlE!D#pQ)NPH`TYlZOIVJZ?X;BAhKebh|0j($~ywJ;#<IC)~%1
z%LtcKTvE8F6&DxoZpDR#yFqaw;UbFj3pZbJKH;V+&LiAd#W}+H6qhe?-wsq<PPm?m
zO9}VwG+TqDaCyZ=g!`-F!osapTu`_>73UW&t~jr7mnhC7+#JO@!cA6O{wwaAUvW9%
zj#gYsxZa9O3b&);BEprX+8Ts~dtY%u;WjAFFWjSw^9q+#oJY8;6jzd|x=e9-;btl>
zBV15%DdA2~TwJ*Rii-%hx8g#=If@GkxA|;a1HW(^6&Dt6z2cI>r4*MF?q<a~QiD~B
z^9k3axR7um#l?jiuegkG!xdK&uAkz3GKV~h3kkRFEZg6>a0SI>g!{YVO2TCn=an^h
zzv6<ztyWw_xRr`a2^UseUbypsD~9(p+n7hTv1+8JxwKE{0jdSBaDC8pfNL5TdIx11
z5$>xgwiqGd-cwvqxUAy*!abt6uyD5lSA1j-lYB|&RmwCkT$AE5!i5x<5^lWWlEMvF
zTu!)tz!itPp;O=Rma)4sO$ztpWZUbAaGxkHEZpmg3kvs);{3whqd2c{3B`GYTcJ2d
zxCM&y2{%n~A>pbO7Z+|IaK&nmsdirIKFTyF+)j$i2)CsM+;?)_J>PQ0-UHg40UhD8
ziYtlxBj}#(Wuk}0^k!um5^j~^{K7RU&L><*abDrZD=sM9aNvsL-Ox#)f2~a8!tJiO
zh;Tnn0{7ir_l(dV0c|>-67E$r{peSwlgaP6Mo%cyxNvtUE+pJFiVF&NvEsbK%~qU8
zxEjTkB%PBLmly6R#pQ(CPjQa4w}ayR!hLn7?Xpj}_Y@ZqE~~h(aE}02%;MYM>Ahgi
z_gtErm1#*#S1B$hT$AE5!i5x<5^lWW^1=-Vt~lNe?U&HMR;E7Tc2}HNxF3VI*B;?M
z0j~JtZl*WhAGkNKYE$9Tipz`ppB0xA?mERKg}Y2~ap5jdTv)iX6c-Y1wBmxo4NzP}
zxIT)@2)C2sQo?PSXv^S8-#$=WN$g$*uK2;OrZmo0F3ls_RNQY<Tt>Jy#ifK>s<?=7
z^@<A%H&Jmx;YKRXFWeD|^9i??;zGi0Kf`u8DcmN-#f5uYae3jMS6oiGhkz?Szl$kN
zNJ_I>nFfVhsW_i-Va0icJ5O;Q;R1^D3pWI~V!#a@7WyEh2fB1l=$%vx8R51}P{k1L
z1I5LKds%T2;T~69O1L$^6(8T(6eBNm8`8JAbm&K(K255Hpl~6@`Ggy<IInQS73UGI
zpW+<hJc=txI@`wEUi-za09<ifPd9U+Ust9%;hs@kO1OIzmlQ6cxVUgD6c-V0f#Sl#
zO;cP(xN6{v)7%t2KXDZYC{stcK8h=e`%dWI$94CL=~t%%y@N{!h299Xxf1$?Tdz2u
za4B?Ok8dZZOF&5IKOp^pOXq~XLbZ?)ZlU6m!kweIxNxT^E+X6@#f61CSaB)gb^)$<
zu$xZ!KU}(RPP3g13HPDm{KCDWIG=D&D9#b?4#kxu^fijh3wN>Nyy81saUS7n6c-fk
zWZ;T5_?KN&@SM>7m1#z}y%m=f&QV-kxXt5i86v`MR9s59^}rQ3b~mB(LO+1?I+rd9
zeIwHMx^#FO*ZgwTa7eg$it`J1w&HxkjZvIexMLOP5$*uRIl}c&Tu``g0+3=4H^q|B
z?*nb-eqOi@ipvQ1sNzz>B^8$x?kdH_g<Gb$h;TC%mlG}sTyf@(rskfXxr!sKDZl-)
zCr*q0uANux_9(Z@LmA+m3_j7nJ{8=)-oZ5Q7y4bGr2^diJ?s_~J&kT@*DWOU9p!F|
z*)1%33%a$qZV{p9m%EK*x47uz(QUlzmK1tux!aEHmJ)p*blb;u%Lx6;DP?{88`KC&
zk`w&{(2F17pE1w^%L|<?ce|0@N}}I|Zg;tE&M!Pr@p89XcJqiHMz^r*<`sHcxm$mB
z^NBtJ-A1@>exdu8yW#jk--4odL$_|OTS(|l)nz5Y@ddZA=&yiYe5J~iBqH>q<!(5>
z;1(DC26Vf@bxR6;X}KGYFSw;dpN?+RUAK(Tr<A+l_<~zb^uy8ZaMvv_bgyzZ9A9uN
ziT>4CaQg~A*F)}Mwu1`qWY`FFhZTV13vM3K*P`26*Uc;R?d5JbzToB)eFeI$aNYbu
zUr_Fb;|p$ZWT$LSLwy2e$m?;0a)@BQ{Vn0XU1o2^!ApPClA}0Brtao3ZeQhNTA=@m
z^M1;{>lNn_E~Pj}xSJJM`h<N~DK0Nulj3s1g%p<&ZoJ}B!VOnkQn-GKiwoybTv)hm
zqiugf!W9%36z=be^9z?zoKLv>73URhwc<R&tppAR)x0IAS(%vk<<wb@-(}MdCo`Uh
z=1p7h`Onx+>qZ>*udCr#QC6&<3a`7KJN@}7f!0rI0xg^S2U;%$tL9vwtvc5}Pu|q^
zAb8_njKe#6ng#`8)n8#d`(rz?DPMu*#`X)v@&=3}26sapi@)IN!nQ6Kiy2+D^*5Me
zZd=AOpxQbQ+j`iv)go=}+f`e*Ufi~f<+f2aFC1U|D0|N9N@?q5u;|psp}MUb#WJPZ
zS`Qf%;SZg;tu<%!+cPigs;we~b@RGK+M21_T83@CiVIx|_=NTV9`+mf{$AyA3VPgZ
zwgw)SLBPpK_rUD&io{B9t9*eiTjdvQlV``99hHx*@?=K^>m@$7byTQ6+*%YBm>+?b
z_5J_XSr&k;t<wlRf=QcMcDGb*09cw{jfOlr&$4YNchT1DuG;ztEKOVAL%W@4S*okH
z4$y5qDtX<g+PW9p>NLw{cGcEvSW45!=cKLER9oj`Tb*WE@2=Wv(QTPo_RC4Ok9%TU
zdX}B3J<KfotMbT0obp-rSImyb_;&QSbLnBL{H~+2+A0e=DwkQMrlW%Ok~kweDpViN
z;1E>)w^{ZNsq054b}=(1KvCQgct<QZfTfuk??XL`@QDq)&i`e`TeWqpF|E>VeJ+-l
zsJ7zJ)}~91`5V|nGx(<b6O?%!nxCO690WpYau~+4wI61cT{|iVTIFjD*s)r$@%v!o
zFTlp15429%xM>6!z;D^Yqa!iEbMQA`TY&-tdK>Sru(h@+8_VdoPe6J?9xc<{6*9k^
z8mZnIXt{Lj_Ff6NiZtK$Qs+xfwt6!<ZSuEOZw}Pc6-eF$em*wb`g|w;6yV_xi+i<a
zAk~*fY~Q|WhnDKiRh{e(W;=L4DhG$$v3a=A(c77CqwaLrrJy37)=RgwHg9dYbX!&P
z5i20`?T*uY@UxFTHq$9Q0I|}mADQX2BYf6-jNd6tJAV6i?o~UQJ_{EGr;ysdeLG)W
zp}ttct%2-1;IOE86of7P?JW-mS~moK$OT#oRm!%txdis5j*KA44%=&O{<a-niNQ&^
zwQb6`qgr!Mj-yM^miE*DKVB{<MnNX-R!)!m)iz}tc<r21?PDh)>!qHx4xIOS1b=AW
zx~cnG?924$<9JHI%D8=jvd;ihZnuNdJx86(7M_DrQNOz<g-IEvB@@Isb`{=SU}fO<
zKSF7`XbqI*aHGmfO<=|5o_NV^eWoW>@-c@V5?g=SzI}Wvy)AuwYitgXa9%mI*O7F(
z?RDgYNUtNO#Csh%J=yEXhE%U37i4-J*_`Wj<fSmvV|cco8ED(_u>O=~bU1hq%mmt^
z*k~XY?6sB(4MP;D$~}d@OMSix%*%KJN3IXF<^wI6UV(Lm9Rus~I|f>#y`hP0)C>Q5
z!8{x72fz8S^;k7jFxnqr06xwPA6oge4}Wchs4YQv8f}kJ?6zmHA;<)Kxjok!-5X&n
zx)(k`VXlSM)y5<)8VVbTozM;5V^1b+kBL7Q>-9kEPv{oG=P+z5|Di#Nl1<w!*!!7*
z!3R<`n)+=zh&CBF<f~}Rd+!|(y>J;hPnY>+W`{dhy~N;rZk<wqwTJV%&<>Tr8Cs}<
zVEBm3g0>o*3A8SI;JyJ9<0YPXcs`v9P2COL-RSXe^E6B~^m__Wyqc+F)hR`tPZX^A
zSToS*{0{p6jI^}%CO!|+vVN*MrF4k(f_eI^L#!3Z#yZ6E6V)l!he%7T$1rZkSpA`2
z1+)D^=6SFMOdTo>#WLV->r#J%nr-TXgF+m9{=+aV-bU=z9<UD)ZO>d#xbiW8aj1sz
zpa7T42%L;ly%jclcLbucRL#O`**qK)g)ne~&^l!USi&Rxy~+@D#AG%gyc}T_SV6vG
zaTSIbSzTz{-xw_yW^oVNU0{>J39+jBv&f~NIZb_`!!W4T8{BEKoO%d5#LtxErh~yk
z5}-~jr#T7x1nb}n36PS(NPNK?4#V5!F18wmr0adBva$__u|v6j%M)rV76Etu|D|l7
z{D@tlB0;Y3`P73bQL5p{!PHI2yAY_tAu+vqgN$$;O~3*HP1o4_2BI%j#8}ROew#_c
z?b9&PubYpfP<SxMn#jifKTVQ8SVc&(&o-0TR;h1@+mh8kYRag|xKii9L|FwBB?4K&
z|JCq2jmAcL!m&E}6s>>avxOQeWp!%Q(|DzU<4_7#RZ={HAi|O1c&6an7NLc4tuJt!
z@V7JopCY%m2@$Zlb$sjRQj|A9f=fV$8MgAh>Xjb@ITidP*r9R%;SSkP1Zm<WoP@?;
zdQ;Xn^735;f17k0q?ZY_HRr~`RlD`|bU<$Uo<x&Y$eJ>T(Zr6nWO{D;6@`prtY)0V
zE$io;JL<eq(<_v{6%SCj0ZhQvQ<APMrdJ}?0RyK9P<hn5LwmA2cDVXNsAb^L#f)xq
z0?|y<C~n6efGb;1{yos29=Y8q7>z<1nXOp8)Tj_<1x@pgYf4To(6)!$q!Nz7k+r+I
zo3FL@DQoz^+z!@qdQztq<JTrZ@SzlFlZ0F85wXbhh`2XL3HEl|f)yeAS?h$1J1QQS
zz))*Gm%Igo`~O_cM|ko;V_jAAJ){2rqM9w6Lr}N1P|*}zA?^;e!iPoRwK<0O6EqK6
z@jBl&1y^`Rs3l0nU{=Q_WT4{UO?%qzRP>H>OUC0@UC(YP;aOVoLM{c!CBJDLv<n%)
zw}Im1ZN(iG1WG7J39&kaR9R!z<XEIBG?=wqns=I0G8@bsY4dx^W)9C!T&=K%DbPqt
zjrxN-WN%82g23lFfd<#_mi4{uc5G)LtXfF@OzRKs*tf0FH)x$sRkB-9r0NcqwjF3>
z5=pe-8-MH=ts+<+PGH1y@I;@xHfRM{)MXzbgKXiiSVgKUB;_evE2b7;_b^wRd{%28
zO8iz}y7VP`Jkq-{$o@uaFC$@d#R2PxpnGK<km>Yx7tM5>cV@SN9$ZaXWD7UoBkj=e
zRc69HNssyn^;bAlb=4y}1w*N*8`pwcS4Oz~XA2j0I+wkN4CHS1emjydgtFn8`S@Sd
zg^R-1?I27mxUMy4U|Ow(<(nGc3I}F6xn?2H|Bt;lfse9C`o||gAY3NicoI<*ykOT0
z1QixW1_g~r6cs#HL0wm6HKTX{!6A}yj7C?Kbv@#-ySS@sbOiw+42Vorlz2xxh<NNX
z4r&yS=%W0;->UBCn3({+yYK&ff1l6m=OdY?ySl2nx~jUmpRRsJ$5-I7o{arfdds*E
zkSV7|9#`VAaZLP!NPG<od+5~OjM8R4?<J>9AR#ezP!dzWolY=L8>BA7G%-o-3e&+u
zv<0wi4p`jHh31)aP-99&e6@UI$63*vupc2A1fQ8h5STi998AR#`d`UU+z-mXK{TU*
z#(A<o%3~|aFh#q%GSIpaum>AmU!)Cnr(-xICVe=OBx5VGb>FDiMW}U$IEYX@Q@Aa&
z8yJSYar~@r8Y(!$ZJ>y%A>rmL-mznzwP%CAvp=@sVbXuuqM=yOd*Si7ES5)n9mUU4
ziFlL$2Y6L2r2sLUzGX;aST9CfjHfflL0U4{#fY#~U!h379Fb;xc_iM1C3*)e<ngCt
zq^3tlk$56BCce(dsgKItq1+oI#Er$v)pPOGWI_ln9lX5aR7>o^HYyoyA21P)BK|_F
zMewiiD3jsp8W#{qicm^i;9LOb0x;9hf}W5K>O(n=C}S%Iilzp=l^Mqym1tXP7+whp
zeQZAs<K_i<;qP9)-=)6a+yzk>*xVUFW3>+6B-^JB^CBr|FE!ZCh2AX3jYTs7Cy3cw
zxgJd(<L}e9hYPzfV^9B2Wsy#bS@Wi1gu17kiGspi3tu2IgB!A#u;n4H=tK{ho&Q`D
z_w+xOEG5!<0K4|8wK4|;{C0TXO`DcEy<Ir8M7%-v8CTc1E9~7g#%ncF9DbTzB~gzX
z{oWRh@r>`cN}r&`qBAR(a^uL6+&trZhyFm-rn6l@_}=o!MNyKE9psUYTI^tF*HH`d
z7Z3xCjkk`8r$ysM_yr^gaCMmLu{&iP<}x}&pxlLjgAQ{(@HjKDuVvJ5_=MqS2ereM
zFD29FMJtTdX(1@$9~s6KWYU(F6<LkTiF9;Q<jn6vyErQSrCY>-v(4E!a_HM#CrH_Z
zwA}B3Jchug;BAtT#031Wqad+7?mpm~(&Cv9s12bdzS~A<OlpHH=sql<dq_D42qv!W
z7C^vrjU(9cTiL%1E?$!rM_2?OLiltysc<vsz^h}Dlqg%=NR>tiEu0e4f0i9qU=}uI
z${Yon>05N?HAyD^Y|sf4V=WW4I6KX*;EF(SOWmSV^E!N)Xbpl!?Q_LZmb-G%UpF*3
zRvworgD^(naSuO_a>PXD@07E@!3wsDg{^GaeE+q`W)i41k@-uwhPUqy5A;NWJ*1#m
zF5~VH9TCNHD?7!-JeM7w=x+4GTp}G0h^_}%N}u8i1k@#X$>y<Kcr2dT!G#QpZg24k
zp6J|x?I!5j8`wv=|6+Uak_^1cU@uRh)=137nFtEyj^&CCBD8Z+EF*q6e1t2s{yw2m
zAbwpM>?4_(0Etnm_@CjL4CJYPfT5zpo~FGAW-|Nv&;xZq-e>w+!;#o6ShK`YcZxCo
ztx-^kUPOnZC^24wRvO9irLn2WQ1n>zw~<P6G^4~J;RO|kieOOkB)4c}DiVvnk?tVQ
zaRj_o(p$dDHN)!gS^=tw6cx|sZ$!$8Xgx5F>?5Poh&iwy=70jlRn`w6T<}6*!a0t`
z)10uDToJMBJ?kH32IZR32JqQ|UVHK96zYu^e|j^uePe_9Yblf@<aCo$H@Zqmj0Gtf
z#ovfH1MhfztDeh@_{C>SCkT&D*j;~1MF3Jx09$E}_lK<7_HY+H`FZU}UeA`3FxkBB
zv{_zv&Eb{s?eiMImY3HtF0V_4D}E@dy}2zAA@IF{H<Oi!9E^mTq{>Dj<gUFq&2G}g
z&E}Q&Tx$2TsXf5p@}!h<BbJGI_|Z|uRIIz!Y67i`;J08MD<kpM&Z)juh7yBqm)bz|
z%fSQ*{l=0bKDH@y3b?@&u3MvZi&4Rn;W<>-27Q6cgjx%*4~tbE0VUFr22V)3PPiq*
zNnJ{6Oo{Hi{26HIom!18EmiknV=FiU?YoikO1K|4J`2>W!1U9goy0D(3+62_0zJYq
z7*?&GgxQ|DtU!NoM=BoGjiB$iwOt;eu@dt-WAS28-#1-Jw`>D;V`rrzIYvN;JiJbQ
z$_Wj73x;z~<{0ptmY^9U>Nsxa=SokkbDZ~H*0zREGOe?<g<N3#qmZerzwtNayqX&w
zp>(mo)E{A$0mlLflEn9?oOjn#EHbbtPdN>oSFy%l8D3qGISIXkv@pOXMD5Di2tCj_
ztKR4duUx1OudbZBI#jWZ1-%s$S*C}5x*Si2Of#mlDD|TSf@m^=xF3k6Jr`=i$nV7M
zLxE~wsve*NexZ<inVm?ZW8xa$&`6~fsM|8vY8wb$y*LP^oC^sdYR(wWvVT(hC~xqi
z<n-tOTL`qVc96-n)repSwO_Wj%LDs8)bCi*uD$$PuTka2yI6s?X^`!<&V_w%_gvV(
zL|}~RJWQe1n^}zkYpPXhIK!X@m_Bv?X!v636wPKxI2j!X$*rZdNY8!O!?_gWB3ipA
z2=I-KywJ%M%1a`=uc_!+Ynz_D8%F7!itU`iaLL3qycdq<{7HubgmJksG#@y&1zI7S
z_5LSW(QRpHB5pe#2TT~Nq`)cp6%2?)DLJEuTimyg2Z9JHV5PcNS%npq47Y7AZgLW#
z+-0Y9s3W;FjqYNj*otBPt);w{_x?`)nGwzN`gJazQchXG&I8^7^+Aii@n_&=JnnfP
z7jKE{DfB%)Xh=WbgCq56#unju(8P7iSwf%-LR2C;C+64c0cU$IA3xf}fADCH+iokI
zdgjxBQ-2wcKBxYKJmzug%RwXCsVh^)W^nnWD;ZtOsuuB0l;`ljH&$+C=(ka`Be6qZ
zL^!tQT#g$;;Cxlc-MnW=+z+GG49F%>!rzqhDY>P`)gZFz6f=D9YA-P5`cH9~QH0EM
z$1}q>`51l72yBbLErKK5)=w&igj=KU<?9U~|GuNE-?pC`gTUvdoEI>|w5J-n_HWpJ
zGZ4blW#k1c$Ss5wg^t*-yoqUw6eM-$4`+06UoA}5aB25s#<>%jd4Ywge-8RIm++4`
zn>LNCp7=7J>-hW^JnO{UWJI|wO2*V&+60I>g!nz4t0$};lbDFD^iP&@_s!XPjVf2w
zI~BWO1+lse|GZo_CjNOOzE)3bA&$@Nme~dGxzUKF-@eVmO%5>*pqr_g=mg&)2bAt9
zQ97#_-Z+X!u$J4OJE6Y1TtCAR#vDVUKlo)HpyeAcTIYgt{jbo~8Jag3M>ted-V3J9
zIo}z6((p1f!;Pl%mW7M%V&=DTqisiF?c!=jfRC5As5dJayPz-I`_@0|zV3l%1Xpb<
zu~Q0l2<|n;qaTrDw!EVRaqHBNre8gPC2sUMR-1c=njVF;pcaYnN7WtDRZzwmQ$N~-
zHOSScOFLMyn9Pp09U!Ej!fh98IVRRvS=~Y4Q7hHuZuK&!bF8IztT74v_+WtG$Em}s
zuMv36q5?k;h87^WgNq=5-;)1kJIl7<&%?oMK8PN%mf~1r3pjWP^w`5qC86S3cak`z
zgD^|D7+|@uY~A7_32<Sha=BZb&4uN2tPcWQ<l*xGAH;UCmM*cz*6I%SG>i;o|83dV
zW{&FnJE)kTg!c7oysbLCv2yCh(6pZTxA*kGHk{99tlvV+RZ~V;w`#D3=}W%wCV^XS
z-9VT@TV&BotMorP0J<)+?9-00Nc(OAeyabnNc@F(Q!F{Kx-)S5TYQIC6##Y6f<_9@
zAH6-uS7v86!TH#s2S&T_=gQE*kyyBmn-YAN)Oy9*tkokwgF`reElK`%Fn>GZy{Y$x
zL1rzS?1VL;dww5pYUZM5Ww<r8GW=!1%J5hCyCEcy)*;aiW%`f?+3Qx(-Tv$uHG<wD
z$m#2HI!yb=iR~h|lsTBx>NtG8#|yuBF2}QkBZsocR44Iv7x?GElfmPpoQMT4tTPJQ
z(8EBaD(9kz|4D;XWxYPxN8!S&O$KWl{g3Ve*z*MWggMS)MEvm>H*1M}W#zjB&z#F3
z!*IG2IaQTBUi6pyr*k5ObpRyiS8aoZ4+dO|O?Sqkkyi+)(_VM66cP*18)Zu_9%Vo+
z()-}d9O-?_B2#_Cn?^Q<T(`3fxXV>#cLVX?A-%mV@<e%UV!L?l=EV2b8*ayYh;e6$
z?}(m$Ntym^gZ>4?xASW*mX+}KMtts!5Qq-qjn(0YA*t0IogzY;w=-ifQaVoctg0!-
zV*%Nb$AhJICG>SQ8aLq-nR!E%Izt36=q@G@S4K6pGXB1WDxp~84na*fl9R=>uk<_0
zF3u%&3nLyZUyA2XeOPvcvHflKCl(Bkw~@td;9Er#0f@KuP}+EN=1^5m;pc5g&nV~L
z*&Ppft<VuqdIxKC4_74S#oeez7>Yxql-UY&yM=T{b_INmL<CKX;5C3&BK{sIA6Yzq
zq6_#hT9J^HcDu8~5U4@(p46_y+N%-0Z4PtG#mW?4dC`tZ!$ZI;I<~71SE<MT8<e?!
zhlajp3Vh96a9;=R=U{WIc4RzR9ljZa<`&Pdq(bUWR;QKWn>j9X!3JP!=}OEan$^;k
zXq)nzt7~ceTIs>XYw2I4G*y|zPyS~feZFOGM0`ub2rObL!`3cfnq-Yee|~yFNVZ47
zbjmq+oG6R@F2Zl&HTnS>)IuW|rOt&OVr0Z`_5(z!@P^y>_Gkmg+0c#Z@KS*zyu!*G
zBRoO~><yOOrGm}%eBWUZRWyOw6M(&yY;}`%u-5+}qop5MIaR(bXp3k5*?_S>lUuC3
zxpRm<;8dksluc)HD%^w%e<(zZh-^h+D4=>Z;Rd!Wr{2_*H{dzh5Ha#>5}kxdYOslc
z{w)Lo5%gL8@mEf*rJPI=TPl{NP)3eiDDw-%@k=uYsB$Gq;aR|`dojSbi>WrV?m|+J
zt(fBT&QqXk)rrEw+x89}^-qLL(+&a=u#U4f)KX4xWVP0?+E-ZB*E!GL5(*^>U##6b
z6iXJw3zy@Ez<Wn;zriNq%JBW1<Ew*%R;?;UI==$L`3LQ2wu{uvF@si3=*19;S#ir-
z<PI$m5y65gI<}CZLS3w_Tk))W(5*NG+vzz6z1W1YK&Lz=7vb8h>hS$ilBg7eh|`5t
zM-nnQN8+zV`qPsN{h=HZJv~qiy-9BX@+^eU?C^6CX8O4Z8_<{ZgSiNQ+DQ<mXXREs
zv!_=5R;n;iFdR{x<L<&=!*jKe;9e~>1p7vBIVFFTS{PRQJw4fDth)-ieskb^d*I)$
z1$Lvhm485=UPhoTY6RwlyGIeSTkbyHk7a)DuDDxjv$^Y!)#Gcn)l<?+RNzvQlZmeV
z&Qy8e<9yt$n*;6!W^>o=_a1j+a=3dPJp#GSa<`L5ZuR?H=I)>S0!Ec;5y6e@Mv}YR
zF{11=>}L(6$9Ll|Qi`geqOQ6QfO@Jsr@dN1A9K3_jpO9BQ1J`8t9FH&o=5K~Z}_Bf
z^z}fFldK+_-@g}RA>O{|yLqkNLo0@XP{Win2^yN_w!xN!`Fvl%sB~^nvYS=JyFKtr
z362B$B==5dacB359xgEM?6gkS$BE~yUTEd^!QN&L7gjItNHE1S0-hyvvKbLG4PkLb
zcVTB!jzm&BCUPqhj#NVN+D6nQ3hzk3Z8~t93H&IYKjHp(bDE>(^W@)m@H}}PyU<8(
zHCn%yy^-id7~GZiq&2Z%O~|XcI9T(^Y`4vc!J1WG&0)csNj{cDs)u<jbt9-wF5b$G
zJ1e?k#llNM7oD{OuPpnhtXdPHSX+;Zb(!rE&tN%=HKWe^T&BA_Fs1I^j@co(TMfkV
z<lhp}!}tz`_6SC@I*irfPX)yd;Z3o&sm1*4teFwYCdrI|fHf7O>rC&i*zicI>7MQ*
z9Be546aE2XsO46JUdbVkg<2sLyA+Y)Pw7`&VBFWoW>Q-KysZ6)Tie-J`yvpfVfKbf
z7gNP+Y(fpgz%0A89hd@&%$3Rt$O-mE<f&n#0s0IN1Uf;1x>_K?G}-`B7YWo~fp7*f
zgw#9f5l;+c_(}tv<$sw%h%i)(c;hFXt-EQRiFUHYU$TJGv@3P&#$`qT96;h|um;DF
zR8HMgTCpAe?OM?T|MsltjDNdD5Ay*=^h5&$XKl+zhu9>>9lSjHpt}<R*l0_<{9S`Z
z0OGVgOFYsayJYW1=HT4<)Gl;;q0D6{h=(_3exYDOD-qrZn1ZI_`6c{$ek1Czs%Zr8
zgO=kBk2E|CRq(#?@{KqPB&ohj0w_pElBsMDL@b8az}~z%U}k%Acg5(+XQdpT4cyVF
zoVsEED2GFoXuc@XSD77AJRn+ZiwiNh)#0x&MqimR5;oI|!7O3i7_4~a!zfCHzh*C_
zb)quKpExkq&;N|qkH!d}{Jh;TO?cZ&o7r))&8};=Sr?F}lK9#s#(s@OqT7AWcSeu6
zkHe+WAXtC1UD%-|ej`Hv*H4(EOmbd-nYCoZQ7LPTl8vnAvKL2nWj|E(3U8i85t#tk
zGkTElF(lkrQNmxcO%yG}rVxe%bQ)+IBz8WCWwtABDE}vmmB5L@0EPz5qxaiQKjH1r
zA3<9^a~k=yYy&4b$QOYR@^>jdR*q1*0~Ot6VP(~b(4vtT@P=W(84+4K2LCvhksz0%
z(rdiE)kW-^e8np()UXqqx}qQ&5qgPA+BwG7VjJaRn?P)(%6>EKiGYc6@PJ$}#reSN
zFc7YMnz1inB5~A782J_jYgWX^<9A?{dn7Bh=U;5XPp{V)NAcp~c0`{$?McO@N7z5Q
z187-W<tPk@c94VWD6`7NYHRt61snsD+#>{Fyp6J6$5I(*A?^c&Qt1Yq<LPsvLzG$`
z%oRxZ3^39y$|C^6@2SAFIi_lSYAf@Vhl%#RGW^{@>kw&RKI*=owu@KN?AwgWa{tmz
zUHz_d>URUC!EJswc-j;A_u%5HJ2=up?cYND-@)C)if-UBTwL|xe}+dOJAiY>cLzny
z<nq6(%ia#QX#2|WrVv)@MuWE7&FbR#D9@RQTK%{y)T#)2*=O@Qzlb27rgP70#`;!D
zHF!e-zOpVmTq$Slw_>Ta4H8knTK2t>dZOv~c$^5zx(KT^w*A@70>C=}G+6+1sL9sX
zWpV%IqvNmJGN9-K6!Pj2u{J`V^u7p3R#xFO!lr^u??}z;GQnghieKLUTfC?gh=klC
zhUhQawQ>oYgrYAM&zCBl$O_XxU~aQu9iqENyuKCS)&fM8*;_H)<Vc6GVSwEYtO4Kr
zgc}UVP^_&G=QV3)i=1jOm9w{oN7)y=sl@F56wlmKVnL~FfCGiRAh%vzC#0A8nCo0z
zbpjp@8hG+|0Lx|DAeQ<UXAjO~0S<KJBis{Vo%S7mC`hywUk`~tt4Ccj73kbBvJGy&
z`(8#l$=@e&<%jb@HM6A_7v%|%bn2Y%2sc|wtQ=)TPLm4va<;2QYh3gZ2-+T^(KXzI
z@la@ZY-2%j)lx_VOFPABB`7#Y;#jhDB-%Y8m}70-a|Y`o3WjVSDqWyV<c5ld$(W#6
z{;05GSe`e~8>fYKD9#qCn09Qk5Tk6-)}UkQ-2iH2$@<@+f#|%k5}DGTM686{F(OJp
z{>YJg)d>!kPWh8ZaF^3)3QqH_rz-dM*dl>_00S*%sg5M_t%4)D?@ppVH&C-A$=e_l
z!FAtY1=kA)sAFv%Dt4B?-71RZZ;u=)Ugqn4M#oqrr5e&O$H?+r5e#KKPjo|>as|1g
zFy&LL$zM~D?)`wnF%;?5Q0kRcd!lOvncZ`FKk+NdgVo9^?V3-a=xf@Ss4>r3G^Bja
zp(ilFYN{6EU}B~Ks^x0swtnr!UPq(pR$SOrKO;M-B22eiNAE~kTZOo1gY-#_BIR7F
zx&r5ya$cfqv}TcVt^gz!=WmO}qrJ<=8K^Kjt*(jm1s=Qm3RS_aCqR~o%2M4GV5!$o
zmHrEGo+(oxYs>%o%Ejb1OcAc1Z{7c<56E`qK?2D;JM)3|AFIHE7P#}ly=Z8Hvy*9A
zGgff=aL<WxKB<-tFPVZ-i^S&%b~>-lQk-%=o(?G`s<axqz5^cP{>`OFb%v3KiD5;o
zG~fw4fyjQIi{gXri9)vY?#33Eg@zEH{!-ks&~jIhLnlN_b?4P!5Tkh$=X}-i{|-i#
z!V41omzZ#K&4_|HU!l0vt^_qDR`4k4%88pf_*-XzyqCMNW5n2PU-^l`>hMh#4h$X%
z0Ia%h^30sD?s<e`@RbwH64-czVsZ1?&+$Is7}#*UDW|HdR>?+ok0?T&n?ljI<w<-1
zwzoS4eL!_M;j%&aM5yA7NKH6SO<W@yUmnMEZ9}WEnes1b2HfPw`&ngcA-56Opr>$6
za6VmvD}pSlW2kmJ2qT@M_UL5#PF;N@2_282$IY3cs;h!ve;}}WDGYrN+O|L%or*?A
zDVLDh87ruRSSq>iLL&&K7hw5U4^F&I&NHWqT$5O})JNoKr_6HPCe;DyCdWF{n5>{x
zJo=e(D&!L^etq3Y>fA=Q$_l`srfSP0rKPCp1}v9MlM>NyuZewWAjG<OP1c}^=qGzX
zM$WlGBxT+YO3@e;89B_Ooq9PNo?V)&PU5rGD8iM>cDN4w)N$E#5aPq?@ZFVD?+#UP
z8CzE%KT9GDpqcz{I$qxuWV%FBNj^dGDZ6^#5fT4^j|Dg{JQv~%sUHLlvmPO>>hK>c
zr~XkEB7Yn_t#>40m>LVFxN|I{aTKDTbbrji*oFIJ%o!LD--Ft@STZlT;y3o!)x+_N
zT`56%UG$Jd6hIi%tvk088T{r|?NDcUlKz_naLjk}A9>-SseANw^;|#o;#oLFge58D
z$MjxuS|1%2Swtz|ze*iIaXN+9W59I&Rv#gyGiI<<NBNpc(C0Rc;A7I-+{ky$uEP}g
zrPt-dGQ@}F5Maq%!vUO*jin*sxmO^E3;huyg5$cpIKD$W%gGn;+ZpV!1)5FC+brp8
zwgAm!QJcBQH~&1yNkG^5-RU2^`L)`s`SOcE&1GKATfv%By_zMg*=qa0#tQCd*gy6y
zUGYogw~^Gh#{Q+H+W!i-$>#0fYqADSg7!Zx*Zxst?f>%}`!9kjbDc+T8=n`FKeO9@
zG;f3%yNVyKs+5|Pv+gsXz-4ZHl*?(%&&fqtcL)$}j5e?fj=)4$<2F5gJ(||kNUfGG
zDuNChi|$IqHM0ZcL<vhAQY?wYKJ67rY$v9L`QuZr(u!xkNd(?)-y=82U77Zz)Nr?}
zayL*)XS1}S*Co0<==dahhcH*FY6!7tSE&-;bMZge_t_z-ohLwudGX}F@A<MTXK0H7
zZu$B&J69#N@OY^{k|v$@+4?B_;c-9)Ga23qSy^cLY+k$mRdGp`y?*`JDeU@esl`2i
zs5Og;(`5p4Z$KXdcVcwJ9g5u{KJZgw7<dmNMo{{sj0X9xG!+jMPA&2pj$WWse?co7
z2@W(3e(x)@-J9+!)4m`-9EfqiPw?5Yhu}6WKFh$B5REOf+ztRf!_-F*6%3n7?Arq!
zhj|@tIa&uVRZjum`!T?HD_4To`M_D~B(f3x4NU2rlLXFlf%C6Mku<^0DHztEmG4AX
z&FL#KtVpM9IQ>98N@6KT?g7yFu;((jiLr9GiJj%8$zDQC9K+X1cLa_9zZN)5-}d?^
z$1ZSa<4jcBP)Pd!<0r1fp5%!7PB?KJobp0sfjEdK#?@&V-ZXycFT3C|r-SXIu39@&
ztk%b2`p2x_;x^Zp4^Daz9SmP~@a0RqyhUdC7b>T|&?j0bGdO;ZFRo%jg@ECris)H5
z$Bzc#Rg~Riv5xXpcy4MKXe>0t9!XLvPGw0DCRZXdhg4>bCbsNMAcJKM#FSoYiTHVW
z5h28jF{e+g?UdqK+?CPO9g{%`r#mq84SmEeQqKGjf#X!gF}GoWDXnAa(YAEFDZPoM
z{cNfFImC%9<qJ2#+rz+~%~C3(l-gGV5te>pOXbBF`t(bdHrZ0>2sAR~?9Nig5|Nsz
ztDxl$v>3c&L?N5edP0sY2DJSNz$a9$I-V<Eq1(gBA<=hnz9YnP__71*rjKBY*#7p0
z<_!oH4RmPA%+QpHR>0V50z>m276RVTTmoEnXpX@!W%iS|ATN-#GBbJ|M;Lkog($9C
z1otLR45~g^0|Vh{Z}Mc8r=l%ik-B=U6uI+Awn0Xw=CNSS`=|*ZdCWs{13~lHOC#(h
z34Mm$*gJ;cb7aZD+$+=}ealGxr)<e5j0Pk^M{RlwG3<>|U%@*ln00{^&|`5C5W-tV
zhMCx3oPM?z^@8-)a#T(dB`;r#=az<&%X9);#lA8(tVWVJ!K|3a8Hk!iAT4b9PfFNe
zc?NP!^ZlJASQEjED)z1$!~gME92-u86;XTOS?|BZ#_7pWL8u;MryN0i0|Ef)2V8R#
zp}w2I&a#$n44GTxp`fXzHiS3ltdEyue*FyKdBj*qyFETfbkg*AoaylzQJ0(^UkLBx
z_4u0)ydFQ#K`*pAb($)Q$YnL4tU8E@@AEY0O3@7N`v~a6*`QZ?pb>&@o#y0@b4UL;
zizQwx7E}JFjPqR6>yOx>+;Qe+h1cs%Ez)bj@*2dH{t{9(*KVZ3?^4G0ZgA1HzzA1|
z-&!`Yxl`rTw+2kZ`{B0+PcMeQd<#pif^c&>fwm|-cN$*2zcp!k53M>KRhcVMGEB;k
zwdF^!9KM|@&CwK&ZllC%Ourn{uO9jP^#_pi`n8|0U;pAj>>dlhTM(Q2ZpY$V24YpC
zm%Tud@(uE*YrR1hJ{FRsI*wap5Zysunhko32YNn1b&%~#<=||}3k1!oZ4{;hYBqz}
zI5ag;R)oKevOd+LtnisAk1g+I-kS6!c7_-BY;;XonPQVQ#%~TP2#JYU3Y%W=pAJsa
z$k(IDbn9uFh{r1?{$ZH-8{<*FByP0FZ>xY5^qRp+i<GN7UiGfsc4k^eBWCk5{B1Uj
zUW-OB;vwM`6<zTc@BKSu8uGxM3^+MN5PYlJ24~s|Svc{rA3>cR_|I0fZgT_bI)s;r
za@2*}l${|MUk?Z5srLu4$Ct4K3EydvHa3g6uY2*+z6*u(qV~%n6&CX;qUsNpZsH@n
zpMCS@KP!NnHi5O-277Vj%}DNyoVI8*XI$v2TTR^4Dsj&jl~cdy8RhvHJ`e3CM*>=T
zBmmvlwuz9rcLNS^4}f=zQsDWjrFclVN#5v^m3p$z#Kl<<ViT&{bly;e$#@Bh8h!Y^
ztcocR;2aD>Ee4_b0`DI2u!Bp)YsNkbWq{g7tAPL@&?=6{*hh8QUq3wFh>K(oxO_yY
z;SjQ5?`@y71`1ab{tH|D6-ERse*w07U;!~%OYQxh2Xe&w_|2-s1joC*doOzoK+tSY
z7`0Ld7@cR?-aCT~oh}hwFsH;I2S`rrTV7Q{Bt~nv_thxOE*S(}!rGTEBa)Dt)5-9~
zZ<8C{ELXFuH<<Q2pdgf9#0lDj;2TkZ;e&+uKdjokLrc^MPVMP!Tp^k78|hoLhNB@d
zlDgv|sXCVo=*zoB!=*|@^uxm}o-MVOJ?YV3-T{X-a$h{L^wP&N=}pS%s*m;szz-Y?
z@>f#^*DG%w8b%oUJN=my!j&LC8Lj=qrwVc2fNTUKln)ZzXaKSg$RN9~F>beX62nR(
zIL0&+uM1#~BA8MTsf`4ravhhgJR)9GUfXc2;b-Q9QrHAtsatfsCy7>(6E)k<Or2_3
z6PejTf7kJMk^Zjb?~NQxGg|BWW3&PTi>A`8>sce$1990XMR%fz?~S&_=%pDj>ylLl
z19%?>UK1*~U#_b4m09Uu&$6>L#t^Ap;sc`0$>ixQJKPts9_s-?LV!5TS0Me`$1SiT
zNjW7bGbZxfyBu^C){GTYci$@cBG=}{98=CH5e!BssP2O>ZKWS%*Np&s5{~LFDLpBt
zW-khqBRmWf8V|=|kiA7Pq-*jtxDlJb9^Q-isG5L{B>^Ym--jL06$w0s6bW@h`4^;Y
zxY|)?SIa%93i#apa>jHyia4eRLhg3m3~=mil_K-R%}+zYiNvYi=31&e1*Pd|<{g54
zua&)j4o9ipSh~w6*;?o?QM|q!5;Zs!Dg}={XZm))9VnTWdjJ7L5E30sh3jNF$nEgN
z9Kmc_e}pMOudc^vNUh8XrncFwt%uZ-?D9W)qlX${B=L7H#;Os2>vhcZ#ZoXPxs7I(
z3b&9Op%IKp-rNT<349~RMJQadJSQd@haw}^y@@S*XEwi7<Kmoz<kkuIt;daU_d_EQ
zu3NHWL=O*81j`LrdlG*EooQd<SFp8wEWk?KKOU3ZT36!3vBdy>>LB5*lz49%w12E!
zXZy|HE%6os2oA;ZduI(rOEPCDUP6%>iaE{xp^#KpJDW0+Fxgp?fRuin2jc`Lg+y7A
zP#gbn!X<S46=;6E(TgxVZ&Sm*r=0%kHRiy)@hrA_w3@S2zi<y26MIXR5&Q;ZiOX|g
z9m$}i@f8uvoXCGi-sU9+c}h;1gQ60zv59Z+aPW2A;PK+WDk5JiD;+`w@?kr(59&UK
zyai^lbYYJQ>j20eOnS}E9=?wL0|pduLdX8W#q!OYz!J=dodPcotHoYtzU)3O?sU)R
zXJz-XD_|8G{cmUYZPz5D<YxB`WA}LS5lrLu7kFIzdw={EUfa#?JI+7{21W36!ZJTM
z!|y(9r4c($O?`kKVdvozoZF4Hl~kOMzgVP<hm&d`A3fdxmo|~^ToZ=OdQ}RWauVt4
z1^};dZx2#Y43?`fp0c1w|CZ6AQl>0Hxm3F8<`(`D&2(V0{d{i$tjU{Oc>W_U+V=!)
zFt>1rxpuVO+`?VlqHH?MEiBP-hVF1F!=Rk|v?`MC(HU1HHn*@sdW#4wJGZdrU{55s
za>xyq^C3eKNoG8b5-iP}rr}MJLcb7jcArH?;cyCE?WOzc{K+M_fDX+D?e2lLkWpWz
zh|PJeMvtl!HsiWFQTY*iJ9zo^Zc5_L+QT{$aZ?g+SLTK4z|%zBXxfaXx{9hcIoxu(
zg0G{+a~)a~NKN#Oxi2;GFRR-d^P|aXR%+tokf^*JHiuX){EIS^m74e@E@;PW5^L*O
zJd59N(aq~>sBlhd;%D2^NbVO}c~i9P`v>$2Z=pD%`pTjLN|fe3nBuF+s`k3uE<Xq1
z`v<uQ_a?%da}kc+O%SGkms|Dsy|wBzsltFsi~&9$KikL!zpoP#{$m)?UrQ~V1mjYu
zga%@Po`yZfCaaJU{<IIilLvkl!HtT3d@lO50Gr&RPS6)f4_`C#arfSVEc0{s)_Euq
zSJ*zezep>25A^Dv1$?vIP4U2&5ZrJ#irnp*&E4f^3PKt0V{*6~oS(b?nAqLK$*vx`
zL$`vvH3xv8DphYEcaNL{?ykpfu+wcvObCYOiD!A-Js=JJvil=?lt*>}?k@4j-T5a0
z->mG0df+n%Zusa<?%u}?<D9aC$6d-NyN)^B{fIVO;_jvW0i(ibdw9#--RFUSNN~g5
zrO>eSFmg9<`-0G<;(m>INnH41zYh3)I&UmaQV)0Waa%5k{IWc8E4c0Lkw0!LxNYt4
zcJ44Aw@W90TVE3D`>+$f$A6Lbq6W(80!u*+dGjQpE;`+SqFXl!6@OP|T7%2$;iw&$
zyu2jT(H@%>4+U9>w{Mf%d#%QyRjrls2YCCpRY|C?_5&>)`X3(@vYS=RhdgkH;3j$W
zH28kF<X{r&E6+<|otdJ&B-Bs$HJj(65T7;@Op{O>Ucf|rCdH3P$&nGM7^tIR6G-49
zYLj-1Aoy*CBbAUQp%UIslrnZYQJQ4b9t?=Q`TVz_Zm0e_>gN!!V5a^O_R0gTp%>7g
z;M*4iHCK8y?*?nm@M@L^YmV`1<_2r}dNsEMYr1<i6~US>X;sSGnZcSw%In~L?BJOk
z76lzZ(DwH%-E1w!jM%=E<&;DjeRKdMv$gnVXSO~C9|2?zf_gDAzFYNWwoZV0WM{UH
zK@$xqiY8}ewjQq7Y-a0z?jyW-DBa6_?8L{e?jvSzWdb7kLlG(dl+I8$z!*B-f@%cI
zd*Tt8{lG69V9xtmTkJ#iIS3F{om<=4)HdKR#wg`{0Bq?>L&}XFm>~;-%y|SsHcI1q
zB}1Wy!2!lT#81HOMLrjG!9zovStX<Zj+#JtO;#|G88if!b`*`9cFWt_3HO=Sf;xJr
zaFm&wd3&LOd(MUHYT*Q*O};(Gz};(VJ*N9==epTukX5K5gaM^kinLkgV&>y!&L^Ka
zExX&6fsVh7Qgk3QKw6rd-<~M6IltTR_g3WmnpH@aV*X#wFT|&*#Rc@Uj!EqMc{#tc
z`f!l)<otdl<DQfAdx#j)W^;ZW@Wm+`v-;1=`E9_dy8LV2qc@lHJFDGhTh95VNtxtH
z_tf_w?3grT$E1lbU%d=j?G|!cLpLHrwi8@|FGF@r5-ywX{DT>?Pd$sR8955jZicL2
z>*8XQ4B4NS0-L@)Y~&yZGGwRYC3kxnvh$W1Hek5@@!P%{gCocLA6DuN^U@0Z++2q2
z<Wj1|zn39<AaHCxL$;es<=@SaP4<RRkniN5z2Gn0_qf>^vhmjHFy9svMkYJFT&<k?
zQK;fbQ;3~#ZoIcu&~M2texsv%+B^Hu%FX>`>yS)Q|CeSfvy)FY?T*LhbBzC2r`a0!
zYVRB=g|l#ixwePyVQt5kYug)z|Akyzo4X#Q@apb)C@evtP}pzF*}VH@XY-c8+vAis
z4$i_w%)_}ExGni0Hyy|HMdDSwY~FFlF%YRz=#<kJly%>t)*ScfeUbnOp2V;s*)36U
z_eGax^I8<^c5}0Nd)^6q>Wr{!Wfd+n2xjvtxWu}Lf5VhNLfF*WVrKoZK(l%IOJ|e9
z^cqA=7EH5wL*||8A&WPc%}X|nAlz);^A=`j^9n9EsaAQEH}l6KrAb&Qp7}ZbiHgk4
z=Iy&H7hLHFe9R%6_h394NCaAI(T<a8FP37h?uM(cM_9n~Y&MP9N4P&iK<zssWf8nf
zv>tnMZZ_{obWYwb6Oq}o8%Ml0Sy#m*0)ONgYJvM|=>;f7Fgv%?2{t=-H3Cnpd2M#C
zZ`3N?BvUs#cbi~nj8OR^c9e>D=Ms`+AFE0*UT${oHo}U{&SjP9rJH?ug7ng~BdXn0
zhXw5yXr4X*Jfhy}!QU{dk)wd=nBu#V;NcL<!*(7IrR1UQN{x$e5`=DsW8Yywr=rHF
zt&>r!z$MDAk%YjJ7>OY%2ehi<xoZOuzZ#4UWUp#wlfQ;;6-x7#nJj~BYUJR^B27mS
zRr}@!F<EJa?jFeQm^@caPURrD;u+A(ztrEf0P--|$~sm!H42Cvb~{zFFi*C!wDNRl
zd1t=0al1Z?35->nz<{stD!?FHnWd_!%vL5IS5rIhEau_MR#xUj8;?MarnHL&vz2?A
zY~|t{t@39pAEgSUGL~#wH(U8h2t#$wW-F7bE4goWQpvd~xXYg=yqh!odkEfSEB}Oc
zUbeE2_v>0I4^}6bXf1w=Pg}@V_F)(d3_PLmHopB4%vL^M)Y6y++=b0nen;5!XDbJ~
zwWsNp+TG{#rB9Qof>5TVA`(5=)tj#0Gn*BFL}G}nWw|Bex`)4^!fxP*(S0%+ZhblI
zLbh(io{2k_4R<n?@opE6Hb=O#vf=gzTz01O;RHI*w>Q+61!YQcn8CEIhshna_aL1>
zrt|uFC@@LPRtyUWWR8+!qQf=o=#mAZowDp7XlR1$i)e#0R&Z+lIhoG?`W0kkQ+Dwd
zJ15h5ImiM)*m5UVNd$B!*I=e|m7tI}1ogKBkS~KCSy~zh^VDJ9Oy`yOQjMJ3NN*w2
zd1p}5oy(ms=V<f1p1e7%vy{9S`hUR3<7_E}clJk;o9rto1Av=iTtOGXj=Gu7A4<+}
zJDJWq$hUR!W;%b*`xC-9CHP*fIFRWq{^RFmI=4ch;4y-k&X+tTg>~3v#Zds^+Rb!+
zLb#5YOy?Q@AfzTums9OFo9TT2v5;;s(|H&WSiO`?=VDKJ)t-NYMn)-LBeU7(Y4qE2
z3$W&`2Pa;PF?kr;(XIcCOy^$coCbqQ6AW%Q3MDoRD9){l1@<*tfAgvcq;X3<UO$>W
z@2)qyO-dwq^qSZ=bJFB*UK4D32G12m!y+kvrt_~+WaRK7?essH>0BI<l^`5fB~oqw
z|4Vd!6&o^=xAZ@f=zJ=v59i{6M}2>8qI3Sl<b96;I?+1+y#)`BWU1=&-6P<5H=CHe
z?&y3t&i3IrjX1Islh@{Lwx6$AZ#2`y<P&`JOjnc|#kzv#?7f}%g5F#=UB(4#-tcOU
zW{qo<HcuderDd*7zB|<RZ0oa+XJV%{Xp_^(@K)I5ane$zj%c;pWV1H8v)5!ingq`J
zeK0)7CSOL85zrA&=GbJj1OkB**zwu@Fa>0tK^NOYXnGN<QdMK{Zz)@vQ@r+Esm}MD
zGwFDm056khYzhB_uEDy)JuJQ36X3-hs>aFZhTTjE{`<e9JTZG98o;$zf&x#6F9b34
z0$-WMR=5m)r93@GBreXYA4h1j7c2&?gm7FGJQc3*``bzQLX5CcI(@v$cBBZTWM&t|
zmq7nyVT?XmaTGMI1j3rx?75tscR@ua&XeFlL-urxOnU4Ls%KY>Ov*~!pOcHQzBpIV
zg{2$Y{t#$aPZ97mIQskbU-4V6eNy^77>bq6YNdU+OWVTV@hFbCEQtVlLGjF&l%G)~
z1zd9>9+!!1egw#zjtA_t?>&}und9bWUsypwfIaPmKQX&0imLVpFWuEYc<H~fo9^JP
z(Z@2w?2GzndA|oe&5Q<aBL)aZF8N|UwhdwDA4#6&sC+-cA`6)p#M`Mfm&5&-TqI1n
z%yH<^w;zO5Jo7pHn|_A!^0X@g7Hs$_!v(qQK#fy(ljbl<Ol~W`gYZq|DqE?9f5b3m
zqe}bAY_H$&mD#R8;9<Qgh;_qJ<hPk)J03O85rmwvf;Np~=I(y`IQN92IjLPd7jXZz
zZ0vrNu^gDmmyKOb_l}^?JBU6vI}*Vp7Rbh)4x=$mjMsCU*hoa0__DDlp-I5&WyEFE
zH1M^oM{=^USE1U*Zvt~UV2s@M;dtiB5!89%=VfD0`3rDapa0*MjlE6`BP$zw0(-Qj
zZ0spA?3&X(28#BxvatujKWAlQ_xm$&<YZ%S$I_!EVnOEicrhvDfBXrhILt4~(@<ne
zKVfN3Hg*$BHxdMj=3dmgh^3#{QoiQoa6in_CR+;sBBi&mbP*r^oowtuchJ#E9v4(l
zoXI>6vB`btkKe&;>`@RZ8U(Ykmy1>)!E|%k*zZATz$*#VPhgmGv$3Cfm?MlAV4Kax
zo(()!)dkrF9CLLMgUOwEw<b#NHzcVwy@NGn*+_bONWP|`<*}DWtZkBbp9j17pUuX8
zR+Ky|8~bSXH8)E)n2mh~lm=t4mcls*gZBSQHufu`lUdo=W7wJ89tX3rFQiVH9uMK5
z=gr0*4k)WrBAgOWb3P_*(Ww@SZKrI|kI9BA*&>2&o#wz;Os;!>2_s`|x!Kt7kO`Z$
zY_qXX6C>e%b|C9Mn2r6rhuBhcpTl$%U&2xRugS*l=<k=!#-2u&b4T+JVB8b_A0G7j
zbtwnp=VW7#M`Jt4;^_{cD0SpQGTv@B_AjzQLmucG9B(hfIrnZ8UpDsk8TIg6pN)N&
zD0R3_PRUb4g6TGQZ$MlCk-+QgGIsT+Ijf<?C^FsZALO;2Z0vbJDyQ><+1S1C0Z!dk
z&zFt;S2TjJ-eNZP4S<tK-piyeMX=TeXW9y9`X9;0ZutTo_`huICb*RU;cV>Yd&EE`
zje2)6)|_nY+4p-Ok09qBOk;Pq{cP+i!l;#=35?EReD+Q@ZZXHYkSqmKaS<Sk{a*;L
z7|5|6`jr?0qI0GtwUc9w*FNyAnu(j0V?A(^ROz}`Ua9)iobSAlwRv)^N8ASvy;b5<
z_sXMPFa1d$hnYp=oqQyJd2+0u#L5wlp%Tkh?hW{f?;^yrbF7~i+`4`{O6jm6=edI|
zoy4%M$+7-Zz8ve)iNa4)c8>MUBB$&e>!HewL~iw}M{t9PfAx1Qf6vk17(u+BY^Bxf
z-h+BcG?jr}On(r}v3?UpeA~4xMlVl}^)TQybAy{>eW0(*O1~G&{5jTLd_Y!o8~zBO
z!+mk+Iu@9>KGLOEd<D|4q+8(SSU-v~qxk31X0|%VdX~7uoE+;ZpF`ar)VV_hIF@j}
z9P0-@qClzo*xibAlO3-ef=R`6F|03Xr=A&JMl}OD)=5!uS!c{KgCx|=IwMTVX60TE
zHidL>Or6gN0t^Bs!`uOo9MhZ}>u*1_t6_O-lyYt*PW2%>krNjGM{}&3t^|QVj<qdm
zFXQ(K3`8niXU?ToM}j%lmBbgw_?5$CCdIhIt(A8zG=@jkp#irgwmReYAevkIIo1Oa
zx&(G0CV~Rq8u{OaoJ^uB)}^omZ~J+(nd?70$NI`EK!(C~bFAGGe~$Ip2CO}azpz<}
zZ^PCBiO;2}7>RdqYh8&S@qtwT42eHOgO>aglTUAUa8u50zq7<!1Rxmn{VAO_6l+>?
zh9ZR`GZcrCOyEs`dt(XX1CwK&1X6#FHRIS`JctGc9BR}ls!>iP6{@WnK}k4hThsul
zfKtl2YajeIg?wIulkAxR^m@L+L-+SAQLygyzRTy$cY{y;nzTI$2e)GG*l~%HVR)mI
zlkP9{5IEv%4eyzt68W{v^OeF?cl^}OSI_U`oMxc@>_U0pU2Q}q?<Oj0Xub+P1%b1%
zsl&gw;I&P4c&&5QGR}(2xZgjv1>fXx8#t!HL8ie3X~0obgx{L_o~HgNssF&OFSuF>
zekS=JDQ6F<U+32EY3g4x^*@dvLm#^J15Ev6rv5#t=do0!Kit%7hD*w+It;4g<A02)
zztpt9SK5E<wjXEe$C~=7QvZotKgrY|Wa=kK{Xdt6un*?kJqIHke-<y_*TQwTa94k=
z^NwmjW~b5d6@1?D_djhK!;jIXoNEc6{b|`j&<PzNK+L4pn&tfBy8vBdHU;d!9Wh%9
zbpSLPXwo)9VH`%^wm<Mr@AqUsE<2_f0S??yW#|j89zI+xLRL3c_VMGg<9~lHu0cM&
zk`RLB>kc2TX5rEF(dx=6xwzIlA{XJS!iOv3!*#PCm({B-xwz_lxcd2UZS?hbm>-wb
z!Dj?GAg@z>xZb_p>tnqS*Vj5^P!U`%X!Z5-TwFyyT(v%27x-|^_2aU-y>~9I#sBo=
zHPVNxmk-x?KQ3zrZwYXqkCT14+HUjuxXLHH5<f0$Gl^VW`}lA@>cdqDT<O1aZ`s=n
zxf%5~s$5I+Ig12!Ivz-R9_V@5paVV7!XW73*`S3U=o(7L!`eL?bPYSC3_KnLZK=)T
z^>Gh$W)O5<Ht0+b^o$_rP1&Glc%TOdLC?tsJ=g>77z8~u8?>Vb+AP9w_lde@gEm7X
zMgor!)XR_HI<-xv&Lu^%#F`i4A6@pjlj^T<#2YVhSrx)Zmh7TX&wJuVY-w2~ul~#i
z&<P)lCMT%?&*LaxB%vQ<sqvPtW?%mt0=j1olWZ5))l*8|FLGi}zd;rg=Ho&JSc2{O
z3ePvyFjOJe5w9u`Z(@-!+bb5}M-;e3fXiz^R(>iYpP&*4R44g4wW}UE(Rx@p@iO7I
z)~prI?=4&jm4tR*an1LGN@HH6t1WSt?q2vElg{D#JAH{dM7msj!_MT*;z~LD4G)EQ
z;|$Lq+Qr^q)(9%;>sfE}xBDh{JTM~|K1HnoY^I#iD6&gPi(w)#SQ8aAI{=LZI#&i0
zcWIGJwVG?FJ~LKOPwd-GH+HkP&2eDmu0HARyi?t8Rx*N%V6w!Xq3`_F*VHI%BsSPt
zZ4_Dr4{{{PfEm+Rss4787oW22?M&7sr~UE1_9JY2bOB^=8?kL~XRp*L+4Q^n+IP%u
z&rAs6-_BUGa@xOW+K}9{)RaK~cQ@_rEHx^peZtp1X4^X*$!5yAYFE?V&P-i$+8^(0
zKf<;z2x<EYOW)2$sgqgZPbcs0Yu_=u{h_wKoq=ZMw13gGk^b)q?1BF8X85<W&ZwOB
z319md+NVDi-s$C%#CbV!s)9D(LjUI0lzTM|!I~jn&BMW(y}X*6f;C;dn#sYM&!_~-
z!D+#o*Swmc!J36$O`l-R{a#HGYxD@8dzQenAv=ckRtId9+3_Uu;~&FO<lV^Y7~<y`
z*!GicduxNwmSwk>zMJ-&IOJ@PVE~zwGtjoTHW<rkpE5KFzBIdi>n^}UA7E{8L{9rz
zzV_3z+cV!IV1pfV+K=+JKPJ2VWZT}_;Ik*PV}AK{@wMMXm1X~}4St1_<wD=uU@WJ7
z%FvYl+xAv|t-VZpYl9<l+RyT}pPt>m-nO?k*fFR5C|~<yvfEF#?X3+ydqPhCeeE}4
zxYM1WJU&ayPzBTiPE7=C@D;D-$Y9OWUQKDR=3cL+bFe1n)vUiMK<8qw=G9=$iC)cu
zV9jA(&3(a|-MpHa!I}cE<~OVf9<b%PNhFz#<0gE3UYY#SZ&<`@hViMU3NhKHh7w~s
zPsf1*X<MvHAQ*6Z@efqbloen_pK@Ly6!lRWo1kONOcY|u7p$|1)l{5P<yD~Z%vo%#
zpR+LFD7}xZfij^Lq*GNbTvQ43WF}ccW)ictH*akM40)LBk?Qk4x@${P&IUg6GbPJQ
z#w5B$5=*4ZiJFKYo~`)jRpLo+g&)4@6*_B!G3A`0=%h>F@i^^>b}i*(Zj^IHVNpA`
zO<%NeLl)r-H*=t&Ewim3Lu;d<Pl6GIF&ry|G4?F#MTkx2;I$vZL7i8saJU}7>p24F
z+<+!>Z7;&bL=-pnDNH9&tPVepEriGQUF4y*#S*rlfD7O0v3IE98r_IkK$~}7;gA^2
ztGiKV6NphLmCLaDI6xeCfLfZ=ABOrs%yur>RMUH#c)h#v+}O<QEnW5=N#SF;!-@*b
z&4u<&Cn4mbjqM_GMKWP<>2uBvh!Dlm!~)%LzaL-X?uwb({5550=hh5Fn`Q``8}`k`
z^M@57;>Jhn!}vJ3{5F?TADs%X7cVK9;xLSGYo;U?US9xdwQ^imzsoMkwmY6BxZeSE
zW+wSnxAopTUFFflsD=g<lvhv>E6RX!;F6IIz-rsJCn2<yNVl!JtjKrLPq%}35(kM-
z<nVcN80TElVi<f62Wa&%<vdZ0-{wo_#WQcDR}et#SE9xw>7ilDnMFv!(`4{WOc7dM
zS~QxXi?)L?oMTa(Doq#-35L`07*9qD+=4@;ei=AL`!(h^>gcvWf$vXhn@!uG4U{<C
zsKOlr$7Sn!a!1wdw+n%d?3ilei8Ni=<O_V6yPpg@2NOMd{2kjPw3eZJmbPFh-v!FL
z0SqaW*wV|%&$BosgT)C=Na)T4U675f=x0|YTx)nEq2~sYhR9qBInLeUsSX#h()*M%
zbsFqy3{b8mZ<}J|ANwdZW7opobwd^9X&mUaFbP<=?Y}g-R!m;{b|S4f*nhB8itZDY
zLlX6C$VbZgI}Xx;A8aH~Z3|U&Ms*uLM?GTV2+vxyT|C-i+g6yiSNPjTd4X;V_QUy~
zI2z=88Db+$gHzBT&hc!E$c-8;#@wy8`)@l1Z}ah~P}gPyHY66KqxKI0(mit5TE@bk
z-~>gYbMgGEiX!o^BE=6c9~4>EGAL5~XcK<?fZ-`9o<F=O))MO4R6X3<kn6MTdXko@
zbS~Y9AqVH}@Y-!_c<tix8q|@**hVl6tKDjbts1;O14C{1d27vn^NG`0sOtGyCl0V{
zbrn=J^R`vgW&|cgV>Z2@LE>}&!*UFGx4w{p%F#}Jo~g{3n#7DY9YdB1%P#;X;qCF+
zBHUkpJsGu@!#gB}|JTUB6+p?95$J5nIRU-20$9(rD$h=dkg5H0%>NP!PQG*i5_-lT
z+G-~|XlBZZOwE$j&XlXVnDrzZ+`yWn(bq-jLVVr@_%~6-e-~ljX?kRE(^X}Wtnh1)
zu&yE5xrXzn*vlFdFZtuDe_iKQfVYd$t3?=EWZjcUK@+4DuR>!`<-g>A3Y(a~Dz=32
zPbfOrB1iokQIpx=f+QKLG}Ie5dZO#5jF{$jpbRBMOUx#{c!~Zsh4^GcC;VjBH9f)U
z0j$aiK0_5}q(}Nz(DIP^wZ>9HA4J{;yV-G5lzgbfuNC1lV6#EhTweo=q{3@3nhj>G
z;INoLi%yWAVuEYH;VQnZst#{N^t4f<C*CcE8m#Gom^_Ca2}fGg-IU1vC#{GuZAB~2
znV{b^v~~iL9f2w6!s5}d(E?1QoVIIirT2c(=Vt%7ltPEXrb1;k&};tG{VmXw{jHsW
zK<5C~0pp!wBhCDIJWW7fAm+qTE<*SH;RIl^Y@Gxo;=ujy4{x4gd3AlH>BW7rSExOj
zlpo5xr0kblo9kykqnZ$PD%5m~Zx(9L|1a_2Yh8GKd&wrwQZ9C!u^0zxo5%^WTk9ZG
zWz(V}B&jtt-A1ReR`k!jb~_v3=CxZ#C=>;lgYpN8EP(Q4qMTa}l(h!sjlg42cK1-$
zL%^<|)vj{Vv|l;#&w^M1VH9={fh2He82;nn{tX9;RIRvkZX6G!3x?)RmOrz_7LgY#
z;t?#kh0H#>h<?qJNv2q*Ze~fLP0&+ZM)B1IJVntp>S{j(g@|X9uLwO^A0g8j!4p2g
zVxNW%sL1hwhYDtOKBWd_{ndg}{gU4Yes`5u0VzxrTDGU!Z;9j{{GO7a(@~k=Lssf)
ztmn846s)VUp5w@CfLvWoF`2^98b1tDNBJ69ByY3l+TeZaLeSM<4z;Fk1dEYQlz)v2
z|IEt9%(C(F^>KVIj(Q-`MhSE@*3yye<6Aqg#6IZASU<LIW7iiD>|<Tg7ixBlR@d~H
zO_jiDyx6*qU0?8UTOCsSl63}fVmJ;2Rs=?(5T*Q$<4nt(4uVd~HQG714fh^&v9NL(
zQwRG5g_IBCaPcBYi)SZ=;Y?40nBsQ$&m!5D+XLe+-57-I(&fTs@=q&|9#S%9r(cEJ
zzU>@DV8heU0$eeLNA0s-Ck?5Gw9ltuqRx))M1Fzz<-yhBmFfD051x!LA>t>f3Oak4
zYJ#h~dyTs^l)U#6%ndiE-m8+)Ui__Htp~e<mlxljOyeCdr-21#%;cjUtmOcPUq=*#
z|52#jc?jH~YjUsn0yE+~4gxA1{U{@-)pRDeiMf@p#&b)9HR~QxXtW6-e}rK4Q(kDx
zP768>qwau7#>4O8n_r=8%ngiTKH!`YH8V2^%i~1&b>Tk{TxG6wO;FibM2c!ow~{0O
z)|P)g#dVGLfHG=S86{OlcO=s*R7Q=SSP(<nhi0%cB-~ulO_)p1F|a=ABz@9(jncVN
zd`|gm0qJ}W=B;$r!r3Gsd4{SY9br$Ua~1kzq=O5gg8je3>%S0MRN?iXG`-*w(^wnO
zQ*EuDn-VaaRiZuhc^FUoaT@TBq}KQ*vv~BQ1i$%(TQxag%J)tKd4Bz)SX-B?$79i+
z==9vV@XeC`#c+iGWv*oOEOLy*J7gvjgRL636zxOK0vXX~Ikz6em8(p?y)tqG9CB)F
zGXob^@~XdPEWGuqzcWC^IS-!POqx64r<sSZ1F~8Or9`g!2%L#BepdK*Un`t4fL-`H
za()v<mlL1`+90}>X|*@ol$-br5nX_a+H$xpNM`-P(lLw=SBjf&W63PoY@4r&x24Oo
zgb?QoZ!u|vTk+_>;~nz(88ktx8*(r2C{sEBPdWEMlH!tE)jN#BJy9}624zz!x@H4p
zG7-S|(?RSlKMw~c`ZG7jk8{IUxj1to+aSWn1fi}}<ClX)hG;Eh`1s%9N%G?FanT~i
z#rE!sUS2p~;_~YXjEf>7I9X9k?_Yh2Wiq4YY65O5lp)uFEi}!y*XEcy%D=9*<2t-t
zEoTtOE`UP7ABOAAR@?&2&Ujpa$F8w;KUJ4?<x?azi~%T>AHev$63gQ9m(Qi<S^jdC
zDxQxEi@Frg;!y*&ygF-n3m|#4;U1}6fTSp8Ccl8c(Y$M{r2vzBxmFDflwy_!a%?Fz
zVWMb+fIfv><u=W5lj_7FxbjJ*1QtusSo`uq0s2yljXmjtl>4ittC`_y^3P$^G$;nA
z5V?ff<DZxQ18J|!E(?=1`NOek<}>-rev4*;epm_SrsA2ep!-Wp@sHDyRZxpmN3n#O
z5k<on(~w5TpUaetiGSfd`8785W6u?hj;${k9ox7m`e~%*6d4J~xg-@{1>lhQC$KcE
zgx}je|JBH{bsgnH<}y7tn+aejc#z+a&Lx+U?n+xCpHe-!Brz7PpN}m20Igr)#u9tD
z+PMNe#KNoa>C06erp<Ow@11^$>%JDl{=}sZA3uD8_1VEF&3G2FOZ~lle@ZP7d+?@X
zU)<0OT1ZpGeZf|7u0Bqcro}1^>x@?Lie-Qc@-hr{W{?*2id4OWJx+M(cb+Ecwa)#&
z;kt5RD@SU4aHLkCs#e>{P*w12qQI&TC+I^Nl|&0;P7z5iYv~xN*_|Pz77u>5Vw*@T
zgUD&E(*>?5!$Xx`3v|ExWug*xPBCVm$0G+M^d|}ruE6u%r6MG=tTuwu4?VUR!*wLA
zZi~}Bw1^SQ2{t$zSxoGM`HsvPLBfXO;f(|}1=7x8ppG3yF?|N=_z34l7^5Q1sm$lS
z1N}HgqeMoTlqJ{c7$M>3drX}uVpT6w1x1jmqm)%vm6|GaU#j|`$`@G!rIAHmT@3K@
z3&<2srON{Fv?;T9mQMZ%W0YD>6xce(zkVGZ2l3B^r>p}%bCqNhe%2Z4{g-13!5wW=
zlc9?4h@h4^z0<t%#)DROxDnV@vrDgKAfoZx{svMP2p|!PAke%gncg;U1tRD+;2~~Y
z8v(rx*WoX|(s1xH+)0>z*VJL%T0Gw{iC;-Y$-sgwjjLcJEd&usmwLYuSpqJUuEoE~
z<Be{+foyJ+2C<lR$JpgBUjT(ai*M2dDFG=UwObbuyFcZN0r*RKGg!VD0VrImjPBFV
zYOKEkEnB!_z`4h<QU23(Cx3%40)nT}s>zM=_q~{fTr#Aboxk9801UDiZ86)VPr=^t
zMY`D3#?UpUZ<tF%e4b{a=!fwP_m~JT)>X<Kcm{cq6!89lh+L+15f=&=qW6C`-W(6F
zg1-z^6eYr|FzzzJ0H(xkD_wg7(3z17OJ~6sJs$K$gC>D{F4MIGf4I<#sHMvnv3I(n
zIEuaZ@>1PBEM4EVfh6Jtp*I3MBG?YxqJ{3Z88|<_4R~+h^VxoTutuO?{4>^(91?D{
z>yv}?Si+moClivZC5XOt%B%2L4w<X{F&LDq3;{+76|Wk-qy?~s79p1K$D{;8@;kgd
z{Z|85JYNvNI0i|3^9hlB_OOeNU>3pi45CP4AnSAWn}(2tew_U2Rv5wx0QLtUHue+Y
z6@!;sk^M`RFV_f`Qpf*{T`^Eu8Zd&rs76MIw!^)3a6@s-1pza747z3XmBQn$i*^$8
zB}`{I9s@dF$dbX&M)#p;b98!N)OtSicySca@pGx;>w-Fd>iN`RSI7BY!M?tc9?cXR
zXeJkDuygI|cq=$*Gdg~`Uw65KSk1ACFVW3H*)*en9@;5)ziuW35iu_d>Y#um90F4)
z%iXUVMdrOtw0SbHb`O%?$!ro_9<e)<Pz_5y=>2MHx!I>%kRW-mLmiQA!^|&4K1v={
zw}YtN+ml8F$5x^71c$H#NB}~Q?fY7IgMn_85HD|rq#V<K!{F&GQqOOB9;rptWdaAd
zO^l^3Zv^2R|0%lMg0=}1ysGa#F<kcJ3i=Xk#`?KB0<voxpLeeAqVf+J!6X!GD=eP1
z7C>tIq3dKh?(Ms-Vh?L{vs7Qixc4a!*HN&tI2ogrzDfLr9^b*NiJ>?;;vt*fKC-WW
zEkkON6%yG|eq<a$!*@U?HCZG0+fO*2Rd`2(k-_)>KvGWw#Z!^QJTux-Yu_s&-u{80
z%gzxNY|9(aJ(H;Hz8PwuMp{0^)E2%9Wz7^W<PJknPG+LpE!eRGiS+^wilPx4HZQnj
zo|rTW)BK3d0L+X4pih1PIn)G?tEZjNr<0Bc@Hg}-#<sX<WM_9!+oC)gnvK2HLcV~j
zr0C3$>)iF0N=7QsHcaKC?{MXE8at^o;sHb)s2uE7ZsS&3Devx8eo1`_wA^%_i}rQ5
z(sI!O+-BS3eO`ly*uV_&j1@Ekv$}8JFIjU~3Sc#ddNl{T-;b|t9b)h2F3Xnaa&Mp;
z2BICMe6&w+0f|<f4emS-w&7z))cUGW`V>`seaV1a>|eG^bgYl)7(?`VAMOCr5?=+F
zn-(PczN(b^>QDn>^67X{h)XeX*&Z~4TE)N4GY_=O%~FcrDB8t_n;|};0d8)X5D-Bt
zu8{Ra;1WGhh{{cs8uuRIv8gYDO!SD)9h=CQcN*7PHmtty<72JbuvX{eAi&x`#|Ky|
zCu^dZR`+g1%WU22!?9Ky*iY1u24WkO=V|aIC8G_#g)Rpv?31TK(rfTsPJ<2LIh&<h
zy#{x%fjd3f*&+Y@Z0#TkL7I^8dflZp@4aw#6C1Jmay!Qk7OBpQXK68#KHMkJfTX9M
z1-3jfW!CwXz^vF@qT|~q8uk(W(GXqc!yO=6<g0)kTookB$<R|o+QBB;0qi+w2VdXU
zt_Yr1ofi@82GP+K9O5Gy;O5#h10rxf@Qc6_jTHZ<3}H7PZ-WePcllTd@b>;00p7-t
zw}2r`Mayih+l7OzdcCJ8px+S2<Z0kgG}_=Znq+{&Zh0C!?KN1O)8JF^oXygWUV{W1
zxP~D6K3kp<IAN<Lv;{075lSBv^wrm6Z@eADctDLnw4&BXeh;631CqaB9N6>><JGl(
ztw?h-z|+x)C@CFwL^L&@*Z%80?ef*t$JgVAF9r~ne1NZ2r+XF9>LUYu<!CFfP*=B&
zj|Nzd18)0sFsl$B;a85^zErJ7WY%POOZ!*|@HWs_0p9L=KU-T@10Y*9F5w8M@=X>k
z@oVdSc^Vw)H8>`x!KHZ`boCl+!v?PMZJigM?&@AG^1%77%yo!=I<VbAJycCv1lJGk
z=z{7`^TsY9xbMon3cyW#FQ9DeyrIK#BmG+7F_Kyd#mny@ue-Zl_GYWz3wxssd)v0h
z-nbxpE8lh5<0b<(6bj$}M?vVyZa9v4U^0CO_(OTm7f|+9@%Uv@8j-yRF^pd{rT=ZU
zd{fOs*uTiIf3lCufOP+GYCyVO$bP`Z4MNLowS1kzP_=xU!~zYv<Z1Ab*I;f=gEzrK
zHiav^23NCztCqpNa9Q1_oY&<LgPbn1Zx>9>;aK$RuGW_Q=$|nH>PMY`E+;UGU%ZNu
z+P`U1q<C6W`eguGMVEEtl<fiW4k4Ne(VTvi5b@=aS3bpdc%<ucR3}-DAN)}6xJH6C
zrmF&oaQ8T#LzycKZgoXH><#d($7IGSz)3lt=tI>`8S<nV@^en{Mm8|ye?Hl(fI;oB
zhC?0*AF_8B4h5?05o)61s1CeA>cJ7(va}yTS5?}>aBaBfIaJykMA{Vgs{t8d(LQB6
z3Y!4UlPK#a2#_Uf)-H#rH&E1+^vxa?n&nr;XSSfcC3AJ6a8!LkC}THcROUsA!oyg4
zMxwAk|K<w(3biK@crWlz5BB*<o?HV0Kg?GFxQCi?l(Y&5A2w~kvW0)M<-Gz8vgLg)
zhg0P}k;H$Vysy4iWj)6)YjigK0R*E{+*_WAbkhfW@ag6G3Lo<d)yIADylkA_os{?7
z7#@AbM(Pa!&C%Aws5)jPHrWX8iL!Qt*LI>;0pU%0E89Wcg_haEI)o~&!Wu+kuCVAM
z^ldgbznbIG*Ks&T-aUVYP)TLfC^8zp7_7t0@op4k-``g@FS)ZR&ws^%Zrjgmx3RzU
z>y(6%owPzp55RBpxvr`k4MyE(iyj=|StA}Y(w&Ttu@CEh{Hn#>%GwU{Mt02@7jNe%
z&qiX$PSoyJI2)LS9CA~-T>|x&n|i*yk$T|jBKJ5Ur-OYA&-|!(W*2lH1Et3hMndN4
zZ)Gag?k?>kER3=!hIWkNm6))=@XoHq!~6(%xY0T6b^-6@f)~o2JeGPlp`M-%0>VH#
z;Ul%f-kT+5Cv!`x`&N<K-z8P*Bh|I<*09MSP}yV<D7}V4ytL2Ow0+WTD=9FP7~0;Z
zZAF<>Q7Sx9bqa{e4AiB<Kn52i7}e^W4{DS`4RfKo<b&Evp>|zZ$DQ{tdj!rTtT`TU
zx{?02H|BKcMMbfz69dP>%nE9aRjs4B+IxBIoGd0~iOV{@bH(1Vw$9VL;dDdwt&l~g
z8*HuOYWZe>dL0a(%2buP?5{Q|J6<HMrKh44SrDz*U&jB`QQ3_=oyA6FFZBJMCEzJ%
z-rIPql`P2oLZ{9BeHhQg^n+s=Efhi5o&gcObsP_U+dh@RO|+q58waksw+wozecn}d
zwZuO6k>{LmgfYub+P@B8&nqR8?knSbF-sp%*;34c7b%xT+_wfrLpxWT<A3au`wk;{
zg7{IHv5Kbaj5QRa9Wm>;z>F1x3~UAZ{pBleP>Z8Iy)a}LGY#}p!%BURcHiFV9BV7M
z`dAC3qqq%ZUYq%4Fj{;Yl(M~dbPTAg_r4Zf*Lv>TT@jnp-+XhRX(u4X2QmQJP#E?R
zvMEDfq~mtO?H^EPTQ<lDV}P&E0byJ<Iv|XXnnV~DJ-q2qi>fmP19{!TNy^}`8~LKK
zhrG`UcW1hvu4Rad&F0~)siw2UmS8U$$I;>E&GtKTaS_U<e*^cW$uC1B<K?Q}`h=@R
z4XB#N7{H~Ea)I$l5a7#<#&<tROF2-;k*}h_P{B9_d;S+1n9J_1ufd)KQ-O}Y@^Hl?
zwmnq^6XOuc&O!Kq7ydJ8d%$7$8h7E?=08+_i^`b;MQL2Wnt%NZ-p3-jx-y!hrn+*1
zs0|xf6z{WdTKS8d%5!|!EO!TZ*g|X&INi>eR`xdHOVAX0H<Fwts`%j3JNuYV?}n(s
zi7sAb^zP|Vo_YnO|I@Kv1?2JDm$Rtl>fKIn0L0ZhGGaXCGw-m%l}kNB{={ryUq?n&
zVX$hpv=dcOv54m0hC@bJC6swxHsQyDhou5LxcVVC(C2SZ6IjK(p^lCdU#_&JDQBMt
z*pA8VN=0&eIzq#|cf@+GX68F6>E&zrDUd~K#+8`m(~g~2_rY_Gps{_FY`6ZHT)>X-
zVKd&PGkcO}9XR&FN~~tGNKD$kq1`fVwJXSxGNi#xt-#`7iV$)2`x43!6X<V(s{2(q
zS9NdUz^iut9;!d{9ZaszW_H$w7X53tVWQI1MVCewr9mS(lQxr;S08w@9iPVqMr;ZH
z4PBGt2>*(~Hl1mhYZP){@M?!8ppchBV{8Rzzw;ush=?Ie`V}4PSK!667c?8t()Pmk
z>{hC`cK;4?5s1-gYv%1RmjAG|Q<V%Ke70sE^V!;JwJVZqa7@>Z_w^vqwcAGox)ws$
z&?$=^J|5BY9`~;56Jj=UC^1{uQ6<n`|G3I+;ZrHCTlOGTU5C$gePSe9e=AKvsTrd>
zUyMW6<j~H^?7OuSQQ!%z&xh)Ikb=43B-9>Xyx1p%G<)y<iOJGvTnUQo7%X`Sn4zsF
z1hsV}q>(*bEfk#&*T*t)en%TsJk-cWR&MT{<`y)vmwG)Jwt<xzr`+)?Z*&5~_Resx
z0<=dzpI0N9IF_xE=K*DQ7k{J@Xcs$ZFZc?|p1VdIi1YLDrfOv4gujl<xoRAoL?&gc
zJ@Y7;OMwHC5k`LAX=wg7;ggh?LYd5+4_UJda@vNe%F`YDRNg)g%@gCjtLiPXn_^@)
z&L^UP?CuACSF2J^&qh&Ti{2mBbODnb+NU`K863uYssfLfdB@eNlU^58!athr1P&-J
z?U3s6LUx=u|A`?BxZ+CoTG8%tKVkCBIV16Q3l--A)LclMXU>_94c@FdryfN)bIz@>
z+%3*ISFt7MoZpl0#E!Q&wln9<OAs*6ob%Uv*-(N7pMyyF=bZDjTV<4hH&OoU4`?VS
zVKw4T+&e`9tP$4>Nq2TgQ=+*u(Bxxs6}|^`Llu5o=zjhg=p>-GmZF1$J7bjw2e6s8
znKJ`5!f<f5irQo~IX-(3pW2U?@+fq7HGEO%1xBG~9qs9DK%rkg%BuilL!Zl{=EX}^
zp+BLU&!^A{29BPatd#YS<zMu=zs&;)Xf-xb&~4m?lX7Y6VEeRs6kc}a)#}UsC>5L6
z>PPO%(dsoQ%F*hD7@;j{bsby!w0iM#?P&GdY69lb>ep!(o7d`ub}LJ(`;zqLw0ez@
zbhUbWN;Fri?;e_~)rV6-RI7(ztnzF1bwHo3)sN$Ck!jcg4WZRkW9$EY=jGz%?;?-B
zDS<yYdaTas*zedFUOiD5T>&u;4!1>lvq)2>6aGapbMGa{ohzY2*a@DtwRyA9p2t4N
z8Y=uXj%T}PXx)_uLz1j(uKaO|tbA?Ql5dJwsMaGE6`G;b>tRDY!wFc_^+$RY;OkRf
zdF`hb?IwFk>5s)J>ZMx=_1B(#n1Lrn*Xw`ztc%I#3{{Z7r@z}wv~=DaQ8^KWZY&(e
z5`BXKC7nzO1)`+^tj`xMod8la65SE=$4VomNg!6bZ3QKt6D#$CjI1KDk2L?MC{WeF
zg>*`?inW!a6%XO=VP(K~^0Ef^R3?wL1M1DeL?MY9a*`6~EO{_flNR4YY$IyNt8Ai(
z`wG8XhPY33&efjS`hMK)Mn*ytHIhg_;Lw6E^Voqja7~eUd{%0CO%WQ|Yl^N=Qsx#P
zlDgTFLYa3HQ1F~N&zPs2?c6@JY9CsG8+&51)=D9n)W>VDYylkR@+$H;4fBZdDvvw6
zyh0|H*9s=X=etSX<c5={C#O<vB#tuyN5!|^+d_MDs^q&N1x;=rli=HtNQr3(DW^jQ
zixZ+)pvwC?@(IKjhm*$Ihtb-p04zy4hjGe*7MV+&q--xOWA#nc9N+DekmWE}96Y59
zw=+hL&hrwgvCW{|Vx;&Qc3wP9pzCSOaXkkq>u^1Gf3p<WF%D6Tl3osic93JrIrj)E
z2)l+9j2<2E7d~t%RF8>}(N?`p&KZZ@e^%N3O4T$Vz{N?1T~vc@terV*qH*$Ad$=7%
zc|1vKaSE14j@h?p%V^%M|F${*`UOpkm8xiZIw7`x3fP|mYPFzN4dGM*W)7oe_&(#D
zm{bUq)u^fU(l_PKxq8<jox4=f&k=8g(bmx{!jX4~w2nwwgI+w301!n<9^1#5))~k{
zYyF<&46Q+&giUYBX7aS>ubgD$JJkHhjwsX~FR)1UV@HXHm0Y6SqE8{c#D01M%%z-8
zN$8!cMN;%7yP!^IB&|(9h?IYvCG!JYY=_w~ZjICo#Te_@qPuO8xIKA%8zk?u&VB)P
zG%o7*984M87IOF0p>}NLF)Fnyfu8yb<p63JYRW-5`Sjf(w)uNK=-PctA^Vtbo_mGr
zs}Wp7nVILtk}Wec1m?Lr4)H3$R)=T6mc77(`^mgOVaNLyV^%l2-a2k;;mOmhs9uH;
zeumhuTXdqlh~2~Ej-(rhDd}D=C2fPwc><%fJdy87PisLm>Q{=-i1N4#EeDU;YxipO
zC3`;FN5)y~tiPDGf9?K|7xnaDrRk!(_1T^VVH|N^<S$Iu=pDwk8do%s9rt;K8S9%x
zGV;ak_`E~uH1vbppf(6kVzHgA#kL~qO3W50Y}=t)JAbzh3*j|rV3jeUv$0Lapjzq#
zrLostV3?l0nlCwt)y=qBOxAdbOSxb%-|#}eR>_(QX^7s9<6kZZwHn?<>A!CLJQ)#Q
zOO9L=U2zD5c>Dw>bK~;W@I)0mW4@Pt6GV}i9U-Scu3cNY2pbnwER*{=qyt(LOS6x>
z%P?uWdNKJhx1)3O5*#V$ks<>FDv{<2GGrXfVul^ko0PK>l8gyCY~+stRa{p!M4pRh
zorgy)<U0j?I!ux80S*IHD-G3;=;E*zXMa4d68cdyZQB)NV7(WbrJQ3qk~*|}JOYn!
zW@Wx<avN}Kv{+@kJzz3BD1_jkky<@hMZgIRGN~?bIBhQYRp{J|7y6?>G<ECOL;zi8
zG=&!!-aJ|2&XdM>4ug{G{Fo=Asev?nKC_qWGmXDIU(AN#Rtp6%a{zEj^d*mBsb%y9
z8?zD3krc2mqG@-(2rC!AleCZdoaCdw1YP61s*RKEM_%$d$;%J+D!}u5^T1D{%A$vp
z<jX2u@Z&@lv?ARJ%VC3_y-ZS5w1qLw*J)*Oz5}QgS1ES+j~uYIV#Dq4pPmRy4kF&0
zCE05TP8UXL_dtCbJN#r1hqF<fa;8)2-froy1VzfZgUU&Nd9H!$Zz?WE1!KIL*@D5Y
zIPBb3av;(9Z;vvxuVHU2H1<yp60(+yM^yZlSg8QpHI0^vls<-(@OrIk2-U)!DpdRe
zuskMYRIn-Mvum*4y-MuIT~kj0X=_3j?t6~1n$S-J`IB9*G+jT?*T6E|h6dS4DnZO3
zSx6*CFLG8oy!C?#zL-0x>TkjHT6lt_#aRw9xTk8|<V^Qmk+n<nZeC*ox#&e_D_{B0
zLSMP>bRgTv8HElN!||!ziWBh0x}tmS0w_hu92eu97K$8&g39Z60*m?xflr@qZvDAX
zz%%CtDvR$-Vp0aU9*#P=@UwV9=!(NlNfAm5KST+SOkGiGTjF#Bd*14_K-SqCH?_9E
z`S~9~{!jMv53PYkD8o20x10SPU%mkBZ$iTO)usm*YY%>{5GA%cs}CypU?28tzYn|r
z{66f$KJ3Fj6zLdbCh}ctD1)oiv>)F!MV2|o1SR`7Y|sa}`W;Fr*{gCTdn2N%pDEcs
zxm;zjQ?6Y4#yg*^y0_0&D_)mv4Oetgi$$){65#>Qzrt8%w+-$p5mJJyj=1cCf<&ta
zx2hE(rwF7+Z!<0Z7T3vVasKko?UZ-%%I#e<{V-!9Ud4Vzyu2|!b_ICHTrKx)M8kSV
z%G!O^J+*sB$}Nw#b4LmgBeG*Qe+4b05i2zKDC~<AG~uk?&~DMfNbJ(a0!x$k1DMNG
zYI;D5<&6TYm!Mn<BC>?hD^ARLo>Chv;GR1Gw^EqJ{m5@B!4fRDF&OR=s{`bmX9dk|
zMiU|YdOz)~d3>!eA6M!IB(C8w>#0Tb)4uf-xv=|+=CTqVI)fkMl`yy_%DoZ>ehx<n
zjZe_`?&gjRduOkVM!b9#uabeRG_t!(RVf^)34g&p4%r`kQIbNyf9DJ?39Bjp0(HP6
zn?7~yk!ki6M3Xt+K7HGtH45w=g8ZEiyo%t5YAh&ZD@3%wj8}l<fRmOobf#A`KzVD1
zfCkw;U23Q92tg(|TZTJ|e7A@NYf61JDnmc4mKYeyY#f9?7s%_tN<BGyXD{)|b3q7Y
zV^Jn@nAS%RUJA_Hm%`(jtsyCBM1h$}FQ-^|!$ct4y$ocikBxRdbB|ux8{;YlvD!pj
zcg!L_43K^|wZ+6FHGhKQh;BhwWiG~z*u8n&&m6BiIS+tHjQytm;dMx(H%t9Yt}1TG
z%hh)eZ-J}Dc>p%U6|E9shTQ4h5|kHb=N8HcR?yG>#-Lq*BfF3nwnv~HA{Ys-x<VY8
zV#-I#a6VW$@%Hrp3$!kqk(buJKpmiUMK-Mx+BrDENTi&8dx@H~rSLTY69uG(_2AFo
z%wYWjntW5LP4uEpB0>vJzCoYVEdJOS)=Bifv}Q5Xu}wysU)USP2IT#H6vX4C8F=}M
z%&NE;@6!a+i1TJ5_4zN_kv9_<v~SV(nSJUP$$4D&smX|%RM^MF8C%E1FFhu@cud$`
z#)}}}1?YV}W+T}2*g9;%&KVOQ%i%|P%6VfZhR)oku^+NJP!2fGESM~$T-0WYR@LRH
znxIv4@>Kmwt7`L98Cp<)99litN<LKpS0ikSyBPxUTTbr+*O`6QTVeolaRa+yy0klg
z>#%%7;dtM;;HXT2M8GR{QMvD$&^7u|y*V26HTwLRj1Km_P{gmDa9#*klhFNwJY26!
zMDbpsp=T9Wb%)kPVquwk;n6}v`{JG<{RRlAfEqSphfBmoEQdjtGSgDwN71KHrf;JB
z(RkCcmJS6?1#*`OePXD%A&G0koq_T2qb_26Ik>5U0lknIFs-}&Ie6MLKmzfYcY3Q3
zn~@~s*kU~8-sIdk#n?m<SEJzLAzwxkxVF7q@J<L$r-;)Iz(+@1;gswNVfDv7k<D>P
zNK^>|l`;ANQqV7M85a9S`{hc3hD0e0urf<O%@Wh(;Al7LZ~8$~2=O;(5ZD;u3eOV#
zsF30-m#)ALfb$2A8Jyso=;Yss{-Qo8s2Te=_*L*8g~97a^~t}bAY>EV%4T$~xW2xD
zP`b-;>IL#UNv!MGdqZKqx*ri^an<LD(le*2QUWo)f6Hd7h`%K-GPz4lN7UF&BEfny
zu-XD){w&eJW}+F$w!uB|VeWijUR8|5Z8s30!2gDvd!8TaD<(V>#n|gO8en2FPY?|E
zoDAy`UyduCaLo{py~>TdQh%G&mjK)`816@joheQHfhf_tk&Ik5!nBfTgI>vmjOUc|
zDpA3RbV!Z2xsJ<xz1j^|rS`xAD$0}dt!!`|cC#eiH@Z8D+Vs*`a~0+cWJ_x*uuNjX
z%4?gU_n?fAH?tklc94V*K|7S2WV{_&$cR*Cf2a*Gq|)o>q}Q+qaB;k{-6BTh`ND}P
z<_5+g2qB5dot?_u{>RG~z}Xt_C31i~QqBuAj2yaA^9{u-m5NM*Mh?iMQ#o9@p?x`A
z(_-Zi2!3I$z0gO}Mkl0?Up|W6etnsgCClR_Ckf)33~(#13oP}XmU<4x`-u_b2L%d9
zbJRK`%|zk;596i7;BadcpEVC~b3WQ;j<dZlr$|Iy5NB43c(UdF4T>r67r92z8y0QP
zb_OnX)M}-^b3|>f4xXUMn=;cZ=^wPjFZlgz*MH#Mn%SE7gdEClPr24glYlrrf~txg
zn4!Li6lGkn<2yZXXNyc{PtR7aA}Ci|Mi)WqtFb)hBmun|($&A3rpdAn#{7!xk+=$4
zO1Hrqgv&nyjH6RqTV^O9Tx6dY5m}T|3k&fxTffZn4sgj1*P3l`$xd{Uk5*tA0e$M!
zw_ixQ>--`K@h5S9W)}!%fz1%bbtr?wb<qP*2g6zE<=Z<ka03zx@U=6{Pxy=9D?<lm
zB3K32g|0am&vlXS;P?3UK-$LNa!zQc5ofwOSTo?nF!mKVJd&ls%dgyJVQDqeYWkJf
zw3-wrmdc&Q<I5d&J79wda~@jYYCZ{-WZtXU#RGX@SAy_9y$Q|*kwbQuu2=kj+`S8&
zUeonAK1qa#Fe6$Ww;B|Q>rixv%cL<362>J&i>B&cRLQtD6(%81$LQ2GN;U4OqEl5y
z5R-^JX_X9Bh9FbdGbU=>2Z_Aj?^^qMp7TsD^?Tp{@1M_ydCuNzuf6uV?X}n5XP?b%
z<S1w+5=Li+!+<f_p3i=Dw8HG;P&gzV&QWWSSK)BRb2ydpaQ?i$r?qAy(poT_S>+z&
zISy?(!?}+zI-CYzOpfET9}c3fGHNdZ_wb5m5y3OuFoX&@9d(fQVrKz+TWsHgxj2q#
z*ydahBDtwGSETd|(G_e6H_lCkcw1(@q`L&7q)8J+DzRS8BqlE>B|ko%P6p@v8PGJr
zVM(wsMr&tPi1y|seoNZE!OP|D>6(E;Hf~1NuBQ3IA^!J-?I%sVqGZAvGds~~_rRHN
zvTq=Cc+j#WIbZQ~{{-pcHo<YOZP%skKFVxYZQ5;XI$5H?124_$WIY9Ln0Qag1sgm(
zo%(RJ(}%UuB)J6;jfgQBE8^2S;fCGK10fs}>ue}0KK74@s5rk*GZEj_s!bBJ+@)Nd
zRz&j!rhzc3D&v4L`7WO|xCt{*?pAHcqi5#2VAm}243la?HYc1-Ka5m|Ix!4d){(;n
z(Y#n+mS`tHlP67l9<qpU6pIo%3%&^&OoKNt9&4(C;W-Xa3BHSF!63_@<j}02JMmvj
zH8tm-8{~tAC2~{SBq_&gi=#DLE4sDd(nJRe5pKichv>Fz{Aw7o?mNv|pW?-+cU})D
zZ~@#Vrh;WJ;mnYRL@8HYI{8L&%^%4<LJ6oNJ-RV8>)QtL-=GI56H*(mtrm!;@j|%x
zxZ7Uk=yjh=-&vWdO{I1UYGF8z{zpir-+H=7AEjRqJQ0KKx^#dW9S89Tg7o9mfR{$}
z=zynt$hz#@z5}Lc#4-GZ6$<A@vaF22vcU&TXJH6k8~2yK_**BshTb8ilP7~Y_;K;Z
z4ZUlYPM$4KgZ0aL4ZVXV9MYASqRl6)*U)>+gsmHT*DhrgUDEX@{Ll7UVfdFruU+>@
zU?&F&XKi6B&SJ&YLB&?4;wV;J7*q^56??NnF5omH+s;&M$%@*b#g3+82rFbgWm@cP
zDn2Sj#rkYvkA;|+VU2#A=1V6p)S*!9?n9#oQx^mHj>n;hCCRqOm6VLk&DE>JpFWQd
zPa2WW+ST-T8{{!-lL_A!U7ZI!v%WY-A0EcTzPbNU)L+TZxB2r8{M38ncL$|bV~mOD
zwAO;L!DvJktwxCKUsTzvj^>kEedI`pxoapa8OL8l0YvESMr4Y11N4V46i79q7z@To
z^ErB!lv3Tjj!;oY?8XWd&!K8JQh{#gP!e~MsnG^xBd9TMWIP*0l~<yT-HEiLxiBcR
zxcBo&HgZU8g9CyFmIrTvB^I$ovKinEB`?tA%wWumFVSW|HT@}qX{?N}gl?GFQBuE#
z>^{h!_L6$Mhs+t}RyU(mK@E~a$SOTDWzr{%v4IF5Y#WJRHrA|R6bjsks5itfe2Rv;
zIiluGIewfV*lnokVSvdR#Gwmqz?mT6>^=LhLBMJKFlXra^nUKzJt?v*Z@fR*neB}q
zRb{k%d>TCKx(P<msMu0I`Dyk5pS)#Mt?F@!UCO4DDh0l|RrJ>$Ri{{;N83IiC(Adl
z(cuMI=$pG<jD7Q_qRQ@AK$$*T{rETf>S}>+Zk$5S^=pGe#`O~Rl(Km_GM`+q7W=dt
z{MuT~vSJ9?sy@(8E~f)HVvejm%xfXmQ=fwFy7o{{&ENl1o_f(>jPUP)7qy;x9xMJF
zR9H`aFDs@671mQ<!wOy{We03M^+l{WDX6fX`gm512`a3oK7bXwutHDU>FD86j{Op^
z0<`htqvp-<j5S%dAHR%h<64!@GJgCg;{rcE@a#-Kz7PU)e*7!oaen**JQzQ|8_Z(g
zocQsL@KgQx&({?3i(88Pc!B|D`ted#7-@m=PNHJ@NMf_KjURU^5&Q8&(I5RdtLex2
zw|0c6R_T=cGdy|cAfZDvHuB_`$A-{LffRc3*`!tj!t2-|^5k>T#yVU(o|d3Y%>?IH
zJ(5Em65HV7pur@L229xq4J=}d<S4)yN`?@L^W^k``0h^Omn*nd&zF=njnbQQkS!eo
z_u9)2egLk-i!fV*qiMjcP`fxN#@pr0C!k8g@ePio>f$%P1b78vRsJ+z5<GYfQdg7A
z!^c(h@4DviP_v_Aa2&#}l(&08><F~^@tEjj3~=;|_cP~JuUk+u)RyR52^gU{C(gtg
zsB&TVZL5<so*rh#P5jsQIeE*ZQ$19pYNW7Cvyng3DEuaAhQcQESut(8D^*KYvqCd@
zbP9Mh4c#}RyqS#N`ep>{{ASEWm{0WHo^hBp<!enm0KTs8bDEGUt4A~(hCaLYM<a{r
zkAESzxM0I1Dx^=s`!}e?QVwKEv7Dy7Pc&W=oSWl!SHA$u#RXU{;Hv<ISWXGByaI`K
zJt6_Tj_Pn?F=?*vewf*QSkV3^w!et&Wjj}vl;DmmCCaf&IJM@kNfYlXnQ#E;z~HzO
z)8>!B16;PI1$-%AU-Hzpn70>ZQs>MD_73>n+%+U1_fnhz<X0m=v2yNVP57lbH$kz0
zgnW{a|9P37z+o!U4<*dYC(o=VV#fgR-P?z8>aOOVd=1kBCEed|m^h<k0u@M`Y-gI>
zh$fBLl7mtx0d2D}3>hf2MT9vMzN?{TMn5E9M%3JM_Ja<`u?ELcz|plE2_oYg$D)5}
zc>N28Bc$;n1H27sGy<yN4oD80Sf8`fFzF#J#7>YZ%9lSCAh24tO2Ah^{#}3}QBpXf
zzYP#3%qJ7h7>L<`heYLRM=}w6oydT=L!tZQg%uf)YAWIj(bUywSCV?c86F@Z2yCJZ
zJ+3ixG|U9qltb{x^1=|cw)8E>TPzbEl~+@!IF_HMag)ak_HGW&474hHpa-Iui-A|@
zfvx!P;te>LPhROSbhh*N=tFT1qU%1X;qeVAe1z;)Pj(jdp0kA3+~RAFjB76UHG8@m
z@E!d0HMHLV+u^=ukgEYV^U3b0F*AmCe0v>f?_k}lGzfUtQ>=F_@a6{*SiO03%A4PR
zf~jg~t01zo`hg<#_QUu*-aO~4D-R@7P?fLV1;!^o=T%pgbnn9vXcIxv1o<hgS~!S!
zK0d_sgWtRHtth2^GisAg3}MD7<>4!who4;{<n^#)^hx(W%vIhlm67}3aUFIW740Xq
zM@4@t72=4kVwRm1E;C)h{Z^o>UZb6xQdz=T0q=^4wmf!<%y)k^N6_UD20L(?nIR6s
zwLCgQ%+MLaXz!J@3{6tD&$83QnzRAgHlLzs#awq?3v?RI+gg=YH0n!0cP$>sLFfs1
z^!vkm$>eZ8sZ3}xe5onK`R~CV=RYCruG?cg+ZW*3n(qP>;JG2d(?~qW#CVo*cgN7a
z2(POZVmK<mZ~!rENDMlqw78MUG%@FQm{q1+42Dm7jQ=m0a3Ev?TcwL=3Fej-bUEEj
zMYnKPXu_$dc>HV1_yLqp{t1zHAA%;$eELLX&`cCg$HYDgklYj?xsrNgP#g~-HFq5*
z6SR}eKkrLTSA#RzQL8vHC|n^7oLy@P8hxW78p0BoW7m5!|AGh6I}b;<d#?ZWBysjf
zfH={bZ|eBSqDix+(GR1iW}$xUq}r&5M{$UUV1&4D*;0;AP+UqeeJ1N4EtoA@DH-?X
zSvMM-dn(T680UUEK4J9_0-QSlr-RHVV*@tqdLqckK{|%L&+2m<EFAwC28*RMK8bPb
z3ySj{GO5{wT4wer*ISCA<Y*%hztn!Bx;;H^bE6I)K>6fPU!jd*4&BA?%pi|i!g9`9
zp>@6VrRV?e=xQ-hqdOV&NAk?x!AqGikHC1$mTwBr*0B8U?^@jK*Tx>3X7>9TM%nc*
znd}TX$jJty*nmu?8l&@Bx0oSZ!=cd=MMJoG4Ulc*eLoo{+`=gxm03HPvi^abHBX}=
z__=WkfbE=x5$2O4*h2mOaQ5#(e;|U8*{n3KsrEIWP>p<>t$fWwS0f@C;%j8SkTz2D
zA(&-J5*f_qkd>tC91<B)o_y7sU$~k{9LBu?5*gPofTVkzk|tOi(-1!(#BK^9gq%u<
zEww;!j0>6w#MW%0H!kUne}65xD?I83BY7PiCmwT#lyiO+Rwszj>~=ZsYJ;aSpTMm@
z6mr7>$$au{k=xj3@!UBpF`~Z#-9z-9unb@jQ<zV8W6sRX{F2q${z`DSi(j5ot8?%l
zqG)Q(bCV`MS5i9pcj^<Q!+Xi&CevZJ>2O$Khr5cq*F!o71RZWdahm9Jf5PxLqG1l^
z-#?a%8mHF$Ghg#OxPdSIJWuP^A?*I3c!9)30Cr>>VkVw6@t-9Vw!y8dVzUi%fK5#B
z6vTfzjacZL!H4cmEdeFuiUt%G;1jG_8fu<LXpiq3zk);LFyT=tn3G{d@P8UYSLi^6
zIn5lLWzKtsIcs6`-TZhq$LURdmtHbLA{X0tDe!h-<2x<9E}acJ$)ly8vkMj8v%uU{
zP2mJgJXm5$oEv%t`{om{Z=ORMcn0?A^edt7gQ}!f`Zffu)u5BbPd;0^EML<>zIPwQ
zjIyjGl<0K~%szl&zL>7jv$>ykX@_W3?w_Evp{4_z>;NavzSmaITGt@^@Kca~3A$6u
zk>PzCjjW*vOW*qf<5feMLoE~Y7toI|hzN9!2faQ9ou3B1-h-Y_P(8kF-%71?$#rue
z>#RT0^giZUR-6OGMl8nESY3&OSy#7Bt$Bx!R)=r=QAtU@CJ`=<Q}LR0>;<x#N9bu1
zHajhl(;Q{?d3Sl1FT(dy(qG=qi#_AqG&<wS4us;k%j2B2a8J}bl9Q;v*8MD<`~o`X
zZa(w;UPvuSEs{_K+i3qW?l8rP#+t?XnjWF`96i2cXnp#A+M0~hNOLyS9Hy|^yqb6V
zMWDA9fbu)CjOOG1Ul~I|=aa>ddcT^*+&=&ihH>^3Ll(^Vof2M(Cd?gCv)H~*r0))3
z>>Ok&6K2lSV<lPz^7z5LUX%IhF-~9v_Qr4no>o-gudUb_%IvUJxP%#ulyuGootp2d
zLz{%Q%i`@(j1K6-OquxC{eTN;;i)y)(_U6l-@kh|{2eS7Bw({Jh0E~w`WWrmwyADd
z3dgNL?dT~3Jx~LEse>IKLBCKqh%=;-%W3JX(NwdDP5RMSz%?{h?*f0=G<K2B0ME{>
zFvLv%L;-{tnH|J!ZXjb+-`zwIgYU-}Wc2CvvruVGP<o_)FxL7Fb{^Z6j)`NyLXQM?
zenfDp8BVzEg7uV~^chc&)#W@^Iow5Z9U+63ccxno7c7ccB(g7TUb(4vbB_l@r`c?u
zIkJ#Xw!tNHD&>J)m#ZgbHpnj=$KWgjIz~%;14vTVHPd+#WhSl0tVM<c33xOe@gQa=
z{0G=OC}$>e{zf<xag95s1m8jBRvL^0{miM*d1@Fsd4vef1>pvKxPs&5p&whc2U9dS
zuW4R=#`;fSWyFsm=>;3ul|}CB?Vq6#4LbcD;G}K=N<qk;JH{u-a67Zyj7b}m5ibf7
zGhM`FMwh2n_!}!)jFT846qHUGqPiM$a=-^@W5UhvL45Ws2iTTRwi0=E@aIAfv0?6b
z`8>TnEnfxcVVcxv$PMmvWRfuAV}Q0DLeZ<@jZm&Z9m+eQ_wBRxG*iwec$*1hKqd`o
z0I%@F*t?02Zlb`=(zaQJ-!==;5V#1Rj9WFhHGdDE?Tl`744d~DETlwR$oh6LDJksq
zFWONj@oudhVNwlL@45HEq?%yH>jx-nZtZN=Lze2~c!x-YsVqVGg0E?0P4Iq_ecw}k
zOOG>!O=WELywSSHad@y6N}Anq;gi1!+oKaL=A5U`R+$e)lgy0{Gn(TsDs=wzX`IbQ
zkH|v}!?Hsatf{UNMHq*8ql?H^K;WCuRq{FbDjXq37(i7tPB{UHGRElV;dsH;Fy;yx
zVz^sTxbJ`|S>MwFP8`p)-S9~SGU`N)kk(aN73A;zr`A=WAuYbw=zr(hG6DcpSG6a&
z!BJg{+sQd=h^<E-SqQ!-EQoL(QL1h5`dhh6XT1p3kbVtE9ru@$zp9y1kiV*iX<&!L
zxSVH1DP_s;^H&FmVyAOWV}tzF$)v}i7y;Ew=dW)3EleO6=C96@>mAcL`vo}H1I~2*
z>Wl(BCo`j7kiU8u)2%h)ry#X-{%RlMF-E@WOIaAs3ozt}p?LnPf8#3Tum1g-^g6vZ
zTAugQUZ>M))<ds8f3>T4Pi!Q>gSz}x3l*{;fAy#)Sp>;5?}=cViSSl1v><=A-c70e
z)qy;xU%=2)g2c^*z`08Ks~aBkT>s?oIDa)(b&UBGpTBAs>eKnFS2Xo8iDUZDVy}2}
zD5fxf)z9Pf`Kw<j&gPi$Lv?(@r{4xR&m@Pfi1Nv(fDQHZYC-;LU5rTP#De_QQxYO$
z)+xv+{fYQY{_5~|(UsT;BqtO4u6zfeK)fdhnV<J@fx9J-{=w$29+L9D@>j3Q(%9#(
zzAK{%^H<lP1e0rdA=R^?r9OYfe)l%>>pq$N{s!>r{M8o0D2}#j%)rIwubwBWg8bEK
zLH_DPGRy=N^HgRsD;^0iT9Chb62NxuY@y~{!xlPsp344xF6y@;2#G}wiEAeLnqA|X
zlYGrat_E_%9+a=?7uW2J8cUKWUO!LL3)E6i(i$GgqpoHW(ZAQ_k;u3n1>d6l)l+GR
z-x6Xs#V#cNfe>N-YFf}lAWmkJFn{&ou2gp6(Y7FHMe<kM!qXJwuZ|PBrSexVp?iqF
z6P969BT10I`XXVqra+znW4bnBenhO!!4E}|%U?aoz}_@?Pt{5jW;TCyN@0ing8Wr3
z=<rxdLg>P~f;N8zIc#}IU%9J^x51KSbr2<dT7W=uS6gYO%Z|2XZ*rF_8e4KU^Hztj
zAS1Q_5I(sjxh&SFVhf96q3*^j!0Ss9y(}-!^%7ER@RKAWpO6B}#2I8lI?uHQxMcEN
zp-b5A9WpE$_9ejEC7ZXgkeh-$*EiYB$gB&PyQ*xS3$&aj;hoQMwQ<GRFf__>o$!_s
z6p67puHV1yb6ooeIWEH39M?sFu}37;4{xU32`2z)yz>B1738=6Y^z;<YiA%z=ePDo
znKdNIZ>>$;QbT&3TIlmz>!m?oCrcFcp%^s5SR<?tdC)5e8n44Ev6zDC)?>}2+303$
zYZm6WhDG@;u>JAT#d2G}n=bn8a$92`jdNSa%CpaHZHf+8DYx}90%YDY!Hk;<r=y0(
z&rcXp@B2ZmGqPJhi&9qa|DM!_*{wBTh?wgNvs-fuK(AqTOJ3Z!6!afKYsGz}Z>BR_
zIY-#*UxBbNzcp;-^IKR?fJQFG%z{ONgkuhJ=`HG}tYoC(Cr}EvE(lMAHI1tP4y;?C
z^q852_Wj<VZoS4~Y)iw5cJa%gFTFMwmEnI-hxydzr(!Bz1ye||F01Hu{2PIam&4H&
zpRBfwSg!>^nbeyl-yQ!Z!FCl0jm{@mv1s=v_^#Nm;1A|Fe=vy|q$5}xtQk)zL~y7S
zz04hF2PmxU^(>K0TVENa4jjs}8Ko;tMk#}5(@61n?&&dtNhOqsL&}4M(h;w7z(^=D
zLyyW9B3R=<lTe~5PoqTDD9*!39syh`q117JrhS5h(ozw8c0%cNfJ5WrgwmZT1Rbe_
z(k~6>A_*nF6wU)&R6HTmNcnLN%8VsP#Af||vQpKCNe2IMtRjbnwIrx?%2IRi$19a`
z3wLI8!V{XyPNtJXPouy%%}c3@HnHR~ro%#K=<*&zaaIgNKL~g`A)R*l2%*U=?SVQF
z+93v1L200$fzl7-=T4Kic!Szx(lPt97S7hCQ0{LP{POWTHa~KSNL>30a!1bq&h{lC
zkuu`)0C)Ey!L1HZ=5>3I4Jg5_ldRTR;}YSj%Mso0YlPqa-6?E8s%@roL|;B6em%|+
zy{(0Dj_6q_jCU^rd#(c46S$O4bL~0rAI9YuZH+Z$Q^{FPqPDDOR3cwe=Z`vpw0x4^
z$5feA@|0JE3&<n6qfOAaDqynm`0i^8feVgub=A^EQ(Z0owi|&BH2`Q=hhjuMl7IU0
zRc(jjaVTyx#c!Ho=-_xsON}Q=eS(`aPh&e8Uhmg51b6<@@(B6mntwO7jbqDmbtmAh
zXXnQ1II@jEhEC?{glbv1da4lo!*{VjLI?>}#`(8Yp>S)|Hr}=-!Y>+yIE!i&#|9P7
z*YoaXooXN`Jxd#nl`eg}WU)9_`fh)C>z$X$GnpkZIf(6^C5N}<=CJWuxv|9O#vIlN
z!AM$KjPv7C85ZXcil!G9ImmQ(q6(8AN5M+de2>)c2VAnandovw&UtNew#k!ii%?b1
zd9`Ss%;W+@MZ&WoFCuf*^_46L+}WTzE{E~v!mQVYb7<!2tk;b})@u{!ao2+}p7RRu
z{G4~)7vMQO!1J$#z;mYJ;i0pA8^_}<T%j1V(fGEcKf;O92Rl$^54UZ@Zjcn)H}|@U
z1m<S-@*ZLaf>GIi#$E=o7ZM|vsu*;V`A*JTh0Iu968GtoT_ztloxOez?edv1+6%gm
zGh^3*FceNVLpDmWvyv`I9-xYv!#h*K^yaQ=SwT5=d_Fam8LQ+mqynbDwx(ytc;M{%
zTvnqQC%YD-qHCe9aWG$px7l8dy<W@Hh1D|ax|3Za=xFpvq0fvxDAcDjV}~g%lgOm!
zUy|{)@b?UgsSMK!`jCQm=q(ke&x{?fIGbah-L5#BiDy!P^9XX-XU6^&u;GXF%|T}D
zGktD@_2NInU~vk6mhc*`wjeV$lA<!1v4=aB>Y3#>5^)j9lrziI-I?X9u_J-;q{Q77
z<d~iW4oj}MeKlV1Fm@r@0y6#)9QnFiR^>irRwBa+Q)WL#38IGbLOch;G{cnHAeS;5
zB7~(=bsN&1JQ^SQx+xgWR#v|uP?s{hg{TTrW^V*3v&UZ~M2#50)hbM}<1N0!l-WKE
zSAEjyDgtZdus^%=HRt=9?c<u`e9d~UM!MVA*U)|yo78NB8oPQGHT#_7(2k#RphD-e
z7hH|luaGo}TJaWYERq%$JOCt79_)!U#8rgYEg<9;LWFs+=Aem?`Xe?8^I-38PL_4B
z!!1B6^I)7<itk+#a<g1UChQ0iM=BGx00cmyov?)Y#)pYdH(_PZzgVrAu({x3*Dd0E
zxZ_`q>vg!^rp39ozd|+iGupUwS+b`oeS<7d3D^XW&60h;keJKG^)tlECqD^@`5uLB
z5=W27Bm^4d%RJaa#c~-7q#~!h4sV7f7iP+K&N$^&W+Jgmx1|iiY*`OHxyzQNqYW@J
zpIj)uUb1CA+F-n6+5FGXKnEUuK)1YXS#&Cl6j)|nNM=}O+EZblJP%FMQ(^Ey&KrF7
zPckmbmdU9wyhWN;1UW%$6yY5<GqQUGa?m#-IU2+CDh7bOP0E}Ko5U6JO$e`pQ(-$l
zXM{$AtkBO8f&`JoocH2cm$!`f;kW^7ch^UvF6#stVQhA76TryYNluVi5k5ZLixAL8
z)o%fhf()BIK_+x;*#{jDhXb(;za53?Y+MV<tT{_I?qc+4%=rjvyZ9H;ZoYXQfga&O
zhsU5lNP`adpkL8Q;)uI4T!2zH`(u-~FdLUXZ3foiG}7+HGIDD*i5(#%Mpz8UCuYPM
zxu@jWXXKhDuVO}y=?H(?%nJ1TJ42wFm4kgDD>ptPD|f0!^XAOi(N~b-eDY)X3plC5
zTwIj^glW4SqLXH}@3Xh2GUby?+tc~DUptbRj~gH6<0@A=A2(j}arVer8F2R)k2D`U
zQ0B-Pwb|$77Cc)tt0h`}2uN1z8U}PYBsNa}(t;2W$*^u*K*f|)-6WthsXBXh5lo13
zb!qP>%J2)Hs|%^yiRhp&-sffK>Z%CD^`5cQE>IM#?aO6tuZvfJAYOl(6x&>#4D@Xl
zNv^Jwp6K7s6G^Ua25SQZt%V5gkfI=0XNegN>kD~On5&zH*%4O)4D9-&rsta75txnd
z%FNxRc{q)Osw$GZBM!LY={kvN9%I@wWI!r+chGLB+}$8uC_jRcW#sNQR`BpJ*hpv#
z&}JS6YrzH`tSHXiy(_zR>D=8Ml=g8L%;xT>iPM4=_5kXkSx-Do#1t49^GDH7<VoV(
z-KIiNl)FPVL^35NAl)1Tk8*eGii|smbRLIVkh_B_xl>_`c|@w^D%CcZ%iHe`$+cyk
z5<3%h7(^$C^{2!ZTw_j&(RdkssbGduie|z+_aE}RowS|C-&m@+<levVnk-L=T}g|T
zkRqR~=@Wd>;js4rD==|icXH^auff3Iy<adFeg2f6i-dv%1!mg%op9gf_@41K4XELp
zg}kWRdW%8gEnv;g1U3-b<rG-2<KSvqC|eJ1l<#9tGaXD?e?cEaAAvX8HE-wgFurf~
zR354o+$ss*dq4hfbSvgfLJtj&BRwvTirn8b8w#(wH)gy`zfLxE3THCk_UzBI8SQ>!
zeWU65l4f*(QSubpAjiLVjuO(OkmTjCE)LJDf#di#%dxm<QI-(~>s}m?E+bx{<m2;d
ze(bJOx?e%HJ5UL$f%Y@FqyjE(?8f4<y5u>)Zw|QlY2J=l{N>z9NR6E@^;6^zhuC8d
zdCd4ViRHSt*;vM;lSqVzTw)-9=^)__Wx;=B3UbZKdbI8cfdprmF{;6daF1*=1G19=
z`LTdp7J}?%K-MuJdke_rA;|s)r29$|kGE-l${=fMzUB(aw!;O@I@ExCx}~_zHBDVN
zHvy*48f$7hd@U6gF}yL;t7&TV7F?2#w-iC&SimmtIT&3V;FCOXn>)4hZ-~kQe1e9P
zCQd1tfG<eGweSUN;<)ljnEqxc0_*ch1scEv*A)<X`5J{k1&GD6?C*{yf1K~apqneD
zo6AZBN4q;%wl#1xOq{yzxohNWrs5<v*D^AO`xGIMX>~g2;fhcI_5#AkPeF@hfViF~
zN*}Dhe00;8&e2R6;)c4$u~(pRbK}IRM;$5Q(xT*@cfgp2xn-8>4WNwp-OeGdt-ss&
zyPy7sF5!L7c>*JB=;H5ON7oZ1R6=$k<vA4FkiC;_ZULR$7X*&9nFXf=1sAixxLUz+
zCJVlEKyGerZc*~=+@;G#=iZ2Lo)L5+1RoO=2-OD#1w#5BL4nXe90kVuUlV;fu_q&e
zU?!4eLy^WJ4yZz)^<2L*&l`y?&Kc~ok+cyeJgVv;?VFXM^80y=6wMZiWUT=oQi#j+
zFSyPMaP1r5ni}G=CO)7L*G)PW!S$U0SFeETOALF4xU4UDNPwffNL_%d1A@XhWL)<I
zxO#*}Ge+w))LtT7s|C2O2yl%LaNQo_vfgFWLb_Tv@Vu`MaD4-~y863}oA96l^;Wxt
z`1grV=Y_fK&#y;6c_IZm*Mr^=gZ@1YdV>c&GY0*A8uUyLIw}U8kOm#)LCa&%1Ja=7
z9`rr3RD%*d>wn4OUNPgx2FaZG*Ao80b%prjCfQ5zO+MTk#;OwBzNEFd2TNcZ^-oT}
zsAq1hxUyWN&_=7dgP~aC6u~cdTuiB!u4IDx<SOY-OY%txrI(vhNr3#63U-Kp=E~-4
z`HbF!=AW{koPI3ObUjK?z+pFDTP5%ajde2YQs6Qv<p#zS`Kgs#p&5MpNg<`?TX?!J
zSw9t>=fY|Dw!=_jdT9(lDEMgzDw~>LjV0wei+qY#i*QR52g6&MWKbhy$fcKli?mr>
z`Q+pY%o3DdgZR>nI-k75L+@s+H*yotiUZ#w24;MO?{L*y@pU;A85MUJ?f?d>_9CGp
zfW`uiCk2pN9jR1Pc$j8%$z1A55X+W@D_`sgVrA<V<ey+`D_Eh{0<@JhyE(u25RS8^
zb(Zyfm!pMp7ZeH0o+1HeoKGCCzh_M`^L(pqZ-b=$3)(jZ?Hg=+Y7<BI05zKZTW`5W
zLHmP(_M_76C)oDZL*_3_)4x{Gen7hYF1Ee(ikBC(f6BBWxld5j$Ulh<Q1IXwL%;Qe
z`xmrt4B9uKeHXr2kFj&9B0~QeajJkj=2%}RHDi6vthi=`uem+0+057cDy~_>*PIpC
zymzRh;7Hc!H<PVfl1t_g6?5I6`|DZq=h{>Fr%66F=<evedp6qYt(E-x3p23zWA5Y2
zy|@fv0<6~D$0|<eU1qFoNj`aG7#<tT@O~It4z9Id;?wWC=JLy)1$H6B)TqPQ;xVr8
zJeG}!MM<N`COnP_V<+Lay9%}!{aQO~mI2|sGT@9D4%LB3SMJlT_KmD@u%Q_^!7<&+
z@97W83YFzwJ|dIM)|d=&4H=>akqi0Tk54XJ0v;XNu`__Ag%tlln}`a0NaS!O+p5Ay
z{T`lr?NumH4Z5yP<TuW|P|r(?dvg;%#(5TA>HJ~oHZ>pPw&F3pxZHXE+268dsN4b9
zS4R6IdZSt22=<_-!8h^N5=6D7+q8A#67@N?&%TQsVeOi8Z1J2AOUKE5(#87#S9`$K
z#5R#n_!&COT_LKML#V?M4|PN>SDgPfskw<ua`n9p6PNU>-{O*qy_^;6H*Bq#GODCD
zH*n6V%^}`_kMK`!;G_7XJe)<a#}V<AB&~4jT4?hDK4Z}GmlI3_I`nRRd5T{eGhd`Y
z3aShvsOM|fz5c#A2Us2emIr{E^9Zt|nwKq0Q_zUsZGHrunoI`t@zR-gjjY3O9J>S*
zY}T$cgk@{`vc{SvpP47S{x)Ap!UsO^KKTnkjMrlHgYUgLW|0eTTxX#Nzpxm11*lE%
z5dnZFJPKH|gugHqmN(YCsgu|Qv;|2vPowX`u}w|_VABkTra;ynwjU-l%)!E+u>IIh
z;v?nn!)fH~X-NaJuI(b7xtUc`4ZBAx%oUvMQsZRF%mbkvv#`%Ca7R11LU|ywbY(_<
zXNQNZj4Zc_mYs$<qe0nFIAxZF^W_Iu1m^?UQ0~e_m$4bq%IQIg`uyIEjLm7;m@tN$
z4MRAdeY2sEA+i}ab29EJ3|9IxCubk=&yqpfTDL-lNvCGf^YUMdjsKScJr8)OR>%+k
zdM>6V@=|zfrlz8|pu(OvBwL_s9Nz;EWcF(IGq3Bjwj-N22J;V!wUvHvD%KXh0QapF
zYb&+meOv1{R8O-!%D{H;h&Z=FD-qDZ>87OImNc~05klU2GAh&m7xp$#<|c=U$@kzE
z=#Hs!X>&q&dI(^Y3qPCSlkv0k!Le^nm6(_gfo`V5#I;-g8~0?%ky*At>t?QxbQ(S6
zVVOpU1^3d7Lyz+@yR@OtR(?tcM>l5x9d^q3@!KB$tZh0UJ@6|#@)eA>kvUK}FIn&P
zuaMkZgnO!S@gl#D2SAV_DKQBWu38^GYwBW#StGp)wNeP=fAAYuKrFJG1f8UIF(hKB
zy@i$)eB8pzfOefF1GJxkeKpN8%N#FJ0sc4egrWTC>k+f@d+k%?_YU(*uWG~YoSAb%
zoduqfGK<H~84Bm51fGFlejZ%UOFT;<<<xm<1lNc(Fly5R`p3RlGKB*A;oeR__tBVx
zuiHgl&)CZP`wQA$a;pMOb+nkTFcJ9q6CK+dXf3Ba|Cmd+rKxdW^=)b~hk=xTEf-z*
zixN2i*uYAoxEtWNpLbv{erCN)s${+}r70epbI2S4-uE?Z!+=C<uJf%^wA~ZdR7j7+
z#FMQ#exsdp-k1agqD<(Wj|TefKMVr3S~}dDwe3I%ijJoq5du}BuMSaLzDcBH{`nH@
zDyeeYqUMmkh$F)`b=qXRG;FN$HLJj@BYkU&S9y!^)>W$Ts;luypJBW`XeTYGH5C}I
zGURSxF|d^|;bHPSS6A7M&-g@4`9!)aoW0cp(bt1hBE;J(LhYyq|J2Ettf$Q0_}UzL
zYQq)t9q01vV{NtD(u+~|04!*h08Mw5g*pcxAu<P`nre-s5jp2K!vNwO>1vx4<M?6#
zr}m+&KH70;=SztdVoGbdhgL=^^a2MR1xkgQ^&tS^cG6glp*i-Kv1=}?<PT!x-RI~w
z9s=faNJ&jo`<`w3hR{v1G&7^LmRU3s{sPTY9AT%h&L7BmxFX)*AXXZ{XFUq1#<8Aw
zy;Kqz_6Is?3Y|`V%OaPJ)Vgx*sBTb!PHqjrEM9{8>hIWb(QA)`63ze`Ohx(Rd)W5T
zwP!nY3PqxBAEALPSAEg_QpD5H^)1@?CAL45?G3K22@=dx4U4n<#i@#@6RoVjH~~mf
zeD_?c1R&(UeCyp~D<OrjeOvDo0A_K@YQ4AKU9c4QkgIIHS8zpNg>i_D7q#A_B(ot4
z7Hjthf?1iI=`qm`v{NK@hU8XO)JFGl(95yW;{o_J+vrZF?^U$X)6hJ{5o3CPC*oWY
z8`a#C8uLhx;_I=|%iWN8u%Ztey<U2b{ehwWI-F!Q<8nl0Mh+Fxd@pl6ZuKgN9!j<o
zYe;CM51_X6L2-qMl^yrgI)nFRr=QKsE6G7?nLVHitDR1XEf~<s#sXrDCKp?r$gW8S
zKFsKCrA(+aV{67qR@dta)_m+vzgiXlB})v(7Id1)t$6nD;pht^t5#2sn-d^8t2-rn
zH*f9i-T^@z={ypMfOnq#`T%@U#Km(VFFOFxZtU^~83q{#yB4O2xgJlxf@#@Y83x$}
zqjNn|g5Wd0aybV#I0m$VE5)81h01ruC4BjZ=V8n>Fg%|;YQ>7*xAM2)j=Gx}#o7wy
z6Qr%^TWzk)jWMmcqMQ2_;66=SQ@`@bh6T0Q@-dRnT7f`s^T|hFkzAh3gWf{^@;Doh
z=<sC|>YYl&(VKy!4gmF>n6OkCi=Y;Iu7P2b>(r`simgU1U-od8rKaYY<<y8zup@#3
z(E{<3BdN@R9FhdN;}{XXFU8;G7UWW~P&qdF8&xVUkNL0Y`U!|X1ZbdPBvKn?t%kVl
z!42-xq|kS1?a~=suB!93*}h`1JKa$Xme!c5?bn9do(bXXA!NMLwnf2Uo%CX%W0c}7
z*o-lU>JQ#YgM*_sLp>O6i+v!YWJ;kVR>xz{ZL*L~rwsbW63t+uT|RjdXcV`gUc$0J
z+p^9Gu`ykZgd0n6r{L<Ksi%82{2%6D$Zeq74+qel{RJK%TFs0Qpv?AXd)9?~<w#KD
z1TH>pJWGta_u-!_B0D1{;UtjJw*@TEQJbLZLzU~|5AZ&jQ8Sn+D`F-7e=1i=53H=(
zWODtA6_MHnD*`lYMSym?ZK>>jx1}`2$nvW~9HwT8ukn@(AzIJx#G#tUR%(&UeqYQ3
zgj%Msv!#<vKF#(0+jh=3Z~-N1xxJ`x+`bU%Mz843h;18ctoo&#yul*#mQQnGP-D=U
zEWoFGG{q@eL&6WmZZQjQ$TzSrp5Ke(X()z=V=qg41UqI}Tr=Z5>CtiNAsALVdb2J3
zIsZR;DE<DOer;$fT-+oCJ@~H%zlH5r$gEp4U5<Qfc|Ji_kMmiJy|q&=<eP3<Z2X11
z%CQGLEQ<2U4tPEw_oQw67Fes-gEo$t1elvg=iW73UyQ2sk=@A)dFyA}gfT*w?B5Dq
z5>fD#N;!xpMI%TRDQ_C{drbUowT<=d2ju40=ANBdZLUb1gC0OQTM2DfeU2u`Lw2tt
z{WO!_FK(5b<taGhmi-+pz+5FFV_fg&dJVv3zHdS`(m?G<$b$62k6(^s7|CHb0j~)N
zt_%T6C%?;S-c)V>iSV{lo|!B_cT)&1kx+-RymO=kp0&PR8_Fu4nuOso&Ja4TU6aqc
z5YXhOwig}0jFkkG%}WCm#LTYYAVnvQ9%c{Hh)GH+I>O;^JSlMsy}VvNU8^tTOJ|Is
zCCJtua>%Gh@miS;#W+y%C724F=7tvKVhC$d-XCpx^YZ+WVuW2`7ve;_N`g}m1=_>+
z9^wY<qeW|maD65$?k&tOFI8><e?GZdP*`6Sje0}BPDu58T3^_I$Vv_#*gx<D7Wh5w
zD;PQMw)8=sjJ!6aph9MLnX{=)xV`}2ruS=}o3&fJ=5gH>rXV!-FI=}>R-`v7dqH<Q
zM%~fe%F~fYtALb?GJ+R>kVkmmC$PGLvK4#@4mM<_G)H_a7pHe7{kWXm-hN6V6hQI@
zR8|NjBeypefZjVVhtFj@h<GiZZ4@eU$>h|c?ZXC{oazt|$Em-`qj2ilVw~~`Dj8SI
zILFCc@6?(l*!;3PHjY}j39mXQI|?noJr5)!L5&fG+{-~)CtD!(-Quxqy<%gbGlOu7
zjm6Sc2_5SIXa|k!Wy+V?6Z5=8pOL$Zk^$cY1?s#qc~7m^1z#tTo+po4S{nKQ8-oc`
zde9{Bju=QPGFwT#eN#vPJ5+BCYcllqBiC`}$X*srbz1e5Joc?sKB`d-u<LahZ>N0Y
zwZIb`<qSflWQ><HVpAQCh8B@)tg)FKgVyQ#B^5baexi25e<ZjN$a@O>XWx00GYM}c
zX_q=`AyCD7;Pmk*4mzfMbC^f@PC@Mo<Wb~0DxXK`{Qq?xMdkv1{WP!Yy&`#(Va{};
z9csvZyX+blGr@QYVkVRsTauV*irxAFx*H%sI|I1M$IP6xgg_q<(~C-r=|3(OD0=Tr
zkW&G0{>_YYmPBDF7z~=D9r=OBGt?1Zw(&HHZvC8Sy^ZR+==acnr*-g5m|ohoncly<
zqs%&q>wN+WqTc`Id%yX5*Si^XrJKxo_Ml-g7{@aR-2SdfM%I~?!GcP3f>&@n4dc*m
z28?Gq;P4lxwtm7f^0;mbP@qWowkAs(qh-R*ENbGCMPg?_O6+{HKmu1|b*-ew8*6}@
zTa$8X0AM1_vQvqWU_gq~uesXF+QtJ1;cpfGmf>%8ZR26(nEq=)usz@zX;tC=)YcfD
z)e0*Q%HHpJS8;EV_c5SQw#D$5{?2ZSo4-2fFDL<bt2>`E{hG-7u+FrsYlRpQPg+AU
zyfCvz4Fv}vGGPGz9tH>m_+0+l{S!IWB(ga4H?jaiBe`gg)K{2M+g0c=bkG5*w!<aP
z2b%em?9X8{SU`?$Jh6Rr?(N61_fnE9J5r@RW#NRiN9X>-*Pq4#tb3#G4G79lOD{?m
z188(EA&xDt6~!B77Im3Hg?pd$A4a8B6~<v)YG~_I3v&bTC^Ps=;z+ryNf7!&4G1Ml
zGMsK&ik&X;kYc4#%C8)Lxd9HXa5iCYC~tD})gV(1^_*+?GoL)gB8!V}RmwzyHp0^n
zaL_v$_G=j&ZQ59s6IAj(`^u3>Y7X?033P}6KZnn*#p)QlBREgdueS70?Fs~N!Vr8=
z0E5ETr~je<06bfldc=gz3{rSPhqDmA-COVZkn>c@HZ)9}gim-a-~yQMdr0zO461~W
zqm)s2#FtEeq!QPww4fj|{u5a$YkpXO9L$#DgIU}(rd^BdW<i5R*EqJBJV$TS@V82A
zSuWk9->9qY9z|IUy~@er9r>A0_TgU|zaCeZiowHIh<~so_nZKMT;C)DIo}JUI#z6~
ziT$y%TaM!xpzpqDn3Ec;K}Pfo0jlY6mRu<q*~FjWdHNU*TeWjjDy#WjANUt<!H`{<
z2wI|HJek#wF5dZUs*OcAx*gH-Af~c0lHfuk#C?8O%g<FVz(dHK6GR}K_!B&;g*A>F
zl)PdFo<q{0vp?g&*_{KBVW80wlF5U@xl3FjZrev=#~)}Ve3hxWF1x0WS-ka+ck4gs
z`W$CKB(&Ek=Wj`>!OsZK^qlsY6+(xL@}gP2F(fMm$l)SM@v3ppNKN{#&zE*C8mK}S
z^I=VG0GU7YdL)~iE4!RT>e6LC6a~B&ZQ4UT8M+XzG6#e+4d`wy>5f}&z?V<<7cdOJ
zy|!PQ6-G`yUel2N3TCZqS2{g&zm7%lu8TF%`&r~3{(@^v9_15JQJ$K@Ejs14$wSVo
z0#r;(ny5pV!Ae0wuR}tla=4I4PlmD#$pL7P;up8liTFsHk`5{%0C*6Nibx)13|A6c
zU`kzC*Y$K(a1bBR%GFuVyOKX~{+54vad-Xqw7+~ZKqQdOLyJ^h834OCx6N84#flM*
zp>RN^P>$U>Gk%cSh_iuOT#5lDo9D#oRKe-kRcvGfzYwK~XFkE4PfAH6e!Cd%G}02D
z>14*(jP+%8ZrN4{;bL=hB#^=Os%;>J-?hV}OzC}udL<yn<wWuF8@3h<{jL~RJRTdV
z+Biy8dK9Gsoas2qLsu#V!t8IRpku53I(=lr;_)!gR+wiCf|?mP**P6bhAD(@T4=#_
zYxMsuC~7lB=dwt$3uD?qHCl`KzX{Hm@zJx617aZbG4M_zrF0DZo)}FO1Fx_6(Pb0^
zA0(78xOJifu>~>k5?zP`Y^7r0n8!BGb@RtcMw0_Bhq_BB^WR64e;$o_6KjV)qsf~A
zWTMFze<h~2V$me+4umGkR3A;wWBJz*P2T75r=!U_dIWV)Tasef(?k|oVhW<k*+7-N
zJXr=u`!0wkpA(wtcWK_`F7W$b5lwEXjG9V5tRXKEz)}zi`W>WYyiT()noQ)D%`uGG
zV8eF4JJF(Bp=fe0)m3G2!&H^U2dcqv1>yy#s)9t(B=?z;0~$mi=X-%v!|*#``0ct(
zilWI8GKMIc9PFfqM&feT*MZt-^6T_>9v4)Eb1MRu|1Kt+V#r^mn6OCX2Nl>GXfvY4
z|0*W@zUo9TRcsYwLgrH(Srrg8kk$8uDZ;@oaxP|Q0M@#2v_jggNKCjRi7bo>U)N&z
zDTW(9CcF_FICPGTk}xd0pv(%AzJ{1EuT=bBj|r!KJu%^{v{g0p`{_r)u)*R_qnPlI
zoIoMLEFMNN;o9KFD#nBlAuE`ybFsJ%7ZdvRm<SnPyzj4+$fLN1Mg34>YM&H3DSBu`
zKDk{U%~C9%Jj_RPM$JI9#tqI18sw{)xM3F0%`9<1;GS%>msWll0bcEw5Xa0wa-_(1
zjf(Jati@92qAv}xfJMhCibh1OrsPLLEyFUCjz=UrdS1<fet>CV-$M^&n1Ead>+3tU
zX+F72RTk63*aar(fKDV}+gSrD*y-5b?%jY3tVQJRXB@7~GunNj>l|qptSfCSD}EJz
z0f$4PDO$V%-i(znF{|d%u!j7FT<bf#55Q0`?0j-M$;pu^s1P=_>j<QFywq~)=jy|O
z{E)@cHIOt+>@2Bo324?(!BXmk98qV-1qxnI=xy@JGl86ylKrHcX#IRSih_8!3Il?V
z(seMAe8l~C@48MAoby0_8|VcjE>*>Bo=<MnfwgOCKB?J>?P@yhXKX`>9ge!mZS`9L
zww-MkOIxyRK0I=p5&R_wf5oe>*0C5r0+gKaYoENZd#%X}o7uE^Qf!?F=_^Dg<ZZkk
zx{SSGE{z$RE&l)V^lFr=29-~PYi>d+1ARInHB9U&k^5Ppq_AoxCP5*@!z(2IXUU9o
z$LPH1OQY3>Xbk4X;um11sd1RLzD953q!2nJyfQN0$H=&;=6z!ptBE`i5^_tpX)KD>
z-dQYA`Q$5IVv3Sn$8y|Eb1lvTl}>(HYtThLS%){#ii*nPd(bXk=VdznhbSVms~w|r
zubWQ9-eln*O?m}}PFfxx<0C`?+;gRd{#t6ji~+ClfO!Xq0m=JvXizuIey9bb%O~I-
zkP4!XiJaM7kBvA_VrpiwreSV{+z)0wu<DHA^;C4_q(DZeJkZ%fN-+;~lGGM>pdYhX
zI#^*3gkXD^nvdOkC{IiMa$wbiYa+vg<&mNhCY&myI3`r$adfUrq$H=fWgwjF^cWd+
zR<(=lkU;|z{^k>T^Fr9!$;Tt<rFMU!eiZ7Z;9pQ4)d>Obp)LuyJU)a+-|LwmBYlJp
z0x1)Lh}{?u%<)qrgY(uZjY8jZ4o51!r%<BCwoU_xO0^)usCW51kSkNlGEHI$^&@2N
zBp2oJKS96%R(!z6IKtR1Ztz&pAdWCBt<_-ne4P}m+ZQT^b5uO5oWtoR6WijG0MKMQ
zU)jJKguk7J=+~Y{RTJEspSz!8kxYf+2hfT5fRprYX*}i=th#|vwRw23|3O{DfF*{&
zU)&eS@Y4&mTH0}@>QvU)nQ9b~2O(6$VvY|A>DGet1EM#<rM$XQP)DT%Hi^q|BkyI#
zZcEF8*&LL_IN%D_9Y)*V!u7bkGFlj5dGZ6w0!r#7U*(yttA$P6xP%|4$g(?Q2L7o^
zgJcTesVa%g8TgR}a=_Hhz=zpUMl<m5;jh9O_*=kOFaxi1LBR}M>G&x=7z$uEQT~o8
z1{%OD0F*{_=x@)71{f|$k$ibH;)%-IDEQW(6;3pgU<G>Yg#@XJ2rMP|v^~sTX0KBa
zAow_w-Bn*w=lC7pb})lFHLCV2?3>bIweXQggH^>^`M4%(dBp-4K05br69`?!i;{Ki
z*Fm5YENjQKsboaMM~erdY4|{SLnWLVEg5T(;-P5X{Ug+LXlvon0}RUID0p36e6`~f
zB*?4Za4x48>Hp00_!IXlvnWP$22&$DoGtRJD?Z;eg9JC<lvySc=W{YPTnOzUyl(^~
ztrj*AobGVp7A2;V^1ARFqVryoey|o`7>1Z;8}Fh(JvadsQuR4sD1f^$M)vlr*7i_@
zbg|i#nXH(T?(dO17u7rN)Cr?-M+A#3YQHP6HY^|+@^j%(ZLljq>U*8Oxi}7Er8wOg
z_`N+}!nl;XfPU0Ri7*+LT7RoN)`%V`ZGs>BH8{brC&=s}^Yf#qeTK!7@&ZMoTpv>f
zh4a{c*31~Ha43y$OiA0upsh0UbF@iQAmISMOjcD){`cV){0z;=&i}0Dh#e%vDXmWc
zg+At!izQ4}E*L$E^u=?WPE@E9bNGvp5p&Pbz9gGMu<!Qlnrzx-S4=n>(*E$*K>Hs&
z8E(k&NS3DuZQ_)&^x$kuACDnq>cQlot?I#fLXVe$T~{`iDZ^J}6<S<pX9xY+t3*@}
zx}apzgVJhx3w3r%&{k=EPZZPB3IP?<7mbY$`X{{uSQVxHn)a|-Opj9q(}w5G+6n$0
z0J)|Go%6;0Dj9Y7+>L}hGC|Qj=}z#goZ2KH5l?<B!De?FGe~L+GJW6Y08_iaJu=&K
z^@1MHqVnM{7zH;29j?@#CDTWaNk5NC6Y2v%)4RX-u~KT_O~iQ!zTsx~*AR!YL5fcN
z$)>xAY*5N>wIjFL3w8v9vZ*)h@ixk8=ZR$Pvz)hmU4A0F!oRY|yRD^qAM!Q>kr?<*
zsPs9!SD1MhDU#KoNQiu1^YJ7S0&@GhKlv^^_<=ta5AJe!&U@1x_O030&o3V`^6)UY
z!gKgv?k;=`JU!=;L<Rw&7B=|1Yru7fUl#;X?-K%24ji4-hzH~`J`x?R^{qDn>`ci@
zhmHetgYfb`)`+`<pT)%Cd_3t5ys%o;eWK@StEvJeMWWjHe8v7GxzMU^)>NW$C&;B&
z$5u5GE+u+>rogO5W|-CEvfeIcR=-q=#H<E^4`NnVNRuLFHIbFY&B{z4&`pC*xZLuY
zZIo?R1uq4G4%pQd#;*Q)y0fcaoxz{T{IN*vYCB8zW|$r#{#XkY!%E;my<z=97A_QI
zXjr$%8ja2*GOQ0jUA8Rw;ACf5Ze_e;GlrY&BJDJ@_Nu4fvam6)<un*x?|)tP4U#><
zhY8WHe-sBD5X{{c%5d}~8w$8ofcsvD7`nMg>}U%nCoS_yfYC<dt(Y5I9v{TOc*pH^
z&mXI!nRqU#{p=%TG5f)osXs8Ew*L6tjyY{U;myhqS}eM^mGs5g1SloOZ8fnjo&{n@
zLgZ+2C{aLh)_{Y5-4;DOo5<ldoN-eJf<&Twlg_*Xk;ts2r=fvHEU#9F*@~cuXyG~K
z{^!4HF{b9aUg^}IH~p<`p(prAu_0(&l`>=V?aa=GW5x%yvfXOW-my((Hx%@V<cm|B
z=`O%Bou<1r|8k%j?&B|Ag(djB5kSsICqDeFCR0n2Gfog2<nqMXpo@gka|VW*PrkJa
zN!7Hp@;5OYA7D7(PBHb@T@=iyl6;*!2|a=ktmtL@Jdz8G5^3$JZCO<bknptbW>RGn
zF#^q{gF(cB5_*t9^dYLElT*2!NpA;9o=(o`(m#%pjh+v(VWeYJrk;PPz4xNmN}}z?
zbFd3i3nu~AL(jS4mh8U``)7u2RrGvsiJnwjvi1BfQj_~1(DODOW?Ii@bH|cAFVyop
zwTfz34iM_B*K=XU9>d8DPMww+M$c16P1)3_`&uVa$3=df@)O_I;@_g`zRT|Dqlmiy
z^2f2d>(yFNVB}5udjFw{ym0S7xLJUDBTl7<DjuA>wGeJap)-fT%PFB=qpkzLFT?^(
zb*<s3(JN8(@d!XM7FJigYB@R0GBFj4i7Om4QMu_c)^Z!Y*>=R)kPM3Q0*^A@5p4qg
zTACv8i`zR{)q$i`f)v^vsvsqo7nl^ZRjUrygLY1_GkjBRKOLFNP{44Q4nq&f`M{^*
zav+>29WJYj-DjU$ZdYD9T_{z50#&KZgPL9YR#ww`L-<=HuoS+ey&HW!w4nIeXxt$t
zmbSceFm$9!#6cj!p9Y1qFiB^7%_k)w%<dGf>QL=5+TgJN9C<^4AwFlu5jDN%BHf2y
z+foEHeb6oXvJQh!&C|h^iu|D5BEOHYlMKkj1vBHVpMvJkK%<r*aed{ERLiljeRm}C
zA{OZjmu;rEyfBl)B`=2oUk5CyT}b1Sgp_q)WO$9iED`m9a5OT3!hzp*nT5H1eg4qo
zVa^;QYC3-z-L;N%@^D27?PC@%bx55G1q#Z#rcqKv^~?2=GiCpSE~m5hhT6|Q@2-%a
zpP~5^2@VuM-Jxq8swAI%TFVM}H>DgphwwUleO}m%tMtiBj15QT*CvkAKd}w;M@Nc5
zrHLCL4I~mla5LB5nH%ktn$;vZmb#shl83CN_k%R;k0NoeD5jUiV~KYWQWCoZ)T=vE
z-Tc!Qp>CFm$C5s9GHW^WV7|Hx3{KmfQi!{z(Ap_kh2W*l=fKFKxy~LjV~Ic_KM_T!
zy&+JHnDbE%_dMY?AyK<1MKekWayDP(^i<z*g2v!>01jDZX?c8x3N-u)X63mH0naWs
zN${Pn`2=762QmW*?5%|LO|O<mD4T9obQ+=6%S(bKwf)e>s2A{@MBouM$$3M8S+ETz
zAt*VAM;D}o!<LN`@Gts0pURB96~4;n_n?DdwW!JKY&WnKJvd33i9t*<N9z=&86FvD
z_}+!;i#2Yr*i4hTF*I@vEuY+pUUc*#f$QZlFXk!qW8)0yUrTOdMTXkTbP$R8Za_Ny
ziS+V8;vms|$7jrn3Ydw{ZV-g=Txc}C)%C?e)<QE{edN|u!6{@_Be%)C>O>40C^J_m
zHKbF-00<gvtA+nBS189R1JaS(K>hl6R^;~XawE4%o7(wwg(J5^k8zRPR>$&ZKKUh!
zibigy(He?GZgY=9Oa0=Cm1HHv<#kf@v8K11-y?-ulb@&*OE`_AYpChPtbr<A4}A7Q
zA2Y;Qnrb-j*@idB&X0K?mQ^~HwzF6s^U2+AmqvF4i4JBfdrtGw9}K0sT-PTxN%w&$
zK`qWdV-MAyDQGNDrV}F#C7#iSaMHlMq6Z9Q8o!K?4K)bcG-FgQ?qi1bB(V#6MUU9*
zIl^}KTkf2SqJbJ*bSzY%KS8)F5gMv~?f`+r_Atl*4gp~IFble08WgB4%GbGt)G)U)
zV^{F&js9*c+;`H+?YWJuwnow4wcZn~bo6%=m9tPp%Xu>n<5h~Pg(Bl~-5y_^5aa{K
z4FToW46$ZXzZ<KoRgU~w*;iD>H%eC^Ui?smFWbZEcyV3a%mrbuSiHC&Zdiofgz@5c
zSro^Me{`d@Q;J#&wU5fP>ha>tuP<KwSzqzuVXGD|Hiq%yI{#I?sM_@527#WG!R5f?
z!L{Y`$#rVZMd!%AW4E)>+ReQcf|nNCXY5uRwozINC-u4zC`N2zw+HSrPAZDsZj^R?
z$8Oz#2?DU?#cl`I$s8nZc*SD3hc~B-Tz>3!JPC<nHx7GMVz)im?teUX`-*;A0vt?u
zc(XtrGh(+d)t?tESqjD6A9SZy9Z1a?k7l(LHxd+-q;`feVOGR2&MT&s2il3VBuqWX
zoDU=51SbQMWQHx}MwE>l>Y&-J4D<krzc}qI`$BX>`n-pvGHN<``n>y4ltNqRe|7R6
zDU71GYDG?>#mtZEY|hV@ESNNLL5Z9@Mw5JUFG3Hw3PPTm7>L*eH@;DICwwOSE)OzG
zpz;pR{!4pK-9p#^=?WW-@zJ+~SChk4_|h-iW5-2KgvfmUFS-}maKw@K3l(`jc}sU;
z(Gj-p7zauc4&-CmuW`U3o5_jkER>gqD7QvNKH;JQeIt|{W6onq-@7x{Y5KO@rqo4I
zYI;<L8Yfjl1oKhR2Iqp2j%m>g4jU%6mDC>w9H`4Df1%$TQPVo1+VbNoa1e2mxxi3z
z7C7xG%)3%##)Uo(RK0FSbpc}d^m$BtV}=L7k%MF(k4cnIVWLYx^cItDx=5SP+XeVd
z8JXM~>k~8>tp0;x)-Wu%nRGx)p4ufpxGEAX8)-1x=}wz(ewakC)j?F`c?18=g&WMk
z>S$T$)k{=-y(VpsE}5B@Rk-<GE+WzLir_cXu5eyDIs6kN3*-`87{kVb5@VO?XbFSN
zC;t*Yaeb8Vu~i=B?CneZDLZ~H24BpgtlYcN4Py8Kf?|yVpfbWlX(fZ=FmxOlJg{Rb
zo;!F!D54#ibfe!fc*IxHb1?l1-b?q>QRQ)0LLwNcUjyUIrDhepqa2^4?j;y^yHUO+
zn|!qlxBf%_n63lQ#K8#fu9ZNdrn8$}O3BYniR7)sGZ?EDN}kpT0=xevNm3!i7}g)a
zA>{ZyMetAH4~;1Iz#P6mJ%-bLVy||Lkv@{L9!`51d2LiJM`K^dAy-Fiq{}bp`P~0j
zm;X@MfvS=rOxW<G=_{U-Vl6jMMeYNWnFXvB3lf~Se?9bf$&qcfb~`gRRtNT01qpXR
z-Jngpiw9aI(~r=wA8F7TsS{Q7KZ8&WkZOL@P;M$hyL@ti075Y_Pe^m|)4T=CE+lNi
zI|naD3}|$uVsG!dL~JhVS>K4DniHNYWl2KfxeqEnvgQGJPsMtU3Suco4gPv6+U=3#
zhKcPZrBfyl8n&WmR6jWg&Qy1W{yv&N^U3D?>&7W;`X(Go@~i#D@5bkMM1L)}ou|!;
zRg6TUJS}>=2zS}XS_Qvh{ipRqqBQyB{4CfYzKQj5rTuUtS6V)dyIW2Niyyw1KVv`K
z#-i8{d+)$~JMSHylGfqbQV$vXky{)jy_0>RqZWLHKFJi{qW3P;OsAw80j@80pg5oW
zLLPZex{Z%#5Sa`|l<_z`MlW`p%z9>m(l2&YqQ6dKFl`na?>Ny!i(o5r$N`B@#tCu+
z3&O5ZiaE?%L>{rP8M+E>V|^&<S9;iU=vNxU_b4BBRslzbiZE^+j}gwm2&ZFo_?u6r
ziRfwf`n&@jI;NSfQhke5#=PkuGL)0k3@F2NGdV58eh_9RW{m|3C-K>|z3X|MXr=JY
zHQ1Ei4^44#hK7oBwdp3>R3<fnuC*wB<51Y3SsVs{Jn%*a7)Uxfl+WelA>rkM4mb)-
zv}RacdYlVFmAVepxgr0Vec>)_grjW;NAVZ4meTo)FmA2G#7aN%wiF`e;kUMi`l1#y
zf66;Dg%}av%7h6%;-ZsaDn`H}>tv8jPaCaa|4Qo3OAJqA@5auy>CI<k)qO;9+Uizl
z-~>Fdj_5!*v?3A3Q*y8|j419hCD{?hCgeY6ctZ^%ym3&kRtyA87&`+L<8MCMNM87X
zX*M2<|8!N7{{n60dSAXycZ*6JE%V6+e@6`_pehTxx}2<pgzzCtEL!}!1Ntj-(RoND
zrXzGb^Zp*e_$2$v&2eX2b+rSPk=FYo!~!JQo^<K?1CTCFWd?W=yzjb_%P!+x?vTX~
zHM$jIvP67{mn=Dyb=7RzXb9nezd<4x3h_!~P`8(Mkx#zl1?J+cgxJOMI9sJ{FREC?
z)SsoXKWUK_Uq1QHO^Ow~StnYPS+ag8WKB2;t)T&kxQSj~8Uqd6d6qywVzyL<UH+Pb
zQeB3H(AtD`wIR$;W#AF(Zo*3;U57h{;4`DLdZix$>j0`~9)b%Z>-sy$m~{h5bHF+$
z*v0rRbaBC+xlzEhr>S9vX;1vtG3_OG3Dt;Yxs?z!VLXZ<N1Xa$KbC331Ezr)vU0Wz
z`Eo<wW%se*7`cl79LLrVXzIqR6cM}5zy@D87snkSmi&f?858n*<DfO>uW{~;5I@KC
z=$x?<E9AX+3^ZCH&qePmvqJt17Mr%ec!j*f%_=CrLVll{nK=^#7Os#Jygmo+&tJ|8
z`9=zc5uJS>yJVC^YPv!WoGUyaLqpsm$@i2XaKFyk9wpwNR=|M)P$mwn#p?zUz47R`
zktj)t%ln1^69;i8PNE8WUCrxntmge(Ze((#4QndV$$WIuW-}LPj%Q>mlq;B>m?oO{
z_&7)+d0~JkmAKNKG0_|#XI#Wt-1#^AVFsYeC%x<1*Tv8}pZs+Wxz5$KAb%bo+Z&VX
zi6Ws>Wly=LLqp=%Wq{K5p^+Rb?iJ(T__eJz;7QKgQy9%aXXLRXkBcG|$Lw=uI3cs!
z@UoHeg|kI%0UsoJv!A8-){ij&s^%^zkpbiIml=|<<8p~~=ua?0>nu;1pQ(-l6l+=w
z2KdXpIlxR!V<2E<zmp2NQ^H0!+A<8F7p;5As$2C%s^#a+jb6IO?zH2Djyo2w>B-wS
zddrL<89QX|;g14Nmj@0kqDPcG$K}@;B8AZ8#$J?*Z{O9^Qn0QS;2s^f0Po%hu-e@X
zIO8IYHi~PukakgS9)g5jKp^oc{afTa7!Zeu3IUSZUa#nbxDgCQLPN2HZKOM=`ZxXt
zYU7XQ!m!g<A68S7tmhSVLL_o0l})v)@a2~dr3fc+YC7m8KzKfR`wlkYd@{fA<(C&(
zDK*uQy#c}@5#6-as}H5xpcB>(hBli)V}xbqCv4QXrf^jDY<+M_zjQC!v6%Fm@-v_8
z$-nU_{fnB>Nfst?aNoyB{VDwcc8Jj_{V#8KWI{&n^_S6kET0dm5?{gPb6WMuvm=MY
zCDVqAoXO~WziDT*&Wxk`I4d+LY@=o<i62;&*s_eeOn@?TsoVWm6i2;Rh^1@f-v`C7
zAqne7S&ZVhL!cP3nf<;&WuoRqR`{s2TM;XK3Xm|fv=#o6{Lslfvcfwc{a^xWBv`0r
zD`bVk1xYb0JXX7ot?<)%W|&!4_zo*q)(UYK%ztBrx!s)=9=8X7=933m6kFj>$=#4Y
z)}BQl^QiS!xSkziWQA+FvB?q=!Vn+QjD=eA<SuC|%v6z^9pccz|4dYb*2{Uj%FWy0
zW9+9tmw>uJL++8lztB%tN^j0jKTNRTExZB+$$Cd|^ju22n1WoPJ&S^<_XP7dkS0ak
z^k7yNSCH&?6fg3x|7E)AU{F@7!8?kle$VO0-gK5A@j4d8?<n3#-ew>Y_2@;VSC1-O
zvZaR3Skmf2B}-*wk$OCirD<~K&MTxIQ>R(Pp?W-pkTA#sP(Lu`Aj1-zkKAZ$P%qJ_
z%tp)GV}H96^hg+t$coD$-}GvEgpS4MBge|&wB_%yUj<_0J@!c`S(QEZ)7Wlh_Sjd`
z8IU$K3_OBdu+ZR9?%+7&J|s^Di)y@MD~}ml>U*+cg^ojx0;FBx_(&4+qdoM>mZ8kc
zCYE)xbVW2bnJJ|DhAahGUAhSULxKE9%wj{Dy2yXfR6GtZem?eXBqA;BD~R)hrccXb
zq5NqcNE5{8W2X~1Iv;!gV_M?R$4*B{B!4@QqC$F*IJ}VVlE(}oHF5>BLPDzYUtWhC
zoDAGt-@Snf3l}Q$L+{Xx-T5~-lh{-Ls+DqT_h6d{x8UhJ)>4pa*%3CRc*VhLfr<nD
z;l^J4>C=#LssX%8OJ3F%FZHWZu4N@9@_zVI#Z`DSg8VcWZ(UEYT!+4eWy%_~j3eLh
zyW*>Onk0%^LY;%}!D&ez<rH;0M>?R#hgIPUdOiM_Kr`l_y-=^^cylLU)lm6iIzx1{
zF8}J<s9iD1e7gB+_(DMa_Ckb>YH8Eu&ZgN7)3|nPOgM&~C1^(#4*i#rqU@{j#Tu;)
zB{F3~I-lHR!#7&3@bi@|fTWMuSvI1vNul8jH>N9z=!2!{ttY2&s1M%304(0c1~0gX
z$8e<66PJ)Hnon$XdkvUq;xCCDSXP_kQBnDn3U`IjKA*rG1s&V>*}$hyI6y~VMZ{xE
zA5>A#DoP(;_jiJ+=_`#sbLDW@<}Qvm-gY^w9u=;&M5pa^Oseg%eZ4Rw+rHl1EV8dR
z2$r(11zJWK&D>E`du8nFF=p+dC4Jb}WO{V9ucO%kI{LFXc}XXP_H`!oHTmW?LWH%i
zjEv^UM-d26{pZ7s+v+Q!VvC6Nr@-pIYq|*atwwS0`Gy|lk+VPD1LeFBzD+t|?PlAw
zbGxO>CNG>YG|3CG`DDTHrOUeRu-yRpD;08XYF*pyg!KDGgCB3@w?f|rCb)n$fm6Hr
z3z|ZYI#Jw;;!c<MnTby5u22Xcfm1B<jEL4Y$LmE4lDS(8Ml>gsSmJMlf7)nEHfosb
zQ=f%VhVg|PN=l)eBrwT12%}4W{yth`*9EUvl?M}6fmd^%rPzvt5jR&|TifLCL?65<
z2RT5I=ac*LUN7P=>>N!;;1C$c=-+srA^Rm5TBE-c9fXyKK7Smn0J5!b$+b_dxd+I=
zR#20p8uI6`Ah)6~hC|D6;)}jV-WKaHfP+xnQQPmi+TGhrFS{H3(DE`@y)9-DyzJdH
z<VjTGfZaVM69%KQg$~?AfVKVRE7JL<)i6#j=MFPZV3J&hqIAho2boLu0l&J|l+XoK
z`PCng*<r*@bxC&wn?2_!75=wMzFIcj<bCpeB|9zwk-iE~)j|K9mqdN;)9pR*7@A;*
zs4uV=8KN4v@Xii1rp^!Sq;Fd`ifqyEAn9J|e|9OAS*U?B8%E27sZjcU_k4M??#1NS
zx~}D`4S1bh-i~+t@hWpFp`tH#RX{;{p&*z&>0~rdD};@x>CqRm1|~~rIFeP3UY&p)
z-U=7wv(;5V27)v@Ni*GvBa|Qz#W<r;kM0@K^8Ly-`{Ce(&R~P@EM1n|y#}2wIoL);
zX&Q&G3`r3_xMW`*#JkK?c_9`^MM@=40xwdN&=GxmV!miOHI}axHf>Dq2?bSzgzX_C
z*$-u;BRTh(?&CmYvby+`4idUhej<?M-+WD{Al^oh(0r&L^1fob26~o`+SNgS1Hb{<
z3Dg~D|06jI0|U#glST|Q9$cCME=`|T^Ee>on-x~yF8o9|Jp<mh%?$2j7R6`$mu&3j
zNE-tg$=$t)s|jP|idf18+3AVCnMDYd@B#J3s3%{h@Gk=Datx3!`A9&W8H-6c2gM@i
zd*Go4NehkcdZ3^zXRw6`NJL2ao7mj$0SyDukcL|$ivSOX3I*RuWBi@G*aZ$j%YrXk
zoC4Pwe<y7&fXtUImU5cllEWWvfmlF^->G;39Oi)UE9A69o0=UA<MaDNNb*~i)SvWu
zl_=#bfMFPcV0QJLVtUzo46{S5N}=>0<zb%|pv-8h-M6=+TbXr@;&hs1=S!7J99OBQ
zEnK&Z<FNg@Wf2{6Dz17;%gFEJw=$wx@pa2jo}x*s+l9Jity{L+k_sZ0-H#ohqoY|Q
zUIZk|tS@uT>ew#CX=NcIFxi0fy3Ux3lgHXAbX*j;jU~|OR1VtMC2L(xg=m`hxljV^
zOm1pDslI(O;hm-aEu~b8Ncuk$)GqEF2js2Ls{hS1{_G7`X~utn&6YFcAJzkH!D0m|
zkn9=%8(8?6Nb~ET@skZiNifrA&G-v+4rlz4EPuwoQDRg?M19Wq^@Ljfj4y-*GydSs
z#XO*y=^4KTHGOOH4x3mA`im;)BRsc{34TK!_?TdGeEG6SOfYa`#02lkk+mo$cu|U$
z6BE2kX0A|7u(<@_*)hR~bOq`;@|*D|KIq23D;^UZM(nAW;1~>S#bbhluK@<0gYhxJ
z2o}XL!7-Q$om|vk8Q(J)3^z5-lS43RpMv=++Vgs~5MdM(EJ8i`@fQF7kHiF&|BA!}
zubovG6Fl*6N^3bWK?{IPOwa}QyPTL{H#6XMG8tpJ7sdobLrC&F9TV(Dlq(w(Y!+e-
zW~OLX*gga@T_bLWymn%rx$wwI4jVu|FY1BglgfYMF<7CsFw$W5C!Y-5kUXcUVp5a<
z&r0tIdIBQuka$k!+k7(nTcm{1JSm%}^WNZ2ATg=4%N8$nFK`3@-y}|O`SE-3=r4u8
zk;s5Z&*|&|A7t#d^xOQIPfli$%=pZA%AEZuFeD4gQEspEk78M4KNkYCw;zr!<Lww0
z%i>ZR$wB+@83)l_EJaY4tn-#?Zkb=-_hw_#!iaAz0gB}yP~?0*xk@sK$d1(X%;eHV
z)`$y|FV+v`TugKNc>+wx=!m5RAt^+xA~BQsr0~(N<Vwu9Yb5#yWEp&xP;{@PGN==s
zD9!d$*9mzd0d}n8F{ky=F?-138^(KK+!AoBB%w(7mYr~lfl0T5n<dFN&>yKujiXRb
zCr2C)*#|a2PQQmq<xJ=*8hIEo8*b_nN)4&li)gW4V%1x2gk|`J68mmNHU|r7o*2;_
zXo*U)C0n;n4_bNYL1yqusZaRyfOROuHzA~r;d&iJ45r9xuZ{02&Z}7lCgZHR<oHl-
z6l|}sRdv`(TQDOiF+H$JOn--Okmf<9Q)sir*j;D4Ik>~ihWHfM4!6k3xq?^C?#Cfw
z$Sru)>`GID9cp|m=noi02aEyZ7CEoRxA2_fAL-6Ljt4>0z=dY42`4>5WpgQ96z7w}
zZj*l6Mm{EXEeDPf0xHr?&snx?q^2Kr-xpY<x4kC_)uYj)VCmtR=v>Wo`{|$QpsdBf
zzI-;2JZiAFpkk7#_#D{NXIPOMp1iPT@~1VE-$NB|(-Hg~z~8-R_ZDc~>{7UQe3Pn8
zWe1Fq^)ySG#!e!bDSG={c2YkN4tcygIBES{g-DC82d3e9*-B13UIHfe6l~Qi-XteU
zqaN~6-V6a27_m-OGBrNxyc9~qcS7obqZK%yj7Z3#{bU}H*3)$IyrC>Yi@nR-A3H=k
z^j6Vm)uq>OURL-n^Ql1O-(@~P(RQHQ4&<H--erCab8`GH^G;Au5QY>B49~yxeEJz8
zysQ_Gv)^TY?{r~mI|uuMT*}Sq1mq(*tmJP2@*(srlq>u$^BM1PP6oB|s)xu~cQGim
z4)F#iR-i3lTrO4^M?d`9i_%<(d{2TvzThOHTzDP%;9`X@kSq7G!VT*InTr+H`6jSv
zjQ@uG%qJuGH;xq+^9aaoWhn0}R%pZCf8dkjIn2)IqI9^I3K-pH!QLQA8!7`T!2q3V
zjb|FIZ|%*eKn{M(#zivpIbzOktlvPbXq(Q{V{)CfxtG{%H4fWe852!*hNAwS`V_6Z
zIPz?!ELZ<ASlCOvn-x@wxtZleFncCzg^(N~NE46W0pHDBC^Q|uRy@7<?v29+R0?!h
z-(zys_?u7K*0HP2!ZnSmLiOv0AJOvWtPpdVU^c_K)z_fEDEJ9_FUX<R`(~DTAl2tk
z&qF;4p2)vgFRAm%%Ap!M&h!XZhK`X@GqS7L5R^Te+aM%j&nALJEYhyx)gFWMN_%l6
z-o}=9UTL=>G%5z)D|%k(j@Rgf(&tr9qAQ5bt2{7NOZ<72TTv37SFv-5N}4*9c^3Q%
zwp*F=N&}R+HZvNTtm<(-`7y~8K8b5OOdd0i!W_qn6*>xYA|PGxnKldQ<n!Or|6#U`
zq<XEiE93>EG|@Vlmzz{jJtk{!lJ<>tyqT{zS2x72>c*<88V2JDbz?pSd@0g8L7u*h
z?s~`PXo%689Kl8^ProsM%$j_xdfUG8^p(oXWKhTuFXIdsG$e#1>(XoT?TONd6S{7N
ztLZaOzix;%=s)7?CIY0hTwlCf2Cf9WlilZ!+6#F1_TZ%{-gN@V@NR=rz!%x$p!UZS
zzhzygPjs;mv-24`7~_%#tmQH?^q3APt%C5Ac$E!ExkqGo5g%Mz?7v46mZ(1|^xV>o
zZnR%0LuI%T-7B`Eqfx;Q2bf(|2M#wivJuisHGa7iZ=9ldwG_n<;5nGx8z%OaxNpl@
z51^LNq;75z^d93tu6gkw5Y~RU33H!iIj%a!>yKDOX4oSGxUc2z-UjrfBwGUE9z>NH
zRCbD~QsKROI!7MKehdXKUf`|m1<Cm=^scEWuH9l>TW8^#>~T4{)V7|a|5kT86)E14
zJyd^OJ_>)~hjTuZa4Lo~3A~*etRi;lfMpERf_(C+5P`c3K2{u`@mZD}*pcS%#%Kw$
z7mBb1ncaOfn38+|BQwF_JSabD_%{E>-&B7>0#Tu%#fZ3tMY;^LMPC7PGJbWGH_ScX
zp3>;kj(XVNYXc*#D{7o)*IC}!7>y?6)?ZJdcdKh@BhR$oR`MpW-%r;B<>nMXKiQz?
z&I1Vi9e5OC7XO0KFtzrt#89Ddea3s^gvcm1RcykE=0n^Fmut(9rl_wH>S0%g=mgJ!
zEf;dtjsgRu#(LP4h8B9$A35-%cA`eckR9fTk4KPLIiMfd+^H;F0h?1JbGXX0aMgQU
zD{OO}JQ4}wR?OyRT!fk2*<2z-;25R(8`|7yEQ@V!2NZdmo45uPO&4T`4dPGS0Lr4+
z=DvpxfrfT(4eUEC%CNb`{n2`*Z0<C)@DisTrKFA$(sk|_r;&CJ`dV%7QhJLln;Q;>
z{9m!TYer{{kYj%vF`eO2Fm~1q?Fv@5cS5!fEbVAS`+xsDg`AF6r%5}ft=as)Cq!OG
zUkV44j&3ySHBKc(LBTTaGLO+<%jntU>VFZz8n{aqw{d}zd#sk(q};XR<xkTo_%k{;
z1z8IGX*wT&kUXg<9bPl3boiL&(&1yLmkvL+rF8g-ZKcD{XfGXJ-&s1G$3y-q?_D-t
ztAC~_QVG*1fy=dxQj*dHLrLW2i{w>)@;-@#7ZOio-lx879<`2n#e8x<D7Ba9;;~^0
z;a#rbR?y({Dwi>Sa(R^p2T-hVX!)dZHU7*eZ?GuNt6T#N$wAAO6v?X;O7mzJ2No{)
z3#56V2j*cLg!RfBI_7au7Yq?Q(>W%!#!OG%-xq_EP))8tX~7jJZR7*OHe@+CI2W@O
zPEk>)KlBPYN4ph!%sB1z$h5*6^VCL2SXD4lwsnt&g9C~AWa_cXdUH(t0(q1>b$$jJ
z>5V08$OZ+zX>EX7e~dP!{XOz~Y`fNp3Y~`{_}$;NO1?L~`J9H5<m%s~K=pVx`KLeg
z$qkfPj@ew8a2bbbbx;>fD3$b6rzRu81&m-DQozG=(n=_}>v17as=xVe;A+@?uNbqY
zZN*azk};<}#q}=61@p>WyNt!(9S(8@vTVt-QI_qPoU-3!Fz!RGFhGWx_$=EP)f2to
zNYn%a2`rND1MuIbrmSEmUS}50x?%KnehE#-$1lVB*%`{JOuNzL`2d?wo5o8U=01<d
zNRtoo*ZYt|5!Gp9je$B(DCc`0@xH?MP!27*pJLPP)rBJc4$8EJbm8wHp-(dG=v-v`
zK29klXMHKA&BIjU%d<ivL3G12L`2U5oiS&wm(E5R&Rnl$s2#vgd`Lu57v-X;)U97E
zS)qBnd8AXl<>EZp;Ve3qXBxra#`0(^JDIVh&W}5lH4(*iTpEI(KXa<;AjB7HJ||47
zo*hEcY+$31gWn*znkdCWgE<iFk!2w4Y79elG>UFFI4{H+7**uvbakn7bYyxF)R?cJ
z0_cA^`J|%U+@9R@ngPN}k~bcYHRA%BOQ0E+nlKuBqjV)#K<#J{+Th1abRbwm;2l?d
zp>}DcT_T@VTlZWjq!mso>Nh{!+i9mAm-Zz(ekN}93S!k2^e+#l##ZjfCX2fHcn+|l
zzdn4Jw;B8rr)~2~!+CXswxoQ=K|Nam@W1(VV)HtybUN`4HhYetq3ok&zK`$#4~uES
zJNtCvEIF$t;o8@KI`N^kEpb_=6R-UTEKauo;WIepx5`|u>0!QE!7})Md9z|Io;zd+
z+2`rRx8!h~T+<ZkzVU^#K#=O7k6zKY_^l3LmwDqZ0BL}Vc>}lgaS(p0%i+-nsMoSG
z+`sDs?;$bX>KN}%5#BS?cw?U(dBbx6i(t*zmbGV&7=mx&6~_z!$V-%%Kh^xOcs*Z0
zKv{J;zy>Lp%(GX^0YO&TVrdpwuVPm-w8!hqVTv828&B*QoqJo4Uj2F|Bn;N!9DQXT
zuZn|L`BBV1^Dn(F|KjwR{H>6`xkbt2d!<wOM+1*ZLtoV^vwwMf)V|Jo0Vq&Q5RU$0
zE>#S#e)*G*r?MzM>3GBts}+{Z!CoZEwvi}(QS06MZ?N}4Rp`APTGWQPe?Hg<l?`L1
z-vfQ1K$919@{w3+32RKObP#{ztT|+X11El?eK5-7Sm{rnf(5z^n*14m;te?#$&|~^
zMTRG0zdG6XL*bT-l|U#)z+e&oY`o}wt<@d)X1~pNF+zFvalI1QtNPT(Hse$PF4xF@
z4xqrujwf<&WQXI?8`+Ooxq?QvL5!E&3-ErqR*1JMjn|4lnsAhzdjVFAERIdo4pz;|
zw!Kk2+6r2khz{K?&*nCIXjN?Pjy=*g_tt~X=Dz)jXweGVT+hiIR%COpvM9E>Qb;29
zSYNBn9S!t>+yk3?kTu5U2J&}?%{@6dZF3_&qM^z3Q1&r@=95!c6x-arI5&~B|3|o$
z{jx`4u>G@;5fvh3hGM}Q^;yRGx%3*fLE5=&7QMHsMy$jd@7?sii@ge0hZ6Js{k;I9
z%qknldD3zT?0k<NEluE_VLQbb#F*b15k#QrVGBi7Aw|`o2&FPnw_|~UEDHZa?m;h{
zl@|TcBV2E1_c2<-vCpe*npl=xhZ<zZ21{C^>p@O98czb3LQJp_oQ1lsA%v`V^2t2x
zf>?!_DZj^dYMuDmDJTMJd`}Z@TT)z7+$<`Tep9)0%JFc##uPxEfPR34s9=a4|8|Nv
zde_-mOqyc|VsOX^hzjMfcPNK+I|K&#q?vpR_GOOi5zPjD?p=*&d*&<D$FYFXJkBm*
zWZ+bhh3M!-3_jg3_NRe{z?Q_$uHeFqc?ux7%alDVf0---USZ<L2RYQiEM}x^fp8@q
z`j;MU&@v8+)e6OGfyK>W&JM?-rU5U0;}+evrOWo6dg3#9p3djH&r=5b*%=GTWuu$U
zfEwyS#erxs_1Fc7f?5~_RY8xE+@GCC-Uwf%SWt)mJySP2_n%q>JHwzSnA^(YcMDHJ
z6BF><0@JN+Ix&d@o-*es?7B$VFc|23Ea>Io13Zc3Ql3I(#u46#k9VkqxVS1uFVHMl
zo!Qyl?=c;Uq}xnN<?a@g1u2yl^?&8a&!j_ew{>{an$G(h8Xa(^hW-lhp@u#R-vFB2
z-rMQuGf*tmBIqLG<lwAuC5F?9;j}~6JRe3U(2+VHwo6PIFgePE=Y7pm&;|Z0)fQx6
z6?#N(#UjJUI4mFa+$nxkvuLa_v($O~jajNJ6&db^@;EZQb}`tZv(#zi5Cl4hMe!_k
zUJGWaZ4#7+`B};#6&YsbPryGM#E9wsp**HG_{R&??u)5KaeX_+RhotC^ca`uK6Eyg
z4D_Lw#Jvm=7+px+)g2rOq((!t<w)R3z`jxqe(M{MYfjr}T0LBJh2P!?ypeo|PiTBV
z@}>Et^PjXQ9Hiuim7#w(*2Px+<p+{gpY5m=Rn(57rQrFXEQnGg`!ClHLi<nKo}%^M
zV8#8lSy##`6D+XHM){kyU(txS@N_hpeg>Iw@Wt#v&wHFp#N_+;#C`@x(5b;$eugal
zU`MA0#fP~n>M{lkSSN@|=ONXl*dwQ*eqG`ltfIPfe?)fVlaI~cAso6<mor!vtIJL(
zf@4^|y8H-~6`3vmKcy|l!db1PwtVC6qS|63j?9_nvNhtF=CF6ffA$2ikU8(siyBYV
zuuu^on-0qBTUbM>8pCax>GGmK#DrbK4uU*$T3ORn!fWM|Ghe4dq$BRvR(G0N5G~hq
zI&Vpg7!PK3U6SFqgiw#vIEx9KR!X-{!k4+BTf3te^DCn=X?qBYp-Bj1i|tUZc|q0=
zrN|;ZH*iC-ox^+wd(`Bg*?a7eN0}dwRO7cFw@Wz@1n7Q4aPaB8p9y<Fnoq=yukMbB
z{m=PonO=A%;CL~CusVSbe_P~Y-HVMEDQC!5VhEG#!6Xa9g7cLU^<90J%09S5;xG^$
z$9a<gWa7Ms-!gg-+#x|-Xq}nd+PK5aq<<toXo1KNW-6O3$;d-T)|vV2;(?48=9-t{
zQmo;umrvRWBK{SMiT5V?C|^m)aHuN~@t8~!yQ%_zAiH7_&*QFRq2pG06p7B^Pb2rA
z@;4%$^uFOXD32qa+ui`zRAA@7$)6Y-i{gmqdovL6R4oz)XRphnS@b+~Q*0KM>C<FW
zokYqoXj%jQ16y&|DYpH+YbZyp%F9I2_noC`ZK7z|emdcf*e!hVCSZ!sZfk=??V*o^
z^QWstIktE3=qA;C(t$^xV|$a8E0|-uImY|z81JMA?_+7a(2+{V5Wb3Hx9^AhJGsF~
z9)+E-sqoZY(1a_l#j#4%wq_^A3`kcEpWClpnX)pSRHm@>$_~S4FmjD(`|%ItCl`WU
zO(kNloCFBNHK^}5)7ZLsNvb!tSNND=Y+nmkK6>r{1y?58URQ!E@5m*=W_KRi$j6W?
zI!lWOj8F3R>50cKEcC={-df;^=YO8|#Gl^cJn@dyEY8S*C$<x!3A#4LAt$G4-uhws
z_%2Rh`om&P*W=N+F-jcO$N%A9DiE|wX3-y=C{vY8QEsh#+Nr5YYNwOjBsE!mn!7bH
z@Ixu*B#V^T%OS5{%*zcD9hYd{uCmf`i66E4ya(Nua@q)Fidp-o7_1y%pegBr`?IF2
z&oc)Y>{Od>j|TZfK2+n4=p!cRLUoZ;Lvb2`VWroF)6s_$a%7!F7Lxo1mucYV1N%ln
zSVCemM>$ybTAWdQ+1DsB*EktR)UB#Vedy)?7rtYp?KRtXL>g@)cdvW-lDaEKA&<iu
zqiq}&<<A{v6b)^4e7?m$*Yf!{{<(_Jm-y#leEzwAMmPE7)$dSofgiuWwf3@Qt&m9x
z(p~cI5(}GOu<HQKI-WAr985zuO;5{)%9pe^Ir^o)KWye3E&O&ye-+u7(BI8Le_#A7
zld614^OgUHz4w7{syzGuk8Q?)b%-uQrk!RiV!?=r9b%2hpMZc7u|)hADWwTe4Q<y3
z1dWJV8De$FI%JrkW1U0SImW7UnkmCh8TLUR*Ez>J$6V)_>({xhb57Id`@YUO$+;79
zf<Akm@9+D1{l2_5-$_2#ecji6-G9z~{xmV`qrh?34IbT|z4=RG{+Qx_dwwh0qxk<u
zFpvKw`Ag>buh6YFoB!tA6>)Q0Ipk&+f7WGJeoph>bNWO9pC9qx6?O9yJ25wX6m-8V
zn^6C_KTN-CVD4S-&iTne@!Y$9dE~{PGb--<U(wQYetrCD(<t}8|E_m^cl~90%GopL
zj^~b>bN-)Ky*20VpqrI1;vVV0JLDei=atKUchp_xzdPoh$RT0MbH|^yUi$y<&u!jJ
zJwy3y=yUSHNBno3#^Fx>ogU&ptD35phbvsm!*#B+LN0G8+*H$8+Yqg9oT_P!noFBq
zT^k99T+w=0Lv>?Q*fnqAW%DasT3z+Zur{Hlp+T#ytBI_lm{#4myh)3$Z3t_jMs1ic
zT-Ox#RY$8U!^>;y>n8ceyR@okcxA%{!!=vY<I;v{7{C?b>QJ~*FA=GZhBf!x`7`}j
z_+~A1Ywr2eFP#N^l~s$TSIP(Gt11!X{mjcQz4WsAX;pcbwg@#=>EYJa6Mw_1sH9_9
zbVY5`SyQV+p}F$WWvin6*J?r8m?)VT<8h4<WB&27GO(bwAsnf#3(u@y*-&2>u8Yp7
zZVFda%$>jBioiHpatyo6t_YZhP4%l9Yr;x<7Y3$ZJgbTZ&*VQd{j@6Uli8UM^t!5i
zm6;C=r^Y9N=?gC*Bhl)n8=AD5>PSQ@(}vY9bCpR))rQKV<6NJ+&}F^}V5N;4=el|L
zuwhNnP(?*e{i>+T>vfH}R+pqTns%LQjC@vAHG8gqR#la*SC}99=gv1i8slPIkdx|Y
z?b1ltrPn_}H_{!4>q3zWh7Y@CxHc?O+Z6RqZ(P1=rJ23)Q+4wyP46Od$jEVB=&B3f
z=+er_=`iiAsZHVNd`4i|7;TJvBJNH52@J7FHJMymUBeG-NFNN-8(e+X)a7QWaTD~=
z8jbR<3omp{G#WiD9Y<wAhATq^=fk+JDgWdxag-@G<EnMt7&wL%b~4J%fR7sKdIN@;
zL(MR?TBBE?gegtSV>>rgrYA94U)2<CtgTyKW)(ymH_oQqqHtpqQ?bkpRNA9grkByH
zBCS=@=VzWNZ*Sp-PHy#?6iU{jXH88v!TNmcSc;k%(NmGB<LDw%vnzjrbg<)&E@ep+
zCBmlKo5J<W%4+Kv%x9XbjFQC(k#ODe=!&v&<4wbw71fPmnN<!)XP@n=sc%@zXsZnk
zABH=8)rRQFrf7XFIhKCSG)8i~GQ6^;VQtycRm+y0*%WT9t&R{$sA}ojXt>Ga;wKXH
zfB5jIbxFxw>oYG@g1KP$a3vO5Y4zgikmQ3ZF()#qz=}(s65}%M{g4q>WgPw+VG@T+
z{2VJOM@L&DgSc!QOTPKfiYKeX@~2I+u_lK`hc<>edbpx1!Y++<LSNz2^&D%S>b($N
z6K$-nVJMhmp-jfv_;E(3bJ)x2_HpB`op>FI&z=CxD~7r{Uu#49EL8(yoJbpw_USs4
zA!v<pb9iI|voav7(}xMqNWh1$%A6HO|H|xPV#u3omF%B+jx<~O;5wo?BRKI4YZRvQ
zE=4^qebyY^*vuHzXX$v#SnWGzddxCb38g2bRva)aYL}UlSq^>kukicFxkBMcm|>y~
zt65!9acMQ(P4wA)$O<Q$0a?I}hNRc|&{|yA)>PG0b09lv!5=@htdVunENyIt%8v3p
zpWv7S*2*dE&RTCgu8E{Z7NVmH8*9GAH8#D8Nf&0|=|O7}LoGY9Ms-J{dXnN}^u;!P
zEHqUaRNA<*GHv|0>T!BQH~=oHj;tbJ(#!ID)IlS?WXsZSt<M^3t~n`Xm0eaFj)Yva
z^H@v9Shj=a@YfTsPn_I&msvpNh;P)Ao*-sL`s5G?$DX`Lk4j|<GDgz7BCW#M3Td(j
zGPX2qC!-u@qim}6?Td_~vNG8{8N1f;<Dw+d`jlw&52}{kNC#j%*09#bYt$k;Q<VHZ
z3?Xf=nvnx7y`Pkwkqjhb6D`}ps_B&%%O*L!Z)AJvpB0b|weiWN(*wrd(cDL7-p`#M
zm{qBJ;3LduUh2~er9Z8l6}X~uJ|AT^pjDZVu2|rk9+*{?@nycp<-&A4m9rLJ=3gXR
z-USj~<*X|fPM^UJbLM69r5?TFg>$cwK#kY4D(6o3D<7~|&i!aXB{fKas~6yC&a9c2
zxYJWa-;(+`-MMy*bdNSh7A$2WDZ^-$EGXKlx~AIYb({q0@91DHRKJQ{t+p&uUmc~J
z8>`nEug7cF<}mYeE(Ovb&z2I|@22a;SMssB_GrAWS{<&5YWgluUez~xO_8&*rPWQW
zHpb4cqM~XcJGMIBt>Pe6w<;2G)zwE`tJ#Xk*`0Z&r_Y<*|4cWm^fNkFsJ=$ufV)<%
zYKpp+hF#%Wj+u?F>N=O+K3Bc|x_;^Pgd+u4g(sK}XRWCTheM=?QD1X|zjkG9l+C}3
z18>M&CJf7kYwM!bYh2;R#`?wz!-dCXIu!4c2UmDa0~Lfr6uDsBbiIb}oNn;CGK0yS
z_bbL4pI>V74wIid!}$DJlj-t}tHN4!q$#YCEUDm^9>ebU|BrgU|8?enZ$6$i^ZJFH
z{GOEad0PK>`C?8z|9|b*U+47WTRHFlt9e=VZ{~OVM=ZbKBig6i_2ZoOcA4+5Z>q23
z!j*pUs-`{?VZGt%ja+?bs?s8C;`CLkN;ZcRWkOt9+tkEKw(E?FGhEfnIJ&17El&TI
z@=i9ES$3W?WVJlwmNR4-G#9u~xF%BF$kmYgI(?F<elf(}G|X|T+L?Z@)BPIDrRw$!
z4WUV2{;N3>NNoDTJ8NY_l!djarn-R>$?z9fh3jg<5}I)c(PmVK3aFZP*Tu$q@W7n^
zSw8rGsGk4ncKqM&|M8EQ=NFG*|GQ)8$I8b)k5T@UIpgm0=KJ$aa>2G%=2dls(}Xqp
zCXEwzHsP7ggmv|LRb6dOeTZqWie1QZxiZjDU29Ae&DeU#Os{4OC7Yk%DoWnKm2s|q
zFXb{eFSw4-6lTK}a;>P2EOXT_b5*<YJJsh^TC$ye6|QAm_;rP9m)AzEfc1GR^YTNK
zUlCrzmGYX}m9$@XlWFz@&Ciu-*Xdk-npq!NwX%+vaxrzd=5lEZ!<_C?IdzAlT;rc$
zp4DpFEV<&rGE#TejVo%olGVV~RCD2zi~pI;-`*NyJ(#`N;2TQ~-k<ZnxXSqai23=c
z=KF-nYnB-LdnUJ58}G|ae`&vU%WCUtqieP5`Nj(R;tIp=m;aA?LVmvN!{y_zAJXmz
zW?qBKv;CfGzW4q&^V$E8`f=@ttoNc1Y4`7r$H#N}r!(jMf7SnAa{BS3`Z?(%w*Q6y
zVtx1LwD)22{SD!@#+7{6)C*mc7N0v&^Q~%#)Yix<j#lA1L%X7`TEE+rzFBFk-bN|y
zq&tmqJZ{7PEYJEsRL}o(JN|F?Kl3Bz`RZfX*B?VaRzB`LM)?PF^zWPRUoe?-F2Xg6
zNd1lJGZU@_HP+TdE9>i{hTv<gZ)gaI=5rBaf!yz0Q6J%cId|cu)O@bxV17w>t@*)1
zwl$IP<*VvBp5rQgokm;6k$>(o{fMtMhUMB0b4n@3#Tf2t=~u0qv{`cH#<i@mex-hK
zC(Kox)0;GHrd)oS%Z96(>r}E;%Diq`QNN07ymjH#Y^J!Tq{pUT+mQp7>&}_Rft(-M
z<l&B6`F|??0hG_=->v$8`H!g`^*P(Jd7RQ!ROshz6&0cMs<2SMIci>ms&H9PGDsZy
zvSFM789N&NhD5kg;|i{gzv*?M1&!flwQF)5o2yc^o?T+?a(z$Lpxcpjg8s<<K4hTP
zO>#NkC8x74>Bq2K@XJ#l*XPYqR5q@HouF~5Yh37KDB$8ouJyUjW-!QAG3~2Q8|&k!
z9Dd$>e~!tZ$*DQq{ESiFj^E7D&w19cPqXwV#(O*dbZ@r)2lIWJ4?bt;kC@zN^4BIm
z-D&9mG~ZwJQ{#P_k34U@|AEOalYcOI`U{5sNt0vt8}HN1?eFTQnZ|&T^fz+;UE3IL
zGEcts!Krcamb?deA|rhQ&lv`D#(Z|7K7FQc^zXM081)V7GC1DkB_@Aw>OXkV(EZ%!
z4>Lo#pDi~oIAxKSjn#F_!<wmGkykXXavxpD2t(6jw+R@3`Z<i4Uht9;N5_8{9Cy&*
z4wK7GeU{0i<JH5n4OmgLBUS{7qfoqJnhx0aiV<JpWrOGZr@@C!HkkT+llgNvx!g=~
zc1+ZhQ6wn-6^ctYHv{`yw-LwlKR5Ublk?2aPyL1QdD48JKaZK(v*VHkWTa!qWtba*
z-StbO-WjhN{GrL`O+IewUolyzy+%-m-}S#T{EaYqrpc(uT_(R|vXEc>PK}wzzaKLE
z#!PNA`MSx^{MyhzFy9yQyR^POV!GA-X_h;#$0$F_<e4THnLJ|JmHfuAJK=RR9+Q7G
zS@m1v^Us_7hRGL9=B_g}k#IE+QYdRo4G&;N!fTA<+fm0MRv{iL$SR;;RMgwc5Xkjk
z-(Vc#ujNLH+^d;e7YeUYtIH}~uzW2GP_0>9r>myAPVQT=NvI2RU8Z(*_(RsO-~3YA
zoD)Rhc35%n<PW=;3L~m~(Hz|#@>d^O9j**73pdIo)vQb!S98;;)F)JKK94HTNsLEs
zBda<65PrBU5-LlV^~m)kTNiSjS?&=YBd(S8tHYP-7q<(wDYrd5;$Re#hZ&mWiJsMR
zn=o@nQEke#6SNvG!Ew!9PUhrM5O!XtpFZLA&~j})7kDH{?X0=!OFn0v6F&2N{%M&{
z(jTz*5)Tu#F~OlF!#_Dp8>0pJUr-A!)q=~kV4W6h)PhkhxJoN)a>Zh<&(+BjXRhj+
zns7su8~9p<vD#@`r+bF}@_(5;_jKd^T9ZFASvJ=Ae5J`jlQ-X@-K@Frc#Glj&GCj^
z#hC_gH+jHhiO2Z7+vF){8Sl?GdF^%Dwc2%B&5GKHaU-><YJxFi<@pMErCsZiM`c~t
znd2)&K8>wL#**B~1mkn;t2FGjhc7hhdEexWsmA+FCc8|wUSxd!Ym@&nY5LPQ*GJc*
z-{MGrtjBe5f#K&JlT$7?-mf?Lrpd=DjnDsK@>2_q_eOojtrJ!>xlyw)%B27;te@>)
zJ^fNYn_B%z)7pq!APjM8bkup#s;2P5tg{)m=ry(SJft?Au{NKFca3h-)H*VQ_Y91T
z+d5)-29GHl_vI@pn8x8omaFvps!OZ%$1Ti9P^+p}tuY*bl>7ElA|$tJxWRvE6_37F
z@qm(Xi;9N><k43CD4oCM`uG36GqdO;I$2%MLy^WASEc@tc0~o3;OPR1uPj^e%Xt<#
z_T&`E{oE|ApUH}waRp*h>c4DNqiqO^mRnl^=|cpPb+W0iq-LY_*RqQ*6uqY9DX$-V
z)U(d9ii<4!bw-7Xd{m}nPony&s7N2Vy=8eSGLC$T7yI%TUie`g99_P)X{L2P6R1Bb
zUD+WR?X|WT*=;dbK)oSK(8^2wsTuRk-teU#hXVEHS(x#ewL8wu<wq(n8{r%W$0~2^
zad`lee)4dK$9%Ymy@=t+=p%X7XuR2U8dKM>wDATr`?};YlBVD88gD!xS7kU*=7+vc
zhOTVnHcn$j#f?Heuf`zCGZ-X|w&l4Qr5{SlavH4U{=>XH%0K-Qu3q^OqqMK-82<n5
zRw({wtg4L|2cyt`Un4$@|2&OYpU#MRz3kTP_kS_pA2u(#t-r|75C25d_EJPnDh|WH
z7$+Ut;pYtfoy<kLw7)bbZZ;%ujd7gbV6xq0+Rly-ndNi!B@?FQew6op!@pVn9sXEM
z{;dfZJn;&HyDl@@lebdk!_8kd>=&;x?Dv~|cie|7|FT*B?Wkct#VqeM_n%5td0&qF
zciVrT5r5YnqsvGAz@XP;-b$4ZUpDJ+*=m$~)nwA7Vw(45gW3KmX5Mc%x&Ouwm%oW-
z{JG9Q?D$#oZ<gO|mfvN@{f5a8oj<eu&_zZ+%rKc-e#zs;g<Y4KFS~J{&cpn2Il@gk
z*Jg2=m9|UMus`Qqc11He=olL+#VTF@0<-?yyr=curk*=4P5+bBgOTE1OP7DAaQTU|
zc{Iy7NT{VX?X@46`7y_%QQzc@Y1;n+Q_o#@%=pe%S8&N4w^Q_r(*D<H`9FvDScfe&
zqO|?)0`}+4<`I?p#<fx|9p5{qeeSq4<2%pl95p&kGxdp<u0~_!XQVmaj<#2$vFxYi
z*!%03*VgFwfU^Ck<8LtS-!Yjpz9v<!s*BdH3?JnoU4FMs`LsTAi!o28ne!pr|M~J5
za)X>}NOZ@YQhdRa9!=Z&F-?nXOQyPc-SJQ|Rm#P>KR%pH`QR5GPp0JJ-N<K?sSa3j
z^+2izHeNfBa-2;bt{X^s;E<|;Q~=%zqj2;R=+m?-U@N>HCZ#S|dX}c`f?oIp48ndG
zgF~waQgJv5CZHeo!0oV=dOJkNf1qX{)d`ovUf2#DJc&3uL_Dw=2H=}82G0sp4!#FF
z;fc#A2R+bn4(E~313$5xa<CFc;q5C1Qf=@6?1a6r7y4@{H%ZfOf^N7A`rs2V1dFa8
zNHxRJunkUvop3wsh5Mo7Tuplyx}oC+%EJXP1b4w^xDU3$9@q(|MJNv|p`)DRGIYc3
z&<CG{A@~MthDq24PhClQ=z+a(GIV@F(-uQF+zx&401Uy`U^9FZw!weGPIy8c<)I5Y
zCNplJ8{P+f@Oc=5Z@^~w4s3&iuoITlQyzZ4VIWm<o~B&`JunLW@F^I9L%ukWYJo1;
z4wu0$xCi#ZgN*|zCtu?<v1uSx4l7^)`e76<hOKZnOu!`Ug+rpmeZHo-p&R<453YtG
zc-1P(!DX-m?u6a&P1p~|tfpSBhCQ&B@eB9EAl!5l?S<cjZSWB6guSpAj=Gt8FW|fu
zx?u?V;073in_)BD2ixGguoI4qQ65f$4zH%ofNmIpKDYsf;C|Q)UxjTj2|MAWTgVsm
z!IBF#?G@;Oeb5g-wT^tlb+8pa3_IYHup9Qme)ukQ@^=-ETgf+^0|W4h_2e7whpn(5
zcEHnaqdcsD{m>7c?55Y<PTt@{FbE%mG1vv;@Ku<A@4+58<PO#i=!T`!G;IR(!T=1y
z#V`i%fN{7RCg3x$2Ofb*xUiYLu?4GxKDZ5r;1jSJ{tULkU&Bs#@}1-zx}k%u)&wY9
z&SlUC*TWFp0h{4o*ak~BP#*4w{qPOwWJ&IW<#6bi$Qv95qp%#d!uhZRE`{B&752lO
z(8>ClfaUO27=Wc4vA<Z;KC_8-LN83hZdf{pyxmP+;6xaQ^I!rt!5-KFlkn{p+BKK<
z-OG4@OTJ88(6yOzuw@JFfp2YN9KoqyV;s$+pSLrP;Nk};2ZzTQNAQBLGjHLD9mEG6
z4^khz9wy=6VCg0B8}uU#?4%#z!@I~MtoRP|9Zqd05Ayzdl#}<niPO)z{R8TQGdhS9
zHu7caaoGMN;)I)@CcaC_M}mC8y)XbBKgJ%8fvqqCJD~3w>VYGlr5;!TOXq9alzqel
z*F8r(u)7mGxcGVO;O(&VGUA3_IQRnN0Xko#{jl@r_=lsrDF=_dN`Jyiek0Vm0DD*t
zC;p1~;Mha-7i@uX==?SP1sDH@{K3623CFxny_eI@KQIoV`v`f5Wq+bw@X0?@4kr2-
zzwn`V$Va87z5G||gW5mHH>~(4?SrTOi++U%pmQPP@O|vy78roLVHCa(Tj47o&@Q+m
zNn9|VB8~v#TpLV9;FO}lR4d$9JeW$rH(|>anzq6*nCgIgU^jdX_QRWp45msKY1-^h
z45mVG-6ye!yI?!)8;L!<%Q=`zLf@#tl>18N=ShPpKlH)~TmoC*I@k`k!7jK5_Q5fu
z2U8_ikx%G>o1h==`pjS|3Y{kprsDD*cEZE37y3^bOgXM*-a|KRfj)Q;hTwa!8J<`=
zm}-MlU?=Q`y>QfLDSwToT?Bpb<EIiY{O)Pw2_EkvFK`^}hO=Qm+yzUoWu8DU9R0b$
zR1i*vF}MuI;Z~S{e}cWxJBD@!8E4P~*F!%X?WUcu0=B}fumfIoI`zVPVLyBoI<F({
zv4g2{I1L71=nU!=meEeQ8g{~suouRmV=?O~bi>#<>V>;u1ik@V;HdHR51a?P;5yg`
zyI@Hb>&}_P4P!6>pMp{NHf)973DgVMK*tjH4QFEycR)Y%PNY7#2e!cdupO43Lw)dx
zb7?1h9XhL7C(CIk^uPezKACpHeJ~C?&!ax*n?gI`H5U-)Qr79Il!KA!^b0&PlW_po
z&!#@O9d^ME*ayeVp}rdC)m-`$J~NN;1D*4U6CQ!>aQ<bKgDYSkT(^L7A&$S5<Q>MZ
zK!-~g(GED_D#l5e^%(kK;A;HBQ~6?_7WsTJ{S5t8^fPRL{qUM<$}Qvg3%&5vrIdr$
zz-G7yw!=4I7refPa&SL%E@wQ2Xg}NlgK#%rjMfa_gKhAtWt4+|TTVGRVFl$@kpJtc
z555C~&~pR%hRv`I`syeLH^M&n5G<)>U4tIDrk;L=-Uj*^z5-j|iZ2o`+zGqjYp@TV
z*hu;7`Fm#Qfis{VUIQcWRK8%eRo=r6xC{2cKA432qm1Vp$OH7jBn-h3t7tED!8W)N
zcEM9uQ!ng*B@y%+sTa0DKTJUGq-k%%7Pw*!^};^b0|)sMR>w-lU5s*Y&MlOK*T9Hy
z9p&Kbx6)qt!}Zh$KY%55nzsBl%E5<kXFS7IcaUHBAdJK3VFEsMC*v6&f{uF5J2p@b
zo_RO@0$+nM`0i%vf$sZgADjnE8km=`9CpC~d>uyNJFpejZJ}Lo^!>C8z5*Rzq@TBu
zPgwFG?SdP3QVvdNqa2LE4$;5Gc!e`yKRgUe8)^T;j30RNF8Tqkc!Yew=V80Nf0T02
z_Z`Z?uJ2Q>iO(OW|KNxpQVs@TGu#H-;5)Drp8O<vf$gv)%KGvY?Sw5)lNb0FjKSs~
zQx0DL4CUafo%92IcR%BN73<Lf%E5PF0Qz2}9E`&_d>$s?RbA8vCmy7})$C_pq8#jk
z0r)nI!qS(?51auzU<2%iTcPtt^8BCV1ulg_xDm$SNxvX3aL8-e!>NZD*Kh?aU88AV
z?;$U+{Wpv+c-`yRH4{JVhef}||DBq4F)WAQh3$W0KEN*cPuSsO+`?}7sl$|mUg(^~
zaSE2h^)LXpz$k2ot#B{wfZebgz5)B;3BRNKY>q#$97bUPz6zu8U$7O9d4uwB0qlmW
zVLxnx&WqXCz;fvPJ>_8qjKVh9DmwJe(X`*gAWXtOKjWa6yv*l#4nuGeY_B8^*af#h
zM}Tz?y5T|C1AAc-PWl7+y@Gn64_3ZOe&Gt}Tg3hmx;f78hP@om4nS{+c?W}V_8%Fa
zumN^4zhkhE`L_l3)9<@rEB)066L828>W5C4gg#ihmi-R&!f(MKJOE>G5Vpb5e`5T?
zNw61AgN~c17rNnL=!3)GA`fsAY=&*H4ZZ?9VG8!bvOiP)X6&FF#-R^B0VD8VuoVvN
zqu*c@cEfvNKYSmS##j&j7v<m%7=rs@Go14_^}^M#6Mhr+!Y=5zg>rwPUN{Z<;59G;
zzYberJM4g?-=SVO3HHNj(7BG|FD!@KU;y^RC>-%u%EL0)0hhoYSO=4E2Q0mnbsKtN
zFAPHW-^e$d3gd7IOu#zW17k1=H^9>M<Q011VHku%|4w;$4UEHwVJCbE_QKyl$8F3*
z=!Pfs({AX2A-Dmyz=vQvd;)gCZrBI4f3WV{jy?3i`Ops=U<BR+Ti^q*9rnR4_&)4|
zv)-lr9kd5};6~_&kHHAs4_l!2Px1ywz-}0Z{jdo-o5>q2hp)f@biYU5;Z)cPYhVZ5
z2m^PrKM@^vi4NZs9Txoy|8N5AhkoeXz&ZrWVG9hv@53nE3tQoPumhg@KIP#w*bkRM
z=a*Q&U^(0a1MoE%g@Ye39^vRDd4Y=tC<hy$b0hN=mcwUY0KN^QaOfcY3H`7WE`xpW
z5$L>&{SGXLM_>SsPEihyg{^QA?0{c_-LMn(!(Tw>CdMBuhYPe+Dgf8RDEvNbg>S<S
zIO4cesvDjL`{4xWyqkR_EQhzi0DKBY;UU-x`(Ot=tBCUOde{%|h0Ye{JuHVGFQz>7
z!6;k=Tj3Vi0r$XexEJ=rgV1>o{$V*Rb5I^GfKj*;w!*hz0-p4-RH_G_4wLXASbDFf
zT@Af33WM+<Y=%c*8!Q@<N_E0Y*aw%uk}tDvK@WTl2H?<-Q!l&%#$gLgz^Ox1sb07O
zIyRGk=!X5!2aATKQX#k)Hp5q72mH=(;)U}*LA=n*FGaZTBX7_L_rnl$@<pc2a58Lz
zt*{F|2K(TCSh9uuj37^NG7P{f7=_zlE8H`ZcwrapfhV6pykFt?1Kn^p^ugC*2=>8d
zIORm@g_~g~obf5@g$rOwE9)rqK$nyJ!hgYLxb4%FgPTSXFYJMRu<RtteU)}Y58MR<
za374q9@q-Kqlp*JgFUbbCSf})-O9e{Wa5PjPf4XBuo||&2G|atfL(BXDfPlQEV-Z0
zp$EPU{jmJAl!von3k<+^_z>)ZA->qPAKn9<+gSf#IeZ)j;7c$H--4~saT@&#%V9U1
z0sCPPI={y83YNpoFaRHeQP>4r;hV4nPWc?|hLtc0pMa&?>2K(ThhPx;#*lCM9Ja&5
zunP|VJne>Mu;c;C!*V#!O}%g{jKMLdGoIm_uoF%m%Xo%YK}THEZi8;P8T#O^GsqX*
z2U}n-Y=^_ks25IzeQ-Z?ew}?3EQe#qQ7_yDqi`Q=g*~tXddAaUSOJqT1WR|wbphH7
zx4|Gh0-NExunnGeCUL_Fuov!zjt9vnbi+f?2ZJ8QHM|}+!=11VZkj;c@L|{oJ7CE}
zj1TC6uR}i^$&b`T;566*W3V0Wh28Ky*bm=0hq%AN@c?>Z$t2>2C&L&lhjBO`Cg2L#
z18;{(xCfT*#4q&1Lof*YVGNEqm-5g96L2={ff1O5&%n}eavb>r?S@epf`Q4z4IhT>
z@QNwK4O?J8d<;6<I4_0e@XYh+FIWMia4&3yWBB>W4p<4h;rC!tbXfW=O}p#@;)Xk5
z5WeOm->~9B@(nM6oiGS{;dbbFn7l(bJOX|2lT(Qs&W6o!<VC~{eXtAO4Ex|q(D`lh
z1Iyv;X~Yeez$hF!gM7h7FadYM9{9{m>fOb<<)dD>0Q%r#Fai(57WfWqhqun6UU(4p
z!J!vZ?;{+KVL4m`1F!)`VH<3PKZ6~xXb$;;T`&o?x#a6nO*;>I;oUF<cf)4554OQ>
z*a_c+z3@Hg_zwI0dBhFpK_7hb63W8^uo-syi5tERyWoOLi5p%6OWGMP&;!>&KYSTR
zp?f}Y!}YKOe)2Nnh83_MhM@Di>?dJ4d<X{MQ!oloSwMN{gB`FEcEcsGAND}!W5fl^
z;k-)52@Jv*tb=j59wy*+*aO>P5<U-0zsI<OUibzK!hRToLl#mVUIjbh?XVYq2Re3Z
z+Ghi_8?J@{xEV&_qp%e|2|HlX6~qm<Eh29C3Uq#-c3er^@X$5X3;SRU{^MHu3yuj=
zFI)|K;d<!U!}<7il!N!e09>$`a_}A)hwU%{pMpKG8z$k$t7z{JI37SR48tJY0b_7u
zHTA;hVJAEcd!chF^>)y2&<)o>AKU^%@Ojt_{|wupyN2>`M3`{`XTy@m+1D*6Znz8v
z;KUWw3qvptH^Bsa9ri*;E%iRZyn=2x0s7!F7=mYC&%A<nzz(<zcEdfeAHD^hKg7=s
z)C(_!0k{H2;UO4@izCDfAA^1H(<_PhN$w{@4}2W@;d3woopsa;$G~<Ng<bGo*a!E+
zk{^+;dg_JGz#x35fjq(TFOnyC5O&GuO~ebmQR01y^O9Bc58MNTunWfEt1u3WSCc1L
z0ej#En1t^`&(mDjxsiC`Y#4zzz!n&X?QkFLf<3Sgj#@*!3Gxg*a0?8;QERCe&Vz9n
zf(f_*_Q0($3HQR%A2WY$rhnjs82tkmz-D;kEz}F2hh6Y6?1OK?l4sa&ucKZ#ANt{T
z7=a^hrCvA@Cg3%&2i^*ka5pS{mh%(ng+=Sh7xcgwyb8wQklW~A=z_g)DRk^*eT8m#
zFZ96<7=mxX7I^&a#0@_SyI>vcgBxMVPlywG;4bKg`(OkX-$8je8Meb9?1E3iK6n6@
z>?8ls1K)yvII@}Ya5ij(Rj>oDh28Lbupb_V&gWS7U^!fKC;bKE8)!G|gmL%^Ou$iJ
zB5$yHBYA_9?xNkDoF_sbTnt0-PS_0Jf$ebkCgO%}*axS>lAki3pa;gGA3g&k@Lkvf
zN8U|&crxsQ7sEcd4wgL6ItV>*C-lRYU<CdKw!l#>l!u35H+0@ZyI}=%zCeFLFZ=-v
z!af*-6Yizma3}17ov;tS4NLZO9r4T53w_WJuZI!%I*h~O&EyN70DGVZCgEgQ`ZMwj
zz3|&G2%m&8_&SWkBQOES-$!}qg-IBLr3Yvq^ulpl$TwUKTi_<x4%=ZDjDCgo!gbL3
zBF9Bo4j+R7xF1I05!edfg&lB4EBS)g!hYBSon0J{U^(o70r)PALdRDr568d`=z-nv
za@Y^Q4om-o@d<r!5Qd;@E8_$nf$i{bunRixC*N=kEICN~p$7(`A6^e5@Cn!gUxMvW
z+eUeKD(r((V9862f9QeRpdapp5tx82@OQ8sj`$koVJYl`6|m%G`WbrQUg(DhVFdQT
z7Px6U?S|ij-SRo?hi^gWe{y_zfV{ywU;qw})8Ehs<M1w+fIopf@Xs&_7k!=i^$N##
z=z~!hf=|F^7}`PHa5wCRPr-iJ1D!voepn724^l520i$ptY=u$S0k^_#xEJ=rKR{<U
z^XDPTLoW=#bubDKz&LyhCg6Lp2UdK8xZy%r`U}<x=!H9B5blLB*bU=w)K1DnH|&8^
zU=q%NrLVG{KrdY1M!Vs5*bM&$+u^)#5jSjv{jeK4e@XnX9EKmJ9NZ0?;X&92-+-NP
z^S9||*ak~pV_rZH`~&pE6pX+tcabmnJ(z&6!5&!g2=T&8VCk>8t^>XBS1<zIk1{^s
z4A>4A!7f<*9pZ&&LFXa%A+Q`qVE}G{QP=@n;X&8|hqTjP=!X4pHgx_Pzu%=iycY)G
zVHkyP!&aDr9q==cQ684Tei(($9`Xvy;iB)6FSrgi!yT{<J`Foz@otWLa13<(hH(Vl
zuo3#;-7o|buo)hJZSV-}gh|*7AN@Z0ex3Cmdf@Oq#0?k07!1KUTn7{Id$0!{hDliT
z1M>Y_&KIE<u7g3i1IA!GjKiP71bhwlz|VJ39^L>;4|AM?UicLlgx`fR_&SWk;~%Fy
zJO}o`W|)NSu=IEAr=S-ef<gFC7=uHepgg=BCg6711K)&6IO&Jv?G4V`p%1QsA-DxL
z!ym#nIQB{M23NpdcmS6Cp6h!*qFz`DgYXU*g9#XihhPG}4SV1NPtjk!9LJy=_Cg;#
z?rG|Ub73>Afo<?<*abh8V4T1;(D?_B=dc`(`!W3m?}bq~<Qc{poCZ5!0CvOu(D5eo
z4Z2|x`e4Je%nx`QY=Mu$c6b1G!Pj6P{0A)gBhUHnWt_k|=!Y>Ffm>k<d;zw@_h1(s
z{u9c>Q((yv;(;C*hJJVeM&OKnlouVg!?$4<bUsIUxEPlFiGGJ3_zd*JUKoL=c2XYt
zVIS;)&bKJ98UK#EsZu*`&B)_UDf#%&&Brls`M8w-Z@wX!n)q>Ej2Jn4#OQg)f8xfW
z>$QtczF_>h?lDqQY<&EG*||K&CLc^6F>*uE%ufzkjw9ZR9^(Iv=qJLAeyOE5iw*h+
zRiA6=ZG2vdK2_D%T6!m+H=yfnN!NdwrT3zX|8Z*hkfl3lZyox{s(yu~yU|ym&sX&#
zBS2}N{5$TZ1%5q)A1~fKahg`F=FyG5xiOhKcL>L~K+KoP!Mv8@I~>LCAyg$ce*XW!
znq+D|iEtzoyE%6h7f&Cd2PAe;{{NE=$<(ihVb_0)<xlJm4%6)<t{&nZoRq&^;wQoX
z1Dlij^-)L9x@<px`C6vFUhK-o52ThAQQzhFSa!3hFIbeZE1|w+9@Flt_IBmiwM`gE
zO@NMH<=DB8%fuh2zDLg<NUf#*OwNj;nfemw#S;foUsH8rD*Cc+BA@ExxQ%*7l81++
zz7Lf8Bwt^#>MJScJcoX^8;2hB)#!88`igv+cuI)pA@m5k<M?~C@>I0ch)MEZj$Los
z?o;-5LF~%P2U1JL-$^-kR~i1KpF4?bDRvk0+RD?6OkBO_ccHVrwsgtUUc-lcEPhHH
z?1#UQf4qq9K_6?QOS>e0F7zq9cATNa+ho<Fw;#KS*nL~<&Q$CqrmtJ=ic{bBu*=sj
zS!-hWc@=%4^y`I+pSkxGw>a+jSn(L6Z!y)|*N4AXC+GL4xBp|z7j(OIz=QrC`f_oY
zUT4gXmGXY{Y3B{3&QkRiR(m4o^9$%L=s|S5@z;(%4_(#?tNx4i3Z(un^wsF2RQ+<R
z{yy{wx?TH9Sf7@m+qKVw{usJl`~2vM0(u1f0J>fKTF{?Fw`*TJdN2BwYWs>Rt@fjr
zPO)!aANr^QddbIGC(uJ#{;M+nJ?H^+yW^N2eKz{(YWXEr{v+sq^f9W=n3t(6{nvs%
zAN{kcuFUgxv%KALtP6b+<?Z^n4}C#y{nuIXm2kkWM7Qf75BfCp;c9%dtnz;J@#tl$
zUSsJI^hxMmRlm{FThOKb6IJ~NOK(SCjBXcS7rNxvPVYmnKtDnC@3;Jya6CN|-7bF~
z^wSIY_oF+}?Z$5eUGir)K3dRcp_i-i)m!nkqhEtAV<j{Hue9_obm@QF_M`g>=p}Tl
z^iRI>vTjTMT<9msdb>bbZ!gyOF`tmtR$>d_=lJsnQs=30Hd=8;(Z{0O<+&Bzg+5Cy
zUo=g3ApSehXQSKYxf{K)fd78<NCE%OPjG%?<6rVnj{Xe#DdZv34@M4-Pakn4&LDPs
zDh5*3yw2Da1vBl4q4%Q`j-@N}DUSX+y4`w{K!4drmpJ1%-iLlUuN@6af5~yyIBe+q
zBS#5+i(OVe#m3k|NObz~(}Uf}3+&_dqrZ=zQ>8%q_;|I|?-BI((92X^Ssz-^HT;iL
zb#tHY;j;+s9ghA6uN_gPJ(t{De2=5$V|NTGdc~;Ch_?rS3GDNYXX&3L`lIL<sP(P3
z;w}9o*YDA1s`@%h_oBaLQ(p2PL?7a1|H?iklMnJ*Twk0HQ_pKNc2{1M|NKe(w4sO4
z_o;D6|2&y-qx<Q?ZV<cAsCEG>-ahnyqT9{O5)w6HntlIz(BGr{B-Q^)%fBCeIOXlu
zuL%07=yvnI1${Jn*6~p}KDDEtTp+$KbO*X!e0}Jn(Cy+YIiBMex?Ox8bT_(Pe17z?
z=p)tqTw>)Xf-d#v8{aY>ThLtv>TgGv_D@&+$1ML{=w5W1X^l7KJh~5E+L!P6BjZf+
zHxc~{ymquI^Q*zAL)=Q7<uq_Ac6RGh0A2jtBL&jyK+#6siIk6`??AW9b1V8b^fT1*
z%K1|V`h(~<sJg!X78#p0K9_oWuzLeLyY(iC{ua7jJ4)Fo^q|YylWB)?UBiohq(J!~
z`XO|?{)nOPN4HyF;^=+oE7jvn@e2JABkfC|SIn@FzX#oeex@4#GHbjf(Wey9OG(U3
zbi01?qEEG{Utj;wC!$YM<2R0zW7XqiGj<g-?dMe+x)<FpkDch_(d~{qz364=cE?%A
zr}+Dp0`<GmodxRmp%)dXKZLFosJ|KgE%KCaUP?c=p}&J}7k?-Ep#tT5(SM76mO2iU
z^HPVCafWV}UpKn=AFq}V8{<g&*@xbXeysTz!R`$5U^kvx(8r+Lt&i>Ko&tI9LYHws
zbFKM0-x}|I=$}PrI9R%J9kS%p>|4<<Qgx2At8gLx;6a~&Zr2Zf^w9<M2)c|DyW?*Q
z`pM{a`DsU&acDQryU+`b<36+eC2ISMX6p%(HBRz34gU#VJGLq7zj-~SXx)U7=|h3!
z!^?$+t^)A}(Vs`R%U2A2H@f)Btgp)XOdP!(-ELea(6^)8<)a6E8@gRSljvK}X|`3r
za^1M}B%b>~KS$Lg)_C%wi+{WLf@XQU`eW$p3&a;kzX{!^)_<#2e*!&z%0TKuRbON2
zJ?K9|r`xUeEwJ<?`UMXRrnoF(>C-K}bTso3-LAYB{Umg|`5Hub70_eo<I(N*t8sKU
zI)^DMKIMEpfj$b|F26nKBhl^pH;L{jpqCQZd)o(X``3&9Ci>ZGeAip~3!?v{fF47a
z`p;F%*IDJ`=%dk>s(O*JA(lClK)(k4^QyksD&K>C9lGuQ2Yng(1hssvRlbzOM$yNr
zdbOo{(QhhHK8U`tK=~N@z3B5)|3$_Lu(U6Z{$zpj3G`>sug@xP9GIkh5Bkt}{`lp%
zCHY&z{%U~ziDQ?t-pM)I-;EuL_;H`YeLaqEc6s)p%RXvbRvcf^6D8$C=)2MF){$oP
z4YY%BtZ}ZKx3!_)T0rkaza9T}^RO4a1>MfSgCI8)DDOu9GJ3xA4#}ef|I)q+$>Y;G
zd7NnEQS3a}?PEQ=NbG)-WA_EiE`Z%3ANdlyRF2&lmR$_H-dO{wy%NKxzHHrZG0p`#
zqywa0$zN<X_hpK(J6*ApeqLIn_mkLlVYheAK<YXcM8~uoyM=O>&OHC&0`0r=`CbRg
zWR6=!#(_inJAgj^vVqj&#GlcNck6+R9!1}~V8C|VwxSQeobSuPHdDUn+nM@1(6^#X
zelmKoNB1x7Xr+>GR}Q3p&TGeg+3hI$neIl<O9H#fg#)Q~#qOIqc72AO#Ovk&>k15{
z!o1GZS7cn+7Tt%w41Hsken%$W5c)y%R93w2XY$dE{@9}Y*U6+kA=>*6dZqNs6H1)M
z{nMH0`=>3~oqXLu>MPRECvCRIgWTuaVD+=)Z$lN|M<e5FvSKIKRNlAp(}Ug8B?GAs
z#NS-SPW-)X`EwBe<Qmi8t%_ZaKM!^%hWH*6@wY{>6MrvQ{sP!Nvuq%Bw#4_Jik*zt
z)0Od$-Sf+_<NA{0NUoi6jY%K>*d4rnAa%afd-8o&Uc}$oR=r)=9ggsQCsMC3$L^3(
zuk?4hi*@z>!Myt}sn2;D^R3PpzmA%0KSevOaTUXlRzHxs16bqAxWFd$#9j0~`b<?<
zuD>PFH=@%`R(a)qNe}u4^tq~T-mew^N%Y<5uVv{!*8`Mx^w5qK4SZh~uN|v$+Of}S
zhwpRT`{ety@~yw($L(UDf<7quZ&v(BzyH<9zr@pmpMzh`pI6b_(YtJPsi%c{+MBp;
zF8%k4QjhfW1=hIf!0teFAa#Y<y{XtqJaa5N$=`dc22z{E?)@CQTdeWm8^b>2M!r{w
z7&856UWt*oL+FcbbSWeGTZ(>_)H7mB_V}D{#S_79%Nq8xGTtZV*nPqp@2%Lazj+|F
zoAufe%&~iTsNQjU{}b2HX8U!#^z)qKpua@FW!hDIK<_Xq??spIqq5t71kopd$$lM=
zq3=VtTgQXM*Uk4+>Fe{s>~<6>>vJc5cHU*bKKG&@LAP6<9dyD1zVB*oRy%!}cDm7T
zYRSJoOCEga2^(Gd*G>I{=ylwGbo@?fhp~QFeViT<J3n^5R&)Kn<}21Xka4N3-%;##
zZ#CE3wTfNNdK<^C<^F-xX4>UwQS8Lu9mc$qdL@7TUo-vvP_fJL*N5H9+Xqs=FUH>i
z#ZLUaYK=c9PFwiiE`9wT)@rpw=Ap8Fd$DVM&|JS=xptPn5O(pM=K5WkW2da&E!aKQ
zX0G3{96M$G?&m_&&im}w87CY5hir7J(E9n$_=nB){ekRy)b%}xpU1GfgEE=<Q)I30
zG4vC^ZNI+9(I=zZt?vo+a&)`(y$5|Uy50JoAP=MXzBGM(|87n@_8IHDw6_<#r?Au4
z?}TC}{jRLvelA#V*leHI2zs-PF7^0{cfohe^?UeNv&W6Hen+vZYd6>LQx!XjM_Iom
zfAQ~{>-VG_J7xWLlrcXavtPg6=x=@5{yKmU{V@9ctbR6bJV?9Tw0i{YZsfINwi1WT
zFY`L2-hS+^!tOD#tIV-$vyQhN)b~1e`L0WdpH}=-(w^JIPbkNa^1MM3KkeAroqv{c
zKz|jTG+N`g+8P&0>ghrMrX07TN<GFk?)&A)rMI7YuG~G4deMR1M#WCngP%Bbhq8{g
zP+uwS;<VMO&wLJ1{6z3`sDtZ=vYrjyYK;%+_wmMhCVsl{^VSpg`w_`sKl)5r$Ievz
zNId6T>rM}LBcB>beO>HYbL_ri**U21&L0n?o|Zfey+1py$E@SG2fNYF4y0ZsM#osi
zPR2o()xWLd+1Fyn;m^v0av!h*eLuS7B(tt4`;Bh&E_AlDmag1~?ngg>o-famKPNX#
zIt%FK=+B_ntNx3O3qMjmfIecc{e9&q`gn9;#b@4^kv0X0Z!-F+lFtjX^Hl7#@|nPa
z=O;PW-6fai7!~*8uMK|<*tPQ7u^`)D(IzYJC0qpV!ETBaOy9RNpWTyodC>cF>nkz>
z7u}COZJ&K!Bj^?AET@)#<@u-<v;1^bSMG1Nqc5dA!^kRcJ|7_UccDiL)Zd4`tU&!;
z<WtJW@#Uz_&XeALZlD}Nw~Nn@KKwcR_#)_wTJm3SlYa6O-{0}SU+QnluD|FRqo2es
zirrVJ=V2Ki8x%WP2fk*E4~bX4@A-tE8qber`ct`nm_%QQZZ{9)`>QWS&v*QlIFiIM
z&-CwjM2SPjpmH7-!cQ}H^C)A*VO{5IMt=-F-#RPpXhZKnx0}zM=zGv7s{WPd#(L5B
z+33=aPV(>y`a)hi9#`6-ujAs>m`8os4W#XUlHX3^mGAE^d*1%KyL_+rspy1d<-@%0
zD)9smJm}k`fB!?NNBZ|}tA7*tiN9dKPWGVhKo6?*6d5;IB+exIA@qG&`j0cmqf!zY
z+iyG%km)z`29T8ZqHjUJIIH}OO!*-CQ|QxF{bp;uiJ>1t&o`eX4?*JVMVIIA9e-Ey
zAjhebt#z;&yTd;lNNHj>benbjk#YF0RbL<VJ$azO^M72ReYAis-)kO6x4WO<N8gN|
zZ$3$T<onb&q5qWEj?XG_8rLg-B#}y9Tk%u&qWyC!9q3+kV2z)M)y{5&`RI1{75dSa
z7SNrOc#gP0{pIMJ(C4f5D}N6WKz|ZF-}O<+LlnIaJ!@P_Um1_`idQ`kaqL`O_J8-0
zK%a`9ubnJSTAX%PqF*ZerL&cMr=JhM$k;Qb>np)g!$JGwwg<g)gZ=)@j~=1?2jVb&
z{FHY6)##gaJyGnYy_A34>-~>D4}FK~r^xtw4ADE#_oJ`Q(!Z!zB6>IasW02FKmF)V
z^o3dFjT`0CKi%YY4*GV<n@`D`%)8CjKGR#y{C>s$`I;d5z5;p-{Q!Et{eV9IiSuRj
zI*H@zoH#;O9P)kqqkfS;4)G)3`+q9>ak4(tDSlW_i~6m3Q}P9_cVV|aD=)@^C4Tzw
zbJeRnUoZRNJG1>153}~ePU4yUtAW%|vHM|;-3Lb8;!pB7wr3zUOzeukX02PY&L=Iq
z5Oza<%lBGK9xltVtGDc0unYcfAa%dk-IZgv$;wwh?d<w}{&h;mk8?8nZyR0W?x&u;
z=<-~W<GGxAmRRd@DfJBb1N&sL`%RABQp?VV-TXIs&Pwe5nPYdFWf#G&@{gSNO1@6m
zZsp53-<m5uppSpzU;mbI|06RGiw<VyM?ZS`pZPl_+G6R|8Qpmv*SpZ|)^W*S6#df@
z?`cXL(r-hpcuT2gY2QF<jr7NPId(T#{n1Q)8*a~kpIP!9!cP=^C9fUJ6+g1J)L7$J
ze%IkC?AY#G?NXl8X~)mJx7jyJJU1$SB<`<S<ER_E{qGE<o|pRCv+auXqm;29N@BO{
zuUtRT$3eDT@v~MQ+{88f@20=sW!t6wNx!vl;;{?6CA_x!<yyUgl7|R>j-Vfq_}|O+
zQ~YBq{#NWZy~}x~*q!x&HBO|RKeO_lq`oQt;<|HIeG4<=p!9r>2k4(y^~FZMC7vYp
zMA6@p_Akw;=Ql?CrCsuS7?VG+UvHbyuSc&}>yf@S`%XR<KkeA<!R`Xp&U{{3;^{&^
zh<>H2iy!kDC;3?X$nS3qV#jvG%Cos&7C+tOWkhly^(9_A)+_B2U$<D}O@6nd4!i5H
zv--=}_)9(VdmioR3$k?Mfmo?0hTel-r|MFNc}^!Ei=E_e%mBwr$@Avyc#6&SLF((m
zpL;O>epLMQq5ILRc%6w?>NBsg$j5s7sjnHkuStCmD)q_uX|ej%OGmt$%K!H);-{4Q
zPSgfdUy^aSFUQYK);N^kD`_kmOi`^BSJcY0{EkTrx?R7^@0;vGFVyc6Pdo9vhTUF?
z=Z&0reqhDp^fK;0Hkg{J#-rSKD@SidKS|Ziy_@ty0KKJv9z}0Pe^xDD^i*cvwW7O+
z45psT(v1^f@!x^IAN{LY`sPgeZuF@ix7Yj8JJ3mom2Y{-kGJCAc_H%%o#oBajqR1L
zm!tO<C?7x{M7PUN6#d--dMo<dHoEj<2l|`nooamPXY`)1+R=mE?L+w<T-DCJ{waQv
z=sVCaRdtyUGYuc|vE;)&m3=RE`No6zap30&dXKy=iCgQf_%i<@L;OVW6Caj;|15e7
z`qlz^JNjny6S2+AU*-ADF7(@NbcwT_IHTw*c<pfI#A&YU5{LZ0P6u{&<EtEf{BV0c
zfc_AA1Yemri;M@y#eWpNuYlf)KIIdGdDmwt-+?{{oo%}1-~2laX{Y>t&^735dF_~(
z(@yj6$;2*!T|0KoV&~1VyU7>>V%Lk^&=T@4>*1ViJ9WQPLR^2t?x(W8T$y9{w6(rO
zr_qnc58B=rYDMoyKY_Y4`SV-jx&!@9bUEM8=tUps29lp{^yf$7U)77(=?k~${pjOQ
z98CR+*H-!NOnK*Y#_3wVk6G0(w(2iOe~$7#Rac(N450rJJzxJzKFg<R+PR+^G@gUH
zJtt4fb5KF-<~avbFHy#EU$$M*Ppx?5cb5K&UA}#vv{!zA=>v3bS6J;`YLu6FI;Zhm
z@}~z=hmND3hqCJ_e%U(S$xp|3jLN@mik}kdIf%ZR*N*RH`zbQ7Psn+><gfIk!PKuE
z*gdV-`OUxEK49Dv!Bk&=<oBRnIAt*PUHKq=UR|_HZ-Dq~#$TXxF!kAw;qU!C{z^V(
zG}iPdzb7^0bNR2sO1_*dbPLe!u1A)mZ@kg|{*x2`^7}HfpL3l5_3ZV~+|x-tG5oB<
z&Tc)6qc;@L6X;6|=soBG^joOQ%A4_ku=H1gIQO7GBK<HcJI>+<jXn^&UhK-p4yK;s
zwPQ!NUD0l99Qu9CJM6xXomF4EZXkX<#B<ddgQ<-}@UvU-Bm1hGjpyscE`Z&WXAP!q
zF2>HcBP)N!Uo_6MC4UL(D>-LSzYd<MulO68dESG*Wm5k8l2Sg2z88HnuQTO~?$+ZK
zy>u3TzjE%N{`XKB-Ms!OaVCj#Hu~3j?O2~3XOZ#vr#^l|_(@=Q6LuLtMaG6h{P>7t
zR5|-HnSb{wevI?l4r!3sMX-D93$#b<zNOf4oGtcQ^HhHSp?mUR-hH|F>A=s4=MAR5
z!E470*?x-dxB9bmHpgV_evO?K_p6!yl>E(^V)o~+6hArr=_a0CQwLKINPn(;FuOnR
zv--1z`buZm_h&o$&Y3y;m7+PB{^~-18QrVKOKuvmkpApL??cbpCoA6{P{M_5w=e(m
z?2<PR`ULd*a{L#4$;g>}EOt)n*@oQ<(oc^l?KS%I>2!a3v70h`Fg052eyrF@e~z&F
zvyFPoF1GK_X8bHe*UwiD<@ous<);rnugw`uy{X1u^t()dO8$1t<+wG3cv6ZV<2jw{
z($87S?}EH>*<k842X=Qol--}7Hr5TvcW@5Z_ZJSPcG14f_$mIT9+2oU^rcq}>VKb{
z(Tj`&z2q^D-in@eol^Fc#-jyT7{`ZB?Dk@3*RQ?k@1fh>XK>8r__yfT{VMs3VE0Su
zub(RIHv08NX_(&s)K_}dU~0P9{YtTuem&3Xj~Mk%zIrfqwKODiTnp&^A^C};H=ut`
z)r~(N*VmN<dLw$i`$$s02Yo&IShak$F;+!SqHicrzLXnwtp&<^(YH3(9|ueEe-q_z
zqb|n>*?A~Zp2KLyPd9cz$-}Hn9@-EFZQ{_6|J38SW-#?-SzkW!4Qo6a{c=OmgptLg
zjkN3Yvjh8@>jqPQDZ>70#a{a755_)K`cd*Xe#xNmyu~Amovd%l^A^5KxUap`etfx!
z--rGMsjo}%BlVqW)hECIczI|rb-aulZKu@^sjtXrfW#HWZc5lV&N@abb}~1<ZS=1`
zf3Pd5H_qD}6BIl1Twc;G<G|r(eZlTz`5-+G&1)i}%kM>wK_8*&<{T8=hdvTL-}NNX
zL+Gvo{+rQHMrV3i^%u>s`X7Bd`su1}J~trkl;69Yjm~9h%~7GW(>&LaViJe^9#Lh1
zIOO*({RMOny3}Kr2S0i_x?LV3=sxtU>wL;{BQ5By=;I{dbU&Ea!X*B7^d0EyRlUf#
zKOuS-`XIVpKlY)&hklk?-hBQ_%9qUNdOh>mPWPaH3cXA%uUvojqnDyDRdwZgg9!R!
z^nB-a(vN=PTYxU{I~FMYm~(wjet&cZc5J^iM?kU58P`43cO7;k)OeI}n?(1c-=ONs
z^DOeaq}$ARGW}u3BJn1PV+(pj;<!qQL*}7!e&wc~SFzK_XHc=r8K3fdr*B|qH$K|Y
zCw<X=d~~6E(bs3S#~L4f=y7zr{w?7`?V|;B5Bd+$ZTla6FS>32qZc(6=zrqtr@Y?(
zOO!n2_CI!SVyE|iNU_W9f9gAq`fU3j{T=++_W$MNlk#@+$%{U@fd3%6yMP`;m)})n
znYQM8k#*dQoAqCtr7y~?iwX2K1>);LZ?w^6{3d9B1f9$Mnq!5MNAsC4saDnncO`o@
z?CkRBL%$w<q7+E4Tgvk{A@rNj?e-z^`?>4UU21vbwvS$ao2gGzbz@lTdMElrl(*}r
zUi9tgW7P7>^MnpIm~nKw_PNnF70`X?(htK`|3)|J@rBTrqMxej%JYcL=u6POs;=yh
z+R!EccJr<iy&0WmTKP9``ba<bqCbJo;m^`#jWQ0g@~IwYNr3%2c6P@f5Bl%X?egSD
z|4($gevscaezAbwg8ow*UE0x(z85`fzbx%A{`4->j&AJ!X5&Z3b3b|?`lqEtdb}<$
z_D!NYuV5WU|E#Jj&$E@IA4We@)y?NOrF;Ng{M+eK^!L#1#$zk``vvq4^d!1neBJ2(
zLbvOue)K=0vpiVsH_yBD_AlZ&-6s3;<>*7uFUcxDJF_kY(9c1)8?RCH3Us@1(u!V=
zo^QV=@pTj^FXKe=C*}2ZEn>f}>A!=Gon4+vIiZ|{Zg*bkMW`)MK8SuLx?P@Q=o<@^
zkE5?HP(Fb!zq4zX#~$>Z=yrKbqJO)9UdoN}+c@u<uJ*I?JgyggCwfTL&9C5*ehQ+$
ziO%I8Wt>^x;}%2z1m|tbvUKAFRm#WFJ;XO&)s^d~3G~T@+K)c5fSyDjk1lm()`2Un
zb)b}mW-PkhJoci?_^_LYLG(iP$IzvIyZ(ur<?ZwY`WGl~H-3B2-RM))_9@SEC(*qH
z>My;9eKxw?I^{+86(}D>pNIY#wSMFBhJL(>ndQ$>b@M)f-v8)}Z2WsD6C?hh=yJZ?
zpv?31^L;0oC;iy!#}Di)qsDx3+^*Q?>@S^cxO~`6#cyU@aGWVFxBN+bUhJ+}Wk3Id
z=mB)Q{Ke20q1%nGIQmlbeETYCkL0h>tlzQ0zCCT&g|O52%bOHCWxp)`y0BZH_IIyh
zmy@4<vtHfb7R65SC;15m`F$q**^SQ_dJH{Z`=opvy`_MjK#v#j--EuXK=~y4c67V(
zS9%@4dxh>L7Ihq?uP1xa_oJVn>c-_ueS8Pee}rz^e)L`FH>l;6^UpYXKe}Ch66lWA
z_VM?ie;VB`{v`S&beCGcvhOZkZ0L6F^P+#A^2e*?=UMA#5dB1SyY(xEJ{sL_zZpmW
z9J*cn3G}JxcJcR^x?TK9^of+WJHC}xaXqd;{a*AsbeTJu@uB=3QV_in-M0VHm!RAB
zKl*nH)Sp1#k8an#9`vWsFHqw%pBF3Tvn2Yf=q^=P`+td{+r{ri@1(q)9z@@ReyZwU
zIq!*~??%t+U*)_fj^2fCw~tJqcca^#_w=9-;XduL&U+ly9EY*98;5T6bJ6YE=|le<
z`pFvq(&rQAnkjh>p`TJfZ$|&LjV@!W4Sgg!hcC;2p7WkA>}J^bkvRI$y*9eO{x4xa
zh0f&_&9PNk*Ne<a&FA8$e5w3BzkNOe=zjEk`ILIfiDMBum(MiEcBLL^llknC)Dy=~
z47+^mpZJO4rzP#@VS7Kl`1w9|=TRopKeCAPR{S_>m`CV)R9#{*9x;$l^>%x(t6Y=6
zT@tS!J%}EZ0_ky}{Jl*CeH(hd_DJ~_^j+w7<E$NhD>~Z(#lLYqNcKZ5wDT48D6buR
zlzgP04KvSCrMR>^f&Hkp#&a-^y^6iG{UvK1cZYcX0=oyLV5VK$b%S*NX5TcJ`Wv$2
zaE_lNmY)cIM&6u%zUu8qpMie9T95J^WIK8gJ!?J}84u=2`7ZR0=wsCK=5-!7pY@?{
zLg%n&wL{u!Jn}1_>iz5tbDaS@yZKy>{*;X_^*E`g1APgv9ojdo`#44B;%e3t!%rV}
zcKsbkKZKrd9!Yx>=)XtLx4)M-;>3|e|4b2aIFvYObMf)UeJAnb-~{aLTk^M8{Pg1I
z2)aIBJ=uQL`Rd2dh;@UuzaJ1mUxaRV{ka7_R6uV>Z$!7tR~Pycbi47<hu(tDX|L7)
z=KX(ZXUTGoXXwXT2g<RVf2(~Q0dz0A-8?NPjy34|Je{KC(`KHAuuowBD`Ir`6#JZc
z+C{x9*W1ri$zLD3K2JkAew2CYT*39i+wA9QIr<TFyF3TbowwW1!zlVF^kdD#ICg&Q
z?B-zteYTA*{TU}8)6kbl-kO#6=FCG!E&YL=-MDh2FGIJRhd%Urbh~-zCeDrM`aImI
z#G%YXiPw+aP0fS)_a-}bXWJFsVXdPb)c0HL?BeZ4|BnKCKY9Xv7Ij+dxpiH}c|F%Z
z(GO(lKh*<}^`acT<xczSCIR$~=yv@UMZdj(-ijVWXW3EWGd9*ze+T+r^b=KGc@DT6
zeGj@_e)`cLLcc^UUu0arlzx!>b)i4UYez>;KbU|2B5`=xxUbk?KQ4mkUqrWyBZgju
zZkMMx`qc&W1p2}PdJp>i0(ugC4!Yfbq%^|wdgylXd(meX@E=5<RzQ!TR}|3W=;i32
zRr^V~4xd1ugl>0!(SttG#=rEl<ZnFs<;T&_&nx|GJU22+uJ%YjyH|1@=S%ke<U^m2
zZZ}>-=v&b3#%nWrvyCoswxO>^XV_ZvA$_bcp9d1VF6^Gfu35Fy+frma^vUPao__3{
z8+q<bwKMlXqC4w27NU<+b>%sPa`aK?`SLDtI8Fce@Y?aZl2<uiDeG7aKR4m0RjtST
z@h<TbM}HgLuj=9>=e|`Zb|>C7m}*h&%!l&CkK}J1x;~%Z$caap&n5Ldhq7rf@82s)
zUOedY(6jcJ#3MsebU(Tu-7aqt^efOusBxOlBS@Tn+Tlaje_y3viPIR5ncr9Gz)$(z
z_T#Y|eFAz`oXY*qe)NgxW7Rl}%kIYhw}JCO^wU*cdETa<IKAliqdS~!*8W!d<{s-f
z6~s?FcIB!c^O*<9R}6hGx?R5F=m*emQ_B|_Hz1^Z0^P&+Y1plwJ?LX?bjf#uJh;#=
z<F#X=(vF<-UH2DRC$Y=dZxV+OeKNXTJ3{EwY~qme&FB?2y2Kfx9p&hHoaOd$cHt+8
zon4%L==0F+;w)+8cv7Ie2Ym**U4Qt|+t8&=nSF(FKP7_xPyzof==T=z-;VxHf%0AG
zucO=T!`f;8yXb$E^?r(yN5*Zj^7op~CicJg+P9+|eGj@_o&)F)6(}D?j~6K4ioOZ`
z95s*1eUT2c{6tk(p10^mZ>PLh)oG(#@{sY=L7w)b`*`hGqU6E+8x|=heOSr~N-uVH
z`Ap&`iLU?sYe?}U`8;ggD-k~-{5-SSKA+9#Podl8vkiS$0lgD_E4tk}(2KsgfbLjD
zz6<DXbot&kJO4iPb?A2e5kkKg-L8Gj=&=I++t61R&^yr^3h2G)*Q49*qa3T*#}+8>
zMqi4a?|2~n>odz=&g;y)SDxc`Q~!3#%X8q4mYi|2!x|?o_&Iq?{yfRJjo@b}`fqvd
zXwUXj^b6~_(~Y0K*xAL?fuFyje^25`Wcw-pmK9IwjheQ$HUD)(X}1@BGrHYzHi*6j
z-LBtb=<Crr3@LfDzDF#M{!)SR3G`>s@60N{UQdL?*Msi<>Y(lKk0sHUp`WdmH>%ep
z-=%99cj(7DPxoQ>9qdM`evCi!*4L2`dK~@Bs&0Pqn8ewP{)w%|@y!}P#x-Y&qYb?R
zUA|vDqstm&ez&-|6+d0r`R})X{;&`IUi1^BK>9kSa=)%*E#I?_Zr2VEdIS1}YI$>K
zE%p1+#lPJ;5kcRGUapo`_Cqb`adf+R){g!S^eJk2^M1bMsSEun^q;9Zc`AC=m>cr3
z#MzHsaGU+_4mfY3o#^MOew6Fw<>+5R52(7-W8Egu>j`4_1MKYD6GMLzJ>NW)IOFJV
zp`WbQW8PPh_Qq&OFS<UDd+g_NFMcBY4#O<fPmy)K!*Mh76g}%a!@RC6^|;ZWK|e(u
zf5x6X>-YZr*zI}1e!fM}`_b*@TMN2_-zzxQeCxoj0=r3Sd(6N8mArMM`_b*jaX-2j
z-EKZQW6Wpt%T)hn=Sn`x(GQ^?Yd!|C>-)NW95M7Bbi4T!M}HqZU;md9M*_Vc-EKbh
zpby<)KmL;FpG3EtPo=kT{(ye0`Q*cHKX&J;`BHwzBZS_AZa1Hr(f^KqtohWA-DwZn
zx2Fr;jeepUhjLx44}DYty<{EvDxiDN-zQEx|9<p7bi3nS1pN^DOf^39nGxyF7W6@M
z`Cg&S`mFrkSv$J_q5SpBxNM<)Q_+XXaXqQ52gWs!0a*p5o__qezG44dlJi#fA?VfE
zX5vtOx3e5Qh(27^mFIl}=(Ex7@)Sj%Vxvnt0>n2SUDid%@NZ?GUn_ryp1@B4yM<~T
zMaK7dNjrPcH=<vgrCZOBC(%36<vNYk&W)M<L+N^+<J>uD|ND37Q_=0tCxhs7(Czj|
zG4y%ppV9c2J{~L2hsDu-=(h78UFx^%rylfM(e2_(qHjdE8?U9evHvNcd(lJaET>ld
zMaBablK&w3Ui5t9K>FFcp5q1jwa3xVBeVOt_;PC>+J>JuznR~U)YFOnS^>Qm{XhZT
zaXV`%x?P^#=uZ?V??c~JpnM2@XMys~=&k5>^QjGeU4inQ=nXcy<XQ5!6kVTB6SMPd
z9_ICRq2vzM5bW&6iwAwHjV|^0(H}%_<aK5|r?1nR*H6VRirt^EyGpe))+lo~YV6bE
z*qz*FKR*)aPIS9|>p>rZZa2P@=t<(3tHx2}v*v#@$3Mz%Jx*y)@qPNhlyT=pkAKVl
zeti)A3G{sHi{v4O?tYl>DJfR`%f3G6_i@{>Tm4A>@h^UwX~zn5ecdlt`Zs6Y@59gB
zNA1_M5>BKRp=TY3mEZO8pl?FYH%>joQG)*{`Ww7<_>?$oexEpozp>xRACI&vjy?%}
zAFngxN%q-KX7A@avFpO_Le)+=FX=`96Z&bY{=eCK_c)!Z_J4fs`@Yv0Gh>V~j!Bv%
z=g@?to^c43N<H%EPKA&pN|Q%Y4UJ>t*d*tKoN_)VNk~YNbCQrGNkWnwe($xf_hQd(
zw!W|L@B90{et&%S>t(Kczu(uo*0rv6UVGoSsMs*|80m-Sx!{A^Nm=ka!3T}g4Z&{#
zAGrPj|2_EX-uyl1Sy|vugRkP{J6`c`3V3H$@H#CE<tqtZ&Y?VUH*Lvt4s{H6_RbED
zQ$l~NZ@>rjr^?_@gAZD7HU%F$CwP6<8GIu6pnA#%Um1K*{<FZB10R(CCh&ExlK(OA
z{{mmz8)xtS5%FmW-i>2+a2(SHAl~zW?W7=|8sOb?)<r%$o^#e-u=CseU_0Z$$1V8h
z_4iun&4OM~`#S`F75H-Aa<`H8W%^lUAbz(5e6D_<$9}dl^iD$WMz0+{7cu>)DfqMC
z&F9Pg)qDO8{xtZYewGdXAo!sAnFanF_zhnB#!t`w-jruM^u{jy=klC~-e=GYDo?3F
z7+1jOHQu@7Klml!^V-)Kz7_b*;Dg$8FYxQZ-{vik=Y6kn;17VW<mLGen<-~6_<s!i
z^Y|Ruo4cLy=eFE)tSQi|xro1Wb;PIV`JJnTH*gLBy=LD0Onl|l0E4>ggf!?ahu%|O
zJ$~WWl)E{2XK`>nXMq0|=||*BFAvU4`W*0Wu9AKc_y@q7^~~jV=K22CcJP^3Nq-uA
zm#d^t!GqL^;DhQd4g47JdDWY#mlW7v1m3L|H8uDC<*6(Et}gU0LN5zxA_+b{PrXb*
ze$gd3@9?fe<oqSq|0BH#dhM3_ewPdNXG|Htj)5Nlel$K`j+?39q2iN)UH`FQIS0Me
zP;R|&ad~IX=(+75dZ#}KJ~t|b{K_oH?{2~GNZH)w3txL>eV+w8*L|4xd5g(s3i$iM
z2i3<~@J+zS8OQ8C%CjFm1il9NDqh|*zea{&UH~7|kIRB@0sdZZdUlG+z#_2U2YiP4
z+|W}_yY}_GcWTO$0ekD9pX#;ec|M&3em(e#Uf%P)uSMXuf)5(Ewu9dVK4`sh8vK!~
zq))-Y*m3Yd@lFG8(&yFwP5GLG53R_%K1};cL;lB*-t8aFJn=GZ(bGR#L9Zt4xc#G*
zPmle><hK_2jeuUzy5JD_so;ak6B&m74nC+p%7UK+KIlBLA$XI21#f+M_B-vsk2CiF
zp+99qZ{*6n`;#f>Ebyzr=jEq~Yc|Tc7QEZvGIGbu+uu&Z&YF*d`&-Iz%=6%b;*|#e
z82F(6)*Sp!@In181N`^kgZf(z_;cWc`dbG4FSm;QEyq*Nfc|y}_Bug7ueh1GMlca|
z1|QVl%7X6>KB&Jn1phMl>fZYItnb@_&%R3fEbzm@o3Z5b_{Dx;{F?%P0{Fbzm)riq
zPX}Mgo8Gfdn1b>z0zU_QWTGctvOk<;Mt@@`;Z3ZcKMAh)%HY$$*YoD%`95q@@GZb6
zdU?<9jdTXz5PWGb@A*DVHu(DB^NO=+-<?s;Cg5+y=g2BgIry7&#;hsFcKVT*9mAgn
z|L9fxOv%AM8T^CBpq)=V>x(q-J;4X{kLKVrz$bgtd(NRVz<0Px{yE^AU&a0+@b`lc
zs)z01yMn*Po4@Bg{xtYL;Dh3m@)p(!;9Ggqd%nk!27WF0pz<{bzvL=>2KedVgW5?B
z_>tiA^3Sw`4ER3|{H^#LSsUCA_QK9g=#}u6!*jlR9{gnRLG@T_q*CL-*Yu|M{0?$m
z@C(5Q_4`)fO`L+t*$eyv@PoYeLw()Fm?`Ht@TFGc|2N0_>2f=~e3lX}Y*tXFJ+Fmc
z@ioEU6FUUH4EP{FB5z|~4!(ic56^Rnvfyig&+EB_@iPMZnQJ+|toPK1Z+z(tJ29UI
z$2%Lm0w2__W`RG6d~Wjk*;dxB#*a<l{{;Vxmlq%8<!Rt<|A$`PtN4*J3hR!m@M++y
zfxp(9k9i4__M3yR0zPOy$pBvqd{Dc|0pA3C(0sKB{5{}nd-LZxhAH26@NK~dwd>R1
zTY(Rnzf-V5XaqiJ{!Rn`Z}7Fe`Sba>$-g=HPFKl41AM!y<evln{;TA_2>heqgWB_U
z@OOjHD?X;3oCa^=v%%}XS$lfU5llHsjX~R97d(#E1z#L|(78%0@TI{w_vhn#Paq3=
z_dqYN@y_@$1^ffx^D2+w*Mjc|KCk(}tSP3Tyo11J;B(}Nr+)^lmr};!+yeSR?Jo`d
z7VtssyE*th;DgGO0scGif$bmsiGcK`JQ*nO8Srj-PXBXx4#8fX&w~AljKls9d{BET
z3%&~YlF0k=IPCd;YeVqm!3XuHcHoo2*Y~D><;r-G1wIY@&0e1GA(a9)1$+bWNnYOb
ze$iT{4~q98@TUAh{zb-P-+vYV%7SkMK4@HS2);J>e|h~we|nMgQ#<f2!ME}9e4cFj
zV;1<);G24R(;q$Wxf{J%(EI2g^h~_AL+>E;QoQyaxDxNv;CF)0t9_e%wj*A<!GDI&
z5j8FM`OQaH?9`or?@g@_j%zFMZNcZ2kMXk?_;%of+TA$t4}lMAcPqd*1t0WWV=wt2
z`{%*eLHfM*S;oIo?_iw@z63sBZug$`Q(f>+fDh`&t-wDAzO*;JXT9GGd>8OR?Q$IW
zmf(Z>%?j{6!3ULZFZhmE$^SffQ@)`5OHIV@F@n#lUzv7N7yQHE|Eb-!gWgO3pl9Np
z4ZR7_3u?Esz>ff*S9>!4WTQMe;N5mxJh<JShMlwx!R1bQ7xNbQyz()ArhzX5J}B<Z
z!6$+bYPT8SW5HhsTbJ8a^h&?VAs=La5%@DGXHdJ{4n7t3gWBzB@YjG3YPTtq@Ei(!
zP`gb7UlDvz`I>_-3qG%Ps)=6)_)6e|=JOoz4Z#Ps%SGU;UM2tS;LC&0tKFLXPlK-l
zK4^WHG8y9n_@MZwfj9Pp;?o>_Iq*ULXMj%v|FXCKJ@1X=fbV>j{1<_b2JogInD{jT
zKL?*9)ja*cw;wqVJDZ^w6sJ;Cl-dS9C{A_3?+@_9#JLrCWB)F1IWe!9pKdgKFYu?p
zH}~><-d+~iIPf=Zym$$ZC9m`oGcWSY#lXhSTIltI-faf3=M|pkNQb~r1fR<f@B5$c
zVcP{hs6Cbi|1J26Ui&<cHhwk)|0DQ++IMw^Ud7LY+eJ3`6!3xLANW}C^}T*@9cBE;
zMmdfB+4vl3=BalRv&k~P7`@Z5GY@)K8@EkdOHIXE0D3{~xGwmW;8US{Iqsfw{8r#s
zfe-3Oy}-`_A2g1P13&#L`L6&!;wt&?1)l@Hq1Qje!W^BO@|_32>?-L?O~Z3O@Ojm{
zNnaQITJSe|?R%aFw*tQbe9$=C3;dp|q#p-<KlplH`)vEB9#?=5ZTjbWJOsUR&<mPx
zBGZKrs;9ExQ;<Hdc4y+y5PVJWLGw*J@Hc}GibEFobnrpr=@jsHUWH!^zApHnesc(X
zHSj_HM`mE12|lp=;EjJl_8Wpv10U2++JP?(-o)y1KjC`;rXI7vmjwS$&qroKFJ*Jy
z{l(bX1U?abOK(0h=3joV%;=ql-ktxTXM8O+6YEpxmG|0v^2$1;F8J=?+j@D=?|rud
zzYKgKFHcX*KDI9Wm;pW$pCg?;<CWc)^GwAgH~!3my+5HJwC>pizU-I5=TgVOr-IL`
z9&P-Jf_KNy9v*)@<EQZ>?S0Hm0d@@E9Q-iwark_>zCF)lGr;!*A9Q|{1AaL8yv9Z2
z=OXZLfd8j@-V41C|3T0A8=0ll&(I61=d$2WgAc0bhTv;%$-AD7{dVAQ0-sm^stmp%
z{44@K)A*9(iF-ghSOk0Rp?@#*FUOb9qfLI>!4Cs}t(W(lPo4%p1bk3C*baaCfOp%$
zM2|ndc2E}z`MwICA6kJg1U_h8(F=S<@Oj0>lw%zD;^2eE#TDR-f=~69(=-3>W%|6@
zk+FXseDYQND>X;_3(CJP`0`iDzZKIbImpbe%fjy0*xmlz3w+6~!SNXfz6SV*yyfHX
zS{wgYfNuvr(aU?Dx9tW05cs^tAGiGA8-NdrPpP>|-EkHBb-`B#-_)CbNM6u4_FI8(
z2|lm&L1plDk^kf1SKxDGg{Pg_cK>SCB>QO3*qa4=N1-3oPd9--3BC+;FUQ;Sdw$2r
z2lb1Dd3Y}g>6>`dqs^N~AtwLI;EQbwUPm+qUle>$eRKvN0UtCEXM-;XK4={=3;cE9
zgVqt7z*oCU{>Q+V1|L}d`Iu+G2aO9Reo5fbZB%5Fr@nmSLUY&|c@;Yu;0J-v)ozRp
z-+A9S=*{^DJyS1hp|=%!L2*9>eiitjb{<)PbuReo-g@^uzb^~^^Q-U;!S4khG!C@`
zzYqMsz4krdQ^^8fXnSzGo&vrk_%hz~o_4*Kd|>&($0B`Dy+;-*rNIZKFAM%O{12LM
z8iKzL>4W-BJMfLc2gN@Ne7&pWKLz~FS4qDXd<F19^>+w-ovZMXMM~WZKB)f6g1-;^
zzrFGI)L%pJnc#!QrFP&4fDfv_Eb>9|p8~!+(g)SwTJSG`4@!Rsd|U8A^%q%;-zf$k
zRDWf`F9DyczjB;6>#>I55Bhmue>VNJGxTD11pAo{{xs|atrup2PeA&hcC?B1^O|o=
z{>Q+_BYhWqzC1sKo^}`XhEG_6b0zS(#%Gkne3ihI^BCgT3w&FAjvVoge_UUgc`XI`
zEP-Bz(L3wWv-6toeZVZ_dk*?3(7)`L=Xu2x@W;UiwePjyFM-c>{sX_wSF26A4uLPe
zGr0XkmSWxlpI82-+=oz}IPmVcADN!}c?i!{Og>FvXDIZ7`ax&#qrjJe?&WfN#<6Vj
zLG64N__vTgsGV*C{}K4S+J{?z;Fp5`r+q`pGMs1qgPtjGUFa3tb@5VrZ+Sv;0Al!7
z;9G(3k&BlH^@i^Sei8VfdK(A+i>ugQ0X}(mu>HN@JAn_fe;#}m_`K@fwBx;qR}b)R
zJ1*m?_kecX^aHF(p`Ta$O?f+mUlPEZ`e_P(=7E0!pCgq$`I)gqx~aQvUIaVmp;ric
zm)jBd)h3_q;C}%h)DBOBKLfsuH@&AFrYsjeXgo~=e+cP=+G%s}2f(L$?V}9ln~}!9
z4Dim^!S#{@z9jgd{1<_b1z*x@-}5|rJNOXzpz-1~_`+A=Q$EBw0{Ec#rhzYd6}~z6
zeBf{M`sW#sGQgL)O8Ok|g}?{(t3}{jfbZe8AG*@7wu7H@75k^bPXs?ESNgXu&jTqd
z5dS@Szt>^vFAaPd@b~0OF9#fkZw~&RtEA5W-wb>mZ+i2v9QP)D4){)2NxumEb5}{f
z9sHoHq(2S*&)+ZP`TzQsLjEZq;T-MEg*^X%Ak$CNz_*0`f%vQ*%+~#4o=8l8J>SsK
zknrG0sAZxlhZ$2^L2niGLPpPXUApA7yCWIjY1O~yS7Sq?oW2R_m#|(Qrv^my)HwBS
zM30D5$0IlV7Oy61{cXHjt!r+GSAAmc{t9?ZReYY8PcM#F8}jKNkSbQc8?UCs>ObSu
zrr4Ch@oI3~TgVjoEDTjBiA`|HiKSF`on1=xb@bV5)O4rLp=;D{j{dTUdN<^L4(TC9
z)zGj$S42$@>%&FVPho?95Yb;0Rl6ekgQDt0M88*5t<)7vTCKNSqjF;Ethh#f8>0^u
zRfF@H&pY$gIaSQK@?A0YajgElnEEzWFD<4n#Ole#)Y$xbXfd@Yzy7PJnjdHM&&Aa_
zUR<q@*L#Yq!|{4uan&zDFDS02B<Kmn)kg_>P;s@aKo@9kNYtZCsDp{RZwZxC@YU(p
zsQF3ylM?EyBt08QAq`|%A$_)l+FeK=DxpRt8)QYYo?B9Vovg=}R3i%;WNBgjZAtZ2
zVZEuOdLzXkvr_aM*Qj+V`dmr1tdw@+_Pt}`cAuVIShdol3#(^z-@>Y={w-OJcj|nb
ztPVSRR-zgiazBUk&xtB4tal}<@nO9tQGFja_`-;uSx|iy(IX40qY>SwpjxJ@0nduj
zpA=NnVv27_RtIDBPX*OqF?vTqH9KF0#mVaTe0q42dMj36D5!SFY9Qxh_4*_=F27!s
zq`u2<kk{ihUWS<*r+-dThvN(~C|)lqq-MtJNrlwWc!LZ{&_@fY_Y?HaLh49@K?WAk
zqmtF+0=j>)`n0f=^F*l{_;9D*yfCEN=#TLC#bW1=IqF?U{|vFs(KCSk=#-rDi=)Pc
z^e~8hA^jo5pCR23+<>q?xgez84(ojoQ^R^A#Nx1C0<j@nXA;D?i2f1@mPhmu14i_@
z`60DCq7Os-7|~lH&P4P|h`w6Sgvil)B*bK``#>zv`uMz%`b6tJ5L>if2XR!_S^zOG
zrsSAk9ray|?gw!yrsT=vj+&fL?}J#APj7@ckWVjx=pCykLA)EQhd`iho`XvW@L`C7
zaoQN07N<Xjl~r+iK15c$3yzA9o;`)+3DH9kza;1_=B_|=1;o(;(diJo6Lk*6uZcPn
z;`M^jV<#PTtYCCE#GWL*7UK6LJrCl|LV6s;!a{lg#I{2E^ly&(t&rXiF+5psf|#4E
zmqC1)tfxTynyiOG3@)tCpK#Rd!uklr=Y{olh@T7VRS*MH^el)ODS8ydh7_Fz@necU
zfih$k(R(456_1+oy<0*LJ?*HkO1O8+OGb~LMX;`k?u5uL6<rPSd#UIgh<(>a$3T2m
zI@%9n-gVKFe>iG%ndm-<KG#P#LY%x_FM$}AswY9rOVvXlHmB-yXB>4rRUd}PzCmw=
zn013*39<18Jrm;S4SFQRfU>#|#PqWI`0tKdS61(VI9yh*gUGs3FMybGqn-e<`bIqn
z;^2+?44ls_rw>9*ET=a^tSqOOL+mQ2r$WrG=oV~brRa{o9CfKu^b?39m7}vEzN!)(
z4Y9mxv@gWWoAqz!9JT&t{Vl|ioAm~We%171h^f`|yAW%u>A?_(s_8%fM4_weA0Q@G
z*Iz-bs;)nR*k4`GfVfy)zXkDj4c!~!gEZHP8Mo@3^N8TBIum05t@;?UeYd8|4XPFW
zv3E$FsukS^vA1^gV~9_0i@pyrr%v>3h_`Q#z7CODH~MR4Nc~hd`VGX^JEEUKe0XPc
zA;gq_Mc;wQN!M>cEJ)XXTyoUbbp1WViFExX#ISn$Lx?%`^fZXg_4Jz%$Li@z7g0I&
z_0JG9>+4+*8|&*e5J&3kxex;y=&=w}8|eNJ>l)}&7Z8aC`a6iMhWc}eNe%T<h}8}C
zWQhF@^-ze+yYycu?S#AZj}R;G(%T^R-lac=`28;ZKE!+XxFHyFZ*<NZA@#?-(J>JF
zn@0OVY`8CaauAAge{>(j*axB;A+nl9mq7f|EIJ8d=Y!E95FbAjJvT6<rvE#77-D$y
z=vIhx&7&(JzJEA66Jk?~=tzjg|B3d2n9wqMd_YL`e<ZpG;>07-brAcbdI7}6sGa~Z
z;ZZ#ZV#TBSOn=nMqxvAkxkvS8h%v47a)@QE^i+u5t@H?pGp+Q+ejzpTF?|$b(PMfi
z#P-MZYKW7M={XQ19@k?a<~^?aL2P+kpX?h_#~;`GAcj1lH$u#MLN9^X_=KJWar6m2
z1Y$sIeJ%^-YpoAMtZS{eLL6?bS3+d9(K8{Yw9z9WR=3f8AP%<C$6rT#X{+}@Ol+&y
zL9A@67eMT5t0zF5Z>tAEjC)d_=@U}RpVS8-_B^RKL!5n5FNYY_PEUnc(oT<n__Ce8
zh&FiU8Mns1>#RRT9Swcfz3bCOpTOPNE_yG-7hPO%N!RGl*_Z>K)4L$nKBw0}9C}XA
zh3NCV9t$z{dEFmkU^h3x$!^iZgW>!OdMiX`hF%FVF+<OUSec<mLhQ=WeIP!4(M>R?
zd-Us}=pFx!ehQJ<BRU`AL=Qb4V#rH+AjF)P^zTDZ{V(YQ5XWB9UqB4%sXu_2*;Bs<
zvA(As4soETz5vs6dby@2yrM@9L-oI+vmkc7qEEos$X8vi-)njoz$vfkH4q=YrsqOj
ze9h&4%ygn#hr`j{j$R4*JLF8rxB57GB;-QKK9HLrk0aUg*Bv+A%q&L_9|30|FMvM)
z`4i-{zQT{`=javS7eY>l{Gp%V+xk0tR}Lo5{!Vla<c<N3o(uWY04F*Ya_c}R+8=WD
zAV;5i6OA15JIKs89Q`@u1jwb3D<LOC?u8r*c^>jF<TEDQ(Lb7eA-6$}9wPbn8H#dZ
zRe5qK$_Y7a7|IDb4{{{rX2?E}KSCZiehrs&YeqQwy^&~zki#L*LtcR1TW_MgkUzZ1
za^*OB)hMLTaiX&zcf953QIJ2q<wUa}w~ln8C*DT6-gfj}$o-J(Au~rgdJ*IV$cd0E
zA+sU(LY_7GK^}q}GuqKxAQwWefE+zm^6fv)(cg?g%N*xKKZ6`N-q8yo$B%cS??CpO
z;6&emJTt-3e~iX>`;Mc(hg<~tCFEAf4<S!NPJ<ja(a~>0&V#%Jzc)kv4EZDEF32w?
zNxn-aJJFqE(OafCdNt%)$T^UQAjd%VdC$@PAjd+UME)bEItv^#i|?A|=wCqepDu<@
zKpq)~fXs08cF2p6s~{)L#2OWH1>`8m9gta&Yu=Z1b7sLo-0z(w_n*#oqLU_I#GK>k
zA&}c3&yB}41$h{9_*_SCg`5w$67oyPnUF^yM?(HNPwX6=??gX+2Z34O==qQ*Ajd-v
zTj=P4kaHk^hyBfv2Oy6@egWBck)uC=9KKlW^j-pgCx+BJkSCCC8RTBbi%W$6ajB!n
zf`5CN-1q;$(R*<J9^^X6m5>V{FMS~V(dCZ*4fn%7l>0v+Gbf>9Ryg|Dy9oG4j@}J9
z5ppf$D#&?|`yj_b{sB1v^7Kkc|Lw<4^z+Ff_4z7vD9G<tInl|GUw(oP1^El)U$8%T
zH98dJ`;glpKZpDn@+ZjmA^WUx^xKg0*NWXSpE}WXQ!r+&ga44zAtyktha3cX81fA4
zUxGYn^7%~C?OyNbZ^6H@LGI6NaP(>1kJ~8seLr`iZ%@Sl^|_;8hkSFBqknx59Rl(j
z$gdzjgZvG0A>`069Q_XDbjUX#KiDjGCVlBdmrujow#Cs?A?HDkfZPIk5q6J59)%q8
zm7{k;&VpPG`6=Wa$bDO#58Z~mV!NY%K*Al6UqSZY;Z&G_2L9y^M-QGJQolm}34Fm$
z1OWI>$hE-FK+c2wV3*+ELjHyO3y?oTuG%g5A;<+YFkya;d&tj>gq@!uf5QD6dmOz3
zax<jCPeM+diGqED5d?Avq{07$+=ctmdmX(7axbL8GrvVgc^?f1@*ME*Ar0PtpQAqo
zJ`Hj{<WWe25Bbi~=W#y=@(AQ_kOqHiKLS1r9S`yy$g_|JA9nzO#Qh4$osgFx4L<px
zqu-s4jtn^%vfuZD&xG8K`;CxmAqO84d_LsRIjCUBzkuibAow!Kb-;H+E`S_+Sn!V_
zFW~+=$e$o5{V4c4$VGF}03jzr&N$+fG5#Dpf`$os3Gxi^w|_#tLe7TV4*Bshr-0d6
z9$pxdO=tSGkd5`nVf8dVyy@t#!)mdEj|j-Au<C8p-Vf=)5%q=n_(w=ji>Mi4{YgY^
z5BJB*1UT6EKVhS^__4#WeqgJFPB{=&=HToOxg=$VaE`Jeq|aj92*Vd(_FuvcxUZ@2
zP!C<f6D#BMgE#lVZorfW+KEOhqYNgb^G*ev0bRlu(Ni7)_H@JJj)Mp(H87;VaTJPW
zE;j?{6e$M=Mix8HJfnn8HOVT`iFnM|qp-a)v`JU67(P^eJG?t=PLo`ybPD86dYhvf
zXv|3u>nwC9OdnY3J9rv~M5T*Eqmth3ph7VCK4MCbffl>dU#OAPPGh4s$cYX^mkHq=
zLZos_b$he%j<Mz<#ilviQG`Fj`tyhy7SYQiYJWti`)cYL@v6Qa6|dT5hViOVxYL?=
zb-}O$btjx|jg7&_X)&Gth*yX6;p54Cy@n^KnfcR{>Kmt5B&Z2-`uzm;bKK8T_lf3^
zrf!Eh*y1zyf~F3pI@hBrj}m&!1hAH#k)Rr#3yn%pyTfJPidUl|*Y}QBUqtjTIA+rt
z_>WpIk5>a@^wfB@Jmx(I&_Wzv#jCA2zKT~P^EU=EC{AZ3s2OqkRJ{5m0frHSYfJ{W
z?g{-GQO9uj5iy5%Uqn=v7P_EmTxmm{?;UlPF4b7+96$-?h4nzK_M0j?6V{WpnqoqM
z(~*y~`o?_xEuwd6H9_NftEtw%8@l~TJql5F^lYtWI3-7G(`SB*m;;(`BWig_Z-}V9
zA-y=FJ_&2Ed&0V}R`VibBz}cWo!?wxNJu@=4ZF6<?3PvkW!!M|2CXnuFVkvn=m#X2
z6w%*nwF8GYG3r=EU(jlt&K5)EY9Yl8w5PDbB)AuUjj6F=<K2R=?jKQoBGn{V|Iwqu
zs*CO)hE=^Ltk#9}g0Pw$7CNyE(mho64M$C6tl~2<yEy7Y-riFd3K@EfRztCzi>TRH
z%taJtz!ecSG-U9ZArn<Na5ka_g$?pfSbwb5(y*SR)fZtsUaKRlo1|tM3xW5Y;zKd&
zvh+zXhM#Y8%Ff4z%VHQ|aU31G<8Vm*MT{K=hcb=zQqy5Db)&<)fpIt_U8?*vr#Iqr
z5Y?bfGDPyUsqEh)`m|O<v<c@vEd}pVPtPfcbH?!n)qhRjxESuVzMvXr{2Zq{9W1Ek
zn7*+*rqlU?YLn?3yYqD#nWT=!;^UdvPV<t~s5pF_64z;ClKMU#AAgPSbtp+qD}c_^
zCs7YAq{b%di%IH8;wN$<oJUuAQM$^fiKeS8N<>#lKaikip*bg*wg_aY)&mQuueJU?
zL46pb=NC{LWAyj}>gSld!EVf_R~Jxc^XZ)h)R@@!96)cz>Awo71#$Yv0_sd$V<0${
zoS3KvCg`Dw>f1y(`oGnMZu-dCh1k9q*2^Mln~CaAVZ9YKZu-r{h(3lnBO+sWUi}7p
zftfLCsiQ~7sO+%*EJnQ((c|-(&NnchY2&}gsM8UBC`N5FRqzwWhJ0#u%m``j|I=^&
zU-X;Ud-Q{<gVcLs{c?DtLl4F=68m>Tnr^Kc>U-6TqLFmn=V-3yLOLs~-ZIsU*3#=%
zJuOBx(IaD2Z)`<k6n2cC#3(FJFT^OUnU2M%(IGuOpPCiYZ|74#g!Hz2>TF1_&Zp*w
z^~HQ@ZCL-3PhAM>8L?)H8Wn5KqPNGYy%D`8R=uV5rC2o`ht09-0M4QFtJ7MK&aYO)
z3_!<3{?}E2ACKx`5%pB+rLa2TJp6N5eH|*cC#<HM<_DGbB_JynLxVI^e5Yb)j-yQp
zXFA3DX@zwsUf^?zP1MFwprK;Rftrs;L&dfOH6@)HE_NKK`FJ#3Yyb*njL(b|n-qi7
za?Efhqvs@}5t<pzLSkmL?n*}cuVi%YN=7*_$&BX2T+V3ym5dGoHF+M56gwZIrfDpT
zOr9mpX#dzPIbn6k31P5W5(*!~@}9Nhc8;=Guc*3>r{F-56<e?(67_XD;AC_NN6-S-
z;UQZq-Bo2#C$Y80im9`H{_?7+U{p_Y&{{@13cE9jer?F6r8kE#4J^m*6q{EpJ+ZgO
z!ZK9TRf(;m>!}u^9$OA8v)b1P?)jXGOjlv^gS|0U(8l&Ir}S@Fykhf&1F%qcH$|bb
z*dt*D?=FN!(eFYyk@(JiG_u)Ir>*Z#!$gLD&oPsLq&?s?!T<Xm(z7D!OlXtDt`J77
zKO?3c9*L;+5t%3ojR~6-1D=^+7R!!2>LxE-9cJz-y~k0{>UB6~r`4)$_5O&$R{H{`
z){q{f&4ZVvS}hBA#*c7BN*{684roJXBj{G9x|%!+LtRU6j+m%oIffM^9@{&mFCi~H
zv5J`II9O|iO3%{@j*QdlPg9kHBc%^$wHSlHR)-^4UwUkP>Dv16imgm-Y@wA~Tk~C8
zm}<`%TSFqH4{Eg}qBm<aUD~SI3CyddvCyB2c!pIU<HpEP=_wJl5)YUnYJy3+AY6J!
z#4KE}=zk;fl<P%JDbWzui*sRh&Xj0KsPxAXv_<`XM15dVei1HxBBFi|>%9mqQx?VW
zfOo5$((ACT!pZ}?P*!SDY?iQWbxN<tNkd34!a0g%+;#U_r*vPOQQ+vnQRB(PHGY0Z
zjQT7F2@&U%2Oys;jWspa<6k?fFSRN+0v;{>Iu=3LXouB%j@i2W64DbR>YK3sDuV8<
zKZ>Za5n1OYRE7Rsx~Xa-cB@PJb#D3v5u^v68Pce~!y)~BL@f%N&nLoeT}JM7onh;F
z$Fv@-rm~#cE?iP<VIYGqr?FSZnOs;+45wZ#QT4{i@X^voBkFZ*KoLyiz{rqUv7Qg<
z{#tExSFimddZ<=?v^Y@xekipqeFjr9jwjrO8kUeDJ=blpZ)&wOY(9^O=&@!kB#BB&
zqN!n%XoMMB%@T1X-AlL*CU4gr)XR_vczpXI&Hx<HG0xXXVhjvOjFDl1QyO27Knphm
zgA}mTQytNHR)vbKjHsVOdUiw|2$x4=KFeXdoRk!O5heWqYiD?&)nrT>5w#+$5rH2f
zc-aAYCq1gM=|M(I&DKXYLkaG3S~pNF#lP5_bxVZb)yI(Zr0PMx9~j_ZLEVpj-<0ii
za4Qre!U)rF2S)T1EUqIOQJNdkeKht+^`yk7uwuc%0aM1q%NcmSV(P=hV@Oyp3gclb
zv%K@lM0@*v`kh#{8B69^bsS6PSkqls#F`-B)u-^D(2V?eh~M(9{3<h_?wwz)%$Eja
zY3xwx_P76AABZ)B?9}|Gn~un@CWiFISPW}OJ~TWu{BwS_J*MTZ{AyJ`y(Yi9n6D;~
zKW%aZ;(qm{c=hmu<xwkWeEIP9K`~`^7(<Ltc*kZqChb^t#4Q|V>sUNQFN!Z@q65Rx
za1LA<s&kzF`PJeWeI`~Ni|LNf17kUyB>qbebkqYnL*bm#jRy{@^?PyZIh_-y#+kg<
z;=nBqLmxh(_+Q6ifq-l`hxDm9HOE8^3j@3~aSDq{>;xlvT0F)qxbQ8WO~<SLx(vPs
ztM!F=vmQJakDaQ1CqaD_qlYA@LoqLWpP-K9)AJHkcI-3<H(%!0TNBg|`Sm9WYI)om
zEMrhdwd?Dw80^1KY4ZvOMr<6~$C&-ggcz&{HlmDM!g>!T_;7K2r!k^8#GrBFahXY5
z;8xvBHPz3k;VfWMI!+SabB;RW!)BZ1DwVzs@_vnj{Pwz!+1p%;?-pW%h>eSb_f}yh
zF->PWm>!=|n8#e?|EGbPVgmJM%;i9R=>}@02^5Yc)LFcw5~GGj5GX9$e~Q6I>8u1Q
z>0T6iiZk1p5|*g|r7q#drP#N4hHgTF)dU_>pJdOyzNJ1A!fPGdaQKBoZTD;h2Z9?M
zjRzQm8QH#0%SzY;;>;~hEi!Egqr-=Bcy9+SWOYdIh*Oh{=CZK<H4gQs$KY%OJN$So
z*`R^fKNiKSzanTupJ{Wf@U7OH-6N0Q32J_fJ`t~W$Gq-*nxKy5(<2hpXfz_+?8Vz2
z3F>5iJvl)wiGxpUL|ENEY!<g}Q}_}G%K1$9#0s}x2oI~x;DL4SLKB;PIOD*QS8tcJ
zNsprRix3;nNKyK3`2D!X{Pv>8<MRb3KsaN>8T%NX^Z1wL_uPo`KTr%S?U&{{-^8e|
zLK;hsZ?U7->S9R$pw+wK@*88+4`F=<13q3GiZRoF{}{C?qNm50*E~jH^=>w@sGFv@
z>OaC*&>zN`AC9*oCdk9Ffy46voF2J*d#sbOpPv=dKVl4aryeZmF*ai%wON~f`w><k
zk-bv?0Sk2PS)f;Q*Ue^*c?3Rm(zC)?o9lI9v@N|KpF<k!ilZT&gWo-|M~x}fpxP{i
zqnqK*HDBPx7j~ayGwzqw!yMHr^qNf1D3mFf_ut=-1ifrtpLt}MjT2&XWazW!y^p<7
zS61~Tn7KYT*3DEq;7D!G8?QyhK8_W&Gs(D)_+n5+$S(6$fxe<YbR2gLdl(NKukfZc
z;TxTjsaUiRc4`d?JHMHO!GWgDe-XaxuaLFmdYY#f|CfC*5lT#ld%doi@0iWL>sg99
znr&b@_H;al!09!ccwXB7bVeI4;S{<F=I+;>ou?rCIdP9L43}%m#;mtf>qrRmK3;bG
z-b`_0!*}h-9kVO(?c>xs8gdRBT{L$57)toAU0z*tF5DeBI{tSdXOB@C7uK7s3i6I?
zpjW!DZP~iD`iDc#0i%ya4Msbud{Zx1<zX-V*5C0aj?+rop|qzWH^5NaH=IQw2Zwq1
zzePfEcrHep()vB=n5G;QgU+*Utp2h5Y={4=djA~z*jnf*?cv&`a1ke=oPNY<j+-93
zk!{t8=|Ah3IM%Q49)<339CxEN7AqOsiHr@~Bma-vL*9i;!sn-SU&q0rsWL~X-K_gp
zMvH&e%jM%`e-W1gcj%suIha}E#64x}IS~H`f6#Xdw$uF_oRPxfI4AA}udlKH)~&E|
zGxhO*L@)O<lB?Tv_Zi+Jgex(~<;%N{&h7JMy-Q9)P56GVehAee<Lm$Y{htW@PXzua
z0{;_%|GN>GS0mlc@THR?W4d8}#x;z%dxJk*2LDZ#N)QdpSMuFA;XQ@QteEa5C?LsH
z<UbAEPbGN2Y<4^M6HcVv3p+IT!nX|EYYTbv{S$M=icr7vzXu)_N_P=Et*k02_c1Pt
z-}?&7z5AOZz+R#w@#JlOMR;!o9&NbSk-6d@c8l&ckA}?mSj?4Agu?#My|!GJ?n;Z7
z=e_lNx~QrAls5m1m*l@YZc<v(U*dg)dM9{a=UU+j|9>v_GyeXJrm|j_P_CogNqLy^
z3}s9u@w+HxIm()pjVN1CcA)G|*^hE0<y6Wgl<O#WQXZx}Lm5+<`BRpotV!93vIS)a
z%I=i?C`VFGrCdU}j&djEVahX<F;$p9WjV^4l#M7`P<Ei~PT7xgB;{1fC6wzZcTygv
zJVO~%mHAVaqpV5Uh_VG`2g>f0{U}FLPNiHzxsGxt<zdP*lrc9mf68){H7OfWwxH}l
z*`2Z<<w(k@luIbrQSPKXOnHVfrW*67EJs<BvJqtq$_|v>Df>~5q?}5*gmN9_PRhfS
zXDDN;Gk?l*lr<?EQMRD$K-rzLALU5Osgz47mG5fYph2B7<sWYQVwa2;%cNDkt!j-b
z)n0V(s=r#jM%8L*6$DjY#haTx-K9;pu3&0by`@TZ(ZAJb;vVl%z3|er8Ex7^W^@zT
z(SCZmOGf){&#9_ix@NSmTCe`yRWjN<#k;4vyjZpEi%)lMSLNw;s;ar`*ye?fs%pEJ
zy1<^ujBdhoZ{O{Or@MB^b@K$cZtXj_F$wtTxy~7?>eF4G#@~$gJ@B^!ZoqYI*CwNl
zs@lHe6CJv>dA9u%9or$Ty@SywpM0Wyk0;wdm+=JL@7!K&Jkh3Gw>B?{4g0y%lSqjC
z+C2O8lStPUS>R7qH($x4?F%ocs!w)(_SyDbGJK)`-?}yPpP5tbJX1TAjywE*G66gP
zxgh@7`PbgxfDdNQvFV$K(s76HoDwMG-d*`)=M{^X?*x0(XN1ySDue0Ex_4Lp_|rE8
zbp~^k&EL+;c(dERW-+Oqr(=0<#r^nT=46}R&f85m5%)+CO*5~XvfK1_{%irvsM_>)
z9k8k(KwNg-m%G2m?{N@j&b8_7JX;4xgyxE4z^(sQ&&p?@W9D#sZ|CtQc<5%X{qA4<
z&IP22o%Nrv>Pg(Dx9f)T?vE4V_a3Qe^S9}3`LlfK?K)%&)7y26NpC{wPd@~hDWY9B
z*>ziHMS!>xMO^;tum6Eyyy=HkOm}sMF?}_=AfkmNpUlC%H~lJ(YpYDd#MSUdyCRc&
zn_lkl|E}SKH@#hFM*bt|@>@kpzyA}N-o`(j>(q3nKZvtO@0ISo!DmxHCV!j0?1%=g
zMp+!Gn`=d7S6u$%&wmLRZ~FZ!CH?-Dl0M_3%Sqi2w*D--3Lm`boA+wyQq6lwPDd(P
zO_Bcmw*oeGEV<#a4cC3k@KD%Xww<{*_~XxiA28F^Y<jzH-@^2MegFMYq&5EA^t+k=
z?*GN~zap(^yEeUDx9(?pTQRnM+x%@iI_t}SKiB>H=SumlKGfXH-dlMAsMmkHZ#csA
z)2(9x>0^-Cn||2BcCO~Ig_6JZlga-U{{$p9zSwLgGW|rRuVx!24V1BlC<`(FYChbi
z|F;h}zM9KQJUG6bw@dKPDdu0&DiZhIx^{dnx|&<?3Xr*qZ*YY&!>Ji-ZQO0UH2vF_
zT{PwIk-jowZZHpxJy-5K50S^mFubcBO8*-ZMx(Oxtd|VK6FYzA#v^!>D%}gYpTkOD
z-luxWFj};o$8zKOl%1b)<FU%lJGt@v%FZXb@i=AYiQIVn<$Zf@JVDuUJvUweU;Rz@
zLhk1<Mie^^d&w|H3Ol~$#*>sCH*@2KlpPOq<H^d7bGh-tm&dQ%c#5*)Qf|D6vg1u|
zyr{C{NN&8Cvg1Q;yg0t~CH*!xUIO3p$_p>4Y(LGdZ%;$6pr*ZsQ~`C&7iZJ&BI>tG
zS2X35SuZ;3@8zlh+}KH~kuHk-dnfT`KKw!A{_~-yfIF(BnzvZWW&2Zi7yo;l$J5R{
zpZyuG{@?3sJ@CBBwZ+vhsG4wow)y_-;wAC_tLFCS9QB*}^a~=PgLZhI4=)AW#Ha4b
zbfm=ZT)Kbph9&hYw{PGg5#ldU-=3%0b0qUlo3USw`gXip2K;K}N~b>5+{^l3&xc$8
z>-+Gv^e4S!JvTkR$KYP(3l^qaca#$R27#4>LD%4|iH{;)n)q4bT!yK1;HKW!GtM>+
z4^jW^YsJ3&#Ver1pSW3&ZM2UUa@_c2_LX>cApSjZ)lcxQ#A}Ad&v!<N9ekU{y`Bed
z;#`Jy%2U4&^`D$8`ldaZYZ~!N^909tDcoxZ@vr6!-d13Dv2NmX%L2hm60d;#4SpZ-
zYl+_r-1w78|H~5ZLwptSn~2XNeu6k&jd8C%#LM(=;NI6Ho*&bhvEQ0_E#kF-8-IE~
zSKmd%Tl^jp@zuoJQ9pxtx#vayF5-BH#I^Gbaa%8V8P?5rBJ*{B!wG5rAikftU1r{h
zg_iNBqZ0d43iK!9-y{p(komSJeqCX~I};xY+^ydMVxb1{Rm58pzlHd3#3vH3OS~-h
zAI6^tt`+;UiT?|@vA>`Cw!c45{qxkn7UeY8Na~jvDE?UegTz}CFDvTm8gzVPe-&{X
zhi8eG86*g|Nop4HOyW&wCyWJ->nHJ>i8lsr%60owQm$V^LfCQaE7s$!)bB$(vFtBs
zX6}_kya{o*;a+y!Yv$8mz<llV1OK?!(q|`Vp4#Q+TSztIeudfMJwa36zt3O4x%l7b
z*?e&(W#PZg@5PDR{fxC=3Am&FKEI~{PenXm?JMzY$^@?izuwg28&Y58iQ|Pzl??st
zIML4{z6N+1_4j#yGwt_SFZyPFHCN$y$#>9Sf^QI5-3i>-U$9hqbYtRC>X#cO`VSEA
zMLe;n_<1Ao!?e@zBeBzp_<8D2e^~VGHn#{42}~Rw|6J_%rG9hZ#-CQr#m-%h5WT41
zeWB>Lqy9PS$KRIjBKPwk;hF+sr+%#HzeWA(z)ilL=)ZkVG>rP)4oJRs9G*h`MYoCn
zDYWx5@q;_WejDPqB7b8)Zh_zr(*H5Un`8-Y?XMz!=ncVZ)6Rnh#m)jH`P%Vt2=N5g
zi?y>7crw#^#kVeAK-HWh<+AlvJxS~zzent6Fws=tCjRqgi@y9->Kp3Mc}4s*{mon@
z@xhdLXSU$heiPyuCj__SSP$Z*_6pAGQmctip`GetUj0SfU*1Y6tjTxO3u31&^_vqP
zaY%3*lMjjS`77PkY)bu;z^x7;S6o|I>^Ipjb{-|!ig;v~;0TL*%_QC&UxhIjx}kgh
zLcC55iL;H*Kr|%df0r3z=P~MkO}rf2LnY$ZV*oVzFE$Z7cHC|cJTL!;QGZNX(YNh(
z8}UcKk$jueejO|f^0G4)xXJhF0itimrTN6mUr2W?T#lz}r+_;ChQ#4@+P?`8FpZs8
zZWn(tiMIi6+S{S7qTh!2U>E0&M@*%ifwjfXz2tr)e)rqrr|lPwic7xL9I;=_kp#uj
z@vp}^)9#OKxoQG8e!f;t?AvxY0(f5WnL+)fjYQw(8^Q-uuA&Pi-*WV`1o7<KbJzQW
zz)il9UV>Mkem~-kZW8;pU43fxuM_+h>c?VhXY341lzgG)UTMTDbKZG~_z2>MKahM=
zi7zHTb+X`9i2p)-$n}zM2JtG`5Sn~*UKahX#5)mxwYT7s3SSy0UhaIltBGdgUg2xS
z&QT@)L(RRK5nug<*r~&M987#8=exPYcLF!@pIB4$htbY?>UYi*+?MNB9Q+vn6U&Q-
zw!gegeAOJ$xA9yI+}Lm4TJU<zHwNe7#!lw^-1-BEcgipJ?Kp4@xUsYKl$6)TEnG(I
zjCwV<om#++{-~yc7iYe&Q@{A@x%H<~|8L_t^|x*meLD`9yk7F{v_){cPI!{|%mad>
z*}K<7;KrZQgX_8XyNU0j{vGL3UTZ%!Rn|G_*@D}C*BH2oTL<<#Yd?#4@^_MN8`|GV
zTvrl1wjQs$LF_bT9PE7h2=NDV#7<q>nM(ZiiGo}G+E`#4e-3?;8-JhpWRCw2&`wcQ
zsL}V2hyNjd&xc~CH}wY+FY}=I{{ry@3=}4wwP#5@bBI?1ZtQ0yivCTG5HC~z@qwa$
zi1;Ti&cq(EoBBP{ME{`}A)T8f-!aPt$F%ES*8?~Cwm6mU-rM&7F!4z#qMs`2Du;Ln
zU;95od?nk%3hKXs24L(D{4IB!&lB%-r<6B|<r;;7(dZv3F1T%1;fjLqzC&>9XLaCt
zjobH7|3!|gcK+&3yyIKqkB!3|;!}SR+>X!5n4pb6&CW`EZ2NhXc%9PXkL^d}fSdY_
zSs`(=<Mv$QeP#-dTld;YJ8@hO*zxeT%93v~*VU+2_j-c(xYOdNjYA*eRU3*ww!BM-
zpXYihj&=&7Lm59$zb^jV92O$o#i`^GErFXj#Qv4;qEC_QM||B%@#ja@<4)rFxh}Hv
z>}^%WPWit?-<J1f;@j$o|90HiNW9ZaqK|5FuiuGR{kQ1bdaQM`*!RbC4DlvxZ>hB7
zRFgO;p5ujx7b2eBS@OM=L=)g94x6|xvhg2Iyi9k|$MoS|bFDt(mPq^r@wjE8-;DT+
z2$ZousF>7?wLggX*YiZ*;*lESe;uAv*>+nNxUn<teu+;H+JD#8=Z!}!rT(jhMBmO|
zrO|+mon)@Nto`=H_g+kQtyugu;?1jzorcU~JMon@1#d~bc$)aXrihda!-#v;0B-V~
za$N9(#80~Vyzz)?w~Brm_kFl^uLZ<=vcKO>{5#^!>x(~<i&8h#6gxSE1-JFsg!mNh
z7Y5VLEaK0dN_Ua_iLWAlQ>xgp_5LmK^%;_*?bjEHxA?E%-DsyuE%E0h<8SM|8}TM-
zVn2oYONbvVCAb~09>fO|&xDV}zV&Au@oTsqv-Up&ZpMe!tE3&;xP43g=_SSf9Om2g
zHnG2Fw%FfD{2=jWm(pFtjz8wRIL4ogYenDY+ZVXW*Z({yoBDNFUhDrS#3x-V{#ZMQ
zfSdD{c|!#+N`Ec_H}?A-k#cR~c$JI-8a(Ym@$>v>Nl+WO@w4ej@zah=|0TX-gy3~)
ze-H7B+{fKZTtmUwNo2pUepV&kv#$6#oBC6M8-FH#D1M^ZyVnQQk20RtpYMrZOb~q=
z=af6dj{kh1Bk_@K#Q#TV|9#-b&vn}czlQNixl{1*>|bcE?lqA3gPfPqJlw0+zeIoQ
zMX_V&ix-I>>L$2tw?l!O@}A{6hLl37xzz8`T;el^_ID7^tRT2;50%p;-xTf#E#8Ir
ztW%ONis@bpi2Khs_7fk)`brgbRRWF`Lc2QgU&%L?_$|Oq+y?zA_U(G08}W{d1ka+r
zX?{k3Z9l<_5U+?^6Nf?ES7MrQuSUc>G(tjLcD^>lh_MrWN9;W2vPzj{t-;IFf7>3+
zv}^DquZw;e>YHjcc<URaTnMjwJwkkJLBZ{Mcqwj;pIvScJ6);2h59YHKTRTD5EFsX
zA9=U<e_Ke1`-m6idbJJppCSI-Z=!z#@i%~*etlw?_;U^MnZS+zo45|Q{p&dGv|_s&
zNBtY_68#a3gN<`N;sdIQeY=i&jrc*|dTbQ&1;0uhR?~j1Mq<BALGj<tNAChRaai3-
z^dF@DR^pr97yW05|3N!R9DmTw-RptIV!s*Z7hAuX#4p|}{@ebwn)teWVqaLLE)aiv
zrubv~?}#SiXDP<b#&Ztw4sAuhD*gEixQYKUw)5h|YuzpQe4Z0tN4x{^`j^sO#P-v%
z#7lDBZt<hQlbO~loO{I2N$*IxDv(SCZv1KXsrYIAuSPtU^X&c9Z%n)-+pX2_O#Ha%
zXt;3eUVVuVI45{H;>(C{<#{ruWA`%O?aj;oRN%%>|9ZF`aMRAW440a+@qCr~54|b*
z-bnl7sei(!zYw_F-ae7|OrZXD+KIb6cRRlk4c_=uyQkQ<{h}4|6)Oa{<3JAZyvnr=
zxbc4?`>7oVey5!bw&#cF&%^i0xT<=HKXzQr0Pe<z?ZK|crW5y{Cm$eQr-ayf){zVz
zLq!`qeYrld?P@sjp4>NC{7c{_Zlf4C+pZ1~@0OjrA5}s?jQ!T^N7hbn;Kt70S42NT
zf93)=@mV!k{4CEnY^0s~Ed;mi>IdpqWBuBAUZDLG+;29gog&S|AOF57o%op}QjdeF
zzX^C5e)fuQ0`Omf=T-0V7|_i8c-A*RRs?S1bKX8jU>v#w&&$q07sqq4krFrC?`F`B
z|2&~28j`U;i0g_HEJQ8hDZ8Y+Ly7kzzVb`KZGWFnyesh}>R%xKP#LM04B`*{Tk`$y
zErM4kK85%a?mNm5-$MK_p9|Q03!~zU|GRkJYscX=#4mE)-kWyf9+q|$$M{&hBJqlR
zkHWUwbl}E*cg_pe&l$u!aNM){-xGg(pu`7ZcdtS%#E$<Q?|$O1SClwd|F;q^>06(l
zBHpf<=%>*BE&s{8Jv4Ul0_p_UtJhP%EpSt=MqCHlc#aCNvzYoZJm*Qa`L+~0{`0`8
zz)e3*@{MC30Jmvr!WElorzGpk#xoxl*m>!f0B-zWz;ocvG<Kh>UqJQoJvZq>{k1%o
zv*XM>;(L>%zf`83B2lqF?Yz{ZoiFYIo|ixEft&uj-`9U%rJYTDj!=^JClYTsRqTIF
z{3LJ_w{(tIrHCg#D*kj?BKnvP+^aWmqu-2izLxkT;AZ@Mq;a~7e3M^@HMBG7E@?ky
z1XdS`Cx0*YA9aMtY$f^D=JQq?w*|zr_`KED*AC)a8D~51oF_ivuXNXN73O;*7T%^F
zPqM#T{qDre{V4v7q(46pzf@G}%dWR?dR*+B=6N`V3-^i=Pvd!YHR3&q`}aF5fSY(`
zGM+`Lzmxi#AIu%M{7*=n&xgg&I@G_B_$I!mWXIvUz)g8;`}SWi5&w+)&|0*!n0TK{
z=`K>2_+jFY^SNOm;y1Mx`)BuwKP8Ai2HdoVJ?ABEw-JAZ`m6Z-+P2Rn#2uc~)~0^P
zHe$bjK8XXSQTJK{JUNf|PB&1$ViC!=H1*FBUob)ZwEmQBEB3p@i+$@)Q{cw`*7u8@
z*J<Zf>SrAkJ1-M2`lQ&I!RL>*-Tnu7Uj6rZ>TjPcc5M5cMtmsGh3xo$nD}$UMBn;Z
ztX<yrYXCR(UU9GJH=v)H#Qo=!=ZNp-dD^YiZ{A+)_}77ph@Y4w_OYCEuV0B5A1k<x
zL){KyXA{S_IO?|nZsMHsnCRPnG=lmG!v(kfXg&3tKO^;WhIY&k9U41BstZ1VcqQN_
z4vTqimPWi4@k$&AY&#!C{2HDMS^s|_KDm%Y($>qP9VOo>yCq*+FE6_|GxLavz>Po0
zxo)@q>>z$8+XJ$5ucW6%e-zJcY<qqfxGC?k7>SR~w>$N_bDXsPzfb-04~U=F(*Ebv
zPvUw>Sp4=W^|NLOV)HH7N%HldcclV1<;w1n+n>9L_uMYHokvCzPYFvr8`7VH#K&Ds
zcac=$C7u!c+pCFw9PtN<ug?<uwjQSuFTPc9yDs{bcmmH)gvAe;V?sCn_n0fly|f=C
zevb1?D)Gt0%dwqfI&-g2iTj`b9wC10M)ChT>Zd&``JSPjuZh1-d<pB_=DPv7srNd*
z=T>{Ee<z<u*!U!N5&Iq9lXBVi@Hp{Xc`jkwPX_S3#;bwU_peJ&63?K08;4?DCEsHl
zZ=14Q?TM#xooW3X58RY1J1l<Iq5g-|zk$yyt)G7p|Je7O<(}un&KW)j-$XmTfSdYV
zz;*kL#6Kgxh5Nx0AtA~>FLuuHeY|w)Hv(?#6#QNMwDZ(v;*WFRU4i=eDWW{%S;@um
z{`nH=U#Zk@4BXiFkK1oq{R)!ra_Y~c{&R)JP7Ozh6U6WIo!i%Yf%f@)&Gzf*#HUq}
z_Suj23uTD@tU;1*MdFQ!Z{_<)wq8Cao;pPIExreMGShm+@c`U;QS$Y_C-Vew(@utQ
z9NSG}Z&H5@&wr{CUqt*E&s|#+KkeG#jYkyj&hoNcww<&lKI~H|mmN>W0yqAg2?_od
zZ7rexF}^2h%YMy&#eONSPZFvB6!GKd(p|*HZ4z<+dp-w=cjtIpgm%I`#QqkZ<5~N+
z5%;gtx)MLZ^_A_9^NANfCH|z){^!Koa=c9?{s-}-9EpRpM*RQSFG+k})q>wg{riBM
zc7Cjxv^QJcWyJmKjp98;UvWQf$CIatcPSt_T02?96H~;#t;e^B58^sXSf$nx_qW>v
z#2alA|8J)M6|nF#{y%<N@H>ciCGI~TxUQGzPvrA)TVJ;Tw{3$aT=5+B%W>ai*F{^2
z`=2YFCti#1gH@-o$6k?qlZo3nEG53Th(y5pQ1eyMFU#`;+kSczugG<a#lIq+%J;QW
znQwvD#LnRh=`K=|_-(`=e^KJriFkA3Do*^ljd%`m|2gpc#Lr(!cQvg)r-=LK!5cHB
z9d2SfwDsPSc(U)D`~??xP3QXaP5^$y#qs{_YH5eIelGzx?L={0wSGR?TksIqA-3O5
zAfCl_i+zvoDDf!k%hqGHK2olZ%_Ltt-#r1`<U6OA#M#FGE#lwsJh=-?w~2U*Ya}vO
z|K8WdPFbE8+4*7ua5L^@6c_v7M8wc4>i_b!;I(Q0wJgzZ^qlzFC7%%Q12=vy=l;vi
zn@5QI-%q%suju=qgLedO{3&%->_5SLhqyRzJmLWD#JnJW+J1eWcGiUjugNsUFd-U0
zkFvktNc=A1Ef`N*zZt-dKgn@o2g90s4X1v7zBijmd_D1$2PFQs{U`L7eAhFcm-8jQ
zlH;?juMFa+S4qCspT)!n@;#jP%(uh<<LBS6I>1eNzpE$yG@;64#Ooav`z?tt39z$;
z`UAKwvVImFDE3R8O?NF={4U}zaoj6U`vZZSct&bVzCDS*PyM5O?rH6OP5ru0ivB&+
z{|mS|Z#gkU%2k|rnL*-@|Gn`if#(&USE%oQzi1utDSS`06z%7GL+md<neHOiW<lVl
zT+2EBpqsl_b?V>BeXFg<r>MWNrL^;wj_41genXDKpV3ZSw&d#{Z*L_2&|eZC+fP>$
zKek-(G}<{0-1vELujKo1SctNN#r{`3_ptL$C*mDBU)XvXOMKpFvA=-!&k^@O-!DHT
z@Ay9m+_cZSXVP5@ooS~J@yB`2UxN5z;{NBbhl$S_CH~w;{gk0n-c>x8s6hN*z)imE
zxL-~s-ko>{zW-2&_-x{J%nJ#)?D+XP@i~>H9ol}~Z<ypehwmSjX8q1^aT@iAW5A6+
z6S*FXBNsnh>^wJH^0o1=OuV&kz1j%4vD1O?x7hXGo5cO^f$t~YhwE7Df8P<3?}-Ky
z&#`PLtAHE(kH<=R@1>tV5%<53n*FBONhvFKuv~GkMZk@nmcD&WwH%&H4;A~xsDCeT
zqu(tlcfS86-i*&Ht^YHK_u#rTgLbaN!rrw18h7VzC-(w3_Wkd19VWhKvFO9Bd)+@$
z^hb3U+_s0V#5*1oJdyf`iO2ns?jntemwH?Lxj!QMw!Afo*Y)ia9|Ugv{FCQt*8W)H
zCClZG&yTc|azWb9?aVha%H;d^>w4hEzW@7l&k=9yd(Yu3;zwtR|LFeiRdBS}NxUGq
zZMPMOui!eww(~Z`>z+?{(_8(i#5-{vW$`bF`@ff$JVx^MpD*1*d?)w6*3Ky6O?i&p
zR@_%RfxFLBe9w!IQGYMbTWoua8!PqLn&)g~X{Rl46VHxSrC#nL{)?;68;?jBCw6*q
z{WF^5Mim#wGvg}h9&P+*b5@_{8@G~u9=OSOEBDK`yz_yZa+P8Kx}N$wsh{?h)YmP<
zuOBaV{O4m0h_5}6yMBiQH~s6AE`k@N|67Rr&%3^-9shg#9VSS=*YwM6{}A!*zJ8bR
zj_AL~=PY);(FC~h=hY;!^E&<MN_=z?!7H-71Bv_R@%L%}zkGgV<C#1$@8|ecft&a*
zDp1e0T!Z#sCSJaf;L<AaQ|QE-@_ei*_4B_g{&(RyVH)vL#Ebtdc3Km^3%JR*(;reU
z`+oSF)bIDC;N_^l*u{C{5$9-U9s8**?@g1$AOCx*cK|o}PCt|GT4_sL8N@sK_N|GN
z#m+-V>$#fisGmywRjv<LIYK-E+}K~?J8v9K-2dL)Hsb#GdqY#i&Kd5fsxaT0z)d^p
zG+z9v6%wK&@%{PhyMV37*J)=M*L8Lr7*G9;DWd-+?JuQ%Ea&%h;`^z;J681V`sWYo
z``14e-xEKx4~U;d7@vB;O?>?8z<tC^vc1{);+CnRf0pM<w!gOqZsIVH<*i0PU#7nQ
z{n8JBo9EZ|_hBN`Ur&8?QA*m5c-3iQ|4xpRsl@LGZv5ZF=bI&n4<SB<@0k=LK8JV%
zo|oG8S!BA{Z?s3^)0OeL8Mv|kalGJ_X(xyJBe*`9!2+xXZpO*yhBa_Clc>L!cG|IA
zb`GsPL+qDJ7Ja+U>_of{#{t`aX9G8Jo|Pu`ZhzO}0QI}f6x`amai-Y!KWBNKxc~cB
z;rB(q$?sz4DC6*N;MQjr$rarK@PV}Be{a0NEb;&GdJ<3jo>gt&CeHqT@euJCj?cEf
z)(}6YByP{sskqr<r*wY7Z9BP_xc~kCCy2+6kn%o5J7b7v^1P)L@$2S@egAs<PT;0q
zj&feu!?;DMpK&4GweTO>`GoqRWXbny;s=N?`me<2&5#iBb0y!08%w$VP5tMH`_BR1
zA>PwB->o9<KQH|Txbc6{eUdN2>t3<*B;WgaPG#Fb4d6z9JKwLnoBGYEU$>8x%huP+
z#Qonxf1h@C^F63KjN8Z5KhJu<miA8(?|HMtA&z+Q`Qm5YmviTPKk*0u6udU|)dJD?
zpFiA8{1(PJmHMv|pL0&^G$+0rxQRn{W5I2IOkODVH~P+Do+dtt-?wT?J1dBv<oj<n
z4(ExN=JSYqsh_k+?E9am-wHgLI$qJ3`dfZacj3+?yAV%qD)B_Kcdu`VhkWbRHj5?S
z9^CiY_)j4o%l9Gc(9Xxi{p-m~#1ptKvi<JJ5{c)z781|vIIfmoD*0xv6g-jkdlUD6
zAOBP03-~^Roo5Ry6Fd7jf7$t>3UUAU;-4a(<U7Y0Lfrp-x_!h?Mx-CLp`ZWyK=Qql
z>yRqM2M~X}QttMAfOsF@d+Zm8Cvd*A@vpyJ;`Zuk$@f3B-x9bPS8JY4caf6BKXCPV
z;}Ks_-|v6b55<oEcS4>ep2_zx@1U&@i7$Cc>Z=IxeZ&Xx{n8S|i?0y-@4hMeb&0np
zehZ)D*m@sLe9U~&x8=J2Be64+=L{LNlL@>GKYPU(>Nn$l;SrL1ft!BaiSJXjC4Pqb
z{_ok{u~Mm|Jbnk}9^fYa`!|Z8U1=wi_^7u9xB0FGZt_jwI<15Chx#+Q4lGT)(#N9T
zh2y84_wNO6@=fM*E*qbo)K85{J1G(tLsO|ghwp>gdO2coj$@^m@4r@w{dRoM&DPgo
z;^~}!D^mY!;HF&u^YAmo>$Bb7PW|{##C~P^FTF#lI>i0^pdrL-aQ{-9c2ZW0oh-)9
zwx3qOjXyg_N*u~jzn6>i#v?}2j{o}?Ro008`Tgs=+SYy>;>&#d=()t3&Jg`n=5dMm
z^6Cv-#Kx_`TCqQm?Z@i(CBDskAqZD>_b>k6EaE5lzKR_mihU~O^}mN)3%J`pxnHy6
z<QC%HFQ&VeEnZ-q=zo?e{+DOIj{!IFY+GOAxjiJro7DGzFMBWX4IEdk{X(CK{f68h
z+4-?1aAQB}`@U6k>JQ<(VC#J^@l>w=?f7$o_&lC>*?yG1Ue@hNBP5=74s8M4<lFRR
zDc3NTYbbCNw}zZwgjMP|?PR_ocFHq81viMDnh}XxG2#`08#|*yV&N|0U0r?Nc*IoN
zIlNx<9Y@I3v~%Nql5Z2H`IGw7D@wlj|Fqq!!bZv0e@-%uc=tckUA=0wznl1!Vv?_o
zTZPZXj{o~g?T8<HP4dljttmC0xc|B5Zi{m~vF-T`asTgrRNEx^CTtP=w*7P<?*G2t
zbl|2Q6P_0TJJFvF#OIY2{4vJo2iobzew|AF%3nynWB7gNIO1;+U*cPDe?<JDkHpX3
z)Q{OLc6xE&H-~r^;{J20k-&}rlMafXJwlRT4)L8FKdaHscG|gy?VrU`=ZRNaEB+)>
z|Nbw<pA)|MbT09Ae4b+K{Qz*|kN^2XXp7iU+=sTN{kw>F;`?<r-(JKo^1L^T`l~F?
z`N+okH{$#2OFOrAZu?67=}=3`HJ)}J0dD$NHp^@0!Rf%wK7H75u~XdUOZ`vyT%aj&
zXRFwW^_|N#B<_Fza18N7@nS!f^|haP<x}ad<qEWamUurtC#p{To^4XD`p2c-chXKb
z;O@9heOs>0#8deGu*L7&F8cm`$3)`(efM(U$@IZ1c2fT&pI@htEVD!G_v3hI>!mAj
z(@ttXCjQThl>|eme=J$>O0=___-vkg+wr{ZPO%eOC;E0=?Frn(!T-GG1od<Hy;OUS
zk+4hbOury@RxzGcfxGASd@gM5-%tI{1*KgTqMu!f*M3&)+)X>fi0}JI@LQ-q8MyH?
zcDdLoM|>Ue#+L*iK|Hcs^m`5$+_s0>#7A-eD=hx|L*nJxk8Y!#F~oEDeL6e8Y$fjh
z9#D&~B|Z&P#sAJBG4vX6<A2(A$<f;Rig*pa7k4f5Ext$ebB2n3D)IKf&F_7!=kFx9
zB>pz_I~J6D2NRF~M(ot(`ww>zZw1`6tFtXce~=@@AnH%4DgDm2|NX=xr^TN%+PP`3
z*!REZa1Zg#e9ytQ=cU9)a6e-07yMT2R4Xq2tf2j|#8>k9V+QdHz)gEQ!RINq9~Idr
zb`m+>+I*iNo_&v$t1ayeA%3gxc}MbhCO&_^st4eWfSdX~$oi_rq|Xo!O_8`+e?B1I
zlJ9Sirv7>2eYmb`OuXoRsjuXf5}*4*LR4{aDtSa>;KrW;^CVw8PG%85#Qn1M=K%3d
zTvywAsc}H;G~sjYYn5Et#QX5QYg;deh_B{4CzblQ9uzzNd94R<(+<}b6F=)ve+2cn
zbKWmS{Ac3+asH0)=_m8G^W96t{qIZ9Cw`XmyN$yJ;O1OCwnqauM-I2@C*r&LeX$7r
zaSn<9kKZBnV$WkM12^%1@@*-Xjpr=l{`VH1`a$&1^LK&T(*88!?RXw&{oHHy`JT_c
z)Q=n%JJWgoX2;=si8tW+Ktbw1OT5co@$*?nh}FPNy=?zb%4NsT9n{~$dB^sV3O}-a
zUMKqhqMdtzn>bvXA@;35t%*+=A-J_af_TPG!5^ca`-$i9JhKq-&=IjeiSJpJAzp@f
zagM7t{xgaH{E*bI&G#5^Q{Gj>#ee&It;K#4`)7)azWi0HH*lk0w1((kVtL=8eoBmJ
z+V#&N>UUox`c>&?<S6~;_ZiC*Z%Diy&tvU)@+$G}e4p0FX9Mvl&l@FrO6i})zW@7Z
zHHi=UOf+q~dWraM?(eLf)xb@8{l72q2k`+PNVyc_Q2dza`+py-5^&QVcAgi@wOHOq
ziLd@maJ$~fA^tJ<5f4&-CU7(Ux90jYiTFn9_vCzM>-{Wo|L?gq{YCtVixvNGr=7mQ
zO?k`Y6Mt+wpGN(4zH`Wv#HaQUeOtfIabxH2R}tVQ4*u_1cXIWy&)O;eyd9FXeW{;4
zM(nqu$%VxIznc;NtJoiMGTqgzO#RBl4}X)pT+dtlg6P}0jVIpjZfVc8Y3I2UVt-^U
z!P^p_O}r=PL2Kt6@kUD}-!;^4^PAY|#oy~lBtDC{|Mw@Wo)rBiT%X(ds3Y++1I4~=
zC%u51dR)0%;%WUEPyIcd_pP1%u0Each|;Gd-)TIzuR^XHasPYuYlxRxE&kZ{d=a?u
zXWT0B=P%kRbXx2?{GHpT#P0%b^!I!!`gVMHjQW#Sh<#hGx2Qjn>*qUZ=R@lIf7k9O
z;{NxIr~fYgZ00x+M>~g!`_Gr+&xpSN`zB8lKgaikZ=jtl;{M;+SV7$1o>Tr1`~L4q
z-A3I1`_kQs7vwts8Rpyltk_AcBJI|$!%q{h6DPPWZ;d}if5k+JbBT}`$|hc$=aZ?l
z|21*{@9GpgCw3g)I<pgT|L?c-Al||^?|%y1w1<w5i9i2gz88p>yg~4)#0#N;nQ`V6
z$1B^vS^zh8mM@WZwVL|fslRua*r`T*0r9T<{<5`mgm#Ko5j&lzA9G&p&pab|1xJXg
zz>Pmq#<K$TyAnUk_*5c3pSb^b&XX>P9sl>pMgceF8q!Ss?;InBwo$*w@98dJ{g1gQ
zcJlGusRZ+_1l-uEy<hy_M!Y`t8*p7}?POE`{7BKC%<?X${&p?6?bn4a8T)^~sslIi
zS;lh-YyTPI{`W<bFyR{gbt9#`)_xn{g+e7R|1Px6=~?O@JtX?phdsmx-68GY<{Rrc
zdHPx2#c?jg^4`M?ngBQc?Bn}sZHRwDysGb9<;wv3KU055j`&%YcH%<DADkO=UhYV|
zGI9U&rbfVxKks}ccA8UvCh$VoN0(XD&P9?~U!PF_9OK`R`c=YWC)IcE_ZV>FPiwC0
zictR*;{M+!d6RZt4M}?_N&VTxbGXj2^U(?7s~ERb>Zf9(;l_dQ3w0)53%DuoN!FvC
zulE!8|87`WE&BfRx1PjD_`aXG2Dr($IM0PzGT(jF_s8v?7_ol?_cd03IC1~)r7R$R
zi0j*-w11KKiX&2ww-L|IC-(j4Z&QIAKmGgVkEq{+`yf01>><9dnzVl#=Q6Qk=W&jc
zt(fnBh;O+^{P~RSXAE!?|Lt4{+WP(e|Do<pz$2^5yzz8{xC5esFzO)6sHkl!OLtlk
zd#i>tO?OPf;xZJKq|#k<k_uIorW-dz6bErZamQtFLkDq32N4l*!v#hibQne*Wsp%s
zg>e~W@cX^nx#ymH?yX9?`~N(DzxhPooI3X`@4g*{&#As-a{QSOmhty0ejcs!pQrG!
z{`C6_e}l#cOFI6zhsZo1`turw9Ix<G6@L9IWu1Sg@SO@jR{di}@7E|itfTy+!k?^h
z;Z-`%hKI^`!@Trag`W`QIeY|gx|ajqEck!2p4$%rCw}$z;Qg=Lb)IvcEB9jfeAUDB
zyXud6j;`lEg@=7+dLJ(1AGTiRd6bTySNJdQmGiOtx>(_FI$z*+KEG0U_@2na50v=_
zRnK{*&i@pJANd8D$MEfS3V*D|@$KGk1Dwuh<45Iuo~`pd@F1B#<nyN~eCieH^<Sd!
zF#h`$g}=u9>N@|yV1R_T2mEynL+l*ZDm?5rb-KdC{uS>~c;6$^bo3tzzw1ERm!0Rc
zA0hj_WJ1<&_<1_uw4Tt8yGY^T`w0K3@YiU6Gh6?vLu8(7RF8V0?zalK$vy?~KX&Q(
zFhA{W3SX;!OS3ONrtlff^PE+De#9f?yI~$+RpDX(mUk*V%&WOt;lEZtkDc4Y9wqZ1
zsD4qiM<xI#{F(Z^ob!`(J+IX9e|M{#^EY+VH|hA^lE7cQpZsC}N6Y-Tm*gG|KhIG3
zXFf0E57YTiJXFTttNuni|C<!PLgNv}w-3V)>3;84e6xM6Q~2#FXKkLh15W#zI8OHU
zm*uj~?<#y=^QQhm_w{3iUok1`e1q=m;K#)8eKX*+o{v6U<~RNS0)@XQh)Z6f@VnI?
zW$XVj&rkhzWgesVhaN8T-=Xsl=sHhR_|pS@@3nx_ey{$t%rmCruh8*_Yy9--3V-Sm
zGX8{fWIV(@|L0V|X<tVw-}{)3zh2?b9h3XDd%0iXJwKOoGa8xx8<}TH`CGrvbCJTY
zQa`HQ*M|YO-|A5Q$JcfI3XS6!ULA;sxM-c<)_f;fRZq`T75>``Wj!{3Tj81f_Q%OQ
zzg7RI-AmQrpG?nly~6KMd1~|jx5A&S`Kz|yGf_}R>pWfiV3<DnHHC-$XO{h~j6Y^S
zxfh%NXoZLGDVz#8-TS)N%J?hv@GemJ!&T2TeE5*g^S{b(4IloZ@LTU$!!sPG^E~uO
zS<gKhcd)qX7QpGd$NWyl@7D2W>G&|u@C8qhdA=RQaV}MOP4(4dbe?Z1yrg!4t@8;-
z$#)O^v+Va+9lu`TuYIK4*K-x0|6bt-ZV~u96n;72bT1*_{<^}$`qtko{I`J}_narn
zJTLlm8c$xX@LOLhaKq2fD?HS<t6;pep0{gViQ)Mh6(0IyzpU^lYh3<s^&B2>w9Ip>
zuE%I<R^bN*_<Xg(S8F`f@c+=ilX*ga(H4adDL$M0eWk*~zFz+XIN{05?v?v8Jp8hb
zzeo9`*+I7|JnZxK@F&Z9HvC1-)7H6F;Xk@b;KnE4r||t%-Wh-XFNKHiJ{<QHS!Y;J
z@qEDPUS9uHxxo|loG(}St%u6K9;xta6&}9(_Ctlg{p+&MpXm4pJypJY(Xj&mcZEM2
zaQbd2AHSsVjX^%fLywX1q2H;d@V6f=>$h|Gu)+_}e!Rx#ANw>~PfyPoE7s^r<R8xl
zoYr%z`p0bin-w0uk8`ua!#-fko-XrTr~K3K{DTS)>z8j)_zv|)nH_QXGi07o&39_(
zYM&1{;oGS4hYOa=A6~5Eue@B&c~r+=131O+zM*lt2Pym}9Uta5p1eZ78@@|*iNdc{
z{lxrWR{_rW{~f`T2kj>x_^yt>PUA#o-#zJ>GXI3iFFT)?D}2REWc}yrIzJ1z(YS*6
zAHUb}CmbN(wfUdYEAxl_XU<gk6>7iRcR#1_`_w+2)sOsE;qwoW`E3m+mt_8LC|()9
zU83+iwT|2P{4Idf`Sb;GlRxSB{godYy$|)t{6A3nW$XNj!XK;p$s=@~kMEc9M=g_e
z+B|;`INkf5!M*R)@yBRhjmh7)**q_n^Edd-3cpwRgW1>59FXsxuJX(Dx*ZA+>)+p@
z@cZ8^^V|A=sPLf$fg8X5t->$SxRvp}4TJLCWAxr1ujkMPoX+|3tuoIY3co_f-+E<w
zU*A#q&Fc5F{cc$)^MvnRP61B*A<V1)B9GUPdH>jNmCO^?>pdQDiqoC@I^kD_x6c8b
z=5PN*)@gXP!1H($>;Jq^$3I2$%IqAjRe0$4_@Tnzuu;Bi`#oTY)|vg!5rETrZdSeV
zNF8#T!e1K1@qf(oppV?=1rH4$?$hyMe!`a3ay~EHU-o;0&VN4O^xZ2p?sJsFzo_uA
zKik8eCF}o0z|Wt^aP$q<dR5a)pA9(8-=lpJuGIOztK$zoK-P1c!k0Z;#^3lVf!n?|
z0#5jL*Y&brllxOT{toqT*g3yb$A|HSs}+7*kIeri{qFa4o*(?X!0nD6ajdN8<0>DG
z9%~9e=D%e8^K_nH0Z!`->l`2Y9GNG4Ppu3%jbHZwnaA|cb98*@7kZb%PYU96|EBQk
z)L(7!roSruxj&Qn?L3>u$$EaQ{NYGl|Hl<Rq;)Hs6#gxRUl7QVzk_1T_p5Qhtvdci
zfK#5>8hwBKV1=IpIPLe&Z^}KMtME&8p733#s}&yR3mvvb=ILD}`x?}FHULiR3FG)L
zRe1Og;3svSk9|ni^Mz$H(H|B5lGA1WA1eI0Yi0g0j`k*nhkf$DrSPy`<^k(up6{t1
zWq3QJ@C)^wGLuKIQFxfI^(}=z{T;H-lk^<+TQBnusejVud8Wd{KE3~`@UZS?%?3H=
zxBhw!&pf?cKJWs->72v&(O#<Xw<^6HuIu@f!o&U&%gQp(Dfh|z+jRVDzzI)YeY4!l
zgH_KN)$!j~e)0?*e~rRFqW!N7|KGGx=08v2PuB7GD?EJn>e}OF{N<XzXMBGD69gXC
zDO{xRU4fqPWrd%<O!)u#`rU(uWuE<&znMJRtngo`-DLcvq44|flKVBjbfv<>y7)U4
zJ{9<NPu?WoJw){%(+A$F@KC-y_Cz`V@IC7x!0Fz@ezT`4JoGcXSm9y*{0#~}J<#`#
z*(~#ibTp~(xA&yw=>-Z8`__I`;bFh@`xGAbAsIMHzWXPQkJ$M%0Vg~>_S1rgh7Ye(
z`2HUgxZ&Fu6#mO+%YFT$-ur*({9_vTH~ILeE%M#c%`)EN3pXqL<_`+It@Au>tBn8k
zq4HhBhjE1;ulmLbI{qyR58wU#1>m%=aGehxk@@dZz1`MxrozMib)Qi9i#{Ohw0wXg
zo+tB!^;6pw{-f(;{9|>U9|4@!^V65fzJ9Ls{xcna!AWxOr|I~|j_SQk$~-2gjsyJQ
zp5Oh|-XqrGJ)3yE{af<ScK}ZKe7Ewe$LXK$Fu3OH+WEh5Ovd+Vo{#PKH3|>&ZN8%L
zCuv;uX*&M{#$}$-17%-FDg1c~|LB2o4)WhUJzoNx&gTlXYu=*cf2iZXcDRf*Ir5B?
zW&RTazvVfA(>!6H`HOY@^ZvMoXTDMA|Ej`6ezp7*ng3H;W&OK!{CNuRd!^iqt>*`T
z(|7N9i>&iWI{r60eq&q4uTc1dPL=sjQTxd3tm73P_6xd5;bH&hPb&Oi#b=x6=L$dV
z<MLgjqbHpvddrCFErxH;2b}Qa=`WM<M(^(doc0ygwOzw--Hi8-AL={@A1vo!^5|*L
zm-)lIg%1EucIC}#SMINKeL=@RM)gly|IiC)J=y<U3^=X-l!N5EHs&V^f0O2;+W9>4
zg))A_EwW#WC!P*C?e~q}mw8^YT)wqS$A|r3f3EQG{jX&&61(gZ7YqIzs!RSGz-gVk
zZ<Ozvf96z$-}iQbn?K|g3J?4BU9a#kPwW>8KP1q5pY`|h-CN!w^V>O`ukd4EFL0>A
z{GSgh{2`wbIM@{b=OL%d`P}#{IiEK#7kCM9+SiSG?{@yLR(SZX-#|s?dDJGE-}Lqu
z08aB9uJ^S@rtf*P!XNix8UJ2||54{T{duyU`*l4>pCR*K^bi?u`pJ5QA9JR_SLyh(
z0q1*BJ=5;xy*yq&=KbRfI{t$ir?c}sq$=}-@wM#=zwm*wPK!JLqr$`flfO{-aY0<{
zVG}a{YyPx`SMy<A(|U!6{_rN?b{F3Adp@t@Lx1wWD17_B==tc64xE(lhIRd8fRq2>
z$Ttd}AEe`_b^Ip+J^zaee~Hqy-TM=#Wd2o(KgNH4rtlXH$o%HV=&Q;2Fpu#<g-`2v
zlfQQ>{2OP>zOK}DK4Ch3K05%XeZBDw^4-Vi_*Vf=c=CAlqYfziiwZwq{k@M;_%9XS
z7u171a+}QaTa6d@>-Z|*#DA{&h~SCImw!<BW!DINi;jPf!asDHz)kL4t@DTV`}gbk
z@yE${vtJI~F6#;FQ?@Dm`XE03IfaM)_K&Q~Ja1I_ZtLF+IPL4sntXR$*Z*=IANHSo
zH;>mr-aoF_@uQlLVS4QTXUca!5cuC-rSLm9%RL^cb6o{Et>@;3;KL^s{x3TI4E0Z1
zoao3MGJhB!sR16Nub1oipB^LMHT(22GcwQZYJVA?j4C{gcf1mCTIVk{AN68g=O=Xh
z|EM2wO5q30%KV`}_Q?tl`PIu59@cGr4Di^#uGjIQzw6{V`R<c7FYXv!&)XCp_9wYk
z;bC8nhc#rLP+vM);Rhcs_+xba8iik_dBw)({|#_DxA5J`-z)r{kI6j7e^$)Pcf<Dr
zKCJLCPVr5JUwW9_?-Q5FhEF?7=6Q+A1)Ki@z}Zh5)Nj5Qa9ZcLuaNZ&>ABsg^W5Dh
z^BW#MtSR%iRi8Bf_R$It`{!&1Ja&(>IzH@A@_U6JqWii~*Yk>2e4fhyCw_Rq4MInD
zFW*!6t$$g=Gi=s*9^97kp*~+xcvJI;HtG1!Dm;8w=njRSqjgE<XL$I6%>O-&+nPN)
zrtno;<UDIS|Ca$jQvbLAk6Uzn_|ESUJ7xZnLu4Macb*M6-Q!gk$vv8#b-IqfJ<z+Z
zR`|0u-fH^BL(Z0Yj(e7z=N84Q5rv0+;CCqei2suBerUPu;$?u-y@c<QT&wV~uJF)Z
zGCtHF%7D|pK5>$)=kN89Ua8~5zEy*}<9PBsh9ke|X|m4G>b`aXPV0P;@=3E7zNqlK
z9xCIn*Y9pPN5+SJd$s{i>%2kz-iPV<b9MX%<qu~m{6>X;<__7H$*IF%Ec2i79)XYQ
z_)`I=`NQ{W&(ZN=zw}Qkd{*sxoB#h59`-vr{U!3<u)odw0FTk{jSPQy&k0YIbs8V|
zvCb3rZP@rynLm6-=KX-vzBbLsIU8MkOUH+CuDcX|<N-3?^s(o>Oy(bbw7^Z?%>Yh$
z;Gb7}^Fex^uK=9Bd){d>-t?At=sf4$FZ&wN@we*u6)R+XX_@@te-(br*V5m8#LHzp
z;d>TGD?E&g{k_6_N<!DB&%aLLpHctMr*u8PQTWfkD(k#l*R$eW`EHoMclav=-qw0d
zv+qt)c=!&{y8x&23EwgQf{qXSCjC<3qpEKk|LH$Zz8li@gu<`Y{36@$Clwz0+3r#J
zN$L+VJeho@%pc~>eg<$_fB3HVcXWJM5B|LKWuCCV`pXp_zT5smg;)Pi&foa(7XXjZ
z%S}4|&kvOQHNW~%uafVEaq|hlWAnU3$3IT}BzA5$D?IGybGyRBe&A=kTE2VdJ7xWb
z4{rjT&h5?v1^!CKw}UPa__5Q1=Qk~vKdc6v{3kyM{3j!T6JK4f@z#>g^IpJ754r9l
zIR}%QpVRR-tDbN8b1&eup0NJnk*|rLPl@3V@A=V>WSvkK`9GT#{)eZ^zD(cV2{^6u
znnPv0$?Fg2%>M<QXZwvZ{?Pqo{#$gOFs^rxj_>`|8Xh>U=eGYp$af#Bdbq5rr)MMJ
zwBN9fcv|5<R(@-^@m7V0@5z2r=Re^vS*P*IUn_j>cKM>sbIOIXp3oouNx*46PbtYf
zMt8U9_{Tg_;D-OpUn}!`N9)TBKQ}4->Z|0t7s;{p+^_I3zx42nWS&oHyw&CzQTQ$U
z$#?%|nM`z*!Y@>~>3jRXPS(G1tBfDk?>-T5y7!G5?|7cVSLyf*KP}^pF2;0x$Y(yF
z@Na0IkJ0t5I?urm)pOQ$9`t(o?)%igWODh13jaosH?mXVA3jm&WwoyJ-3ouF>JMf|
z{~mC=Qyt3xc=#K{Z-2AOLHpYwfYUkr`9RsP$<1lNWAmJ^<3Fl(e763tEBpra_kKk`
z@W409{NcOvM=E@s#?g+_@v{oQ^eEY{`9=Rp;kW62?H>2LSmqDkGaUdtw*C`z{3V))
z{4o9Qn8JIP$vGUR_jUA}1b==T(A_BDbZ(n2misk4xk%ynDIYsg=l_htPq}vuL+sq{
z1f2NceBkHV@69rQ80Q^Qc=&GPxe5>a0RK+mFAnOn)?Om>-*l<0-~5@EDLllhKPx<p
zqh0kDnWuS!%wzjH_N@XB>&g#$o4~Icmisk)yIA3&fAU7aiT@mRrrb+O@8vGQ`P|gM
zZGMdX-!Aiq^=>av_}sf?o%iUyT&nOt1$imA0Z!lj#Eg9RH9G!)cL@Bh-wS+1;ZFpd
z@ZsQJ%lr@4b>67(u<qai@09URQ9IG_XGq~;KcabsZ`vg1CSU34xgBs?XV_2ak2*f|
z8yx;F8Gqr&Wc_yjO~7gWq5rdVslXqs_+$5bA>j1gk^hr<PSta`oZ<Q}-anSVTjmMh
z2Ye3TG|#u+EAy=1PkwZkjt~2JUZ?Od{&mQEWd7ftD<?Cd-yT!==JyHQ<j98<{(Y?{
zGX3Npz+-&lneUbP!}{@Ag?~%=)xrARD-|C0w|U_EWS+2Z%moVn!$EQmcFtc?_>&Yr
z%})O-;IVZ+{vYK$5BXb}=ef&dL2Ce~`<*{P;N};4Esxhld;j>bjt}!jexmR{1$xU7
zm&Mn!25|cBe`$TtG5U@7D||xrPg~DTJP+#MpCk8W{TLtcewk;T+Ua&aFH(5uxA~O9
zS83gf&3~K1@B3~VPY(Kk%)h_#?W1&^F9e+MGwhQyr{jNmc>2C>RQPKiE^wRYAs>|a
z?@)V3{@T;?Mums(Q{1TV{XZ+~wDmvZLo!b|ejDJl&NW|=nculwHt=$VhwrESQ0KY(
zKV*L6SK}X+`Tt4f+Oc{L|E%!y9w76ZzVzhFW&A&Ayx!=mrSLP<e`x!?7;swWeZN`5
zGp|@CANYWdf0o8gY@UD9@#j55X1GGv^FIoo-e1;l{+5G2BJ+p!BQF4)`SS;4yy=JU
zQTS^#@AoL3{|1F0uuQ&d>pA43GEev(aaG}A9c%wT$@m{HmwD{FX9Lc7^+$mpuiw2?
z;V=1|z%B3Y3xJa!<MP0dag)w}`4J))uGD#|SIBptuX?8Gjqg(U&6?l%bsc}m$7KAA
zekbQ+dhGFlGhPMtn-dBT`<yK3Jh!NwYjpZPh5sbTGx@o~PYdYipetoPXB;5=dh#+^
z=&1@n<^+M8es!M0uf0juZ{PhG;I#fTu9x%Nsr&t!j(?^02e$F+J}%>r)41@(I{r++
z34flZ=VS8Xb2|Q-Vfn7f!C&h5A3R#VYxwiTPslu<QMqq+?skP=cC_rv@bL2rKVS1p
zU##mH`J~KqsK$wG{QDIi_St*pr(|ERSG~pjs9OPNdpw8>)B$ICq5gBjhf5TGy~ZDn
zFMV6*5Bt*GqvON(#UB4@ng80r4!uy}?|Y)0Lsj?tb%kH1`Q*lbj{c0yvs2H<&iRdi
z)4kt(qMZNj%VeVO15W$BIncL%rSqH-$csmRR_0%!eAxU0F9JL!f9G_3_&)D<6&~hY
zKk_P>=ZxMpx>Nbb3jwF|58q{em%_t${l3lf!2f)n?Dv_v-#_d49}LNP8ooX6b29%e
zm!;|D9SZ-M){`2)`ijECx}*nuUgkMZ`SwxEW&Ot~{NRA!o(DMH%K@5aWpwv`hNq5z
z|K-a%{)iXKI>GkkKmRP>{gn0%7*+73!ZUe{3g7%znaBK2Ujv-h6ZX})RpHluL(bF2
z-=p({^(m#RWj%dCJ;<v7r}@uS{$TR-lL{X_Qsy_i=0`fuC$-Mn@cAiUka<4v85#d}
zJ%^J4Cp`J7`UmWOKcMg{uao^+T<k9j59RXV*T_5<sXy~9J<n4VeyQ4Pc3*cY{QtCH
zkn!P_UzBye=4x5zBXpiq0jG67=n(=p+WCOOLp$Yb3J>dcf35J5zpmk#&9C*aYi0hY
zYkiIB;V)G9xYi$;{`pbB>0VxRiL3|iEdI~G>-f_jnO^4uz9jQ+{g#}k-OEOWpBwP8
zD-<5q&)y9<efPkp$^4dw@c8Rw{_y>~V-+6uM}3dNTi=oOY?bBr9PnkCC#<u60^s!B
zUB8m=-nd+Tuu;dqK;y+n={#@K@we(depTV0Q~1jclJEA|x#>I~x<TM(&mMfetY<{?
zGj0A;75-(-qp<V5QsH6#>TeW&y2^LMt0#U%=0E?H@?D!}8{o9xW3Q6^+IL^6<3qmp
zEx<`G931!)ey-y~efx1Y$o$v8Ugo#FuPuNRo*%zl;AXGwRCw6`{5=W}`>@@n@GuYU
z(O;GMuh+P<(ffeHFAMD1vlSlpKl}vXu{_?->G+rFy@=H4>A4qhI?r1^BKvA6K0Ntr
zvYvm_ym~wT?Fzr@4RSB$AN~a3M*BJi|Kmm-ANKPc|GLZ{zO!?y!o&QuzbgFDRkCu+
zFWvkNndeTmYYcxbQ~0;<S;OnF_5YK?!+gkpRe0EM`R~3d^WXItIUnPb6@_ouPvB+U
z^py&K-<RclHYog7!0CM6*t<p{@{hmh_&Yu#<8A)qZj^hOm=U<?V^zQj55v9|uh#L~
zFPHV)qF;F*!&9H+fBA#X^DMRF%wP1TZ^iHN!+_IwzyEDnkMZGq6dvYj9QAD(KXQ$X
zxAWftcnnW2$br9K=ea`dYy0h&a>oCe;phje{LRku=<mpS!ai3QEBu`Y$hrMYk80?<
z@paY!r*qg}^H^+Op9P%kxa$Ht?mIgEW~I9wI{%|@lKUN9Dd)3A;m-z~=0E#m>2te4
z;Xiw{tkdM(4-_802YTwwGS5AlA7c9L<qALI|JLvqZT<HuJbZul;r}A@+^zjI?EGH~
zIPs0!x5#>opWLM5AEJ7N>6u4<PsWGua`ppG`@Kr*tp@ZQUZU`MjXT>tepBILKZoVt
zmwCebodcZKdD+Rb&XbqP2i~FM!+vg`R`^FBDmyYf|Gm!h{@=;Dy+hZz{|{vTqaG&r
z_0{F_hZ7jCgS>yd5OCUWh;PgPRp96Ux6HG9Kl#!76+U{Htl#9$e=GcnFO~78$F96Z
z=Gm-v&Fl2r?^5`)bYFJPzfySkUhpA5lzGBD%oi&>>~sDWg@=8Cu2cBUYJZtO|5k<n
zY?+*MpWe$6Ka%hEsQqsE`9{F$9#@v-9G<D;zo6rvt#!UO{?7`3=KrqY6EHta@4wMJ
z+5emXINeK_PkWZa4>(-DYkKK*3J>dr54lz5xlR3V_N`|qJnU=wjDMH$;rj(=D177H
za=)fe-UT?F!?Aym^~~v39&($^Gq3e}_T5biA2?9PAEo0jQFz!d<rct6U;2dRT^rx{
zla9YZ{TO!6eg7ff4f)S!6@IPybBquC5pY`nlP-|;tX?h)8v3!!^G@~in_r@#@Cz0H
zjSrl!@US1tXB8gSb^aP~+E-7IpYXt+DExJThek(70B&dKW6N^@Cp@`D^<g`QmnuB$
zr}2cJ%6_l<ciHdLm&t6;0-WY~nfg8KTNf+*)xTfE1BdnFUsrheK1ky~Wu607KAIdq
z7jQb~8&8w(o~GaZh{Df*g21oS`EOGA{f7y@nLq8nb^g#Ud(h8h{^d`S@wWbcz-eF0
z{~~Z(&r1~kFzrih=XSHsbHMLqJs0SD?$Yr$X+D2b;V=BT%zwAmjqXzTcNPBaf0pkW
zp8QtfVSM?7+x6Z9|JWIT)B3;nC|Qr;{{=d}SLwp?_Al4*Vg2mO{!8Y0$ZhHKxdCuH
zD_uJO<HtGhKkGdAsa<U6w(gGjJSPKA>ks?he@WqQ59&UCs_^jrtiygG^MvoI4J$l+
zhjdQi8y_U+X7cNgfD;~uamkT8W&W`5^p$|e&gYgK`0sU|Fi!pA|Caf~cVI77_?o8)
zz1#g>ukhQ|4^Y+1dGIe~{X6TjuPYS(WWed1!*@T|Df}9(C%Q++U!d@J2K9QEEBxac
z2Q+%QU*X@oMewIj=h^Zr`R@Iie`R*!>l7aL?fj;~!~VTLRQT=6SIy7!q`PGP@LkAh
zh2Q%sS&!l2`xPF(i+YE`!~PPF{k5ED*q3z-a5~R3HSf{RVMgKi=zZCDZ&3KP_pRZR
zF?sR7Jii{6_m9Kwj^ou<!1=p>lzjnR`9JSg_}F~{H~IT>g^yn?@VDtV`hKJL@<oBa
zLgBj={$2IEn*Q@Cg^&MP##^1vy$XM0AQy&zE9Z9UG8z9BoqqywTK{%EAB!X0r0^pS
z6udQl_&+*NU$4Obpz}QAck%N%hvCS(dz_4a)-w6Q>vP8c9B^9Cm$WX%<muz?k@bgl
zMty+O_^|KpivcHjeQqGH-=gC$)I2ny;+~$b>HJ|{)?ak|T>+k~xL3ZrbC;awqxBrN
zDm;8w{S68a<6l<;PW<h<U&#4<P3QTJ!hh7ah9Uh2$REC^^E{+S#+$$5euZDA{k81A
zp71}i&QSiYQTT&2?q+<TsqkY)<YX*9_|FOt`!${Mds_cPd(J&Z)+wv(>6r$c?&bbZ
z%lVwCf4GguqyN~|vi`3s{5~Cjq{^wI6#k4q$UIHepAG+aDSYT0nZH-Ze_Y|$-oJ(+
zwy)b1{_5Yz_^0dm=l@a8f8=Yjp1I}nhqDxZ@cRY+?)?P*A;4*0S8M#Vr1Shl;bGnD
z{(qA3cPpM4|JkDO0}hmPHvRUk3cvFoWSutt8wwBm13dMAW&R)CyM|ZtzGbqYd4=D-
zAoCoq>%0VTqKlgYJ>=7X6CPf1wd~i<`CoOO9<5U_e0cPq<-4b8ywcV=rtq+D*qapI
zr+Ms0>3VJjoW6V6N94PPx6A(`^N0P7k5hQqpZo%YA1d>hzv~Bp^S*lI91hd({#wWX
ztNI6Q{TuF+@AjzQ$^7T%C_L<=(lc3|nW=1>ZOm0#?P{~#Gudpn+6&XuD<*p?l}+nM
zE1QSM#w(ScsamtPt=?+anw9o!Wpbu5S8Me|K$Xf=qq1$LF;ShVOtl-$R;9YIt7oz?
zJ3muv*QQpi>Ko|A%#lHr>H1u~Qf)S?yDPQ1c5`>nbhA2Jt4uA-&hExfynm};WIHu<
zTWxN|<otY3<ppEy&85}z_1a|Z?0TzKnQY9p+RcT@w)|<RQmHrS*E+Hv+iy%(u~1C6
zO@J%w+vXb08vbRVRH0*O*C+Xl_3BLh9Q+#&t2#GTnX1Xm^zXg(I>v8VU8!uFTc}L#
z+O@e4zn!X0R~Kg56?|exWxg>}pWI#UsT{v~>$<g@G4sMiWw<h1t<T}7FW6kd+P1Z~
zH*3|YN_Dbb-&w27?=1KAW})q7&zY^p9QLbw-ZHQW|Gv32IN6x0jbMN6@y5yH8;8ng
z(xUW_L-p4B2F|rHvwnNEi7(WeWn8lRd*1^8Zmiv`&uuI39v$)jxN^F_Ys<oHty!Pk
zjPshQl}9GWdMo((=29PyXmZDf+I)L^g^tiZh}F!svAfom+S!}ybNI=LlVc_Njg9ET
zInUCe*2-HqCx6zzuN=iu)S9K<>eSTw#_TMRg2(h#wv1IuD-|>{Q=P2w-^wK%|Hx>0
zeEj*9jVEteKR&#53osXFE8knab)mVprnDUlZL76U!49Tm;uCATTji0lc7LnZ9v*9r
zwFhQutrq@Qd8|tRjoY`)5AN8qFf-!;`g*4p=7A#Bc1`X8^DgkA%_hI<TkQs|otqkI
z)^IPuXz$K3WsOmS$JM6vZYOXNBWI4J?xJsHvo=$!wrVn`jny^ys4%1hQ=grruj<wY
z`A6#q%DAT0{J+O{&)3SGuE+gs^h97*ccV89ly?@4JdsgfCZ1`RJ5B5lubtIlxMIMn
z;knW3+_u_qy<RR)OpRB@nJO}WJ+tVqyLJ`*wZ7Z`>kGE{%Pb8tRqw1d+x3Z=+IXY;
zL-(f{Xb}zOAElvt?{I5)u3g*Ktj?6DJggirQqOQ0pqe+%v4n73FHyFKL#6(mg#F_U
zMcG{ix6GFu{$TfFe=s$1X6{dP`$MgEb8dd3xkFhM(WQ}d=5L)Q>+97WK5wA`!6^IO
z5*|a}SbO(OZR*r!9qhU^csBiWEs02`E1)Q7Oz^uSeU(yk4K2*o=cb6I=HI&Rtu!Qy
zz!GcK*}bxq$c&3vP+$MLh5Af;Z?7tM+HRI+6ygMeoKrUf!6fMB`Yf~>UxKcht?oJ*
z1h;ZvZEHhg0R)~=A55MMZLC$>3(Z<<eP4Mew55%sYfmay%3C&&1Y|`{|F>!%TQ_bT
zD}!6DUAMVRBT^a_NZSX9W?0$q{4HxwLR<@<9BU7@A*^b{n?_{grCw4hL<pA0+NA+g
zeWoB)+O=WGnsT|kzBD{K)>j!DsO&74w~kk~3bPzPMJEA<CMdRQBXpETlQbqn#J-Vg
zd;8kvHYg%<?e!(%(5;@SYP+h+E3d3ns%)s8wNR@}K$;E9%&JPPE;pNv=J4EfgXM7_
z*5pRlp`l_*oE<pqSbOEp8hxFFxJd3&U*)9A<n|ggxtZErdDdraLV-i;p?s3^v_YrA
zIrLRd;dx{+Zn6!0Npy~-m5B!0ZdU7UXbbpYyVPG9ov7eAYLz)Cb$|@aSL@B;6J<le
z7t3S)biU<Ptdll&509<HzwaC!8>)<qCmNUh3K+r%=Z>{^b7Nb5lFuet*x(c$;;`PY
z@)%kgpIToH#|6a;`<mP_EWq;44fD8EK0xNlrogR+l7y3i5)K5N;_tNNpvT%nwoSdM
z%*Jfrgf~DUoJ?<J3`jNEF14Uz4H8JTEUb(c2vB(lmsM*50Z1FmoFztJm8C&g4H(p}
zRkpLH=^rg)oi8H$Yjab!=)UA~AoyDC3UOyLB063Z9Ujhq1Q?dHs+4#q_RQy*7#5}e
zx!TzkhctFUiE`^9d3gv7q$0ANrUBW?t;$ZLzp*RsBYX!xsWoAU%vR?s)iz&tnYGb<
zc5y=0>jaAm6lwoD`mww`^eI(B^av2DTwVzi1^N?M(<<UixS3Ukl-|XzB19{=c>G<F
z9}^5#gatXg$YVpq4o8TjjP>BhIXokQ6RUDOrnRy<KTo&`hBUio&GDOu*R4P8v`YVq
z0lIP3jaXY4RwR`pj_=YA$Eg*LsR@grIrDKbg4Aw8PZjs(8~{C(S2Gb2e;CFUY@&Mr
zbSF3$F%(aqE)DTUpge-~{oRm3*q_>@(C?zI;zYg+Fw!Zg!b&b8<%XeWMb}RvtqgG{
zqmvtA(c`#%0%sv3ynn2{YP!)pyV{%@9*yxR7>mHCQ5F%++H3<<2rCX=n7K(v1DxAH
zo2)ARa;Y*-^0-1D7~VYFTi&ZnPNc$6z0qP>HUJBEnrNlJG7Qkh+4l5Ibz4h(0$B7u
z;_Iu3DK#3(7Gu|&7Fa%gLFf(2O|`J<F}Q~2cSE9An=siYK|K&J8T!E&x*|u6I;qk+
z8*Gx)kurT&ZzhKoM0u}UZD|1On}8b*?zV(|FNyHRS`#3q<Obsk$A}_$DWziJha_#q
z(?wbZX&JcO)wQ`Ql+j9kdib<f6UtJB9b&`7TX4c9{F|yFkgGHEwdU}+VQaZOxRbpa
zI~9FLfypCdYnOCbj$Wa|;qYs1)|AR4#82h$3)poBzC?0*c9z)yP@uQMEQdK%C^}1n
zfofCUMEpF>z92c^$AfdPaW-j>aPvVsfhr2D%b?te`PZB$MFKewu{ltwkbzfkv(K_N
zRbd8FpT-f@c1^-nSE*(-hwN5x;ieCO506)%R^o<7$JvVq4hF?;2A;j)NgPs%NC_G%
z>#&ogiA|P42;dOlhU7tQv2qV&z*J@M_|dTmVq};Q^AQ&fj{^Ict<Mdg33U~phW=;w
zx-|Lf=$~16LVzW>z9zw6n;V;rS=LU0<Gq#D<Bc7)Id)wEn>t{Dr*sVmcON25UkNsj
z+WTX$7G`Sf0Z@_Cs*aH)&mP54Wdr$}i3%5`U-W~%h-`P_2v-@MWyOWraVZmw_<P)v
zBR)(@GcH(ps>ku!@hR2{aUVW9Ph|&nIGs!!qeL&PZ<<xH9j<6XV6s3U$v{4(h)cf$
zt3vJ2;jQFd9otYD#_{7n_-0Ir<4+fG1^nG?nDJAH&oQmQ!Joa45_<&_0wZa{cAHR|
z83cN+W(sAP1>t>JXloUb7c;IFX@ikZ_Ejn%X~+cDFGh6k1d}~1BsLAcxFs15CS2;L
zf8}TgD-ZfTp@*{VbwjV<B7@Ujqtej!DxwJNi{IF2vc{EiLecVZT`4mo-}qLyBmF3!
z=@stMsllO~&Jk$D&4?OUWT+8UQ<J99>=rTVY3cbS)SWA&k6j_G$%!*0(RE|)hdr?5
z1}6}?o0B`uKW5O6uZOpY>_Ad!IR>Qa@@iMlFSNFc!H9{Bahq2q<cSf<qn?K3f{Psz
zgJ4Leb+8Hs^v|eXScg-w;2Ocg`n%T@7z4z2lFM9}dLtjs6Wne!^P9^v`s2m9uZR&R
za-Ixz!R8q8me_qftZv^JsYY3eX#hSRbyQNKGX;7|%1nUJK)h^qWtg1O^)`4ZWP^Ej
zT>Q)kkhhoXu<h^TohqYRI}N7CtZM7r7$V9Xi}XF`I0;}2m@Cv7Q(4J|GMVTT^d^jq
zi$r0#6$C3QlVqw5lbRz&8c8s49M42M4cvGW*zbmU(tXH^gR+Aa%vN{6+d{^kud5l?
zHkB<`n&312Y5Bw4j^zvAH=mpM*y_8S8!({i=-n9>q;4P<8d&_{<K%J!rXV=B#RZ>Z
z_CI+ubL{_oZl_nPZcWc`%Bs?cdNC6>aEgHQxfPp%StoI!<ETYGgs4NX<vAgfJLww$
zno<y+5)lZO5eQ!2m|2*eBgJvFE<DY5FXTBd3j7Q3kUIZ@x#x4q&72Sc>ggHhA}jk&
zi~%S9g6<fB=RIYg2X?)AqQw3f_1(k`U7`@@-4o9`Nx2dt<xU+Cu3V~QJe}Pw&1~%i
z`)X$mj}Uh=@rVBn@kZY*PYCj^f@a6L5Q)c8?4)vH9ItdvU$e3>O9#YEJJ<T)Tq9wO
z?`{~MoB_6y7eo_erspfu^SzbU{N#-DOc4v4p6A%jC{7r30WAfRlXwYEGP)w#S4xwh
zZ_-|u@X22LBpVqZqruRwwKx+iZyA9f>KUGb%=;nkNdI4qqfwkE?O1o0Gh0@jby8fk
z12c#+w_OUOCUh!E&;-)1FvNpvSl<V8h!)H~zVa~sAKTbw1wowPa>;=@JglMx*VI=b
znZK)|&dk$V^R!DCNylRt{TpLMA|FbtSXvINt+1}zstwFRaH@%#Rsj>n<Q=XF3z%9b
zRVZG8fDOg$kPYTX5tykb6Z9c`Md>Oh&(-N4<<?|%zBWc-DEK_faE10(2H7YtkCMA?
zpfbw2E@O?ER=FOUOKHOBC7XNe#F+>ir6x)?9R!{RScx<@FlRWK^i`qZgeC~e_Urs?
z3GL^^YfSQ_7!O(M%5>7|0(*30>IiN(u8kxHx_LeGmlWZN9Z(TAYnsT(ZQq5N4&Ocn
zCdbN^;Z2w!Yh859Qudgku-t*(0k_;tZ5QwjIW6<sk$p7-jyOACZK^N5P;_@VCDJ88
zik@u?_SKkg!7w4(!iQTe=JyZ-@Xo9w$Jp3<@`eE|eE}Ye4|MVEq5#5LPrz^SwR!U8
z&L9I4K0|Rplb~7&GM;ZYl>xM1tweoPNCScsq|h$`s#SLfyAqlHJj{&9K_c~*i^%}V
z5>-KHJfK{%8r1o;sF1NAQA|ETV%w(c+LvV-fM>{e@<(*cE`V&=MW-c-aD+qC*^@>u
z@v=R^TM`G*Nr|ANUNi}x%Sv*ULh~YlHRkNSthPO|ACARPE&&I`Mhu0F)n<{#!<ir;
zzC><jcNWN`QlH2qIQc0pHYJ3Rd_sCq9RZ}#sf_%=I#Q;5+T<{ak@z=EUC<j&2V!VA
zsbNTQMPh@OdqL^d>>_0)%_$SOepr*~5CESs>q()ao_9g;?I!d(ME+w|k?<+nxOW9n
zvW;uJq9d_GXsnIUfowNX0z56k=~YmYahe%@j5TDA9Z0@_qg0tQ!xyk_yJea$JcV#2
zSu?LZK#o^ag9`k}#ximi!UV=yIE4h}9q``4@j%%aB4wj8Q=gcuOtuy{|32X`tAX(@
z-H-C^C>6VeDBA`}YDdr%R<{x;(}BmBm&7$wo`sB-ZGY{Kte8&7oimQa6-)8Ai%YnB
z&i&Z+k!A;^!6&=PIU3}IqjiJG{x2abpzvxPs*+bxkrKZMeNa42sNl(>QyF(;2f!c$
z!jStZa6a*g1->WBl1h9}I%7J60)Z%Bnm|!v2Ey(o$Ei0@^p?r)2ESR^L{UUz7PSkL
zrq@WMp}Gx$ht#i4lg?Z+G{TYb3Y;N`g{-ZRq1l?72jgu|D|@Z<t>{}Z2y|PFyDVWY
zS(3)#1bl$ZD^XDdt4qBSh$00@xfKOP65^n%4)2JWHCUY`*@NG>Qh>=BI@lJFi$0J~
z<au1#H?9XNn}|aPiZm_AKk#bbFkO^M)$Fk|mxqHAXztW9Q8fB@rt+}G;PNPauTl_J
zjT}pyEK>5=H`A?AK}SH=tQZwBbs0K~MfPwyjsqZOfbWrM${x4`PM_y6TSTtAQF%#c
zOXD9LlbT<!GzP-Vz*D7)m#?lzB`+z=^D`1rSUi3WIY$_hT+NvlE(Osd+!c@`F$+Ab
z0Csob%;)Q#X`D>~&Bg+yutoL^*FVmi5`9hiRrF1`CMvDK_K>UCYD|;00v0l=YOo-&
z=fJnDVpC5Q%TXGXBrrqNs9UZCxFuGLGZrgcGC!E_I-4^~q1n($zNwt{>)}K;;ZO<_
zcQ$PS!=eH-=MA(t$arNF<OI2k#2*~V;DM8lBN<!4wUuS2bEa|_8R@jdYYSy{#1F!u
z{=~n5l{?fBbp(8Ot22Z46|sh_3Vu0|C*)TIhdt&4DV?mSOEMwrTXIw_CxY(NR0w=8
zmg>+dPk0Hbso>M**-{ytQZ*|4K2$rB&{tZ}QGP>I(rLEAB7$F(q3#qAEifn)hQ6RN
z^HdWr^DRu>;`o?qIM_~7P9p@(3_$P(5iyc)B?MSBFT7oC?P#UGJc>ILgu_|%R!)Fh
zQL-`ofMNR7Nc7^cfgpWa_dxiX@MRc5c@&aF3_KsBF{cRYx0u0(gd_@-AEpy^HYMpr
zc2s_?h3FST+?2_dH7r@dU_DR%#>!%TK1{)?fZ60D1kZs_Y&9!^#`%@JOJy#$ja&d&
zgPrzROVTRRXWhXYYu30*g_Ii{r^RMyjMz-zJB!FmaV8c=i{LqP-6dUR);O25OqLv?
zXEd8*fw`)m5kZ~;QdKi%G|<vn+7jD=HV^d7^NW(lVNcvk>K0|6=Md|ht4(gKbhero
z;=-D<+6Tl2NFtF}T}rwBB}+NV(+80t{N+~Lg?q=jfH?EJ1i7S+=SGvamCBt?h&D)O
z2OD#ySTP#;{*AN{4pAmz3PB!|XChx7dp>EPqJ)z+u{bVrHRHZrESaK)v2_J`$Ijj5
z#(J6an8Uu^O<q1sFLSNsu~}6_f*dPPGOTumc%}u~lu>T!Ek9B-Hr7TwSbirA&0`kE
zNN^EkLgKW#@jS49EKw`WFNV0@I1YbolaW^;>+-hiEl6EeUJiy=Ehc!G(agK>nMT-<
zoJdyl1?Cg&VIyoHW%IlfNt)sAIa%$h766g#8X?tz1kkFW15gAGTG|v6ma9~3fdB;S
zH-najW4vh`OB$T2Q<gqOC@YdviIi!jaX1JANvY9ll8YHO91^I<(_O6E%i`thD)nxx
zw%Sr^3i)K=O25b}d!SB248)2IcwYTcpE|!!mVoSf*u>mjBJBqEW3m3POB{4n$2l*}
zucs^Z)mxCS^(l@`v*P8{v{i{Mrk+P8yFK9@#u(+;(w;6xV@e^4q!;OjGkB8dPM#(g
z;vW#och;yK7AtJ>h{`Ne-%!}A+=9(+wI|5U!6u929_)Bwl@{65ImV1Ag6=0E95Y5>
zr+1t1-Pzp%-qTre;zUzc)Yz*=KM*vFWHAg<$@?xNlhCv*m1Fje9DU&NgPjM39&|p8
z@_CYdN%C$1H}Y@MnO~{kYvAV3kylw?fJ7+iw%nz7_Xt74<_BsagUV|X$5EXtWJXzS
zAszomiV5>+9Ly5Ze1goPD2=A_08<8*bLk}2+wK(huACi2<gLBi;ZOABNQfkggsE-5
z=F}=umf&eglqHH%rIgI@T09xyxH|deav~oTxX+Z9D1v8sE<~Y5I9W8NY@@{VFfhKK
zPWbcIW|3a~lqa<8*PfE5gW~Z|uVR3uf!4%u6qGGLke?bowwz?C{)$+VdgT@nVzam`
zDq6~Td_9tm*xYa&M^pPmIbtXOxQiQ%E+DxXnN(E#l_y%fJZt;mYFC_*a757^5t2jI
z;YfA&OoOX&B>L~IIAAF_wTLm*QA$DO?m7nw8{g`xf&y(nhocell38d{np3)noefIu
zSc}6g$VZ7)nq@A`PA$!}jZNsWhupun?0Q+GxJzzy$6PubfC;4lvoO6Ol&A07jP7D6
z-$E}B`Me{RICdh>kJNvXXh=zP8Hs@x4@>UG0NQ7YL?8J;iPfZ>lW25?d<aMyR-;`i
zDSIRH%9&GK57*u+2~w#tr>r8&1dm7|Yb#~>qHqs6c|<V%FhFwDr6I%%m<EwMJu1b2
ztUdVY9oZVdJmb}yI8)z6m|bjC%Zj}@RO!}+FaDBnqLz$Z>Q99%61Gt4^LdOala3<1
zNJ#P%IW3SaY4TR8(=iv-Soc0dudc#FaIGVoP|(fmV@O?ZHtnp8YR|&;Gu2iL4GT#*
z9BU0uqF)S>*)ohiO||v8kZMtnx<{QRsN@39O)LZHwDGT(vT`^%=(w&%8b^wOvmv__
zJ<O$BOIE(<Vc>?;0a5HYm_0xeI>*KMBKs&>W4%P;slcEUAp|A!h{EZFL$2|hWf82D
zit`|9?dA*0s2Y+wXHVx%nRMV^i>eI`d|zdfgyQ{nv3PHpQ4NFxzVl8obzU=Opcw{}
z%cQ^pEZ!T{ZR2N>@x+#plt9vpQ&MtT1t8+MH+`{YpGQ|nJebx~O6T9}B3;g${x(a1
z=2>BSNE&Uq!|KQ?VSNot+CB~iuJcaC%m|EOxo|gg7C!}FL2<-qRoyk!HjD2hYp9q3
zx$&eq;HUh{0a6m}SEe{>c^tRHLa!+N$|@Jal$f+)A0bVg5Ux|$LJpIP>YXWiQuoLb
z>__+qr7}e~V7w%xEW>X<fubw@I5FsmKBi_ya%4wZ<5axyFRn8!a=|U1WNVeO%yL#%
z>@%T@EYC`_zHK{Ntr8zgC7`gLRd~r6Nd*22*dECuzEe|RR*J8)+|zC>pzTppg{YSn
z<`GGru>t-{G=fGJMkA;IXopiRO2V0JViw`)a#<HBPBmrH$J2uIV=!2jyOpIm-XK*f
zJ8HWj$d`7*sM3M@M2#qLwdgU&S_2YENyTcmE7R5bOy(>-&1#5xdQeY8RzR_Yw6t=b
zcq7)uC>rQJgF*$XJa@U#q<|-dR?f}rDZ_zrn4GW>tguWkEV8sXO{wH(JE@K2mJ`dk
zr8DyS)U_H5&B>a-COgC+iLoQco_E^9KH4j(d|Z;iXcqb$ptg^|zl`0%b4)3v!=tn1
ztz=-K84IVFCe5xO3&kb2Rg4p#pHf*RdI^G>O9?fTb_xSKO<7bs7qO`ey9)RvAwjZ7
zQD$!1f57>%{Plh>{llkX|33Euj-g-<RZPgn-G-t$v5N7vB%HOVXcpp-W)bEQY65pb
zZt+5SPCZA}o^#9hiCRQg`nVK1NWr|FgVd2u`ovX4g(Q(94$4LfespSey`}BWMI#oz
z?!0iy?wOZ+xrbdycPJ{P3GxzKU{_uW1GB3UG))3W6@(UlB(q4c)fu$2rx2rVFY65A
zNIao=Yf~mHLA-u(AxCXYI8}2tK`eYM)$5o%q;S7@UD;>7by9710&VAgKSNq`&$a$Y
zhbK0kNQJnbnRm$<BL%S=GPDYf6zOLcPm84bTGGq~86#<t(%6g=Mz}hKGiDYY4$f-$
z*;p{Wo4`2XoQm0BErt7`*ky8uUcQ?;(QSNhdP@DVJM5;dR!W=MyL>P~NNEtTS{np#
z8rSN|R>G((+ENau5?IU$8Qp%w4~Zurs_=Ml$G0_W(2#TOy5UM`MZZj)>Y)>z($L*W
zAS|^@rvl_5$vN>L3}`X}&e;epheGI!L=Q$_P~0`xl5td7us6p-ps!QBk^Y=qg7sQJ
zlCU_-wX-J%h3Th7venbs%9O;4jlnt6W!1|j==?6}lw4Se?n8P+=k_yD-ATVJNYNLz
zhfQVJvzgy%8?hj~P|zWY=a&|<Q5TO#n}$iw7<C?biycI`MVFmHic=rVZ^^PVKk+fz
zm8eT(^|XnM?Ctj15F$xlqVcWO)GJ{9{5<ChtCNJ;AWnUy_H2c*qwN$pw?4^8<02D?
za1rr|-;R@f$xYWq_Ad9=@U)}M)-n#fZWSg7p+%I1cJW=Pm&7%M*>D3pze3d4s7ig+
zmgi4bKV#BQb{L)Qi1$ReO^RJ+vDGkqa1sxgSdDsMWrtgd5Qw2`a%Y)zo)|y#dIym?
z4E@d_lsej|Rqod5Y5X@l>CLul^p#`x7MT7iH0_&QXd>^7o}XDz9gY8<c6x#A;e%0q
zT>hS|9mfH~-10PCSvh{IiPpL8nN096fgz!4fm*g%u@Sc}8=>B<+yNv176P-*k9_pQ
z@yt41${$Y+2{~|s+$4xD|3w~W#v^M9X&dm0z-FCQ(>Q+#f=%gzP9$fR`J>zdz_4;c
zXGuvk%mV!#`^YHpOF3b4G^t(2G?%}tw9mk!kaDylEC+o-!&{*N5E0~mO17RQ<#Zn=
z*AB(U`($1C5>VTUF>+DV6dD|0K~Te(f0nhTvw6(R-6c<oIHahiG3}5lI4CSSt3rjR
zq$I<qq?B7K<H@w58_0M^B%0w#9a9gY`e~8CfeP&`bl+D)jv8W*a30blIvF3Ksg*hH
z%2cgH3mK3&6?%3Kq)_P^R9Xt8SQVRN&arI?vows#vzN1I%QwnVMwtPorB_o?d=YV8
zVth3vL3``T>q{1=%c_}nZ)$Ygqa-*muV&6gdV=2<=0FCV%9~CKv1GBy!4`L_qhraV
z$s8NSf8d1pJe<$4vPI%129BI)vW#rJ$}|QRwV7@j5d!r{%Q@&crUnO_LzgIb$=yj*
zZY?49#RouM1}?tz=}q~0Af||n$X^P!f@9DK;T9NsNS2s~lam7V)6)DZql(3j0T{1E
z;hmFEVbOGF6dF<Z<$Cy#Abkr4qvtjoj=IeHdQDSLvi7U|wh{|cuN?waLoO!qH-q;1
zVlKkHP2-RqhBOLvCOUNi7J3N7R7$YsN`-y9QfoIT|C{|v_EZp;?<Oq-J8@KUcA%U|
z+E1;eQY;W9m#5@5bf;323F+ZZomb%8H;I_o(m8vxt%Elb65?>WscrG(U&@bT95SJM
z=VN9}!Ml=pb~7zxrW<%EB@GfL6mUT=7trT<SaGPs(MCw~LwFy}73uoIOh93ZDl>{X
zqV?`n?Dsxx;i+WPiPPP40OTq$#_+_(k(MvW=R~xQo*#{z$Q~v-i5OgZp`4PsFa7X*
zsXT=yTmU-#K0-Jz#h9GtrbB0sInhLu*Tf2vuY;-5W{h2s`yAnV7Zzz)U;^r-czfFZ
zVYcn}i!pRE)tL5~qs|vtqxexyM1cC9#1z+VG@)D^wj}Z~ytBo#Q|;td5cDi+SjO1k
zz&;9^GPTO~s3)xhW6jCr7>A$V@5#DSFKl;n1knjotx)#;S>~M?XJ#*qlsH3Ny!X;8
znP=T8pKYZBVmPiG#w9++DC5G978NjZWqM+lWp!ZScxZJPh7<a8BnhX>H<?^cjsiu$
zAQdp-h?(0o?8ZhGN5qsw;M@{iA!XWjnn*e<Eg>nkzfFB9G(!VrEnDSW!nv}{A;))4
zZXLo_xw&;6!&YIPGt+^l-ROzpKppS(8tA0JMg4PdFq+5~t=q^)yolumkNyb$Kk+;$
zwNB!Mof%wX0E&)^h-PwKygM|!AsjWC^Wp*JgiX%_x|l9i!NfR)Ab?Guk?#=y+Gq05
z%K#&}kleJpQa(A&+VELhsl>j>6B^Vj4rOs{-W8>DuoVg=RT4m4qEA*dvQw|~eA1X2
zt4?`m5=$^5vD2A-ls7^LpGtcJL^C}32?&!zs-=O`CM`uAKU*a4#MP!=0c4^})~!s=
zJE<_d1QP}%(D{VKP|vqmLI!O{m#>MHdXq<B5P!=Ng~{<GozmR#h_#949@^~-Z*76|
zM~klr2UkP+!V6Ljc#hD76aS6Igt1B>o}t{20g*U@zXkD68CUlMy@eWt;en6z&L2QA
zpE8nt(Cj6tNs*37`R6S&W%(N1z-sMAg;#<a5tL@fdhAV*V&u-*6uT-#q|0U&VbBPl
z>b`QUzugeu`&fIXo%_@+#2+_25TcZpH;(f=cC~jaKZz;s<UmVN)?}x9POdHMlk%*7
zc5RJ_TT68J)%@-8hW}Q0QixIH*Dm~ICMm{yAfQ0MK<@s)lKZI8dt~dVUK*XQ2|of>
zCrtz5o!TSLtz>&XApmDd8%QO=7dY8-^te=V`T+DUcFv?tD=??563%&8o|{NKguGF4
z_>}rYDr!0unG_=$qr-&MWR|$ybUve_EDib<%PQXvO1bP-lqlZ>_R{F68|WVD6obiI
z6bx)FIU~N9I_taxqC*x>vY$~O?I2FaK~4I+AY)qL!H%S|2usbrx0vOSu%1#^!EUQ`
z2rEKl%s4{D3NZrfd*o%0XD~Ax8WJQEF4t9r(FCA>T(N>4y4j39lkPqYyyN^@el3VS
zf?f1s<y1DjdODl2#LD0|U~R7NDqF~{RTK?HFMLL}6mBt!q%KO^3<j677rd0j4zaML
zUlboWy^%*G5Uz@p&OI>G5___%3so`Aovil|`2^o6J1Eg7IpvEU#8PFz3R@Dk7r}8H
z3~M$jI>x+Kwc1TZ(a?%2a&vPy6E0t<F;g+uv*dS~hU9C?oC}ARuJIa+L|_xrdx|#m
zfsW5cCVEn#=SPqw&tV0Gnmc=Tq{FGXyLK5=#OMoBrJ$&|KxoKKctNB*XIhLx1I>Nq
zrlf85z+$z{-jX{CMeJrlm=ppg<PcXf$lC~V^TRRV14NfFM~YR5J!?1`v|>wBymRQm
zlJj#+;FfH0c8PBblm_c~(sB;(zqadm)Ofr>HqC0bWWC2<Qw^-Ed<|wRCB*3KAW#+%
zAc0!|1-~jJ1G_XU(?~%leLF$wlp&k{19<B2EI_l03~@ZLL$ASudNSTS%<UTeiO}kz
zj~Xib#AqCgyqZ0Rn~yNyE>~^RkoXAKd|0S1NtH}Dp~Sgh547}rrj&Lbct@Fb0;Y$B
z2hWs{%NAEs8zJM#o*&sbcxur!H9718M+2F);imJ{Ebr9;URVYXI#OxAOGDP2i9@o(
zC3yUsx^fni^y<Yv{yhX^pzLX)rEG3mKb5M9Mmp0X=S(U6&NL$M*j?fvVAlX?bb}R(
z{+)JOrGLeMV0@^q_mSfyEiofqz>FY$zOjn4F;K?FV#C+yf|AmZ^+!Z@fE-;pAy~u~
z$u)2i-Sf&W+iLpa7yO&zv#y&CdpC-&f8}DYpJb3c-65i9NOT`xV<`>tQ=V&^&FXIE
z$rMgWy*uHPMCNGae8d3D=NW`SIWE5(`e0MgPvO9eYmj=KOS_W?u*hK-*f7dKy#7eC
z`*6=#?_zT1A<+{bTzL=Qif}boc@0PsahSagPDbV1NZFSmg?MsQ4f$f8zt`@M@-5P4
zrCvz{Gb4@Xu#PyX#k3@fcoi~KgmH3pq>f>nY*Y3`(aynXNBxV+&yZJ7tk5w3CQU|x
zNcPc6`lvXA+7WG`w;LSGQ{gc`lkYM1Gg`JnUvpV40l#N1<QrEhU0J0_B!x2V>EMQe
zd7Y5JSQ48dpJT~6t0Iu0GiVzYzbxAu4*pi)>Paf`h_s-uubipPZEJ6jIL=*hgHy}A
z%#?!q6-kPL_L!>oDe8B)L^{q$&ji6>33O4`ld2qWrEa1WCE9rYZA8`$+BT&De_dSs
z*+%<0AW$RoX$xU+*NkKjzGVx}->57hL}&XQNP7?ShWrE!99zbMNuj+bB_Mh!f(ETs
zi+Qb0R?s*Pr<hj!)sZSjg(x9e6|_jnGN$Qtk{})=8d!pmvV)AiZPQ>IWG!It-Q>oF
zFHRM>KoBBVLLWfA=oGuovTa591fo7_*Yzn~u|s&5F#x?;+-U$utSkVVOPlMdTg@^v
zXPgO+n*x$+o|)FWq>q4nlH?C=1)W-5f^*mqur8xnMx5Vvw>ei&rdH~GO+iB`i-YFI
z&kphn=P5nTa=1d>(Eke7$YlV|ujc>JT@9CuqU=O7>**m2<kwS%JxnX}5J)CHzbs6t
z^kmWUJ#zPED}_tFEWF8oS(wMNaNb^<LEjdBzgS7p&rFLJ%CP;+rspCmJyW?-e53`6
zsVXPp#?3Rsb7KdRbs_?GfQ<iDXx!77*-375#}}+5P;R$>XX;rkF0+!q#JYf}W&!If
zVI)iPmUa`y93Cf^SyMabji0oBrZHC=ufjDZyljyIW+>%><F3ST!&y&>CFhJ+hM}{d
zXbXYgw0Z$d%S7a0n#D1nO@C`v%I7c44+lO)yY)b;DWblPB6ER%a6*p7!Zq@nKt!4o
zC|+=&8C_u`vKS_4KS#vJ7wHQD|IYAfPtHf!R`BYtcN91seP3y;-K|;;Ug_!8xTL6|
z6g|Aq5kb7Cz!4$YZ`hD#(I+oi<@aikq&F6j-agT;(Id>1uHV<sZV62aT~|Y~K`ri{
z@D4ff3+3?{)8!WbOH;&n4?%}e{0$5Y>?j*?fZo=n$JVtYa6Q&Do%)Bs+3KhtL0kER
z_c>Zh(*@R~wIe2Gq=iXRLZ~}Qb4!(JxfOqjhU2~~WbK!W0|i6>YaIK4?aHn^)JRzj
zImjH1jgXgUU)%j&Y{WN4V>#KTn@GH_AeIHsNMe_=G(V*_iA-#H{3;2!<fu=XduOL9
z^J=e+L0UIAz0V08O{0}JbcVO0iR)B-uCmaoF|XbW!ck)=kWX2Mpn6jUA)_{eZ7Ggc
z1=<HoAs8<S|Dh;w(sb4O)zaVh!Y)&pOrhUXx9NKeR#jUY(OukP(0i(bq}tErd|po3
z^MjUpncqfPtc9_I#u|I+v`(r_Koy!3uTOCL-MALKUxUv&Tt>hGFU$A}hASe$18d^P
zLbKt(jb$9l&k-mMz?-u$)2`3e#6RULoj3$qv!+|y2a9kKyl!#HQ>i_qa;991rBqG`
zP`F6==lir$b9>EqmryhrJUEdg+vLb(Vnt-9#q~F9I>5a@80{!IWp)y*KAO@x){2?U
zIF`_<pZ5-9teb!{l7M21c!zNl)H1c_Xyr_Jb_IQS92c(Ccq4LLV_IlC10P->cwyPX
zE9g&88eC$|5mNN?gJKo!4?TPu1@YWButw^(Wh$J=qES2&Eo7ditJF3Ulig7mhs(`F
z%8e%^D<Hvx)C~D9iNN#dpPp%P;hbqn$V(!HmZJ#}rs%lk+zLLo@u|$S+@1Vhl;4Qc
zA|}bMQ+td!Q^<<dV}!p1_EaDF1_D(xt)NX!m|EB6OH`D;VCp*89^<PS=N~weOJ6{~
z9*)TunQV9u%vN{6>W(O$3CrX5KFTSn$N%7XV@GW+aT+bHG{u{r9~R)Q%Jd{`q&lUm
z%rc9YFiyp02a6GnBT`nS$>Tmgx+f0^zgqsQ0_xiH%nhU@)?1aig_#*V=787N;jh6P
zXypmy2s$Q_EU8oixo@fMYLhKsaxzyr4>aerlP=LC9h{Xu-KxJILqJB|AbTW-i<hTr
zvOI6AflUV8+@0$po;>NF*TnS>!Yv^FZ0;1wyO{htMh5q+z-uihU`yz|%jP(GEZ*aV
z2?ls9)={W<%Q8f4Zxfa!@Q;t<rTX-9vT~WzU`@4MlePJF#X0SR;{!u5$BL9+4RX#m
zoRbbqOOe2BCxs~$p^9ba#$Odo7`?6wiWKA(DSDl-PMCYJyHMRB#Via?$JnGyR(v^l
z2Wkdq1ivshhCfr<zh|7;S>j->G~KM#)S2WOZ<9J8%s#HvCgN}p-w)2CZORbVD!jE`
zA>c|E2ewxm31wh`r;}R%AcZ8qpc0Yz#krIu08fZmz-_Wp*9mm)NM%fp8DH?SOHv@@
zcqJPZU8*iNHBcyiMxEA{$@@gtD)6q3DKPS2EXaSDLJWoHjzSaU6vg|mT0<Yv1S9=d
zN%RggpOg1b`3!S|MxFDF{0y%sSIEIkk1q@`zvA4XgfHL%vh@xL`DT?*$r0_&ro!Z*
zUPs=iRjO<;C7_EA{GTG)X?!3|NhBigQhS3GuGNzRxZ7}rh5R8w$31YQ6aJAho%DJK
zQSV{M#5+GyMd;mnDztD4a31}{d3w5amk7&Jr;c}#OEfkiU&(}%8O2PI5$2Ij*Rn@O
z^LbM!MzVP5j(|TPYoHg7pk5N&+h-@wGN{#VB4H&Wh4$5To3>pn=1SocGa|GT&%hF6
z-$}$=ouI7xt61>U`z$P+&=V;31T-`iM=b?+^MYYqx(cL0#!gynQSVX;HyUL+Exns&
zrfi|R%4N*cMU^t!b)Fl+{8p(*F{mQm)B>27_JI(f$hlz2bb)i>MD;Foq7ieKWb4EH
z1W}QWoLB8LMvAr;#9Diy8lSaLtIW5X_J(9P$yaIP(Y39|<tEfwip&kSvzIBFcfy!v
zgfky1WUIpsk48d5@r5j&y)H16*vmnkAIw%<`btcz^xf4#4pAEWyKXHlJf7e9b?qXA
zCAtTo&=v;S8I$dk=nZ9c{u_xzxxX1JDaM>g`ax9M!B&7d4tebPFf_m%ZMI`_z>>iW
zA{QPSN7a}3k`tmAV~hD2m<#YIWD|JR9*L7n<r8L%#<fvdTt20F36IntlHGaA9sOzy
zEL^=EX_=+KgvG@VLrXb~x-6}R4&8~J?7PdcJ1I(Eh^ph!1*PBpbFE>P;1Fj8kczUk
zC5J0<8;vFD6cxRt5?JL5vM;Kc`T=w?a?NBX;7|)rA|acIViK6nq!u#XF5zI(k%B~y
z!5`Lbw+(D$Nfui2E0X!j>N@&gTqa~k2aMF;=N)s7HRGoiQ}<1xG{5v()Iem8QA!04
zz2hqMaSW2!@^B3V1Il~~QW=fs2}xvhUlOsIa$%481x^jC;?sq@OxiruHRhdnZh*%u
zuEn?;<ZZ;oxf_xUmM;By;agOyb3xaWb4>`$v+9_TIM24@y?WgpjBV$~lRRm+S4;;-
zEaKnF?Pdwn*K1}8tdXyW5fAi(j3=g~-r5zZsJ2fL?+P7#DRza&GjYmn#V&zeIX-S%
zSuH-)dSlKkf_zeti?`d#s<VmLfM|@gSR9w7;|7`5Og;$?mGtiMs1iK@<cA-M@4kx=
zyGL(gq4$f04){rUn!4VuBO~b?QPC_fycA2WlMHE3GeDgL6k<xiwcHL%%`XVwbIWfF
zW>Hmqt2{!i5RL=FE_leaol(8fij}04sj@U94SfxFb+xtLTNgM^)`1k@n7noB8y*_#
zP4^opO0&Rc^5fIKQ9?zUxt1BQugk|;$kXCQrn_Woa6o`m>7euRJi?+)rbr%Cg6QN(
zQACFo*;TeGXcux(j0Sz<20u+D*d=t~@m8`9NK3)9Ni9NG)?xEEks?-a8W+C;qM0?~
z4E7{{FYwNEL1xN7=!Y62HM2aQWB3hH3hkF1Sx)C+0ypF+y{#Sf`LX%xBnT|=hUi*2
z$a_liG6qEnW6etK-V44jO+y{=Iz@jkH<(JlJrQm;WX8tKlRM7Q*9faPb0zJV5@5cc
zv<rOT=h-LWE@(>@!LSrG#;l!I**U;EZOklsj|&??a87{-XI~>Fw5F2fn29H3gH{@i
zd3tD%yJA=9@elrAj-z+)A4oe#<XK0r%afSHK3(M?mEj!81ju<{W;eAyMh3~&GSAbr
z0>8cpXjw%mR@Lr&nu)35g^&_1l{K-9StW`VMGc0j^(6(@I-5q4x`DlSBT*?m#KW|-
zK+QjpbR^QXiY@p-JhJN@t1k~271Q!F)fs{=HtW7iV-dzgMJ4A{ASGs|hU5#zRhQ-1
zyScFqMF`Diqe-}q8T#p+Rrac#U2RUe)=tU&dEx=0$?sK4g0jm?C@$m(Rpv!KdBbkD
z*poNiOHFQi2xdf0--#n3cd|T7o-^!@Eh+M%PAp7UNVc+QHE|9f!~{Ya!~FCp73Fsh
zVUoibk_pZd|ABU&+)Ko?s03)VHjP@Exk>Zu@rqo2oIH1m8vst4T15A;1aGyfm-~$W
z1f@fvjjP#W`Lv~MsLyxDrTtgbK%d<-X*Jd50Lo#34_YB1d5<)`HmfgpT1mdr5+wEc
zCkjQX3&~hih%U$AktT3<%2QNu`9*pP>!-7`PI^T>WQ0JAYiGe>iIf?-5{XDaDUibw
ztWdOd8Ry8mI01ayh2A8#_sH_EXz@EB#+=%~Dz>8|4ITW|NTrB)+=&(Xe=7|jtxd}0
zw^V0U$#nLkXYg3ajWrJz3Y?2rD%Iz9QY{Q&JjY#<Vxr{!rQfBR#q8<#G#qGo42r4p
zLz7kLzV)^>#}Q8l4la{&l@^2K9%m1Z<ovjn$!05b&?6HIqTu#go;%+94|KCK^%*A0
ztr%SRX^bXXW$<l?j#6bJw6@~jmk3r-GK3$cLscDtmVool^CAr~`4*MObPDXGRG<ul
zNYY77>FVrZSi0gtqDi<5kZ$QtSmNVzOzLbnfo!1Uq7mS(>O_5K3D;SfoT)+;r}wPk
zqnU1$v#;bPmKHJHMRx{d`(&nZb`3R3jRlmv$1D@96PZZfBTg|-y+^H~9hRh&yB}r(
z^k$OIFSNFc+U8eifE%_Xks0U-2g@uqL6cy;xu$J`1QRG(4I0-;$yn$krGD$5#>ZNA
z8bMUM4;(~<TjX?Pr&;nUBL{lL$DeXCjR~QoB(+y-mP4_2iN2=fC9|^>DyTslO4p#J
z@S_W{9B44^=SjqlL_h&s%NMKSHu4$Cz|xZ8QU_YFmXJ$iEwmI{%Sk?P&fAh#Y9(G!
zMn=EHPrjIkHAU~<DCOo{I*<<h9#p{gvzPR-DHeIevZD49XK!||LtFA-knv&VBrVu+
zE%bw=<~c#xbZZ{|;P!MR@yG-y$XSeFucSj=l1#K-y<>QbzMY0Sh=~@yzf+uU!A&K=
zb6mc~u<6&%8#9JNB?Rq}+mBApNIH;$B_e~g7UER4u@+K?iDhLK?#1iLUFj0}MCY&3
z<07mH3QD=>Kpb;kq<bUboL&f)cyCni4zDvplx1-3F&L-2*bYSxgMRW9&yJ2)SUJpR
zJ~DSi68KCfkIV}g3HFj_D+p67^`@l3pyXEIXG=X(%bs8iEA>M~UO>}Tjc0HruXhU3
zOqDzpHSu?QiMFs8fv@7eO=%I-@r0s!l!e^c<R^{+awL=Am`Aa+Q0^7EvCf`6x$J<~
zT4Z{xJ&Du8tx?~1Yv&%2Yzc)>yY#hfdNnOEO(e{{3V%++b)5xqI(&j}J+F&P+Of5-
zf<SS~E5PC$E+G~#d0wsXjN(m&+3092u?G!KvBZpJ7BUQv|GNYVZD{2wSECa}`8SZK
zNuj=Pg=Dx<;z{w_mlr9!n#~bph=VSyef}yulr~+TL90EG6!b0qHyR<uC5smleFItz
zEh3p}g*YLy(PB9iAU^oMmL59w4i;UC?r{+*e><4~=~uy7?ouOznc8%Fw$W09$UjV$
zFNi(3WI%Dn_HVE48pR$F+GQ1<R_7V-QMxwGJCTM<MHR9LD!2hH>J*KNz8}l!PYMv&
z;h0VOcZipGD@`LylRD<l)yc3VuNaxXR8ZwxoQMl14f}|F-Mm^VmL-Qb>cc2?dBn^m
z&E&!MGab0azvH3!YM8qaJqwfVg=TGv4J?f&8qO3Y_vO52i{!o>u0tFK@1CUH6+T|2
z+(8`G^n_uMxg_6+2$*d1NB)GIOR1zyYp6oiWN~-4J}U%lAj&(llT{-P_-K&@Jh{Un
z!gd7~_NGvmDzxPRwu83<MAVUw>)DMto)|~;{F4eWBkr9Fs+^OYA25(iYy#Nf0$yqV
zS~tNj(MAf^TOb%Bi|5-d^`AnT)G)jURrF;s1{I6@iG}CkgwviS*6r0#%0)s_?9$6B
ze!7p+`?-6Bh4(T>QC<fH^18VOSU6p-OC-x=Cv;=+k0cSWr0Gz~_X-pX4=yA0;M+?I
z=dxFB9L{s^LOSH|w<P#`qU6m2n>(k7P+QcJvH)nNa@ZNi^VaEUaB_5kffZ`WM^U3A
zM;WF9M^AC*hthG3;>tl@6PiH6TQt?vYE4$>vgT|)ZpsOVx~Xr4c#lY>-5LHShpMUP
zd|iS}nwX4f3|ZNLJB#4z3d4<QaRo#puQ6<;%v;U4=~BA8ymiF|CJF(h)QT>gPRy#(
zdIW8%lhx%RY4p|$CXfpf!gYjQ#(uH!OwHy>c2jYj2gsXO|B8fEXueCV!=xVn$8$93
zgr#$QRYtJJJ?${-_2coC(VSB=k0lAP?sGM?0hzh9ykvUZo5P^Q?^vYI<KCP;k6-VF
z6uh)fMr~EJn+j=)DY~K-ESWUC919E#96wI^HhO*EhVk?nzt-I62&MjN%Qsn>>(P>8
zu^+paoNFTueqI=7>cs1FNF$lW+Z}nY_+{K$`1xW9Q2Zt#|D|$dNtZ9sc@oXkHw9fv
zzj(DGFDoaW4|6`|$XRmT`I6Q@za*E3bZnPKlGVdlv+k`xF1x2~{EM9NLcBP>w4W$P
zToF$s4uu^ixqMFfkiLar<4I36)?qMvDs~nZ9-VlpoI!H*5uG8!H@)^#1$+}8gWQJ_
z&DP1SUk@Kj>?D$t4S2ZYvM2ed#uw&i5N@L~W-0{DBvix(EzS)Ory6PLu?NK=UKZxj
z`WIG1Ewqsrizb#Om|ZX)!UZt2N9Brx263ba;5leG(lUww>&CGI6>p;XGV(k+S(0(4
ziy=4`xmdp9(`uK3y>l}LYEcB6wA@`chCR~)HnSFRl4=3;%GnGag_~?_YgXsC*C(qp
zFz)%eL3!m2jbUacahpqzLi5&EV}BFiRcrY%E-5oy8Z9M^#LODG620y$-!SzxpBa;&
z^6ehfP^RYeNExh~@*}_{yR5y*-y~#!udr*<Lt0tSk`^rDC7MTO9f8Rs6<Aoj@6g1z
zVnQC0svsKdD@Jl=otk@`T5oTse&z6olN=<4o(WxFxA&MzXyu~c15VSLW{l(rF)@9m
z@+M|or<sT0P|jo~5mQk_Ez(jA4k?DM#&pK!^>C&<GLGa1F~()9qewTaHBq`8OP&{j
z8@x^n(}xjH8-R45{f}QoI!Wf-bvFu~ybTR`yL65~^oDC-^)HNjB@OSQoH^&7()mNK
z<>eAGhz2Zc&cmR5lrCt9nmDJrX|~|}a07D-vo#d7S7z!+LTL?8l~<p&P^b5Fs#`QA
z$iwOZE>a<7&7<VJGb$iscxjz|liyXEbKMiSkGTPyEd|D6z86sT1o>>ba`OB6L6!xC
z3EaE4K>mzL;5Pz7YB5s$w$0VhUt?h!slJd`UZxUWg7=?2#;T&I1$c;zsaeRG;|Hop
zQ!Z9J_uwfumv8I1ecFG5#fIt?nZ~S4k(vXQ*Y|H%@Pa_4yk$d0#eQ;S!hAE13b*q`
zncOfl&`6`cZMzq+@dRMxo=`23z8q@Wiu;CWh<0sd+%H9H*_}UeUu`YH4XJNjtsRK0
ze1pZRQ!HE6F)D#eq3w#2K7VLJ$0e!w?HGL{t~Ag_l$l;4_9_kK#*#`;d{YG}{4$H^
z<Cm{6^}9HMbo65bb5uI|fwCqW3+>d##3|=d99(;n$j{H14AWzG-ZLhexKG|t&fF)w
z1wO-?gIcglpD`Iuo-x^gVg55Fom&G=Lc{SwYaYW)1zvz^iJj|$i0%$u$3vkGIIVU3
z9{5A1YVt{sDuRF#mY#AN!<)~Q65b|KLCVGQvK)dZZkCp!o>y`Sa@1v?Z!mvj+65uY
z2t3%NZV@&l?usDeC*>I1JX>gI`q2YyP29~{D|3&XnT9Vu;c^1+nIKEn*B~X*#33m!
z#c%w8I4H*@N*w&E4|if71960J{D21}@!4wM5}!%7Fivnq&N<|Q1#**FYuoIuKH~7u
zl55SKHR~(gq8F06&$3nl?IW(exVO1*n8M1mr?$FgTu*JEbi|CX>&<ZVghcZxJxT&0
z@%MRcbOI?2#Dk<flOL#DwE<owSnqB07#L~bf9+1PjbiOryMH=mkLkminy#xw7FV2S
zrlVE8haHMmnfXX|5uD&K%V3?!t*71Y#9d-7-tE>Pk@3p$sZC1vCf1q6AtBdTA*V!%
zbW>d>OYpdCE=Y=qvObJ5<|L<s$m3Py^Q9_J;tss_7JO(Ul0aJW6G$PcGN|d>3>rVT
zJ*CUSI@ga{wQV;JU^j+Yx>MJ{>a~!anvsdm$+z-59Sj?{63S-@nWxo=mLxvIe3Dex
zN)|!QVIs@%oRazV1U>Lov>KJ|)wwD6YS&&B);PK`aQe9xr_NA_2yWj_QAEj~i$@VV
zdc!G-xRL#b#~aP0rFxF(Nuq!hjI>-g^(&Ah-r**-7A8!b3YLF|abynb3G>98e!w%Q
zBc_&qBCTO`YhJUe>nHU)Gr)bjx&^-ZAh~o*PkdiV%2Y^p597NQdKJ19#i*2ht_P2|
zm(N<L&XE0LlGH@6IXU;p?4`^m<9{LLW|^$vm??DOZv#z;hLd(?D4CCux|b+ohw|P<
zC%bx|AW<{KFve*m(K)fCooriN$%7H6CqcSD!I0SYwEb`ATHbV2$r6&R!yT@w^Wxn_
zg7gAA!*jZKiI1K(pw0Zi`zn;}(`{MVmSijv0CLO9a-Vpx>KUtgX`xd`_O03MUgcpC
zv2<a#ND3H?QceLgH)X<vmgMp)N+$+Q3CbGbc9JPn^;APN6+LK@A{&u6Nl+)l2=ep<
zS4)_1fmq@$$itd(yTlSfvD}Hf4x`{sqIyCXD4gadQe~_bgm0d@z~u}FVKn<K<aY_b
z%IB59YIFtJUYp#3Fyb7SYSHaEZbZH-(UCj$c88$>5}~(aDv}57Jw8FSKnaz|hlqCv
zA#s_`o`%M(PZ0<@B`7Pa3ydjBKcBDG@x}^yPr=tQW6F7rzyyX+>l&^JBkoU;O(^*Z
z`fW#5n&!siAz!f0zS4ZXHd#Bn-l`><S_K(}_G%M3!QlNm-Xg#FYAguHA1?^F;O|yW
zhGRrJHBt*;zL*g86%~9T?l~r3_FgOA+r#J(GR?RY3yaONVyYKnbE{pgLw9ftBQn$u
zV9{LLa!FG*MV~yy)v0|RLN^nWmC4ou_q`+RQw=EA?yfXAS35gpOR`InZV6>_hyyjI
zq2I&OjCQFb-6P|Q%~wQH9LkSSnhulNZdhjR40#+h)e~ssGlwE2>M0hY>|Z%!AGLJY
z*l5n8LyRQ*p9G?+ZnF+z<XufA6y>ej^tFPg`gkgDt$9;rLbRn-?d{FR*`o_{?fPuZ
z3dXZN_4g_-Nj=Kw_*Igj=s2s#ne%Z{*xnvK^dkEUG+!#fvu9pVU&N78X+N8X3*y!Z
zI5gB6WVAAU?6V|L_B}QlE`8e-1r1P<6fyan62A17jXuVbqGXD>grwJ<2qTp#Bdy4r
z%ibNiHdB5Q+t7JT_Ruy<Oa`o?K+i}Y032ND=qFh|Br$Rx>)E63xsbC`*CE*FVSC7u
zx~cP!Rv`Nf!<?R&wK04SYxY#$p))3qPT+l{ns)MY3P}!+k%&z{s{Lm02ymq_M;Zo1
z;v7s2b~HNI5PZU9Vsn=nplDYy!W>E_KcqTyd|#x#_JvJEICpY?-hmkNcIjMpd@<jf
z#@!MH)saOh-BEE9sRo|b&+;t!e#htcL~k8r-tTpIBU%@_bX=Ko9lEGINU`)JgiIZ2
zDGdvgf`-}+Jl{YaZdK<=HC)S{haDX>MGCBByRG&0H)~=K&C-*!lx`~XkMg1mn<E$C
zp`}y@ZbvZCZd6?frqGL16b&w99`I4-zBtv<M;X32MW;nveo?f=8G(+nbND3TT2kdV
z3VSdU%vu7HI1G!(eX&`B)G$L%!QK9ysZxHf7~{X>CNW`~GzItY)T%_zIT$D-6^UM5
zm;bZZL_;mRkD~kTsEmpen#<abHrn&C#?_1hk18%GNmyF?6+5{exCwKOc%wbXw(@Xe
z(I^)Sz!PDyLw|1s;LWp|_wo?u<muZJknG_-yG(UtYqw%y^tdvSBS%0v)_;Sr&jLvf
z`PE;ymyC4knwj!%$69lBV<cxgf;wFVCzfd~pysFS0+y;Zed`=q%W0aDbDD&egg>Ta
zcuw06zes|CTQEtXquOZ2cO=25h!8Z1M&Ul*89J5_7N3A8V!7a*K{SZM>=Fg=bNiyb
zM@aH!G-N;H2bYl!Ov(B>k~QQ6y@6~Z6^*yld)CROF64K1a`}@iUP6)E$a$>g@Kaqq
z4HfdgDMwPc@I<<413|X(COP*V(P!9iURHC->xpYSW;Wsl9?}G1%oJ<gsw_Zu5_vCn
z@N9~-gN7P@-!|5toWINPx9b<ma5#I~@KxSEC!a+c;X2S=VMi%L?QW4a?g0l|Wi`eX
zbQd%r>hLAUSm4n_2f=JogT(DYJ^D8`K$eu}K;lj;i`5mjSkSMqTA4><h|11-vyEtB
zwnyO}t_i$|xu<;ARnrw_xbt(I(FAr?>Psu98%=49fd-3I@+Ga=o$D8hEc6@reuad9
zKn2ElF5?Q#a=P&Xvs`N7xD_)jg2wL3_Sy`p!HAR#OW;f#b!nLx^I@v!BE2KyYoI3!
z%x+J8GhtT|Thgo2VB~jlN%iIu%1)_4I;EMG&m1vngH>iEcgP&Quen^M`5At{S%wbn
z*n*eZ(P-LgA`5Oavt7Rq2v5&&Sa~nBKh5X;#e&|snoMP6k2@vxf>e-JZlQ)$r{2M8
zi+WtK_nIOfiNz&-N?Zu1lV5{SnB}ni&h<ALYtOXv)I!ue2eFwTn!}G|!uNrW<Un?!
zbi@_#B}85bOM(=Xe4E>zK~PJtD<?g&yBqZUc-C8p4duRyL@rbRStRKZoPVXASa@Qw
z?4bh@#EqpHN6?^|d_AMC!%GOXA&QY|1pLs#yNRk#+MLDSx~>{Q4jgxef{GTc=BHcD
zKdeIh_qf+$h&WM}XupggzN*ZftfisIW-9Hm>Y1#ag~(z2I8#wCV~<5*BjJ`2D?D)M
z?o-J@`cdHh*DJ`EY)JyY=O}RElNttg>mOjHQgIVjC)m`=0b$co-w;d_LjkP2`<_bn
zh$1VcrJ;zHlzR$=7X{VWPy7^ql_H-m9FZxvf67UltCI^W_lPKFi^WZ`DJ^qQt8gQF
zR7n<q%g71!Wx@EOb1-Wm*G8k$&2jUw>yp%Dc*pRHuUGbw>lQPE<3u>d)PNruYw+Rc
zVNJqfliP_?a>DQym2AKv7+`RH7M{5R#^)itaO<VN#g(&uprq&ZYnSXbHSsg!zjGqi
zxJ0BWlX)0QL-|lzHNxVlk)Z4MpRN01GWJk3ET+k#1gM*>)7jcADTBI<O5cjU6@z-a
z9i)S#{Xvwm3CzFY4!+s^YYIB4`kP5W^E66%+zf{{xxJZPPafwiqLuPq=^Kc1-8<&7
zhmS7x2nBLZ7x1LND;)!Vb<UsBQZm>Ixo^PqBG9XDZSqyklAn8}0!Aolj5^UU8WFRf
z!t<y0_-4KqnD{O&StH0&DJ&iEoMhN!P&lx&HJ8)e+B-z}*02?58H{{hc4ZE=I`wLC
z+=iNddM`e4N)tu?ne~LM)=NQ3*#)Iuq<h!}<R3nmcjTQW|EMq`nz%%Vp_t_BTdsN-
zglfsffsZD}ayb8wg4^c5^p4%(F8<~;S^t}Z^~4791I`eVU5IFE6<)&=34~MFY?lf|
zj-!clG{mD}DH^bH_LW?sx52cs#`>OSIWI7T@Rbj=l+6aW1NT?i-NBi+(Yq@2R!Fc8
zv{Hb07P3l<9!Lo>gGsC4aJqFmU0hG5h@(2~rU*qdqVw#2MkYX&8UT>mlRZnL=p2G)
z@mxlLcnqy*lk|Z3-HGYu3C-^HI_m%@ci6vmp_#M;aOdUPr$o%bJvGx8L&1s`<2b+M
z0p5(-;nS}+qNTTHk!U*Ud$%*fz|hq@$Ii+}H`gW_o7mTK&d6TO<k3djs6<dL-t&f|
zFJ6{JAomi*!qZVq`?hV%%H&a<jm^gF7^{3hFQPP$ZCffnJoohx{LQJ-jQ2cCt_r@G
zBE_s3y|`#Vn6Mv>fEHNhI2RYigqnT=I=pc6Y3}irXV6o}WD+#;%dEDTZyZybAQAq1
z=*^J|S=^2_=T{XdZWZ#QM^y6WXWEnJAcal13oqs)EGk1kVWPdid;NIGk;yAu>@Cj|
zhMCrJXgtb3{~~8Oa@Yo!+;9_pWYFvio>FAI&_(65iPZT-{4~CESaNMRRUp+UszjV?
zZF3uX$IP|I@to6oSlpVkgs^TrXWk?np?c_?$@_^zR&tq2SYvTn=GvPM81MHd$-aM?
zI+X|?GMVqQ@0HTd)_K;V-n+#MQ_0LoHDwq@XlewBujU5ct6%ajoN7ABo8F<004`Qi
z%&CK%WLND;!pQJGHY=z>KG0PZMKz%Im0}v2Fx{ReDNt0EA*UI8w9L16IuUos$bu?#
z$IFX+x#1kC=5ZxP6Ea)&C~PD>ukxL>;TjSbt%%D-aD9Z_QpRQaIbjfKC__yqc)A5%
ze`fjV1sK?L(xSDn;XGHcX-O)7V2oAcQmYLOu{e%FB5smuO~mV-f8Tk0GjR>>6?wgG
z5U==^P=gjP7s7*^q8wySu}~8Ubs$$twD|f*-~$e+TknxQ=3_x<iA9g<OJJ-d2DXHq
zrz*&P;{ws2)#NwhE~|cc($DfOaxRZlUy=c(FxOb*u#1KUhO41e_npw_Z9MLtRpi^n
zl?ToyWai~vtEXL3epjAQb@2||IP7NF2hL7IZUnY(PSb3tw9r_HsEbq<7buMR)P%i;
zZl-i_CNFTGy>1t^pVH8TC=N**t%0+*S1o)kSe12AlzQPco~SkHDO$D=iOOVfBxQ+o
zC9-ljX(}hAN1=W$juHODp=qm%!S17aMd}tK3S&mu{r^p$WMA{iQ+0h!8jg#4t1^eg
zi^_ZhwU@|bffIg0<SCA?x3b=~$LMfs@+x0SsRj>A)ROKzQ69QVm$-iI5~nE@`M3gJ
z&K9x%O<8il`KStYDTS)0FcUdv$;#%;`6N>;@EOD_I>KUH1}y5$J2+KsS4nJTGH$>X
z9F0P|#+RI_m(Hx~aFMh>T5jSg@*B>0yrz4vmq-*zT;Ll_n4Ue=wxO{wK`qy}z}GxD
z-q?X!X#8*Ub}$pbQ@B!>!*$B8FIQk_Q>+*K9i_)E5lxULRy-<FurkqVp}+%=l<;@@
zR=XgmzSe~fG^i7qsLoX9CTkNpaYHP8bgYtbj}<eaP$A5`KER0|UA(Ngc$8!pr_V4}
zQTv<hQ{x~P?qT3#cBym<RY{!Cm_Zv}_%7&m8%seqWdH;(f-lF11_XsHO8Y%xrQ2Ol
zmOUl!A!p!9l*K1#=NZK5l7DJV9jijIRdlb6WLVisVP$}y#D&du^jtkBB}|1=4JMiP
zxYg`a8Av9BRh3o{f$ysOjp8>c{YIX@K$j@#g+~$>2Ff04(O%lS5OjIhWNn_Brzx8p
zYok4XZf=&Jn6;G%)tF*N-_EyM{In?A6pVa&oEwimNc#g9ZXhFP^91SoeJh(F<;HBK
zIys4w>58S)Roc~Ulrrc4+Pt4}oS}MWWUnGVuvW5c>HB+2*qLsw8Ww^CqulR$U|XXh
z(Jet|-%ad}T`ND+T(R7_V8W$CEz0-kJe9tTV62TcXo3XXDxpSj6)90Yvx~K5<Fwsr
z6X~**;Q4mKmR7xs7u=1ZbtyN~(J5KFNT5Ey8eU`~t1MuI11#3FIUNB~ErARDf9Whr
zYz<M~ti`Xdya|t6Ia{BjY*!)Ngm8Qz<D$h&)!4d7aYRmRE1yjfFYVVZ5}J~u1_lHb
zWtT$e!J|Q41S4`k*%h0Es&jUopy@}m!Cb%@hrQ-UY5HbA4sDlShW6qp5n7J&GpF;>
zN3D3r^Dp{N;#Hidj08Xpvu6cVo-w_6skPFVT9NP^h)DU#_?Ys<6p;yjwO~ejjsCb#
zBBGN>!<giN2(FT{s+et6rmHjPHPc22Kyb4#oWtKY#it-+o2wo0nYg!!D<0^IQ*zsT
z+s1Ltz;>IXCLl9TjOE2Cyn{pjimLZXhLh{RG-|>&-R-3)O%zI`S4NtxDO;s|Ys(p(
zYOhkdSXL4!VqR<h3#8Fat!*}|h}(OXMaXrQM4!;iGQHYyhf$9M;0bTE+I2RuJiLUL
zh#f^mAvM&W^yh`tI#zbm!z;+ALrBdJjz=6XXnn@-iztQrUVt1IpE&qZ*8f<0wqBI9
z=Zsat{ERhgH3sF<;8dNSB&fmkVzQJB47@)}w<wHBZ@X{MHO7f|#!)exa(24r??p|9
zhIT?%hlqyLDrJ;z8EXLz{5y>B74$KMaft?BliPQIz0^^Fb^PYxb?cEbN&W1j$=P`<
z6b4g4(l(4YpBf|lBu?SDfM{lzms)52oXmNWX9PnOa)grK1_j3}Rj^*6x5S}9QYx2O
zfj^0}xS}c~tCrfq!YA&G=MLOhFt%IM0~$QYl1jv7g%*&_KYdnUovN%!yA9|DNO@5W
zA=l_36+NRS2ugY}8Qnzo!EHtI%&uJ?fM=6+ZwP0nGhenzRDD-SRkb~|8%w41TO}@<
zlqgGkRWNwAG_jd(nX|8FgXDZK2@)Sjkar3wbBFpeb?cx)izP)B(THQ5x%EauPplrd
z>MT}tDz9y8H1WV86dC5A?oXQcHjbv3s~phA6Zdp}!9d?AOu7wp0t$=}p=O?+#X4bF
zP1V8jz_E*$mtpOgkp8dGP$yCqs!6BMNh+1*^?Ga???3SI^*Izve0derm{!mku~p0A
zXQNq<o_oL<Cz529DS4#wp9@v()RQIo^a>wYkStv|7TklGuJE&f<I1rmtIE>8DTk08
zi5(!in;dyIq_Y}5{p2-LNgLsDV&q{lz|Q2pO7LWCtX1ie`c^-z43}pTNnB2&Tb_V2
zPYHk2JwTG0JLdcD>ImEqJ=ccwTF6o6vg9s&8YV=F<K`kx;g^L-q*RK|jK?zihte7S
zbhB9{G|lHA+&G(rPt!Z2RrJi7W}vfczLn9Y`6s4yyRPHnl;Q$(XH?eAQ5cq?lXa9)
z14ESc{I<YzeMxXiov6OEM1HuJLO<YWcoG<Ijdv&;q7&xegt1+7B8G1MR2uLMjx*Dh
zAy-<3Cz2)Npf!we`+Tm^#e_y?Y$iw580@@T*-B1-K2VKlvCV_+=5@jolV@=y_hRV~
z=kZ&i1Tldyy(QqY*iy=UlJ>Y5r(}gtJOE4sxw*Jpjo_>*?AM7S8~_=ht1H9w=X!fL
zod`IMw90k)1LVwPQ5CHoQ6EB-$|>Y;x%kf5cj<=(xetr5H9E5~mP|M)*l088v6mP@
zRyXFI$lj&iSPmOy`$Z4ZPfJ@QR!0h$U6?lqd(^DKhn%=!<46u5SH2kbCBGseWu^lo
zVk$Ubx1Uzc3KYkzW(G4C|JPA73#lgLE*=ASn<&g=lg;#>Lh;67?P8tY=n(&n6BTR#
zYU5zTA(1|-uc)GyP~YCgwZzSna)E1j24rtGrnH3U8>WtneoF|SG3?!?aieY0b;$ur
znnbeJu)_q1K;LqLR2D`QUkfMoamR1gXI!DF*UE?wT>LbV>qun;vG$Qibh3a@l6u-P
zD+GzQ>Dkmt(R86V*NHi=+=XDF(H=|d^S(xo<hVP9gu1kTu1vxR!K1eT^m7)tJ?u41
z;o1aC5VYlI%CxzR=JlPZiGBMHSBPcuJLi>&#sW&}$UI8WMLd{<BxU40ko036Z<<=K
z=IVEz1`^90LA8*1$t~QMRR_~t)Oipg-EjGgfmmlYAOTu~6^_Hk8Z4!<L&TiYnY@U(
zxxEUhrd6JhZXJ1U{?UmrXWwFrIc`;Ak>m_>;u}wZ!JgH(vjbg|5XY>F%w?ITA17l@
z_zBDV1zBA{om*6O5l82zkthgn%5TOjAjunq&nxq28A~NUJ8HYNWVXPB4VVC(5)7pv
zW66XBwh>D!X_YN&ge8n;?(|JAG~sS;vsh7&qNg@xXxkW*RB*Wm%?kXqLDU2ot3~cb
zPk4DN%yw}OU-6>nToUI*e;+r0Qxk6OG{h)xZtL6_5-~SJ8xwIU<`Oe(5xXfX+}I=k
zNrs|*A@vs!zBW!xx+*O8D0Wp)>lNln`(dp>NteTopitT;M`a0;O)Ne$P`9khIxuzR
z(v?j|0wSfM?bVhZA3E;~X0V3g9T^a9rJA|$DkasYh97>|fo!03-~bp*jzz-bq5zQe
z1&=>JW?A4WEXspBNoj(1p<;vWWxu9stfkd!v)PAj_$=()i8NhOo=eb^6HYX#?(7)$
zE#;T5EG-sC@=BBSNI0>)atliu0Yh%aBpK2jX)h6+x9Uq{CVn7%Wxcho(MY^lDQi(C
zOK3Jv?{$6=G}aPFn{Tm39(?Y=$cYFji0_)T6u4FFcAdWleh9LhaU7}EY&ma3{lD6-
zwY#Y!+1_82g@gg~k${+(3E*XuS@(X@61EJUku8m-5N3Y;-Mgx*yZUu>EWuitOcHGA
zobGz;+VyflMW;&Gy)?+HB0ESwjWJGXpHuGKh13QOnSO$V_EY{V7ujekFlKJzT{D=r
zBRalTFTwVv5Ak0_AKjNN*alz^8H+w&t-oL`$@1Z0{Q!Ej1ed|!mD7H*7aYMBpjb9*
z50W^e9r12wt^>mWNh!ZI%@o78vC}g}y^=;uUeKz%7C&X<Ei?e=kr;Lx5b5kV{59a9
zv#mprWs6|Qs^Ftp+k7f8V|}*??mbPJ2|`$_hIm*<^r+!KVePz&aKi7oN<BPK#cJk~
z9+gfkBicu70)+dv@VOIAV8ofN?_}nRoR+spUt}AVx<0kvDn<c54!Bu7WeM-W8U>G!
zKg<@^n4!!a8XPa*B)DBa2PWOQGYEDSIGw<2aiuZGceG9n9~_TKzX6Zry5;f{jh{`R
z0orz_rMB3O6>O{*AblIX&ZA4ty4$P{>zl+;w6H59uRY;=RB0$nuG1axTx3csnGJU7
z0`j+faQ7%tH>;+ZH^#rrsbSe&saq`=9EsQrq>Xw&6Jos30CQospmVEKe!zo3G#D2%
z01jDTra_g9Uk`K36h=g!55eZZPIcU7ZEMwPWezlO3CD+LP3^2BG=h8s(?Q#ETtK~T
z(;i`hC5VDN{8hntl7`y_l;!vpiy=Lm+5e(E!siJMkt<d&72t71$vTlbz3qT>*yIV7
zwl4P{9G6txe?Pl}nxO7b2vyj!>&1D+F!9j`VhQsGjX1FAvgg43FiR63S>*c%`yMH+
zVLzP8KdO{<24aa=Tmh3ERsR78qGDJz4OG;?r;#&JEGlY88hA^g)5|D?bM|-w2qrMK
zOh6perL{ecEBgM31Lqrvbf3^iPNq<M{=?ZlMoiF1Zt=fpmcjjism_Ma3sB)C?+fp<
zo3t6bCr<H`AD~_*e@Ee73T2#T_X9Y2O!a=xb+#uz05%rzJQ^37R-(hWg$A<Jnfrzm
zMBqWn7OcbzCuLXEL>+CWO#32a_S-%AWD+pZ+5OGh90hibEjAk>iWbcFxaoAU4gF{0
z7}PFh3`%2|CGQxwSm7q~K#V?S8K;Kc*Q>itmG~;21T+%oC%Grd>s*2{kxd%;q!Q<$
znk-5oV{Z3O*iPV`W_F~8y!B+9#h$_>EYP_3f3M#Ejw{$;dGhDm6>^yV`7;*DBI*9a
z1`P`W;Gl-lpgi^z0QiSK8o%WoBVPHMC)$+%M!8snnv$b5A%D>eh1&Qp6R|j{(mH=S
z!)o@o09hI2PdZyb*+|l0wlC&Hvf&U`pAP*%m>Y^qgU0%RB*re0x~1J6%4h={djFG^
za@E2ZV+^XeZ_W+bwL0qaxELl|y<8r~s4NeB8ILfnSCN3`JbL&{q$Z%)J}kfQIA1Ox
zPVM8o({@eQjq4YWz<BbU^x+I2{~){vwH<k=J{Xa=5<eQAO?cPBmO+f-U*f(96|!yN
zx!(@#(x@HbLAX4j9ukVWvvX8FrX}B|#vKdBSOu@#B9)*tA?GHPQeH|0j~8UC2_g5n
zEDThQl{vIq->9Pq?&UMrC{{Xui*lvQM#~euVWX69Olou!$GIotGmcI^xgq8;nbo^;
z4$6`ic(&uB#^t~HC1xUXwasNKT82(DmGP4ut2aOEjk=&f;0YiUXGDF^i*O3xJK#De
z#nj~+S*lQi5j-0RsK3G<#q2IjTF0}hT{7e`71VF6g1U2DIF!Mw#h*tmq>_&5lk11|
zhKomJlJQsRXGcAT>dz=zB18VpsG4gpV>D=VXjx-GEsY^|Z6TKwtt3OlKv>$Qs#tuS
zV?x2wRO|vuchbtFYJk#%mB@%RwM9)_W6u(0Uuupl3lNq_4aSr|Fg}+%Zw4sSgCZ2y
ztyH_;NM|uFub8ostx6sFHMJUY0;r?r<;JlTvHoJn&SzMnrj+Ug<Wv%nG%|Y<kSDzk
zw7m&P(h<K(PlL2?MWSaiGaV?xcD!~O-lr64D(2w597FZA$(F{M@3}3(`Bi3DXAsIB
zN@_r7<1>nZUiJ>wsH$#em(vvgCI|alP-~=!S12-C+@kJ#`uy|l_3Z<;9AiL(YZ&F+
z1B@*}!f<|de+{p4gpZWhn|%hcrEQqz<tVw)kGM=ME8983p=uNpBb^M;q)K^MW0Hrh
zW&jI@3v$(vAk~bFQiRNFKTB&d=Sa{h@y+$}W`Ui-^T0e*ZLi}%4PpL6+`3+#$V-V9
zH=8<j=BWf4WHKK>EylCQd+4o!GV!M8!3E*$vSga%9YS3){Vtpn!#Dg;4D9wsbUk_a
z%^C&!#6V`zJTKrtUS%#?myJn;Hu2uX6tCKX=u*-J#hA>C(k+*ze>R`5H(U4xR-a<0
z(pCqHT&<4QCzLB-8khJNT6&QK1qpEApVjzVjAkpw%6d}8JdGMzd;~<J{n{o6vDwuT
zE3|P#eg_{}dMf)kp~T8|x^bB?c|Eq%u?yzMw9}RK2YSBA@^}fOgBe+j;C1lycKcoi
z-o*d~pYym?FM3VL_~TU1*4z0<Fq(HLaVc4NeZu`IQA2xm!FatK21@`yMqcgSOG!->
z2D|=z!srke??XVD#S^Tp=7Ut4l5rYmBb}6KsdX3?XIv#ttb%F-R}5VU?L^j`gAX{Y
zD4&cF3!FY}Y?j8_D40>KdJRAulscX+o)~i6p$D&HT`OVPXJp%2Fm$we3>*<N>QFG1
z<WF|+W7>|5yK-OOOloxEmXtHWfzbOP(;ys)Mdos4a`s^_Ckqk7lNHGF9e#EUwA@=K
zoXse4FE)@Q7CTs0Y30#ox_}zGTOj5dzCqcYUM)6@E1}-2>lP;v#7YbbbUC(526c|o
zbXW<M?MIVJa8OWlbR1uO&6%lCDC&%qDr7_8L)>eg-JNSe#OHEX=QME55HYR1`iuf&
zDYzS-aK*3pyqWjMg?~hakrno#rtUN>GmL?K{>*lrZvCBp^rTgZ`b0{3{~?u~!h{Ca
z;4mY~iMd)O+TX<s&!XL3gW*9yN*8k87oSo8ie><-)`LjR>f(22z!=fW@FD_E*J^1T
zMP<qJBaG%I)N~6m+mo&M!!kFvb`mk350Oj`yIAiW<5pBT3ov0=H$ED*Fu5!|P;zlV
z)bp1v2N#~yg9|$%8u8fUV17~rb+}=?7Zk)-Ss8l<yfnTdTv#z{UPzYchd#eqsCK#f
zKpUicI1lbtWwl+Sy$Qd1B*;#OF%lN}U<_*4ORj;(hpNU;caiz4IugT1qVvB$$|<u&
z1x|*xx13TX`i19`u@=yr_zZ_R9w=~1z{TS4B&$l6AzT&3wIr#RtSr@y0Xu}!*i$TA
zD!R0E_E1{!&4HD)wi;PwbsO-lA2r&ZOo0I3FLrM(n4{N(+JI*J$1y}xmw!IHqfcc}
zF9f|8MnoDPKmQX9k4wCF>ybiC!TXtp!U^FLPG<Mmi^<?${`zda9hLRf$4wZ;g-X%7
zs_0woP&>}t&NQte1VvUy1Ygr$*)f#CMQD0R23L?+zLQ6y0bt8-F?T?jXmxkszn8LR
z=G9+n1rQKh__<M#sdwBVgzuy?>2QST{^)Xq=2Zqc!neW^+RpCC<m*5t|GcqOI<Q&>
zXId#|MIe)@s!RxYA*8k--Z{{C45BGWmuz<^Cv7e5Ojf}^R{VXKwS%U3*LCq)g3x2w
z?fx~@tB+FTp8MT+Hq~|tiYVV^Y&79Sk`*%yC=5S<?7k3)<SjdDSEFUg&<YhNRqD1{
zyd$vi2}PCQ6R^iyp(=w-^Q~;wJnL@JP&tsRo=AA4I#gi-o7pshj)Uo%9NRPl-c+TZ
zeXBD*x(F7wIYRB;Pa5b(QuzJ+e)*U6-)>oj&e6ec>P@n9)eD*!^DFlshQ-hBD5WL?
zF+#9_McKk2;x+})S5zf*`XRXpy0Xc9PnpA>X@L3U3Oo{svs{{`P7o0rOkt6L1ONed
zioYX_Mrr_2JB%exiX&5#4{gOcT5;Fd(&xPBz7U%<daSsXV!Z>)6NF2btg!p`A`s0a
ztrC<%=bB^2I~Qs9{76zhd8G`ktM7j~|40p}eHZzBUd+Dt9MFm0tM)&#@f`7`Sw)#u
z)SZmn=v6SrdGWl5PL?Ra`NHjsBF1{v#xz;0VJZw(AS`_4Qd#em&dixCGenNeappll
zl;E_>9cn8vTTqHaqw1uOtRzk^S}PJf$o{cX#zA4L<<0JHy^SS2gO$=!6cVPw5=`Xw
z)<5XTcxM#+m+?4&3^Y$jQ8h*1M6Po{n%mtU9Mn^2rzohp0>Sae{Vo4*wgpqSyyT*6
zOvuYdX<Yy{!AM@n()Qq6C$5?)P<5@aO^K7Z+Fl|QrgxGV&_HO<TQdEh7cH-^Z^|km
z^(sYl|JV$E=n4@MSMvbGT9&Fjw2%x^A5wd`ZP1X-B?R!dI2eFl^kG77kxsosct@re
z2)rUs@v{fz0U}B=i;;PVh6%7=5dC+WJyr1ux?c}6ZsWY{+bZh-qY7XEs%`OIc=<E-
z&*K{6su8@krHb4{qV!aa=a0WYhZC?4Zh`0kJD&@C$tD581gK=I8mu1aS_8<0SPq&V
z31x8EtJRw0FeQ|^3u)9I*lxaXig6`}s*mri_Jl=rA8&5(_up^P<2+l1YE9Yf(PqZw
z*Sit><OG>S)D>V<Ll|dGcEwS@2RYY{rIV~mBCxGF09G@TDJKC2^Jy6JtY9zw(%d{4
zK0fq5Yvd5dGV80#pbEpvv9KH0E;Do_H$2c_1lyMA0hhpUkyQK1F2wJ_=f{phxx*%F
zKM~gcEREI9PBM%x1^U>!rAH>2`GGzz%}NCP6)l^vc#cjA0lROSDfhjH!j-mZ=^RdN
zQl#TAniMCa4O+1Cp)Tj=PF%r_d!;-khd~HDoVqHPaVpGExI!TjbHhN4ML06Pj0&R9
zP;!OU!Kk)9vX)9}KM*qg%D-SKb>KN4D9nl(U<f)!i`92TF<b*3HkCS~6+_2ooc{h@
zc|;(HM8p7)8G0CB1nh8a(o-!~nVvB(1gB#pONybJZ{V#=kz7Eb7iiNoO|L_pG(T3j
zJ~^3ovKlt6$^5Abr;lv;*knaH!ZlGW>9?eQSeoaMDM&V*wgA6DAtZ{+%CP(;!~tyh
zNk^dOQvL|eG~KqoUPUX!FNZdcFA*cf%1%73tUd&O6PU&u7O^$bX~cM1SnA?LB(Orn
z#{+hDsR=yNWi_sN%p4-vf-VCnXVDSY7Sk7$n2M}=EOZK>tJ*88B7pSZlR3j7D23DX
z36dMz_3GR5!jc;{rx~Jl<bd~lvWAx-XeY$`rDU#|6OjkjI9$4WUWA9r)WGDwtklpC
zE=oG63s%=hrD+xPnfUrAi<Xb6kJ(H?hU9phMnO5{2nU5>0DOR0N#MgtT+0*E&{h{o
z>j$f#0X<)@5}I7ZBS=NWsT8b5zm3n{AJ$eNH=Y_U))Ga>MGOk~Qh6_1*Dhq<gvGsu
z)gK%(hR3qe4Ju{n=JqZMsn>d7TM%$39Or~25!VG#H1|n_c_eq=dn`-?REzmfqar#u
z>7Bavb6FV>!e~lKgOQB_0dl}`@{6o-qP9IikY!&t0Fq{5dbwm)c~3#ONR>CWLj`!r
zb!WN3+IyBUBV}Q--fAQ1K6!S9R^&f-%Qs;Q0re&j?3Vv6!qE{)-<Zrvj7m8+b%b$=
z#f20hibqK|_}Y@7(1n@9rIzN9o>&rx2*G8-<qsM!+6F#!D?&HLK0*8kh{8bDax!O%
zEBrhnlGO&QhCi7}oYkZ1n38g7cJuX(ZmMzVB^9r6LcKRM?5LnK+DLT3{YoGmwC#Fz
z{_RrW#vYbJVwc#Q)ncBKA*=BSzm`rcQC1{l%ntcC+m}4a>JuSz4cp#0PWyWPwp}-g
zN0ghePdVJFJ1N5{5`oElbDIMti#z6DzJH%XShj3jL2={!+ml93;i0F5vlc`uc6`#>
z5R3_zTD&1Y(i6iBWIb@6|E&w;)zDep_Zo!bh;2c*GFtDwHQ&w9q$8lE+A<g%*4t-~
z)!P&3Ee7b^Z19e|CUIQBmY!-x0Mic3oKJ0GD4i!P{G1IXOFH2g&73$8CqrW@ON*OD
z+}Qa={LEVBdTQq77WaneHnZx#Ot|NZaa=y*A8-|pDXak9SzExmxsY=9?BN<^)V06J
z__2t|$QNcABMrRFK{0%XUzXy<cdU`dcpUC20xxd;B$$1JV<2sG#>x_&3FL7)Cx`WY
zu6*0O|J{c9)R-22CjTa3nhJahB@ZGFs!EN=G>YJHv{8h>BsuI@3zirME^vEAMtJ`9
z7Nsb-zH_!r(LHCEC^zV2Zoqu1Kv$77wJpy`i%rp=d%;11h{uXBZagY-eaLuxH-d=h
zA&ml-ACnl&WY5JoIIC971n)i&*x<%fV1rL+8l=W8cv*z#d8Xu<RkDuQDscvMiIY7O
zDL#`WIZ2AcG90coKjS|)rT8pK@!#-c{5L1X1)n`czv7^oN>ciI7W!Pk1WIBBCm8&|
z;~Z(XnS^9n9`Qwb#FKU%VT`B$C>kei)MaQ96+9J>@)a{rd5ZcAVYgo0Utb^#`VITy
zY4m&+i<>!L%6Q?(3phn90;Yx}K|VbT6SipP34f<*aQZeNBgYLLuSrNn-Gv?T!&g8x
z1V-;@(!}oqOVB7k$P)Rca452#RuHGg{fs2*9<_jRAEOqurkPs!D;^*)Mc^wbwfHUK
z;L^ys7&yXN0P3oZ=%s8ZxLRzN4x$N{gjGKOT5=kY${K{#=oH*>ci0*p_x`VjPd}Cd
zuRPg7^Dp*#GWVE2ROzQ?g2I69uRwMz0OJ6s&6=x<1}3Y3_OjFyG<VdX`#P%7ltp0V
zumT~|3@0t(_=L&d+uEV)V}F{V^cqc5*|7O3igRyZ@{Z;7+CwN6GMcasO@#ZBBuTyY
zdrv?>@t(wfxW;zHb%_bl&m@qLi%CSow}6r;T$#;4k4X)c(PQ%BWtoWNeu#s@bV(sJ
zfmQFtva`kY?cMHXwfM3P;qr(TyLk2|Smh`a3a#ge!wux|ewtpe_K6|F2R1K-<e^=X
zw~&+Rz5<Rs#XFcYcNtwt4_)rYZo6gQ0yKnb^vC^QNb=1umfJt?*h&2Q_5A5CPk34b
zj@Q<+gbVAeBOO>O)!s&G(V6#NlMtFbN-WWUZ#D3IlV-T3jslYQSd`kasKf<AwiLDe
z<6@OC{cZ;L%8wa}#gCp2^1D?2zc&zCMd3M=jIp;dM?cL{!Y9P}-y_yi$;~=2C&ilr
zC~eFI&22MX+POkveT~HTl_7;AYWSzDp8gy$vzAW)IM&gpA@705vBB#x6_Q03wv&R!
z7oXo4&EBJ_WU4a_K2Oo8``)xM#7Zd93;to4BS3UDh9f|9m2(6G#-=_up!^ggT1}Ej
zLh_{3U};08<!cz`^EKc~x5$!KA{+0LKC9uCeFvd4SH}LyWi;I#4)Su_8ZFZT2DN+{
zDhSG$s*|&T6PId#lI`qP|GB)|fIWR!V&y@_Ylz1DhD@8Z;7ZKUPCZD~R`Nh@m2}gd
zW;m_ps!KYOnm9~HV)E4E(g@6!YkPyQ_<p{~Hn+q$7MDb-Drf1SC)Fm-%lX6Ym#-MF
zgOiKDokhXp-Lfp9x1K_LUh^dJ-%A#2j~!9Z<m2MhVfN<J)e3gk`K+7G{ATlHzTI4{
zVp$#QVQ)61OaS3AU`m&f2jC3TW_UoXNuh{{v9<rx?|e=v(;(tj_m;8cQuZbvH+lMv
zZSJ4eq4L!V;)*OV)|N}lq+{}3$@JuO%?ix>YjEz|boF+*v@(>=S*z3*ys)2&$s@s3
zOpFUrPKO>RXA<@ZzUlJ-$?RO5O|gcT3rWoB)7A1jYRSJmEH+<nuQ1Vz3D3pD@~Ema
zN(_iHnc;ORC1=)1hG@j)iP;@Rq%G;<5ewlUx&F6N3hZ4UqzlIgB>=bdilfZcHx&m8
zwG@eSC17fRar7<9a>Ni#nB;nhrWw#|IG8*UXpG{yY1AnSxEC}uNdZnA&)7;O1#0)_
zDmY|uZy1+gC*!_@hABmJa2D<>TEUSvRA8SNQP(-LmA$P+_C!v9YkhKgW(9u+^BkHw
z2!%55D~4f2W*^B`j%MHdCpgCWG-PZHB6Z9>Z=YQZEoP=Kfb8)_F{idXSi?hMJ`?tc
zW%R(bsRpEJqEs4l+Ov<aN@+IQp#K|c@IxXgyKi$v<EuiC;*@|BSW!a3P(RU{Zg%wG
zg;JU@+0;OhA7=#v)UL*$WWYzX`&(>|^6vB&ga^}+u<doiDXlPIh*RRWSSkWRw@1q&
z1!nBp4@a1F{J;|3l+u-5fB=ye`o|KzZ1XN7iAORZ-bca19c0DR6eAN<Ub3#fgx<67
z9}EQGbC?RKM?LE2JNd9+EqzPd{;MRXFKwaa7qQ-kNErwO=yoWpls+xllbALDZuQv=
z0k6Qb%Eriz6|KA@p72^L4F^c1Ag1-@#yVB?^F})iSfg5|ycuc*ix9&D`+wc-^{6^`
z=g9maqn^T~5O5#yE_NJvgBH*%uquy`z{Gw_gtACS<Ih0Z{__KVaPr~}Hn##saysn!
z8vpbkr4~}F0e23w+Bi^uF+_k>vO`z#D85AtY6p_X*j(e2$C(D!Lc$lL=;uwgTO9$9
z*J<Q#w&<o@Zl)|p;%2?o^8U;2>wE$7bBpRyt}ZF6IDUC1fFmZ1f{V$<yyR6Ph^$wO
zD~_+a`j;&5eJ7`%W{1E|pOh{0s$4fvJ6)JP2fhTz1#zV~S9{~03Zag)b^c5d4NICJ
zwyp53q}h)4w$NT&AYccGDcqvg)uo)+@GDOJ`=Mill9k@=gD)v7QndwMMp90D4MP{e
zqhuN07`^<Vb5Cb8cuEo{G9qwK>1&)&L@-(0o|V&J!|NYsV2=XkX<Kd{b}^ZIk4}Wp
z9P#&dxx&aE^j@A44|0Lx>-m4>u4C4;)&gS(_1eOpPo5yr9%lJav!N$UbUqLNNygjD
z(nx&z<!;rkF+$-)w=EVt+58f#0ZI^(Jw>oM2YvyD(Jgm3w<`?J#SxWXbh+d5^QNrs
zo511>ATS9|N7d=bR)^peV#o;SmFjFlu;<dw0ebiyHDX674d!3uXC#A-lO*I*5~VOc
z`K}W{xshfw(U<xx&Se=)G04`iAbRo%Q#23?e%r|9qF1!_!*yc{iY;&d=WcO(ulG}w
z-aKJpUFlkbX@t6T)*iVxs=`C|jCqV&*vz)91(4$h0u3IDrlJdb47wmu9Zkk>#Bmoz
z*gugz<qlOf9J`QwuN=MEJQyCj2nbM?gh3rZBvSF9^l}_EB8L+#u{Pnu-Jt;M6ZGQp
zT?+E_3vpdAYh@D=zN|$8#Yf@{5gjz9sgD7lMZxb_b4Is-m8BOOzrzC$A3IXUJaUjU
zD0n&{6^kEq`ryCj*n|v=*m!MR57p4~=5AP9(2d5-=m~Jv8x4(6^o`rnhgC?KbAi@z
zk^=>xlt!OP9ggehO*zyGm$r{-sEiR`nviH8s+Vf%BC9$*6}hR^2o}on;6LfE8~hID
zIPKQ+?^=%z-cBkw&fngi1AHRE22DQaeSKTZS7@YRJ;m$}TB`sB%mRi5E-@Y)e+q_u
zdv-lLy}idaCfoiO$<SIzD#?n4%g+^|N61y>sRu3~C9Q)|hg2UBu31*AF9bneliBxD
zU>;@Q*E_DNokdn({o)@?g>b{bVz++yb+KK(j6=WeuncUJM^rms3#2SUJi3B0eNYl#
zB661{mCLvkz&qLQB#?_9A#G;QLOXeNH6MWDT+<}4>ME9jSi@JeHD1ESf%p^Yj->T?
c!be2crckjwDuPpotNIL_w8g<!W=oO(AG{IkI{*Lx

literal 470671
zcmdSCd7M*4_BMXm6hw!(%!n%yH*gIgo45qAH7ICgQCzUoG|i&WM7r5jG}vUMZKH9C
zGCFE>9K~fc?ijU+hy?ezjN+bAbP_?0s3YRSd$ziDI^Fqx=l%WudfShrpXWKJ&Z$#%
z>(;$Dom^fu=A_P@IyvU2vvZt-C^NuM6#wfuo<vu|_>bQi=JbGn`#5_$+X3!I94e^!
z+q`a(rp;@2QXQuYykd*PIx{h>v!8x3uX{5M5%|Ysh_4vW{`lore(io4=V@LY$4ff;
zVXiA<tgnnsCEmOiq|x3cLGi=%&@V53dGRx^j^uA%jXOrc|0jq(p|c+lVn4n(C(^(6
z6>ae+_(kJX{QZChSRs5J)#i1#LkK$N)%cwOewgQf`(yGPC-ExPB_R2mSF9uc964*|
zlp#kQIcw_Svu4)MTX^`wVM7ida?}wGbB-8D{q}$j+MaycL^P-JV1B*ff6RF|_#b<S
zy61*-dp&%@;(z?-sr|msoI1SsKeGGYx-)1E@IQv%9{x|nZtxE1)NQ+Eow_*@uhR)N
z^V0~w%!mIM!2gTj|4ZS2^K%*eayk6J1pdE5$ffeS{nHoJJ2Sf7)9tfQAM3d!UcGL~
z4sW$w|69*ZZy)gC0bT!d=c3UUKH0D8pJRq^ZrS_hUu&m(fBT`w&Mz-(c(eAQ)w?a<
zanx<K&%M}d={{dda~-~{?BO`ObfCNm#psB?1_q`h{tPH)NBke5m>uyyRfu~&%=3=y
z$3mey;=92hb;LigW5;}|LObumAa>Nw%N6qMv_r@CIIp}N)U!_oK2@Q=*H>tNRR#NR
zD~#7&73y$P1%6Ql{_hpW_o52*{Jp}sUsR#}H=sTp)qiyb`*SMr|Ea(q-?QWP3l-wN
zUtwN7T%n!S73Pn>LVd2Okmq9+>O8!{aW}U@+<#SwJE+1ue4xU3Wh>O-!3z0w->Ks|
zUs<8Qr&q`a*Ts(J!{!S0_f*L9x(am|S0SIjRj_}lg8j)A>ej2mxV%`QZh;EN`wtb`
zKcd3AbV-Hw7glKJn+o&on+pAXuL8fRLfm|X_CKr8-%y4253I26?N*`vScUm>Uxjt@
z%L;MVSLoNE3i;2hFrS+$*iWdypH?By$rZ-^^9tj8YlVKzsnD-CD%A6t3hk_|FfM&6
z9FN~uIKH-3=<mT5><_At&qWpLnXhm>&Zv;*Cl%U%vO?VsufShbVZ1J=z)z`=&+rQQ
zJW|1a`wHXurwZfsc!l<#tS~N@R~VPeD%jss;ds2O!g$T7kmm>($G*-^PV={ZXwh-*
zrGFjgbg4t=2){7=(pT&kmY6?T)Fa?LvY)f3<4;T_2KR0FvmYEs$gjJB`AJMWUrRgt
zZa9IMfly!kxk7l)7C&Lbe*)u+d6vhG$oVVoV|#Lff6kVAdJk{Q=U`lRhJ02?o-obm
zXO85blsx+hzpK<gRMvh1>@lC4&gJ|~9j*oYj`-y;E*RH)qtr+GI}z-$K0(RH)aQPg
zKdG|%J8&J=&^WdB&_nUsYlu@_J$?3^`s#+pnz@bD)lT&(^Q*_zO`qA&ST}dnteS>~
zx(26u^n|h1Q|smmJz?yqS##>^Ce%!sRmWP#N_Dt##@xD^snr+OEvl}C-x|UEoYPJn
z-!QmtcDQj-)qDtEyRfFZX4b4ZwV+nlEv&5zH_n_>k9Ol5j)F|W1BX<Pt!}7mte#a@
zKfQ5Abxr-$>V_FLb1{0=Y-KpW2ZnR&rcJGBtih(;7KT@km+)1yXOBB|e9h?EDwb=;
zR{@3&o-@92;IQg(Q>q*1*405HQ)*__)YsNkPn$Ehx^8YwLtSuu;{a<=KWA!P^%S7T
zjfaYX^U&#ajc{38H@X(=2Gl}&&{ECJ#s&yQ@v6pwFbG^`)>cDpp%}AAPpF>YtF9V9
zw0hk5DWk_9RXu)i^@IUH90hGsUFOz70p~2>Tn7xoZp;ZoDWUm>s$lJSAV`}t3*brP
z#?KjFO&x<S9i^(!IAFL9JhOhfgs+(Di36y7knqszYRUlmI+aIB>N;wGDI5$_cuZCB
z)LP1<aoEf`4OE$<M%T}5l$LPFk7}5Cah(~KAvNJ}UHw$m#*mry4Rv!Ht7e;)uvK?#
zROzSI!AzQ6SKk;swc{bdJTTt0nG%5J2r$EHYr-|PGkM;@<d_LX95+?W2Ty^?U2pnr
zM|x(x30El^jZ}Ev+`8)dGv_wWtC<BY)-T|R=~jLY)cn7wJd_ouN%d$b;^|PK*)Y$j
zt_=eQ!eG-;1G6)1>In9;Yt@X#lE_&9mk|d+Vx~1X8o2rs&O8kcCg|A0nkh5q55Q?q
zi%UUu<Dzg~_00Ndb8woqDTuAp|1d1zaTL$QInydn!m7cwv*tALTp8aut6?;_l^s(0
zXu^)-(NsGD4xPc(?)))x%q3<nl;xsql0p&9YSFNuCJb%kf^gdZbt%ncACHIQOezp0
z-@#GVQTDPH45=R9IIMbnUE{Qwvu2GRKgd0v2iL+1%_B8+R*>^`#~K%u|892S5d|G<
zH^as^9tFqatpDq5p_fx@D4nu7GZ5xa!_1DRjXgMFWMuswHDEM=s;UXq;|Er&`Akb^
zo4VpMXUA_mte-Si4eeJ)XmI=hULPBV&aH#hWj>uR=y-+BR>K*mb_RMwO@`LanH{c~
zTjwrh4VV&VG(crEzA@Zkk$8=VWt_$lS8-UL2BG5+N&!L);q#Z7Yji-@&Z&o?n^)UN
zv7k3l05=?*l6-LfSx_@~YV}Mw8`m_#$*8erdU?t?rd$MAGI<%sGn}2)<)N_BK{#AE
zLA3p!LXC$~RGls-$^YA<5z?W0tMiz<(o5bL+ni?P6kj)Y?wq;qaqEtM!w?uoJd3!q
z28T;em&W1l4&uatRB32^xO-mba}4bu+*ACN3TJj0jB#>${qI&SlO~MDAUwCpngYci
ziQAj%88cxA1*Ht?jA5}f=jJ&buN8ymPMtDunrTffYHf<pc3U%QU`KNo&eZOlpdAA&
z1cP}w<|P#3bhrS>7*4~jky~G$ad65oQ)9qzcNFJLhh2^xM4AC~eznIO?g4RM1v@fm
zslEpPg+-`#&b&tY?f=utIT%+?+%C~+ql1;V-B!$;JnUBN)HZuDXlnwTf9$lP#yi}O
zKsD{Q!QCKY1825vpnCekh1KD@xeasbYi7ZAq<X#&tZ;N-*g9MV|GNnYgNuh$N6R}b
zasS&qt8auk2A2l2`KkbR9@7v`uZ0s2QUjdoiS-L$PX&AOhIzB=P^@L!hA^Cc8mBqa
z=D?N(CJS6j)Lsa?)C;Sp)y$mbz~l-~nR_7!cr^hR8HR<UU8WZ7{TI$`bY|DhuALor
z8t2S|?crQ!enY*qj6!&kGmSO|&TP6~a2gtFYwD*#^Ke|v#VEBi<~q~FL-ym?<m@@~
zVG~u2`N~z!?3$VN4o+w1<WZxl2OZ&aP98J*gi+N4j~IBwVE6X{N4dYsZ<8j0@lnP^
zkTElGkTYu1q>(3#t{!m2AZ~yayd3P@?!PWBqxCNEq^k=&^+J2JV9eg#T$ZtE6>ZG#
z#)~bsBM<%^t@yX?=@nxj0~guCqsp<3CE9dX*_ifvh{q1{+LK;8fn_K74gbaeOoYya
zkjFgnSzjmTP`E}l&u4-MErKiJ9?nj1zuM?~D}COcGvNxpyYoj^@8SeR_k+WY*WCnH
z!aF$ofsSqNHghKYw!L$hVD|5#{JTL0Yzr?=^z#02#oyBzBKA|a+zfa-=S0D^gu6N8
z1;739g>Xltt20G#WB=>nRzPQGHeme8U(46&kd)Jl82-oH9{^_u@2Q&~bAJPQd@gBz
z%=JF<R~Qmr&3zK&@mZ$%G4}zGZ!#pjn)?;VFIK!0=RD!I3Dv_$-4zdoaDP0C=aFQo
zx8iX&nIEs>F}C^Xr+BQ9`SB?pb22}}6mRaipypRROc3`cpm?}-;{F5`4-?M)nWT7_
zR_;$o@iMfe%~1RwTx-V(D;}Roo1cY>*UwQRir>{3!|O7|<Fjw`6Ic8n4GFKy75^v2
zCl$ZD;#VjhpRt>tl;Za=B)qOv{GN)>D1I-+uT#8vPX@|4#qXo+*DHQs#pe}|&uq<4
zLGfNg!fQ$K`zd~l;`=Jzxz5i2{T1I`@dqg0qxb_A-&^qqDc-C2gB9OT@#bD3%09*S
zSN6jce~9A!ir4RB2q^wAWgk@h;fkN6_#+e_Qv8vMpP_i4;=_s`sQ877$7i1AC!+YH
z3<<Bx6hBz;am5c&{Bp$)ReVzM!xX<l@xv9LQvA`1U#a*Jiq9zi7{#ws{IQD9DgHRc
zuUGu>iq9(^-?w6Z3X1m|5?)J+AF22)ia$Z|&h>Wwk5YVh#V=L7NAV{rzPIA56z^61
zNs8~McysR?WuM{$%6^#QM=Rd1_)`=gQ2eQi4=R3);wLG7tl~q8KTYv76dzQ4Sn+2l
zexc&WDL$h3@rqxj_z8-SE1use#o}_spQ-GVia$&7D->^@8K9g}{MpKWrQ**~d`9u-
zDt?{f&r^I(@skz5Uh(HEKCgIuUzYhPD8AZ|@LE!QNby?~e~IE9d0vBijT*&wSNs&k
zdlX-*_}+@=BZ@_@;_H-sKgCZ|yif7d6+cYzGZgPv{7l6M6n}x@gNnaU@skukOYtGa
z&sO{l#n&r7toS*KU#R%7;v<T`Nb$=QKUeXArcK=owJ=(NrZwGPaGY&}&#61W*>>Q0
z@Ncg^e)tVBRj8QX20sUmLyTMfVvg`Bh;d6>%n&{SaTmlX!bc<Sia1GlAY$CQ7UP5u
zL5y40VuWyC#5jG5VZwVN?v6M_co)RDH7y1S?|>M$q(wjB&WLd<TJ#a#Iu$T(L5p6(
zn-SyIv*;oG6=K|S79GN$A;wFLV(E7v4*UQyUIG>Kgx^ApThU^U@XLsC3tG$&UX2*H
zp2Za5G-BLx7L$Y@MT}d`Vw~{(h;fTqj1ayHF>Wo3VZyf{#w}$rMEH8dxRoph315X6
zw~$3Y;VTg1*0Ja#d@*9&G8Vmr=OV_fV$nnR0>rpQEINdzAjYj>vGg1E{~W|##CgKw
z5aU*`m?L}&V%!22GlWk-yg%X;;iC~BfH+BbAY$C=72|{tL5y3xVuWyC#0Mh|6W$YX
zKg1!zyCCk5I7oO0#JGhk`U!VNd?;cc;jOiRam!Zp65fm$w`xTX;ja+m7Om(I{tPj0
z&5EU8Y5Wo6maLd3{1)N?h;xKrMvPmtVutW)#JD9ZrU<7I<5sMgB>X61+=3P3gzra;
zTd!h-@Lh;;%T){$z6CLEwTdCa*CWO)RxwEUD#W<8D*6duff%<`MIYgd5#v^>=p{TC
zF>axX9>NzO#;sG)Av^^!ZkdXuUugUh`w`~}k3)=Gp<<5kDTr|kRLl@Q0r4orDZ)o1
z#;r{;Nq8V)+|m@|gbzWCTbW{na9_kHBMuYZ6LA1>i103mM<Wgr-U0C`i2Z~+BgQRC
z(MNde6u`JODS8QSMvPmMqKEKTh;b`YbO?Wj_;kdjtu+3KaZ6In6MhRZZbgbY!Y?Dn
zEl4p#cr{|&dK6QH(};1)QA`qk6ftf!igCjCBgQR8F+%t*#JII6h6&$-7`GI~5aH_)
z<5r>=BzzTO+(H!ngs(u1TZf{L@WqI6%TV+Zo{Jc_3Plg$3lQTLq395vf*7{|#nR6-
z{)j_}^MuDC##4JSNB9)PcuFs32%mts7IBL3(TMRBUQ7}mh!{`Z#W>+Z5aTJk7$Mvj
z@pQyt!h0gd6HqZkco)Po5eEtHfcOH$e!`s*Ux?U8cxw${JOvlMgf}C`Q*Y5j_$$PC
z$}KvCKSPYC+G1%7jXz>M#TN5~-$IP1)?yCufUie4zj=P3`LjUNhEj0C=xioDe3TQ&
zKA#_kFWL12{Z3&46!wRB9M83ZmTtw#2RMOfrm^$39G!II`e)_6aH5_VI6Mh2fu=2g
z2sD2&f3KAgja+t~yb6VF`DwlSEJf0p{K7Q+Il|yp)F%d(d_xU9|9cl`AkbV2JYP6I
z&}nVp&EFgU=(g6=wAQN+w$rN*9Ho(C_kiQanYZ&qa4ghA0Vc2QwjEHNzJCGt1FP1<
zA7BKUj(6sD+js-`xs82?4%>2*ix-1WJdSAOgz<qTn}Tp|Z+`AUsBNJ6i6p#C4YYJU
z5Et}7b5&tLrirvJjR&<}1C?8aH|Pp~f`YZ;TYLh|*}~JXEIosLEl!1PLm(E#;}iv4
z?*p*}!B{i{O}E~M#RusLXh2!61&?g>S+JmX{tW-N5DY92#CCfT$v{gKlM8gp1zMb5
zPddjOKJVQB(I(K8>4bJu=M8f0fa<6{52S+W1)AT*<O=`UwylZ6cWQ}ZVVVk^MiB0G
zZ5>q4waykkhA9SfrPqy_rJ2UVRE2&3!L88E&^@Zq$Y-g4_$DvaNbjG(_I|0%hX4Z2
z(HUHz9A%X))ImytY!p`*Y9Wplv6X%oE8Y^DL{6sQdGdW7dvp^18jF_bC4oZggA%V7
z%n%qPmZBVws_+(eO?;q<Q4G1!Y~d(|W~jSi<dy_y9m6!imC|XZ1b)QGO<T70N<g7{
zMMrWKjd$%!)Eit+Td{kX@)^@QVP41uVoy+B+~22-#l5e<ZIkFT&~mRQ>7}XE2^wD-
zmD-Re7lX(3ieDY4^&xi>pFx#g4T*BE*9My3D{Ru^_9<rFj25``2Aav@Wo_{sS{ON7
z*cX~yg}ao(jX#3W!ovu?`8(TD4_}nZzjr(IkXpxu-psv5)$M4~3X5P*50SjwD<#|p
zdwCF;$re7mpp(<;g%Ygtz(0kL9&?<L&1=BGN1ic^m42C0pphBy6uQS)jpkt@od}C1
zkJ=sB3GswZ_;C`(5}X2=O43hZC1b*53&RM?&_#2$4^K>|KKQv0N;nwy>(Br**~0E^
z`_S9%Ls0eM4cmv=Pf{OPjpkthY#%=SfpQ}a`fw?ADZwd_sr2D{>YOmyLStJvm?61A
zD?_+2SS_5ZyR%A#0oa>W4|P0S=)o{7@aUOT1T*(<c$B+NQ!QKg2+|$-EMC4rJ$OyZ
z7P3e-{n}~Xc5zxpn%4(f#ulaq2JJ}ebg!i`a40sxKY`{Kz|XWj2lE1B$mv8pUP+`Q
z9hkY$=temGpo2N8&sUsj<Pd12_%kNNZA&)>foU=A(n+DugK1j4)}?(ycf*FKa|=1)
z27u|t<CzNz_wn~&x4R^Trw>T<X_b^2fG5z-Brl_Iow74S5mR;^iLpp=Vd4G`Gt;zZ
zI{tIYaXDTgvV~)nuNj^Gz)6)qfm%_%fhBA3yn61)^CrK5r&>JGu7Hd1K=X5xs9R6q
z#SttJ_|j@tgcomtsnLw<O_+>m9ey_qq!_*<OUGYb!-zHf2O7qrabmKCfh7n4>w>`j
z0cN8!0KwqE-U^eERzH?jPvTZ#)dDMC>>h!c)%uy}2f0yG)F`Dll%pck`foAJZr-*H
zPl`CT*fd+{0^HIMdo7LQEG-NC+Fz*OI`A+IZ0hn4)}ghG4ct11x|>5LmO!EPD~Uhi
z5r_e^nxq(7q_>eoE8d-S#3fjja#2_E-%-U#fO&TYLka-!1cn$0XXPM-W&P;Zz8~SM
zRX@I1PW^<`O4JHP{ZBph1269JJPbnX_DAzBsR3pn7~_2aSfbG)y%$N;kN2sU307sC
zsm0!$DG88iGfxBx0PtdloI$p5A;2aY@lGwb;lP)7%124Vxov4DXZQ=fuBQ|D^JoZX
zBg_oiT>CXapTMU8W}~yfhUVJsc!nw~)dx4rkfRmPwW=01*V3#*3_mqW9eZUql?oYm
zuAK|{!(2<?Tw~L0;pT67uI<}F;F|V<U%g6=(MUIN+y)+pfy;W(yM04V*pN9|w%kNL
zgtUUTp&s0W5HhiZ5~kflLmg%T_167m7R-K#qzFkdv`F*jjb_2y50jc?$2c32EuX`;
zvYuiA&C&<jIg}tZ!Kw@=mHM4;XhcbX0j^?5Q2-8M$YHXDgBgY~2B^Imh6MIt7!<gb
z=Sp1QMucUheJ;^%a`bCfV{{wqP}&l;LK#1FVf!&^Y~RqQ%hVW6a2v|lhU%~(*o+_p
z3yT$2-%X{?lMq8)55y@vOn8$Lk7G6>TONpuSoe?~L$h>0I}kgPnqW2Rvq4Yga*+VF
zeRdNzAEhV&|G|*MWDB=5q|`yZmLYc`TZk~E)IhxmU=tmsaOC4*SUwCxZp2~877mE0
zBYzNF?Lh*ZA?#N+A`JX4R2ohz;KMsh9QSP1dRznO@@Cbc(BHz=uYhi@%0o0h6=n-p
z7U67uP9Rp5!Eim`=!N}FE)biTfo8o}FmCa3>Og`R<4t3K5ciBt;rOSdxU~yueof2=
zVq@1sgq$=r6=`!pGH<CQgZmk$b%Y#v5ljTGfpN2C40ZqmY2pkTnM8yt=URxk8>bpZ
z5f&!u1EqQ)c3*nhhmH*Dr4KAxPm;i#e}cSVYmUyQyHwfXyjYL`1zVw-yp$`!0kee|
zNr^b85wdA)fRdXumQzP4jUc8mR?_fL8586ci=osujYt1Z#{&tF#(pY|AIUY!0kehe
zIE^HwQ5BIbcSz;1o6RANIh-XqTuq)6BXIshzHI^nH~|tMfuw4$k*5HJ$`+OppYYNl
zS(TLNpA~EcZlbDT1*+n$(<SuI96AXzC*C&h)3gv&#j){2RnTo*0f>+-?8-suIHBRD
z(Vxvh$znea3hh^=TIWg7zmgkfGB(vV=!qOOg^fR{nz@RDW{|%f__#VcuOU14G<`Wk
z8V0ZqGo;A@u!bScXMp1v(hLST3ShAwPpEVmkiww^`Y@zBxpZFWKLTy`(>dWfDJ~=2
z*Z&6h)wD6j6S#-gy=>uKppCmD+-k*@#Qh<3Z*txJVtO;uC%SY>=!j||Dcmf@MTDEA
zxUg_1DlR0PPjNxv_Eub6xbDCepK!0vJUEY`bl-icIw{=8ipz`pONz@0_k`jy!riI3
zl5jELibuPly%J`=HRV;Z3WxD`THA0Od}4Q6x!pcs=dNej!V%bf)^!Vt+wSFVUqS`I
z%`68$eF1KC3ybEGIezm%%cyf!50e|N7umuKC|1+t;{)%}a_c2*O~+OO#Q|(hN6b=X
zO%~(XI)iObcSW<zW((t8&YtX!SDaTWe5m5gfwjBh;xbjcD9#*W-)?X_ELVJR{{}d@
znv7$yC8H&4@bd9odo{U!dps1M>qpo1Pk8aAC5kWZRnr2v^x&&WKN-;iv}_8Huq7oX
zTiEF{9vFeY|BGN);I|AT0`m;x0^ekq6u6pUO5kGzc^rpQt?2}l0l76Ui`~Q6S2-8r
z_(Ebiac|_-@&fA^mIR&&FdH2P2<Dzs{I)05LV9m5W*5QL1oXaztoQ<B!)0pgcQ)$~
z(xF=~RGkZIs5;2F7Z_VVw->W)3j1H+@M0GK3bs73(?0Np7}#9Q=HViNh6QUwQGW;l
zQ<i?3t#tYaVk_@R>25KtL_IeB2e2VnMKS&N#BhX4pG~uc1u*KE{svsPVTXk+z-FuU
zWATaeM%PDt4CVAjl4$o)^EdQLuo~s@rhX)OGLZmB)y@p5b%322`c1Gc5^R4C7UW<k
zr~8c<1tp?jKiowrhQtfD0c6PHwd@*ZSF}kFwXRRIYlKxaN(ZfaE2#-qqc|;PG(O;|
zMgpXLDnp6^@EC>|3s;WA8FEf=jm*$5YA=Ry$^hycq43#)k1EK|Gh#86(<z%-C(bNM
zUeS=v%+Jk{0I?s*(-A|h1H6l2$^`pdg1x|H$PgbxIsLN@cH^Bin5;&VHrU(T90}0+
ziK=yggBj*bur9~oh-C|Ba<DuHLpj}@BpS?vDVRKlz~vxDhCG<7+10^2a<NzmT~D;G
zo02pS=pG*23IU_^nO1$BRl4g(R}FNVTc*%VZrH~SqfL66b-jUI{iIS(WXL%k!LC7e
zMVs`+)^!rOCRmL|Z0&CTltzXGC`xyR6awJSpODI7vW2f0VqRFm4;gv{zRJ)M_#8v5
z4jMnikgJ$2+`*7W1=Kje;#1wAaAk|j<Ui9Aq!*WUi`3$BEbFi|geWc@-KU*LiwiQX
zS5pzPg-;-YxzWd_*}|T{;o{O81H+w6Y(XzBgSg-k;$tZ5#ii>VG#^>ji_0kP8wt?2
z$3LbbQtJT!&M<C*nZ;!-HOCJ};7G$@YH_*wc1kfNUNG&F_$!b7K+ZEmVhnBc;&L9l
z=2%4|y|^4lYJye0xGd&8Nr1G!`G|T!F#vwb5M$x!<`{BL*~0S-<Dx#wFi#n%#pP|z
ztVDba<@9npXYam^>dUHZ188_Z=jKR&*b`Li0IL|%t#KSov$#y-VE9fAs2<9CaT&_N
zSdGT*0WzPPBLQ0f_lHylbK`wILoYQ7!OY_FGc_0W5g$W2owGfA`L8sXe({2I$dCuK
zj`Iw%E83(>*7aI;4Ov$*WY<I3HO#JPlm5lJPGHxFbtOY~{gxAsvn$%9cRtoVwe7*K
zN$X06?D{ynrq~s2(*3RLC$~~xGuD+1*>w@S=GYZ&(#KiXzp-oHx{@Kg9>=aFc14?X
z(7MiGS9}{1-<ye%A-i^ASA5SB&IEW#UuInoC)Wh4(XgEfvp%4qCjn-{$M5q@z*Ydh
z&XB`o3#%AX?x3a^a{k%EoeZ(V=zBfGl)xs2Nr8<F;{xj#Mg*S8Ff8z7h9QB&7zPFQ
zXXqEWCqtjWo(#PLe_an-{)1YtfYR_=DP94>eWO7Ahw%IuE~2&-CcH<5@KQO)X7sJX
z%l|@$FiWywrbE~(p`>`%LCdfJ`=|*xjF!`IWDAep!UqcRF_hCuJ5o*5dNe3rFqVG&
zl?QoWo&h0tMH~HKCBTWX8qM25zLGN`0Y+vE_l-gTEHdOU*}?}5F)tj(R|w)>8O9%e
zZ=wx7+_A*nfBA`R>E(E0gJ+v?3)g*C@fkdy%SMj@a|eEktGhz?%T9=6$PX?S(26e>
zo|>yJ77k+_PiK@CmHXI<bV5YNy;yh+GBi&k*c9$(0*5EW6FLa|Htgx?D#Zpq4g;Hu
zg~wPAz%3%#o@OV2M_Kx@_N{EWNTom9Z3W6mxi7(1Xr~m7*dD#{Pnt1tWMT;=tc%f<
zNwR>t`*h-s1W759VrZdniVwb-)C{Q;Q!tyzkY`hFIf*%TMH~HSV(U$)CRo)wf#L5`
zmL$Mf-_J=?2!OXT<S^O7)eJE&oEVE$4*}LQjEGuIkgiihzo7%w>gjhVUKp8JLJ5yv
zgBg;!*P36&<~}x8LetgM-8^-7Vye~bQTlR?O2o%d)_auixxNlHM-?PPuHZH7>LD?P
zHtGB9p}dk^{hSFW6eC;q{*?6~d!t$UA?tlHs}c4Nvk}>{_noZASwOS&O6z?Lt4UVT
zDE+Bb_a!yKs@@+>=Hih6<MaC4RC<a5a1}$0g@c)5$T`9K&(JUG^$a}%n;1F*8yRvf
z;r&$%X>6e7Ga35C_+*A&fx{Sv1@>nc61XSB6hgR(t5@z9Z=fm7l3ux|DIW;`-dpI)
zYu+pTJKe-u1;01Z8U^bgt{CMD!P1LyIf3;L-aO^5f4%V319w&^p%`ATr+=_RF@SQC
zXXS|uHX5Tx=Cb4;$^%(q?>xMu|6{!;vbXa)xuH?oInLeT3}w~BDjKDSS#=Lq=|);C
z;pfO?%M<L88|iq-aAY(~FSOntUQa4{Lyzx%lRC-n*+POLhQxaOnIUxo-~xu&8B}L5
zqyhmvTOcL`aBB`*rYBrEtX*d~iAZfu$6;$pcqw%pE?O_%I04sIenJKh0!bVTB3%L(
z=$%eHw7x1Z%vQlee)E8A8T7C4{u>y$Y9$OV-`&d=ro9fk2KND3fx?bmA#0DHI!Udc
zPpKz}G2WC@H|`UgW()JFPn^XmIKf&buB0apv8ol4=qRMs12Qv0(GZ2BR`0+}WuA_w
zDNKuD5G>qhS+7v21bM;D8+10AQOdJhXdFp^YJa4fOmWg25UzhnN(8B((TGi>xAJ+F
z4i`!zjA<;V83Xq(I1TcGM@j9{`0^@Bg9J!pqH3}~r@;ZUg`+u*5T}u}X<P?`WU5hR
z(}-gl4@er%u`_wW^=P{^syPi3AdS~mlXp=Mq8u<=c#I@^-wRB(j7?()<<m;3Q#DeU
z#&eR!5Ke=<;FR1hjrGk`4H6)YlU0*@aT**Dp8s$fVXj8rrqT48t;SHBMh??hCuuy)
z&g2D)PP;VD;50~pG%~8m8>t6T4hYx(Bqbu8h66ijIT(L^)uxf6)TtUJOyhk?qaUY1
zUU28BT^cVhqiT=<X$)6s?8IqsK)C<MX~a1VuT5i~N~6C`!vhwrMM>jMb|$Y_45hY5
z$|z2Q1W4mi)#RV42lA*Ko_~{+NOBr}o5nY<*lOHGsZ%w4n8sE~V^2<lyxfP+yb#d=
z`|Ooe4fMg~@lch<Hgc7x-PwYN)5vieA)Cf@mBwB+jUcA6!|{0f$QEv3XYz6%KC3ha
za~kM_=69<m7jhaL5Z?bpk}Skk5t$gDzidl!GnJ1Q4a{M0$)OkJpdUV~1RjTXspAEK
zB(T3q;3uvLgvu6ra&#Zgs#sN0qSvYDd$`fz;d4I;eIvO|Ov=M&755m5%g?|bQq5e!
zK_No6a1-$QIq;v!PToBS=Rbxe92l^k!7wlIY=$&!pq?VWqK;sg5_lLxnrdLY55u^q
ze_%+5C8*n8!Xn7!f3{F!7!u=uF$@ZPi=kiO3jm9Mfwy1qL%j?pek~NK_-PN}<Uvlh
zupCVnyR_$L?&cDttMDR>o;v!3z5r<Rtl2BvnP|GFYZ?*ycx4(E?oh>rgxg(lLE*Y6
z&M(}z>mbZy?!)t>(CdLV8O4QLgQm+|(~QvnP^Ky2{(`2HUDF`m2!vu?p-lb4)ho^?
z+&PN#3U`v?Ji-lBoFm-6iYrMvJ18zM+<&sRhdJRs1Fm=v?5=otLek_bNMGyH5uqPf
zErf+jqUluEG$(YkGR+7#PjM;XY800gZmi<s!VL$m_?!Doy(DyBWttc64`}+9YwD4k
zKtHXu-FJlh9Ju1W)>JM@U)83<tyEk|-0xOgUbwj8a>8AzxQuW!6qgcig5r|G`4txz
z?l8qggzK%iuy9=!7ZR@YqAf#ExQ`U)7jB*6e8N4hIInO?<m64}Ua8g9$c>jNCEP;g
z8x(G;;{3t|73UM~7|ZeY`A{H=9(>lp?`06X-H`s-T|sg}|F*_<IU`(AaVg>csko$Y
z&nqr2+&>f-5$-R*758#yQc|vRu280N;p!C^5$+tt1%*3Faem<jD$XO^zKU~%+d*+9
zN%21~*fQjW`%G~@@qJx!Ug6S;3k!FT;zGh*kDUA|K}xvGtR0WuY(>x|_IW@QN4krr
z7f;);cve|E_f1Lz6z7QDK8h<z&>o7*3-{w{TY#K!{{pVK)+}F~-%dl}&na#<ocjjn
zC#^f%MWM*W(_Fitq;pNV-DI$XGjK@sdJMU{>lPOJta7)5*exRZP;|??Gb}E&x7_Vp
z=s847iteD>eXd(d=;HHkEx0o)*)1dbOQ09wrl=fYIiVjdcU!`4dC{*&w-K&eN$5+;
z-A-XQNA_{&qFYzj%_H=Q<!-yOn^*J$(Csz4HK5->wNts<M^FPOiC^5l&VU=-=#;*h
z-R!$Sw|OVj-`OoBZcm~<MOGZ)?ke}Wh<tFvn=M39l=nl$k!UQp9>vy46wh)+bEyvR
z|8qI}eyAfAmyub#m*PsYciUcZdEvfa<#y41)6b`h%ZS}8z(K*xe)Cynk`$8_iZeUU
z8x<E3yNKe#!p%}#NVrLg3kr9l;{3w-fRndseSy`JVl7#N@6A$g)$0969N*`*e1+yu
zl;|Z<z?YUNli9-3XYnCL*NyU!;u`paakyN_w<M6_`$}(L0$fWJ{oUsSH{f4MHp5>G
z;TxOjp3J?+00Zv<0ynrnl!xmFQ0T&~bUC#NFk6_{iZZ+j8-AaueviR?Ww)poT5$hf
zw;Og<?Dv4tga|&20PZh8L(nhq8HPcD4>Al1ybYoB!6%nGZ`4sATB!HU^f#7ApAAnh
zhKT+!>ku+Rtxz{JaAX4$MkW?RAw7cZsjID*VOPZ--e3M4r5KkadUH-mfjt<e1a3`}
zaYo=qhB<*BG0Y2mjbTY(D??`!Gy$b~n4w2tlA%}NbpTs#!|^Sz$a7P%BH6+N!A=hR
z?J?ZRr9Ycpx(SvgE>kQBf5;q7LQ6dAPc3RcHx^JU_}66g#(y?k25$z{O$6O08ars>
zD7Oh8B~7KTf+nC*KQiz(FnDP_R)%UdPEk0$u!L>n^Fw^$DL8vE>0uVoEPbvWweGCO
zNlir9h-}&WNY+!VCs`+J)_bv@VFAt33vKK7Uy894tkUe3BW5@pdXO{;Q1o+TI$$dR
zPi4qq;Qe0=!=fI}FeGqahJJy)82SV{41)r{<LM9)_!+~bz_$TrqupV4;O*h!`6t=|
zHV4j4_+CzYizBTObl`M46Am2n7RdQV$5!~j`WHO2bQg~^S%<#oC@78Y^kFo*d1T<8
z9K7f!7<Dwj309+gK#|+soIMFpwLdcCcH#a12+I!p_4r=Pw%L!u>`eA6jc&8wA9eHh
zRm)k2>`ONL`(VE$jQdP>I0QFuQesnB|DNV&vOf6Wm-57pH-T+g?}x{wZeo3mZWFr-
zb@R-28@>y(8IQZvH#mo=J|0Z0tOD<{p&q}HI?$6ww}JN4fo^gGMQosZhqMng+cac*
zw0^wm(O9F~Kr2x<Jv!VC6tsbk>mX29(~u1`M+e$aO{Hm}dCfEObRB37>rgtc4fM~!
z?R#{qX~+iJP6xWg=(a~+j#E84*9}zq+8v`=9RwO^8nS_I!-mW(-NooO&|)2E^ZC?c
z=uyT7>e4}=m)KBGhNE<#`;2Y_?WO}YyMf|1&@D%`FI~tqWP9`qe0!$bBfrsYpa)Pl
zlfml-3fVvdItcXBWEpH5Xo?Q>p3!Zf6Lg@bSclU2Y@l_6+V|)h(~u4HGn_fy9@QJ&
z26`WL)1%YeK#mPmje%evg$#U#3B0tfm9yMOjdT|Ck`zOW^yl_GbHaR5{p?7o$6{p5
zXQ`R22iY6V(!X2puB?XHJH$q0%if2w9$^8^(%t=|V7;Mz&)RtuJIUU0HX>Wrzh*tf
z0-B|L)_WPNIrh%55!tf$!>s37K(q9@*83Dz9XxR1u_qgmEqh<Yx`*@_nx!wa-aE4D
zV{bb8;TZ@b_8!E#pS{s6eWmq&okt|Z-a$4ZTlW5u^)L%)mcHA1$61ZDcZ7||mc5^1
zJ;?%^rB_++aja(8JH<w1%ifDv&#{1J>GjroH&PR<%AT4|7~>zqIz~x=6Y82r2~re*
zPcY;#*}^>x;}`?fn;C`$E@K!HxQL-&-~|kQ0?%dW5jcjSBk)*;Jgo5dKMZNcK-@kI
zdCI`^ABIVs3ZQmk7!kPn5$aJ`;O7j30^eci7x*GWufQi6dIa9f&=I(tp-*5l!;rv>
z8O8-($S@=DJccEKV;Op-`^Pa13OtfwM4*>pO5n~2%TD>9PinU&o;F4;RWBIbE>%aM
zZkDRQv5phtTdXQgmB){0zb0O68nSER7pJN~=NR1vdJ%OK=x8@k(gr%UgFri*hHRiq
zb)fIgk{;VY=jlLivJO28+d!Wk-o8gGOhY!%t~$^%quW5=pQ3s+!wuxOffjWT=y=nR
z4Rk*?WKQ{gjBW#6r2}n)Jvi_GJT{Q0gFx@Hp+4o0)PbHfx(&3S4s??nC{I(4Cd0jl
zL3G#?BNI!Y(E1xKH}H4d^>lV{Fe`Y@4N`i$k?y(UsyTdCBQ-&(!~1xt2Xt<EgmoW#
zd*LO$uk{|oYLLCD!tn6edN;5hVsA7{kFef<U^T+tVKyRLUPA}79%li~(q~xj9QP~5
z-bpqhTlW5m^$ZJWmY!w3uV*#S-Z?fRTlRjM^%4tcmcG(@ParkHYLssa&^X-i53F*O
z1X%pKGNdQ~e|(Ts4wEf>$uNa6Kz)y4T;Mu}5rI!L3<<oSVNl?$41EHxX6O~Tn4u%E
zo*_*Zh+EB&XH&KiWats&kqrF;2Qmx`+@E1m;BE|a0=pqBTMOTV4SU%I;0Y(I<LoJ;
z+v(pIb+bg>%sLd=DPi5H>?``y^!FeG+ctP<y@N(8TR8ASp5P?K&?23(1K9!}K?ojR
zQlorBhgy930c<Kt0@P>(Lka-!Fov7~JpV>m*3WNYn_kw>b52tIe8cFrpGTu^`uQ;H
zkb{4-+s{ltXtXTQpG`w{;rb5VV&*Pf(~NEdy@|RBbdnp$V*{PlL7;t1LpIPd9q2dM
z##4`Npcy*Q$E-t-=p%P{<i0t$eUBbD4cS0_bf6oJZUb#QQT3?N4V3!MEnT#OK&P69
zY@jExA+zQmYIGauCLO4!8z^D}?cG73&)~wNY%+}1fmR#c20B~^x{GxvUC;)4?4b6g
zTVxutJ=!oz_2_J)+dykjH<Mww8^~(|ozg)dk7>vTx<m&mo!)LToT~%nSce{!@Yv(Y
z@UH{g_vl{JkPWnp4s@l_ZI3p?TQS`pO?LxjY@mf51Uk+%WCPuY4VlTXuhDIwW*zAF
z)2PSLqqq&!tAjxQWJA3H@asTN7~KZ)>OcuMP{;<l=YaO5n`IiZJ$i4X>d_dZ+dxmD
zZYINFZXllxbSwsfMF|<W4-7A@1zBp-b+pt5Ns6IGdb3?>z0*kzvm>Pr@9;vzXWWxn
zkFYnIrGK^FpG_n0Bzwo%h-}%r2YaVjK(loB6Wm?S-RzxX?+hD}EqlMhdY%O|OZ%<&
zG*%rvBH$XAjmVb0W2}2fkD*!mGV9%sRUdoPVFlN?h}ipd*8S{_X6b9K_g7rg5PJvN
zh-}$=XZ8-WfM)5W^?s1O<Ln(_BeG@hw^>iJfM)5u^{!_%!`>-2B3t%Ou%2T9&C>lw
zxi$B(T4L`!8<8!0pT)X^Cmq<AqW5Xmd-GHpZ!f6{Iy1q(lul5zFWrN^ee8{9>9F;F
zoV|nW?Pnvh<=7vx9%2E_(zjdh`J^UTjXIlfsAyC0#NRO2C<(9&IEW!d0k}Iu4g-Jx
z%g~E4K>hhH@^u7$#gM84>W2)uJlVpl45{*<KF5$t4}bs5Fpeb!^$vz%fpLZ*flC<r
z1<qyY6Ijd8BX9ykM_?60p6c-V2Mp;bg184W<iiL)|BGP~4-Zg#FpLP?dM9;1EN~;k
zpumq9`USqm&?m5!VMyS^4C4Zm3^M|+V^|V+1w*g&sDWWn;8cbYffE^~1fIk&FK{SB
zkBneHhJJy2AS~OOZ4A&UL9g^@!h>4(l=6zv?E*Xmb+Z6Jz&cDh4}8R=Ou}dPZNJiA
zVH&b4{nzlQ)D1Mn=r+)6sGC41xPkINx`D=b5NHq6kPWm{2l^Sd>ScStsXEa6tV54d
zHqcl5wC_>MG-Lzqr31x{ZhQ0#JfU=Z6m|neY@j6_1UlI?WCJ~l4Vlya!A7@%uGfLK
zcLN1&pxzw>`UH0OWqZKUI#8?8ZJ_=-(Cw^4>AW`3!+W<c-8|Ef?NNTX>d{1_+dvuA
z&14wt1}ed4tIDi9se?c}nuctk1v=0s*tC~ThO=~_S6PQ1Wo)32_iEpxznO+?pg-t9
zO-8pp`evBwQLP&&ZUZ%T5a?*rkPY;AY{*Q8J&kSyMRlO9uxW=LLytl>P|pqmy~&1p
zWjIC$dc^29(B3-Gb#5T94RqI@?MpYqG-P}9_E6QMfYEKB$51zup`RP5^u0S7hIbHX
z8*IwUruPLp(5FVXflkqZR<Vwg!3N6h(Y{AFnTBkSI_W_3jcx<|Yl!O6nQoxC4K%%j
zK!=-#Y@p@XkeLiS8Qlh2r~`csn|7HDHqh_A+xKV<8|uk$qz-hq(QTk!I?z%#kk1B6
zbP(uV(~#}aT6iew_GpCBZJ>KlH<Mv6H;`ik9o9jh&2Sk}HW?=CKyMk{20B&;dX#mT
z3^_Wz((dbp-P@P0*)(K(^aDJUbbB<@=r+(hsGA;*b^|4CpmRD1<TVZ1KrK3uV{{wn
zLLDgYH<KZ31AX@=AmNQV$iRo*!%OSav<-#7QJzHm-#AGzv`D{Xcc|~2O=^lADRua}
zGDN(;{e|@md!t!;z4g9{)jWIW*obV|`#IK2ETEabj+?})2WJ4>YonJK*|PWLtb18N
zvvl_p-K&B<S@p9w%~yC%iio{OvL0k_G)o_2y+7irgxNd9Mr6z0UD!Lq0-B{KSnu1}
zJIUU0HX>X0ev$PQ3uvaF_=Q-_v3G`z$d<jYWIfLUnx$vh*nL@baJ7bONH!u{_8!f;
zhx8bl>1)UhXVG~3*qfGoxQ0Z;-aXmd&)#U3PTJV_uy>GEG)k|x>M~Ztq$WaaM7G@a
z!>mVGK(loBDtA0jVKvF#aW*1b_P&Vq6bopU{-gEYk<}b~XV{2r*?SP{c^1$ty|?v#
z{Y<KggWDmfDI1Y3d;iF~hx8bl>DX~ree6wpDyS(U_I`?WKYOED`fwY29IGMr4zdy1
zviBm^!z`d#I%vIjV>Qm+5jG-Q_8!4{k_9wNN38d|6RF=B_D-=8*|PU<tmjxjv-G3Z
zdpWBm_Rg~r*|PU4)*Za!fa`MfR?qv-Vbx1&f-Xzox}2^~=(>Cf>pu2Iv-DaUdv8(`
ztVTWd%KF?JF<O)axOjZ^27(j?;ByQ)3|#**q#l5J2Se@xeEt<fst%}27;<^wZ{!)q
zvD={5G7Jlxz%V4RilJZN5QaX12Q%~t?9I>-*n=TYNBDd4>#0XH(;@CghCJ2b@1Gea
zaSDU_8pDXdR)%4L4>Jr3OfvKfypEwy;1vu#0vi}Q0;e+MbqN0cnISE4kj6<2d5y~!
zhB8ck&q?-U7!kM!!?3^|7zPFYavgQwFK`n>ufUHPdIY}Ckk2Xb`40@~bOl+Z81nfF
zKL3GXYBOhbJ;S)bCWaA#jSRyA>lh{lp2;vL@MMOLWHpSTPhfwBA%S}`j0^0^FeC8S
zICZ}y@N0%%8HG<6h6KLBFfK5|FeC60h9!Y_G4#r;yMbX);8KPWf%6!q1Wsd^7kCy!
zI;Nq{0fc2YH1>pRkg|PU^iZ|k+6o(S((Nv&4t4YSl^?JUN4lSu4BFRi+=+HU$he<h
zc?kqJ@7`q7Y~iVE`Q4j4Z3oL=Sz=2}V7oorbcjl<#^^S&S5Y_nz>#iZ5u4aJOsp(W
zZ_|(s)T9G#fsJ`t1!{Gm^{hh$f;LcbN2)*w8TftxEJThLP52Cm(`c;^lN3XX^gr!-
z`s(SV#@UflhmScx#B2HYtS8wU&GaWXT|;Vu)u?|Xy3vTdb`2&HB>`r_aSSO6z#|!Q
zm~6qzFho(|^FJ8|1$Jf_5%_%!S}rT;i?H)An^Zn{p6l-6|88_Ub{^Et*hN`~gi{oS
zx^PoZDrp9pSOSICO;XZb;cEuLI7d<pE%XNvEuw-aSd9j4QC4E=;s#ad&yWHD+>;?^
z0Du48K|eo+>w&U<2KuRfK4)~>&wi+ze%{79<PiP|QsJR`Xa{Jtte}miAv;GuJy->r
zV00U373wC?QEni=4OG=Zpq{278)&``v=QG;iEs9{fzH%{USS=2<gtN1>e0SOcbSH4
zpq+G}D~xUfeSMJX(G)jO9!H%^*MNcG`6JDP1PboQTa`|sDdJ#Oum{2^vc(>CXTtYZ
zf}@wz1f>ppAnF0_fflpwV{bG|AAOR$WA4prkiGqEM7Dg)9?yD+1vE=fvfdw@O0gsC
z9cCl4W$#Yx9cKZ}(hIEjU&%YcYBXgh_lH-}<R$@T^B9H{1>ms^ISjo2k6{pFfZB(l
zPoRgPS70ZGj=;^$6o`rrzMnJXQOOqGVdxR#7a95mKFKgF@Lqt$!Mj2|%IE(8nRa%z
ze0qSM|3<g7Wfkh~{AV48I7gvqL8;ol{j}_98nS`r>p&ZQl86m-rVjK9>kueu1AVj|
zP0JKAu>=b4%5`>t20uem3@y?vc5qjXCN<BFlzJ>iwmdbyWWB`RXqHY`?<J%rSdE74
z)W|I35kof^u>lMz3c$V$IShRN0Ygj;jk_{T3jFa(YKl?=^-F|hW4H3ic4N2y{%Y)&
z8{L+)3+iU<7P1Z{_0iw!(bzS2Yd?0Un}+PzrTeNtM;hG*x&?I;sFxeav4Ol82v##>
z;NA$lxJ$}yC(-D5Ns6IGdWEfi7am#q8$)=i&PHU*V|NJaK^D*~z0!KWcrvzaJ|ih<
z$F3_EoZO(`^ZrcrrzilYG2}4t_n!<gH5|JDLr36nhLjqphafB)yI=9$j&1+8XZn7s
zq#qgGmh@!QO-Y|+9SRttpu899LM06&1E0eOFRjm0&*3vls;Hz9l459~i;|*(n-2$4
zYu&d|ssgz|PeKeS0KhXCat84IUjU1_KR}?e&h|2$vGeC*uj=f#_>RoB=e~1LH-E_V
z2J1Lc>7y{Hv-!@{S^A_9`K)z5R~>s?`wU_xg3Vw{AC<vuquX+?N8MyF*3F=V734tY
za|RCP1ou>|@XUzz8T2#}YzFgn1{-1TUsi)NQ8xqr3hPjVj1BZrCvYk&_FbkS8)zpT
z=nA9Tu6_+qFWo>>+(2;~r~w1P(u+(ifr9(D9;Fj#W~E4qp+)**d$^r>BB?ocq}1W#
zv=H&Zx|sDmd!w2De8%3adbq+|=os0u_wlTINspnK{(Qy{Mp5h_d-Fu0&+3=ho!C3X
z-e{KIVl)3Mc_&!ae|PZV6<CBQ32+dMVMtK`9?Q^+jRHJ^A*P0~4@2$(y#JpeRR`2g
z47ohn!saCuC`r|V^FPD5z;_sC1ir}7kw8x}EQxwAL%*oY8Tte^BP^Rn=fY(}*#fl|
zo@=^S8Y7Hur_nvAoB6sI>o{pB3LUeD!JlfD2igq#_Od{eb)dJ5ZUY^w13k(*1Pa?g
zFZ@nJA3+A57Ql=99&f*&q&P`2v`BkTc6Xfjj3hP1j+8oo|A5Sy*I3W6H=3pUS??L7
zCRo+)b-p)3LrDS*bZ>?f1z-<`loG(Lmy>Y>V*uR9Ff8yRhDm|1AuJoaJ7B+GR?;2d
z!KyoUmmA%d^ecEw>8^IwtV2n26otkv{2Ns!j|_b1tQB4xLPCiJ)LRdylE5AnmtuJL
z@mBQVZ!8#Ut93MuM1ocQhT=usMG~L@UtNao{G|v0KV(RW0DP4pCj|FD5th~CTDZO`
ztH)M&i0Rg2j?ryBK0w{9{-?7JIq)YTQ9VMxQr|Mvw}cX&8w^5O20NJuc2QoaGx+*I
z$<SsnNoVjH>ySYh<MH|DlV2!<2xp*#5glaEVj|cK{sT`V-5OkIbeqAusGH;YR5t^^
z&EP!DpscHXO+z+NOb6<0bQ@^44)hu9`eCr3s~#KZ`>oVfFLxD%)?;Ljg^wZ0M^X$e
z(m^}N-aVGoAUjg(@K+az_zdzJ>ml|=v-Di+y`0rJdq>!aY}tDi>q!>SEFH1l=dhY%
z?+hD}EqgCvJ<kG~rSGubdy|@ARll?D+)L?jAOYw9B?Ku7z~>lp7`Xq>5L3go<PL@*
zfpLaGflC<r1kPpX6<EvABX9ykzrZSn5rIP(h6NtXFe9)x!<4`t2+O9?hj0N=cFdjx
zkAU6z`i#--G&%@%bIjh#I!vSZFW7fFW*^)_vmuELY-6m@V;~4+8Juk**onO6k1B)V
zMz<N<jk?KT4>yCL4Ri=+Kp*f0S0ProazOhG-h&-~Sq)Cm89Zfln?YaH%`tm3>rey!
z05Gb-il5pCsy7YUuD-vU>gs7mw}GBU-2^(q4OF5br9j7HAXxml*eJB#P175`qjMNZ
z9+LP=G1L?LzDJYlV@FCIo;Fgc=$_GN*8S{_X6dKwakF7Kd576M#71PxM_o_$j<A4c
z>5TQhhrLtmon#}jW$)Km&#-`I`k0+TYJye$%<kTWIOC!uz+u>%Aw>b$gCU23^Zx=e
z#?<Ki&(JUMBZfYKuQBupY-Q*Oe3&7R3Vi<~L$9dUF$@X3f?-f#1H+`isSM)+Cn796
zVh)DujI#N9{Vr-6ZEtitjpm|mrqRFgU6jqZ^yerFO`|P8(0JyNfqe(Ov^oLYufa9C
z>^w+{p+$OMl4zQII20WdB~qha`v7%M?g<IdO3QpIHw6HADMQX6TbK>7iEhfmCyHa<
z<((eLN$Ync-L|vp^e&`l3l7{Ac0X}^{4@C3B|AcM^w}lvc7;^SiunP)FS6|&f+}pc
zzjQurbZmt`DdIrXO)+m_9gjfz{5UG+1K(3IJ;=a)Sa{K&U2-4Q(|iX>+};~0%%c*K
z8<gm5hTJaPTR>Qr{oW=!yP{m_QQ7|rTX^c7&3-!S=IPf*tV8x*oBh|DDSKqxr(cU9
zxOw`;rrE;Njr{a$A%03-Sz=8luubfnUMjI#quaz@N8OZll$%({CN=>RD+{!zX~+hO
z>OfoZt&TXpHc*`o^a1No0iO-D@jI%39~rpmfrT(%S~6o0NkNk6D@oGB?ZNQ+QKW|1
zky3}hC_%*Q+K;S9*c;9CgPu64{CyX&irI<rMgvU@a)XKCXGl>14q(V(;Ql8=N*>f*
z8Tu#*xc|wJQUmqJx$P%a7T-(R_K+C(2Q_y08r_z37u3zzUCBC>G($n@kXT-7KX&Jv
zhV0nAw37;SoY8Hd`%pK5_H_frZJ;AD5L^x;1Dg+camVgKJo&@b1xfrBA*b81+l5Cq
z$BvYGn{Npj&U&7`(M*rsJGixhzjG!vnzLiKD^?i(zz_u}_|l6AQWSvm7*a|Ar!h>5
z@mUPx0s{;)0*3=^qInH#CYGrD*r0cIwjIcsJF5DA0v80B)2m(8n)xAaEnquGJ%D_}
z2<ck~kka2e@ILh{L6&gEWV`I;JdtUgChO>!dT1wGmB)pczl3`xD1~`*fX1)3h6_*W
zR%fuZ-!ZTh=d1k^ZihbIk4`*WDYFDI#+#<vog_rrG+Wq(U{wZt`Xy%8G7-X!%?Iq4
zaDR$)o9`I#VQ*knq;S;g2+UNzW8horIekvI2P|4IlTJ?Ol*kMAQs`_lqm+9bN)wO-
z$Y!Bxatzmu17-`8NlMTYaCmEiP2+K_qogszrs2ahu97tJ;!N>lD78)FibE(35+IH5
zRFf}q?KmKO|1n94AXg(~(>PrD{EJejY6LNjze*Zsa~k9Yt6;k{e(6tXkN|01pqf06
z)8K&F!s(m_JpzhFBQ}kDX4`6<W77y@8V^VsZ?Q9Z!CMj9rP0V~kN|0Xu9|#`dLRL_
zg>@t)Xr{voW7FuPeBP$isTy%i;~7cgR8E7u;9gg|G`{Xf)gS@VI8Qa{<1{#6wlI>@
zpoc23#@aNN&$87RW79}s8qZ4_YuK5*V0mko#xzcY1W4nbs>%DP2kwWrr%6hrcy8ov
z8apeW7b$hBMh??>N76W!(;zSTnwK_5%BKfYHP8o-+tXB&eK`#dm@N$AH0W#zo3P)}
zfezTKF0|D+&ZbeqG&V>YPqH(4!JRXV)+UWfoCXPyMpiX>EA>DEW(yCJl*n;4yf%$4
z%I7Ico!1SpX#GjjIFi#KFIYFwxlI~x9z@k30n+fRCU@gBI3Rwu0Qx5KoQB_~ap?uN
z8a|tb57XFgG;j1*urqnV?VEOKoWg040BJm}nv78o+|LERouovG(+Jr#ew=C3xQ|lj
zbpzA*lccd9r$Jt@ZnR6|g#&rrpjNYmfhvvdI1LU6fB(p7(BDhKx?$6(S84RMX@oJ2
zzLLf*>`Y$rO)YH(<rq!_eQ=6Cpqjj#dLRMe{huTy=*^|DZrC*bJ;PSxR!W`M4NPN@
zq_HcfL0<ArEp5_x;s9PZB#i@98e7QK{n+CkoCaN@!Mb772&pu7vuUI-jgusetJ#^n
z<eOUBq;UkNfj(G`+f<VmaT**DKL4Mjgoo!w-lp;XbX$!WRgl*WN<+S+xf`cJUh+*X
zZPK`Re_l5vjX$Y0z9Lumn_7OMXbCT;;cUaaY26s7(%8<XQNlFFOEoUzK9Coz8yKxk
z8eUF=1gOTfs>xbTg9F0nA9EVC`7xiuOKE(_K1uz_yJvHeeUPlCPhi@EeTY$ETSJoQ
zX?$|?l0@I-lAcZy?MM3XV(({1Y!)t8$(AoyPGUXC0-B}gSnq%F;uvCY9?uxrviBl6
zv9dRs>5s<!8+lhnAmccVK`e}h?0Ouz!gq_r#zxYY*pT(?1mE8$-$=sdw=<mq^OXL!
z&*O=QS=17xk2&T6UNQ~)$s58S>*)6s&e<aW9>?E5=HDau`<wK;`vohj8B(`FeT*UZ
z8@~UAA=V0g6AZlq|IE-MZ~;S~z!?OqlIVCIOJ-9%mLcC>f%iW$<hQHC`yUz7ItRX9
z@x`(N+?gSr699H*m=pE;saOHI+RPR<FieU1Plic>YZ=mjK~qmL42!ygVMyR#7zPDi
z#n3PC5{5p3vlw~>PG;y4cpAVa`gmEm)WNGo7*YECY4Z`ZyTWx1_O%n-_;qjpjQTsg
zQ)1~}up;1BBH$-e!}Tw;WIoY6kHq)2U{vKA5w{9TRNTjK?#DN;L(_Zrl=j>Y>U{)g
z^ED}{O<eQa6c-n+S#e?E<|!^DT#e%V!i`m&Pq^WV3kr9j;v&NBthl6bzfFOzID43`
z<c0ncXw#LPaBrdMKYJU~lF-i}-Rjc0Z@A-ks}?fC#TAzn?o!3Yg`1(cuy7L;7ZT2|
zIKOa*Db6QcZ^e0p>#8_MxKfSnb^dGa$483G3AavhDd8ShTvE8C;v&Lbt+=po3l$d>
zZmQz^!UYxQ748_td4%hyI7hhM6z3DpQCvv4O|YJsk&g?vUU3=W)+nwdTuO0Xsp(%8
z7Zh%p;v&K|DlR2l2)JVHpWGSuEf2|PWttamu;Mbp?Weeua62h3F5J)6w#yOWzEE69
zxHlCS6z)02`GmVqabDpPigScpqPUWDdA8#6!kw)+kN8$8&M({m#f632M{!BvdMGX@
z+>hr&skiKAO6@IisXqbQ%m$BeFDuRw?n!ii+I0_YX7@XkX;8Qp#rcF=pg6B^wTg3u
zJ6&<5?>NQ?#pQ%MSaBKQc2!(bxNVbd_u|5BR9slN_Y@Zr?ghp9g?m_WKH+XvoJY7T
z73T=opt!u0wOVmG;Z9XtO1PnlOA5EY;v&NJQe0TLU(T~N2nzRa#rcJMTX8<&Rw*td
z+yjb>3wN{PGQu?}t|Z(X#d)PJ=PE8J+{ucI2scP^DdGAkE-ze9#d&02{dBIafnT`K
zfh&HA-;T=P&Ia$a$8Ex^%G4{|O2s+C-L1INkL(*)Tu!)46_*iihT@XKO;B81IKSe;
z!X2i#kZ`>f=NGQ4;(WrD&aq|i2=|fV9O2d}E-!!W^|<14!X*`#67FinC52n4xQK95
z6&DsRsJNhT$0*J(TtCJ6gxgJV9^o9tIl^r^+twieJ&)UZ#pQ%sqqvlCDa9p)`>Wz2
z!Yxx=Shz;T1%(SK&M({;#d(DrrZ|sq2Pm#2Q`)1ryl}rxvi;2nS5RC^xOWs67cQf?
zh;R=oE-c(~#U+JXs<@nRVZ}MpkMk7g6E2{*kZ?ySE-su`aT(!uR9s28Eoa#pcx4`J
zP+Um3oZ{lbJ*&8ka4Qs767ELDdF42YC@v`6EX75Ho20mua3?A*FPu+t9$AO>2Cmp=
zC$o(Ch3<xQcb85I{mq%S5^>=^P+VBJwTcS~_o(86!riX8h;UZ{SB&jwGRg_vpiDEu
zRVywf+^N77PjlVlKk+eolroJ7=T%%txE&Q26mH8z+iRb28x-diE~hw0xMvkt`VZ%_
zLUDQFZd9B{d?SkU3pYz~Vc{kLS3I|;saQ$qk;*hL+~JDL2)BpgQo?mpTvE92CfG9M
zg!>q{V%~hqX*9Tnd$?Aa`h|N`abDqWSDZ(<s}$!5H(zl+;idprtaC$0gg#Z7hJ_od
zxR7xBqx(Uwd+2A*d`D#(6mH9S+i|aO8x-deE~mJ>gn3qRIpJ0)E+yQJic1O?QCwWO
zS&GXDH%W1h<Z`0oN@C|zoL}trR-8|`?!Xm$_Av7)BlLIUY#CC*eXO{+a4#t?BHR;-
z3k!Fr;*!F}fGftko6ycy9+mmZv?Qie6qgt7G{xnFI~toj)@?E`P42Hvh3lobq;S8S
zVS61H?%#?F3HP?*g2Js*oKLt16z3K0X2p4gYf_wFxH*c82zRdH!or=bxQuXv6qgdN
z4{*i4+nZ`<e&K3&*QUb#5VU282$xq}Sh!ae=NE3J;(Ws0tvHWxam6{pU8=Z}q&-7%
zUa^~?xR7vu#RY{sOmRu!dMhq2Tvy<V+izz|Qxf{?(`^~@!o9D!oNzA!S6tW4xO;x(
z%08q_9pP?4)7xBAuh30M|JkJ@LeEkygoT@=xS((+D$XyQPjNos_Eua-xbDCed%B_X
zLVtIf?R!qRj}?~^?j^+~g?mDAapCS%Tt>JUaK(66Q#a=~IsUCF-;b}t;hEstdBpCt
za=U%N4(?ieMLz<Y-^X?H3B7x{+m}!QaPy1)(^zo(65qZ?*Lp#r^FYhp56<dgb_<D~
zLAQrpx3JLnmAfruw}|M?=tggrqiAuV=a##TWVfW~<IruS8!aXDh;p|b*exUaUg)-i
z>y{I`Yq{IoP$MWwUi1xP!0m1Kn^;RizXo)hlKhq3oZopM|AB6Qb=^Ed-&F2a$8KKH
z=c8Ml>*f=>y4(%N7spNX<I(L1*DWY?zj8MmUvLYF-W}b3g6}Tm;SLM^-Kk}L!|?^T
zi0E&EUd*^|aiP=YZaBW+mK6OKbZd6qQbISCyW#kPTSoL+bc4^emn3sSk12P<@ddZM
z=!c;jyq8hjN<#m!+zrPU+?;Lj0=G4OJO$h~z<aW&Bs|;y1)LdcdN7t#1U(&FrHBYN
z^N=On=VZ4i4(`5ExIZfnj$q>ED$Xz5`HJ%jcZ%XX!VOWJPq@C8t4d;WJ6pnili6>h
z-9E~Dmf`uI;yjx;xqm9o5$<`#l{T{7KNOc2?k|eV2^UpdM!1U<mlAHW;*!FRR$N@T
z!HNqDx1Zud!tJEEpm0A2Yz_RveW5s?aBnKkE8KIy!8Gy+e8@F1&#<$FThOF=J&wTX
zIO#-LvIf6~*8Nu6rcM0<&5OZmUM|p5m216O9$fDT3F8}%GfOj#1L5J_x7f~tQ!(nq
zZ^3eX>uqAWnNnec?O>>j%ke0{wjL0R3|O>l>rma6vAjpMm4*z8V@z8QOIwW{we=~4
zb@MWo=cu;ou`S26^`x}bucNkZ&~2?2%Ri{L`eIv;;~^_msnH(z{z@#>M<-)ST$K`d
z7q4&+aw_FV*dmY4Bj`_0NJ&|3m7CitE3C4(t#XZ3YTGJUFNrf66&Sfd)0%$&`}jlt
z?Z#{Yblt7<OH!N7Cm|{0579apf3RrR)}bA>b&qN*4H<MW{vEaTDR$D#%k`4iIjXIC
zY^(kFchuGmx~-xaf7MoBY^%-qYY%t)t87(D;N5Qgu|*kw^jG6=m7CitE3C4(t#XZ3
zYTGJ}RvC>-+wl)HZSuk4Ux33uA84Mqe&cX3fZwu(9Z$rhR>NC=w*UnO^oEsb*jmfP
z^=0&t*x43%OD|ZaxdLSV-Y9IOYD=JL@s@4$-Np0nc<F_Sf#xs9Lu7a1$yRMbr;YxW
zs!f4fT8HGlKu=N@FSO%t2fo*nPOsJsq`Kb;+qNz1(p0snQ#-r)Y_~Kc!6A2S9+o?L
zkIzrkoi;}V<mG8z{A=^PElrDm?KJP;C6GD%^~$_`S3RDX>J+*`tn~65raG+%S9uTj
zJB3Gp<6gC*=_*)eoI(oDhLfqQP+u(JmO%D-;IODGxkT@6ekjnqF7Q(>0N?E_wh$fd
zo9F$|>H#bCYnk}N$mZPB&BI5*!m_zFb%Y-m7;2;NpxAJD&bwveui(`qr=nvgAgcwQ
zl@4s$c!YkMw`F6um6+?~7veZ1*mE~mC~E*rx!pEOw;aX<{b=Ym^{ZP_n0|(7$^_A3
zF76Pq=kWV2&~-EPOEz`KrMUUI?o^K_cr%pP0(+)0%~9N|jA@R|fEPIT?BA<D?Pz-S
z9~<e_e`35>|H;W-{p(V_`p?ev>OU{ntN-GBpqbtRHZ{=F^+0&X6to;22HpcQ0XXO3
zMl2TWwUWvSg${JeJ%hhX6}}H#nDGSquL(5g15KG;f#(Zd1JCEXLKD5AiEI>iKVC4;
zMh}4BeAs%d3hET?2QUCzVti?i(&k6ryVa7Q-CxTS6uad)YzQ*JUT(`ZM|VRQi|&dq
zP?-H;incI`Q=h^HV#job_hpeu%M;?y#d<T)ycOLx;FX1KB}S!>l1<BP*!!u0L3>j*
z8V}gG4{x|l$PgOy+A|oU7d+%Vd5es;%vX0tdTCZP&nv+SQGg?;1Y=rgg-Sr7vxOU=
z0{DuPn-&ZlZ#ugEf=53L|4Tf-@Q|MbO|1ZK1$vxpt{35*K`j%3BCjsU#;Q_^T1|b0
zBR4h=Xmoxb{cF%t+8T-`O=~8p^IDr&{moT(n^<48k99Xu?P85We~GmRnzW6DOIg7z
zqL6tWYyne;t~d_MfNQ2pRgZ+7-<~)q#AOTLpbd}6-}oRZsIxQ_u6zt&9I9YED8SCp
z8rI`@oa)W6WV<7<JGUhRivutW5?xQ5z2=GQz%qx9-eb`blUavwXM~-=3i1_;eKEv{
zszSpa#%M=j=59}G2rMNyA(mDBJF@uSPGeu_FbrzdI(M4vcs#~{b$~8tS8v=GEF=Ny
z#Evv4vxSRU2VY2llyMk|Pg}#(@OIdftLaV_<qhue{UjsEm%4TIF_;0Crx56bFDAg7
zWQ0?DEanU}oxJWp8ht5AV>umCG2_PVQ|0K_jd&ciP4j;lw>_|9kmQwgk4BGMHMeDs
zoObOr<Ea)W*;pJQm<N>be{i{NejXS&-+;>OAZSaDKxoH9$Fi)+zjnOBw>W`lrg0><
z;}5{<*`0q6^rKg9_kFXtw-}kNSnY(zql8%kD?@n(xSC+*v7m>|XsAcwngU*xt$oTG
zE@RqQw_UdonJ6t11Yb%4lW;R7j#y-RMckXC1be&ZP#EHQaIC;=Xdat!SH?EgJm>#U
zHHZF>)vPuu%$EQ6tJ$<E1ha4@R5S$@T>%wM!hBr;i$2U*ng`8zE@_zvZ!^X_B1Fwc
zDh9JUHZ}vJ1Ku>}uY-+*yGil2S%sT6!Gxr(Y91U4BZK0y2#eXY#^buR8O7`MD7I~o
zcE(j(Htt2UgXUC0vYSS2R&C)!U_{mWxgXj&+_sfi6?V-y^2kb-C~>!L!uAMe3t^qn
z|1-IcoPehr?7BU4@MO~B?+yE`?s#(9cnTB})NG*z7X8u9YjBtXExij=O<1X$bFdZb
z3>!9h=@N+T*o6(8G0mSzoyKt83t0Dc)Ha-?7OVgSk?1gHcKGVX2|!Y?ecdw**aSRm
z>qvvY;Ko!8e{|PnXrw!^*cN0?6YniB+}O{UzFck!O`9fHV3SR2eCLil&s{j$PKio0
zm2RZinF=eK+W^l4Sl?E`130I!%MW-e;ZsP<*plRURr{G^RzxWJHCQ|G;bRQ#p+~Y^
zC_h`YY0XRL5p1m)Pn>uTg1@Ic%Ixt`?I2g&oEN5j-%+kZ{>NO8ZkH?CSI)IfYaQnL
z>L8QrD#{Aq3*%;7=0Q8&Epn)TK`RbjG4UMtLuc2)VwQnYtQ`3)bP*F<2iv90JRcmy
zpJHi_g)RBWXTcQ?>xrL&zEYZd1~|CP*&bh=joqF>_o}5E8h45t*GGropZPcLQuqtB
zfo<IhsTco_O<@=yuHrU!Henmv?8%_@9acG~z#sdrgqC3K$*><St2N*X$6_Anl|bj+
z{o2(KM0S7$jByxY*jyO*wSne03Tu&VyWOqDEM;5!(?IyWX^me`{j%Ef%sCDWD_niJ
zGaVX*F@U`?^xWE38Z&P9%K`s=yUC8*Rq@-*gG<_&<5oj1rs-N5cOP)m!+{&9oMD?A
z9x$}D6xBl;&@H$lN9U^Cc$pL-<l(>%wBSV<U!B_{%Km2da}azZ?#!t^$D=dUX(}~R
zwFMWcEifBP^FD4@HcXS21nF9TTy&+RsDWokcL$m>y)nWtJ8C8q$>C+%@|hbwV7$1{
zJZ}RuM{_B8B>XkW;tiKCI1-swocY+?*@JoJxN~qNP9OOD`Kk@eIv1m0wq)^!ZSYim
z!CB-7D**ZJXZ%b<5!bINe|*!r$g<9459VZF<I2w$wrk4wX<C<o_TlrosC~GDvtSX~
z!xon8pND0wO+c^PK%4eW_)e}&?RSvDr!XzKW6u|MY|8g)T9=0m{s!@|hub_(uPblD
z;8-2F*rY5*m@G_Mx44b8$--3S5?3zI!sL0jvVbf)$aAQ&*rh4Iebc(qvd-oLh=y`7
z-1v|S*RN<TfDvw5(_607nzt;g`ZconSLd>w;NL!%w^^6eG@~hqJ9AhagIH@go#2TX
znYC1h4mBU$hD^WqD*w>Uw9f+1f7M0p96DtJ{htpszucT_%J`OT2aRqCSdX7zBLTaM
z0(bzA2kgA-+vc@#cXWY!jmI1|Z+rZ8t#d@6scK6nY6*_2xu2RNL=Kp>4ry!s@E1{N
z@9!+HUE17fi}4Dz8jcj`s5#2<I1*(AC~K=q&f2Q)I<2kR46oliWa%z2c-Z$f>Fv<i
z)BL*AJSp^UZ8Lp`uF>s!Gy{&y<q$53N8j=1QNDoTPy2X3Faar%kN$=Zg5|Jz3!?c9
zW8N((6ZGXn#UdM70Tli~LdygHhrKrekFrYE$2&mSF>yyli69Cpf+IR0C_!jx6cm>z
zDk$!b%gA8b9SDX<+BO=UK@qpOjf~3}9YH`0%_1H5xW|=%+t)Tq+{TQe{NA_foNwvw
z0N$DVzxV$<m**k<edpAvQ&p#`&RXY7meuN;eHALa+(a<9-v8<@HeMpgC(U)1Vv!?O
z-e`)iF8h$+>B+i&E{tgOOe2XrS@f3+8*?N1H2`Gdb^YzO8<Pz?$*=s0fco-FSFyJx
zmhx2>_!b{ja<M2oX{j{tv@GfE#3Ylwkz1F(>h`tZE>$<~``;+N0Ty|@q&mJ`ta@|e
zJ5F|4MSR`GxHH5za(}<1jQA>1NVlxXB*gb<$`#)m@b*T0(v#VBz(weJYB>Rn)mMfe
zgrr_$!5s)4$MPSZC!nQtT}oc>H~_DCBu8EkmE6_P*Vj<EAriyV==&`8#VI0qK^G+u
zM_X0Z(*6P{BcG0^N{cP>6yuJ5td3(Lz`G68mYNsi(7K5;5zJc(7EXH*o@YJ=J{bB&
z1%5=Vg;nDko{;S101)?|p=hizJxG;P==luNGyZZ3+3|qWY$II)tYMBWF#5)s17WRb
z7F~v*%vOQzCe||^YteF}3Z^|v;5C3p<|y5fKB{2hxh`M_shzQyQm!u<hCt10N;q8&
zw(7xcV;C#qu1s;&rZOf4hl5ryCM%ex@cth8YbkU8goiDDC8(bd>TA&Ab1~(w9u-Se
zhHpeg^9vT1Q6bBl^DtCxw>o?y9R;Ne*y{PnF|R0AO;@62N^Y#Irtxd02N$cRf05K=
zSptvzXI|^|O<%>g)Q!Zzm@?eBH;87nMx(cxkQYjKl@#P2gE#x!7tca#bS;vqp%D#|
zRfQE#^_vkuB=c{&rMFi%aGVa^s0=TIzAC)J{*|W$RS4t;5-1XEuIFouMpDrPdQSlM
z)M_gml)-BM-9XFMx@g}Mv<0*NYQV_tlqM_hU4aBV;3gzDDYKp_$#4TstdmT%2u7=7
z<4~cha2-pYNxi8msl$7sE@I^Qq39%7t-{0z{4E9o5%g&qTApCZANOHN#qtvPWXpxp
z2No<0FH7&Iwjpq@0nVO?kt**IQ-w7ooy%Bz`Kl{@-kG{q8PDIgx_9WXFECu1-XE2K
z^rW+pS}L*YAhp_%dZ3W1XKz;C6bi-j-@Unas63Gu%YPLQ0v``on#TPBI{~Z1_p*<#
zgy#Ahtuo>^+A$zFccUH7a*?XJrqO^E_e4S@X4~{*zPD)-VH<p|ik^ZUC^SKNOXq^w
zcY&=K1l#U;2V87ITfka8BA4KL`pWRVk`gZygNV_ERYu~{IY(k|M*7i{O8vvwBr&PF
z0D6=94#+bQK8qN`tw)&d>msZJFRA;p5&nwsQXovt&dz#v56!w*vd~a49MFdw_-@Cq
zp}A73z$J=oH_S!fbqep4TsWE5IX&JZtcwb{c5~ppJ@9|70d}b@>6G08o?hhw1T`MS
z33ZQQ$Zo0ok{2I<4v)I2^CUNux_+2&y=hB5Ev2L#E@5@j(Y4M@g$F*tN8P%)pl)C$
zb)En0Q8zY=y0^d)s@p7eJ9*W;_VJdf`(kgvs8TH<xRKo`Qg<s_luW~Z-iP$CJwNLu
zN>LS5)K%vJP)~K|enAhv)qp}JW=bu7L3dJCsOdTMp7MrInm}I<<haYnBlBM$1xbjt
zF8a=1sgF>K!$7DZ?vI0p>e-Mj2=j$Ls7s}DomRV9MV#k>UqbMz@I9>Vi$3Dc?qT(H
zi;O!vtGD%W;(03<TLoR)+w|c=>NULxrg)BpXGtG#TEuuXOs?oIY;VezNZ2+))g6T*
zl~Am@9y#&+nj7FY9k|Wg@lddE(!H_96wSlu$@5XG_2e~V;Vn|D!=As98yOG@fxFV4
zH0S1EPRPrN26H~2<CZxsnDeriGa{HXbx)5Zk?IJKq@4(=or|u**mVw_v0`2*Ll^C}
z1It6bR94OLP<cz&(sk+WF`j9LNLx%d!fCp@15tzy%faBN2>|%TE~y%b<H^4%qT5xH
z{Wr8^Wf-%=U-Js;!kfxlrWMTo9g1j=F#c%i5inp)^2k#t)kCr2m9?gDg(FQ3uW+!T
z)UWuXuUu+KZE#=n^+{^%(2+I%ntI*M?dr?T177C-!_95)%Y6xmQZRc{O9zv+gtgZd
zgIIFB9f$&o^kqs4sw23wgf!KSGC*J9g+RwBP$vr{n8p|&>LP*qDG(x&LO1{+{34Vq
zl;$!ic;~-#K13L*#(3jb?X5d&o*C_Ah`(?VrD<pCXtDH2fCESz4VDPdBxTb!6_sv>
zznx0E;%~Ro_W0X5daw^LQZ=4~2Z+_$maiUSlQHg)718_Ml?cE_n_?v&8Y}`3qwU$s
zBmJ;S_F-ghWXOtX9q9H#=|3VN7T%aXP{E|Gcz7dV@)`;j7V`1zdgNhNQxDn)ufVFY
z6g(JN@V>E<jX1M62j@Sd&jnDh8reU$9Eey9t$I=cWO=0V%nespgyp33RS}!#JFaMy
zP5W-&D4Ro6Y@sO8x9J^`JRn+Nlk?HImEmvEM&Ft?5;9XuK`dclg6gpfW<7|cWcYh>
zA*JJG2|i*oyRZK}USf^#DJ*KVGE5WN_S9mwooumdS}oQA)l*4)<>KSM$0X5ZpZ%TD
zBfC60*gvsD$wu14wY$Re*dr4Cq}P%bN2W|)d+f%1PJ6MDChMW1SJ;gaMdUGzZqfci
z$Ix(nX(6Auiq$!qk3}Ig3F@h%ZLqRSQCWJsg1V9~n5-3?CIp~qP&|6CUGx*$ihIye
z%i|9{g$%4<uWI#hMr<5+_8Q%Wite(w?81?uC8N;bb;ZYy3@sarKhD*xkh4kQdK@^D
zN$fj3)gqJ3uv0#5RbDhgWH1xjIoj4@8|`A7L~Q#j`4%u<0vd2yLUG>r77T<lpGK?;
zn2|X0WElAg1#2d?C*wIV%RQ2r%K6WG;L+n6Q(W=l;&w!z+wDQcrAOE|x&!KhQCLSY
zY(TV)Y$GGhDi^b@<u4U*G)!XmP-xfyY$8~%V{4gUA?^W$*3ua`C(`FchiYv(Fqh)k
zO@NTjQO<FN-V=dob3|47)K>Z{4-@Tsb@<1D)*;fse6{-?EsK}Y>|2b=a(UG~K=fnT
zv>yjdhui#d$n+=i_ke<mzql6lZz2Bgpzhq#&Y&?|Q1QushDIRUkA23E{iCLH`QOE|
zUF$Y_xH`Nkgqgb0pzUyDm+Iog=r%U-mtCP&9if-KHm~zb2;ylv_f}`FZx#m?I46pr
zGg;xne$kF%snvBdqJXvReLX#|9)iT{xu{tuVb#XAzq(NXLPQYfRzCVrb7oSf#r;-{
ziM?ghfT9;rjE#LxANc`>KB>Ji99dnlJId#!dq(hO3&CV+6u-PL;?64tB3{8<jQ*mX
z%ARA9Q1q38g_5OxPJZeq^lcWbO?20Y$6L3Z<@9UjQcP#rCKfUbu)8`ibO)Xz)hhF&
zM}jz!6E5)d(<m<WhC;LYQ!op+_FIwF!GTI|aBg?b6H?24#I-M|I0mmqGVtUd0G89X
z!A$i}&hDSZ1Z)!Ls<<15b;>*ZkVws~w0UP%s@v!3QZR>OYjCwmr|mA%$_YLn$C)2a
zxK+)OTwHoBK*H2TI}vV<q*yshi<~7HZdg>gXpM{hL<rh$%<CNP{#Yn9qI_dsLB%pi
z1XDZ3Y4u8Qj{4pV9HL#~g1Nk<OV+OY1r!X)F78g!C=)p+TsH+B6w?<8DTd?)1HE=y
zY@6bAk%}qDBG03hE!sQ4SZX(b8d);`PbeTdZ>&VRw5Kpu!Wrd=Rv<qyP-ZwHVcO+a
zkK`(+Yd?=;QNOaHr$-hm7zG$;F;lfAaT+Svl6&tY>T?}6i?}U95nPw=tl+xG!-?{i
zHl;huZ|Bki`R$q|#XtJE|54jmB&8ZsH`mDWVi62wyg+nAYjp*=qY&j&t82HXAobif
z*cykXNWBK7UR{BH9oF3=oAzVBr97Ceq|&bW7K*;9yhM$8&ZZ&dat_^q0ajD7_-BkO
z@}OF-R_^ZCUQFie4O=_|Zc)ifs>s@9>+l^Z>xj{_`P&IkY7|N5D%BM@zohdDU86ON
zq%$3mn4G^S7LW2S9p@s$%+FmDIS_d4oE@ry^)DbxM`fz+3UGg~pep^(pgcWZfvhce
z@POQcZxXJrZ{ELdTemuwtiKZoo3vzA`1z#*Bxr)$AN&mk&EV{GTGq@}>^|JHC+tru
zh2iI}M5{$&3)ELY+U+Gd>3lW=Qi@k-cGB4ki=M$%yvMYMk%DdqBH(e`fyjEEi(>8e
zL?KIh^RUF_L;lP+puyDT4Gbqmi=cQlHbd?5oei5dspJ0>j4Fu@68wu#y0L0xUW{8P
zZf%#LHmxl0G1iN{I9;oE5qg`u4-6M$x4b4CD0lb<AF@*cfLYfKo|zNYJ&!PaJ27)C
zJVLQDDc%bd0~-#dWMy^IELq6z8pTlOhEVi9c@rOi<?VJsA5a;NyJQeP9x6R0QWcI-
z6F-MSp^6yZtLvJL&74^%i8a`Is5bm8<}v~cbQ7ux&bKQH2&t%!rrPZwgtUv=<5;QN
zeieuWp=0IXxG_D<r-p|Bfz?YPDBn|FHG>mT$SCCtBzER1>L4~N+`Z5U2Gff$!LJ1+
z-fHrx(?qTb%vx&EhyajYj?1LlAf2DZV<?5r3R=Z{++{4crui2`H?npvBU@z!U{F)F
z<e^eh)bu;dt4xtX86bH@?52TK*1;?CK8lEbk^>TQ#&seovp*<FW07R!u$*>UzAEDG
z*jT%qRtYhbMPhT*qQYfLcDM%g)Nu0JALGNy@Vv5V^FpPZ#@6J?V_{?wG?V{kVEZmF
z-64`p@C^n)+10jk;A0WKhcRD-D1H!inE43nstn&*HtkNCh}=13de2DQ5H$`&aphQA
z<1mbVQvJ{aV-@bsa%W&Hd>3-(W6Hc}>V@{{iV=7sD}_j}i5?V>0tk)jokC#{SZn82
zB17J}yp`HHJV`w&12~?db`Q(q$O{im-KE>r^Zm6K%!Xscloayg;agH#8!e73p%n11
zOdC*o>ilcbVA_AHkC4=vGnuNbd{r6h=Q51oJ52EX*yuV;fnRn_E-XWRSPlY~^i^!Y
z8CX~v8lFG(_Ypk}4mJeGH92woh;o*a4e;A(tg*=<a$D@moW&BpVvA5rCbj7ceErY;
z>;!a<zcc-V*S}VJIlpWZ$oZp}^GPu0L@(zB=4`e7Uu6aN8|+{16${uuYu_6Cmy&A#
ztK1@+w|}q5`zR8$|LNKGk0fjV-5`gc{da^aGaiuMHnt!nKXY1eP+QjeICd33>|P1+
zbyol)q>iZ)zF{7xbi}-)OkoQJOVVllJvut?Hi@&lpp5&G2f{At2pu*Sy(1A<%?VT|
zO4y?Vt166?f7v|}-%d;m{YNJm&&_&=2&yW^n;OS&jyeItNX)<<s?-hSE2eDtsp~#|
zB*;lR)9RU~mu~3iAeQVZS>k&>d4UAY2}!{P#r(mT7e9+ZjFkVT6MJZj0SGHQ3PPz1
zuUF}-rQ||=wM-1{jIIrPLRJ=<K8F{Qd|OahVJ{{*@=CHkM{*HuiCkl~CrbzB%496u
ziO~_a75hSbAg_?LgPs&bj6vyBLO$s(Ga0pnQ;V!%>jjwl2TIwI;6PL0USFDJFYZfI
zUT{7Ph;hJA@Y%En;5IBiOTY|>#->?nhXS7=su`k!VN;3SKF!8D^27_H8NuJ*+5xNz
zQ7v%>yl}Hs8ge7}4Rq=3lLSuutZ3iDE082baBd&X>N;7O-|a+K&F(91)--@SqnAfz
zN#{f<DOTQXxm(0oxm(2c@=|0^ugLcaw*`&=zZy6UZ~fcLi6H->jZ=|r$40_`C%_nq
z)v-l=C!Dg*gn=CnS`2MEe(5Kx;N?ym9hQJTk<E4#tMzf{{?Y3<xy5z!!AT9KgW+Ze
zH(z2UP13`^ST^m&UeSE%!SOh;pn_4-0){Y>=xI29jRN79DZ6XMI!a!~dqdqoW1&Ch
zvuegE;Z&9k!Xz;DO3Wvu*JxnL?FeMBd=3$$mf1@Dw7i5N#7pH)ukw}?3TAUvM)&fj
zpeCH|K-1Ut61zw`E7}0ZiHc)>-2jvN7*h|osS{1=ZA`_N!^zbAI`wmyzcG~?Zj##7
zz+T8yDx;*@t$`Dn`ngS&jWO_aI8z&JDs)5~PG6>SED@=i_A<2Gffj>yjBFvBF?vFd
zBnGtoNx;WduG*ffU#GkRhop`b%i(56(plLSwut3#uW8m&uc}Pbj5kd)QM4kfX+FY4
zz-yW-fXg<`(P*ahKC%n)A|;^2l;i<|dIN<hs8|B`CQb~~fGIjK5Sj*%CNn)1ZTXe8
ztH*j%w4M`J0d2=BHD_@!=SxU0fMl_U<R*gVu$Ouam=laU!HK%su`${`<EuGjU_1x%
z5F%nE|7)h?<3<DGp~E)4i!to=QD4FbNSJ+&B+z4V5)i^JBZrygE%`G}*QD-XYYkgv
zk|;SMTd;FdS9pSUV2$7igd|`dPy@!Qh<TiXQM0r`6H9(a2^%a)2q(q;J6mB@1RGW4
zt}}=K6EQh9lms)P_Q117A!9rKc&H%i%qfT;Pys;t0@wU_sLv*lv%IM@hs;g#lGjjG
z9m38z^J9hSvz`S!j~GkUF2@&%P8yCU7>+*|b;;uRe0U#^<2)b7Z?n<!txlb!Iwf-X
zAmpioi1-moQ#EIXXa;pkKx;EWXLz6|5_Ib{C%c{7`rBEYZB#6#<Q-|}`G)Ie)SsiB
zxme+G-Gx9^VZpKn5=eamsV2jX6mBy7A%9Y<@h4{sSBBqRer{vCvT5%Qn2!D7cZbX<
zfWLefQ?9&lV=9hfNSr(!8}IL)H>0a&os6vXWk@NO^doKh@0kwYPL*bB3PpEQVpWDO
z$MDrXH(z(4I*+e|HvQ`I)d75^dz6Pi%qySvVcUY624YsDk^fMnT#fwCUw?INUg&t9
zRca&8lSXtK`K3(Ic^>Gc1l2~io5~a1RRtSjYi4cdqdTBxb1)l&rpCv2#BaTJwsMpe
z-5Ju$S9CYKCI=EbhZpv2bk+FrkXyoJ-_SoVBqpM1SZjRAe>xaoNoNU?3|lLy{T{8@
zH!TLK^|2^7iR<n0+lPP@^)-T&CP`O!{PKr(*_mM(_2|vV<G0aJG7p7d#6!cYN;}~f
z`~GdxbvfXs0!}6t!CloBIMZgx!ikOh6zc52e>S6Zi#wpM!SFI(g1m5xk~0+T>*0Vr
zHDrn$-$VxDzSANtEEaLMd+})ZLgBoiQF=&)$$Y~nKk4~E(hYot_p>{1zC++}`e;Ad
z43{xui~%zYE0NO{_2!HVU3Ie=_cY76XG7Vv4c($VAH#QZB%ql`0^G9kke*VhhXdRl
z;GLrsc&=<o9vW_t9o<ID6~oPDgMkKQw`jki2on<6Q}4s?#iLva0nSAuRHG3p&+%?^
z2|KvTrE1(`PzI=Nv=TT0l62OyJ;ptz)Bf5KvHIBSOZGc)WT@^SO3>bsGxc9$pbxXe
zLKqRSJPd5Lz=FzT2tHt=2Qu;(JTogk$?@(`+0z~a5HvjrqgMJoFgmZXymtl}I$bEb
zU`~la4v?JKw`^5HBt~nvCS5PYJ~tS;gt;$WMkFrx*O1^S?vTN&q^jA~8cd`2%L}EJ
zu!A;3@E-e%$v{FhZdkS1LyK2QY31}5&X6!uWi7gkR(Cig#;UeiB3Y9qOLh&HjF2o5
zQR%Z%LUJv6!qGo|0)@EaQOL)dxxPvTK)R#87MtAmd?kHV<KcQ`dB1L?slWG9)(|d>
z;A4LP_gDU-kXBOW3Px%kBDhfi^*k<(?Cuxb!&i|*aS_gl6wJbQ0nAYZQ-n&YBLS&g
z!)Yszh*y<V*Bxo-`4wwYNNj+v)GRsLlf;Ee3^d!ck`VKlYFPt`DbnW}KJTE<)qL)#
z&uBs1ueC2)E6}hgDwyu-ha8T7rClXyA(FUnv@KdM#R0QUS*^@#p(J*CY6X9nFU?B7
zl4+;u7(=9Xg%5}_Ct+tZ?GWGK_IM8n5(2~sUxM&8&`q!+Njg1{W=!PupV=5HteLB*
z?!H;_1+LADIVPR+$vzD{sO}TcZKduf>vqOTIF5MD!20n$r5seh7#$i9$DxtEO&Lg6
zIydGQwvrF;WmOZf<q5!v_y>{!osqy}NK$`kBtStP$FXKZ)xp}kTI!K6;Pv|uB+#bo
zki<6KA9A<B4uY-?&}nNLiCjvY>TRx9`$5>6grk`~gx1#2E3G#caqvyLiGDJQ*UceO
zgF#R!OmODT*bV{+q)g8~fPf|li4G>iH8LIKa(H~MU^b;ctpz^0KnT*7TqLkj1$U#H
zTMMZrD8V;-f<ql)B=9>QZB>uoT5U7k-U^OM?xrc3&shVq(r62?$%@E7_rjP2zLD)B
zH4IsqH73~`Nk*&#h%IwvHn&t``k6#wOFQr_2>0D5jBxh>ogx4?Wygpf9-s(T7_inP
z{vw!ZUE)(&Iv{a>dz|Oyx)MJVOAMf=1`^&%iSI{)_P4d`Y=8K>t-L8mQ(V+LqbdHr
zJgX`0M3QNW2Y>W8g@n4=-jpK=6P<NEkkYU7V4T1t5hyDXYT*w%TtdfQN8`lmy%C1z
zZK}w7(ix*(V=jyn?_#T`t2s;dsDFSknxU!peng4Odwvb80fM)hMJx<+rO5eD0RAIU
zuU8o4NjYWi;;yoRZ}4#Nb)DhyVn=jjwX4e<LIvVs%bs$DJNlm>7E>2;lwSitaxnE<
z+k5yJeG>*0a6<1t;bO@nmS8;WmGI)QTC8>Eitgj&PS<>XQ*<9$0jcmI|8{iW9vh^U
z+~~f^WY3N6n^GjL3I-5kglD0()#$zp4RoMUq-;A(^RpxT?!i(T*}$o(wcrRV4;SIw
zZh1>#>Dl<jBxNF;R2}Q?{ynI)fpnA2FyznQNMb`)AYIJ>;5F{;?^G0n<vO&dOej(p
zb9AURQ<fT~0C~D$Y7e8BHcY0U?<s<>${AaD_TOBz9|_uEY~c>`ZEL%+g}b;(ne{NX
zuu$6>y2Ggq2jyI+RgvU>=M#yIEi4mm*_%caq|=?CRUP1o<W4rZ!Ez~NC?ZKu#8HA}
z>63JLlc3Nq1DsuUlU6u_0@v<#XVxxLeF2SRg6`~ru7}jk6u{ltr&Uyfz{<FdxUP(s
zeF|=ethm+<N$kyn^gd`xHze^MC0=SBc#?=4MH^96XHk_VhFeZoa64K&*PxDp&_rLG
z`$7}{@pWr$emF_Z2u*wf5|!OybBN{qhm{!BA@}fMUHVrIP3%@Mo8MN@#p_C_a8_vI
zSKHD^?v=XCTsOwi8U&@o6TANauJC1Dwx}LyDTNZHJ_2%)77HlXop<>y2tV%cBJ53s
zH)bOox0@hL{V6-^@4YqaB*{X9$ruB4K5@E{3!bl$D*W59(X%8MPNH>A!yaK%RLB_q
zv<|+L2YwpCjU)JMGI&~qMQ%|i=nJHW8y$VreY8K*{M5aBCQ|5UH&fliQcAXt-uSD4
zZ<e|%J@DrUZm1hg>UPbf?$T2Qp|tn#Eb4~jrmi14b~kXclULoKt)TAx{ZOGQRZkyv
ze>(%zU5nLVXWt#sAsCv^J<X%;J}Kyz-JRelhwK8>UF21F+d~4rS=kNqz-JQN(9wm|
zeT*K)xoiiIx};BbZL_HR1!cBG-7EV7MupMx;FhVo#{>U_;D)+OpkXQ8bP{sj-aapM
zUP0e_Y!c_cyMG%zpNs>$Itt&#M{S89^2_qrt)RB2SN&02L2YwCm$`#|)GnI@YJEYd
zAHz;~n)xN#i@G9q7noG&kT*vV>XMTUXbksnNiBX>W?6&F>EWmy=)Alj)G;2Jr4Iy2
zh_&tlw)aX+K&fgg<+a%T+o~YcH~OM3ZTesCmufewm=Ad14#7?E=vnanaLK_S)Q=q7
zt4SB_1)+Yqw^=+-&@uh<3xa77>We9K#HUjH7%4f@BBcYhHEaM0Tts!kwh@YND-@}O
zGzgXOwxg7`(~i;vqv9jwV3<qlQu~#t-FE#oBxf{8FkOESa^-<m(F^FHpiMC6GB3yZ
zGEn9eFXz=@&Tud1>0nMDFK1pbr;C?U7R>pER;9F^7tFc+bC1D$$l!Tw76lzj(AL*1
z-DoY|M}g%_nNG<lqn9>-M79?E=E&Bk;Uj>|!JuADjC-rT$ks_v4}_2eB3pUMqYfxK
zmSjY>np*&EWa~bP+(x!`cVF9q=2R#56}`6-0g>F%kv0CBN>evL7#MFtHU`Uk;1#I+
zz^@u$_WPP!;6wE_Dj=#FH@CgXt-~+cDCw*Pwp5v^${js0LKYP=<`EULPzu*8nHstp
z93boyJOXY{(z&DqUg}!REFlSS<OGJ-Bn2IrK|^pUhYrpQyS*9tg!@W!Q9C$PILge8
zyglE*J@3MGvT%aW2Hy@haCe(rkLW(iTxVMhvI^CO(4Z7cM=h5A1LJYiXOqsXl3i@c
z0OPMB6%3>YNJ$g(+YN~}=64%DZ$-?nnT2F1=Ksa~LVOxpoJT+Fn83c@7V|s17aJ)@
z%<ret?pZOv2Z<qVHs;p>UF@>at7Bb^X9h%TF^Nd<vGthWIxL6ep7S2QxtQPCtrpvI
z%r8yK1W&qi!@-yvHe$u3ft#;hgsifKnAXrmh>&duSKy0~ov;Qjn|uDj2-&B(kSRw2
zT8)quZ2an;Vv`8j&cx=0(gq`BXJC`NwFueeO@<5@?!kDrTVrtK*#BXs_Au{#g2&B8
z$WAGuTKszvvik$a<|AY~yS4ng5weM%5DMa*{Jj_ag}aZN86g{Mt_*Xxm@v}WVPm#z
z+NYt?Lro%9!nyF?QcAzYDA-|RqI=jo`%ub_{bcEobW#5oW^3%+l})SdvH2L||J7l(
z#=VNSu#x4#SldCnTifx)+V(`^e<9X3cMWg!$Wg;{NR%4(*>W`RKAF+Hh4A(`<&7~Y
zT*Lx63b-xzOL+13#H)DGyc3S1ORrGqq|*mA>$*j?+2rYYoB#-(cyUKrzEE&?qf4WC
zEsAx!xzW7cZi79w$FOU41@`iT(Yy*SW8Fi3V8|aKY-nu(qyCtn(Y$=p-XuTuK1NIy
zOrv>2W>0na2fy-LHi6L@-c7h5$uNR&7t}6k#DZENnpbeSLA6Sw?93m9kR~CaVAj|4
zCn_>Gu(r>xoN%S?^AU$=-UIMzATiKdgL3RlyE7G&BX_v^R)h&S4V0_mei#BO?-(hI
z;N41Vu_ot6^Ns>@vb#(~X3cH_@!DWr6_W^j!TZz#cWdb#C`B+jx7{%|I`=gUJTd3B
z(Yd}>EBnp{nYz)r+hhs<0y4@T>;4Z}C3&nUM0>f>xw{G}HaeGChD$g4@)+ULlq0Hr
zREGua&nTYS4>Tg*>cKN;)yQGMG`!&U1Qg&POT!)>4Mn7(WrB{2Zxe)Wgkzs#pi@z!
z)z(R?mEsa**GNL3NQ}f(DVw1cvFy14D!&4R4J21pb4XuZ=To%KJLfSCvO&xN(wAsB
zf~eZ1cZkVKDX=@3?3g%L4NhevxZ)Ym-9Odu0$>}htZjvzb3kN~+pdg>Iii)Nl&3@M
z+H=>&Wqr0oQ^jFC+e~bb+W>=TWu~g8GFq8<Tup7ivzUi3T3Lw`ZT$T=R*{0y%H2$~
zazU0>`J<J`r~;{sC7RZaR<3*3>YR;MX05K|e%MJR=Z4_Eid#@@bAhdUDa+T;{HrT)
z{Kyxr?4$jfX3B%v5}Yi4i*H+qR`y{S0t`H%@ZL{2p%92xzEsrGm<HU1jaL3b$kbaA
zawx<ehAp+bpWYUprcedJ(@P=}J=oQguHQ4820$V(MCP(wl5yR`Gsv(DIAV04kAYiX
z0l~=9jo34B-<%0|Ix0)ebKz)nggZYI?hwFbMmirspfi1ILkBWpyw+H3FzxPPawDBn
zkWL`dx#cY+m>^~=hE)XeM>=m0mMjqMlyojbK{LoMr47zp#jf?YL^}U`1Z3m|4%cTz
zI<G*r01&d=&Q$^d-Oe=_>0BWwWQU;krU3Hg&?8%y4um<<%^B&u`m3#sblw@Y>B{BK
zm$J2aUQc!oYiv#4hW_F<;wXf82=DYyB{tc@A!P~x+z{hZx(LF$k<On;%y5dGq;5T#
zcx!PHJAmR=BAx%WUb5n0#55NKBAvy5{I*EvjZi4m9*lIp;!R1c!A2;K0ti`dr1O(P
zb;LwESG_?<jdVVfYPZ=)=X;NYbc2!3V}Zcxr9?XK<|(h*^Mxp6lyVJ;%{)(2zCMCE
z?;^~3Ye9)O#+Xtpa!u%Iea0h8U&FO{_1QThox6iM9SkPSU~s$9NU>2sF)mds!mMjP
z+pM42Dgx%D^D(v`&6;<o8{Hy>GI;cg*gZ%o@~Bq?i=M%AMbWTG${*=`7Ltq{-ld%e
zBONPA5x0f^OOeh65t#`BM_J^@#{cgEo!`KMjKnSdj|4iO$l6D6^1!3MzctV~cVP0~
z!-0;23F`#Kn(rUQRMqEsBjI>A8<@QA@LV`f_u)8+I5Gp1*W@g=kFQuy6w|=uV|@Kg
zC!`w1noe`}b|*H_o9m*>Il-K_y_}<%;~J%n6Uc3o9}cse$vNq*vdLLkX${)sbP~K3
zHhGkkl&&KR`!Gc|Ym+;BMJA$1;H=-;5m`3*Dw2$VM!ue9lZ|4NffLxVIepOuWSl`4
z+r!ZG0%RpC#^P@gOPW)>_FSp<_v|z2cp3mNooM-U{0Uu!d53#gdY=Z+QZ;8XGN5&3
zb-S4%_`R<nJw9ikq~k^eJv_S@m4S<-^H(f|OXHXE?WvcE#Kl?uDuy<D!eUTLDvn9N
zkPO%Mx%fPMRYu4tnlaHOJJJzVN#`hvFV6RLAxx}8aO5?t2EwX2<Xq0qyPzTyrw%me
zkUdpSB0X|Oy+&4yOvV?wk5f8geqk9W8wdUrD7Ta%;AwDVg<iz7T>GT;^I#}uHm_;j
zN4Rxc_?nk+#D!l--;`G{>lLMEG${wJry(Afh)j9}$efM`>^=YTNYZJJ8=JlM25mCK
zgg-F*s2h>hdgG-!`5W&CvgS$abA26eh<#UIE$#EcX?hHB8!<pQa>*Ctv5QQRg@=-6
zIV#^*lEkmQDBez`xdQIT#3G@~WsE~t`A%%Xtmh%B)U%>w+#?m)p9m7{@Kc%#aw($5
zsk`}s%_L)To7vXOY_yq*s#6YBKfK_fw_LCFrCHV=N0XW=uM1-R?l3T{#9V+JXCxtK
zuA)t!=DTHO0y<sv9bPo{Zb`uX*P^leQpR#%CRa3eCEYs)ecnOz`I#dT5E6*So&lpV
zMU2;Ti`bEf6!Ar4pNAp=ua_2=P1C^qu$~hpd#XIaq?eIx$8Q324PcDi2C~U=#0bLe
zW30ybF?HgGwp!t=pE$RyXzW?5fy?^*|F&rCuf;GjqOt!#j<ytyJxiKhW4b3m(SB1j
z_F(wujA-mZ&jUwRH1-}$JzPdCh`XLBCWT#2rs6QaD32SB{p~8GW<_Iv$kdH22t{)*
zYF*9L&uuEVIoY<gOl`2K@Gp`&kEu)e^6x}r5B>`s9nM;czKb(i&L%cd7YE}x7>#`b
zgo*+hC~u>&Ulpw=!N4CIUL2ZhBycbqI|cCouLMv(hi1x-#!jwe3u6Opv(ec10gqL6
zK{kbLt}Y@>>ZI>%pyV!Rm723(FlS;WlKng+A%f<xmwMO>jO~9u8v8X-@{DNgqsZ%)
zqOs3~(x462P&h--X#anS#{NijG9wy$0-4F?I2et68Fk8VJerN3Ga7pwpsY@baC&%}
z^9}13oob@kdS!xsLo!s!RugpVGzZ2ab679xK06xw3ld?YmTfflSz;ty&kjW02cxm4
ztzb!weLjwk;u|=M|25Ir1%AG4H1-W7IlDFQ0O6kSA6oA5brl=pw?t!KfWo$s#nb(s
zqSTh_D(&q?V;`0Y+SLPH%l7snoU`vX;Rlb+B=exOdibr6#(qGQI$R^C<f$RSXzV55
zVO#)_!0YQYcEguhv!M@>WY{`5NNX$6*lz==oX!tMV|RbwF01E?#(oin;H$S7jeS4h
zWF&85V$E)33!G^)oauig8avbs2L3M^n|<&9a5VO(&x(Oc7<FGU)~smk`|3Q91<UZv
zmEFxmW8Xp;wbJu|(HX&a?_}c^W30C&Nr6z@TC+_#8(uLGV?FU(F$4~X@xPTAYoLQ~
z%^73;$hDHC^WLl&>%!^G)#U&iNh^Nn*yli@H%m+`l~+4odQxAD%?$8<zLLHiG1kkZ
z2297YW32x?O$K^pki=kb;`p}U*7@5Qtw$CF(9a!e>xma{O^o$Jxniv6UBgPVW31aN
zG0;~(F%cz3Ms7=0kKhI|{?+GdK0m0>Xu+g2R;=D^a*iJ_73u!-ha1q2!Fb$%B8j_Q
z+oJVy#8{67Ueh;d%L4ykUz(NvUQF}HSa0tGvZC9x1VD%Q#-U#`!R-17OCR|Xgs+#~
z1S=BUAB{Al_?OUTOwN{LtRE)(*)i60zlOTsuYHFI@DjrLVyu^cD&?U1=D5XwF2?$0
zQE{1P%r(|0wVQdyxvbg5SVuvokNO4!-jT_{HtmHZwrN(3^-e&i@|ImA#P6`M`jB3v
zgvtNW80&`1P(dKZ+NQJ?@%tniA{nkJWP3<VLLkPvjQ9c(zqJZjM$IpEb7ilENiVDu
zJkTzT3uH34r5NiWG`H4ctjA;M5?Fz#Kn+-R@b868Wu+?CmtY6p^7CdR*MD=2^<`60
z4TbB*Si33y80*swSZfl0akCQNhNS}%m)#{3)ZNC-btQiC+TSYiBn{f%)@B7a>D=-s
zTX~ZJ1P6W3r!t!2r>3l?_yS3$DT-N5U?%`$u0kx3wE(vpW8DO#{upbHW4i;$0gywD
zx=c07i6leSQ%6!s@$KhC$2v$6H6@+f_rkA9<ok0t$(|lSujfk~w6AB0f_22lE}e51
zgHHXLv^@#uQR!Anf;$p_s-M({fn(D7`6Dx^#6e)j`ATBrKYq1enfLPx@O#+f8K|dR
zD1L*YeEmT1T#roNP1Lcj@icIX5~pKPhrc(C;wiZ`&gBxqzMSj*<C^eI9=CvF3iLMx
zCP@Ldq9XjK$?s<J50m`0ZhqcGt?(;}|42H!Oa3}He-D%Yipl>4n=X~%Pu%<gCjW7h
z|B>YLSgO`P!sJ(({ECC2IzIZxn*2*l{@qgkGq?N%lRwVnPm}!5-Td=Ret(lcN%Fr~
z7Q#B1^Vet4!m*Xud|w0C-NaS>HO|kf0qLE_#8&Zr&!>LfG?pKuO*+>TKJ(MEgWU!K
z#DmmYGo7zr2<R%aC}10I<kOO<4WOfeW-TK%oP*Z4<p(eDp0D-evTgdK00(ZUGW83t
z?mk@WrCMEB8R*Al+yBvQToZhBy$m5(x@vs5J{1}bk5*UC$i~&xhpWto>qH-}xqe($
zueQ&|m2gDH!s8$xu8uxjWBs_S4kiUSAg@v%F6T*)$E7~mh5WdzzFw1!tFI5&T|Qh>
ze7K$#8jZZHZV$-D_2CyDkK=u~_VVGnz>mw?!6yP7;IZ0=tDO&5qfd4{{J5;m+@6hV
zln>XUT2Ed#0$1wqTwC@QL*^pijw;vCe9mWu+8qyLeIDo~nV`cw&~1aDM`VI->w$hw
z>3CRo&IJ9O3@HK620_<9kwNRT9%ywCba^IdwFi1`5cIZ8&~rV|LxZ3fWr7~+fffWo
zi!(tBJkU=?816dJj+vmJLL^24iwWw*M{u6nB3)<3_l`JQbUW1}aKsy%xFMv4@R21u
zDb(|xxDi{XZWXfiXBL3|_?c*Of(q~gj`Bs~`h}M&Z~CfkaKRY_bk7_%v0O}NPf6Kd
zWXGO*n<U1~$At{AOj6%bc$qw!s(WLr0^`kUz<bF8{DJ}(l3ZN6g=*zd32BdFIG}o-
zpHe&PkrS;4mk=)lZmZ4U|LmSZmDCbf_7&GcKd2PuMY>uN_rdLn=W<~V*Wc+T>QG_1
z;5vL5h_cdMRGjS{5eo6f8J<71lfC5of=Wbt&3k-yx8WxOGX}#as5O90-Zf)~Iv$1!
zV6Y}CXa)g|NpNu$l1jCj3aZb{Rn!x^yXlVI>}_*wSh=fD*j;d<`^`#@W+Lb;v1aHy
zfAu{z3JZyKwpSaC62XHUaS~wKw7f{4-QdNiZF$?1b;v4zw6FX~TOKT+8q8H}dE0v>
zPspsli?4j!%<_zc5c+M8H9M>POQsB~TS-j`@ZZCfx4qQptnzVR`Epy{X-hJ(hqS9H
zZ+oT=S>=!Rl^<!#=Y_O<sjc7kM#<xu;SVS8;w#@av-}`i-u6JVv&z3@$_W2^0DFM{
z-3<M<*BPBvKJF`Dj`FE5g?4(m1aV$UoT{LoK2HDU=9G9jF9vgldO5YhoISmq+k!bA
zyqs%;IbTr;l!CK@Id6J7kzmeZFXw<@&b?mF4$RRbd~WQXXG69PYpo90QD)oYNRPh_
zN0W9Vui?bcHn8QV*z(o}SB}ptFT9)bo7m(mk7htMNoSxfZ*8zVt9;VbN$_Qv<(qc_
z9{K=lgCn!b&-Rs{ky)Pc9swI{n^k_aul(@L@>6ViYlAC~C1Za1b?}wnM3p7~)&{@D
z$#SXR+F*HB`J|~+__yV){F=L)^411NW|g1qD?cN%e61~SZLn=t`O&`e!!yfIvE{7|
zt~@4-e_#1cXzo-yD38z5(o_MpfXR;pZ18n2=g45rGhWXA!JNCjob7@+<z7z9-vagg
z!OQtLm~*U`vnrT#u$S{lFlRR}r#hIE=jB|^oZtalo|{CF*#s=(BFJpK{OC6<VpYX_
ztE#BRPhFugot5)}0-;vSieoU~bmtFL&!pvHMxS&(A{6ye3Y$U4ga?p_E?=<DAy$)d
z#)Do43RnM?h4ph51{|r6uryG{HG}n3R0<UpLOhAV6_ogi&rxpP-2@oYFvY9th>yXp
zO-VZ2ufZ!nQ?jCPY`k+M{+zHJuZjrbIf{Ql8Q%0(_z|04r?WN~@l6m#CoF-+lavu<
zE$RIDken+Di`uzm!YJboS%fmIQlOwsv!xfKw9(MIhw(Ub7268K7<(4=0*p=OV%rbH
zLG4#6aJU}NwQPZl?n4o|wim<2coaAGDNH-mSQ&l-O9)Tsaq&U6#0xAz0q1|wrFW?A
zDqV<JM4NX$Vv`umuXU!(CK035bfz?`j{@%~mE?~=eqhWtnPjTzeMY?A-FWWU%&aZl
z^bxDV$8w81=9!xdx$0&|ZgSDab`iNEnJ~EYIqL>Qh~ji&fo{0pk1vGabnVXM=FXXd
za&FE*lxalG*kj?hnTtDO#Ep;Chw*W6c{Z0)AD#@a7cVK1;xLSGbGooRygm=oYG%7^
z_>e4N;a=Wla6bt3;IrZQs@r;RPgiL)oSHhIpuB>*xMLbM2QC@eUP#qdzt$v#k}}e5
zsT|+YchXOngLo1Lfls6`MG9l=OPY**euM+G`kHi}EWoq*(s{wG>**B)5bKr5F+qAL
zm~>_nQt&hwJQYbo%ce!WNxEP=7{eJB#fegcqand?GG1eeNS>Q8Nb;A1Qj~w+L_S2f
z1qytBQp;@G24$ec;d-6W429#edEL08YS!DOf{kQMHSsi>t}OBezRcZMnw^aaj$Zq~
za)i>-bSr5KrsmsGvn~Kb3WYZHQqr>$r(`faq6ta8vrsRpEnn5w&Pq7f@LEF84J1q@
zvTh#ZYVkCOlUU(C>BR1aU5y3GHKeTztuT&tl&W!SVDGx1iu6ve3WWl5J1pGtFA3L+
z$qR3%NqH`Ey8MHrBCt<X4y$N*pX?`{zvCbs6dMc4(^^8M?UCJr&ry#&YNTf^S}qoC
zvSt5b%1-r{jq(EBCaj0^pEw%Cdzs44HU&;Vff(DfB_cO!G#PWxv=rkp7XHjD<^x{9
z?=7^|{vkja)-nzr0VgQp?F$xO-Z2vUHd655ioucPO@ku^k2T=oCp1r9!NL(8%bP--
z8Y)Lv8*+VCc0HGDM3aNCR%q?KHMDl{XbtK}d|W*UhShF0!B$n8YUs?(nqIY8Z$9lF
zCaQXV)s7A9T3s0x&Fr>{+8lc?VAX8)f(D7SU9a<>kz>HS^??jjj<)ObOl9V@1bVa?
zXtHEjo&cDDx5sCTuwHQ|3AL8PJ0ykvHKgAPpb#tUggq5pS^=!*T$N|1M99>BIp%)_
z1t(uRKoxq%AKGfq4MQ_=O8Kq~S@ot|RaPym)-x|IV9nLh*9Bl9w%{E6jaTsR60AGT
zhzx1Ce0(Hh_%%vM*CE+tLwSN+R+;gVe_YkUmjT-T0IrsxX%ThLO7a>YrC7zaQY-(G
z{#o-#t`4lqpX2x^6dhubBmY5BlR0GsH>A}XGIjy$CXJZpx1kILQ+y8VixujxNyH}`
z+ToF`Yj}dw9lXVb9(;x>#*v<kzl@;eC4H8TrKEmT@)^j@95>A*9V+qbMfe=B*+JFQ
zz5*6WnOC5M1!k^dvzUPvoghEO1lNGWRotzr3~$8fX`_ywc(;`F>(>A=X%0Iw9BGmc
z8efCp{U^;BVcLvloHGI6G_+O*Bzpo=(1pdK-=hSGNILD@OnQUv;+}nO_ReJ#Iute;
z8gKU)b$tu<$@*6BJ8U07Fkrl2Y^0HoC({IU12N!1S+|SO-9P*TFj=xD0f{(p|Ni0J
z+cO!l;P=Q{p>i}eH<a0=9F(1#?PtHD4k?ihm-%|3z!*v!M0)M#JosuCUUx59#97A4
zj&lk`O>Gl7L3V4LD9B!N_27}Ax`xZ?G}egznQgZV0dBV43ZPIFU>3^uStySu%3X=F
z+Mv7@Fb3t$9?GQ<u<K`)Rd$;8D<}T_S<HaY3Ok5E;<z&m|Jb;X;y{tAmCx~9Db}|@
zCrER|77^el;t?#kh0MOXh|c24B$KRNH>0FbCg>@yCa+ZiPtoyob+sGNs1eU5Uzhr1
zeuPM844&`_7W+1AKxvi_EEde_1B(pGrMC%6^-F#q*w&W;DV!^HSx%L2(TV&2ML$HR
zqcXvVtkl(5&v7*nSyy8{$B}cXB4Rtcktp_=?q?Xs_zGAgpOJGd@FmSB=xWf1T2nWI
zMN7v^zQ=`sW@cl0*;vW?7(N$AJ>Wb5o;B>0H?<}C_}0$r<!jq=tY5xvW2YA}*vGu0
z57cb9W><BcLzTd3yz+HzJH6=PwmPKtCG!m6M04y9tQZ)HLKN{C$C;KpZ3La9>!@mS
z3+_GWU}5DlrZ)Bs3Mn7N;p9b-7R*Tq!Rc-UG0CmapHXE?HV4LCx?>QMOP33m$)9E(
zJ)~sJO1}!Xb=&DrU_;ZeJX|q_SLIo+lZMno%JWI+s53`*BEP`+WyNdamFfD04xWrK
zWBc|EzB#7PUj@qFZQP})$=jD;ypcKeUXh4)=d-d}3v!37D7ZC|!X7Vsghi&!<f9(U
zWdnxa!YBy;`CSg3&VW#`CijXjGA+*IAgG0{ALR(@H9C{K#i~kP!+TSmHS6wwfkvAl
z<S!76e##4F$+V!;VN}f=bd})`@y)N$RpySLFkf)ah?<!mjOlSa{Fcxk7+n2$t80Qv
z#%k86=5!}1@-J=q=Tn?9DF>8My~-$|GWts*wMu1F?}-ItNc++VQig^bOFIj3sksK$
zC!K^(I&V@sGr%Au`({8oKY@5Foi%VaaY&v+RgsR6r_#9&JQ?ZWLZ~4Bw|M+ZMXUep
z@y|NF!6mw}7NDovT0J)@AT}dKIrVuMPy2Bi@Gl9?@pWdg=%;ah^9#3XvcZ(@od)v!
z`lsbB9j=&&NqfBA^OND5CH#xS5&lbG26yF%93!zd>2ry}W=&Xz@*!uHwCGCqt!KPq
z#xk+)X}JMzH7+np4_sV!5w7}c#Kc=K=Q{<pIG5b)cACBLX!_yVKvoT*6v|Z}fiqFY
z&kFtSw!#Sm$inxLvl}S7tN~h}3`V!ot@dP@5;H!-h%QizU8xFIv;F{K4DBPnd$VP1
zHH$V|=G%g8>GHxYS`o(iLR+~M!p(2=-?28qL8VI@#=0T*@{aLZ55O^kha|-%H>-CT
zjeDY`iww%9NOa8(kV!-U<FEb6Ek6$jBKk23(vS1IZ?kb`jckJm9~Xo=Q=M}YNaPT$
zi3FdFZdPwOxywb1F)o&OS9SM>^FA+Y1;$Ac5gf0mh5K)xW}5V<*_wcx3Z=<a-ub5Z
z_F5cWN6Gh<Ru@K;sO1cXm=;0k@Q2}AvlO=oy)#}H;k8rwx?d~Dcj8+lS<C?_q(;Y!
zFMlyDCck_yGVk)sUaDYW0#;Wrn@0`Q@@lN*ErR4xhHIp90g|GWp8Om>qj;zCraW}=
zC7LxbkcwU!$g!l<0C!do0euO%%59qA2Gxm!aOIOq2_zPxu=4U^9(bw7!k(}o>HchC
zH9bO2{&lpPj<Z22L@q<^YhMulfwX&im&FO1{2^F0^O^kBaTF8u#f4mUoAo-_Usi-a
zP64x^7Rk0^2~{IIj#x@V8WVdyT{t$j!FlR?Ea;a%-*HU&`n)ma8#hJ2j8vT<Ede<f
zCc`fSI3)fFBo!C(d%I`95m~;jt$fH_y2nP-0Sp5T@(k%*aU<(pZByi%vd0(3$D#BK
zk>zVq`gJZWk;B)Vsi2`e{4zd$`Er}-bKKK=XW!tuuX@;@xbzVdM@+IlJ2*-+22XOS
zzqjs7sRhOkyy@6CZs^YW4G6@2!B%muI7*eK$tn%=j8^c9Wq=Fv@o4JwU`^;AsrUeE
zobb{=Kf|imIFH6SuUy>BmYNuBsRm?KYdLAE($oAe$LPy=Dha9rM7e{e2w~~1ZKSFP
zhme{)WM%0#k@7S~PHUVFa7Aezs`N^L{hg~sC2XH!%sz)l4oK)B3J-3}^TS0VBr~lx
zg3^yfHW|ZpWLVu2qkCu)BbF0va5gfI8ioFj#2G=thGOB31T_g#&f!2ED~e+J9H`?X
zoEu?`iZm-Tm-i0vF<eK99A#3LoTsCOgq~fL9%gknSx^MYn&f5Cp|BL#m#ia@<r`Te
z)5s#HE(T~h5Hf{R>97biZA$mf(8*t5jFQWa0!zpE>(|i<5dVC5${Nr!U#o1uV~wf3
z-wJdg;Y9hgM5we2Mo`P0o+(~=<3X!C+z9Nd*+pk?Afn^9eGQ~e5Ku)Zf`R5;iPW|^
zGcbZ~0UqMUwGq(Ea1DO(m4*YB<4(fVhb9m6)`EqGNIWGJB?lHPX<P+I(o!Kt(na1g
zMwWmJrK<5)X}sPoH;~1R(qJrR-7!}AOBO-lPvcISASECLq;~59IsjY>z~9NvV98Pp
zK;crQb>Cg7WBpYq*~AqC_C1ar<v&Ar@(g?t5IloY4eluacUY8T0s(g3!0rGTWHQ=h
zmPr$^cYKkqd|G|zD#IK4(h%RLn^E+Gc!zt8hnMOs<u7<g^&%<Y-Sv4i9lLcA7ZN%l
zq2J0_V=VkK{AH-LV?6va+Fd#rz!bV=g|#0rpihrlTy!yf(Gx*mG^zsBbDFLUJaoM`
zq864*$(_z9#*lk2E;YE$ZwFOU-$<;8U^#G$7P{MJ;99@}#vOw1JM0_ye74^ntP$uJ
z|BQ7chKB3y{N#WfmhcYr$qdQW5=7tH<y3e~hs@RfXbj3#ngFeYj5my4(gK)6ix5k=
zGa&;Zc@D2gJ!0Sr7779w$6zUMJ|U9J9(K_d%&728gD4Uo$oy>mrXeJtAIE>W6^5`1
zfc*f7h5dMV)sPidWIwC&WgEdV>iAQ$sqZDr0!GlEYGib1JKS3bHxxr(5HN$q&@H2{
z6dqSylu7iLN$2+~@EXwZK1><1GP)N<o2Ao7BG>boM~kC?j!&kJuM6t<<m;%zu8uD+
z_jFu1sumk)Bo*h9xmI<&8I-gboxIeqyIeu6WZT4^)5StrG^2kW)-HR!t{Q@fn9YJ3
zC?G5D3Zjsfy<T?$iT4)K7D&U|HAs3Vvq*4h#I8(2HEi`k?^h+OZn^}CDi3g|BeHCm
zK2YT2F4f(GO6}U7U8*~D76?&KFq{k^00<o0{aSc~f$k_FR)P_r4ynMuA@F1-spq#e
zkJ2RSvXiOH@p07UjiB@TFGQD{P&ST)H+0_<&1FBXpqpSb*U#4$kX75*g2}py${#ia
zI-&BG{DRqQ0Hn4bnk>_CZ{4+#99HRKscyu$_bHFlR<N=-9j%qRLHvat-$Ad5rZ_y}
zA&a+;EEGhxEs-7ON5&R3bZ@o=Fa8{osj8SkP9do7s8UY@#gdWu0@K=(Yxk8f-u{W8
zuS^%MvL$Z<MJ7<$-5Gk38fobeQ(OE7lr^2dm@5oHIhl@bpP7QyN@*~$p2J2_G-AVM
zgG>DSd85(IkK7EvtOx*l<pz*LP4KvS+6g=zcQk;1pjR=r#YrQXEmGSeS#^!Z-tGeH
zfXlYGPgF9JfwEyLAAN@_m$S&E+QILMIFK3kGIw<|t(5zEnZHm40wue6nN4n{rD7YP
z$h5~tkZI_6f(1+y&s;?_FthvC{gO3@WdK%ls8w^Y>-|Y*mxJsLn&UGi`YMSvQXYtM
zl=4wN!5Jgc-usqm0&IEt?lYRR^<b$JRPl9_0sE=HYqio-e3gzhmA>u69jLU2F9XC)
z4_5lIs+9WbP#wnPGq6#JOEGcT9<+p7#b4*y`&y;uC5qpO;17nH(Y{Ip)ZBD!Km^UW
zLe>+3Tj~B%soYel<KEwUWa>tc89m~2$7W>AJB_O?8CKs1`beuZq&?=NAVAu8*91r_
zA!(wRw!Lme$xPilfNiZda1bjC6gV?SfnO*YEzl;bz`z^@UiJ#SPE!rkun9D0l60q6
zpoRt9?#cEJx%+2p2MGw$3<=NFRa(_h=+5g{h}F&QEIU}OIxn83$w>MLpFjhWj$IA1
zyq-M0&aVV!#^zQ!vGq!i^Hutbsq_^e?m(qG_%guD<-tnX8G4FHJJ>`!fISE8;QM=8
z6~Ri?c@e>G5FK5?a9^bXYOcR3AOdHtUj(+&NWp)~5ccuWHrUYifRBU#ZC}D0_?l-d
zX$xpw3?(zQt`8eq^?F}XK=u^Yawg;`@I6JN1^z{o4Aihsjsh#a0`*x1{t22hNxIc5
za61dQh9K)cTka9qVXGyy1S}yQO7#!=>T9t!-il#7u0|kQQEepO&nMu3<fmK#GCi@q
zvBs|zDJ}+hIvNorrNfShrsne6kKENNT|4^ddcx3ki?8|sU5%Fq=sGk&SC+Q&3Uzhc
z_-KHoIN-Lw2C)k9DW0<2_El;%BC`fV+Ydex0<;bDWx(R@`8ZQsKL9|cYFxn<Q02Q;
zw8XEikK`zDq*vhRtO8f%D6pefU{@A!m2d03@C;Y?s?W;s!Vm4=YNHmbNsHk6q8we&
z(x}&V0l~HPWdQEnj{?fJ&TBeMH&Sl~UL(oXP`un8@|t<Al6Rl#y^uHBkhi;!iU4`%
zlzMc7ywxAN<Z+P!3kvyPK9d)^tTT>d?w?2<1p1KP?H#0jTQG6Cq()@zK@8)-hSa~U
zmh03!g!~H(`KSA+43PiOWdZU#ko<s)8-<dYYS~0#s9Ju;$^r$p&r#qBufWq;1=fLt
z%o?V91<F~#Rm<R7xXkX8&RcSbK~5Lh-360#2qyiys<mZ5`d74o`cWsK%W<^ghBwes
z`!<{xDVW}ndKG{^2Un4}a(h60K!`>{G^QRSL~KRm^)Im;9_h3K*$HOjfgj49P*1S>
zR7C(0?jFZ`C_UBSR#(*3-T>b`JUu}Hj?3~y8&o@`$rGl@FPiGLY@o@X`jeLdjosmW
zHhEz9kh!{03{;sd^dS{Tbzm)P54O;jrTsUss?sh#+wVD4+TV$^DeN}_GQy<&%Izp@
z0yLgSSwBgD3|TXG1w{QFMNLWH=wYE*ep_&A6VjW~SH$yAcsehXwu><;^N#WS5llTL
zo_{cZvjsj~?MVdQ9rV+K{WQgsYe3*5d>Mdypb<w&D}Z3rcbK;DH&fmXD3B@di`kqi
z??18f-zM)Xu2xyk^~)N}rq)6*+Qq%=iAWcHum+!6kt^|WFHwEmh8JYvbY4RCxzRlO
zj)m0g0Gg$(Bh=@J@TM5yJ$Gp<!fWTtfbh<HH`75q0Dw$k4X28$utu>mS6K8Bx|_|#
zuf|yPEgX)Kz2~nmR8kq$i;PAr1?ezz?2V$@kN1|vORj9n`y)8eZTY-<8~dbRrzDK5
zB<4$a0G@TwRZt<pCN{TS^neJ@8u5^k&bvRuI;{Kgt0s3T>vxbhqHD&wc-u#LHWDj#
zqIOTf*}yF1kek-qA&`Hw$>-*c<O5d+xyK1H9po`Q>(hc+9l$;sN{=Co|0C9c{wZCl
zvb(I8kTBY!7}hq5Eioa1!#g_{5A!47;d<xbTLqjubw(0$Cy%Y&d<Ja}Di8uvabHzC
z^xkY$wllX?b=j(__I0Z&@>SKT&(@I1L7<Y!L7;FAg?MGJtttDITUJ6~C^3}1MazmZ
zsiKs6qG}fqm1(F;gn%?INH79zp9^ZVLKVAE9dbeKsZhHvuHnl2H(di~5<b5WJKYF>
z>y17gdQn>7>cp^%VP^O!lv>r-v`Tv~kL{Diq-^CfPj6q^yS%0SjLtaSP<b<Ck?ssz
zE4@O#8K7PV&8IR|WuEeg9hDs|lGfBxq%sf<>&y609hKF{E0}ClcDC>NVF6D%3*N)7
zRw6Hbpmv-4`Y>LN?gz&*nka%!-2x)`<PSXbZFwq$n`lA77B*aEPigcb`@XB{YN37a
zCGT0^2xF9;lz$7po>xjF+%4l=W0qd1WlLigY^3}#;_e!B9M-<{4F79~>^+Q^FA)bT
zPPgMZ+G9n~+L2sqsy9OhHUoTr^SV2z#nGPbXfm{!u6!hmi+rzk-QH<m-ja94krqf>
z@c_uYI{mxgXz?@Dl<B=^UWD3J&#nj6)t>uyXT*$ez}^ja4m9ipRq=%cKsFSHeT8hs
zgBM}kF1Rg&GTXGlMi@hVJO{e(>ww88j87Xx7#2Oe=`f3`Jp}`K-Na7H;IIq%qOk{k
z%nWyBy06Y<h>FD)VAoW`S<0U~2WcVtakKoMbkZ2grY;2E8vHU;;!G~@sc*Pi)PSmK
zj0IfkFc%n~1OdME7<~7Gbtwf3IqD50m|D<I0nTrGm<HyOd-I#HC&84bt*<mp{hKXM
zRYAu%RHAb*e87hPEZQD$*d>-eY}?$2>gTDP*-(_mwXgBlKjB?`ezvZZu+>yoP8GHB
zul#>Z-Zb;Dtjvpi*erFw_po(kfxzi@j%j6WBlcVbG{zQ;BBk*PzWDUczUI=q(Q0s_
zix(KZTX~+RUIFQM_GLgG7r&ZOTejZq^fo|Ty(1yUQ$G6vGu(!(#gIQfN66QfQB@eC
znl0r-6;v#uxlcYs)izP{!m=5DG(IR9lTn$u9C8kyQQLU0{_XFh<HVOMZEDgPg(ME!
zt!hYYPg`i1w@0k!YG!?al<vNgomsMKLZO*H?YP~mz3^To#9AID+HDLv7l=dXuo3UV
z%;BV28;)F9iB(Mzilyui%9bgstl+zXHCi>OsTNpl+)E{{eqTfxq657!sJg$xo-^It
zJhrcD=e-x;d$Av&b6uI<Sqob9-`#?aN<$ajIyz__G?MdB5L!yL%)NsYTfhlM`E&dm
zx+=>NE`$*nX6oh}h5Q|8wapSx$g9rwGEnyiFHwt#7_y{aQ7w8MUMzD$vk4_F7nZX-
z5y@iMuOStIF*<F{><&*L<^?BeHGJ{entjb>Yagiju(~?Ouy(SKg8*yyoE2a#1lGWm
zMGqg3(ev(qd#P6_^$Pr1e2$Q#N}yc-^0HgPr&5}?_I_xMy$-_06N!;%{u5Mat<4x!
zxfqAc$)TN7$h)-@QQ&D}0y$9Kg{ojKI0?1;&oA~0A<W*pf1+9nO(-<&P4#*16<~(8
z9uw5o@sLJlbFHW7R9nB1mh(H>sNx~Yx0t!PJ<Tm><X$YVlC2wfu8vb`&h%O*&}?5o
zimqgE;noW|HIjj2nHqTsP-e2&$zyRF<$_yK_S`kbfjB=OYp6stPWbznoU6vcNkmdM
z+cS?6xfD1M8R5v!I}OceGklWtA}Eu&^C6>m!Br;3s`7NlK9#qx!*Y!A993^o`74d=
z&hd#TAiGD;2*|Emy(q9n?;qB50Fi9kXV?Q79L9U90#B5F$90Lvy(OrGeiZ8k3MejR
zNcDIz87Iy!&}0EuTt==H?P2$d-Hi9-V9etj>~6uJfOj)}&b?UR&FFI)kd)Qu+ziXz
zVxMyxOR~@TGwF`+cu%sGKIiQ?0dw>@FW$|9ZqI4O=<jo8DqF&@*HP}qs^uiCj=1A@
zUrB*@Jy3&G>GlpON;JC%y7u&Jh3^gt8k^o7CZD?p`V-JwOVP$jIu%+68}L)wW>ybW
z55vLuoZ4hHIW}jo*N|JO&^xQ)i$X6l3jOCvp56u&`u&Ms1_&GWJnHt3&b;xGRp`&@
z=50%8)2QafIdJqOTqg4$OMfxh=x5_V0$Pnl6w&H!lWyJG8>ryKcb|{VuAC#Oo9>hh
zw8>_)`i0xGwE8C`Woh+dw9po{I>C}Yt*&3yidJu`Bw!A${+`OYd98j_*~-xBFst62
zR{tbbx>~(GC7P|(e?2W*tB;_9Xiqg7J}$Rb-wE`YTKxoei%h|7=p1pczR&;r&dbG0
zK13XSLmWRidaNpQ<c};2uO82zxe{U=5^jm|W|4+;JN!j5WA9~<J70zhVJCRn*2c|3
zb07a2bExq5IG*jEp><~-9Fk;QbLAhW$jsLcTXJ;~&#U!_MTO4O?sdeep5X*6s`3;s
z19W}KE3f^vMLWw{QtC5tihAi*T*v*MeVB%4jjq@KW~GZMYqa!_JD?ex87<A6D=H^~
z(1nE(rsxg^lynLu6c{ZX%Y1jvN&7M#%pXw|jYL<({9~naq)1?_bjvE1%Ni@~1sPdI
zB9HWm2?|s-@Oe5VnZ?@7F^Y$9^O+g&oxH5UJ(bC0?SNVbR%zdS&Epx}COkr!WS;U7
z#x|mMyvinuabJGh<rw#g&biuCzP>M4yAhGlfT9gV`W2fNbeY#}SO=~tGOw>mF0Uy<
zA$v{HRISR~;=`)uCQMaG^KJqPo-^l}@T9Yc%R{sB&<xyI6B8bi2qyK>+C5VMBV1ZV
z9%r3wX_eRBF0GJ>rL~m7@VRc1H?iTQ>5XYr8yUwLeJK5>w_9j$PL+5!grLdoW8%Oa
z87VOgA?dV9V{$?ii_{Ceg?Iw-#o>gp_F`H)6@V#8=U{d@&?0k*lcepbY0SQjn&Z2D
z60$6I#lcg$a64n==sYi>8rO)Ln~W6S#LA1O33NU6S+1wQk`C8n*EfrR9qkZBE9vDR
zC<i%Wx#1)#2w6i2M%Om@g%6ts)ng!Jv{`SHb0%Q*pILUjQZ)?-aB-3$7ug^?>0HBR
z6OEJCyGm>;%IhS_#VJ@GIVNw>rZK!*|2=d5bpuU{nW|`dI-z|1l^}mEYO6+Vl@LxD
zVCHgg0pDkw6N3tYvJyGfUbiiG&eggOY4S2bKUcgFT3cJQFOIxJq%}lphMpV%A}PUR
z`)Jb|19@V#-;<o8IZ5XsEP6{clczn8u#=JRQ1c@@qENfP$RyQ|9c4VM)x}FJ`Y#Y(
zVn4kB;&6*f0($3aktBUX7S!pCr?u$^k#e`QL~39?8`D^A<K{@!Fto9@E!b^|#O%pq
zglzk*vu{8hjf=XMjVW#0MCuYJ*tV6|nUcF2=&7$z4xomiCY?jrs6NlZIgnY|y;59h
z#=RbN?Y@ztea+R+eMI#&)5!6rpF4$QnVuog&($37Wq_<U&w?y_fd|)<d4a-?k3NfD
z-K=_RyRCsIPrXd_G8N%5M80m)j`9NGA?fVNdSfspUCX7U?Vxjkz-V2b$oHV9wIDj`
z*BYM{<#8uk4qh|o?tcL<nf=i~X=kysgT<`<bN2_lQBQYf8W!E9&(<^u?U-~<8gE#m
zcNo`fT+u)>?(+&W*Efn}<cr&}1%v1`^n=@|Z7|-%V%uAbZN{i8K1ZOiY=>-Rex5c9
z;dRi!EMr2`u}sE6wdCn1q;zaB1cvF^tND_XSlxX$ipd%;aS10Z<{Mt%YrV{=5Qga8
zIR4EF)W)mJ<NoW$&y*J7wd6_X6rFJhfq4BKCv#)+)$n))nK9qXz5$|$&xw#yAXnCw
zEy2P?1=Hky4q-rZ%2VW#cNr!OtA8LJ=5};0UV<V8Jx63<KxL%4iUb+QvXsLP;Rc74
zAjxv64h#8XQ7f*i8Y=Gvv(Ln<CUQ>!AB9%ryMw|&t!1Xxb|PTCy4<5Gt{*kivi$&J
zy%&llog>+j+O&NAJzn9=#{0U-Z9uKjVwLUofJyJ55Q2k7YV}+dA?bWgBGm<sqs;}s
z3Y{JCLVpw(P2K!G5kQwYn!*N#*H0F@{iN}oV~@3(pJPN*1tD&3M02T_4ToDz6hQSc
zz$K$Ec|A^YIr@T)*%8g5KnY*TYXIC`FyC&3on^->I6d__N&A}1NiI4L^%~z*X`JLB
z(vr(bUNg?i0L>pQ06qTNWV1>q{7L6mbbP6Hm<}8C<nl{)hFZdOrr*=bV%!6$7FQ{D
z`B4^FCpGRe!sHspUkXbOA|A<<%sIpqua3izpTY`1$-_(!ZJu=El)ATCdX}I_I)9;Z
z(qHPl0gH?#;}6K-7_VxMV6Za|+qd;Nn&|8jt&hJ4XfPHU>nCHST1&+O6~C?QC;_%}
z8ch``6(9rKYZXJO7H(Ie;unB*<x-7SoOHTfjrs27Vn6Pj`VXkunvjLdXZ>nIohcAu
zT_g_?4fYkV1h+$hOe8f|QT)>1JWn$*3j|p+9p3uE0AKVSRP}dZdQCh*(&W4ftnR5A
zH#pNhS7hzd?9HpX%SA8RTlvz5<@?forvq6=&M34g9Z}xWw)7b6SeJIGUIe8Gnd4&Y
z(?XHMkWhB*P9RZVA@CV9%&kA?3wU~RAhY1M1UhAa>*1&a^8Zzp7n*vAN$H5x{0&Iq
zk*TRgwj@qBkn?7z3F?@+a8qsh%}xJE(to_4ekcblLJ7u+IbPu>#K%@F0{NQ|Fn)#M
z;19~dSqf2Tvom;5!3TLbsC6EC{B|C8ArE_zhmP6?>2vAbLTOy3rnLXq5LxaF4@&l#
z8#5(44JnlD<=K+G9;2$?DA``wRArD;qE!0YJD03>Zk?)TY?o~fRdi8HMXu38p#kql
zpe-}Y23M5`DTAxFxa@+0M5+6?suUrw6iBbW&6M<8Tsxn|`P19ClHS2fw|C9-MRyDT
zf%S@5NqubGD$w32S8E_>Gpu){q{Hf-TD>FXrYBmtBL#>tvST!VDJ`QOGc@=ptc&C|
z;H=)T&e8lx`6cyvwocv;U@lLo>Ix~A)C;g)f^rEektvK`abnK%6xq=N?zsbSGljX^
zXwsXEGX>LaG=@9HY6Cgvm_c)y(TouOc%(9GUe{pn9(|84K;jw>GoM<*uFN-|A{BOB
zk@u3|lpqhC!4>dI7+e$OUI_y~hfL!Wbl=?_XXrg-(i*XnmwA;8WThj!+f|jqk*e?p
z@;G`7=%OUE?wr9TVO1p?kOw@n=<^skGQ|=QP5Ny6)`mz7uzLt{nh*RIf)CQMpj2BX
zq6OxpQ^LaRw3MLpyquv*TO$NC*te%AYab#LoGrs0MZR0abgc-|lAI!6j>^yvt0@MC
z_diX5@aF@04M?daWgqM*K6yUSA#EJeL=Mw?>A_2Z`PU`zcxGux5*#F$p7a`Y?vUSn
z&_BV_U%q}ks-ZsC+y2ZwdS!2nD;>;iGvcb7O?+q|{cdWL8N^pT1jP~Eg04zmj2p3g
z^0=QlUUz&B0Fev%rv70&q~7bLej`<Xxh^MFKR&nxs+Q&e*bG&)N(?jPPVc6myx2Q8
zQAV(WzV;c7b`y^5LS9%NfewgZWN_69;z$=zK9Yv>!Agm@rvG25Yi7>6?gr{WT~jmb
zDx{r*60}6p8B{E4(vrm21k5NPS=^P6!JfhT1r*6MMf9RhB0>pvzCoV^`+`3<hBb-a
zm)0zXI<CQJ^E*c%*?@dGQb9aQ8iAKvWLCw+cvlik2a9uw)aSowM_x~0(0)SSXV$6T
z9nP}4PEA78q>l3uaqiX;akxjs_8t*-mGJ@ycoDd-MQ;R~9#?}U*tuh4<JkO2Pdb}s
zq3O(R8pk231L=Tc&w|cE(nW3V*Q}ZxS+g~3ZjP*rHLE&DmZ=L0kX6?qEG3^RfU6NQ
z#oY{r_${T&L3Mg>^_FNrd{>)n7?zIYvo=c}CGLIWf~|5TBm!Eoipq7@xX#hX9M0CD
zuhI9#(mGi8LK44r!hRuK$%<YO<l$PKB8vA44Lhx%q6@SxQXZDR7alD%tPk!P(r<vE
z7Sx7?*by?~B9?=pOX=y!@MGX9l<pHRc`Vkjys1rIL!R7aLZ28as7v6QaA#mF{FsXv
zUk+|4<$zwQ7%;tyeH=3VSs;OU%%0xM7@M(5$g#<I%5kLJIK>Cf6>-%IJ|6PrNCMZk
zmk8cT!R{2}wEghW5mz`p4ui1z;hxCG7$hXB1c6E$t%Vfyi(7`oKGD9}QlKGG3InXn
zQqM5O6geQ;S@=!eZxSK?#xw>tMz}(=jDA!|vDM2~VFkc>h;0TZ_zswSl;}%GAfam9
zqwuSsJqm-@h3csnQxLKUZe=qjTU>j{EL2xHO3z^lE&VmQH#Mwal@uPDrJ&+#jMCF5
zsZs)Q(m9O9R1vQvEz-G5PH*JcMWO^j=K`xu5aQ1l4QyoIFqRFji5I*5f!V4Uh1+gG
ziNKpa$$EaMubA-Puj9NM7l#-R^a0+{Z^Vnc##Z1;CtNecW3O`Ku9(!bl3xgL$6$B?
zDYmDi-^M5dqeSmUGE!BK)C9_aE9sE&o^&=66^uxm)ZYI@0qfOnxGJ?PCQwnHoNs1<
zYp|Ln;l9xxNNUkbW6f2VGZ8JVp}^9K1v9U1gx;fOe7u?Eh_;Ocd<fcMTqNV|$Wo0+
zWzHvB08J`fZxF80q@W_IWH*TsdA{&wBy$1dAPgai$?cuSyZpyW7QxvX?<I18Jd)1$
zGmRWNQ}a!YcWW)u4H`Khj!xxp*>|nW;i@Jphrr+$*4iCBvTiUTJbv>SR{M1`DMOY=
zOH2~PH3i^ST<6%@yV=^aFy2dyXg?@WK$@f18EMAz4|xEa4nxAtQGC`sK+V}Gn?A~N
zKZ7C>bxAt;DxOSv_e3(~{SxO0dc&gSY-iviqgE?*&k?!VI(TK7%04~aR=t;2=NJ4w
zmi3=_w`Qj1Jt>E>TT`wzQY0XbPob(}2d1fSB@NOpxIsth$z=9-NG7u<XDU}mC|65b
zCqe3~F+FA{0lga9$v>N>$ubYd{JN}>xC&ZCx4|2POFjjRqg`7|dKh0^WM6kAvM9S2
zCgL$uzs&m%aLEqmnl12uPIQT{uD~<``qZvZ-;jvkIWPh7Cvbjd7YJsNjS$6kC_}<E
z(fyDI!&&Xc+dJi;230J=&6Mb$@Qdfwq5kOzX2CU~s}8_>P2|T$-Dr@qv3H$gS}DYy
zt_Ic&I5CX91rDzyX~>Gpc3E6>3Bqdn7TU0yBs-QHvDpU*xudRVC_Vl-l)%+|GE|a&
z?~cJ9$m2r@!u#|lIp;(U>LIL`?rBGkf+j{7?HNu7MrR1$z1h)Li;t|3C1vO24wRLj
zoylZpV33{X4)$n0?oiU2#m<Yr_dq@-Yg=Gv31O6-n}N}}knbKl7<Cm=doghLU-2wW
z@G3V9p+c^Xx{&r_X94?MY~O;p<2WwER>#l_RaS;?%+NE8u3$sBajp`LS6la<?h=TS
zI(M*1Wvmx2<KktRGxIFk9nSf4KvM;WMU}v=yyVsuiS{OC{N}uT5HFW|EHxjA%&x|&
zUAX${uHJKL|FUT}hDtjuX+ovx{3V~VZXk5=pk&CIrFhb3W4SmXI4-y4Qd;i2oaM%v
za{HM|HY#xb`ME0Tslesa9t&Ny%i<d9!zr#lbVCv6aX`c|#^hKLpVskj*xi$l#xY}^
zy+y@K9>s`?{rg-q;=5P1NyaSyP^r#sMe_ybX2PhdoCA!`aK7u{#=ipP-l~oEXkM}{
z#8pR`p+y{u*<o+`Z9sLX6Mdm&jWJvh&5QMAiZ%tBTsG}3v_<envA}}P2ZKO^DX;<j
zSW^`YACo~P_#ZS24zj$H9J=b~p7_^Y3_Vy`E*~@u$xUr`8)7ZFHCrpXwcsujog_rK
zI~?bu+SKHBU|IK_>ULuDg6qS72NYOK+}&g_?LC|s(jifXt1g&zC#B{c$(^hOV1ER3
z$i`6J9tQE-&;z6isqs0OSmUi~GJkYzzx(&(UeB6p%*qliDjsmtcMNy)HiwcV)7yGl
zq_0vh2#$f-)OBrL?#RRfg5<GlK+uRD9q{PxK9H5$7%)X6j$s)y6wc+OivY`ZqB&fb
z>d{8(ngVvTqbqOeS}<!CgoB3}J<3};70g;LZ=LnadgU!0OOH(@C8<~G_T?=TOZO>n
z=~gfcqqR`#3H-6O78&`?833Lh%kwgNn~ZCj@n>Jg-X`O0W?b#d=w~vHVuoD6X*k>8
zWE{whh_A!|lhK_SGM_RferGZ^9e|9TSi&9)F=K`fdF<v3W__Tnu-V-Yjh;$f^uaeS
zgCd5UqfZZoM#NU>)!{#0!I$Svlh++=>U#pRuRE~h2+`FyfTwO7^YT1iM#a8nQ+I}P
zkBWWH#|=o;d*j2P)M|_|5$)ENf;SkAsG`*fY5PyK?Nvwd{V#nbC&c{2fv{v8f00-e
zY4iruWQw*A>cbZbBpag`3&z3M8}uw0O0}@RP%)m^jTI=KNoqHefofl6OFT@W1~wpX
z2Q|ixT+9N2%y}qdcOoq}*Za~e?&Ccq`?yGKff8Q<D}!$!5{uX(=?^$V$vT>xVa5c$
z1U3VT=}$43#>@y)=<;cep=bx$eUP7qP!w^<>{0G_dz8UY1Lrh~N{>vL<r9vvfe0UL
z8-XV~)(mqL3fve`?}{gUiiWy5H2kR?KXx$KEe|(yfXN(;LqD(sP6q?dmZ=MT15WFQ
z*+U0U@5km0W0U3b#wSpmxxI0{Dx;O-dyrY`E*L>vv1Rz=S6Bmla-Tr9s>e(_mCamK
z$@0ys&{!Zx+9|^~5Al(c%Qw&b+H1&c-+VT5{l0lWQDyg7Ko5Pj`tcR&O4Y(Q$15ng
zyaXIFu9vW<lud9XA}RJ|opys?ON&|VzaRM!IM*d#3E+TmWbR?YLae900M(@qRZq?5
z|1M9R?gtKE^m$S1so!A6lfDe=sTVV2t}nxS>KbP7Dk;mb_0+SOah@;3dg?ziW1KI;
zdg>Bp3}S|!wo~rmQ6~M2P=EwKK58PvbIi$d`|(?;Hg2hcI^)O7C;0sMfT=nC_!np}
z*N=CG`n!Jo7a%o${0O8QKfVth)sIi>E6p!%Dd5My2ZK5N_-?8&){)&v#qvfH{r5M1
z+*OI7AD@K!=*O8&KhEFCP*JUdil=gT^7Z=&9ip)TPyXkiA+!S>IXw9*q*e!n_p?C2
zlQ)1z>u@bUOMPk9$SOS~lUyXWK-^cLjNCv8_CW!Q*djTb0#!=76N&4|=>_rKo$N1H
zaIT&V72@-R;ybZg+7<4#g%z9!sRSosHU~%3fLo!8T_}#XyK_AOSuz|SauQV+&&g23
zpD<SCqxq8Hse6;Uu(KK;SJB^X&F^+*N5$YcmQ^W7N21v=&~{IaaRQ05_||k`UT{Bi
zb@8@YDcji;jY<HA*tq67aW1TZDtFlZL?4o7GSp)q!OmMco#O3uRE;GpQ*6YEItrgJ
z#gJHKJ}ah0M^Lpuq*;%mj4lA-b5VUY(yOH<@4;Z5-;B8i{fXY&GXcG(e65KGz_<14
zoGYZt>=7+A2z91Lqmae)=szeePT0_iit8;y{0(w3l>=FlET<`#h{o#z=K*+5<@vD8
z$ii|JLjkg}l=`qZXwlTOGJsdEP9PSu%yrPWIm-|7m7mY@*RZ^7=gO24(vhh|ckB{Y
zh954Q_Hd|l4CnxJ+=)qeN8kZ2Thjvm3&WQ@YHLmO!fNWA*}y&&&(*1}K60<a89;tD
z0u-y{7VCmvrsT>L3rN7~E#;q-?g<j65}hW)yrlDfZ)tWgkaQkdj8k{v$C6<#4}{W3
zluw%<Dy0Hxk^N1PhfySsEjcKK5|CI9HiS`Vi!|mE_^$Hs{5&ka3=Kavb)k!6lEHB{
zaHI|)K@@zv1ocb7+utz~A&u7<;6q5GX`rLH0}{g~*1wo(gtS%@u@j_<(nsGRYS}7*
zTm|_gBx9i@o1?dTi4f{3gsb*KZ@@#M@-~!0#9k*>K-@#2qY<zo45_AKd?A`zNV@_Y
zk<0=Tg1{yUQDcWCV__y(O*xiR4I@uO)GkuD9B;8gSSq0@R2(bM3%SW-n0@OaBQ?}>
z7N5Pq2+L?Gk~tapkRI4J9|CUxn{=E#h0X>(Uwj<SL8SgJIXu20iAjoEJ=wL?d-f8V
z^SGCDRxsz!UQWc#0XdMTmqYvYVLQXi*}=^b@r99NdJL_2)p*k0NPH<81ib47-kIDC
zZ+;Ph)tgsmc=Hd>F<J7t8eDf$1d7z#_Z4}V_hj+FqbL+)C5s2a_~dbQ@!(K;I62TF
zMJ#d$+D~cK#Ewkd!IFUILl_mMwD+erX~*DSG0O1pMXrZ`rKgbB%!*Mb-G5&<vsN+#
z?tj2GBs7q8q|hEndZ9qrA-1AA+bi5^s)GA1LRBqBJNKiq_<IG!iioy6cY*YG3nohs
zt0&RHZ2nx+LmZ83d9;U^uRVm(-g&ePU8HQNv)#jvv;o;RuTZpNt_ODkoksHxQl%A*
z>HzIXt<NVDZoQ{HP9gjIlYtIRhCxk!oNGIKIM<-DQx695^v}Yx4`Ttc@Z90Ub35@&
z4C2|u-5o>w8icE5V>sD|p@bNAB?j$MYF*Bxn^<u-dX<V9kaXE|{2MAg3T*;grHiQb
z^)0oivc_~p_pw)~!l|bq|DA+?041F@X!7*2C{oS0JX#~;8i2ypF|m&<BzO6c%%k2I
z6n{h`Ri}=Z4%%&*H~*f|U3JbWj)>v}Q;1Xm&QupcqY(`O7B<2hQ(sB{3mF7r9!_cS
zN&P%=_9uck(V9I~$0(w*y1DejsOc`DzN9P?s9`A%@eqs<OZE`{1jS8krXOYgqc~p?
zt&|n_>bg4(&WPfy4&ppg`4dr}=fim@aJrB<N#_&88RvqG7+S}O_h)@iz{2t02v{s7
z{yg~B0L6M2ndIzFEi-$RJ$s<47;Oa2FS$RcZr23M+^OsXDCs=AyGI_~#odO<vv*@U
zdo90pz4x;x|0G>4I%-rWOz$q#vv$bx|FQQj@KqI8`|trp0WXPKHQHK_ijs)ccx@0b
zL5KzonsTvNwSW*1MWB!<T2U;ZoW>|tt=4*>v?^Nd8*6K$^%4|4X??5l(i$(-R9oE`
z)Oe4I@IB93GqY#!vriJJeZTkr|2}>{J=rsB)~s2#S+n-cY?&}GLWz0h8^bdgmfvx(
z#m#>A6Q`36h9vg;DMq>GuQJ&ga<ai4-YE7alc~n&{NZ1iAuQ+6=!qgjxEa?JD2>_R
zVKPj(g>U4k%v#Bm!;a^y$y>p^+3YF++c^s(%m$O#LjC@s>_41Fr->kBHv4+CrYfxI
z6RkNYta*zHCfGzoMPZH17h%nMFw2r8GWZLJtR$^)NMuOQk*`{_)YUBHFz)w|$hejQ
zNyh{wK(JmHhnPl)!#on}2(h;o2#%><6B)$8Y@#<V>5TtuCAlj+`V@@hb#$C~%pOdx
zPRg)4L5yZ!m*cKBcpCEw+`8{TZrC814fYkejeiEu?GFb=^tYmWh`t?`0SsaaEp#_#
zi_sIivRd2U0Pe2gm*>>#9Q+3;T3Ye!!UfN!3Krj_K0!LXpFD0b9d?)w56SKD(0*Zu
z<Gl_`C{7c79!D7djcAyI+3F0rsBvk<bJ>dL!3})r=XqMU4q@nh;spW|0oal4ikW!f
zg6C4T`{LGBvDrnB0-KoNQpA5cjacZL!H16BEdeQU!V*1LfRC|eSyb^nLVJAQ_!Vp-
zhY62}bvYeI1plWYbXo^0%(;<+v&?zNFlT3szJnjn<~T!BFW;Gri1b|myle2{J1)F6
zIvcc;M+0_Y7b?8J1M`}43ddvOEQuwtZ|D`gH?PHe^I1p(uf%&g{YvP2peh(AeH((d
zI#VZ$**mS@kgaGV-#boVMp;%8O7yk{<^;enUrg5+vUv~f(hkw6+-pVa!O1povJIS^
zd$+BAcsqk^{f;325_G4QBg5MljjW*vOF!dy)li<ImWlZb=mrcT0{T=4`pYQj^KsB$
zhM@Bas@u2isnk-K9!wL-b+aLB&aY{DA8{`$_5t#~go?KM@=|Qfy1IF3#an!|I{f&=
zR4Q8$2p1=)c+EQYd|AyS^px;38yxtw?B*!6&qL)|z6jq%Nq=!CFZPV)rqLO9b|4hT
zT^{qc!aY%MNlv2fTK8wc;=iGDzRhQzKNQkS6GTti5NxCUN4UcjI~pt2W-B^{)_J;p
z$I$wh-_q7(oJN|fpyn`z&7Y`vt4{=UMGh#xBg<$$+W)%I6m&M|g4Fv|tmXRy0AUz&
zmymy411wzdR*ILR33G>4thMKf^y~n}&Oyd9VP-!)R-$Dfj~~qIGMS%F;{<B(ZVWfz
zX+;{pw&Ex#v%{8#%;8!jGlsvjK`ZFgd{4DsJQT&~fIcjsJsb9n0WPG4msa4N_J(v_
z-;TrZJ5Vf0z#hgFF2f(S1KP7~Lv?Ws$8Uhz(NhR|pa#f|8Fd*)zmPkK^QDnFy=iBS
zhKkoXgl%9<Xwp(&ehB<w!}!;926*Oyv?1oMuPJ~KBeR3J&Anxey20{i1Tpx|!5|}_
zUcV5P)&!+T`UhjJX?7m9D;*QZfQ23jT)RENsb<*Wb_mu}veRc0J=PlMv5Md>f)#}H
zTK+cPvP7^bVwv%(Ve`sOy_<Uy7<xSzx(sNRnJo*LKXJ*NO1a;f%hZ!H8x$@aPuWg7
zMoWAHNK)1n%efQf0a}e&i<AHfc(fexpsEmH@1dNT$oUiDOpyMg(^4sYc>v=;KaZw$
zo;n1b{E-OF1>pvKtb*h4&}0xDkc971G}y0cjy_}kC$KW&w~+LL4IIiM_x1KYfCCNM
z!#lu<<}-kTkRuL=?jXbM%yKg(ZBR!1nwOZ_ftU;#&rvIK6EihJLBW!(Rac{&EGR@9
z6K;-x`0QQ|unnJL6?wMt&$l?lMXM*t=jrWk`7%fkQ?y1yZg4Y^Ny3Ov1KL&yMX!oC
zLb(QYC~t?}w?2G?o#UPXZcdg=1B42H2zxit(Mk&3ENyR8;Ws~wXb4<{PsXhpd^LX;
zpY4opa}4_z7%ZejTgdu$ASuc1^bzf-op=w{j&!oM_+H%>Oseo^ylntw&8?Nq){&(;
zIo=}@VJb@yz8=<G#~SZ^l0EOKzNOQd!tOG*I^JmA={P)43nk6&xbX3xgzb?XEnZ%|
zNL;D;P&CP`7-KXiyr|IlPHd3b2Gl{TvgO5CcBq0iRF|R%;}CCj8QBU5d=t7%J_lch
zEyM@|sEXo%k^cpVGRElVJRGn!jJckM=)bMVeeZxNSx#dW0VlR++HUwHzF@@h8X@hb
zv?|D-`!206Lql48mzf3Hw~-M5puDU#zzvS-THKqQIa}L$^pS+%+rokf&T$3W2FKru
zTsrFwsD|`wIO@3HL;k8_NlyN%9HxOc9LD9mBuXhu{xE+vUKBf?YZ~w6ujY{+gW@=-
zUOa#G^BZ6S89#qDN3M5_<Lu+%+#NXM`Kxns@Jwe$Jtu#4Kc-u2#4kW<@%+`%#AA$n
z_ZO2eoabS<mKgHqulm++LjLL>uS&0&OZ*H&AMJHHt!8)h8s@Kti}#G>uO6gA=H#y)
z)Fg`_d1-4A%rYYU4H%k}zuMu(SpMpG?$gg<=$T&P=2GC?r2N&-9`d+8E}FlZtU4CW
zU%evK$MaXOXzF7j$MpGDq2fJ7G5PtcZ9<%3{%Wb>L>S;RetR9C@aZ-W=LO`jh0F#c
zJT}}yujb{ihK-fyX7~jB=jX4Uln@!SPEJPYzlhJ|uO<#aS7IZOoJ{D4@(e(Zc&B@r
zpDzZ6<k3Ia{MBPp-d+A`OQqiBuTGa|KY#TwN-(*?DaP@vf|iE)EB1SonO{#x?Ds0b
z$MaWvd84SYYRtgJ=C9g`Dkpz+mY2U;PllO*;#rlM%!=p2i{|97o&m6(I~%Dv%h^Kb
z&N}ul3rlH#n+QT;kyE2JmxndOqcwBGn!&C{EO0_tvrV+-DAZVzMDex>NqU`H8j`d_
zh@{2Uhyi@oKSUzqY60IO`KuS=5VsNHFvTt;{+<wi{_0m=6M>k=CVu{E`@^X0!lQ44
zpx)%KhQQP0<gd;WxyABV|3dc=eLF0}rey*zf3<~FYYOBgFlNne%#VoGIr!~S<nmXK
zd-<!+RIM~&X7g9IxgGZL@>kbxNqV%y8I*+3g|mV-e+6|q>7?#*R||d#OP19^B;nHt
z1d_YjM>Ab^w5>;xyIj%OlDW)Voy3BK*aAR!Cnvcq*2iKCi{fQ{8?OMbe~IX&r##n-
zNUd?XB=|{zWy0^sgm|9o0C36VxqO#Uwgnj$8TKW>yXF<<v!g<8@bX-Hu$kfc$H2U%
z%;vc;)*nlF7v{K{xnf+jeI&;<XLBPc5@T~*zwQ_2xQ_F3T!gVXuFC*pw@9iV9<JR9
zCje=@a{;LG@>}=VYM0+S3W(zQt>aN<4N3A_yHK~(klv*hhWV}C<Dl=7B?|gj6!asE
zHG=iA5cGP2M%Uq`2+(1=VSZ~FUTfy&w~8bAEwFt}RleNTP0K~U5lAx@#(SOzqq(iq
z<vGl4?T!vNDYx|!0%YDY!Hk;<r|+>eetyD;dfx|Xosiv{9Z6ZecMGZYvs+u{%WkdC
z0lkLVEjhSvDcExutrho?ZWhmMWgKCzuLog%eye!n^IKR?U_Rzj41DH-MS_G&PjKli
z>SkCm8%p8U1^ym_h6!olz`6xWkC|C$AJdn*^(u$)Z5mGGEq)>N1!C1)RD%BzkzZr;
zQ&B3`fGMO{msRvSh9<n?P`n(DuJ~lNWrp<&5R^#0S@PYJBEfbQ2#v<)PgykdF`gBh
z4S(>c^9Ku=L7K!`Z_PL-7s2UL^b+4VJ3!&_<}gKn4cT2rsSTU*Y)0t{lTk|G+4ZD&
zlK8-i<?)0PacE={CX^=i;ee4)Vul`-jYM$Z@g|{!^anCFV7)5EB8=pZfQu!R`YO1e
zP#Qq_<Vh&~bW}n@sTGB25KAbnL}@n(B_0ar1}-X|kZGj+BnM^2axW3v^}DEJMKdM{
z{Kv719Qp}C1xvn^ccI*W1e=$sOu2>o;5K|2O)R~L0^>BV;81O1$z@E7eP`(M9@}HD
z7>w-%;BAL=TIC~zCbM)n>Og3l7*LwhfF!n)ei%Quo4mz))FzXT8OvI{OmHcb-!=(;
z`S=~1pS(^au6=pAqo)98`;ysG8F96T`_uJ;TOFV<!`@>9O0q#4t990B5U#o$(ZgZQ
zJl2F~r<`rZb3|YKLHv3&NA#u^Msq~ZNMZEtg=f!YHb-QxJ?H(yxcs8IzM^m`Ijh;u
z#vP1GWK-4QRwuX(d=u(uQ)N=gSA8K|Kpx3$ZGyg)0h5)-(O)VAE;!0mmrEB7)s^^d
zH3Ivl0YJNI6eH@9{L_|U@dOk%o8r!OiViwBNzzi2h*F>6=FHRhwneY^Y1kTf{?a}O
z`Ne=go7(#EMVacUIQ8t@ST#pB82#yFu1=_uh1<sp!M|+qB}nigp~~3*7Aq8PP1!fJ
ztp)IlMj<Yw8bxD+wDa}4C$~#tw~X$kjf|BpeUfCcI9B@ZaP!uOpOHB-OJZ^m+npnu
zx8&xqNlCe}Ak2+9tPupmX=zcMAKBbkLp4PMTFd*J?tY+B<Hu33(lp;A4c`Y`vUVBK
z;cIW4wleX3Uc1dTd9oo0Rdt_Nqvpv>E<jYoPawR2%+;FpvLJAKgKoWyxc#ix1&`9q
z<5{ntds(j%=<%BSqIk~B!Se&&b)SQ0tcT|xp99Y<#lta<te=EaxI!^zqe;y{UxX6{
z_qCx+_P9ZF_GLFnijB;?u93iy)k(d)gP4I}RJI?om;UU9#K@&82AyQSgYz~aGnSRa
zeSBw^$;T~cul>+#m>HwJp!;Q@Dcsq$0w5?{j^U|<MF$U3(gjH~Rn%<Wxdu#Mwx(QG
zP>vm+EsbTyO1TXwhv}~l2-z_cIM;k8tI>p=U29RX=4D;uV7^ueHI9q%uGjLk9~2!^
zkK5UG9372rDGYaZJu1}4Gh<_vmW5<edzXx_k$?Y=Vk*S6f<C0+LwZZa8D_?2DNd~T
ze4hPEaV{gC%RQWv$YBea4gTt}VF`V+ml@lmT%Ma@z4*^CSOjv9gx7GjIXR}`6qU)0
zJ^tyJx@WnWL|jHPWzX_*w`cikyph0oV&Y!o<(QrU4oj}MeH~-yFv^KGhm8OBwtPJ=
zt8y^VXwAMdOh08-kCNn++3_$<KV{b6rOb+iuy~4XSGto2CCo9xz-~ToI0sq%hCp4)
z>~5mUNtwOjrOclEgb)>C0Jo?x#g0b|V#@4jhO1%H>1G0J<S>@qg*A)AnxWB}v%;F)
zU5#{C9oEo(6`Rx?h8nwi6*cQe%CzH`MA&YJ_EsShv0ou+A+_TDk3%G);>}=2BoFp<
z9O7m|9Oe;nHzE8y*o|HjA@yuF@$+B<_ae*MNWlRhm3c5uEcxGE5^|4BLMCjIh$EH>
zdl>{kqV2E*gd<`y;?qr7x$YxYYhtPutXcC5dKbXfmzU#u9j>=&ajxx;Q4Rf!yts2&
zvcFLJ2HA6}Nzp9XiMhmFCa#|$RyLUJ5i^2vl76wrQYInLAYbOm274dTU8Zd8GFWnM
zrtBch!|`2Sg(ebPF@!Skvt^y|<Sttlk2b)_Y;b}2ddZfB(FT^pj#bZn3Oeu@26R1T
z%ObnNNP%VMrDR4tTh<5Ma@n%b8w~uAjEiK;WLH>QZnjKz5F17K5H~K^?y|tFCn7l-
z!}JLZ0C}5~*%h{sE94syUVFR3j(Xn+4Nmc4n;Jczm=%%4ocH5dm$!`f;kW^7->#2F
zUD6IR!r1Iu31DRHBs<8g2wy7+MHsr|yTJ@E!)AAo2^|M^L&xL(K<qZWMij=gaSx)*
znzLl%>dAgJ=SkFd@h_s?SH(dmg`kH<L8rw*4-G*F5;Pidm--7(>SkZOq|MF7#dn*5
zb=ly%L-S?iwrUVNLP(6T7?6*xjArDXl;<!b*RXgKGjdEvguBhGKxZBVfofI`_Jyq6
zq=c;842|Z^p0iUfC&k%dGW-RcRPIi*G6C?@cKb(mn%Ta8GMLJQdp6(uGPcv~N=Fj&
zag+RfT<J#V<0ff7&Tcs?1ny4bkv_m1D6{2^+8pNOUhe!dUsg-B`c#mt)>RC2*d#VV
ze`!Goh-6r|<2E~!s=FNMpiSXPOq){+b9Hg=C(3YPn5*-tJCf+2FQLy%&efF>i0eHw
zC4CHvytRFitnGF23J}EW?~r1ftCN9#uogv<t81qx`iJvGlB@e2Ydr+3`5Z-Xj}&>i
zI!nw1Sf9_6++5xDm>qE?K)*G==8Wg>2K&bCiMhKt53lE-%JSsyhy$*8xlUr5$M}^n
zAeOtU!z(n|42HFUB*psc1fRvo5^{IPD!8A!8x3tiH;J3UUOH5)D7qQ!Yx34Ep1WHM
z&|c*3sEOBmE9?U5p;=FS3KSwRFy;@UpE<d^Q9@88cZY0<WJ*jxx<3XU*%Y>$$heK%
zewIVc$=yMf+^#UjJR;R1m1?ug<sEyg<k}K<iOoVC2GNfBIou^S>eon%n8{6|FBQx;
zDMd5k{s>=A$KS1_?OgtirHV`L{T0V#xl8N{S}gGZXh4|Yi);>i2e1i!{gy*FeeDGN
z9mjfeQ9l;=QRqi+16rr8JB0f#$M;fLb0uncvXB>5+nvt+CEEjQcDulK5!z)JSeN7A
z=2|GP9^5G3!#mA*FlqgTIT6ki?V7i9d6=+oxNAK(ZlIdLt(1T6eO5rXVonl<&|oIg
z<78SF8C#hQg`@6s63)`^nhYJo`O#ap=bW?jo9%2gJ)2sF4nPHWq4jtCd+WPGniP_}
z4A#Z|el>6$=VwpHMT;UpHb=pc9FPhypyZQ$I>+lerTZ0BLxIY&;#0V!94;2SvAC?R
z;oQw07yCLW@t3O?A~iN&>X*n5huCR0d91vW#B$xc%uE0ar;&&da-D&^$U(v#%If9h
z803H%;2{_=P9VV<W{fJZBRoX5hXFazfJ_#UOMQ^T49K<y<R}5T%m+EnfOK3z;&Gbh
zYzA3NvlW+1ww<}7?--Ds_7T@Pz|?i{CBX8B$D7)&y<II87BRdr(_3h2T&r<OKFL5+
z-&nvd?>Z4(8{oMiaI@RB^A3by0s5@@5?jfaq-ya6Nw^jsuqKWh{t46H14UqcHrNjh
zV1nBTh#bB~;dubDShfng3AgiI>UDDi=v%np(v;w6bq6C4298AwmTq_Mmf4D>*on=x
zjEvy{kcB}q2h#4K4^@N$FbW7CITI~{0&zW$72H>MSyjX6_9}Wy+)!6P{&F;4R=;5B
zcTbjZ>9ydkx4@W1s|zjFd%r0oXyp)h(Z8Gd_cr=BbP4A<^>1Or$NvI+rftn*Bve9n
zA>~yRTQ}LxHg|*0j`KZ7dLs+Y^a|=(U|g->xPS$NMrBr4W?l>a{>GOZsxogxaGvjV
zA_Sl56$sVe^$LXaW4!{Q|4<Yd>wjDHrKU3>fnX+*{$Ceqyv70TC(ydD-<jv_#1_pN
zjMFy4gcel~X@8?KQT}enNYU&yk*qb~Q*&{d{sq^C9<FK+*EK#aYvKjDxE|b9#v-^%
zJzSf6xGH^I))zb`z>&Pj91qt&At;PP#?>U<>fh@GuNk9t8fq^QT!TDZ*L%2Tdbk>W
zT-Lh`$)&4pmvD?#9<DTSt?BDBZo-58P;a$Mi2s84bY5s>f8lzxPaL#01idv1`nT6(
zSZ@tMFNlKvIu3e42zpW!bYUFyq!4sa6m)zXbWjNT8Cj}9iSG5kWNnw2@k9M(PW*j}
zKe%)YKW>u!5x&WXd&5|j!tG01i+ivHwqAcS`b9l+W5sWZL<-Hcnp+u))h`kJa>vDz
za_LGYsE>al-DycSNK<;5C8Y$&E=jXP{4-ZJU(09o?ls>@;mf1~F)+HDB1Lf6_1A{Q
z($@e5E)-zCz*r)G>P&eoD&gCw`IMS(;puzHx~1qm<4?oC9D@?mOTGU=!B2cpd8xU6
zJSo>%<P#h%!Yxf43~y<YK@F237yM{v(q?gGgXy)*5)@p6_|l9z8*IrJdxp(_<V!p&
z4rHu>86V*rt9mQGE`uVY;ts>(*fwv~URYKOG!|$QDF7R*Nu`>?<20j7R#Q*BShi5&
zNwf0BJ6x=6-GcmMyxQ_ssFeV1BF%2j?>dR&tY~`JdcMohLb(fygk?{X05i_V#_Hb>
zFER6clWlK<q~mhh*L&?3+4j^Xj_!BVX!dWt<(4_^Pw?80h_|n`?X8E*UK*!=E3f@#
z@%D$<_SP$2mec-8(}v_eMolCCBsM_7eWMNi))O9=)4twozX<Ku+$dw`QbmM5n>ba#
z|NMvbby71vtod`aW>{F$7_HeOtodoQX3MbV!f4Gq-*FV2!5aN$vUN*x$sD3$uKP2Q
zkH|L2rv}{}o%gk)t=?M6ufH$@iyw0zU*?4k2oqqn<~~_*1Yau_vsoypv%$akSYL?q
zVQ4w9(te3gzw4UGZg>XRg$z@p4&#7VxW2P^aq32qE;C3MzKU7kK(R!3mF=DYv36$R
zCIHTe;dC8{bmczXYENWMfDNt0rm*E!et-D@j4`sj_d_ztyc&}s9>}De2_pMN$0wI9
z0gsOC^pzHDu{IGE_<+daN`|N_X`~WPMSa9=2nDJ^D_#@%*^e6W(&Dbnf{)-Gc%}0P
z1^ZTfgxiWocj0p9mbp9IGF0x5>nkJgNAyOs?hzbLPlIpbZ6$~*3-)d9z$NOBRzCAK
za)gxw9<{}feo!z$?vu{n2e{e^t_HS=e8SJrS>y^)-2<TxM|7ye;ADb-pVZ8Pb(y-Z
zMGMyTsoU$41znsK>vnBQpT$K=zo(Ab6YAS9%b!fY7W^m=A12r%h<H*#6P&sh+I&Em
z3uwH0s%hXk^iJ<$IS4U)>d?bg{1Tb@Vg*uE{3=-;k7aiy02X<GMINB$M7*7jnzt>C
zQ&<n`Z2knDnj8l7an_4AYoP3@AHNP1?9r+;_+<mavigd3pPDDTJ~v-c!UsTb-u!Ps
zjAJwULHMo=9D==SJumnL`M}elHo!*)fFs~m!HRYK3sYrLeZ@a@lB-2qkYw{XdRC5Y
zG7=!0X4q5(vJSWXFxg=?9!_EV@$JM%%HM<Y$=KbL24p+iMLe_faH?D<L(C<d3}ZLX
zv*dx}p*;`xmx%-4Ms{$y@<8TkUQ+(&Z&pT@eMC!d;^&k;`fDN-cA+KVd?Fb-hI4r`
zl)IAAWpoC=!0AJYdhzarjLyl)n9$$Nh9MkJX)+WtNH!y9cFz3)ERp`q&f43<XUQ-P
z)>oy%q)|!qJn?)Yw?M;19zDxLD9KT!Qk@sm5_xI7HB(d3l~ZBgYmhC_HI8rjbBVp0
z_nklLwsv(gZw%&R^R<<Jm*#5=Ux53w^R<=Qs<5r~8>**C9;IKaQS+V9N(9tzxhdJ)
zmMm(nX0LK8%Bak_Ke6ZDnY%0&lkda@n{7+wQs;p1^bo)(7lPu(QT|zQ-}rwnm6(|h
zfo`VF#J&Cgfx`vz{Xn)r>t$R&=`=g6O{UpmgyDW%(1O_q(>A_$fluvVYv)R!!<%$|
z9JiByRyNE>5Bv&`d?llKcm@<c5qyZAmSUwY7c=tfc>n|{k}{JZV(w1pSyLM;O+xWc
zP%DMV2Je9RxFX^;`x2p@)V86}P}@Mu@;-hM%7AvABm=ZxiT7@rg_amVq6Yl0Up207
zpH?t#75?64ocz6iOTkZ?@%GNlIlj&UPpZ)3v2#YqvtmjKJOjb}e7NqXc!omCsPoha
z?`))rQ5zS~T_dri@&z>PC?}vBXw2T%?;>8$*vcoz3feAmD}|;yTFh6N2+UYQPVt6X
z%c-!GxprF`8~2Uhq*LcG@GiQNi!%J8L^cREu+k{*UidqlcVI8!%(_gfWWF$^F&^ux
z4@#5`a30vO4FeLbSsu2I(RQC-la?Ndi9262{DwQ{ywL#&M48b0EE?#y0Wk>FYUz%l
zS=$bTpvd;sav!J^eYJ_&@}!ZHIs2#FFD}!pExN&{uh8enLAyI`vRxWB9uwAV0<R{8
ztu0>VEyi12s=_NT$0vV^dArboT2N^!FkWTI?|{X?mcoRK<?l>&X$L;@6Jg2*=`MHn
zRu4p94^D{?f0OpLqa3_w5hp_@0jbOEjjz$6r)FG1-*zs)PS#vGgkFrg2OvSS#U5BQ
zlv${G_(+l2Ak|Q59F55N8GspC*p}PwmXG6~066xZ%Ic#XhjzZ@p30WEmWR;FNQHip
zG(f0Hs3S~V2SB);I96k5j{Sv1#$~1aAVwbgsJ`Yyz+40=scCB8Pny0VbW<$N3@O$!
z^G3p(W1umz*(u~Sl`Ig6fRwm57;pGPKz`Xa+FjhggnFqYGVJ$s(iA$K+`}U0jtqpn
z!UpVX&(X;Ph4@^Z1X0HivP5xiod6|V2{bE7?{K^p(zR(TbP7eHZeOB-EN8=_2c?L+
zrRy5C@r!JKD%%@e2NJ}arxvYE@)z?I5nL3NT)LYDBr(2+Tq*@1nBKGXj>P*f1KYjz
zUJ1Y?t+QGmTJKR<s)vx9Y`s6_ioXoBiH+yA-pP{r5Kn5YcO00N$eB(FF+@9sh383b
z!rc?@=F4Oo9p#`Six~lq*yv0Ee#JIA%=Ep9Hd>43F^(7;eV&Ljd1ma#ZLiST6G9Yj
zs)^c7sC~V%(W@--o^13N(sQ&gL;Z5>bc{QW#K<8n^C>CRlP>tp2CH+Thob$&8Uoh-
z4z&gMi7P~`?6{}a>7A$jd?}`K;h?q5{<24vfgNHC2DI|x0Wn5{i!Ex{HA4-2xG}Vq
zLVwm@2`sMHUe;_)`h^xaU{Ud(k`}|QMs%9Ut?2A8yvdEMT0?r=oB;1?dP9^~f=_t2
zR<7#W%!?zPPJjs5$g0;j!xu+fJm>SW4FIi%=zA;!^$j}+lCfL>X_INmTq(!cz0tXz
zDM9cVU%`A7H#~Z@fh+l*9EF8WZzL|v2LB!MFv>MBJR3Y{#fraI@NdH%rGI6<wiqC0
zOKB_mR+%YuV~lIA=q7^r81A#AHT5eS?3z=HS3*YeZk_0@K%lqT;KTJq$$fj!TSV6K
zxC)Qx@Ff%K%^>2)$w5*FfVy@8Y#5KA7J6>teb=c~>lj;&TD}y*S(cibr+TOnpI}D>
z1>)SOB0{nu5RxEwY%{|5r}$iCL2jTX>A9ynRH?W;=D)n_Cm<e}YXRCQ9<7jkbc`k+
zi-XGbU0S;)%jK#%Uz_dA2fN$qe6X~}L~Xy;*Y-pRXAeH(m9}9*d0uB43LT>qXTfG1
zx9Shhtii!in*qsaTkHcFB~uC|u{!Ri6Em%*BRXZ!*QYdtiFVoGaiCG$f_fdx?y+U<
z5yU#|PJ!;KPvOqNEkILe$L9Dy%s-dgK=plWP<Qs{d4R|yKURPe+y6LZozGWbewWIY
zF#;E#HlHO%-MjJ6i98V<qi^$AF36$k+bh?_AK<*1Q8Sn+D?B$TT<DJR+R1-RuA78D
zk?X(ejnuB{4bb0u1GL+tU&`C@=9s1!S?-iq2fh~8gq8~-TF;;0B-J829?s_hd@WPh
z7xQc9D|tpo+l7YfR8=8FM)~YKh=aN}I+Tb-QDfCFW#ohl+yE}sbef3HMx!%XfH#F`
z>_~F^+FhKlQe-ic*TOfjFFL>H$Mf?j9xnoj^jR494Yn4eXyz!SZ^wy0peP>4*%l#J
ze;q>Um-6(xL`&hm7lQftuL6IIU-*&CzZJ`6bGVjcPurI?<cdanzo%@?TW(rx|G6Cc
zI2^tfMcH5wo=0UKw{1TJll3Ce`q2vkb8}VZZNvZ1Q5E0ZyZB|^587NiTIiBDy+W77
z7Cd|@`=O=iKvG4@8%E!PJW6wAeO>FQOiN|vnFq?vWr}Oj0|;j;p>64BXo8Gn$F|bX
zGSd6XD#>1+iQRC?U(5o`gKh>6XMGLDW#<0_s*w<CMQRqL4}9b@Y}g16`6KX}(4ff&
zC|LY9Cwx=2*T=%!c6sKK1l|1?!6hbY6F-#=Zjur>@VZuQDC_yVrBosgq2t;CY)3bb
zc9Qte_M+{VvQldJ8q)xI(X%V#DhlYN(HrbR8Zli-SAo^U*B+OMg;T6vQ(dV?_oXvN
z(-LlL4;kdvBas{W4s)*Li#I7a&1FZ{wp=t}ZA&Zw<HY{VhkEi%iV+5%4gUN?yIz8O
z5CxhV_U_{b?3;OO4)azzIk~05x{L#UyiXMrQBOw7Q8hALF~s`4raSCQJnUZ&Q5be6
z`wba6Zov%0JsJ7ju(^5r3Wj6$23J911HNJ}OGbfh(QfVP$8~2WZ<VLV=iC)sW1ilq
z>^a??66ucSRuqrRUKfxeQAV)yIeCO1ehlj@C|h_^$!Z#Nh|!2LDi^1BCK1^~mT!)d
z*o8b7vwT!m$TcC$cQF7%@0^x#<mL0>`-`brK1bw|$f*I528o>ND<F<jAAXBn2&b;i
z$Ek2YGOj4&&{zvHT}vz0;We0jcjKs)%mcJeROc$`j|*qZ?~n(Qo8Y=pAg4P>$|-Ry
zlLW+#<vYC_3!NE+lW#1Ru2RUR4WMnb&&`P%w-4Fpee@YwJf!<V!#Enn>bw%^rPk}x
zuboJLkylH7A7G;~Val$q1M4%5G;E8F)Z1-24)LC%w}v$ddb^wJIB{f~9}pSY$D(B2
zYgOo-R0HhFUB=rkUxUr@1eZAdRw;$n3?0QL(mZmFYHT9Mpmn-<jK$EFpQt_ST?sA(
z@~#~J*?mT37U8WV?V?951gcmEoMB{&Es-(b>}OO4<<#~fqaqhqg&CFh|En`9G8bq@
z<$ZO_y~(JIaSHBo@1jn)BP+Q^wtg|9fz!{4nNVhINn)n|vM+(4Mn8i9t@n%1oU{Z_
z9}v?E4PyFh!kHs9K~5dO`Jox-!xDv|;1JLpc{hLmxeRs0m#x1~qT6szjQS4I@BaUY
z>)`b;y|`;Ly`L_|UlF+8Z$?3+_sn^&_l05aCR`|$Nzm>>ShN<5<8B1L2(Ji+SDUc&
zvr>2%9M%bGn1FUGVLZzLhhM~g*fDDNX@)Pp9%A41k!8Z0ENbAAMPg?(me~30Y)@SE
z<(2R!6d-W(C8Y$;025(Wo^Qc`6#HZ|m8F&S$M?r?8GZ}#TV7c|rU=u2B?z`#K_gma
zBZTlx)psyFs})urqFV0lcNyO@@_Rnet@2XPhhO?T3t)bA@*D(oW{V;i!>2^QCbF(<
zkIQ;)2p`u_4A0N;QA5E2uu2$!-!XuY_y=>NdD|)bn?#2XZj=QO8p)M>q&{s%ZC9bi
z=%5W!ZG}s0!3bL@*&o1Wuz;+puW7Byy!i;;!lZ&Rh$<=VB`?=*Q<Zs_2c;$etmEq)
zyAU+<CQFV6P*o-%jxB#DYF}&?b%{ZRJ9+wvQE63$2~-6^QVz~kW;Vm4%-}DIBc&4v
zu)2a85K5G!gl<}joi1^^VyOvkiit<6<*qoi!Y+lQFq~lFZ@GX02XLF|z5EkvZ5CNv
zJbx(@3EBux$3h*0fxnT#(WZ@6IY9-x2+hV*L7Q=hku0U~XUVEctd8-X1UoDGR2KYK
zD{7!t7$RY)X#G7H6gK_kzx5x0SLsp@!sP1FAcZG%ICJ4!L+hOnIWLuL!=eQXQw58k
z<^q@}LnQey8dbu_b5sy`#Qin3Fg!?HFWrKI$oO|*sjT^70kYFuiu<y-VRWk&+1Cbl
zTXgbmT$&8Nhmw&GDlEq@443cFt1CN3P!=CiT~!u;x<_TP2Y=}!)ITg$1rh&XNiME~
zK+eBQ1TsGqNO@GTu_g{Tn2n#uF+ktLqA{d2V^+*EqEZ2>XmgefWy;yjbIA`lY}L+D
z6ukNS7W{4fOK8E6U7-kCqG3Fl)s8OS`E06<Mc2Fi3q@W`Wn(14g+`J5S2$O>01qK^
zMi8}Y_W>T&!s;jV54JGs$`^R;eHjO?YTpbQ1{xh9nLNmyyTlb{gCZGb!~{%DGx+H^
zr^cZgj=z&<@upwjssEtsc%Nv1NNAT)&ef_-c*HJjnbxJ}xX(;OPJppdUSwAPy-!vQ
zki*RebN+7JGm?~H*DIu*M8V{68M<ge7tH`^dEh!Eo181VheYbqr3E?$-itO(6*i*_
z;VQF3*xi8c`bc+t`38LOyrDGuG+SY0$cvz|Ve7sMX07W`Iz4j}k45mdi#5^v9C8o8
z@O?}kWdl)B?w`VaJ4Lq1ADmYOsF;>CQHQXSm4d|PtfaEUzVW4?5+nzp{)%7R%0OL6
zpp<k_$@yoSDk6E*TA4FkNo;{B)rD)WqqBm8c#c-C4q_!Tq8w3*zr5nR?%Q@e-x3K3
zfq9XNOs)iA$DXzsoDVR9)uSmKkSUa})D$Plh52BYpcW5Bz!z+eN?1o(&gnE`1GkCN
zL}xz1oDGJOM*Qt!xNAs@zq^weV>8wV)wv~GA%u(9oWp^P^M?(j@ONdglqtRcqFxDz
zaXFEAd7A@GEf{*R7?xd?tL3W4VT57)ldx|Dr2?GR&)GOCgf3MI1bW99bku6C#mY=+
zI^j>}CiuujYbU`xn_!-e2x?YhkLPko4^s%;w9tZ!+35cpQPgaT&SjBg7e+UuU$hqS
zA1w~f+5H3{2Es4~K2W5@!)=YyhvI)nj3yET@1*$AWh4eZK`7}l2Hr>2WhMH+Sb7};
zM|m8T4>V*Wqsf2W3UybJq*bt+9!+kJ-4u*1x{W5^f6_&h_unC=*1Kqub_W6jwTCd8
z>}2^@5KXo@{PAe=AbJFKP+O8>*waK7Sz>ac$qt|j9{i;Yj`kgyN?}OBI-!{p0L{C|
z1%CfWM3W~eqn45nTgq{Qcr>|z7jNc9lY!jF8ILCEuLZbQ(d2EnIa&Phc9q3*Eb2a*
z<a?%I$O;k2{7@j}F#I+ceyc8%BGKe98ABwRJj6*2jl|{bqyx3l<X7qMLR?T0<23)h
znDD<0`I{6I=862E0%rp4R~-}1RGsLeifv*{$b5<;D-A&dnGGHp2O!9Jf!>Ot0p=qY
zjvg=V+}u!xmMv)643Jn%cnXQkjS08T6BAx#mfDPx(7RnwCIv}fK}`6*68AqI6aE$<
z6j_CN2u!Bl@=w?cBb469gpbfx)#YA8KMIDe74wb6gnwlK3JE6h&<2`fr{4xQHZdmr
z2eN`e=S|`|Tud0Q$2bRoxG8;=5_yy^-{~WaklOczPA&)J@hN#UOR;S51|Q9CH3RW_
zw82eYgKRkyH_YO>nI#$!<ax5OU)&TrNxtmv0wZNUlC4ID5T5n*H_cis)i8@Dm<8h_
z23)`*qpmP39f`H1<Z+>$K^hc-SP|D&JyG#=A3QX&@1YWGA@jldx^@%;G42aeGipWn
z_OwYspc4t-4$|-nRy)3{<1pZY#zD2h9SkqCZEm~Ib=4#7jBBuNArhg+CT#HyII{?(
z&Y={FLoqdhUqk*v%607>qc9W<8~5MIP{>_W2vb^h1XBBi)G`p@TEu~@VzG1pB#Rcb
zr|KF#nnh6M*wm7^R#xh4#10Cc59sQ$!BfI(m9tWEmvj?ZO}~R86aD9`iixCvd2)FV
z(!$3x1?LkWzZvwR2$!*9EsI4k*B`jyP)l*kxIVYr&)@nIdjoZgo9p%gY%AN25m*um
z_kq}51wTWeYPYo*7vWiU{<SWCxnrxvFE3-$skcOJ6$|^c$b`I&z8$@iy+HI)#wLsZ
z-`v$2$y|fVzkq8oZKAvuE$B?iy{=GF*f`Uapb+BW)f4|&G9y8%(QMI|daDhQF_;6#
z(?nU4+J-fHizkJEc|aCQBIBp2dKum`@t!e@YeX3lAo7KA!*~>ny+6ugfyxH!b-^hJ
z_M!N2qs_J09aOORC9OdhI7`hNY(+)oaRDBA4VY1`)1;QU*0!q5>!y<qp@vRbnk<cC
z7|lnB0=UOXjRUNY0uBlRzv}=oAUQ_|%+<yA11}gI?j0x5I?vs8Bj-6z5<<W{>@G1i
zKVi+H)oHm`%zEHL-vbq)E2mBATo2S&NXh4cJ|Q1vuW!Tyy|32MB{5F#JP;N$#cDqG
zO+-;#>N|rJ-Nq&|d=;IjXk^r%2`P>V&3LTJtPv^6_pM|goceTA8TC%Ji|i1$3;y9Z
z8_0<aVP`uZPo|d|`dHlv)Js8)>sY`Sx{l@XIO!O=A-%50Q+z`m1X3sh@jWodPmT2U
zVXHK9ea~hTiTIvei5lDb9Nnr^bK(tT$Dtj*K=F|xU6Eq2PfGAdF3MmolE=;L<0X8I
z#v4yW8;tfEMB@!hYdP56qG7Rh`!ccJFKlEufW1yK8{jmcq~Pd$QLYXc5)kkwo(Itl
zaBtz<eJ_h-Dil9}PQ(X%qU^#Wz949GdcaxYy$zwRVZahY;5QpAiH1?-(vCA#yYj-$
zRL>E)7f>x)%ke=W-O8{96k4Lcg$tr}-Jp(23B2iGmb#I5G0xfBvfvI5if?zw6}Wk0
z;~(QnUtTpW46x|mCi9`Bq2$X#W^;bUyDSFT-V7{@@Prxo3zY`Rly);z5{WbLFQ1m}
zrfvp4!;UgC1K$FF1xs)<@Xo-PGXuYVUCs<#>i8)>7`!yERDO#o1{#1c&&81UJS!St
zxFmYgm&8PPqOvv${%usliAE%tMvq;PAXO28r39b&ThL`T*lQL92$Nl6Amt)y(R%eW
z)lL@C8xmGhE>FP8s55Ki;~f$i(F~jTh#SzM1P~Lymh}%4BwebvI=7*;jX)DD+Y$7L
z)I|HsRgh4TFo@n&2Ssg{+_p%#0?j)nqJ{`jBEv0~jSW!x(8`wRGOZP#H9-dcJJ)jR
zk^cAjDgVUnA1sQZ`3I9IZ!QzrR_C9K7J~#g7Zq9t6Xz2$wrp@q2w_+ZzX?c<OEJrq
z$dWERdFCQGj6T$pB}5l`Q2NM9bcbPx**5e33Snz_5N)PV0JmYd{ovoNU80DK8GU^-
zUoi(A-zIkszQ%E<zc32l{$mkw5Ow(eU>jIRu=+~jP^I_&AgYTl#)B`QINiSagF?Qz
z5tCND<_kytB&2|@5wluftUT6eA1Ljs0B{t09gZL@ng8tj9I9clybtO!t~H<v>Vl%b
z_-6_JuziiEtfcKvy|$`S@1RYb0uwWSUY1Y(E0SxHWxu&2w!aXkUiJ?_p^w?%V%U?V
z!I`RwM57#+oH#Q)Vh*<p8By*T+B=ge1pBT}u1TgHw?i97`?TNv70`ZDNQN77bR<3L
zfgE<Q<VEygnx&5$7WB<LSmx`&V)0-)H09;lLXT2Fg0y$I?n0GPZ&s-Jb#|54pWPI$
zdhqw55uG)?`Lr(a+A6L8K$~9b3#<+@-{U!BGLZz~CBv+K=d6yS?~Jbkpv2Df#EdzV
zjFI?+4vJyd?1er=ozA_S_QFa1I|N(RZp;9FFaDnR7!EM@p14yY0j_M&;~Xj<eqk_h
zGZ@bx?OAey<X8&}ACe}NDL~`ziGRaNsj>c9@Rb<<Y=}cye?=#g)eibS0hF>^?Z~A7
zG4p$avPn9;4X&4!&||^lS2%Bb13f87{D4LBHh74o`e5=l0g)K^GE|1yzE_x|&tQO&
zH^9$p=AJ~hdmj9|hromPMSzK5!e#qp4(pv}Z;TDlM+F!V{)55g?%03taEvkH>Ae<I
zA)F?NoG5tMHJ}#^*9=}n{09Lk0@`+RcBMSZ7UOH0qw!O8RsrlX$zL14CW?Z&K?J^-
zH8O!9kcGo=vp?xopJ3w_;8`qsPI+`nBgL^FD9ID?My+ZXNzTo>|3sE7xmLAP)T*|D
zONkt`$uX<p31)Szti|)0)m)`W%&I?zBxZGnG|6LDV_BKstjzQQ-8ATg%Z;DfM#*NC
zb9@MNz^*Pgc6Cm@v#Vn+SG&4_MPgU`S+d`GB*q_Wp<-CCz=MW{b+IgJ;)Zpetl#KN
zB8K(BCmS{dcU<ZW%dMJwZ&%Q;uR1knq6O7;69X{k<uo|70vEMGYyWp==3rwJ!Z0DS
zKLGYAqZDZ#>CN31%JATOHWYAa0{0CNL0~Q)8*Ra4PbR*E5n{B_coRZ`#z*=yFrGaE
zyXs_uYkUCDsmf13M254EnFC=y&3*BAE9SHo!kbkgv{<O!Rr=y=0+bTtHknu#&jPU*
zAu=>MlqjHtA%KH_9fFzmnLxI|VK<yTg%TQ#IV=&#tfl*=fkrIv2pwh<f+C`Y=af68
z@6cjQ&9aNQ$=jKFg>9jG{YbGPXhNAX<BVg-47wD{jQ1<$#jM?>$2O%MP|(MM-(KcS
z_p+sGy05W_1J!UJzjPIr;3X$;CnO%7`0!^rnVJgrUL-ci<%zRFXIb$%14G3Ln@W<Z
zDQo3#U^xD%Stq&uPWTcvJI0JEiP^;q(W5*o=eT(n7A4XuRTg1UDtoT|eZ4zM72O9T
zB!TAA!64#53EkgRy@{&G9;+RWBfV`Tc>>v_X@O{zZ1jAcqUE<)_z##9_53{xX7v0u
zJex=|s^@$)7hG1({<-Y8qTLuhKS-jd?)3cUq~<@N=fBfo#`Sy^-))lTxq5z^R#6R$
z020-6Va5eVlNkwm9@~`asrzG#spBHQ>zDA)Y|zP~yy||;DD;s>-49zR8sOAjuj7JR
z)j_wBCCPVEVn6c2os@8K3>8G2N+(r3egh5WvV<9`UiK4p8FfAKcp(;O$}0^=yFAY^
z4gn~}!s>EYoqRljD;zUX^|%%+bvPFV{UdpS2N~~(Hlfc-g;Te8s;UD?DFrFCI}8F&
z$>jwWdTrHC{q>-oQ|t`iP}xVRa2bk9O^2Ze<b2>$aiI`)(U-{TV(6-Ki)@Uj(}hy?
zOHgH3ai#}7%20Tu)wC`j{#rz5o~;&1&}}1PS(WAAMU8vM#L{}&F+)eHMARR#9(Q9~
zUsLKjvsZ&ss>1Ac;i?XmgGQl$EZ|W&OCaxLFmDa3=sFkaKKwO=BH$DU?G?w^7sJDp
z)h0y^B0ng%Ok01#TV@moE|{4Fa+)|FL-SXnQ6thy7EjSgs^xgtzS}(6k41Vkv)T0a
zM`0$1OTSkPd~LwjDx^V%LK#TGblc6y1PWV&br$A}rTN<j_jBeLR?&V@<o<S~noATp
zv=6DaxFD!dprCNg^^_D*U9>|mOWuvp<+NA+tn$;(I@0pzr)Z8;r&L1M+8#g?#2}wk
zvI5>s(s||3IfU2#L3?2{4#bm}7#lX%Z$lgf|HU?#q;#YhRGc`za3OK>ljp3y$&-*{
zu^Sz`(5%a_o%>bg(H$iqQa~U`vL~3NB<c=OukJ{7^Sz<IZWcm#rjKlJkWHuLnFq7w
zh2&Pu?v%o8u&pFkB%08?CFnMJcNaCIEATbUb^cS#*tAhv#7{&b)U`fPS_rm?IUi+^
zmctE1qIQwR<hR325B0Rn>8YNEf>7`!at>K$X?c8#%24tcv+{gH0naXXPVj>I7J@%K
zUuGbIT|wBe>DBTGWz*Lf?M7%bB*mVp?1MH&y?|#LfrnKD=WP$nf^9tp$&z_|sUjsD
zw!Bn9nB!$3e19r@l~4MCubrmHzp-7vCiLJWWo0ZG2Ko(Ani7-0QMcot&`^D`#tjym
zX)-gKMvkH3D`uouMlTYmm&Yu~AOz^gOEsW>HMouy32L7!=9>ZOoK!?F?<5WqokuUt
zI)qtK0W<MggCMkCID+vm*B1v_3C(DtM^p>>%VC^CHZ^jaFPVATAy6i+P==CDa7Q2%
z@T*y&j8O)}Be#C~Me(G_?d={Tx8_6bd}_m3vqH%qxefRs!!^<2SLM%aa2S8{Ms8=(
z8uCPL7oO`PH!I0fh%3}d(Z`Cej;{j))SCQ6rMT;}IJ!j@U6?gcg)4>Uz8w0lD3*o_
z&U?0DgRE#co#Nyyt8^+|&0=}P-V*ngM&Ae$9fpiqP`wMx0JDg!Pbz|r<3WKi<nPEU
z=(|C<!J^<AVx*x&4`^-8Ndo}b_3*ms`vO8PszBJL8KWX`A1m>Mo+Nf@ksk4~XPoV9
z4&SPZq5%e%BMU70lenOS2n|)oIY1z>J@hw#DFAj9ThMRBL4n$${2N~(Em~cg@K#XF
z9j}qTn&|Jk-1kmuy4xRYwKWp`WkOFtdoOYdBwWVq-OU-g?@~E)MbyI?I*eB-T6hpC
zGCtS6;~VMxk3xM9P;Si-)lBMleR;X!;Gd=4MO8d|+KYJcO%Z-#y!h6}#EakHQIBZ6
zIDkdbc<~lDT05nvrBM5*Jme1k+Jt!Vfv+xJoZVf#IA+u0MPydPcyZf*D_&GRIjGdr
zlR~I5JRV$I2D@R@ob%3+-N$az(Av$tX~Anlth}+?5q=w`C3jLE=>tU(o7ipP?Z!z(
zVz(=$op^leOj*pkLVvQsYk=_ru%2SKzOy$rcDs8oy2zemx06XoBzEJlHzju4pY8tR
zvD*jq(_!rPhCC+3Zttl-x1R=q9P)|z6LH8A$6KAm)Mq?eSmK{_rrsiO%YjKpOPp7X
zD^Dj?0IzjmV4T@t1pL7aZtv?grS3(PAtPLuCt`di7o){bOg09ohC((mWJI6%#r|h`
z!$dcx&z<5iD%!cnz2iG5h04;C^B12kW_mB9As|1ZqEqs+%~PqR6;Cf*@N`P{Rtf0c
z2x8>=33+N@NTaWd+pxE+?lyQ|hA6Ej<arC{4WvDTfF^czw{*p+7b}Dia6bCNx*Fdh
zW_!F8mAxer8Pt<>?)l)x`U|v8Hn>vX=b|Hgs(}%ur1P2pWXXR9rFl@6`6ve?w;ynM
zg1!-yj&Ak(p6mfyZc}h3eo$@Dh^rhTXhB6YA})+{bmJcd=b{D8sk$+sA9dM4_PPzL
zXsRu@{8$eTA_6m)CQ9}LyE`Rbyh0LLOc`KnmJPhV06az&Nl4%eH{529)GqtD$P0-S
z(UnZ!>2j}yH=gi|HZo1t*9B-Wf0lS625iMxx-)$NV!1b%{NVaZ$oV>1gz4YyX<s%+
zV&QTxz6yDRnSe_`7?jn~Lh<8fez?<Q6wM0&;AM_m*7N4?B4MAFr@g<Kz$G0JLN-_c
zG@e|dwu<q@EgU;z6eb>bVUXCnBYfgYOYHUxd6d1ji-cULrc?<#e#)YxEWXhVBK*jS
z0@Q}BWKbN2jw68wc1-zQ+(My<c4QKl65C53HDQ%H9a)e{)$ynbahF0O7-<~_kJt;V
zX?#~z)-T!MMcLa&-3uVdR^t&a0?GL10Q8TEKQt2uBfPuTIG7H0DJ8hB0-+}UmR;KP
z492R3lD}vyVoy2vTg$+>4`tsfci{ttz<+^~kn*(Xl8p%@i33(B<QqAV7y^c&n|v+Q
zXxG2$XGC*3hE7hk3AuDs^`P5776Kw!B%`huaai~}LE?foTiz?J|4wcPs&s}hVc0pQ
zuW0ryY9Zz+o*y&%FSA)j*9ywos;`FrtFW`#%F;}OuvO18%OGATq+Pw*B#w;hU2cok
zxeMlqqp+IQXr;Atdo%A*g1%y-6p5AX%`{t}li7rKblJs=U1nvtF+dxwSM058E)naD
z^jxcT)F!}lbzV(H!E-lM{9GErkN_W2v4f+6Sc(LTN5y<Y1x%+kRj{O1f&h44*%v$X
zEVy0GXKZ^m|3v<dMY6Sl;}kY6f$IsLsu2$z-7_TmYq{-wGTcX0H@s-bdLg65&tcDS
zRI31MJ#7rOH3`;>sbYO@tjGQW$M(I@Q4eT|#~x1yrYr%Ag(YXQDC)84M<^Hk2PuU6
zS?5V>e?Myo8TBKh93&0i9x$l{UMQgi1C4qsM8$GS>R^EDK@${X^P4>K3{W#4cO){2
zghhk5z+>c~NdfEm4dM7flT!58ZVaZ`V#^{yugM+3*2H|hAO|G&f#Wee!XgKaqPdcY
zN9=AcZwIERKIHW)o$T57EA{@l&ikEJz>%TCk8mepgex(^<rp1)vq66@?DZg@Jnv73
zjtOZ^fu3=dG2hakW9Brr63VdL_<-5SDPRs`rdpuR*QTv&p4TZ^3a3g_dOtM9wI1p|
z4$-E&X;Yd01iI3qxXPix%%@>C6%0Tj@YfA6%G)`V&t$hF;pO@ez+*}_!@NqjkTsjS
zHq^n@DGTmlU%06ofon4YSNw7k6gPLF7r1s*8$a@<6v{N*Y;0otu&B`#$(fy8jQe^R
z6W8V-nE_H{-7NP9nnM+Jq9!&PEEUU3j6L4o!U_$XfCttQJphN6C-!(!HdDes(j5y&
zZ#N~$vBz%Yf6gApE@&6nCw{uKvYxn5#GimdI_?8DGNry|rZJLeTR`vPLpvOs`K1mA
zW6=pf(gXq^1iS?`U$q|LWPdv3uj{AdaN)XMe$3;Azff&M%WN><PpH8JSY|;lB`6bG
z*<fERufi1)>_wDhI?j8>*AjT<?M8yJf(SB?y8XPmE(3$5^(s{eial7PdoK6_mrcdp
zZooOGHCJ$fXuR94vP`q9OiRS;uwxEoJ2l&8wdruc*L<d<kPDwd-I12MAF@LHnGicu
z9#?^PAkbc0b&5}8U(zB=&TO#m2FIIiBdbSC)(JvZ?KJcT4aALoL@$TvK*N3^OQ4@o
zw%n=8rEIy9gHl_9g_1I19lq*71yq=`W#AFkt;SorHDet^a6v6ecPm^=<L#LJ$hy7`
z613KbtXqQ5XiF5!yRv=3&SXVi!3Mg&TB-XBHOw&W=RZ??V8@H>5*R4%`q7r4orIv;
zNhoe6)6(q6GOfg88kiw#e9MqJugi|p!7*|b|2dAy7h(;^I&gd>!mev^l&FKt_%;wr
zeq*6A+UNHT?~-ukH|Ea??i7r*TsQ-rvo>Na{}48hBF*Nl<yWKkjakdT1&f7Px>?I_
zaTEFwHn$k7+L<qK^RMOa`aUB;#;4t{<wY~RwfyQy5-I9h-Yi|x;-ZcF8!i3%E3)w@
zu~EETzS%7-x+sNo#S=^?QSur<&R+(mcpoxQVlSap|3=;+j3tarPPSoHDJTLX!W@eX
z6^iz<oc@;?whh~N9+?111Y7+`@WZ8MgH<hj(ZyqK;w*k8kNj*!GixuCM}}c&oegf~
zer)k9=nTFBA0-@}>5N2TSIOzMiZ%_&Z<7H^+aFHkSaDCi2m+cY$rNEj06f94?+K&%
zQfm0=!@nPilrY`tTywJw$7gnc*SN|T&K8w9e2_HLvD#TS*z+R{fU0>2N@Tz#bc8Y_
zVaH_>X)!Ls2(7c6kWExa0g7gg8Zp3QPQyTwHI0FYmHj;*ix7|nK-lU=TZjR4p>-Eo
z^=Cai*7Li9_>$V~@Lb`zWAU1vLi<K<i7_na{KS0=X9K6peR~$s3H`(1xcnPUq!60i
zXN+?3?Wc#d<gBX&xKqb1z>~WHR#j+xfP#agjl@+aNIQw8?E44^5_SQBL{BFCLcS70
z*C&fsE0!+N2d;bAjTnwt!f@%1DKOy62J@Do_i#Hhk|^;5KjqXU>v>J9FMdUuRl9Nz
z{In@W*yUK!*57v2B274-wB#Q6xu2C%lX&1K`DDUQ&}MB!Q85GqX4oTE75KY7GAetX
zz&n}n9PLzB*(*;~lTPtBdNN_`mFUFhkHsVge+)(%o=o`HFUb{3l1>3Mi3a?grAixQ
z<Su=jfK$6c!O84UHrvEipTfDQ1XBTRD9=8W?%%O}53Lj9c<k@7_kCFXwz^&Fw^19G
z#1kw_Y*|KKCO|gMS14oY<Nhs*BfY1^(rv_^m*OpYL-DpgP!zFo$Z0B5jurkBxo9&3
z_F#n{0up8xx5C@V51q^-R(KDj?@d7W63o}KURmLxf+U|6F43-|R@hgX<gvmJ@j*P*
z)Qzyh6Ey&*>1~P?j{dH*!aXOb6<)xis1;sK?)v<RSmAr94Xto@jv~hjcXnfwC9E}0
z94p@tWX8m;Fi}PBbclTif1RiZt+xja`Ah=p91Xck0{>h;eT4Mp{Pg_<^G+V-C`i(|
z%n7()E5Dn*TzeJ;QSS+tv$r(KqaZu6GQXQnK9~8!@W^ALf_Q_nQuWSdervqbkG^!4
zAn|)Fik{2-IeD9aNZeHyDns=c`Dl`Q9Kq6DC;bT4$H7_Ey;6^}uCs`J_4p7WVa$VI
zhC+tN+Y>rsFsPT%4OO@;i%Xo6{Ch(0JQ4JmKz0RT!=_iuBj-M@ukfqk`FJjXktgVB
zPv`?6HoC81B}z7BU%^k<Ze#WpY_9PfZKxQIADSXD7#M<8B4=|jW;)4}!J-<cY~(Rv
z8^Kgo^lA&}*?_bwoG_Av{Adqd@^Vw=WfRM~=r$dho6Hol=k-Ynu)lQS`-dF)ANLR&
z($q!%?U&-QJNZ|I^8X!S!=|^&W3K#Z9y#)#PvFR&;D>Q4BP##9P!f^99Y|gwJxUy*
zknWYo1R>RP1=A}bO$xtI4>>p)xag!~7Zp}EI2Dl8jLH1<_F;C`{oP7A_V!{-1h?Sn
zKGsqYeT$d01fk+UfB0fC`iWSdajF5lT1?_q@lsFignfJUk`j4O&j@Jv_`o2JiI+ml
z&0Q}OEYqeZ&rDfX%Q*5^)mL!`O=Ruh>l}O!c8GHOs;Jw~r2~3=SQRel*Dap`^q^(#
z%X$^b%9EgR8Y(Yf2k7XpEYh`6t74L1_lO<v{e+<>pe~GRY12i{rr8bC$oAEom>PPP
zpdD2>=uk$Al0O_E)@WrYktq}6I8koHH(IUmb8{l;CU%xr=D00T!xwH1DkY-#5fFsw
z2_kR`hkEba31D&l9K7Hn9>bANzbK#(HJ{kz-gRI#5dF@|@r9KcZjT)Uw#Zv4v`3D@
zH2_DuYmkS&bcDy2KB%JZ&y+qefrCJFt-}7dzo$%1-)QuSD~AjAbgLEPZF^YtsBo<%
zI&G(8f?i{WjoR0)UrV;Ht<kS%UxNu2v#%Yrj54|iy9$igay^#09_>!-h<*KuS$k+n
zH}+LYkFNH$8#_Qpb>ieDo#5No(n8qRi^oOmD<Pvf{6Pc)RR0#3adTZMc<~ys9ssQF
ztFN!2zR4)=-8-(AM5XLf>gXpsoABk<+HIEEroTG=%MFWPuH8PU7h<!))u3X{t+pE=
z-+T|*xU`+^Hk$TC8g$?zP5hGToxlVa&@6CjH!r6t1eg)G_F}eod7q0oRIn3;@DbVI
zoAQh$k8O@4RZj;?D+D8&6G|*`yzoyOtvOcs6{bFOqYUE<_mPxB5lLW@u|Gx^+;$G+
zhqo?BLKJxuR*qM5AMH4igCQmL<&~8U;f?VJ?ao1NrpU3U?TJt?qTe4nMU2!UFpg3D
zlMHPof>OmF-WU(UcrUNh$qCR&$hNLA)4H_cE<l5=pe92#<e$afo^Cx14=uyqH2N+%
zA=hRA`=hw6vd^=XLt6_jy;G$P1oR-p;|{ntZ2dSYu@&&HRP8`iHqwEc2(YqGiz00?
zt%^ChoLg+3z$CfXL+O&O7BZJi2fx+~kkAEGg{waxv%`os)d}-LHhb1lD*SIUdxILy
z8Tyfu9hZPukN;D3&_CxT;qh<u^&(^lO&EfS5@+}g1$l<31}?m_!;DfF4(y6=ih`g&
zku84vOZQ5D$JR23kQyknVYEz`3Z-Y-Tg*s)uIpO!p&dDu=lBz<OdX*j-!n@?LAszI
zo#uTg{>}zM*szLDJ%rXTXr{GERyA^51d!A4Iy}r)mjM|F((EJ=ox%}H5QySzP>ua9
z64CNZX|rM<_((u!@b}?gZV2ARR&~|QW-3a<gbl&VQiRV@*#na}1w@OWM`Y$wq_p*F
z;6-W@I-(~=T13mKu{=uI@C|ZLC>Tjd*d8*HeNaX^f^(nh_&$gX{!I6v-uD)9FWKNz
z7G*2i1@XRugyuv2kTaUCY5|sx%W*UlsN0FU9jM#p{&#T5G2(Q%Gsgrilfb2w;L`FZ
zDjor(e9^<|Tj2l-ef&yz+h#MkFZ-h?dahy6Zf=gWF_6i-JsZ~eF>*R8WtmPoK_sLt
zCU$Gs%p!zJgaP&KsHXt$<}U*3B54Z^VL+W2i-~6ddU75;iGt%%emh}>EN8HV2uMUo
z`J33>z5^--(QV*Ut63w90QZ3kd0&y^F1lcA+yPB3^S=9mlGs<|KAY~o`>~4C1eYA)
z<{E^ipd@@#vHlx6;J@KFX@r`i_v7=Id`R+Jl{DOG)Q`NAy$FV31cKSswRiK5VU3Sf
zDU@h8l860RfD)sruCTow-NvkI6sOZ9J720)qH&da+R?DuipaWUAt><Ts@Ld{V{z4!
zT1ExiXQUC0H;0wQ^Z@$cuUlsSnbPkzuIi)>s%1Yuf`4X%-S{hB1SHF>FNUx^-VX+s
z93@0}ChKut*BNWEM_N0DQi}oyEP+nPw8hvZYh6uRG%fVGPy(DCIMRAjJ#o{#?#u9G
zR;)!t`qv5S|Ep&FHM?%ojK7}EdYJLYbV6I|yP5I7hJ~MrG{5>8zYr8cN%GA2FY6rM
z%NhT6iBS;|$qG5&jDHECdY<uxFmJ|x>S!?!Xl8uIuf;XS-D~m(hg%5x3tBHccNi1g
zzY9&rCA2@E4FXG$<;;x<{xlRZ!Q1O751O}&30{z*9%6z|$jn~F1p7+>o*Wb0M^~Vp
zqn<2*p}xVQ-p2&rC-zuOkOqe!6wkp-0+;f|1f^F4Lo_DXjYZLzU@@jbCl~cs#`hcq
zhMOAa$sw4yPr-Z@dGp*aY-T6NNKCM$$Pr)4;O~DVCZPO#6BFDA6^h3MT@%5fo??Q3
z0myt=_HMY}9%6#;gTqvS!*V$-b8>D>aJUaie#c{i8lv3Tm|&ET)ti|jv%+{E$aIak
z8RVbBK4DPdiHi(g0EKzc5IDM1x*xaU3az=31{^9d|LNPb5Sl6`MG5e%^v2N>5OJHt
zb7qyjW@l2uXr7ckq4VC+-<NJ$iSQ<DL$in0iC^Lbmmj|ikKw-N$A}Dwbf3<8TA14H
zbHn&&HW<QRT{nOVnX?}RhT!VMP;NhO5Q$}t{j31y(0(|&e5X3>2_4O8cFAH>kW^zM
zyo;rX!7T<tOEtId9~JiInH>m66z!6l2MbVC4x)pE$Ob=Q;y|`#bUwhPi>wi!4))B~
zDuTNtB*27>j#x?%l0w8P5;K`k3LpJSuEc!HN1}f~7DCH}BHWV#=2IuyQJU<h9^NU!
zXC05(t>@x%DUHy3^`T#GSQYFZm5?Jj<S+PgL9~ZWm1IOoEZgBcz2!g?xSk5WhW;qE
z*m!ftFkJ|<^7PpZcHvFu&6KAJaYb{-5VPUBu(eAKF5l6*D0i?rwx>Aks=%Gffru%~
zxQ6D^ydXle=Z93{jmbJV(`&_^9Qz<so+0#jONB=vzNH~;OieWi1XE;H*o?P=jZai;
z0F$vNUUGpbH;Q<q->Teir7f5_l-M8GbP*gji1VP-DZV{FS8co5r!ABX@hPrPZjl{!
zIfv&4Vk0)>=51hqQ%^Uv<4ra`vUCSVfjzApx5)W4o-1?{#BjGiauNu-9$Z+4wd2A+
zQrTRp7sZ&PR!Be1!ygj+myOAM9U(}c{=tR~!!=E*?}vd!D&CzdR9B%#!P4||!Lr<b
zGHE#|Yc#MwCXxpY_C{1JG!=I!lE_|Hq>vZCT(S6*ipB3B|I3?(1pjj2?>M4kFSK6f
zQoXnCNY$pY14hXD3riZtFC>^LT3$y=>z;t)p5!)IM(u|#3Z@bAvXH!YyaWTIdY+aN
z>SIQdOZe^eId9u@HE=XREKo)S`DkCojnum9PM+t=Vm06C?3Z{kuM8b)0BE%8(w#SL
z*pPENdle9cr?Y>dXxq?j;_2)ip=8n1**h*5!aBiM{O45T8#6@%l1^v;Ro{?xLPNdN
z**BdnOl{?0e<K%`BPlN_R7-xxjd@Z2$Vb`T>Fmdvr5EYD`<Q~Z0EWAmVgmhe$M}%Q
zn<QA|4q%Cfet9kV;9`o;ky8(2il6NOWG<$-^B@;fTzs&`6fdwS8dI$0R*|D|MycDF
zVk!0rcs^OZV0^BV`5rk|V014Pjsi*AFueXpr)1-qs`PYW3kC9f*q3)M?0PY0H`X7@
zBMeRF^U<01%FK&wwmFAwkBE5=S?q-Xf5sM<*qml)J;ae`XY5SfM_^$Wo9&TPsqQ~F
zaNf#?EQL{lH1YUt@ZHRrLenF@`x}0PL`yzxKf5Z;UHhmi9KbD}8So>r44UI(F0@{Q
z!&wp5z?ZnGE7p5XuC*>~<^_0RuJt_B6a51IVqH}z>`ThE8n(^~5pE0}!z0ZoiF`v)
z_H1E;kO+Hr6D;EY>}tQw$f^Z|<8R!{%#nmP*3-VGXG>^Q+O&83nijlD`<A4Rn!a>9
zjjkZFujO~!Ye{(5-3pXM_O)0~u9Bu*Chi%(ob5JdU(;sFT$@3Sm@Ed{PCiX0dBP`g
zO=ILSVav?-S<$O4Gc|y8hMJB|aMH=&;hl4p{#t35%ZunLq-0+aRHw=Ao8*3dHE%8K
z%2aP{J@t5XRmJGv*NqmA`G`4@wR<7m^%2$Tlf8UCVv1NkzXU*L?f(9^#M^e4&o5P8
z2K{}8gfccJ?*;I|);=UzhbaZN9EKC$BFZqF(DiL6bRV(=VDg!P?R>0W|CofunkC-Z
zO@M^^-M$OCA0e2R_mH>LsgrVe_oL!3W4wFkM8~_|!!3#~CA<rfSt&x<FSc{~6c3+t
zFvca_f-Y@Fp&Os1)52Lm3OjXg8^;V$wUWdpRHU!(xuqL@A%F9~04J;5$en8kI2sk~
zJb>BNx94ynO`qq(q?KxXj}(6+M)7iE2$te%jKG`S7cJ;Yxo`4W51^LNpl<Fp=sgqw
zTX5I*2Vt#aO_=)(%W(}f&iY{ynP87tD10?H+bu#*O0p#oDlDqZpb{#b4Sqz058cx|
zd1SPQq43I0?!cJO!q7G4#dTN|*We^vi$h#aE|pEw^xqb4vWh6)Pd=bdWCO&zMgk;Z
zKFoJ1hO-d7UFxkOR&>BJinSmcd?G~Pa+nVl$ESRjB?oTK;otR<CCHH|!V+Xv$0=Y+
z&;X4$38ynSe}RSvSky3n8E~{3c^-%k4GoQ^=$kCkWtc5m56r>3y->br^?bXVgU;KH
znf|B?1M2kGDi@%Ir*$wz2VW@g#yIzci*S>It8weEC(*mrHTL4;iT4W{vOyDh<Js>|
z2FoBp8}^V$(w=W905~-26@-4$Bs&YjwSOsyg~D|k?@bUQBeAJ?D@_=b!@q@`a9l{F
z{=pda&+kL(fyWTN7^4YsMYy57(|&~$)YuT#_3Ob!e9lA%p4U#)$QZK29J9ex5-TpR
zEws5AEbN8NsgXHcMM=2oLR`JJxpuDNKwR%^?u-jClRKLWga~Z6G{3&hoyD@K&Fzn(
z(B^j88=}%A@4ND6HaM2QQJZ`Je2}Mh-)L;^RTd@K+|o2!Z<Nh#ffk{}6STwF+&)!K
zBkdf7ny=30zB!0m3+;;A+~cV5t=VepS8j77Pe>Xe_2Ny$bcRRX*je*-;H_+LgKQmG
z+*C#TuegMY7GI!UFYTPR#;nfp|1KYSK6})t*Ep3J1v$&OOGAvt7bo;=a{3oWU=7?Q
zYn!=1$vjjknbK<~$xj1!u2f}~AS}jD!+iW8W0o!`saRN0GJ07-$@t|3C8swQl+-jA
zl$_IAP*T@kP{M5_zb|L|`fK%Pi6WJ7a^V_QNJ&f+3?&gSudzBu4;LfZRQzUxDesZ@
z@IvB=%(?5UM-nq<w`}lRbnm^ZIbkv3U9MpTXbAHvmok2Gd6hAHI5Qr+C;!A0%%W&s
z<r-iJ-ued06W`T{UPrv^DJ~AoUGV2f^Y{>$n{wd)l{a+E6Tk}$5pS?F*cq7_y*#*h
z1O_Lenq1@3h!jdQ`GBwuSq=`)#ca7#RD{SCKbHNr`>;p6E<&J(`7qoSb;5PJ9k)p~
zpxN~%agwkyZ=!7Os6w0p60<?sY07%pj-Cxl<Wa6lnhhE0%_>{U3krM-+yKpm_SyE+
z<nQsVS|=)WAd293ZxT8%IKH{I(I{0V$khE4q(eJWP!jS_|I7x5;tCeASx#Uap7-TY
zX$i)*qqtq#$?7T_{Bt6x;U+s#Hlg6+M}$BqIxbIo+jBKU(gh@_p;XxoLXuO-g1D!+
z&c(Q3UZHE3u=u;xLG~iccG6O-`K|2xAUt}SzoR@RWZ6ztJ<&_6MNKde&mx;3EdJZw
zl;ym!*VPkeT|fHz+Ba!BVf?Zh&+1mK%79AI<raXo(57*?!`%DvBxwpm{2e~vP(*c}
zVvT`XB9!xdNc6oz1<Ii%zoiuPHSBpJ{Wh|tige-kS1eM~M&}~i=dhb0*m@U~dzzIL
z5(%QEKeYUX&X~Q~1L5_!H+w5X?Jevi42dY}yj+ChWP_uMESE$rV1*7|6~)XW<>)A!
z?;T8B2?gidJ6oK2$MV}BgYNnwFf1I)QAg`oV*AXU${I?3#ib!AU*J^LL5MHRO{y;R
zAxSaJ1tt?_G=4#pVxis~h@o_w(OBYRRbJ)#;;RJ6dW?KfYram^sOTx5l$V>^k(;8u
z!cFv<3ObLBY6c>|h-O$v0Is@d?EQj`Tmij`2EGk0+f@gGH3ZJWW`lAJEYuotR+Qo<
z#9&K>wA@Jr_Ktp5V6ZNP^0=(E1D!sKj`z~Ptd5QCceGQ_zf8qgqhm8xLAM<5BeX--
z`g&5rZxLuq%69@tYy!al$>$bs-gc9AG2Y8&&oVTW_h=LP%dg%=*l2e9UoLz9y4l6}
zQvztX_SNrVe0&>AT++FP%U%`*X%gomQ$GKMMH=AfxrH}+wTtngoL!8n-NqOGHwaQ4
z45L@X0phpXz&@Ebeh(lGP(e#JxQ&Adr@HI#7zU`nWThWxc7ylyDBcsJc#n?Yy)ce9
z>a!!E;U$1Yuokmt@f(<ld1*5P0F4;y%@6Kth<(S2+5<3|XU~(3gmgT1JH9mYtXHwC
z8QRoy5lpeIs=lVJD)Xjp(Ymor{VekHrCA&)2d}atn0@9iy)J*T%S?XL@|$@rn0-V%
zg+C2=ObUPhouD*4yA(-7S6eRt1#0xd(YIfqis6V@cuL|07DabNp0Tyn3d?2hT_nl&
zS3^yA>c4@Z4=O|Nt<a)oM3yaJV=Pv>8|Xa+TD+D_kyvRUrEFrQQwW8#v_-L4sR-rK
zSm^}pJT}>k^p5-!Sw|K{W2I4eUmdg;pxld<KxlWq*3NP8x8ZBXi?O6&AGa!jU8+yr
zyk`6<0DCmDivi>r*&HGdjchU=LnAwfmAy2w!BM>Ao`-ip1n;qNyjJ{?2}e!h1i*@s
zMPrkH$I1$BfFcNj-dLH44$wW>T=AisVsqn%#%=C{L!8Y$u)SzeFKzD5X&hF>=B{H=
z)aG{E$|{Lv`d4am(}CWTyJvH&Sz~N&2mYO4bI%Qo+uRF<G_*F_!Cl+&Pi%hRZ`9_l
z!bXW;=GMY3Z_l<)L3x7h1wJFvB4t8)Yt-ghlxTd7dX=<u*(@rOs)psKDzQd%W!t#e
zD|dB>&aii6D-S{mrfQ<5wnqZn-$^3yc)y*;0;TAAD4d(I;=>k-o*(E@R1U_VR3_?H
zq*j`-`2znT_n@0nq(vcmL@d+Zahle!rza{K78C}*LJiLoOIl*heVlL@Q%golA%0{b
zI18=0h7cylu#hiGjl$H*--uDdwb0Qh0&09~bUX-hFK})a6^fr|E?9B~mlbLXpiXAn
zUmzhW7@~{hH}P%)#gXlCc{zq42H)&BK1mK$z8vD5775=>zIpFuK8Lmlf5I~zk=HXf
zZ0jV$`6Sf5#3!VBVv1=L>jkhP8d8M0qC#f~TtQ%LSCDV`y@tQ0>~>Rjzx={LTmZ8i
zoN&DIa7E&#tI*8M>^6j%fNq<hW{t4FmCWE_lhpOVi@#wA=Wf_Aa%s&|cwWxuxp<~s
zif)J`>w&SV;T$NXZd?35AeNr~G-9Gg#zbY%s$l5>Y$az9zmBhNJY9|dJyl(mdAAaw
zPcgIxGhJcF*E@FM3;WEQES-)fCj2>oqG_lJqTx@z5e@{pFfugKVd~B8KbN>JK|FxL
z2(N3gg62}I2+V<=!3NEH-oa<-P$ZXT5-fM@k1{X8a+G?*qVQC!5(`<mW%P{$+*}aV
zpj=-i`ubzQ`}%r3d>3ePZ{j`=eHrnI<7F@l>3cheOEH{wRJKCa+$~0z&=%V*c1V;m
zV2bjpyEzNGz<&kWf($G}kLWF5ocIuj6~;i<i&vF6v6(f-1)aygF=rLV;>5#H9*q<C
zf&(>kR+s#VbJhHf&RN47F=sXPLwOHzVp28*{KHMeQMyl+$Jp!sNkTPF(uUk9cIw0p
ziAJTq8O2qQgllFL7tlbqIkTT}GA}^{&J$4Ns=+F9yFri|jdI!CJq_45s=*CmgNU}#
zv@pd)zZl|2*k)md6{ciQaoNUm6j(MG$6rH#G3#`$f+mZXdFOq}v9EGe777bQ%_9zO
zJ}C2IR>LQ?|03<cxBvWnRBzCGe{EKovgQN}Y<MfbNpCN9>EErN$v}qAFrIjX3&vph
zzEMAe)84u+j2ftA<JE9WhF|%I3D$44x{Sth)(N6F`gKXzU=!8l?;nyKcwK6Kx8~4|
zx=dtQR9*H$5gbF$>M{|O<(V!1S7}QJoRzXXaaKywmK}=07H?Maw8gIH($0u9^p=_C
z(k-JiP5b8JKRc0vM9S8EU>3r-G(uF|x3y7TU5Ncujo~)Uba}zxC}9Qah^?Q@@ojM`
z;kB~Cq}Pc!zCd_&3#XYmv2#VcGZSLOcrdF+qtfYkW$P3>pN9!%^0i~#P^cVzFz|?n
zdIrVNBt)<I-dEP2m-N0;WD%cd_<FIG!^|A5{4;MNFOWx>A5T`}w_J;<1;TZ4??T$;
zXYt+)yhYLMB5t;IH%t5ppQqAm(gYm$1)dF9UG)87GnpW57-Qo_${Dhi7{X+Ju=fUp
zdAlto>ifywO1rmHbqt7(#(5V5$i#WaX@8NOs&p4k4+Jaf_kSSh8<8KhK;#EAm5Zl?
z;olivZRWF!`!QZvZI05#SfejNTL~h82NV+*qw`U|t$=oR#CBELi-^a(hh$e};16V%
zFXDN`bu4<kLLNn;kMd6=_p|voBA)nL#C=g7jd%|1!wFQ3ZHvDAGaG!LMbU_-&q_o*
zPpn&KBc9xsB#~M4Jam(97M1DK<W`+T3a!<0rUeO)A7d>k&V6C`;@PSiCW@AqQB(Fp
zndh(8{u9r+!mwU{8<42B+D-cTlg%R;x3}=<Ce>`vhQ~1D_D@#!GUIl06z`Q$ybB|E
zABy9Jj+BC3s=yKl8fz`#Yo5wgU3j^P(48A&Yj>C7x@(<qF}5V^C2G6wONf(mpsPkM
zzfY@kV7>07G=`;1w)cGsozjT54}U<eTqCxJ?Uh>q3BxsL*l%3iqU0U&Z4vHw5$V6e
z#{^^RHNo9+<q|6S|2S8+vb}BuSKh+Oa?b^|@zLi>nCFV^>+RMPANO*uC+?rl@x(2k
z#Xa%IyE{+(5M|6A0+AOEp^d}9cYn_sxb>34bksZrA0LJ)#ZgUH1;FhS;;24)m%mgX
zsEJHf|Cl0El}u4?t-N-6Y?8Wns+**?x1`!UiV1b$hhoktcdc+9vi$kHTz?(T#;g_2
za4(qSMj%@M#taNrwlmO_bo>46Z=wu7&unL~6HmOo7?FJ5CY-T8WV+5*7rRS_gvW+%
z0_BYk^p~TLWOw47H1ijd{BoFS;L9P@WKv=!lQ_zO^5(_4iZ8kwrNi`9dDM!o|2KTc
z)1R7NlYNIbvsxXuD{68xo2vf72;^}%V>D0T+<WvV2H&FQYCazjK3DR2_wc!l&jsOg
zF`qYl?ApWRvEPsrvr(a+ZM9)T6J(Nt(#lCD0(|qMb@8y-fS*W1H-C41m<W|kwa#_)
zOMfTOTbV`+c1!5*H_4bl2~Od;rc0BdvZ-bBOn+#w=+yPO<2f<8CBT2<;V({x!gxIV
zdnMt2_k%=E#PGKW)H3;3nVC5Vub8I}LJa?{*T(IUs%qG~nLj8Gsxq~M@L8S<2X$3u
zP8-z95VWe~U&AwBj>>#ex$4W!MrB?IPJJITUGh%tHx7KcVE1yg`@Aai$;ixm!#8~G
zmC8kr^{E`%QTKLb{b_^X_ht?%tg4?nsHh5mrK{>|2NhS<UpS}~6GGWz1-mb#^gn!T
z*)sIgA7%X?!*ib$CNKWmdn*1{H*fOvn#0r6Yi6atH8p+2)S7uy=FXT?JA3X?snpz5
zI(6*i88d69rfX-X=S-eEuO@x`*pp5?Je`^~`J9^6{%6jaliGg@{x@URl$mvCo0>d#
z`n*)_`EzPgQ|G1zjI5b8uV&=r+R0;Trq7r?>!6YQrc)DZYtET7Y+x#H-G1rRfD{1m
zduGk#sWo$@#mvdIHK{?PP8?A+eq_biL8(C}4j)~CpOIrGo;-XE3(Q{=S;6NKCygF`
z(uua#d$JJ1gj8z4j9Inmc{Q~Yr_8RaO&^&q9X4>lwApiuSv=#&(qZWtN7SA<W8Sxp
znqE^oeD3tRb82SQ&Ko=9f|}wI)D0O@^233t8MDEHId!$E0TyD+IF1$Uz)1ApfB`e6
zrHgY=70)OU)F*<Y#U=YsnSBlzT~oYgYR{7Nk)Wm|{lkF+1`H5fpsv{KphOTSVZ;yy
z46tJwGK7x{m~7|20oq{l)TyIL@=0~I_<ty*;yr62@jbzP^N)k@DBLeSW?c1*IW;q9
z%&HjyVrS0+KaQC^ujcT>N1a$beq0F#JRn!{>3vh6{>1TBRZ@@4A0DTk4?UVOW#W{{
z^J<UCRfwY?1JE|6R=W2{6lO$dO3kaCdideBvnS50ojYUJ^x_a=)YRgVlKs-97?2x@
zl#x(KoKlm2u2v<{%{WgQKh6x44Ka>cHRq*s$cK7};J$Sf1R*#>0<;Ss03>xk1Rwb1
znz{2}PsLHXWmM9qW7`ba-&|j~DUN#d<e5<Lb70n?x$kfFLJbsy;=qbiCE5vkO42h`
zU8v;AlV{e^ASn9;#Y1tZe>4NDo9QFcIe3k6m4JJ~60yrv>WCxK6DJ-!s;Xk*#5Dfi
z^YA_SGjU?os1vnl&-CaS^X5VNX&BKtvuCBDxN5CwJfs9%5Z26^I&)ZR-t4-$Q))ct
zqGFv0KQdxW#qe?TE~3$qlIju1OdLMuI64>uKVtaUaR719;j=|pF`~)`80nsgY~1j%
zCrqp!K4$o6;;fiZF+z&)H)~K<J9*yO^HNhL&zzYmhO?p%fq$JbwYat<y~mMh^Dquj
zsS<S-A=k*KQ>7}EIz4R|);$m5%ISh?XPhy!CM|vMALHCW$P!{EC6hfP%<H;5k7ZqA
zK8H40)K@h^lpFsO3H4xPriFm^WN$gJy)?a?b`dKCoz_o=c4)Oc^uPm*_tjB(+@r6D
zpUW-ZXCK%>v~NsA>?5~{lqNT@#3r-~tI!mJork$?_B76aCFvoM7$<Cx(*0-F%$i<%
zW^u{B25`!mljjmL(hi6YH~@w?=X^Ml8B+(!ESs7*V=5#$uXgqfcxZ>$GVGk1bEeEW
zzxa&0Y14+lZ_SuI6O>Gyc*gm)HS_jM<Fh034><Po`=VovLk~I9BWBpZfgUZGacZQw
zC5Z(S2~MAfe<5A!rQLYZPj4uk=n(!JWP*+~@$}SXF11rQ1r}q*<5>7Fq$eV<WVYpl
z1`k!Bb88TY!DrW`Qv<D9ntmwH?(9^gP&2=F?&K-8Y0xFQP)t4Bw?u`G=_n@ll9E$P
zPY2_p1^~N)&iJ$ajHx9YkO32dfS*OVIMYL*f}xHZ^>BoR{K8;*MV^ko_gxvQQ2Ek&
zU}Sta)#Lt<137H3;B-(k__Wf&C^cHB-73g_X|bBz!8#ojE8Q1u!twRU9@8dl5wcjy
zfB<SSW12B$PDhOJN)T7ftbv-O2245k@WV$>rnps8F^C?6zPUN^UR3&Ue<y-l(DBeS
zTKwXt=uaf#6GxNNSlkWOg%M6pEyGL+WKhYt&Wykek*!EyPGDv5M1yuy2;%T>a&EAc
z7%N$~o{o6q6g;fwQ>V?SnK?Brc%44v^_xxy1YQg!ZfDM6GC<URtU;Krz>Z>x1$#Eu
zTrKoW4m!bg79$f3|C|}K#=;b<XCAK6Ns1K`pJ7oos}^x?E!L-;TIWeTTFhWZ*M9q!
z)Pkcd-KRLWxFihl&_aB=E+Hk}G7+2$??zTsRd@m4=;0=!GZCD79x-}k82BMj98)oF
z{FoC_G`@NyBF2dh&^(ViaokuNE{>@fds5ZO6%$8RR5Q{WQ!#$*@M93ojyUN=A{DyE
zj`|+MPW`)L%&6g2UIEs<@uKQ6=z$GRsRp9TiV-Ia!UQe>UwU7O-pC)Sv6Ml!HkPQF
zUo)kywuZ&UwTvC>XzZ!FS@UL0pM{lyJV64fsk7@438tpaoISY~a+o{$eEoahlv|39
zq6ZHjk0oeM!EiQ3Y3hv0^RVR8b=u*FPaKPN_bfcsVN#e?H*;os*6iB!xtRKyoiLdS
z(cAd{hAWh0B+^r7PmxeReNNrH+VmMU>6#gsqvob3a}|J&)3fF8*=L+pgMNU%u4aFO
zuwwp{nwqH?GE{BK*;O;nnSpixtTZONsb*E9kYmrERXcfpx@PX&*>ew96#JzOLSmP0
zYUa;D2Q^dC<bZ+0rH5O#(BJP2(BID3^J!aZ`Ec`lp84Iezn0%?er@}?bv3EUGw0Q$
zz$|v~<TeWT!vFs({C;Qaua+P88orjq_`6lC+}8iQzmLTF`Twe1pN`4#)!6f<@@2-q
z$=@qBvi-=7gtz0mCpO+@^L*C4*|U&ymAvbe*)wOt-yjbsS;>j1naHGx*P6&+tds^}
zlOlr;ADo^%4O6OhS_mW0z!M|S2;6>y=`9B@7)&>49Ng5JDKjU}MOI+;EHN@4F8~2=
z0AomfID_|e!K?1lM>{x$ih1JxCu1fcZQ^(<&Y4qtej0h{$#bx9tNB4)&8#UkBu%G~
z)G?E%c2k>5EhtuhaAnDV_V?=lp??0;<M`i>|Bj91^CLaL|Fwtup7_zxL;F54z1!J5
z|3B=#dz@3%z3?4pA|gggY3c<dPH8}DBO*=_F(N|1TSUZYDMsWHuEv2vK){HIQ>8R2
z>Zpj3A{~+HNU2RN#i?>IMWu7p+LT(FT1s;~9?sNKJEb1YOrGy=?>*ToF)P@o&-1?T
zA1|NUZzkX0y05+VHObi)xez~3wyWt;&PtaV2VR^YbL3mseK29)eOb~lZ{~sso52!}
zLgvVs_`>P)%+17MM$6^T=^R4I!B2PzDR1V^4tH;6a0iALoVPEY#Q|5OZY~#r>lVze
zn_gErQ)9d8R@$v^WZi5oqt->{&6yXoD{O4HvR!_L^mAt|<0j9{dAHDhBb#Eghd6@V
zW2hU*<({z%qDyXR;H87RD!m+ab&hLiae7JNlszlPJ*pwyw^<zH<O&1JNW<B;&Yj1V
zqlMF1F3g2bZeA4+{!#&RJs5eh$$eu@ey8m3e^`HKE%qI4#%;Ga;S%%jc8hDrn12tp
z^6SpGVfMU+d9me==@ZNq^ySOVxL^GLG&<zfOFvtG{KsdEd)n&PiI<h;+t>Pg=>K8<
z=>Mg0yyY{Nd){Y^`&Z}V_shm-N7>*1yZQgAY#jgDd`|c$+yCPKW_jN!Ywrf@@0({W
zH?N%6jk>6A*wpieIs!`;M(53xRU9|6?o7vZ4bzRgF5NfV&DGmX<v3xsIgd}D^M99L
z`hTdL|J&{O|9bxC|C9ZE)luSS9>pK6Kb9XQ{rzSBDeLbSEtZ{&aE&6m;MVRl6YkG1
znm02xX~BY+DFTZYEL=D%GJ%U26Qk^*=Proys0R;_NU8~3%OU*AS<9_AuH~>MI_sJx
z3)r8NRrhro$87fem(Mo#_>M)h<k}9~l#+~#G2BHmE=VnQjFT%jb+Z>OxW%}*GmEP@
z0~b3SW99PG<s5KL=cyMtR4Tq+Ja@qouCg}FTFSu`*OZL98P|4XhgCO!thpoSM`C%@
z=nnoXbiV=RJ^6Qs@&Ejv<v#U3hh<lAN;h((ao#p^WTbmlxYl@-!MX-Dvd(@IN9tiL
z8|E31c|>E}0GPGN!DUlTewQ>vCN7#ad)~6LjIC8Ewt%C=d2@_os)a@zold3y>HI!p
zMW-+3B6O@yPG{?69B0V|zY67Xv&Wi6gTFG8BSG_2*SyfjR3M96xz<;A4wFHyiaEZW
zG}p&oWjxvXd!WUM7KfFw@w;Yv9Um?812>uR-R!g3{9DJLK3VF2YyI8Lhnh|QgvA#u
zzG?CJr%eCf*5BuCG5_x76Hl9eKW%ZB#ot;yb*t%*v3Sz=&A+=@KHk$8k2NQZbpImG
zzvnHQwb(lOHYTToi?{T9h^G>|PvAMjV4Ja?Az09Trf!b!W6zr9b+(x7|D4H-E&j&x
zPg_37#s67sp*)TyHx4*uk(Z06H_Vyku-tVOrFrH0(}~P#IE=b$DolRHIgEs!v)!!U
z)@>$F|AEN|E#6@H3oL%RzDD)56;^C%jTIsFs8(MI?XK{MADQ*r{zH=kpEtR|V#M-e
zELQHr;q_J*m)41Libg8MziRa|!mWzE_hYjjJ5wfKw>ZjrzwZm?`-iQ+EB9lu^wN4s
z2Nc!O>t%+U6}x?hS?=(kn0(gaPK)2S{5=+{wb!hanQv^TnO}{?Gc3-vn6!AC#cKH)
zcVDc2{LdH7d>2|wSbW>!iLIvpi}iQ4d}l0J5Vf*({I`|v?-qOg%*^Kui&t38THf)J
z>5qNcs*lCrS-f_a`TofkAGY|S#qxD#W^~qc9$Zk?n3+6?6rHuq+`oNlKg24;ox_p@
z#zjS=y-b1f{1+@Vckwse$c-y*30>Y0nYBzUt|WEU^z-D=P%F8?x|!1(<h~UL2@SKj
zE;DcGtj}1!aq~-Qb6F*-x5KUnPug%4Gt#V8rP_SDJ@ns#=+aq}X3d_pNG_?C^rU$;
zx4SEi4XV69Kb4-77@yp`Rr~Za<ill=$l&g@KDnNx%|fm-%RR!Q)a#Z7OJ`kWT->hK
zrt<diSb>>H9xhlcPY^7X+l0kCifU7C7~+`8B{-gZm6JKS@y?Ogz=1;sM&>vsaDhiE
z={WoH?n^#rpF8WT7x2$fe5d;jj=dy@p^gFJo~~Xe9`6|72=l+NBRs<qp6v)XIKqn@
z;g}=5#4&hrT|8d*rG~HYU_jmUnKNfCj5&A`d!)JAIUGBV9b>%wqs23On1A15@i~j0
z<IMM`Tl~=CZMQpabJUUJ?PiYqPcY+#xJ)j!_>x7(iRSySS^QjY^Y61Q-f*Mi2FHz#
znRDkw%^RtUZyI85vGRn2ymH)7Cr^3T-Du6P2>oduY7`^s8`;2kpZJ>`#5*?hH_Q3J
z;_x%fzgJq^WpPcN`Tm<0|7_99&p5dLbUDT?j_$XOdhI^f%qM5jH_ZGyW^up8&F7i#
z|Chz%>dn8+^2}Q&tY~th=GqvS0vxl9v;A*ea#fInTH}e!c~QAQ7~$0DQ|CoX7SFo2
z<ZOmR^qKSIDPYGX%(V$ThHVa;LoK5?dCw%sysaaVXYz#oQcjk*kv)>lc-A78tM0#V
zy6PsL<C0Udn`UsHb<^}E%gl`bnfvyVA|khHxWRwbO+0^a6AuKLx2SlEK=S1)68L1{
zzy9y=*qVPblcfuI@XS2pnq+*wVB|<H!7~I>zrm#<DCb%9v9Bya`TJIC<4jhvF`vw@
zTrs8mtCuX&RzY#)rBzX%p&}(Go5o6NHQIPBNAcBa?{HK|Z|r>3v(7<E7A5g3%>otu
zsZNq(5;d=pBfIz9{=pRrGWUE+F8cHrUG!Np_;mVti^tmMGob~a>aNl%nC-O>F-qHF
zt$;>Dlu9cvji<M*GkY^HV?PvHV4a1T@7YJk<$d{2rI!QYvJ8%v-aN+TfkVd0#~mK)
zfgz4X%#6%2lIMrcvYJj~8Wzr2bhFj_hVq%6X58*N%X~oXCNl$N`!LqY$k!Kf8;6zZ
zR-w_a<|L{x8KfJv>A4wY>`DfgHCXBU&+_t9`7<uFrr+{U)>2>6QS$$nTcPAXX34y$
zxigCVpKHWt$-hD)R(1D?b-nD4(!c*={e8f?=(g%&(;xUZhhrB>{=mt`0r(g5q{DIG
z71JLsUZm^JubV@cm}+Ri+)uBtxXEI7oQ|8U^yPlqkkRFDRs4J5znK0oA6=AxhlZPM
zJl|w;sM(&1g(`2Zi<$9@t~cYe77z9MZ0X;!($`q&f);yP$Dc}36<_xGSKGhTtpBcu
z%pvd9WOAs*iiIj~zGaoa>Q*z|UW<n<Dxno$F0|VJjMeWQ7PFH-TmKEU>R+DuXPrOO
z{>Aj`tn~dxnEe>C_?i39O25KNm(rx4_ON+jx6bM>-MsJahY9tvhZ}aDW^o$V9oJ1W
z{@n98DjLg9$2_1?qPokUXq8{y@7;d8<;&-#mH#kxXQX8B=uUsQditT`c{I!1NvNqE
zj&~li`p24&W_iPlq22jUw0!xxW7Y2hbp@Bc<93QsP<Q^TO7cIK_Sm~EwMO0X+pEN%
zKb}Wa7A#sW>ALH8*orTomsb7Gw+Bb9ox@@Ip|)3RWA{%VYrcItUagHCKe{YFxM0q_
znZ`Y!()_#YztD<5Y_V*94V$#2AvW)pS)a<GJN<S|`flInR&zTWZEX*w`ClN9Aup73
z4XNERr`2BAhYxF9a;(D<{ZYQ)<8|uAe4+lU4#yd<<O^YV%P;eVMtBNeNzekf-O^de
z2p4n~^1^R+7Q8-(<IF{!g#g?IU0-uJI-w8tUEEm+k?$xNgK^jd*TEFr2{SMQJK%s=
zXCX>HyO$6L--0RFZz*x`ZkUH3Lhsq!54g3n5QLAzD4ey7bkMcDv(PFYW?>TM;S12i
z#mN3EItzXngkiV>#^D;6gc;Zh55X*S-bQ*Dg`RU9jt$TcUxQ(|560nuIO*YX*b2A9
zEZht8u+QzJ=ZVQM^uwhv3|nCw_FPGN_~kn~3u!n7=3oRm&viH+fnK;524D_GV2@Ru
zg+|y1Hp4M64VS_kTnC-Q9FFIq7w(1u*bXDG|LV>{0*;0)Z~|<DQP>WbLf3f?$9m|4
zTVN2TVHCar6Yy`a1@^d$^zane4ktrbJ<sJsAB@5v{2q+L=U@W94qM<muniu8?XXWH
zo-YwQ@owe=911h=HP`_^hM@}_4(~n8GdK!1!8tGmx55lOxQ20n1J=?HT-6GFhk8JF
zf^=}zee^$kw~79P!ycyp;QNoze-}C&lO81<?1BM!&SUf+tl2>Q;72e8r#?=3@IBZe
ze4?}9_VWcT8#@d2a6>cW4u?F=xWQptX}A3SEa~L$7U~Im{DAT<ayW)>r=D>3kEkcy
z^keD?8-GIm;LsiPFW;t+f<E{W48oIsO8>%XFabyGq#Wpck#gV=*a3YnQ6G+W7rjh<
z;A^{xgOhd>2baPQxB<FHv;Doo{DnPVrTuWno8%8&Z;=jW-)8*a_+K%8@Ixq%7JGk9
z{b0X+j2B!5W3cCM7%w>KxAY%O!3;cUKjp&4KeF9$$a6}Leutj_pk1)#KS>9-zt8pt
zo7(9QnEo^6u@rV3roZ8kztKL}_wS4=d<nM0F-M3Cu&zKKY=%Mj0gS>u|Dav)!H=jH
zT=xm}VDa3SrykJPMI3ygKt14o7#Yv@?dU2b;1<{d+h7}9P}5cDfFqCVD)=v@zmM-K
zL|_s&!UHbi;q8683K=+}Z&x7?dw-#;;Ju7-h5;CY5x598!USxFTVNWV<nAiu;3Vk0
z+~HUWy)gO3u0jy@JgKV?lfPjSW?(BEeR5YJ3#Y(5Tm?N>uwFnvY=>dk<CLyK9Qt4q
zz6M)iuTx16&x4*T9ga_606uwIS0M^(J@gAa9k#%cuni_*2Ye5@gUqATy9)L2EEs}Q
zU<|H>P4M@y6%OrBJK=cfyo&D+fL`dTqn&UFjKZ}r0fS$nT(}yx!M(5@_8QPta7}PH
z>Y)!#{xanXy|fd~he;TRt#BR8!e?L}E*wa?S2KTL0Pcek*lQ5u14qGTxCo}<E|`Pv
zGpYAP(nBBI27~Y*jKZO3Q7(+aES&pQ;;&&oLN6TZqdd3;Mqn#!gniDYJowBxv=hD!
z+u_I1HHqg+hEg89Zy4=_FTfbwaUSKt5%shaPB@=>!s|zp?poH7ix?M}y_k6bV`C@}
z-UplER+xq-1t<^RJ&y4VvELcb{DD2Mpq?-b8{wEMNe9C)4HpGT2M<l4->;*euffCX
zC(#Z#AjCX@??cb^tf$wJFYG&+eBt|37-u+|ui0sV5!ePN+(<gO8M?nt{8ZAx2`~(|
zz(%+aHp8hmkq)-PcIcW$`zLdp0PA7%bkf0g7>B_bq=WDAb!BaEK!kMgnc0;04ffNp
z9@fpFzu__%ha={b4#r^`Ho+WhfzBz6`^}6q92#Yu;T{-);ajLLd;~VbHkgJz8b}ZO
zL+1_bH=q|zfC1Qd0rN`!h6$L2DR=;8VCzEWGu#I~VTa=|^urpy7L*%C4mXU$IBbS}
z7f~+U3UlHYQ|^td8_)~4!vH)8BQPAJTzCMc;D<|?*Ko%&(oN<2H<ptQPJjX73ev&1
zZ==2N**N9FzrY;4;dav9#C~Zd^BK;&gZ_mN!5G{Ln_$zO%xCxp%)-EG(oN$y_a4Rt
zw!siQl%O1V%DuD?j)FP34Z5bY-9jIH8wOzxM&XS6Xcu%nM7!V~n1#!l=uhZ)oOaEi
z-!_sC4%kFGxDY0w<4NW#91h!H26n&+o0&f|S^t|E2N-^e{(w7Sqx`*vba2Geq=UPj
zBb~heL&h({xc!K9a3T!D1dPKROv2tN`UP%+IXL$P+Bu8y`w9I5--RK#?5CuIQ+JXM
z?%l;Wz(Z-~Iec&r>1LBJ^uZCYk`AteF}M>p!Qg9@2fceK56=Dt>E=*x=z|Ag5cX-K
zf8cPKfDzaN*TQz_`gi(eF6#oUhjAE!C;XCrfgk^hcsOhy^BRU>2Ylci`eh#N{Vnqg
zUbCOLCDb3b!6UF8UidrewUl9jx!<upKxfwB_-`2e8uJ!L;c;2&2Tz49@J!eSC&G5P
z0=kAX|DX?UfkC(nMqvgf;QO!z9)WFe;O|KfL(p|T=Oxew55XWj@m<ox;V=Osum!G#
zZEy!{hwnny2!~_vA4m@;z#!ZKqwrnmzQE!52dsyE4lu44vEPKAiy1HIhx1|MSn2_r
z;TD(;aGVA6@E}Z$<G2%M;P^k%-*5-?jAxt=(%&!+J(sd>!92$aY1qns?Oo`;j`bAQ
z!zq7azQRV>%yzyGrr8d+z&6Ie6-F69M~-;~`@s|(3^Q;t?0}1)d%nZ*Q&<n*g(2AY
zKbX(Z2a|9-Y=t41g^e%|JD}%g*3<Xs2e=W2;SLyw@4+Pe!hez;`e7Dsgn76fdZKJE
zFaS?{pL#<NOu#j;1#X6Iu=jsaZ#V{eZehO({V)r|Fnow|;aZr4KY^|A0L;QM|4q3t
z1U(H7M*|GNAHpcy1ryNMPPuSAY=a@#4rf5u0`@=92YddR`2q*PDD=YwjKLIK4Kwh0
z*a6>x?uE<)SPw^hK!3wYFa~3=39g1IxDICE2G{|2K=(K4cUTWSe<3|=fHAleCgGo8
zEBq_W!V?bDZa5Hn7P0?_ez*bhC2@`vY=nDZGkhPWq5H3F-*7Z^E~fp^3mahoJ_#f6
z2e1)3J|sQt4b$)&Fb7vdXN>(R^upaR0JAUx-G8Is-~iYHm%}!A4{V3;K-UuH6ZF9m
z9rQb#1f%d)n1D&>Tgv`LJUk#Cek>lI^mp=yV_+Mc2HW8Z=(?445BlKGVGw3u6uOR(
z9u9*oFa+D+3fK-Cp=%lQ8v5W{FbI#pDD-^9xWM5s4P*a9I(Q#+EoVD`KA43;==zv+
za1d;Q^I<D&ggN*sbgf|Bg+AEh6Vk!qFbV@O0b{TQJ_Xz0LD&xe23@zY|I3peHozd<
z2&3>#n1HTM(nB9?gBQVe7=*4k>j(6~$6*k@1EcUGn1H>yNDr@sZEy{2hb_=`JM$I#
z;J^au;S3msF_?hcVGDc<w!wE{J8XxpmE`Xz6nt<z48jH&g}Yz^x{fInQt)dq1INM+
zcq4S*!MuU>@Ie@Y?Jy2|)D#LySO;6-LYRXqp>q|-bI=Qqz#tq{OSy0{Y=Y0g6bw5H
zg)F=q=HWr;xs&zv*h0Y%>tGnhVH_TYE%5ao)ECY@j{3qWJxRBkeuIAa9t^`_$CD0*
zU=ltL)36QZ;Cs+{7yZ+Veu5zwgtx;ed;uolTl_vm3Lb(PIO0U=3pYVeBgci%5A!e#
zd-bMVcs)$QZLk$i`yA!M2I%}2>k0J2QGMuNc=G2-2Va0mxV10!g&)Hl9RCH<-A%ip
z7w&;UcmPJ>$1nk>xT!Ck3p4Nm*a7!K_dV?PPNKf>n<p0v5qJk|g!jT`n1pF~5awXZ
zDU`cL&eJIu9)tmyhY>jKRMNvmuo<p`Y1jsHa9zJb!S!wSqtFLmg+cg77=@p}1U%_9
z#upBSZEzZFhYirRmhA)j;AR+vtuPAr!vy>Yw!pp~(!&T}_u2thLicy5H>`&pFa&$>
zeaSJn5GLh)n1-%1s5cxAoeAaz^umKM2$$ATF5C^9;Dj&H->~lh<};iD^RN+m?&bO<
z^urfn7`_hU@Ew?hhxtm}H0<T2T<C+&`&hrB7cPSV*k>T+!T?Ob2G{}*!#3D!5d8(c
z&~-oS1gwXvVF<Rs7~BJ!-~pI|L-`4fEF1;%a1QjWqn*$XKZ0TC9!$OA0GNc$uoXTJ
zv+xki!?(|(-Vbmc3<h8xM&K!5WuCx6uo+H<X}AXFU>Z6f<ha4dIK$B}2+tZqz2SJ+
z1Vb<dXTS`M!w&cebU(zp2<zcq7=j<e80>it>EQsFf_|8R*TW7NgYG8wJFp(6U<mdY
zN_x2MT-ps=VJl1yqu%fX=zQ4Wc%q(q!wd|<BQOe`{Gen4E`}{|HEe@DhcjMqK6E|8
z@dot4f4~szc|PUBM`06u52j$<1@t#u4fF6J=y{a!fPQ!ohG8DY;n0!P8(s%n;e9X*
zCtpat*K=M6z3>$nfG7K@H}t~<ybrd(t*{MF9z}n_jnMrV;|}X#kI|G1=fXH#50mf+
zOvAyK&|h!_bZ%fBfL?gg7|Mkc$5Jkw1`}{2Y=Jvq8*GQ|@bdxs>v5j*f<EXTM}NV~
zU<}>?o8YftEBpv%VXyJ@7xX|+lJgYkhofN_PJnUv08GM7uoY%u7G7}~>0uapp5VOX
za_S9N!3aDE8(}+ahFvfX`&>c0;SA{7$odX_u<w=36Zl;ig>5hakH8jK7o^>A3~YyC
z==v_(CG^4Hz#w#7MS9p9CZGql!1b^VJ_FlfkE<E4O>Bp-9-ak5&<|tqde{W#!W3K$
zGq4GEz>U!TB-<CPhr3}2x+l_aa1>0!Ij|M}7UtlvYpC~Tj*FlV&W1r4gHiYrOu*2!
z)EnLh+n^^zz2Ri&`X1XG^ud!RQ!X3~WANN>P%fMbTjBFC3tM3xZk$58X4V53goztS
z2VaLx@O_wqM_>l_3DaIU7P_CJp0FN12}5u{jKTC&%7ryIQ7-hrESw1Qa4Ga`VI6^f
z_y!EanrZYGJQF72G}sESm_dKR)zJAg*P|lT8*YX{7@bAAa1(5TdteIon@zcJG|a;=
z^lW8afqu9dhT+X~n4j=v*aCB~4SoRI;h?$n^Y_UI`rvXHgv~GtPnt)$a06_GhhPp~
zGoSiC!}sSwFZ?SEzygfGi8oU&oC=%ac9@2HVGcT@q<@zFf<E{$3_)K5{R9`nB<!_-
zbn^Z;sV`gxT`g=six?mH0Sv*Oi|HrW7dF9*VG1sV8MqsEz~M3K`yBHN2H<KKfltFm
z_zrA_T`&z#Swel`B<S2mKSM8k0|w!wrIZWrhD~r2Ou^kS1K)-nFb~~7;JUza#s|)a
zVVHn%_@fn+3u|tpT<C#0I0!noI~><SFI)=)a374oE8>(3qc8;@ff@KB?11gi{X^Ez
z+vzVj3WnfZ7=ul)365FG_`)#E!i_KwTcGE8#tr)6VHk#k?x4Tmm9QCp1E%3KFbC7n
z`6KEHy|4=gplcQNhJ#=uoCBNT2AGDsU=DijBz=nY8hYVq7=ROC1jb+^d<M3_S700b
zJ#2?xSj{~7v0S%he!)pF2(vH>9gVab4u&Z>9A@AO*a6@F7X9`D{dqU-hTCBn?uK#r
zUoZ(n_fT)x0CR8+bpC|%OX!7f!T@xvq26!+Y=l!_GmODBTnTgVS?Juseg%4A9tL2K
zZ<8LL2OHrfuo<p^X&6{byWukE`YGcFeegpVf+v56@rDy&6MPV+V2=dl!okqFlYW9;
zcq<IRtuO-LfQ@j>y`+P4U<NLM9dI3VzsNYkdYFYFc*1>@3q7z2j)5r{gc*1r?0}n~
zyOrZpSPw6`pY-rv7>D~|GyDLiVV`x>8@>ZwKcl~(4>})UoMB%Wg+7>oLD&MPz&5xA
zw!@d9>m}wj^ugW_k{+G{qi_mLz`3vm-VNK}I@k_>3|%ktY|KN{8%}^>I0MFEBTT|z
z6ZMAI!yH@&ox8{ndf_G*fV*G>z5yFyzlUizJP)Q}1m@ss==?YKkI)NWfdQC@5!mAq
z(!)B~49CGVTm*A)6?E=qo<J|$3IovlDCyxa*a%0%X7~YYgI`!ryXAf8dWH5vAAAS~
z;eWy?Y<P_EhFf6@{uyTAzzvKyyc)XGT<?H>n1*5a4vfQokJE4PHJFC(B;~^X(Dif5
zhdwv~2H{*7g^OSUHo+G74s3%T!*=L>g7ka%O)uz!D_{_Af>C%7Cg6~b)EiEK85o8g
za3gfT%5_v&58sC&*yFp*bLfRla0E=j6)*$Wzz&#%?$?-qupaJ)A((rTcEc{1gx7DT
z-EbRhhx?%Gb@Kfl^@f+jAbcIhp}U!Ma2RZb<6#zdK<8fek54hqurCb2%V7l0gpKe;
z*aE+>h5AB2?0_4g`xji#g!S-eFa$4pnsjgtY=&E48t#NSIA<&MZR5Ba`ruv|gzvy8
zJOUH&l<!k690uFqeAo`xK-a&szC$0}`3&jdhcF5Q&ypTaf-P_wY=hr~?eII$^#<z^
z^uhOF5V~4O4_|{xco??AKF`r#@NAfeOQ7dX<`MM6%`gmeFb+Fm5)Ro$dgzB)I0fcm
z1N6Mby7vS68xDmL7>5b?8ce}`Far<64)~?*^!G1m7p#Xd7=o|D7(5J{V4ok79`=VB
zcp>b7S3vjM4#&f=9{wJN;6Gpt9{W7$;TbRmC&CQ86L!GwLHDm1A6O6j|A_Q(6pX<j
zY=ZM(3NC{g_zLWRt`zAr9ACkD*bKw)c^HR>U=liiOuxaez${!3^Kd`({F?rJfqsMA
zVGO2W6Z|_&!684PTo{BMa2j;)<9^8w#tROIVR$`^!^JQOUxcmj*Dwpu{wdqXZ}>GL
z=!1t~5YE`iJb{nH1a!Q}JcG+%8+;zN!#&XT4$q~uQZ5X^Fl>Nvcn~(jzri&0{EY1b
z`l0i;j2HC6IWPd9h7ouGHo^~JGwk^i>EQ)12j@fQe&!SO!h2x=?tu~b8`uc_FOwdo
zU|KxP!D+il|2y_S&<o#!0eA#P;Lv{~J-i+^!*wtXTcI~gzwf4>pqs9df5)tt<Tz$o
zpJPsQ9oKW+F|32U=i$E*-_93?9><H`ea81b<%-XpaBI(1j*I(Uc-DE|0laI(1mFvo
z@jR8haY^q!ch`(PvBw-TvU~*Y#*b3{a@#lZ{sFvEm+tge+rAl}!GA?fAF+L!_us|$
zQ~h<e&++~{_z9}7x!eelHp;(aR!j^UJ#bv@x}l>TwQ4_j@ypib3pdjb&cwBWVjHhW
z)ZXQ+4If8N5)<UV7az?RCiEuG6|&<lyQ{YLlHNvn5*OpYKR%T&JUfuMz;&f@8wVES
zlEg)RkuN;5l(<8aOXI%1v>2Br?(IuD3yvD%_RO^7#!>E(V~TO@#62_CitDNzC;j0j
zpVi|!3(I+3Y->%dm`^?aclgItPgynh8zJ(pF@M6$qivUV7B)fW@Q7V6>5qrZdP#YW
z<TvQ@&H~+LmuC)-F~6GeZv5q{uL%_ElP3RB_$c0ag;I{xX@*%R>GyWxR(Hou(8o#p
z_YgNj@|#o^H`&Zj>g})P|E}mPTng-d8dI!S7=I?7-LUPYPP@!J<ZY>!wEuPDp60c4
zMp=1J*yXj5-(^=;E>G&yhF@64x8v92b=!%{$$15S4td$_F*{K5_u=>B&sP0hyM96Z
z`&E1te*~`^=L9~7m+i<d|5Bp>DZd5ZC)imyN%hy*<+tH`;C1b5$8)1k+dkK^^e<l5
zJ|F)2Dn5vh;C1bb;wRyC?MvWS;=iu8uV#|ne*BN|=c|5^(tdm!UfX{B9{e~pea+}%
z{;nQuBY0i?eE3tY(&rz<_r>e-kK#w*E9LK{P6>Pje;V6qar`ee*4WRPtA)A0NfGz;
z3HpA>;2ZG0)OL=u`>6vz89z+*x7gmzIzJy@ulfbHug9;%>-sr_Uxpu`roYinAH%P}
z>+08pkKlFnOW~K|b@j{O*Wz{c>%ceSb@g+z<Gvf;N3H*rcKz$|QhufVv5aE~zY0I>
z)8jZu9mhCvYp>SVBZ*Job=y-beg(e2TF-CT^~~az;dT9-$IqxzzUO$xp-TCF{G=-7
zhw&4ulpn{B#1B;KKh3Ux5`QuN3#y-B`&Rrgd|%aHW&14Ni@#X)?0=RJBI{`$AHeJS
z$AcJB#ryH6;C1U!7=KQc^l|*Dc&STqd;hv!|0Mp4c<uP(op|l|<7@D`?I4eDxu~;n
zky`#TyL`_H?3eLhRQ*KT`|*!%=_;_C*!91}_F?==ye@qlzZkC@za)MZUfX{BwfL{7
z<txX<S-d<is`GjLZ2YNe`jB0JkBjpR{O464w7nlc39swlFg}Ra9oNV4qpSENz8<e_
zKYjrI9JPM)?fPZ$=T`A~tNioS^bK};&xx#Mq?hBs;{2>J7jl`ie*7c&FROm4oj#0z
z3_n=)Gi@KoZ^jQ%{XE+z@!Ro(R6pJJt@szJq|f5hRnq72d+}GO`PY~`N@<^mj_;_F
z-jDwnKffgXETe*wK8z1MUAg|UpNLa_oa4Pt_7l!n>2YuE-^@LQ<kL((*Kk~*>*q8+
zgkN7$kB5r&$l=@Y=c+zx_oMT3oS)JT-FD!`zgWcw@Egfrx1B}sTk*R58}XZ~q;JMQ
zi@!vzf84CU^rN(2+BZ`A@t(4N9BTHX#I+OmF8k$+CGPuWabL6J+?02Ob@N<_`$bvY
znRc9?IL9@eg<Zh;2PMupW~)g_4W(RZ|9ax0oaZ?Is>HD`s-00|G(_SO#AUDTEZoR~
z>U7Pr&le@`+8#!n%!d>QCVi*yc`{zx+ogHIKzs&29{*$NU-Y%xjf#u!z-Mph)XrNs
z3*MkGpKBwwn7-!eV)^y>=kd}%MPKVP@|Sjm$p4iaI}2P+b2x7-ZAZ=PMm9#j#EEN|
z+F3XvaSO`g+RZp){!^a+rq04F;)><fm<I~t)A-f+H6{M8VtsS?L-;~TeLpVthm#%9
z-szo%=_TpIMtW(Fm-Ma~orOs<E~}M#n%6(Z%E(AukhtM<I|~oVIR8nBlk@$%?QxC~
zw|PFFucSWCn%O1eT=TKnZpkl6+{&9f3!g}SUsU2GzYpyEr2Uf`to*K2;^bUg$*-Nb
zAq)7Nq2xDJiIe<Zwexe+AN%>7^Epz#CzLpuhXa-QPuxL1_k0fL)y`CTTy3%cBE%h9
z(pk7b%6+da?i{<^1abLW`8=bP+h<NmztrwG%a!p?aX=W@+*R?oNBS*8KI@m8^VfM!
zX+AZZ&Hj~q^5o-L(OI~Q*Y><xX#|M(u;X5ZAFFy(8`ow0_-6d+s#mU$gz=m4m#e<U
zylx};$MJ1=E~hHx|Ekz;N$S^l8=oshJ1;3~$8NhFY4RD&=dCNPztSH$@)?HjlK!8l
z<Rjz$SF``6J}wT_dOcaWU&Z_IJvH8#|J38Pm7M>|_-$0mk$H2WJ#S*fy>~}v;W~+X
zUWt?XTxQ25iF4oCSy(G^d&=T&x93BeddcUtr4Ge$yvgpL9DaqyOByGBC4RD$vtKDk
z>OH}(kF<Z=T^tX~e9xD~onX)R5OGO9pS_*)E9c<3rSo`8&*J=wb0NojzkVH0;wR(Z
zWZa7Fs@-c0n2bj&zUPDbbv%oogx9U(dHlP0-8$~UAAZPMpEs1YqefYu11Ix56rUg0
zt<Mp>^I`q^+=!3jFE43lpxDl4{3DN6UZ15O()f2Y-kATiqu=_@LIdah&gYbNnCtgV
z-Pf;O<TLHN*7`kYo;_|dFO~JXp18Irt@U=C5?8j~hKbv{xwEiNw!6tnoaA?xx!p<q
zr2T!Kvhur2i7U&mg}8R&{v`A75hYIY+h@<ejFkI*YyJMU5-0OnS-<ndZGXmEzuU{>
z?EJi^@I2#l*81IlzTGd9pR#@jiQD@FYyG~gEKXU!V;l&+o7Ar}P57+FOMj&(XZ#PX
z^?gohIqLeJC7->->DKo=e#rCs_1(jX-6XtjefQ%h;&tnL7{3CqTi@f9KkP@=`o6rZ
z9lOo-OWNB^+&<!r^?QvHC*!WH-))q)`*D50w&Qncyp-d@M_;hk?|n)+GS15ST~FNF
zpIGbnAtg@gqpaW3{vCWTgRy>hmBlIRcjIYnpF8#IcQbwv^=4VM*FohvL>lkGPf)#e
ze@ohxqaIh_7xCKJ_vVuMTVq|nH`-4=O~h@Jxc+5v&G!DJo<*l0^RrTYB%cuZH2k!)
zaHr%mv@D-n?R?_o^BQrw^UoyyLwu$4Un!@Raz4U;Pxf1*m2%8$#*fOL%V<Awi}~J*
zUpR>iDRDBc|K>C*B<rY)i9VV3(_MByTlWzqA0I(SUgmn2tY;Y|9~t+v%=Jw236W2a
z-TLE^7(spTV`Uxthmw!f=K_1(k@ow3-dT7;;->NK6y5hmCGH_RE=}B%uXPq)lzzx4
zaZ;~s_Wrw_xca@Fg?-e~`Joa=el>0OxVX8Xc96IM#1+d_u3y*Vb9m{KqF0VLLiqRb
zy6bW=#C!Nk{Y(`dP51*<d<wrGzd$X&#=P(&=`;AVe$iRDQ1#~RQscO_13w=BRn^Zn
z+b?Z$<0s+!OMf1JOKHEm?f&$i!TqAP&ce-VKGK)d&AjAo$uB~F3F4Y~?evu9SF_gc
z_XPQUMBE5T*ge*ZZQp|L^Y3Nl)tD8RcDLcfcwN7?<FCi-t~a~t%=DM2<y+SoB!3@%
zCFv_2XNwQw*HkG#ieFu&d}+U=Pm-7O?9zUc{98!xe53Mp5b<sJL3myL+VKxQTKRgL
zjFSuhInuwzYv;wK<=4Dq&yRZIen8w7nIDssIN9DFGv|lYC;TOzPvQG<X7IW=p33#Z
zIDP?MH(p8nJbb17uhh4-j_bEp{>~*zJ!B3l=V3YW*+iUfoprLI@5NVIXQdtTq{mx$
zrm@`)<vvRQ{|0`j>TkB^Z3O?W#!EXIsow|qYkBRwQ)!2>j!UNIcGN=LslT-1?yVdr
z_03RTfVfKgC-EKlk@z8!arbs+U3ZoGxbc_a*B?WD9#hJZ@%@fHzWy(>e}7xQPKNP2
z@nN-`8uJE+)FX~Rg5O=@e`a)?_#}S)uR04~Q~g4_Ut96p@RzE-W=t`C7QYWaTJ^Wt
z>GM)PzS8z0{ouhnGOY8`4=*eIAp4(w_Bt3KE>E08;xeUiHAn37qGX!+b*J`zLIS_1
zif_U1z;jw`kDKzGP#eAlUuk<nIohe`7W~h7?ffsLp62z+pGr-o-`y;bfqnY>tM&NF
z_;ZOZ&L8D^atJ>kf1c`<`wB7q$|}AI|6rB!Q}`|TO2>Or{|r8Z52@wXm>nhk(1Dll
z-wLZ<)(rDe19{iz2M-H^pSV$Kobue3A3p_OshvL3gej*1e^m|r{fW}wm)~2PaNc!n
z?ZxIXQ+Ig@@=N?yzu#_=1?oZl@mU*w4e38o>nrX0t2qa|%jqC4yub3iH^%==)>ZsQ
zHJ_Ttj7-GW<8%0>CH|X5AHt9Poqqj^;fLa7y(`Y28uP}kj87Bwi{Lj%zx8P-J^ol{
zA7{3b&%WPxYVR*)@$XjgdHj2LhRLpnb^lrF;la1#8>Ais%jyxa>k;4v*RTVX>mm6>
z$Y&(}7+D`iD*3RU)^wO-BmJ5nANL<S3#)i-_lvn;Nj@#)6T_cWOFq|>=2LsTeLS2Y
zZU)~Q*Hhx|DvSHXtheMR?H|MU$sI3oZ<fX7?Km&>@*d**8l@jjTVRie><<>$aY5pi
zwRaXCmALE5;?~;zCErN?{s)!UDd~qM{6USEdZ#ESi@!zs^Zv4OrrGOqmbd|jIZl?i
z@0Z2Ru;ZMRH~+6ZzbSFAl*OH4$N7kB_>l8n>95}_apw8f<uU?N|Ik_NyZ&z8|FFmL
zjpFtZ!%sZYS(r_%?WY%g6aEprZXHiik9GJjN`3!ZsfUb5PrJTZ;#U5nv#?CYqjq8G
zxZP}zhm#Y5-S<|$&n*4zr9Rv7xA59|o|2EOEi>);8zi42#1U?{%e)<GoCib^v;T+V
zMybzOB_FBxWA;3f_UAt7EbNi;mX*fU7<(!6c&L@Q)p@R;81tYsuJ&cSA9BPE>ay~C
zt~9PYKN&X{i*}m0X}q?_<p!gH(hok`=Pd9%qtriLnosS|?D~g@+j2}-VV}hPPg&gS
zcE86dFXZehOfD(!+TuJ&;uH8UtKPc5F7;`poOSp^(*7aeEFIt9o9&l&<;Z7Jk1p+c
z>pYw1o$w{+lQOo}*h%q{kB_)Fh^us7DfN->r9FiIx+Lg6u9SSNXL96i$tOl!zvH?p
z9xqEi@;$g`;qT$KGpMvn^19ugZ}NS&Yl*v&xMF$Mfxna^--G)aeqxC?ALNp9<oj_y
z!Z)a1%CMdxk+&sIzIS(2Po5)@eh!z`r`B2@q`V*p)T58@DqJcFyW4Lak4irBqhNFK
zH>qCAv#zno+eZ5-ZxeBkNqILb<;ixEu*bEP{Q922_x`B)S=W~&A8G#({5>)c?<>n^
zg*^|Q=kPhU6T1o*sQH+WI~(KW#c##y#yx;f<ExE(cl$et+a>kcR#u-M+4X56zeJy|
z!dSIF%6+#KemkDa*LFW!$8ItX8L4j--+|wRe_2gmv$MF}xjB&={rRrKD<$4M0havh
z@j3j%C4OBoeF#6LuinS-Z{bI(>E)p`{+9fk@Q3ijRc{_%89s$~d_kW+gYSpe^-l-B
zZx!$6z`mEp%Q)8KYw&5ce%3K<%?oxr!o+PPPB%Z}_?`Hx)O=)n7;EMsZ%cp3_d6dT
zuF`yv`pEZ2JKcOQ7O$P}DDz74dfTo~JNfJ&uF`&0%5e?jxrQp<hi}1id)c0M%JYUn
z{6>v8=0D}H!_Sp^wwKk@TGyo>P2}?yak}}H!jJ!=-e>Tw_^4XXnmI;CNd6so`955o
zcXL7$!pk%(u4BsejCy<oPd2u<o*$NWh7e2f%X#h0m$lP+j#%R2#Jxsbqr~-GWbeOZ
z+*X+5CUMQgc~7R_Wj%D4#;M0UZN&9HrK|9BSzo?f7WbmPzI0IkmVRB@`$Fz|t}~vd
zf9|gyUxSzP{bK*rd{XS+5dI+kF4fnrG!|~@{}_J!>0O22^4d<HDW-42zthO~VX5By
z7=XF`<NrYVfa>os`%CiA;A{I=9$)ECY5&!D<2k4aW&NZ)2jwB3*=KYW-Xx9l#?rW&
zpWEdHxIlAaUFG9GsZRudGM>{7yS+2a^irQj%IS~aFXJ06EvNP^dw(b2H~H3=DzAHz
zk9>dnA-tTII&Uk@r^dQI!J&ntgSZg`x(dH@5_gXh7qrgH_nP-a2sQfK%R>C8L0yIC
z<c;EfeXG#`$xqrZ-)DUKvE;X>LVm7e&Bj{!#mH}}ukv+R>8~by6whg}UEXxNzf<`1
zYW@AE4E32r`UNC+9=o`7yRweyq?|nYY#^?$T8^@wdCq4)T*dqGE35c0ej)yLHUAp(
z0b?1jIOV^A|GtdF=S%BZ`(1MkB(9mbiRX3|cJkUezcj99yWKDHJ)j4P`(a6WEk=Ok
zBi}C?8`f1=(}R5CN<MO2b({Hooy57xCo`g}a9b^LePSj3SNl!#JX`wD&y9+~{x0J>
zcyV6TK3Uw(!}x6%RlYAN>Erk;ejTri>1)1Y)K`2G9~{+H@%pFKvz2<zz(2ujXRx%M
zHRj`=#{A8Z&pX7eAkHqwJm8RgocLiEb6h6d-;GK>=6P*O8YFS@eX4s$(;kWYrV__`
zT^q2s(+~%ehcBsoTrT;<$Y;oyuELX2_Cuxl)I4gBXOev6`?Y^ZoL%pI#qn$<pU7Bi
zJfBkXDH~5|fBN#S!s9ZY7c40q&j;-Bba6m7;wt@k`tUDJC_7%MxvV%|^1BM{c)wa-
z`bIvYB;y&y_q@97I9d68QvyF4&uP2eUh7;$`mF_j1^xlm%f9j+v(MyhiId-bND=p{
zjMEaOz2<nn*gc-|yAYvkx(cUA+_#lD8PDGKc*^fT1SaXnGeEso<Bju`EoJ%KZ|4&w
zpN?z03h$})ulZwfJf;0RL+rO?`}~EHkNKR=jor^#rikmB(p5OaN!)cyOULtz=DH#M
zou#}ZQ@aXVX<u>v)PB#XkoY`)<+QHCH6`^47VG0-Ah+YMRlW4L_1R2$Tk;7ImnH7&
zYMe5z5xjf4eq81EF#6+<Hm)tycMWmBk@0#!X}3A9zmSF*<4@d(nO%iTB<?9CPR8|o
zdpzX#HYP>73g0NHcgSeJN7{A~>p%WWsy82tHQMdR--qWk)b3y9`Ta0HiP!DN;`q%~
z(kJoTtE6wm%lD*zQ7zwkE=2kvOZy%n{hhpazFOK3HOg}sPA>2tChiI~pPF&Se(>V^
z&8plEWB*S*>hSl=`tlp49CKW5t{Kv&_7t<*jqOu@&*YA|U4_5Maq7TZOXu%@n8&G7
ze`){to4d^CEtV*8vc4(LTcoMq^|$Efm;7GJH2l}3y!A>xG9SKbm**m%TNZQ`J}2|0
zO^K88YRm>mz3PbzEj0JD&YTh_+s4yIw;AmW6L;AP^SsUZu@YyU%S(65Jd@vFi4fOM
z-snEQvaX4UZ^lo>_g1~N4T?|WgLvKfN)8{clD~5_{fDn~-A3~F;%~?6?h^#ae>I-N
zN{6$@GJ8C&a~<9`+8HIE`>NC<fnQU_x8S85T|czp7vgpO(2ie)m*c`>KP%6T$nVv>
zg|D>#k$#ZhvDuGbRg&JkKOsJdAIbKp8^<WV9?xYdyL{{UD@mWgkE!BY@K@uxtZ%1R
zu0OZoC*x<RUU}Z29lrtpdDWZCy)j>1_yk_+@AN3+SayA`p1767$@K_lof20zuft>b
z{1b7y@rvWu;BQvzqdd=&#AmGf6vxY|i)@Fj)Z-0&RO;bX>LJ^qa(<N~u5a9$pM#aS
zviT{$AJm^X-Td(38}PdM5yUUUuPSMeJwKxOcktTr$G=y_x8VPV*N#6vkJpYre$?$%
z#veZvZ;ZcB>8JAXCvE_7z~LOK#FdYKfbSV1PCNd1A6`5D_+?go%Ew=}msb3uD*0#e
z)2jG9ega;%-}8(!%fF#yJg+bA7ybBDmHLJ8+ce%wo^i_Gis$g$;jCBs(R$`fij{UY
zlg|#~bp4pdZ^7%<y&V1pyzV%}Ii9}6*GYlh`ycbRk5RtY@}pI6PHV%<?>uBluUq#b
z_<i^RYI@~)!bbc%cwPIN@q4QHG+xG`mzuwM_+r#Ahu?_ruljG8`)TQ4Cp*3*-miM)
z_{fWw{?~1H0sJofBsINt(?`ZRg8vX7RK2WGW6V0p+ft7NaVM?RuP^dDVQ1iV{nUm(
z5w9DEcKmTwyz4T)2S?+j9X@=Xc9a}1OFPU*OQab_J3_<_(c~lTjNu34D;>9rZ^HM-
zpDr18&qw8XwiMoj=k}lNt>-r-ea6aP=R5HAq}R<y_vL(!t%|S5kEl|=5dLd;-8jkb
zuzeX{>AcHmKR#3?eF{GYf2G>~n(@VTDTBWSKUnq3aY6@vDPA{E+$@L-@dMTL%J&k~
z<8|p}o`lF>(i`jA2>rSiC!bZs>G~;&Z@}x$D_ikTRY{-4KZMuya~_|rl3sq#?)fU|
z{rDVS*N<WRyLeqc#_@lu;*<C%I4|Sy#h&NN^SG_}m+%qQ*O(7t%RI{BYd9}s`M1;8
zj4sZTJpN4l>=Hk{=shf0bE)51s#mU``tggZwI3g?;^X+)c&Te~JO8@5CdzwB{0#h8
zRj+L4t$3Lqx^*IZl=Aad`MUA(aAQvDuk(KVH}Sgp8^%w=%XUy~pYl9+9KWne{z?2w
zyl$Op#mn}it6vs>H@=rzzOrA;<7GQNRrTiO4`UtoOyId7{JE;P?jy+f`0;T~`96G@
z{8x)VhJCDGSqHkG|2x^bC_t>N8}fUN%kD6@C+7quzU=rjCG{e16!{kWmHkj{y`7&i
z|A||*O22*P@hkAU{`Fi<`|!H?=f|(XS32&J_JqlQy;Z(*lD<8S#H}UHIG(;<iBpcJ
zCBGKpwshw=MTslxpNv(mk>6A$PRURDCr|x<M1H+_UF=8Yx`JmS*QfB6+GmVE{`o3C
zjNe@)|2TeomGnvcF1&93wc>w?_p9}19&}%C&f-77e_r+0`L5A^{2%bz_Os)71Anuc
zUO7MY<NMvI@1HRKEd04@dS&~G<1fVP>Yv0<#@DIomE-bO%YR<=O8c_-%Srz^)n8$+
zuX+3kyl(yQa6mf>{}na8bv@n~fBdC*UH!xO2)<5Duhc(od0qXJ`0Gip-T&cltx|p#
zFTVpR+fH$QE1y%!<JaT0<IjcfyYbrb$N#cQ`SN?IAK-QEi{lUAxm<16Z>c>#Nqin(
zr+TITS}m`ue-?j;^g5r%zk}DE7kNUQx8Y01S2-{8<3Ggfjx)pfkMVS~-9F{KD314W
zAD7**?JJxY$?wHZBu+OE<#%Mif!DP&hrblBJ5F<6NAXp>7k{C~%iId!hvScSUKAy6
zt|lMZo)Y*O8gH!sv?GjX*>*T*DC>HSwNdlF<dY$vM&fk+A-|`)2w$l`r5yQP#yFnc
zvBNoADM!X;tUW*FcX&4wH<Y;I_GLXMBl*bhIX>T=&mw(3jpXwi;<%k_=Oc?ae@Z^h
z_z&>Ut6u72K7t_c8ts<f{atof<#tKGwBuLf!;+x;yi)l*j*AnGm++O^Bk6tkH}JZC
z4dPqzm97`b@lcfVKf=d&?Odt!NB6U1*0C+xXm^r$f1~-Fj5DFcOWWVH$01F*e<tp`
zlCapW4Mu?UUygjD-|8xS$ZKaySw8RE`N;1b55K$e_G+{rKNo+2T8{FZWDvg^U$Q;d
zm=Eqq`Y3)IzS8lQ)H8wKj=xdOU)pLu5-jf;<D4SyJ>qoRa|VAv<E5Mq`fERa8n2yg
zN`KT?i>p<RhYh;#J^JzX%Lb3Hv>i!%!}#OzBY0gL7wh<6>Jg`&1MsKTP>;8ideG+D
z&zbk7Bp>;`X!o}(w^#B>lTUBFvAup&nvc4@wv$giadSvhtdDh}T*`4xp-%X-Rj=Hi
z@Zr~1@j?80yl(r5;_t@m=0^hmJf7iE>Nlx4k6ZAE@JCw*GQ`E!>g&;gpMlqHr*8a4
zys@1+m)rNVG}~!__=Cj%mTEiuDDh?6sr(N2L*LPFr_%nu32QqYT9%KpoyzZbXNjw{
zUzKr`-}UZ&ufCr<@FVfM?a&=&-N7GiJM<H`h`4_0cv<HnQjah`s`1ABryjHM(};CW
zRN7m%9m?;HZzN7PujKd06L{TrD8EzwFkZJEI`Q&*-^O+rQtF{>hf-f3ahvY%D%>me
zjhDvN+-0w$Av*5Zb^7|o@P8v8U3;4Ff2`u=chuj)kE0&;c5GkQ$>5LR_m=pd8x{2M
zUI%^?^^@1d^vZP?_f)RE;C16#kAI|!58>D0BWnK2b*UIWgYT<)<+-~i{2sine^U4q
z{z^5yb^TMuN!ot^{|c|2tIEd7`uvQvJx@OI2lVsCa}&QSfY;T-k6(<}^-~ysOBEl-
z&#B^*_!(7vD?W_Z9j|2ZQM|7HdHj?r`Fo~uEw_sI<0n+{Vf<zI)9LHtJX5aY$MNIw
z{Z+5rmr3FSn*3#)rTwGu*U0sy2bFO)pF0^RSA%4nbL2DkLH#&6r_;}P-F)@px8Qa2
zHGp5Q@lwwSel31JuZ#WAy)UtzCz7}Xac#sks&PhJtcON<U)qx*Ztz1qx2DEf$4KHc
z_&U69J?y}rg|F1_QV+M4zp>6eqx7rn&y;n}KZEBv$frrIhxH=>l1~_4(^R$}l03@p
zdo>a_h`2;aKITJxl20@Bc@S@G&)drCqioM@<TK>q%Aa?Verd-~#Sc)+p*}Jt#k*#5
zy%w+QHy?f;Ubj63@n5gvqxf+eFYQcFzk2-1$1tCFDeW}p^9kMaIYmC+NA&YKgYS<o
zX{U0(wF6&=AEfrfbbJ5hjxZkhO4o&?p7o^n;UDF-^MF!M8QXj9e8S|DB(7d9$9m>M
z`a6!_j@R{f62B9Fr<%UTya6KVTk#&g&qKHVX7ML!yqENO+R+DZoKNSKc9fk@duMT-
zj5yu62k?XNx^_hHLpAk~b~NJ8(s-$7Gwtx=je0s(*vF$~^=u=bAaS~Sw&O?Qb@g;{
zBWP@u^gjGByly;#_$IuxskqK5#}!fhx+?i6@GGn2--16-C4C$I4ZQ9+Pul+;{y$~=
zaw`4EyscF}FY4w5Y0G2!cGTlH<8}QU!mq26K88<JN#BHDfj?L6N9DS4%1W=>?`QBy
z()-o)v{5dp$b9OcpLXB_ymtDOey~16Bgte8J#*QY5U1-;KjpOJjnCf>Rq~PkJYe37
zk$fWLv+Z$xe>UQu!Rz|78Na@YPvh^#>(+rBepMCkoJW6G@m_qaiVxr$@VfDc;8)^x
z?Q6tGtK{E|pIybL@zbjK9DWL3cO2&Az(n`GXEJ_X{3Oy3<aKeoR-Ok4Sn0W)VEY>L
zMug0_2<5LOy*!8RoLn|fHrn$fK|Z~nsN7GIPYd~cl<X?}f!EGurTNtS+TQPE$Y(qG
z=<3r!J_qqXkov4C&8PM$yFMN+{LlMt<?E8tFMj+gyly`m#;?Zf#yyT-h+jZn#eP+u
zM@`~iu9ChLzYYJblJu*Lj*$9g@$OAs6~EV6d>(&2{v0*E`88_B^+!*Xd57n8%C4X6
z<IAqc1&Di`xISu}`7v{29f{x*`1@6Fees#pqY?iJUiNQxKbY6FW!#(bXFbX1-Wac<
zmo>)vZgWW{`Lq$|-(2PSNBl~>?tYBx7QT-QuWN@7KMjA86xe;8)%-Y@QGO6F`Rmr9
zD1I4UcRZB9C-A!MtOfr7Ubh~%;h(|3uGUY+>t%D>khi6uI*1E?ud8sL8mD|ek-LF*
z;?GyTay`Bte=9zudMU@g4PlfMChmL0>Dm*=Z^c*IPNkkn{C<3;{*-yqN;@)mV>{le
z-;Q(S6Mjm6y~N1|xEdc++hbj~mU6uKZTQpF`DY%Jm;5eKkU050hv_Bxm?wDBo+v(t
zKS%Y-_LjiQ?=2i{drJ{_*3*?ge=Ox>@P52*9(Uk<`1{p*DBGiZA=@+l>Jo2nkM;Py
z_@ix)VdAn|_4SD3+wi*WDTzOXuQdMB&Q^R5uiKuo_>b_q`IpCc;&t1T=bM~AeE;a%
zQ-HV~#Ob!D2)+%k+nyTnf5IPaduk!>bI<78(}s8Bb=N7{@ja?|*CP6hdg#*o@Q14S
zAU=!lt<D?ed6Fo8FMh1*t!GkXJQMgoS4rPu<$s}?Ub$c1hL`%w_aYV7=i0f(4qftZ
z$B%!ua{FXEci~6ik0-tJHDx_9ufcT6Dk}NZFXp+A7X5QmA-o%}TL)tJ>+!wFt5{Fv
zxvVDqXnbGQE7wO;_+c6^?a0s$Fa8={JNGH=kTu%89cQ#7Pd*cfyH+j7`W`ZArzgg`
zi03lBUC$cj`FH$F_<KwIn&R<C82{Dhx(Ytk&oTE!l7AdO0{<1&E6<lC@nfp^R(uez
zJO0YzC*V(2^H-j4%i}M@>(&>~60>~WIQsE-RjFSXpTO(3hd6#k6`#b<#owmZzs8*K
z(toY^G``Y2k$E8Pe*u4k%;#+BJgB|KKF)P6WxL*1IUgy<i_cc^0sI?Pd<4G>uj}VV
z{LU)roAE7G(x>rTs-(~1*W-2DoAXxYd6o2Dd`#n|p9ADS8*glH`O<z?x3?(ytRqf0
z-xK%^8ZYIv;J=4w^R~Cg?(4|P=cF^l{h7GQYMi--Sx<+V$ANj``u{+`eR!7f`)+vM
zxcTvY@w)jP#yjwrtM#Y}6xWA1{w(|>%+KOFSo=V6y-wmcZP!0<(2C!Q*R4NU{NNwz
zpRdZ}1Nch&Bk6C?a<)JG@>->Sa^A6^)?CCShW`S@?MzkPek7j=<+R|9{fgr@`}$qk
zekDOZ_x@PFUbf&j;6vnD>@VxX7gCQl{2Ta6^IX>8cIvSMe~{PCK1w~Vys!3NXX4nq
zdUStVkl8NJ3ZAolp>lnsU4Hyh{BB+s>m&P^9mVc3`X@qMpP%TD^BVDI<Ihm@nPTrJ
zn(;ooZl0y_{qU!%>6LXphj-)8Q@wJ&<79z76MwGimFsO@{0RKns#l(i2;j%zN2p$T
z&LcwkQ}O0?GNs>TE-BZ^6690&Q++?R;78&6spTm5+uNj`_<GeV*W26iLA>sG*cInG
zPnGh0_=Q!<58~%nDL;x|S*830{w}<(AEo_CywQ)7_5GM3pQ$hE^XVX;rFi2y@T#(W
zl<UBr+xZ;N&-D5D@e}YzJKv5FcbGWc{A<KJU#fgRMz*tNd@p>-b}!pm+4*)Gal?tz
zjc+^NkN2qaL%BZhTFLyu>$Wo=eh^+aK0*8_e6{|N_QZ($193-dPm;J3Ue>p#72gM6
zX}yy+X7L|W&iQJ4t?L-#^Z34`*KJRpJ2)r6U!bN}o_F)(2jah~dg~cJX=j-HhvGTy
zayYk^&NJ)l$c*c3jl``Wu2JGrWpT>)fVEKGKH?^-<;grSKl&x_8tZL_xGv(jJa4bd
z%5z>F_;I`R<LqALaGZyKuq3^CV^8|69{*I8^dbC1csU*_?iZ}<!ID0PPghCbgnzzD
z`V>Bg*Ns~S|1Q4LxXHLk`#-`P<I+~v-`4qw#CgbP%)eRV@=jTtGA@BTc|M7_qy64-
zl(?<C%f7da@sq5iyac`t{}``}{U+mkzr8<|xD;`tUg5l_rZleh6!V!uNp8%4;zs;j
ze_boTienS}na42i4wtsC_H_IFz`NSvn7OC&^&lxHfPWCL8;=M+f!A%PjrgT_-Tt*1
ze-~c29jEad@K;L1yRXYy8-*PA<miVz_!zI9efZRMcTD%Ov+~@nw8woH>+P%h^U8X>
z3x5`|#k`cy#f9)E;dSe941XG4cf8Sr_f<)s!Vkmi`a5H#uQdOqeI5Amq^~p{GQZsT
zp?G8a@F@Kyb5Yqo{KTywu8}m(!DVsQ_95j(2-ruQ?zp58e+aK@PcuG;A3$Ek{#Kr6
zNaNqb_ffra{~>3UU+KKdOB(05xUVev*C_eZ*7EJiN8J9`D{oKI&LF<W-pciqa-!6u
zC*IiJMwj-Ny1g}#&vC!dZ*M95aJ;U+GWenRO5<ycKfWJcx4pUV=6D#d+urK&qwu=z
zEkyqF@y7NxO=+iQdut@WZN%%ww;8`3uiM_z_?`HH^l@>1DEB9G_?Pjz?ag@)&r?=O
z@5TQbue**Fz#qg{nqS8J$G78k#|hH@kMP^5zB8)ymwA4;Syq3^r-gi0w&};c4ZjS3
ziP{g!=Y`wx8}Pd0JJ%XM&xr4@rdOWF^WpEtSL$b(-$C+E;J?OeXF_R*^_wM<t+XRX
zK2ncL`G{}Ae;2Q-X9|BW{u;@!do5RvFEaR-@Vf1z1HS`b>AIPe@BTLT(eQ)S{Ab$d
zqxJab@w)nj@SCcXAHz%gb>q~8e-W=cUr6EK!0Y-igU{f@YW<bZxpd(B{Ck!5ujRSD
zD!v}yLH^qI;}2@;C-Wpm`S0V6d9qGFPm<(wgt$}Hb|~ldt@yv-b>p1H{}+C^nqK)H
z={&xG*R2bl@0k6hYo{OIMS8MP=Ha)Di6ZR`<LA<kU*`C#I8Te$T57)_M_4l78i|X%
zp`UNf_$Xdik2HP?ek^$v%TeyD<nSx;mF|m3J)QWrH?8%jNg0o_^~aas`oLTI{tn`U
zc-?jt#gD?Dsn&Cbxm`&;68LfWn^kYt!TQvuxqhUGTT`VT8T{%hz5^e}pRSgpJeTa|
zg5q-gS*ll#@9Ob);dS#Sgm1#@_GdBtBlt?^(Z>3R--g%C>lA(~zL#1*<^E9y{~-Qs
z)hpMlI`H4c>-O*N`?zmVrTlvQ_A2Fv@EfX>AHzS5@2%EPxlh=He;8k>e`KDd@X|l8
ztLf#~wCp*DEO8Tmsb5F)_y~TGn$L85K6<!8J|BOy>l6Xv9wAP*9!Kzx<14kt*#7Y;
ze5L(?kGeHe&wY5~cq*lApPJ*T4EgnYTR;Cg@E*Kwe!JIkod>ULPd)ytc<ubh`!(sM
zJu%83gE!i<>*(!iCcnEi`APq!@!!GsR>x79PdWT@yl#7PK0uxDy6wq}pNb!&=6}06
zPo(?+eii;4)mzVXh>zg!$M;daa(>cirPuX$GhW)St6v(wuuA=M_y_U2b=k><o<{t|
zYW>)rmRS2IFTNQ+UG+8Qb1kwx2JruZ52{|aN98$xiHj0<{I9CVNq;pFH-tF1n%~uS
zf2Z&R@RinADJMgFz4%vo?QB!#m(=NJc0PIXNfW2*SI<MNGn#Uwo__pxyl&ow@f-2F
zc^Aj8$Dg6LbBbNRq~&$_x8m<6{grBZ>$->3FN=R3uRDIq<DbQ!tEN}(dw80-$BfsV
z5BTvr@w)yC<D2oi?Iw=jgV(h$iBDB2zZEa-)0LmaC-IfGE14&G{FC^j&0Fuo4#&@r
z5-0r~B<>J#ZnZy^c^k#Qi`UKD1ob(9H|A|lKW|gyvnr!+cLqNnU#T3aX9qrt*Y&&m
z5soMEx_MiV58-w5He`8S{xSR*((C4J6TShjo3|<a9K3GcX7J1Kx_R4yUy9eY&;2Ot
zDZbKis`Oty{#Lwhe;&fG!|Uc{48NjE`Azs3zS6vv@>BTbc-`?`27fnR*Z&<>{<{8g
zujg~Uq}SEI9v{YY8_ho7P@YQ(;dfLiKZf6;@v>b?`<w9Fc<sz9+d<j+NGtjD`?bEG
zviLLbx_-*zeRy3zc^)(KAE&mHeaLOre$kJ=nDimlE5EZD#xKTmdB^T2*#}wIWaMob
z&qm_jChh`xqx*V>a-XRg-;OV-N6lzsM<MCc_|Nat&&M48EBLe2{H^mD>2K!-?)Tu2
zcHZS9ZYgoPc@e}<!)w<+d<b7@e<1ZpP*2JKIjNK9cKbTL^x5~!{i4LB$R|%+wRKzi
zB}-i0Z}j!e<9p$C>!jy#uJhw{^TUt-n0oZ1tm3#S_v6F(4!o|v;`n#*y7H6w1NeZN
zKYbyW)}?)|cxRRRXYoDomBwAt=ka~;x^>2rbU40<*R8XD{Gcl7!+0OQ(s_-HV;nyL
zf3$IICT<aNy8TVs^15-#;ir+l(!BFf59bqHFTkJ5>*6>n*O|Qd+wi)62;dWV-Fh0q
zudU)6@oVt9?WP$Y$Ls2!#&5)H+mDy}>GF4O<ah$Fo2Op<e7y8kv45=R24oxq_}TcQ
z-9L#EH|@8Tw-?DLfuDk(td?W0`NikfBrZkV+M~otU9-gPBu;l7H;><qpP`ngd|$ff
zyUdOKl|L`yBaNT*e<%GaUOPu9>s9x8x%I4pWH0rJlHWM;(;fFD@C)&$OM>qGfO1``
z1>b<LG>+0QZPaH5-dH~aN_~{|Q|i${KJRPt5%1na-{E!hp&q{ne?GCrdMeLVgz&$|
zS6UaPo-zDy@JAcxByq?6u6mr*H%;96#OcO4haZjCjkEJfwtxKR$*b5NYsN|bUi@Nw
zrR_`RL12@^F&)2(*Uo85ziZ|}jQoB`ylx&e;j?(%JV@d9<8|{OLw(-B8}lHl)TeA7
z<jLpStbYIC+3axKh#x__iv40e*Czeq$1lZK>KE~0d<5TLO|RTfisNVC2dG}TubZ^e
zSDHtXe=B}!mHK7zQa@e!d3>x&`JV5Y>H8c*Vcpwft?@B@V|(`FXa8Q`KVkez{3Nw~
z*7x5@{p0xUcwPS`@f)l7R(t}lo3~l~?RZ`P<?**x$=}m#wy$LWTytshxYLh+ko1*~
zA7r}-lmB{rE3chvlzG^_U923^r~B5R^hbjHyzlC_;}*ORUq@_lJe2Q4Y_q&>yJ^RN
zh4h!H>DeaaR*97FddlIr27iX?mFqD+{6xHNyn^^q_%UjF<vL*$KMk)t&Pd?Dfj?JG
zuUwC5!OyQ!ej9!=UfX{B^?2R7;lf{mH`a~y%6OHn8}(bbUtT4j5I&7BnKzP0+4aCU
zaqk}`PR6B~IM*Na{hr2uOg_4Kp2K(Gb^Ypmn(u2Of1UT@Pr?sS$3<DE0{Bz#*Q#Fm
z98Cm&C0@6GYQ%@|b!vKLUN>7_H}BH;F{Iaxdk%jwUYFjvmFul|-Tugn{{~*S-30J=
z;&uHW!QWP;{6_q|D(Rc?Gx56dN#kQxd=CFDyl(uQ-{))m@VfEy;&<W)tK*|Q4-mlb
z#_Pr}VtHNvH{!RGUN?Tt_~-Dt^l5w&uN%J{{#E>CYW<aU&-o0`C*w=DS8JX3lE#bo
z94PZ;+p}z^LE=Uer>kcaKLoEko=D)w<8||>#max6+79J8pEmqB(l@BSW?pfB)sAn%
zm#ojULq5VS?R4Q^z|Y{dGgY?!S;yhBU#lnXFmW-7ODl2R`?a#?2_w&v=8u)vUFo+*
z{9wFpemCPUz+XUYalc2s<<WjgpT<wZ>*h}mKT%V@wA+af;Ei?vEu}p&#@2NgDaY61
zaJ){OZaWC#-^SMwTdb$Djzul6t7iiLCh2wav<3eUe5Lsz?P$aQ6@RqziVotwbg+7y
zwAVw2TtnO}wLLZFgcI+_KZ0LY;>`nO@nQT2c-^?g@yGp1pMMe`#Ov~J#W&-1`DgJj
z;VbR$ebg^cKRk~&=5f0+?wWb*+s5-a#8>KnX>SmJSmR}UqSWUQelf3|A1UR@JTo^_
z<G8wse1_-r$F(W^nRwki%;1OO>nNwvJnXQ1Z`CXJi`_rqb8)2C&C`1PY537<dfFhL
z%#?lz;V;DN#wCUi;dSLV;m6>0{hY%4@w)XQgTJbZ@4!#Re_pM>a=z={&U#VB*W>>e
zd+!+?#nH8ESI<lhLJ5&UfDj@lkwwM>m}s!c#$#-glgS8-ZETC2bIu}1lT6Op<ZN;V
z3n6k68NOY;@4`|UKhIh3cg|VohkGs9nyYu;wJUaYb@xnp+W$}at4I62|Ka#Z+W!gd
z|EGR6miCXN{r}YNSJD31|Db=8_MfBulN098G4B0&;0f)o_veS7`%v|lY6Znl`>Q89
zo*%GL`-{^4zW?F)dbEEq?Jt$^cy%+KKC9y+Y5$!6aQs->zvw?4zl!$n`VYsSr2VVk
zz4_qpCad(H(Ek0jKXt<R68vsxs+Cm!q(4aQuRT=ucYhP;>62uHL%k;GXc(ySp~jRl
z<oBHX9Lg`j_U@h4vup~w_LZmo#1zLwYjdEu>y%Ud#Xy%F=r3lv<P$$}&y{sypoo@o
zT%gz?BYFjj-tKC@`HOq*aQb_B5_va3>`Nl|(@{S1Y=D^KBd_|4gFg9p2Z&)w<x~1Q
zsaz2tVw1{20b-<Ys%Zh@zTa&MhSLAdk(+u?o#5z<qPrZLQS`Iq^9*8vRq93t@z9b-
zQj3`m`)`LFo<@vt%9p9d0;h~gEp9m#U+<EK(umV8xjv0};F5FGh%GX=I#$Y~8N^t3
zsZANgMYp_>Mhr`${yvqY)Z?@&#LH>LRv&pFt+?nT*QOP3eB|u3VoFjuBCS}JRK7|h
zR`@Fam%gR$r4xJo<hgVr#!v1^C;I!#mFdJBe>pv!*z7L{rxWV}I*{kSKshPBxE3h;
zr59t9{k$N9SP>+*rx(Y9<gY}MOCsx%%jfCEndI_DdNDDDBAZgkWx?WX3OOZMj8Cb^
z+LZEQusD`d9t;*kQYo?|l^l{m>`5hG28(qWrCn|_lc;j5Dc@8VjpVKB;#>Jgb@7AT
zUR?~b<geAmL`zPpF6LXZUv+W7lD#5Cj3uvC6HhI9xSHtekQ=Ir`HoWas)+{<IW9s(
zJB!obG0sx`J`&4Za!G`^?vnI(FDXw)h{;m!j1WhqBKM@+Qd|si%SFY-Lbn`WT>S2q
zy^D)0Zh0?4>`bD3t|pPUii?*?<R8Vwavwzw`^d2+#7!R=RYFWls>sHq@<2&(CaGLo
zQp6{fvrCGxzH&rKDtGy+ggD|WZ<Y{ueC3G}Vz8gwT0+eBlZ#7;o&GAqp#kz*NwF<J
z>0Ans!%B%~0rEvj@hg@7N8&)Bd{Rop2Ffd?ME_*+U@0*tnOs*&Y)&TUloHWF%4bWE
zoKaew4w6Gki($zXS)5$%FD-T@mupIkmo}jq8dgrMP9a~E6(>^2Kg)^-Dde%TVt7iq
zxvW^6QZ6hj_NA2L%8HnjvR7HrH<i3wM$Akl&z2EeQ_0<B#D!FHMH%rjm7G>aOh_#U
zl@Y5`%crHq;nebKX>lZNaY}b`IytkP*q%<sa5<fPSWdi7Coh&0lhez6<-~94<?3=`
zYH$~-ooN~5q>sd*463HaWGsHNf;gX1?yMl5WRzn)Vnikx<q^MTl6O85`!mTiABosZ
zl74ZvSBPBxk$4!QJO^i%Q!0q)%yK{lu|BhWTwWZ@EH9TA_cO}_<;BoYxwgDm6e?$z
z7yCoyi1H#fRKD_vfm!5DkC>N5p74lWS>#raxR^yQ_K1yHmFCH;a#;m2HCqXa>V7tP
zu%Z~2U9PJr7H5}pDvEvC<;aTSR(AQif*6oP##RtRa%LD^O>D_2uU8aTbEbP+RZPt#
zhkPtn=aSDVikrD|$5j=}a?9U77DsZ+86S($c_fiF^#8}=R33TiV=*bOBAfHdnU%!F
zymDA25uHzwUHRmhO5#R7Nx!o=KffXe^2-sG#qIp^RVA@BT#@79a!+OPC|s_rELIm#
z<ZJ=?rm}cZK;Eh>HWgIlN<q1*iij#CqpOIWg%r72NZzg@1{9X3tBBtVD{{NAoKaN_
zEFy<g6}yWl5>rGTsw$$2%1u?pxKFs3o=%;Y{`geJ-myf}w4>KpVmS3hGW#t#kIbKz
z+)cZlSaJoKJ`OpJ%xH%kL}s3&)YIFRctKs2JSRBiRr)l~DG!lZ?Ud`u>~hMvWKKBc
zC^FZa@(sOl`_L(Gk%@B2Kgf)5$?asOyX3EA*13vLBJ<W2+;5#FewFg!T1#w~!57KU
zh`Eo<D7RcqW|>>gBy+?qhmpDOmM<uXVM*klWacH2$H-jv@hY+7N#$}9yPZ@{B{R*}
zhW-8I@APSnpZ#fuzjxMVOAHL~4kz<4!25EOCC&wUW611G<~>ekNsxC7nQ_Uzi^#l9
z?j29&W(sd_GN)6@dmAnBG^IR8W?U+{hs<xO<VrFpQpxFL9;T9m$&5-Z<2O+7spT~?
zM^ekfWbUSx8^{bxBj=G>oJNi&b0Cd;yWSGF(#SY6gVM@VWag)pJIMT=RxTy;XIeR#
zOuuxpKbhI-<Ri+_rgZWWnb8^TjJ?X}9k$I9H!^u&Y_-Ip5bvL4)@1e`BQqn^yP3?0
zEOH^4U$e+@WDaGKy~y0oBJXao#E>v~mdwI1xtq+sFu8)v%`iEQ%z&(N5Sh7I<x?uN
z-C5;TGS{=pLu6iOmFvk&&tV5KJf}QJK`hBB*OA$sQ_dmNKbO7lelG8fJ(f6=+dG8J
z_B`HayDhOOulG8cG5Nel$h^+y-ALxo{NDLw4u^ZkkXc*6`)-#dq6>O&lNnUVdz#FP
zLUJdW35De{GHVOVDP;aAEC-NzT39~bNt#9EWir1Nkq5{eD<apDd00fwCNrX_96@GT
zQTb{Il|)f_lg!<s@&uV7#pG5pi;Ky{WcC%46Uf{uCi{>X5Fzhxr^<<t=gI7jkiV1p
zGeZ7GrcZG>gUsyWatN92#pN@~`?=!sI+?*`>>_wv#v60Q5*NyPkCWM5&bx)o(vQ50
z$V~8f$CHUF@9j<IR(bEe!_=TFc+Zj9Skb$O%$$$CE6EJ2<eg3?zLIw^nah>E@rNw2
zw~F@~nH5#NhsjK?=G{Q1Pj&A+GIy$bN0a&E6YtxDlxz(dN9KABd5TP*nsNu3nKk87
zGTUp)$z(3ql>N!Pt0^BHpnmkJyhLX6r*c1;^PkE!WL|wLXOWronH)}L{b%y!e(D{c
z$rv)vK9k4EjH@NLkXc<zE+TWHmK;y!aV^=K%&6M(-ae{;+VUKkBemroGIwjsm1Kt1
zk<-a6t|JGNIZ#K&@1+8%Bd?JeR97A*Grz9fK<4+lavqsK>&nq&`qh(ff2RtlC*#QM
ztS3*Axmr)|Ak(Y9TuNp}eL0!T*7~wPnTz%1BWj9o>dQ-HrZkZI$*gK1*N{2?m0e@I
zzLsyOI-Y!Of4caM_xVw3FOB65GPfJcqhy9Ok(<aYY$6ws+0jIfC9}M#eL!?Gx%QYP
zwltHo$((K`N06D=+}_u#g?G^jOT@MCjwf@XrMEYkovq}(;}mr(d5%o4)^ZP-8Lj0?
zGFw~A>0~apmV?Q>X)WVPY)Tt>jm)Yx@-UfR-`dh~-+Jesq{i1yjw18CoqR*m6WhyM
zWY)Boe~>xSUT!C|xr2ScypG=JKP)l6lN?HBRVVqJjyu^&-XQa+lRQdhNN2f;%!|(U
z0k^uy%j7wrt2{s^x~p7ECZ?;s?_{KWdD;@Ok=__Gr@G1GWa7Gcw~#r}-Mfg)&hO-S
zGFQKoy~*_IA@7}{Z1#}n$ZYK)_mH{RL#`zAriYwPX3F<+Fqu`~%Xms?@{e{xeR_JI
zo}nhyQ(h%A>L+=K%!;4ndNN0Tl5@$#{v=0{IrX!Bz^-59-m}!af03)my!k~&lNldn
z$)RLpqAU)-mnE;Cr$c*L-XmmB^|s_jvT?mF?|iZ+`dHpEWOw$p<hyf}39`4z_M+>B
z(`09m-AQ&U*=1xelAS{K4cP%?r}VevV@huo*~?@n59D+Q(ro$dMN3Q_WO?Jr4jydD
zQ)H(Pw!AyY4j5v2my&%p#FCTAjvH#p{$y8^eRP51B72GKW3v0njv8jkHDp(iokjKt
z+2Lek$-boc50Bt<w~Vyp=1VjxkzGjkDcNykcaE}FTI#Gie2gVy3Ct&ZlI+<reBh3;
zQ~>n((OCX`ew^ifd6|0bcuU5Ry+!so*+CO5xrOX}vWv)WBRih#(usWBgh`h7=@rW0
zWJ_KpJD2Psvb)KyCwrajT(Ympjw1VPinY-W?2l=djJ|4#dt`@_jh=4h?neQ~PPgP<
z`aE!kC0CI>KvwblWZ%)}5z$m*WRH_oJf7^DYt#~EQc00LOIGnWWbe}FX|pVOmh2U>
ziuavu$vM|)JSIDm>`k(Y51C`h^YnQ!+26_DBdhr6xt1J#!xAgWz9s&Ytm2dAS#lro
z^<-C*eN9&JXu4L4`jZNZ>>c8L7BHVrb}jMW$<8J_cp>wpWbe`E!(`8q9kq!0YO-@<
zXy7M1itNP2%r}v}K%Xy=-Ai`H66QO}j=4z%PWBz~dA~B>Pj)}?II?TV{<@U;F|xg4
z>7+{bF7Z{%tn@1W%gZeJ<d!8~lD$H9;&MwKB)g96I<lw8&LJC5b|l%cD=hh%bXJg!
zCA*L8X|h+y?jie}>}s;ZSJH80udTKM)HF8guElfPqM686k&hjs4gEpQbeL1DR{Jhn
za=ugaa?qcP9df%<Ty)6uPBGBg-oA4EpB@(!<)9^leGd8DAx1h$oK_F?KmV-sIYO2d
zb(ja{BU`&bZ#u&x+GJ^ogimmuajF##`{0mNWOGUykSoeb4pCqBbqLDrU24nLC+v}q
zJn~8!%c{uf4)KK?<PdA9<I`Ca9zo4zJhchSJJKPBIOu*f1r?}*DP3zCwLK)BcD_ZU
zxOnE22V7#LOKxz9D=rSAW`tbmCo0H^exiAlQ;6HnwmbdA8?|?kY<rQGW!&`Ve0SSt
zej+9b{rM<K&r$wjQPQGxtISt!@)y&6<zjzv+xIr5pi);01Z7$-rLjb3T@}haD+`U`
zaX???AXHo~^cR(1IwtyyGtSU)eqy34OD{ih$R+RkikVUpzbWMgKQYKH=lO{Z?ztAB
z-)QN?PaLPE6F)INX%!-aePv&NvCvmO_7mIvNtmL@pb{u{&T-!*?l|Qoms(Id<Pv=)
z?@p%LPSFt-^~>i7sqhwyMhCInDF;b$MO9I}Q_hxRjw*@`F1cBX^XkusE_qst>5}dN
zQaT?HD&0&@q*A6;5GfW~!IPwFiVt04szY9Mi46|9&m}H6<Z74L?v%9moKyCbV!3NF
zmtRU%=LK>PcZhGgyrGGWYQ~gM_(v)X8akvnMjc9uWe)1}VwOu@m*NkX9PSo(T=I<+
zQ{_+=%2Aw-puyp;Q*5KIPyZ{aDNYsLN~av)61`moxv)N$6P==i9N;8Xxzj23IOIyF
z_|?g~14HS!I@yL;f`&}{0KX`@e54sFK3300I8q*!VuU4cxCD(DM_po%B{#Xm2#4Z}
z=#o;Z0G_+VV5cH8oN}uaYn^hb6o;I0niR39o1j`U+94KO=|(ujYUDnM#Apf8%C^Fx
zg0q7Nx~AAzN7)#Mcm)>19p<6xFl$wZnPqpFAr8^s!CflXe5)6g&o!zBsScx(e4;A*
zDJ?ZhF<h$Ryd*i}9m>n4$!LvhS~BsS>KkvJZTBV<BUPMJW!r1X#8TBaHn`iqP9_ej
zzHuf=+wnmn&WHYt_i4L4NKEvlKj-+i-5(^b`_Z5G{d(RA67vJ7^YjjsBa(|Lf%0t-
zEfsC&)yQOj?<(E6tLzR`U1e1ubrlb-ZZ4tb?62A)k+o8-Yo3*ArE{ZOt#s~pOIqW+
z?XE_9_a~7%0>twq@>GDB>@(LQG=^5V0>nyM;R+D(zEz0C`N`-&G00zz2ox6sDbW8>
z7s|QWqKTcD>y+zUYEgh*s&>lbRO71OM7!i27j<sB7w`}LhL#K$xy4#qICP7lPWiiA
z%y7wRNmS<>lti`hr*84YC2zRJ2~`ERXlzI#cDP4#bN{#B{Qu}TKGkJy(UR*uutE-c
znoSO~1kHTx%JMHN8;g(SC!!mF4$6Fhn(Ir4?CTWcR5eqD_ADmnyG2zw-Yt634A3oT
zp19pD4q5VzTU?<jjay7|$OTEn5{I0SMEvQHCz6Qg4!I+VSmBg!lc=?%yGg_wr(Ecx
zPEiwm#6Fii=_4+<<W3(kPRe&aVu6(Re8g2L7bO)>q@0vgY;q5zj!Eff&P{QADMz|Q
ztFU)Y@xZEo+bPaE(w=jQ1*-XxON;bm^Q5H)`33#aHZ3*BNh*hnthD{5III4Qv(iRO
z6(~_h+6_e2pK*?~CyA<@E^?;5M^yb8=S(}0GNr^9xzf&Zi<>Sw!>NQiaYCad5?VqB
zBcVNiC3NMlgkJuY&{&d0LQCE66WaS%Lf43@G~--pU%SP8d7sk^R-^q_MaDYC4a-4;
z)f$KMjzcU#?bw|on_O*)GF9f-tABQ&$@0)a{j8QRXqtr)G$1qG_-Q0N3cA3teF7Ux
zn#Qz~o&TE3c;$SHTFZD^je=9=669PX<gkNI0~;LT1WhF!g2rdM$r9s;uyuS&$?~EB
zYx?A%sZxmy%oF?_Mu~27sJYw{2TvbPTOkh};+-WgI>barcl(IsQ!LrXq3$ivL}()7
zPCkw<tY}GtZZFvDnH+l?N-t8*r3+vLn*6Fo4-Kq$$R#cj@1W%lRbR<z#CqXU?J(9Q
z_PY2)k$f^Ob-L7oC!NKHy1ukMQx+n@N+EPX*Iw?Siy)|mH<edhf+oIi=+x?vlO;_y
z<ytA$Ior_>r@KO8?YRTBq315@Rw~J=Uy@MAki#xjsx%!ts+4Y6A@3+HhrI0)msGwU
zIYO38L4iz_;)SZpVXly?Qmm%IUy2yl#6((0Y^{xdX+=q;MXg+Gt+2J|RQpnC4R?iH
zlVXia9+uQ}p%u}V_WT_3*hv#MdD$s?t1!kpLgu){7KiFx)77CXogsg?)Wl`GOAK+f
zvU3!{IT~(9@zN<?svHe>glu(DTa=4kV!b-@kTc|gOFVVT3skf?G7Sw6bg$70+2c@?
zq?Ha1m`W+lb+zZ26|&bMW;o<3hq!|3PD57_bZ^rN>E{r4EJ-K)Y1rdirSn3!x+P>s
zmFhFH%|d8SO&8E~-Q5pf`6?6lhV-FHkR|Us#awFu73N)sjCP6hPI=5l-CJ&Ui776g
z=lO?|e<fK%G-2IBeEc5!_?0d?o_Lf)QvJm^<aL)=<y3z^aN2e0DwnYJ%uua|W>bBw
z5;hKIEgHxumM0F?7UnwXhFI8tI;c<;O7P2&IG5-{D+W}UDuD40HDi74kOQRHZ_i%)
zyW|KddP@$V(5K|oG$fu*$#gT$o~Y3j(jk}G4R(war=05V(Jnbf&4u`&U_NM`Qynx~
z4XtX5xCP<)XC}$gvZeTuELE9bi{aKl$NSpI%m>rJKnK&vu+j>lSMaHYtAT+tn6XuB
z>O9*VX}7q<ZHN5TC9XPiQDc6NVLJ!sl=>p&bUn?TDGDiO(@Dc6HaR7gz@IL<0Z(ZM
zeJSaphZ0(=E`9i7$Y0F}3&@J1A;;%aKsKb}xBY2IY9@Lh?#~8VG@<T~_K|a_)zYp|
z8WBdThC9e5=g{QZC8?C?{$y`S*GT0#$B${o;t)%5q#s4OkXHXxeW>yn?v$&XVxQ8W
zk3Qx8I?<M{DQEbI!!%{~5%*}y?4!EtCLdJ@^w@y&oMT~9x`EtqTv8F0MD|K5wj?P^
zWUbE#?)IhY%BwzVke!!Qb<@#FMYKb{^`T*n4j<th;k=zxoOCxlom6Z~B6lVgZ<9n2
zd7%%dg7{Q4<EZM_rYB^mgFHz>cfQloZ`ISHk%}of{fr2mw0%UZojE#N`-o}IH1v`)
zbzlnAIhH~hA;($+l8V)C8Sf+RxVzKegM2WY1b!q3S>iJpDQLC8E&y78l5>4UCpp$v
zOjT*^vgB4@8v5u@%KlkjnjlcJhaK{<uUM)|jV1=e{KR9LRMM58OV0PBF^fXD=#t0%
z!~hv8)O7HTpPCQe@uMqMIm2IUcFW=Z;)c8Hb$=0?L@xIiLw)93^x;TSdE8(8nN)7~
z7aM$c(lmxDr9=hU*G<>okEOc(Pa`(1;kniI%XBx*2=-GRk2>W!I>9^B(R1uBxzA0F
z^EKB(Krz`<)R5nbQOIDBCpS%jtvG9%Q(b1+351j+`>7n`5G`bHb!|fr44tD3M7nUX
zYS<ouMP-ylr^jyvoyY!PE~q)GpvJi07t|5Epth)jqO-AhP7g@9>82kQ6iwT2x#>db
zITuvWCzR<q*00taC!Y$a;M3dXl9tvphp8f=*~Bw-QsthTrJ;;<&?5yW9D+{xTkN%w
zg$}XLl4BiW7)rLE)i5tz1X^;YuUMtp5RDESed$>eY9Tuu@(*7zOL?wy%KN@le{wRd
zZO|3IA5GcF;}~5(`H5F9YD2$EwXASa%ER`OM=yV|!Yv>8i8Jm#)^2}sCy5;GFD6kV
zq7N66%2od25j`{DFV^@{OlU+jyREM#w{}xFVyPJ}bx)e%_IJFbLZHEe=DEMAvbjWS
z95m&XC;8Z*FDdt{sB9996d~0p?yn`C-@3^sYCI#CtCpPM5R<XaV@}JfXQ%vsmX>DP
z-!HSyyTvhwq$vk2e(jXvtwa7P#Y|_e{ciE6Q^wPPPmip))#-nLTO4%B1#S^fvu>Kb
zs|#7Gn;OOBGbc^xV`wRjR!Ci{kVnx494*t*>XChIPxEBDo?qgSH)#yEPdzlDr?HtP
zQirALx3p$5)J3b$O79;g=rX|sy`VjBR_B;6D2BFjiIe8$a*vbRmb^lLJ0#63;v90U
zOU!qw^EJt)DoC!i9JF*Z%F1wvZdIWBq)_92HaXG~jU2!5>6yIM5efhOeVs1h-Vgn4
zFRn#~4t3DeLDbO=y@a2Avdes;JQrr7zpKbvqB(Ion!e02RVJ#~uW3eY%~GLL`O=_D
zd3(P<oaj$-qh;B1*ceML_-nt)jWfFy97dD&VOH_sPV1ps7#yV9{2^zhR}QUYNBY4i
z{x8R%N+{4n;q}b0g6`p>wo<9}(u%5M(<=8;hggUv{vmHwW~zO(`S_k?-BJRBXnpsu
zGI6H2lIJA)scdJpBHQ2c{Q|}CzP5Ck^|Fe`I_SJl58z!_r?@H3N`E9Sv%ku>w^cmO
zVZ|t4YV7pFm9x_6guWD4>h8p;<6m}I=akD-r#z@#C~e=0atqzEQ6Y2PYyTLBbyfM(
zq=rU2u6$K5|8YO*d5S%y8xmF{Zimp!N<vMCSgRZsE#}eldk){3?=`vgCpZqr<RC}7
z5Ls<m_Pm;AptE#=zHeXuHUDUb|Eqrgz3hF8Q%`9@p}ljaw)}I*FRXg>p@*!jTQ!yG
zfA>-4SfPTw6#9o{QP!xMX(sbNf25&%<o|X(N;_pRCD=;#vn*OP6>15!iw^&<(c-`R
zC5rKVyi_g$W#tc+T9{d5`L=rBcK(U~mw2e}Bx^4FTeL<>ic>A$t_frHsVf`N%uUtD
z{}w+#nsU-ak#0QM{oy}q+SeHgmk|CcgG9&C0zl%J-}}9@{39r#Ph=gc4%Gwy-Tp0s
ze@o!s68N_S{w;xjOW@xU__qZ9ErEYa;NKGXw*>wzfqzTj|FsfWUf5%YlqHVs%R02C
zL)%Dj`vd)lrPIIJjQ;GQ_vbY}SH))-5tYYd9}vKYiO7-_?Z49F^SWWp?Z4<L279Ab
zeS4#~BJJ%c_N(`3)#k%SJbnAFqxy5A!=sGQOA*_W@n^S9>Gy`6{Mi?uzegZ`_^i{j
z-^~S6h8~Bpx7ZOJAKhWFx8)F0@8ha12^&H84D9V_W{+((&xOxA?gi{7lEUir-@fDg
zR1M+d-{G?heh=`uR3_dJ{D0hBLHU~r%|pGef!zap3N{8d9@d?g<4yyc12zJ-GHe6b
zmayGn`@@chod>%Hb`R_+*cjM&Sa&|851Ruv0=6=21K5_Z-C_H~j)$EGy9Ra->?zn7
z*mziXexwhZ12zJ-GHe6bmayGn`@@chod>%Hb`R_+*cjM&Sa&$mhs^;S0b3ci0c=ay
z?y&t~$HUHpT?4xZ_7rRkY&@*H0Mdue0UH5Z8MXmzOW5wP{b9$$&VyY8y9f3ZYz%BX
zth*r6hs^;S0b3ci0c=ay?y&t~$HUHpT?4xZ_7rRkY&@*H5YmUu0UH5Z8MXmzOW5wP
z{b9$$&VyY8D~zp5#fqgubJcI!twUtD(4yfb!wcsx*v<Y_=;uO(!wVM8%~T|GEKs9O
zhbCP*(w>O$BKZrke=+4rpXs^#uHUzhY|@l$WEZxr^<Ql|M7HSCNrZRk7}+Ace1&TH
zBb&6sr&b-hg*WZird{*=ZJLX4^{I7}uB}CQ^Y1&59^1$+yr+AME?wJn?2zcgH?*%y
zi*`-a0r;y^yGRk<rb8S0Ke9y+`oAT8pnV;iH;HT_!dtZdre&8V?OS})x;Y)IKaps&
zX5X~v(X2(M$Zsh8b}d-rn<iblH2I!2^xtip(Sej+llE<z(QzFq3HmSGPM6bY+O?|)
zZ`QGW`xYG{jiUb_eN^W^bxzginGy~UeWKr!1kmR{8`6LJ{Hs4_r9ad;M;~9$;h|6T
zy&C|b_NTx8)8`dU3eg`4kB@YC>|K#KKAZjNum8;BKc-#rbdJ*L>+|wNfF(FopQnBP
zlCuB$l>S%eWPQ9oZ&$^MxQ9O<pw8<m@A`Os{%k-@x$5KfJYZWgg0$)LK7aaq`F%}0
z)Hzolug|lk=(e)jd{N*!e(k62x8$SF;rg>ak5{D!wbXXS{-3@dnye~29Y3)60bC!i
z=MA~&DGs$QVDo;SqmS45?@RlYu0CGRLyqEjJ#SI*tD-cIA5KhVQO}$7ye%pZLD~Y@
zy#HUNm2ewG9}*rvGLOgJJrc(k)Dt2c6lB=3^f}@2+c2(eQw@{0RY~-Wj6dt+`4j#A
z5&e<ycs<XIEXl_u)sC=c{LwgGmtPd-sZlt7R@uY?p2Q#R`cdiY<FkEN(e}vp9jBiP
z<)9BU(_ce75*}Y-CLdp7CLdpKr9P6au0Kt;(H{wqA6oZgd)LsqoKnyKlKye>R&~s&
z(W5??_pKYo$Ln@xi_(8)`j?2QuBMOI^Y)`S-t;#=$I-DWetrBIq<`jr@%a06tZKXZ
zcs*~ug5!0?==QDC*X`)Jk^U9T`>%}P{A+)5vp4-&+c!iL#;>m%VsZQe9oRn{@1}zj
z9zSwSbK7&|7*1cuiNpU^{{D2ZibW?AjpL(nd_mnXArPvCV3Q;Lf(F;e*EP6`Rc+eR
z!-ntEws+va$4Ea|JAxY@Z5<;-+w<sD&VTGCK2Qy(YOK}euG^*R-#YK?$^WlY&$!Tb
z`efo16MtggfBN4^(Uov`{<hmmjY^+q6Yg|UB>McBn7iIzuO{a5{dH<$?iTtymY63I
z`uvob`v`sBNz9W9eLhLdeT6<xB<6nauiF!If1$_q#5_Rg@j5XNe1E;4m?sl@d`--Q
zgdR5&^W;L0hlzO#p~tzzJmvfGD=|+c^thCmrxtp=NzBs-J&q*iX@wpi67zII_xr>=
zz0mzRF%K5HpC;ydHRLa<+N(nZh&#r7U-dhec=+xwPyS2I7cKGkeB~ytbb<<d*b)Di
z1FvQ9+TiB;P%Gk=2o}r7@i?XXQ+J#Hy_}~(XSt!j(Dwg(eeEUwp?n>+{ga7-I6v!j
zZ`(XrtTN(x3ICyne=<7IqBGVogJ&eJ%IC%{4;?9lKJC|lf4=G!ZO)?-eNR37^?I6K
zM^evKD*b}+*W=YX;{PdM9{7`+z3KSN8(ha<!Qi_PPf_~9C$-VLulA;1%2oL)^u}X<
z&dOL=H0UZ`4}2nc2>2avOv8kSxT^QPC}&*`b>KhbE$f$uj=FwO`gMbtoB*eXxb5<Z
zYRl!>68t*2_?CG`@CYaCjQO5*=nZUp>r7mgb0~Cj!M`{BKOf2dsy(TVUTL@E$vlcV
zy?<+Oe}L~E&AcgNds409&pC#9FnDfCU-9zbnZQ3GuHuP8{Mo>JgKq=R3BDZs0XRKQ
zZExqmL)%rfKSzKkrPG<xZwy`>yaaI-Pq*3?Y{Jpf_m6|G0dEffNbq2+|5gI0=Z<Zi
zZ@_iE&<j*{y3t6N-aoasXW&=B^MYrmiI$3|(N&Iwb3y$H{K#YGAH%-|c*-Zt+kuZD
zZr5*nRwxX<4ZJaU5%7oL(copkv(fd3il^dR*8dg!BjQT`3jB3{?+pJ3@Xti~RNHv?
zhj!q2wEs2m#^Bl5U1Xq+uk^Qp>vCuh9@>$Ko}MoOj{>g>9Vbn2>^Q*-fL9@|@>QTJ
z*ZY0yKWfwC*lyHgF~*`dbbQcXsF~T@Sn#Ug6o$R&aj%x)zY^){`v>N@*U-@Ur}NZl
zJKf}BAg))CEWKNz^85Gm*F&5C{XCn*R~?!1Z|C=P;QD$->*pnIiNBxUixLl`@*Lfg
z%d-X!=tDe<s>e=TU%9~PB^;50{G)DjyXp(RlX$53`+5H`^tUZ!eRY0STS`Apch5!U
z`xuLI#FhTMiL74*+zbDYzi0o?z<YvsdCojLcnow(OlO@&;IH8yT!Qme3OqF}5~y;R
zw}f^2f!8Ch;;B`Pbt+lBqbK}ljb;Dl@P7&ailsa@`4kHY83I@*;uh<SgMT67D&50~
zU*9Jh3ICQm*k6ysbKsvYBgdZ#I=8{|tmSx`fET0mm43t+=Cu+3Wbj5Um}~uQ;LqDJ
zF9Ds}$yn#!HRgIe91flb^`dpQ5Kn<)6Pk-Q4-k1qaK3bX6$)bg#`!s4kvM1`aaI0v
zhO<BaFT{EH@A#VIQT<JA!Ssj9@00e-wSHCb<;R)pajXY;^UcgrU1A6L4(JqOdGQL|
z%x_-GtV(xDJ=SRo|9aq`?qROWWTW<f=&?O(!2c0(?E_?+OetCa+;-NX7mMw!5qOPt
z%&A!HZ4vnNR9v3A94b?TQE?6(%>G}&e>`|8)O%j=OW-&2u#O&|!)O5fP@FZ1EB&|b
z#O-q=`0P!bZawHf`v;wdG%-**Keb_hJ^pk6fBDE`E9i1tMqIU%Ywfs&^npHogRZS}
zH511Z1s*~-FqQwATI}Bhyt>WtA%ST|T*Y%Ym~}qEzNO%;dT^Y&{i}EWve3LyU+?Jn
zvk+H0*L_$=x2vCsf2cgi!asLz_SgD%ZT|q_JC@_mfp}arfT(;$WlUVZWr(YE(|yG}
zH~c$;FG|Y#G+f);a`4s`^CIAn!96%%)B&$efhqlP`l42~g@H$c@9N7uKll>xM^4s{
z1iu5mpb`6b1kX*Eh)RESQ|5e>5G}x;KlIq1RNeNr1KgLs<W+5@EZc~8;3*a{Uj|;4
zE+AF8jZMpZB)f|a#8tXcO_=NW=Yx0g<w&TT*xOz3J0sYivSV*KGqHZv^32O4-5$i1
z{*uv&{a=F5yUkqp->+#wNX5D5B-gtxpKio$oo^EBEQJ5i{LIrK-KX%+*F3R*y3DL^
zj<+?5EB#=cAN4pn6ny0h*3swjKfqh=WKPY--cp3Jeu@qp{~7RV#FhTCFfLE6KbE+f
zhj=<O*ZpWc{P&|DY5jQcIomkhCW5!BSy;bK0PE;_90lGO<xm3t2f#aaW1TYK>B3lN
zW-sR2e-U`T*@=0ktn7aq<MU_G83=BUWBb5IPi386@PDOwk%~6y3jQ-qyj6S1H>|u(
z#)8ixuF7-y1J=oD@s7LjuhW+O=_}*xtq3)+4~;+7Z5|-nrDp#+biJXruHeI`FsIX^
zy^SHR(!CVtu|Mnf|2uev7tE=+?9ELBm+~KNw0|#n!K|F$P4IsMzWYSta_*3mbq<HJ
ze-QHJOASWp*LcPLx?ObxF9Uxa=WOC1Du+$*KZ|ivpLZUE_wUa7x*S4jfK}->{hhfU
zZ~KBz7aXVVFT07WdVD#R%TtfHXTZA;VXn{1@1PTc^EC}S_SQ5Hr`xwU>r-*r+d%L$
zr#K#+-^Jk3IoMz4>oWK{%v*e+Q-T6eamF_1cnUaqM;n{NDS_!lT$RJQ2OgWY!oFqT
zfzce#P1M&r@b;Lu=<{RKe5}(P*9$tobHIz^{7%(jZ;!!$_Od=@$KFDy<Ewb0i*bH+
zeKiI*%X26A610;r=;R6Ka_EHhGzWMo@Ti)cZZYiWOkAZ~^mFDk{My?H@aZ^z1%e+1
zkC?>%wZQ8aU>#}nmm|bgy@X@^hnk1I-G_f*A<l0P@OA~2|KGRX#8sRd9&@_XZSCzA
zctOl_w0=RVAm#sH2m5PY9eiC%PWNNz%m5Ed&%7b{b>b@iwej4ps5{%+8~9&2%KF#9
zHy8eJ{I7_scqTq)|6=g}i8_?c(N9Z*F9P3_jpN~?=y!F%k3MCh>nmkZ)`>uVhe78%
z@aJ(Jn|umB1bm2#^>zI&0KZV5^>shp2i~?J^DfYN4jyD&XO*Q4s(dX;!}_V<-wV7l
z{~DFh=c$Yl>|bv>>+5)05m)73Zzh+&E}x&^@BfDVmqI^Tan^BTp0gjEeo?`WXF9H%
z^tdq-yz)HO(c@2c3QVPI-cQL#T;*#z@}=W!0`A86sdf4iSM!ABkz5XX9ylHPKkVat
z9mF`Z5;|?a<9PJA@eurRSLXV>U#}#`GZoiCpCG@#fOkPV*YPX>zZAmp{0jfjQk>th
z80V>4?X3uLmEWJ^J@#i^Zq4CuUN6({LfGXtxB|!d1<Qz6&<R|_JOlFEoGMi5TQ8VX
zwc6WR@YR_)PRhQ$4WNuG|G=y4ug7irbqJe3ughGwx68y;J>J1}J(o5;V*>xU2-cqr
z{p@8~=Y}71UB5lSWB*`%`e<+4z|HIWd*H88{$cRXS&n|Qp4!8MMy&4xUY@wh*PipN
zzYjbLeC#;peZk|w&$MEm8ob0uoZp{u{YAs0z10Kv=HwF4=f~c}Rk}T*Sm!JF9|0eV
z_;tM}^|1eI%u7SzpACE$eK(QX=x}>$<zfHR4_RN&Gj|hL_0rVEyd%4dOYlGSjQ*f4
z$o^l5Ocb{AADoBdFX`YNUxNE$9@qr_>h^^4Z+@Kpvw}~ekE%aD=*Dqo0AEL3l|!m&
z98WO#Yv|NM`<V(}h}@L_Jd}ej=g+|Jq+oqLZy5$&59@n+Tvfx4(z$nx{-A9K^efTf
zD*iQPnb!vI4!&(D=j&VWDa4gdIK~ZX-uCtwd=<udU60x5#Hai_g_8qqy1%pp?|FdJ
z<-J181YbRbx$ch<l{n5Il#edAI^f=l>>qBYB1AXhD&2JBnWqCk4}KTxV41;vE3^N&
z;q0&b<452>W8SOzaN-}DKg_jx0DV(Bmz$ms?19ciWBfk}o)PD}PZ7^;@X2VOI=?|x
zI8H|cj<Y)abA#`?z&r<dBk%~Um(pp--sTejQ2cw~Z_YD)s&acisu~7ux;(>(+w~jC
z>1Mb0((jkS|AFEEIdQwa&EoQz4*wp|>6w@Hb$i|iUgJyF*X>_a<8)m(kL&(kg7}B>
z^&N55AEVJ9b$_1(ozZB|br8=B;%fX9UvWG>;OVHqRepz}J%oVQ05{i5>35uL|LM5?
zYH#rY>icGt&I+Tw6$8J6>k-}Fx)N9AHWcNS8|e-NZ`q#9Q}?4I(D@ntNb6*$f>k<4
zzh-|I;;BnqmCv>=tdI-(9f+$qR~h5UAov$V{p#|Z3H=+>Sic^0)<eg<9=QR&azEFv
zo=<kFsqUxzef#Af_!#0Js`q8YRXsj8&Vz@Et9%7_K)Xdb1XBn6kWPM^(>mC9oG;z)
zY7$pE=Jog%@adQ*q(@fHgEv~o>5c%;Lk(EzxUr6;`+I%xwaeN6eK~`#ad3S_LMI;l
zd}`)&`CxBVYq9=G%>P5dBf(v0Cpz7=;H9Cj$Kh6Vf>3c*p26|-g3eOns$IS9&gG-|
zVepW*9@|s5+Z)h{#r=*#(5XosQ0d2D+|&L8z!$gWbm?$=TMcfmgFOPj>Cfe$<L_RV
z^?$~7fzIy)@Kc4^U!SK=6HkG(5}MmKr{_j6|IC7&Zffu<{zaJAY5g+9Kcw>o{C8lT
zLHnErH`mju*XMp3WQ=295!c5ijI#@I6;D%)le#<?|AYT#`0v3wYCDKMwEY7_cjJCR
ziUzFT{DsH%41|9@@avbjzVvxv5b+PiIfuCFr&o-Ax*0mDrm&7K&&%LV2QWX2bPIjX
z<>SG)lo7l(aa9hJC$K*aJNC8>{<Tn^nZU0SSM7OJRgX;;BLj|xtdlAix06u#mjyq(
zi}k;>c*j=o$ZO1X`8))lh3i>eFRAE4M#b3$<*CmvrNKKr^w`4rk#2MFAe_In|7!4S
zdpX_lh$owu^~=0u9X)?;3EqD@`&09_w@KhVXE84bzMi-`UqqqY(tw|Uzo%&8@^OF3
z<@w-7dE2uT{KLSv;kg<;u9hUO%3-Q;ebgPiO1#HbC=Q*K;5)DmmK^*s_+YGurw7m7
zh~qhYk>e=|UX8d)_vF`{-(c|G;4N_7T>`u)UC1c^owwMZhF^OdK|BRLVXdD_2NvVt
zzyF2DM!LTCfFJ#Zb#y!rz!%+398bEhIsSSDIQ~9JpgM6Cj|c7WNAPRl8FF*I=ysU(
z8>RF2tt@e+^QbSUtJ_;w@W*eN>v4M}`0&n&<GlV4`fuUiWi$J8RP=4wjX7O&eQytV
zs(AJ<hLA&>u)jHfivkZs{B*jvw~gQtJy}PWgHKb|@wv?07ykK)t8u`m9CO_-zJ`CE
zF3fem7z_WZHMm~lp>q_xcM9eM!Jk2=8qUjQz>75Fc!puUMaMZ1{4&-jb@|5=S8+~U
z&-%LErfL4+`Ylad)vp8h8H*y_PT-ADZmqx<gTKZ)iEg(KZ2bUn<!0h^leb{~u^8WU
z{FRBTI5QSx|4h(t3I9mUH+V07%{u&h3}&L!T?B5fBW;FG^cP$&x*V>6?^w-TkN<^Q
za-6mPWd1SY`3by)u`aP1`~sdE(e>p=1*OWf@o%i7=O=Z+J7K+o_X;rye9lNFG+np1
zE#Q+eK7@fMY0df{qutW5W^cK{&HI=&z-!_DU}pGF1W)x7r+XIsCU~&1&Y!;x*H<{^
z^F`qAA+GY<6Xy}#U%G(z?a%tU-gkgc!uo)&mov6LL=%|1@Hgj&4cc<LqoJ?M;YV;^
ztS{;M-3LDL9mk{Nw7%thMH%O#%*0i`#^FA!j`JJv+oM=V^QF*<!~NWY$io%*r$Kwp
z4xYCi>)*qCJH3N<3?#1l#XUUt<$?bq_<wSm)79sl!tGgS9@dd^!@mvj4~^#|Y#tyA
zPT+nN2LHv-F~{K-+TWMc-2neo9XQ>f=N_9Bws=Q9@cwhzUzg8Z@Zo4zy8rrjWF5aC
z9{Kx2zZ>|rZ&@b~_#*HaJP)Jwvvy(~PshaRmLvY5a;WnUyoJ_j$vSnA?oQi3K=j3U
zbq4$y{Fl~e|8VehojD#~+#hcY-jMi*;`t8#+mJ8aPIiHxnaBFIq4Unx2@rADxgN)X
z2Y2Cg(_#Hqr}Yc?CX6S6@IL^)?SaQ8x;))oS;u@Xr84+njH{`k(+b@G1jniMr)hs<
z-gN>zUmW}E{+K$F(~XYfcv3;X0C;zdw_)I4f`@lw9WD(aek88?QI{AdHQ~Pk{$Cg2
z_NMcju^Xpr&L4V$hYV)@8qhfeelOl*6Ri^qULErjU5_uo7hqn*snZXtbmw%<c3TO2
z_^+I90i-(&eDW#gWx-E?o7d@mzGMAWxc{3P{u7AnwgF_DlklIIlOwE)oe@1)X9}KE
zDx`J5yMyceJ_PsR{-aK-)Ay`X0@v@loooazhxI+p{eEEo{&>D94Cz(@@6v$FfrfW`
zYYJZG4s$(!o&|2MudWC0j&WY6YyHUSn&-75#8tc6hIXavu_d^>BBvXUczW3!9}<{f
z|AEItXa8(&x4OOpdU8C?lW~eV&d$VDJY_m~Z1wTf4%9Xl{w*=z(EaNO_(9B1^mAVs
zeq#MC&p3Wvk4=ax{YHg2o`WneM#6u`SL`1Qz6ZQ!K8~{k_#5yIZxZ|W{F&1oi1itL
zUN}NrrQ7-ir+ePTLJ#3zY$NNGfd2Ad*uPY5_V18{cU&N@&g1d8Zqnz+^ij;s`|=%#
zt8|0TvJPFI*xOi}<3j>-lep3k#`CVapE`Q6&IZgYB5+J5;>te<&f~hAKLOv1b#Gn2
zKS0Ng=gg^_*xLm7x5smsQQ(Kc`{OwW-TqVb=5&KlZtv3tFN5oPo$gTZSH-v<TR{H-
zaov}JY?HhX>(|Ef168rJDEJ#Z|I-kB81WD3%!mI`%x84Fx(j|A<5Di@6za?6{5)L+
zn^1SQx4Ojba(={I>-2(u!H=0&hyQHi_I<jp6>X9Ze6Q_~4++dQ=pV&>|BTp|wI8RO
zw=V1JJmw{?+SSsE%&D5}ttR-ElI88s4K3!~p|b$v-tUaX18{TP^P`EA%J1-ttgrjU
z0`Q_!nHPo5IpQjwQ=2*6`cB^AJAid6Vtqi5^R>WxVtjsIp5TXnVEvWQzXERFrw$zW
z;d(DlT*bfWuE$oO>8`!C2H%mI>m@z-6mauC<3aF)xZc#~{g=d5epli8U5^9V2XVT2
zaQ+H|ek1TR5u9#v@G;=8UwUk!$Ey|KDKI`~hkv`lobD_<w-$o>9bt1gB{0W{t8!R{
zd5$mkJ%mnkJpZrDKgAH%uV>5y^AT4%`|;dGD(HL<{~Ou3zNVnwSHXWW=3}40|01~g
z{9)8kPS;1W4h`@2wt%=wH`<v0XB)=-s}`P1Nelmvh%5i4=%+f}Z^2jL{+ce&Y2a~K
zpQq`Zy`>z^@#M(E@zm7%#Ff7J{LeXX_XPGI3;zlu*ni3A%ys=X1JAaLxgICaf%mxQ
zu@$O7Cuk(cQ{hkUUpl{ezzh1a&Ib5bBCg_0+cmNN2=JeA{jSUBJal|6v3_ajJhwSM
zBrvH*vA+3!Q*-c>xc{Qt$!>5T+?S+cw>Rf#)~Sy5G2IR`frkcgf6?u>K6v0GkA1xM
zpA5bd^AOFqgPZS3xyNw2<~mF{@Hkv2YMr6rjj?{)l*1SMiK}tm(}m;A1%3to9?X|?
zdwWY<jT`l_?vxGw4XDAW`Z|c~)=J=4iKoEdiOe|G>4bU3B#Z-DY)<z$^LrAxSJwVm
z2PlTUEr_dhA7Fh$=XWk~m9J3ruPpH25C5Jkxm^_jPd%P>%yp#V;88o-U+ecHuF7Gx
zdf<e%WQczkxVbKL8aktKoz)fTdM9wY1@Ih^);|LtYxFxYk^R%+K7y{VGQ?FpT^@4#
z?}K=nfe*v;lX;NtPvGYHcLwoL_#`wNiK}uh`pjeF!r19EiTM^>FVq09KwQPs6zgL}
z!Rv$jALKY2gZ~Vjd1tvi^>e=m;r|2XCpqAM&*u1$z!aIx@#I0j)8*NixZQ4z=NP-g
zKMlsKrqKEo{Gf3iS7i$8R6fA*?}7i9;9b&l{M%6e6N#&G3&s5rJq{cPH=pnFpUVE`
zbDpKaebImOBi)X~RldIdnd2$$;2kr;PsTCV^|c9n%Twk@pmPfP8F8NVfWL$PLA;;X
z4m`~?j?<inR3on9iQ2*XsVzRBG5pQ>*c<SoC%D{nf6OzTb><-cf=IU#aaEq?^M`$i
ztNWz-`!rne9}S(t7_Y*>S3;*8uCvmEKLTHe`Kq4hq?p0+l-kJo>WF;h1MiRX{z4?|
zC9cMwPPh*k1pP?jD*mQVIKR1dJm4GRJvPz(<tg-|Q?vg(q?<dMb%tWSRO_?{H`ndg
zgPZTCd@_@D`r`U44*FAwe`ws^@DKbLbj;^?>(AnHs}ok<&X<0!CW^Q!haSed(?jrF
z*EzqP?W5@X-)6JF_crq|@bAIR=c|W-=fM2oTlnt<zwwN98iCiG!}{htvmJ5Oo-bki
zJZJF%1L0r!vBw6VL+3vH;~#N;&w?kL%Q_1hG9TmM9VLmYa`+wB7j@x39elVk{%-|0
z*V)c#{czS_0-YrDSbrtX<GM}@5m))z+n)Wa!M`s2Yc=EY(c|Y2;O2X>i=cDxt;bd<
zWwFo}_;<j0Diib{fnQ2q(I$F4Ogo?BtcCk-I^CM!!_IR&C7|;Td@jl@4E)mttP^*E
z{p*1*Aa0LKxtQyIbPfI~jO+c93t7jF>#Q2k846x%J?rTF9t1Cp^=dsYy#j9DKb4DA
zJb&NP5?Ae^++B~oQ;)ah!29BP(O+@sV(^x@f0P}(&|=p4!FZp&2Dmw28cJN1&%NTD
zugoqMItc&0Gnngnes*eLDo*qL-!|a)p0dA=X9ajL#(6#79s@Vu!}X&KD*bH6^>txz
z^ZlUS;InW)D?iHN0Qe4L9-eI}>pwBxhw^}T!t)ir(CJ59l~0#HxWDNBKE>v6N??{j
z$Nb)ad*FNV+*(;2Q)U^*v)@>k{sw$OdoE91Zj->b;`!1t(1`)>7@xSlf|s-Yp3%&8
z|C$9JgX`Q#=vXU0JP*u3T-8f+%vZmF|5wCS`FxG%Rhoi-2Y>VZpe@9MKJdK|2jHIz
z?~``a@vP)@*Yx1{b-I;^t8@kC8!dG_@ZW;@ObGZA_&3FPl^gsZ{0riKgf5>~@J~~k
z>piuT56Jl&#}hx3<H-n}pTU=4Jkj-X5WFYOUwPo4ZWYIGu4fhlk3f4X4gc!IRryyp
z?wfoM-U0LH_v0k^M3h4ybgHc8bob-A%^cvZY>p2JOdsMZUGw?#bZeOJZq4PO^=p8i
zGOo)egSQ>b{$WTX4m>0kpBHrbgs)}&=Zh2jcLFc|f_Wk690ecw!ebNNe;w;Mzvgq8
zVZ>FwKF0W<$E%It=bNy8F6jHMXPpLFxjme8@Q(7tmCi+sS6Zh#{696`2N?_hQy5ou
zeP!IhI%zQfOpSC4f~Ugzk8aOV#ML}A=sPaA6!0HUT=ff2BaU+<;yePKD2&g%m%h_@
zBkM#N-|O-jaix>TShs0QT;=!PV~?F;C8WE|_Q!_=CI&j^7IKP~#XB9FSZ6{3j=w67
zDM?(VJJpZNf1sOpw1K~Qy?hhgd~YIbGwTb~V-)ni1UK&ojR&ue{;S*7Dsc1t{d?f`
zR&boU-m`7tbj|mJS`xR%tLj`1Z4u7^@HvwCSIF;d==4Yb3WI+f_$j>qsM~qnt(@+D
zW8U~9_~hvvXD{gN0$+#g5js8DTfS|qW3E5cBd+2fzmwza;b8xE;QKLN>Fc%8&`E~&
zjBJSw;63JYJbK*l-_Ge~9K$@A<wbk&JZZR{gn-W=uHrG*fw#dwWC-gthQD(M>yO9t
zMLOM5;H9pxe_#0j3~s)Ew+y^ac8*8uJR`2+@#6l=H0Y$=$?2X%es#WD5?B3qB%aGn
zr_+UhcHHl%0lpP{V7$jBg~1)WSl@j9sv&sjJ<eB{gAbSvzABD&^m%X%aTR~Wk@B|V
zDfnN4e~-7UqvQW-H>YdPla~|MV-Z5M%|ZA#$WYP#oC-VB>|vc97?*T;wji$J$ybi!
zS?<FJ^o4(NTu12fGvDv*A3u-%^|<{paW!6<>*O2YKM?P!>FeK9;8U@lyba~>oVcnl
z5AKU;{d9Xd-Np|%-Q>tuN$`B1GOq?5FZl84%!|OkJ#iIhttnj2IlxDP_qob^H27ig
ziCviM@yfA}bzY-<c&`wJz?);ex+HX(gKxw7b|vts;O6@Rq5C<%C7c|8I|m<7jkt=x
z=W0$->r4Uv0nhDZg8nt|m7Ul>47|VrRnGMNiunHChTu(zEB(G3*uO0JO5&=W+$qlS
z47Pa375Mw$y>i`dBM!2T=M?J{h0agl=6%~}@WFU)T({4FL#%Tc^KGr)0{rD8){lh#
z@5EL6d4P3k-Tp7bzYDH6wSMlytp66z4>W~NL-1<Gy72|#AL@6n{(%P_VSR!5q#n16
zfrs|v_ydt{AMmk%GM@y#2Yfu{KUKi55Lfl$p277})4@BQ*&I#@O!A`~&#F<ZpBwu=
z1+N;&<A#oBF?by2le+w0gD=7TKHc6L9Ao`xJTI#2WhuCMzIaGn#lP-3$6pHZ_#J1R
zjF`V=1aA)B|E0$!zTnZ|=JS?k!2RnbF6Rft)q19n@t$4K3Fc?;K8OqYxrnPc>x6Ke
zdY!E<an)aX;krqe&k1nz{_OCR?B5vg3p9oPVelT!636NMgZ(?;y^l}epBFqh57$>N
z@Gjs@aNU{=d@Q)w!utAsz+1#szV=S#eChG+HMm<a|HxvYkW(B_q57<&(=7tNqbqZ*
z(*k_cTIOFNp5MUTSiedR{s(v}Jl7El{usP5#y4HgKb_`yzADD$pwrz-T;*$37mi<l
ze_$N^y{|YPK8k+7;tc!yreyzj$Zr?o_W2@~{q;OyE&SV#WB+i(c^dvbu+CNxJo#DH
z+45`Ra%iME)|YrM{oWM#@dZqDe>@Lf2G=RtKifHu-+Yhz3-F$kIZlCm{Qz!$@69mc
zD!(ak{wj|6H-o=D!71wVcs%$C%%5w+-~T+1!;LZT3IfkZT<Pz?`6U?K3vPZN(NgeT
zn>pRm@V`l1)o-d;&Q}WXq!(B}5AFx$2d@Xd;S1K$_0^2HJ{GRF`40Z(dyWTf{{SJ@
za=H^7eAG?&FZz-78$m4fMUKaOZ@oQuM4ZR=%m@GB+8_DVv7G=vh3B<Oz<=H))_;lf
zZ&UE=;1hA)*X3OBGW&O#$Z_t3{{-;WNLRPFYvAVhq&2_7I!iEL%><q4;J)9ozHSdI
ziL3frxt_~S$8!Sy_i&!oI%%$cxL)cJSMA4qK6Wm6^VyuPZl70dod7Ws_a$E;&d2a?
zf$vMy{W|A0j`OfFzx{}~N;hsA>+ATxga25}Gs{7L8vM=gUpfG8K2JFKI_nokzt-oq
zz2N5e{^hvA{(%^Wvm)K{;O6`3--Da&@EExHUPC;%`Msk>{^WGKV&3~L(k&9hybGR3
z((}?4;N9_jtj^bc@N>PmJkvW^sM<}|X@GUDFzAm5H@|n{BzS6Lo|ZF~b<FQQC<flP
z8K<k;d2iyXeKsn`{Bxwc0X)#fT#p-vq4PP$8LgA@7V9jXP~KM90i7bmRr`5q%mX`u
zpTK-T>&%6Ye<16$h0ad!>8F|Jws^;F==4B&=7xX1I8N6e<8xl{4&dhZ-yQ-t-}|V4
zoAcGX5SK$cHw%p<uJRRg$72H>|4#4>SSLx3bYr2DZ#&0N(<FO)2mc|{Szqf^yTj=|
z_>TQ&BfsC-90w;b6NsyLZhXf&x?jf<Pwq(n{(C|7Ay42xZx8$H@wUlb*13oG&U8E@
zh-)9Mq3kl7|NTAvBhZ<=ll7b6psM#+e>BEVJ)Sfm{vrJ?@L$r6b+SQcl<glNO5i-$
z8vHkK^M1i0=-gb%I`!aR=)Riw28+<K&218da;{2Tm1kRH9jOO#)nDpi{*xLy6T!{*
z?w3O6<YSNRsq?!Rd;!|09{>FwaJt#vahze$FH2mdTLRB5v;(gL{|0#9N1q>Gft%lZ
z^U*`rH`jB<fzLDE_qjw|rR$G%jD|?}1^fr#drma>JYs$Geg7ul`Id6NMnLCR@E-e_
zmjo~UnA0_{@9Gd&^)epweBIwWf>%gc(N@sqwi-HhFfQr&$sO=rc{$zRQSSwwuzoD&
zOS-;#fFH+vBNyV_1z!3$*2xZ@_9^R_?`O3JKX9A<3&H;cc#j7jo9OG@JK(39vwsfw
z`^B@q7wa>D;I+Zc_l$;uH^conJ-<B*Za$Cdc!qL#!SVP)zZ`MZ9$t1WZ<G2cw|2zU
zI5QFJDsUIyL+4T!t{2@tKY7mj=KD3Hz|HSN*bV+O)<shx0r`S;a$vnh*H;ekc`dly
zbooSqo8Rj`3%nYxmkU6DGkEK%tfSjo*h@~gAnu>)dhbkJl}{-=hpgxAQ{iup&v(Il
zG-dr@q??;2Y^t4`_v0FZ@4CzWVep>|ZhrsC4si3m>^I;Y9w*i*|C-|;SdqDIZ_SCT
zc+BgU(ctFyQQriAiSO0X`6~N{b&fV;{Vx%JE8;2ecS7?s{LSZQrh)&2^|9JG=r?fl
zxg+OWPS^aNfimFc^8<~*zrp&0Za+)Gt7H8wKhkx*<8o^_iTg!1^o#7oRk?N8$obs|
z|IYBwmV)_@PTnyO{#9|mQnxDyUBD`x*OS;kE%fh#XCBR5mvd)}{YT@u*^)?iJ$OE2
zJt3LHvfFKg%pCtK2Om%g{0g4;7zCaA;L&(~as=WZU~@PnFguB>`13sT*i?@vZ^1hm
z_m#3b*}pN?Np$(wC$9QeuEHFr?vK6U-xB&ok@gYryDvFit>d7DETyv)_fPA>KPzz+
zXMNoN$_E|||1w{4y7bZB4#R&m#-(53UsAHp3aroQ^6v(|X&2X*Zu1wxdtm%20v)HD
zb@tayT)!d2^|5fZO*!~?pThpS{qzIB;$_aGu@KSVu6Bv_Z-bl9srF04@ifKyn=a2Y
z;O70cl0NJohU*~RJ{yA%dB*AL{9Xm$f$xE@hs>2t$~xxvB=i7}dg8G?wf<Ca^Lwoi
z6Ib;f(T?kJ3H0BBTbS4B_K?Y!(=GOd<J9e;3wYBwPPZI%dV`0@u)n@9wwt(0_joM(
ze-Hmy_!mSu==k&aak~33PtF7XFTi*1NF2{H;!5B5Jm;$n{EvbE@`Slw&%6!pD8M?C
z(4HgwIbCzStq-09<DQPQ4|oZzSL^n00DRzB*4O?40jz)TYv#HgRt7icvG>7!v$Cgd
z&mn=VGYRXZnUUY7;O=p(ulvY;@KVM&nU)@~SN**k?tkg{yMmkR9*e=JqJ8S~;}vl8
zdt-d)f<o0xmy=xnx?P13SLwPNa-69Ve{pd0dx6@5M_pup9p@78&=t(}xc3I!gZk3r
zZH45VuK7LNQ;4fL&F7-m!2c1RTl)lY$`q`V7UOD4@C@MQ@7)vyzk+q$%kXbOT%{Y8
ziQ_*HJ`w)rc`ai~#E*K{<<J`3Tvyov{yGV_A6*WvRIJk$_lxzo{XKEjW*Uck5DA-!
z@GqBwb+rEj@RmC{{`5F1e`?l$jd{Lqx5vQE_xl`a*#8Kw`-(%S5_rqTtlts5A8}P~
zmC@e^IC#f=_#Yg^{&nCVOI+Re*=u~?*DLs&&v*5r35IH)=I?ZDBW}0nrQDu<oSeWJ
z_-A{?>FVpFaQXoVrPCejqPiRgfmis7{i6`)R^qzP0@>yr{9j_er}Yb`XMOYg4I;tK
z?|Ik`9)$B?dnEEw>)?7;x08~=tX~7~Yv^(KN8+j+a>Q~u=$NO$zqRq6`$g~|oJVvy
z^v%Hf!!b`tj(B#0-^F}Sw{u5EuE$uT9y1VE<=pZqm!}?Y%YaAVzKrJGz(2=(3i>+q
zBzQ2|vz}iCWnz8vea~{>8L>X2<L?PxqXEaG$H{Tv7jPd$k5{*dtMZ&$ko{v&4q50$
zPJ5gjnK)k+z=vY}O6O}QaiwGa4%b=uo6qYO&ivu_*2CuXy<}K#DU5i=5Lfrvqm1|3
zRuZ@4+|F_8_7nFH`tRUxey?efP}VWm0cwC-crIP%_ebKo?IA?ljDUXy%+o@#^APwH
z<GyX(EL?8kxPH;~-Wj~hpWM!OL1#X3mERN?SHr-sfScdjQy`4vTyBi3m2FPzmeW{Y
z&-cD2uJoJZzWh??KZL*QCi`Ci&z6<_FSX?I*YUR@uG+(u+3c^+zXRYOZrs<{41aSS
z`y%+!tE{sX={|){#?73ru8X4CIG!xHF3|mJAb1SgZEffTX6HD~_ld%Zt8y@ZFQzs8
zBVsrnJ>Q!Ke{(%#3-}7-zRzp$OX$DfBA&1uobIcgiOX{w`0GgKq3}Nrz6j5~R|mfb
zKE)XStL0?<swn@@;QtG8^?Z&8zkeD8K8?7l#|w)%zfs^@p=18e#YL@eJl9bw7wcq8
z$MF|~PAlT7oXz{Z(cnwIVSnB4PC{qq0FGy)#X`ZkS-;aq?0*`(DRHH5-mh5=ZhnvP
zJ#h2+{9JihCj##&>v+BdpN{J|eSTRCZa!CY54`#h9A{0GLyo+xABpuety2fw{60ok
zKK3`C^KV96)z|SD4=X#^`~-jVcVVKzeb8U@Jn9c{^L^@U`8nNOk66DI%Zo<DRk}Z{
z;Ce}l`AIkU7sq|N{P4dF9)RmC-TqgHBVTX0d~(7+O9AHQ?}J<g_cxv+%~_EB&F8U~
zfyWu={TtwuuXDP6k#6BatdkDoo1Xu41kZYn{q=Y<8obmI=6YN@25!DL>Q|Wcdl>7P
zJ;3{7KBLd?>%q<Q$VWxE{LSCf{F1n8|K|4%{s3-XzfT7@pDVrzZuXbZqO5-s<)Hh;
z$KdAo6Se|3zt46(xcPqlL-0oU9vEE?1&VQg3y$UX7J~Y!4*q-?bKS0bfM3eU^)eIw
zlZmVHS&R0m&x6OnzsL1m3HT3-VE=plStk-a7CaBG%XGabFV6n!v7T8K{&m33-!Gd(
zT=gR}&OPuKZ8=>XPtFpoZ+@>)d+;CnvH#~t_cXZq9!K_)tP?tm{WHS9C2<wc$#1wk
zucKejfd7jEd|lQM{%7HDe*erX;z9I#?)rBU;VzPtQu=@28W30Y(ir1XCb-PjJU^$a
z%RgOd_OFcc(fO?e-h4LaE6!q}DDV=-ed-<H!ymAJ7}5<a!{rbi%jGZ*JO^<VXCs_v
zb^GrMfAjl(2g85sJ&&!hA39sW&2i=xcs6_=NDuh`SQh!k{VAR9A>yjO&UNQFv%x<W
z{@(hWuW)dy9P6~jb&9^;@qnA(Ytawf{65b`;Ms5=Q|nv+?~CgQUDugD;`v4`%r|uV
zsY6_qrw8YK-G3(#SNSsEyIE~>WF~<*3LW!4cr_1S#~sCWoD0V^Ca%&wiTR<9^CEHm
zcLI44QJ(!>IFIQ3wgn%$mdjb+&st4f#ou=o*Go?as~v&A`F(w*DzLu!dngTwtLvcU
zc+M>ig6abQ?Ta~Gy^gUIJQ(whg77~BZhpU0`ih)xL1UiT4*W@X*4O!61Mcm}oT}U2
zPJ^4jM_lG(E{81{xE#iy9GVeV<!}BzQSwUc?~|AH_4P$@;>v#r?o)V>uTJ2l2eSVR
z@RQJ~Q<&3zi*y~8S>ODf>rn8JPgtio{Ob`{=}tg->T>RB`y;UgW+MDA8|w-8!Oi<Y
zm8!75=K!Z$8d^Vto8KF@3%rhTALkbMp!*(MVLo(1tFpeiuKOAB54H1g@Hf{>mx3=}
ziSmK|ZE*8_+k(}&-G+AKaXT6OD-u`bxyzV8PX;gXJL~Iu7uDH+8|HiZdcPL9`MlWz
z@cr=D=QaONSmy%PftMnlkBEP$90n0r{cdC=$Da=Vv!PQM>x4zY&x6O}xwTZ_J~cSq
z@pwN`_oG7KB{p$>i@^UE;%eMjKA79B9_QzSkDtc;Q}}NJpInl;9{<lk-+bRTV@=kt
z`qpDB==pz9;;LTE=kWW17d7tB{sC@&k8!zAS^q+1j;9{t>`Ywgo8L1w!uE$#0<#MK
zEt_)r=y_l~cw>y)x_rL-jP<>kpM*kd0dZBHyK1q{3h<rq--Y#deP1I*E!HvD^FJs4
zp?1<4{^t9qzO`AWD%zoL4<Cb@>+{`+t2i%}<2Xkl&ROse#rd>3_;YY`9Ws3#PS+fN
zI)R(-q0Auup?s}^zqu|{r7r6a!E<YQ5YHfR^L_v2;O6`CZ^6y^N!og>f9$2lR@VLZ
z2k=L@zu6b*9w4sD&HVkWo8U3SxgF~9B(y&3o8PxQ30%D7^3Q5<0=XKn{{oEXTIX}(
z_WGpp9$81?DxPh)9w~u1Cqt)BY93E?d%FNW5c4#>e)|;M{2qynpMSW%$`V)o%lv+T
z-Qe9{aJ~j3p4tsRtkZ?K()kq6<LUCB1-|5=$5yBTowMNmo3Va%@B&}3j`_O@jlu8W
zKBK<A9svFp_YL*+-68OW1-aZ>K)<xt5~27zp{Ye&#c%%3;8^gXxG#_w2dyTq>T6MZ
zZYTP>;|%;A-*LY5xLx#1*8dLo`}BOEFL9+)I0O6BFlBH1!Oic{{S!QJ52riN!T!&o
zZ+=gEiAJ2R`QFn=aP$1WmAHy$PB_Q&74rKA{^s|wEc@!i?cspU14ILVj&n8g^@zAC
z=WV#Jq1SDSf6d(d9t<yW70<e>tdkb;bcKHu`gLdU&ETE(a{PLn_y30VfBuDe9r#x#
zuJp~{%WDsR^Lu6IfM3S>LhC=Ubs(C+1UF{=GA>S6_tS9VsvOMsug8O%--rJgI^}9|
zIq3GBp$Y4_G0y9F%78z5;jyF9>xADDSI^U~!}XL8VvQoM%AtEn*4OiaiO|_{h2yUU
z|FiH9OUC|%EZ*@PJY+s|oo-N5j??`9?QGy~<GxHI@aA}4RQIEy;K#9Eu@dpz1J5&`
z<6MAv@;Bpj&F8YxHD^A$EBou~of_cg?<PzpuFA*!J<|>FH@`pR7I;g{SM~T%xCN(c
z_PZwFVR+6&=XW`{xi0h&d~2b^<6F~~tZzQY_#1H*zxlhL2jOqNPg<)L>zLnL`!l%t
z`>k`pr(Ndq)Z^p^;vbqP9EN`co_E#jy;)jwy5{}aCd5Ca^CSEVVI4r1+YxZ{`!ueD
zo8Qa&O&d<v-7|4}7)4x_+lBkwp8KG^1-4~gunO}d4&G6MxVn#j(pWe6jJWFWk+?rt
z2s+b=tNFmT&RmcBytW4Z6)=C+?dK736_5FRdx~#ATs{SDPT$YDp5ttfe(?!-oG<5B
z&u_c^gU%rMH(Ja(X`GyaImA`I%==2);D7vvhaFKq$KfA^`3$E{zk}M2^JTubSQPv?
z#!uY_nuD9aH}?y16_5EI?ndxD#=1>5DiGywuG9WPT$OXi6r5i@-p+yl?amyzZf|$M
zV<s>kiu#T2!20I%fg8b(;=Z2Nc?6#CDVJM@|F60?fs!mc%L7ZYScbuDX7>!oM-1Qr
zO_LFsS(P;wc2`$LNm*S>l9_5X0`rKBjI4_8$c*TS$XdiE1O|aD5StKaVG}|aAqz$W
zm{k}Mn*f2a3?6ngY!(cbF=oKV^Znc1-n}m(GOIXeK+x)&FYdeV-hci6<?4AoK9YHU
zTl475j(R=DX`TQ3imY=}-}{sL{EL&g!>{S{={?2&S)Whk#^tfR_t*cae3$X*=U|-P
z`;2$Xdp|_i`Q7^bhbZ1<`slyeJW0O6M?NL<f0Xt&JFn~iCp!L^>T&ZozYgO@1Ntcc
z<6mN&aN~EVUbDZwrSSYO>-;~G)MtIzMAq|Xs!xAhCwiWar}xYr>G)$BmwBc>|ARVy
z=Dmck4d45Jb^Mk3U3OldI+gdP_n^HP<GJsBg+Bj=7s$E1zrOdI`FX_a6Mp#xeg4)&
zo;Q8>zB74mTF1Sj<G=aG5A)1+j{6uVc{NV(jnCKT)A-<9bUeKW>c8rE+6VIRSl07f
zn&)G9?+@$vpM0*Y-|)JRxh>D9baGqA)3{9gjy(SZ>ZjOueZP*Ub*wMFE6@K!?ZaU9
z%-_8y<0<}j8RNtkAO5KDMN9eO7RGts6puB({zW=ZTJQ5t9slQ_C*S)XJ>QRfp}zNr
zW!z}vag5V@Uw2L3`x1Tr#XA1m@04+~-@Z}jxvKHU|3TMz`LkvIG!Og>bbMF+ETf;d
z=y=*c<lQ>{L%MIWTIB70j;u57e=^na&--#&r|t9GF;4RNQ0c+W>*GFG=DGBn^8EAl
zdoS|1{!8$W*I=CHN$(H(Rh{RpFOqpKs$P5l&y(lVK60O~<Cpj4i)=mLrQ^>~+-XnW
z{iizqgw{WroWJn-GJi+!aWH$}Wf-?J4VHiAXZ88CUiE!nB=dZ-%9#(+A8qP*+Na`M
zbUf_~@ysufd4`HBnt!^7@!Wd8fX9&^dq(!{pFB-o{H=xOe^lpB^8x;gj(>*YT}CJE
z7w6ymIL7H5Hx(~69O(yj{6(KFGZ^0T2RskrZXYA#)=%tz{z94O_3DS(InH!E#U*}L
z#~;-^f1Cf$b^OwsW&S<g|4;ZLng6z)?=y9LigDu8w6Db%>+|oc^%3^`+jRVj`USGv
zxEJ!D$^2>m?Jw5xl~>4mY@L5pc>ZI*Sk|-lI+^(!o-PahM>?MNd;e;T)BeBcM`eDK
z8z1x~GX68FU!JYsd#vNH(Ri!T|BvbTPkgB8NBged((%_SJ=pUf`Vv{^?GKPA->CC{
zvW~yt|CVvX2d?ONnm_-w7^n3=r2eDXQNO0+mwsHn>zO+Lf7kI}O5!rtzEtK(?+tvl
zj;Hl>M_(q-uO;@|_h6jq;a6q-&(Zh(I~^atQpPP0>Mt-({`(se|NZ@5D)Ya;=EJ;6
z=Xte`|J<7Fv)Nbg)bTaV5Bw>8{@Op6d0zQ%WFO4ldojjooog3m+;EK7=y=-4;LSSE
zhp2yN{Pln7_@^o^XZrnPUMBDT=)ZoLS7Og!(eYRRp}hAKo+b<ZDjV1Q$wzhlKdj^F
zz2Sd|aa#ZGx5|Fr*5{x0<?`M?_)D4J-ut;2r{~)mPy9-K{@e8Vo4P+Hx8I}Bzxfko
z9@9r3_Z2e#Z>!!kKkf+~e{anbd#29+13I4GSG)akndgNXcd+Nb4db-V7ps0ZyzVD4
z&VFTrGyj&(^N8ZHcE0cTl`{W3H9lo>;}MM0{AnMFTl#!@U&+_#_zM$1>&#cl{Lj$*
z#;$(vr|9^a;y<6N<FC^3_D{%unjCoVua@=v#Ixia-=*}hiE;YgcO-Uc7vse5vqWyc
zRL5VSa?)_)U*`FB5y3y+rO&7L;$8Y0nLo{I{ZfpR-u$eUhl5$pocSevKD`g|gTGeh
zN$>r61mm>--`|t({bc>#u|B_{^$|u_Kc(Y;{)Mt{M$aGk3YmXb>pe~Go!9ZS{^GNB
z{P$H3KlADG8E?_?RDS*?#%Y~@^#`&}d+$emo$N!j3HX<DJdS?;&z5z*LBH!Z#_7C1
zT=Uts^@qQv<7xibf79_N6mK{D<k_#3^`!kVwsib^zC+e&&)>p0y*JJ0|8^bU(maO`
z*7f|g&NEYfH+}aBUoY>y{4|-rrQdZO<23(od}U0}uhr*Y`L*&qrse<nIemUx{bD=c
zkNyUkC+$D{l#ZwR^ec4yrxllbO4t8(9sdBe&+WWE^Hnl`SNo@#Tzw<P>3l!uRkBXo
zho9Hy)B3?b*YVe?U;KXh-oN*1nSb^JvJYmj?&<i;|C5ZHUH9D>r}u6h%X^{z_<w#^
zpZ~fy#{2oPuaWtmoyear)$z2B@8>X1^FRIlWqyl0|Fu4!-h=Z|ua)`J{(hgW<3FhV
z6D(i)_jEk1>--yx(|d<+m-qhc)8)H9_8VpXFIIcwnYwQ?jMMYKp!@%mI{q~}KKV15
z=Zx;p_v<`=s(!BdYk#8S`?qA@Z2q-xlK1{w^<PZhzEsE4e80Er`0Lf~HF`Mn%`(p`
z)jzU%E@7P3pWe6oS^9h`uik)hlII_k_{(qA=Tp1)uP{#YfA2{4;cs+5Kj~X!J+Jvs
z5A%+hU$dj*wSKuep7uNXS2~{N5xqyp*R<Zv`1FInRo?rdiGR1N<7wZpmtj1Y_xLsX
z{8#C@h!uC{%sVhn-}|#)Cf_?!dU(d`<h>uJxS#ERN5_9<Eaz_c{L3(&^Y6Z0pHKVR
zwZ2W}PwyT0J{?c<i+)|lU#NXK%-;K7UoZ2#_f*zn^z->T{wb=jZT&CN@iaf}dvrYQ
z3;K7yUFQD=wYNLEKifL~hu<Ray`<xxhjH46mnZuA8}<2Tyi}eyIr+Q%JmQ<zWZdkf
z_ktoLIiJ?ce<H@|yguVg<-Fdh@4dw1`Y*vhzCq`Ct@=lXhn)S6{CPc!aeD9HSNUUd
z^%Xjv#^v9p<F9;;tl#$e1OG*S{!c25KL_LV-aq^cna60US9t!lJdXZ{D#vU;f2Q#K
zU+Da|G!MbndHFlV4|;3j2Yn{SX+7^!etA;&^z|60{lEMXvd-%|{&s!-TfaQshmU-t
z%#+^R^(r0zAhkElZhW_nzxzE8^USu+bKfQNr1!*qs*Z1~-(maqix{VM{^}<SofyCW
zy*J4`pYusFV)olU#_9R=zO6g@{CnOh-?gUS`&J$QB8^Mh{{P*7Df8FrzA;Yozv8T{
z=Xp<)iJsEu)4oYB)$!l|6M3)E;m_+lkN%PD&)4gEeqF~u{7+>5pM1Lf;UB!2-dq2l
zRgBa5zE$%c@BJNl=2vw5<$v`s515?)=<k;2&wZw>$LzhEI(}E}|Ci~j-mc@fb^W$)
z|I_!#Jn21s7j-<%XM3ZLr+snXrsMBY`DQrqZ|nHSyi3;E)_wj5|A)MHU+Ki?>J=EL
zbNR%Nmwo$Weg4Pv`A@qm^Vsue-Xim?{F&^J;S6Unp4;c^`h1#yct^*7O8439y0_{0
zk>Wx&=kMrv+L!Nl{!jfbwMz|`_|Wf_@fW{C)^GOMH({K<cje#7_a5na{fIvQD~fyA
zd;dnq-;&^I&;34`Kka+)Wf&)W<IS3PYJB}hef}S+pKkm4`#PS=hr##jJ|}$oofxO}
zf8;G$|M{oO2fSOKe^Xb!*ZlF1{Z}$iTL1Ow7^iifN#e!FHlEbIz69g8C%R?)kMGp^
zKj!r@o%{zKPwV2p;s<2?|Kf*a{m)W*djrOaA3sR_cYD`=*YQ7p_rv_YO?~<L56bgt
z|MuU|@$|m<KgBrhTY4|>NBoeC-+j8Q=dC*br|9^5{!+#b=XpNHX`QJ*a$BGOi)Y9_
z*!sU&pZ~|dA>*ch|5(Sz2|fJdAC~p})xVYZeu=K<1sJFIzEty*Cp!K!I{sN_MV{Z)
z@n`>tJpZAulJ}Z?{!ATD<A&dhai)g^=lKPFexmt5M$i9QpI=cr|44oBhySR&H?6aK
zw~lZBaJ)b5x6=34|L1C9{1(P(AJY5f-&}b9$MyNNAM*e9V=_;AFYR?5Pwx}?XF8tV
z3-f(Cp590H>li0`OXE=M|61Og_B;J*jOX^@2Mgo>Ugt^UkDvA9GJksS+ZX8g>ogDC
z&hguI{8`^6=hD@q_*0D2`k%NWbZ9vF`~QT@pWX}h2|E7oUn29oN9P&p_?wbCpqJ_R
zf6+LR@x|}y_(y-g%+uC+R)137J64?5{G*AE|Dn>S>5(_-c-nvRhjcu>f9h{^{CzZz
zZ}Rycy-nVm){j4haoV4>-{2ec`R`GAXy5f?I{sKvr~FYrCG)>r?LCv**D;=>hhbs-
zbvjRa|LJ>l{40J__S5v>#!t(8U#;@t>vW&LM8_|GqdflwI{phf{;=YHW^cUD&*=Jp
zU7oi(g6Hb^GZT6KT8z`az5I8Du6|tS|2}>G?Mk1Yt>gd8&&vGYp!(P3*e1qlo{#@v
znddL``4{uJ{!8$WU)1N*dj@~6@chQl$$MLxpK12q1mpDHv<~7+^!c=(<U24<a`i=t
zp8aEe{tcS{BhvfKnZN&bnLo{k*}^!<y&p;F<O_BD%RWu^|HJf~U#H{g{iN^G@id<D
zfj=+realbFe!flTd8Us4YWraxdGdYa51)W>TF-lHe_%V8D>|O)$AON&Q1{dL_f<On
zYOOak`|WpiJnf_MrN2Py{2$M}=o4i<vYInzz5?U4o=^N**@q|e5AXGh@?9z3^>G-d
z=dXUcJinsPe}<0#>tB-bXX*H_={%RdUH0eb>GFsFsN>K0A{l>;`Vk-h4w?U1n!nW2
zc`6-$y5`%MocRtNf8@{Pz2=wwM;-sKN!;^ee@W&~>vO+I$1nefhxv`)^fY<#&*}Kn
zpD*)&l&<Ih!8p<9I}$zq0lzH!_D!#n?=pU0!8q;Pv)?WA*m;e0{EIX`W#9EC9e<YQ
zU6_3S6CHnr=H)(9*R%d_<h`%>GI_7j)j!2Jy*KTj`Sm)U_Otz6o#&f=N9Oqmo&T@(
z`9D&>)z-QFD>8rDr{X0#p7td;)9Vh0)y>1vQ8k@)C$lrX$!t11J~()&cc!YYT->g%
zZtm<>)tUYNq<?cTo%JWx?6B$$M@RkXnaogC?T@OP!_i)MSnbb7lWEmGzI&!OIvfxC
zv;O`==h|y4m^t%Mbuc&@RNcv>d#~yr%_jHG989{0{c8XC@bDgf68u|*Cuh;4H~U8q
z^~U2f)eClJS6k=DgMP1nXE5zoz0uKhHaYIi<WCz_H5k#a^~qIy{;1c*LNVP<89Y0<
zc{G~z@h@wwine7o=<yo|-QnPc_&01;_h`S`@5{{e?<<1=p1*#+s%{<~SG~J;ueR~q
z{r*AscsQ%@iYKe_XgKKI>zt{cbM?j}7p`LF<GpILI_wUP@Y5GuZDDOUXSXK(?tazn
z%?7vo)%bR&y;2{YP0l<q9Ub9&^_#D+UBSO!ZLRl4`~59^-)wjEyxq$iohN8f`p1pI
z^x_EnIvQTQ)t%rC{YeLh?Ec<9=HKniCWE7!oqO9`;UCW)4DMb(KI~5hy{p)-VZXE0
z+gYjb^Q)~kwy5{yrT%z!tD-Hm7h*L>Gko3jdjHPV!4ZD)Xm6)Qzp*FU*ylsq)PCp2
zRsU!G``K-5MSs#->F)1e9338lDEOInb$zF5oz<bOVYk=kzja#J{;loK?(U~mm!Eh2
z;_l{+>!4iht-SC2jpNDvn$o^t<7R*M7`|X%CVsSkZ`#?~nXOLyv(269&TMVipHA`L
zIy+tZ|2Td7`1L2R9}kDYKzn8XcnlKh&iZl&nD>}B?a=?KecnBE;b?zr(#N?ZPX}j?
zDf>(k{9J!u&vp+7vGv4ObQbNilm4*Zo%Ur;dsf#FlEQ{Q7`?VfZ`Ds*=O0~M>)@Eq
z^MBvHH|}@l9gq9j_M@Pz#h$*j*16sA<fBabGVyTMnKyCxc>k$6k1GY7+dSIt9^LG3
z4hEgh-u`a2%Un_W>l00Xy?eLmuY-HxUte%NTxM&Xx%zg0G8^m-`@5sXH$9wYZAv^?
z-by3)mCfnq(X4-S(j9j81FBpzR<B7IkXrDZ6A9^aE5z9W4YgKp6ZP+olw|KVoH8GB
z`h$DR{$PLaiQ-T6^Ealm$<cUk@}!C?;!9)a+TZ3))?U#s{M6$S6r+6S^>iEBJF|Pk
z{{HhP1BmO^`W^b`1yYgBS0GXFn9%oJ{%S>YZ5$sBj`m5UmQP*3t+gSGz!Ll2!~3$7
z%#2GcsJ;5g@nAT+->WK4yU5avL!3g8eOg2zm<GK%ID}ObYS43s-Mh~N!<}8bFugQ7
z27}kk2h%4Tm;2q>@uWY!*zVkhwRCy=!nID-xqgW>ARBV}-_`oKaryF22h!@oBUd~0
zL}XEcwZj3i4693@cKyP&&5Oj&JG1o}lvRK8%9eb1YlVyoQG%VFS!>NqpM7YRS$`9{
zrqk(MY;A7uw5y%9>UO7dW4F2?!gBX9odgu>N$lKZ*eIh3SxiQV?XB+Y)`iJU7$Qfr
zi!GAS(=+?sSyzo$URkSEUFtt|+^_ba%{FCbH6_k>CX>-*^XOp2`nZiXxu*xPP%$O;
z4ia`}cJ_9k-cCwfG<U0AU8{Px`mp4N{iDudDA<GpH!i~XB;)ClPJ?}DSC8>LvKTkn
zB|aqD$JSYIfzBq~!3@>{UN~#5R@-|OwxeGi!KlN?+PFKIY(6R<l)SOCvr7BhImb5X
z=-%eeS^WF$?VXKkYu8&`@+(jXZ=BoKm8+whgC6gVU)cISZQ`b$ugVx&8t+=WkL`lt
zh41P;xhaF4+n2^TRNg?A$!5TvhmnMxfe{V@-RJjAWutdy8}^xcQne4W?<Tqd5n*Rm
zsvQtjZ`PW^##*N#wX(1>S|Elx8#t`~1O!0VSZy!y1XkHvhu46IX8r0GTbkk4GS!7D
za<zZ7Z;NjG!-3+P&MK15<V4IpCfYpg{}w2$u&PMClX&L+^o~Vq^{9WRaztYX<c-^a
z$U7SlAeHELng(nurz&5X{f!-Qo9G?#q(6Zpa@ZYL-5DQthpo{Ec5uSgj|det7}DW!
ztYUd3@@Z8mc_akY>70d&0{aP~=^V)=oXj~R%HUwn5ur64JpQi4j|tW*5kZbFN@9q_
z;TEx!i5~p8AT#_pi7F>!rf0k3G0`Rj(&57oKj-S^BNrckyjp!|jZR!`BeoVcl}Kfa
z^IvJ3<ID;t)I`M4oMl?f5Ve~yFvWv8*T4^*^UOpfA2x9WSLhrtdK;391WI5}w>J1g
zU_65L!>=KSa5ef!;oqf>;!!>e2-1C+!pbh9<u+kwW!FzCtpjx?Px}*M)#IeSA7>>a
zvVUiG?qD>z)1B;ZZs%kaoJG*nHmit9|8N8@gck=C=BNj4fPGt=kyoW}ZdJRak1Kk?
z=GDWM&V607*9seh(Uf)B8a&(s;+55E6GN8|X9vUX&8c7lSo8yu>*q))jYcXKbH^Ji
ztdPH;^w#C1rdah3prP?SX!Py`E_)B$1NBnlAG~29cEnTHs_7kwNis(|^jbZcf+)z!
zUbouT8rHW57!Gh-D8BR7!j@8JE3%KkLZm7MrXrJoOaz?F`TkKCmSi<J*nE6Cfu&P1
znzgxk9oy5wzo`uYr8pe-C!4!QYMsvdZH6RnEA4HA47YYJoajp(v%vtv&h=+(=5)45
z7|PBy$l5tVg_P{!A@eZKZ>3^+!Qv&=d#&}vF6mq$VI0dIh<$)?K;}kw$n*n72h##}
zBuJ)4FOQamV@U-hN*X$Et*Xd78_XDR?C)31{euH+QU7iaI9t`NtNr??;J{6pLx}EH
zunBR(+q(?GLHxif8v>Tw>|v8y#0M}p*#Pa48P)56ioxCxWdwgt*)j()V5$xT^!Cmk
zNg+&#`A7t&TY>L592{*v0b3KVhVf?SdNSqcn3v_S=bjdDs~&{o<nm;6$fhM|e5E?S
zJ9@Hz#JCfvX$}<x7Sm>O_9?-%TX0a+S>J)FKkT#nuKHry-61tx--?au5`o3Ug-aO+
ztKctU+uPW}bH-<NS#M5Q<Uf&c&bwhGM9JdC0kc5deT<|6Qx>r7`s!Qk0DE#I!O1R)
z(52bFx(c)UYpg|7(h*8LN5sf%J|)8^^U8KrfdL@?Se0(+-2U8yGb5n}DRSLE4w2Pb
zrGI5$pY^1^PpGG3-+F09PL79TfTXo?s|&!KVdu-E2^$v?-a^ZV86R2HWj|99Hu_On
zL^OV-v-nb#R1p8f`$Rh|VAWsfoAr*t)L<|oTFjGgvnS7ni1_l}RLgnKr*K5p_YinG
zl5;9=9l-U_jGV&$A-p}7<RFv<kL&#SczR3x9ZY1R%RqrtDr97@I?Ddgn*Hf@u%zi-
zwjgqH0_$)V0z7*xY}I5!!OE!9qnluSwKHT6B;HvDFd^yTl@qy!LR2{(YB6BBsX$|n
zW3n7=YAZbYxtcXQQ=(iW!xZ*8A~ff#O@cuOGl(>VX$(tn5gT*N`16Vo;cA<|ROQ8m
z1IQkh7&ne~5X0o?SBTYOCvd=!anQkLXOY#O<H0LMIWBUqLU^p|k#n#~x>?);&<34r
zz~hfYC|-dSyfh|-O@0G3G*)ofeG>jXxfh{<VZzhwjG|D-YgS`5z(R+`JfAo3o1i*_
zyAF6t7%_WxMg`Fc<iP0VHy=A!4AB9eVee1qIp=W_epc`}%K}P|R)Mqtsbl@VrMQ^~
z9wT$HEMVC2sKb(tP{owI)+_`y4PY;SChawlDTRG0^i8yk(Bs9?@c8hEtex$Fh@sG-
zExF4L9xX6A=g}G<Tx2(MdlS;rJuVU}d+R1My@$G(APDd}_OkKSSNB?s04Q3J_s)nz
z9G)atE-9uKVzW*wi&Sn^HEeCMrI~;3sjvUk<`zje(^&ZL&`9*&&YlqOIT%<RefJob
z8226T(VcZLqqzo{We#D+a84U=4(U(4_tI`}2x=w2TT?O)#?`@irJ9a=Lx+Ws2s;>a
zv|t-M48DM20cA(B1Us2s5q(#r{OO(attWWpioKF8W3bVB>Wo=r1N&LD<vs5Nb}D}l
zNk{rWvFNw4pY+B0b<1mU!SWT>sGoK##p!8RJWM|?sDNX**xrPthXpgL)Y-)UvSX<6
zpG~L}94<k2oAlr5;IJ+2igf<nO5wA|r(^m`{OLJ(jQ))&!t00DIo6h&YO+59;C}50
zic|fn*lNpet|<$k2G=S=$Ppr-C=v3HLfo2#x}TtpfC(i?Jnv{g|L9D6-En`10v|xx
zIso5Rs&)1xJKF>htySBcU9mG7PCJ9tYl#_Sg&f5jdru%x5l!SjItg{GvE66DBj?nZ
z_En|flqML;zPD57{X&GmG*2XW$h}md6PpW+A?C~xobEiY(r`8}j?yJzl2j(n!F1p{
z#!OB?F^rscE0gP0A>3pE%5B&@AiPesc?C1n9fCzg%Bckk>mAq~z><djyP!8@QH*aP
z-)9JkcsTA(6uoU!-E(${YzeSp;9^32jmA@8F2q}S@pQ`a9%=xP!Xt#{>|7)W2V@y4
z@Ejt&z`L6u>kEN`zaCoi1V9dva|fVHAWu?MXTiqf*+d1v6y8b}SV7_mu!u%@09>o6
z1LI%Je*tA?^dPbN)I|Y6WZqN|9#1%zyaox*5@SLHg1i?AQu-KH;4;ti=I4f?p%U)W
zM~eNL5v;UjWQa>(<uv3*QXHlv@nJS*CUI6-Nzs-w3<eUd@a-M-qDg8nXiq_Bj+|`S
z$(w|%pLKB5N#yi|LdXPeqDoqAQ6&JBDStB39mrB3^JRcY!}fknZD1Xd2OfJ0Cg?qq
zU^bnea18p><D`U<3yBDL5TvI(T&VI#`LEsv!12QgjNxY9V>WM6`?_>Mz!5#0Z4g$;
zmJJp{A08Y*mfP}%s+cwmz3j{YQ_JUi-5pt08byU|i`}f5QEb>UPA!3D$FDMHjh(S>
zJ7t<L-Gy`|b?>aRMzEz>FQ<!S$UZbOSg^tOhsF~dVS{XhYB<>IRlVskCu(~Ma~>4$
z^1>)Fi*j~bi0E9B>}N#R;4CYHx}VjMDf99d;|3;g0#A04m|!W~w%-p(T(5IN$s_B?
z?rtIK+jJuMV+!u@FH*}%SvZ7T$-suEgCiweCqZ?1a}rR85?(y0qcg_AaD*j7c@GPO
zS)6ejCrhvHt#rttg+w?zL4Nz_5NYT=GZ+L(@7@Hk9{t)()Y^H%)Y{sufHDB<zfh3}
zH$56dG|moG09NgX+7GRRAeO<QJp0#~4x5v3D)}v<`-$%G_Z0{_N)3Z$q4I=4e^0)2
zs_7ZAzyuRozBD9)%j)h8X=A5Q`}Be`8<yl|=(Vm@S4f5?7Ah?$-0*IDlMc%CUVYnH
z4g>jv0pjc(F$Gp{M=7=9$vi0A2CGK89CjAjRSbG8YOT{2keevhdd?1oRbh!{*d530
zz|ZkM^7$Cr^5gV+4kKkWuY0PLKXfw74hkLS>#+s3vCP!nQPU{2gR{DkEYa~$p!((M
zYr`Q-$X7I!DqRX9Cs-|r!`s^dRe-t|K*{;Ihod_bup1pyHd5xBfvID^DQ6SR!ZfMm
ztI8HXLD3Av9@5UHqXTjSAVRj)P!%E$M5QH&ngOX)jw%nIiwdoxcvlPKmLn@DCti1A
zc`#l$F|W>{^_WE22aN$U?8p^tN@E(wmFo~#R7>PwHVZK9R#%`W2!|1%HIvT)^ov6T
zHz2iDWX9<)1wlquC&}6dwalj@Rse+Q4d;D4C=N{J4^S-d9F$UqFawDKE#X(RAnlW{
zDmjE?NK@7<9g-QDcwa7`aN5}m5(cAC&DFzJ2jWjHBK$tJC48VL)?S22X4RL5$d?Ee
zQ3kQIDl`GSQNsyCtC^=>p(e(a9XtKR-5oVs@HxKRLAW%a8^n)PX~DgIF5opu4hREh
z@qUn|#8PndZOu53)ik_{5<z<`HNe_TmSiNgVds~aZ+OuSwhD8Af-XKc#5N(!au;(z
zc#+bO>Yf_g18kPb-`KV*r)M;*3N%Yt8AJrIq4R9BnV?q2ZFQ0|#}wF$eOGhb^}}ML
zw8^hAt?L|zAZ3)~j8h;*RAHg?4F{;o0{zwmzNPu!EZV{lJvr25FV?(G5Sxp#OXLD3
zHFS3g^&`jpG$@RMevIgCu;F*!gm*q%QnyA(r<_RDte#lakjD<vM{vijb^#Q`Atjti
z+kzfZSamePQ6#yjo)weiV2B;(4>7A2$tZ*YVojKmOvWF9QY3_|K`F9q4=Y5nBEVrf
zZUsReF%*`Ax=UeK636fhh-=`z7=Ba|eX7fol$}5hpLb<RW=PqT^Om2fpxK!rRw=&|
zArr8=i2-aQd12VCMPOA1fxHqo@CPxcU9if|6=RN^R<<`57Q}#Olphe(&Inc2jN1i(
z!Hf`*1=Nj4&@FKeK7@UYdgAQzPJ$|75Rx4u>>dySgaR}!MTcM$?IQ!UOR47o$Jv@#
zw-gZz4ew$}>-z)BS*GY&C24oaK~)X~3YKUujijD9jvAyzGIh3AE_bIhDZGPru~1rA
z@>1VWC*Rj{Dc3x&{;1uKf`u31R&uR<jP-_b!tmEE4hSkb%u5Tai(2i$6d};TKF3Yj
z%yCB1Iq%LWyvA&I8rflDO|~u3%Oo5ry(N?SqA#w|iMMAOKoAgAh<B(flPmKGn97{H
z&@3-7r}6G`(t<r#wcZISU<biT55_Lo%-p#IwySGS_2YRXi&})U330r~h$*Z4D~F$n
zd#_Vj?p-5ZFnIv?kz<gv@nu62C<`hbrZ2c}6D7XnYWNJz1{o3Vt#d)5a9x5h7qm#-
z$(0Zp?O|?rA>P?gN4-{39ZI-e){c>-dZVqbf#ZlVk`h>YVq;E_7?R|oWH~3&43R71
zunJ#c>UQD&YQJ>^eP;I@{bYBJM7vk-W(o!IUp&x|ss#warD~Bu;fylQ)lQG4WJ?#&
zdkXc|GU%1S>yi)(N`q^xuq;T%r{gKZh9T?Y6tQ4!iLVl<68m*vI_Y}yp|>E_8++5P
zH1(eYaO{zS{nU}L<@lwBD`Nc?<jF&|9OAI3Hlqe*1}vTNPJxJKlflGfVf1>}0pi=o
zNQXu44b`}m1b&d2Yd<{ivg-Lqd<0_AAsU3rsIBh3;fRY4B=8)pI1wq>wK_&QUw6O|
zUN~z8AAUoMA4t47yIP73^5s-yD3GgVx|5TDNSv+XS16I0avT8}47q}u+JV`w#X{S}
zgemw$`mc0cy?rEIieU=_KRB|GYJu>CP(pk6DmoycN(KD}<n@kO^3;jUFb<6{MZ)+K
zj3QN7STd}M;8otdXZ50P$pcgGZNdRb)I<OsnlT|1FYgY-9wTz4lFLZy;n-IsrAA1m
zC{~!^5dvcy!kn;RI}n-+@om4=tqlO-%!A0b-If|BwjRRFf_kY_ot#s7TvwCM1g1DZ
zUM%y9gT<*StW7DxC4meqeYdq5VewupwA!JJQ4`N`L;&&opEv-D>}#vXXl{u>QGC~l
z;Q?veh2kEt5s`l;<QDW=qs|;xZdcpdSMB1kJDsAb8awIJbrvY~(x{M?5bhitrCf`$
zyHi!eQ<6SlKr90Zm^C%SbkM5nVZYINTa7G^$oOaX@+5YcOVE`(ZdnkdA$4gJ?+VTc
zh(yFuRPN*HH_)<1{B15R)_w>1<WW2-+pi8`os+zBIGIbI^+C&uQdX0e{f7G-*u0UW
z1^Km9QD6EF(u9H&yC8G0%&Y~%k<76(Ok<t9xRCN_MV`{~ds0I;TZpzpK+FrJ-A{be
zyyol*i418ytvF*_7wJ>BOAKgu2mjqS19I|juBe3fg*XY0l@h!GN6*Qt)x>W=xSaP*
zQAKbZsc|)T&9u!RE<n*J{T<oV_-YDB@-NrONVH#>;iv^w+_DG#Z15|~bx(6WVhx;O
zP3#apPsBo=bifoDyEB$s5`R5`{|MAhY8mtcOqQgaW%M0p1}tPBdxwtDrTyVnt*q7v
zFU)vRx(N?%J}+`rCGX_)oVJMR)OE!Jv+0mvSWN~uZ=oF|$+4)ohV87zL#}Be7_b;S
zl`i5lH3R0XAdsCiv(YhHvrOvwP63k?;1gm*;t|yA8;>Aoe3niHYj1H4XO0Vt2(Jq>
zz$A8ckyuRGT*L%L-~lBUaFwVO9=nbfRjkmFUP#u@WL6z?2gBND@{%<?KwSl>B^uj?
zcu}lK9CU4bw9F2n`vs-#XyvcVm?hNTXUsZWHn39@zs-^4{e^Z~tuVtz-50l<TplLv
zQPAdUIy#>8`oiC`o3@Eb;@n(eI(CZu0evf3W1Og-ty6?Wy#+uPUxzFUN@LvIKJ46J
zq_Ea22d=50RX4<M2t^&$$e|S(7_H?Q4F))P&NA$DpQsQj<L)Z=>3-?6q|1qBe11R3
zG|pIP$_9;Hd(O$^x32~{3=d4UwpyruLP-iTKyL!AHWxXF|11^$LEz4uwGyNHaTn7S
zfGEJ*99M_9Q;;+gWN@nNPYJppXFEp7VKC<WV5+^2#ab1C>EJDuqbwwYY_$c{CM*Cl
zv3QA72%Df5l7-C{nyx?|3ONeU#{v#Qafn{l6j7t!669LTI!Iq1xHv8wVZZOp?_BUx
z>Vh$O-3sE@hEjMiz1Bb6LksE9ACE2EqL*a+;YD;_Ta?bMX3QhTK?<|cn3wiO`MfwX
zX32sr=EX^$BT81_0s_v~SUQ+lw}gop;s!6&1D(mkfp7I+okSF&9-;T79=@B}+W-Nv
zI2V>r+s<&2E;|sv4@emV1SzH0=e6{jJ6WEuZV*M)$rf6|^ji+B%YJ?auR}ZcE)wy%
z0o20}qq*LNM>eb0L#upFOW0pd9bl;oI^R%Eq;$m7Uei!I_SqP%z#+69#1F<`FmN>}
zQ3G@=OR-={)7vR7M}MwM1!Rc|sH|Q3@KBnn*rezJ1FAy_kN7Zv2n&`yT!C%u5)>)9
z-_sr`_4$oGVB*fn(Uxuq_^28TZ*FRg-Z#MT4efGx{#pZ;EO9!)DS^fSxi*YFBP|*N
zd0-G9$P4hB)Zd&sAeDteG0xq}_Ip{7SOe9b>ay0NR{#)8Msn*sEQ9@v<1y!zDwrT*
z(0?vxff72kKzb)PA_(@qw$ggntA_mtkGlPbPFbQ5Z-Mv1bR!`kvV$9Lg*ADhz0+!U
zrvZ$tc{9G%<0d+BktoRskI4J16Q2?6dJlICOq}r%IhX0D1iHw6Zs@W<vo!BCE1rTT
zE97dz`f~IkmU@f2Sl&1|!2bt;Jej$UNCls=A(Jnnx_0k)f+Q%q8RA$?F8+Ir^#FRY
z(7QJM&836T#VZH0b3BKv9KRJiVOH#8WA6S5<O>qksU4LSk8qEtE$Yn3tpduY5W7JU
zaJCA(l})q=hHl6f60(SQ%xko|P)5o;2Gi_!oh8yVm<7HZ7F5fNImuQTEvxgw%rkd~
z>YUQamg*Gf5X^W3nwhA%{3`kM%$t(pPHg}Y60m1Mya_ZauWIU<<Z$M^B_FLNgU!a-
zD2CE5C|okA4HcWks7=F0;neG<P28Wy(SFE+tq!gwYC3@$gdn>Vs1H-yS#95xf)i@)
z5YQkrgXA0#HoB;y2Bev}R|v_gxrY|a;8m)?n;!_Enj)B*6bP{LA}3{YpCwYyD5~Vg
z*2$Jnl$|A+0WM#VXWx7fd0AotGE#*r1AoJbD#DEUXXhruI813E$r<+6gkhTgzA=X{
zkyOESn!n8y=r^{xHy3RS7Ldha3%)~mi2w;~Ahhs)MRj_|Lw3|Jqt4T&yIE(}8WCg|
zG+-^ap&Sze3gyUUxi1MLp-usvAa=tWK;A!B#fAK)8ZS{(#6|=vLabmLG{SWqP8fpy
zV<3UlSpPuU{nTu#+%|yXweV?v5+yv1#hf)`im>DgFA}1k!jTKmsm&}h)n3sK=B|ZU
zHS6;IB})>0f_Q=iJr@btm(^TGdRro}d|}F?AZG|RABCW1^JW`DG*=Y^pi)(}F8`hJ
z9=nc%>nhzB19xZ+tr7@<5*KN>bAifpz?59{Q0%)*1q^%AYMGi=00B3R=zZM6x7lJK
z8;J<9Ig3<G1o|(+S4={BzIQ+@Qwr{G!_{`Nk~tXRHiCFagiy_icDZb!%)^RP8;(AN
zEI)*&(N2zzFU@2V39dS$St44uLZ$xT)fU6?AMKIpAhA{7QWkjPtVp*E<Rc=aMOXY~
zcI1?aI-&+oUOc6&9%?^a5h&LUi4*|N{D259NRcHl+id9iHhW9d-`LX_c8sQq{Sl{;
z>=~l<1zgLtYysR!@#5H#VX+<Ff@I|6F}Px=vcavy<`j^6YDkeYTo<u~iZpCE&kpXg
z;o0eKhZ|t%LsUlWu)~4#YUpP(?byY6v<^IL;Exj=VSaj`>sl*t!VRFI9i|GD`W=rf
zJ8K~03Y?U@KwKVG49cF_b}EalSZiUs3W7_pzpUWGkCqDLxZ*GI%jz~TXgu{gjKYch
zIl_b8<&*S>Q!oYT7i0o@iC8;Lqi%eNan)i>Op$hnFL2$BS=+JCJ7;NLM6>^G=1alk
zRiPiJ?bj<`Ti93DIRr?TZ_6m=hRqEprM0ij2bwmbJBkf;vNz~#5)C&sHo?X;)g6=x
zFXMRuY2U*Ck<5cp%Npk-Xk}s~Q#KYk=>kx48esrXF4Gh!nHb-eM1Scu@*a{(4@|2C
zc}b+z{Q0?qV)3O33!%VjwHPXV?ueRap;(KZwx&!5PB?P84=%^0uJ9Ohn?Ij4*u|<N
z%*Fe689f~5n;C0`-h`7pOG-H$S9B*9vxi@cilgA`GafdGb^ce+^DR<QYVJ{JGqqOy
zJrRgt6_l3W9-pe<wnzLzG+fYzNw~ZQGCEu4Lv(c>5*GC)BVat}G>HF??rXW46P}^7
ziU%^#efS9ygE09UhDsZCz4;m;Av@2VxVwYg6*S=R)er1Gx6n;ouicw<r%z79pTpJX
z1o*PMCr{Uf6foTrhZh*`&RuCh3b1Zt&G~M|9YsG&6P+cz6A@2~mocr*Mv{oNGaJr|
zcSAy#aZS89s?w>%bzN{$>i*`cku1E;;g3=`F8bDa=j@rj?r#MyJmXYbf>DVfexBdG
zI|?t?^;H3RKuk!h@s+jAlc2wOgRy{~Olv1@ltC#Xk5KV08uikiCDKsRH}j3AGf0*H
zyilZrW=XY28QBeoQ!vV+fX^C?C`MW`ev(Gt+M?k!k%)}`E!P&RMIAIr${myi9OXCA
zub4+ePbC7?9%@mh20WVWZTFzNu1;JU-crSh26odf$-`&^OJ7YpCrRC5&UUt|G2vR&
z-z<pd#l{Q1NNQKG)cVC`b+HHkCfZ*HmedL;dwDDkQX>f{zICe!@{?=iRu6Cs<q&Cx
z-=C`ip`)s~5OJ?msB+(&l0moydQx&$7cTQVtT{g&NCgNW*MpK4xidYd4Y!$kB4Xh)
zk9J;Lt|hyCAAms;T3DEG+e16JL-%13O{c3Oi|`blk+Yd7*&))Q8Nu329`b9-eDSTi
zf*Z2=E3CM|OPkDV@TF{XsKnk0`fzHW3$>6evA&phf-Emi(n7Pze3E=4Vj(+T0$T7r
zM|Tdl=B(7Lk3=~0)MOOax(~v#D&8#7(w1HjA==XG#GO*=o?Gttyn~<DjD&ZA`oe$!
z*n-FuW_GjQJ6$irq(M~701i?Dd>y7M02rHcqC#lnw$=x@&Fu&m1<nSz{c?9iw)%PY
zx`JB*qu#b%J_hpvJSm5Y6B-T>JzQ9nOsWz{e5kt2CaaQ+M5CF7e*mmVZ?&dNE$Gf)
z2!$Gcgt=Y9FEisJ{h?4BCC<=J=5Ev-oP0(eMXqA`Go71LbIVl_#Tt<J1>ZnRFPn$4
zqZ@2x3`50_r5n%8S`;d{7Md;wb5OV`E@PmmOCL>5kWu0kle?B+5nClQB4`=T3#;wu
zTrOSORbg--xh0l505-Gq`DJg3#U=Epf2IQ!j%?L0C0Kp3FFi}($V|!UYQ-0l!ZF0x
zdB>MsUb0x$D~mt*ORwqYaoe0WRW-)?Cez)>7&4R_=Qtk#)kdrULIWpBk`%J=QX-@9
z65<fOw;_5o)PAjXzD(}IWYWFI5{lsMVhi=!i$tHzOAn&`j4J2mMl#u&4@2s>^9MR$
zeyOOxf`w{J6N^>ZDd@K%U!Q(6*1Jq@G0YQ>v~*6{RNd8Bl^Pl}96N{#o5ZIPc@rtU
z1X@LXv1SQ)-_Eam*?OHaGmWgUj<X8nkK7HyBo1>n1CKU|7gT8!Erz+UdcAw`0|GbX
zCIG9BDxaiDY%s|KT1lId*r{d5b!u|%&Vi-X&J1_K7n2Oa41*i6UR;(zBK=qjg@$@$
z_^V9Kq_m}4y&(-6g2kmlH|TuX=dxE@&!7xH1+i^kvBbJ)XL?qy^UlDdu*vl9GBZ+w
zOo4_xe@Rk+Efv*8M2>NyH%`dMi7p8V40iDX<quIxwkrt|5X9T2WeY5`Zg9M*Q2ced
zc%VHU#^fPI%DjcJq)$4vUoRGWw5P+6VfjO42`M?-hk~_Fna2?Z#IbEPdp;ujKubWY
zXeUsuVYIe8Nh2=oVr&L0Y$hhQ7$J3oOpJ)UQ|th6vq=)vpSUX|Ncn<V9+pjm&mh|w
z-@Zt$QhEzZgKLkFr84>&>gsUaIULq{n*!c}EF$T;$i$@(M0YiJD450V257|6wDEDV
z^BSFM&4hEwE-GKm04X{vR_Au2mw;7$Fh01<x#occwoE9eGf=0UZQ<z2@rZ7C6Ec+Y
zAy{sFgBCX-jqEtfsYz|a@GV#)r)AH}%LB!s3_vrTsf9f9ohjoPj)wJ9mds|p+mce7
z$-m=s<Q}bhx8;@SZcF|*4gi7h_}Nq6@C?DUa7A2{yTV)AV3<abV96;hLV=QZCJJ_q
zT;X$Q1Tq@lrVgjxSJA{pIo(x_$>{lV{fhi0*SbI`e{+|Ror$){+P!vhI6CU@c7foC
zkXcg8Y(zj2H+KbE<SNt?uW_XV|0bj@$JwA0tj{_K@<)gS!RS7%EEqaZk;O+Sn2|tE
zd-4ej;R^XIYE4r~y94F6Q=6<U?_NU))`VT4EHk{HT;3RL1@D<Az%FW=LTCrZDR?UD
zZODeFN;-iyh=CiR4fq~N>A?qSgA#vlO1UsxGI{7ALt7I))B@^`4CeM~cv1W#ePmGg
z^FDsC$%)BWVpcPVmj9($Gs2Fsmy5qa3S>cS7(WYwfUfr0K|r;p)*BEH10=<x1G5((
zj+f%2#hN%FUe_B778U=+!Z>dXxY>ny!wOUoS_<6dX$&;20wf^x$ha<$Y~Dd88wJv(
znM_aTA}<K47mR}1K`=0e?J}#HZSdIQBshSyqI*UyZ@Il;^9FjS?hlTt<7wXu&kRV2
zt+tot&!$1!vA|Y!B&<piEZ;QH`Yooce6BmajJCB30}H(cSXFC<**VL>7Pg`n1y~fl
zA+(Mcbl3Kv1CJDiTx_>-U5sD@Xb71=14hbW46n5Y5BYdF8yxk;=MNP*7ENnTdb>64
zHy!v=IR&B4jGINe_8w6X7Ms|l3(7b_l%^0gNIXGdP|_6KN4E<inizp>-@H1v3R!B@
z&Tu(LgAaR<3E5<@ooUV$!M3D8Y3aVGT*WMhF-ZP^S=sXJrI%1b>f>)gTl&WV#9x7y
zRvXz#RXc*V+?$YZ77PCw_!ZwS-_R+T<e@i&X?3fN&)7BZo3w_=a;JVSrnd!M+QvPU
z!hB8+Eru6R*v;iCgPFud!ZyUFn|*FAL&C&gg4wVz(I1)WPUnoJExUze#V`(wR(I&>
z0^+dhxCewWa(J~zhPN8bL;z{*Kz;3$G_D@D$*W52i&$Up?`d({g0=*QLCr?vDmuKi
z2Ae?sxG*U4TCh!0L>0I!Ylqz@;jd(@4KLWZfrQFK>bAVTJ9@Hz<lXI)C0PgabBky0
zZ%G%_rFqsO6myR|WthqM*Hp-mz+5+JMnS@c&5CjaMk7*p2Gi>3csN9#Y~0w|pKRjN
zm(Ct?X&i6+CAC`M-|PLmGqUJRK^Kj$#4?KU3LnvT<7_E}i6Y7{Mo~<Qe37l)M}r(7
zb=nf<aW}dLpPE?Ku)W;AF40YXb*yQab97R=pjuJ|Di4^S=URZLt39~D>4e(K%3Z(Y
zk2FLX!AG2oEl5C(&Fprij&;Ub#dWpuC3SK-2M`|pyS@H+Ryja2*$=#mL?sD0DGK0Q
z#kT>xII?Ty!liQzmk52&rKRP`#fxHH7vnlXl)g+xW?n@p0;$=7S#iuYlcu)AWf1_Z
zN)HEjW(=`Mz`VGL?i11~cWww6eSJt&98CIs_3_=M%%Efy$9YrUE38xAN?2l6N{v%8
z!1d9t%<-&?aoN37L^2d>1bA$oI}eb_P%hqq3$>i5FTq7mh;a*hmAFtuPIA?4iw2lC
zl-Na(cYa<#n4gfP^ulfjw7$kX$gzG;>-esEHma8w^$!z&uSVSY)2mw(<O2H&ZTuU$
z5P;OxDz3ZcB)5^mq|j31S_9dZCeO~JdDA(5x3Y|GGOS?an}GMI9d<XnG1=LP(tT?l
z6#=bzoq6zz)MA?h(K7{@G8Dfz#)a%=u6bgxiA-X{P*51UfB+x}wJ<?=c3HX9O8cja
zl=Uvv2|3jBbr?02eTn>gi&1!D0XfE()s{eIu9m@;BYaG9#&0Yo?NUtF{0(O(Ez+`#
zogP;#g?SbzjABzc@XRcN7#28}qu^u(Mb0A)H2G_m*^&5bkE+AwHzIBOB^*+8ydss0
z1|aMNBubYe3=Q#x%njj-WCB>`2NQ@7$l`FBwiyCC`R(JFW{bVPirgQdXXr9O6f;L>
zv*QF)l^sXEzSiKh%vVN4T|8?u148sW324XEzi>ZDO8bW~PI!srQaIJ?ZZ|;9I6{TJ
z*)_VhPd~+2Br7{jGDl*~%cu2mcQOV1%s0#gZXpM10wT<6*8B@S%ZhEw(g>mfRFE<`
z>~Q4ZoRrJim?u7K&?IF(3A&F_>nF~hR@oNXuvoZyi~L6?uXWH1sQhNAZEw8Myx7Dy
zh!H_op?w0(j_n94r_vhQbK1lPeRFi#A%izH;ev|vc}ucgnVWG|478mZW7Ohl%{$=<
zv~Fj`+Y(fxonT{PFw<)c`2LHQ(&9r-WdHhKk#<#~65I^zw;(Xzz(eHz08gFkn@Z(e
zX`2g1F|xT0_2X1Oxe1rpROm#=-#cM*SD_9!=|*X?e&28Yj?IQtTUsfDF5D$hl}Ojb
zWNF_po*I>8xG&?0p)&I1G1r|L3?n&<`$HhS5hf+uMbtV_4cKsVx{H~X@Lhs#PSQin
z1Y~#*ny3Y?e=hB~{VWv9*zqta8y6daF$hCB$&DsXI7;a<xzLQ+3`R$0&<2VyLC<7$
zwtqDkJn-l!213puw$D<VyphD<Dj$VERl7tRefg>Be28DhrvVk{VQ^^E1u`K6A|~lW
z76%(27{7*V0|&DK0@E)P3&V2kTDcqxUU+B;A?H++UChv0BuGk$Q3h{Q=ZI;Cd#@tE
zLhKE|QyTybM$=q+Z-;7DYAPmN*7@%AVz4d{Tiv-&)UVt_75nodHee_EI>4rIC|*;J
zONA<z%0Ke0ba1$!z6H~vHsgpC*mT?-OyEdmJ97}nARmlc4Z<>uvv-|Y-5_hov?SvW
zjq;~NEOR>LMywL(GzUKi(Iw~Y`6P<viCnoi6T~g^t1s-up5@w5&4CbTKTL<D{Jb)K
zaxmT*cY7djW{yzya?s^5-#nQ>{u91m+EF>y@v=cqKvbd6>oO`K(}G9>FJ2@mbpz!~
zC|f?%TXE8lO+}%JQg1L9Oc0_fju*$Mh79^EiB2N)=w8$w(h_D8)!UTPjC@Zqhn~#)
zFmng_IoVrd2%oPb;|%jqRuKe<Ps3ml>NN~XWJhDVDTVtjR>S^u%Ky#0y#!imaxP<k
zR&Ld)wV4e0>b??)v4Q`z)Hnk!6C<9Y9%U7+T(z3dhRNC7f$mJn&t(@oLt9%C5xK#F
zn{Vw)C>6}Hh(4q6c|d8gIxBBTY-PJ9WDP&a$8myfB}`Mz4&B#CdqowW#QBJ0J$2l#
z#<Pi<nMo=Sp2;dI4v9jC5BrFnGOfB?pp~nmo5%#UyR|XHDqVBMkj$O#WZ!i#@aGq(
z2dJj7Ul!Q|3m(F9nXgMVQ)i4O*GxT%=jXpiwI+AqfiR+Wq9l<x$%0@Pd>w~r=ooOd
zc160?qZ1-YS|nm9^?18~fK=h5o<TUWJr7Fc#|>^$M@aJ_%G7EE7@P8;B~Q&x1-*tS
zAQ5cWVofbkv2NwfdtX`EC&?+HBwWmlZYo8Sj}1rwXT2XNcsk~6V6X0B&apX2TgDF2
zS;W*~3ZBd#Lg}*H+9?P^XhqZYXpd^Yn)0?2gP*$0mOQ#lnP#{eNop17lHG(r1yjeZ
znH0ZW?;fhb<vf|d^tRZA_rN%{zttKX-KOMRqE!a4eRi`yQ)xt`4jMzI!4hEc@KDaI
z-RN~;2M%Ud04_0XY+NlA9;*aGDjEKfXt!%&XAtllo61|$4W~B^FrdS&N6n3!yD|c%
zz`Nei6XydTm9t}~ojr!STh(6bc`VEqguH~(16A}ibOIdEVF1$9h)+@FMk7LwkBiKK
z8q@n!C-asd+~@eZCs)FhR%p;`Q_I>p0)-^-5wkiw5nvk_o#-}mx4SpE-NJEJJ-WD^
zFXsbVa4_oB?+EkoW{?yRa8A)c^FORb9rZ*w6Hv^FFkcq}V+!^V4GOpWkg}urZd_+z
z*aZGmH0$%4e|ER(v{o&#ia)WVFa!=eXLTm90i82JQ4FO7QEQ4`37i^14?9A%5zG*j
z78kf@&H=JUXsABk2vPjy)!yGiqq~r;3sFo5qqTzMbit#RJgKJc+RdHr89{N8tsr{5
zT%-3G<RSaEDRgXijwGRDOZA<?rl)I#I}qMU9n*A-GQ-(HCc(fIhyz}NblV%!pc1QE
zTGln~Y-6q!OUd|JVzUgLXHKc&h#w+N6W!>L`YI{oWC_Gt*qJOlQzVU%n5Y|(%QL}3
zy7Xk05L75u>GHpFLT7nNYB&XsF>80Gsw)?G0|D&7QMt=L$tI;2Lw6tIih4GV$~J|}
zosqtausN~ANw>h_u1pZERakV#=!2y|Fc;ngi_XTlOBR)natGOCfIM(;g1iM2Couyx
z=`!0fA2N}hOjM3VwRUDbd>a%GHHNf)j|o4tkO6*IZ@#0854_zgp5;0GIUd(_HiRRb
z%7yu16@*k?tRI>n2oDPD&XYCohuvdBp@q3Uf5e?44Aepr1gp=hPdi12C@isNT&LU^
z03tpE*81T3aQ<FX>>kQ0iQU`Lrp6fPP^<Vk-l*r;By%(#oz$qoma_hu=Wy4-!C;8)
zEC85cK<K~G6ZKk-1-);=bBW|c-%$!SLsz3I3;BfbAyhpcs~^sS7J#fvuOV)L7QfZM
zyNy*M+QjxF%@lZXSspaA&#Q%#9xH_GwF<jsrP`7-L-BxQcPX#U=c}^SkW>ZW0d15K
zm?jp>PuLRkXMw$XUDQ1Lq&c+>&9h*fGXTh|rHURx0g)n4$$(o)#Gc{5q}`x^00B9k
z2Ngi5ANOX*lm0$i_Znic;KrN~SS|)o6`M<wG(czK*l!Je#t0W+2fC~cin`HfVwe{m
zm^H1IUK~PYG^XVcv_oE8?@2phk?7zzHMJ<fqv&I2jf^XBxoZSa5J7b<<>XJEP|IJM
zoNOItz+n+d0K0PK68Z^?0Q3v0T~9WFOs%g)nSAvzG8s1ENp^8RjLC~!Y(hMb;D}s=
zP2zDuMTdM8gzR0CEMUCmiz|rFxvtbg5H(}Hkao>zh|9Ug?sBCBS<JU#vx%?lQF>pU
z9${iQi&Pn9OhZqCpo*YQlFWeRd?6p8den6nogc=gCR8ouNSI)<*&$fSfM9s<t>Ic(
zW4K`T)e_NhOCGjS+<Ig_&{g&`6m(Cgz3x%n%__4-R;5JPR*>fwVFghWhK+7?nU!Pw
z7(_G~uwi+zF0_~&U1LZj2`*aVYAz^}cDA%0WS~T003WYdO!Kqk8TJomhoh+iUf`na
zNs`)J4vbd&53&+k>S)Spg)Bfqq#08O$Cj#WklO`Akb86MFU=m_t;}r~8?4h=XKw@-
zyIH9&^$dLum#ICM(_XOj<%P29d#v%aJ-UMG`_MZUQWX*AL>zRC0wttl7EdD3z7$aM
zY<PJ?wxF+@%v+qBGjCa@F4Bjn(HQ}mEm00$OTH-(B!oF8j{NAA(2q7bJq#<_B2l*L
z?k;CfjV0MB@<qnNLfA9MhcKxTzCJ`R;L=qVH3+3ltyzr=X3|VnK|3<{dU+RnN+OH)
zjqs%G#j1q+J53josE_xP$=QGev!S_CK`*+t*5RfPgU}aK*JJ%2ECR)s^I>>eHAxeE
zA)irT957OlPX)p35zdwu-hsl+%Dn}2cC8dQXbjOH<Ippxc(aF@{zVy=-s~|?C1z>I
zWmxf6oyywa{5Og^Bg;VSc^7qtls_Ji`;%UG+E2Z~Who#4-)cHGCxXl#fK!9E&(EJw
zJOUI>>3X23&2*{hVSCG#>CAc9C(tKGyZGWPonibw>esoAmC?M8Ze>Gn?M>=j*NDoT
zS{YwuWqeJQF<o9T#AOS;(alMBd~49_4mtm=JL${i1*ifa_HddF?HNr=h7u}JqWo#m
z#ko>q9@NF9IaKAN&s}0DPnTdHmn2n|vyz-)5PVRsknt0pgr8d_AejbbSpeA|BE=f#
zjqTvm%L4CtnB&1(M<s0#l!G)V#IzT+PvjitRXsm{FuO&K7lG13U2>MZpbR1q0-=&R
zkf<ZWZfZt#xjO`Vm6G-z=q5*yvG6djv)~(<vWo&o7LFA|3OP&D(Lv3f^wO%++1f=5
z6Y+E9Q@4>d)1RR1EtfkhR%k1}R0&=Mn-*FbUF+afrhX82y?s;Rtmkkt@rgIZPc9K?
z9vlN(VX2(;{b#b0xo}Q#%7p7Pb%Lac_=@;>B;C+8%;P?b6zV#}YVGLwu#aL$+&hg}
z|8#S|bN;F00W}8iUe_#$fU5od%K;~s_NXCt4nx7Y8RgD?ET%o8Vo4eP8YWO_#)P&u
ztog_ZNHGu5sucqxCd4Ew^bV~$*DqD7z?^lj9C)96IG|T3Cm!6q6?o%;C`T?M@~Cbe
z_4g^85!s4l$;X$1anCPo2!vd==@*}3D^q9aT2MTwPxCA%WiscbOa>e&@DVErXCh6z
zJ3v(9=<-9YHNiMce7XpG*cK@CG+JvjMDeJ=MB|j+ckl&6c&DlaIQmPppD7DJ+)RtF
zA$b$tPAiRQz@WX+@vKI$b9-;}aMnSHB4Eb|z_$J5zq??J+t(TzY?|*BPVc@HH#JyR
zSbEfU0x)cvh8qQYvO*Xv>uG3-@MCE11klq7q_j)tykwwKE|{J~l!+8LiOD@16sf{D
zgohfrU9C=o7ZYS#lEp3s?sXsL)QFYQOUO)|5%&aG#rmXxSA6WL+dkoaSB8lv+vYrd
zhrC7xcVOrkueC`M!Y=AhZuhOR-;}Pp;zoB&Zx0N7TduAAj?hoQ!eSmuhPE&3aq`VG
zN1zRoR0!FgbQcr0YX`;oiO#~2LvK96H>jMubUYryE1RKkb8CeEcF*TF<a%f=-j?{(
zl<8auSG=2Xm)K~9{GID9owD!2IdcnG*rQUHi{Ld9RpaYizf3!|6rBhhC<SyW)Ejq3
zW9EZ&sYkOTR>_2zVBHX!CfW(NTb_ld(A}gK^}O~ejG!&a1#5-5U_s#Ck!ENMYRJ*P
zDXvYJUlt_Md6tNmP~nb}jqcRlH!0NW-D<=2SeQEFWnTDi-o~)gBGFIg&XSG?vp^8e
z>yW0VXPrP@ITF7l0OmN7%+)<<Ixg<0+@FrBTiv65*S-F}s!42J5~V>La9)rG0A?{r
zGZ(<5AkAgQg`Shwrv;aS1U_NGSg|6<oZf7Pq=o3^tb@(<smi7@obj`)SWU}aN=i&$
z5V%Po@6_>7eu;JaqHYuBbKAiD;yBa2yL+8bmN=Dd=fOHMR$?Tg@RZ>*i);yBib>L{
z-#LT3_Bu};cZbB8rb*LlnBqul<}BD$BW##bGZH6|@(axMNQtX1WR1qmluCb_Xli<#
z%tRx}GDWIX$r5&IX0HYMJ}#AIBt&DzagZeaw2Y}`PDY>*(qEM~B;g$vfpG$rB~4h5
zIPA^*>D|uZR1?)3<V`F{0D=0|K0n~HiZT)`OjVZcV$)yu&mu9eSO!t-bZeRCmN7m>
z#dH1kq58K<!(@?#7XGBH7fw?#yvL|`o`B892s7p5HlLhQNohLe?O7t1hX>*^7sCay
z=S;jXR*e11D$NDRD`qXJ9#eBV^pYInJ7lC;vu9G~_sm=76Hpu~pKtYhPa;-w#3cwM
zP947leKY3W_zA0<s(8?^x~jF)B|4>qtRl3HJxj7BAr}?e5c&RqAR}13K16*B)fSqT
ziffl3c-pP;px^7?8BF^=xuinwq5*%~yiBBlXm|_Xk*l5q^xGI`!ry(2Mw`teo5x_q
zP;282scsj2LLp$^d4vSSDT-1~5foD>ol6X`i2EoeEx|0Zn%mL?X<pYIfX;ipsy996
zb~!{+s^fEAa$4(0{X3DjB=8}&9_9}a?9suLBfZ(?Hl$r^&|6v6Mq($>gHG2(pPQzB
zJ69DOP024BvndE&iPva`ayW0B>TfTPCWk0(mxSDF2>x_$TI&-+?#vqs3Iyw3hgl>I
zH+%3@!CH$Ou$2UtTIXiBCZjuHLn=d6LGBMoKp?xMqMM&fi8W4K2I96%lOoGb*^k=9
zbL{(apk2Ie<m+>kkmJ3@Uh@K6Bw`nKgjO=)$RE&_GKMx9xlBNpxW7h42auGBAK|t*
zHfPO>#U-g$K?j)~!}<8>VtNT4O<e`i1s%Mja%^USc<;wy0;lvoJobiFG#C%@1^}Fm
z%U;N~CpA#$DSpaMb`kOtP<twp7D@h=y6p!>Vb1ug8}*@tH5a3_=}d_yC`MXE^~@0Y
zX4UA3%!XMP7Zyzf$95^IKs`x#aZ3P@=t41}f>ehMLSmQTiV$tnO9}818OiO>FW3+h
z-Y!|qwy!Sdop$n8r(=s&+zRRnJcC-cpMU?{Yd^#oU1!-Jw5B0m7ryjj3QJg^n_eW+
z({RsJYKqR!Mrc}0w|uH06LpHI?}u$2%s&bc)Z4_gS10}P5Y5D@L%P9gJnZZI+q`J`
z6aiY7%YP<&D+pxd#RnaMFHqTr?^BCaoM7+V#&hkHtG(g_%jSC6naPo^-j3=!xw?Y?
zQcScFNOa1Hm|9T7q1Uwzatr8^JNb{@){`2a?apSfRYu&N6zhJHZEOIp<+X1El!gQH
z83;rtq~Dg3DtyFF-6i<YTu<0>b3wH%zaEk_ab5~_u+en;`w{arNUhX{o|A0sZd0s3
zt1=7H5{zIa(IkK^AmC{E{$^WHQ>!R5Ki4f}5&y2<u*;|6WC{<|b<~K4??W>`LQ<$>
zFYKl%9#f?OS~uqxKB#jYlQaU3M*1NJ0;me1L~j}fd+4-(5w`YlHlzA<3AUiQb2B7J
zztrr&FlPeP7-Qv;dsCM%PH|8x*Qo!90zdOS$42pGJ6E1$dG04*#;Jdi<n7QEF;XbM
zQ?{gW;a*v3H6{BpJ&v{_iU=<y$U1BVE$i%y@m-PG6ElSEI@WqaMSy%s=JF;1zR*N_
z6voTMvw+u(djXM7@c^M3i*czI(SO)gf#jLT1UHB8I9Zs=uy<=$ZhF#QlxXwdEyOCT
zEMMU<j~0qbET|p0FJ5!`MI46|`}usub~#!ob*nK-l&jl=$qZ4SdfTK^t_fyYV79wL
zmPV|Q?-9x-n6l|gz+YA!&N<T5m!t!1@Fk_HWV!pPsF=jG%Yx>#$r2{=OMO`6qkD8M
zh-C1Csw_Fe_%D(~kW-W(Y|du%PA`2j4p5L3&9v;)j9RrV6kAc{Gm^dUcAnTW<$+Ze
zDgd)@bCucSA>WNAC$#b8bzEzRMv;;y(Ri9QJRr<NLz{I$hEHITB@Ncf?Axrj6(0%p
z_Ih_pZA=(Yh3q<Asx=I0gfFP-vqIUA)x`~GB^wTPe6uxb(aV{Wqy#K4oE!&&Pb8g(
z;T*d+a2KoqgkOBkh=$5;ptTfMFKZ#(7zw5$-0f1sj(2AGpknKOLh-`h{nBHwd|>m$
zfcF+oiD`j#u{7iN`F**lB)pxLgqOdgk?;bs(I5+J+~bW7S_+?CNV-8y`c+C{*QDZH
zjHB$h5Iz7v2pI%UE;Y$(FF5L^<KL>tCOad+iuDM}D%GbF2mZ4Uo`KsIb(`5Z6X8qV
z8zjitHIa{5e;R0qkpR}cc$W>k{)Uaa)<!)QuAB(hcu+7gLugJ!iT5}cgI*$#crn{n
zq-?-Mxt>{hmu6oRuEi`4TK2hwiPY{C$<nkBW_7dJ&iOk0vLgCphWMkvf7G$v+8Oa?
zmZ-o>Gr!xiP9>&`hz}6TchZV@2H-)FgF^sNg(`SjVL-ql7#Z*jPA18;C2m^|Bx1KL
zaDD9x4nZ;T|52G*RwLv#)q<9C_K``2#Zy}**P6Fp<-u&Z)Q5pv*=sxOACgt2%Lwjy
zodXY0hC1nPs2g?-nIgE^U_HN-LJn$2*7AJ<Lr{9KW7B%KCiV4{Bw-WnTX`9<esLOC
zywkW~!VsC`i%0mI-Nt|(T{a2IVX%)0wW5@-KU1ug5SK#&U(f2m76IDSc7P9^MD0E$
z)#}cc%_EP%SztX$6KHH@5<oprAzYkv3uTAUr~vbBPmc;+GlNeCo8VKR<C#<*RGhPw
zUSL5vB~&xaf+A(_AO|FB64P1%z1RViHy;8ca~VLmRd^zsIYOJE=N?)+=X$s-1jW+C
zR+j3RAPpkb5;KZ~JaMCmqF~z{rQvUwwchn-ec+vgFgUoFf}~E({iA(0%kZ%as_z0^
z(xH=z!|C9^2c<>m0t$6yt&dz?0boInIa~GIRNL@ym5XhhVP?TmrEK3ocos)V=)m&N
zNt1CEfpv~suBnH|r0^{uEhvlFJ5LoUBB>mG3oqZU@1^;Dp<;IAN!QzwWI-@*2d({l
zD0h6%`!s=yTimL$8e`t+R&rahc*{YNe$7TXz5lul2P;|Z!szvPtksN!P-bXjKeDHg
zcG3$m+L|&jat-$JKG{Hl<0<<L{aQ<8%oOWqNG;!4fvGU)Uz6xPZw3Swh1tIL*|IX}
zR)2XiI)oVt0}bRwoEC^}%TtDS8*Jfk&hTZr=UIvd^D-q<X{<CbPlDA@a!yu>gj(3}
zw)&J%fO&>vb)i5!UJ+l&yF$CdUz#$6Tt|&-)j5h+x9!TVsok*ya|}1RoB}VBsyv*I
zR1P>&Q0G{W%T7PjCtHemBWj8x7xL*f{z)^P!>`wurxKaKPzjr0kF&r?Ng3995249B
zBiBtBG4hSpPuyLNTJ>Gv!X2rfD~pL}e=;aZh>4;=1%?O5ucLM(Es|UpCO6Tc;Apmc
zZ`{8KI8pOU;C<x#MVW>p$UTKdN<RVnJ2JN<Vmqyc_^ezuvK-Zz&JV@+S?NdUaIGwf
z(8n(4nM%4qR3*BN0LvDV6b&D}uWt$uToM!JCUOINB*UEg6d^?f|8oM&+*NLGK47<k
z8V*wckLuIytR9qMnz}H=K8x%o8BmlKFT0uR*Bkmf^O!poWJyiz)~@b&UZ{zHNau)J
z6ydgRc1TWk@-A8;y?M$|X}Sgvkdh3EFuh2sW$Xw<ni}q`!)&Pz%}E*6p8@g?2g6nL
zqz!<%yhjV<_ys#`8n>o1A4id8r+ONmcBj+xn0NWSOLEf#dG|$MKeCSNaaw#CW3FBU
zH(3cXP}{{uOQc@W<**)C%ke<49_v+_PZ7wOPPU(7hNci7ctKr$bMETqN1**IA*OJ6
zWc-j0Xr+0fqKB>WMOYx}QvoBiwBeD(*sw~A1HjM&kOj-#MF0_d7k|=Jp|jnDh#SrL
zj3Gzp&cbOA87&$IElQE(`a!rbvS|ZR>Av~Q+MQcni@3^p*TI9<3eZ>FTTQpGvG3-Q
zhD=HfSux~)u&-LM%?SkJ5(5eSaWvIx3-I+>jUNfUj44+$L;ru%0yDHpN=9hd+y;=s
zU|Jm^6QCN8P?m;1OaQa@MANbGz37@9&)GG(h$k|4BP44vj3_YrC})m1ny(;_{n;F?
zK+3YO8sbs~HDRa>_=w0SRWdLc9QRUC9_&k2o8w>n`_jfKb1Xgr%xf3QM<8~y6bNy<
z{qC$wORlAW;A<R@!tTYJoD&vjZp}GJ=R~?+g^ei!ow_(4C9$Xg^!J}@7sy;19q&;$
z-Rn>Z>${^TQ6?JSXOB<Lcj-x7V2XhP=Ep@XF40M(QLY3}^i#Drogz)XJDIVtX`gqF
zhu$HAP8G<u-|G&$xKnkn5P!qMw|A-<aD{a@2%*$et2Ke<T!jTLQ(B%R8GH-{#yPql
zw0^s$8EPRjwOWr+QvGvBL$qN;`V(CoU@6X~rX7%4K(|1k&_yvKk+YJFTf_GU7%Fkr
z;h{Jv0dXcEpZwU9U0~|Q)zH?tKMIb7Js@CqpVBrAQj(c6y$V$kvonL_E2iRvc{n$S
z$W5TstjMx09%jLa2}&u3z6F*8(aCft0Ss^K>;!BuI;^@qTvac(k5jQV(oAmBwT9uZ
zEl)MS-&7uo%tD~v7bF9cx>0z~@^p&AEKapfZX8dfSLoW!(MV!8LJA@H>9$>K&ti$P
zz%Aeb6dAPpkr&l1DJNjf6AR@l_}IzaxCsihhr51B7y85kYpX{e7u(>tq#(KNlc;4n
zSm44>69&;<)J-nik~rofOIP0^tj7&<8z4m1SS8l;3PPfi_tzXolP$|x0-$y)tPvx{
z8bE3yBClB9b@p&@M2U#PWS+?H>v|}DME71aWQHKSZ(0^9+oV0T=3G-a)R2Ziro=x8
zci2GGRV%08R;taQn@G$(?EBLKiI_bonL{D6(!wZ%Jt0@`<}s-dSUkr`pGeuFa6dCr
zdf7wC%>#Y}83gr#+IDFAgH6~EE(1QvynB4NLSMtP0F7xs^kj|Bozeq|D!1<L$YHnI
zAqmUxrueL&RTbwPBcg@SeUCwOY(Diqm2Wxd4$&ZD2H04rNe#$&ziq$x{ic!|(qB2x
z8?VWCl#pESK&|F%zC3Ilgt=g5!)9g^*j+s4`k`!_mWm;Zrkp)kE<veVy-?<ywodHS
zst@lg+le_ZaRX*~6ZHtO?O&Kox(MS2=BylA-WVkQb23F5f|6|nRS-}IPzC%4!$hiu
z;%g+#ua<%#ma0>{hJmi$K;F{$hUU|X<jpu+sD$VK<H~0%mG=@0;EX^sk$1Q=I~+76
zM>%H(pIi5KEN!~eTHhZ~1K~bQbGeuq)Qr-K@Sb`-nD#pGY-vA{??0icCMq*>Ep?k(
zd2HOKTj9~w0=HYb;3*&YG&#czccUL3U(kjQIZsvxNZR$OVALfzo77qoWT1|QWLFsX
zA>%*@r#M)i8F2vf!m-vh1>VBAJ3tE_{Kly}U${&DHpiCuS}vSatHOGfHDbf3KuIJ@
z1m+7{=9zOI@?p))fJ_vMUDUjWl?t}ByITR=&CpD=PfdIBf`rk+pkP#!BS+AwNLEnI
zS~TqG8*1uRNHU1o=||MBo>U^QeYK0=27X5%(dRfy_313<+4S03y@*5(@sz$%t2G?m
zq0VHZW29JFxEt!p(NZahelk-o@a#aa*cR&{g-VZE|K@0d%YmSeSp>O1%_d#yEDt-N
zb<Pdi^91oY;3Z+O#(cv>{}C+_rPr=b!#ZJo?++j|Ao7}*SCfsHkp9!?&Cx*$*~OVd
zl0~8^je(p)Pc{})ZFfc<EU6CQA)+hSv|kVi+jYpqT|S5%@d-6*Xf2MKMV-{k1P_gx
z<cT&u3-)8Fl@(dCZQhQpGmjZU5WUwVfsB*}+bOc;b<F%cT2INXTLN<MbK+fKF`!O=
zUM;x0m-}71?{vBfV_AMc1Y@`0&L+w~ahpQ2FtZZg+-ZKP>%kt)9ZT&cw!r-`@PDB`
z<g!nhrzq1FaD2@vpI;Ny-URRkokCIM1;WlS{9*UQQra|&%AG)P^ylbq5>2ROJQMd1
zC)OZusu_*0rK_kit_pSjPXBJNKc*JeX>BMO?lmMhJ%a%30`2MrYx@s8s84rg!~LCC
zvw$y1(^}*MQfxHJY8+xaYo*d8rW?T4;B@NUgaRqxBzRd8q+49)bRW1R4=$_QORJ?F
z$$10O<>PP!@VU)?z;cDNV*V2?hy4i>`yh?hC$bYuH&lz!tAcY%P?k8S%mc;LLQbxB
zt_Hr>sTg=d_+Pl}oAl?w>>jyBE^On1u7qN-`pG84YbkR!po9H|gD3W)b5@-R*bp#Y
z!T_HynpoRlr{K5@(cZ~>2JMH|MFsgC5t_VT7*{SOhr(dljSRDFmZa)THKdD>7pO<f
zcw%;^LYUZO1ByDs>0b9MQaol)Ga*K(u$_KvZZ#N#b!!X$JN`4*+Df@5l`eq*cOTK1
zm?IyPTvM&vCV$)D01o@@1l|#nkHQ={HpmOE+aPLuJt$i9(k{YN&8Z97{{9j<w`C>k
zl#n;l{eC4<?``Hihk*663+P;_?#{1;GmuEl0x<=Px*E2idkAl*AeWiVj*=uu0L@Wr
zsh*5ASqP#BZltfTY=jZb{v%CeHVBQSerix}=5mmNw-xP6_N<}{b?IYI&{FnM1d|@T
zK;)}G)j1`H#*>SHc9c5MK^T~H8(VM(lRj>6v7Jk;x4^#00;_aUlAw$h#i<*6v5a(}
znfxrafg9<2+S#K^c((CXxhO2mt-bIXv9N>u9HhpnQQUJv{kw}DL2b3QZ8hIM&v1+^
zQ;QgYaO2s;IXxgN7t!QS9t#9A`I7GOz3R|Hm^Jg9G++|Htj6dX2+Wr{xK{Ah;L<7A
zI!zPkr-WTepi>;d>#|TQ6;H!L-Ym@n!?xW!o&XD-v3ReWFEuYuwlwhu8$rYbeaE^N
z=$I0$Fk^aC#XxXX39ZIE{;TafbknW6QWp-Ot@z_^9PJ>B>?*7xQCnj8uxJ$(hgonI
zdQYwiGX9f1ir!vSWK04l!D-NCzYOuE>6c+XRbnj5=4MDJOuH!NX)R)Gg0~EBRJ|@+
z7k+wc<5qX7+XwVpD1$Y9uw~eUv+8bAOkWT#(5BHxh>3#*5>y)$OnHe!$4y>|w1#CK
zLo=1hF?yHY>JM?7GO#pDE^UlXgryogQ!R=)tY0R;dtv)dtm!g}Ty{~aEEe-87`KVD
z;xoi%)l_C%hC#}+gXtrqk%wj?cS&~JGfT<vbHD(qiUd6hUAD~SigP3=0qRuO>cnRQ
zu3+2h01G(c<T@h07j+nlWr}Ty@*&7Aj2e{~1&B-%GXmiOR49g<)t<QKpCFWW)yy~v
z5Q(h85}<#%-)l7--9*3jK3!J?KrJ<Hbai^a?uscGZw)U<JE==0Eo*aj#IzHnD_d+i
zC5}4g;GBa+8>TVsdU9)>BVM`4B18p-er(A_Rui2pbnADZ21%Vv^cr1aJbtf8AKcdp
zpppiKOZ0a^z77tm25}Xv9%fG@U|V%_fHCO2Ei~1_Cyoxep8#9eA$Q*7t1cufU4)37
zy4o-evL35UtwBHtp4_9x`LY3tB|vrsv64up#er_@j)EL?MIe=?=XMMeJ3f^+EP~W<
zqhVlpvjGB}FGN>ilQ$2{Co5i+ak82qY(>tTB}09Vx92zzvM^@B<lM}H3t~xRQ`Bfy
z#mF}3uRjSSyT@cDxKL59M08f7ViI?r1Jl+rVW9;Y5#xgz9Njspg3>tl9d^7xM3fR?
z#Ig_Eos+33GQH^b3AJm>Dx@wNCI2K+CSv&A2Oq%;(BM?-ZUR}F)^b?oSF9t;UNSpo
zKosJuoGnZjv`tcrBXGyfkqM!#@{6!UoRVch(GE5F;uinN7X<mQEgRDyNp_a?Q;I;a
z(=&)K-`%7FcDM|Tu0fXVceiSQ1TDS6pfzofaYm8~QfeouUD_~Z%~5Cof@?k4kgF)&
zwNe8kNb#_(Dlf1hzXMV&%<u4!jUx*(pU8YwvzwaA;;YiopQ)$Ni|BN&ESV&C1#FL4
znNN~yM4E!s&l}iqQc*1S*2wc{wLy~fUp9|WK1~tWDgMuiWdIO>Eu-=>&U&CbAGbrD
zokdwFhk64~UI!(vJ&M#O??VQhUG^dZW9F=MjiU)5W3kr`fZ(fp?{p{oRrf@<3ws#x
zGHS+ylnb)d^YODX37Py3RvzEHEztLM+<DR+kIACQS;e8<w9%bv1qYi{qOc-2KGRn1
z42r>ehvQmMBbgXfNUc7CiQ~Kkl?~jwJT9sa6i(JNPe>-XyFlAP3kiy$8tsrl)AFH#
z0B(cByQpOOv<ug+!pa=u;^Do)5b>#S{Sh)@PGWhnWs5q{=-wL%7abHzm|iEb37!Pm
zAfD(;YuO@-yOv_86Q_ZPyp-M1fML9U7}Y={qXn!hHJLDY$;t}NZLy9@j)+SSC_s)2
zqy<<5jR&+}YB1yKZoA`+s%mH_vEe7QL^VTBnJPqLoO|ISlq4FPB9JiOLKP8t87eRW
zBPMbvt#cHm+iSd}ZsdZxoaqXwn)5V-J{w*}iqrRPWS?WpDPi6P6KyT%vg`f3vx~R7
zW)!YX@1WBP3WBI6DJVG$ySIaFXrE+pX2RYllMM2B!A%YQ1^y~lb-Fgj=Mwn@GIIZ6
z4MW;Iy2&$kixmu6=>AS6t`K<D5RqK(wGeKfqi+*C1*t^t1U@+jf`Dl>iozgG96W(i
z;^P}35oGH!QbBeywF#sfGpSFD1g6HW@2(dVi@`j4$FI_t>}#MP42Z_sPUnR6pCTeQ
zakh{%PY|Dj4t)&;q$=m^79>=)Sx9#UuS2ZC$f8U|7*S`nud+#WNRI~9mA2D7;KtOc
zF@UuJ&$+|bBh~h@y|O<Ujj542w}`yO<%qZ-Rv3FBpExo*194#zCUp=%t6JAV-W=y`
z+ea#z?)aY+EpRj1Br6_vsg1D(!v-gIKegjZS`H?IdQJGz(g3pkfa6SJ>4pBHc_8vR
z-hfE0|5G`KO#E5vxP2n?I4CBlD;B4aXvsBLX2D8=0&^@P-jJn9hnu8yv3Q#o+b@wJ
zNGc7%wArv?YQuMy62lOJSt}KY%niYiFZ>7>h;Vg<qnhAmlE}2p`IbINbpLRMyr-Yp
z^Es!*R%vZxgIlK>HWrmP=Sv%FI7u<KMQy5{!yEftHJK138}=%M;m~ZLeRglKKbYXE
zKV*P*hdxIgrMIX$N93mJ9qmH~pF*RMtBlSMu$iQw$#eoyuG4@?9S3C#)ap1`NP9P+
zRm0n@ZXh(sOaLbE3g`;2FQ5~l7RS;hTYj@6NebSraN>ADv-6;fi}NaVdus(`i<tmq
zz)sxNqv?*E=Lp1jTo1E^jxY7}A-5Yk-auY=4)?bP0)F5%+*iyl%UoZjL=VrkI-ar{
zTRH#>l2A#@LWhkOPu5D<$P~ZK8K0cg0>)@nN%Be%E?uvx(Rd2Iut`xxy0(KEtcT_!
zr{pK3Br!{c4z6fbDDXWpQpBRk<l^B09DM$xoDj20Gq0oBuXe6M6epE;dBzO9yd{FB
zQCozK!Soup^9j7E)^ZKu<vWqc3-!1;npQV}HXWkjT#AsA<~F;fA+gv!6Xwv!Cf8fY
zqxmq9rQYlsHMk4vS;Tq-S3DPy8m?RB%eSzCMI@27tD({z5k)ec=iS9bNMJ5VPNX)%
zG2jWSsaY}&M+{=pynoB0#{{|Tq@uxLrYv{!APBj3u@~575yZ1@pTQzYd$wS8ZpR>-
zv;d|cd}_opPX^_=plNGk$J!Z`Xi0<0_G79)ML&cWYFI3IeHL&onDrjd#)i;#V_Voc
zHaCxtEQaq_K)6ERvEg+E&!*Ixv%KcixnF@#7eM%sNU>ApH?kgaGlB`q4&f7T^t$72
zkMYpjvGIo}d9Yvrs_$x!3=4qcPqlfyTQMG>X<SRR-!Ml!IIRTIj1Rqz4r7mTzLG(*
z2T{SU_2Q8z{5<suoM`8*NIft?O@nn%e^WM5a4?O*mEgu1(>a+uu@z3VE9Hkde%xG4
zg5i32%E&y1Y$Z*WeyUv~XV60f7@}HyoA=vw-q5UdtR|D18b}YqIarDl-W?Pq88%rH
zqw%pjUe}DvpmBO#lDUT^$F(-K^EK7V4vrZF&)J9#<QOk3?OU{FZEpQR$ywLP$f%3}
zip3)V!3l~+(yk{MC-c!#L=1g_Do%>a8*(ZcRk8Hn2ekg=Vxwen4RPFHaiM`eOjCtg
z^|}fC^fYE1tRBA^i*a3K%!4&bVF#e5U?(?w;MrZMTk`#<P-eW8)}kbDE+qj#J(?T_
zPAgJ9N$GTUE)xU7ewTXBh_<6p8<LU9`omp!^dxm>k!BB6e=QC*b-^MlOBG=lAOTm|
zrMnG`74nH`+<NNR`XQ+u^2r#D3~2$D@QuAE;GhRlzG5ze+PoaH)<iTG#-;1UYf?m(
z>veBn$~yrhlqW1zawMi5!I0U%jB*fQ%C*LWey@LLfZ7-?h2d=7SyN~U=*dY!OPqIl
zJiWyca_)dbnO=-z`I}vd0CMTc7*7?8Nw@G&6A!5lo}C4F1}cKR)d2ATJ1aswbFnjm
zcrG)<W0yQSXQj!ZnI8)i@!o0+f2czSBDMQM10CbGf!P9R_jHC-wA|HGPB7eOsG*hu
zE3wfMKx#R75`)SyxL&21Lg$bTt}k929)5hs-hN+Do|atjiY83@0K$&^7lNG%Y?o8|
z>o{8q@p6W%-9=d-Scv2#!)OJ+o(3%dB1_)tw1QJK!xaX$?1(O@Zh})}je;QzWHh4f
zk@%(HLfs+r8NSh51K}grnL!XcYqa#F`35lhu2o0<I~DQ}C?R)B8LZTNFldS3<y`Fp
zjg0A)^Ebo%yI?ChSd9F2m4Hb+mAB38&9okH5ivu0t5wa3zY4vG?#lF9ic6reB>31d
zHFJ)UBxtjSv}AWKwt|5ND*zf7$S%A}2uth~<z#t<nR#hTvUM`I*N`qbVMvt`O^(f#
zRdGZxwewC`$MxzA%_N!O0o%Ny!p~PXh>+_lh-3ln@4WA9AnnqphE|6`#88&dm`uYi
zO)S%FZjOt%*S|S968puwld_wBodLHS4+s8zz*%g6u!*xXLk<+09&r+vqdGrj?UZG6
zB^LYOPL>+5P}9W2k>2R+rB)&gHHOQH>DpP2a#CVZ6)to^OFiuB%)xlF$Wv>E-DGDa
z=gDmmQM7;&UGHSq#tj%fxX;f!8qhyFQ-C-99lCoForj`!CfhJLAYZom)=n!L3$h+8
zz~k%+?{J7)?(Q~aOFjn}%=t<(7^5Okz{m$_Hh~D_)b-QzUNRY*@ws}m>7>#TRIfn|
zoHjtNYzJVdDv${5MN}(+ZV^a2RDTM_YYk7svnPUhoq=HzBa+G)5nw-H{tr02E##xT
zpSHij^0GF4^tPIGfRzQE3LvL@mm$|pN+!fHxE|S<Hi{H1Ai~@a2-r|F0jEHU71szR
z;(%-;R;S2#sns<k2;#g?QTuG3=;5S79QJTHqBdhvg~I_Pd~Cr^^~Vq#n0F63z9h>J
zq;`vvZEhSK;Q!0r<3r8BV&#y>UHRulXScP6AQ2*}DAU!Jn1l<6dY+>r@olLzoFfBp
zG{{)BZR%JOFQjI45W$9+g-n7W4)~Oi_3ULfI=xm1YW8%fs<}wn%uJW82|HOj3R35(
zhP-~rHt$&np-Y0FQ+Q=QOcSIfL8b?3)j313#hCD>@Anz)q_%{E^)U^)^&4fz8`@N9
z5XJI2f<}I?zi!vS9rblv3Y%;m9gNZ|L^Wie7cGU&sf!dYv~eOOu;Wg<<6_(d;8L99
z34vgERVv34F{D-r*gweWi^}sBPapy5lNUBbWdXAC?nl%c-o_*JA4p2+#7g#&Rfyut
zmJ?c(cSN~4)F(hMzY2twLp9c^E$v;QXvgzeIT*5if>R^s1Q4KaF|^c5U6eH+7{rG+
zXgt5toYM1Rje6C2xWNC4QyDqy9-y-qvc#PD1;YSN^2Ef{BzqE6&lzy{7Z?gJRVH5^
zJGG?jXTZ?Tjj6+6kp(*O;f=|Tu>S(b>eO!BBCQ_4az%`a_o6_AIV?(fh4@9-g&lq%
z?(`)-ehZqw%v7NqwuMsp3aouP8s6@28`e&sH~k)V`6(N`Zg7tj6vhOKN8XCF1JRy;
zj6#M~#={F19m<LE=X6mKaqFULv2M{)iA7JHnJjULJd9k%&>Rbcs7!P@ha4i%T;A#V
zF~h|TIv$vT*YR@{4i3)+;@v@#Oarfr-%OuZBbu1Roh_(FfOj%8bI%XK)NDy7mT|DY
z&q^&o@AoS(%ZN5<t7F4l>?)r>NL3$FFJ$gzBFh{5xL{dUm@HK0S2DLz_)e{@H+uHN
zyn}vf5f(!&ABi+s4*7X&6k+lzIPa_n;im{T$&?t5I_#xUuyN!f-M9dn-RwGM=m-Kb
zI6#f#!o|Am$)Ls%I1=A41sefGB5_mGNQpayfcsQq6br1md+GXIn>Q+_nu*G`)_V{@
z$Fu$=ZK6zkqY$u#BNMN00r<qO;b}-@SU|YA^eiGFB9GLocS+YEZe{31%z++?sXt&S
zuI@%^F>bjaucxWL+k#pune-pnEbFzFH)lw#Fsh>!W2|TJu7;fSRz*P=t1xp-f$YVd
z_1m0Da@&@G<Jt<NzNYIl<r<3xK!m&&BkH*xSb+rtp$#Y=B98r4<+lCd*6kfOH(c~2
zme(c|*+mcs0>_sFc)YZz2^_~H{)b_zBqq#YCz)L_`Al}3of=`7NGqU9Jw2M>gU#Gv
ze}y};TC);vA70(Od$&R(s3|45BRj0Ry^_iAI_bw^%K|qycM%+Vfk{1JWI3kP6xm7>
z>OedQ++LAamH<1V<kI;~|H0zKgmaT$vwlN?&Qk6p*QuHPaDn=A>?il8pE(%g8)sRV
zwPt;kILz50d7mjzjalEDdn7WNWu0?8X)n-qk09f0HY*js!{Vf*&U$~bohe%n(?~c!
z)S~M;$VQI464Q;uS`A2l6ZCd4%HGG+S)c49pR_La<HYNW2<Z}a5xN$|SD4J%I=Mh#
zVRdVO06*5cMRf$EQlb^}a)S*94S@S@9`%v-%t@{A!<u^(6KN4t<GQlQDT_saj#@jx
zhe%wH#Wi_QoQLHHO(96*`3`~n82b&j(ScnK?#kKuP*DxWcm%l3+XJ#;TGm4T>fuTU
z2m%3m!0HX&Lk=xAif&irp7HnvaXqe;CBULm4Dj*km@}i~MsxZ%_GwkDEDok&ZzwRJ
zJtFw}K3X6=!Z0CyNkQMhCw1T1p(hUrE$|nfkp=5s;$up*XOSe|0D&?za^Yxy8!@fh
zxVDm*GK@)3cmDI-DA2i|0dFLBISXye4Is_OMo#GL>t#)`#m$RSf4AL{66REi7o<Ar
ze_}T%i?BQ%9<9Pbr}oXm8#BD>jyEz@iO!&ibfZ}eW8`(^5h<qX8s(Vj?o6OmRs`;k
z*+W^iah^N%_PW!4pw<~iK*Rbc`;;Om=MMt1ly>ZUv5O3rdvqtG2ZH=eS*o0^^L@eQ
zDnQ990^fsf7HPYIJ7`5OX<gPWs98$;K<E`WHB+bi1~&sxg0vv!r1*vUv)Y02VG*nj
z`Q^H@?#$4+HzI@J7+5efJUch%S+3*?BjxvX&qDGgxsb7By=5GHfe{iewUj;Q;J(D#
zMw5l$WKXxv>QdZYq#A;e(N2kuF`sAYR0p|Wq%CmUh<RhoI#amK0OdLzKn|S#p^yWt
zfg_epR84jHaCR{4-khpmQ3EY<Hx0H|aAglSDzZExy5W`I`M`*saxusVyAC;O4GL`M
zBQZWVpd4$-#u#1@VN!H_(QCmd-xy?12;lRM?jYz;ZTF|ghg7t7@nW_5&<gEVgX*xR
z-VD{@u<)qcYr95jbF1N^f&8sgVjq!-8C{A&=BM>KDfsJ4gYBe;pot*Td~z_gfLOFg
zBPB?oQTisCNsYeAsjI55a?0&Bb*vZ0L<xC$pfr!Yb4@!JxO#xr62_A`^@|M{D-R}#
z7ikt#JOvp`wxxI`^O6`8hRCRhD3NswaE1h5VW=!kQEcj}7<CA5WXW0wVe%$0f2N<R
zuCNYzbhfCoDswsf;Q1oDg)9D8M6)%2g+;Zu=2axKHBbLNYt3JYta<)7XU#W=hWft2
zQSqTa%V=Ps=#^Pp<)Y?kU4$6j8o^>Hrf89q8g(i1b7d4`QaMwD@avReDplFYXC+3i
z2@cZ!5?vxFda8do1`agoBT`gzTA9|v^4tX_eQ-5j7Ep<doD3Z$uqK^oGq8eQ8_NMJ
z6uy&;;E>(VcB7`@&f|g8L9w7%;Df@cik%!1ItL;k$mz-8=B?%%q8C+vd@H8a+~6d#
zJGs0B5S<cwP`)VR(r#}UYny{{bueD3rsLkw1+~e0J{S`_LgS&{g1gJ<MX<6H5+Y+|
zkgyQ{h3x<E4m}^kQ4+U&mk9R@D*0D$bM$f~=#13(v#g3z4si`6R~ZGEWRNP^+8Cj5
zzjL$?e1~o~xZLmS#r37V7OIUCNw5b<-ki=RBixKdTXLImwq5>q(iJ%@wJ1Q1pUcJH
zp_Z|xk<d>XRcWsd`*)E;dUMhp-x~B#4n`4}?gU<QlOr=nR1?JjQsJ&88=PulwHI_h
zeZBSOqL+ZgVXr-;0ES<Oodsoq34lUepw6LUCnOu{!m@@vo8H0J=kTZnnrs2WsW;g&
z0UEXU<rTrXPS#Bz5Rn4T1vLPi5#Sn9<v?-8?H(+HgBIudK-xeN1|vC5$XPgrIM~$l
zT2_X#!Nx)~$QYmUomo3E4$QkhwbGK>-#`db@>mcI3xpaG{h`*W<9n(YtF~g#Mr2Ll
zR&?#jC7PEBkjmm9MFl*x-foHb^j3pQpN)djSrMgzN#rzyH*H+mHcF}4eD3lup!$sa
zc)6`yqm@%v=)w|>r29(8a)~0I#A)ZFvfA4_pH6P=4QCq&7;qIkL~0$x_l<hVCrHgD
z7cz$8QIW7j$Qb*(Xg_d6C@gF%2`$?iE-sRc9TKUfH0x^`C-s9u63ex0d^Q(sB&$h^
zdxc)2A{qlYllM1T&Jgv4)z*7T$^1dut9dv6EqSpkjO1UMGg7_cCj%9VA4a7peik`3
z``ypx+1TN_fY(E~nK5=?&JJuyD=(G6{G6E;?)SyJF0-!AQa@amucii_^V3gScM)uO
z2|Nmp3DFe9cT(sGG?}RXth}Qolm0bufr%gij44+4Xzz*Zc(8Tu60VzvwM1>-wnq4G
z_r&-0nY47B8o{)RBsohMQecklM3m7G07E}?pN*DKeEm?&JPbS9LJmnMRD4bbIG>_e
zs6TE~{s7(AGVCASoZYIrz|yA3>Y@(XN!ZoyJ2kYvafjJXg#$V4_Nezq?@6vJzrwrU
zaaHAzi)(2yrDQ`LfXwCAKD2AcCPU~7y=mzOu22W)3eR6`KU<SC`WQ;KIt2bIt|cM)
zR!_Hrb_H^RQ?y>LHeK^4w!`n+6w317)_8}nOe~ZK@6bwV4DwormZAN8{<&1`h5$cy
zWC8!w$Mdj5&M=F^d67Fjm_Bb4@P<Nkc}Yo|owVGX!xQR(!daejUv!ifZIIbR;L*kE
zg=SUD?$x=#^|52V*1xw_pggr)fjAp<Ltf@t9pb*Vd=(L9-<b{bNddr~idA1=PPB2K
z-AR>xv`UpYCwu|mgZ}JbFhoZ@Y*G3mjt)7qB5b}fw>CczfUp6uJHk$<Ofgo8?mQ!)
zh(1?9eHvr2Ik8q#4!lqfA7UrT#9E*|_u__%$Jh8hq1k9=ftg4d2_gsGsBiIWLqC&J
zsEl&XXeVSx4bB{P2S>&N+7LR09D-FQMzK^?SYcH0E7A$oPzc*UG=6CDYEkE<XThok
zw(xHc`J+}!A`E8tx5k1u$4OVI8-)r(mdP&Idglr&vzR3zs*;3!h?|9*UV|Jg!#dOn
zvfGK>bJ9RL5D~g|6~ZGU?-6DqiVamq(D6pr(aJQ2Y{4YCBvv~T8nFqgD*0GqbjXsT
zRRHRPQ0Vmr8s0j~??971hWWfbRyLbcLJsWtdKAF{5yJ%_2TQK=^ppPxXLmx;k-3Fa
ziK0?C5<DXKG;C0^swfzkapuwIVm7Mo0>T6k3K*MX-CLIjTR;jB2f_SXbQHI{)evdi
z6r}DPVlGkBaJG*Skwtq?{1tHObaTJ6F*rIP=8~&e9P(8^{~FP_bdIxPr#i!<kmTrP
zRB!+;&oPjaC-68dgi$7fng<pv!T}-;KQ9RPe6UY6R=xAtdDpblHp^6QN~3iZWbTA%
zqEja}*+iirz&)&VaR9F_NEd{u)f^w3<2V71_KXVR&%x}8mZQ%lx6pV1B33g3&8i9=
SP|R7tk*JOWOc&h|_x}NG)(N5j

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
index a691b15..1cea58f 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
@@ -9,9 +9,10 @@ using namespace std;
 
 string generate_header(Json::Value data);
 string generate_source(Json::Value data);
-string generate_tasks(Json::Value data, string &exec_task);
+string generate_tasks(Json::Value data, string &desc_decl, string &desc_def);
 string getTypeCast(string type);
 string getArgumentTypeCast(string type);
+string getMatDRType(string type);
 void replace_multiple_string(string& str, string to_find, string to_replace);
 string uppercase(string s);
 
@@ -57,10 +58,10 @@ int main(int argc, char** argv) {
 
 	string name = data["name"].asString();
 
-	string header = generate_header(data);
-	std::ofstream header_file(string(name + ".hpp"));
-	header_file << header;
-	header_file.close();
+	// string header = generate_header(data);
+	// std::ofstream header_file(string(name + ".hpp"));
+	// header_file << header;
+	// header_file.close();
 
 	string source = generate_source(data);
 	std::ofstream source_file(string(name + ".cpp"));
@@ -139,121 +140,24 @@ string generate_header(Json::Value data) {
 string generate_source(Json::Value data) {
 	// get name
 	string name = data["name"].asString();
-
-	string dataRegionOutputCreate;	// $OUTPUT_DR_CREATE$
-	string dataRegionInputCreate;	// $INPUT_DR_CREATE$
-	string dataRegionOutputCast;	// $OUTPUT_CAST_DR$
-	string dataRegionInputCast;		// $INPUT_CAST_DR$
-	string dataRegionOutputDecl;	// $OUTPUT_DECL_DR$
-	string dataRegionInputDecl;		// $INPUT_DECL_DR$
-	string commonArgsDec;			// $PCB_ARGS$
-	string commonArgsLoop = 		// $PCB_ARGS$
-		"\tint set_cout = 0;\n\tfor(int i=0; i<this->getArgumentsSize(); i++){\n";
-	string pcb_task_params;			// $PCB_TASK_PARAMS$
-	string task_args;				// $TASK_ARGS$
-	string exec_task;
-
-	// generate DataRegion strings
-	for (int i=0; i<data["args"].size(); i++) {
-		if (data["args"][i]["type"].asString().compare("dr") == 0) {
-			string dr_name = data["args"][i]["name"].asString();
-
-			// Generate input strings
-			if (data["args"][i]["io"].asString().compare("input") == 0) {
-				// generate input dr name declaration - $PCB_ARGS$
-				commonArgsDec += "\tArgumentRT* " + dr_name + "_arg;\n";
-
-				// generate input dr name conditional assignment - $PCB_ARGS$
-				commonArgsLoop += "\t\tif (this->getArgument(i)->getName().compare(\"" +
-					dr_name + "\") == 0) {\n\t\t\t" + dr_name + "_arg = (ArgumentRT*)" + 
-					"this->getArgument(i);\n\t\t\tset_cout++;\n\t\t}\n\n";
-
-				// generate DataRegion IOs - $INPUT_DR_CREATE$
-				dataRegionInputCreate += "\tthis->addInputOutputDataRegion(\"tile\", " +
-					dr_name + "_arg->getName(), RTPipelineComponentBase::INPUT);\n";
-
-				// generate DataRegion input declaration - $INPUT_DECL_DR$
-				dataRegionInputDecl += "\t\tDenseDataRegion2D *" + 
-					dr_name + " = NULL;\n";
-
-				// generate DataRegion input cast - $INPUT_CAST_DR$
-				dataRegionInputCast += "\t\t\t" + dr_name + 
-					" = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(" +
-					dr_name + "_arg->getName(), " +
-					"std::to_string(" + dr_name + "_arg->getId()), 0, " + dr_name + 
-					"_arg->getId()));\n";
-
-			} 
-			// generate output string
-			else if (data["args"][i]["io"].asString().compare("output") == 0) {
-				// generate input dr name declaration - $PCB_ARGS$
-				commonArgsDec += "\tArgumentRT* " + dr_name + "_arg;\n";
-
-				// generate input dr name conditional assignment - $PCB_ARGS$
-				commonArgsLoop += "\t\tif (this->getArgument(i)->getName().compare(\"" +
-					dr_name + "\") == 0) {\n\t\t\t" + dr_name + "_arg = (ArgumentRT*)" + 
-					"this->getArgument(i);\n\t\t\tset_cout++;\n\t\t}\n\n";
-
-				// generate DataRegion IOs - $OUTPUT_DR_CREATE$
-				dataRegionOutputCreate += "\tthis->addInputOutputDataRegion(\"tile\", " +
-					dr_name + "_arg->getName(), RTPipelineComponentBase::OUTPUT);\n";
-
-				// generate DataRegion output declaration - $OUTPUT_DECL_DR$
-				dataRegionOutputDecl += "\t\tDenseDataRegion2D *" + 
-					dr_name + " = NULL;\n";
-
-				// generate DataRegion output cast - $OUTPUT_CAST_DR$
-				dataRegionOutputCast += "\t\t\t" + dr_name + 
-					" = new DenseDataRegion2D();\n\t\t\t" + dr_name + "->setName(" + 
-					dr_name + "_arg->getName());\n\t\t\t" + dr_name + "->setId(std::to_string(" + 
-					dr_name + "_arg->getId()));\n\t\t\t" + dr_name + "->setVersion(" + 
-					dr_name + "_arg->getId());\n\t\t\tinputRt->insertDataRegion(" + 
-					dr_name + ");\n";
-
-			} else {
-				cout << "Malformed descriptor." << endl;
-				exit(-1);
-			}
-
-			// generate DR args $PCB_TASK_PARAMS$
-			pcb_task_params += dr_name + ", ";
-
-			// generate DR args $TASK_ARGS$
-			task_args += "\tthis->" + dr_name + "_temp = " + dr_name + "_temp;\n";
-		}
-	}
-
-	// generate all common args string
-	for (int i=0; i<data["args"].size(); i++) {
-		if (data["args"][i]["type"].asString().compare("dr") != 0) {
-			string arg_name = data["args"][i]["name"].asString();
-			string arg_type = data["args"][i]["type"].asString();
-			
-			// generate arg declaration - $PCB_ARGS$
-			commonArgsDec += "\t" + getTypeCast(arg_type) + " " + arg_name + ";\n";
-
-			// generate arg conditional assignment - $PCB_ARGS$
-			commonArgsLoop += "\t\tif (this->getArgument(i)->getName().compare(\"" +
-				arg_name + "\") == 0) {\n\t\t\t" + arg_name + " = (" + getTypeCast(arg_type) + 
-				")(" + getArgumentTypeCast(arg_type) + "this->getArgument(i))->getArgValue();\n" + 
-				"\t\t\tset_cout++;\n\t\t}\n\n";
-
-			// generate common args $PCB_TASK_PARAMS$
-			pcb_task_params += arg_name + ", ";
+	string stage_desc_decl;
+	string stage_desc_def;
+	string stage_input_dr;
+	string stage_output_dr;
+
+	// generate DataRegion io strings
+	for (int i=0; i<data["dr_args"].size(); i++) {
+		if (data["dr_args"][i]["io"].asString().compare("input") == 0) {
+			stage_input_dr += "\tthis->addInputOutputDataRegion(\"tile\", \"" + 
+				data["dr_args"][i]["name"].asString() + "\", RTPipelineComponentBase::INPUT);\n";
+		} else {
+			stage_output_dr += "\tthis->addInputOutputDataRegion(\"tile\", \"" + 
+				data["dr_args"][i]["name"].asString() + "\", RTPipelineComponentBase::OUTPUT);\n";
 		}
 	}
 
-	// finish generating $PCB_ARGS$
-	string commonArgs = commonArgsDec + "\n" + commonArgsLoop + "\t}\n\n" + 
-		"\tif (set_cout < this->getArgumentsSize())\n\t\tstd::cout " + 
-		"<< __FILE__ << \":\" << __LINE__ <<\" Missing common arguments on " + 
-		name + "\" << std::endl;";
-
-	// remove final comma from pcb_task_params
-	pcb_task_params.erase(pcb_task_params.length()-2, 2);
-
 	// generate the tasks
-	string tasks = generate_tasks(data, exec_task);
+	string tasks = generate_tasks(data, stage_desc_decl, stage_desc_def);
 
 	/********************************************************/
 	/***************** Generate File String *****************/
@@ -273,32 +177,17 @@ string generate_source(Json::Value data) {
 	// $NAME$
 	replace_multiple_string(source, "$NAME$", name);
 
-	// $OUTPUT_DR_CREATE$
-	replace_multiple_string(source, "$OUTPUT_DR_CREATE$", dataRegionOutputCreate);
-
-	// $INPUT_DR_CREATE$
-	replace_multiple_string(source, "$INPUT_DR_CREATE$", dataRegionInputCreate);
-
-	// $PCB_ARGS$
-	replace_multiple_string(source, "$PCB_ARGS$", commonArgs);
+	// $STAGE_DESC_DECL$
+	replace_multiple_string(source, "$STAGE_DESC_DECL$", stage_desc_decl);
 
-	// $OUTPUT_CAST_DR$
-	replace_multiple_string(source, "$OUTPUT_CAST_DR$", dataRegionOutputCast);
+	// $STAGE_DESC_DEF$
+	replace_multiple_string(source, "$STAGE_DESC_DEF$", stage_desc_def);
 
-	// $INPUT_CAST_DR$
-	replace_multiple_string(source, "$INPUT_CAST_DR$", dataRegionInputCast);
+	// $STAGE_INPUT_DR$
+	replace_multiple_string(source, "$STAGE_INPUT_DR$", stage_input_dr);
 
-	// $OUTPUT_DECL_DR$
-	replace_multiple_string(source, "$OUTPUT_DECL_DR$", dataRegionOutputDecl);
-
-	// $INPUT_DECL_DR$
-	replace_multiple_string(source, "$INPUT_DECL_DR$", dataRegionInputDecl);
-
-	// $PCB_TASK_PARAMS$
-	replace_multiple_string(source, "$PCB_TASK_PARAMS$", pcb_task_params);
-
-	// $EXEC_TASK$
-	replace_multiple_string(source, "$EXEC_TASK$", exec_task);
+	// $STAGE_OUTPUT_DR$
+	replace_multiple_string(source, "$STAGE_OUTPUT_DR$", stage_output_dr);	
 
 	// $TASKS$
 	replace_multiple_string(source, "$TASKS$", tasks);
@@ -306,19 +195,23 @@ string generate_source(Json::Value data) {
 	return source;
 }
 
-string generate_tasks(Json::Value data, string &exec_task) {
+string generate_tasks(Json::Value data, string &desc_decl, string &desc_def) {
 
 	string final_source;
+	map<string, bool> fisrt_forward;
 
 	// go through all tasks
 	for (int i=0; i<data["tasks"].size(); i++) {
 		string name = data["name"].asString() + to_string(i);
+		string name_prev = data["name"].asString() + to_string(i-1);
 		string type_check = "";
 		string task_args;
 		string input_dr_delete;
 		string input_mat_dr;
 		string output_mat_dr;
+		string intertask_mat;
 		string cmd = data["tasks"][i]["call"].asString() + "(";
+		string intertask_return;
 		string call_args;
 		string output_dr_return;
 		string update_mat_dr;
@@ -336,9 +229,17 @@ string generate_tasks(Json::Value data, string &exec_task) {
 				"] \" << __FILE__ << \":\" << __LINE__ <<\" incompatible tasks.\" << std::endl;\n\t}\n";
 		}
 
+		desc_decl += "\tlist<ArgumentBase*> task_" + name + "_args;\n";
+
 		// go through all args
 		for (int j=0; j<data["tasks"][i]["args"].size(); j++) {
-			call_args += data["tasks"][i]["args"][j]["name"].asString() + ", ";
+			desc_def += "\t" + getArgumentTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + "* " + 
+				data["tasks"][i]["args"][j]["name"].asString() + to_string(i) + " = new " + 
+				getArgumentTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + "();\n\t" + 
+				data["tasks"][i]["args"][j]["name"].asString() + to_string(i) + "->setName(\"" + 
+				data["tasks"][i]["args"][j]["name"].asString() + "\");\n\ttask_" + 
+				name + "_args.emplace_back(" + 
+				data["tasks"][i]["args"][j]["name"].asString() + to_string(i) + ");\n";
 
 			if (data["tasks"][i]["args"][j]["type"].asString().compare("dr") == 0) {
 				task_args += "\t\tif (a->getName().compare(\"" + 
@@ -404,10 +305,13 @@ string generate_tasks(Json::Value data, string &exec_task) {
 					data["tasks"][i]["args"][j]["name"].asString() + "_name);\n\n";
 
 				if (data["tasks"][i]["args"][j]["io"].asString().compare("input") == 0) {
+					call_args += data["tasks"][i]["args"][j]["name"].asString() + ", ";
+
 					input_dr_delete += "\tif(" + data["tasks"][i]["args"][j]["name"].asString() + "_temp != NULL) delete " + 
 						data["tasks"][i]["args"][j]["name"].asString() + "_temp;\n";
 
-					input_mat_dr += "\tcv::Mat " + data["tasks"][i]["args"][j]["name"].asString() + ";\n";
+					input_mat_dr += "\tcv::Mat " + data["tasks"][i]["args"][j]["name"].asString() + " = this->" + 
+						data["tasks"][i]["args"][j]["name"].asString() + "_temp->getData();\n";
 
 					update_mat_dr += "\t" + data["tasks"][i]["args"][j]["name"].asString() + 
 						"_temp = dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(this->" + 
@@ -415,22 +319,25 @@ string generate_tasks(Json::Value data, string &exec_task) {
 						data["tasks"][i]["args"][j]["name"].asString() + "_temp->getId(), 0, stoi(this->" + 
 						data["tasks"][i]["args"][j]["name"].asString() + "_temp->getId())));\n";
 				} else {
-					output_mat_dr += "\tcv::Mat " + data["tasks"][i]["args"][j]["name"].asString() + " = this->" + 
-						data["tasks"][i]["args"][j]["name"].asString() + "_temp->getData();\n";
+					call_args += "&" + data["tasks"][i]["args"][j]["name"].asString() + ", ";
+
+					output_mat_dr += "\tcv::Mat " + data["tasks"][i]["args"][j]["name"].asString() + ";\n";
 
-					output_dr_return += "\t" + data["tasks"][i]["args"][j]["name"].asString() + 
-						" = new cv::Mat(" + data["tasks"][i]["args"][j]["name"].asString() + "_temp);\n";
+					output_dr_return += "\tthis->" + data["tasks"][i]["args"][j]["name"].asString() + 
+						"_temp->setData(" + data["tasks"][i]["args"][j]["name"].asString() + ");\n";
 
 					update_mat_dr += "rt->insertDataRegion(this->" + 
 						data["tasks"][i]["args"][j]["name"].asString() + "_temp);\n";
 				}
 			} else {
+				call_args += data["tasks"][i]["args"][j]["name"].asString() + ", ";
+
 				task_args += "\t\tif (a->getName().compare(\"" + 
 					data["tasks"][i]["args"][j]["name"].asString() + "\") == 0) {\n\t\t\tthis->" + 
 					data["tasks"][i]["args"][j]["name"].asString() + " = (" + 
-					getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + ")(" + 
+					getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + ")((" + 
 					getArgumentTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + 
-					"a)->getArgValue();\n\t\t\tset_cout++;\n\t\t}\n\n";
+					"*)a)->getArgValue();\n\t\t\tset_cout++;\n\t\t}\n\n";
 
 				reusable_cond += "\t\tthis->" + data["tasks"][i]["args"][j]["name"].asString() + " == t->" + 
 					data["tasks"][i]["args"][j]["name"].asString() + " &&\n";
@@ -450,21 +357,51 @@ string generate_tasks(Json::Value data, string &exec_task) {
 					"*)(buff+deserialized_bytes))[0];\n\tdeserialized_bytes += sizeof(" + 
 					getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + ");\n\n";
 
-				task_print += "\tcout << \"\t\t\tminSizePl: \" << " + 
+				task_print += "\tcout << \"" + data["tasks"][i]["args"][j]["name"].asString() + ": \" << " + 
 					data["tasks"][i]["args"][j]["name"].asString() + " << endl;\n";
 			}
 		}
 
 		// go through all interstage args
 		for (int j=0; j<data["tasks"][i]["interstage_args"].size(); j++) {
-			call_args += data["tasks"][i]["interstage_args"][j]["name"].asString() + ", ";
 
 			if (data["tasks"][i]["interstage_args"][j]["io"].asString().compare("input") == 0) {
 				update_ints_args += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
 					" = ((Task$NAME$*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ";\n";
 
-				resolve_deps += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
-					" = &((Task$NAME$*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ";\n";
+				// check if this is the a forwarded argument
+				if (fisrt_forward[data["tasks"][i]["interstage_args"][j]["name"].asString()] == true) {
+					resolve_deps += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
+						" = ((Task" + name_prev + "*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + "_fw;\n";
+				} else {
+					resolve_deps += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
+						" = &((Task" + name_prev + "*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ";\n";
+				}
+
+				call_args += "*" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ", ";
+			} else if (data["tasks"][i]["interstage_args"][j]["io"].asString().compare("output") == 0) {
+				call_args += "&" + data["tasks"][i]["interstage_args"][j]["name"].asString() + "_temp, ";
+				fisrt_forward[data["tasks"][i]["interstage_args"][j]["name"].asString()] = false;
+
+				intertask_mat += "\t" + getMatDRType(data["tasks"][i]["interstage_args"][j]["type"].asString()) + " " + 
+					data["tasks"][i]["interstage_args"][j]["name"].asString() + "_temp;\n";
+
+				intertask_return += "\t" + data["tasks"][i]["interstage_args"][j]["name"].asString() + " = new " + 
+					getMatDRType(data["tasks"][i]["interstage_args"][j]["type"].asString()) + "(" + 
+					data["tasks"][i]["interstage_args"][j]["name"].asString() + "_temp);\n";
+			} else {
+				update_ints_args += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
+					"_fw = ((Task$NAME$*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + "_fw;\n";
+
+				// check if this is the first forward
+				if (fisrt_forward[data["tasks"][i]["interstage_args"][j]["name"].asString()] == false) {
+					fisrt_forward[data["tasks"][i]["interstage_args"][j]["name"].asString()] = true;
+					resolve_deps += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
+						"_fw = &((Task" + name_prev + "*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ";\n";
+				} else {
+					resolve_deps += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
+						"_fw = ((Task" + name_prev + "*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + "_fw;\n";
+				}
 			}
 		}
 
@@ -495,9 +432,15 @@ string generate_tasks(Json::Value data, string &exec_task) {
 		// $OUTPUT_MAT_DR$
 		replace_multiple_string(source, "$OUTPUT_MAT_DR$", output_mat_dr);
 
+		// $INTERTASK_MAT$
+		replace_multiple_string(source, "$INTERTASK_MAT$", intertask_mat);
+
 		// $CMD$
 		replace_multiple_string(source, "$CMD$", cmd);
 
+		// $INTERTASK_RETURN$
+		replace_multiple_string(source, "$INTERTASK_RETURN$", intertask_return);
+
 		// $OUTPUT_DR_RETURN$
 		replace_multiple_string(source, "$OUTPUT_DR_RETURN$", output_dr_return);
 
@@ -533,8 +476,7 @@ string generate_tasks(Json::Value data, string &exec_task) {
 
 		final_source += source;
 
-		exec_task += "\t\tTask" + name + " * task" + to_string(i) + " = new Task" + name + 
-			"(" + call_args + ");\n\t\tthis->executeTask(task" + to_string(i) + ");\n";
+		desc_def += "\tthis->tasksDesc[\"Task" + name + "\"] = task_" + name + "_args;\n\n";
 	}
 
 	return final_source;
@@ -549,19 +491,32 @@ string getTypeCast(string type) {
 		return "double";
 	else if (type.compare("float_array") == 0)
 		return "float*";
+	else if (type.compare("dr") == 0)
+		return "ArgumentRT";
 	else
 		return nullptr;
 }
 
 string getArgumentTypeCast(string type) {
 	if (type.compare("uchar") == 0)
-		return "(ArgumentInt*)";
+		return "ArgumentInt";
 	else if (type.compare("int") == 0)
-		return "(ArgumentInt*)";
+		return "ArgumentInt";
 	else if (type.compare("double") == 0)
-		return "(ArgumentFloat*)";
+		return "ArgumentFloat";
 	else if (type.compare("float_array") == 0)
-		return "(ArgumentFloatArray*)";
+		return "ArgumentFloatArray";
+	else if (type.compare("dr") == 0)
+		return "ArgumentRT";
+	else
+		return nullptr;
+}
+
+string getMatDRType(string type) {
+	if (type.compare("mat") == 0)
+		return "cv::Mat";
+	else if (type.compare("mat_vect") == 0)
+		return "std::vector<cv::Mat>";
 	else
 		return nullptr;
 }
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc
index 4861c2a..a2df58b 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc
@@ -1,23 +1,8 @@
 {"name":"Segmentation",
 "includes":"#include \"opencv2/opencv.hpp\"\n#include \"opencv2/gpu/gpu.hpp\"\n#include \"HistologicalEntities.h\"", 
-"args":[
+"dr_args":[
 		{"name":"normalized_rt", "type":"dr", "io":"input"}, 
-		{"name":"segmented_rt", "type":"dr", "io":"output"}, 
-		{"name":"blue", "type":"uchar"}, 
-		{"name":"green", "type":"uchar"}, 
-		{"name":"red", "type":"uchar"}, 
-		{"name":"T1", "type":"double"}, 
-		{"name":"T2", "type":"double"}, 
-		{"name":"G1", "type":"uchar"}, 
-		{"name":"minSize", "type":"int"}, 
-		{"name":"maxSize", "type":"int"}, 
-		{"name":"G2", "type":"uchar"}, 
-		{"name":"minSizePl", "type":"int"}, 
-		{"name":"minSizeSeg", "type":"int"}, 
-		{"name":"maxSizeSeg", "type":"int"}, 
-		{"name":"fillHolesConnectivity", "type":"int"}, 
-		{"name":"reconConnectivity", "type":"int"}, 
-		{"name":"watershedConnectivity", "type":"int"}
+		{"name":"segmented_rt", "type":"dr", "io":"output"}
 	],
 "tasks":[
 		{"call":"::nscale::HistologicalEntities::segmentNucleiStg1", 
@@ -33,7 +18,77 @@
 				{"name":"bgr", "type":"mat_vect", "io":"output"}, 
 				{"name":"rbc", "type":"mat", "io":"output"}
 			]
+		},
+		{"call":"::nscale::HistologicalEntities::segmentNucleiStg2", 
+			"args":[
+				{"name":"reconConnectivity", "type":"int"}
+			],
+			"interstage_args":[
+				{"name":"bgr", "type":"mat_vect", "io":"input"},
+				{"name":"rbc", "type":"mat", "io":"forward"},
+				{"name":"rc", "type":"mat", "io":"output"},
+				{"name":"rc_recon", "type":"mat", "io":"output"},
+				{"name":"rc_open", "type":"mat", "io":"output"}
+			]
+		},
+		{"call":"::nscale::HistologicalEntities::segmentNucleiStg3", 
+			"args":[
+				{"name":"fillHolesConnectivity", "type":"int"},
+				{"name":"G1", "type":"int"}
+			],
+			"interstage_args":[
+				{"name":"rc", "type":"mat", "io":"input"}, 
+				{"name":"rc_recon", "type":"mxat", "io":"input"},
+				{"name":"rc_open", "type":"mat", "io":"input"},
+				{"name":"rbc", "type":"mat", "io":"forward"},
+				{"name":"bw1", "type":"mat", "io":"output"},
+				{"name":"diffIm", "type":"mat", "io":"output"}
+			]
+		},
+		{"call":"::nscale::HistologicalEntities::segmentNucleiStg4", 
+			"args":[
+				{"name":"minSize", "type":"int"},
+				{"name":"maxSize", "type":"int"}
+			],
+			"interstage_args":[
+				{"name":"bw1", "type":"mat", "io":"input"},
+				{"name":"rbc", "type":"mat", "io":"forward"},
+				{"name":"diffIm", "type":"mat", "io":"forward"},
+				{"name":"bw1_t", "type":"mat", "io":"output"}
+			]
+		},
+		{"call":"::nscale::HistologicalEntities::segmentNucleiStg5", 
+			"args":[
+				{"name":"G2", "type":"int"}
+			],
+			"interstage_args":[
+				{"name":"diffIm", "type":"mat", "io":"input"},
+				{"name":"bw1_t", "type":"mat", "io":"input"},
+				{"name":"rbc", "type":"mat", "io":"input"},
+				{"name":"seg_open", "type":"mat", "io":"output"}
+			]
+		},
+		{"call":"::nscale::HistologicalEntities::segmentNucleiStg6", 
+			"args":[
+				{"name":"normalized_rt", "type":"dr", "io":"input"}, 
+				{"name":"minSizePl", "type":"int"},
+				{"name":"watershedConnectivity", "type":"int"}
+			],
+			"interstage_args":[
+				{"name":"seg_open", "type":"mat", "io":"input"},
+				{"name":"seg_nonoverlap", "type":"mat", "io":"output"}
+			]
+		},
+		{"call":"::nscale::HistologicalEntities::segmentNucleiStg7", 
+			"args":[
+				{"name":"segmented_rt", "type":"dr", "io":"output"},
+				{"name":"minSizeSeg", "type":"int"},
+				{"name":"maxSizeSeg", "type":"int"},
+				{"name":"fillHolesConnectivity", "type":"int"}
+			],
+			"interstage_args":[
+				{"name":"seg_nonoverlap", "type":"mat", "io":"input"}
+			]
 		}
 	]
-}
-
+}
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
index 3798586..afc44e6 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
@@ -16,14 +16,15 @@ $INPUT_DR_DELETE$
 bool Task$NAME$::run(int procType, int tid) {
 $INPUT_MAT_DR$
 $OUTPUT_MAT_DR$
+$INTERTASK_MAT$
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
 	std::cout << "Task$NAME$ executing." << std::endl;	
 
-	$CMD$;
+	$CMD$
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
-
+$INTERTASK_RETURN$
 $OUTPUT_DR_RETURN$
 	std::cout << "Task $NAME$ time elapsed: "<< t2-t1 << std::endl;
 }
@@ -115,15 +116,16 @@ $TASK_PRINT$
 }
 
 // Create the task factory
-ReusableTask* $NAME$FactorySegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+ReusableTask* $NAME$Factory1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
 	return new Task$NAME$(args, inputRt);
 }
 
 // Create the task factory
-ReusableTask* $NAME$FactorySegmentation2() {
+ReusableTask* $NAME$Factory2() {
 	return new Task$NAME$();
 }
 
 // register factory with the runtime system
-bool registeredSegmentationTask2 = ReusableTask::ReusableTaskFactory::taskRegister("Task$NAME$", 
-	&$NAME$FactorySegmentation1, &$NAME$FactorySegmentation2);
\ No newline at end of file
+bool registeredTask$NAME$2 = ReusableTask::ReusableTaskFactory::taskRegister("Task$NAME$", 
+	&$NAME$Factory1, &$NAME$Factory2);
+
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template
index 1d65972..f05ff79 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template
@@ -9,6 +9,7 @@
 
 #include <string>
 #include <sstream>
+#include <typeinfo>
 
 /**************************************************************************************/
 /**************************** PipelineComponent functions *****************************/
@@ -16,6 +17,10 @@
 
 $NAME$::$NAME$() {
 	this->setComponentName("$NAME$");
+
+	// generate task descriptors
+$STAGE_DESC_DECL$
+$STAGE_DESC_DEF$
 }
 
 $NAME$::~$NAME$() {}
@@ -26,26 +31,27 @@ int $NAME$::run() {
 	std::cout << "Executing component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
 	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
 
-$PCB_ARGS$
+$STAGE_INPUT_DR$
+$STAGE_OUTPUT_DR$
 
-$INPUT_DR_CREATE$
-$OUTPUT_DR_CREATE$
+	map<int, ReusableTask*> prev_map;
+	for (list<ReusableTask*>::reverse_iterator task=tasks.rbegin(); task!=tasks.rend(); task++) {
+		cout << "[Segmentation] sending task " << (*task)->getId() << endl;
+		// generate a task copy and update the DR, getting the actual data
+		ReusableTask* t = (*task)->clone();
+		t->updateDR(inputRt);
 
-	if(inputRt != NULL){
-$INPUT_DECL_DR$
-$OUTPUT_DECL_DR$
-		try{
-$INPUT_CAST_DR$
-$OUTPUT_CAST_DR$
-			std::cout << "$NAME$. paramenterId: "<< workflow_id <<std::endl;
-		}catch(...){
-			std::cout <<"ERROR $NAME$ " << std::endl;
+		// solve dependency if it isn't the first task
+		if (t->parentTask != -1) {
+			t->addDependency(prev_map[t->parentTask]);
+			t->resolveDependencies(prev_map[t->parentTask]);
 		}
 
-		// Create processing task
-$EXEC_TASK$
-	}else{
-		std::cout << __FILE__ << ":" << __LINE__ <<" RT == NULL" << std::endl;
+		// send task to be executed
+		this->executeTask(t);
+
+		// add this task to parent list for future dependency resolution
+		prev_map[t->getId()] = t;
 	}
 
 	return 0;

From ba6ca303105f7a7e925329428aceccc3f4339b84 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Wed, 31 Aug 2016 18:32:04 -0300
Subject: [PATCH 28/87] Generated code working with any np value but still
 buggy: When testing with 2 parameters and 2 values for each (i.e 4 workflows)
 it works; When testing with 3 parameters and 2 values for each (i.e 8
 workflows it doesn't work; This is independent of which parameters are used.

---
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 1459 ++++++++++++-----
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp |   46 +-
 .../PipelineRTFS-NS-Diff-FGO/gen/Makefile     |    8 +-
 .../examples/PipelineRTFS-NS-Diff-FGO/gen/gen |  Bin 492209 -> 492209 bytes
 .../PipelineRTFS-NS-Diff-FGO/gen/gen.cpp      |   30 +-
 .../gen/source_task_template                  |    9 +-
 6 files changed, 1123 insertions(+), 429 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index a7e4374..c9142fb 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -19,68 +19,86 @@ Segmentation::Segmentation() {
 	this->setComponentName("Segmentation");
 
 	// generate task descriptors
-	list<ArgumentBase*> segmentation_task1_args;
-	list<ArgumentBase*> segmentation_task2_args;
-	list<ArgumentBase*> segmentation_task3_args;
-
-	ArgumentRT* normalized_rt = new ArgumentRT();
-	normalized_rt->setName("normalized_rt");
-	segmentation_task1_args.emplace_back(normalized_rt);
-	ArgumentInt* blue = new ArgumentInt();
-	blue->setName("blue");
-	segmentation_task1_args.emplace_back(blue);
-	ArgumentInt* green = new ArgumentInt();
-	green->setName("green");
-	segmentation_task1_args.emplace_back(green);
-	ArgumentInt* red = new ArgumentInt();
-	red->setName("red");
-	segmentation_task1_args.emplace_back(red);
-	ArgumentFloat* T1 = new ArgumentFloat();
-	T1->setName("T1");
-	segmentation_task1_args.emplace_back(T1);
-	ArgumentFloat* T2 = new ArgumentFloat();
-	T2->setName("T2");
-	segmentation_task1_args.emplace_back(T2);
-	ArgumentInt* G1 = new ArgumentInt();
-	G1->setName("G1");
-	segmentation_task1_args.emplace_back(G1);
-	ArgumentInt* minSize = new ArgumentInt();
-	minSize->setName("minSize");
-	segmentation_task1_args.emplace_back(minSize);
-	ArgumentInt* maxSize = new ArgumentInt();
-	maxSize->setName("maxSize");
-	segmentation_task1_args.emplace_back(maxSize);
-	ArgumentInt* G2 = new ArgumentInt();
-	G2->setName("G2");
-	segmentation_task1_args.emplace_back(G2);
-	ArgumentInt* fillHolesConnectivity = new ArgumentInt();
-	fillHolesConnectivity->setName("fillHolesConnectivity");
-	segmentation_task1_args.emplace_back(fillHolesConnectivity);
-	ArgumentInt* reconConnectivity = new ArgumentInt();
-	reconConnectivity->setName("reconConnectivity");
-	segmentation_task1_args.emplace_back(reconConnectivity);
-	this->tasksDesc["Task1Segmentation"] = segmentation_task1_args;
-	
-	segmentation_task2_args.emplace_back(normalized_rt);
-	ArgumentInt* minSizePl = new ArgumentInt();
-	minSizePl->setName("minSizePl");
-	segmentation_task2_args.emplace_back(minSizePl);
-	ArgumentInt* watershedConnectivity = new ArgumentInt();
-	watershedConnectivity->setName("watershedConnectivity");
-	segmentation_task2_args.emplace_back(watershedConnectivity);
-	this->tasksDesc["Task2Segmentation"] = segmentation_task2_args;
-	
-	ArgumentInt* minSizeSeg = new ArgumentInt();
-	minSizeSeg->setName("minSizeSeg");
-	segmentation_task3_args.emplace_back(minSizeSeg);
-	ArgumentInt* maxSizeSeg = new ArgumentInt();
-	maxSizeSeg->setName("maxSizeSeg");
-	segmentation_task3_args.emplace_back(maxSizeSeg);
-	segmentation_task3_args.emplace_back(fillHolesConnectivity);
-	ArgumentRT* segmented_rt = new ArgumentRT();
-	segmented_rt->setName("segmented_rt");
-	segmentation_task3_args.emplace_back(segmented_rt);
-	this->tasksDesc["Task3Segmentation"] = segmentation_task3_args;
+	list<ArgumentBase*> task_Segmentation0_args;
+	list<ArgumentBase*> task_Segmentation1_args;
+	list<ArgumentBase*> task_Segmentation2_args;
+	list<ArgumentBase*> task_Segmentation3_args;
+	list<ArgumentBase*> task_Segmentation4_args;
+	list<ArgumentBase*> task_Segmentation5_args;
+	list<ArgumentBase*> task_Segmentation6_args;
+
+	ArgumentRT* normalized_rt0 = new ArgumentRT();
+	normalized_rt0->setName("normalized_rt");
+	task_Segmentation0_args.emplace_back(normalized_rt0);
+	ArgumentInt* blue0 = new ArgumentInt();
+	blue0->setName("blue");
+	task_Segmentation0_args.emplace_back(blue0);
+	ArgumentInt* green0 = new ArgumentInt();
+	green0->setName("green");
+	task_Segmentation0_args.emplace_back(green0);
+	ArgumentInt* red0 = new ArgumentInt();
+	red0->setName("red");
+	task_Segmentation0_args.emplace_back(red0);
+	ArgumentFloat* T10 = new ArgumentFloat();
+	T10->setName("T1");
+	task_Segmentation0_args.emplace_back(T10);
+	ArgumentFloat* T20 = new ArgumentFloat();
+	T20->setName("T2");
+	task_Segmentation0_args.emplace_back(T20);
+	this->tasksDesc["TaskSegmentation0"] = task_Segmentation0_args;
+
+	ArgumentInt* reconConnectivity1 = new ArgumentInt();
+	reconConnectivity1->setName("reconConnectivity");
+	task_Segmentation1_args.emplace_back(reconConnectivity1);
+	this->tasksDesc["TaskSegmentation1"] = task_Segmentation1_args;
+
+	ArgumentInt* fillHolesConnectivity2 = new ArgumentInt();
+	fillHolesConnectivity2->setName("fillHolesConnectivity");
+	task_Segmentation2_args.emplace_back(fillHolesConnectivity2);
+	ArgumentInt* G12 = new ArgumentInt();
+	G12->setName("G1");
+	task_Segmentation2_args.emplace_back(G12);
+	this->tasksDesc["TaskSegmentation2"] = task_Segmentation2_args;
+
+	ArgumentInt* minSize3 = new ArgumentInt();
+	minSize3->setName("minSize");
+	task_Segmentation3_args.emplace_back(minSize3);
+	ArgumentInt* maxSize3 = new ArgumentInt();
+	maxSize3->setName("maxSize");
+	task_Segmentation3_args.emplace_back(maxSize3);
+	this->tasksDesc["TaskSegmentation3"] = task_Segmentation3_args;
+
+	ArgumentInt* G24 = new ArgumentInt();
+	G24->setName("G2");
+	task_Segmentation4_args.emplace_back(G24);
+	this->tasksDesc["TaskSegmentation4"] = task_Segmentation4_args;
+
+	ArgumentRT* normalized_rt5 = new ArgumentRT();
+	normalized_rt5->setName("normalized_rt");
+	task_Segmentation5_args.emplace_back(normalized_rt5);
+	ArgumentInt* minSizePl5 = new ArgumentInt();
+	minSizePl5->setName("minSizePl");
+	task_Segmentation5_args.emplace_back(minSizePl5);
+	ArgumentInt* watershedConnectivity5 = new ArgumentInt();
+	watershedConnectivity5->setName("watershedConnectivity");
+	task_Segmentation5_args.emplace_back(watershedConnectivity5);
+	this->tasksDesc["TaskSegmentation5"] = task_Segmentation5_args;
+
+	ArgumentRT* segmented_rt6 = new ArgumentRT();
+	segmented_rt6->setName("segmented_rt");
+	task_Segmentation6_args.emplace_back(segmented_rt6);
+	ArgumentInt* minSizeSeg6 = new ArgumentInt();
+	minSizeSeg6->setName("minSizeSeg");
+	task_Segmentation6_args.emplace_back(minSizeSeg6);
+	ArgumentInt* maxSizeSeg6 = new ArgumentInt();
+	maxSizeSeg6->setName("maxSizeSeg");
+	task_Segmentation6_args.emplace_back(maxSizeSeg6);
+	ArgumentInt* fillHolesConnectivity6 = new ArgumentInt();
+	fillHolesConnectivity6->setName("fillHolesConnectivity");
+	task_Segmentation6_args.emplace_back(fillHolesConnectivity6);
+	this->tasksDesc["TaskSegmentation6"] = task_Segmentation6_args;
+
+
 }
 
 Segmentation::~Segmentation() {}
@@ -92,8 +110,10 @@ int Segmentation::run() {
 	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
 
 	this->addInputOutputDataRegion("tile", "normalized_rt", RTPipelineComponentBase::INPUT);
+
 	this->addInputOutputDataRegion("tile", "segmented_rt", RTPipelineComponentBase::OUTPUT);
 
+
 	map<int, ReusableTask*> prev_map;
 	for (list<ReusableTask*>::reverse_iterator task=tasks.rbegin(); task!=tasks.rend(); task++) {
 		cout << "[Segmentation] sending task " << (*task)->getId() << endl;
@@ -130,10 +150,16 @@ bool registeredSegmentation = PipelineComponentBase::ComponentFactory::component
 /*********************************** Task functions ***********************************/
 /**************************************************************************************/
 
-Task1Segmentation::Task1Segmentation(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+TaskSegmentation0::TaskSegmentation0() {
+	bgr = new std::vector<cv::Mat>;
+	rbc = new cv::Mat;
+
+}
+
+TaskSegmentation0::TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	
 	int set_cout = 0;
 	for(ArgumentBase* a : args){
-
 		if (a->getName().compare("normalized_rt") == 0) {
 			ArgumentRT* normalized_rt_arg;
 			normalized_rt_arg = (ArgumentRT*)a;
@@ -144,122 +170,878 @@ Task1Segmentation::Task1Segmentation(list<ArgumentBase*> args, RegionTemplate* i
 			set_cout++;
 		}
 
-		if (a->getName().compare("blue") == 0) {
-			this->blue = (unsigned char)((ArgumentInt*)a)->getArgValue();
-			set_cout++;
-		}
+		if (a->getName().compare("blue") == 0) {
+			this->blue = (unsigned char)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("green") == 0) {
+			this->green = (unsigned char)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("red") == 0) {
+			this->red = (unsigned char)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("T1") == 0) {
+			this->T1 = (double)((ArgumentFloat*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("T2") == 0) {
+			this->T2 = (double)((ArgumentFloat*)a)->getArgValue();
+			set_cout++;
+		}
+
+
+	}
+	if (set_cout < args.size())
+		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
+
+	bgr = new std::vector<cv::Mat>;
+	rbc = new cv::Mat;
+	
+}
+
+TaskSegmentation0::~TaskSegmentation0() {
+	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
+
+}
+
+bool TaskSegmentation0::run(int procType, int tid) {
+	cv::Mat normalized_rt = this->normalized_rt_temp->getData();
+
+
+	std::vector<cv::Mat> bgr_temp;
+	cv::Mat rbc_temp;
+
+	uint64_t t1 = Util::ClockGetTimeProfile();
+
+	std::cout << "TaskSegmentation0 executing." << std::endl;	
+
+	::nscale::HistologicalEntities::segmentNucleiStg1(normalized_rt, blue, green, red, T1, T2, bgr, rbc);
+	
+	uint64_t t2 = Util::ClockGetTimeProfile();
+
+
+	std::cout << "Task Segmentation0 time elapsed: "<< t2-t1 << std::endl;
+}
+
+void TaskSegmentation0::updateDR(RegionTemplate* rt) {
+	normalized_rt_temp = dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(this->normalized_rt_temp->getName(),
+		this->normalized_rt_temp->getId(), 0, stoi(this->normalized_rt_temp->getId())));
+
+}
+
+void TaskSegmentation0::updateInterStageArgs(ReusableTask* t) {
+	// verify if the tasks are compatible
+	if (typeid(t) != typeid(this)) {
+		std::cout << "[TaskSegmentation0] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		return;
+	}
+
+
+}
+
+void TaskSegmentation0::resolveDependencies(ReusableTask* t) {
+	// verify if the task type is compatible
+	if (typeid(t) != typeid(TaskSegmentation1)) {
+		std::cout << "[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	}
+
+	
+
+}
+
+bool TaskSegmentation0::reusable(ReusableTask* rt) {
+	TaskSegmentation0* t = (TaskSegmentation0*)(rt);
+	if (
+		this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
+		this->blue == t->blue &&
+		this->green == t->green &&
+		this->red == t->red &&
+		this->T1 == t->T1 &&
+		this->T2 == t->T2 &&
+
+		true) {
+
+		return true;
+	} else {
+		return false;
+	}
+	return true;
+}
+
+int TaskSegmentation0::size() {
+	return 
+		sizeof(int) + sizeof(int) +
+		sizeof(int) + normalized_rt_temp->getName().length()*sizeof(char) + sizeof(int) +
+		sizeof(unsigned char) +
+		sizeof(unsigned char) +
+		sizeof(unsigned char) +
+		sizeof(double) +
+		sizeof(double) +
+
+		0;
+}
+
+int TaskSegmentation0::serialize(char *buff) {
+	int serialized_bytes = 0;
+	// copy id
+	int id = this->getId();
+	memcpy(buff+serialized_bytes, &id, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy parent task id
+	int pt = this->parentTask;
+	memcpy(buff+serialized_bytes, &pt, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy normalized_rt id
+	int normalized_rt_id = stoi(normalized_rt_temp->getId());
+	memcpy(buff+serialized_bytes, &normalized_rt_id, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy normalized_rt name size
+	int normalized_rt_name_size = normalized_rt_temp->getName().length();
+	memcpy(buff+serialized_bytes, &normalized_rt_name_size, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy normalized_rt name
+	memcpy(buff+serialized_bytes, normalized_rt_temp->getName().c_str(), normalized_rt_name_size*sizeof(char));
+	serialized_bytes+=normalized_rt_name_size*sizeof(char);
+
+	// copy field blue
+	memcpy(buff+serialized_bytes, &blue, sizeof(unsigned char));
+	serialized_bytes+=sizeof(unsigned char);
+
+	// copy field green
+	memcpy(buff+serialized_bytes, &green, sizeof(unsigned char));
+	serialized_bytes+=sizeof(unsigned char);
+
+	// copy field red
+	memcpy(buff+serialized_bytes, &red, sizeof(unsigned char));
+	serialized_bytes+=sizeof(unsigned char);
+
+	// copy field T1
+	memcpy(buff+serialized_bytes, &T1, sizeof(double));
+	serialized_bytes+=sizeof(double);
+
+	// copy field T2
+	memcpy(buff+serialized_bytes, &T2, sizeof(double));
+	serialized_bytes+=sizeof(double);
+
+
+	return serialized_bytes;
+}
+
+int TaskSegmentation0::deserialize(char *buff) {
+	int deserialized_bytes = 0;
+
+	// extract task id
+	this->setId(((int*)(buff+deserialized_bytes))[0]);
+	deserialized_bytes += sizeof(int);
+
+	// extract parent task id
+	this->parentTask = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// create the normalized_rt
+	this->normalized_rt_temp = new DenseDataRegion2D();
+
+	// extract normalized_rt id
+	int normalized_rt_id = ((int*)(buff+deserialized_bytes))[0];
+	this->normalized_rt_temp->setId(to_string(normalized_rt_id));
+	this->normalized_rt_temp->setVersion(normalized_rt_id);
+	deserialized_bytes += sizeof(int);
+
+	// extract normalized_rt name size
+	int normalized_rt_name_size = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// copy normalized_rt name
+	char normalized_rt_name[normalized_rt_name_size+1];
+	normalized_rt_name[normalized_rt_name_size] = '\0';
+	memcpy(normalized_rt_name, buff+deserialized_bytes, sizeof(char)*normalized_rt_name_size);
+	deserialized_bytes += sizeof(char)*normalized_rt_name_size;
+	this->normalized_rt_temp->setName(normalized_rt_name);
+
+	// extract field blue
+	this->blue = ((unsigned char*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(unsigned char);
+
+	// extract field green
+	this->green = ((unsigned char*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(unsigned char);
+
+	// extract field red
+	this->red = ((unsigned char*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(unsigned char);
+
+	// extract field T1
+	this->T1 = ((double*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(double);
+
+	// extract field T2
+	this->T2 = ((double*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(double);
+
+
+	return deserialized_bytes;
+}
+
+ReusableTask* TaskSegmentation0::clone() {
+	ReusableTask* retValue = new TaskSegmentation0();
+	int size = this->size();
+	char *buff = new char[size];
+	this->serialize(buff);
+	retValue->deserialize(buff);
+	delete buff;
+
+	return retValue;
+}
+
+void TaskSegmentation0::print() {
+	cout << "blue: " << blue << endl;
+	cout << "green: " << green << endl;
+	cout << "red: " << red << endl;
+	cout << "T1: " << T1 << endl;
+	cout << "T2: " << T2 << endl;
+
+}
+
+// Create the task factory
+ReusableTask* Segmentation0Factory1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	return new TaskSegmentation0(args, inputRt);
+}
+
+// Create the task factory
+ReusableTask* Segmentation0Factory2() {
+	return new TaskSegmentation0();
+}
+
+// register factory with the runtime system
+bool registeredTaskSegmentation02 = ReusableTask::ReusableTaskFactory::taskRegister("TaskSegmentation0", 
+	&Segmentation0Factory1, &Segmentation0Factory2);
+
+TaskSegmentation1::TaskSegmentation1() {
+	rc = new cv::Mat;
+	rc_recon = new cv::Mat;
+	rc_open = new cv::Mat;
+
+}
+
+TaskSegmentation1::TaskSegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	
+	int set_cout = 0;
+	for(ArgumentBase* a : args){
+		if (a->getName().compare("reconConnectivity") == 0) {
+			this->reconConnectivity = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+
+	}
+	if (set_cout < args.size())
+		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
+
+	rc = new cv::Mat;
+	rc_recon = new cv::Mat;
+	rc_open = new cv::Mat;
+	
+}
+
+TaskSegmentation1::~TaskSegmentation1() {
+
+}
+
+bool TaskSegmentation1::run(int procType, int tid) {
+
+
+	cv::Mat rc_temp;
+	cv::Mat rc_recon_temp;
+	cv::Mat rc_open_temp;
+
+	uint64_t t1 = Util::ClockGetTimeProfile();
+
+	std::cout << "TaskSegmentation1 executing." << std::endl;	
+
+	::nscale::HistologicalEntities::segmentNucleiStg2(reconConnectivity, bgr, rc, rc_recon, rc_open);
+	
+	uint64_t t2 = Util::ClockGetTimeProfile();
+
+
+	std::cout << "Task Segmentation1 time elapsed: "<< t2-t1 << std::endl;
+}
+
+void TaskSegmentation1::updateDR(RegionTemplate* rt) {
+
+}
+
+void TaskSegmentation1::updateInterStageArgs(ReusableTask* t) {
+	// verify if the tasks are compatible
+	if (typeid(t) != typeid(this)) {
+		std::cout << "[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		return;
+	}
+
+	this->bgr = ((TaskSegmentation1*)t)->bgr;
+	this->rbc_fw = ((TaskSegmentation1*)t)->rbc_fw;
+
+}
+
+void TaskSegmentation1::resolveDependencies(ReusableTask* t) {
+	// verify if the task type is compatible
+	if (typeid(t) != typeid(TaskSegmentation2)) {
+		std::cout << "[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	}
+
+	
+	this->bgr = ((TaskSegmentation0*)t)->bgr;
+	this->rbc_fw = ((TaskSegmentation0*)t)->rbc;
+
+}
+
+bool TaskSegmentation1::reusable(ReusableTask* rt) {
+	TaskSegmentation1* t = (TaskSegmentation1*)(rt);
+	if (
+		this->reconConnectivity == t->reconConnectivity &&
+
+		true) {
+
+		return true;
+	} else {
+		return false;
+	}
+	return true;
+}
+
+int TaskSegmentation1::size() {
+	return 
+		sizeof(int) + sizeof(int) +
+		sizeof(int) +
+
+		0;
+}
+
+int TaskSegmentation1::serialize(char *buff) {
+	int serialized_bytes = 0;
+	// copy id
+	int id = this->getId();
+	memcpy(buff+serialized_bytes, &id, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy parent task id
+	int pt = this->parentTask;
+	memcpy(buff+serialized_bytes, &pt, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy field reconConnectivity
+	memcpy(buff+serialized_bytes, &reconConnectivity, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+
+	return serialized_bytes;
+}
+
+int TaskSegmentation1::deserialize(char *buff) {
+	int deserialized_bytes = 0;
+
+	// extract task id
+	this->setId(((int*)(buff+deserialized_bytes))[0]);
+	deserialized_bytes += sizeof(int);
+
+	// extract parent task id
+	this->parentTask = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// extract field reconConnectivity
+	this->reconConnectivity = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+
+	return deserialized_bytes;
+}
+
+ReusableTask* TaskSegmentation1::clone() {
+	ReusableTask* retValue = new TaskSegmentation1();
+	int size = this->size();
+	char *buff = new char[size];
+	this->serialize(buff);
+	retValue->deserialize(buff);
+	delete buff;
+
+	return retValue;
+}
+
+void TaskSegmentation1::print() {
+	cout << "reconConnectivity: " << reconConnectivity << endl;
+
+}
+
+// Create the task factory
+ReusableTask* Segmentation1Factory1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	return new TaskSegmentation1(args, inputRt);
+}
+
+// Create the task factory
+ReusableTask* Segmentation1Factory2() {
+	return new TaskSegmentation1();
+}
+
+// register factory with the runtime system
+bool registeredTaskSegmentation12 = ReusableTask::ReusableTaskFactory::taskRegister("TaskSegmentation1", 
+	&Segmentation1Factory1, &Segmentation1Factory2);
+
+TaskSegmentation2::TaskSegmentation2() {
+	bw1 = new cv::Mat;
+	diffIm = new cv::Mat;
+
+}
+
+TaskSegmentation2::TaskSegmentation2(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	
+	int set_cout = 0;
+	for(ArgumentBase* a : args){
+		if (a->getName().compare("fillHolesConnectivity") == 0) {
+			this->fillHolesConnectivity = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("G1") == 0) {
+			this->G1 = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+
+	}
+	if (set_cout < args.size())
+		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
+
+	bw1 = new cv::Mat;
+	diffIm = new cv::Mat;
+	
+}
+
+TaskSegmentation2::~TaskSegmentation2() {
+
+}
+
+bool TaskSegmentation2::run(int procType, int tid) {
+
+
+	cv::Mat bw1_temp;
+	cv::Mat diffIm_temp;
+
+	uint64_t t1 = Util::ClockGetTimeProfile();
+
+	std::cout << "TaskSegmentation2 executing." << std::endl;	
+
+	::nscale::HistologicalEntities::segmentNucleiStg3(fillHolesConnectivity, G1, rc, rc_recon, rc_open, bw1, diffIm);
+	
+	uint64_t t2 = Util::ClockGetTimeProfile();
+
+
+	std::cout << "Task Segmentation2 time elapsed: "<< t2-t1 << std::endl;
+}
+
+void TaskSegmentation2::updateDR(RegionTemplate* rt) {
+
+}
+
+void TaskSegmentation2::updateInterStageArgs(ReusableTask* t) {
+	// verify if the tasks are compatible
+	if (typeid(t) != typeid(this)) {
+		std::cout << "[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		return;
+	}
+
+	this->rc = ((TaskSegmentation2*)t)->rc;
+	this->rc_recon = ((TaskSegmentation2*)t)->rc_recon;
+	this->rc_open = ((TaskSegmentation2*)t)->rc_open;
+	this->rbc_fw = ((TaskSegmentation2*)t)->rbc_fw;
+
+}
+
+void TaskSegmentation2::resolveDependencies(ReusableTask* t) {
+	// verify if the task type is compatible
+	if (typeid(t) != typeid(TaskSegmentation3)) {
+		std::cout << "[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	}
+
+	
+	this->rc = ((TaskSegmentation1*)t)->rc;
+	this->rc_recon = ((TaskSegmentation1*)t)->rc_recon;
+	this->rc_open = ((TaskSegmentation1*)t)->rc_open;
+	this->rbc_fw = ((TaskSegmentation1*)t)->rbc_fw;
+
+}
+
+bool TaskSegmentation2::reusable(ReusableTask* rt) {
+	TaskSegmentation2* t = (TaskSegmentation2*)(rt);
+	if (
+		this->fillHolesConnectivity == t->fillHolesConnectivity &&
+		this->G1 == t->G1 &&
+
+		true) {
+
+		return true;
+	} else {
+		return false;
+	}
+	return true;
+}
+
+int TaskSegmentation2::size() {
+	return 
+		sizeof(int) + sizeof(int) +
+		sizeof(int) +
+		sizeof(int) +
+
+		0;
+}
+
+int TaskSegmentation2::serialize(char *buff) {
+	int serialized_bytes = 0;
+	// copy id
+	int id = this->getId();
+	memcpy(buff+serialized_bytes, &id, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy parent task id
+	int pt = this->parentTask;
+	memcpy(buff+serialized_bytes, &pt, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy field fillHolesConnectivity
+	memcpy(buff+serialized_bytes, &fillHolesConnectivity, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy field G1
+	memcpy(buff+serialized_bytes, &G1, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+
+	return serialized_bytes;
+}
+
+int TaskSegmentation2::deserialize(char *buff) {
+	int deserialized_bytes = 0;
+
+	// extract task id
+	this->setId(((int*)(buff+deserialized_bytes))[0]);
+	deserialized_bytes += sizeof(int);
+
+	// extract parent task id
+	this->parentTask = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// extract field fillHolesConnectivity
+	this->fillHolesConnectivity = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// extract field G1
+	this->G1 = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+
+	return deserialized_bytes;
+}
+
+ReusableTask* TaskSegmentation2::clone() {
+	ReusableTask* retValue = new TaskSegmentation2();
+	int size = this->size();
+	char *buff = new char[size];
+	this->serialize(buff);
+	retValue->deserialize(buff);
+	delete buff;
+
+	return retValue;
+}
+
+void TaskSegmentation2::print() {
+	cout << "fillHolesConnectivity: " << fillHolesConnectivity << endl;
+	cout << "G1: " << G1 << endl;
+
+}
+
+// Create the task factory
+ReusableTask* Segmentation2Factory1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	return new TaskSegmentation2(args, inputRt);
+}
+
+// Create the task factory
+ReusableTask* Segmentation2Factory2() {
+	return new TaskSegmentation2();
+}
+
+// register factory with the runtime system
+bool registeredTaskSegmentation22 = ReusableTask::ReusableTaskFactory::taskRegister("TaskSegmentation2", 
+	&Segmentation2Factory1, &Segmentation2Factory2);
+
+TaskSegmentation3::TaskSegmentation3() {
+	bw1_t = new cv::Mat;
+
+}
+
+TaskSegmentation3::TaskSegmentation3(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	
+	int set_cout = 0;
+	for(ArgumentBase* a : args){
+		if (a->getName().compare("minSize") == 0) {
+			this->minSize = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+		if (a->getName().compare("maxSize") == 0) {
+			this->maxSize = (int)((ArgumentInt*)a)->getArgValue();
+			set_cout++;
+		}
+
+
+	}
+	if (set_cout < args.size())
+		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
+
+	bw1_t = new cv::Mat;
+	
+}
+
+TaskSegmentation3::~TaskSegmentation3() {
+
+}
+
+bool TaskSegmentation3::run(int procType, int tid) {
+
+
+	cv::Mat bw1_t_temp;
+
+	uint64_t t1 = Util::ClockGetTimeProfile();
+
+	std::cout << "TaskSegmentation3 executing." << std::endl;	
+
+	::nscale::HistologicalEntities::segmentNucleiStg4(minSize, maxSize, bw1, bw1_t);
+	
+	uint64_t t2 = Util::ClockGetTimeProfile();
+
+
+	std::cout << "Task Segmentation3 time elapsed: "<< t2-t1 << std::endl;
+}
+
+void TaskSegmentation3::updateDR(RegionTemplate* rt) {
+
+}
+
+void TaskSegmentation3::updateInterStageArgs(ReusableTask* t) {
+	// verify if the tasks are compatible
+	if (typeid(t) != typeid(this)) {
+		std::cout << "[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		return;
+	}
+
+	this->bw1 = ((TaskSegmentation3*)t)->bw1;
+	this->rbc_fw = ((TaskSegmentation3*)t)->rbc_fw;
+	this->diffIm_fw = ((TaskSegmentation3*)t)->diffIm_fw;
+
+}
+
+void TaskSegmentation3::resolveDependencies(ReusableTask* t) {
+	// verify if the task type is compatible
+	if (typeid(t) != typeid(TaskSegmentation4)) {
+		std::cout << "[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	}
+
+	
+	this->bw1 = ((TaskSegmentation2*)t)->bw1;
+	this->rbc_fw = ((TaskSegmentation2*)t)->rbc_fw;
+	this->diffIm_fw = ((TaskSegmentation2*)t)->diffIm;
+
+}
+
+bool TaskSegmentation3::reusable(ReusableTask* rt) {
+	TaskSegmentation3* t = (TaskSegmentation3*)(rt);
+	if (
+		this->minSize == t->minSize &&
+		this->maxSize == t->maxSize &&
+
+		true) {
+
+		return true;
+	} else {
+		return false;
+	}
+	return true;
+}
+
+int TaskSegmentation3::size() {
+	return 
+		sizeof(int) + sizeof(int) +
+		sizeof(int) +
+		sizeof(int) +
+
+		0;
+}
+
+int TaskSegmentation3::serialize(char *buff) {
+	int serialized_bytes = 0;
+	// copy id
+	int id = this->getId();
+	memcpy(buff+serialized_bytes, &id, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy parent task id
+	int pt = this->parentTask;
+	memcpy(buff+serialized_bytes, &pt, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy field minSize
+	memcpy(buff+serialized_bytes, &minSize, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+	// copy field maxSize
+	memcpy(buff+serialized_bytes, &maxSize, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
+
+	return serialized_bytes;
+}
+
+int TaskSegmentation3::deserialize(char *buff) {
+	int deserialized_bytes = 0;
+
+	// extract task id
+	this->setId(((int*)(buff+deserialized_bytes))[0]);
+	deserialized_bytes += sizeof(int);
+
+	// extract parent task id
+	this->parentTask = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// extract field minSize
+	this->minSize = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+	// extract field maxSize
+	this->maxSize = ((int*)(buff+deserialized_bytes))[0];
+	deserialized_bytes += sizeof(int);
+
+
+	return deserialized_bytes;
+}
+
+ReusableTask* TaskSegmentation3::clone() {
+	ReusableTask* retValue = new TaskSegmentation3();
+	int size = this->size();
+	char *buff = new char[size];
+	this->serialize(buff);
+	retValue->deserialize(buff);
+	delete buff;
+
+	return retValue;
+}
 
-		if (a->getName().compare("green") == 0) {
-			this->green = (unsigned char)((ArgumentInt*)a)->getArgValue();
-			set_cout++;
-		}
+void TaskSegmentation3::print() {
+	cout << "minSize: " << minSize << endl;
+	cout << "maxSize: " << maxSize << endl;
 
-		if (a->getName().compare("red") == 0) {
-			this->red = (unsigned char)((ArgumentInt*)a)->getArgValue();
-			set_cout++;
-		}
+}
 
-		if (a->getName().compare("T1") == 0) {
-			this->T1 = (double)((ArgumentFloat*)a)->getArgValue();
-			set_cout++;
-		}
+// Create the task factory
+ReusableTask* Segmentation3Factory1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	return new TaskSegmentation3(args, inputRt);
+}
 
-		if (a->getName().compare("T2") == 0) {
-			this->T2 = (double)((ArgumentFloat*)a)->getArgValue();
-			set_cout++;
-		}
+// Create the task factory
+ReusableTask* Segmentation3Factory2() {
+	return new TaskSegmentation3();
+}
 
-		if (a->getName().compare("G1") == 0) {
-			this->G1 = (unsigned char)((ArgumentInt*)a)->getArgValue();
-			set_cout++;
-		}
+// register factory with the runtime system
+bool registeredTaskSegmentation32 = ReusableTask::ReusableTaskFactory::taskRegister("TaskSegmentation3", 
+	&Segmentation3Factory1, &Segmentation3Factory2);
 
-		if (a->getName().compare("minSize") == 0) {
-			this->minSize = (int)((ArgumentInt*)a)->getArgValue();
-			set_cout++;
-		}
+TaskSegmentation4::TaskSegmentation4() {
+	seg_open = new cv::Mat;
 
-		if (a->getName().compare("maxSize") == 0) {
-			this->maxSize = (int)((ArgumentInt*)a)->getArgValue();
-			set_cout++;
-		}
+}
 
+TaskSegmentation4::TaskSegmentation4(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	
+	int set_cout = 0;
+	for(ArgumentBase* a : args){
 		if (a->getName().compare("G2") == 0) {
-			this->G2 = (unsigned char)((ArgumentInt*)a)->getArgValue();
+			this->G2 = (int)((ArgumentInt*)a)->getArgValue();
 			set_cout++;
 		}
 
-		if (a->getName().compare("fillHolesConnectivity") == 0) {
-			this->fillHolesConnectivity = (int)((ArgumentInt*)a)->getArgValue();
-			set_cout++;
-		}
 
-		if (a->getName().compare("reconConnectivity") == 0) {
-			this->reconConnectivity = (int)((ArgumentInt*)a)->getArgValue();
-			set_cout++;
-		}
 	}
-
-	// all arguments except the DataRegions
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
+
+	seg_open = new cv::Mat;
+	
 }
 
-Task1Segmentation::~Task1Segmentation() {
-	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
+TaskSegmentation4::~TaskSegmentation4() {
+
 }
 
-bool Task1Segmentation::run(int procType, int tid) {
-	
+bool TaskSegmentation4::run(int procType, int tid) {
+
+
 	cv::Mat seg_open_temp;
-	cv::Mat normalized_rt = this->normalized_rt_temp->getData();
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "[Task1Segmentation] executing." << std::endl;	
+	std::cout << "TaskSegmentation4 executing." << std::endl;	
 
-	::nscale::HistologicalEntities::segmentNucleiStg1(normalized_rt, blue, green, 
-		red, T1, T2, G1, minSize, maxSize, G2, fillHolesConnectivity, 
-		reconConnectivity, &seg_open_temp);
+	::nscale::HistologicalEntities::segmentNucleiStg5(G2, diffIm, bw1_t, rbc, seg_open);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
-	seg_open = new cv::Mat(seg_open_temp);
 
-	std::cout << "[Task1Segmentation] time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "Task Segmentation4 time elapsed: "<< t2-t1 << std::endl;
 }
 
-void Task1Segmentation::updateDR(RegionTemplate* rt) {
-	normalized_rt_temp = dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(this->normalized_rt_temp->getName(), 
-		this->normalized_rt_temp->getId(), 0, stoi(this->normalized_rt_temp->getId())));
+void TaskSegmentation4::updateDR(RegionTemplate* rt) {
+
 }
 
-void Task1Segmentation::updateInterStageArgs(ReusableTask* t) {
+void TaskSegmentation4::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "[Task1Segmentation] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
+
+	this->diffIm = ((TaskSegmentation4*)t)->diffIm;
+	this->bw1_t = ((TaskSegmentation4*)t)->bw1_t;
+	this->rbc = ((TaskSegmentation4*)t)->rbc;
+
 }
 
-void Task1Segmentation::resolveDependencies(ReusableTask* t) {}
+void TaskSegmentation4::resolveDependencies(ReusableTask* t) {
+	// verify if the task type is compatible
+	if (typeid(t) != typeid(TaskSegmentation5)) {
+		std::cout << "[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	}
 
-bool Task1Segmentation::reusable(ReusableTask* rt) {
-	Task1Segmentation* t = (Task1Segmentation*)(rt);
-	if (this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
-		// this->normalized_rt_temp->getId() == t->normalized_rt_temp->getId() &&
-		// this->normalized_rt_temp->getVersion() == t->normalized_rt_temp->getVersion() &&
-		this->blue == t->blue &&
-		this->green == t->green &&
-		this->red == t->red &&
-		this->T1 == t->T1 &&
-		this->T2 == t->T2 &&
-		this->G1 == t->G1 &&
-		this->minSize == t->minSize &&
-		this->maxSize == t->maxSize &&
+	
+	this->diffIm = ((TaskSegmentation3*)t)->diffIm_fw;
+	this->bw1_t = ((TaskSegmentation3*)t)->bw1_t;
+	this->rbc = ((TaskSegmentation3*)t)->rbc_fw;
+
+}
+
+bool TaskSegmentation4::reusable(ReusableTask* rt) {
+	TaskSegmentation4* t = (TaskSegmentation4*)(rt);
+	if (
 		this->G2 == t->G2 &&
-		this->fillHolesConnectivity == t->fillHolesConnectivity &&
-		this->reconConnectivity == t->reconConnectivity) {
+
+		true) {
 
 		return true;
 	} else {
@@ -268,16 +1050,16 @@ bool Task1Segmentation::reusable(ReusableTask* rt) {
 	return true;
 }
 
-int Task1Segmentation::size() {
-	return sizeof(unsigned char) + sizeof(unsigned char) + sizeof(unsigned char) + sizeof(double) + 
-		sizeof(double) + sizeof(unsigned char) + sizeof(int) + sizeof(int) + sizeof(unsigned char) + 
-		sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + 
-		sizeof(int) + sizeof(int) + normalized_rt_temp->getName().length()*sizeof(char);
+int TaskSegmentation4::size() {
+	return 
+		sizeof(int) + sizeof(int) +
+		sizeof(int) +
+
+		0;
 }
 
-int Task1Segmentation::serialize(char *buff) {
+int TaskSegmentation4::serialize(char *buff) {
 	int serialized_bytes = 0;
-
 	// copy id
 	int id = this->getId();
 	memcpy(buff+serialized_bytes, &id, sizeof(int));
@@ -288,68 +1070,15 @@ int Task1Segmentation::serialize(char *buff) {
 	memcpy(buff+serialized_bytes, &pt, sizeof(int));
 	serialized_bytes+=sizeof(int);
 
-	// copy normalized_rt id
-	int normalized_rt_id = stoi(normalized_rt_temp->getId());
-	memcpy(buff+serialized_bytes, &normalized_rt_id, sizeof(int));
-	serialized_bytes+=sizeof(int);
-
-	// copy normalized_rt name size
-	int normalized_rt_name_size = normalized_rt_temp->getName().length();
-	memcpy(buff+serialized_bytes, &normalized_rt_name_size, sizeof(int));
-	serialized_bytes+=sizeof(int);
-
-	// copy normalized_rt name
-	memcpy(buff+serialized_bytes, normalized_rt_temp->getName().c_str(), normalized_rt_name_size*sizeof(char));
-	serialized_bytes+=normalized_rt_name_size*sizeof(char);
-
-	// copy field blue
-	memcpy(buff+serialized_bytes, &blue, sizeof(unsigned char));
-	serialized_bytes+=sizeof(unsigned char);
-
-	// copy field green
-	memcpy(buff+serialized_bytes, &green, sizeof(unsigned char));
-	serialized_bytes+=sizeof(unsigned char);
-
-	// copy field red
-	memcpy(buff+serialized_bytes, &red, sizeof(unsigned char));
-	serialized_bytes+=sizeof(unsigned char);
-		
-	// copy field T1
-	memcpy(buff+serialized_bytes, &T1, sizeof(double));
-	serialized_bytes+=sizeof(double);
-		
-	// copy field T2
-	memcpy(buff+serialized_bytes, &T2, sizeof(double));
-	serialized_bytes+=sizeof(double);
-		
-	// copy field G1
-	memcpy(buff+serialized_bytes, &G1, sizeof(unsigned char));
-	serialized_bytes+=sizeof(unsigned char);
-		
-	// copy field minSize
-	memcpy(buff+serialized_bytes, &minSize, sizeof(int));
-	serialized_bytes+=sizeof(int);
-
-	// copy field maxSize
-	memcpy(buff+serialized_bytes, &maxSize, sizeof(int));
-	serialized_bytes+=sizeof(int);
-
 	// copy field G2
-	memcpy(buff+serialized_bytes, &G2, sizeof(unsigned char));
-	serialized_bytes+=sizeof(unsigned char);
-
-	// copy field fillHolesConnectivity
-	memcpy(buff+serialized_bytes, &fillHolesConnectivity, sizeof(int));
+	memcpy(buff+serialized_bytes, &G2, sizeof(int));
 	serialized_bytes+=sizeof(int);
 
-	// copy field reconConnectivity
-	memcpy(buff+serialized_bytes, &reconConnectivity, sizeof(int));
-	serialized_bytes+=sizeof(int);
 
 	return serialized_bytes;
 }
 
-int Task1Segmentation::deserialize(char *buff) {
+int TaskSegmentation4::deserialize(char *buff) {
 	int deserialized_bytes = 0;
 
 	// extract task id
@@ -360,75 +1089,16 @@ int Task1Segmentation::deserialize(char *buff) {
 	this->parentTask = ((int*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(int);
 
-	// create the normalized_rt
-	this->normalized_rt_temp = new DenseDataRegion2D();
-
-	// extract normalized_rt id
-	int normalized_rt_id = ((int*)(buff+deserialized_bytes))[0];
-	this->normalized_rt_temp->setId(to_string(normalized_rt_id));
-	this->normalized_rt_temp->setVersion(normalized_rt_id);
-	deserialized_bytes += sizeof(int);
-
-	// extract normalized_rt name size
-	int normalized_rt_name_size = ((int*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(int);
-
-	// copy normalized_rt name
-	char normalized_rt_name[normalized_rt_name_size+1]; 
-	normalized_rt_name[normalized_rt_name_size] = '\0';
-	memcpy(normalized_rt_name, buff+deserialized_bytes, sizeof(char)*normalized_rt_name_size);
-	deserialized_bytes += sizeof(char)*normalized_rt_name_size;
-	this->normalized_rt_temp->setName(normalized_rt_name);
-
-	// extract field blue
-	this->blue = ((unsigned char*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(unsigned char);
-
-	// extract field red
-	this->red = ((unsigned char*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(unsigned char);
-
-	// extract field green
-	this->green = ((unsigned char*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(unsigned char);
-
-	// extract field T1
-	this->T1 = ((double*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(double);
-
-	// extract field T2
-	this->T2 = ((double*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(double);
-
-	// extract field G1
-	this->G1 = ((unsigned char*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(unsigned char);
-
-	// extract field minSize
-	this->minSize = ((int*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(int);
-
-	// extract field maxSize
-	this->maxSize = ((int*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(int);
-
 	// extract field G2
-	this->G2 = ((unsigned char*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(unsigned char);
-
-	// extract field fillHolesConnectivity
-	this->fillHolesConnectivity = ((int*)(buff+deserialized_bytes))[0];
+	this->G2 = ((int*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(int);
 
-	// extract field reconConnectivity
-	this->reconConnectivity = ((int*)(buff+deserialized_bytes))[0];
-	deserialized_bytes += sizeof(int);
 
 	return deserialized_bytes;
 }
 
-ReusableTask* Task1Segmentation::clone() {
-	ReusableTask* retValue = new Task1Segmentation();
+ReusableTask* TaskSegmentation4::clone() {
+	ReusableTask* retValue = new TaskSegmentation4();
 	int size = this->size();
 	char *buff = new char[size];
 	this->serialize(buff);
@@ -438,41 +1108,34 @@ ReusableTask* Task1Segmentation::clone() {
 	return retValue;
 }
 
-void Task1Segmentation::print() {
-	
-	cout << "\t\t\tblue: " << int(blue) << endl;
-	cout << "\t\t\tgreen: " << int(green) << endl;
-	cout << "\t\t\tblue: " << int(red) << endl;
-	cout << "\t\t\tT1: " << T1 << endl;
-	cout << "\t\t\tT2: " << T2 << endl;
-	cout << "\t\t\tG1: " << int(G1) << endl;
-	cout << "\t\t\tminSize: " << minSize << endl;
-	cout << "\t\t\tmaxSize: " << maxSize << endl;
-	cout << "\t\t\tG2: " << int(G2) << endl;
-	cout << "\t\t\tfillHolesConnectivity: " << fillHolesConnectivity << endl;
-	cout << "\t\t\treconConnectivity: " << reconConnectivity << endl;
-	cout << "\t\t\tout-seg_open: " << &seg_open << endl;
+void TaskSegmentation4::print() {
+	cout << "G2: " << G2 << endl;
+
 }
 
 // Create the task factory
-ReusableTask* task1FactorySegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
-	return new Task1Segmentation(args, inputRt);
+ReusableTask* Segmentation4Factory1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	return new TaskSegmentation4(args, inputRt);
 }
 
 // Create the task factory
-ReusableTask* task2FactorySegmentation2() {
-	return new Task1Segmentation();
+ReusableTask* Segmentation4Factory2() {
+	return new TaskSegmentation4();
 }
 
 // register factory with the runtime system
-bool registeredSegmentationTask1 = ReusableTask::ReusableTaskFactory::taskRegister("Task1Segmentation", 
-	&task1FactorySegmentation1, &task2FactorySegmentation2);
+bool registeredTaskSegmentation42 = ReusableTask::ReusableTaskFactory::taskRegister("TaskSegmentation4", 
+	&Segmentation4Factory1, &Segmentation4Factory2);
 
+TaskSegmentation5::TaskSegmentation5() {
+	seg_nonoverlap = new cv::Mat;
+
+}
 
-Task2Segmentation::Task2Segmentation(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+TaskSegmentation5::TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	
 	int set_cout = 0;
 	for(ArgumentBase* a : args){
-
 		if (a->getName().compare("normalized_rt") == 0) {
 			ArgumentRT* normalized_rt_arg;
 			normalized_rt_arg = (ArgumentRT*)a;
@@ -492,64 +1155,75 @@ Task2Segmentation::Task2Segmentation(list<ArgumentBase*> args, RegionTemplate* i
 			this->watershedConnectivity = (int)((ArgumentInt*)a)->getArgValue();
 			set_cout++;
 		}
-	}
 
-	// all arguments except the DataRegions
+
+	}
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
+
+	seg_nonoverlap = new cv::Mat;
+	
 }
 
-Task2Segmentation::~Task2Segmentation() {
+TaskSegmentation5::~TaskSegmentation5() {
 	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
+
 }
 
-bool Task2Segmentation::run(int procType, int tid) {
-	
-	cv::Mat seg_nonoverlap_temp;
+bool TaskSegmentation5::run(int procType, int tid) {
 	cv::Mat normalized_rt = this->normalized_rt_temp->getData();
 
-	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "[Task2Segmentation] executing." << std::endl;	
+	cv::Mat seg_nonoverlap_temp;
+
+	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	::nscale::HistologicalEntities::segmentNucleiStg2(normalized_rt, minSizePl, watershedConnectivity, *seg_open, &seg_nonoverlap_temp);
+	std::cout << "TaskSegmentation5 executing." << std::endl;	
 
+	::nscale::HistologicalEntities::segmentNucleiStg6(normalized_rt, minSizePl, watershedConnectivity, seg_open, seg_nonoverlap);
+	
 	uint64_t t2 = Util::ClockGetTimeProfile();
-	seg_nonoverlap = new cv::Mat(seg_nonoverlap_temp);
 
-	std::cout << "[Task2Segmentation] time elapsed: "<< t2-t1 << std::endl;
+
+	std::cout << "Task Segmentation5 time elapsed: "<< t2-t1 << std::endl;
 }
 
-void Task2Segmentation::updateDR(RegionTemplate* rt) {
-	normalized_rt_temp = dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(this->normalized_rt_temp->getName(), 
+void TaskSegmentation5::updateDR(RegionTemplate* rt) {
+	normalized_rt_temp = dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(this->normalized_rt_temp->getName(),
 		this->normalized_rt_temp->getId(), 0, stoi(this->normalized_rt_temp->getId())));
+
 }
 
-void Task2Segmentation::updateInterStageArgs(ReusableTask* t) {
+void TaskSegmentation5::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "[Task2Segmentation] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
-	this->seg_open = ((Task2Segmentation*)t)->seg_open;
+	this->seg_open = ((TaskSegmentation5*)t)->seg_open;
+
 }
 
-void Task2Segmentation::resolveDependencies(ReusableTask* t) {
+void TaskSegmentation5::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
-	if (typeid(t) != typeid(Task1Segmentation)) {
-		std::cout << "[Task2Segmentation] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (typeid(t) != typeid(TaskSegmentation6)) {
+		std::cout << "[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 	}
-	this->seg_open = &((Task1Segmentation*)t)->seg_open;
+
+	
+	this->seg_open = ((TaskSegmentation4*)t)->seg_open;
+
 }
 
-bool Task2Segmentation::reusable(ReusableTask* rt) {
-	Task2Segmentation* t = (Task2Segmentation*)(rt);
-	if (this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
-		this->normalized_rt_temp->getId() == t->normalized_rt_temp->getId() &&
-		this->normalized_rt_temp->getVersion() == t->normalized_rt_temp->getVersion() &&
+bool TaskSegmentation5::reusable(ReusableTask* rt) {
+	TaskSegmentation5* t = (TaskSegmentation5*)(rt);
+	if (
+		this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
 		this->minSizePl == t->minSizePl &&
-		this->watershedConnectivity == t->watershedConnectivity) {
+		this->watershedConnectivity == t->watershedConnectivity &&
+
+		true) {
 
 		return true;
 	} else {
@@ -558,14 +1232,18 @@ bool Task2Segmentation::reusable(ReusableTask* rt) {
 	return true;
 }
 
-int Task2Segmentation::size() {
-	return sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) +
-		sizeof(int) + sizeof(int) + normalized_rt_temp->getName().length()*sizeof(char);
+int TaskSegmentation5::size() {
+	return 
+		sizeof(int) + sizeof(int) +
+		sizeof(int) + normalized_rt_temp->getName().length()*sizeof(char) + sizeof(int) +
+		sizeof(int) +
+		sizeof(int) +
+
+		0;
 }
 
-int Task2Segmentation::serialize(char *buff) {
+int TaskSegmentation5::serialize(char *buff) {
 	int serialized_bytes = 0;
-
 	// copy id
 	int id = this->getId();
 	memcpy(buff+serialized_bytes, &id, sizeof(int));
@@ -589,7 +1267,7 @@ int Task2Segmentation::serialize(char *buff) {
 	// copy normalized_rt name
 	memcpy(buff+serialized_bytes, normalized_rt_temp->getName().c_str(), normalized_rt_name_size*sizeof(char));
 	serialized_bytes+=normalized_rt_name_size*sizeof(char);
-		
+
 	// copy field minSizePl
 	memcpy(buff+serialized_bytes, &minSizePl, sizeof(int));
 	serialized_bytes+=sizeof(int);
@@ -598,10 +1276,11 @@ int Task2Segmentation::serialize(char *buff) {
 	memcpy(buff+serialized_bytes, &watershedConnectivity, sizeof(int));
 	serialized_bytes+=sizeof(int);
 
+
 	return serialized_bytes;
 }
 
-int Task2Segmentation::deserialize(char *buff) {
+int TaskSegmentation5::deserialize(char *buff) {
 	int deserialized_bytes = 0;
 
 	// extract task id
@@ -626,7 +1305,7 @@ int Task2Segmentation::deserialize(char *buff) {
 	deserialized_bytes += sizeof(int);
 
 	// copy normalized_rt name
-	char normalized_rt_name[normalized_rt_name_size+1]; 
+	char normalized_rt_name[normalized_rt_name_size+1];
 	normalized_rt_name[normalized_rt_name_size] = '\0';
 	memcpy(normalized_rt_name, buff+deserialized_bytes, sizeof(char)*normalized_rt_name_size);
 	deserialized_bytes += sizeof(char)*normalized_rt_name_size;
@@ -640,11 +1319,12 @@ int Task2Segmentation::deserialize(char *buff) {
 	this->watershedConnectivity = ((int*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(int);
 
+
 	return deserialized_bytes;
 }
 
-ReusableTask* Task2Segmentation::clone() {
-	ReusableTask* retValue = new Task2Segmentation();
+ReusableTask* TaskSegmentation5::clone() {
+	ReusableTask* retValue = new TaskSegmentation5();
 	int size = this->size();
 	char *buff = new char[size];
 	this->serialize(buff);
@@ -654,33 +1334,34 @@ ReusableTask* Task2Segmentation::clone() {
 	return retValue;
 }
 
-void Task2Segmentation::print() {
-	
-	cout << "\t\t\tminSizePl: " << minSizePl << endl;
-	cout << "\t\t\twatershedConnectivity: " << watershedConnectivity << endl;
-	cout << "\t\t\tin-seg_open: " << seg_open << endl;
-	cout << "\t\t\tout-seg_nonoverlap: " << &seg_nonoverlap << endl;
+void TaskSegmentation5::print() {
+	cout << "minSizePl: " << minSizePl << endl;
+	cout << "watershedConnectivity: " << watershedConnectivity << endl;
+
 }
 
 // Create the task factory
-ReusableTask* task2FactorySegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
-	return new Task2Segmentation(args, inputRt);
+ReusableTask* Segmentation5Factory1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	return new TaskSegmentation5(args, inputRt);
 }
 
 // Create the task factory
-ReusableTask* taskFactorySegmentation2() {
-	return new Task2Segmentation();
+ReusableTask* Segmentation5Factory2() {
+	return new TaskSegmentation5();
 }
 
 // register factory with the runtime system
-bool registeredSegmentationTask2 = ReusableTask::ReusableTaskFactory::taskRegister("Task2Segmentation", 
-	&task2FactorySegmentation1, &taskFactorySegmentation2);
+bool registeredTaskSegmentation52 = ReusableTask::ReusableTaskFactory::taskRegister("TaskSegmentation5", 
+	&Segmentation5Factory1, &Segmentation5Factory2);
+
+TaskSegmentation6::TaskSegmentation6() {
 
-Task3Segmentation::Task3Segmentation(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+}
 
+TaskSegmentation6::TaskSegmentation6(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	
 	int set_cout = 0;
 	for(ArgumentBase* a : args){
-
 		if (a->getName().compare("segmented_rt") == 0) {
 			ArgumentRT* segmented_rt_arg;
 			segmented_rt_arg = (ArgumentRT*)a;
@@ -706,64 +1387,69 @@ Task3Segmentation::Task3Segmentation(list<ArgumentBase*> args, RegionTemplate* i
 			set_cout++;
 		}
 
-	}
 
-	// all arguments except the DataRegions
+	}
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
+
+	
 }
 
-Task3Segmentation::~Task3Segmentation() {
-	// if(segmented_rt_temp != NULL) delete segmented_rt_temp;
+TaskSegmentation6::~TaskSegmentation6() {
+
 }
 
-bool Task3Segmentation::run(int procType, int tid) {
-	
+bool TaskSegmentation6::run(int procType, int tid) {
+
 	cv::Mat segmented_rt;
 
+
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "[Task3Segmentation] executing." << std::endl;
+	std::cout << "TaskSegmentation6 executing." << std::endl;	
 
-	::nscale::HistologicalEntities::segmentNucleiStg3(minSizeSeg, maxSizeSeg, fillHolesConnectivity, *seg_nonoverlap, &segmented_rt);
+	::nscale::HistologicalEntities::segmentNucleiStg7(&segmented_rt, minSizeSeg, maxSizeSeg, fillHolesConnectivity, seg_nonoverlap);
 	
-	this->segmented_rt_temp->setData(segmented_rt);
-
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
-	std::cout << "[Task3Segmentation] time elapsed: "<< t2-t1 << std::endl;
+	this->segmented_rt_temp->setData(segmented_rt);
+
+	std::cout << "Task Segmentation6 time elapsed: "<< t2-t1 << std::endl;
 }
 
-void Task3Segmentation::updateDR(RegionTemplate* rt) {
-	rt->insertDataRegion(this->segmented_rt_temp);
+void TaskSegmentation6::updateDR(RegionTemplate* rt) {
+rt->insertDataRegion(this->segmented_rt_temp);
+
 }
 
-void Task3Segmentation::updateInterStageArgs(ReusableTask* t) {
+void TaskSegmentation6::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "[Task3Segmentation] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
-	this->seg_nonoverlap = ((Task3Segmentation*)t)->seg_nonoverlap;
+	this->seg_nonoverlap = ((TaskSegmentation6*)t)->seg_nonoverlap;
+
 }
 
-void Task3Segmentation::resolveDependencies(ReusableTask* t) {
+void TaskSegmentation6::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
-	if (typeid(t) != typeid(Task2Segmentation)) {
-		std::cout << "[Task3Segmentation] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
-	}
-	this->seg_nonoverlap = &((Task2Segmentation*)t)->seg_nonoverlap;
+
+	
+	this->seg_nonoverlap = ((TaskSegmentation5*)t)->seg_nonoverlap;
+
 }
 
-bool Task3Segmentation::reusable(ReusableTask* rt) {
-	Task3Segmentation* t = (Task3Segmentation*)(rt);
-	if (this->segmented_rt_temp->getName() == t->segmented_rt_temp->getName() &&
-		this->segmented_rt_temp->getId() == t->segmented_rt_temp->getId() &&
-		this->segmented_rt_temp->getVersion() == t->segmented_rt_temp->getVersion() &&
+bool TaskSegmentation6::reusable(ReusableTask* rt) {
+	TaskSegmentation6* t = (TaskSegmentation6*)(rt);
+	if (
+		this->segmented_rt_temp->getName() == t->segmented_rt_temp->getName() &&
 		this->minSizeSeg == t->minSizeSeg &&
 		this->maxSizeSeg == t->maxSizeSeg &&
-		this->fillHolesConnectivity == t->fillHolesConnectivity) {
+		this->fillHolesConnectivity == t->fillHolesConnectivity &&
+
+		true) {
 
 		return true;
 	} else {
@@ -772,14 +1458,19 @@ bool Task3Segmentation::reusable(ReusableTask* rt) {
 	return true;
 }
 
-int Task3Segmentation::size() {
-	return sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + sizeof(int) + 
-		sizeof(int) + sizeof(int) + segmented_rt_temp->getName().length()*sizeof(char);
+int TaskSegmentation6::size() {
+	return 
+		sizeof(int) + sizeof(int) +
+		sizeof(int) + segmented_rt_temp->getName().length()*sizeof(char) + sizeof(int) +
+		sizeof(int) +
+		sizeof(int) +
+		sizeof(int) +
+
+		0;
 }
 
-int Task3Segmentation::serialize(char *buff) {
+int TaskSegmentation6::serialize(char *buff) {
 	int serialized_bytes = 0;
-
 	// copy id
 	int id = this->getId();
 	memcpy(buff+serialized_bytes, &id, sizeof(int));
@@ -816,10 +1507,11 @@ int Task3Segmentation::serialize(char *buff) {
 	memcpy(buff+serialized_bytes, &fillHolesConnectivity, sizeof(int));
 	serialized_bytes+=sizeof(int);
 
+
 	return serialized_bytes;
 }
 
-int Task3Segmentation::deserialize(char *buff) {
+int TaskSegmentation6::deserialize(char *buff) {
 	int deserialized_bytes = 0;
 
 	// extract task id
@@ -844,7 +1536,7 @@ int Task3Segmentation::deserialize(char *buff) {
 	deserialized_bytes += sizeof(int);
 
 	// copy segmented_rt name
-	char segmented_rt_name[segmented_rt_name_size+1]; 
+	char segmented_rt_name[segmented_rt_name_size+1];
 	segmented_rt_name[segmented_rt_name_size] = '\0';
 	memcpy(segmented_rt_name, buff+deserialized_bytes, sizeof(char)*segmented_rt_name_size);
 	deserialized_bytes += sizeof(char)*segmented_rt_name_size;
@@ -862,11 +1554,12 @@ int Task3Segmentation::deserialize(char *buff) {
 	this->fillHolesConnectivity = ((int*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(int);
 
+
 	return deserialized_bytes;
 }
 
-ReusableTask* Task3Segmentation::clone() {
-	ReusableTask* retValue = new Task3Segmentation();
+ReusableTask* TaskSegmentation6::clone() {
+	ReusableTask* retValue = new TaskSegmentation6();
 	int size = this->size();
 	char *buff = new char[size];
 	this->serialize(buff);
@@ -876,24 +1569,24 @@ ReusableTask* Task3Segmentation::clone() {
 	return retValue;
 }
 
-void Task3Segmentation::print() {
-	
-	cout << "\t\t\tminSizeSeg: " << minSizeSeg << endl;
-	cout << "\t\t\tmaxSizeSeg: " << maxSizeSeg << endl;
-	cout << "\t\t\tfillHolesConnectivity: " << fillHolesConnectivity << endl;
-	cout << "\t\t\tin-seg_nonoverlap: " << seg_nonoverlap << endl;
+void TaskSegmentation6::print() {
+	cout << "minSizeSeg: " << minSizeSeg << endl;
+	cout << "maxSizeSeg: " << maxSizeSeg << endl;
+	cout << "fillHolesConnectivity: " << fillHolesConnectivity << endl;
+
 }
 
 // Create the task factory
-ReusableTask* task3FactorySegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
-	return new Task3Segmentation(args, inputRt);
+ReusableTask* Segmentation6Factory1(list<ArgumentBase*> args, RegionTemplate* inputRt) {
+	return new TaskSegmentation6(args, inputRt);
 }
 
 // Create the task factory
-ReusableTask* task3FactorySegmentation2() {
-	return new Task3Segmentation();
+ReusableTask* Segmentation6Factory2() {
+	return new TaskSegmentation6();
 }
 
 // register factory with the runtime system
-bool registeredSegmentationTask3 = ReusableTask::ReusableTaskFactory::taskRegister("Task3Segmentation", 
-	&task3FactorySegmentation1, &task3FactorySegmentation2);
\ No newline at end of file
+bool registeredTaskSegmentation62 = ReusableTask::ReusableTaskFactory::taskRegister("TaskSegmentation6", 
+	&Segmentation6Factory1, &Segmentation6Factory2);
+
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index b8f8199..dda42b6 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -61,7 +61,7 @@ friend class TaskSegmentation1;
 	// data regions
 	DenseDataRegion2D* normalized_rt_temp;
 
-	TaskSegmentation0() {};
+	TaskSegmentation0();
 	TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* inputRt);
 
 	virtual ~TaskSegmentation0();
@@ -90,19 +90,19 @@ friend class TaskSegmentation2;
 	int reconConnectivity;
 	
 	// intertask arguments
-	std::vector<cv::Mat> **bgr;
+	std::vector<cv::Mat> *bgr;
 	cv::Mat* rc;
 	cv::Mat* rc_recon;
 	cv::Mat* rc_open;
 
 	// forward intertask arguments
-	cv::Mat **rbc_fw;
+	cv::Mat *rbc_fw;
 
 public:
 
 	// data regions
 
-	TaskSegmentation1() {};
+	TaskSegmentation1();
 	TaskSegmentation1(list<ArgumentBase*> args, RegionTemplate* inputRt);
 
 	virtual ~TaskSegmentation1();
@@ -132,20 +132,20 @@ friend class TaskSegmentation3;
 	unsigned char G1;
 	
 	// intertask arguments
-	cv::Mat** rc;
-	cv::Mat** rc_recon;
-	cv::Mat** rc_open;
+	cv::Mat* rc;
+	cv::Mat* rc_recon;
+	cv::Mat* rc_open;
 	cv::Mat* bw1;
 	cv::Mat* diffIm;
 
 	// forward intertask arguments
-	cv::Mat **rbc_fw;
+	cv::Mat *rbc_fw;
 
 public:
 
 	// data regions
 
-	TaskSegmentation2() {};
+	TaskSegmentation2();
 	TaskSegmentation2(list<ArgumentBase*> args, RegionTemplate* inputRt);
 
 	virtual ~TaskSegmentation2();
@@ -175,18 +175,18 @@ friend class TaskSegmentation4;
 	int maxSize;
 	
 	// intertask arguments
-	cv::Mat** bw1;
+	cv::Mat* bw1;
 	cv::Mat* bw1_t;
 
 	// forward intertask arguments
-	cv::Mat **rbc_fw;
-	cv::Mat **diffIm_fw;
+	cv::Mat *rbc_fw;
+	cv::Mat *diffIm_fw;
 
 public:
 
 	// data regions
 
-	TaskSegmentation3() {};
+	TaskSegmentation3();
 	TaskSegmentation3(list<ArgumentBase*> args, RegionTemplate* inputRt);
 
 	virtual ~TaskSegmentation3();
@@ -215,16 +215,16 @@ friend class TaskSegmentation5;
 	unsigned char G2;
 	
 	// intertask arguments
-	cv::Mat** diffIm;
-	cv::Mat** bw1_t;
-	cv::Mat** rbc;
+	cv::Mat* diffIm;
+	cv::Mat* bw1_t;
+	cv::Mat* rbc;
 	cv::Mat* seg_open;
 
 public:
 
 	// data regions
 
-	TaskSegmentation4() {};
+	TaskSegmentation4();
 	TaskSegmentation4(list<ArgumentBase*> args, RegionTemplate* inputRt);
 
 	virtual ~TaskSegmentation4();
@@ -254,18 +254,18 @@ friend class TaskSegmentation6;
 	int watershedConnectivity;
 	
 	// intertask arguments
-	cv::Mat** seg_open;
+	cv::Mat* seg_open;
 	cv::Mat* seg_nonoverlap;
 
 	// forward intertask arguments
-	cv::Mat **seg_open_fw;
+	cv::Mat *seg_open_fw;
 
 public:
 
 	// data regions
 	DenseDataRegion2D* normalized_rt_temp;
 
-	TaskSegmentation5() {};
+	TaskSegmentation5();
 	TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* inputRt);
 
 	virtual ~TaskSegmentation5();
@@ -295,15 +295,15 @@ class TaskSegmentation6: public ReusableTask {
 	int fillHolesConnectivity;
 	
 	// intertask arguments
-	cv::Mat** seg_open;
-	cv::Mat** seg_nonoverlap;
+	cv::Mat* seg_open;
+	cv::Mat* seg_nonoverlap;
 
 public:
 
 	// data regions
 	DenseDataRegion2D* segmented_rt_temp;
 
-	TaskSegmentation6() {};
+	TaskSegmentation6();
 	TaskSegmentation6(list<ArgumentBase*> args, RegionTemplate* inputRt);
 
 	virtual ~TaskSegmentation6();
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
index 5ecdf60..86c85cd 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
@@ -1,13 +1,13 @@
 all:
 	g++ gen.cpp jsoncpp -std=c++11 -o gen
 	./gen -d segmentation_desc
-	./gen -d normalization_desc
+	# ./gen -d normalization_desc
 	mv Segmentation.* ..
-	mv NormalizationComp.* ..
+	# mv NormalizationComp.* ..
 debug:
 	g++ -g -ggdb -gdwarf-2 gen.cpp jsoncpp -std=c++11 -o gen
 gen:
 	./gen -d segmentation_desc
-	./gen -d normalization_desc
+	# ./gen -d normalization_desc
 	mv Segmentation.* ..
-	mv NormalizationComp.* ..
\ No newline at end of file
+	# mv NormalizationComp.* ..
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen
index 45ba7bd01c0701b30a7c89847c7fef443eba9bfe..0c98260fe2779869e555c90932a16de347e59271 100755
GIT binary patch
delta 154013
zcmZ@>d4SC2|DVqwDaX2RCQ5xNhN7f0?j<y?4(B9_L?h8{Moef;rl#?ciq%C_R%mOg
zwK|OM(Sc6W#cVoOrKH&3`+7dlv$KBv(RjaJ@B4W^&*ynQ^V!|akv5wnZDQ%uwyv%2
z!vD6eeejFz^_Nv6;ml?I<TJj(`l3<ee)gfuKYP{gH1UH|K6LdPTH+dh?v|DA@agWK
ze~-7Q+u42Ek@%3h1G^3UuP>Q(v*^QhZ%vo0ovV)P(>i@B;osC^9L(OR`#_5Wx3bwF
zwsI{$h3NygZn?4Ew05-uBl@}WQ#;cBEnjx+YPla65wClGANR8(;v>%g8YS-qJ>45d
z#AjSE>$K-kb!jSF<JI{07u?(AlkZ%v{Ai@`zlw?ybdJ=HQ2eg$9(U6p<BxamQuFu5
zmaF825%EvDhc9|tj0e4Jf#w@v7y!fkrF+oq>IVRfCeRfSX-$+Zh!^ze(CzX?;K&0p
zw&%hBvM;~na`jpI7N~~FB8sk(?^1*h(cjt0`1d`c^_ML~w-MKI43x@_cqzW%!gt-9
z?~M<;XmXQb_gbz))$*6VX=v2h7JvJqY56MGncGyZL2^O4&MyG4AmRt4<RdAnzoQt|
zien1mb9-KR`99J4bt^e5h)e^Or91PN?#*7a9?JS!_z#(fY>Kpx{r6J^h?IOcBK~*J
z&LQP*ZdHGob>L4WKgRJ_s{LKh{?dp<6G)W&DDkInqv6aD6-ABYF`}rWA3@8(B6B?c
z)Ww6H9G>4&rKV<P4pHWzrgC)4gS~nw)#N%sIUrHu9?3In?N-VmkEkeWB%2ULIn?AF
z@=nBW>UCuU)rWmAVh*Y7&eicxd-ZqPeJ{ap6hv-<0Nn0ho;KP&nR!UfhtW8-IZG%t
zM6li0U837vtE#_S(VuE}*=A}5_={<O#})%9b4BG_%8F)Uoy^1v9Y=m}G)^+xjGo|{
zLEq5?GC~B_Q_F%(AYal(y7}mfM1_fpqDGQ0Vd|!}H9q6gHlB01<wdMih)N#a@;A4{
zpS^UMGu~5+s7N#S^pi#t1~8A~jsCc)SKe2(39YI+T8xg=#qi%I3IvWy!BH*oROi0<
z>z6g1_}Vj6SB6tgW6DNdw{z953hET)5si}WQmT6m^LfNaQ7zeC7ku%H@ov5EcP7_2
zFJK<2?E9<YANKBBa|2uu+dGVmH}yU3?lCf6;=9e=XJq`sJ{{cWZHQ0mGr^q?AV|+V
z8$Zxztb63hc;CM5-Df=;zoGAF_vDfB*ZX?h&##Z~?>pkmpbXNdKVhC@O7o+`ieRc-
zP1gw}deQnVqx+p*y{(#IZQ;t|l`~H_*LzQV)u1t#FA{GXpCO%sNNrHzS>I$8^mUo=
z1<b3N!~^u$-C)FXt7Q4e_{I61L&{&bs{S5-#2D}fj=!MJsXhA(BN9y@QL<9vcUVV5
z7b7Z)8p&NmQN_z>E+=9q;s^7GJ2^~+s{`sbYf7&)au~ooR8WX+WzyY6H5E~y1QJdT
z*YNZyB`S&<$#R{;cFHhOdLq7c@RbczA7W2o4yo+?SiIGcGu+*0#d{Cw)aaogps4{x
za8GiT(A;P;Dn5V6J2)u@U*5spvM@gT@(Jz^qvC0h9$pha3erWR;#Upr;I6YK9vV8q
zJ$O|78<6f>9Y1B*Sohdb@yWy5yKAhDFCI49ebcD;*TX#S=;K=|hIO#qduMDp`-;Zy
zP<{*O;nLT4{fNbGE2WRb%k&W~!jFOobE$0Pa~y&JrI>oHwJujG@+l}_x@8My<46oB
zDo7y2O?&E5zzQPh(plGzK1SUK)k1D<>ul{g)Y}ZkijFCQnF|yR;FoLS`$n`1p~t8n
z$VlD+<-6NSeBY;hM_iyMBWK@2-pk2*0v+T>qs&u`z#2?kEK=E@zd!{FgjIeGVtmfX
zhBZB4SOVLa=*Z?FFL_U8FWX1DJ`uaH=oit$VnD?DECxk%vltffkG<eZT6OCvzI!De
zrB)SCllkIvEr*F3x>FS9vI5Rjazp!x`({(UF+`$KB$6T0r)p1IP1UkKlt%*^DUvK^
zVHU7Pia3eIw1|EdGa-@tuv{);Hx^w7!3T7%J&6N~@ZamcLcch)kvyPFmPi3@soAV^
z{+ATnBj!KsA<--1XDs?q41vd;AQwE26C<~4lVN?rnEv}L*TSsT^UZpR(nY297X1wS
zTyAC5Z()((il^zWl~t!{EAoQd%0kM3T6-Q`pWq@y(-D0H9UqaC`1l-FHeO);+Q&~f
z)9?fkfg3M;l&q6({IZJ1Cd?H2h5;l+z8Y3OMtm&94C*D{)<b(f(?x7v$VxH%VDque
zr<pHhp0t_2nE4D7sFuuV@1NoI1{*ejLr}Sg2A#Sxi)S*~LEo42G@vjbhFRn|sqAbP
zV;BV3$t;FN9K~Wl#QrS$MeNREkm?8H4lEZ6-IT>r5l>~Y97V_*#;m0CXuhzPa;2^;
zbr?00gNdR`gohzPY(az<LMpTedvt}+4&txlIY|*fTnS<-vJV2$g4lZqjaFe9OjKh{
z46Fb+=R)6V(?l^Z^tNy+C{bIyhZT>`m+lPVUcUl%-p-<WD=Wabgdv<Pe36;pH7C;L
z$`dWpbZB@99jQp26wi?`&<Zoq>Bxtc;&tKGky>FSSVD73y)99-)c00YDYb{0z(&RE
z1e%x$6aWwPV*(i(1{#^iZmL@9WaUYh`T?92oKpKLUPpQ!d9`J1$2<fo)Pc^&Kp{9%
z(bP#8O#X5j?jR86aL;|XY7gE?RO!J5W@gVSUT4+_d9`s1EoB8r&975iHKS?|0?L!_
z!FzBdaeClWypFUHdDR1t6DUsy>KejGumo@q3})a1)B`UQ$UA3;mN@O<Y(!KPHIgIr
zCAYvPHo%5{Rw7+qn$|NPW<EZ2T!YXOhGMLXOmeh#*q+%^HYj2x(q)H3m`^i-YRU21
z`bSQ-oUJpgM7nHU+jhnCC$|p$%z7TY5~9&O_()FHUKUHq#3tx+iAG76y}ZD@pRIjp
zJxf~;W;Vdqyf=!HE?W;@=?Y;-gKUm^$vd?9>1-Zj^DrxsE}M5_zKHok=1H6R2F#Z-
zfojR9_WnFx+0jsf=z<9C68T>G*KX`Zga}v@Z(xzafOs{F94D0>%wiCO0DCcu0TDZ~
z=ohgSi#`$S?5+r5B#+1^(iAvP#NSw?Aq3YM7I_R)+1)JC^Z@n^7GpTjAZ}qXEaFov
z21HD-=*wb!(7umluh6%#=n-)mi+Lhm!=hirAuI+(?8Rb{i086cC}L|CGa}Yahp1wg
zR9x{9iCz)QSqzK#EsKRBevD$yy`j;ARhFd?J||Q6hCgG%tHmO;H#-Rx)N1i5E5M+n
zDGV*mKVDCZ1tRbWgzvvKppr;wy@&Bp8LOtUeITPnU)Ec6UpJUqIhoz1BI{-B06dBd
zIjN0P3M#d|*`1)^teCx=%wmV2aGt6|F|(XV4U{7t=^k{Xdhk2!zv=9VfkM0|pI}D%
zm=&O~fR6P2)T)u5Ri1RDMrNd?iq|Fm2~QZElBO@W;QC)mcVZps&XYv)DNj1mM)ag=
z@+e+MDljAAnS%qlbfEeWD3sg1z4+J_Pu4n8Uo%p%;&r5UW+a<=oE7*KgNJGTl&Z~}
zMT((Hkv?Bw)HJ+mq*stvx6sZ`q(U93_emnvP>ys-K@}*3m;aAZsae<LHzU2xJk%7_
zk@j3ywWi0EBOR%xiiCmgR=g7^lsy<WY8vlE^65x3PZH^T<w-|cjgHiWXsCE6Qg*%>
z=#OPoGVX)&bfoGhiS#aOniHbC8EJ#!b)?2-r28cjZ1(hu^5|p;4^ITkX#GndQ}Q6)
zn^M`;QQAnjFs*2`9H`_A`nFY__h=qs6O=nV3ZN2b=iiBWFI%Hp@*QoxlXo|Mw)Xu*
z_n#;!^F8wyRtT^;>LvGS^CirN**wTfq|4Tun2#}mYDw1^TrVlLA<P!Bbs>F(qNL0U
zvss~(%~3DeNt@SZHpAv=Rw7-tKA-t=CQvQeOIv@)UCqPGKboLb0Gj&~_Mgp<u!4sa
zqNta=N}I=+^|85^l}MMZi<$Q`fojQHwe?75gKQmOCDIMC`5mkfW(M_=%e8qUW((Oo
z#!95i*1ec7Vgl8Y>$UZsWjLP_%tpNW(A)MMJ_i#6S7&S&_9jAMKwQ8g$4O;xVKIn7
zfW3}Izlft*^ocltMURL*Sj-dgY!-2(X#Hu%GL0;_uEin`Z7O>#MQP!5z`%!CjEVRa
zi(wHzU@;(K35$LaH?imyu`nh3FOeT)+9l$>EaDZ2f#<NuS8*ykg~dEk9>bzf#DOdZ
zMZA#3LJ`klF-_MWxNgp}OZsyfi(V1`-AN4yi1;&$F%iE;F=q?V7QeHpd=tAL9{xJ3
zV+DS5g8V*w4#Zo48&N^sTlTX8E>RSQwn60+z$z!wOUjd8htDu0tx&vP9W66ZXr2?P
zR7YBjk>C!B2z(_6A0;2qgidAeUqY*6hNviNB=_jKUcQvq&Y#JUa)&QEP?xWiruP${
zM|{-vGmL-oS8e_xnJ1WzxDKKnmHzMB=rBSAjMq&pf<4WQ2`qA)RCYLvlszc-W)Z8v
zY2;;*a$A}TWzRr4r>ob&bHAMN`|u89{Q4<gcl8D2)$p}v9y0b&id4e|<Eg1$?hO(p
z)vgTjZuY{()E6IdQB+AbyV6;>AE%xtn5Czm(v|~nQCo<B(yn5WB7m6BB1Xc(d!m?A
z=v|>ml}ZoXZd5u>@w(ET$g4_wF%Ojne#J0U>CkcDG$&F6<w#G|d%%(2fBz200KO)E
zRF}jAGt$S*LnN<`^!?bXk)BnKbfiXRNlO)vCCUE#&)bZeraO^bI?|mdiR4qBbfk^w
zNNs{Vir396Fax<3Is5PQFHZOBpCr;=*w*Jv$i8NzV#Vu7?aW9v^U%CP9ccYEC)t0`
zQl4~8pU*RD8m@R9=@sPFgy`%<3hGF`AyV#ys6mRA_uoM?(vPsM&zTT@Gt%44Lrp#%
zY0uSFBR!@Z>5^)yKq0&`?p6xArh{{hn#Mbk@^qw`Cy8{va-<`zMn`HwG*rA3D3qOV
zM*0JG>rgY)l%cDZE~n}ziS#ZjR@xPtkv1saiIi<@2D)DY;d4kG>CvmIcJEr{N!RrL
ztwv3K6t5#ahrF5)XGo-IB&-8<Q-NUrSE9bFItttNoJoG28EK#5b)<e~q?eh8=J|D`
zcdi7dusR_E-<7~eiJw+h_yT=_3(lW#s3I<kD#@{W)$O*B*5nvlQu5I#>GHko8s-bx
z8r70hwDq6&l65It7qJrQvUN+g4yBnvy<||Ezr^O{Y@T5y(q;3nnRnrQgncwxuh-VM
zGwUHXL6a5^DKvNKB(R2g?=O7*K)vJvZGJJ+em3{fM--G{eJAs4nGZ05YRSK~^?%S-
z=xUhQM39w8m#y2gb&QBm6!ns)Ugg~EO4z)J%?sI_l-c}8=1ZACwPe1w4l|o!>ohBo
zE?ci-zMP57FEIa-F>T(L={#Kb;gmujQBr2}>CAhWK(*vc+PXTkKDMUY6g;g(iLE;^
z?`LaNONRDo^POR8T#(HJtVPOf{tNSACQvPT%GFNamJpj@HsaBHr`@k%F%cqQvFpns
zMZx{g`7CpsRQ603eHa9^8?)#U@e~&GMEv_za?K4&WwR_&^TGCW7P<SW?7J)$Ve5f?
zmBdgaCh~Jkhedpx#ej$pu;>>t#G+TkAd4OmuVv9C;z$<hT7tm+SmcW-l*(SfGF_=a
zpT#0ys;O)f7Grn?0$Y>CpomA4)PR79Wi0wd{DQ@>i0`pjB;so*!up#L`FW=EB<s~I
z`b1pLVo<~|i-jW2W-%?|WENdAOru!zirAmU0E+lMcz2X@wrjV+At7fi{%)4B>R+XJ
zy%xWLyjt}yWFF?7_jmBl`@;MYRc<e#Y+dC^-(T)9BmH`(WTGQoV@CRrd5GlFk@owm
zM9My`9O*!LvqDBq5v8CbmCrP4n(9PKA9iY*calh#C`UTdI&`GA0j(6j??+gF`1rTj
zjPxHICU_fAs3X-mNu*C$(cA`HW=7hgcwJH(Gf+I_L<;IiPhC;9dp9aix~9)=GHM#4
zcpYgQ@@hhKbOQNwpk7x%|8u9Fr9A0KH<^*Xy`7o^hiB)YFw~5+gL#+`c{<X^!>a~b
z35ubdNnXv2bbHlE-^2HoPEA)kkuv4ZgqVJkNL`d8T@rrP3KK%kfAy4tuIWxQ(r>Vt
z=Lu1yBe_lzX(ub16QV0e;)CWhikCnk_;$X&8R<SJQdmc_hgI#~1m#KBwChG=LR_kN
zUDA5w)r4qGd<gftJ{_s^Nh19ToAsPwnq)@$RPj1eZ!^+X=5a#kKyMGFl0v00iJTp1
zf%2ql`fIvT(+tJyNPCc1HC^sR%KYX`i18e$QlNIq5xtkjD?rqY<W>qg(o8ebcd(h4
z385qXae38YdW99u32~+oD3pCfDd<Sm%}94Rk-|FC{U?d!SB`Y^UY%w%&#QPH=+SAo
z{;KZfIg$K2(ita-bP#s^ITK=}87ZZB9jP1gD$qLSVM2I9I?~HSs&;R_@}z4jyTPbw
zqT+R=caT?+E^{K4)6JL8b5|IFLhA6-Sb5Ts!e*o+_<|!nGIUnGfEnpC=Aoui9qGW}
zswF+A98sVUy}#4cjI>NC=$ih%-l*v&CsIsDx(6e{(*;DL2_#C+puH))y>%;XYm11A
zqDHc-vuzD!56mSx&6bpWG)l_6>#Z}7_zat)TGHp3XV<f}3x_e9C}$<oW$TZa&m%sH
zYUUB|#<?MK?qzciYmqXWKgi}jCQvOI)WOeXHo(??Rw7-t9>si+2~<lyrLBL(zQF!3
z#^zzxB4svj%;tqmpjz@ZZC=D}EoJK>Rw7-t-phQN2~;z`(zu1$a+?3}Y8z{jGMhib
z3NBnR;ed(eX&w9mW<A6vXjz2=Catb?LLA4um#tCFJYW7bhq~?uI0U2SV=YqV;H}v_
zzy#_gPrb%D>AcM5L1s}Y>C@~gW@E%A!mLEP?0X0Eg-nD{FB#P4<C!jH^CH$FWj0^P
ze3}VVOWvcc+b~<s))`hJUA7*;ybCub(ADyaP(^Z)HqYEbjqwnjpzRB^m3A@I)|zbY
zWph+BgFnI6ezx|p66tdAcbE?_fojP_NC%(7bePS9tVPOfUch{e2~<nItgSmRTg29d
ztVFtOJ&gHMCQvPz1#8%UQDs?r^*fSb^E7LbGV}G=yqpPCOSTy6%!mzaorebiIJVPA
zlyup8H}f7QP)&WY3Gw0U1g3p#P6rk^x1+@7apwJOj%vxyI(TPd6U;`u`rv)r^O#PA
z2#At>jzo$A;^!oWA{+;f$4uu@SU4WD$VH^G&#_4T0prJ6<OZd(53pE--2pblVoby!
zi(wJ3Widb^oPS5M>=(Kpi(U~gV9_JuSuDClY{DYVcL-dQMV|1f?9q)>F<nc*ma)he
zQ!4ufin#vaRRZ*TOb11Ljm3b7&$H+kaW#ux5tp;*5i!i7OT^hM;v$BDCbLM39iD$j
zu}mu|i2YgQr4&xbEXKsR1B*cso3a=X@l+OlBL1_18sHW2Cl>QW{1QZ1{~|7t-)EZd
zUa9QsEYgh;(t3eKzB8t>YgjDAJ07qx7GokVV6jxhTUeyqBPd_Tq6gxJ(0DY<e#v71
zi(wIauvjGG*(_#6Y{p`qw7M3HJ`s;SOAQE%c!<R!5x;sC)<0-KM&u8e&XdVi!lF;a
zO)LgQEM&1z#0ObSi+C@KF1ecKu;>+W3X1f^BcwO~&%l`>XIEK&qOsSzPw{$RbQr!T
zb$*WNdgh^?0EMBw-fceG7a;;a$HZqa8=|XM*FvnD%6_t*-(6c%6K(-H4`b@6$a-&h
zJ4RN|6MljHdd}YPYUI@}^aJK0v!KrGo8FjNC=x~p9&E#h`9o)uZ^Bzqf?4_D4ytG)
zBnqC0fVtC(MRuIZ)<H2R{VP;@I{hSk7fR{V{Oh6=bZ1wgg37<1lYgns--G$*L^=Sw
z{G1^ip(5c#->G;fP$=8gjPwjEKz%VCsrWMNRHTp^l|Z88B3k}a+2nM(VHXh<MUCX8
z`p)2)L2Q~0DR<b~qQv)=K{NRM+YFndp84~w-`z+<z-+{)UmWSQj)s5;sOqt2NTe_z
zMp@)I@Z(`D7E;($_GT7iB8CDimx??B#hk9j;dGGG)e~cl={HC5PFJ(vAg_jR6!XwR
z&mUMjO`|E7((qM2e|J=#^h`;Zkxo;*jx^Vd^b?#@AXA7`PW4cve=niob75>aA^=e`
zT88h$4ZQ!)BQA<6$%%UWrts)`*^-inSF};$@hf27$JVHpoTjZi5Sw5&;y>V&e)H3q
zNrVWz|74ybnZkg$n?;TTFBY@tqOkB{F^gPZD*F_R9$^zG<_zE7sa1xr?=@=pFn+O8
z&|PhZ3Tpgp<{{+_g`uvl??vNR>8Zvn<wy_T=U1yp5NNpKb)e8IsGuTsb|Mw&NWD)I
zsfO~TBL&S!KTeUFbtJzT=xyd{{nL^5TwJxL$CM`>siqm}ZpG_J2d^?p8m}Tn{5sG~
z3<URyKj{9KK*sqghu~CNG=iuNKe`1U$*`VOd#)!oMr<O?N~FtE@;LK_OrTow4Q;)W
z*;2MHf{zfyAZ0e+&I)NZN4;c5n~!C-oXs<=M7nIffO*%Slsc*<E3|bhViU|p_y+>_
z(E3013AzA?foZa5Er}Ec#1xAhCzXAfMXCYVXIbPLQrT53#xOTv3s?+_csGjy5ofOD
z{fA%ViA;w@yn@9d5q&IXMC=M;*_VxAIC8GHS(9b%=^69+81pJnJkA(-|Kt@^aIOMY
zfC-X^o#geh_eC^iJk;9+5+x1C@qVK3bu=fu+;-G3Z{+KzAe&&;ypbO+1n02-CI)&n
z8D&_b(G7^BSj0#u_D3<N()+HhQt9E*My1y)USAu#kynKdyw-XD#YbUiWx47?s??7N
zJRE=zXT2UfnJNts6-5p67Xy@19}>()0(!x%#ibAdrQEp&Jx3@2u75LF#z<J{cocIg
zT^*=WX)UwT`HI(-mW?thoya^yEu<(^=*>M&^8QVC<w?(;LiD8edW{vYBZbXKM<!9G
z5Gkl5odS^n2_phO{SF@`jd}8fvbC<Ip2moaqDrzgada-fnLA#@mXv%nO1gZ>uVB8E
ztx?VV8K17iCYY5U38vETTunnz`e%rHe&}(MDGUt3S1fXzRQ3ZFF*h8b5*C9ZZeo#g
z1GW&woZ<Tp_VGD8m|-KSsq+2H8%jZU^*mHiGxZ7Pp@(UTN=0nBfV!GNB$_~?<UF|~
zUz$WsEhj398p*-BsjaBx31ma)QqR<>TnpJjEqflLwon8RQ!HX6?8D0-mQ9A=K9gJS
z5!n3alpBDrUY$Agnc|J_AAP8x%H75akellW#-eg}o=@fGAp%dO;KN*Ih6J$U1heKc
z6X&FffTXLl$bR8b#gRwBUCwY_sPfa-z!UK0r;~qE#p}_!7kTwVM1RAUp0|OeI{i~Q
z{WPVYPy}B8t*@-w!four{My80rjSs)PQhiSFxN>TtW&tJ8+9<oDG(9j-gX~VHHGt4
z2;GI%@Wrgtg@%gPDa=P+4dNf;R2Td@h3c4s(e4mVq<2}<EVjEDX@lZ*q{e2X`<+N0
z9qG}oRIHbaMMD3C#dw@65g%YM|D&jq9H}pl>Jy0$uq7oQjiRz_yE`!-BtD92$s4rw
z&Ix2)$ks7dB3)jweqp|di4f`~Z_?&Vn9i_ynzcxo%{MV$&IGC@gW7rsu?c3)cm3m!
z;8hbL0<QuVGe>0oJF=2!j+4qBV3BG7?Y%4pF(!z+SPY2x3X47wH?Zgx@lh5%A}(Xm
zFXBBRmSZB%Vlgb@Bo@;m`dKU$u@8#IT*BNI!oeYD>G>7D|8yqpb&8j%gx^1Zhze@f
z_G1O;mG>_!mzJK<T`JF7jMPGT(w9fXjC2fk>6D3{v{TJMUl32<Kf83KL!D{X<{<)4
zlHtR7^ZnOrXkvMYilRnxl^*%g<9JT9A>|IwkWu1!a~Jb|w)Ua*6JQ+@x(U$<rp-6s
zC)t=ugb1iQy@Euv$0qDxk>jMYFS3{??2|0IM0}V<uZR&8LpkG@g0oA`_;rJCV4d+>
zr+D4f2FR<WcQNyjae%_m@U1+Lni@nTnlOk#!}<IjW(E~X)=^JW*?X_1hQ^4BqDFGF
zZg-XjBf+fsN_^K9)F2|DK~E$|qyQksS;RotzC{VV{#351>|CUCI#PUPm5#I<Vsyk-
zyzYn_dDW5In1?97zcDIxWXZYI5&z#5KVdKz4ui6DQs}Ni=&4>f*hrzV;&lpP<W&ks
z;B>+FLzhnB6iOi!$wLUHx@NWwt(w9Xc46Kk+L$TC6|Yk`kq;@T%X*HJLYjI{U0Bo!
z_y0M?4pE+TvD?s-+5mS{ypEJGBc0|%D%6o$cA|b4Ap*bC4?ap>qR9l`f3(5dKYVRY
zTohH3yYxg`bQQ4~wxr~vQPSn>dL#4YY>jHkpS1NrW<A_vZgrG&*?MM(6}+SnMZM%v
zZGI}V0XFxu66vye7v_UZpjxu&c;{QOcd4)hv*sJ24dd8`2okXVz-90d$rJ{}xh!&=
zRQ7rnF*j7cibXC0e#nGH>JP9zS>y(#vK?70!tMaulEp$1Yd^&2@3hFrAEZ3;B+{=e
zx<uU1qF=-`i#`!|pqMk2s=>i1XEB>K(3nc!kL2^G`6}6PR8SYrn{Wo;3&(R5E1+5X
z={Yo)yof{-2C;B()$3*fdoZt?p9dHzgsxQzdOE+43Mz#@P6`>Slu{VUDU>4uU*2oN
zI!Ou@_||3RA4a>;Ndfo2`;~%DVF)UyYj->IFk^~zr1aU~HK*Szlp}rVT23SgG*9t5
zQ0UwKMx-m9NMRl628;v`<hfWRN?Oq*Pi1c$Nf&1!QBl+|UM<O{aZ?Q!HXBmz@UROd
zzIy%!J_HJBHb=c=7k&9W#O5v@=W<peT{eG(`8?vIsFu7)TaRYe$JRVqqNK~#cQGIG
zvpMRS*KQM{6U>@lDo<LDV;&&_TAF@<L<$4q4i-5M><3uH-0<>yl0~i|m3<gQte+YL
zbcAW{5R4X!F=`n68V(l2B3{j6k%)s?EEn-&7BeDtV$mykv|`Z%VhHo9gL2MXx&jUu
zIkPs|*SK)HC|=K{RmiJJTaS4tFGf-6y78QqJ85D4KY*`MR=z$)n2~lWUPtO`MtX*M
zh!oI~iqE7;8$<-QJn&I+yG+{T6*MiwM1`WLl3b`Kj%NhVX||-~qft`ki8F}#BI2Wk
zXkDPKzw@JYg4u{qzl_i+N)v?$X!&EyNGuGY8<3+ca~$~6h{d3=H?tTJF~DL>#1SAa
zq_=Ucg2%B*xnp@BzSLQ{!-su5miYT8;1)v)@I`b_%LTt|?IHYSYmr;F;qSuw3jDd?
zzp^(@@~D;G7Om{~5p=vlT3uHKMlbx9<sHbYUp@Kj&=6&Y7XcMRv!tROjU6J+ceZVz
zM)jR7tERH!3ivDAVJG>@HUUSCoRVE;W^;uPQGuLV2ENgB=I<C*fXrO~;1E$}*JEZm
z7s|O+BiZOk^`N%mbq{XSfnfgsjBi*j#V^g$x(CP4pdMrpfoEIT3VC9fb>R*bj<Q5W
zQ6u?`o`Ba6CpHh0hFv9nL`j#YZ<Kit6L}%{G@s#~Lv(`aNJc*yn|(hzj1U1c=DVdN
zQWy|FVUgpcvTw0S*#o<cMXUm6+cPXuZg~H*QO@b==dgv(8NdGUHL%mwR}`<idM5H}
z`FVtS$k>aO^6+i&U{e!>L<f{2it(R-1)<(c%^clS_7unnf00dVH#9RRGoOmAZ?YRN
zH8S%kUT0Q-yvoewWEO+WLXuj2Of4tUUfAI0^q{X9saWwkQadw}%{<iQ(>++<7JCr!
zBLYwNar~W`wUK|_U4XbKsw7|2GpjxxOJLW^mi)Uoqom6-s|nAnFk7Qqa;LWb<Z`ku
zWa}6!h5w=FFZ87Q7%LPpgL=siw0VNq1hbKHJukmmjD<vqfU&%SMG6C=k44G}#I7s`
zF$Re37W4i$AaX;d{UTOp(I?`O`zTUO!~-CfH9N@!X%DBNoMC&QmoY)ADISMSzJHp9
z3TlRYKZqPaRe8rSQCfQbYz<(}1WB@@xw$>djI>JedV<t21Kl~u`TnPrs-j2*7zq|5
zMBtYXz=tzI9>}Lb%n%ht4ReD0iJM<onAlJz2<h?!`G-f?g+;;3muS5+q=)z=Hun&n
zpwi(nH+6s}$k)t!*&Nl(h3j@=6U>?uWJiRCjR+X?ZY)w15JT-*<~XTrBNnL!plh(m
zMWnKSEh1l7IL@DgEMkjL+{Yqi4&pl~=8V|saJs29H{kbg&4Zh+v#uS2{W>Y=A-fWJ
zH8<X49@^}q&d`W`)sjZc&z(WS{AM6PgO*^{{AS=;NH7GRh=GJ#aQ^H#l|3EAvd?P6
znC29buX5BY;1>9H)T!Yd#p@d4$g8{lsZI@nV|4vf5zV=X0AyeC3C#*P%|Z(5u8#zE
zdG119n_JbWn%O2e%v5Uc-fRmqv*n6+G7Dvo!PlKmdv9h1XiAX6QD)&5)ZQ>6@S+xc
znC-1T2xonQS+l*vAW?8c1ms<EFNy3omEDA5L8S8gH;4OG$$vbir}h%N74PJqy~Ip^
zGxHENrqh3;Ii{Z=B+7R^NGA!iVke)!SQj3|a7vY4DG8{EdaU2;VPxb}yv}GN@@l?%
zoQyI$qpp|{PpXjfvp;{so<3*nCYzD=DqctGi@Z9h7c&pF7wSm6nqlpcB1GW1lP3CI
zMr&1Rh#6FH-T-;AA8~1-qNVU*{x11u1BfkWL#iqoC0$<SdNc3(7ehu-&3vcqi~clQ
zn2iJv==tA%0nHC$V0<19lSpAejIhXY;B3eu=7!hA4J;Okcr}Y$F8qo{7AaLwz8FPy
zN%OCjhF`(Zr%Lw^!q=<L%p0$G-Tf5us{5BP554wb;e5{;)|9&Mr&c5kV%H_m1xg{L
z-~T)Y`}3R$Fx5=q3&rac1|YAdT9SE4Ay239UK2{e!zm!)4D*M5APIc`g19KEn7@AX
z0-gl{w&WV3q|4(BPYH2q1=$+a%-hjleQBJTjfC}nr8hlsW-}O!P|<uEX9@%IS{6A@
zD*F(Nm>Z7sLKgExyp=`2h*MegiFhT5WuB9qjpA_pP>l}BvFt=QW3cBa1>NaykXM}^
z#XMeE6pL2LDUHFanpX1LusbS8di6+{fllj<+g?0C>PU0VNIzW`ufMfnuYViSD8?`v
zEVc0AY)MY^reP=~DvBD(FZ7;bN}u?ot!+XDIMlGEVWm=3GWM1oh)pnSo_TJ*hsK5o
z=zivI644w7V>gQw8N@eO#0-$#!eSUjJY+n@a*@yp6mz<@7dG!|Tx3}Kb~T2jSn;}9
z?T}Z)VlxkgW+(~`%ld|vs}VGfps2I_7xs-W-_|%(aTniAUpUD=wx<fG2k$Abkxp~P
z>vR?&uhRMF5-JDMDc9+o2I)XHghU5~N@b;R!{xHmg};uSb>Wc&WR}~Y_3Y8y?>00u
zTB3NJ(I4>5rIXP#CnNuVI7<BX+Z_!crJSMYtvu=4H=rkVBW|mB9qE2EQUz?YVJM*<
z7e~S=k%xg`bwUJ==I{}6rg6hdX@+`;i=s;M4?T_V;JcNVEoEm-y1W+6_mQ=atx?T9
zdi7%K09*T6iFD(I#ixWOGaY0cwakU=I3<=~*4$SQyc5fa5CO#%-$5b;0dYNx6a~ab
zSoC5H5btNvgCbrWcd?u&^i3?fM4Z5)U&P@cp7h{VfNynHej4=`eDmoH+6=|(LECd4
zoPeD9aXBkMRcVSv7tr{;s?(#L@}#Fn)Qsd-ypA*zd39-g2U~ic9^wD=4&aY^G(Tb(
z8&)~^aHhv!7xOAdR1`JL=`kK}r?42ap-hiLlz4hvE1Mm*Mm1x4gtBeeJj3Q`)+)sh
zHXp!zITNU6uAZ4*7(BtOIYIt+JJt~)0>*gNZ6s0@5DQo=<@#X*!g3LXO=V}YSSaE|
z7Gok_!D3iMAB$-byMnlo?kMm)6h|QU>b@S%1kOZ}6ZmfUhSHfS14#jXHOZOA^U&XZ
zq5_KOUJeP*LoxpZHXfiPtf1hOPO7`9@&swZR$Slwn@Jgfl(;6~7lp6`=zl9Xs`M9Q
zssWXqITzri16~IIuH*Pm_)U;=Dk=_*&5sU<p>#K176tHkR-$8Kpp-{S6#sWhEkTH~
zrn&qG5u%#Po`zyb+<k+&6^wy+@JEND0}7><y$CNnT0wt-W9}jtX)o3T+a`)fZqLV5
z#mzygoig%(MoBX%a}wu7R`6m58gpv#*00r^{`&beg9(Pxf`-HX+%pcB%8nr_K|hTF
zM^~N1bJ#{nBA}D-VG?Ib68q-Hqp!6I_26hoVI#{7%h$O>>^GJDkf?;8OAhL2XBjr1
zQ-)M>0HgJgXd^gPvVu3s(U?jOsS9gUH>#Q#$YZkMvj^wF5mVVgoCm#A3o}aRu^Og?
zs(Pf(BaC?rkUZXHW3qy;GLFZeeLXL94#!4C?7^3YpG}mvL`h{!iAn^y2Sqw|Q^V#x
z%9najh_S~=?0y`Ztl-N(G_Kr(wOy$P#6TXS4WH+59vl%K25=s<mxdKu=MlR__n^Pd
zqZIR)DtWxd#$*NW4;+sdm*h=v!Ld;hd+>qbXD#I|QQ(U_q7rl|!;+?B*D`Egr+ldg
z8H_zoVt1bt_ik?!ihHS2q%hh*!?FcOW520vCyrLi9nU*~26Um_J6l)ULq~IgM#<e0
z?FBX_D|mi}#?<ln2is4bUYm0u6mr;Z_={7AA{-6&t3)Nza<S_i{tfCJHc{Suv11O)
zC5N+biC<RQCKTzyS2Y=@vKJZAYI8KNP^~#yhNJm)v|Ej6=jdoYjJ8Ii6|yl|!HbG$
zTzQV2=uCMK166M}d`75S5ssM3t{^H=&UplN9>3hIt6odF^YxB-yeN4z=RC*?uJ;r1
zu{-iYw{h$Mxq=rmjMyhgKf+N`*?JtCe(Ne+<2v^BM(h?kb{J#tkk}8gF<HSij>eUH
zP<|fufEeh(lZMaRI1i4P$}S-)k#~@M6zM$n&(b}JQ{VV{$2@jR9;b62WChpziTJcP
z@}^Jc*oEW@eq_;zT~7KDj*`k+9GiZ78eHQ#_SHu0+B$YA#{ODjFS<GY?Hg@E-<?a9
zB8Ask!mymq(bzBiAOcYd`jK(Cs&%y8Gj*jA>JDGk80}YycASmLO8%H2UuW~*Jazgw
z&LJZ?)HQPWj!Kkhsq7yVDnZ{A!%e&blcsBZh>^ny%A0a<fkufnk@pVsX2pMdvrXvJ
zPE;{cSn*=RavVovzwndx94&*JBDjU?Xm8%6E51!f^I)_-@^iDlu`yY}EgX%x;$?50
zI(-=DKq%zkGIIEos+VZ++x96`!XwwZ&fyXxhjPlBD)wOxb*18IGvmkKY7^Sok*{bn
zPG#>fEQfJ4zfco7nhRH5^+)iizi$%}37{SvkD((aEhWfKzAr!<fQq6<vKvvfyXxqr
zpBfzy7BhS%Ou>llM)y_Np+$#<lb33%BeWJmL6!d0N*^QfZ8I<&xP|sTOaG3rU)Vdd
zNVx)A5Mr5%0{Lzh`E3K(JG02Y2_co8$Rb@+pnL_3ba{j5W6_0IJBVFbqy-Sfb}Z7m
z3}QnT)9SCsRcD!QR6rlO5i5{q;P7Gxi*(Zjb}x%z9Cr|Ru^1Hb6&3>`ZeY<b;-f73
zL<}us*(>rrEP6zo#UdSqAkrijY0`t}2XP_&c?&om-~kSXq|!6*2)?WcigV!crSmp~
z|AC4M7*u?K0(<uTF#pPWwS!5Be=B%EA%g!*hut~<@nHUIcv%3-4xJ%N&R-|ot@WHg
zQTRHlKBrXKd?_@yY>~p`&jZ3EK~N2q9q_2w^vC&djLQZpERvDYyuk>S7HpJ(6$#ec
zz+!@RGO(~<O$7_#UwsJ(Sj|xM3-;SIrx)}G_OL%+8d#y|r3|c8uq}X<dD}W|%kq4A
z%uo%Li|!KCt>NgFma*<^L$^q<2?iDuY_Nd^1?z5L0m05NFh5`+tf!6v`b6=c8+6?s
z!G1KbJi&GwSb3I{e%-**f<0?srGh1Hs0gWv7KsVCz)%beHq*cYf?Z=^KEVbUm{+i_
z2Idj0wS&P^^E?4-IUt<I1UquQ?m|$oZw;(Sun!EZP_S1FEF;*{2Ij&J;xnTM4bUrX
zy~n`9f=xHDLczuWR`zi#HO0~bUxx6j4qSAI2j*<k17YyiPD29>i(<u8qi(?t8JJ(N
zy$0qJ>`epn2)4<<@&tPnv5@?Y^75ZJ!^MVTMzA>sRw~#e11l2jas!JAcA<fV1#53$
zp@4w(4A3vwzf*J<yn-DxFpprL7??}2?FLpZqq5P!GK__?wgKje@j?Uh33juA1qB;t
zV1<GWGO)B@=Np(y+TWHixc+ek^a^;op%@VC@9T6IVuF1SSXqGnR4<z6{mi5HzM<+8
z>}3PXi1||v2G?I&z?cKVJ9L8GZD8esO#`g#$L4Cv`y|c?L)9zTr3U5^?0;zfj4}^7
zzs<OTp&R^_>p3x5m+lwrCj;{dw#UFcg1up2d4j!QVCBDH47mPQ8DNG$_%m(>Rw~#n
z23924L<5TnHpIZfg7q-4fMD$qQ`etgz`BN_SFmH(>MnQ$J78cg!9F&ya_M%7fu#l8
zU|^wA0aqAcp<wqKSWK{41{M@-tbqjt8)#sD!MYh(m@#-}Y=A|gc$$G_1p5p2tg<PJ
z<VnTf8JJJ74-G6RSkk}>1$%}tx&G1uK4d7mWYWwxFt1=Y8dyNED*-F}q=~vN{J--Y
z?ro_01ncBraQ%4%Z0dk;K?_#Rz{(G^!`~+9Mq~v0(!fduOBq;^U|S3<h8W)e))-(|
z6blS2AlPjN<`?Wb1M>=Yg@Jhl>t$dr!OjLOq=vM-oU3bSD5eFgn5Zi*73`3K6$-Z3
zz+!^EX<$LYHfbyr2?+S81|xpK78{sXusH_i5p0ryxdgl1z{-E);x06>G-0s*v^T&~
zQLJZRg@XM%L3bf0*g*pe3igSC1q9n}U_QY%BBs_KuYk6pm?zjm19J&>vw>yg0vKmt
zX~6~=Sdn1o8(64Nz_tb$6YO*YD;4bT@wyA;f_-mb9!c;c1M>^^s)2<W3uV_CV38=s
z4J;#A$iVVsjAs~_Pq3>DEG$?*11l1&3t_VUWCUz!DCWs!Qq#bEg8ea0cOfX)egi8M
z>^%cZ3s!7ku8=G=Pa2?Cu;qZ2)o!2`w1B|3BYdR3g2Mt|Yj_9>HVjqYbyPC~_t2`L
zNLs*l8jKVPR@cA^1v@rYmmU-BfPs|?_Ay{(S2(eKfAA&vs-fzo-`WE!;5q}$6UDfJ
zxdaOtSh>WRVPGE7y9%(fPx1FT(C*IlC&%^~s^zR2%ARY0X|Zo+V5NdpH?Ts%%C9kc
zA=p<278GokfdvHHN|?+)zkr2?Vpy<c23924?FN<+Yzkmy-_}z_d!^`MhN?%fo(_iR
zKLO7|`zIXxfWUPfT{spBcI;|hw@<JGfR$b6n3oFtk)c{7*sB_Yzgi*SIt}u#SAlsE
zH?W}Sg$%4vuo-}rW$UWa%LN{7sAdH78Cd$yiV*BUQ`vLT{#nO9?+DMA#)hs-Fbh@Z
zJF4XZ|8$k^NJg+d239248wOSg7>qysLP`S+isC8*3kY_ff%ycx#lXCRO*Al%U_%Vd
zFIbPOpnkOhhzZ!vPz(!J*TB+(9lKIjTq@WBz{;+xqsGDi7x(caL)9nPtBi%{0`&;E
z&QQz~EN);f!9oV+6>J7zWm$a5nOw#M9&M<G1@mbv6bTA=t_I~N?o-)jfR!a2pTWPm
z9?Mh}?3XdR9bUmcH!zQ2ZyQ+oUo!tT8(>EAdECHC1zT!hMS{&WutLGEHL$c`!wf7>
zlIb}nq_cJjc$T5)7p%U4`2;&Y8k%$G>8j!WquiVW0INCW6YOIH%M+}GFj@ax0&XxA
z(-LQeft3n&uYnZ`Hp{?bf{it>uwVlXtSBU4Hv=petc`(X1Ut>Zypr@^qjbd{!M+2m
zY|?3}IYk1$XQ&n;hWr0w0}PAelLi(PY`K921iQ<?VuIZOSlJJ?RP0iL{Rn^Hz@C3_
zykP&^({PbTApGeb11lH%`UaK}?D$AsdRnkD19OSL&j2eM>BRO5Trv{oUs*2)FA{v6
z;i6EmxPgTQ3mI5Yuo(sx5bP=g^9$CGFqwZo0lOHAF~M2_R<`m~)lTm*p6AsKRgYlh
zBXm1lf_-IR<>GRegTehbBj8pCgl9s66&hHnV9N|FPlDVISlJPLLzosnzrfcTsy@Mn
zq3XLz70zFR_dtA$!kr&>Xlu9#it6d8y2Me93H+xY;MorB`j;E^HNa{?C>Pat6c&P~
zXK4YqDG;zy!PXjBkzi2+D-`Sw1Iq|D6|l1JPEkz>N<PC4)xb;vFE&80U>yw1BUl3i
z%M<Lx6}mvbU_Tj{Pp~~##Or<EIJDiMN`=~JV1<I&1{M=+p@D@3yV<~s1RDof**^Ta
z8k!Fof%^j-fAaf=q4SX6;PAo!c&M5ft^$I&4a_Ilufui4UctUFFppq64J=Qv7Xfpg
zI=BQ}Z7BK$yC1N!nof@80?#p2GlESruu{P;H?ShXE)<Nu^(qvwy`dNrte$~|1^aiH
zE;=pPLBPtUR9Ah@JI;MfYgK;3Zw>bQ97iwY5ykbninoCxK93fD3Hm==P5Ji;JUiFS
z$7X)vN1$2KF$)NMu`+|Jj`OO;c0o~Sfp!ZWyRg93l$|pB7}^6_#)SWVD3}d(%nAj5
zA7HugIohLaR&=~Kx9K^wYwXySid`btZVKC_g`Yb#9z4)EG%;80JXR|gwad`^I(!|T
zt^wBx4tjR3*<Vl{6q6@>O*9KSW*&jdFV86^w4Lp|qL2oKvYw8ePvBQ_?QlpToL~4y
z(9G?a1q8k~*9?ag%!0yCzI+zgy=STF!h&C(YllOMLnVAC4EL~ORw!_zTr(U}Fe?)N
z&mr-{2OD4W^^lw<;0S_RTGU<#zN~}eJtOclxn^_OtX%l}hQudj8;5SrRl^Yk?|BvQ
z0sEvY(EH2uaxQ-9;t}|wTr(U&;Jv~(L$d{rnNMIV*DQo12zIc-Q@C#jL$SkX^6>Oc
zBOtE@gfXG*8gO3l*l1wz@R&T=2Ii94xzNCT2T>2UVmBM0mq7U42nOa6Y><KF33fhU
zkiAR9GYysU1Dr>mfn@~yFJBdfUquO+bwIci3-+mj6$w^qU@^g-GqA8=D-A3t*dhZ9
zAckAvpaJ?talC=~1j{!tuV5D#m`5-VV9*rx{z!d8MZH9Fe2_FC{^w7P&ffJSw`w1t
z`AhfVC`WNx$O}gc-pYqB{l-nOcYNS(97>lAl=qB=fMfjeR`_)rw|0Y7@;5Zx1~Uv^
z>HaOhV8FhTp`z)fj98&Rj7QlCyj%(fq)Wz%#t8^r#n*JxmuQBvKVX&;?I<`ddr>)?
zD9&CynX}fWGo`uG@P%VocD?d7ReW8a<10i}?xuMsRn8XGp@y>nI%}bveK&$%cx#d4
zjC@5*U$=`dm*J}s`uY&BWvDuYO&(>M00FB#yzD(t_vJe<FMCW~{@nNv(It=WlW31O
z2xhiwW@%++m1giV1)IUjD6FY5m5s1v5~x>YhC0M4oH025+i&edYA*dS;3VUJ1r+Yg
zrG?U&cR^F-@C}q)buO(unXhUm^EE$YIC}`4RhdgePv)!`D^!zwxg^%j@HG&9Rhdh!
zD!%aYpJ6(CT$~-~ud6%;W>x3XR?w(&#k4hjskyYu@bv=vQgexx-(P6j$W&HyX_{ej
zH=5+krD=f45MN58?aZa&nrUB|xj-|u6f=k?U<*zChUw_3i7k^rpH*h4Lp+yW9f))3
zv?A%<{C@H9&y9F!rLL_)P3foGdOOru20ug23(;$86hT9^wTqf(k7E{Uyx$hhW`?hG
z!PlXCl=>`G4=H`s)3Uxg_HnR1G~B53XLQEZ?4XjJhJLJ>b(NWyH4{Y!R^0rBZ=Ex4
z!kc6Am;M;<e7Hq3e;;)F2K=1OQJ}N(Loplr#RG>Mx0r(o6%5NDljJPv9nhA2;>!>B
zb|32#Pakg5@jGx)?<H5gl2VwfQ+robEUC6|z|U5}fS>cPOXC_YFZ?F^#Pfb{?e5h-
z-sN|1lfj^vT)Ab6t7Pl8DX#6F^L(!Ck>2sSzb|qx9TETc_vMWyf(Do$&96}iv2g(#
z+I!3DKZaTE^ZLYp`Ln;<?j1k>NT&ujq8@jqH>8qn(K{YI(#!q$rSa#FG;=@c+mbp`
z!|J-M7kV4BkE^6NWT#&SJ#K+Lrpn>(NudsVdcJr3_+MUk%gf?j{%%(53`yl3yZ-m?
zX7M#gPwCO|V$?;`U6@)+6fL+jLJz6rRQ4QjpWkahc20Ap)a0`GQ-629q{$^{3a@z3
zrss`AZ6L2*Y(;rBp@QJ`ZRUXizr>8cEME8My3i*Vf&&S>_abx#0|<dF{7|~HkSG`f
z=?ueB0GP&Z5ZO{ZrCHtR17Psmj(Va``sb2MDHP6|i)7y9+s#j@RzL3fyH2Z@kOhMl
zbnwIIM<vt$E{V_j=eT>xi1^H79o_XWi9d2|xO;6cd-F1@`4;!Tb!wjX%K1)^2QFYY
z2N2>hf~Hc%gW(*M9p0t*61UZ<y8GKs_ViP%z2`0I?AT7|!nWHGs%-lbJaoyn?pQpt
zrgeIaYMHYu>^|l0GmF>MwrW^49&TSz@lO1Tik9|Ub*yFXY`fx-b*;_StJP>*VfzZ)
z|8w8b&hFaKnuVWh8(KXZ{t7$mMPJ_9Ap2Q6j`($J`<I4Rx0)Ha+_Qgr><*2rj`_P<
zBT170E~Zp=8p%5#vr^~|R0V$z^P{Z04JAt#mK3@My~;d1zjcLO?^kzY`}syzefOQM
z?9xWomF{-**|E59V{5$IJ)~t~v(?Iet*O<{J+`@>X=-^}Qt*N?<@rm~`BrJZmCoOh
zsg7CP+{W(I%zDxNUTb@QGi#1}MRU9BeeP!VP0g*h+!wX7yS1=7bo4fX_lEEJA#__8
z%%cRhCUnu2wdBM~Kqer+xqWX7>#T;G6`?fqn%jjft;Y68Ev!@Bhnv}-x3D@l9HF$}
zFh}M^%~-2TOVE0-nZ3QG)eN2pGkJ3}dt6JaTf_HSNKhDlvg$}yt=*@SfyZ6e)c&@m
z<>``Y3X1SEu>*eCk!`RrQ*+_2@+Iy{7xmjvmQ3b5TNHa+Stl&_*ao(@jWy1FyuKZ6
zV_nenAbG)yd8J-$8Z@%^wXwRm*EY3lwY9Eux2n%Z+w<)A+FIS4t|!MiMxQjWn|iD+
zr%pz4;ak(}@`YA&`v#9y=iH|nQ%&?fbG9KSg|;OA4=KwL-)(3YdaU;D8jb9?Jyu8e
z|MKj^9;=Z%Uf-^HhSl@p_4VPm&FwpM0pA`z!V#WJ4(XB|g3jm$2`exB>@g@y{ocm*
zoo85`2WRR66s2`NoveWWWNlavc>j7YO??aQQyH|i8z@&KzFZGPNK@E58rX-=u+H&(
z1V>RwhgMRdUIR#i&TeG)Y-c@JYZC8pm({U<ZD;x2ZC2X8_SOJ*yxxlD?xyzY_SVv-
zhcVUYm=Xw3T9PjYH`TK*JJV`kcQGYBpak<8muKI6rqv=e2{3i`B%-s9TMctx_}1;R
zYK_WY`19@gOYd1yP-E?i_O440!pxd~9z-fchXXk>{H!TNj!EPl9I+G?-h9C2DyVS-
zSS~EJme!aE|HzNpr=DeXbAMBZD)@B*O#NwRSsqns*=hEJXIYJ{NyY2VvW``2c3W+#
zZZ*YtSz`QNtHQo)iq*va=zmt-x~JDdl>w_U;{Ma@L;te|^zl9jF|!c!Z1_jLmnN)P
zx~~kcMIK^GE^(@E1C=x7H1NX<c+cAQ?2cBm9&Ir?%?dJctw0YnUusll4kR4r(CPMe
zu)SdS>6L8VMmS1!H>S<bo<UXYy1jN83~Rei)(R_NztYKi4nD3w*E$nE3h1M_=v?c4
zceUD9g&pc*wXXIY{9{cQYe>@y7gW=rUdfn)aCz+G+rS}L#R{+0tWMhPM2ehZpXIfB
zGzs-{CHuqTQsSG^&$WFh{4aYNxSH*?E+TG_!%aZ$HCKiG?F_4h{khj_)oBj;lR10P
zQriIm_5dJd71XFG_H?yE)!b$O+G{VczNr5A@e^=AIm>Ej2WDF}?MJ#>b=1JWcg)_@
z-P+@hSJ;btSRLH|{%3FMVKw#q{@)1*<~$Q=$fA1k^22faKo4tji}VT9g4+c@t0@UW
z);J&X|Fb7wXmzbS=3nFo&?x@zxV`p5tGxAMNG2bCav3jW_zgAiQL<9Z{yS#BaFNxy
ze(hrvoK(Qu*Z<nTTx88}@jNAw2$Cht{as>q)-gNM)9O_JqJPMYcrdH=uf3zE)x1kx
zfMFhfuI8ar)RChn)D=m2VCFlH*|jdV+6P|K9H(CZIUVxTtaOxZt>iqbx(@ZuF=p>A
zhLTF{vSao#h*GB~a58GY{#*Ro#nu6<={%}p%u?uEtfX8@Jp7ma$|cr0b!+~GB@S4M
zsebvl{o5th`CWD%amrvK@wW!3^`jR$m&rB%6py&nI>mC2I9hzoW!8Fkt94**q`M^K
z=ths&t@~KbTFt4fF<NU}bEJ4gAM*C6eNA7hk9+<f_G5jmo>TugjCn@$PS7CZqs=6I
z{RVS`_H|GHj%*@dv$C;x?iU~m^70q{)GWWC0d5MQ&YJL$5q<~iqCMz9KX%Rhj-guG
zWBOU`TTSJ8SM5cfROC47#jq`=+7I`$F6q+jH;frU44u|u(IeuqUy1dL_+GhP(a*ZJ
z{>!YDC-5D=+OzvxO~?7lL7Uf*##jn2RS};k^#fPx%Q6+Mi-D<-Ee%Y?J@}jbeSfRN
z8TBBp@}YvihrQvT;lp;v0oGaWo`>ua1FSFHum5bHH_&QV=aHWsmEq;~_<`0C_Y*(a
z>jzp>n%1UD#=H-cCtc!|b}jzd-n<BIS5F)QyXb)Tu`%<0u}2TGyf=YL1@8IQm$ajS
zgTIYicA}zeG(QDeU(!X;OAv+M_UR(s@q%_h6n-%`qdfHROIHwuU%bL7yp%zU#j&hi
zKFDg+`G+j92N1-l@CpjCA0nDoD16UM=*wBVG-CC)=jB@syYK&r(x=HX3jTfQ>imKU
z8CB41>|0bS_e<qJ|Adt{?)Ei&p`*7SHQ5pM;Y;Yrp|fdie-{(twf)C~c8$T-nb&QH
zO4QAq)E~eW^5|Sg1BE*e%IING6=rZ{=FVIvgSC@3zu3zLTWgyBLPIlVKX}WO<W1vg
zKCR47FNSej2)zMfKaSf~KiSq2YeUn2sRl8)S`6l8(V($C_;Ram=)r^9YAU8s<5d_E
z7wn3z<aHo}{$_xds*nO)tm~*pc{+P5U#@CBt@;C|v+%8}VP_M=gZ!v``?0~W%lz$f
z>&&J#IM+Q?+<M71e2{bPJrp(>j~<|0>3DT>)*d(1iZwkCy+_BeRaUIlAFyNhLrdQL
zQ5)C??H%`9T?XF=m@0)ljlmA^V0ENaol?f-s&>?>6<K>nBRJ@k4zmWicVz8a!>yt2
zQQ6|FhFcTeeW&+xmB6pEz}bmkaJaJW3}vzon>moO8ncdmp9gN-c^%yTomTned;4#{
z)vm#&@15KhfmL?W_xAp&R%_e4%w5|aJp%UlHTK()5!U2Z5D|Sp{3NY;0lF*V7wZ+t
zKGW@LBdvDh`hAQ3`NwKOb1P-!d^_?qi|U@f0!5hU`B6Xq`dz$LmGqMsO`gFR_*1s@
z<FyzdJko00`W>z@jCowj?$j-=bH?_>tn=)$kyhO%;%3nk<R%SmC`?{H-L5mrYTMxw
z_CeQ5(SB-3A^LlY{~g1BuiS5s9A#Y@@&TsSMXVILa}7+@(hRY2Jew)Gnue0f@Q-gm
zsRt`j^zRUmZ-*#_-3EYpw9A${NI?XiSx^Gc0VcEQ+VAY=AGFT3=Z?1G?$U2<`1>16
z+)ci<k3M9LwzFfbE$;I&w)HR!XYxuI$?f}XxEVJrK5?a0&vL)|ja~0*YpVN#Z|pA;
z)|vLItF8O1P1$?G?%Kv0>#n)ihQB8?yy@PrFj~$@&i%Qay#^dU_?6v!thGUH?q2xJ
zet)d>RI~M8U|Z#^5|F`Yzwd<I`%Ku)uO4UBu6x;D>O37x8hmcQJkI)GwF@D()!Ypl
z?IGi)<E@*TB|bMisZ&oL=%J?;(atdcWxLmDk9JtG*M4uj)nafpz*K`N(#IH;FT{1|
zS?~GxeU_uTPOIMix!rk!bz##j`zV=04Cx$%I`6UXo?u;5t>0&oJe+m9x0Msj@Q+Va
z6bvX_c(hKv#rMH`2}?`!3#z}pWO{MmiB?55>xSaKldT`DroZnd$CXb%Ge5E~onoC;
z_r4F2<a5v1v>lvc1>2kom@15B&fbr(8alE(x7$831r9Y2p;KMp9Q-3ktZ{o~<{HgR
z+-(n?3Olg=l{L=N8Xb4rVbB<qS6SomSjYQc=}K|W{y?Wn2co~Q9!})FG_EyUtQ(8t
z*IV^1Yr6gP4c3Kl3i|p6>umU_F^xXXn`ZT}ZnURNvwB+7i&syx_PZO0;bc=CUeqy8
zHrcoBpcigB>t<MI5?|Bd>2$N|Z96l=y0GJj6eJ+Wn74OAcIM%HD*%$+^mmK<++>|w
z-QBX(zBvfTnvZrE$C^fJ(jPCe@0o4=Reu1mvX0?0aeb-1=oUD#bbAwFI<n;95~q$V
z8%kHqvAT{b-cHGsqDcXGDC-1gZ*b$1i+vFC@FcOKcRd@wDm-7!_ZQx9{Cd#u(V4tF
zcYwHatQpoUyL^t-v?c97XcK(oUR(^FbHlC@yWOo;C-<Wz_7%6nG3oPC^mo!@((n>{
z{9HIDO?(|y91mT#+mFtLV^Rf`Q1zH}+w1oE^Wd0t|7&EXmcel)_RaIG<}CvN!!Zed
zb0o}5+|Vk8L9f|Q&a*m%+Jb_b<kX*EA%58^y62%jmW^%u`_&x1ouGGUE<5##(#NQD
zt#Li<K)}yRY8iiCdy05Fi{%~Y%{*W&F|<_9qhGh@-3AA&D}a;fQ+<2!Gq>RZYZ=v_
zbHJ*Zw4b~K4p^;U!RGKe>TnVdSRVVIJFJEczj_(M%FTg}UmKHl+dHim?weo3MZA-J
z{hijA?i*gU;Z$`+@k4jP14DP+SM0~`fy?(#ur*5ktgmx%e(`c~`W|@1d)g<(ptA6-
zeE4E|#4)Rp{l|Q3R*T}7FquRED~G#pNy}M0r@Cyl?+U?4_T7TKbANBR%`OgE{oKF4
zWd9ekI=hE&vCj=#&D@`Evj>K)9(9LqMRoqA7O^7x{;<`m(Z?^ss7K)IM2GRdXeYx^
zSO0DHp0IUUbJ;Q9aI2`uFX4c5)p-l79$g}vE9EecMZXNz4J^VpWHdD{+G0Pnz`7;$
zLy^-=C;KAEM20GYiP9XT(qT@;H91X@T*xCQafL6v$XGeMo!JI<fy(Dn?Y2Q>w}0TT
zTI5ynD0Dgd$!5FwUU)vT@p(LQ^|YHUwAQ-2Y_eZn2<NWTH#w=7zR2gUM$hxPYd$p~
z=iK$r3w-Ws^aA#d&t2I~c<$;l^CB4IoP*a}8{s;ua`1Wq(JBY8m55e3c-@O=m4nw!
z8~NaMC9+ixUOq&t9K1Si#DmvW-A6o6snfpc?dPD~mCjt>V?%P!Toa!^*_rDOFjhSn
z2K}gd=DKPFpSikX7`X!J%;m!N@fdwZBY@j@%IFky%FL^knV+GmN={zILRdAniO*b<
zXjpR2TwiSDGuM#~l<$6A>E3yc&s;O9898UJ>;~h^Rn4&4iz%G+%=PuNIynmP9H>fi
z3n)+Lpz>m_>H@8LC93{^XRh0*-*S3VXRhC$HO^dhz%?|IPD<Zy;4{}6^qza>YVj<e
zxw@~{2DLWund|5}T?%<hp;zwnW0a~>$_Kfsk7?D}8=W&(WBa-Sc!GWYMm%`6wzn3*
ze)sJSHk`iBEUvZ8y7(kVuv?#?#OMh2GDLw2a*tqLpVle^p5Y_d8P7PW{smUq-A~)E
zJOJzI+O>As1J-2N77bl)wSbQsmRs#Y`=3M)&NAj_Q7wRdSX6hkZYcgghpZQ;IV&vQ
z#^8{Jt3B-%n%{ubm~g&2bx=#EqO)eQpnp!aIydcipTOf+FLm<rOeNpW$!m5DPG0-C
zJ#@tk<$o9AwD$48WBBh2p0Hnv!O82Zwa$1tOX@BIQw45C%shELX(*|?^K!(@lh=H$
zG=Nf=X#ki<yX<%eQ9Xdi%z(+9I{p-%ytcc?KV{E)2o7B@K3NQhu9}wnohR_XHPk)s
z2|8=paMl`RKl`w?%YD^aJa09#3li2ace)S{T_dc;_PHyp(bdl>gso-K8h7*RDOYT<
zy>^AwrP{PrC+r6&!xsfZ=eldV`>wK&uCQ8LLA!}<dEsM_ZMB7u8}MVcy_i4N@kfe3
z4)RCMm85bue6*R(cl7gUN1w{V?=y2P8E|mB3wB}I9;@vsD`69}dF6?Up-VG398Ff+
z53jV&ZF=?NIO$}?*%xFdpRBU?uC!W*{(J;Uek`=>QT^}QrcqXm7Ox^t8JLyujW5ls
zMP+dBlMVTL!`I!0uhPei1pX3Vy~vk6=Mi}7KHf0&8iu!;hL)87+ava?k65j{<QYak
zkTb609Meek?8!&$nyaAPx1c?$+?9sWR}@ux)I}m)MG?lB<&Mtka&I?$4K;klOkaJ(
z*XiWTesUF*d#+*VG7S5hhC{`0`%3!|WZorX>&&+rr5_~+>V6_db5`0HJ__YNY#2>5
zjGi-%t{0=TDXmK7o_SE0n{W7P1-{B&P`iKrPW2q%)!mYANPn*kLCU<0zmEawKuc5e
z_=+6e_c1oBuC1*4ajxoGtvau=>bhLj&^)bsd1c+Zb9FD*s-DWKBXU(eTJ;DvRoB&_
zvMRjedjz}2g}qx@_uoWL58l<PYbvXzb5+-9)mtm8K5eSj$7SGFtvmRU;%gs=`(o|J
zh%I>QD4fUW3(aPB@ftXw2kpaatlsd^wGcjL+q3y&Gk+ZBkFIN(<B!e!ad@rOuhp#&
zt7ep9;4y7r@^I;6AGZBZz;g{>WsNhmMu*BwP0iGP*j|mczsD<i|D?6!eP3nf70r~y
z?VrKc{Z!mO<w>hERM!1TDsV1;Y{QS)_7VQ*{uD`b`C}V@9N~}dPc!$l)vrf+tWqYs
z;T>VAb5CWaSTnE1>|dXTDxRpUu~2I)smx5*%&eGw$un>?99>zXyVkfkW(QHjQ(42(
z8mGkUr=Ec?-9|094?bg^IcDZ^tO0+~J($41Xfe+&1rW9;h`=A7(Zp}}YXU~r6Gh`l
znDkg3(2MW41M93O>K|ZbHizG8xy)|3-a5zq{QdUYAFPJ8m!T~^?Hc}oJ$}8_)&1{c
zd-;0H+vb`jNWt4yHEwIr-c@o3uS@)dd}h@CdOe&p4==U<S#PyDb2p@_RvVgafnTr;
z@;evP!*^6>m%E!5k9^je;dURo-`>8_D#~lV2<(QcTfn1B?a*^pyEbP-Wc4U%KixYi
z74mjyslEL<%V$k`>3M6t)ik&moU6NOOqR|=i|p+$Sj|0o=v|H-<Y#}xsdg(E+C|U9
z!`<{QtB!rmCaY)Xf%hT}Z&fY4C+nJvZ*7p(&G#8G@^0Zf_D>7#(oNPG?wX73@8Pq}
z4`5p<))ojZ9awUo-LA;$+vHOW&qG`i5I_EV?fRcuP2KhaJ6;6cZ?wSPS!A_oeF5nv
zWKePRN{Ynf*?Vnkv(?+ZK4SOXY;_$ucYzby`B9Vl3!UgqsAzo5qvk+=!+-+7bji~O
zKQ6N0-fUguK7D~*vDwP6z8Q4vS%<CWH6Dh4y<;yp0XwPii}2uku^oHSYTR}U+*vBU
z4AqSqN#k{J;R(BK-)hY+%ul)ei=lV;^4`MIQ*l`T!8;PY%$Lgk0y)v#ij>}3TY=}y
zH}-AS+#v0q2M@Kc*kaYF_SQWo?6pndA$S-3dgYESR&Do^e)fZRx#9J&Emq@JOZvIq
zp%+m5jK-I8^5CVM>~{FA6s~Mp*xn5qp_}~h#ZS5b$8&!cn>cvsTlmjoP^E0z)<7Zn
z-B%SKD?kVDH1sMRyll5W3qO%sk*tj_W8$)%cDYWw94apJ?WtR>XIq~JN^o@p?@WzT
z=kOE@&9^&kvo39t##l0KJi-mVho?>aZrk2w4H|jcJ$eq1FKF+c`IsY(!bWsKk7X43
z`Q6$;&5OC(;LdQd_a*C9chmF0F<f9D;jXeoWw!oK+x-eWQt{qxcYMXVu+8E-9A^XQ
zJ+UkAazb~y#}2(>-QTnx1O!K)RC09x9kwTFb?Dgu^p_6!YT-R!x!~tG4s|ka;)`$B
zzCXcPbLE}d_uY0VX+31ku^YS!H`38}*#lp-+I7Mw+WX*TKYpTp4YVwKe6BORFTy`%
zc$?l;9Dmii)N)@m&;Ix|Yi-_Hz|p8?Fw((!#S34zPPM@QvJz{f``X*=p4+W<^hCS|
z{OrBq|Fm1|;CA@NWzB4RQ+0P+d&73?DtFB}cC}KgZ?ivwPQ<I{LGt*LYoGCbCh*Hk
z!(X#bvF|Lk211w}rPd{_dx83)7O#|J8RIL52?XsHJFFYr>*f?M+ySeGb!+jXZ^9$}
zrh{fvcZ;FBX=j+;m}O_*vOI2o&_3;LYq4(uINVg(;iogOna<Of?lX0>i?IdOZ+4pf
zdC=bdw)F{we0rzV)oR*z7KPkiDdg)j>|avwuIS*IcKuz}6bkuW<&fpmDuo<zqYk+p
zLwas<LLQlkAzRrMZ&<bMuXn+r*aHcwYoYK~zD^#S&ey{C)9gX-SaZ(kJl*l=EP3xj
z6uA~Yy2<|X9qa8&=F-zTy(&(_R>*y}AOcCkm#FgP)7O}?*8Fw4{nfkH8RxeA|1Dyb
zE!IxA|Mwnz_q_f_`<C~t|Ai(@C5N#7L00f5;~?X*ByQk!kg=F?0o~5wwRiZwqUI|f
zL&1k?yn++Da-#CAq4<VMY3_m?%BG-Kc7w0yaA9_f_pMn?iXf`$<v!`<xz}?q=S;PW
z-?!R^en*$QhNMuP))2K`e5T0_4ykH-S(8zRRF;owGU$+MX<7}<ky~jKX8<qO7QLt2
zGd{5TTXXHA53G(&ChAs~cwtbnp<hhlGR~M{*ZR;J*rW`tWeFWBI#WgGx$ErtA6k=|
zj5Bnmi_YHb*iW15?Ajk$H#I4}Ui(=hI+uvf!pZi!kDz7ku5;3NvM-t9wDC=JQE4eY
zJh`etR2w{0#h~;g2IG}M_f+=UDi+I6V$n%iq_W=YSM0I6+0Uh|)2(^-%W3H9l{`an
zz)CVw>BrY{H=4ueZs_W_=s~)ATy!Rg&Qk&VzTME(QHD;-c|1BF1=vrMfZgb0Yi5&T
z=$P_zk?5Q+I(JU8i#~>~HV;&7(za`zt|rk%rLJZtRW(?o4VG3hC_ah7sQ)AGPT;Dj
z8pr?Ndj@gC9Z?Y#6j2com0WR0QzJ#i9d}YwGBwH#y)NX6Yvd^-H6t@Kv!bpkks7Hf
znHH59<q{Suni^Rd$p3R@<}P5*?|FXT*Z2AVe7)*@X6Ed3X3pHXcLqlSdUfOjDOUVL
zipGu<$Mc&_mYvR9+j*%&(D=Ig&u8S(udJPXy0SYQ4c=%r_``8Vr&z|x;2i7YKCh{a
z%+7t=j1yqSnKo7)&7tEey2UwT#(8$EkxzE49QQRHH)HIB{ZO8Yn@6>mUSD-}=s5g3
z|3iXr#yJyw&yFbF(-r?A!E25L9>??dOki|%wa%5@zF}aUQDvL$YChK(5K*y4ou3;c
z<u}$@K5g9MJZ#2!Ym5=6aI|dyt<}Hwg7>VJrz+j)S1si5)pqpooodyqOp!CbwT|(b
zqY5{Rm}VxwIoe46&}jMlx7@_bkxXT^8qSJ!HtcD=%I-b!su8EVD^BDCapvf8s#JBw
zsWnc@bJjVux6*gkw|#7Ci&>e&W@Y{!X;h}yNSXhgH7wxF$OrdP{Ag#*X2+_5)Xh3i
z&O2{i^a!6fEZ3jpRL+%=dL)Xup~Bj7XVuzKYs-DA9Lzh`^^;Ggy5d!5#HwRl)u=nq
z==L=ujB1=6E=PTDZ5=RS#Dmo+qH5+)v5t{%d~fYcHS)f<F84V*%9Z0RGsj1V%S(S+
z>sp7&ExFc40qurAnBf-`VrG~#N`8~erNlg0;RowV>v*~G2kSg>F~(l$N9z@9S9Q5^
zo1YrGU1mKq_<qSoe(u(U5!fdwFQJ-xm%M(hmOX@`tlV(cuXh&@mmwFe$LgpoD)M_o
zw=ABD=F?1#0m550xMcm<CpN~_iVE|MemNIy^h={?S^2VcTENpJF()MF8NCMOnT7ep
z$dt?0VLpR~y0YqMW_4<ikyXt>_PRe=AF(!gpBDU!>;2$Ca!DS&)_>rG#a$WXEbiK1
zc{tBnzuo65r&9Cr-;cTyI*#V!u7s(BWz{Rzp+4Wz9LMmOX4Z4)qeeZqM%g!Bu?AVi
z&K!B*XY0;@^^dsnRFi=kOTm<5w!QTrS$u;#@z4EYZB*ed73V(I0lDN1zY~1ynzfNn
zU$x2{io4CSjt(%&syILf<XbxiY#8uh5iO&fMT8CH^x-Yn=Ucn`%upqp+2xzr{nFpa
zF0{Wa%I9&GPG8D^tJb|@?OFN7Rcoh!i~SzVK9M5L7A%dDEv{MXSBO(3F3sBQR{3<=
z?kFv6fiX71`WdCoeOSJCjmj54{9x`c_IKvK?Gfp9-J0$*PZelZe4d$AVP7MwE`8;%
z*SV;Fx33&oVEs~ro|YjutosAJ`aGER?!L~f-|DBjzJo~UC)?lTtoJ%KaTIaDETT!I
zQN;A#_QN;1Ya&LTlHwM5x9{~}-e2~1=KXCSW4B(vWo;z3^^sn;tzATold}J9>sFs(
zk*<O)3yp3$+rucRZV!9SJJ!b5{^{KxEFik4vw&fGS?)I_`e!-s7<E(|8AqJe`BBBh
zmR9fb`Y}GIyL{m{Yb){Gae4eVYoPz49x6ZeA^eOQmfO0qs6XDMFOKgaD;HXuR%?E|
zvE{l4k+`qJQ>oAQwAL5<y2;RDet|x>(CY7hmZ}=r=%w80>c~c4e6PE-7g|q=pq?`6
zcfOt~ijY<BS_k=8R;B5M>t~#h2uCV?@kUqsqPraL;$k;>@((^L*X<(j{9%3AzqN{|
zC)0C}?(9gWFV={VqyDtc@p(ek!5l8pW*1-WWOQ*@CwcEr#(9^cve94Mrg^869QBuV
zMz_FD5BB(BmA!FF{M0Pi$W`^%tH+!@zB@vSd)6@R=l1tyKox%1*zcZoxez~elAjk@
z$BW#DRCjgpFKJ(@^8OE%s{Ez)a&@tFs!zX;uF9`6E1wl^RK9Y!Y;@oHqp06OmfYvd
zyS;7Xz!Gavjf8f38s>fKdpy6-L-N@Y>vY>+Z69pY^WmxzdM|G^>*Kn3IpLPTky#1}
z%AUTL%vaN*p2;wk$=YW*OSlG|e&eX$^5<s?KQZp1=aa>$TB}!EEpys4jQ-?GqXPex
zv&m2)d}WeVydgeWC0h%ztk%P;%Eqc9M{C6TQHX`&^_BK9niygg3q#axf_>u6R&snf
z(WS=y5Y;9%lJ#NmWJ~#GIk822+gkSa6fJBKtyJ$A&!|U-(wfPRrOmC?7W3(H$H&zw
zZqWl&bn_8D{WTBOSz)&Pib_nWX3lq2GNVsUsV(YhUj2DodEHaID=N3PZ!a&J3Xv5g
zk5v?H#HJwmS4Gjb>5Z0VWW63d25fxuJ*5S!&8!y$%jim?Y3-rG&LWztChL!h%QL@m
ze&1F}ln;B#$Vxwcrv|CGJkv@wRL(}OmzukB{k?^rYn9WgB%|W5wzQY8EUH_@reImm
zO9a*YE>Lab3(~d5dt~|t*#~=x`c|>GiJVzQY^uWm&3{N0#f?Yx!}K@R`15EkeX5F>
zs*6=>bKQ_2Ij^c{-mQYFf!=HSzS80>7RQa>!zyia(l}P=nf=jJCD6xOb~F2rRYkfG
z$KJ4~)DZ8B$YoriH0L7CxI#IuYU9^HFI2z(vOj?E+DG|wlEdsYVYk@}EgHF^boH0(
zyhY=h_57X1+$2^0XN}YkFh=Mlgq1GgQ9oDmODfreC5&$9iZZj2QNjRKs?m@}s)TzD
z)$N(u^0nGxaaH3$H@+Td(LlEG5nV*Aubk;4f-A7?dbxvn3*`<U;T`Dht8Vt~y*_zL
zwO<cUsTSI2<1?+6EK0T{ls|aYi20ilvtDjJBW6o;bCI#RT%wWD+s5YQi}qUP*ZXjX
z>dH~hhE_?WE4%v2u60DyrXT378TKYWUq4JYzF>A^Yoj0Zz0|vbTv>;1Y@~YMXk;O&
z^1twthw6y2gDfm8S(HO9OW%hvjy*HO8TIvE(+@NonLED4&{xb<r5QQ*ZYZbL6+QaQ
z)_1jW_t!WDIqy0BOfU6wo!I^$=c^OcOU%~l&nsp6&^|TXPS=$MbwxyjTY6ib=h{vs
zn*f;&%_xug%1aGJLpiyg@V4pe^q;0Y`vVu#ZbgisJI$mj<9^1Xo*|3%R0Wo)pVS%^
zP*M7*C_Dnb{4n3L=pRQ&??|xQhmC8WS07TGYrpANk7R@D=mn{W&N{y2Bdhs}CyeUx
z4onhX-K*|h85w3aG27y$HazFHA;{eDTWvNhaNE$r+;CoPnCP}4#N2R1ZRqE=p><+!
zf4xt4t1YeFwzM^qY^W{k*B9-?HD4KBU$pIQuI^5QGMCQmr6-<5M`eyP7lyGAx%#H+
ztgU+RXBD&&T>Ya8eeEsR1&BH#%18cKU)1UGl+iV6_o>Z!st;X*;MuwiDc<9tzlltL
z83sQK(mUMv#_)Y_`H-Ios%TcLueS_sEb7>9l-`r$R2RPP{PFJ+v#e%hZVt~Pl|Y^1
zoHqr6N#mG99hLKOTj$v6msS0ZF>ZHc(#`pu<Q4kWk&C0)rKE7IbL8?7@yuN2)RP?>
zh+ehT!M)RYaCfAI`PXa74GqMuke~EE`^ST5q{_(EipPEA#D>DhnkeTr6j8D{#{=Q6
z^+b>?X(+tC^nTNijjKGfQBSmy(Tzlt*0pPp%i8B>l^)6Lo(#3Y9H5SatwIgCvyn)0
z4CIB?>FkqkL&-6aC#enZxNUF@<o;^I3vL@61364>u(@q;4CFd$gZ`Euvo6koe7_o7
z9(7CN7|2(u@yx#%EE?CAbpu=jc`gld4&<$Lo^v3tW5FEAU+O`9AlnHV1G!2yeIQ$t
z<PY^lUH><Yo^cEnKV#9c&p)aue+Uo_#f_@6I6yRajMv1f#&~Vw?d(={5TvN)Jvd&+
z)+ClO)Y_^9rN-+7(l|zyqY_bW>!Qs;U)Pn%jap_VuJKymErp}*cADbI*^$d{bhBBN
z-L<4>B0}o$Rp$d=XWp%%f1TOH<4hIqLEPLa>NKb~T%Az)XmZ?gW(6m7{ZoqZ?dUZx
zxuc0_>+ua$lovN~!{S;K(a-U$M0YRQB~XO=n~wx_^r8l9``qFYunPF6`4fV(RpjbG
z(VjtmI8ZdGXw1?1S(W9_fudv80aZz4{_ZxjiVSJWIuEyX^Qy=>O-0+PSya~%uVWSY
zZc{O#>TqM-ezk*6dP)Bv(Xn}Tw|GfZ=<0DEil;U&s4sjo`JJ48ew<!OE(zlDu|p;K
zUXbV|eyb?|2of#Dv5GRVnHcZ)SVg@l{G^R%eJeA*)Mc^0bjnL^ZzfuF+QC}tb6Caj
zR$+>$_Cb&8>PwP?Q5?ivYz$JzvRSm*8E;gO{P5w)2J<SoniDnHV%d0gpW|fM=Zw7F
zm`PH<ywk5jyH+ByG0N_!=DD^sacw#0+@kkKMc0;0=N3J;Usc<T+|ry|^mcsB7IRqj
zIivqlC@os`mwwqezlv<rLWEdX$Z;)1!<t^@$;B8c%~c;1dCK)I=+PDx<&hR5SbXFq
zZ?q82g3NEP#(L_}ZyoE=QFX~J_C|B(WkwHA**RGBag3wJW?aURKXD!7=ummNJy`S#
zq*M8Y`#R%wBEkA@7`9&xjm$iAY`s=NmTM{etA3*DXhxJ3WxJN5uXwV&T&QeTUVhS2
z^bl7(Ww{WM(DX?Py*`N88&zvIsXo&G7<-=`&T4v<m)k<fHdxiqjCjAi%nl*DZ^}vU
zR$^$Kcl7<L*JnxQ3;Ma7XAC{%;#R_c(tvWV`ZT0&SO3t@ibhMux>9b;e926CPEVo#
zsZoC3%Wl(ul+#zeFWaoZT@P2DCq1`>ipRCL#eEqcD%#Y4L~Y~SHkESuVgJmR&0K%8
z-j@eL#naj$0%5I1ySne|O&Yd?T=!?bVnz$|xGxvB7LBS6)buiTsGezD?!J7ZwP<Jy
zV5MWQ=p*iyD$N)xpQ`L!qx7zDZh5oxmR#4CO{KRSb#0mJ+@jZDx4y-u4@!Ml=>_SV
z*0ae`Cw)JTb=9e@GZ+0RnC!~Gu5-&0)x!R6ndl9xOC~&^pckX(+Kd?E9p&gz?yAl(
zf0C@%q@2p6sgXvHQD}8lO^@-3TmPL=<-Xg`d91CZlLOm`&b<$+`mY;ymi=-uGvC}V
z52>oJEA^|)6Y8SeybC>?k_ewwc?N6zK&6cc?cLu!qw8iyS$fP;89k(4w`^u~#p257
zL&j9iw&Hwfh&~p~8r?86dYzcpTXC$O(8pPbd6qp>EW<|eTbZzS45AlHik;PZf^j#l
zooEugoGYr`{D~OjljpBwm!DTmJV#EI7a1QgN{Zy0?L_^G=HmB7@{4vN*!CoOF7I=W
z7qFe{(kFM$Th4Sf%!uoYirrrQYTVd3c)!>=Nc2uxt=ee}+;OUF^&Ndtb>D`vQOCKW
zwiEYTy2p(x8@HV+ZUuU;#uyP`&k7e&R<Wu`)@(0UiPJ?gwY~7GH-TC%zh!0Wh^7VH
zB0TJ`O8@L{dA7Z%EiM<y{Pv=m`0g)Rql2iYbt~dsDC$>7y*qGgsA7?v*g^P;m+#9(
z9YmvX5r3Qgw=TN5u_yUy(6{;TtJUU?ZDE8js6vV<yVP%8yx8a%+j@-eiD7on{`)d}
zr>NhXlebEn_?OzEzYA?`k8r+T>~!?0dLK?uJN2q_r`Bax<hNBZ)v4S}+3PPkvZL_#
zyvWY}>=Surfbf^wItt&4=B32dKje{)qP^&OPyW@Bc{%G38PrKM7uR?t%_H2&n%+sw
z5R?Cw-*yr$JDX{?-_={FA6#GkNh8b$LG=|!Sz$I}u4>QntO@-5MTWNFXJkV=i+0vU
za%E@Hz&A_9GrOsy5!MgRkUwQ+XVKJAzs%odL1)ow`XIOHpZq~m$G|n7zBryg^LHxJ
z$8AWxOe{zD>NzK?WX9<0srHL&^v!W?Y4*2lQ(0>ucXSap@pz#Oh!Fmw&Ry9%LIeaR
z(QqS6HF(%BLtRgwHNQue%d_grGk<Wa`BkD<HfQ9wek(4K)w_xYvLHfCay0Cz-{pv|
zVn84}%{9qR*IQX;lD+b~{In~xp+*boG5sX>?Opj>S7yVv3uTvXIJHnN@5UtCv`~K9
zjY;-x%5+V#XZ0PX{xG=PBpX#I$8{&$=|pA2M%A8fzsuzAWasmn%<0Y~ds{EE%p@EC
zo9xzuNp{U0SAE76a`?MXvM;+*x+dAWdQoL3*_v*XY<ssnD;3JaJ;dYU*I#AJo}#Vq
z+S`<8PO@uz)OAj>LvPEuJ;jsGQ`Rl{Yflkg=Xay9(lhO>+p=>n8oi!Zm#f}Tjh=Kz
zPU|Ha*(S2iF<|sg4pWse2245HXABs9D79C~jV;$zG5S!_xA?iXoGraYxVG4xTl5O#
z|EjVu=Gm7^Z#vB;N1gON^s?#%qvScxsCvn->bdBX^+@NIC8~j|-7?v)R*WQ*QuFLo
zVvKW?qep44qPWkqeN-my^K7_Vu6i>xmBjo3u3n=%4>{-A<9Fmwy+xN^_f+-EPP0#w
zQ<-Tt-))-Ra#L+KrrGJY<b+7ky4Py=d>pf^$AkG;-DcUQZu$K6tNm=G(5#`6YOgpd
z<d|hYzClZjSym0SZsr_!qCj$NJXH0a0#}8ey(#<j75@7Cx|}~C=Qh7ut`kk2rc@q|
z`L#=d+|buGzt$;`@AVZyw(XSYHov~(Oy`(iPm`JJ)#}FldY*NT4%g?`H^{{t9E(+7
zxXy5ImyNpE6?N#Z#lh}zlgh>&>WbU^S6O|GXlze=SoF1ueOF~cKe0}fT$9zta(>_3
zUwBu&oUcmO?{^))R;+#wTzkuxqMY<^Y4wnIBe+W8!mo~)&wFqNF!8jxs?ydQ<F5v0
z&tHsM8*_7*S{15Rb^3(q&OeFi?x?emm#FFP*3WEpo5?K?W^m(Y`PKjmOt~(P4G_!3
ztzYDTN0{kq{UYZ+!c6z#RW;KkiZS`JQIzlz+Ev*hN_1$rfUHZ+Y>%t5j6<*CHJQw#
zYW}ZWQLFeRzuF=C>~B*QFsHSjuE_F_ih(gr+}5pBDY%NN_Ca*V<(G?BMR#<3UqcSO
z+EdR^KZqM#Re7uLYxFGxU0XD^$W3iDZ@pi)brF^2=Z}hod|>Q9koznFm*wLFnYF(7
zNv<6z8inoqNiQ;=PkHL9hY#0!O{Hr!&jhQ_*ZS%uKgsh0#fYAEHXDP>=-z&+dOORk
z?5I|*E3;C+Vwv}ooHK||r(VCvZG%L#<3`5vi}H^_Vu`Tk$@$SDnu~#x(c&@j;U(E-
zFvr&HOLG2T5hp5Nk{1RujXi&nN;p3&sw#1;mY&AiUXt^Ma7K?NDt)z4)hO_?+%<&k
ziY~~TLzu?Cy{soxpIu#_6^C4uBZmtA@L3o1g!)-8@)Ac`b#))ZoM+iZsz{a6HI3cB
zAor58s-IiRTNmZ|q2lrC!+tC_?qSfM$Mfr4ltW`gxS05(Tpc4Ci8B}Eo*36uwfhIz
zco<XFQN8YEJ`{HSQ9dz@QpWtC*Kdc)uk{7_(lDl~P_@n&ia)8euKCB?wdJ$YTkhpL
z)4c86qUU<iwMBKfk(<8d7+V}?7`<nor+JR4YPvJ-8CAEJT)F7`La);jwPmSWE_ydd
zlS`@jXMEWhp(=*^^wU+va7;gSRIVXzY4pne{e%2sIM?SNUy#>_i>`HUsk%B&?T(Lh
zGje735u!oW<nPr+V^W#$gPcA>JW^+}djiL#^5ge1TO}wt?@I7huKkY@qOvvAN8dMP
zKBH|SrgQeF;G8|Sey2X8Jydo1cdm>^d@r9GB?3FEGh1q{QnSbDZ;58i9u+bjm8q!G
z8dtvhq1XRAd3Kbj<+$|u;helN$~C!scuv+B%`w>ZyzDxfjyZBpk8Lxjvtj4lN^nel
zJy=<Go{3_eV-)D~OnucC#_+qP`q6ck3Md=(ma4H4^;0uyQ}c{=mll@F_ET5ft>4?3
zXQo?4LtYaUD>jK4->PY%p}79FY&}*quF~Oam9IX__<bwKjTMiI&%cpxjb%o8_G^7c
zvFYcb=f5)QXPm_JPFto{=`+ej)$f;_{jSd_k!q_EThAco!3=uptIqdpp+1nQ50OOF
zZx`jOea2@1{UvJh>;O?)ZXPG*i0~ZgIi4wJ#8<N2c&3~mzBWEw%^fc$`EJi4k$JlL
zTwO7#JQ?2)e=UC-&ped*CEeuy3F|FZm|Z&Q8`*Dyh~qT+)&xFN?Nb#qd$*>F<#^4)
zmojgH7&5Gv+xA^&$+oZCu6tgsaKC&@Vue{wC%w0wbJ29ymPTL8wG+kD%stjgqNxve
zwI8?<e*d)GI7tMGbGo(bar67xe~7lnh~|-Wn%Pa=E|*_S5?<D4W$q*q<1vq_J0J9Z
zRt}ylT8jgptBmU!&v|eDT<)GMn$Q*5lSK=-t5_`k<3wZVZ7{`PwZYyv(SU6y<3yu6
ztyP=Uy&iT&=7hz@-H<(}w>&0%Y{Iqeu=8WbBI@br>`h-3^L6pFmV{cYIh?8PN~>KM
ze2Oj&V3mIE%=o;R_hTm1(4**gtcg;dD2`lSI^(Q@>lUle>EbEQ7{PiuD=c~@XPoy-
zKRL<O<DykHo+*F4&noT*IH#`xMviLwy6BAkDfM85ekT5oMtnSt6#3iF$iE*G9c}Mt
z>s$3x`Wr_0uxiW8Mp!@7ZZg7ptDaS1-beI_^RBv{@k~}bM$<)=zAGhNpYJx_Lez?B
zZY%1m6*hB7>X}qhYXZ#&wVt4nQLBF{m1#w{QuG@Cse0TT#Co-Vaa*C+{TsIxdILUH
zd%!qDE%>5XwwWqgPR^iU2Ezrt-)@=b%MN<0OWni^udnyD-oTM6AM+u?5TlDPsD{sS
z&#TDH>-s7A@l?^EwU=9>i+cXXQ;31?i7J|-ar-G*c^Zih(-V%8Qrr@q(@QmL9bhIJ
zdP<HUkuAY3Q9rjt$?l2Tn~983S*ocX>Umc4+|t}FuOhb=^l;DXVKc8odSv<AG*Qo%
z`<bie`$>3JsQdD+=_7;fj@_qs-ddHrv2!M<%w178m5n;V74@OgQKvYf+8n+1kSlJb
z(s8>u;yR*Maz(wMy3JLC>Sd!|P%Skon_fEVl@ofq>gb6ts8Nybin}`79xz?-WcV<(
zuGEv^bK^zxnr1)#ss4c6+CB#|ix$au;zg)q{Q<}NTZ`oFc+s5`TAL?yW*fX?aQg|t
zW8zfAXo7xp4C6UQv&N%O$mp4Z$HYs=2yn#+D!rw=Ym3(jxs9~q&T)BQrsypC9+!nP
z#na;BqjJWRqJgOXsa*4<2&$5w<?Nsv$K*#(iVrKcJ;o~a4jg%S7Jo<K)mfsyRlQ=n
zAMZo&-<Zj;+z7?$awGdoX3`U);bD9B9I@W&!y}&$Of@GnjHxC~S4}n1{}k;RGg`C}
z?IGvavCfB8zx{}6>EDR);Obi?4?e8wsV6n(o{NW6v9$wv2Z`~uuJiWmR7XDMo#qiA
z$>*MC>Uu^`QCH@wSCm8_lGmOV14Z;fdFB~zG`BTP$WY65%GXr`=I)1X3mx?>e&V3M
z(yw08A$50GJ-f<-uYc+lKW?c`)8#AYtlkaEoiV>BI7U2uYq=ffn)E}m{ai7ChkKXK
z6%pckru=xWSQ0v4MKq80mk$>6;6a}Yj*F0ssyeG!X^xz(nevHw+$}eYt0Q;J6LqUt
zc#YMRYB5LDlNuiK(|O`WG2kOPVLl)FR?2tgi`p6&0jhd+<i+{oC+*Wi`n~qr`V-n7
zw<urk-zFN^D=rkCUgE`lvc^g-Wk27etScW*7WM2iSBkNk_<Xnge2thTUV2TBVt;(C
zSS)zFAb*_*uCiq})#Pz>^9f8<TKn}P%#&j(|K=<9`1N8UFZ6s>rS!M|x<ObgiUTjJ
z%gF|^+KXbm==`#M){EkAtGKa6KJk)RAdYO6S6>pZ)$aVFv;Eb!s^IbbsV~agyM&+o
zI92e#a*A>5!=9Tex>;-Qlg{YNUofJ7FJ<d(B1p7*&OTxr_aCf_?KwNdRBP>Z&pG2x
zN-^Rde2#ZGP<rNi^|inhk7tOYUk%v@y(*>)u{~MUZh$PeON5E1HmWMNl#_Oe1+@#-
zJ2N}7!N{!M235}h?U^-Z6@y<_Rh+QS8S^1M5ufbWsVWAP-`tW5ge$8g^$f9}-OWuB
zDx1GYRd)VrXR3i~jQn@4mT`Nj?4Bh1#l0d`6Co??i}#BUgkQpP6+?Z)e@=DS+OJ(_
zpXK)G_ryLAv1joI2gGyMRu3gQ^R2YV$aj)jRr;^7JfSLfa;`l5p}5_l&O&FB0zG&<
zKT@emTRV)uSMw;>)%x#!)H|#5cR#~6-sGol*w>RczF<K49ul8uH0{Ss(bHP{ji;UY
zEmm=<@i$M)@WW!J*Uz)`wCb<dY?Rg0_@2Z+i$~GxrHL9UR9kK+Z}qfSIU<6rWEXx^
z^tRR>Jja<`&{IZsi|5GXPsEdA-4piWPsBsqD4XewGvi4k&L_N(@+(Hw<m2iqsOfU)
zadBNl%(TxuA$Y9)^%>3tiSb5)oEb)fAty=TJJmkxr0DA@c8<3nI3t>9wQo#xrZ_su
zNZ~t4rRXRojI{^nh<={p=V3e+D8lS%=S5Wyv1^#@af{addV@#rzxz?t5Sb(F1wV>M
z%5~T@*qPasAx37IYSmi((t(|<e=Mr~1%E*)=uy@ifAEJFW|ZSgwOj9riuQGR;^B%S
zsjst$1|qeeta?+75#9UB88^j++Kc--3mN*bQOKKp<@jG2hP8Uhxxb3z!Z*@R6<<`H
zeg3xU>^FNk(=6$2q&e41w*8IH{-vw>hKKJ;duZkDhkp~>RjLWUt5i+9J5$}$gS<?=
zyF74LJXv94XEsrNS;JHFl{;>8Lv!FCqFq%^B+kET^Osd#+97J&)BX^RthLK^b!K*6
z4<65N+f|<XQ_QT;tK$QiJ@FUcbS!IcKlhj5Z^<kRx1al)PwXBa5L1TjwR%4{_K#|^
z-hI)!_L2_He21xg7?y8!kYn!?y+%9x{QKfN;W7Ln_hj>}TI<^W;m%~g>%rsskA};S
zteUTQr?vdfs&y3Q!(}a@b*h!vmJcfGuM$l*BhF|o#|y2Ue%4&pR=yy#;D?8|R{8N!
z)%>`6H&iW`{i8$^TCvs`4IF&>XlSJ}H4_~PwO7=%4x08t>tcDMpH@e73zM^|^8MR<
zPc29<@BJ3?HBW76?VWo5`gvonUi9(&FGA&@YFaBft-R(fyn^kE%WF-o9`CoH?Y5Uh
zpgdJUixe-mve&4ny=e8g-_pHL=t>?kucS3;b0Sz(T+jGrqNx7-U9DRCz@NGD{ETrt
zDo72Vr$kCq`>x7bve0%lGpepdH7}Nz>hM=UwpX#16DJ$1hV<6k@JfLEuqtg>ALJ}*
zax<f-LqVzyJ;k2^lIn-Z%xc<S9<KyAnsA{yO?bAcqzM7`zBRM}t9Yf6nyq*zM@?-`
zt8W@Rb9}Rjk)x*6E3eM7dY5OY^WBVw_C~d|lJc$g_&U?r>KkdkRjW#;DY!>tyZcDe
zG_p^xug$S)vEF6_)$q69_tREc#g{egs~T#rTSbeSvW>sCLfo#cS5}_)*NPe~tIl<A
z{p<Dmul_V@_0Q_X85j9P8ns%#!NKoWX_hZHv1`hJ##(ca?ZlQPjkOl?nZ{c6nnP--
zO7RP(BNzEZcRZip#J$j1+fj2z&C=_mYuN`h(QY$wlHS~tlWM5o@%)3;Wpq<5LKIb&
z>zis}VnJnjxT&_H{^n{bkJ5kDN-v~SbvZFed$m?h)zXC|RV(HP_SP2m9?i5Tt+ne_
zaTaw`5AyE#Dl)4%MXjn}6y;e#6%`~$x6mfkZ|L<e%KOwyl{eKM5v=hw_mGOtY@1b5
zL4G}~R+Zj0DOcGwzj&x!Q&;t#{qqoQg;jf~T(Nz4s5aAD+uKv6arIml%lw(SD6KiK
zz|*2b=azF86Q!b3OqyC{6m!BHHNU1%jF+`o+QPH}VtYAxDokrFx><~7HEyGYh-)SG
z=r&qwtGKGEz28*sYOC$^-YA^K>whV%hsJ(w^RVVEXSLI2ic0*zv7Hv_oo;nT)4M*7
zWb$?ct+xHqaIKYx2)!?Fb>WcM-BJ6x)gwhkj(zK2tb)h$=c!ettNhp&s(kSe`<_l5
zHsattI~iE5t-k%!nRxGCMq&?T>BMiPk~qFlHtecx);j)P<T{wODZdpNuM{lks?8HQ
zckENTY4fb&-tY2acden=diR4K+6=4Kl|&coTI=aU`o*5wa>1AE4SQ*myhr|~igWFe
z3WY_kE@>!__0rC^YIDa~OHUP@CXQ39O4oAkerkE_hNOv&<%lBo{-3?I{z5dnC1>~3
z+Sn8NYFw`Vbwe%97dH#|hEA(1Qf^3gRDf*OU*o5tH|&r0*S1(Ie|nwljr*1I%xfY*
zR(phg8+P43>=7;8TD$vIXNA1485N4ZDz`;xJ|ZVibyI!)V%`2@l=hlcymm#tG)PMj
zt*^)$(OO&CYLFH$Hsl#A>*cAH+2Yg{c_CVRL-=2@uNka8BE-;(MuZ<Os0a<@^cb!2
zVAqGJk*XIS{ZaLT{+pI)wcORU+)pjHaxHgM%MD!1&DC<1ALS1*T5ByN*Vv2dPtF?|
zveDC6>CFoy&#aV>4kKO$zj|`MKvLUcEU5?^SILitX^pg4GeWg}ZW*<A#XGY~HW*I4
zqVq;ZA@1?MIbXzQwT=Aiw>m!XT-55gKyEs=`ZYGd61A@BnOM1ExYkn4_)fkzTzkUa
zV}xcEO*wz7e-$e}_4tCvo}AMB@tFxN{9F2$TB;;_jM6&WmyFUHi`oxFRmts*VzmrU
znLmlMlHX+Q3Ge;`WBLq<={fX~@%;x5jR~{__I@<dzJ0Pb(aMt_7G8(14UqmLG=JIe
zF>Qx!dy}3j7fUsN!y}CiCzM&vHkaQq{l)az03&`AGo2&-oTneNOpJf(G0W5O@hbl=
z&5U>tm)2$}v*Q2fW&WDd|Emg&4WdUV|9`ClP0X%+QDy9w??Q9gvEE%(zQujT|IKpi
z();p%(h$A;|4Bks&;NyVw$feoKOGC*%XIm`GRyxmU)#Uw!tegmjQ&MF_y0}$(Pe9v
z{%;bLjqg|vD3dNM$liIn*4}En(bMSSl3xE^wSUgvX8CUy{D01$0seoE@L%4p4zU02
z3e@}OuKvez^aH&0ze&*N-)#SP4H)yU(>Kyj6tl}jSZOZ5+{<2RrncB>3mj*R&OIXy
z`;ImIyUg;`QO5cx(`BaqqmA{Mrm<s;<$I<t#2U+vd}mI1eCFc`^DPqx>h-f(T2D42
zboqZGd+Gm8!DhK?l$5PNhl&4Lj|}?{<JB>H_Hdc_%UIS&=?-(l|CUYu^IfTz|3D9v
z?UDa<`G-mWS<k)djAu@R|7ijLxAE$g>GI}fmb=*g^RCj57e@t#I$Q9cwb+r);X*UL
z&9UO&+46r_;NKHUSFn=V12Z0*AOG0Qsj}oLt&?q`xf|9kF(UuB-1N`o*ew680{^po
zISBr<i2tQ{>LC2zuE6X6+|~bBj(!sO=-(vx>fdbtcMZ7uuhTcu53Q0i5o()*vE>r^
z<ulqJR-66gTy8Vi{(9dSqzlTp(p-Mt^swp9G8P^%(*G;Ve^`3^^X9Ut&9dZ>5#e9i
zqRjUG=CVUA(@0;%G|05O>3q{Mrmuc%#5atvSgIT`R@5;KGwpA>+H|(*ilavS6-VXP
z1=^J0ik}+GPaHE`Z~C_B!{+un$7JwAZAI|*&y09=PZ+K<73TU=rf+;E&#U;mvyFKE
zrwpGrtz@pxF?}~%u1VBpwiy0}5ij_(VJFjlrpwIj6XbUbxvA4_kv1gw##tlot}}-9
z&E;UzdS4pr|2QiTF496<=6z)>&oSL#dd}1<$Jl=TtDf>yq88A8O8k=(6Zp%9>fea3
zjg1%0NJXZ-%=L>*$A2xSFV;eBW4<xsKW4hXbc5+Z(<swf-x~3sK4+F=`p9?2@+YP%
zP0O7(*0(f$e5U_^r=FbIx%2Re@lQY2*<Qz{_0(+58}S#%_&3;;AJ6N{KbSV~H<pu4
z&zepOFxD?zWLaqO@9b|`q$jfsXlktAX8N;fXppgfmTAXk`f_E9%?MatZYD1;)5dkK
z)X|7I&UBaQP1CSW#`Zr=yLUF0$99$rmTT=hw|&G|jxkL&%`+VkWo)ncsNpEnxsTef
zE!Vb}_g%x^S>fM~vBvgmrq##wdhV>XskUQHZ>%jZuGLxyGwh$NweaP)2<l(%K*MJS
z8F~%S)79I!+E_mNq>*pPEW^?AQnJ>p{uy)g5OZ^?>AZ$UvDMv+;{D(1U)Wp59$sL&
z<E@^miuKQ!O}Mqu*xq@Q;e<`b_E~0Gsb&>_HVv6$lohttXrljmnrMb65cW08RWBh|
z|N5Gm<#ti8I#>VHd(YLsU9Ro=vg3af-shD@{PQ>KF-vb-1L?m(8`Z&FM;#o|bscH;
zo7?G+QrqRyb>+Ne)&{M1MQ03od4tx$x<>kL)EZTE?AA51*G8>Fd2>-(50|SgpWmo?
zJJ<BImiLp{8?`ER%s3OuR7F}J@vJ8+ZqmZan_J}US>=7@=uKKR>smQ|lh(S9x#3pX
zq%~%hr<R+v+5!I}hNGR;ljXflS_j*<qLLgQxlP|yRN}{p=9j%iC6V~hp`wy_to~_H
zNjlCNRa}yb-;60P@!;=oM~o{j3Bl>(i%VkgCrrS^2^eXye26J{8jHyP9{RPiSiJbE
zJ_3C)7HuO5Boc_nRNR6YxF2)zKBiD`-AQbxfCH0@OS147=3(_XDilV+7=rm2g99ET
zU)+SL7(0b@_zdRZM)YXIN1qb}LfTj?PfjHvet-%1^R(iUGz@*5gxC-Ba6fvqwOD?{
zK=hhkToQ@C7>83Z2@^35w_q0D$2<(-=M5hGwdT<n*p927X#^r!k&bcb#g876FbLDI
z2WDX!=HUnE5zdJK1MxmaqTdsw$G(_^6EF>zVHR%0Jlu*N{3!b<2HFVRClHCD{8A$h
zBQOaEU>c6WEPNXCFbO@{TP$ZV5P!!=4Cdz@ao87=Fb30b5@z8n%)^zlic7pY@MHkm
zLI|8A5QPnA7nj82bWFx1+>0kM8-4h>NddOyw<g{lEtV7v$88vc`!NBJVhVaEFqUuv
z=HYbo=)_;S!a&@gP;4uSBygS;ahSo+V^Z)WrlTjnk;%aUScogoyEC_x<}->hWC5cX
zZ(<Ub=eId&*bTF=ALii#^yp%-?887jfsuG^p^btG6tW@-gZMpA8ji*+Ou#(cf*xFS
z?ZQAjgOPX*<1mEZ6D471Ov4G7g<G%yccT{%_O@TlV8>{T!nrmA@dPeo3Ra>*>F9?!
z*bfVFG<tVquwppw#TfKmN|$2@rr=0S$K{xV+prM#qjz`8Sw_#H$8vfOZ8Zrb5(vXo
z?2H*0i@7)*i*ObC^{`krV+0<+SUie}_zR|@cM|EbG3H_v7NH#jnWnzPNG!rQb?d|T
zS-OrDtuPI{V-_yPJY0nyOr@JK5Km$x=3yL)6{N>NOv722g&`|xIrc?w=8|X($9Rmv
z1(?v=X0g0LAcYn0Vmcnf9Q+dt(Q_3Ua4Pl3aO{jRxCGN5wpbRep{2M3i?HKbdWzRU
zOvgk_!BpIb8Tc*cV%=oo+XxI<N6Y%t!u1Ra%-TTBFli$R@z!Qqgai3~U;*w#uL11q
zml#ZV6r*rvDq{(^zs%u_bGA`IoVJ|;@iZ3U@Eug}5!}h~A3@*%fmp2c23?8U-sHH)
zoqOpCwfr^-)$)ES8pS#MJqpBK=~NWIu~Sj3evpb{;UOycC_R!vk73|P^cYUV1YChB
zc;+LH|8xSoGbsoYKBgethJFJrmeiwE2rqv^g|OqN#KWV<h=)I;-ykY}oI#0`PB12L
z-YI$jo9EC2n20$T#ltj(_yKxH6aSoz8WKqPjvC^c^XxOcg{e62d-fR~{edpTz#l0X
zSD@cuT6%@Sh^zAHdQ84b%h0cYbm)JBL5v=^>5(B8OZXki!?@q+aolG6gBB84_80pW
zL+??up$tY0$GaGV-hb0|I1W>=eGx4~QB1{<S)?Q~hSAPjLE<r$cVVPp5U&o&zyX*%
z%woyLboAlfG&yLCAW%r)0`F1r8*Z`e;hj8jc$v2gC8HOwbJ~m1ytOI^Z}6t9B2+Ku
z3mm~=%DdB|a0kX?7AB*5kK0}>!ff>6<!}YK0=-7kqZl%h<NqdsC{}p!y21pUhpB3r
zSKMV`B<A6M^ccnQkAZj#Be5;7EsVohOu}a{4O1}-JMxCaJY0Ytqb-(KF%oC+I>z|X
z9RD@^=_*z{h3U8sb8rt9qE`StGls(jBQOzTaVsX`Nle9in1PQrra;_*Ua<@|48c5%
z!o)xtirX;7M&KTSbj)Z<!FUG?v2)P<67R9p9K$gUWAH>X3RdzS(KI}dSy+I1XlX%9
z$1yixAYQ~M^yb~E@z@uWaRJ))64*x|8!ux4hP9;T<2eCg2wub(Y{(l|6L1Ko;11pd
zn}xaPF@fs{Uiun>B8&oY2gajM8w$h_+>1*v8-2s?+e!)v^x_4(-V-@xVmNNZ7`)$}
zmSRu`x)_^xq(Iz_d6?OSicaE`-Hmj3rYE}wqaqm#nAevA@jhl_-G^x)uINX3lR3Kj
z+t{ZB8b87y!g&L!DMk$<A-;>*n2iN^nHRQs$1xrAruH<n3}-tY!$RCVlCkm_r{+-%
zGCY8BxGa`@)p}kjoR0f32Xkx$3JGLRB;gc`rRF3mgv&4vGcgH$CQ~8oi`jS@3o#^)
z3Qc8DVK`pHSoEGkI*i3M%)o3MK8<v^8NH`*{QJ(JKmsusiyJW!^Dzx~&m<uhU;(PX
z=i~J_XE+SOT#UjUv)I?zel{(|Y}|{Ub4ZU7Sb)!<*K~_zJ%&u@_}@h!iWQj{kISB7
zaH(ZXN3VqYCAk=lMHuolqk0BCfsr@?<8TfpVG^cc0cPW}XDAr!&ZXdZwqpq1!l-x~
z=jeG9%!(nHjM<ou(eo)7CoN!fKf&NzL_*w)QJ9JG%EhF^UQ1{()?Z42I3B%bS}dn9
z1S>6PP~&%)h*}bZ+D0IlKn8lOU{qr_^mvjFBp8Al*0O6bBAJ9ZdJ_fVD$K@x=rxPO
zb2DQA!!QPWVFJcr3Vw;{m?&u&wts=+-(xoWnm{1V+D^-`U?&N2a~cWpBBrbDuQ6(I
z7ZzgVE(Yx!dH^GE@oshnX1_s?VDKI)s+KVacfUzG411S!PqF@ej{iskbL=F<!<d9c
zn1(S2INotF=3(^@X=wr{nuD|yZylm%a9{>KgZUqk4o_#24m*F!uE5csG1{Nz#B_>u
z7=tmm`;?7@1T5L?3k=2#%)mTMIZc7jaE0>)2{G&p32_J};1W#1U6_tJn1lDwdoEpl
zmY%_57>fm%hzq}_XK=dh90>^QJkRLHZ1kIFu~>g#bYt}&8Dw|_bCPJm1-cNYp!c&D
z%bOUEH7=6jRgMbG#xa;4$>7BtoQs9H1HJn&X<<0p@(9EbxQhu`{Sqz0KupJun1g+>
z5T8cxzD!0Kj^{82J6|R}j>QyQf$5lzId~omvBFQJf0zp$41bv8e;$DtR&2urtdK_r
zDgs9I<5xBqixaRQim`x^1DW434iDnqAyfpj@h*DAa0a}>pvJbCi~X<&x1irJ%K4dm
zhH?CVKp>tK*=ogbE-EpQdEfgN#sIThC`QC__+c#W!6eMVY>xAbSioU;7Yo_<UimbD
zT^5ZQI306w9v0zl^qbEW5JuPtRJ=;Y7>bEF3DYnUvv3RMVH$cYpkNHd$ZJ#>XJQ=Q
z#3Zb6o%Glqvv4xzVKRCwBpwE$rGVo<l7KIPcpQr<7?0_A4s-Ah7UH-Y)I5>%0!E^^
zNx>L`Nw^o&@H}Q=`Clm*!_Z?9=`aw}FcLF=<@k>$V7*1bSRK<b5p!@07GfHDFJ?N%
za4f<Y9C@2DgL5zilQA8$Fc-hXA{2M1IJ>$zMqodT#Z`CI@lRkUD^f8FGw@5y#fw;k
z*U)bXUHcmuU?j$3JSJi$redW+T8`~74|}4=QVvH9#HTS5H)0%Kvk^!p;PE@77=1At
zJ7NLGq1Q4JU<kg8QJ91AcpH<k1ovX}UDD$?EWkI=YdH<V5G=qbtoaA&(H24=nLr$-
z;~dPv&#(}`MeiiK?oYZN+hYu_!UWujDR>;yu|REqmJ61@*p6YCf&(xer(h0l#=>Vg
z{`V8`Ucng&!|@izVC{QkfPt8Tv6zm_FbC7H5Kp4_O0M-V9DV*KJw{*xPAXzhVj^ba
z!D7;34tlR*-`*t<zKUzW`y|96n1Jz^iu*AOPhtU9DIwu%u7EHcqc8>&F#*?L3LeCC
zypB28+)`3fh@H@T4TBKFZ3NN@#9$sKU~OwjNeT|Zbew}ZxEu>{GkUM(;u6F062@Rd
zL3-?lDHx6ExCwLcG#26=^iH;L1yWLC3nwsxKn(821U!f-co);r$Ab(o5DT#_dat7Z
z498@Q!E{VO&vK;4A((*+F&9^35x$Ck>n)a#%9YqkA_$ygMJ%@UEGbFCC``jCn1vr;
z0cN4s2F_p@f)V8@7~?SkKg3kLg&DZBLP<#;W~0YOc0t9Gl0Y1ZkvOHIt)wK5z)@Bt
zVf#w77^_vL#<&lQaEBKOH_>$%i6K=;hx0HAw_+OpiP>1QDiy{M^x8}hVK{EZ82khi
zu*gOrg@8{DYK&o+i;L0YIVK|vMDLmujJ+@pqcI6nF%1hb3wPC`U`$7^6wavL^b{sx
zERL;BIxNC8wB7Wf#sqrQAt5HC*YmU-L(r=(HO3%Jz#f=_J1_(HVJ?1)MOeKa`*sUg
zQuV1Y+A$tK#bnIEz3A&lxm!5?^9U5M!qR|(B^xjV!!Zh9z<At)$#?+wqDMnAz!O-A
zx6%6r&V(3_^%_xeY=;Rr5L0j(rsE5k^8&~JE&_$DIE>yeGJ9b-7Gez6^d|!h!xS8V
z>6jWo%kcv&Lf^);d@K7LBd{CB;%-b*>zhz<jKpl5i3K(S$ppM!B7;B*#(fxr_b?Gx
zG-XudfFSlUZpA#zK#x?5<q8I3Ax5HCb9xMeFd6&dUYv>9n1Tfu(t_jP`(-Yz2!!Jr
zj6ttpT8u%Mf;})DH)1Ys!y-I^e%sW216qtl7>iLYX)%t*G+d5ZxEb@%JA{gFr$<9d
zY$bsNy0Ib>4`Upj#w7G?MFw~?l$v9u*3=y9qSp?_2!>!UjKTzr$23gFi?|m9!`Rmt
zi-p*?Efs%-xuLC%niH7CidbBXiTDDh;=7oE*_ewzV-fnaBZHk}j1kxkV{s%V;v7uH
zjhKOZFc;5Y5jGAd{j1C=wufjrfpZv#2ij9}tki*;<A)uoIo`rTtl5b{nr5;1V>oWW
z7~F;l7}%LzhAS`~KfoNU)rEr9cJzDAVtEfE&?X|NIf00-bUALrG<+Mg@G$1#ee~Ex
z*LP#EVH8H<Y>dM_n1l)4sW|S&Y`lO4*scc^f1Mt}aNL72uXFro5lCP~LNB@u4`K#-
z_NL3QaU=!r<_v~`n2wQHvk&_kBQY6ca4-IZ+1R!(1!Mff6#NF$Glt_qjKLgCc*Dju
zT|c^v6|FEGr(h0-^{2})4*m96EH7aM{)%zvJ%AQt5T;>A%)$Yfhq37KCfENMi2E=S
z{h~;Zp_pVN(D6}fjzcgT)3E?E(Q7Y*21D>NMq&6sYL2Tg1@kZ+XAh#{xD5;O1bV;4
zMJ9%$M>H+RhM0ghw51T(O&}dVz#PoNLhLb^4E9km499&#7%O-f6Y)z-#XQWw`<RQ>
zhthKxjDBx3wlD(wVl0ltM4Ud9<3E)^1}n1gXUxNDF?8L2i)AT>;CYO}LQKG_!)Q7B
zVLDF194s16#j*VeD*g@)!Eo$0hJrB~6LC~5y9`&va{OlzIM0ea%tMcN`Mf@sgm?#I
zFnt^e@iwMn_3^YA8)7bY#3G!5e(y0iU<7`Ku_z{x9t$Q?Fa}SeT#U34$RjWhJ<{2C
z7>KzTiFYv$gC{dsa1f^9D$K$;k1<wo4|=`Nwcb=Jjwdk&Q>IZcp1@SRi5b}Iamq#8
zGy)zUaCl)LZpKJFiE;ScbPg~41=G=M23?IlScn7B+s?F#;rI&1U^XUTw|EN1qnL#?
zpP<4xAH5E6{I4Vsa)9}ICZijhVLZ;mWL$xJ@f>F39W20*C&}PLdJMy{@hrL;V`kG+
z_yVS3+c~6D>l3Ij?m+K@d|-K+U38G+-{%<;vLXx<u`{OPRLsC_n2Xo22*=H(!iTu`
zgHgB#<M9hjM$0@Zj6s-<J+J^5pjQSxjUjj!V{8N#%%@=7hpBi1Gw>Sb;yo<Fzy%Dh
zk2s7H*+sY+<1ihQ@cTs+jKPa37$dO&2clOdm*E(K?_w0*M_W9BIW`K$6wJU(%*CIu
z2)&n3@W*^|!3dm!vA7WvF#}U^`cn2WCSe{PLyyCpYB3P+U?kREM#XX9GLHXb0#C7G
zFD}Jw{1OYW0KJY-Qw%|`<<uO5FdnC3GH%7aco?(MFNyRRie5+A1sH+@F$xnf9`_{C
z!W06Zup%9Qz#OdgEQ19j(fbq5fEbRs7=xCTv>cmbDz?WAT!6Wlzlxs2EvspH7M~$8
z5|3gWUd1Ggv8|!z1ZHA3uEGL*4ZS{PP+<sK)>3n9jPW=clQ9AJ;$qCkH?aUOqt`Lc
zh!}#N$)v}27>_+M8Ep#)>?IJnj+Wy*EW~Z-eVl!U5m;wE`y8V&5jSHhdTyX#Y>ovu
z1iemh!x2MpH%8%UjK^LZNrzK0;{?b5(*$x^u@Q@KEBbv#S7QWL-bBIZhl$t=Q!xrN
za6RVY4lKfp=y#G9ZYDjh!#F&T$#@g@V)f^!_(>Zl76OH=xQyPXm?l%$*H{x{Fa#4Y
z3R7@2rsFQm!H=;JZ=rWKlhgC0$GRAUqcH)eVG6FmbliwJHUjSxC`9WPYW_K+6eDpG
z#$ggBVU(oiI2^Na9v0vV^g2xsU<e+@C_Ihv==%aK$9A|E<1ibSp{;;GDgm!AI0`TX
zi!cg3UnB$c$7Jk-dvOkC;}R^uZRmA|eT^X)xRvzS7UQu8CgV*^$67DZa<%>?j{iae
z16kpHmdOUg@fVE2nW^k^+>NPt12eGc%j|O;ghhA|1HWXx$4ESfap=2^p2HKk7rnPr
zFgC<O?6IBW-}@^nz>093hA}t?6EFo+@EoS&J<P$t9b|z0(L0CZ9>Z}5#^7a4z|dEy
zI1a=NjKy5shDB(%5%Bw(69z`0=T1gD24W(1#8g~>8Mq2_F%^q&7y5m}i3KAtFO8Pt
zeN4jPuhDYchdKBS7GlR;RQy|x|NaER34Dfe=>0kgu`Q-yU(CWnEWir8+1KYdIxqzL
zV-!xtcsztDSnCZcj1icN+pq}VM!)a4_k$7Nar}4PLqb-p!ercqd+{J<<J32)F>XTd
z^IVu<IG)28yo(7~cP|BFTTI94n1idZ5ci<>_vHH)>G2N6e9!S8xsME3F$7a^GN$7q
z%)w+V#B=DKOV?sJ9(<b~!^@b2Vn02GjW7$RVjiwQj~^II7>M6sB>swVHUj?dkO78b
z8b)CjPQW~@`Yv7mBj<h$!I>C?2Qd*(U@Bh546OAYU5=4hgj3M(0-q%@0xx4Migb?u
zL;}?bq+%<~zzEF6l~{ydpx;GiEsVfFFcxdPPX(|Srs7kWfzM+u=3^07|A6$DxWd8+
z?1r&8=7SPjNg{#itVqT8F$3>oE)KAh0dB#-%Y3fKNX*4Jyo*U#{{TIQYcLD5F%LsO
zr00I(J|ITm2N;XLU?Tb-v{5jDZU-qChhQ$2phq6F+93+Yei(_5VI01NNq8L7uu%qs
z73X3h=A!o%=J$^nE4U70@D3*6^i0MYrr8Lj6F7i581gX%|IA^Bfj9vpF$d%E3MOOK
z!yF|TirE-}1vm=5e&L~d48bok3NK<j-os>Ud4%+6izSdvU?vu*73h^ug)js^!zc_r
zN(Q(Klht<Ii$gvkJ<h`dJc?dd+4mTNjk8FP{V*PvVKVN;f~ywI67i`#pQ$yo&X(e1
zEy#LOw)j|UWc^0=SDcWyk7)JFrCHc_a<y8MBi}GKe5UwPUR7kviifoxZRZu0wDV*F
zk9j82(z9yy6{2?)&jHEWat|%g)2n=iKyr!Vzn2yll?<#(yo_h$!oym_7Rf~=-&bV0
zaIPy|zvY^Cx+1B#@*qvFmHD`xyjQ6CcF15kW=m1YgcQ=`&MTc}Xo{XjmBl!)BnKCl
zOcBKUY=!J{M5|ZLi;PZ&m@BKSR4W_wuh6=<B$N#vgIBt8>q89!t<D;xl1tUF;*$B~
z>TI1zaF&+A_NnrfBU-Z-32lo@cBt&0a?4IN=s8z*UK*Fzs&^Y%&&wJ|wMLaa!ubsw
zd3&s+R!6l4mHRnXtkqZ4s}@TU$*i2DVr^I{*AmNmOuj*C>kawYQTF0Sd0Q>5ku^Rc
z%Ou_z)=@>?P7a@F4O*nI;&rv+RkxbaQ1P<f4!x^WJvfEQv!7^nYK0Irk&1S1UtAKV
z8ub23`Q|5DQ>}A{VmYI-N4;`h<=8LsY!-tggkY?^t%6Ym(`1`0YVxietT-%ZEB47v
ziu3Xv#Tk{b5ku}ah?*Vc$uBiu&nSkFzY#7MPdHTGK1QC&1pQ>26I%W9dkOaISS;Tx
zPYtqJSR&u~l#CYe*Nh=S-c}rtHIBg^*+#Kn4pzJ?XB$hK6bI!yigbBa@qsF+ku^=$
zI1cM&8^snmSV20)QMpO6U%sQ*CeJE(_o8C8tZ@S7sXD4$1}ol>vlW?glY;UTyX9HM
z7I_;gC-KI&I;wL|td#XXV~;*1JAKCHHFA_9NzPa7kuNH~ksm6~$nO+)<zFBgcb2{<
zwIJcsMOOMr^DUQHnR`64#wo47XDY#7UF3j|HQ(|Xgu}bA<3c>@RZFeJ$G9%VC4<#y
z$X_W>ozxnL=q~aa8PS6zZY0Kak$cXPFy4zjOTx7^>F;C~;^b_$SDs1w%PM`rO8L?$
zt*P*jkkcv2vxqoVBV^}mB=)PqC*p`=`S(4oUik<X2C}f0g>tbhOqV^g8McSy<Jq+5
zgj~&%HmL`dJg?RBEFi|19<uXiG|G!J#vFNDMT?d1e6B_rYi7zepR;C}9IQx`vlWZw
zCdD)rO&=AC_42l2m8@|Z*2p%B1#++=NzPV~PO(G2qgXG`Lgkbm#U&4^MtZH1f1hUe
z?39<jp!AsPTvEtRU(ipYryTu-*3eoc=c`4nr`-C57Nqs<X>^%q5m5*B)OUiXUkxsM
zd&*$dO%a5n%=NK^yY<w&uY4lm5E82{YnsYJbkE|FCm15m^Nu!6Ka;34V+Px|$yd%$
z<Bjr&B2`{eye_S0VW$jGq{yCU>F90pog6BkR#SakS^71>EQ0IhrmqO*5logfR0NM&
z{8Y?{8%S`T5jT?H6eDgN!8kpxXA;4Iz2)>T>4F$zRTitd^_F{BC3^Q($8|$%w4R4&
zptruM(pPNi*INdE#dupQ2Y*E!SIF6ljj9CI|L-W4%Cm~6<ZZ=fmA~52Z4^`FV8voN
zTQN^=Qs~uIOJ`ZCoYtFP0;}Cuo!yti7!8Y**Hq`n`Y<jd<w-Tb6A61q7R&lAJnDI-
zvQRxz-xK9B2=hk(zb4xvc|>tnUQ+OvZobi11}Lt{o{Bs<QSqZ(3Yx`_GgPEUz4Ezr
z_;QVf%D*t^i&)q$FR6IEU;kTJC<7EpvZrFboTykOmns&>R}=~Ih+>+&1X}D%_vMU_
z$t$8BmuPZuXAj;SIL5=HTrA6@+?Eqro+c-rBWa>ss>tN+yl_MwQJj>Q6z8P%JNQus
zC<<gx#T_|O;U|xLr;+^)&7*vVFP9Uk_vM&e%FbmWUTthtIg2BtSe?N9SIO(&afG}m
zE1oB9s%)X~R$W!UTvC1RsHw&=`Uw7H1hWYKEZ<P^ZpqIS*W^{jZ?fX|S|cxSc3)?e
zce_=Qa$^S%?^<eR4<S`hWN}G%wPn~UIp%w<LA!2!ic8w46?0dWp2V9Ov#v^*NWy-7
zi%Slx5wUiad{ZU7$clKTR*#p<B;;=usOt}vFq?#d{fkS+GTV3@U?`DLj2<L?a~av|
zWv5(@`@q3+v|5}g=d)<NCtrkim4_CWe5H!3xVlue#An8ot8&laK>mPucU8RltL61v
zdND~>{DEw^AOq2Mm>lo}hfK{8ayqt)8Bts^L{%o#EnDMatGDA~E4cwTrp6YRJf|AB
zVYNK;1FgL_p65AKH|=vvs4fBSx$2Wk!eczK_P0uSWVNjPBMG-oHWU8wuM>te<g^jT
zkNs7`N^9g8m9X*D;u7_@*gg8MDb)kK+0)s-i6ji3Mm(-IJSMD>Z>ofCXB3xoQaNod
zld!ehjv-+r4{+tF0y5Ufze#9~m-Q}ajappf!K}TiOTRCjUhFiQs!pGY{^~q7k?71m
zOBDt36~#4q1X_B}DlXw;v+L9=zH(MNw-Ez_?b&ShxUoi7zDU`#WQ&WWTfj40_f_4C
z+{#whfVYjhtFn^=__(~~zI^j6bKPDR!nR1?3z~1WWPeUU3B@ISRHFv0m50c<T__J_
z4O1(|t#x&y%CVoT8*@n*%R^dgRJ=KBW#voMC{wn$M1zjX{?P8&+~SgvYV!)WY}B>x
zKvy>L0qXX6aY=2pH+HX;FOf})yoJRj`#Bsua>^v!RYC6&)uN)t>a1`{6}LlLFEehV
zSE_@;w_I!!ZY|25YE{rGxs_GbVu{>wwK?khCd;*#Ii@_<$UT=C=TU3qN#xq>Drq=5
zRs4yh{_AA$PmKOaJhC&hJarkB?CJ|+^p7u3ZPY;(MTxsp%+dd4vRwERo#-viL44aS
zVVTjNO2S*j+o*P*$2xgRB^<fcOxSvztHd%13rHCLQgO*o8VP%?llAjRcx#(E`j?hY
z=sx-*sPCWK&C&nDIyplnw7hDL{*z@Ax{dy164rdp9Q}ps<RKCY&&~3D9$o0MS>D5z
z>vx%lL9O+rtL}Cf#0HVk>&0?R3Fr1i7M_t4uh8#X<x<59@)gBVc?2pi*lmvart9VP
zD-4Z>Z<vEU+^vK%gFUL5I{&x%nQZdqV5pqVV@~=AU$$N@{FxSi$@5P72;WjB8@Caj
zO5H5`%n`n4y*x!iG3jl2?Ppp%aHFjB3r22~!Psuj#``66i0_f<mZ92d(~J{<K1`@r
z2J!Z(cqggJFJ#zjliW%Ml|P`QrD{X&dih92E)I&Cb7a0P2i#Cswk`N%^meg4^)T1d
zMP$>1=d@l`hgQLQ*)pGgIkdmH<dg?1EE`JoymrLHdB`M_%Mv*|pAPBvesM_$HRzUX
zkS~#547AIG`LtuCy||>e8dR^A$)}U1=cC$@OU)7v7MHxN;(2Y9m9NsHS3fE)IizZ|
zWTUGBYRBwz9qb`gAo1hkl5bQyw{4VTNGO62%LP~I$&kZxt1|4cJg5vkEYB;OAC~u&
zjSoxTYaFI?WT$KF+4XW1wAgyM`2VBpy91-Dnzwg1dqW8|(h_Q7D1p#>5d$L9L_nl0
zpn%9L0cj%AUY5{H=w%>;CP)pvV^ji22}l=dB2A=8ml8tqJ#%LcA^ZE@{Ugu4&zUnb
zXHL22oLiDsgw1Y!!z_<6dD6`$l))A}ExGMivdrm3yi~>34`vj1O_XZlktJIM;=AV+
z&2Q@tDjtE8c6c|fClX%IiCx`a$Fv#JvHrXRj}}r(hGo=`VLwf0I8GZGlIR5B?c>lC
z$L7yvG|y%u%3>hd3$q_%>C+4+Sa94$)?L&R5YTq-tF(ih_0BXJdKWeR48(FSdFmUw
zIN<Z7<gAll>;8rkS<QC3!myE?|3KTiUvzCBGM&o&gOU3tH3shr+)q*eAlL==(?rI6
z`)M^}iT#uWtXysXtF({Vi?Y+xYxx7-cmatYH;=n8+QrD#oK6MrL4OR@ya)3msXd_d
zG$hYu-`{^j4f{SR-S>p@&~=cac-DLo$F74|rXV)OQ*crjum9~~gJ$yw|H$5K;1sHW
zO)zrahq<Q|0`Mzx2+O0~=u`Zfdfh`*`Z8Y=pr+9wyynP$^qfwU?)w!k(;(?pnuCcE
zZ#c%?_-T6kxC<qP4!@$I7{D@RtBCcdp7`_2?T*8=8k2sj8IGS&#RmxXJt+MJDel?R
zslx+17=yv%x;2ks6YXT!Pv;oU(+h@s6!Z}FQRoQOdWiV9I6|I>SiX#=XwX<`Edc~<
zJMt>+L+-^Zrqkhv80JsYL-2m3#--BBCm3FvRmL+VRPhm(W6P-hBjj91g8{CH;}rV{
zooOWPWOfjp1C)tB{wgh&^(AC1z2CI-nM9o`xT$hVmYbP6;-rK*8HST`e1hGYoE>4g
z$|+nrS=|Xl_c6*ngjPNFEBf)s-(ICTImkEOFoW86JxLF8HY|iYp27dcLfq0Td8jR5
zH!|o?KzcqNgI=MLJ;4~X8t-;yW}^Iz^w!DE>ZSP48QK4d7hk1iVY#6*s3&La^(S5i
zWls<IWbBikF$NiTU%^MFS<X3=en3W7h3j<w3F@cxb>1*6QaS9pET7%AXJ+)EbNX;p
z2t|wf>s4AG4#6igsp-G)VABn};mbrHpNvJ*GxkEpZGYp!#ja17N%N5rE5V)rq6X*E
zIfhI00#Nzv9n7d$8~JF<oUW}<HO##4zDgU!<yj9mo<iGg>hTl};q1uNw672>_n&X%
z=Wg(MdJXYs0*Z`ErGQh|>x_r8b@wnJv9kL!=>n8hj=-z1`&moatPH_$?G!Cs9Vy6|
z1i2&ZZS7f9=9ypNk9$AXjP3vb8F^@n!ER%=C$G{v<2b#6ba>rBdcnPBNKayq`p%;H
zP#k{mDK0)te4kOV-=Xvdo&v?#*La3#o+jsWbhEQ~WA`@ucOL#dN0efzF?i=u>hT<V
zNcmFG=6TEMNKH(#ak3^EUoATR+%L1MYYLrzj&0}uc!zf!{B%Em!!F13zv=PhuN<7D
zkQaVMLvy`)mDVCdxthK%*D#1-)2izWzY^hNAs5b$WuBcLV7~Ziqv1Fmf&6&d2({Qt
zJn_P><i|HtU!~3CT>0O~#l0jZeekVQ8+WrEcmv{1FTPE$wnET45b5JMn6+k8Qxq9H
zhCPyD<^fFrxU%`t>SVtX0d@RR({{6%XEt46vD5T|#hz2pOIx}o!%b?>FrEejToIWl
z_9cd=?`S8V7RXHJaq6m+nUWbBWv1X1VAsr4i_w#rJdCX}(-6icnJG2}qvZ`sOhI;6
z7P^X4SE($N^_5?dGR?B!l@G3s(QgERYvW{kZS<-Ofvl-?hj%|>aFR^@Uctd9G@aoF
zZ3G0Ig{CiA(_ED86~==CSt%JNFgpoKg=KdD)k=j!Eds~`#6HDf(9U?82dMm0K&rjR
z?_TNSN1yaSC%|;BY<TI0t!$Z1cT#z{0)c;!<Z$oKn9=Wz?w##j+!Dr{-M?_?kIkmq
zX$bujYM%zT+U24lX&k3q6w6pTH|+w#>vNp!7(&TRmwan>u)Bz>>07gFxr+qQTdA@O
zl02JtK`_KeqR;0^O*_V}WtlU3lDn|$lf1K6Bg<!bXD7LfeB3>6YT9}Bv%s8;?elng
zON*$F8@l;Z)6k&O`|&sF0mxPloeJp#*-FVdRNLt;954dJ1viMwbLexYySS@NA)4rf
zlRFBfrWM950eAm7v>6G`<@o0$Zr*o)!El#?T<)UT_<im^tZ(C-2GsYtU!E-7Q}AyW
z9apIf1kgmI8TQi>h8>g$2*?+jnzo9K{y2y3xZH(5o?9X{Z5OM_M;VIe+K}Fknl->~
zL&?;%jgU(prs8dZFi;UNnt=52{?Jp3sDq!oaCo6|scA!bkWa{{*sq^V!r9vdDDF#3
z{NUeHN(6+2RZdNtmch&<+YCz=dY`wDoo*CkHN+Nxaz7_3<3^not3plO?jn_kR6$4O
z+R8FFy*T#V&Tk9X7rWaFRs*Z0rZs1|!gFapE2vSOc0ob-!0M@KOIY)}Zz$k?Md|S<
z)R0%aP7992*U)0OoJ(aa6g%6yscG}M*nefr?>9ZY*fGeDH4O6C_ivDz_94urhqck`
z@*aU$6{OdBGaat<hXlvtF49{xpw*e&*zW&;N63dz$$P&3?vj;Lkn;eSFl3%@Bz`cF
zr~?gg4O7z!uw2!7)YIS1v)l>(?xG(jeUK_6Y^yi&^SC@Uz1`o1)jEw+({8-!q3eoW
z0**A7z|{n=Zuvw1xAW*F^fzwUA~mh38-z19-7!|2H+_}IZ&224otm~1j=c_z-%{H$
z7kwDg_fwZlDDHEL&g3rX3TwlGDB|kahLV8T>%Ij#;CP$VwBNaO@5EBU%&4Cc?NZa~
zG11b;diC^T4QtGsFI_T2J30}=8Ct?{oe~*t(-ns2<jev{rVv2DrS_?^_We4R*S=^`
z9*W8WkGgtjA~4`fPiop!ZW*IuX>%5L@yZ7}rKa8Ik?n+!D}SX=*e=4ADV<Ygof|Tr
z0<xlp7E*XtchSl#yQZd9<@^oiXAESS^!)sxm95=U({gf=2hFFU$X_|`3+c=5X&E!R
zR!AG?s*6L$zI{^D(6t@z<@4z<8;+q90q%kpe^g~G<<5q~1~?o*75T6m4o8c?XdDiw
z9s!8X_cQ?zz8b19_jI^7y<t)>5uoimsr<U^Hdeq_`G*YnS9jR}bJ+mj2W-jkocaMm
zTzymjzY}Y29!Jonx{@=8JO7;Bes1e7PI0T1oy^vpZ=&I_sPkLOogFZODl+V$mVkgQ
z&>GBs9z?9NW0YPF!j8caI|kUvhX&jb;5-}X3PTE8DjM(<lD#<V@%dCHhr4i@TK%-l
zr~h}E`Liz#`=wIB+qgu><75s^hcYayHUj({{Zr}iNnWC1DwRV|tO%SGqzQrUg8t2L
z7}lS%_QV*_3&*&{lM}wQ>#xN)i(=$NF`9s|i*eBu1HxZWB7{R)Bkg}}4e(cEur-+r
zF2zy^!+5I4fDJDO+!bTENJ|*bP$D4UI279V(J#-ZJGszqF0&ytmR9_fUwCdvUZTbf
z*QtlV1O_)P$p^9P5KE;)%sA*uUNB);uHRD~IJ`*Vfk@m>jT!b)4~EMe5T1jr0=R;|
zrldf33BS5uBY-^piD->?vqf7o999)m{Oy_Yau|cda6ZgWx&HNY`^V!v>}#4>%pGc-
z#&H{4%>M}vTYOFD-@+KvkU|Q;yDFbxPo126*cyi|<Zu8EJCZX9>?|C9Du-Ke*jcij
z#$hM%=m`#+Qavtwo;DcWgsp<ZC<@ApQq88C47hR0GP95{mlFAK3l42IKW)hC&KxlJ
zYYqK%JM_4L27#5Vk8hwm^8tRP5QZPv9?vGaFr24ofFHhIVb2ybU2Kbo`*6~e8(#`e
z0`$Zx)DDmJkTXAm?C+r=;qKr}9YHnmq|(qs2=p+V^r0?D$DPS&hFDs{FpClyrr@6n
z0VZ;k*e8V0zTL`zyLoaJ%`lIaFpQ@}hQ)M+VL8W<$AS=sbyQEzx-jgbXh6Vj#Gp8j
zcQ@zLnjm-afNcY`Hzd!e3qfd)E9pg$yCin{LxPcQ2i0TPMO_&7Q#2sp%r}}R6-t6J
zXdVP%_aIkX`e-{`22AvNx$Wh_V>BkCe;mC;Mq87eF>4%;qPUUY5pQNty@D`ynYu7M
zplAjM)hmKJy@+(Qc4kuP3PVnE7I7DHcfwSQoP{CM5r>6Y+9vT2v~c7PuH8V~9{C5g
zkbsjfX-Oeu9!!Z0bLffy6coijAPr#{Nc9+oQ5S|W6wQE*8G%HGS#*VAE4#o?FoiIj
zVcXpGV7O>#&Ts$sBqiZ9IQ=b8)v*JH<09XtQf&-&{wX-A^({r^MguC;nUCc*ZKgUn
zDP>MN;v^qV?0Y`LaFPdE0^Py>aX7B<EluR(1RU4+mR94~x`^W_N-T=%okF*Y!bzem
z#Q<YyV=+XoTNgYuCWoVOIG9c_y9|c|XhJdMTF!~w+>lT-AQnZ#sO)g(Ky4O7)7e8o
zAxPdpH30#;kj&FJcVHZ?2|?Y)b>)4#XinoVw%BP!?6ktJyn`qy1QUXYL3BIBT>=l#
z<PL?Z-Bghwg<1mqvJKX|)$yP6dTlzmfNF#Bsy16G9Y;TeqCpP<agK=^adamXbB!`X
zDC^spW2_#Mn)Zkj+Qrd@67Z*2H!fJqw_#v8^<&sg(;4p4MuvNI;%%Ni4Wne_cNG~%
z!C}x-U|4EeXVx<aZMGzC$`AVj1KTjIp*Wn>#R(6r{s}nwU>KDy<qpmn2Wy>?HHc>=
z!;m!$zO@=ow^?Vi;Tn%+8mngA`4N?h#o-3_hZzo1KZY|jonaqsWOzU)0IpJAj#{Y2
zpAFhXK_!r~m}&w7E_yXQ8|?6e<m4|A6&s-;O0YwO2cMAd1a0IDEuu9_7wsq&b_I{5
z<Ps=;vyl{B5(E1ns#y~Hhfw>HXb~GIn$K3#5<tK*Y%AHJNwGsy7}vgAoSZ~iN&!w$
zIH2-fNZC<vEJz<Mc#@m*jky_C-IqqErcLHRms&tWOCehCjiK05aHZlH+QnFG44r3e
zIEIpeh(=I2%-p4#3^%Af!(|!_aD|Pf*l@_?qk5$=H+T{Sy<_P-sPGD7Q`7dcorsM7
zm~E^=NUMWMz!3^54TZn4hN8~B)P><kie}hOOBgm$B11e~VMrin8Ng}^VOU1>7#30&
zhPf2YFo%{fVEhLJOo1mYd33J3fbNt*kJ>?5B9Od^!Wo`YV}_g5gW)_)h(Pl!G@dp^
zpvPc~m)XAbf?)^+m4(7V<28hB>=5D#)EjZ7E=cohH38SNB)<@AAGm?E3S9Wr2^tE|
z{|-eqtgMIALx|%Nle-*X165?$Ni6{ZD<`JPLukEVvm6RBm*#Qu4BE*si_S5`(hESD
z#gkIgh+`k)V{o!uJvjCq`(leE2A9wWd<n%#7@eqqfhi7$<tTSW946opcYw-6@kB}l
z1dNW+!D%HzSsq@*(?-tJpdYVa?EKwuxQsL5i4q(x<ctM#c7v+9CUg7(9@)@AkiMH0
zaG8;rEBqnDa<*U8m3cA+^VPl=ZV|dC>nO$FO?pKAknY!7IsYTza68u?5#piLGdVTw
zZ?5qT3+O^cwDI7nlw1*QI^R?Zt^{;XrCN-RspJ7-P#Rnb25}n8bgrqi3s^d0D!xX-
zaXkA*9KGpRV2)!UjFXL~itQBm(HVK{ZO@Afs7z(p4xLU-Dnn_J=@iA7Z8}W^Vikvb
ziuq}GWp`%mFxkhK`S_lFJf{i{Zwg(EkFQdA6@=yyHD<UhDI+-Lyc{p)<I{4yn~#su
zAr?JiQ*)|<*-u%j+DtegJaw8ZcirxV8AptT=?l}Cf!r+nK|G+>jMTJ0IT&FJX?|4{
zENmw2s)}K@&CJxa^&IUg3u#SF)N7${@uC<xtHIP03SoFk^%(H{6~M3ZY^lrQ2@njO
zoticVYF{t9T_fxOb8Ign9g{K6ibtUs&Xcn`x@XQgRJuCX-yCWJboQYh)sec8CLk3(
zXCt3Iq7w|)=pn;t%3Z@ID>B@rmJFEx)Wo<IKiJ{0=Gt}We+0)x=F<6g82O*zcsHG6
zNo>C|+@YYF?vj4_=b;3csQM2Zf)+53&gVfhjl*$sB=9|?ocx`lM)Nc<t?j@R#%;|*
zHKF7w-2%8m=Tp{NSTW?oBU=I2@FXFBVyInQYFha>!x1ITjaSGqNdJ=h)j|;$(!5&G
zw1IXqET(e+SIz~Lj6Fve#<}3y?h>vR3pq-`{=<f0^Lrt!Zop3B_|t_t=T5*$JDk{K
zz(t(kfw9`q*N?6+V8&br!H!r&rRzX#<RWUq*me;`)xp>}il*0r6t>A3@N6$bFM7!E
zDU$^=H5-nL_#&xo|6Vw$yNHsL{ep|f;JE7|+%7@8d0q2wJTw`P^bIuq9kjde7N@3V
z;pR19A^q?U#+=b~4m=(ze8I4rg6aZRQ%#0AY7YpXvIIjuG`mM;Y}&35(g#5PjL{BS
z!ny8JBEYZIcbF+2!*Ez=1m4jg=etP4)0qtMRF7dDbzxXZ(UP`=;Tk0}+@&iFXrYmS
zgA@XAg)OD12+ULJKx4k8sc9X!AmbNO&q#EjCd+7IBm!Dz8Leh4w~Ug2&SJErK3Zki
zNW7r6jI!1Pl})H_p!}Cn6Q-V1k9sh4l_oIYv424Le%P=JzVd$;JliPVOnk_>k|}q6
zc<Hx{D%D4W`EVI|fCz0gXk7f@M^QXFkO&Cryeu^hdqe5f<!bP{qZS&C+k@nM54s%7
zDT-^jBdFlza-n=(!>;jm7H-VLkUpNeyobh&Yc6sI@K^EdijKD{I>@>Uk+pOJX_&4(
zWVlDU8$j~x>Qs5IIbk8yZh-yjiPQx=uKUpq&|oXXb6YRs`Y@i77@Nh@ZN^&hl=XdJ
zm3S)6_(421VQd#qQ9$PxG~s<{A0BT;@P#~r!;i7(Kh&}zE@|1u@xr<vA4cG?9Zl!M
zW;pCc6&u>Yf*dbIA;Ucg={zoNWLQck009Z>RKI%>y=;gEJ)D9*06%AgUbWESaMi+9
zdA!5%3I3-nEbw=hdQ<cVC|$12wE6>h9k!X07)x)a+aI9P+Rzn9`Zt?^Yx`!saN@Y#
zX6=44IBB?92Dx|~f4Z3mxgxZo5v~krw6hV$wK7{|T+38wA{IM1IgBUYGS$IJFivV?
zwVkOWPAcJqZ}IpK!%4&zyTUWY;rM+dbii6G=P(#(u_ZMP7h}9`vWV6+#=0~X1gaFz
z4=&<6GI%**5*}lthmBFHB3miAiCqUZo1hhayp=qB`U?%lsdF>UW58WohLd!TW!&2+
znPpNbs42o%V4Ip7WSa}hSqIv?g0xMJUPL{cBGy0Agr;b62WcbnpwFJbnd{RXl-v{}
zal2g@y-~=Vg<`O?xGOcSBzM=iMbxwzvW}u2&5&mkO<;(pRSa|J5W`Zs#juOAd<a)=
z;IoVN@+n~v1q^bB_z#$Z`xy!3`4IILkw8Njt0hn@W9<am#n>!?&NH@3pkzG{ZjR!0
zr<%>7vqgdy@1PcszXufy(k|ZVMKq~7e0)l)AneNeBPAiP%l#wWX7vA&vVH_zPbvH(
z?xR0alaJ73Fa_b$5<gR|k{G07reYoZvzGeqBKqMY3{oZWKoPRK+TejA#uj*>s0Far
zZmPxj!EW*}eu@W@fB_SCYuU3cw##l^pU!)5hgu*!$LSWsdCJlf@F#^cJfOx5|56Wt
z%auqITS8s7L|P3DFOaBDeic}pK1s1}ugF89h0va|&E$FJL)J2va<>BPqKXXIzh%HW
z6c7*(RaLq9)mTjPTOnAxn9ongTcHE|%sH?bHj9Ux7o6)7Ys3Z{n6p&#V=ze~GYiZP
zN!)_NO>DBDbsC4KXeZ0v5WNpRhTgmM0+g%N9tv)aVg>J^T8!EDkO#;$fXq1uAhTnS
zx>sj0zsC^d&tHwov4^70V<UsV9F=L0_B#H26t)F$Q#UwM9USLJLQ}ksk*On2O5vm@
z`eyNAILQZ{=$3Dc*<)T0z;Q?)LD8R}Hw>dypTO_Ybcmrp-C~$SS=!)=a($mxK;-|f
z0RH?`6t#r76K|dX{M!72Sp_bonfMD-op3V$7}iAm8LGuBhd|He6@z_P1&6aJs4a3&
zr<x4&sXaqH4Q5zJ^BDGvwEZP2I>*dvdcm-rg4zL&N;-du>L9geW)lr&_?hN0tfid{
zcwnd<iu@%x+v98)g)oeydhJ23qaJ*=nI<qCp;dr@d;7IPca{e2pJzTszyp-r9`#t|
z00n!1bq`Q2#`g}8hq3hm8UhUP9MH_YOm9Hug>=XR{TMSCrc;&<fEWsA7)Xs7=28!a
z6*NK4RxuzS!+5&Iu$r=T1mGclh6HNN@QS7bDDpGBZ4ke};RvCS&v3q>Bbs7E>h~EU
z{{(a`nvTPqr{k~&KZv__+$#nxrXN1TRfj)Rb&*0kLEC<+$8eCkFl?h}h7GhtAdz7q
zU13Nf=cj<Z6vA+t>M@+8E({42&2Wj9FdU&o2F&LfwvZG4VUY_rOFI7$Z!Z^hyEDZs
z#+|%F*oWi2^mv>+WuJ=%JU9MMv;F0T@Htj7l3p;3rjXCM*Dm3mo|>J(^rH3xoZ!C&
z37$g~+Zmm2EbZhJFP&qUMlTrf3_=&cc&f=TmD)3`q`?d`XdXihUFph!{0=W&latNm
zS<1C)Tdsn`7z*kNxrtPhVF0yfI4<d1kdAHO&oS_9=<3c~CjOB2ua*D1f2AN#r6hA{
zUgmIA$BBKHrVdUTa0;SSvLj9)mi9iX^YxSqTR{B$7mt&}klq%;wI3p+aX6Vo(Vrvi
zw`tYq7^B>WDd}^x-SES78|bV@&hGHCST}cOSJT5(x*M(-Q>bM(lw}b0W9UWG0RdAE
zr>3oie)mCCNjD6vd1y&@_uH8YEyphD5i^OvNhnTw@{FP*PQv&EZf6>XlR%u@;gdL=
zWYauW0#2UNk}qKDIVA%83aJMFLMyOLJA%h1Fa+YT6!U!Npd(Jo;=~>ghvB5INr}Tr
z1DpilDGVzCC*9f0lBlIa-C<xN-C`I-S^fivrErFs)R<uz^<empCNM0fRSdJ}5W_aQ
z#juRBd<mFK;S3|GF$3;MehCYB?}^X)(?&k~j-e=BjzSmZ&t{z@XAh*Frw~AyLdR0m
za=%%B&Flf&5dp5wDtufM=_5GS*B4XI9(abM(=iIpi*4v5P=%!!s~Sru00BcFYFEnx
zTu^%8QtmiT!BME#CsZ>EVwb2r!@o3`;XWk-==hgzxBta8cw_rGuLVN=-SPO0#BsWf
zjIMUa`MzHfj!sWxnM92N0fUdLOWBsNOCc72YwHlrW05Dcli?AaW62wkv^^@YggwGo
zgR`C#(hDNrP(23RkYT{<Pz-pzO3o4)2GSLVDdhYL5JMphQ>Y%paO%Q<6#&CQTEei6
z5*b#|6^13`><ySkAq)vr4-l~DBtB@%@vH*pdn2CBPstYlk@dI(cgnt7VBO_oI?=~n
z$lBm=e0+*Z_eaF}!&^fscONJlLKPXlq?Qa5sUHK@#|*P*Bg06}&o_S`0s;n{(nvH|
zLIwMx%Oo>j&>FCj@5Ds+)iFF%9L@tzqi<kK(VsuWRqZsb?u)7jJ55Q9MNZRg#`32r
zYd>J*X)4WF|1>oLBCI|7!R&CFAh3#|7ad~gLAL;|cF5WvqN6ChKiD<YnBjZs!7!61
zFifUZ47dU@tfyNH8!5}zfa?^_aF-ej^kBf6j^TG&#ju|aF+8MO09WvDlyv}nZ1@|M
z9)LjwQ-=ZU$8Qwd7IBT=%FpOb2ZfZ441MSX!%y@O5ODdoRC&X?Gh+7*))m2L^dj4L
ziA=XgZ^QED3`KndBdyNRM8?n0&}txBR=<G=w0k?g8A7+dfxh0zZnw%|+A5nN?J-px
z2$Q%+B7jUqoiAuQz%S%?+2rx(?{pRXonoWVPx9=*9o63{c_0deHwM3j_-?AlP=FG@
z#a>7p1S+1z`11#kKR6jkOE~!`C-eUE6+pnnvs#w9c3F!16+5RRW3Qc9h2g~BUTTK?
zdCsM#ea%gG*%BH$2>rYBIf@;GqP9FoyBIy^=)7VwW218vJQ(=?IjRN3dbj;xSRPJ;
z8G6w?hVHbJ;afV#FrHp8VB>oTpeNO27)|XNzM;VkyJ#N36?mR@4S{m^c{&e-))yih
zG!#PXs3yY}YR_<#1~Z(dc?|bxC&1O|DgG}eGWMqz%<iC|VOW|KyRg0fF!utN_h!LL
z7DjVx(@K}4i?sxQzsdhSUMgGSv}OTLIjzay{&oicinBPEwG(j3WnBlna9OukxE$mC
ztTO=ev-SX%`&sJ%Tm7t9z&<}~Ea0qPtw(qmca7V6j(msQ)+L;sbz4cxz0mEpw&C=t
z+xiYL#<HdWW?5G9_b$f{%bNNZys)g_ady?R_5vPS)_TAs|LXGrC;Wqdzu|O@$YkvW
z%*qtJ9<VQyH6L(2lQj-7GPCs<TE5F{{R!BU**XlkoY~s`m(%Nbk=a^`)74om)^;$f
zH4<CgSF&37kn#Hfo7@@T*?I^0vw4;PrewD!^I3M!3v5VF%HjD7@FItG0x&J7^&?<e
zPR}a9<XoQFfS0+fXuzD@)<3tLjxD*ZbAZ#itzQ7%C%LVSz!`zo0>Gv~YXabSp!M%f
zr{h7Obp<f(E$dgny0@&IfTM3&-vjQxWlaaf<gs4C-_?1nTY#iI)^C8@d8|ah_`KFy
zz>>VyJixgE9xmV>+#i7VkAm#83*KPQiU){SLC;LU+CrYR`|z}|=MEsPu;+Kc%_5$?
zfD=VM>jArpdFBI_hIqySW`<gi?>QYCL#;mnCqk{mfcv4=cEHrPt)+mqZ(CCVzrJm~
z{Kx6I^S1RjU{aWM3a~27YyAv76lSdf{2gWyU|ex)6yW>f*8RIq$1laL3xI3Itpk8j
zC9KVWB_*syfW#8kB*32~tY;|G^AgrIz|qon(YBZIeD~1lSP@}O0sInSC8L0UMOZfg
zqsm$*0dZw5?@z#q<?I~E<*X|Zom<}e6|k|qwG;5DyacL(XUj9hsiJ2wU~MH&3}8-W
z&-15<Q)SO}z|AV2<A4)YJqdta)jTT!ORIZk0b*)+Mgab;;ko-Syr^lN1&pd??ehYc
z*0MGL5^Gs;fGf4E@qn~i){`er$D-QSWx$WMts{UxYFj%1FKb)N0Q2iu(*Qf`SSgQD
zzjdsefM<2A(*SzM+6~zHjuj91?Hy|_;PE@wXu!<6)`LeVU|s9tBQG4TYaPVt{kql`
zz|?oG#elW%S}}nA?^@3hgs1P>LHM(Q=j90Wk@r1+12#7FoC3st;Q1Las*z_6;BF%i
z0e)-j83p*MiRXSA>Y%CT0$^G*&jG-TW}eM}s~>t6rJ?^FZjNutp<8_9d6w#QENJ1m
z1{mAYa}035rRN90*;bwvfW(hIGXWc0Tm0JfvDVfd!2Q<N?|{jlSbG6$Ke5&W4u4|J
z2i*C@8V8ur#(JEB#@5FA6L6r7br|q>8*4kjJEpC*6!?8xYbs!GTkGXZG`6<Z-+<_L
z)+xY}cGk~;pW9h$0Drc#2=J<%H3~4ly>&m?>G+|&bpdd$y>$TaqP?{lKptxmV7tef
z1o+KkJ$r#B;IXa&W_GZS0XBO(SU&(ybg)(c9(J&10;YDf(w;jV>pNO^0Kay$eh2*1
z(b@}`)X7>8SkuXx4>;7x8V9)5$$E_TIPO#HPr%|&t;2u=U)Ytlp}RFB+U2<1-99_@
zAL~b)-TjZX3b61?ug#9@;n^|L<#^V^S_YUMWlaNYjj~c8b1KTZ$vL8|(}43m?F@T+
zc{Y!7IW~V~EdreQ%9;dt_?7hx`KI=^t^ro|wvGYj^szIf_3<np<8s{W>zM&K(a)1Q
z+T}>>Z+UM6|Lkv_0i^Y}_5c=qZLI_R__Y-axbU?#7Vz?G>k&-M8(>`mY#LxC0n)y)
zb>AOo{RO3yzqL*PmVayg2>AP3JMH&D*0QlK$G?NDX@Dt%trVmk8*HcT7~)yv9S2W`
zT9W|#hg#1db7QD=4KR9`bqugznDql-(tqt7FaK*@g5<p6RuW*-aBCaj`EWb!j@Ozn
z9{EN%t$)F88{xF+WzkM+*+g8)qMe>;z~v*IR>}mIW7kNh=jH^L*Rgbz({mcc%+XG3
zH*g~`9(V#c7kD2y8aQ=~(|P~{Yk?PmzXA^e?*O;3;jvC@G4S>{F??#g)3a!j%dvNY
z)0zal0(=Gsq9;17YrsXoV-s=x-GPH2*t1EJaaN4edV~z?ftP^40+WC@fZKrECTq#2
zU~Vu4`KLHNFD4`ZRHyY9aMx6)=LB%+G^giB;LPbxYZY)Ka5nG+FdBFt_>VURC7a>2
z&H>i~e*yjq+z7k_TmT$B(`iir-kv3f&(3yQEAf)@-PumhEa3S$PHP14-W;dr?o^lK
zcXE2p0uRh}TKj;10XG20%yU|Cz@@<Pz`a246O`Zz4lV<uW1ZF!;3D7-E*WqcaABMn
z9=E{hSvnp4WP#I~3Y@*rX}yHut-!y5r+}w`cY!|x|6b(W<m8L)O3bEqA;Z}vqA2k@
zr)TR7gk-7LX)VFQv89M5@ILSb1Sc;;EP=~`CxElQmyBuO!$ZieT`uQyRyaNP@tK3M
zE1lK_;4<I=;6C7H;8oxv;K)^I1i;0>XUM-3cnz53T`h_>uW@>2%tmbDomT2BbWPxG
z;1%E*U>a}_aM4<)wGQ|rFcx?QI2L$yo#^>(z0>*;dhP*N0l(iM{FIGO>om@P+9>B6
zH#w~|oO_dSa0dq|n<U}y%}#6197JG?oIeGAkGI^eZ*^MJfoZ^3NMEqcY25<;2>cCr
z0hkDU0$dAxxLxx9xdYu}uFLUwhtsndcx|WCiUCINa$3&`{ci~lu0!$9z~jKPzy#p=
zA4I|41gB^HJdAZeI<5J@6Tor6hrq{BH1#K^^(Sy8@Gx-B&yp{Cx6|4Wxh=cpd{Ls)
z`UB^`B+B`^Jx<Sv`RIQO_d2b+c+oKdcoujOxDS{N+yIQ-hh_`h0UQrJ0ek{QSAP*j
zhxemZ#<?6n96+lCo&&y|?{d5V{tcvqXqCY2z@LG?0oMTU0m+MlaY@b}>}LAcVW)Kz
z8d8C~fE$iD!^ffdK0o5Lp5lD&uTJYK@B)zeG~n6=XcR}C);!=<AoF97A*4884m=LL
z1!R8mafEOoS}$-M@WFAX*G`yq!fBlZu?6@O@EMRZ%s+{qzX(MG{tG@8$ozL$mh1+<
z2N(|=b6WUSz-Kr=1iS`}`Azr@z;%nUQ3H$x&O9Uh_A}^ze}VWN#0g;R?~?EnFm8#<
zaS1pcxa6$xzW`6+{4e0oz?J8OKLVWi9eO_SDfsp0g+B#M1pgSg7P#$#@aKWgah~kO
z!F3$`cu^9r0M{=?^ZWy$0`3EHiEjdL;C%cgL<)Eq$ozfaf@Nrhe<D)AlYcskF+b@t
zS|`p|0{;Z=1|9{T0saWQdCi%f7kjRxmD@j@?Cx1?dyAFsFD?FC%o(_$QY03@c-rKy
zU{o(kTI=rZ>eh05t#$5dSzXJDQvV(9a#_2ze9so_){<85a97JcLeEFE^t1Wz=;01`
zg)A{56&6FKce<-**&(NwcTf~gbK$Fb{A)eXZDZ%{8+W?Db$2zoZBqaEIdVFTjf{LQ
zN0?g4$me!kR&yEoK-k+p@hA6Fr)zvm8oAqD&Ksl7<L0FO%ZURg3{Ljp3xRhzvO5-Q
zbly?<W-6cUGbx`G2cM@@c@xdNDnCx;bBR2aPjr{|YF;GSzhwMnAL{w=#<%)D{64j{
zEKfZ<Kc>I-?~3wE@(KU8&<>|d%Cb-Sz`2@GL=!sZr`w4L&ddCgQU2mtR88L-F3c&-
zhl`Bu@CdI2p}X?ely{5}zK`<N{KNsjnWBe38^OPR;JM(%M32`|N_fXe&2V6qWH_k&
z3gxG+7Jj)?5`I&@YP|4WRURLwuxpW&4^}>0`HjjKws}0%(i92o(FiR;m}VHM{BGq-
zD!)Pb2g>JD{=D+VqTjQbYRYH9J`C&ctbBFlYk<dfD!b#asQNY~<-pb{Cx9=}Q}}M0
zVSw@zm49FP8Ok41-c-#7@N9Uo8m_7G&y>Fm9_7c!J2j!WzZgD}EUrj79FBLCe>b~0
z)IjCGP=1v1y_BB{-mc@3qM?%VyOr;(d}Tc8Z6`g{gvFXrM>B+F5{EYD7sI^m$iH{N
zvw_PhZ+dD!mG4|Y<oP8{{>@SOVxz<%BY!m$?Avvt31K4dD41FJ-O8Ite5HJ`(ZZBg
z`FQ0=DBnnVzbxvg^5vEP06bUmB5xP*^u9|{%otR)m+)0J!$?(>S-T(Fn*E!ld?V%I
zhy62SRtq2bO=>tw^#}P5TJ4M?ivHPMH0$rS{@jih1F6-1_moOkz2a9hwKFO!ZknPd
zc8`&Olv4hC@PR1c12+X8z%X-hkK}8q>2C$#_7>9b{VV(-<?DjyeEBv>6Z}AVkIGM+
zA@Uz7KTP@lxx{{P<!`8-mD_DS9UL7sAw@G}YatnGDW5l+IJD;%F)&8?*5KKp-Oa_J
z_nne3Oy$q7rQm}o;BuGbo2~gOW*2=&)v+Mur-5gEXD*07GdwL*`2tnMuRJP$NBM@w
zMSmCNtL6~>z2j}ZgQKN77OM&I!zF_;uv_^?V}-AwidyCrMfqL|Z$^nJ%J-c?p@&ew
z*p=e2iEzbSlCRbK;_v{~w;VhdFptVhF8ntMl@A;wc5<tHFb=pS)EXze(ceh<v$t&?
zANJM^gEV2p8OeZh*}px?XI4cOm4B&xUu`-jAY}r@aLQMrr>n}hR{rTF;c<!|s{02`
zsQZ*WNr*`Nc@gNK89Tlu3coxdJPK_8Rx7_FEz&+m*RX&8D8G<j&&JP`d;;p8BXV-7
z=;>sq;vfAgKXHuBzx8_D4nZg84Cm@o@L_kk;M5`++t4XZ|M@rSigfR<BSo?4tQ&C&
z<NPttB5hO6)ZioVT$QcHN+pg`zGQxpzfx7~j8MJ{c$RMzCGuUApKSAb;&4#TBktUl
z|EVOIn=1cMm9CvG&Y5azSU`-;dKpO{A90s;T`NW-kDwF<>xlv*=)wV8AF@`gmr%t)
z%0H-@F`O;IbE&@^D15lek5ztki0C)f^^1`YvU#rqmoNL5xu7U|l35Hx&i++VewvP%
zt(2dke3LC=I8^zq%4c0Dd|BoHQT|auaY%X^u3TmDlmeIF`8SfGk7kHc{_0TSB^$oA
zt^CBNk+!6nx%d?pJ<VSV4>9}KLirL0MNciK@ROP6nM=97lCWMA&LDxSz+F-JX{sni
z6&)WUyeV1LB4W6IsJMs*ZvTcVAGS*5O+>eXXZ<@o^=0P3FN*Wezo;m>z9wUa@yZ|d
z69cA;-38Bzs@;<+Gm-NvCVEnIkTQm=gJ=1ahN8a!c9_|&V-ym&3WohRqv7S?Im7=M
z1y#P9US`bT6&xaZjwXp7b3OcA`5YI8H<yvcA+XN|MvjvboP{&|`&~0EsU;;g20}yS
zLLE6)c+>Yk0M7+TDki)!Fk1P6=frRqQSUgTd=GDN$zbZT=-Z-bgGRz!U)n3bb&4pe
zql%U*|97nLM!p8-VC+z%gpB+e<ujcW-usa%%7;qj48EgRTjkenl?>4;KSBA?O{D-|
zE1wMm21hh*xkPl9@)f|d{<E1yzNFJm2yhJ540}dVr4tyCE|!yw{25dJIZKMd)Gfl}
zI%NMsz_Y?#|3up7rjdQ3ynjxS4;698Eaj7Y8uv}*Lu=cPb#NqThDoSgHt^4#j3MNY
z{V{*EhLj|il*BO?Lm%_a-V)xl8NbrP*Qr6ZPNIP4bVM}QhiFYdGF9xD0<Kd&>t*51
z$QoEi^lf=01vgdRLHUIR#J*|#ap1W|qPE!qNgr|7Yr>6X5-FV8zcZ?+w_G9Zj}~x3
z%?L3(@FOvRinD*8Det&1j+&Ynsr-z(A}<9-1Kg$wo&S^!=Gu@Gy?{M!H=HJ(LZo{A
z8)+N(kJxdHMLI{g^iIi#`?mJ)jPhUU6u`_`YL*lEn14myjL1WkudY{K(~FaoKl-&T
z?{%OC?BBndFylihiK(LM<;8$+q+*qi*CrCGdYl!cfSq;E#HD<0<sWnxN2}Ti7@Ha)
zflFNBd893BLOWgg(S0QYMs)kP-pK2<DTne8l<&Ps<Xb5J4MN5G@8y;zVDwL9zA6&l
z@#!t@N>YM_y1!r=Wf*u?<Y-J$zoF``21umLrJ@Kf^PE0V=OrfJ7s^Mzh_qcYyjS@h
zWkgQ{b@;UMp%sO1r+k4b;#bLBb^+gVpjX?!N=RVCnQu|)GjMFKt|Y2z`X(H3`X%js
zwUz%<`5kq{ki^a5c)Oa&KhG|_iF_mFGhYzN$*PCHw#NET%P{42G}naPnlP!5C^A*`
zhw>49M3L!bsmkx_Cwza^Q?|MoXyY?6@2`A(InkfTmPeb~rU?!6OM)3cTH=5`?YmtJ
z7>DAN_a;Z$Doh(W0G@m6zFpFGOyvGh`D}Sb|2lQF57tC>o2t7~3?ym7RZf7SE!qam
zaNw*ZeAk~T>seIYLM@4LEK$?_b-*)@T?fyr=?xRafqZHw6+An9`>Hs6M2C++c+Py4
zmXWq3{|6EN)d0_aZJ1{Jo4(2RttQl*ECn$a<MYZ-sV|0`iXMjr0anys8?$k=obs2d
ziTqlXUk;ufa?6PAKoiCfRku?!{PZHyrp&-~P5G{wq+}+7dEOC4zN^kJl~3*<1!!+;
z!~dxR&yJQpCVWASP@cNrd8+EnEuNw++P?{$0DfzA;ZgPWull>fS9>9f%n1IC@{M%0
zD2)>TFc&<RxT6j$QVjfGDwV(3TsPTb)xd9>aQ$sDY}!Obq!=Fb5(oGhzBf+U(Omb$
zAr#d9ZBpKM-F#X36s@vQv&j|&*K(tAJ?JNfGm9QaW$<j^-eWOfuD<=1KeA5v(JFsa
z`BKrs=T*KmPB{|ybp3^a+x|7I@0En4NaVz?yq^vD54~der+K2NlhBSt<zuu2rcLk$
z1v}bIcQ%Ttd_I(i`F(|@U<k1NYp;BoH;W{EqzT(`%ATGqEQb3ie_S){(uG_u<#S>T
zXZhs!qyRNtlJKGOLv-TTMdf=cfBKHdd*9ZCNl4)S{a~UvR8aZV;JE}9wuwWgo841I
zyLB%mPUYWzU*w<aT-$`Yp7M7~i+-86p#OO_p`q@2nW1^E^7&+w#j!^XRBtE-MrV-{
zm}|}w@EnN}ZN<@+Dt}V>3OaZ0sr)lrk2kwxfQ&>Aba(sr(FbB+i(W%a9gk4HYeOl4
z>1KPBFYOYCB-P<~rToif;*jaaGa8AbBRFzse-0DUb()aWQ8JWMhfaX!Drm7@_yWpT
zZ!COXol6&0zPs|vbwD%Sb-wb$b*{`jMO<=+dHrL>^>Eb?+C)R}vsg49R#3i|UM`!f
z{0GVp*Vbv|dnw;aFS|Ike`A!t`^47&mZO9w?9ha2Rp{y^T%CL;ncXn@b1OYQNuq2*
zF&sRHXq#R<imSc_D*wPoelvKxu_Q>r7pnYe)zkYuTYnk*pJ;JfakN)95XU0}ex_M>
zRK6HKAO5GiyjOdV>7M^;@>y+TW}oGg4`sk}^p|p&0dD|!HWQ;&WF|r@mG|91yrTR<
zT^@PAa@y`WI-zP<(XAEYuW19*mA|CR2g4r&&jCsKA!AFpuKXF@XETkv3<fOLzfT*t
z>hU_Fk-&-~2Z<uLI<y|Vy&FGHRFo1w9Z9Naxli~1OXVwQ&6$Y4QvI!E_uSE1_2g~A
z4i&-*Qq~!-ml=_ELUxDe8jZZ-{w&Dn5>p!E1Q(?9I7+^P7WZJ9_-&f%DoyuYum+<l
zIo~~Vw?h4>uKb`A68Ndgk5xWYcTr3i*{J-fL$<uv@w%Xzuq{{uHb51%`dAEKC@VY`
z74~nL^1<5FiYb3w`6gOZ#_(H+92cOr>X+dO<I!GC=(<Bn5Uq-`ej+v7TO(xn(#lWK
z+qGs8i3HCE&g(9`adegPNjg{<`D@I7febH4iD5+E{^f2XihTEhnk)Zzm_))1uqTxt
zu5)oy;>XG#Y(iPDV=ub3j<X?Zr)yiWv-)jnh4e~Mx{?mm^vdld-FN$EIe2c`xhB#k
z<Z}(*PFI26e1oMNy)^%am=SW<xY0wJSQq7cgXch%(#;jqCpRb`86ffzDxcRQ@&V68
zzZvYBfH%HEl&1dW4)ppo_u-nif^P7d*eq6l<zmr!PHjB`&t;3$Zdge9zz*WW$qgcp
zanAllgJ<~`IuKH^8}3qG|46B!Vk(uYxd;9sxjQ%|VMIsK8ka1*iNq%5Z|ZW)G@0L&
zucnbR!)1!{uBVZ#*y|`O`W?kFk>gOe(N1DA3{-yN6)`+V9r{c8&vhwp=5HlG6+P|F
zi#+<6{qrb4_XpuC*ep8L5KZu%LMMRdc#Y6_<x@pxRK8NPjFHRonY5wKsnRBDseEze
zE9eZ@3}1D?+l!1ipE><tPCz8e=;{XRSNpeB`5QWUsH6N1<@f0JPHyE(b{0Jy&q;}c
zl<x$d8++Yn_3TNGqoyYOS2Kk9>|<|J{tI1rn%?|n7cp?hDUrbVZ~yj!55!W$_nDnT
zDnBK?O?d4L$(oQ)=k&&*u&!d@q$LJSmuLo_OR%p|Jv;v>vFjMF@;7zgd#LjHJ{LXN
z>xmxIc-wwX^>4Y0RI1@~?_`C_KjuXOer9~Uq5SEIG~*VAktupJQKayucQ>))yNi^p
ze4QL3SylaN{e{T;&Ox>)-+F=69HtWX@4oWGX4|~?^>VLHcTrS9$DOR2p$m8p)F7RC
zo6ayp<@-(&1JW7rPPfYM_(B5vRQ0(3BYGZ{5q`YQqw>lif!k`(%SfB5q8U0WKXs}Y
zFl}|N@?PCCFg5Xy@|m(_jChAH#c<|RV%W5Rq0G}eciaWNt-cWx#`JGUVwb+t;6bzf
z%hf~p6kWR)QT`L~9HSOa(PK;uRQdBdvKd#`sC-Og+a<4~uqryN83yQOTRg`9`_T+H
zmkMJH=Zq4=8Mi&)BzP{sgZ>#EdSCfVM}?Px9hERg69&DK1g!t;-&N%uI$(q<AJkI}
z)F>mt&Z>M%<s-bJ$5h%1<%b;+-dz3fGtb*3eRT~j$@mN_uB%*vi+U%nsT%Mo|EUfD
z#-XLkPn34;z%|JJ{i3|@eX^U%x4`Wudju(}8LE6GhCOq{m2=9EQa;#cgZdD7uKR_$
z^Hf>oFRJ`^dT}uk%F$c&CoK~FXcIZ@ET3w^yh3#KAB+sXGpk3MepWM@66WtC3R~#N
z*GwJwLixEmQ8ErJ0M8CTcqMJgTx5Pw`Ej-ED)qizxxUndw|zFYoAeb$p7EmSh#KaP
z)N$42(?)D&Fb9;c^1YNi$R!!V`iY)T_0gM1n-1g8AB&=|?@I=A(KxF7o^4d=J|eYv
zgE$bX4t&sG^7)Rfv%z!87r!m~cB%XZl|P+b^i*<6!UN^M`$^<Yx32fK>X)X_!C|`N
zN=*nTCB0&-8pu6BGUU?RL#35(sC>0i84dib{MhkS>w&vr6W<&8pM4_*c_QP7<E-kN
z37#XL+FSIMQ+|u`En+F@0Romw?U|bCJW%pI`C0Or-Z>vU2h5{QWwz?urt&Rxhb~b0
zg5Qds5k7O>|0v(;-$<5BZ(84JLdGWy@Q(_VKd<9gUNzu1NDNfbO%Ze+`&UzW-+4+O
z<y*Vn9H!9UH)_JLe<E!Kc|?!nu=4wLt1ndfXUY$lA`y~?f={{(mIz%<6Xrve{}4Ra
zM2n_k*fgCT%=38Xd%Z3&L^5<+Dh5n1?xFlioyi$Rqm}Qk^8r(pvz5O$QS^v;d=p>!
zvE%DIK4mA3qAQxPdcR~SuO$e_%!f;`=brHIDBnl<j4MlghhUh<y9ZFK$7o{{-xbql
zzHn00eK+D$l%KB;nN(Ceo&GEO1}bj~xLx^3y(?wfUbW#OKVI5)`otz$6Q=0qj%hO|
zlpm|lfP|{y>}Vcb@FveAZN>zurt*7qyDLiNTPxqqEd{P=^B`wwg71FX8s$4Divi=%
zW95CX7{y0O8>`^RSf%ZhALz5A_%-wN>WRCux7Lr+EKUDOLlT#*TS@WNnEpIk`0jcY
zHrI-U%HPz>wt3#>w(>va6g{SLDvT6Yk2JCEdL8DP@EH==aNxI61{2iT%D>w{6!mt<
z?}+ld^p2R3Z#qi!jMrU(A}YTSJdado14aJ@Hzy#VyEQ}0(~?j_Gk8Z!hSmDWSno`d
zum(IkTEt%*3Rn4?%KP43eP@iw``+sN5`3TqMI#>3rl;r+QF{Nz^sf{aKzeCi>s3=j
z`Ek);2b$|e&xH1U<#);E<?DI-0Pw75pj!%v0mlAKSNX5xaW}7HgeDx+gh7p^gwkH|
zpy4<%9HEhVZCLrxdy%#VQxyZ0Z>Ota)0Va>|Ide_{|h@8U3%sY4Sr8=4L4F>I*k{b
z-(RNS=LphWpZgH`CP?~-M;UFuulyf6$dpoj6TovYzN{p{7^3_dm2aL^d@^M?r}B$C
z+42#NCYs?T5_skQV7z1~pnS23;t(FGq{q+QWxc+S8SGbq%sOu^q!}|!l8i<4f@6lQ
zoZ#8xBI1Dq9n1bzRQY*6gT#MSzTC&!!`e9|!!*sXQirnxswiuW81@~uiYvcOpY$*t
zV~_GJwn_-AsGcX_+0ll-+lC#V_;EsOd>?4C7^tc%V>5t9DSt%AT@&;9%IBFS1~#dI
zWaVp(qyEWg3yU8_+9|y>edH7^h;EGrDZf>D-#a=tln<OKc0N@3JX570VeNzuSN>h_
z-0@1w1*Zc}<Tp?gl5j_rf4PNrtW|#DTM`j779CbTPzPDlk;YCF!-3z^ke4W+Th~Zt
zunm|l>8DqSJ`=DA<@cosZ)RZ)!L!3jdN16}VP-1t`&8v+<!{LB%=`Me-!U`9aO=7f
z5&kbl{M!wl4eZg`Q&XWGx0KiCzg|E76*E)x3@RdeaHY0?TfnoPgbed&49*p1>3*U<
zc935)GzHHY&S-ZvhQC#Qi{3ynkzJ+y#U@fi15{5@go@kjocF{b(*&A=w`XC#4|Lq%
z1Z1eI8=uf?|C-McKBccHGF9D2`6IepWX8Z7%J+U4Y3Khy)Hn)}IJ60a{-?~D5?9j%
z-=#@Q@a#~h7%^-N%vXN6K0Rq7^tb96^o(4oXk)&wP4t~B`u6L#eI9k}g!0YxjuQH!
z{mVH|<ooNckZF_Q$`>mx5jSnPi}H(~Msoi2nf`K3II1%Vqv%)Vec#gvj1|Ma8w^d9
zucb>Vqi3%28+3xv)pozN!*K=)_8zy-t*N`3AyTJ2rY&WiFIBWpw_3t%MfgG~c&>>f
zrD$Xt?gL!Lbsgxvyis~(Rh8=(Cvw&F@lxa9M)2%MF>UK1Dt|`h=N^_CuB?2>0@35U
zq4A#brKHKFM|e6CxUm=SA&PQ3MbmNReK#nssUqLUQM)e`!`>01#}weY@-_7Ku=D}+
z;%ti~Ll)i5HW%YY;Mt+8Sw+z(b*PW>uW|}sT1z}ZdEZOn8r6Rxmqgk)6u8*oC`O%}
zRzYt8z1vhtRSiWFS5}PPT#-iVa2!*9gY0p<z5$$NiMV<)!{bBvWVrIf{u0xjRsZ|o
zS^v?8b`jpf_lzWEre?U^iL$z^a^BL~Ka9^Mzth&`^90yC;8|fd9Wc78p#jPt@mU4s
zSSot9T^Gmpt9+>PS7id^b?jEhK0^W<C{{pXVLI$Q<$a%dIi<YsvvaOxqQ|5CtgITY
z2A(VXD2YSWU7X;>htM^lfzD4&6^&9wPjrG~`riVTFQ={Jm>Srw^1XCr9;y6gm9OJh
z-)78o;Tg;GN_&sbe4+IB;^_l@5h|}ns2+HZkne=(lJdi~Etw&>@^X>ysCyBn<8}tm
zk;sDrqx|Vl6AaZ1zE61V1kcY$nfH+0TC#&G-|cy%&2&?~+zK)9osLkU$~Onk1*ofQ
zqaZu}NSvYxnRN-0TQjUveueIPnMRs-r5IR!TI#ZoMyNb^Ht@E;@DZwKmdZcX>;5V&
z!Jd^UKaY8R_5N2b&2Ui_9n_KqDj%^*3{2E5d^0tRQhuRsf>crYwct6_xyno3n^$zN
zsQk&sdRyEmD!y6__-=FeQ{MNT0KYXNAAg^cEvuoot8S2)NM(-~2lmvKh?wUgYJlfR
z`8MuW%18NZ3++|D#Y-tjKP_O^wW4RFpWSP{P%6KsnxN0fzJ5gZGv#~fe4(ex$0~na
z7wjFCFS<?)_|8S^g6GIK&m|6>x0?W})1w*AK8v(fv{glknxT6($#72jE6Nw(r~2@l
z>5_zi^<sFZt{OfT+R;~e-__<K=D9mx@|l9|)(pNIWEa452@2>9K1A65W!@l$H|cfX
zw7p8;S-!?NakR0@w^sSZ!?Zh_x*w_u`kvtH*96z7qB;dcQ7t=k4#&?b-&rq{h1I}g
z<u8S29GMGj6h{|-BN2sNdpL14*MzN)CBdxR9GfJA?_#;U@}!{-Rl~!T57ZSPCQJ73
zEO?H@gL<Oh^s2zku+Oc!oX?8C$7bREb);>kiV~D>b5azUNTet~QeOu&lh<5ZM33(+
z$g1E2StsqxV&(T%c@SwE=w<)K_x3g0Kz(!%P2K)oP`<l9>SwMnUABsui@Hl~E``gK
z@1+kb)lxk_E3Y%U^ch#0CiK;biRo-Nw@Cm$Z7Jn0s^ej)?PB=4K6{fx4MZz{uD-N@
zM#}%9e7+2Oyr_iiJ48`^z4TzDw|`}o_kBO|KgtjAS&C0l-uLa0OUk!Ni?sE25%rFD
zcfu}r!teB+QdvzH&k5l7_$&vmD1XD}{g+qD_tobXOcm7MC6T*&Px_7-UD|<X{jrZC
z9dsnXitzfnR_+J&;1`Mc81?Kc<*&;VSg(8O56TB?Nb;)uCFSpp6+J=97f2BOmfQe%
z@AU(vUuXhpC7DW{r+n%fQH1Vm|3ZEgMLGOvS2n9$r7b$mZm;PVk<PvEsL$smo@%~<
z(<wMRW|j@KpnWvoh@V7n%5<@3^z8%B`ugg0r@OJE@;P)DqKNWkeir$Y`K1cXrL!q`
zu7ZJbV<Ej44ABf@TT6z#exhl)W(d@awu$6T!|NzgNDaTcTMQgjzK-&fm0u>;Kz;Pj
zi`SBoz$NqD`FyJUa&1JlRZ&2q7?|dBYowO)zKew^%FmHWzN3cf$+HJ~3d8VCor;<&
z?}!9;sMd74ngdnj`)qL8z2ZP#9rsMWF3K13Su(Cye#26!(ol6EP5B}b@7YXg<=@*U
z`twNBNS`f?(S+*yE<#1k@R#zfeMZ9kzequR9|o)rp4&hJ?dE1gJ+A!u=aIH%;Za4|
z_e+K{L!|_z)Nm*89I5?vq|KamNy1E(_kB_CqVi?+T4)UCJ|Oy6CW~Qn<*5cfkO!)t
z){21&YPhv#c%(zHsnd(fkL@Lnn&IGq@_BT}$@G%QgEF(t6(dz(U!Gv24R|ithHvUQ
zK4Y8Hv}99}z@b~2T{4JU_=vPB8Zk!rQtD{VL!u~FZx7^GzBG8&ladliJ#$-Sy-oIt
zDyLH<_Nc&w4@6-j&G<qUW-Bfw<bTP|zwjhc=)2rsq5S#Bk+xg~)qhs`%z?ID@9Uf2
z;fF<$@00S~ly5Oa43DtYIUEa=_r2$I*6=zGn8x~4`Hb&oqmflOB8K}Wi2>6%x-0Md
zzQ{`OTt|IBm&iq_Lx+^lQ&jj)8lk^b&zWe^AFA>ZzrrpzvecWBkW~|Aa{~C_e!`nZ
z^P}?HwhJGv^8QCf{<1E6)+ygx`HVX*cvuHK7r_4yefn;YOLDB!gj)Bd1g6!WRz+TI
z-C8h5it@8`V>X8xZhlN0Y8@|*nrqj3<x7{7wuOQr{`g%%0(<1Ub?rJXin{4Ktg|hR
z|39SsQN2rI3=dPj>vJ(YTIF{eUauu4(hrZrzC9wnBOVz=HBX2`NfkxW0#(!=Jj*}O
z5}T5(1kWqgX_G`x0b^L@i|bvLX39HHik@Cx^{A32G|&X!2cTk=Z>0AXL$%5-D?ja@
zNLxd=>UpmGZN0frQTZmPq+rW$N)>lFql)??!Hz^8NiZcls{9~*5Yg}-o)&rEN&8~u
zv2>+7c`?AWsVpJMqaGCdO)}ork<5g=4|r|^ac#wc4Vfjw6qRqGy9{Mi&o1S2>$=Ab
z#a+*cp6<JCJ?ZZd4nYE!(07;rfo6DqM-1O~iiK>yi=u4Lh2O1_DhJ-)5!QQqX2@->
z^2f7Co5^jfK?Ccf332}sMU7R_H0A5>5WcdOY$<qlwAU6<R6_av%CC7L{0!yYXGQ+f
zB;ie6*I=Fpm=q0>Bs(1c(F`%VD_>I;#VY??ck$m>{-pB0&(gO!ClOj%ND9!)B^kWn
zxd3yI)_0U+$|yRa33GHGq_7$&a9%PzpFs5sVCHiqizu9|=>Zoceeo$N!aK@$1kY`z
zV@r{r=#+$sDxbNcv^~>kFDw70K9o{L^_09Q`t|;@*I}-DO*EmBKKgAM>vrXz>a5)u
z$oYpTnk84a*SEIjD<2vl4h>MlufTI#dNAS5PJ*dx-b<pWzpjam;m?$RpbtEBRYg;j
zpErV52VtkFp-xgOXnM~-MPK)Y5<#PHr}7E<;O0D)Pf`Acu5Uh2KHp`D_&{y5A8M7C
zwRsi7O1n?6mD_uFwHPyl(r5^AyJ%EGN^6|BqI?A%=1nv!T@m?sy+c`8^~WfGW47ow
z(Y&sF2{X3{)eKdyiXz|Z$RP0Ceo6(3qFO3HL*;AeG_R2Ica--XRo}U$j%IjR6J39>
zCip%?xl#F!x}|C&aR@x`<!1JI_3M`MXZ4K@w>sp!E(O?Ay`IgO4a5lWcGo|k%Q+L$
zcuqixeQz%R=P%(q>l6H4)xZkn4`Ta@f5y>^MqXduXsYt=8=@y0_99Sz{Kp<mXsQV-
zCX1q+%73N&$uq)#<&=ay;JIpQ=q(j9sQsq$b@g%(sCvTx)`rQi3*+~$`O-~OByfqN
zdy4_%P-o>ct3$@X4CT)r7x_+V;Ii`1b?-H|@~)er-(R0iDW-g}n<zgU9_F*@yIM1R
z^x=E9s4;vOJeN2uMoRF$Mk4<$(c{tA_#~IZ5e=T@heU{cn#wOy`9WTXh?+^qb<J>o
zon$Ddp1N;q3G@zyiBJRO59+GPj3vXBKd+DcnFt+H{wLiq)13kQ&)qv>!1uM0YRcbB
zlu(<-HCXvNx@wYC{O3IITw>qXik~Tece51CA(8Mp3fz?p`XQFrU%n~>o~x#oUI43W
zBswTx;;xu9Q-N8^zpX3pmMXs*JP+TUb=sFp`6OE&uMc0+3zq4A&sCA{CvlqnBM$X;
zNeODJqA}pP#G{?!kZJ8JRKB#{jw`G3kCe~)HRS2vqE;EN?<;~)_e5pi<6??jl6MSv
zj>&^rVydI6+^oFso6rIGMgGy<NLw;O<s+1DA|2Wb|K-=uBs`C_2@{hA${*Ax(`u-E
z-v?qKSuf&Um0zp;r3vDw(UYwF>W#whwdK(XyF3&{mz`4L9I7Z@dEbw3m3t)e@jB%-
zmz^(__ly<;rWFhW&y^H<O7t6t7O*@&!&f(&z6-&$CO|iOO>OmmEQWj^+TE-Chy*cY
znqew<Hstt0487EX<bEQ0zR>UIHB<h5@GM`~cPiXTGx+OD(s(>uGr0BYURM?Upz^+-
z2fC%a@6(Yh{}qQSX$Q_~>p@lA&;;KNmw=~|!S_k^9?E~JgZJC&&}ik0X#qY`K0$fk
z#+v6D^z&5M_w9$8oB-bUE0P11|5~TcJ=MU#=OW)<AI>r}+b7B|bjz44CC2~hdm-}0
z=IiaBAeU&0(S$gC?IKhSoKxQCQwWay$)e~BpT{bql;7fWl^LY`uJjAHeLZ&kf&^|9
zN7_o`YO97{DL=fh@a2@xjaJ4HYO6zy={;@0vz{XQ0LvbgAE@$?x*DmV{HB+BJv^mT
z45R3#DjHT&T6L6W@J|r~IUWih?v#Xb;Mt*{bh|TL<@+e#QTJKOD8Etpqh5XFJ4h39
zy%I&f?}y9<&n0`*L?Y44UoxCh`HS}>ZNe15KUMVf)LV;2e;M$sC+@ryp#CW}TwgP+
z(AH}d#b}1k(<Q@FE%7duui>DqC9vmTNZ05lU(YmgK%dNe{a{`$TnIT*rKeLA@&z~l
zQwkKQew^3zd(~+Z>-BxTy^&M$*S{$Fx@f*c<!9uhz>-$ECXc2_dYGnXbvf;Vuhgs7
zm&!*d?|W~eA$a!F?+8tVKJTYmz6P4Fte>Qh_1S0Y1fB!DPbV~aRsO%q`@VEOQ}tX;
ziL@nyRer7V&!y$0zfbo-6T<X<Rj6hN#XOr0uk@3G_foz(crHkr8Zru)OW9@ReZP|u
zW{G^p-5&IlA)4@1CmhDpz2MpKFx{(Yr-m=7yl>>1_=|yY`gL9-KV5m>x8OH1&*NmH
z15&c7Y9LiJ6uTyTP32=Ui2>gy6_$f%M}60cKdSsiopqbedtUkaWpv$OLR~DgDB80@
z`b0-H+*bK2?~6kRw6Da1=PIbdGa&p-<gO`yQfCupl3PBD$hSQr^2N=b<Va2MeS7Pa
z@{jd?Qbl#BZdOs0_1{RF`9S%$%9j`}21+PDQ2E6=PMXe~ko8MZq;EUDF2OU+Fi9V$
zt*(k11c<!vW42!@AMbN_W)*m@nyASXTn4@EQq7Ewbz3&ocTXICNA092@B8I~3fV=z
zukNAdQTe{gH&;ETCZ;R@R05Lzrp+Bq@cmYH_8ekho-UTltASF=kKQVdnzl4q`4M^#
z7FBBhE`sNRuU;liskY6cw`IyH21@H<+038XDSuFJKbaEDQr`DY;9lkLS`yJvHJmG#
z=#P34X){JoJ?6Q$`F<zlQ_bM}_VqmF=jb+)G4O}-EwV_-Ok1j*TT1-AqeRHGy-&e&
zC*kEuLw3n{6r%~gA2Yt9{9XMrjFGP%D2j^xmnN1)Tk?Glh&26s-6u0s=C#Tn4-kjH
z(%zf<EzuW$UmU)zd>7??zY7qnygtd`b(m}KE=_2u`x7Q2+46{i{`zRRnTmG>&u!!2
zCUGcC4Uba!iKoS(Lv{t?Nl=xaRYv%sew=`|<jyMw8bwGOFpaOX@&z_ahWu)vX+Du}
zyGD2u*<;Gj(04)2fSVr~x$0UaN7}BKg4JjKLnJivnF!8B0+(!m4Jp}6mz~dXRQcoj
zxXJ{f9ha2P^(l=kk1EZPS@M|~?YIKsz;2!G6w!R~%C~AJ1vide0?+p6HWfXlmj(oh
zo+hflit1^n{Is`h`Sjso5)xQZ5xv@fYz%9L|LSctvk(mr7Ww!AVi?z8`_~pcM{u-`
zS8G+z9_5$nzKle?j>D0v3ElpXDl*fj?)X?AD>|s-Qe{;XqkQmJbh`o~I79dGO;gBG
zNb*(Cy;X@9Zlx;UdQ8TqFhKeL^AK-g(bHO=`!NykVtBdzmj0;49!+SXixkt=ZYe)W
zpYAgSi7Fxn_5_KGt+jyrmG}L=fwQQ{Pk9w-ONxGUisG8!`$^-r;JHedkC7^hR|Dge
z@8?t1%T-UOY~qlq>X*vb{YMPfRXqX4;1Cb6ZBiwq=C)aLB(UKrcO=7L&CriCfcJeQ
z%M&7e1&xr2T%7WUbgQ7W>N%|Z><hZ=GoFTois2zoq{L`m_U}FA?`IcB-_^$2N%{Vb
zgrBGUO7QHc?|^$i`8VEFL;UgkR})(6mbPgu@4PLFcCXFY=)B6;9VEPIq&t-No#J-E
zh{+D6=%ewbu}=&0N`mj^U!rE1r2D2tZ8x!5SX|`mt`oziw|%92f1iPJm+}kru9zuU
zz7nFx-|Mr<(OeVav{jpn;wa^PKlQQ(Jhzpr|45aYaVJsb+w>Dh&FbU4^5*kDUXvkv
zN%3gqzmmat`jPT=^Z^7j5-wK$OTAW^5%@3VeLv=0x0E=_Pmc3XSKeMndn9n(JkrPI
znrf(5DqlCZl<Y0#e^TD}e~tXEd`hAi_*3OGhl}9{)r7yGd~NWd4s3(^Ufh1R6EG9g
zx;K#sC@qfiZVCU)X2}=IrxcZDXd<yf`6#`|Y=-heW!NEyqjR}PY=cg&X1(RDTUxRj
zk(m(TnD~C6{<!kKpObM$h<uoiou++%ue|STif5ERCQC=J!%WwM%8H_GgQbjpxS;s8
z2hYuHn~n_QT*41k`M{+j-%4ml0(ibvbWm>zWmf)}%4dA+41>TY<;1Y>|A&~Re5lSS
z%!bW2@OHaDAgv>_pIA7m@?m;E!mOmi%8UN}x;<(l<Yk_>L1zr4&>FZN#ydoz$ylm_
zWX$-L1&1R_dEd`XY*)UsF7dw7l0Q)XbXug%n33a?ilRS47QtSJX+E<wp_#rNV@B^Y
z;QwD)=N{N&`Tp@|vn`~?2<=;bYfhE(EM`fIHLRtXV@|O&Ye~_*$muhOOp=_RoP{KW
ziIG$LGOAHja#%tm<otE)i`MVDpZELP+TG`mmDhdU*LB^8=Xvh)ZBjmq;}@#v56Y+V
z9jDbcDgp+g_*v4FA1BXXi=u+(mJ~&`#)vTf4m?#wJ%yVxJ!_TeV9HOv50zLyKd$QG
z42|;r<Xvh&Ui+vGBE_!x9`2CulKE+4>@^c0+}`Xun>?8#JV=4u)<8b*4d~H#=oRum
zq+?-z`YMZk0{SOQ(M$Rz2h1P&rAvUx>T(=wI}PltVuTi4;iD=0mOPR}S<2frfgawQ
zRCH}pU*RTUe_L7X?uibp8DZ}ys@BxcF;h7i);_<dgc}8ikGSDa${3k__~v$o+ui;{
z<kw={F%r)g$wpcj6WBEhdVjShXpadu8M0s<9uh5~yOg)5p4&Bpd;u5w<x>AR;a-X2
zm03~#f!{U;RA1?~Y%Y%3XJtMajfj0YNxz!$z7uX7OLtJTN6G!3gnWGtOsm6j!i{|5
zHY7y9f_*6;pY7=>Zk^6y1baYvGkMG%DEg9yf1si$&K&DgTA?`{s>t@eR{mGWC$s9b
z_w-0@JTC#pQ+q?yy-z`reKW|j!j1g0zu=Iz;f7J(9`Kk;o@GtX95LKHjWs?%mg*$K
zUyQJX<F1;egId6$mV6q+m=kNr=W&^QJoz5-^VS==mb5NS-RLVt;P!7J%i$Apk(3O^
zoJR@!wu8;&_6m+FG02h`jgXQjs3%sqv1CuEjwI)OHN}-6i;60I1c$cxLDMbr6J258
z5c$*3z<@n1GL76m6L$}J$@TeC2?AR}Q4{Wn))z|@`6YJB^xZyz++H}dhkVL(IQl$u
zqEsvBpU2TK)ziRmQwi*&4S!{X`#H{-PDL@X$m-i?Vmy-KkAQB%O;+1?f{Y};&9>Hq
z)U%G<Z1MJ9$q5Ybdlrf|-;D7{Kk{b6O|?IlhoULN_CONln{rC59_6=^-^ad@*6wL>
z(0`g|v((lR*FpxA{vBCYKt<bIBSN|2Wusn5KpSv-G4>?#qa{AOj`JV#9e1FA9Q6mc
z^+8dpWQF-@!z7_C_;a_x@y3t^edNh!!1c|un%v$bdzSobYe2G7JoFFtu|c7q*I5j(
zKMoH)ha#|V8H^Hc%HBTruM2s}4!PqDC)bt4zR}EzTn6m0noy4?z<~WYy-a?WIiycb
zCb@lp;0ki<Bw3$xmjU*H0Flqba1Y+Pra3f7xT%bbK0{^H_Qd<-sh@yrrQ1T@j$M?G
znBZSL{nAC*$lBYH0hQXp@Jx2fqR97?M=nCy>tk8x1<1Fr0K-}*I+CyCKx7;0nMv;5
zQ)QmNJ`6Y`0VZX(r)3ghAaN`Vt3zqz_E}16$#WJ!Ugvp3+e6RacZ+m3wo@6<d<!Bx
zM29{VZXAkz8!0=<=e~gQ=UbzZ*_HASC9!CFx&^Va6fue4;fEQ1TEb0bwJ%`o-T{0T
z6Q~YPAh%aT>?EInS-YZJ1p_-mPj+d~ui|Yi?HO=?86*UMWoM;ulfd%+Ncc=TdWiCm
zSAwKg?s}bIU==^B%7+OzdP*L%D`h*C5jOlc##5a~1G~uW_l|#O7^obNoE=K}G32vG
z!cjGRK)5j+KLw8JJnUs7Z@w)n1|ULxDk|Lt1~#+bp#6{5<UD?(cv^tmK20-=Je|{&
zs^=v6R%yMvHChMO4V}VaBz+zibcM^?KXcPs%M@~YS-37A1MgSoMR;gWJuek*dPw`(
zLkgh$7Rrw}?iPqX-)5GvK8DA;LElYlbh=`9@a0_Xr*liagqtkA{w@3(;SWPYDQ_Rl
zcaoepTljSF#qsNbe#KfY5vxpx|0Uc!1;6B?Xmog>3wdw0AG9|<n%q7ZY6p4A6*W@n
z&M;u``!Enj!_hrqIC=`Wmf1M+MRLNQ`AOT+`+ZE#3tNlsYc1OgIaL1%<j{0~$Tt%1
zRl553B0!5^ya|vL+c(!lz63=>V_{fZyWNBv`H?KL80dGVlaKxg@(amtQO}O&p24J6
zAw8<u8wRcfAcB7PTai!h3*MCSLxg)pGu=&!m%3EubA)S7h4ewVJ=2m(e#s9B$NZw>
zd_-=aPIiWTu{D!YE*bhST=kM%(fNcaY{h`P(Qe3d;+Q@1_&vk-?qPx$@BWve(B3ZF
zLAdGjhE2qKCYbUml&@s9SGJL#Ko81SG<;CKFAU7(Q>;&U0eKEvZaVN1@e1VaWm*%-
z^C+*MpiAU+2O(jrJxARZ34zspTsdErzQ2<K)nhok7D>L1{45uARU$t}K8t%2wU8_J
zgPx8*!DM5~_YrPh3}H)A$Uc1uzsrE2jR<JR2n)!|b^zCx^JW^bH{2Fdep405YkR$N
zDjc#F$@`ps45(#Ib#5fL4+0K*6^iU@UlW9zlqK|rVQmTdC~u!rHs6zXk3An4>dPLE
zT+-%QKpJe6W?x$~=^gR}wi&{hN!h}U?Z`Cf$s+%r^0^$j{y*}t*Px$6<L;1lfsgs@
zZKYNFL#PdFlNNarxjl?MR=9DZ9s8J5X>2X!yK*e5FL}`G(9co1Iz^w$+6=H?9HYpu
z#Jce>$n$Ftv2+>$h3_@R^QhyIF1fw`eml9nIlbH)&|`o0Ym%o|^h(%QbkF1j2843q
zg1#Y-2sb(6-9{v-)?&Ot-g!ByioUYzzX`+kfyAGXmmFf2kJL8|a6*vc>VC-Et^=Xy
z#5&XmHIOOX8>O@MUM&=E9Bs&Ezc!BZs3)l&^lSYoH%RoGJ=llYGSUIenkGPa<P|rh
zy)2otx8L7j_}~g|HwpKpZHI&UruyM6#BXsk#!HEIs>`H<+il60$PbQy9v!;bKz?8%
zxaRz6@?%eW393`nSH17wFwlg1F116{fqZToHzG+Kwy$Fg9gKMEId)wK1>ig>+~jCz
zCW=^F@4YDB#%exnCSO<<Ij!xPvO}O}aio_Jxs8!UoX7zC_}SOUM;(XZW&ZGJlyFlr
zJYT%1E^a5cHv?533i*-~lJfR_Rsu}QDsf7+CsRC@5jI?N$8?aK+FcV4Y@owK--f~*
z4ytQYbsKqN5af4IU+gf*+ebw76K?E3dI$1VD4#+3<(OgeIRhDx$AGH8maGd84u^r<
z55bct-$l4FU|$tBjPg9v)ybfI7WwylDWk4QPW{OMb8LqBX(jA60)|8GaewG2Ikk#Q
zhV>yj#&CN>a@<J7vrlkeBHTE<It4lMif7Gn_E6rQ1h_yx&hg|c7ES0pH3|l@gWYMJ
z#Ie&!P$+5fezO^V`VZt-B6+@W<G{2>A>YUk0skYPoCB_db`^ZE6TlT5I`vzV{O}P^
zfALIHPX_dr<&Ea2t&I1{t1g5?>tNTpOdgj5zMKx#&wycj714vE!4FS@JbDfCf_<I=
z_UZm}g_{)H*FSEdJdf!pD)MvW*&GJd*FobkFkJE}lj9BzH(k$gu9(miXEB039&(jD
zt1WU!>%hxnVZdISw_dnOfPEL@x0IhP(-CndH?`8X9|uMDy^}t2bK#}=&GG&^&d21t
z<S5Lp@+IiSWtTd<8U7CRrAE8)67Cz#9<C;IKf~=KAx@E(Jk3<*s>efL!py%Hq2o*w
zZW5YM27E023(f>z)Z43@K4+glLYhf{=^`Jny2y#b%?mW;86>n36)hBQzNtCm!FBX=
zBjqF6uGAvGCfqnwa@Dmv_{G5Rh~_`yL6L@z_e+=n*={x9yteBG3pc)mRdDlOl+4?k
zi+GhwA>KiT+cO$hsc*(_F`i%w(;V<F^kwin4{LG-gmB}lz2z;1yk#{{vUroyEC$%u
ze`V3YstRyadomZve>et{+S%<q5f0hIgjvFkLzC)2530F5s0SHg#C-_R@38-SP}Jx>
z7|`k!PhKqxd=fIwDI^bl9bBvbgOi}AGUu99Pom-GL5(g%mj25Rnz9+;(x2ekk_mVp
zDOk}Kj<%)Y>cUNtuCNBnn^NAsUbO?|&4VrJcZv?vT*`pDLy!V};PR;`JrF#Ejs{PL
z;Q$WzYl^#**JbxwzfOb6?~Ox!Z>Be>%x6I133p77z&QV2W!$_TQaSJE0HZ4Y>H`>j
zbOjvQ$sD+63b=itWf=J~cBjKB|2nzzFdWgbr<LR}_}*7^G>c13g@MVz?!=zr*dK4f
zfpS#Xf#EZ_te^^WsOB^jSx3}%set$;2{%Qynsp0b4ab>8-kVSUbCh3CzWHK|A;q(H
zXC=VALf*7G<E5s<fIasVMQ&f`lR<8uZ}?yG<0ZB+NUeEh1`ITIkrNB)>0<K26X4p3
zzD;hA>Sxb{o`Y=8Yf(3!1#a(640eT^rzSKOWv4BJsU|?UJqDB~+&uT=`{Jq57RCkP
zUe0lNQ2VF>A3{&bogs35BKZ%JVDG89$`sFIKo4s+{HSnaxKckDo<RAa+2Dy+z_lq<
zUARd=I_I{^uny&s|7|(2XWt2&g9wwjE>9~_6uEtv#GB-+nR6&0$2le3IBK7Uaf|XL
z`;M|UY;GbVT>1nl&>|Q#7Y^BjQH|z-zs^deWjs;1F}z+r^nK*1vTw0@YCggn&Vij)
zrI3XKg`1qRPe98dw@2wi7C^ou$4Zh}5*^6bVn18OqQ>De1~h%z-C-QF_ZGgs5DFXc
z{ZXC@SCiYP7u>T5^7fekndIHdB7vGQUy@J25SaT$a^Pd3gCB&@(|)iP^AVIDaNKpt
z(oC{vjgK?DM}7CUg!|fZ{7uI;mMlj6-7`=Tw5PvMxG9yrO~LiNslX+WU&daTI@^QX
z?ntjApWENlQ#@vQlmWfJfq`V^Uhq;FNafuS;pE+g8;9%z2?kI;wo=L5%Ok&V4><J5
zGgJ0s7>H-f7{PMX7rA}7bRK!?8aS#sRBsvd*z)~^8%LLJgXTH@NP*9A^Ulg$f&lFm
z9ipP7!!V$ae8*2<Aefzs=FEvN$WQ+j<B|5{wU<Nw;#la>CdOOjxpld>OH({m0*t4<
z&p}arKWJLY2n#rHr;3hH{&a0<SVhCv$@2=qwMQNNDfIts@ig99-6X(!$t{4V+O}Ch
ze&J{Ea2m)ZPveJG9ST_iJ@#d9eaP*tRgG6hAwtVPkzzGGWF<U}x{4IErr~+yC$ijb
zDf0A`<C=-p4DYiF`nGY7MA|amZ!UQx7tDS|9`YIFbIv1y+O}#f+^aLzMxkVK?l|{3
zcc|#!R20o#kv@it$Xm6+cTp#WPm*t~hy<#9@M<`e>p;G?9}ILMpUh=*Xo5)TjbVU&
zRq|)TO$u_i!oXlUx|{N6xcOHNw_F4H#j(hVsgzF>ZmPxy%pvV1Z8Y-c=?P<mE{t%F
z5u(b&u-1+0YoVwr2jsN-lu8~Hh7@ZZ+eB{P9GaK~J;P)O+^fABVF?55vxXY1L&~mR
zhC@B+=nKNVex5aU`l@h~;sZBgJV~t+GstTVLk`J%2T#vl8n90ZxXK9jwHwtwhk<ZT
z259qhB6$GU#r2`1Uy%pp!?3<zYOYU(qI|B4)2yDd9x0BDLyAxNLDP@IO^Wwh&C>J2
zO^S2zO(>eidO(Ky44<~fJ@=}7%j`?mzGHa(3^yW8p2kFcv7O#@d~P=4+gH!*6>jS0
zqa)#81NwKH@=;vAu2rP{M(By2j||W{JDWTXyYRXfb(wZDz+N98xCx3*^F<o&4^LZ=
zr(5s8F~W_bX?||>Ym&fGo#24HU-A0_`YLn1QWEjY<o{R(M81}T#X7XGTez`fpEZzA
z9=_AdsN%ERu2PY`V7k#}I5dls+!g51JHm~DQ>~By{d8rKXNRIBv>ASwdLCdS7Bx$%
z`=eW+sPq~{_>ei#Nw}#hvFt=@(Jdtpu@=$XAvfPZ^Mf{N#cqY3E4Se2KqjEG;pTPY
zu$ioN;4CBb;h9+4H*2yDj$T*~)tVDsgd0cu-wUn}-%@hBS-qRw>=E-GcQt&G0qePm
zRYyR|ZHIv=KOzO%3hhq5>0YE*8+<E-o1)2?42NXg!~6YA`5pHaIf~a!;FmD)`7RjH
zr#_DS)G=^P*(!2-uhu2u#_*t;Frf3B)pDTUzR9I|jt>F$p=}Eo;Sl%8zrZpJ`VZvo
zeSMDzH-?Y?2E%#&h!98l?VRKaryiH`EqoggVHX27GN6D%fsP*nex{<bUm_>83s!yy
z99qu-3^mY&ye21|G)GsH>k2TR&T3s|zz(*RwQ^P82?J-jAW0SV6K+y$->f>8^7e~u
zk8ty%E?=@2>~l^sg5Ab_I2Q(Ly^9<wWR|uQZfg6=yD?tYG-b{WCby4NT|i#)pc=<H
z>hXksE<Sl+7Yx+mYFd5nBguo<YiLBnL&yjCyDQ$5bxsBB{Nb5!oNE$paw>W$67mM)
z)!q#|Pu)h5YR;yThfZ|E2g)1TK3uHhSBPgHTAxpDuQmCLd{`rRr0unYuc0S_ZGSEC
z#pDfj2uK}U$pCxZ(of{}(T%mffq_J;LHH8+@;_s|taz3gvYI?#D>5Y3<8He_f#LD-
zOTqM2)glj>x;q72drW<Vo7!P-T^>*Qy^Gz=g97XOFR1IDlmA9E<pZv-w5xj%-=6dh
z-wVDz+l_xq1`f;1^wV1szXqRQ^{eK$kh4$em`YygxK|~fe`*CcJY5PmlF#RB%!3E^
zAzj%Gk*;>+PYO5b`uP)ZEt5?0xbmo6`U*ZkZeQKhWk2+E#^<{DZ06+*7<DVgGpPoy
zk=xgM-S<5dC9%=1ujcoJo7&!{EgaIPU?1fNv;sl5NM8S8KOlmAu~K8<CdHwbk>W_^
z#0c^OoTk#8|AyS&&FcRn^w=dbK)Bc14@!imo%~>7HY3<a$b3$Ie-KijRpy3KB#z#5
z0Xa9Djs_e6A0LDS?D9uI8;|4v-Gsq`m3)N`JSbpH|DWLU*^`L*b}0lbA<wP=d42W$
zPM$dg^4bP#au9mfa#-Pg>Yq!#0Bb>fMSHl;Gr+!rE#wds+3SpkliNp#&Lp=_FvuZ~
z<je(zLZuSqGa&9RQV_wi2t5qLeOb%2R!$La@_f$I$cYA&-$MC?GUH%=Du0`N`n4F3
zYv;S+5z*uRGDI#2vsZ@=lps_8()jk$#!wEqy-O=3AM!CAV$lbp9=UzYSiPSi&l7rm
zj&|&OGhoG8q(K`o7lfNMFS>#>5AaeVgH1=F=l}-})NnlchovDOPWc(+CAWi1Asmzd
z^NC)|wSv07<PS!8l-*g))QDeT*nY=sAP+C`s5{Or;U)nSM#G_I{_rU3nCLML;X-yp
zwR`%82@rmX^<5wJapd-X^9|(o#+-}7O~M>&`tzRS<e9A;_xjtiNh+GnD^21^kuV<E
zTY?`sfuw{UL{jSdAt}+qjeG%C2S{@9n@WD}a*PMsl7B_c6Rv$lH%PqkD-_w6cV`GU
zdC1FMovt+eDf!ud!J!-)*hiks<8O7$<ag>X+0>UxP`UsHQmUc$X$l$(Hz`ZG0j@*w
zBgo&hD#w26N#hVjCLOv!`No{K8ARUwr06%5Ac>RoLmBX$2@u|JJq&9lxI)e;w4xcb
zHm6vq))+`{;YLrBVC0b2?o7%zlv-ck*sMy!%NfDm+%)PpC>n6kjUORRf!?>>X(QxQ
zZXe$I<!Q*-H-erZx36EQat8ADRU2)|?c1LQkgxFf5>&_0&%`YWFm=S9HAy@R15<o%
z+DO^8Vb6pO{~h7>{aN$Kmva5A=G+eQHoH+WeVB1&&cS~E%gAXR!>ujclmKr}@;T9r
z(2@aRi=pT$c_w+GwYOn8c|}fyX<aNNZ}L6#L{Lw=^Dvyukw&!WrLw=z0Q>x`Z^)-{
zUz^ssL*#8jkTUI=*SG)!_Dwx0<XvQ?iuvhlWr^XYvfCF-on{2?oGn_}^3X+OseMFR
z2jM15zvFvLbD}?a=UQm1sNr1laB1bat9*g6KHg7RbUo$#OVGISCS2C9&q?x4d<<RY
zZNz2BCvSrMX!5toBY2z?KJ|{Xj(pQ~Pu^E_VDB{sT(@4GZLc8d&RyjBP8vuSZj!#2
zwQ@N5KJrneA+Ke3oqA?H4t~><cQ0iGhWj_K>V}M#N4Pqd$7uuV;j6H1FZhlSZfx5p
z&<z)EJ~SEDhh`?_FL9|S3dM1DQ$N=`$Ql(tq~Z=EB(gQGU&Q*?U^t(v<aJfr3*>*h
z*wIt;0l7Vfzgf6>Mbs!jX6#00v=|c@?i+AB#`~A{2Mehqh^K>UhCXr~zLflgI8F?C
ze`cokp9hgojz{vfz4HY*k5+JxkCBDm$*WPF(mYqBw|)Z-x7YxOcah%}Zc1VthpfWM
z>)ixD$kv-yzoF#w(xG3+QPz-$Lr?MfkVhGC?sr6}O9L<7f<x<b;Lren1PmlkpASC2
z6!<dX#?fkA!lI)G$I1V(xhLQcL`dQa5PgK(k*AeLHtPJ+Eb@eLa8%{LCbu^gKK4K8
zZ+<Dp^Kg+L9DUPp??cQ*H4lP2GbF%N?)_{Y>UZ*U;ifK?-+&ZrR{ul;ePx)@{It9u
zxDCTwOAN$1P6u*xhKIbHrD1FS$Zr}0W^rX@IIxp1+!zj83d344{qMkleWqUva{I*1
zOy%XFN5&GmcqR@=fS0m62&h8C7a5@$SNmvI$KHiuv+3UabkuMdd4Vr8|DC{%`R@cB
Gy8HhSa}+-S

delta 155331
zcmZ^McYqVs`gSH%1tD~#Mw$hM&_P5(Uj-zJ2-paS^b)S1h$T^ovaEqXh=W(qfY?Q&
zpbJr#sQg?MuP$;`#J2XVsI1uVitxSd%sHFo^AE%OJa0c|&diyaWS@_=dp_DOUUvFL
zPt<hbe-}Nm_R#J|>uQkDY27gSOgv>BYP#Uj!SAgd{qGvXpWCvb|2NOR)$^9_qqlEx
zN9ws(9!s=p(9QkW{}Pur7}@hHi_LmkWbL}Uj?2}-b%ra{WC#HY|NJz@!R+-0t6SZ@
zY$(yA*vhr0Hq&=6+dik^tPZESCJu8Il)e_aYWpWWdRXquCMFv68seTkF>!gX&rtI9
z9^jrcF)_FIg45@rYGG+^b2jmH@4K5X%(+|zv1sb}$&)4M9I5M~iQD>k-P?aiZ0gg!
z&g#~dt7O5%#DPAM{!uah`c(@wUkAe=7#0+Mh-SYf0E{Kk6%b{bh~Aqh>f5E~_l4ld
z3o&+k;D5O*UvasH6z&1l2wB9?Rb~}Mco+S>u{-f~-&mt_zzmdJ|6rif+)pnj?&|lp
zd+f@@*#6U+SKMp44%a9se8bRqGL!hf{<8{HuBW}Mat)CS%C*&60E?mlKuXp~QRNw>
z7}1Kq#1l&f^c%fFbXKuWQFIol6uwzd_)+fnZBW)G;paF$(%Q#uajF23k}VSxe-7vt
zR{k1Q_jfz`Q_26bOXZZ+{@m=Z43St8iIPVpeyx{jILnEOp++V{6m@hiv>YtT|4D4U
z@DeA7OE`vE(~f719L{xes6@9s*cYy$np`I+2P8^fmmCIVC<hNwG1SO>sB?IPGE90-
zB<2mgs<G<B;+<G$X>Quq#D514ciP>K;Ma?y^B@4XyYOkF-6x7wd;A!UQ){@IQbPpW
zeZxh%-H)=q>Cc1yRJ)^&zqs~ye+>M|Tv7R6TisFVQ$}JJIgSG0=o-mvEP8@t27Skp
z$Ov(K8?`LN1o9=HOE>%NBq~Bw3^g)*2-Ape+Lf3)sGWDuE>cRfQVNyIb<3yhN<2B}
zK4-kGm#ArG6Xrc>G~vq^iHAfh(H}SUXi@bh>|{mLQAc#74u%bmqbxW&O*}nWlz8>x
z7S~UDhEgu)l*=$>qpqf0wd*8xit>oXNVkyc9>~0h_!z2XzSaeQSe)oNc$G7`mhHfT
zN^`SPiFXGNtuqG{cYilA(Zc_z`;Uo<68|l3Yf_@$kS^}Go=Z#_a-F;Gq(liwL!V20
zH{@z}<4K93Lp!=(dp0q1=#}mclM=5E^|~*4Hu1&K%RBid@nZVlA281e*@D>EG)$FA
zbevG4|J}Cz%3){MY_De6%W!1z%IVR~edq4Pzei0NJzTtvVx6LBeNf?9|H8x2*D=DM
z?f3|4AN}tJ$2_-6#!X6GSkNu3{JjfP9AcXO2B1Hc)3eNjbx8Z$eHZzQAQDR=Q8G#5
zzs^G!Cn|;-nUzFQ#pgVW1DlMWNPJ&#nUjN6J%@P@8996jM-TTUg>GfiMJR_f1xg~}
z<na5`G<~u}#ZV)Y);U~5$5S$UBC+F=s~W35oKG=IbFJ=Aw7K*w_x_s_gD>scwA;-P
zq;y0Y&PlEknj0TZO5AzrTR15$8QsNQ{Agm)=<D3yO-hu3<a;!645VX|5);RCaX+~=
z5gv1$`?Sf4&q3<2HBo!))$Uf46Vt|abZ>qnaqrkG-RDnEd^XnWKKGIBC&zZN+&3-S
ze)hO#?(n46kbmK;JHNqVUrf_S@(KEgrSPLD%3NtK`Y{f{h%8RwM;~*!N~3!~0n@EG
zxCFZ}B3+b3h@0l$3|LVVT{<JYev5Q>M2cJ6HuuC*>TMauicLtv%ms=D@Rmmt2QP0E
zMvt)okWtsS%J;je>b^TD-_c6+#YyyH@8#q@i4F>4G3F`8@vWG+Sd`{|JcJ4q2&?=I
z#KcWkG^yhO!xFfRiCuAK*o#hpy!asL`b6x`qF+QWivbZEu^1H5jiU6X_hdeH{hO&b
zMbuS3+MZqyGxI{>z08LpzX-XZ3y2=KQ2RoN#9~Nf29p7m_u?Z|9_vGSG=kB%WO2tw
zR6$C_1uUjToWf#O!~lzBVUdThTrOfy7Ar;U$fD~zhycB6%A!ZaS}b}+{NqE)!zbeR
zAQo-HVb5<-`;_GhqrWrmvs}w_)_^w}CbKKD4OjdKm$BTqSiph?rNI?XfapWjXUfO0
z=<qQfr;yahAC_2ETm&5#L#wz5^Jv}g`0#5VkAn}09zZ0PM51JfjNVf?V_{)q3Z27n
zks?p_30ruim_W766g`fWcr3xyF~BhX$vA68@Po};uz8k<WSV(Y7yeInP{stRWg^=B
zI%1Q|Mm;o!)RZ+mZHa)kr(xV6ew4z1yqU+5<CNysu^6GSrMcxShD2P<VnD<jS@er|
z6^lU;N3j?eu|JDx5NZ6+Ww{*bSQ6Kcl6R%iBe@fmM8!}eQ=u#6VMr2N6y<e}DxJt4
ziGa%X@|2_iAnpROG`bh!xWc&Jtr<(>5zoO)HI}@#8v)KctQT#nc36K3*UcsB3hr{n
zqjx^+UqN1-6nij_a|fao6ox6?p*MloyhwGGCt8DPPjHhNDYsEF(UHcRk@hkVk-QX%
z0)6~1n$nfut4hOsT=jmidZ{Z_0G+_EaCz>OI!p07fdj~^QVW~}${?Jq;FB={qf#3G
z_R5ovw91Th^1*7Q&Ou&X5q`lulp5EODi=|yDMa8H(?qQ#jdl=_q9mP<xCcG|UA+hQ
zsK`3AUtk~L^k9bKbr1F<uX-@j$;_`4n24E455nqv(N=lVkye_K{`q&c9?U{s_24t+
zp$9G<>E{sjz=KFEX%IEmQxCk~hlxQ2XKQc}=Rz#%BcqrXJ~F@PL+;{D#0J<URTYbo
zE-zg-G9O|-$WBO``4P-Vm<Wa8GxM8vUyjEdtoUr6Vl7f;^EzyvWdhYQ$F=nqwk~Ju
zGFBp8wtkCw7akC?WF_!nShq=?6`o`T4=Kb@FXO%%PZ4zf9nP$e&FQd;#YmU=xy<|7
z8r3olv~_J}18mJ#NU^S@%;xp*%mmlkY>s-FGqw5N2NU(KZWlhnqmyDUan_CC2RnI>
z`7{%#mbpMXnL})n*rF(15%T13@jkXBN(8KsEBBK~Q9!(vMF<myIHkEcEC(rUY3>>p
z10s%L(J$g47JVXiW6>jGdlp?HdRXKkDa~0d@(`Bhj+W7U<>>)=d|gIqMsT1({4a|k
z5&w_HfQT=#=o9gA7QG^FV9_IDA&V{%m$B%l;{_tkWjQGHwJfGY9Lr){#EV%h6R|ss
zl_Gjs^hyI7u^1B3&0<`{U&HS~smA(=W$(XVmIl3aT(rtqq@Gv2UZmO}ua=Ir%){_!
zDGZ${w#=iY0};60!B<IL%3%DX*@o-!z8LGmy%or4#U~9{eAowOZ(e5oRb-vnBXHl%
zSw34TUT3x(d9{2VOHySJErMHNn5to@_cTl`FVcIgX<lw$XhwQY@j6l~GtwF-Qa~a>
zpw!%Ifx@{N%9E~X|4O5#k&4%mo=0BQ)WwP9)sgyDkCgidwhOes)`4cN3>%R?Qwlm#
zff?yl=AnC)72G|j>D@WiYRauwj&!7xa0k>Grp1ci`wbj_d{y%WDyW*SbRuPSq#I8W
zsjKp&Bi(OCs;78e(#>X|!(qG|T!^=b<2usu+0|=$ofXXqae*0Wi{f>pGt5YLJAr~a
zP+~UpKY!{?R-SZCd+ss1H$d?^(pKbE^Uic4`E;c7PEk_jI@&M69Ty$x8Z%NEDA0`2
zkp`NP(#%8iTsqQgv#OVLuX3aV9gR{+vR|616m+EbQ9;!-%868_my}5uDHbh91TOP&
zW$8huCOCs6=+sw9R17sTm+7<CYkalhfus}ZtDA*$a`l2mzzG;WGPAYza%TO+CaI^f
zm=`5JLq5fPfUQw2vs7D;U^c|oK~^GNww|{h_6$%(gc;P!q_lY*Hczp6oRvtI&ATz5
zW&+hR`?U32+=eo?&ax8evUMf#;b=KCsF(Rfn-{UUi*6exD_Mzj+583OJ;cXQE%T?g
z9?Ptct!Z(B=Ay*bi<$TTK<D5X>SdZ<<6ImyWID*^0s4sfwRvCWLrkDrrn|P@zm6tA
zoY-W9l}ML^A7eg+L^u{hy-a~NPY|6X8a6z7%j<s&=SY+YSpA;gOCp5<aSMwar!<#f
zF^EBcUBRMX#3d~HsD7Ylu<Q|fB8x5&3s~gtm*xhrNFxij=ds8`TbgUlVhTqL*!nC+
zMEs|ek`9UZbC~6T$X~GN7qN^*uZXX)=n?S+7U@8PNRO~cha`yWS;RvV^N6zO65E?u
z^o2#9$#PJ{Ni4=iyoAN9h!?V0DPmU^z0$2VECxh8gT;u5C*Fj7^a&r1KS=IVeCmO>
zpY<9w3T`etC#_c$ua~H^kylI9M&@yH9L93#s%P5`)fdB?lp_@={88?6xP|OQ8m|;|
zq!Q#+q+U*>kd8F`6p>C>j#Q+Na!brWKfrx5C^=k2_b&K6Ji(0gHY-3)ejVwPY1M1m
z%!+37>YI`7QoJtdN4)f)lJFXAsuRhhBmL_Xk@_o7x~50Wi<p***O8Vxks#2qBB~im
zDyP{1!xV-~z*9tek2TGjE;J)Or+6Kyl^JP`6Dh4C!6o2S2oD##h{Tdel*|v)x&sH#
zeY9qk5f?+1%*}d9I&C$d(%6!ckHturS2Q2<E^Hs%#767Y+InA%ti8l0smHMx=@z~l
z#_4~Q6?|-tdYPxSIp|{A0XFxu66tdA9n1%rK()+k+Ik$b5w;Go66un4ICnEE#F;_8
z%%|GC5wmGFPq7l|a`67lXPH2?%%9r&0ChFVY?SXn)3F(O13MMX9>((zbl{iQNv1F$
ze#IikDa{>V5pzT3JuC)Ae38X~h>x-86VYbTE8<EPT_WBZW*LVJUC&{WhZZhnSfm*P
z>=+i)qCAL2nhwBrW6>k7+q38w(Zga$M2p2#SmdLxK>~VNq*bvDHUN36;=tRDwJNQ6
zeGs%pUaeJe=AqAJ6oop!`Fc7C$`OGJH;iA>@LJvzZY|_#PFxICGG3zSj>+jo$R;a^
zjk@qIE-$pjm^*Atkbpj%!y-ih@k|yuh0@&VRSV_yKL=Oqd6ka8&8T#*;&r9HkXMyH
z!8|14`PoTp*LC1Duccw-NUdP7{{OJdh%`kh=tyrPuObb0B9;H-L<*cDQgh`<Mfxar
zml@~}xR}ph|EHRfK4b-`DXk-Ye{J=ewy~nQR<<-F#T2hgI(Dln3D^JmPNayAbmu7|
z4OgCYP0yhxb;G=q;&r4oP9z9a(+Lz%fnfb_c8W-!zy>65LX0#cy{vd0sf!uuLFS=(
zUKOb{_slibn-~6<@}z6}44zCnHC>^29qCo%)r9EjM5_GJnGnNH5$QDLNC#TH)C%iJ
z6)U7>9qCFl(p$_!O<5i3(ACvzN-0M=Qa!Vzh~gnoSZ)CvhKH3-O+hD8Tt`}Tib(yG
zCmm@EI#Ls&h2nKdcbkF!#LEL1XQ(NtBh@`cq<5D~b9AHuW~65ouOpplMq1501oG)X
z4^M{v=PwaADo;96+08~xBNVSArIA+?qO%jpr6cv74C%w_gb3WchmVp;w6endAFzTi
z4~UDQN@ki~bsvrr>t{<!9(KSe@d@}%<^ybvYMFW3dMdLawhpoq>9Y08Fe^luLA}gU
zZQhaD6r0CciFDcgQs&c4pjsxat-s~M%Gf%~N~Fuy^}#v}T`6Y<^)f$e^T*lTg$FR4
zc36pY+5BDRJ;cXQEpt*^&t}%g*0c)14j3i2jx!(jvpMQzJl8op;I2#u**w5Xq|4@4
zFdt$9)iMEX{nK(9v^ZNwSc!Dmx+z<ye!_e3umeW(4ch!UHqWwon$1C3<^Cb_WlW%2
zrbJsWVz!dlWH~F5E(hPhybI5iv2YCaGUeL57t>y%lXO0XD^NPE(q+Ka%=?Isp<1TF
z^-kY@znd-+n2mb$MZ%U{7%oZ#oC=z-=na!&I5n`$aY}Q)?<8%i0kpqkk&7tJeZ(U5
z2iUzVa)aQBFpF_49N4E=42k$4i$M{?_p$63`3@F+A}(OjBjOYmT_Ofp<T+WI8^R*Z
zcL>~*MV|1bxsEKRa2^BOl*MpF<XS9;MEs+e8W0fidlvm79%Rug;#(|wM9i@067gvk
zeIjmTG00*#7h^dt^qnkbMO?^YrHDZmz0!coSqz9cl*NdMy;w|(*onn*5u1@1mMgZ>
zTy2!|F4w-fquQ!J4j#BV=a)T-*K2Wi<kecdm3drae!;fW74VDW!Kn%qrU#Ctx!aT{
zz3P7l4_uu{*C<{`dJ}mSX`mA+ts{*wBT1mf$`J<&<NLvPn30acB|KgF=t$R@k=|z>
zYKrJcUteL=B$1v}j&w;)%|M07hw-k9j`Z6?qo&zTq=1gJ>=cpw)gwKPj?`s<SMfSf
zkp$xFf0q-<t0Of!MWm15sz2|#aHtunSn)bi2eTxbd1zi`B~1wEe`)TC%d2;9f%2rg
z_wfRwrppwsBke+7O^9wzq%23mK!d9Vg7beZ<w-{hnUTJQi}}0>5ileDAM;RCTu1sa
zP`#v$%8?FKCu~N#T`B0AzMpT@bgdI9s3XlkMWkNJk&g5bI#Ls&iQ@N$omXq_G$Z{A
z7xR2w=+lvEo+8rQtY~h2`k0ZPQoJsynHea&%868Y#91O999O-2Q<W!O(>wEwnuaJ|
zM|uW%H6hM&0%diep5aqOItCZ(d6WDGGtxoD>qx`QNIRLw385psby@Y2*5LjlFVg?!
z8Z|Af9_bMBs-|&Hq@a!zJVm4~%8_o~S_%}F$I-Qwg05+i8R<K?n3oBmBmFtHdQGpg
zqB$YXF-zK{cn(DCZ(TFe9Zn>dj<os|k*-vpbWOYAF{v}jdn;a-^f2<Oc}<ar^%use
zjIM&{?9}-bkq*QDB5#<kG9&F%ypGh@jPx|~5GbVsy)p)y7v{Hs)tgIqD^I$npWx}G
zQ`0oX>q!4WUez?zi4@Y2##5xKfzA|1VdIwn3NzAQOQdEUX}THdW9FeIzmD|7XfT3X
zrHH^=p72p}E?t|#mx6AlOY$I5G1SNm01C#Ru4>0GB|5^Elzc2k%FHigKF;Q-mMPFz
zz0H_SvvrD<NSCcIVm`|Rs;Mm=oqs;Mg@Tu}c^PYwGMk@ZzLE)4%PiHwA7IvlvlaH1
z^bsRnw$3u|WdhYQ&p6iM+%-)5+1$rkq|D}bGaq0A)iQe=^IThILu?&nCDLW<;mk*v
zKsED8;TJc<JDWHy**wl#q|D~E**whzs$~x9;G20&%h)>0N~Fuydzmk10@cj@<qgP&
z;rTh9VPJ#FTBOY8tJvH_d<@kxo+-{wr!%u&W>G0qpxHXi`iV`_Nes5_D6#Ku%m>13
zj(VA;+WakgYd;!d^B^k)@Po}OnU64mYMH3EE@C!CY%<PDq|4SXFrNk@4BJoC%iO2U
z$1+{U=2<pJWeL8R`En*u%?#d<Sr=Z&L04IcbUAom<~_v6!l;+oq=WBYOf$mA=5#p-
z`*xJr{223oHb=EgR$C{S4YGBBl}MMZGt7sW0JZSROr<uTz;v9=BdkTrY<@fQDJD=Y
z(;?{0h!)Id**eWiq|4S9GhfC8s%7?t^)vgAZ=%X8*}R;!NSV!DZ0<UWjg6sNrmqhE
zAXz7wje7OQyWlC*j}ifwpu3(Vk)nVYeu`y|Q<{5_MXCYl`&i^6N^^Ix7{}azUBF^U
z#3?KWMGUa$7jX!SJ`sDe81{(Vk!6>NO<Cl51J}qb(v*b2e>_1&@SH5oea~Wwrf6yI
zAd3+Z-(oQ&Vur;4i{aeUEc=Dt$f8%o7>gbe?_|*>;zAaA%_z+US)}y{vb>x{UXV(2
zLs?AWIs<Gk62sAm$eoxDiP((AfQYqO^o#iC<J17Jh&dKLB7V#wp94yBZ?j0J7YO_^
zi+p~8{l_ybr}69p^d=VLBCcjJB4U`upok$B10qgk(J$f^EQUlJ#$rmu-YCNQTPAX6
zrd?7*a~6Ff)?qOy;<3l50dWy4Sj>ueh{Z|~_p#`cQG12OAd2|>V;jqHp&w!~E8-d!
zD@Ba3=#_c8h{b@2(^!m%IG)9{h{IVd7qJhBVdqYS?An{a?j-M8@6Moc1@<dk=@YN7
zi>^mree>@C^Kis_aG~H^9^VY5>mo$pn}4`q!B-t2dNdp67eHCJG`ICpegX7h_|kcP
zX3JD$eQo&d6eF{%6|Xb<KjhW5;e}3SUY%KZG^gg{RSg;QYntyZz%?<+Y?QwaMVHC9
zL!wY45m3xeTS;WcrMb^hRJVAfv9G{IeqLkGo?<?K*{BqB{&md!Z)YB&hIIb1A>cJH
z(s<=aH>w1lx;hupy%Z0D)bp2zP(gL7i4)1MBXz<^aBWMCN+MC>r{%viclJCwa|DTs
zp+;teJ~PDT6B}Ve${j9kQG)Xd&i@^(5NC7LGrti&j@Tr#QJ;Pt>-Zzob0WaYd=@DT
zh}W~oaY}RJSPW3u(wv_~|517V--G3l&>c|B>#7TOG<oAU_d27i<*+-*J1|BgubP@=
z9$HvNQD_?N4-c+Bezx+Y$Iop>x<&DNqI`9&5ow|mDWxOL!a(pW7ZLac1o$Yq7RD%y
zhvM8hG(uV8VyKdtp~r9kTw=@Fl9G?bNSCh*jxk@!)~J>VY3l^BNoJ#dJ$(Kxm`ONF
z3?%XVW*SZk1L77IIS#x|$6^|T0K0<4l!!}MEE91Cih08~9A6l%`ij?c*T6fl&QZ}x
zDd?`Q0R?CLYBCQ!jQ@&B(D*gGxccyYGP7Ewk?2U>e0o{&7%0qdUUe}eJ;(|WDX1eo
zGpKr`e<@FTqI`C>5$OuW>ylnYUQNlKGx`1tMDpoK!%h+DH04Q0T5LwDm?1UmNLQMX
z-eMjCxpbgI7vVd|aH2p6c8>7jd~xWrnKbFVM8!}evr<p0VY7+#vmxaUyBm~vO3q<E
zz}Bdid0Si8Vm5?qIF<~u7Adp&`K%CO0`)REZC*Nyf~Sa0##xDU+4^VZ(@daRrp{F7
zBE68<B(u>he`l8FQs0NM4N+oXia-7ki4+FJ4J>k;(p({nAq)cSG8O|O&SlXr;<YS#
zMI6hb2Sr?eFJ{>#baxhgB6?X2ir9$7xQK2LD?Vuo9mzZ1KAB$qD41l-&6k<4^8R5L
zR8W)iK~{i{WGNQ)=$Q+_E3BZ1!0(E{M@ehyZE5bg8);a|iHf0yc_ME{^C`)!aUu`r
zUf)E0CI*_(i$#h6VkZ_c685<nig}g(dPB8Jub*gCdO-2|*ti&ZDir&_ofV+2N(w`j
z?ioOpx_+Zdk)ZV&lPH}|m3oMZp@#WW8W+q!Hpy%>pcmXj8>vttz{_Y7;rTnd0r?`P
zIfc^P1t{iKT2ED?SAm<aGAcccZ&Fr$pmP=SYDo7n4}}IOC=?3U|DW~;tGq~ClqVhO
z3^UT*iq}2;X@U`HniI*ZB9-QD!a%UpArea>QPMUnv*+d;sHcA7VyKeotPk2xx#K~$
zq~v2U(&a<G2G6|^Tceu!MY)H_I>~G_tw&_^gY^78N(>CaEB~euqA(zCW0B*O<{o0v
zhe3c{!=hKj2#Wy`7onKf)N%O!Y1LC;CVZtae%+OV?&`mhSL4@^dFWw;!q7zZ_M@)G
z5s4*{DCr|j?Kq8^nj$KO8kx&=Qwy=>u>LX~&Fa4N<ywe<N*{lK+CmXP+`uA6!afv&
zSTPNLuPMLWX|OHHEB8O}K-4)84@Exj`QtWJP~~=D2T*RBVo|xh`ck=Bt_cZqnJK1<
zlgt{+Ol~?SO#~$U!3HWR{hM5WzKL?)aBYQ)|GfMgn)$C#ydJG1@W|5nD&BPFA^p(r
z*eXhYNgql-f(ZO(%I_4Pm{pUix3Gf>p%23thESI>ZpG^q=9?*eg)e&+;u8j+PT|+y
zl!Bj92qz6@%Y^DFq}YY|Jf)tQLPYU8g~RZa(;38|lY&d9un1G2c85=vsAmuTlqX&6
z7WAZwZJ~G_>25R9pKy)N#g^&mQkRP@r|FVJ!ug(3y(u*Rqm{(PP$hG<K0Fo$frg7C
z9w|y5?z*8auQ?l-_YxmNwah|o-HX`(TXU~tq|4S<Gan4IIqGE=YxCbRH@MPe^9U;i
z@q^9Vuz89JRLd;Y*2QF<WY+u!&Gh?m+C_=LqaexaAB6$=%_Pwrr!-g0BIbq%`V%aA
zMSOrokBF;S<Oad}6f9ET!FC>t*nf0&9gD8tF+RwbvF!hy>A@`eMD(#35%DY*Ln1at
zG4If=gv<H7L-!hZ(CSR3GQ}Iup9i9XT6)r~0KF=wFm!~z)<ex&J!$V%p7f+W3eP{C
zNHZ0$C++*lt3csVPNcMsGzlZYg%=|5O$GQUnNM%k!z=06(#$9$Dux=FEqdf%yN=jO
zHl*C)iwY?5yvZ@|`U4%uKrMVS^OQDUPIQuK^L>5adNha<0pqnfK_Z0#aUF{s2Yy|I
zMamx7#Vn>Ni_+YUEK+WTrQzIFDCdn|Z`ix!jo-uYT-51mQ^o79hLKm_g8pqX*+a%2
ztdy7DT0Uy3mugQ65yt7aBS2mAF@p*v&rwrKb4RWw%1=}bH8Q(&zb4RNB$+i|iFb36
zL_mO>)=|GG0Ep9B#6T2(0?V9IX>KHnc^&D*6`9NMnlVO4YARlLWFhjZBj3QKJui-x
zSPFOK_iniVgkk*?(@Pr6)^SjFUJ6^-g_*(`W(s#JUZ?QWXd{JbP6}zALina`G%8ty
zV5)1T!zohmsu22UE5Z=!6yZ|5PGK(c>S!y6>wfM+L;~UU|1TE+npbQwYnsJ&FeBND
z*OA<2q+6Uw0bSBc3<P%-xK<=e!X+}%itzLgmkPwiP$g5QC)zKQiH)-*B_E5CE+5w|
zd77r!8r3pKwe@zkE@SH~E0Jztn4W$gVuf;MP%q<}=4_dlFzex2!jmONx*U8X^Iqa(
zsFrE3t@{z1WY&Bm^qVy><Z%C=7#M~LD8mtpZa^H#BF8Ds^<$B00QMXfxd`}@35!@b
z+Mdp0NW{Naljop_Ke8A=5y$^CmLo#H%VJi<-7Ka>OtVN`0Nc$hRtmcg#k{E$f{jt$
zV)jXanzR@{pcM36dKneevFl?VdQ(Qdp_9>&t~8g*sp(0Bs2pAW(ES;95qT+0<`lyG
zFyLLKpi>xNrtmEDkV0Iiu=_kpA;l>e#DY_#Fi%C$hwewC%=>?1l!8v77!;gi_k1UX
zpiW^BrjXa~8p@H5v;ZBcMdE9GD^u-~<^JDgW~4V*0gCnMNdG;TiuH4`NR)J<Ne-_g
zUr7gNfT$R1(5oeK${lnSAJ}Y2xx>$kp@c^d?7ye8LWIpjXx>jBJ}2>-9Cko#o?<1^
z<%6#aTW6U-wTxd|zsA;;Y+cSuq|4U1Fe|u@;Smx;J@eRIPHd7{^P#fuKGcsAfk#0R
zi4+FJbu4lmxE^2;bHjskF^drrq5d0L4hek~ivbZwvFI1EKZ`yQ&t)+vVk;I?BGzLu
zF5>Z3lx4YyKcR@vA4UEg<-ED{3T!a)4xF<`7;|Z(;`OAhgS<N7+|E3-%8wo9({Ai+
zJ!zfaj2f>z=~-Jc+=$dm@jB8&$g4<AoJbxWsS`$m6_!Rfi9|_6Chgf*(7X!!h>M|0
zrbthm*m$1PY)Q$(PeY-^6K4nWLADN{bwXQ@BR0uw)c2iJ`td^eC!7Jv5j-<0#QiVa
zjuQELra2BgG-A;!te-`Xh&@>Ji`W6g<@74ERkR74ls}fg;;WWbZ@*kWENry+04bE_
zUK?n+;P(sH;qMnlJG_9uFZT}kbHRTVKQx2B<V_NKTePa<+QY!_L(=NoRABVN&l|oQ
z3Oqit4dW4kdlSeE8WEymXn~*CnZ^zg=b3HgN_=L^k8D}BG<QB=_?tbqoZ^wKTSeBB
zYCc9*nSFH`)K5Lpsf|SiHLG67cR4Auw9f26Cjj$$@Bk~C*Go0cNVh6p2l@scXqJRk
zq{&XCh>kP|Bf&Wb5xBR7t!OLPOY`ya5Vo>J#ZV*jte$`e_=-NuhLk(J=Y$eZ-~TaR
zc8um<4E4-=xJjauWn>;L(|5*(-b?e92pG8S_mD_oK-|hA$0^MvS;X9Ml<#3NBH}G1
z!uyvZ&q6t`t0Q4klQ(6b_Z#EaMe(|;Ymrw?t<602shpzF#A?wIo0=pf79Nq6RjDB?
z2n}Cq>FC0FEy^>it-Jc1-v(Fyd6~5|Gm9x+XLf9`k=cCaasBoGh5ez_?(6_w^Lj8`
zdD3(EIrOCFa3{s<NNdbUH6;?<-Pb*6hJoPx^%sqQ5*cS^wH!+`%Y$jbH=p1mvq#UY
zJ1-;FOKg&Vy*5U=JhPU|UXra*E%UCn_Oo?>t)cQT#_*xY<}+C#$mXb*`9PbyiA^#a
zE!Xq%xfPgfln9t=UKS|~h>cj}Fr_&+i(ZU@*Pp*GCu0v~QJVXPMVE*lu*l7Wdqgby
zg)IiLqU9+jNc_@j6Xb7ru;~n2h<SMaq{r<OR8Vs_zzR@RmSWKand+@RLC&roX`LCV
zj^cHoe>s7${_iiLR3TDGM>^J?W=I4PxKRrq&II}UQknvBqGG6#`9zP=)G@@S*ia@2
z>GBBA;1N!<br|)`8Pbu>%h){2TBOY8moi_@1ge<}*SC1(4aYXI<^)-HH;pk7P;w0x
z%V_?C{M%hbbDYxLw=Aa64X_`w7#FdW#fXSISqzEzB#T)Q|BYhaA-xo~7P5H2@yBPx
zui>QYOpZxPK@Zs*$g8>0pLrOuN(w`B<C1nXVy^#TDM=(szN2A*A8xpW#>7KZ3^mk4
zgD}?j0u5-AY4fSU6t0B`&?}2jmnZ^=ud&D}fEN%e4x9mz^2#lO%|+f?`3F2lrD`eu
zT&1AP{SXz@J6)rhhjP7G0k4(Uwxx0rDalEl<&c89K48_-TpPgf`k)p3L6H2+j*bjh
zOYJ(98g}OWk;3cD1|hEo;sxd*GoQ}vjW(2-9}#$W3lmfiiQgPW0}&u91{&cifBE5j
z8mA=F=0JQb*NGIQG<PYB6algv$ReizS41f0jlt=v5PcR|0#A5L!s;~g16;P#An8gc
zpn|IOZRVlUASFRl?vvJ7X_657`E^1Mz;t?(>SR@TtM<<78Qn?_!&QFt=$rl!QDro_
zdPaMYR~Zd(GD_==F2#)UYWFBdy7t>tAew)bu#w2C{TftIHz3NGhuT9r(wD8U_GknV
zSRgfVt)FU-Gl9JGR>{5*M5Ty|p+?yJlMX$2c4XNy&03_)Yu_a1%a}kl^F_5^N22p2
zv(cbFIi~Kw6r)7IY-z+IMZx{In`MpzXT#e`JB~p>`x_P`B7VSPNW?c;Op92IVqW)?
zuocKV`d$5;VTSlil!Bgl<?xWx8RrSiLj{4qF(;a1GtR6&&gUyfdYo-^q$X5-#p^(~
zgi%3_^N(=F4yi&UkB;<DOB!b{BJf&+CYD|d{mv`)DfVD)1DcsBtWvy60e*kwcX%Y~
z6g$UBp`3b3#oop#R3ZW=H~4U7)Sbg<M!6`v7;2cmK>W>cVtt%Dmk=Xeo>28hgh|2A
z=BQ`>M*m}M9%S<XE0Hdn|A+Yy6R2iBU!O&6l3Dp>e=4WhZCFQ?2)zEdXBo*92E<!f
z<T&u2E{i@40_<cKT_Rq}BDDtCfh=<GU?pVHE6QzI^oZC1#2L=CD$Sj|6;5E@Q*0v-
z!j*mA6du;wm{>a%uSWHwTu0>9O0~hCxcs>$;U}9{pR)^<sh+ckdKs?ADPFtIAg^3^
zXCA7EP*v1mKL&zrBO<VEgb%!S>kKuN=7tTS5l;~pLzT=Ceew3>&_vyIyKvc1QYvGm
zEGijS;d6;iGHdP*TS5aNE)fu_a4Cssj**wKNRdID%OYlg?6oXLP{c_wmgTh27o(VW
zu(g40PTsKG+tcXX@r#Amy_<==>fNWzL&oJ4g?jf>Q+g>dNsvCLeGA7~!<SskD=qp%
zT5JH%gm2-Ci)T-<1GrO#*F#&;!$|LX#q0FmLOwdNE#H*B*vYR_=QpltBKv&P@F>XV
zO&9(_3Fb<34I!2M4*dkz`FS0}N2|_?_#egV6#8=toWVBcAxhvl4ij~#qzQH?Z!A_Q
zPrBG6@VwE9G+psJ(tF6Ou^8?|a_LADAQHs(AOi1a!iU;}Ovz2c)fX-ZiHo61rtS@x
zH9gQN8BDB?EoBozy3D`9M}eQMQO(?gL<T2%Y;PBSoSlSNDTqqOpNtwxY?4`Xt8rur
zrW+*!CUTHPG{<><Ig1n-#Gx!=2FUhe(TgG;1)W&-2;GcDmx#4l42byW;{VTHv<&tR
zdDCEEcVlqUir0hFx;uU~K#fkE6`-mzibeBab0hGYHw|VgPkI`>-_3|LO7S|<3&^WL
zXFGu+$MGtbXIy`b1nU{bhV=|S)I7)yyoi@GqGG6#X|AWi=0U`!*-)lI3MHNfkMRg+
z*&5Z1X;33~!=S`vFSZM>VlS1fRgPN5YS@|BB(vr`c>g9$H%bHy<uDe}97no0ixe8f
z&MaaI$Tnv&g(A*_IxNS9KK3ti9TBmD#WE2Ofw-J*E5My#Y;^u8Jq;K3dGnz;JeqY5
z)*|BJr}8`Fjo`4{2`;Umpeeergp4U@!3ii4p$x2m>gZbr6A=cAG~qzdSE8?RqKK4q
zq+x=ut}F!QDt}z63oyCnivTVhv9lmH)A_@OkAUjos|#Wy;@G3kIQxs>Z!*Ou#32dK
zKWIQl|AQ1JNeJBJB7&yuP>#>4aQhNth_`!hN(73VT^hkgFF$sY{(8@n6;Op2(}(??
z_VQ^+o5iVAO27*mB?G0Zy8lW%SKKb_?n4t0DNOlHBj8V*3;Qk2ogk-4A4d!5XcLTR
zr|D>Zj5bQ5-9>(rWCbsVqA}H-7_+nP?Av-%4unDu>kNN0I0udfS6-ZhpK}Q59Nxt-
zl1AN4Q;{kTVh)ofhyR5VukLIY{;d~9LkcUdXGHsgvW&9d(p)7uO$InxTt^#aMEjdE
zq-YV0HcO)2#Ho@M{BbEXri#OA4$S8~h=Dv-7(OR)9vrbWH=FYaavo`&M|Od(da=$U
zg?TKMJbq+jvVuG8|0F)%<q3b+lX`%P*n@uzKl>@~C`W-G`XnkzhX^dLI`#m=<|oRR
zdXUA~D<$@g9Gk4*8!>2HwFgr;4`LvXn+>0ravmHJp1^P(aqdB-&f|sox(73K9_5(F
zYRThsHYO|h3nc#}zR!4OAM8OrKt=4q5yQ_Lly{V)z+bu`Dw*cko)c(5M{8HZ<_pS~
zdf)<$lFbr(;(|o*<#yrAIT}(JZI)qq5l3Uca9zpKvK-B)qivn1E1jgHc`@1!iB`tO
zWCdUNKx016{&~6X?6-YXF`<ydmxjL=sY6kY2KSJON|tdB0i8oz!)8C_O%?kwhdq+R
zCG!&tUTGH|#?g?%imx^-yKyx33qQKU(aJemNJqPWuCDk}9W98_K9Xp!voTr0x8~5e
z>KuEeJ0I_o#{t9V<J2wri;1PVokS%oIghx`qoHB*2IbDjJLd77<S~%*AS*cDPb5~o
z>IwJZ*b#|6#_;3i*c_!a*MnozkG8_g1UmN0Il2cI>DVcZ{fETf!Nz0-$2b~S?ZLC%
z_;{B*{?G9F0Oc(a;m6pBO49Gb!SSy1une0QDR(~JF%S22z8b%P^B^lY-cKYplz3*J
z&9So*`(ndSV~)*H;0M?^Hhnc7E=zRmWwUh;y6M>E7`utYer!&n(e8HP)CGK0OSEFc
zvWT)1zoog2L?!9jH=LYLLI^&pf1RbHJx&?&Q4Ja;T_jq2X%kw(BPja7^LXOf-F0W5
z$vF@TGv8<AP?K}uXz*<r&Vm0tQPih%m}lhR)j4=E2TQ&mykT~teYRbA-T8b}lW}S8
zNyG9E%2NE6=2jDx^vF@IqkTJ5SNs5F$VW9s>m?O8;#31@1!r*jpo(9~)(zL=90-Mq
zI~Y0qL3UBH1F8<^0IkA{KK}EVw3aR)A{r#e{AcO>61pCrDMK6@H8K;4qHC#zJ?L*l
zjEKOcko=t|(&Q_xTgVo!$6{k6nQ7YULRycZ%p&s-GyPyR;(Gpf1Q)L>=-*NH3s=f4
zQm(-E4zo-}f!vuzeyaj5m09Fpe1HzHNJkhbADe*<l~+?sa}_Mo8U*Yi7HMe&aUYAc
zE`#_Ai}D>g_&yBFX&hjnA7U{j;u;p?B1TvYiMWWxpor6042U?MMZbu{S@ek*?!&TI
z<Ss0FL~Ow#?QS5gx-8OIf%w;rxEa9h7;Fac1BN6GAI{ef-aa2U1F$^9O-ARfkG~2}
zo`gXikwqrl3Fco#q$3;%c=KaK3c)SlSN^Q{h%^Fg0jTgPCFk#!F4KC>A1|GOs=stl
z{>Z#1j9bN93X{Jh3ODpXHC!>+!OOnm=65pOW(D&YSW2+t)15S<5y5f>782~g1{M%3
zD_9u+M3i5^XAH%lU>gi9F4zhKOA8hPtYU>%>W)?lJlRk!7i<KoPG;3Ggiq(V?rw%|
zO0ZT277?trfdvISdV}soK(NmZ%rDs62Id1SjKlkq0eVDni-EZWTWw(F-*eK-3@j_y
z3<FCGc7=gO1iSc#lVLT{q9Fm#GZX`YH8(JyU~U8R3ik6f-35<ehYZXm*qaW9?`R14
zf&;>HFu@)&u#{k{3@k3#%?4H`*fayH6znns^I})=2Ec^|7?M_ZF|fE`jRC9Z(oRjW
ztiXRy1-PLDr+(mp`37J)h@)}A$_y+-7(AnS#Q=k%_=JJ^1zT@mKEWae<`Hb3fw=^m
zWMJhLoZxW8!Zm2!iIxfIGZfQ;wK1@iV08^FBG_+mR#6p)1S>bNfMD+!SlBP%P6PA`
zw$;Eqg2fH2Qbyo*11lG7mVuQCcBO&2*k3s3H$a~RIp4s7g0(cTxL`F6EGt;$6y1eN
z!9F!GuMEjv!r=JF6)+&+4nr{_SPHO;9j%>dcbJE-&`?baw#2~Vf=xBBh+tzK4358`
zfCC&5@)4}Ff%yb$WME#w{<&Tk?GmiQz$&Gd4-BjfF+BcWGr+7UZZoj7U=J8rxnNNP
z^GM)D2Id#+Is*#{b_rl%HDOZ%_5rZsl2)qQl>)aj?8^l^-N4EO`{Oz=Kix6+{mg^)
z1;8qjSFnAEspHQjV6mZC`4byIVqj&0tue5yV7D1qO0by*78h*1frUc?4mQA`U|kK&
zFIWo$^9feNz&wH-xmH)~66_NLEB}#-3+GA=u#Canb^}Wb_OOAa1S>MIh+wxESV*uN
z3@jknIKt%k^9wl8Q1l9Rwt;yBYhqw7!A@SIEA|O?*ua8<ePm$quz+tEU{<i_46IVH
z2Mx?CZN1mP0)pLSU=hKl7+6}c@Mr@p7qFj!d1PXC1gxT83w2z$j`G~BZ>U!O!q~B^
zbtB3I`^Lbsf|UWLk3RulF%;v1Jz-!W!PXmCP_T%B`30M2U_QYnX$*cNT)^QPjJgE#
z8CZEGSJ%eC$^@%xU}?dAo2<K#60F?7B80*D{~ZGiiQ-NJ3kbH=!2E*64a_Up?FQx%
zY?gt!1iKP3wf>YJ;p+T`Vwqs)8(3PfmIjs*tfqlQ1go5+yATrWQv(YJ1l((Ye!+Ga
zm{+irfq4YG&%i2WzAiPea>1q>SeCJHE?|IZQM|~&;)0!HU=hKZ8dy*;mw^QY`*EV~
zf?u$Mgvt675^#^9m=Y{)U}b`BG%%NRVWolj1Y2xiLBWCs77q(J#sIT|^*69e!8#e3
zPbQMbz=DDuze-me7c6IBS;4~pHNZ*%vj*msL-82{3kbHsz#@XJFtD^>Ap<KH>{`Go
zLXE>}LG#FhHUja<jTP(@xSQd^D_AR3?dGV)1+HPJMg%)DLAN6)*e8go<1Zj!siEi>
zY`cMl1bY~;itUY5nw0{tG*rt4TWnxi!Ga2-{jY#y6bKijDZ%<1Seam*0ITTl#7_Up
zOUD_8YD%!buGDo$1pC&&LSX^-8(=`NR}IWB*pmk46)b6B9>MN1FqdHS4a_H4c(MTo
z1sq{ualv{3Rx!e(8eT4ND?_zRu-XQe73}DEFt6>Hdw%1deG&#-T^PCqEH$u7vEPpN
zr43d1kf?4nRD*)8G%&wliw(>tSP(Ha|GWZ@F%$!W^#`nCj1xO0@L7gxT(C0?EF#!n
zSAh8$j(Jw#uK+$=L)O2vfbXL2R}EB|so%Lx#iYwyrMO^^7+6rSH3k+C>^1}Q3O3Wh
zVE^M0aJ&P;9el}Wuz{5e*44nu1Z!bnF7a2x!2E(8xm*vo4>8>Td}4qRQ7kpEkYL*Z
zt0={nz-iCu`h%OZ(NL`v)s+TTCfH&F%L*0@8(><%F$PvHSbxAO#yGM468kJe)hE~)
z2Idv)uYj)GBiOfqRfPYluj=vs$@RQz>I#-IuyV0~%)rV7TW4S?!R|D$xL|V>hU;HQ
zz^fDpSWvK`1{M&kn}J0HYh_?r!D<^=TCk(zbR%3)9L#_CNl^o=6vejztN6U0YL4p|
zH)p%4D$RM=z_NlB8CY7dTMR5BSoj753<)^Szyg8|G%&wlXB(JLuqFl;6zt?>y6BW(
zhZzggRE`Vyk)c>F*c%2`CfIX;RlIS!YEDp^v%yde2)4q&e1e5E7UnOo!XR9$!Kg<R
z3k=LJSZ}~83Y^#>f!iY7!-2~Lu5Eb83U+j?ZbvvJ;O7Py7wl~ViwO3Tfu#l80$9aM
zr>S<73tWWo!www$i>J_H!$Tk}V9)@4f{igSuVDQR%p+JQ19J)HF|bO>=lB?1w_o(a
zIRGn;*L89ie7~VvCfKV6mKN+u14{{(G_bf}cNthju=#*F`_GVolMThJU?TvlnC#@}
z`5!m3o1y9wtd)UPig|4`Z{?VKMfJ#NfWtK$JRtZ%z||#zU$8v}<`XQ9_IvP^YC493
z0zZK8HU};f_-?~PR<H%5PllaPDFLrG6yt)8G_Z(ZJq;`*SUUqt3wAnS744jSLVt7f
ze!Y~c<l{dm;1>*1J$}LV8JJJ7Vgqvt_K1O1O6)ZTRxa3W2Il=c%-PH|K#w>aZ(sqz
z1_M?x9>48GIhF~0j-i?rtf_&e1alc!oUp4)b3b09$2%g52MsJO*dD+t4%Sk!%LU$s
z@M{iSDe(Q5B+mN0SvYJs3LfWT=Ngz_u!#od6Kt4)c?IikU>?C*8<<P5I*jq~1_b=I
z08*`^Qx*7AfYpRA7i_PAWd++|U}?cp29^@+K8;<&FSf$+zEp$Jh$v1surk2{fK^Pd
zsk-d>hkG_atMVI?buUe<`J!34Q9fP{g~RoOPwajf1@3;Sq1^ceJ_N9o%<i6Kvw-j!
zG|M<<L4hC1Hw*uZ?Lwlk9PO4nb`gQ+<=YKpv$*hM&}@ujmJ+y6zFAE+OAFs@)B><;
z=GbKgKQS_|y8l3zpebd-e-3=b=kQW1A4TN?m*$(@&t{dvKRz<y`LbC!p075A)jTJ7
zs6yyH<aqZAJUQR&95(X_KLE`JIA(r<JLH>%aY&(<fGD`p&h6L*1wK3?uLn4!U=|X7
zAMh3XEY*XEz&rBIa74i@F8ult*z)y`T}tpf^6hX)!7eTQbr|kC$1E%G$b7SAY*r?G
zml27zUp1TDFkcNv5WH84+L7Vl{Rq9Jj8C&%CxL}y?jXQbX8Gf6<`I79@WjclnuRy#
ztKkTO8=t7%h2HOSy!!>7lW&G22xf5AP0=q!ek@HfKE?(Z1`*8f90Ftu8WOXnT8m%l
z0Y#UAxnwr}ILs+deuV@IHZbpZoW>pl^9YtUFjrW>jRsixEgP>iuyVl`8(5iOK?BPQ
zHpalxg7r7Blwjdb1{fF6V_+e{jt|up2L;O+SU|A<8kk?OtbzFidxo)*bSm`<xWQ2L
z2(|(+7+Ccd&JsgKy^1q+XyWp3TX*EQvfu}g(W3Am4)QM};Ggoo)?IrhwN9-0wsm-}
zyr1<f=;4=|;pbQu_k`DPj-bVvXc3!mq@ZZT!IDLyxgI@=!V}P(iW7J+6^$q>35&+G
zQ~CN2%pAv;(kuuY&aOpgFDPfr#aZ)HIl}|Nai%nn57CL?sNv7Gb7HH+*V~{`waAO0
z%08yE`$aWvINJj$RKOQ;+1VEPV|sTENko2V+6w|XnQRi{>4x!AG=3M4S?O8vu*BMm
zCgGlj&PdeRsE%vyeNVt-;Obz4I5(JSshOWJx@JzGPaf<8Rhe%zvx^v?;|`l5Mh{mt
zq8_lj=&;03-*<FoO93oBRT~L?+>Uvv+46+6q8n(c#D_wp>a*qe;8XaTc`9FDg+Wz0
z`vV+TpDpQAIcse?+aZbFZ}@r&eN~$+)2sQydsOdXyHu60i?d4&XV;^%YO|$fHD};!
zx#>$yo)Z`AA{(PGJ$Y)vH@k+=?0LsfDhJp3v*#U5h=*=7jjuD@FKFi8s>}w>%&*Ga
zshRP_=-Go!l0XBh8c|O;h4w>e_Ix1S`fAWAMtm%k>h$$v(cBA~YQR5*k}KdF|9ljF
zsfN+;)m^Dtrmr7F^Y+$;vp6_Ae23D1e=s)n`mu(>R8+XkIJN=+NTHq4y*}#tYNlRQ
zrj2HP8JxK5aMw{g2BPWf@QtEluw>@st3(Y@uV})-JouxF5FT5Oni(h@t`g~O+3>)`
zuZIUuy&mbpH;P95Sa3rbF2M5c^GLwqTciz3vM|No8gTOD${Nc@{Ag9vYsY%<`&&s^
z^_M&h8K4_DSJ2D64_^!!H%&bLW1HsNz)5Dq_UW#Y9WPFI?e<>acjYEunE3d|74AzW
zCZ_zfrs?aT0k+2qYNaU8(p-ALcK6R?E%(}iiOY`+cmF*gVIS$*@?F&9N%07@B6la*
zU3bj(ed+G9uCk%q>Yr#-+0tES;P$SSwX7bMeb6s<2Af5B{ii>SOe^d^VQ{~yuj8}P
zg^8)Z_}YX)1<zlDPv9qX8xmvV=zzqwUpn_)-5Uw?uov~hC|XcB1ff2{-(*7<14ra;
zI#Vev>z}B5w3~Zb-$ehT?K&)@Lg4$x|ELhEZ&|d2Hrm0S?lTilA8ng>_UPQR`}HK0
z!VT=DY;pw_W~WTw@0sxb+N|HxJy3VTUW1us6b;(&OPy2!{qx6u5^&8g?zXnSWsRDN
zZNHw@sg*RL)o~T=m^2~C2FKod!w%l-?vyz3>wb5^#KivJ&T}v6oA~Fq%WBqwmfFA6
zwOVYS@%tHdE@;~gT~M&2^iTM45d7qUftqMwE`jY&?uB!=r;c~6=^oJ~`5)_}3w}Ju
zv3%`Z{3l#g;Ad6Km*A#I?ygS7`z@<pE%)#a#h=%<&a-MBYYSNf>sW2=bL(0~?lEnP
zU#e?8U$e&SGf&#@*00grj+|jNssC9U^vi>6ubuC1n&|d(UHj!TtOECEZR}bNtN~4~
zXpLW>Ufei006bz2Lt5IGH?Vrvaoq@C0-V&^Ue&-lZ`AoMk)$aAa}8ccXo2!;kZYFb
zz?%hy@8xEoR?!4HD5dZk=v5}8-NOF6fpvC`&zqmLr*^H;&h~!ju4ShhTD9%V8d~Sq
zxW~kc0iWis@ock`_Szoq=Js=oLD$>Z>QJ+!36#F*i2F=?N@J^8Yf7zXLS;c=S%H-;
zu*wQvE3b(;9%yN=X>7evw>xGPyD?|4saK=5J-vx_h5LU^Y=2X$rCrv<+T-5X+`hl5
z)#beP9(Ymvj&H)ZbjO5C;F<;&75KhVbFQESWCEUPVt?1v>fEH6B9!LhCU(1KR$KRk
zCib9aR<|ZEHWN$O_mO4OCib1E@Oxu>Q!~r!KG4|S-OTFQv%6A+Swf1d8-peMpx=mZ
zmX{A+zBjVcO(`iq3(3Ca=_>Hp#`cKj;IC_AdnSCIac(0tr#bm~)8h5btrJ#_lKLm@
zqVd+%?y2?dUs_tdTa2a{c${z0E7Q#l?2FE{y1Q#Nw&$N|-B2S^PpmrDv%9yl`n0G|
zuJf$=onhbB3asAr*w3`G&Og5{bQ1j1Yvp4aU@mAtVyq#EmLqm+VApJIb#%{eV4vIC
zI<IBybkrV!GiayI>d$)i+}75B3+va1A8R^zxHtNXjd%}7=i@WbfJ%K9T@wSVeQEBC
zdJeO`q5XMltDAfHX?BA)R`VY9Pdj;Xc*B=&+yh?9QTK0f%%&u^!7Lz2VLz*HPiSME
z<Lw0=Av~?GLV0zN4;t8;+E~w=28Rv0tgK^S(bfvM?_OtbZEKBi|9P67Y7bLx%2iey
zyL~%rUdss>G&Z3G!emPd#H{SJllIB0tmgKvc2@oH;ku|Yq68i8hNO1l96a2k;Y%ZS
zAMVNtXOVjY^wb`jl-E%osVy@x%<?@;uet7x2?d4UjxSjL<I;k{J60Ces<pPGYtZ*F
z=kB}!f~3&VQ&>-I0(_+xa*B77q&h>t5TQ`3U9O^9`{Es4%d=Ktt=HrBtoBx4_t3gn
z-kA1cF}BvplSLy^%a5Jj@ZOCOp%9jdn*W!(vACYs`d^I}pVX!>4^fz%VslkZyG<vn
zbAyF7DB439ZCEXPTqkQpz4b*9F9-38itL9wSuOkj<<=Eb=6h>`6;Fgs=$$44W!&n1
zJgBG_%WK<5z<So~sv6%V9gT5SnRhhPrz$hUNPtr9qZ2qCRk7vvYZ<GBeNSiWertx^
zwu|))e7xPo>I5H0=%cvl+15Mmj-kI#;KGS#wX%Y9U&p1a&^-Bhj-Rk=oM&Bn(G8$@
zxN*ah3EzY2K|Z&PBV$;b2aedg<Y9ICr+Rz;1Ae*m3YT4Yp4GQ`beJnM92Sxi|D0j2
z-DBW?xdnfpus=A@>QCG#hr13rFK`{ZT7A#^=s38NSw9;7UF9&i5J`@6<fQ%R46A+d
zmaf*+8t$=w*tNP_huqdN`^)aux$5BP{=418XMO1Y^Dq0b&+0N@%Ae>wNq1M^CnZke
z_|bXuDk7XOCf)J}>P6v75)?{v1;^}5dsx$2_5KTCI2G~jppp<|j{Gx!*l+f*dNkPe
zJMuh#V}IJUdRmoj4|7N#x?+zd8^kR5yWO~#)vZzJH;P6o;BCks_T{~-J6km}lZC@%
zub377W>@sGx}LxBS2Ckwz-&GTk7Gjrxd$eiDzG&7uU~C{Z>vS~$zY-GZL8Wk|8CFk
zZFLNKHOB=UfvgS(Xns45`1`1KpwcZxy>pD?;6p=6CAZ}_yAq<Du?aXCz$^YJ_V%&9
zvsxUYIwllC=i()mQsjhR?6&=^a~jNryLvzrVpW5W+JhEbUi+qgR+H}M0il*6V*mO@
z19UuIx!gJ0Uj5a6c(K*hF7Ic3;(qaH@vHr<C){o7p>KWsuB6wmXg>dP#J+2w)w0b;
zN2+LCsWo0bA|3~#$Di$2FS3TXzxwI^LDm5G#2@W}gRC~APWuUSPZr=6F#K!}T?o@`
z^W=ai@)Rupp=Ci)W4x4r>gN7%;w0<?R(y!(W_?F@IQndD?;2!vwC38M4YFFn$FV`y
zMcr?&K=;mfjpwuIr7-YkDOn7N*!{45!^PIra2tpMMjnAbgG>q!R=j{Qu@jOd{K6~h
z@sW1xkN8g{{bKbvSgCpB6D(n1Du=LvaU!sL9{qzoYOvMiteYS~<wT{^9SkJuH;3)j
zgRRc)P2but4u&K9tnY33#n%pJ{PUfo^1=^x)^A<vuKlfDe~2}`MTknC@D9wEvJ&51
zJ~j`3XQv}pGkfC@t3i|6XdD~y4)*)d_a{zP?6&M4L#!rt*$}Jcd0=r8uLzzf=|KH}
z??QbII#=>trzc9f3!3`cPKB+eSFb|$9L2(;Q(6obBidM@@Incp*CToy1@sS3<_Rr8
z^gD&Z3oV59{MwETwVJxyd~M%9)SB35*te85&6478plg!~imoeHb$kGIz@o%e2c+u2
zw^((@26I7ODGvV5{xSk?FZs%zJ<RHKLq~MQ-?-t99K|?1=B4PA4h@QW4Du9aTUF+B
zV5&ITrk&jVy<IuXdbq{q)b$BpKqBQOo&`KE?|f}PHXJhi{wvDx3mlS{zp+0WZavjv
z3Kc8{lf>ZASN4VxR>#J_f2j@L!sxYZf7EJv$$NmSOvu|qI_aAzDd$3KYrg7DTD9O?
zO!{1V{79=)i`mq^2_I7CPe>x)d}*&937MZPr$p$8KJb;jd!!X_u@)W0#2_aI^}n=d
zi~@tR4THbGwCzz=_e*~GLT62$c42uu2&*Y8C+pq$s;jl?4PV<03#@D1oxir{7g%H5
z#a|V}Uskx@J#^tPR|$M|7v~jS)a7OzqO2dsem?~sA=}5{OTB5BmmB2XM#s;zO25zT
zYerig8aMgeNh=3dxi>zu*NnC%xo3ZDk1d4DO>2yGskP7^GX~bDh4#!bR)_H8pP(D(
zu|-Q319DD1jYV}D`X8nRhekmxfWOR)=Z%tKkUXZ@{4rcW@r%hZ#4|$(r`s@hY(;89
zq@XAYTWx3@_3#4p-4ZRpdNUR5oZ8nNvb|%ifz8GDiY?^33|f%Nj9zFj8f&%hlHwlG
z)NjiFPNA#1{O>sa`}oK9OJl98!dpLf2GDuf6E`qb;O&TA!^afmHP=v5r^$(k^)(K>
zky>d4rO?L!FpmzoP7b1aP@3}qCX?v@KD8U&XPs|<e3_MScly*`FwR=(UiOK7ZOppT
z9uu&(yVoAFt;=D~bUai%?sBVx<!=A6ebW`zjqVKx?Th19C;P+|)++bj{r0Ny)-~?A
z`|a<?TbH#M_z{N4+n~)jV8dUx=<fdgL;H>^t*6vwSmQDq{<O!|7WF>>8?_S&$_U*1
zzJ1~<t3|66EUz%iS#0i>{iw+Mk(&?LZLYG;t?}Ug6ZYozaG47`o0Tp8I$*d`o0`S@
z(N)I=Ys$3w4e#6CCt9s8nF*L$9%$>*_kB>}1FhbF@t=60QS^)QRqJWh@&op|iB`WB
zEjWG(ZA#*@vshPV!yn$6T;uWgDAlg^%t@A4HQ|MK?D!<BnYFO^u}Rj+8rHtz$F8-$
zv07a94pmZhkFx(Qd-L_MNBLndRYDj3C2!mRz1|A-p9h$#gyzJ+x1CBn=uB4<y9SSZ
zx}^DIpMCojxTN`XUlonXTI2P7b{aJLK2cSpv({K$m8qwh#ry0NV0*#URW*uAb*fau
z)o(eecHf69NLxD?gk4Lh_|Kr#$bzNgv}sm9*tQIrW}OWmv-xA~G^?)_viDB220;JZ
zH&|b|o81E&jGFNBi?P8NlePc2(HcNh9fzX*#fjba@EKOW^Im)n5|Hi1x$y5Q+l!V+
za=ZSsrx>;u=ht+HGxmWwaQ)Hi72H|0vG>ij&QL=-b(j6+T<ecUPri&!oh9b&jGdbY
z+lBjIMVPh=9$e4VcA>$`_VoEykMXTDlnc$dBjBQ<E9_vwkBe5a(%jR#fFA_H;D$Cn
z6YQlXXk+czi;j=o#0%vr2t41Kd*)&mSFfP8Eeq?W57aU(=i2iYSS{V>@3QTX)z;I!
zC2W|TS$}e;y?p^}SO!rsNwk1maQSjJEHCV|vkPIv@_I4VODb@*CU)5;7s7_+2C7GP
zSH_0rlVXh5_57b-BC`;B2D9BeseD>Z+h1Cx@;xuvKZmRq?x$a}>nyUmG+7RoYRXf)
zuGne&7g^21*W?rDfz!iF=n!xo+4n`Ism5W^8G!&Rsr9*$_T(6T26a~1+Whz;0P-be
zETcBov9s7dv<UV#+kuqXGiz7z>HosLO(l4RDNuE9Gj|8>ZCbT?9=@$X{ihb(wVm2Q
zdzlF@;!dYmcRygNZXz1$1bD5QGtxQ254=<io1EH~d*6#TY;eXE|FOiX>vsQZ`~6Gd
zxSxdX^=N-E)UmsGdvWijRxQij?*)6{t=6hmt)ItCl0ljQBO)cOWj-aIwZFL4>e}eB
zZOA((_FJB_TQ9SQxvzNM4laYcUoUL4<I7;0^-tSREwlPINIy%3MX*=DJ!SvA%xcrL
zFSsa-!aFbEh)>h&pRwEBX0>uZ@tl3(ZPvwS%7yIA#i9bgNd(%NR&(vOw^@C=S3F%M
zheIp|&>@7`$0EEwLgL14_8+%d{|XlXtcH)O1J$Nj3?K6qm?*Z$Decc^9P%ASa=QOK
zRozvEfvHSBFfe?bh4R^~-QN7Hef)N-Wu0rmeXid#cI!K=F7Ad;;GSoIefu5OW_RLA
zyZxQ8@mct!lS`*<yzyE3IB$HuqH^;#KG!{IY<!kJ0micN83QSq8=n?k`@;a|?R?I8
z43w(vd>TK-JD=l^0$Xk8^Btnqc0Of@R@?bx5UsZJ+4?B&d{#e-JD=h9tcca5&x?;!
z?qxWz=fc0MZhuBWHE@Jg-Tu7(IB$PGgDO<n&p*N2pO?4t_9qFPI<{y-I30V$GhqNa
zrGtf{&OtZKw6Dqp@}0ETPJVlmw?A)C@AI}l7eB_^pUKb%$nXm+?t;g8`?H@4&fETs
zd6c(5Gq-Akff!x3KSKal<&ZazPWoGPNad7coaXte-(nJ6U*>UR`|}C9P`eqm{kdu@
zZ+{j&LW$4?_lQS%`%}X-P}`q7AK~rK16#Dg{H?tGxfU>$HF@fa<#8%5D!|$P^vG9r
zY1I!N#qG~|c4^e=>9!xmJy2V_<vnmEdhVk(Y=k-$&%ejI@D#hDgBvL)+6}d#{HpDS
zk`HT@CsVu|il&?_uLi4JpOoFU5SG4L8*w)@4K8ESg|rdcS7>z@HtZqv;4CUTHj$`S
zh(}pe=b`&ithN!deXFb%;I?3u)xPapWWnpuAhyPn5e{v)O}M+cpy8wcfQ<Lr;U_ao
zMlQ6otE{GA{sEYGxrohaW~aIS6xwd(f78im!$!MR5$taKfT<NzC49btsjOQfX6|n4
z7)mO+UmpY|b9eI<0&)j}QrK?*m`8_P)<N{{<{7|bj!b<RcQ?D;*@x`+?}Lp^^M{II
zV^ha+U$6-`HEr#?SHmROz0ro9&DHi9YplKQmmjo0S_8YA-VfsL=5i}$$K%$OHSYWO
z3A@J;cp&mm9PDFut+iJ78t<$>VGn5vdye!%cYXI`>+NgTT5YYH?PY5%AACH$)@lzQ
z`|#ry`!IjhTSrn?{us?4bNQo)Kb~G^wRZn|gS~ehTsAaIoH#kAkPggc8|-82tn*vE
zV&e>v1>oS#d^OiEX%9?TZM#oek0h@c=ijgY9Wsq_Vsv=DeJ>b=>l;SpNo@q1J00l{
zF?yJk>G7(1uH3%@ug~})Ru&Rg39L7K9i(I=YwH%ydOZ2EJFd6R?7rAAEHDi3GY#8`
zVV(8%-1SiIIfl`3qYA%i)Lo2TPT0j@6#jIbPBCp5{YFtG#UWy}kRntmw{A|C8#jDS
zH+(%|`Whp?I+8DYd=knXZWy*S46ii}CyC)l>+A=UQ0}p{I`emo(mkfp3^6KNXMYby
z;b#n^2pCm7i?<*3f`1?I>NxuX5A|!%Gq18fbgWgU=BxU&YOSiOeU)lh&4yZ9_YfAW
z-PTjOO7##nhckGts%m*WFWKj`>WZqWFS07V*UtyU3avZ2s_v?Mx0AJMx2mdB@>RQO
z)f!b*d!y=bS;D@+*4EIv2dN#-3GB3dw+Epq(t~Y@;{UVZ+~vM?t^L;n)-|xIO!&7o
z7(SBtaf|%{e>8iLqzU|y<c|;dquEC0Hd@2_9$c;3pT(pm&<{e<eSngx%s|a-U2VU+
z5%&M9s%q5H8lkGpPi=9Qk=LtM+if<%F5{xA8oRVcht+lfG~9Jp+jBNq-Jr4uHc^2e
z^T(MFQTCJh;{pEom_N>Zm^uD<fImKd81@`j7TN7mkn@E_Rq8FK-@KvByj7V^nyFo6
z&jZ^wKd!1`J6mhKzsgRb_nlQW`e==ZsxqxLvtpI~GuXQ4tg`EFhG#>?h4$#pRwwuV
zLVM9>tBHTi3Wy391^D<RmV~JRQ-Q94#z!>)L$~5y%#NSSh&rGTt+4lOwzf37l$F`M
zG<WzO`<5-%IcGHjSe>>Nx9uKuL_K+7rJdbk^>9zQ+x~Tn<!krq-AKWM;98&5@8~MI
zm6sR3U%dZbd&ncOFPpH!zU~pLox9Hp`woy#`xx_DzGv1o_E}H6n-{<Ih&9*k9v8Jc
zK4zsociai_$Eaid<Z}D#$E*(L6hRnuzvT;@mdhwEr8ExPfv<us-_zgr)`nB=@W-w8
z?i+_CrXFizr-N4A;>hFHeb#0Fy$cl8xiKya;kYn@e0usxeO-pd#h8kDfDVg*F8873
z-S*W_S{u7Pbvr`vWPAA?IoA?=NrBQkfSM|lXDOf1F1yq2^ptg$d+uHKDEMqwa7Uj1
z7MKhB|1o0U^OQBTd4F<5Uz;ciik}^~+xz#yEsno$v;TYw#$xGh_IXcR?b>djQj%Z+
zvDqXoCTHAX-}tmO*j+zjKlZfM<BE@Ob3!{`$yfsENc3ft2ySQ96nMfgpa3uii?zWe
zVf)-?tp4tWx7jy5V-?hD2I_Cwmk+AZvc|DxCv5*kHCov1N7kq{>cQP`;N#0yrLI5>
z+JgU#1?s{lT*kl~S|8<FEK@@*?_}LiEvBI!4I=`>+>&Na6R+drSi$maU7Qxzfid_x
zhX20&c6;hJt4WRfmKs-LHD<8X^mMT}2V{7At7YQIvD59(wpsPvtB2W*&Z^No@zb&T
z_8HGw^=qvj=7M+a7Cmb<yJ#%bh36(p4buH0w*)SqGj*?mXC-B8ahSizVQ()f+=KtT
z9{wp8Xf^Jz7d~sXxcGmVVHFSX_4<>UCnkW0xOlind#I;9q@fS?Id{3wvwwcpTG4g^
zFmU*rqh0q_o@ie$wbwjn4Qk$-RCp$Mg-hSUljqNy?Z2P1MqRPs7CjTxz+QMO=13iH
zh%WGC>^$BbWEiN~@$pi};PYk0>(kcD?iOo74-SF%@Zc&@nblun&)5#PDc0X?uikF;
z>vZ@gCpy0@m099=T7wRj?<ug?c6GP7e}^@{#Z5Pp%L7$h{(O_YVh6aqd5QhZ4(rTz
zhySHr9>95!S*%^&Y=6DOT4&vA-~1w+GIuVqpL)^i&=v0oAA|?1d_Q<HbSgJB<P2hS
z_@@lwZA*&(e9;<Yxi^OFzQxvNPvJti8HLjUW-mOSUR3;ju~pXs|CKwfr``Xz$lkQe
z>fl5Fec>zchW`cgASry|tjO;vfOqj%?1v|9yS?zgT#b45kzLl!?z!{rnHg*7858F^
z@m~qqFJ-I+;J@?B)<ta}o`Z+Vu1fTOZB_q!=Gb?>Y|V7nTTuM{%dl2h%Zg9F3U|U=
zJPqDpSc;*CWzMj4nQf2R4R7b|m}4*4ZQVQMUU2waRfqj&U>EU<gm!-q%+y^j#@c7i
zcDg)h?uq+*)M$q9PS&<B&sxP0{Iu7s9#)ITW>N6nRf3;2!@m4=tAl&nOnb@e)^rN~
zRn_2E-cTj@i_>-R-57iYB}Wr>@+>EKV|&OO@VIUTqzdyF=W5CSBkoS%qN*N-kI$To
z;DWdzDx#v|jyrCMJMQF)W{NwS8k#AV6*?|xE@)`zF(Xr>vZB%=M~zI4#FX43H6>Fc
zLq$^~H3NBn=iWOrfc>BU|9L;p^S*vQ^*#5V{oHf!xiie%+4_=khFBtvv!L%}`Qg{r
zxpmi5LCICG#S~|c+CDA2rCGlTd0Bt6%XL-EP)W=sc=a+m$6p@JKj`#OO?IUm7Ad=b
zW33x#``0=0CKbz3DpIcb#@bhSPLXH6u{P;;aJ(MPm6_v^p0kAVukBMe>#j=nGcNsB
z>o*2`f}FSgJ@%fa!#7Iped<No^{};C)tbfY2vmhc%GHPYn8>oj)~9{ERSD);oioQO
zeu6PpXUEH$>DD^7k*W;i>d;Ij*RKwaD?uk$q?a?&(Plqa<Q+9U#c~!-bQYWGjC5R)
z#02N@@o}z6TU<Hbo-9wKTSKicOYbArrap&U-Q3@bgQf<o>v*FZ%f`u>N34B(o+y$g
z%uMs`I3rEPaq`L$>v*59R1M~EOgGbXHq$H_D`$Uejq(X7l4gaOX6sm^oZlj3xuXo(
z^0Ch5J6m5*9ZzEz8|fV>dXXLR4;k)^b7r{5a1_5P2mC{Z1C9*s(sRCfEXN-akGJVn
zM~?KIgbDKEQ7&~c((jnHY1Mtk?9)%8OJ*<I%gZOZO<gcX&O63{_AZj7z)W&*j4=?U
z$H?o)7*M;az#Pz;F~)&uYo>W=w49$|o#|7vNScmj8aY}o$9C~4J-=gGgk4rAL(zd-
zF#7Rc)u5;5NY~aoSTsY}KV--m<IHfAadp)&Qca|q|B%D(%8^<uhstoBMwh&}EO%vC
zJyyP%X>BWgk6X(z+zpRgJNax=O*Y3V-W-EkPZ?twIZCcQZk_H^rbwDk%rwhJ8EG<}
zlnqZXmNQi~W;rL#G}oRq#<JCudYoe{w_GeamM2J1vfa<917OVB*?Jd>j^&nr$Pnzx
z(5+a825M+#{zHy3t{h%t)Ff=<$uF>)pU;h7Ah)073=iTUI6BsNfiaPGjx;)de}w$|
zq;<B>233&R`MzeFN@ki-Bjn~&R{yFOKeJlqmc84rLf`>D8ELWHtx&Q2QF-E&b&SuM
zQLgOM%<RKP7*)I;E}uHhiQRF;<3p4=(m6ywsv?TbPmh1d@U|<%j>j^b34gqXIgSi`
zChmn%^6%5uIo1Vo*7w#=e11_;W}gq3jUGSTX!N_oWLT!PRo$TBj~988YRu#M!$>tB
zyIL2@tW4{Ifqi#cEjONJS>YZ}eKCn;rS$4j?bP0<R+nm`9IAd>NxwAkU@-k+JBMyM
z_EqQiC)KgOHPmQEyP@*SAFM6wrVV|(853xl*^DV8Wcf4JV4BhIjCH9`JJmq5mf2>B
zyM`DgJ{T+?p0U=cD~CK@V%uTP5<7;=;IrI@ER<1at*=<8$h@=G`66_%ebzbauhuT=
zrsobHx+`**c7EWa!gxMUU!Q~6J2pGIf_mP)eyi8&397R4Mzem?ab<{%KW{x;O%+jw
z&*Bv+;_LwK+SPY)Wb6fNs?UKzu5OgJ83PkC(CEg}0rJ@_>$JK*lBMK%H!sZDjh6<=
z2U*q;KA+J9$B1+^i)uN*DC+tC_L!fn1Nmd9%J<K&64v&2=2wR&=0wT!|D%3#+jeV}
z(KN^G=ODcm>Xdh^_ZLsAT>2oiek^i)KUYT_mzid+(kx+e&d=82KAjn5M@Oca9kKT{
zI`XKGJ@030L#uE<A>)5z6x&|5uD0HlJ#ws7%CGI~Y}sr5<-{C5Om_dWwNB~Ls%MMS
z_Q;*td}RCsTHz>uhgp2X-bV2=L*=q7){b@m2z9m8(Y06mI7?6HCof*1r6*K{<|NE9
ziy9be6t%vWobU_Z6L~X3F8jrrEPg*G+h$uk)eY_Sc+r=r&K$L0`^Yufyr+MpkNhCp
z+SRAJs@1Hb)gohpB=j_@xX?pZ`<2#C?D=?+1yo}eDf-CSzgkm#vQ#Z*QS;5BM)fd?
zdaJt}ewEh;K0RdWRqJW7{)ighopon-d%S4R9?qgG^-{y!L7eL;H|KDTEJsTmRqQdV
zc%`dR#qloofNR$7R+0LRap)FYx4vF?bI9WrwD0PypmTTQI1awSTR5V-oPERES<Fk5
zAKkES_Svh_nH{n$HpZr1XQQ^5VEgmAd<3m-_29=VNa^gXU~d<>_olU`me}QyJou2$
z?>1W^%6aJL^qEdF|E9IMxPMSKyJZdVzf4K$>TQ0fP;_Eb|6Y*(3h3)#`Rpw|WgK@<
zZoFk}EGl=B2X0wA`?quE(hD8g(UD8vtQIV5{%$=cR&|y+zw=k82_58|+t$JU&#Gj4
zUHZ8c-`<f+-yGV}e)%@1vk2`ZTioTvZcIBl@~*Y7|7$9po=q=3CCHIY-<;Q8etFkA
z$LCZBcAMii#2mLLg5>2h*6Q4MjQfLG`&O!4`Uh{|R1K0}{$YKl?uxdLk77VORhizP
zCLLt|JZ7zD2RSv*+DaSHnm>V+wpOtx=UJBu(IZH<zHc2by0=neQd53(-|Fu_xplF&
z#<nch*50k<&HKCpNp9n6>k6~2jawSW_}Lb6=>zLUVQVcX|7CqbR1B1#{$*`g>0EO?
z5BHz6kKf;EDX;xyozZtJyGve2|7xKcq4(iYD-|qy{}NavgQKtqE#&5hd?9XcE4lZf
zwVgQBQr>=OJyzxBN~>i~d*;RiZW&7RU#VZ@@xQHKTN^2SWpciCy7z}GN+x=4h5V|(
zT0{0Mu)ZwHt+2B(%qo6vs9y5dk!=dCuZjwd<=2JQ&Xp!LGTLXpx$u314Hd*j(Yfh{
z_e2xhRuySJQ6Qx;{haLBy4OU-m`{Chyc&J3Nb+SWx%mY({W%fQ>@dfqe^aAQv*gjP
zn3gI=eb<$DS;vf(l{~l>Pqm6S#IsH8nh*_yXk1q|brY?{pZ;>Jn`k43Hk9k!L{+b&
z^;Lt6haX%Fkey122IcJm&MM;?%Byaoeyg($^a}KI>zKca=DVBJr@CT%ak_Vrf}S!9
zYU3)%qoMtoQlg?&{23q@xQm9ByVOyo@W$|J<GCpx`P)Bt7d5S-Vr_ZaL#(UD^vZc%
zRkiFuwECd-hidjrt0!M7EyBI7)F#5*x7%N4l@^UfR6XflM$`_7BhH*zMy4@(gY{|E
zsvi0HW|h44yVcJgSw^fEqG^)-K{@fc2wlMqLSt@{j2nb>)qq9S^m_C+QM~;KuYQ6b
zwB!vM^_P63<7;ZTl5F#pcf3Ts$_sqiXH4W_<jQI8t3Jn2Rd$~tN^SHKesW9&QCF|8
zRq^_E`M3(}UGpF7+h5(4<a7<azA7K9HW>9SC0EY48tQ!(Z&{|ISm<S(r^dVfYpTf&
z6-8%pz+0ZKD4NzL?nbG7*(!<pz^i(Ti(xj>&i9tSm4xq1Bh4TGn5MfoZ?W}GzR_&a
zf;daG$G&_caj7N$RA3b&@zMp!mKSU6-KvKBDQEY~lO<=Hx7=1qG-%+fkLidH`SkVy
zhI*4Z)UO$%qtAr*s>vIb80w|!2pL@;MXsE-yq8^Bj2#@wFfCe;NuykEv#3TH=bl;M
ziK_Zo>L=PS6z=#dhQ8yps?8|*z3TE<WzoI&5BhX4-qu~ctRI&&=UYkx^rD<^#Ev2J
zwF&A^7OVBI*X;LEL&6MhQ$-G`B0^;28p7MUM0Tkm8p`x4dN`{J-$`CqL)5RdM15e?
z$f#d4tH>taqGn6aO0;P8hWYAJ>i8y+{<o#iRD`i-e{Hj(!isXPx0q=&H&<4qLCMBj
zQbSb3>zfg?Rm5vWA{v?zPpXKQibOOqBf6@HiA5p;&4>mnqF<4SmP>m1>%I0=G5lh&
zdP8i8s=bYw<&O%|R#mhWgR07us-jI#bNAbHXn(Efo_glP4DJ4hbB&F?Y=o}7rH18^
z9=xi8zYtt`QH46m+cib?PCKcPTk8pr4b@p=sPqVu_cJyZsdQ{!t1Msi5w%5)3i5Ry
z(Xh1HoDbwWKT*BXP$sZ*;L~#sRg|}VMAbH{E3?~}C=*nQV$0TA8sb>z9F@K#S+lAP
z>*LB-)0xkarhk!qj@JE3V;yCwQB*Cit2$~_ex`~{tR{L^RVUVV=ZV#kKI9Dcl7Cba
z@Am4esx)75l$gM&6;zaS0)I!j*Akh)t2b~{sNT8k4oqX2Rh`EL?9s<<gWd|`&zH`L
z*Svy!zlx|WCo{u?^#Rns(sAu9FV~7xP{&KJ&(YtC#-^iNmn+C!oEj}(EJv!<8)mB}
z6r1w?o_cnb-dS^0IqB{zVjWZd=dyI+Xpu?hnDU2J#I7O{jw%0<ir7>n!ZGC&RD^n?
z!)(NU$CQ6rMd**WF(<Zj%1=@;PZY`GnDYJ0@?CW?R4lI`V`_>vz05gwfu1_2{38yA
zbIRXg!<_Q%E2^MA<!cf&ru=hd<ei$LTBjUp{Kq+8!5AyYP%lzr>N?VO%gY{q%=w{Z
z<U~KwxV71yOQrSF)Btnv)wRz2L-s4hj}(8IQ)hwgpsK`}h#OUkVrM}bO>@j#M>BR7
z*{9dSY>sgiGSpd!BZI9-hDCaNc)yPfdchv%k&$=m32!;QmS|FqKVj-C88;A~{mj2R
zjxNntI3h%S5mZ_puO%8(isQ1Z{$ObS#c_~_bgRw%QE++Lv9=iJ_(s6n?((hLqJ_Wt
z-IhdmI=H&`ZS$|A56qEiS6bezE!sC?1oe;IZmO`md!?nft-LE!mE@aLCHwWomaaB-
zmjmjEj$R+@<81ulre0|oul7wVvM<X+o~a|+cr`AvFVRE#_=^c%`#jV!GM<dk!b8UT
zi;j(>jeYv9S`O{JmM+v{V%E-AJM?SnaW|Rm&;8&VZn9ck(NjF>Cdbqj%|uf-xuUKZ
z@As{y_mIzt@jhTF^Y3W-R!a}5)e}uRxv4SWra`5cPYP89{jI3}vav6WA>hVhu$oI|
z)#ezL*W{FX;#rX;<e7S+j_nIKvKrH7w(6mpHpXCVbH$7-9`lMTCd3)DQ*Wv(rk*oK
zABy3wn9|Oe1O1xP`c6cdlhdd<X^0vm{f6-;Ml+r}#%bJESA0!W>oQQqsR@&Ai7zpC
zK8-Y^mLBj|jhSuLM@7x8#%g<lRo<=7n6J@fg8<P~)b)@<14JXo96M-{ivxtWV>8Jj
zw*-jZjw!d?q8Fy7oImwDrd%B%wFaVR17pgWQ(>(-9BW4GR3qt}Z)G%I1wJ9F$OR3A
zr&lAPk{C1RZ%xVuqL29ADt}h4w#r5gMR(EPDyKIT(Zj!|>KlVe9j|)vr<xi1FShsI
z>b(2WyQ-f1z#rQ5kF4sqC5h^>(CX8wWLvA+Zx%60$X1Q0DA*$BHxk36sv1SA_Ac7L
zNzEBD#OoRKuK*S)GL^66s$?p~$AtyXJ}hCZuie+LwnnE8>K)X_Ab$TFW|<+DN3zl&
z#$Z5W#$a@j{4K09vay)1RVgTtCmV~_H9vVo;bw0*p8MZ4i+D1>K>9Ti^Rzky5}Js%
z)oQ52Y&`Q~=l*SGGCp8>YOwIGxkWvb*c|6i3-tEt!?C=uK$dSRYTK5v(=qw<DIBg^
zWlX*%s$|y*F<Rv}Vk#7m>F$d8Qw^IdPeWJC1!s)j0#7~0rqA+&#iQ=#yV|55^Mh(I
zjG8w(lj^5cI!Vo#7-x)rbUrFlh~BXn3gI*UdfW6;SCgVwvA&O1N!lAp^hQosh49A+
zby3g@8C9fIJw>BO1v09csG;3pL{~Hu!PRT)hjqj$vRvAqV;+y!Ia=qN3BL;a{-(ie
zdY{tgBnP`xplDJ3Bh|k(W|kXfmd0cm7)X}>MY7Z)%kzQae2aKBe2y$P%`D|ed80X}
zC!cp>&hV?N7FAEs1G%udXjh@&FIU~C{w|P*nv42PS8}(ugWowZUUmLXNj#T=bdEyG
zEj7-E$@k^ZaN*;n3idMhb-ORyw%|(g{a<ohIBT%~{z_)d-FpQ^9%pL2Enb`I9mB2n
z|K>yLF%Ih?#?=_+ORB|x(1Kz~54n=c;z^IVl6o7%DqU%#@(b)9EyYZ$$h{|@ZzWcU
zHupES7JjYLXrHk%4$-fs<|VT^ySc)t-mA-|zqx4ixi7<7i$=A&<mm&WK9$tCM3U|I
zWPEGUw)RX)`1b2~$D?XG@~E049Pgi1udIK`%dJJ7aa;e?i(x;-=zlZNKipJ9uiO}`
zH7bdjZQ^|f!+czhK033Bbc~K(a5qwz1L^&jZ1tw7*~`4<U;0DE=ugmE-93oM*mOEH
zx5nNH>Y!h99`x!Qw49A9rMj@2Ip6(5rnV9OBJ_d0*hX|MW8Qi^aaT5IE82^9^5odI
zEZB|j%2jQ7_hZmKdGIOWE04Do&xrItW#=H#thJd(yQ6nzs~Uq2RO5J=tM6#2w@|+f
zT(~D?kQi=VDsKddTE2}{jQJ;(#JhS}Kj-7`%6jcY14oPM-IhbziRQM?j3oL9HBw>6
z3^u;kot|_0cdG7PWR_V;<rqi3<lCyD#)N!F9RU5j*9$!3idn5<^f$Wn2NLl-qKX{k
z2hzWvs3gm`7tf3DZpmfs8M>Em%lF!gx+3ScJlbCPYH@i5vPLhho-ETr)N!n{m2Sz_
z9mHZsZ_fTMzvv(aG~keM4`*I=j_X}3v7q+9U0^JzT{^OuJWb~u$vfYXPj+N|tHQ%X
zl*ew#-#W6OuDm6ibYelRa*KXD7u0t8(NVuBUSvVtNfLcgDYl@d7Fke_-_$FNR|j?b
z@A7shDthUr>=-PDKQn@-S(Cf?f_hTVP;x=dDzc#7%60YO5Dh4{pjusJx)#)!o3i2{
z?zhW!W(YPH$v*3r4CpMTi{aPhtDQv~-`{UgwAq){-K#s7Q~M2hp|g0ljN^iKLk<rS
zLDimebe{v@TvIb|=xeI)j3R65-RpXj^_hG)S7wB8OZg4^9Mfv28lD8zFk@OxR|UJ4
z$IU9c5i_`W%pzAzyW%lZT`@JCF?s{S^cZ7FwHA+RLzJUU`XRHr+H^)87+0G-T;-=a
zV-~4?+`Q&0MDJKCqgrf9Jw}S2j(YSYn^lscOX~ZokfKZKrXr>4-FW(jY}Qryie@)u
z->#x_wQ>4!EwP~fcul_ERn+o&m_y^u_4N34nbuXbtaei!Y{%N@SWc&1lV!V+VP%mF
zW3SuWbrYJk#SYbHM-InoTA!5WYO1D8S96X8{wAk(7wx>N{^qLrT8@0byYL^RuB%J=
z`fZWLH1b!HsY{V6!?BpYb+w={z4tlRXUmPgOBbB8=r7QWG>*mf<*Tw<57AI)IkH<1
zQQc-%--fKN2ZbA}MOXGYMqOW7%d1Wr^Xdx2TjWAkrDW18svAa9d-0?>wA@u{MJ9mV
zl{W60{b~;}%_=Hq%OSnQ8Zr4-`ExJPtU{k(RC)S)Va+H&w)~4#p>3#WC4S15Q$krf
zHvFPeRvT-sx$j&y8fYxJt<*$YuXc6%nw83b6(f4cIiiaggq&~{>s+AIb0QxvVCZF8
zskf*m9{ehs_7+P-_!aqaZ&s@pF3StOS*;3wF;=TOeZ(Z+udYy@d8J+1pIatXHm!L2
z7x_jX(V_N5p50$;$@-2R=8!GPmbd$eG5)3WU56;<lKD~PUsS8i)vNC%`AlCi$m^9N
z`)>R!)BB2AO)`FV7PeR)I(4r}A?Z1vx?-LtMh?l~{n>{7#Byt#{HP!Am@LbZ-}Pgi
zX?s!r-cQsKl`qPQ{YBLpfB!_0suOF5@JJu^5?Q~$$o@%o?Ju4Tta;IKT#Z5Orz&$V
zv6CAY9xMKnJlJ1U5m`UUGyO%=(z8|j)hFp|_tI*~1_MNM$13*Qc{yf)SR|%gls^p+
zLs-IF3=~sDtt`1=APd6}7vxU^MWp+)7nr=I<;;fkWI~vDvcX^HX^V3yQZ3^&EWQ+N
zydbl}guhn`Nf{db>a`+EmVH9>@tDBAYkz5SK_gL3&U!+0sMcBaz2wrf`@BqjLih(|
z{-_tBUzm2Nrc_k#O_+!Nw=8E)*8(%?yjo!Vy%rV88Gb=_9VDh#+<UIT_<Sz|oSyUY
zd1)Ucg2XrH<jp}GjG*(<Yp`o&@jNG&4`yX)NVT+YtE$zxvTQr2Ru+G+ug>c2+p5ZY
z?MGQSnAK#x+Gm`feN|r9g?hd#rg`z0ajuvu&KSMaP*;o^dZRQwrYSLwvt1wKzvy1S
zmBwmv+?n>IYFptMXPfk+qPJ<0iusioM=AO+r%+0<CF1LnDb}kLMOTPzDurW(Xsb$%
zFOo-Z?0A*O{Pu<3qU-h4OC9|#vi^C#l_|RP4A&1?iDlyiB{BS$I4yWLNq?7Mminz0
z^OU>&gNim@Mx>pU$A^l6)zZ~CIMxQoYSQzJY&DG4WO9)V9nRXv3=`$7EnZTC?8xC*
zP5#WJ$;NB5)!j=wSCdEItJh{e@`K@`j@NJByQ=@<2YGh52pFj@fQeO#Eh%kIlgwCB
zO7C~HXr{_*-16$@?ni99-uqKaOX>X~<{HxDd-YnbrsJ-s*7tH=I4|S2WvZ8PzP1Mc
zMb^DV>vr@liJc|aq@C<@93p*9vM~VWAqrPVL7z02)ZtxLJZb0joN!m#CdJc^E}oXJ
z?z@sc`k_GbYOk(+;|S5uDwgoroRMOkIB`l}Z^|q^pbyO8lk&AEMLn-KPN+uc3)P}i
z+)DEoS^4vmtW&K|$x5SGr>>pQ^T`RLgvZFgzB8I^Tr%~7uBu)7Ds@R6q|45Oq_0vt
zRIHI&fA?+A;|09)o&0hXt5n!&wMzNRd!xi0vFW&+@f1td7vD+w6iZc)lWM7o5!wma
zZM5(aAD)m;j%HP=M|s6orAm4Q`YCYuq*|4{<$=-qrMS`<UQJa#PJ7I0{(OcW*3X<7
z8M5CPF>J)UD!Un9miQZeiX5T8j=2t|o-2nP=D~bZA4lh^b=(!R^o0C<jF`uAHHAlr
z`S5n-WABGg`c`g@5CK}qw*~4O(cU%EEhkt1Lpm=rUCxmLd7_r6Uj7#!bD`#a(ABd0
zSP`yeeWxEq^Q+dY<>zBXOU;iAuCH3(OP8MGM17X0R^vny7_EqvvExKNc+cRd!A*mT
z<3%mvT8!sn{F>^Vx_qds_k>vEoe{5Z^^wyrcgcg)ABv3id#Wq(0p|;j%ST+p{3jU~
zEm&rWu0oar`_-G)>U3E94TD{mUGZwmpA5XGT}dUe?bqMYX74kkanw_I)Y&N4+pRAZ
zsb{TT&vJ`i$Vum$rj00L>4FuNp7%)ay@EFboGanSMuF<(+a+h}CKTw+9=)4gDDkUl
zWXaKv$?+3JM_Y|_y+QiqC~t%hsODRZ@KzQ6^RS*q@76UH<`I!!t9tcIfnM-wb~~;b
zmsFl@RD0vaB2zJ5?U+_%hfVFUnX^?dWR}_!V1CW&R9XSw(D|iUp)-rrqPIAr$PT^P
z1B>j?+a6qGhu(oE>@d%Oi{BQM;%H2{Eg!A7`qs};-_|tWyYbiOhWX9#+ver>jl=Tn
zL{ZC@Y8=F$RX^j6ani$?w4Yh_vp)X$W~RZazTzvFS&=?Yvx}4!TBNKMMawE<&R9(^
zOU|7nYP1X}lJSAQ-*~esq-e&vW=6hE{KX_utK~Tc)zQV|BAIUMHJdGOZ)SSt8|g8b
z?#30#G@(eQq@tPnnwje8%__D~@2R1WtKQx2MauG~tZPEO_wHI!{E2rQa(zsH|HkG#
zUTLaASK2?nE|E4()ot8Nyk0!%(UM7DcO{)wJn35{lTM!HO53Y=+USyLd%2QUFP^l2
z$)wd?NpBvuFN@@lhhlG<+&fhasBDhq1AeZQrD)Io{H3z$)1rlA{~pKw+e_t$r$sle
zavKbOFsM3B-#KEM;H%$<9D{a1&DRlpGtnHQ{l#NCyJC_K$>Y-mU;Qqg!o!tfcJY{-
z{H(57>c~UVZ@LH;9~_jUri*!^{+IH^bWux0e<g2C7Y)mYedRnzLl4TjGsIr8@qj&R
zhKRPR2SNAa+1|bC@mj9b7mAgoQhUj%QR0YLvd`XXrdVtB;hUR}Ek`Zv#&T5J?p%(B
z{8PH~yNz@yyNz_-EL+B3<DB0%?Yu|6@T{n#%`lP}&-&0p%?ts~Ki@gua6M+HL&h7h
z{%VB3u*>_;vVxue++4xB&*otvDWA(hv&A4SCB>*&{ybNBXd8=doii(upH#7WXrmo*
z`c|SNPS01{5vR7QPuQ*AyH;;qt2Z?DwxnAs@|9Qr`J$>^@SG^)-IOGHM5(R%g*!c`
z`fj=TIWd4ooBaBm2oZz#%KCG}BCnr5C!x6zT0fV&=7=igb5op$Y}+1rYL2L(zE4Zx
z)ur29*7Qgo@-($V_(AnOi)pgST=BZw#|(-bw4RrXw6I<EHN7ljjW^eew2&JHqma;O
z@r%}Ecfo6S9@Z1#yX}MKi3XmcV29kcm@3vR7L`TockFDe)kN#JW$R^PwkUkd6>I-)
znOG?J?0?t_?uH+3m-APMVeXtnIl~g|Cs&AxJi~H}k-W<mQPDnTmH4Z)=C?_|?Wil~
zza~bP-6H9u`WEt7Idl+T6h4q&-Cj09d}9?u*U3{G#7m;V2KmHB@lMq(uQ^9!Zh{K(
ze6iQ0hZJ?)8oz41aZ=6RON!3cs+HF}lm4a$d1&=|d3ig3!o3~IhtA|0`xl$IN3_P;
zJH8>FwpP8f#+l*pTBGdRYh_9z)z@38{y;EQJHN)bTe5%hrkEv!_KIrV06Bdtcfe;?
zsU|j)hqsECst#G{EUUpPqpSrh<%n&x^L(tMo$I!#cBZ}JO#1o?Bk7%2R684r{!1lI
z479g<n|oN=8TO89=TA$W89t>fH3ns4<&k&AOJ%*(_1gG6srtjWee!!^fmSAdk-1ma
zt)h9`3qIgOruEJ(P+8SyvGu#()jv2dBKuX$(lr0qh7|hRGd~h*-88Qk^%n_s?6IGU
zxz@I?Kd<uY`DVSKg6TPj)vn^dVluNCw>mB6=!FeYg~`wqajNRe^PHK7=;fs6?3gE;
zelC1Vdp@Tp?x)@=sUchPb07AFpNp?GFQ$|8w>jPnmZyFfRqc^`MICF^^0S?#UD1Q-
zIl;5#rhOcq0ngY=e<5DAGH{zxMK5dB&!e1aSItzx^qebE^7fZ}vf<9t_KEvNJFVKo
zY0fk!rW<J*p}gav`O5Tz!mrHCNOtorYQALGPV?S)NSxHRPBW&(Yvcd)u-`r;Hdw2b
zo9Zm*k{(RY>4-)-yVHbU*@Y9$a*9s+Z$w3R;Xc~#cTCjRstt{B7SeF63Z~~QWS3FM
z?Bl{uq&;b0dtCH$7XyaywL;O#Uit^&<))P#QXqeJ=i3{tf8^?4Z<u|^k78h{s(%i2
zmUlGFD6d|a+<B4NwW_cE$VD-`jF!{g%sM<r)GBT1MY5%7-6h|o^O0+FL^ttvcX=X5
z{M`IXcV}Vt9!6mml*K2(frd<i7eeHPYa(4+*i|n(!2a!ZRveB?*Iad6Ds*v{l&uH(
znZ7P^<4xWO8rYF2HKC0sTLjz^Z>fA~zpH#JJ2~@>3sylM65dJr-QjqC6C~H%5u-?Y
z^^WLatvbDfGig^<BuO`RkRg9CP2O#zk~Wa1{@_m^S6kUb^28&nxZ1)Va*y}Zg>PF~
zv6R+Yu6!WsSIutiEM{*TqnJu<<iQ6doY&m`(*yCN5c^sh8Ls_JhS(O)3{SN*GVE$0
z>*kZ8YE#)IUvw1Dw2&|4i%wN81@f9j{U}emo`+vnYa+kS7j5-x>D54)pD&vB-Pc4F
z!n>5}MKYZjt#6n7O`fzyq$>WKJnK}UW~K&B>@y2Q2TjXwQXq%+(yEE=O*b6Sdg(RQ
z2#{s0+TyD2ddd1ZenAhW=d^7i-?C~w#OwfhuZ$Kby@d9cTa5rFWb3UWK(^GhP*KoG
z)~c!TZi1%Gw~9#()mVgA4Q!yAtruo(sDkM^Pc=~ER<*qQxBTqYm;UTj?~zvO$9s}H
zqlKH?T}m4!9@Mdyb=TsAR<@qeQn#J;s80VOpifF$ONkb>Xm~BY4yHBKTVKjg)+$5m
z@2Ucg3e)Qv74mI1THjn=Dx-Oe2tPYrXkc|K<>zRAuW~g1S{<YLAC%MTT16>ewQyCF
z*`C^*=E1d`MOLV76#2B;wR(g)8uU$nV=R>wKIcSr`AJoc-@_=cUGiw|Rn?jC7d@Ds
z(^*+OV=li!o%41@I~mtm-41ve-K=e&R83o9741Fkxz)AztYVF)+~BJ%7b7a#8RuF|
z)Uq<fPphdu{mKqs^^AbZa+#mjSZL+sCw^Mz%Dc;}%J|^h!ArdRm!31#OXmA&TPwSj
z*q>6~{&6ks4hvyfXM+!yQ^E9{+T~<Q9W6vmaF<i-Ypuk^QgT8wt)U#?uT2p5%1HkJ
zt(x1L<deG=bK5f{KpP?h>uMpDJC-S4c}^LXv5xC!pzKL?wP&qW7kD`999G(>^8*jr
zxIT5}3Zu>$!l-k9ed=7|Zq(U?e0rUB>RctN?$(^;tadZX`9<T0S2Q1OU}3)8S(WFe
zs3EeqZlo=@YOfdO+xIorW?3uGw~)HXC^fdq;HKKk9WE5+J7&^Om4v}4ttZtFyW{=P
z-xD}`v;QWkzWRP0FL%|}s>}ESe!!|sGc7=97TL0y)>7O4Fkk%+)=+H_fyD#0n)Z{;
zv?^BZiAVYJYM^$wN?tyN812x1(JHARUw+kGTUu(?U->)%=ED}6?`xa>s3aGa*4*X%
z7FxwB)m=IC<9j4O-~L7mt(Tiv|G<8!jb^nr|Ky&t6S4PIFg+(r?J}mIqZ3m$(uvT!
zcCR4L1X24>N#;PgsJ-?>+s=PD3#gc96fjNgDqg@xi4<`17W>t?Y~91RCt3w+mE|WL
zv?*?hzvmY@bG4&4^NshIhIG{Ci;g$#N6}h;+-<$o+x_@CoP(EmN7D5JUwY>r-OiT>
zlX&m<=PcnNkGIpxO0O`jv~2aE@UXuTtOZ%cw%_Hc&e|uXcNz_;E(bT){A5yy*1byV
zO;x(<REWBz4{lr8w2OAC>V{lmjf=(%m5@<7lq)NC)qF(L9LcEEvk&O1jS<@F>-p*l
zJbw1H?pg(*jm<GOC7a&Ty_eQc4Ev2g@Tq6@{AL_wV<xQb#Y|ZIn|)U=ZKG8*xhnhj
z)@F&lzuNcqrr~Yh{>54U{A{EClWJG-LGG}FLGJi7`<;V4yNtEGy=PzT9jhpFNf!3k
zqOGsVorCzbwV3|eV)4gCeV<rxQSKVV)smf6<$D9P&05P#`LcFR&0j_i)K-YtpY68>
zY6FF^pEok}IIl8v8|r$MHcAc3u5+qU`lnuosO@d8?S5)|ool<J+FtD1ZmhPSJ12V#
z=3IzBV@`opgEdcWhOy=C#>>Jra+gZr??|8?`KUeoK~Js{#IKcghiG-Q1IDgua`X^N
z*z8Jha;;pf5=<zXARzb$PNA>k&42w?Mg^P;TNxR^JCn@^KUvojwx&U=C*{>4S~GF%
zds$_uHdFeK*Zl2^hH6$J-y5!V;;$b3v;RC?t1qUODHA<y`rPJSE#sr7%$(i4>(f)B
z`$slz;@_o<fAr&f8#XNa4;e;InKO6#v$Oswml-AVM`+dU)kkVyxO@6{@o(6;arnf!
z&sdtu(-B%D4|7xAjnJZfdOZ;uU<v3yD7^Qu@E*eljvv-Le8jLp_Ls(L6Rq;nIIW-T
zH(uLn>)fP=-i;3%7>;dhm|tRhT0>+16Q)Z|>ozj>e`V^(KWE+)%fzU;Q!MkMqErQE
z1C4aQ6xU`cvE%>ow$1YYxI$Nbe>G!7sQ-Vg0biLz+phQ!TdI}V?}%5b`YlCw{CBpG
zm8j_d;!x`K|BsEpf4>2?f1H*7?FL;?$C7`J23#+(?b!dAwtq8(^ZrfzV+EE-zq!PA
z$@HU3?iliKGL%g3*#5Fak29LtgCn)}R@=(H#?ZXc?|;{~{<$8T<$t^4|GIo8_<x<?
ze>q;AVE@w%`23%T`XB4jPw->^Cd1`_6aVizaQ|QDucM!r<x5Py`sQ}0e)h7{w1rmN
zfyu_~>@&{r$|OTsVp|(;?9Vax*EY9PO-D~K;vbl9oM>zZndLdkoi%m(tm)A&S|$$C
z+h?;Jn`R_D`~O9b(*K`|&3e@=DcOMUr~YRna_2ux_nA4e5l<H{w>I1QEDbRu{-^xv
zKR=Xu{f~`6$r1Taw_p4ZEAHk@XD);PX$Ak?bf1?vL}?|q&)S?VDSmAJT}8i_IF|n|
zeaZN0X1%tO5&vpC{r|E;S)#}9n%mDzc`<6rtfyt+Os$ix+A^c}O_u-f+WepEv047N
zEB>#`=Op;A6Z|j7tCR45x&giZd8q%f9{nQl)W6B_?7xZscO6*vuk+W@m!daHB-mwc
zr!SMIXKVMZ%j`#=;|&YjhA)gs>Qln{=5}k-2-B`5jNfnM|5v_UBEI!kMtW15#qXf8
z<6rsBf#UJMn%fTF`r3$p-}I2_1=Ff&M*MwqyW2O$wqc0H^8R6C$7iM)roWmtNH^lk
zo7OvGY}Y#?H%Dtzo4#|@*e;V{*wl2O=`UvdXUAmIdD`+Oolh9)Qob{6a@=r>>C<L>
zZ&~*R-q>mWyyhVb=4q3ghMqPOrk*rxeai4%)7fVHpwn{I^V+PYcQcLn!`~bJU^>9u
zU;77Re}1MsKaY3Qy1t+dYr68Rv9sqHL%Zo=)6dQL*Urj)FK8{AE&9<&=VjW=G}?5B
z=_^0>kjI|a>b9R6_3Xsx7Wy2u{BhpM9Amo4^rC5v3r76k=jDv~S_|8KbK9C_?DsKk
zW;)U|$4uw>laa2{MYA5$-%Q8<Z0xUZy3I7*bowm+0dt?76&yTrV${4T!S-q|YCSYt
zT0l>|`8Q45HZZndG~H|3xS_Fsrs*Tomls%Gw)hA8TNW6jaJ8wCF1VTD64Rrmo`J^x
zOv7@Pn$3+Jotn!lG1|D`ce@zd4^4Y^HMUooW|$^)GxlFF{i~aNX@S;0`1lZG|83Kb
zLyhf4rdLfr9%k(S)3nNP`}GCdTOPjgz4V@hOg7?|n<h{0`PwOK18r-3FRUsrEz_C^
zGwi=yYvRi%O4Psk;f9rYytn$dW3ZmDX8fzh_PBXQxkpUzHPPd1oHXNa@q7~XucH~y
z!)umnjkJnItKy;I>R-mE=FIubFyylys);pEnq7$7XzV{@n!nMApKVsv(QM)p(<3h!
zU2L_^=%W7$x@d+c5cW0eRZlKg|E`#t^>$W|Ls$RQv(eSRo~Fd>+m8QD_?+*w^UvRG
z$85cCwWR+_?WqptKHA_&uItFN(~M_4ip9&tYf5>`w3S-bGR_q8%1W(+HD3Cz((05k
z({GKJJy&TRJj_jLJy5Eu+^|aXcJAq6_3)D!tF-df%rp~9G(}nmy4R3pR%@+1%ozFH
zY!6>KdbL);x=zkmt+lLXM%*r$wbE=4TDe-QTK8Y1aP+g{diij**1@(Zzc7<;{HAQp
zFZAO=^V_@mg`wE)^ZddntoT)aVG4RaRZy6PbH)@Dy7Akn=f)Nk2BQ1;g2HgLVKi2s
zfT0%42u#2km{0i|(XTnP6+>`0MxZT^Kn#J>d>9}R+h8h&VHR%21S(EZ@l+5#xu7r&
zCt)@wqgyK~=0gdA7>nU}6=SgZ6!PH%OvB221|b^*(XBNvf+7h7wzgQxJxxX&hS9i$
z&p{;NQB1>Z%*L?kWNc%xyo3R`14D5)MxvO(U$L<|CSe;)!_AnDN6?KQLB59pZMpw(
zdxiqoF$5!V2gc$dOu{To!|r@|BO8aITM!ol48YA8ihD2;uV5_ZV-nWplOAaph}qa4
z-P&0!<1oNRU^9VGJc^Nc4rB2uCgFWd!%DL#0R7Rey~PrR0k{rB@i0c>6^zB(n1qio
z4LzSFKi21CDxMuImeFVnBoIv?4EJFay7MWRIP}M4oQfIvDdysFK2qb|(PC*ex1cZx
zgE1V#FdD~U0`A0A%*SkWkEY?BES3Naz_927TVW`H=h+d7qxfV_0#3yg+>V)e74xtj
zAJ_2?=FO!SnZ<YnBXHGA^cdg9Bs`C4n2p)!^D-58wpa#W07hacE`OPiD@78BXGbg^
z!X&(hX;?9a0<aCbar@O11276haXCif5sbw%n1uP5hHVxwVi<~^T`ZQ<7>KzThE;3}
z8FB&(F#+Gj6x@TEn2mXO552oGS!r+(_QP=8y@(;lBbb1Bn1Xc{lOKaI55v&A8}%$<
z<ZvrSpzUJ<F$6L&5zk;MKENz=U&;jp1JJL##nJ*pFdQRr9LC^MOvIg-iu*AOb1)x=
z$1-v(6SFWBH({iD6J$4mSay7iNq7O%(03U_j{)e$lGy^)J<L=L#YGs2TQC+6U=n&R
zCqEv+JiLP5tR=Y^gr#3$<j@DBd)X|OAOZ>O7=$S}2{SPP^Kd(Qb16;5AUuQN=(mFO
zeJz$6tLQ0)U_NG|Uq41}H6w$qFcAk}D$d0$Ou>8`fm?C(jBhZuSj(iq34D$)8vWzR
zh;e*)Fb%J7VlrXZ*O^TGL~h<@CKHZ(gM3&vk-3DO-{kZ~uPrnX-QJ=?oPqgx7ySm}
zHqQSL0^!>^miX=th7yB6<h;kO$&7^B{)CKbdnXMI;~M@M6=Kg68j5rHxMw0J@1>y_
z{{;<vf)Pn&#P9%yquZCH$9kB6QD1WYrw|C;PeoYqD=NZZ^c%!I(jgjz3%{m8n3+a8
z9Cw&>xCH$M({K#IN9oK7^ghN2VA}VL09MZ=ALg9lkm9hj9MU1AKWn3f1X}$_3$fvO
zjv2;bB6?ronBlme7(zUN`B?8F6%VDSzcLvyAcvvH#@FZ>?zureOwDBy<JQ}Z$S{lL
z<Q?im%b$!m2HWn_Ljvk48@YHCy@xXyACeH)V>s@_XncqXc=~U8hFkJ!7$z3dkZ@)@
zk5h@ljy%XF0T1zzoK(DuaU(32X*{(k1wX}1w4Ec6N8n{1%;Y!HV(G(Uz9Mm9c{1P*
zOvYRu9F~bIdFEU`hVrPwfG0UkdAMO1hF}y<z&Kop$+!tK@KemidOTs#a}*<rfulJ8
zR}lzf#}1yu7>(XM1v61?V;Ww<Yz*TOm2OXQ{$l{fVJIHQNPK{?SeZv>CSgZR!%WOZ
zpIYP}ZLxI2Q1sw|pHZVZ|3BiHq6zG%;Lp%t6U@Xun1?&iZw#jkhG6x&j|wBOJ;vZv
zOvH_tiq|k3LwIVaX9SZC191_CVf6qyiouv*Be0P`3XW<(#kdyp@C<s7rR5DD6$W8<
z497^G{2HTdOi%H7Ov4qJjfv<sj<o>;Fows+hT%?(!YdeuK20AL+L8$jAdrCzF&8t?
zb37NIX0#k*FdX+`G~U7l3~52dI3L|6a38_*e*<v~hG9r6D#TAQ4v%0m`n9G$+}-w(
ztuT+kMIKG;J&{Xh5Iw~}49Csw=_ww<L`>^Ig&5kAp5o}vG;|V|Y@Q+=gi$>>G?>$i
zxqyrMP$6!{3{1gXtk;kFCUbW6w{c7f>>t1+LhnJe6mu{c2Ms18PQzSWIE0LmEXTtb
zdQ2QaJWd+PA;T7<m@8AbG-D`+KSjA%JA!i6{&5^?3>(j(#@RLkc?3pJB;!<z<zo!N
z+LOqLqcIjg#bmsK88~Ay`S1vOKh30yWCU<IM&QmV<iiJ;grlaC5AQxrK5Q|KeA77p
zch8_g0=F>&1D|2YF&2|BbQT$L1?J*b^qkHW4g+!ivm9#-na#1r(-?=-o}<CI9W(G8
z=3?bJ<ey=&G{wLfoc}!ugt22ZMq%x_OfI#JDYyf(Fc<UjNHnwh8Abv_F&`t*YaTsD
ze@wy^n1QvQr(#S&&nV(wpkj=}uqYeXXaef<BDXLOr_HBg%*8Bx^dhr+CX+9QjHrI&
zEeuCvlyV{Y@FH_58SRUx5dTKcSr*IFi^+%YE@4vRyrqmVzJ-Z40*48t;?`x%YCMl_
z&+>v~IT^9pY7Pya!x+35PemB8jvnFw^qkG<i9wiw;dl|F@ir#lto3vZt4lhDr_tv2
z9LIVSLyDen(KB4Jos8HbiHsP7DJuRQW-a!_JiLT{a~OelnM3HigF}JS-e*McFea<*
z56Fk1ACeC<c9Cx``#<OW4<+DbCnH8+EN;Riyp3t-yN8j%Wb};YLbH#aV%!&u3|_|=
zjQx^)IAcHg@Jt$q0`DDRw$J0jbd-E}8^ba57{@GzK;kiu1s=v!9F;+Z*y=bHKF=M_
z2{K{^hT|=aM!%Dc5cb3roQ;{d5xrkvs82C6I0++g1;${t9~c>Qx1A#cfv)G7-8c>X
z=36XpW-+@l`6nhBj=e~_SbBhYD1N4bWfn_c48o5v`5I>hX5f8H31#wPCRVvbJ`6$c
z-Yi-egtkQl!U?R$XiUZgJb)>fiJ5o>^RUuo3h2XPgh3dM;dln4@h?okdRNGgLogGc
z$2?3z@4npVU{GJqfA3!?fE~dYjY*iG5@1L_KHh>6n2)((%!O=5W)SN;M&d|J9!5hj
z1J|QlI9EUnz~h*O*_e-Qer1G5P!EQV;QSwUl_6%wGz=ZdO(h1f?(f8GR=1-V63OX@
z5!mN9CMnLw49@cy%;hv(k9i#X9hkr&%f(c5&!GY6jrkagelKzdgdsKp?+}Q<qZosa
zFbS()V-{l@%*O8M_7W9i0A9jSEPI`iz*QKFNtlGEF%1hb8ynvs|I4Jq08B(%D1qGs
zqVO+Fz|y%KJB-FmT#I@55dC7fF5IMI+=7vK1Y@z^Eh@(6F%93wY|KEn1?2mkim^L}
z;^^Nw|Dy=J$&Lg}#uTi6n~Jdw=3#gAUdVEcLAVLSF%P5B>kj#`F{a=I%)(iik6X}>
zL!E{pn2iw_aM#9=6X<$ZU5m+xsW=O>Fb4B+Ir=SPXfXsYVFZ@`gZwxe6Y*V4!xNZ|
zKcU-VPDc#DN_q4g12Gbp+X%!F*ow)x8#6EybJ6lA7oa6%z(5>?VK^J3a1F-c8<>o_
zn1K&57kl3$|57@Hfw%(0@MDZZ+YthB1T6O%I`qO!oPv2c7rkQ{It;?o7>)rC7<%lA
z2{;*3a0P}h<Az1WV}^>yt12GFUzCq6FmD;>e;5Jp<y?_42;(pucVRRhzyy4NDOmd<
z1z>l~!>Q=~3io;#gr8zKp2KK-^f!|dtLHN^II@6zI2*lJaBSBT2wK5CAco^DjK<QB
zIHnkeX*d;g@qP4O$sG^|VGf34^+NJtLrlPtn1ZihCZ=H?{(#=An1mQ)BQV5LSQw6r
zFdBDZ0^Y(D^s*KfW?~)8!xrehnwv`u!UY(P`!E{MV*=)43N{zy#~GN1YtcK7^B-+N
z1Uxhfz)+0Fk(hw%F$F)xOgw;jcpSagPyq&EV>j~S5RAs{n1Hu16|0phEX=|Nn2+7i
zZ>`1hRH;H+VF-a}c0}NDjKv&GLg8Lmn1;hJ7bl?St6ae_5YJ&amiC}x9D#`#hpE`L
zbYWpOPD8hN4gm&W9)_YQV=F9-BrvWF72|14!4J#QVjNJ87GsDf8P_p%7>Y+Q61~fl
z58GoBCSV4BjJbFOJ=ZfrUW^pB$8a2v(YVP*Ac4TA6=^YMU>5pTqQ$SV7-0bJ#8AA5
zk(i6I*s(GdV?3r|&ni@mL(nsUD=G$}zc(X{e_<?cs!Bezt@5G81hOy}8&@Oa26~Qx
zxC6uS5JqDbCSXW)8jJ%l3+G}!CZpd*?xcKaFb=O-SQv#9F%D;AGVaEVjhz3B{HT~6
ziRdYbz(72SVHi}40<aIpVK^q^R?NW2+DuAZgWj9C5@Ha3j^TI$qwzW>pj#adF$Q7g
zCeHt!1oGGsf!?pPdSMX8V>o_{(U^e=cokEyV_kZV!!RFrqu*wZIfmeQjKI)(47u8m
z$#@Afuxx!gZX?i`fae<&fI&DQfQoS=#$de$%xb)fY1qCYvl>UCTcX9X7y~dKLvcqV
zMhp*O9A;xOmTgSM*a~y;2->{g<kpHn5H@T=#kd2b@en3p7N%feQ+kZSn2(X@w?(~g
zK#y?~Mqm!c;yp~lI?ZS}w!m!MiEeK(qRk3zg#iT4vm+EE0-4=717mSJCgG|Uv>e~X
zTuedFt;`V&#ETe)6<gAC?2d65gUNURGw}iD;g!}jd>d;+Ya1;m;Ms<jqc6r_5GLXv
zOvP!Kg-b9WKSjUo6pSHw9wRUhW6-ND`7sbvu@7cp6z1c8^n05%#nz6V6Ntu03~x`%
z@m);D5glnc#$g_QjNVDSXvH9G)`>%g!5EDPFahfYbI5QQX5uH9uj0|~9gAgfXBv*S
zEd(M6oC{&dF}Mpujsr0bBQP5`quaX-JqBP7hGO}yG#vY2ELQAB!!Z;y@MX-!6X^XO
zBZNWNr#lUQkMn;5foOJA?8%VfNKD1;n1%a$QSlD0V4+luLogIS#wfgmad;b((bk)a
z@i^vU>AqC_KFc!(;YbX}*%<x4je9x*3GDb5Q&99{$S?!*(bAtG`@mx9fFZaVBXK9j
z;vr1JOiaV8n2it6?L+SW2heaFfT6f&Ao=kq#@YyEhS74og&8>H30jV$(KDGzgMqjZ
z!|)_VW56I9j*Bn_%MYgE7>s!siQXS^lZipN6~l2KMq|w(oc{>~LJ6ecFwDdWn1@;D
z{V@&0ARI7^xq=ZGgR?LZ7hx)H#w<+6d_0VPpD?#D1g~HO=3xxF59j<(Brs|?Lx)Q+
z8$U$1ofb>2aC(l<V>rfRG=6{yxCc{EjG*DTX(SED)9Ag6jyy@j@%(5i#$1fSKgV#$
zuwI0XiU~X)LB+TT-9F{@`dBjJS`5b_<H(3>FcFh6758BlW@0{ijHkz+u{K}`PQeJ=
zf-$&aA{FCdOv6hy0@(z-CsA<<#|{H<K8E6YjKsqji#IR{113`ddQD-jU?24SoO`{e
zX*f>BaBMY=iZK!saTTWGMa)K<+jJ`4&FO^!*aAawDn??<8Ju3Y6jN{qX5y!qhu6{D
z&a(Op6=N3+$7vXi=P?n-MbTjV7;~}eOd7n0^S?fUz&)(j7=~YC6nf91VyuVB7>yaY
z7IX0kdhTV!o~2^kj}dr#HY0^W&oNSX95dAZxilC<qG|9xUa-vL5bfjq|CB%kJ2Ef^
z&tM{I&ofjQj9IuG^YI}De!+V`FVJA@gHiYl#$h5R;~~tzEX+lp`7}6{k;Xt=kKr}~
zJ}*)+4!}f=#8h04S-27N@c{aL$!YX5hX`B5aENdS#^MVLs2C4p242EkypEpxxeZ@P
z#W)DVa5LJX2zc437+YZ~j>assVLt9ezpr@Zf*~jtF=7~qF*phn(S0$;82vFDC!yN`
zF0~kdYcUj4FcPmXF0>WK5vZ_)mSZi<z*(4!E70>GEyY0Gfnj(EqflGQkYjsH#t6*7
zJ(!C}(en_800Z$lhGE56@?)P^dXzw5JUdeGMa;xcFb^-G_t#tjF$m``<CtOMa(a$w
zn24t_6@6Y|<S=#xBZqBP((^Q4Lt-e7!$@3)v3T1?AelhfRkR!fFc*8E=Qm6$48%kX
z!~GbA_b?7Ct|mYFVg~lbTwI8rhq)qRAa2JnJb_X86UL#<CyoLLT*6HBUPI3@7<oRD
zWi5u_XBdIG7=ta=(sSI78JLE-cndv`@P^~7RE(h*hBGh<FJdBU@r>9J&i_gTve*%b
z`Pd%)zGbK}1mD95+=DTA5fd>7Q?cnf@?!|*V+{HorH2@TP1ZBy_&mnpDon;?%s6V}
z!txqDX2(MGKE^VMLHIF-;}ML;98AD_n1VeM7%?1!c^HS@87xj1gee$~_b?jWHjp3d
zVG0Ifrj5W*0(tl*`hCYN#ZY{Nk?6mX$$~kUjCU~uy(L4A_0aP;BY=SzfnhiUqi{FI
z;R#Ge%O>(;ZM5YQ=t#ix1ZM#T;wB8k?HGlr7>AcJ8NFVo0QAFL3`WnB9BT~30~m(K
zF$%LV4p(ia=lBU`s{NZe|MLi3XNUJG7MnL1I$Vn3ST>Pkj-i-{D=`%hViw-Od>r{E
zr`c)Ndkn>BjKtj-i;-JsIPSzu+=qFXwT1KF`+FL|jv#b<i;B?;qp=kxU^J%SM$E(m
zn1{cjcP8ikR`O#AhT}qv#-o^s*D)0zU={{%qv1H*M!@d}E*Kbs+c5$UU<_trBKmBn
z01Ut^?1=f;6aCI`VZjhwltj;QGsfawOvVB4&~TiCd6<dbXF30WB@jel%DZI5ofwP9
zF$u3=8pglJvBo6yJjdCAf%q$iVIfB0lRFqO`~*|+9A;tg`!pB_qTi3a_k$rna{m8F
zAc`FUA23O<Cnn=a%s}l!T8z!n`#d)$7=+Onj_WZRQ!oLKV+y(_(_;+4JnVzs7by25
z^5a?zzrgu_i9j?vZeaozVhYyym;$gd=3z8?XEC%Ggd;y;#Bd?T;ucK8FE9<Yoveab
z58ZxZE@1%9!BAX{kv0OU1Y+?hCSeYyVLoQ#2fG;Zi(LCL5X*i_%W)*eU?e8uLQKU^
zFbgkXK8nv6@}GGvi6OWUBXA4aVhAJ?NW^b370+Q7)=!}Td<Ok4v1(xmzJ?L_5ys#}
zOvDPGlOJ1S7RF*eCZpeF?yxWf&tnAM|D5wbhJgES3c#V5ikmSDuVOy7u`_g6cwLX7
zI3FW%J;tIPld$0)Mh>T8HXcRKUw9vIFBRi3jKHNBgQ<IMR7~JJJ5uo$X5kzAIA+<b
zY8Zgo7>d>}s2KZWEKbHG`~owuN-A>&=cD(ptnV0vO}^xi;aZGF_x;Q@>~15FLLeM7
z@d&zI<+Q^9%*Rli{S{{kF2*?g0F&`3X5cx@#Xr&WH$FdnfVqORFbrcb3O8aLreiYN
z9uUYNQ1&1NU`_PQp+OjkQ!osVVifi~L;)%ulkpa2p!e70$8qR+jbo32xF5qX8>6sx
z8u>8{bFW!6OIDgZzej6ieMXACT0`qp*<`O)$2v#$S47G?UuZQ;C0RIja;4fcTfT2Z
ze5;rx5AM^dZQQ4owoa2}_G#VQ%*iio>&}HdJSNoA!>i(Q(W|`sfH-Zbn-<{i=}|g>
zlEV1!jrsY7gS<$W8Y5rcr`2w<JiqWl8MgBlxbpQ|s%gi|kc*{`JXu!O<Tmo*EzP$>
zD%;`l`T84wZdnV9=lT70J&&r3xnODBw4iXRpzNV*Walrm8WlV#XlkIjbA!IKR{x|H
z1%)k$aQktMtF+#<Ai(NuK_aDmz*D?lq*Q0`M6|QERN^(c?F+3@lZreYY^y5n?;^#i
z4!!0o&Qs$STa9oX>+`Zws#d4m*0y|(jk4V;td*TpwOZw}9XqP%J8D#jpo+#p1%;DT
zs%mTHYEoGz$@j@^T`9j!<wyp~J8G+;tn?*C`nM}6?5GkqqJ%HCTEknh<2|*b+1g?q
z6>sYO(1%+6gy<)v>q|OUM|<iC0@)Qq%g+$sO7*bITKVCZJWA_~T>K>uS6Woc&CT7j
z6vwK)yuMfS^#~;VpnZX?8R}M}R2UoGW$XPkaF86Th>*`I2FP`a=jAR%lsu)FD(@&h
zRvBuR3S(lWs-T}6p`$8a%~Ej$_o%!zJ(3A#cPNk_TB#_54L`Z-E3*5@Q;Lf6jv`!E
zIskoSYekqGsu(1nGq%<#M#^1^A@Y=Bn7pItE-M{`rn0r7jU1{VpJJR`rwEg~6g;0$
z(M;Y^G?0}Jfwyd}=q`sUddue&qvbjU^(jK-DMcH32g>>Ln7V3ee21)+HNWO4SCE~)
zCc2?~O5rbGRP>RrE9S_(iYWP`V!iwe#QsjwH%)6OJ`I*-f6{#2W6JT~Pp~|CjBq01
zi@|b$IzXv}PX-srXBxWIsE}Be*LT4Mg+tX8nY~sXOVetJ++cZ~k{H5D-%#+wVEF-s
zctm+}WXZVNlL3!o!y=y}zFgVP1%+2s{^+&xjc@p=!_>}l1~s|oljeiYGB}&ee&u<o
z+_^yhou}3C2w~$o8>`tU6~TtP>~Wa6{G^<Im<~nCm27E`y3xo?t%iFpDeiZZ!Cz~>
zr98Qec*#2?(;g82Mv$6i>?<o<r<1j|9IB`;pHukCbqY7ROTolYG?jN00kYB&Xee7N
zeB@AtzkE(XK1GP!rD!ToLAh4l3kut*ZYHdie;?rpb(J-~CAyXDq}ZZru30LfB6sxi
zMfQldy35VqY7I4>oT!hPdp>d3yX!~6-LDdtxbCv48mAD#ImZ4{5rlaR(-9_k48bGh
zRYTSwk&RqhFq1jrJV&)@`sGDkE>npQmfMcfl0bP-(NSJj^pe(N&{ft|w30oJG0?$s
z*Ku{FudH6j)ICWsjbKx`?mL3n1RKjrDuG)SK0{`t4It=kqzxq~jI@yiEqYq_Sc2Dk
z${872ZE?G&T%|nUQ+}ZQxu-m;%<U<!oBPXt$98s4+4MVRS|d61J6cyyKBov&Wvg-D
zrKlxODJsZ2iWaIeb%0wdgdD2ymCq@><vNAlV6}CMt#aLa@!?=~*fw$4j&tG4P<7QT
z72(5#)LZTmLvUv=E?M=NOo?nH8~scrxLIyHL7AK6K?M(#RV<g*llo4EPHpv2ERquy
zFUiHACD!E1)YYwqM^-h9WiK1$E;HBj+2|}Ut913G^%PW-brt@yhoY&Rs0fgY6+UvC
zqM|&gaFdrod$9SDd}c3aMMw>9**41=Biwx5BMAR#giFN`c9RoNlcl;`tQak~DaOi!
zimCFlB3fF%hnHks#R}O&u~tr0>``$wJyLzSqj=+y9CL=IXR%RQ9wfTl1m<CZx>oI2
zD{p+ynb1y_$s}7x*#yMSo^n8@R-18|c#45es%f#<j9?nUCGvfhHco!4ST3(AUX^8j
z(CT>Z>{(D4tP1{OZ74q#=;mETt?Gf~I>b@zrec0tE64nx)oOb_w4kuH+EG}1U1M@P
z7w8x=X7?^AJfIGLl~?75Dq~C^7G0KAw+62kTM)HL!kICHj0gG^6pm$8aqIr7{F{v8
z-XQ6FhHf>LozBq914HC!wOLla$fk9pd>z`pH>{xWdsW@K;-!mkjpbJLCzbPc*zkhF
zdn(=AugV)|7(#zp<}Af<Lk8k_xEyen^W)=@at5}&J+h#1m}<=KBE=dvTD=@MT5+{_
zV`^+c;cKdM)#BwBXX)+o@qC{{4O9F0V!ag)UG2#t<D>}%g@3Dz{o`f1b7X8k+01DB
z*BJwAb9IR1!~QDc`gl1;W!yitpiupayxXbb89DQu;~PW9!%vfr8w<Cbc=@5qczi}d
zVJB6R@48}5)mj!gFl4+G#i#sL1)=NY-(<9wmNkCV>NJU&#n%?pkWMb1Uu-wJs;-hT
z{`^l)Bsq)BV#Nx%O|e`agl0SW(iSh9T~}D~y|d9-b$F@6ceXN!cAK|OmOD?~p0de#
z^7-&xtw*Zuu|?`u_kVYcwyV11>hf}V!z20OF;3oOHZnFy-yb#K3UU5iapo2j_Ew!b
zy-t2X!EKN7C9M%^$JG)g_Hzwm78xJRD=1v0(mkX_7iiIF+2sGw_2vOlmEZsP%rF-f
zOoh}Gae>@$%Pkk80yT51)Xa2TQZwIb=9ZaT4VWvEyB<X}x7;&DvqVyG7p>e=A`>%L
zGPg_-X1=d;&$%M=`+epQUiZG9^PF>@^DOsyp1bfH3e=n00vh%EG~e5elS|Ak9Mm@p
z)C>vZ?eTnX8Lo}`b7=|GM8uBI_in*d+}YD7<C>yoM7TtG;XEW{v$-g;XQAEZOyN!u
zV)T3-TZ<IK)ZVF-2&!aH2%pAFJZ7u^c`nV!LZ4bWoi=2lonM<y89>azt|JcyrDDG$
zYia`3`W>y`laTKnS_HmiKjn+G{`ZQ&8}3vcV6oMFZT+r!H2!x4amzw&#AD|bD*e-~
zKM5HVDBnAqt1n?59p#Mo7i-4v|L=@B$ap+4-}|Q@GG@%93Kx(uVVSo6V)F}Ge7f~V
z!Qc5`Y3r{tpFZS_Nq8&BZ2g^mGCtM%6OeK9YHj@!=F=`@bgZ01nHLbk<#Q+(Si9C5
z?FLH<D|)&c^sEj=Yx1ebBMj^la1u;?|3KWEP#i;JTEWnp(gA^G@t%^|=D(RwH~&D>
zNC9Cs_SB~=_%!woHE>6T8eD{$Nz@4t*m0w_@PGw0{vt{|bd$F5N(%}?#cG~v;Ysi<
z=^Jg~4HwW+WOR5o(~XNL@r_v&kPW;zi)sNIm6+}Ejzm*%wth+>)^v`6G60y(1b%gc
z+-8>R3{SG5@WO0Lgo41%oAbSKoX~#(wfA$D_s^?|p1GOYUF8XE1QtP?^XX^|rp<X!
zlLhHj+_gq6pxT!Zmv`~P)=?*jX@%|kr8}Q=nFMGFr4g49kj(A*-lp8>iY}xj$nUtZ
zgHkS`9QSwNe=c*Qs=crvFuXQx?q}-Za%91?QYrb~r7SmpAqD=4h)(`7-@A)FDoO<z
zIii~jI(r>BP;O7Y_bivQI#CZ~bR676<Nib>5AUHw#$$UZg)w6fWisyHL%EE*_fW`X
zbkh>l{4#2`7Ig<iG)c?%R${X+KV_EvEnQ$XwKlHfwBoW~joQQ0@lq9A?^sye5iixm
zBTMl*C}KLM_nn;OtJT5DePsF&2~VcJjsZ_%+5zcUWc~$@BB>KYG>u^BM{^j4&{l>4
zbOI1I1aG+|vH8A*&9m7$bukg=yjXqW5NnDn$k>%S0RrzK<6+MDG12%dsPB3E^1W-g
z+*6*?#Nl2n<z|iiQg;xgvzoUlo8b+zUxl`I2Xs}xo~ZU!jN6l_EqKS~12p(5LcRR}
z#WN-!pbd<B4^RfM(MjZco4xq%DWk9RmJ3MyxN+pbXuc(vPE_F<^w*^3*I>R9bqCa{
zb1>h#h<*R*DK+f-i~`?NUqI(OM1y(lmxbeHhp-lT0~L~olT5t)x0elC+dhsTpHxU_
zeOzhDejVoKQW(H51^;1cMj(0=zoeddm}+J66#;54AI3|L?8iN#8Q1+P*1mWo-)m!{
z=%Ru)%$@i_LF>qYk{>eiX*`CnBE=hEk*O#C{Aznr25rEq%IJXO+0@_$f*qfc?>zut
zofQ{Rj~iw%#)8LHYca!{w3DG9oo5(Lj~L>q{7uxy4@W8TCgPuSlw3ElQmI05ps}1<
z0SN4TEZ_SE_u&^7(b1b2<cHH8PTo)H)tqQVjqp4PHORrFG@82SAfX+N1vn1>LWw!(
zNR?<Ov!&@gpmv+%`QAj<)~ayX{bm=;BBC1OhRR7<P!{QllfBl-1e|2>iGcyCCoCU7
ziOVLd>%NF){EbqVrS*UNRernDnS8IELp<~;GpKvV{eln|$4d7h<YEg|@px0fY+}&g
z4exiB<?(0oBC2o;<4^1J`QD;Td|z0x-{XQA9Q$8AE8km;<@^@Yhn%tKA9xXzJ$-9&
zL8WtR#CL#sKaedZAY;#LeEpl{rZ1*l$mlrsCuQD3?Hv4*Hwr5?O8Zk*$j*H}iux1`
zMWHB~|6lpuVH|?r7gPIx;K7?$@OCc~|M_IBT##`HGIqX-ix#^clt@dE5v#tP|DXmN
z(|Lw*^a#*s6kbRz!`dn*7A{ZG0&Ss9Fze3A_m1K6G)<)Tx1ntc4Z4knFlwU5`w_R-
z|2>tTJHh(}HN>9?NSWxNz@M<kxe3bJ-NJCh%05k`-=M6~VY~)=khN@jN(<NXPSL_q
z%|pfkcun>gd%G`@YTxmz_;$cO&6xfFpOFW)1ne@dgIpgR7mNWto>bQmxOWZd8SK$R
z1Ph8I;ve9`!$jRBh2wIhpn>N>F}5!5AezI;eixl=6yDOk!T$AILbdNAN=>LOc>7=)
zbQjx1$&b<Ic~|LJb4;*tvhhB?jdc93Ur~qWF=gJxc5{imeD75F>5P5KF30n;f_U;5
z4u(?LJ-^D~n;_n?P`TPaDc1yuW#v)7dw$g;!t?XJ5$xFP!fN50DbH~_2KlPA6>70x
zc;cR4jkhOx^1X{W*H=&F;>Mm(kSppX+{yOhHS4Fn_*9(bY72$dV4KG~m4mr=3AIO&
zu`4*}KFlQ0bbw=>gErjvs~&jH;qj)i*rg@(8;cF6M=Um<%KvLhH)ohc-5ILVSb*cO
zKPCQ);pr9H$*0?kP$o_tKNq1~#>+)0<N?rAgd!Oq6d@Pmts*pz@k$X&e1NfXBBeh-
z_GLxs5>6fai&DUUsEuny@wx{J;Vhn1&<eOVP8QV0kXJB}(}@3YB~HNMLO!gFkI&3u
zm`Gazfuo9fyaQQJl_dJ@Ka2+3i%~8NU|v%GA?z*>pvZ@CCntbhKx|Kp1#NFbivf*X
zfgW>b-&x<si(v&}PKD`BkekF-qLS$5LmsS(d%XB3Og3km!WnT_#LUU{Q~Xuj42IkR
z4*a`G^wJ{)el~S~1h?*&q;ZcpN+l_g@n9)R0mAF^oSZb4a+%&2Od+|ztHBfr3~cnQ
zM|MCaCh-mkhWKdo`O+TmFYMf$B$|<n5ZozE8#veF(v$&w+fl~j&17en`#5{Npt13{
zqqdjzc+sW`y7DIlQ79gReuebWZ0K7Q<}q$ngg)o-{^kU+D~aBJj7{G|6)65O{Ol6y
z@m9pPzcV+9wjsgZg3doi*gMiAhG|qj4?8{lI`=Tv*L-O!8h+QWbTRHM6I$YaDfNW_
zT4@|ZKU%@ih0+0m$;h>yjlQ;&ZsuX6YFyppO<^_5mKJVGTMC*|hgR5ZfZSHd6^vAy
zp43$x80}WW<DKRYJzJJik9>?&Kh*Vj$MZPfYFQ!0ej{WK&fca%adBFa5C7&;Iv^~q
zp~pMBkeL~#8I}%x4L7C9?m;nHH}ZIwf^x<#quL(ST52O|=fUNxY-99QuB|ywSv4nj
ze%raesv^@6Sl#@h$NMJBeZ7p9u!7S~C<O{4f}480D_HZPrxbA4qJnsYw&n$|-3v$B
zG}B_Aha+ATd)+G@?-DNdM_&~#_MC!ZCm=tTFv#CxWlN9u4VWtkYnvzKJqEGkNRN6t
z9j=Uo1ji!>={YTFgWZWu{nvSryaSc?dJBS_H5x5y<?$Zk0<M3`4++FBD-cmo(5$t`
zTaM*^{A$66PE2waOm|j(d%)`+8DTS@$_>+gvkDr04oseF<MCd3+C4|M={|><-Cx!g
zuWk85yZ5UFkDV3UUV6*pt?b14^yP)4Q>I{n$1hK2zU}d@gI7<&;<w5)%*CF7^nTRW
z?&J|T&hD(?NPCBaP|5M|9m)V=Py0IPz#&~d-e0+B2bNO>hqGctXg7~HhKch&)|(cT
zYC>Dycj@bZc61<yk+gy#meLufP&UJSvikuRQWzj`Tz8Kwdmk_7WiMJ&cN**mPduFI
zIa==LEE?!^dAzf@WdyFEZGO&bjo$C&@&3cZTlW=(gYj3voGlCP)av7rW$yYF6zD`9
zMN)**S-DZGeje|Ood1|l{@Mlk`8z9}`g^=3x!AUqG#>dIHTyvNva{UELWUh{rHym#
zB_U(+VID8Kw#`{@B^_nMHR*(bNjZO0C7go%ao7rnrKkZP_Qzor5txL-5E^74LNPQQ
z5YZZ{F#WVSBcC#<*9p+(O;mncwlgc>3;i92)@+2QhA_al`#LeqrxAd#WzZPQS)VMQ
zWNyt(<QTe?$8@Dg4h|m<^U%>_*r+M~Cf_K#!&;uDpdx@!YQWH&IspPZ4)=INkl)!6
zkt*V>7}x@Y8G$Zl1h9t>4Y&)yc{)%w!y>X5Mb^2H9Ku<<t)$vTofT`J1!0!B=l@+|
z{^rZ2;U21R8P09ONkf_gWmr{h1^6Y65WkBQ$6RWIp7__n$@e2DzBuk$bii@i2nzTB
zL%<Lm<8DqdICFo5mZJ~KQ4Hm{0>Uguf2$l2wo^KU!)_z(|JoSfZ^mF_G5|g`p)iK3
z6vKe+E`}(IV;Dm#7)DY$AaKY?kK92YxRP!LpxI1dLuf0V`5C{6KuC_GwhXZ}NMJf(
zVSqE#xD1&@I>Ky{<f@9bdb}#Y;TVc2j>LY{mZ1*~VwgZdY+ygqC((K^jvXT@qqwuW
zU*<@J5chhFI$iK;wy5cV!xLPn3I>0A=BOMd;P3z!po0G<9Hxz=_z-8faT>>WO$q<|
zILsMIna^OTxipe;8842ckP<-fk&F*Vl8Z5SB#mRt8%c>k`y<n|KYzLADpW94j)I<n
z3yr&Sn=D@v#b`jy86v3xC(K7eW9l1>!|gbXq!D0C&WDD^A8UYzm;uI3F{HPmY|h+}
z?4<yMD2(A<ieZ>WeHlhm90UGSWsoz}`7WN`6ZLsGTua%(AiLp_9kK@@f-AezxaXZA
zMS6m|(%nPj_wi0AP6DYf(s7G1j-d%F<GZ5i47Dhmp*q=v0SzgP0e4IpaA!`=;uv0}
z6%17=ogs>?SH?ug{w$ys{_P^59mU95Uxuy}2MFwmvRC85Z1_sr_^h*9VCPZV)+er{
z-=0NlYekQqb=JTxepqQ_>w^E8WajS6(2wE(fg?ZBJX4^gG)Bb!Ak6*||5RuFTt-85
zYIFH~%w@C1S{Y}qq{ql;YBDp<)sEG(C*HcCm@+Unf%-BeP#i-NlNF3Cq@y`AlStWs
z@Qu(J#YU`w?5Rt9R4?4X{)A_{xFdk$ovb9ZDvs76*Z<XPlaPL&t%f>r<fIj4VXX|M
zGc=@Z0sC_}d!E7=f+>cf9Q9=gqc{d^&<Lb6)TeBQPGm0!z%q|vB*ifFp}q_oIbW#r
zJ-AF^Wt|m@WZ^Jnw1-~e;Vlm*XW4kDvkxDw;AlkQaKCw2q$duOA#C2<nShfmqiHaY
zaY;BnHd@BJR2-ikO&h=)SvdBm^zx|dT6DcU9B4%L@=)5Uugw-lTSIWzABPp>a1sv7
z&<SQ&<FFJ>4?)froXG7D36%qzeCqLH6t+1RqIyHnmU@fEF8y$Ogql}?NLPsPgw2_V
zrc;6Mb|Y;9#c>*cqQy*GW2RMfZ2gonDqs{i{3+e2;H-`(V}e3qttT~LSVWxwe(T1_
z?Pz1u`@Bq>11|977`&U!R+3lJu28h{vSU5o^Gu|n%ZFlyacC?BRCHDfY(387y~_y~
z(fq5xpCSFZaGff`Knohd(39pcOrxy~@pPgh&zZ(kF7i84##2Zo=-EEr<L$$GY^&&K
z81A}H_yD8bcyX;r5>7I4!b7QlDo*|!Pqo6GAtjSwEe~1C^E||ftd-!~t<UHN>%8`v
z#-q+EiB*RI{OC!8%5Vc)!VLXs1j9(0!_bGeG9=ImfMfsX9JO$RzZ3K(m9K)7C~6J}
z9OKsTG+V{t2`kB;9!dpihN#sl4iTPcLcWh^D`&`w)hP8}#Zjv0*bzs$RZ#qEaTF4U
z!MHRv4}<=))IAKXq65Y8S!-GW2#m&Fk{OywW@swna(A7R2T-waz%YscG@1q}GYZpI
z6`EAx|D8RV5_iC2d)y?C_e&1+mQ^%99IpH^i4w!%%1@Ihg)wy!WinoxM7cmjqx|zQ
zGmV-vOr-7%6KE{Jkv5qUpNDMnWJ+ONKAAFs5yvKby!+V5_QK9s8&{!7i^A|Rkix1$
z+X#wbc#rxrbf-9mw`m2#o0QJbhO!yDk-ZwAHH9%mQw&2S^<`*GaSRP<1p}@KfWTT)
zJl;-rcybW6QVm@SkCWx_zZ9(QEDGHb)gd~U+A>U{K@6j5dUZ6=AEr`rb@UnR>@r)N
z9x;@q@-?8f^fV3P1v7}aFbzdysV~y}ZcX#h&Ha91#(r?Yv>sf<=hHPFm;Uc~6vt{h
zgzi8bSDv7nfDY7v;T`G(2y7Mak>|_q!)8sCq%ke#<a)G|p+22wXhM$wwWDTuyu=ky
zdUc`JfPY8H+p*?+x94!|jm*H6^#-=yCg3CuC)~rTCE+9k8sZ@N<g(zHU}oj2OGP^F
z1x3JKbxH>WR!Pv2tNv=b83E_o(AHW!7LG8NGZ8!%;xL*sRWK&uFp@J?DA^yX8e5qg
zujXM7JqPJMSpkRQ1jE~OhoJ=p)kd>hoj@U&8yG`yvv9c>;_oNTq!CE9-!>WlV_+`e
z{xc5~o1pLktX$=m&}=pRR-60aOv<gzjdv!6)ZxZElOh?DW|9ktk!oxm7{h5I)0<{e
z3b5AUnfN9Ng5d1)RA}7=*J=(>C<f2VGsSiu{K!Kda|5*hYN}lqws+5_c6FgNWi}0F
zTsNEIfmqPt&f;^FRu`>vwj5vN<9PFUVLcp961oZ>e@+qgP~w@?mSKXV#B$1LIbP1k
z!{s=Qj|bBc79D6(3ts@!kBYruG7*4?#M!d)btXJjI$n7%D_El@jOLa)0^)&1=X$(<
za4<HlrX??+U}<wH<pqqrcaiWdM>};jZES=(4gD0ai;=xPOwFb+hPf2OfTyk)e&MqU
z)lwn0d%njz8A=P9UhI>mmxXjp+BgRugJKv>_6F#$8y8Tm23&g!s2$KANP`+6HIk+y
z6<uj7pUtEb3~su^Fr0!Knq&ipY19eemqfVcV6o=EX{^n*g3LPfKZfHJqRh^?9Nfoo
zPdd+8uo25JmC84QjcqidA!hFr#^K)9BA#Q16iLGIjYS@Md<)xs{H>zPi!>}*W>_lX
z*5;8$P%)RT101^(DWEZy4as<BEAV&BTKF?V_bKe8-*d%yRh)oRCyi(fYmv0LF*0_b
zoeWWQ9^lxRM7fO-gv=xgdC^(jk+YP8f+tBQV9$FgZFq%!!g20Wj8W+6MN)BcA16Ep
z7+E;M17a^i-!qiWfQfVy#P;wqs?`K)vzAdi#(T?Xa1)G;m1#~BNMU!J0Z(T#6s0==
zzuaXWYR@J*e2xn_PCn#o_Yj<9E~DK0ej(KoaO_!z`y^;4PpbN<2O>8iy#vi@ie~o8
za*wwdx2C++w5utGmnw7~JRTc-#L$z<Hv_b$<_yiKJ0POg3XJ^F><sw2@DTWV!4Syb
zF6u%nIM*~v2l(w@f%)PQ1S2#SFJ_RvIg;??B|{sEVQ5Ev8Cp@Cq^)3ZQ#!*m%4R^5
zj0E(jFn|M7roq)Q2t`3-@=A}l2N$H&*Ysf|3UY;FB6)`<5<L<BWs{H7_&7t3FXGsd
zx{7W@qDk)%uF6Z`)~%viFM(SrTpw`QnHcmE%ziG^a;Ap!afQ08<FIG7O5;)g|BgrT
zFL-D14r^IRK~Zr2t5wu63N7jSDsll4@i@@9Dz0ECLFs_7JgCM-Q9&&_T0QBop_6dC
zknAr*SJKxsm@B>~s2yL+74%8PJEoagxRp;pdR6NCGFmw<#>g4SU&u4-zwy^x|K*Jw
zh_s~>NW)C-4nsTzy#mQm8$9wTbE~iErB|HQ(1iPf$E+ak6}04I8@Urya$Mg?8I0F9
z(hbJ58!6yb;PH)Ai}BBm)Q<7~Mj8yX+iCi%&>phM8pprpaU2gePeI4}MmkpUspweW
zXveC9llwR^J5~pr6r~2yX2d!%)S(d!)oBg`9_D3ul}-QxyKPn@318FWXta?KDjx&B
z;TFAsZU34tV7L`O&1So^)f}M={_;`)#l@hEo04fm417;ZrVPe|$#f$IgUa1x9oafe
z$DUNOc?m5t1jqL|0lm{mz{w@*8-q*qCLHFnzRI+v1sc*4+Svm2afpIiU}Y5=k2TRY
z%ogw@T#+c8?7+!OSfLl`iIbmk!lR4-1e_e+W>$KUBphcWp$8UYB_}|8&Nh!1mt~tX
z>ucKB5^LEe+x0%pwXgX;4Ytc>;ITHk(-LJ$*-jy?%z9|v3N7iM?d0OqzBCr6_P1y;
z1McK945jldv-~^CWtl`O{~DsV{W~>hTf^qcmyCjT4@k5mo3r>D`tUV`+C|e}Loxf)
zR^&l<K7lhw?)Q}Y8UlEKCq{A<vSeriwi;7B-WuGKtFEE;t&z1d4Qh=%Z_;#zHng6h
zAsu0Om98^%rDCtcm5IA_`Os<&1&(xv`Hz~38yvgH^*U<n@Gct1cybpdGXA=YQW&r8
zqD;nHyC_%BL)xHt4r<;8I&+}YjAlnI9)BOINvamF=Ng*P20qTE^$>QfNu><rbu3S%
z8;mPcDWENM&83L8+)q=fU0d{ZOh)*0?{10=!}ygj3ybC5TIx}2XjfZY@Au&WBV={l
z#REo+Ie5UR9q{ZPie&tA54jj~@qiLAuzH%7eZG|4xIBk<<&LyNc!tn*hS5~4JzzXV
zFeFf0hB-6{;8>PM@$I2*T^elwMr?<=&0K-Y*Axu$=4}RfS}qi6#pm&C^A2liOhFw0
zU8w;BHgp-VOa%nCNym0Jt4do#OFAG}U73H5j(0%w@4-1L7^Ua)u=9v>jbn`!j4ohC
zQS&#z3=o<5V7f@+b{xLRCMy`HaX5^2vfM<`d;1OOokov9IrgVh$eSqEj&zCyVvEc)
z#~+SDB_MyvQOKWUdANTKzrRr4pFbqEA)N-F#`X+<Olp;B)}Oy8wKSdY^oA6P!tu6r
zT#E4;hS3uz`%Tr=Cg3m``p_$%8n!1t8H1CM9!ha<p)-`D^>4xLDs+UQ1YKunNX0th
zA{)D3<A3=7jz52m%AYzx+>ZB60DgD(V_?KZwg`Wa>Jd(s9Km{tze*Lwa)|RHUN)GA
zjd56?%6CHUy40MZDRpOPLt`1*(PD;vB5i({iq13BnjSH{P31dd5bM|xySw~Zs{Yg+
z=jf(m8G6uShPJem0nZP0MuDAVe;a4zD2$;J#k>u&9S!2Mw`e-UKw1w7j6bNY`I`3R
z(n~P>9i-g1QJKdNQb-qI=0S>N{No_G7;hh>alpU_R_6OwS3u@SI?@IDF<>y%rDE>@
zYElG4Ftuf9OoJF&(sVgn&wzXkRp~lIYbw?ifXDe6x=~w(#Wbj^vxeV~hh%-~e|jlK
z`$Lq{6+WFkM47<AbBA!-jynN1WOsGPg_gflHHO08MgD#i!_c4lGIXXmh7PnsAe|wS
zvKa=Dy&K>?3S+<=gkdQ4W#~q64C818!$3-Bz*L^0BiXwH-l4GWi1=8V)7ANWk%Z;A
zk9Qawb9{x`gp;{62U3Ca538%?Ojmh5e4cYxqDKr>sJsh+2OSxTQg?x|3=h~%^vM-`
zA898u73e%e9eTuo#}9e{s#0@?+SHw)6^&)6M~fM1(oTlDbe<uS9tl~#C(f!<bB0pX
zonZ)#WpL4AK<ze1w8PY2`+p8td8^Qfj>yHjNa$*t?G#S<22znIoLuA-#G*z|oIuR`
z8tUuGGzv>Kz7NIY-UOuIgYZi?5x69r)S$Rti0c$u-wR{T@(jx8g{nW0K{ptG&!B+b
zz^fTlt2ajfTGXjG{4Px+7>d#yKwzz-9`85M?d*u4_s00Y<tSyc^l6sHhUywD-)O~q
zm?QMWVcJpgwa5gVY{m&s3ydV3tP}ZE9L{BVzOR<f@PnD#KXfftTu1p)2#jGk-p`si
z1U+$b1SdS86`6pOOe-Y`Cl_%Nh-WK|RGc_yMIV&6Ivwc)#nmYWZW;VdtkP7hFPJ72
z!SDjb^g+TTBt+97W?rG`3{kY6p*|g9=&bqIvskfyU>cL1HTDNniP|!Qn~wcp5w9`v
zSqa+8XRk0+ri=ZZPJ=&;HI(e{BXu-|0c!v7v&S3sbPaYe$6#9>a8b~_9_g_h@gZyJ
z!}p!l9FKmckdoN^I0jW%d9kW+IsphQ`-@i2n6>oyeO$qkn17Dy_s5lHHZ|`L(Q(wB
zVGfODm_dvCV}i5m7oOaQ`#U$`8xg<Ijs9o`_kZErdX+dxA3(AOwFLy0Ij-K!H@yin
z_(NJB&|(&uO*<K8(s`Dg2uZW0EH|CONP@E>6gB`NK@`J)J2DJ-$B6;&O37I|Loj7C
z)FS);05vI$p%%q3giv1wOz9c=(+Y;pl+MtSvKd|``#?Y)3S;O-F@V6{C-Jpf4rMBw
zABa%iz(3RDE&gNQ;wIZk8XSn@9683_wGjW}TWq#}PExHQ2seLM>p2P<1a)Pp0fUn|
zF;u4!3|I>@)TgZsmFNURDBS@BmO7=eIJTB53`WH)WWItiYAfH2={^{v^5#=ADjWQH
zt&?n^f<J#@EA13z3`RAiuzIxKWWHg@hyJZ_n01P3eTd4saEjUi5!gW=!fXgl7g*0w
zl#VbMbRFQhe~JQzK(sPN3<3K(wPlE*K@2a@bcP68&wy(RLwmZ;@CFt82oOsV4AZEs
zz#s-J(-=Oc^$h*!2*a0j9pKn;ngWKx;3bM1?0nuB@|`&w7|O1kro>JN?IuvgX$~m6
zKW$|Qq!SD-x&sKDaK<C=PhUg$hGC_!1H>q<$cJlX0zGL5Rx4*{@G!*U))|Ut^q!#&
zKs2ur!x1^>_xLIZT^|O00cW*3oa?xs;Pq3a&7uawVG=h*1dyq+eF4n@`2BcRws8FU
zOI+WdrNsW|ETw<Iz0|XmI~=1Q-T@o|@tza|aBTmTEr%FMkobvHDj2Ca45k$<G?>yE
zCQ&vZaLhR^N|kk7lxlvd=VX*DGGr%~RX8#CjyfR!7Knb#rLMD%#*f6<n|F>9N1~*E
zpQ9AU2j?hLF_-c3ISTn0n0<~Sfmp<L{}`4-Xe<L3q$A<k=@cF)cQW%VooA>@j~KAk
zJql2Snln_P?hHXRmZ2*x1~@jKr<74Ju>3q_0-^bl$d>;ELhYzILr3b)Fqp<N45!5m
z@w5}*c=Rv+J0&ufphwJhqw=FM9HnJ`-(s|Lsl$Ccw4s5oQ5ZjObJ+SCKjQBv&*kOV
zZ7b}?O~5I;u^!x2d&ug)?f5*eF&l8fVeA4tau`#PHqFnto9wWWpK$@O#?QzAeCKEE
z037j)TnR{W8owYziqn|Mq|?aV>ad-28dtWuq1$Pk#OVX4u^TYiFg5_@8^%JwD#Mrv
zNH&aHTO77@!^i|2H;jXT8%EP)z!v|I#DDCzKm3g;fP4NScW>EktBM#G0Q-s<8G!5}
z#tuMSQDY@wMNwlWU{6sa_iww~cCM&#1-?xWFj(8#0OJ7Eqy-pT0h0nva#5h`;XULp
z?z#;4ySQ<j&z^Cm0&YCxS_e2+!k7>Er-Ts;_@bmM=dRtBQ_^(~kXg#u5BRr~u>~+M
z$VdWg3o@nw+^2$!`*-ZNJ3+=pz?@*?7~tDr;|IVm!NzL9Kf%Uqz?aV&dAIGhZ=N--
z0ggUvoCe%{)<^?PFKuiBtS@aW0vsuAOafdjZQMp7V#^p=fFH`axPU9l8?)})Z70f`
zXDRLw*NumWR|VHuKtiZ%FW}!$*Ji+limpV!p-QePfGw3>cmK277FTgy089*XWdQDm
z89M;8!;O`IE#byYz|Y}E?gP8+R=9Bmknp^560qrcV>ck<d1C|M#`DHPz_hAvV<K=}
zRpZvbcH6<KMke4&RpTIFQZ*wPu)3PD46wJF5f8Xj&3FL!W2+mN0L!ZzKLd7GH&Ot<
zRyWoFzNuvvZDDQKna6gUx3()CaIKE(8^DRWuEl_qdalWU4KEn(JGpk-;TMeG0oPtI
zjsT|AH@*X`sc)<R?5}Tp3AkL}c=QOxZeaWcSlPfh0Z40L{0O+%z*rCPG%ywbsG$)D
z*xA_hV*QK8{5-_)MI#n)@kJvCc2_hp)8d=DuDatKwtG!orvO>aTzdcqn!7dvHb=Vf
zY?_T;a(w}ajdJ}H>#$vqa{UH4`LgQ}VAm_IZGhFUy1oL;k2YoilB13Pyms5kXyZ@7
z?P%i{!0Z@f7hrRYu@>-ij4=<86JvNiZd6bU<E96}Xkq*c$Y^2g16*rid<&S?(pUmm
z)6$p<IM~v-hgX^}w>16$OloBu1*~jkd=J>$%2)-s*vgm%h<(j?jPfpf&A1BK{hDzK
zkoB6e2k`G}#zw%`?KlW-+syW^%`+Uf|Ju6}0T(;CrT~t-;kp}-!o2Ca09f*tD+4g8
zqiYA??~bmOfU})kGXZ-#yK<*HZ0p{3T>;GL;yMY)?c&-E`12jt2Eehdu7!Z_-gQj`
zEbHdFHO*n0+TE22aNq9kItaYzGLiuvm$3}6tcMW~NbO-fz{BHNJ&a3$+#bfyfW)3g
z3gCyH#u~u6p2l3jgPw+Gio>?BmvIBIy_azoaJrYV7jU<iu^BM8w~+|g(%YB<INsa1
zJK15o<?d}<0M2~R$N+45&)5OTc+Xe~xbdDb6ELlhkvj<`>|<O39PDG91YGH3>;_Eg
zYit0l?rSUr?Conz1YGKC-1-7-rk{}sSl-V#2-w}vNCsT!XDkEc^)uoDN$<Oj2NNB(
zl=qEGfXw%ep8*fwH&OtL`WtHiJNg@Q0l)M&JZOjyJ~W%|A47}-sHRyTnP(G+8n<z_
zWT=q^_-Uv~?il8}nSkrTaN}3N{^7<xz~$k_w}6Qwj3t02BMkRc;PjDZj=LjWSH6V%
z9~&nDv7?OLfaRl%4S?OFjD>(-M;Q|V2R<<~Y#!}8KMQ^2Q`Z4N>=@Tp!0j={Qoziy
z#&p2uvBtkM(FDdC*?^p}#!rCwamG%-hH=K%Zs6f@#vDNQI3pjrH%~BiFZ;|`G#gFe
zGh-6q%xA`JXj}NXnKs33{0efl+t>&A(QSMS@VL#itFd<1$vN;e&Ti}m{tMgyTrkmY
zECg-?P6QqU-kOc}pYny>%(!8a-Iy~M-T?C<kPW;JTsv9P6Q|gXRHSbMt^@uxMfg)w
z?Z&V3aT%RzckKh7nPxY>1zw+KcP#;)oNjkb1@4Wv8~5g+r33!}#?G)CN9W=Cy9@{4
zgV+sR1<V4@0_Fi9!%$*^-MGqzfv13rXNuv8vry6nXy3C?QsC^_C@F9Ya3Sz#;6&h6
z;4OA+j^x`n*KT~h5KR#{$BlzL9OOfA!90{0_}4rw*?hZ^wg?L5+g+Q0XBOCvMZoI|
z?5;_`lMC&x+j!GyFWHSO;6>nJVC*8hu^qS!xE#0}m;lTIK4g2q%fQ6NcEf!f2itIv
z3S7KI3{Oq68^7Tlvn5G(*CF8arFLT*aOqOJ>nq@tWp>vL;Dcp$<G;lidcU$8e*(7y
ze*vBZ?gHKgt_99sZa3xuw*b9x{Ab`z;ML`Jv?Lt-v{DT3SY>yeU4l-t+HULx?gwrL
zUIr!tCw^@=rT~`!@4|tFYwXE(zN-Ja)^7ZbgsJO9(QV+hB!pzW-8c>O0MmfWHrS0#
zz*OKO;2Ad#CgEV;M#;E&6I{f3)+RYW@QvNIav28C&30oZ@Dwn2DXv+-E5JG5+KrRI
zt-#&DUw|8c*MJLwkG6=OOIz)(179ID$#!Ea@HTKM&^>#b-I$Jp&A@+Q;AdbqFbDV(
zaPoG$u@gAwJ5dz30}d~D*uDbZM!p|_SwPPYNx%BN-B^Nj`a#a8?z9`3IR6@W5V#wd
z4D{|a)7`ckDR$!yh}pX&!y{nqN>om&-N;#inEz-u&H<ML_XE>_TYwjUNx=Vr(}4GP
zOa9;Y*j-0gIc!JM(5--fq}g4ofWM@pTLJ$DK8F4;_o7>^bUSPtac~O6QQ#inb>K$e
z#C=##0=MoL#fb;(u7j&FdL2Xwfa`$EfQNzcz$?H9FyIAVVnc@{-?_tf<9DRbI3ni{
zj@XU+I8VyJxf_jV@=>e;*I=kRYB#<B&O2r|{`nf+0{9#71n>~>4saWA)=zfhE8sfd
z4B*b6Me)jC?5>oxxY8ZB8*6}DfOCPzfgb3+1-t>AdBSd-1#SYm_u}9H4mJZXoV4#U
zn{(=EyYUxto&lZ!PCa9fSO!mjIb%1zT<5U;1AGKN`7A;J{w#1m_y@o(z@5Je|2yz8
z&hvp+fobQ2zYI)XkIUzIHwYXYIxh(~f!A?9Bhzl20sahR19ySTH=t<0VJHEf0W$vx
z_$$sAXW5N?z$_s1vA?6cY(%30=7Rqd$o$j`cH;o}wZN^w8*UtM!puMHMjnXGz-z!e
zK;{=*M9ep#{{g=OJ_ItKl#N*8JQa8r=mj#r>XO}9@eTSj@Jry7KZV}_JcsiP;C|qj
zmxXt4#lfu2sAS+{B+UOy5`F+41b+^g3|w+W_&vaUoc{s54qSOv_=CXh-=Y-)mjl;d
zvsYn<E?q<G1bTrFz~j9Q<1gShz|-G4p0Vx8u|LDh&MVs-1_e%aw*9`;RA-ec!CM+e
zV<C<QTJ8$^<8kkAoI@SXcfXI^>}(R?XjP3y{@|<^;C#2GDd>EcHvHgh5)`fH(eL`1
z{3W{cgR_3Ixgu3{E<PvaY+7u$oL=0GuW&h=mYUGYl<hLXY2vl-x9)U)>g;FfHc9>C
zXDey5Y!v28*{Z6Q!hDeJqM9qr2iv+#_&$EO^MT#b=3SbY=B(%Lpw8P>vLp`dF!+WK
z9}3=Kd&U-}(Ro?rJE(k}4>Tysf2{IWG|MPIRpsl8JiU<atmW3cNHTx9_{%=T`0$o*
zEqwU>YAZS<#>|iPfceW-{^d~NpBLI@$AhI@mOjb{FVcicn(#1`ZlohPR8ca@U)&Vb
z^!Hv6=9K2c<i&J2cCrLvfbxGTZ<``Ko(433P5i`xuNH|O{yqi&Mu6vnR}npKTTS6@
z6E(y8-%5tV%CA+v_7>s!!w393qx^}j!uJyz`%GfEQL^wM%10>whVm6n9uLyAM*@2k
zt0kza873;9rhE<Mw<v#G`LfDqDqm%4OOt7$d@<|=vHm{FH&wnFc+6FwvBeE<VN&8R
zKKRNB;P)!uUo(tSzWNA}e@*$h%73W5RW)0{v*G1xxVg&zr~F0mC_nzYh$d9?7sCT>
zVnE7)kNqqETd?r0RQ?0yD?cmz5anlqH|uzsXlST>n(}>=Z)6kuwmX`zToa-+L)9YU
z&|4M70B_9m?^W<@;G)V~J#~c2=czou4$8lUDqm%~IAqCRDuVKxb)yMYMc!7SsPJjZ
zTaoxk`6}_k)Kd9P%Ev0-MtQ$t>ZtNBDE~TmuHu*6|C5sa<B$|<3_788`J!f+sEUee
z_d{DVfAf`ZqdfdDf7Y1Q(MLX64f~H2yXAcct!|bgireF?9Pq2DKM4PPfI1&^&TRPk
zWXab-?R*h{mj+N1X)`1sHI@Gwd@u@_5J16)FwBfOEcrTV`m=$!hl%v~$HE^`{uS_?
zFZp}v4X-QjQu*qOME))1Cn#T{tk|!n{1w&H>PJ&g4_i-7$kPn#-jNKE%9klF4)s1N
z1|}=t1w1>{vx_*y-^$|O1eG7XjY1BifGvtjz6FwOYw(Qd8?26%SAI5l);BU+^jX8x
zYL(yKT>L7n@;8;gbVl^|RsO{iqCX(n<a^jUsbh(n&}NckuneRre|d)R%~VmRlA<Wt
zCWft1Vy5!N7g6{T6tKx=aoCD*gHn?3Ry)bZH#YdU20RyV%Qqq~e{HtkRDSbkVn0a4
z@h{Ls&)EdwE&XkjA9dU0-8QS!j?skBEXja!nZLctuU173lz*&zacw$QKxzkz;YA;d
zo_;FdMftgxg~us=sP0{wkolNg8Hh-miz3iNGxmH|6gqzu9tAdk8<g*2NG#Ab%-`S2
zM>doQS|y*3y63(zbiL^5rSj*MuP!zC?2~aj44s%WeA0$OjymgwBvvilhE8dEkKd>t
z(%plmiDIj>Zp9^x^ViIeHcfR<gLlDmRo<E*j(?$ijps!EvzNq9tnz)qv;5^@BHvf}
zFHK%gY&I%+%o)^ZdNaw~Uimw!v@MBqRyDOQC&udIX5ZV#oOK=U>NN2fO7VSbQD6x=
zaKP5fZWHU(RdIRc6J9DD&Q9RD)XoXQN2vT1<y+Sf{Z@4yu;eS7yxWG$m-#DNK@`m{
zA%-Dm{u(P^N5{<0%Fk8)%1$vHuKah(uURF0UFH8)erA|BBs~pRuDW<!f=e)eykr=r
z83rr=d7SW)4P8_D>Uq(oq&0K#t0;PI*rWguGk+bG-}{s3iL?v<CG$LU$<R^#TTM8N
z1g?VRO(er?Rg|ZShQtbQmF&ezVz@+2aS;vN{Eb&WZL`Q*5&aH4>+jO1h0GlIwRHaZ
zR~ALFTMK8Hru^VyV!-NRIpA5*$$L^_D{_8SM9-qn3+rhLp5+&H5WXDlGO=CT7f9eL
zDECF-3~Ru1hX2nfsPZQ>MBW;_Lc&DP;N!wu*TeUf-;gc5bs1S62K#KF(w9<#b8v=#
zziNh;qou@_f$(s-P)8>SZ}t7x!E*ryR2SYdFiH8~Kg4ifQExk|yy31b8LYaj{JbdY
zppmeyFWr^zG+z`&siHN?f3aM6OTHQAVC>N4^uqi`<yYzG>V8WVl|`j;2H(-^UFF;D
z5=C(;KVA7MoumLCD_<M~21m5nCW+{L<?DlI{i8~VJU=~)U!ZNgX6QYg8lJ#_G^Vj+
z<nN{O&t5|mCZ-6F>yY^i1J4S(-itQRt=9dH@+(V=e7K0)<|{wIr*U6Xez#P04_m5c
zn1RY=1Jmym4k3S4kom!{NJ&abNo<QS^f7;}obXng@v9~LxtA&OBntS6j)>OvAx_f=
zE)Y9b0XHkZ<}cx`ku|us=<E1U3T{<-59K2(iG8c_CxPc0@lQ1aQZV9vs|gb~NThIT
z{?4kR0G;Dl16lJrVmMeQeW*C|_nz`e_r+1GCMGIhua!6?1x5qhp$U09H?Xb^CD9Am
z)B9gg{3%4L=;LV9!2iUKZ3@yk!UuPYp{pACv&t9KDL@02Z(dL2YwGmaD#&={PeqDj
zRxi#_e(+dRzuSfyFn|AQLcO;ogH=UMUl0SnkxEp)jW&^R)nl(O1+?j&i9`7y<r9WT
z!Co{IFgCS80+;w$ezYlSg?5heRYpq&jOga?TT5OeS3>#Q$_M-)@*S1`1fgR6@y|&U
zu=K|>{~{93Z;=dEg0rENAX4`itVUTCJS$3ilLntb)qNf$k+Loom2jEo^kAKrSouCs
zKFbqrx@7Tg<-0TxJ+0K?)5`B|B78UH%QY6i_LVXHeb$CvZT=b}feo*|MYYbtvBtWR
zcu~`nalq;0wD-NF{2$79X(5Ir4EQ%MO+<eFv%*`EZ=?Kboz8x#dic|Btbh2uXlC5D
zH#H$m6KaHuBCD!?SN`xQF=_QOkMdnV6@H}ZsoPWx+||fhH8oQCHjPEU%nHz^c4)$-
zP)V@Hk4`vXPmBL31}uk?l&_%k8q2^T@Z4Mbq)FScBKNz>uL}|Vo7K@_&7q&$ROUBg
zAVU)_aRT^`-e{Ath68(~@Sgn?a1K=$sU@)-OV{+36~&O{*k$m%n%*)?__Aup1D+k8
za!njQro%@tJZHXfC$Z1}pO}Bmz_VW+7MlJRY_ff-31{X?L83(7mZ^NLHe$HF@&*K0
zQ3-9#mZSBQ9~UL^->Cc=@a)j?UE(O3Fn*}IotnX=k+KG^Kb7|smkd?}OTR3Nd{><V
zm0#Fb3ea5*Zv@Yd9y~341&vVYSHSaBb*c6qv_<nbofE)!dRa<<syBa4UlsnOM-*8j
z_$SI=){PTslz9FQJeT;PE{~-c__ro1Kc<UrvL&j4Gnx<^A%?9sQ72jqm$r)viyx}|
zrhDQL3Tpn6mG@mYUsQgPR#~{U$yOeEgV4Bce=3HHiXK}d@EnQwM`FOb`i@k7;CA6B
zsXVtqmft@`cq}f>UoD(+B;s}bg@N1rwQk{-gaNIQ6F>g=I{$c>U`4L4L{TrHZ9MT~
zzNVJIY7=}dWd7P0B40)2xn`N~^Sl%c0XBc#m0#j6DGAn$@q3)Ir$e6?MZ+}1am~<G
z7jmVPFNran<rlV<0yK9>!W+t$)rntUmH$xr;deyd{k$g3Kmzyg+q1=?3d(N)&m}mf
zQ&p>*-BLw8wQ(h>{PVAg{9KKM73vt}r_~qzGH*fub8EsSp9#<+<&*!BNbFSuO<RkB
zDkY@^)-`7Zc#g#0o+95#<xeVqY@^73sQiDX9``f0QZf?R(A~}7Td#|Oj(QET>Nr+;
zPkSkW)y?)Qf3S!ckW_qaSb5qY4q4rJZX0nllp}}sXR|`OSrZ2IlMMCLp%dV_3Uaiy
zms7rJTj96LHk7Th@&lA_;f*#KtGg~yK1Aor%u}5U&Z_Q}Uy17xsv*3chTwpBVtH6!
z`J#Hcd{gCLS3X2rrzJl``CHtd@WZM3o2>k_T$6v+R$UW*(1erC>Cy#UoqQ*m{W1D;
zD?L6(qHKlYbMPFZ&hx}jHPyFN<!}4QZv$^OmUJojGL=8AdIH*-`fHp2sf*L9p}n$!
zX5++w)vS9epPEW3e>h)oYwxkT=f9dfO52#V&+^V2GT_<9NI9$lZxnboQ&X$Rnh32^
z-gg5rTlvWHqR0J_T}sjmRl|xV>$JdX19Oxgr^^S6{{=h;WRV8MY6+K>ADJM55;M3j
zg8_^6_tD0!dfc`+B(S2a&m@CW9r_l$xf}nbsHmwC&rn4zx(aW#guhh2zSf)-(R|f^
zTNYlnE~=+YM|LO_D@a*qJXvN$n+ea@9$ce|+0OUM`&?pbVVvNC<RwsUHd<W5Lh;*b
zs_Qk~cflHhs^om}*4+yAqp9+xf0c$ZOZh3v@BT%2tBY(^ewgrX+mnK7Lgy+Hm{F>z
z^V?$h(?-HKP=2-YJ9N%nMfu~(U(qdF%kZ;^92ekM*)z1s@PzSbpC)*8${MGN0^X6D
z4bTW#d@bc`>Frvp=|qEP1EY1kv>aWp`~V#+Ecri~{{R_ix`YUkH-AB0MUn45(3{GC
zQA;9W4X`Jb5Am78-c!DRM+&%%z3AIIQ43Q${oWNjts|&2(i{5g9zn3CH|i$ozS}=*
zz;n|sHJg%=&k^z?T>`q3b*FBK=6?e-Lhc$9efFS-g6BZ(*Uc5HPi|2@tCTd!I;y9P
zOXSz)Nt~>~t{r&GSBTQAznsBtpXUC#<~^nxyjE*iu6(OCqVv4kx(lAm7OmYdRQcc@
z;=|A#B9C#-{KbK1`HngeQk5&tn(mdaNexv|DUaq3{!?=IuuDR0Ptn>;Z}?b|NLGH5
z-Y2n|%o*iRYUHfpGEezskE2<!+g4Zf+p1wA$DzKfoy5v8TKVc%#i51j&|k`X%Sshk
z^S2tkMbCZRf<zxPe=g-4>keUklSQW*rwP7O=v43=uUL&&Sygma<$vx}IC90_lQxv+
zCyqv{d^P2d=_3Tz@D&B#Tx2x!nbVKu1VrMHu5Pe?HGkhJKT#(SQOaLYzPH|32~xgB
zAJOyhf;d!O`Cj0;v1jJRn3Eh^b4~b6Go<OwHme2hP~NUPZB}m{*jEfpEh3S?_;3F9
zfe*Hou=zf-b42B9m60l|WGymsH6eMKcxpLRwVxOm8Yl)VhdO}g67+df6n&wFKUeul
zmqgEa<;%V=de-aBAFJ`c`#!a}?yS`C^eU0J+TvQ3pQT#{*7$fu`Qfu^?sW_!we)6U
zOSKc*U+nnqBIPQ7PB&3rRQWC+h`jF{WV`aWSBhVlN|?WYlrOi$<lTs|{GtYkqGLMl
z1SsDZJO`?DFHvN5hPf(Ve2(za8SwoImGAPQ1onaIasE&A%xob1G?RB@vVjC{tKaEn
zNn_2>Q~BE3o2|CGNcjr7WndNHZ{=47Ni401_ZTRKSDzEZRtp%<JiUC=S;2iv=Y5vx
zGe}~WUeQX0X7g8SknoFi?T*%G{@wx4G0O3mSXd@TtNdsk*(_H#s(j72OqblYimK?S
zW+<i80`VB%MA8hC)(c}9E;(2X7vA=Oli;}k31bR7^qTVHP75ysJ1SwJCY1J*;9>n|
z{w^t><cT)V!-ck$|4<B^)&*aH@|~1FtPcTLm9|#-awo;Gb@l&;dEO=|u4`yX#y=Rw
zb(Kpn=38Ofs{xntxq4Bs99pG(b!pc&T!YNt0p)$~lU-9jr<!h)RMrfQKN7<aRMC0m
zzfgXM*1cu;2zajhNS(4aQu!>Ee?|9+tq7GED*6X}Ed@iHC~0QttqCuN)1|*LGWgD{
z?rQod&1jYIxnZI(M@PO6>c9ueH`a-g<-k(#>~MmgI1s7wyHx&pxvS%TvT}W_3444t
zw%ZLCMGy2&;4xLipT^^=OV+ukHG?^%{Bd1Xly^vmsv|^Cu0DDbZPHcoFV&I2ic0<~
zo>~`;pOx>ON)7)(q@s36uLxHMULPs>e8<)W;JM^c5uz_e<+rH(@MlF&L%Ss0R{oX!
zB5!r;n2%Mz+^gtev%2FtO;}r3deIa$5Hw0MY>F2}wUlqI{7HQ-!ZNT&`EYz;@3ymb
zJKr1m?|mW#nJwdo?VReH2c83#s4Mb%%5PUb=PSy%jeu=ZdsfZ#87=u{9}xen-nj%k
z2ke1E_ywwOhsx({6Fyk^3ZIIeP`x^%ZJWRUDSs<Bn$HWG)=Et%{Dc8Mv!VQG9ly$$
zYVgme$B2RBx+!8AXs*2PJY|^jw{?0UeE{R#R!t~(&-BPvS`8dkzMqa?;mZG~e5v_T
zVreLN!+oqo=yOB(H&p%&@LUr)9i=5$HTwheJl^?Uugi^-3^rZJS-p6W@<X2yla``M
z%9kiD2CS-FpnUvnaY$0}xg_PoXST5QW+yF0*_zP$m}GcCOAvvX50{|#ec@kLewgxw
zSC%$g<q0Ccd@Oaohc;GSR|VF5;iRVfZp7y)-&7wmX`ps`eJ1*XmA4A`z4BRQq-a*#
zYx23sSC#c;!Nev`6Kd&2-fA-^ln>WuK*H7VGiV-M@GJSzCSwJvx$?a~k$?<V`7X-a
z0>q)_CJ%DHCiw2BZB#zbD+Vlw?kVqk#i$l5ZS0t~F{?_uDIe^!qxdoNlz-pZ$bELN
zv>L1bc#*_qv*`e3nSMV`c!yqvt!u?H<tOQ7+j`#ShVm}01gmoDPZU=Nb~Np}ZPqp6
zJtVN<%@ZVeR!|ox|C?;d*@oKWcTD-N6{NJ5eETm%PgUI&sHF1C!1G8os+{QOf7D_w
z4bn8j-{&QvnPzZLk_@efo1WVEziskwBY1W+Mb`@vLfft>?|XOk<;f!Nd#i6C_+SHy
zLLXA{1M~;~kHrD2f90_N(hvFx-$V^Phl>U~a6|i@724O7@2Ziqs%{i`))O2cdN9D4
zzd0&jOdfZ0+hR50uqKp#OF}E{6%QIt6~l)$Qcnykzgve&t13n*e?LtOTMm7v{B*tZ
z|AA?jF8t>V5BVcTY_?HfdQB6XF;^($A%Zk5RdiW4%1)Q`(1+1x4vT+H`LR04)Kq=b
z!E-R2%|y>Q<u|JQ4ZR^_={c|RQSY1bb)M{DKSlzt+;7hmhs&v=D)HhF9;u{z51n=0
zzK<CkRDsp{1X-wNEHXnfrreD-8Ee=o37$Pp(N2txW&Rqd{ENCOvZDJxmCxv=J*=Bu
zGR)Qtt#mj$q>2I(#IWzMRZaQMk0n%A$JncUPKxl2RnL9!?C7N|=`ip3aY7e-Q|C)D
za6(tc)&M?O`GGp_S}|Xu{FcRHAXyFMDt|VCM&_a|L_LT$Q-)~z#F<(U-5M>g{CCRx
z-qE?D{N_bs=M9xFJxdCbrVH8#<zEHQ9q*v5y?Wq8exo&E0Pd*rFGy(HH_Auy4Nm;5
zvFNDsoB97N;b(QEDYM1!<_$FNF$%a`=NQ&t8#qVOhkqmbtbo-~zK_o=tTlLcc!1su
zx8^YOl=pqA@}lw+Wp?I%;@IT5V)%ATi4^}oB>ts=X9K;9N<rESZM&|#KL7RP@vnq=
zqNj9K(Ss|s`P&Yj^>iyVkH*!m{(Rj}oFxXH(+uswbB2+n3LE}Z`Hp%6#ft2D<;Uo3
zYn1A#j0r2Z*@kTkH-Yxx%~_c5107d50U0vClMK*n{@z?D{G!pqTU9+w`GJ>&w|eOn
z<pchUHuJwOYVd_Xap+B_&cdt`H_-&&rAa67?9e0KWw8t_Q9h)4;Rsz-J*D%>;Xxbo
zeQjd+BGK2+=QigF<!@|~f}k&&zmkhZzC^z8R-24aK2@*7RvYfCd{kaE=P#J)uhE3T
zI+L&z{iM9_dm6!sV%T?sp`G$)btz@(S)_ai-FWP0y59x=xdI919=Fe}sT|Far8k1D
zwiK{Ls;G}{wNy0~;d8*?xh4kIqlsSJ2bh5CI?z2qSFJCq+=wKRJE;#BSPpIl&wf<V
zwjQSPXH~xO35jqc<-?YW9^Va(mdfwXHsuQ<JO>Hf*wcrKqLOyebX<Ag4T?Wik?-TE
z1D1*53i_CZRe;ONpDxq~(2I+IB^kcf-E8Y(+y*>5^m!?9=nHjdnDUFu2wzJ}JY9L;
zOW{V<|EX@%TMh*;x8WaH^|Bik+}od#A+w>X8jmEdteQc>ODD0}eo?-I>~TD~0bFc_
zxH?ofaT=?hQ02?r6g_>Ee+@kAAN-$LglF+hB}tj58K%5X0S=>{`=Is@%jX&^wRQPC
z0roO@R=Dm#w5h0{8XBeiK%Z4miB+Pf^9^zApvs3U|G7+n+_p4z>^&r~fmEN}pvB7j
zKJ#))dEaN}9IHjo1D(j%Rl`ldb7c=+Dh@SuaDp5EvO*Is7HeUOT2=IgDw?em9IO8=
zRr!q4BL9mT_+I6U>QysZ`HL!luBgac(}n+7o>$tvedY_bz7|gtvc=Of8lf2Q93kHc
z(FNs0v@KafaHBOM|4{cLtd83UJV#;+3XJmODyN=~*9^W-c<ltw&qrDBAv;z6u*%y!
z(I(Sh`Fd-`z$-dJg)9FicrHMu-V7>l#vh3@HDR^h%?{EGo0V^=`(9QfEwfGxw9b?W
z4bup{0G<u(2^7AL>Y1<dbM?BvUQ4id9m>yR-tgHiP0>=CAxjnY*OCP*UuV4-s2(ix
z*3@jU@{!ujt?u~^cn<ZZ#!~mzE4tY#KeX)zNw5@E+aLyfx4B0s@B2=G-$s#d^DpHZ
zMr*gH&<w_AduEe3&^tyVVm%Mh3_M55w{dq?-d~4GE8_c<&#_6tM`%C-z7ai@ikZ9{
zO6AvH6Z9F`Cy&U!r+m@5Qt%H|K2iBtU9k65zVc=<;5!$61w2RghK|vhW)nblx-`S6
z{Ag3fyQ(N%GdP09@OkC4mEZoUL};Ev5(2*!!|%K<C4O7whb!;9+Wd-n?#|;1U4Af0
z)eOEHWWRyu5^R4%3?stkujm#r{HAVoSZ%K%c$Pn{&%(4-`7SCSHBq~>RcGThLEjU6
z@|xgARdi0Dn20n(XS3~5`8=)rifZ7V^5b5RNCYTfZmT#NHC`eLyXJ6Wds7oSJ(2`#
z<z`Ek48Duy7nE<Lp$=CApDVvPSM*@AWd6>9=SU>HF1*#Ng15mwx9SX^75|`Z!mreq
z2|B2vRORpL(=t{h@|3Tn+tAj!qSSWL<9iG8MexC_lXey}o^v1nH`+8X#Qclz!)mtR
z4iZ2#b@TU|@(!OFUf=J;%oyFJwgSFd`J(!;Ql#qHqrA@O3T9khO(?Dt6RWdb+aUqW
z?J5DRtm9$L@5ONJZsAL)fjH$q(L0)Lls}++vflHROC&1cnIA;a1-<lOq&I(cmG^x=
z@_)*g@>z<{RNnXPkPFJ+bxPmqtNLHv3A@}0U(s1aT}_zA3E+FzF5HH*m7nPI_-DTI
z#r0BURY8jsiQMP+#qhhTzZ-bg-{fJmjgAExb=<zL)!U^W_`F8_k@B(nWY){7ahLKt
z#!6k3QT~GR@d?70SH4`T=wC6<<Xb*@p!5SxXrvqQR;4ahK5?rk3Q<L2KZ>FaMJc7Y
zQLkY~oo08}^em)v?;EVodh}ENf#wS)3V8-I%ZnMJcbKNf?iRg^NO()%e(<cXxK4Kl
zSawu?gU+WaDPMb!$Pe{-;Hy1&u7Y5>u~5(p#%YFdm(*DqKhd;CGi=spP^?H^vv?gv
zLe=oAX=0$iK3x-~{Fll{%Qa9R{d3!F=aIlA^WFJ;pnMB$L@%kLz;rQCM@pcVT6{uY
zdEdptOywKOBwwGQ!`HC)LQh2)o}{6(s=Ox>*rBrv=~4+)k?*s?b@zz_Tc=7DS^4@Z
z|AWtx@mu9PtQYxkEr?h7lm;zLrk3(8_ly25(liQY3zIeBl)j75Kr{TM{B6CNZgs=w
z4oE?K9|mj+p4-4hUDe2dg#UW2{Af?Ksabeb(K81n!=YFyK}|K>3p_`vUkhn7ryY_o
zPvw1I)XP%-hz?+u;h;mJAD@Od6<AlECg6j4pmO=V6VOF7%+w*cnL3oEe7H`Lt>NId
z@>_JD#p)%|hh=74YOYj)d3l1auHd;~9mdDl-ecXfwPdr9z@clUW4ZWiv)xifu`@(b
zO?9Z`5mD5{DUo|l`C8yv&mu<*eHdiabzeCws_b@=*sB87-VlXtG~**xxUQBc<bVFo
zzlaP`=)2rstNiFk(WYE|)qhU;)z6uB-A}eXBaVt9-zVk!E1%;Q!?C71{KpODeeXG)
zvv?f`tj794`NHpJqmk7=CWeb27Xwz~7@)lG`y%VWa~%~QB#|4e4joZ`OI6`}X@ve#
zJtMW-hO2y?pJ108S>i1*9H0pcI05_)pQ-AP%6I-z<l|J{|7Ve(pv#`k$`4h(@Qw=}
z)&b82Sb0gGz8m9^9Gf-atd4y3RncixR6$#}7R;8Xe0^Qklu-FMe-Vdn`&_%eRsNtZ
zsnHt{fBdqMz#jQ-T|178B7Bh6l<Q;uwb@=%ey~2>V;P>HyhpbiC#igz#p|`iiu9f1
zuy2k?Eu^(uikhDghXyni!%J0BcknEqpe44h%Im=MN_F-e(NoSctn%r)<J>`c`$^GL
z)a|qL)JhY4AAm|!{&Jug2-hmRsC=D!(WdGMHSkdRDSC6Ef%5H6Nx@p&l1AF&tSTCb
z1Tzwv!7AC$%9qv$5iS0W(<1LXX<x29macTO3<j9Has%<nBNA24NX98Tl35`i2A<nM
zvtHuamZIYFOqI_G7QVKYBt`je>PbYbp}5~!(c?I1$``ytI1UM1Lf>8f+nQm%zV&p&
zE*6UaDvH+Si{UhlR6X$Kj<DX_vxeL^RenfGX){5l8Z@wBn$YYcQPfry%~t-xkHR<7
zlC1*IjuuT3Mb(u*sQl|*;pZyvJSXzw<_K@qbu;F9fLWwVLrJ#T{-+sgYBy=FiV~Hd
zukVGtru<3eeV?W8dR`*bDqIRM#332n;JE;ePq(nuW6Dx=LK7P5gF+S6K)FoGFn<=c
zD2JKPz>=cyOHB{_P12+E-tx=J_XN*v=3!TnkGD%gyvna`B5lKJv=^0k-j`4`Ry{Sc
zM8Do&cH6A0UOP?r`HEz)8teDU&(&GGWuWBmqNsj3aVS*{EKz>9-jN!md_H(?OSg4b
zzqH9m;a^u@5Je?)sI&~fr+h*?DOo>NG*kH(r_hG-*lD^nOB}AR=^y?f`W&kZ7i6dM
z-SolD#VVht{6w8Gy{>%OixTnR-BQ3e9FkDi<W&eO?O`ECkbBw|F=h=)lOV+H;<7ID
ztU_fge@rK;Rx}%Ci+mfsLs?PvCn!HrpRu%}d0F|r*4!doGrV|76!~69#(?Mcv;R49
zG*ac~s{Coa(uOL3Q+eM}_2oa+Q88?j>kGR6SWWPKh;pm)5A}*_MdAo}-pegIrlo08
z$3WY4<<IFG8%}k|epw38`(>#PYXh+kc(d!{@p4nt3h5?JK#6^CF8}W@;q&wZ4gJ)>
zTIKs=`-*>-qgj@`K0(o5<(*eV&pK=tq5QTdpGj=52`yy-j55maBjtx?iGh#o!tVvo
zRdZV3$hHQxGb*2{mxEx{6LD1=W@U-QtJarp+9QEWTyc~bu!ieC%CDX)yk%gn@}tfQ
z-%AZ#RDQnhzXd7pxF-5n>a!_Tl&^9P<!8g?bg;9kV1s73*;(q?GModROPn@GN??7l
z?YZls=RrA<m%lb!9C(&5+fd}a8o94jzO>t4M6F53Wz8^pyJV=Ro;q)63G`JWD?+W5
z@2@+E)>!hn@}u>UKPy5<ly~WdnNHYkHshuk@O^EhiSqG>B-B>p8ms&{T{TIn&9)aj
zm)Q5U;{TMNwo?jblSsI2<#Hs0eu(ACm#=Dr=c+lIC#sujBzh>n_m1$^RA9dHdvprl
zN#!?y=i$4LPWwtJpJB@5_2F@P!LsW9p(^tIBu<CF#i4+rQi7LM(PZ#k;wnYNA*;2o
zRr!NH8)<iyUo!^s^lxROw%hj=!NIpgW%09OiX38VGI)+jLZX=JsV;0&-uF%Dz<)%3
z=G|yhvX08vQU1zrrXDx^m){60AwSwAte7lSzJFV3uFX___-!$;u&MC<l>bKgae9ff
z^yDhv`g<wBK2si@u<spFG(q3Nwwl={<$XWCRqw9Ix6vuDb=euH{DbLYz-k2(z;h+-
zJ|_{i99qiq{0v{_6j~XEY0X;QF|Mm68F^0(`98F}Px;WjV#sQS9`I}^N$>tXRy{%Y
zMUP#-pVvY8*TA!U<^j{Of~jyX&9KtvdAS9eVY$voUr|N7RNnXVK-ZP`eL8a8zv9r(
z+JOU1J*bK+n&7+P68Jze_&%vVNcmiS`tf;nXp-`&T7b8dPgUNxv6lW1`gtns`}RX~
zP5|%w70J=cm(;2AhiYK-Ly<30R~n@?v%Rl;WPtEeVw<huBau&CuD5^6J4920CN$Gc
zyKpsdUU{ESA=sYF6-9QR$0`OZ-_hqPGe-HY1s86_AHM@g;6^d9mo%<-)o{M@A<qk6
zPx&CUGLFza9crxJ(-l1HN!cN-ey_@pR{5;iqNl#{$&X>56%Esu1T96^R8hIQqG+&Y
z@Xr$i8y*NBVV8t@;8~9gA?06$(6(X9Khy}-R(`AUgWbA)SzZ%L<%=TU_d^ze=aS9r
zC<cc3ONLV_Kjz<PlduZl?-4ykbic;ZUmHB@X?9Tx(BhODZlM`k>h#i5l%N^%7D|Ry
zTH+LyKW$Jzb?o{7plft1--ljtK%dNe@?c&mTnIT*2N&W$q8s%>Zd{fE1*;#KnjZf$
zC9_`N*W26JCI1C^R>;;@^Q9|aFO-6781>rCoG*H-YI=afZWg?iUbO})Uq^Z0dlRj}
zv!7p`pm^wW=W6*{X}-FCk{<4}&(sS%2e^+;Xv(PkXUhA&bUsh@eD09=hN%2E%Fma}
zd%^p3w>2S6uLR+mAsq8;Hrxu&Xz*`{@=d{WLGHdRqkwfOyQsYHcT%bvB42p72mNH6
zCd~DDvu7W8He62kD!QrR3o7p$xpw|y;CY?aTk><1_k9aKnRy;3FYDZHmKyMAhSY0P
z;^xXH6cGcyPb#bd&yM=86Mt0sF}e(}I&Y@(7wYS}!3uSiqN1p`4l_N~@Vm+%Zzm2N
z(!P=io~z(A&w%i=>iAFPhw5y?n&iGvOyuvK5cz7>p5#PL@O^vhl=8Fmeo_N<=#>Cb
zv?e#&WL{VPUFG+FAqJ`|KU(=H-L<hgb85gqQKWA>Jt@I|nxTe1PTN!!wF(q@-^Xk}
zQofDPed_h#xoZ69QAlm{wsEf(Zmc_st3KT%d0Fk`DewE`g8I*heDRi|r?kosSN_Jm
z!Zk5R`MHx!zTi!po0{PJt?Xw?h=CV%67Yf=sHuFFU1Gp$OJ6D<s`p?~rRFaSJQuw6
z2I>AUnJju+k&<HI;6hPk&7Zm{-#@N!3Fa&Bdna(8^3$wMS~Xm%l<4>OMw^V)CS#cA
z-sbzAklvcX_wDP&$~O#>P=~95-<8iPAtkfg(n~>7;`#lg09M=U4W2s*FHc&t4$Gqi
zP4NAgaklc)^vf`oeA8f2lsb{(>!L0BJ_kga9;5qY)|B}h<%j4)aUW^#4SH7ewfR>Z
zzM*_y<$b>kkf^*q$>6qG*WMIO_*?fUtcVmZEe1;HMw~Sj?+2dSM*klqf>qV<7b^e%
z$~yPJp6fM^e>d9_LWDS!hU7MklewfF$z_<C`y~gJq;kt~=cl1b6r!(NI7kS&MJ*u-
zjaU*|qT`l?G>KU2JfH9T{Y-oM{W10WJfG)zK9}$3`?-G~%!EUqGsh27zE*AU(fM3}
z)TM|LFmR?eibyM8FY-+vAVMh`XjKyOS2<UvIeU;ihSS^H;FgkzuIMhaE@{G=INnAA
z&hRCvisndwOIe@BNZGA$B;f%0AZ}NAg(*8hzWPZ&rKS|=s=E+Rd$g(d!hs%Ub!s*F
zWzLVNV<&_=`*qtvk3OXZOGD2&>aR=tUC67W6L7nEcvS+NqO^@r)SeMmGeT)Dqv=4j
zN*Tzv7zKHG2M52-!d(uQXM44VdUldO+8!l`9B<@#ISlYlqv*8z)b}4y^c35rI#e{3
zeDe_hLM_R`7|!EsRVXYUOK=YC9|?UhCmmVxD^tL=1c#FUZ4+-f=()m;S(@X$m9G!<
z+}>)jlL6=W>QVzgl2_*LK21pf`(U6aPhxjq0(X<!`whbGhkVt1$Z_bGhoTY#?3Koy
zg}Wkc@+u;%rh!!QyV$YQqFzotzq9?*qP|6*nH3*sXiPl?%Zo#<fz9Idwl13`N`Nz5
z^%q1K$q0j81mSi|R<{Sh_nZ0t1>{e&gIJY%_L0|?p0lLi3qCLI{(T@ChD+W=ilur5
zzsJa5EsnB(l$G@f^1_MWbIDf-caGWycMthrPO1g=y=x4(V#XYgRDhx$8}nAW5P9ZU
zaIK^tklQY9Z)q`|Lvy$_UMu_biXjBp$-hq+p)!|V?`KX#R)Tyc9nz=m1@gkE)w!>%
zH1hgf71O7n<b%+&BxEKz5*ZN3TCFd|3FP*wmv@D`x-#x6icBlxCzQ`(L#U&VOme;c
zC!`VXstk{s-a?kDr)|lP9R$~wa4~rV-&NWIpCz}KIX8X?j=G)W?#GdL$m=Qru54bb
zf>Lb7tX@H$SrRELPQH!Yerx0?`J6p4aFX)*tHAKoM&RF)HxwT2$uy{axor;uq$g&U
z-3wNQqi(ju{dBVAY4SOhkO0kzcgUmagKJY>wwiOu^LoX^%QWb;ha-!JGC7f>B5#O@
z%M*J+eFnL`PA056<ae;`)cXB4xjm+Mg#0;7n}j^=u9vO>Mai5VALtS)zplbvHA`m8
zkQxp?n(}K`AWxEky{*FCQqf*63FRk0Ncp_m&ZH6O7z4xh`w+9px3Nc|6E>TL2lf67
z)Q<f5VBrAecW^yIM^Y7QLVq8=zBGqIj=O2lm@$5IoV*WPL_wiOe5e*8=DlUX^ZJw9
z>n664XLE@60#km4d{89xYs=BGHuUdBEeUaXPEOb};Cy*hA8oyl2zM!uHM8zFC?CN#
zP9Na7SQt3W*OI3EBzal(DDDm%m7=(>4kAQ{!BbWAgm71;=S`UoqkL8Fna~%vuX;wK
zZYa+nzsd(*$EY>yie2|U?8zA&?TkI=0)*Scu5-zA-hct5K)%*M9`_$`Z9}h+&*Hj=
zHf2r!3H?>2=q3HP54#SP0GHJ(+CtGemgQ<j$XuH@WnYkIa4JhvocJ*G@ViO5pG|s7
zxJ%eyb{6~l8bnr#wdaZMs~6_ErJV8RoZlnDor0k!{pf}=M`kbI+{SP_>_1BWdNV&o
z;)OEUNh{9;c8P=Dv1Wnxgm9N34L(5C&=Sg~yj^-utPlBd5y+@r)IU*pP@-59C@%kl
z-^UEtzRqvbNF1|wWj1Vph#rq0uVuUg!kuG9qhRPbd00cpr%wV`hnop^@)vg^A^H}4
zit^_$YQNn(oyQ1vLOG56xCaB<Y4{Ko9sU+vANRW(!J+r~a?#5FG<nstkZ%|0k=po^
z1UOIafvAFyK#~12$m7DDe3M8h(mvcM%G(K#`Q&ZP^2|4myQgsn=TCK!;ZH_*^b`ze
zmJVqQhfeTmEYF;Hk35ds<P*sEk*As#`9bMjy1L;>&&Yqiv22Gw|2Yb2JYz1Pg#Fq<
z8oAxUQ7Rr;QmY<3{wMV`749tA1=X?S{9euNO0b@a)+~oZAB92Fb@DMiVc;nFqyK^d
zyDT!3+}?@1k38@Ge5nMHO`zxyyBONA#F0<or#ZB3pG<By&g>(vJ{OL*VNT?G4Ep0Z
ztEPHtI_@fgz1r}9jIfH+eM6}zzA3W$%}enC=^KuKZo*ww+i!x5C4ZBTgU*m_Aa_T+
zgC@B(4TL=oMV+!?;2HAz!d<n0IRiy=C;J1*l>dqiMh(huC11%qShRM}YzF-)<dt>C
zHHQJqIFLU@McbMq!V2z%x{o}f1-RXeJ(YY!p4YDDeL~(d46pl%)KjD-hbR$j!n9-3
zx+M(!z@Y_N4B5~}o^ugptS!%4a(hVjJo!^*Lb785^cM@UL!qzNHyL1G4rN=R2<%q|
z<Al4ixA*>aCeJ${_q@^Mx|2Bc60>3#1A3Y+RMplnU>~O^$>(^;QhjPt$?XM#tH{kw
zvLP><0ro<Gx@}<i2B+;chlU7um9f!AR7R~6)5s&%fNQ1ui2OoB6xn~7;O_$cGDK<5
z1znxvxF->YYiA&WF6Cs9XS@xrk7c#CkiS$ChP6&~AaC9bIn;uNXOjotsdCR>ZwCAz
z0WM|M(>s%3;3AiV)S>?5_AaG$<UN+bQC;UP(++z6dRnBDv)zvY$95n>Svs^*xO3?H
zaY)%|KKG|6pV|f~)3v3t$t;>D{Zmb4E8=A~JmskGoP@i|YCpi(y*+p=w^yjclgaIF
zh)>BYV%0A9tAddopeMO-;MeVAEbSPusxT6QzjCrtxJ%$_cK2t~(W8{#T^f>FxodQU
zffi<-Zj^ARC+{`8QnoV~q22ZPKy^9|d`52Do$yXDu%Rt-b_C^9$YUp<gw&zK!kyuB
zv*D<&!~X2#-MgjPP(+BKqWqm<pcBUpI{s)*&g(aF=UAqa+uJnPlNV*3R6VE3ySyhI
zjEc=8tCy)h4j$<9xUdUc?zYkI-&~fEix!3J@-hg1)w;q%yY#$FxEmp5aD)^=`Hv`n
z?^*wp=nHi!0)6@zp6mvFGr8$bJuTiHyy+46r)x_+g}W@B{uT6$35TH(l(!f2ohIj(
zEkZi^;)V6VxMJN5lx0ae{14&oDHxd!!#X|CnLK+AxQ@nOBDWVq?Ih2;qed#-4-6<~
zI*SdSfZ-#vVL)?YB6*|Nz@_gP{N5(#2U~N$*IJ+_awxq4a_Eh4$k!GgRJwE)sTRS@
zE<jRjzg$!I-%xZ<0t{<!x0`S$Uz$Z05B=U7<mKLh{37z})YG%wzp$v4Lys!;f`O?8
z5JBJjkC9jH4_=S*!-WS$GuKZ}kh=6XmuxhriuFdgU1{k@KIIPN2-X)p@4w{scCsJH
z8=IAsLVcir@{J(L#l3f!!p9geC*CjCN*uE@k6$vp-<M1f;}w1q3hi;(_QKtmxBPU}
z%_5ZVOZj!C&-*d?n6rWYQ0~^73Qxg6Jr=n><)_Gd)P(_^w~Kum@^+in6!N~5*H_SG
z^1Z{6u(g4se&g1W6+*8=^}Y0cQeUXPkJD>91MxBWM9u@=L-`Bjv1U(t@n@jt3K#zB
zP`<Zt*D!2di9!x(Bm4>jmTW~pA|os$U)}{=8|O3{um^5)DBqzR<h8$EvL75Wo8&{@
zGYr^imO8hP+lzq9KMO_nv#+g%yOf=O8iute6r#Mnr|hjj-apYMvP>wME9BZei|7v<
z%gi**B=YmEQEKIxNt=Z`+Zh8<!0XAsq<k+<WZh3*{yFI9)VM!9F|ta?9xJ`~c?g~1
zxIv3NncPlePY~{$xWJupGiYob<$vW|)Klb9FF-$M<*MbrE-N#@HXP%~rzZFbZRPp3
zQ!E_^Kw)KWAJX|qpWL3m-$rf^rxzLsJ@&O<iM(j(poBx7K3|g=u$j9TwT1jfxXY2?
zYebT2t?Spwv(})hXp<c?2!`#2#P5*jonn@k)aMLXPzv>-LKyP4%U~!P!=_gaqzVsa
z>CD-yMZ%q<`&Yvu?Hs35&*fO?*ZNavi0F4`u!pi|q!XBxT!8S5YkskIvSrR5zrV)t
zVx|0U5*~`$g$k=VdFVyN&%6~Mq(leRcMb)&eaU~558*aVow|9Sd=Ph0YR;b{ABEEf
z)pE~Q-1Q$AIK<^K9T2rAub1e@CX2)Nb8KaXAzo53<WMyffY(sC%hAnKk)zss?@9SH
zru&da-jIt`+Mg*f9C{iz;5#FcMV!O{d;RQl<Ymsn@bYkYG)}lH8Qw3RTNk&H+rvO5
zM?gOBf~2&*k4u0{*}66;x+j?835?M0cR!`Q<W!$(aNvD9JYpmi_Na=S(yr>q<QEG<
zekb)c9R+!NMZ`10o&8;$&n!jx@sw|hhcM&~W<WXvHt`Ue)`ileVW8JSBqW*gorOCC
z_ETY_D9<Zhz44S^PyPZ2a?me1^#=powHfZGhI@{I;kAYQLmeciT2z1o`VgI9xIK{E
zY%Jp08{C%)cMc~!j~skDu;zLDC~p@5E|Qmz3gnCDF6cZm4hE7-_%l0-V<}yrP|_0o
z<}y4b2M#BZX9{-?#Kb_pb{GPFC$G92Tqo`B4#Cc1?%>d+-%8{|PX_vLuQWZu0IxRc
zj&>!dk#FK4eFGi(nf%meaC8M7iWv{Xb{A3Um%xYeFcU@%(!jQ1fW6&+zHpaf`}xO@
zD9>v;a*O-|c{00%+8oqLf#JMQnOt}1xEp$I<BkbU@p?wE^C4N}Z8+xDI`HHK7_fWu
zHVJnLu-`)bg7W{AUEs}JZfd1%HxY{LcPB&S?t_=^H!t|>d2f^Vma8zk$eZBi9SGOy
z&FD$c7ZL9#NO-6mN4T2M42Ih)A<mHJz0FkCs$Yh_^Yc*TI`Eq*+$HpUVekp`uShC*
zqrO4i40#8`5mH|Q+z|P&86qbMcMWJbSE6cD(IVmQow{Qx5~#DETPUBwex(-qRpHK|
zyt}UbVO=AmV~-ufgCZTB;MaOGWPhsy=e1uqOt|x9Ye_%7t7Klkbi^x}5AlvL+^%S3
zQD3c};se3HOmoC5&{vjSJy?@ZKnQof+9Pj$$xoo=x_wCLO$OM{f32s17Ny{*j$|&8
z4>$vpI@s+r1rFJ1!u7(PLl4!49#nIAP>(Rey~Por@8R%Qq38>C1hjf3kf&{i;i<?t
zFNb_HPnK%+FFh4{HgK&;^&~m&9@HcGVE7+l(6pHmrjTn-CSn>=(5x-wThed^;jT!V
zaVoeSc|FS8&#ShlynC=E{a)^6n#&llcMMXd4_qb{6)niDrlUn(gW<)TC(smkC*Nz<
zsE3ii(+c&yzJ5XFEe6ax=cn|DY!-gAu%F&TD(5O5C{e|GUWdV5GP~t|p9X(r8}W2-
z`$5a{<V`sJA5Hle$QMMz5uJN_m;5;1_r*QU;(Rk;plS(!$`j()EWUmUQDJ+A*9t??
zlwuB5nu#L2g4!+>5Wi&MuE-K*AR*f1OeN3eli!N+o5(v|jd$ess@-`Ba81Y{GZ@eJ
z1`OD>r#N!^IiK<5_I|@($VcZn#vrxkU$bD~-~yyz5j|Z(K95}{9Yo(Gx3l`2XG71B
zUC^UN-RMnldp5C%FWfyfn_Hsnv}Z8G1qiouK<UEWb06IwMWa28i^7AP<Mg18Q6uI+
zPu`Oua(^QEfVcS6WHH4H7;wX^h94L146l10h9^@#YA*Q2Yv9@ysvz7Ypy(y!#GR}|
z>EwUe4jeqSUgSJPc!&cJtweF;_A-e<<OvDLIhgUhGs2yt_BM>`l+QbMl)Yi|lMrDF
z2ccR7L*~OFI~i4b0r;J)L|VpEgge7Y@}lo8PnG?O%_DCieE%Zk)MNROg@c8=oU%8d
z?I5?a^u-oJ{>peHxerUCJ$dWJ0WY3=#(p^izG~|4bdK4xg)c0E!hLK%ic;ZPa(jEh
z9g87v?*vFC|E&lTs2Q`JydtWUKd?_^l`_TdhtQ*}7xDjv(m_%FhCb3wva7}?8GfUV
ze^bIkXSttU=QfruLHs`K_UK6epm0|z{T@MX>3vg?OCjHcqcC;02e}<cZy>LS_u=h1
z%i|2lK9ILKiY$YH2sVDv%+>C~okR9Qf&rBOzI5K)ODCUv7dZ6DGgIJg7&ynCF@oi)
zFLHaibUJy&`*2iqsK#>WvGUIdcaFw?3eEGvk%ExpuFbMnlOLs`%iqC(KJp#jfq{4V
zdT7L)_>ep$5(e~5UwH-OU*Q6tb}?Qg?<JEkL7Sl|o*@Cw)9jz)1JyBMu&|5~8q`G-
zp^Cntd`b;ySWSn1CGQ)71n7vm$V%w{%jRjcS=}TcXyle5g7$3|l27LLxM&*KMIIFf
z!|G76RnTKU_ST!+9<8eLZX6<<2!|pyJp5gFdiXkca~fViK4y#Gt*<;iE6N~8)-t^J
zYUu0AzK`@}g5P}d3~o8vLtbnR<a_*rglpfbx$vOQn1e!n$a&&C<jGmx;P)RYI>J$r
zK8B0QPnt#H)8t*uQ&MCt9O}ipDk_ITe`oTlywen25GlPB2G~y}uMzH2&}%1ha2Ork
zP5B8t{Hu;Oc@Of9x#~27^8JOos!@$ORGWN@lXp+g)|SY+&J4J~2!~6+u-1(V>!4^8
z--|kY>PNn$5{gpm*azhH%b`i@p{Jxwfd{o$BP?Zry=$oE2BhpYzS(tttF7>0oM+}v
zpB3&>Jcv`4S|?_a@8n8~v^#iu_S1m9B_N9t>}NOb+Xw^O%ou43`Qi%5iQdf7J>*L;
zi{fefQfX5^C>q9nahlcBHzCCttxyDK!l3CZ;V#7)rd#@xaF^m<93yFqT0*A!9FKY5
zzwoTQ%j`$i4lq1@k{{b&p2mxdP!)R7@%ft(-+p>#zi?MKccs9;n)L4`<qyXp1GI{?
z+X6jDmO#JO*}3GWaB``8?vUwI2H5@aksm-&3LDbsaCq97yr^maQiMB4qweq<JSPb(
z(;W^-`-<O((6@m{Mw5x3B>&qsAoA8S#&bWNTG%bz*|B#GWRh>&8)Ve&3oEjy$ZnXf
zod$<u&Hm&`!kvNfd|36>wVph=JW4{l;m4?FJx}4GW=VB_=p!gvwh0mDFef?+cU9$k
z4kESamXWXBffVbyz%6q34s<_glV0pr=$ZNl<Oc_#auKNGuDMyj0fyFr^NjEZZ&A>(
z*~1^h(aC90eK!?#7VaF)e>b>}{g#p2ZuM?*cSbCD+|}?U1|<C%AE?$DkV4yFpgOmF
zYcI4rc?WKa*ACw*;jU<U%z{HQ?-BgIrF_rgxsIZ_iQEnYZTBII^r>$~KHfAdtI6$I
zt;@ol;lkBmK-V|#+X4OdOD>Iegb-jaZCl6)FMa`s+9Cm7)F+U)=lUKH?hKFk35L_d
z5uq97yK#{#ntFW7XNFjopD|zy1I87BVNbJ;ik9yJ*CANZop30LJEYV=XYx<DYO6WA
zmRxs$g|znm%z&N;VL&Tag->B%;skJ2^o($qV*6#)36!@D+dkp0p)Q(t6ddwSGlK2o
zmfHmbJ6}VV>Q;|L;jXqf4+qy(sA1&xO4Wtrc`vH*yyF3H{rAl$B|d|JomhX%{qk~M
z@+D32eAi}?4JR*<-(NLI_BoAXmP5+(u1dJesUs`l@Ic0^yc>4D`7>|M_9Nf?x*t7Q
zT4;N@Scg4`XD_YKB)5A_{v<ES{gt|juk~K&InTbomiQ9#{aNwO)7z(W-(`T^xAZl+
zy}I$i&tc%=y-2t=Gyf)Unh*SOX2@Fd#h)NUng-lY91<CwaBd}->S&yfOzrbLxW3<e
z3wO1{9$kK!^8Hr$X+t7o!W+c;7v$gAul6IpHfdS=5Z^BPM(+nt+Uh5~C=-XP@9}58
zDDijj`BlFveE~UpOUDfIc~O3r#0!ro<wp;d!p&f1d5(Ed;vmwM{4o4VByT9(rEB;a
zaD5C@$xoF)UTPD3nB0E4sdEPOWMOUh_T9`Y7*OVq_`swZxJqt6?{(LgP;{9GiuI-Q
zs&H4^&m_VjeF_dzz5ri#7#2zMU;Ypx*bgh!5$;mFnY-!hGAG8658^VF=KSa6_B3nw
zSI}ciWPtFXx4)z#Jna|;3v(I4ULmuQd{sfDNvq5?r$`)K`U`SyE**_H3?5wwMfO=Z
z0$Kzd|LwOP7I{x-UKBhy#hBq=!{v!TBId|^2v|y<Tnh5q^!-R)VJzge5BBg8=xNPq
zg=y43pS%H567n=}e`0|B1Y5DAP-OQRjV8BOh|VUrHyG?7&tR_{Q=w7`G8u3x40#*N
zvM6&5hCL4Lv{p_R?(+QM$B`2?DgP1W8}i7N%HJff`Fnhj2Rit!^^NH9zZ)(e2(!Dx
z21}5ue^I4jLOVk{$n7buVwsRX&M6jsAZn1?YsPAP3whqq8}f8u--`jwE~7NH6LV3x
zOLL>&;Lre;W`W~SG>C^S)NlfM-NKNMru;1OyvM<%5ROQIdquC~UP0Yoa)S|eaX71)
z8v7j#+cxHX@@*X0>kP<s;VuCcQ{hnkaCj7VLiD(f@H|eN>hN@+3lKhq^<5wJiRAXY
z`TOMdV9q7sE@7To{=DNP`LxG8|JRXnNa_f?SDM7JBH=u+M}i;t9!c5!Es|0_3`uDq
z+{usQxK_(z2Kmd^;se2!5cl?w^M>nC?iVBm{tt@m$GgW1cX`N<yLw${cqRG72jI{S
z8aPOvQwo(y=S+U2{=8j%sRa2?!9aLLM9>t}5$;kJehXZu;>VB|;yr+xa~aeVbqx-s
z(xHo#KZp&c-VpNcr$xW31ebZFM|Z>@Z~?;ie+a``39gWH2`zU8t;HD@s+j}nCEV#b
zbPpWT+MP=IT2kv{oHM%3bOj^W!%gGPLQ#R^e!>{(3S|H3&m1GKa(j8}_H&T4Uj+T0
z+<tzc)DMuipW0|iZomFCfV^4$AVJkUeN9}K09Qxss!7s$7^ptU?>|;fZP=Bt(LW;G
zem`pgd3-fA&YE*O$<J`q)|*9n=LOgw_AGLGHF;&>t_1k?q>$Hu0ZkaNmD|0u$WzJZ
znX?Tm$lt@NMeb#IIpl|qpsK`DPvTE7oWpGq7|BazpT+=tf7a*ZF}(9b>)cWDGi;D_
zWM1(i4A?LA^d-MK2@dJQvD9%_+3g3W&M^W{&gSlHDSHW7YOhFZFWhBme{Leur}BC7
zEEbs>-bKDGTfUOCIuzM7#P3t)exCBJ%h1?98!qeH=QMeTG;p7J8~Zclb3O)tiF_pa
z0bap_SH0(LAn$N9kPqcv*n5=$(@oRa@(Pl^APfdRrGY-eUDEq8iKEF6l9wrr+NWjr
zEA_<I0{<<L_b-o+j1E6m&M)?oJi^<#XIVQ?<+5PgZupKB?rhr|=tc{7FPib@MKhc7
zQ@Fze&ynZtrhe{skUc74NX0EixG3f1e)>j?xeCL>Mj$hES6W;0zkJv+i1#|Vox@KP
z?wW`lKOi%92hx7yl*s5%0S`>agE`c(gtvoghCc8se98L?@w|BQ{9GT<d9xwpRg;i>
z?eBa@&Z`ytlPR*%J7*&j*gtSgM(fw$aAq2u)A^EY;jSdgbIK~3@-=<~AHv?7R=*MC
zaigGL=TY7x-<A{aG~B))@;C!t{uvRf(?Hkja42av92yXgfWhQNmx8~Q4}7_B=V%(2
zadh_JB>CSC_e9)4gv%^yeS{OqqY5J%wRiO<`T1AisLJmpw}%R={0{xcuEqx*E)IjE
zgB%ZD#N1R<8r+*D0j_dquzRTQ$&JEYU0R)n6l+$0O#>b_yXN+9OWcIvE?hNHN86LT
zJ3ORqmQ_?5p2>h%?yQU^&lK(qFIfr0S~0_K!GOKfuQ9p3aWhqUN$8QegwBD9!x9jr
s%tMxzqTx%7@HK~^nu4a;FzgQ9yPwV)jv^m7DK&Fa<d)1yQAe}?4|r=<uK)l5

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
index 1cea58f..c640156 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
@@ -210,15 +210,15 @@ string generate_tasks(Json::Value data, string &desc_decl, string &desc_def) {
 		string input_mat_dr;
 		string output_mat_dr;
 		string intertask_mat;
+		string intertask_inst;
 		string cmd = data["tasks"][i]["call"].asString() + "(";
-		string intertask_return;
 		string call_args;
 		string output_dr_return;
 		string update_mat_dr;
 		string update_ints_args;
 		string resolve_deps;
 		string reusable_cond;
-		string task_size;
+		string task_size = "\t\tsizeof(int) + sizeof(int) +\n";
 		string task_serialize;
 		string task_deserialize;
 		string task_print;
@@ -255,11 +255,7 @@ string generate_tasks(Json::Value data, string &desc_decl, string &desc_def) {
 					data["tasks"][i]["args"][j]["name"].asString() + "_arg->getId());\n\t\t\tset_cout++;\n\t\t}\n\n";
 
 				reusable_cond += "\t\tthis->" + data["tasks"][i]["args"][j]["name"].asString() + "_temp->getName() == t->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getName() &&\n\t\tthis->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getId() == t->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getId() &&\n\t\tthis->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getVersion() == t->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getVersion() &&\n";
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getName() &&\n";
 
 				task_size += "\t\tsizeof(int) + " + data["tasks"][i]["args"][j]["name"].asString() + 
 					"_temp->getName().length()*sizeof(char) + sizeof(int) +\n";
@@ -375,20 +371,20 @@ string generate_tasks(Json::Value data, string &desc_decl, string &desc_def) {
 						" = ((Task" + name_prev + "*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + "_fw;\n";
 				} else {
 					resolve_deps += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
-						" = &((Task" + name_prev + "*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ";\n";
+						" = ((Task" + name_prev + "*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ";\n";
 				}
 
-				call_args += "*" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ", ";
+				call_args += data["tasks"][i]["interstage_args"][j]["name"].asString() + ", ";
 			} else if (data["tasks"][i]["interstage_args"][j]["io"].asString().compare("output") == 0) {
-				call_args += "&" + data["tasks"][i]["interstage_args"][j]["name"].asString() + "_temp, ";
+				call_args += data["tasks"][i]["interstage_args"][j]["name"].asString() + ", ";
 				fisrt_forward[data["tasks"][i]["interstage_args"][j]["name"].asString()] = false;
 
 				intertask_mat += "\t" + getMatDRType(data["tasks"][i]["interstage_args"][j]["type"].asString()) + " " + 
 					data["tasks"][i]["interstage_args"][j]["name"].asString() + "_temp;\n";
 
-				intertask_return += "\t" + data["tasks"][i]["interstage_args"][j]["name"].asString() + " = new " + 
-					getMatDRType(data["tasks"][i]["interstage_args"][j]["type"].asString()) + "(" + 
-					data["tasks"][i]["interstage_args"][j]["name"].asString() + "_temp);\n";
+				intertask_inst += "\t" + data["tasks"][i]["interstage_args"][j]["name"].asString() +
+					" = new " + getMatDRType(data["tasks"][i]["interstage_args"][j]["type"].asString()) + ";\n";
+
 			} else {
 				update_ints_args += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
 					"_fw = ((Task$NAME$*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + "_fw;\n";
@@ -397,7 +393,7 @@ string generate_tasks(Json::Value data, string &desc_decl, string &desc_def) {
 				if (fisrt_forward[data["tasks"][i]["interstage_args"][j]["name"].asString()] == false) {
 					fisrt_forward[data["tasks"][i]["interstage_args"][j]["name"].asString()] = true;
 					resolve_deps += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
-						"_fw = &((Task" + name_prev + "*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ";\n";
+						"_fw = ((Task" + name_prev + "*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ";\n";
 				} else {
 					resolve_deps += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
 						"_fw = ((Task" + name_prev + "*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + "_fw;\n";
@@ -435,12 +431,12 @@ string generate_tasks(Json::Value data, string &desc_decl, string &desc_def) {
 		// $INTERTASK_MAT$
 		replace_multiple_string(source, "$INTERTASK_MAT$", intertask_mat);
 
+		// $INTERTASK_INST$
+		replace_multiple_string(source, "$INTERTASK_INST$", intertask_inst);
+
 		// $CMD$
 		replace_multiple_string(source, "$CMD$", cmd);
 
-		// $INTERTASK_RETURN$
-		replace_multiple_string(source, "$INTERTASK_RETURN$", intertask_return);
-
 		// $OUTPUT_DR_RETURN$
 		replace_multiple_string(source, "$OUTPUT_DR_RETURN$", output_dr_return);
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
index afc44e6..945ad76 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
@@ -1,3 +1,7 @@
+Task$NAME$::Task$NAME$() {
+$INTERTASK_INST$
+}
+
 Task$NAME$::Task$NAME$(list<ArgumentBase*> args, RegionTemplate* inputRt) {
 	
 	int set_cout = 0;
@@ -6,7 +10,8 @@ $TASK_ARGS$
 	}
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
-	
+
+$INTERTASK_INST$	
 }
 
 Task$NAME$::~Task$NAME$() {
@@ -24,7 +29,7 @@ $INTERTASK_MAT$
 	$CMD$
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
-$INTERTASK_RETURN$
+
 $OUTPUT_DR_RETURN$
 	std::cout << "Task $NAME$ time elapsed: "<< t2-t1 << std::endl;
 }

From 6901fe3fa022edb7280b9ce3b88647cbf5f5fdcd Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Sun, 4 Sep 2016 22:02:55 -0300
Subject: [PATCH 29/87] Bug fix:

It was possible for a reusable task to break dependencies when being reused.
E.g:    A__B__C__G
         \_D__E__H
            \_F__I
Given the above task dependency tree if a stage S' was to be merged to the
stage S (above), both of three tasks per workflow, and tasks A, D and C were
said to be reusable by S' tasks the correct merged stage should be:

        A____B__C__G
         \___S'2__S'3__S'4
          \__D__E__H
              \_F__I

And instead the algorithm was retunning:

        A__B___C___G
         \      \__S'4
          \_D__E___H
             \_F___I

Breaking the dependency of C to B with D.

The algorithm was fixed and tested successfully with 4 parameters with 2
values each, on -np 7.
---
 .../PipelineManager.cpp                       | 17 +++-
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 90 +++++++++----------
 2 files changed, 58 insertions(+), 49 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 7760871..0d5cd0e 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -204,7 +204,8 @@ int main(int argc, char* argv[]) {
 		cout << "stage " << p.second->getId() << ":" << p.second->getName() << endl;
 		cout << "\tinputs: " << endl;
 		for (int i : p.second->getInputs())
-			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << endl;
+			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+				<< expanded_args[i]->toString() << endl;
 		cout << "\toutputs: " << endl;
 		for (int i : p.second->getOutputs())
 			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << endl;
@@ -944,7 +945,10 @@ list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc,
 		}
 		prev_task = n_task;
 		tasks.emplace_back(n_task);
-		// cout << "[task_generator] new task " << uid << ":" << t->first << " with size " << n_task->size() << endl;
+		cout << "[task_generator] new task " << uid << ":" << t->first << " from stage " << p->getId() << endl;
+		cout << "[task_generator] \targs:" << endl;
+		n_task->print();
+
 	}
 
 	return tasks;
@@ -971,6 +975,7 @@ void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<
 
 	ReusableTask* current_frontier_reusable_tasks;
 	map<std::string, std::list<ArgumentBase*>>::iterator p=ref.begin();
+	ReusableTask* prev_reusable_task = NULL;
 	for (; p!=ref.end(); p++) {
 		// verify if this is the first reusable task
 		ReusableTask* t_s = find_task(s->tasks, p->first);
@@ -979,8 +984,12 @@ void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<
 		// check all of the same tasks of current
 		bool reusable = false;
 		for (ReusableTask* t : t_cur) {
-			if (t->reusable(t_s)) {
+			// verify if t_s is reusable by checking if it's compatible with a task t and
+			//   if the prev_reusable_task is also the predecessor of t.
+			if (t->reusable(t_s) && (prev_reusable_task == NULL || 
+									prev_reusable_task->getId() == t->parentTask)) {
 				reusable = true;
+				prev_reusable_task = t;
 				current_frontier_reusable_tasks = t;
 				break;
 			}
@@ -1019,7 +1028,7 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 			current_stages.pop_front();
 
 			// move forward if this stage was merged with another one
-			if (current->reused == NULL) {				
+			if (current->reused == NULL) {
 
 				// start by generating all tasks
 				if (current->tasks.size() == 0)
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index c9142fb..ebbeaee 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -106,7 +106,7 @@ Segmentation::~Segmentation() {}
 int Segmentation::run() {
 
 	// Print name and id of the component instance
-	std::cout << "Executing component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
+	std::cout << "\t\t\tExecuting component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
 	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
 
 	this->addInputOutputDataRegion("tile", "normalized_rt", RTPipelineComponentBase::INPUT);
@@ -116,7 +116,7 @@ int Segmentation::run() {
 
 	map<int, ReusableTask*> prev_map;
 	for (list<ReusableTask*>::reverse_iterator task=tasks.rbegin(); task!=tasks.rend(); task++) {
-		cout << "[Segmentation] sending task " << (*task)->getId() << endl;
+		cout << "\t\t\t[Segmentation] sending task " << (*task)->getId() << endl;
 		// generate a task copy and update the DR, getting the actual data
 		ReusableTask* t = (*task)->clone();
 		t->updateDR(inputRt);
@@ -219,14 +219,14 @@ bool TaskSegmentation0::run(int procType, int tid) {
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "TaskSegmentation0 executing." << std::endl;	
+	std::cout << "\t\t\tTaskSegmentation0 executing." << std::endl;	
 
 	::nscale::HistologicalEntities::segmentNucleiStg1(normalized_rt, blue, green, red, T1, T2, bgr, rbc);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
 
-	std::cout << "Task Segmentation0 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "\t\t\tTask Segmentation0 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation0::updateDR(RegionTemplate* rt) {
@@ -238,7 +238,7 @@ void TaskSegmentation0::updateDR(RegionTemplate* rt) {
 void TaskSegmentation0::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation0] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "\t\t\t[TaskSegmentation0] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -248,7 +248,7 @@ void TaskSegmentation0::updateInterStageArgs(ReusableTask* t) {
 void TaskSegmentation0::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
 	if (typeid(t) != typeid(TaskSegmentation1)) {
-		std::cout << "[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "\t\t\t[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 	}
 
 	
@@ -404,11 +404,11 @@ ReusableTask* TaskSegmentation0::clone() {
 }
 
 void TaskSegmentation0::print() {
-	cout << "blue: " << blue << endl;
-	cout << "green: " << green << endl;
-	cout << "red: " << red << endl;
-	cout << "T1: " << T1 << endl;
-	cout << "T2: " << T2 << endl;
+	cout << "\t\t\tblue: " << blue << endl;
+	cout << "\t\t\tgreen: " << green << endl;
+	cout << "\t\t\tred: " << red << endl;
+	cout << "\t\t\tT1: " << T1 << endl;
+	cout << "\t\t\tT2: " << T2 << endl;
 
 }
 
@@ -466,14 +466,14 @@ bool TaskSegmentation1::run(int procType, int tid) {
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "TaskSegmentation1 executing." << std::endl;	
+	std::cout << "\t\t\tTaskSegmentation1 executing." << std::endl;	
 
 	::nscale::HistologicalEntities::segmentNucleiStg2(reconConnectivity, bgr, rc, rc_recon, rc_open);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
 
-	std::cout << "Task Segmentation1 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "\t\t\tTask Segmentation1 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation1::updateDR(RegionTemplate* rt) {
@@ -483,7 +483,7 @@ void TaskSegmentation1::updateDR(RegionTemplate* rt) {
 void TaskSegmentation1::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "\t\t\t[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -495,7 +495,7 @@ void TaskSegmentation1::updateInterStageArgs(ReusableTask* t) {
 void TaskSegmentation1::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
 	if (typeid(t) != typeid(TaskSegmentation2)) {
-		std::cout << "[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "\t\t\t[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 	}
 
 	
@@ -577,7 +577,7 @@ ReusableTask* TaskSegmentation1::clone() {
 }
 
 void TaskSegmentation1::print() {
-	cout << "reconConnectivity: " << reconConnectivity << endl;
+	cout << "\t\t\treconConnectivity: " << reconConnectivity << endl;
 
 }
 
@@ -637,14 +637,14 @@ bool TaskSegmentation2::run(int procType, int tid) {
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "TaskSegmentation2 executing." << std::endl;	
+	std::cout << "\t\t\tTaskSegmentation2 executing." << std::endl;	
 
 	::nscale::HistologicalEntities::segmentNucleiStg3(fillHolesConnectivity, G1, rc, rc_recon, rc_open, bw1, diffIm);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
 
-	std::cout << "Task Segmentation2 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "\t\t\tTask Segmentation2 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation2::updateDR(RegionTemplate* rt) {
@@ -654,7 +654,7 @@ void TaskSegmentation2::updateDR(RegionTemplate* rt) {
 void TaskSegmentation2::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "\t\t\t[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -668,7 +668,7 @@ void TaskSegmentation2::updateInterStageArgs(ReusableTask* t) {
 void TaskSegmentation2::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
 	if (typeid(t) != typeid(TaskSegmentation3)) {
-		std::cout << "[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "\t\t\t[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 	}
 
 	
@@ -762,8 +762,8 @@ ReusableTask* TaskSegmentation2::clone() {
 }
 
 void TaskSegmentation2::print() {
-	cout << "fillHolesConnectivity: " << fillHolesConnectivity << endl;
-	cout << "G1: " << G1 << endl;
+	cout << "\t\t\tfillHolesConnectivity: " << fillHolesConnectivity << endl;
+	cout << "\t\t\tG1: " << G1 << endl;
 
 }
 
@@ -820,14 +820,14 @@ bool TaskSegmentation3::run(int procType, int tid) {
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "TaskSegmentation3 executing." << std::endl;	
+	std::cout << "\t\t\tTaskSegmentation3 executing." << std::endl;	
 
 	::nscale::HistologicalEntities::segmentNucleiStg4(minSize, maxSize, bw1, bw1_t);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
 
-	std::cout << "Task Segmentation3 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "\t\t\tTask Segmentation3 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation3::updateDR(RegionTemplate* rt) {
@@ -837,7 +837,7 @@ void TaskSegmentation3::updateDR(RegionTemplate* rt) {
 void TaskSegmentation3::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "\t\t\t[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -850,7 +850,7 @@ void TaskSegmentation3::updateInterStageArgs(ReusableTask* t) {
 void TaskSegmentation3::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
 	if (typeid(t) != typeid(TaskSegmentation4)) {
-		std::cout << "[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "\t\t\t[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 	}
 
 	
@@ -943,8 +943,8 @@ ReusableTask* TaskSegmentation3::clone() {
 }
 
 void TaskSegmentation3::print() {
-	cout << "minSize: " << minSize << endl;
-	cout << "maxSize: " << maxSize << endl;
+	cout << "\t\t\tminSize: " << minSize << endl;
+	cout << "\t\t\tmaxSize: " << maxSize << endl;
 
 }
 
@@ -996,14 +996,14 @@ bool TaskSegmentation4::run(int procType, int tid) {
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "TaskSegmentation4 executing." << std::endl;	
+	std::cout << "\t\t\tTaskSegmentation4 executing." << std::endl;	
 
 	::nscale::HistologicalEntities::segmentNucleiStg5(G2, diffIm, bw1_t, rbc, seg_open);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
 
-	std::cout << "Task Segmentation4 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "\t\t\tTask Segmentation4 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation4::updateDR(RegionTemplate* rt) {
@@ -1013,7 +1013,7 @@ void TaskSegmentation4::updateDR(RegionTemplate* rt) {
 void TaskSegmentation4::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "\t\t\t[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -1026,7 +1026,7 @@ void TaskSegmentation4::updateInterStageArgs(ReusableTask* t) {
 void TaskSegmentation4::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
 	if (typeid(t) != typeid(TaskSegmentation5)) {
-		std::cout << "[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "\t\t\t[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 	}
 
 	
@@ -1109,7 +1109,7 @@ ReusableTask* TaskSegmentation4::clone() {
 }
 
 void TaskSegmentation4::print() {
-	cout << "G2: " << G2 << endl;
+	cout << "\t\t\tG2: " << G2 << endl;
 
 }
 
@@ -1178,14 +1178,14 @@ bool TaskSegmentation5::run(int procType, int tid) {
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "TaskSegmentation5 executing." << std::endl;	
+	std::cout << "\t\t\tTaskSegmentation5 executing." << std::endl;	
 
 	::nscale::HistologicalEntities::segmentNucleiStg6(normalized_rt, minSizePl, watershedConnectivity, seg_open, seg_nonoverlap);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
 
-	std::cout << "Task Segmentation5 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "\t\t\tTask Segmentation5 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation5::updateDR(RegionTemplate* rt) {
@@ -1197,7 +1197,7 @@ void TaskSegmentation5::updateDR(RegionTemplate* rt) {
 void TaskSegmentation5::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "\t\t\t[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -1208,7 +1208,7 @@ void TaskSegmentation5::updateInterStageArgs(ReusableTask* t) {
 void TaskSegmentation5::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
 	if (typeid(t) != typeid(TaskSegmentation6)) {
-		std::cout << "[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "\t\t\t[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 	}
 
 	
@@ -1335,8 +1335,8 @@ ReusableTask* TaskSegmentation5::clone() {
 }
 
 void TaskSegmentation5::print() {
-	cout << "minSizePl: " << minSizePl << endl;
-	cout << "watershedConnectivity: " << watershedConnectivity << endl;
+	cout << "\t\t\tminSizePl: " << minSizePl << endl;
+	cout << "\t\t\twatershedConnectivity: " << watershedConnectivity << endl;
 
 }
 
@@ -1406,7 +1406,7 @@ bool TaskSegmentation6::run(int procType, int tid) {
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "TaskSegmentation6 executing." << std::endl;	
+	std::cout << "\t\t\tTaskSegmentation6 executing." << std::endl;	
 
 	::nscale::HistologicalEntities::segmentNucleiStg7(&segmented_rt, minSizeSeg, maxSizeSeg, fillHolesConnectivity, seg_nonoverlap);
 	
@@ -1414,7 +1414,7 @@ bool TaskSegmentation6::run(int procType, int tid) {
 
 	this->segmented_rt_temp->setData(segmented_rt);
 
-	std::cout << "Task Segmentation6 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "\t\t\tTask Segmentation6 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation6::updateDR(RegionTemplate* rt) {
@@ -1425,7 +1425,7 @@ rt->insertDataRegion(this->segmented_rt_temp);
 void TaskSegmentation6::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "\t\t\t[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -1570,9 +1570,9 @@ ReusableTask* TaskSegmentation6::clone() {
 }
 
 void TaskSegmentation6::print() {
-	cout << "minSizeSeg: " << minSizeSeg << endl;
-	cout << "maxSizeSeg: " << maxSizeSeg << endl;
-	cout << "fillHolesConnectivity: " << fillHolesConnectivity << endl;
+	cout << "\t\t\tminSizeSeg: " << minSizeSeg << endl;
+	cout << "\t\t\tmaxSizeSeg: " << maxSizeSeg << endl;
+	cout << "\t\t\tfillHolesConnectivity: " << fillHolesConnectivity << endl;
 
 }
 

From 5768b823a7d847608f6dc8faa7e8541dc22fb9a4 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Wed, 7 Sep 2016 01:32:31 -0300
Subject: [PATCH 30/87] Stoer-Wagner min-cut algorithm implemented.

As far as it was tested it doesn't present any bug.
In order to compile it the boost lib is required.
The output isn't still finished (i.e outputs on stdout
only). Also, the cut weight ins't implemented yet, so
the cut value on the output is a miscalculated value.

The min-cut algorithm isn't integrated on the system yet.
---
 .../graph/min_cut.cpp                         | 276 ++++++++++++++++++
 1 file changed, 276 insertions(+)
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp
new file mode 100644
index 0000000..6456baa
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp
@@ -0,0 +1,276 @@
+#include <iostream>
+#include <string>
+#include <map>
+#include <list>
+#include <boost/heap/fibonacci_heap.hpp>
+
+/**************************************************/
+/**                Basic Entities                **/
+/**************************************************/
+
+typedef int _id_t;
+typedef int weight_t;
+
+typedef std::pair<weight_t, _id_t> node_t;
+#define _node(w,id) std::make_pair(w,id)
+
+typedef std::pair<weight_t, std::pair<std::list<_id_t>, std::list<_id_t>>> cut_t;
+#define _cut(w, s1, s2) std::make_pair(w,std::make_pair(s1,s2))
+#define _cut_w(c) c.first
+#define _cut_s1(c) c.second.first
+#define _cut_t2(c) c.second.second
+
+/**************************************************/
+/**             Fibonacci Comparator             **/
+/**************************************************/
+/** This is needed to enforce that the weight is **/
+/** ordered in a descending manner, and id is    **/
+/** ordered in a ascending manner on the         **/
+/** fibonacci heap.                              **/
+/**************************************************/
+
+struct my_comparator {
+	bool operator() (const node_t& x, const node_t& y) const {
+		if (x.first != y.first)
+			return x.first < y.first;
+		else
+			return x.second > y.second;
+	}
+	typedef node_t first_argument_type;
+	typedef node_t second_argument_type;
+	typedef bool result_type;
+};
+
+typedef boost::heap::fibonacci_heap<node_t, 
+	boost::heap::compare<my_comparator>> fibonacci;
+
+/**************************************************/
+/**                Funs Prototypes               **/
+/**************************************************/
+
+int min_cut(size_t n, weight_t** adjMat);
+cut_t min_cut_phase(size_t n, weight_t** adjMat, 
+	std::map<_id_t,std::list<_id_t>> &vertices, _id_t a);
+
+weight_t sum(size_t n, weight_t* A);
+
+/**************************************************/
+/**                   Main code                  **/
+/**************************************************/
+
+int main() {
+	size_t n=5;
+	weight_t _adjMat[n][n]={{0,2,2,1,1},
+							{2,0,2,1,1},
+							{2,2,0,1,1},
+							{1,1,1,0,3},
+							{1,1,1,3,0}};
+	// weight_t _adjMat[n][n]={{0,2,0,0,3,0,0,0},
+	// 						{2,0,3,0,2,2,0,0},
+	// 						{0,3,0,4,0,0,2,0},
+	// 						{0,0,4,0,0,0,2,2},
+	// 						{3,2,0,0,0,3,0,0},
+	// 						{0,2,0,0,3,0,1,0},
+	// 						{0,0,2,2,0,1,0,3},
+	// 						{0,0,0,2,0,0,3,0}};
+	
+	// my compiler wont plat VLA, so we need this workaround
+	weight_t** adjMat = new weight_t *[n];
+	for (size_t i=0; i<n; i++) {
+		adjMat[i] = new weight_t [n];
+		for (size_t j=0; j<n; j++)
+			adjMat[i][j] = _adjMat[i][j];
+	}
+
+	min_cut(n, adjMat);
+
+}
+
+int min_cut(size_t n, weight_t** adjMat) {
+	
+	_id_t a;
+	cut_t cut;
+	std::list<cut_t> cuts;
+
+	// initialize vertices
+	std::map<_id_t, std::list<_id_t>> vertices;
+	for (int i=0; i<n; i++)
+		vertices[i] = std::list<_id_t>(1,i);
+
+	// keep finding cuts until there are no more find
+	while (vertices.size() > 1) {
+		// get the first 'a' vertex as the most connected vertex
+		weight_t max = 0;
+		weight_t m;
+		for (int i=0; i<n; i++) {
+			if ((m = sum(n, adjMat[i])) > max) {
+				a = i;
+				max = m;
+			}
+		}
+
+		// run a phase of cut
+		cuts.emplace_back(min_cut_phase(n, adjMat, vertices, a));
+		std::cout << std::endl;
+	}
+}
+
+cut_t min_cut_phase(size_t n_max, weight_t** adjMat, 
+		std::map<_id_t,std::list<_id_t>> &vertices, _id_t a) {
+	
+	_id_t s;
+	_id_t t;
+	weight_t cut;
+	size_t n = vertices.size();
+
+	// generate priority queue
+	fibonacci q;
+	for (std::pair<_id_t, std::list<_id_t>> v : vertices) {
+		if (v.first != a) {
+			q.push(_node(adjMat[v.first][a], v.first));
+		}
+	}
+
+	// array of vertices ids A
+	_id_t A[n];
+	A[0] = a;
+	t = a;
+
+	// std::cout << "a=" << a << std::endl; 
+	// greedy insertion loop
+	for (size_t i=1; i<n; i++) {
+		// add the most tightly connected vertex to A
+		// std::cout << "popping " << q.top().second << " of cost " 
+		// 	<< q.top().first << std::endl;
+		A[i] = q.top().second;
+		q.pop();
+
+		// The update queue must be done in two steps:
+		//  1 - calculate updated values for the heap
+		//  2 - actually updating the heap
+		// This must be done because when calling 'increase' the 
+		// iterator for the heap is invalidated, causing
+		// undefined behaviour.
+
+		// 1 - calculate updated values for the heap
+		fibonacci::handle_type fibonacci_handlers[n-i-1];
+		node_t fibonacci_updated[n-i]; 
+		int j=0;
+		for (fibonacci::iterator it=q.begin(); it!=q.end(); it++) {
+			fibonacci_handlers[j] = q.s_handle_from_iterator(it);
+			fibonacci_updated[j] = _node(it->first+adjMat[A[i]][it->second], it->second);
+			// std::cout << "updated: " << fibonacci_updated[j].second << ":" 
+			// 	<< fibonacci_updated[j].first << std::endl;
+			j++;
+		}
+
+		// 2 - actually updates the heap
+		for (j=0; j<n-i-1; j++) {
+			q.increase(fibonacci_handlers[j], fibonacci_updated[j]);
+		}
+
+		// update the two last added vertices
+		s = t;
+		t = A[i];
+	}
+
+	// get cut weight
+	cut = adjMat[s][t];
+
+	// std::cout << "s=" << s << std::endl;
+	// std::cout << "t=" << t << std::endl;
+
+	// std::cout << "before merge:" << std::endl;
+	// for (size_t i=0; i<n_max; i++) {
+	// 	for (size_t j=0; j<n_max; j++) {
+	// 		std::cout << adjMat[i][j] << "\t";
+	// 	}
+	// 	std::cout << std::endl;
+	// }
+
+	// generate cut
+	std::list<_id_t> s1 = vertices.at(s);
+	std::list<_id_t> s2 = vertices.at(t);
+
+	std::cout << "Got cut " << cut << ":" << std::endl;
+	std::cout << "\tS1:" << std::endl;
+	for (_id_t i=0; i<n_max; i++)
+		if (i != t && vertices.count(i) > 0)
+			for (_id_t j : vertices.at(i))		
+				std::cout << "\t\t" << j << std::endl;
+	std::cout << "\tS2:" << std::endl;
+	for (_id_t i : s2)
+		std::cout << "\t\t" << i << std::endl;
+
+	// merge s and t
+	for (std::pair<_id_t,std::list<_id_t>> _t : vertices) {
+		if (_t.first == t) {
+			// add all of t's merged vertices to s
+			vertices.at(s).insert(vertices.at(s).begin(), 
+				_t.second.begin(), _t.second.end());
+			// remove t
+			vertices.erase(_t.first);
+			break;
+		}
+	}
+
+	// update adjMat by merging the edges of t to s
+	for (size_t i=0; i<n_max; i++) {
+		for (size_t j=0; j<n_max; j++) {
+			if (i!=j) {
+				if (i == s) {
+					// std::cout << i << ":" << j << "= " << adjMat[i][j] << " with " 
+					// 	<< t << ":" << j << "= " << adjMat[t][j] << std::endl;
+					adjMat[i][j] += adjMat[t][j];
+					adjMat[j][i] += adjMat[t][j];
+				}
+			}
+		}
+	}
+
+	// remove t edges
+	for (size_t i=0; i<n_max; i++) {
+		for (size_t j=0; j<n_max; j++) {
+			if (i == t || j == t) {
+				// std::cout << i << ":" << j << "= " << adjMat[i][j] << std::endl;
+				adjMat[i][j] = 0;
+				adjMat[j][i] = 0;
+			}
+		}
+	}
+
+	// std::cout << std::endl << "after merge:" << std::endl;
+	// for (size_t i=0; i<n_max; i++) {
+	// 	for (size_t j=0; j<n_max; j++) {
+	// 		std::cout << adjMat[i][j] << "\t";
+	// 	}
+	// 	std::cout << std::endl;
+	// }
+
+	return _cut(cut, s1, s2);
+}
+
+weight_t sum(size_t n, weight_t* A) {
+	weight_t sum = 0;
+	for (int i=0; i<n; i++)
+		sum+=A[i];
+	return sum;
+}
+
+/**************************************************/
+/**              Debugging Functions             **/
+/**************************************************/
+
+void pv(std::map<_id_t,std::list<_id_t>> vertices) {
+	for (std::pair<_id_t,std::list<_id_t>> v : vertices) {
+		std::cout << v.first << std::endl;
+		for (_id_t id : v.second)
+			std::cout << "\t" << id << std::endl;
+	}
+}
+
+void pf(fibonacci q) {
+	for (fibonacci::ordered_iterator i=q.ordered_begin(); i!=q.ordered_end(); i++) {
+		std::cout << i->second << ":" << i->first << std::endl;
+	}
+}
\ No newline at end of file

From 62f0b2827c0a0eacb3cffaed53b061e07e077a53 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Wed, 7 Sep 2016 14:43:18 -0300
Subject: [PATCH 31/87] Fixed cut weight calculation and namespace interface to
 min-cut module.

---
 .../graph/min_cut.cpp                         | 108 ++++++------------
 .../graph/min_cut.hpp                         |  54 +++++++++
 2 files changed, 92 insertions(+), 70 deletions(-)
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.hpp

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp
index 6456baa..b4e703f 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp
@@ -1,54 +1,14 @@
 #include <iostream>
-#include <string>
 #include <map>
-#include <list>
-#include <boost/heap/fibonacci_heap.hpp>
 
-/**************************************************/
-/**                Basic Entities                **/
-/**************************************************/
-
-typedef int _id_t;
-typedef int weight_t;
-
-typedef std::pair<weight_t, _id_t> node_t;
-#define _node(w,id) std::make_pair(w,id)
+#include "min_cut.hpp"
 
-typedef std::pair<weight_t, std::pair<std::list<_id_t>, std::list<_id_t>>> cut_t;
-#define _cut(w, s1, s2) std::make_pair(w,std::make_pair(s1,s2))
-#define _cut_w(c) c.first
-#define _cut_s1(c) c.second.first
-#define _cut_t2(c) c.second.second
+using namespace mincut;
 
 /**************************************************/
-/**             Fibonacci Comparator             **/
+/**            Internal Funs Prototypes          **/
 /**************************************************/
-/** This is needed to enforce that the weight is **/
-/** ordered in a descending manner, and id is    **/
-/** ordered in a ascending manner on the         **/
-/** fibonacci heap.                              **/
-/**************************************************/
-
-struct my_comparator {
-	bool operator() (const node_t& x, const node_t& y) const {
-		if (x.first != y.first)
-			return x.first < y.first;
-		else
-			return x.second > y.second;
-	}
-	typedef node_t first_argument_type;
-	typedef node_t second_argument_type;
-	typedef bool result_type;
-};
 
-typedef boost::heap::fibonacci_heap<node_t, 
-	boost::heap::compare<my_comparator>> fibonacci;
-
-/**************************************************/
-/**                Funs Prototypes               **/
-/**************************************************/
-
-int min_cut(size_t n, weight_t** adjMat);
 cut_t min_cut_phase(size_t n, weight_t** adjMat, 
 	std::map<_id_t,std::list<_id_t>> &vertices, _id_t a);
 
@@ -58,23 +18,24 @@ weight_t sum(size_t n, weight_t* A);
 /**                   Main code                  **/
 /**************************************************/
 
+// this is a test code for min_cut
 int main() {
-	size_t n=5;
-	weight_t _adjMat[n][n]={{0,2,2,1,1},
-							{2,0,2,1,1},
-							{2,2,0,1,1},
-							{1,1,1,0,3},
-							{1,1,1,3,0}};
-	// weight_t _adjMat[n][n]={{0,2,0,0,3,0,0,0},
-	// 						{2,0,3,0,2,2,0,0},
-	// 						{0,3,0,4,0,0,2,0},
-	// 						{0,0,4,0,0,0,2,2},
-	// 						{3,2,0,0,0,3,0,0},
-	// 						{0,2,0,0,3,0,1,0},
-	// 						{0,0,2,2,0,1,0,3},
-	// 						{0,0,0,2,0,0,3,0}};
+	size_t n=8;
+	// weight_t _adjMat[n][n]={{0,2,2,1,1},
+	// 						{2,0,2,1,1},
+	// 						{2,2,0,1,1},
+	// 						{1,1,1,0,3},
+	// 						{1,1,1,3,0}};
+	weight_t _adjMat[n][n]={{0,2,0,0,3,0,0,0},
+							{2,0,3,0,2,2,0,0},
+							{0,3,0,4,0,0,2,0},
+							{0,0,4,0,0,0,2,2},
+							{3,2,0,0,0,3,0,0},
+							{0,2,0,0,3,0,1,0},
+							{0,0,2,2,0,1,0,3},
+							{0,0,0,2,0,0,3,0}};
 	
-	// my compiler wont plat VLA, so we need this workaround
+	// my compiler won't do VLA, so we need this workaround
 	weight_t** adjMat = new weight_t *[n];
 	for (size_t i=0; i<n; i++) {
 		adjMat[i] = new weight_t [n];
@@ -82,11 +43,20 @@ int main() {
 			adjMat[i][j] = _adjMat[i][j];
 	}
 
-	min_cut(n, adjMat);
+	std::cout << "Cuts:" << std::endl;
+	for (cut_t c : min_cut(n, adjMat)) {
+		std::cout << "Got cut " << _cut_w(c) << ":" << std::endl;
+		std::cout << "\tS1:" << std::endl;
+		for (_id_t id : _cut_s1(c))
+			std::cout << "\t\t" << id << std::endl;
+		std::cout << "\tS2:" << std::endl;
+		for (_id_t id : _cut_s2(c))
+			std::cout << "\t\t" << id << std::endl;
+	}
 
 }
 
-int min_cut(size_t n, weight_t** adjMat) {
+std::list<cut_t> mincut::min_cut(size_t n, weight_t** adjMat) {
 	
 	_id_t a;
 	cut_t cut;
@@ -111,8 +81,9 @@ int min_cut(size_t n, weight_t** adjMat) {
 
 		// run a phase of cut
 		cuts.emplace_back(min_cut_phase(n, adjMat, vertices, a));
-		std::cout << std::endl;
 	}
+
+	return cuts;
 }
 
 cut_t min_cut_phase(size_t n_max, weight_t** adjMat, 
@@ -175,10 +146,11 @@ cut_t min_cut_phase(size_t n_max, weight_t** adjMat,
 	}
 
 	// get cut weight
-	cut = adjMat[s][t];
+	cut = sum(n_max, adjMat[t]);
 
 	// std::cout << "s=" << s << std::endl;
 	// std::cout << "t=" << t << std::endl;
+	// std::cout << "cut=" << cut << std::endl;
 
 	// std::cout << "before merge:" << std::endl;
 	// for (size_t i=0; i<n_max; i++) {
@@ -189,18 +161,14 @@ cut_t min_cut_phase(size_t n_max, weight_t** adjMat,
 	// }
 
 	// generate cut
-	std::list<_id_t> s1 = vertices.at(s);
 	std::list<_id_t> s2 = vertices.at(t);
+	std::list<_id_t> s1;
 
-	std::cout << "Got cut " << cut << ":" << std::endl;
-	std::cout << "\tS1:" << std::endl;
+	// get all vertices of the first sub-graph
 	for (_id_t i=0; i<n_max; i++)
 		if (i != t && vertices.count(i) > 0)
-			for (_id_t j : vertices.at(i))		
-				std::cout << "\t\t" << j << std::endl;
-	std::cout << "\tS2:" << std::endl;
-	for (_id_t i : s2)
-		std::cout << "\t\t" << i << std::endl;
+			for (_id_t j : vertices.at(i))
+				s1.emplace_back(j);
 
 	// merge s and t
 	for (std::pair<_id_t,std::list<_id_t>> _t : vertices) {
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.hpp
new file mode 100644
index 0000000..9311798
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.hpp
@@ -0,0 +1,54 @@
+#ifndef MIN_CUT_HPP
+#define MIN_CUT_HPP
+
+#include <list>
+#include <boost/heap/fibonacci_heap.hpp>
+
+/**************************************************/
+/**                Basic Entities                **/
+/**************************************************/
+
+namespace mincut {
+
+	// basic types
+	typedef int _id_t;
+	typedef int weight_t;
+
+	typedef std::pair<weight_t, _id_t> node_t;
+	inline node_t _node(weight_t w,_id_t id) {return std::make_pair(w,id);}
+
+	typedef std::list<_id_t> subgraph_t;
+	typedef std::pair<weight_t, std::pair<subgraph_t, subgraph_t>> cut_t;
+	inline cut_t _cut(weight_t w, subgraph_t s1, subgraph_t s2) {return std::make_pair(w,std::make_pair(s1,s2));}
+	inline weight_t _cut_w(cut_t c) {return c.first;}
+	inline subgraph_t _cut_s1(cut_t c) {return c.second.first;}
+	inline subgraph_t _cut_s2(cut_t c) {return c.second.second;}
+
+	/**************************************************/
+	/**             Fibonacci Comparator             **/
+	/**************************************************/
+	/** This is needed to enforce that the weight is **/
+	/** ordered in a descending manner, and id is    **/
+	/** ordered in a ascending manner on the         **/
+	/** fibonacci heap.                              **/
+	/**************************************************/
+
+	struct my_comparator {
+		bool operator() (const node_t& x, const node_t& y) const {
+			if (x.first != y.first)
+				return x.first < y.first;
+			else
+				return x.second > y.second;
+		}
+		typedef node_t first_argument_type;
+		typedef node_t second_argument_type;
+		typedef bool result_type;
+	};
+
+	typedef boost::heap::fibonacci_heap<node_t, 
+		boost::heap::compare<my_comparator>> fibonacci;
+
+	std::list<cut_t> min_cut(size_t n, weight_t** adjMat);
+
+}
+#endif
\ No newline at end of file

From 5f18a87afbaaff78efbca236997137d24f10a3b7 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Thu, 8 Sep 2016 02:42:05 -0300
Subject: [PATCH 32/87] Integration of mincut with PipelineManager 50%
 complete.

---
 runtime/PipelineComponentBase.cpp             |   7 -
 .../PipelineRTFS-NS-Diff-FGO/CMakeLists.txt   |   2 +-
 .../PipelineManager.cpp                       | 265 +++++++++++++++---
 3 files changed, 231 insertions(+), 43 deletions(-)

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index 436d5ae..064d79f 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -38,7 +38,6 @@ PipelineComponentBase::~PipelineComponentBase() {
 		ArgumentBase *aux = this->arguments.back();
 		this->arguments.pop_back();
 		if (aux->getIo() == ArgumentBase::input) {
-			std::cout << "[PipelineComponentBase] deleting input " << aux->getName() << std::endl;
 			delete aux;
 		}
 	}
@@ -225,9 +224,6 @@ int PipelineComponentBase::serialize(char *buff)
 		memcpy(buff+serialized_bytes, (*t)->getTaskName().c_str(), task_name_size*sizeof(char) );
 		serialized_bytes+=task_name_size*sizeof(char);
 
-		cout << "[PipelineComponentBase] serializing task name " << (*t)->getTaskName() 
-			<< " of size " << (*t)->getTaskName().size() << endl;
-
 		// copy the task
 		serialized_bytes += (*t)->serialize(buff+serialized_bytes);
 	}
@@ -349,9 +345,6 @@ int PipelineComponentBase::deserialize(char *buff)
 		std::string task_name_s = std::string(task_name);
 		// std::string task_name_s = "TaskSegmentation";
 
-		cout << "[PipelineComponentBase] deserializing task name " << task_name_s 
-			<< " of size " << task_name_s.size() << endl;
-
 		// deserialize the task
 		ReusableTask* task = ReusableTask::ReusableTaskFactory::getTaskFromName(task_name_s);
 		task->setTaskName(task_name_s);
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
index f9f11a1..cfd9934 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
@@ -38,7 +38,7 @@ set(libname componentnsdifffgo)
 
 # Source files used by the Runtime System
 set(libcomponentssrcs NormalizationComp.cpp Segmentation.cpp FeatureExtraction.cpp
-         TaskFeatures.cpp DiffMaskComp.cpp jsoncpp.cpp)
+         TaskFeatures.cpp DiffMaskComp.cpp jsoncpp.cpp graph/min_cut.cpp)
 
 set(libcomparativeanalysis ../../comparativeanalysis/TaskDiffMask.cpp
             ../../comparativeanalysis/pixelcompare/PixelCompare.cpp)
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 0d5cd0e..4edb5ca 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -14,6 +14,7 @@
 #include "RTPipelineComponentBase.h"
 #include "RegionTemplateCollection.h"
 #include "ReusableTask.hpp"
+#include "graph/min_cut.hpp"
 
 using namespace std;
 
@@ -52,6 +53,29 @@ void mapprint(map<int, PipelineComponentBase*> mapp) {
 		cout << i->first << ":" << i->second->getName() << endl;
 }
 
+void adj_mat_print(mincut::weight_t** adjMat, size_t n) {
+	for (int i=0; i<n; i++) {
+		for (int j=0; j<n; j++) {
+			cout << adjMat[i][j] << "\t";
+		}
+		cout << endl;
+	}
+}
+
+void adj_mat_print(mincut::weight_t** adjMat, map<size_t, int> id2task, size_t n) {
+	cout << "x\t";
+	for (int i=0; i<n; i++)
+		cout << id2task[i] << "\t";
+	cout << endl;
+	for (int i=0; i<n; i++) {
+		cout << id2task[i] << "\t";
+		for (int j=0; j<n; j++) {
+			cout << adjMat[i][j] << "\t";
+		}
+		cout << endl;
+	}
+}
+
 // Workflow parsing functions
 void get_inputs_from_file(FILE* workflow_descriptor, map<int, ArgumentBase*> &workflow_inputs, 
 	map<int, list<ArgumentBase*>> &parameters_values);
@@ -91,7 +115,7 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	// Tell the system which libraries should be used
-	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
 	// region template used by all stages
 	RegionTemplate *rt = new RegionTemplate();
@@ -211,10 +235,10 @@ int main(int argc, char* argv[]) {
 			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << endl;
 	}
 
-	cout << endl << "merged args" << endl;
-	for (pair<int, ArgumentBase*> p : expanded_args)
-		cout << "\t" << p.first << ":" << p.second->getName() << " = " 
-			<< p.second->toString() << " sized: " << p.second->size() << endl;
+	// cout << endl << "merged args" << endl;
+	// for (pair<int, ArgumentBase*> p : expanded_args)
+	// 	cout << "\t" << p.first << ":" << p.second->getName() << " = " 
+	// 		<< p.second->toString() << " sized: " << p.second->size() << endl;
 
 	map<int, PipelineComponentBase*> merged_stages;
 	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args);
@@ -945,9 +969,9 @@ list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc,
 		}
 		prev_task = n_task;
 		tasks.emplace_back(n_task);
-		cout << "[task_generator] new task " << uid << ":" << t->first << " from stage " << p->getId() << endl;
-		cout << "[task_generator] \targs:" << endl;
-		n_task->print();
+		// cout << "[task_generator] new task " << uid << ":" << t->first << " from stage " << p->getId() << endl;
+		// cout << "[task_generator] \targs:" << endl;
+		// n_task->print();
 
 	}
 
@@ -1011,6 +1035,44 @@ void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<
 	}
 }
 
+mincut::weight_t get_reuse_factor(PipelineComponentBase* s1, PipelineComponentBase* s2, map<string, list<ArgumentBase*>> ref) {
+	PipelineComponentBase* s1_clone = s1->clone();
+	PipelineComponentBase* s2_clone = s2->clone();
+
+	merge_stages(s1_clone, s2_clone, ref);
+
+	return s1->tasks.size() + s2->tasks.size() - s1_clone->tasks.size();
+}
+
+int get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2, map<size_t, int> id2task,  
+	map<int, PipelineComponentBase*> current_stages, map<string, list<ArgumentBase*>> ref) {
+
+	// get the first stage as a base stage
+	mincut::subgraph_t::iterator s1_it = s1.begin();
+	PipelineComponentBase* current1 = current_stages[id2task[*s1_it]]->clone();
+	s1_it++;
+	for (; s1_it!=s1.end(); s1_it++) {
+		PipelineComponentBase* clone1 = current_stages[id2task[*s1_it]]->clone();
+		if (merging_condition(current1, clone1, ref))
+			merge_stages(current1, clone1, ref);
+		else 
+			current1->tasks.insert(current1->tasks.begin(), clone1->tasks.begin(), clone1->tasks.end());
+	}
+
+	// get the first stage as a base stage
+	mincut::subgraph_t::iterator s2_it = s2.begin();
+	PipelineComponentBase* current2 = current_stages[id2task[(*s2_it)]]->clone();
+	for (s2_it++; s2_it!=s2.end(); s2_it++) {
+		PipelineComponentBase* clone2 = current_stages[id2task[*s2_it]]->clone();
+		if (merging_condition(current2, clone2, ref))
+			merge_stages(current2, clone2, ref);
+		else 
+			current2->tasks.insert(current2->tasks.begin(), clone2->tasks.begin(), clone2->tasks.end());
+	}
+
+	return current1->tasks.size()>current2->tasks.size()?current1->tasks.size():current2->tasks.size();
+}
+
 void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
 	const map<int, PipelineComponentBase*> &stages_ref, map<int, PipelineComponentBase*> &merged_stages, 
 	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args) {
@@ -1021,40 +1083,173 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 		list<PipelineComponentBase*> current_stages;
 		filter_stages(all_stages, ref->second->getName(), current_stages);
 
-		// attempt to merge all current stages
-		while (!current_stages.empty()) {
-			// get one stage to start merging
-			PipelineComponentBase* current = current_stages.front();
-			current_stages.pop_front();
+		// generate all tasks
+		for (list<PipelineComponentBase*>::iterator s=current_stages.begin(); s!= current_stages.end(); s++) {
+			(*s)->tasks = task_generator(ref->second->tasksDesc, *s, rt, expanded_args);
+		}
+
+		// generate the reuse matrix and the map real-task to min-cut id
+		size_t id = 0;
+		size_t n = current_stages.size();
+		mincut::weight_t adjMat[n][n];
+		map<size_t, int> id2task;
+		for (list<PipelineComponentBase*>::iterator s1=current_stages.begin(); s1!= current_stages.end(); s1++, id++) {
+			id2task[id] = (*s1)->getId();
+			// cout << "map: " << id << ":" << (*s1)->getId() << endl;
+			size_t id_j = id;
+			for (list<PipelineComponentBase*>::iterator s2=s1; s2!= current_stages.end(); s2++, id_j++) {
+				if (id == id_j)
+					adjMat[id][id] = 0;
+				else {
+					adjMat[id][id_j] = get_reuse_factor(*s1, *s2, ref->second->tasksDesc);
+					adjMat[id_j][id] = adjMat[id][id_j];
+				}
+			}
+		}
+
+		// my compiler won't do VLA, so we need this workaround
+		mincut::weight_t** adjMat_ = new mincut::weight_t *[n];
+		for (size_t i=0; i<n; i++) {
+			adjMat_[i] = new mincut::weight_t [n];
+			for (size_t j=0; j<n; j++)
+				adjMat_[i][j] = adjMat[i][j];
+		}
+		cout << endl;
+		adj_mat_print(adjMat_, id2task, n);
+		cout << endl;
+
+		// send adjMat to mincut algorithm
+		list<mincut::cut_t> cuts = mincut::min_cut(n, adjMat_);
+
+		// get the cut with the minimal weight, using the number of merged tasks as a tiebreaker
+		mincut::cut_t best_cut = cuts.front();
+		mincut::weight_t best_weight = mincut::_cut_w(best_cut);
+		int best_num_tasks = get_reuse_factor(mincut::_cut_s1(best_cut), mincut::_cut_s2(best_cut), 
+			id2task, all_stages, ref->second->tasksDesc);
+		mincut::weight_t r;
+
+		for (mincut::cut_t c : cuts) {
+			cout << "cut: " << mincut::_cut_w(c) << ":" << endl;
+			cout << "\tS1:" << endl;
+			for (mincut::_id_t id : mincut::_cut_s1(c))
+				cout << "\t\t" << id2task[id] << endl;
+			cout << "\tS2:" << endl;
+			for (mincut::_id_t id : mincut::_cut_s2(c))
+				cout << "\t\t" << id2task[id] << endl;
+			cout << endl;
+
+			// updates min cut if the weight is less that the best so far
+			if (mincut::_cut_w(c) < best_weight) {
+				best_cut = c;
+				best_weight = mincut::_cut_w(c);
+				best_num_tasks = get_reuse_factor(mincut::_cut_s1(c), mincut::_cut_s2(c), 
+					id2task, all_stages, ref->second->tasksDesc);
+			} 
+			// updates min cut if the weight are the same but this cut is more balanced
+			else if (mincut::_cut_w(c) == best_weight && (r = get_reuse_factor(mincut::_cut_s1(c), 
+					mincut::_cut_s2(c), id2task, all_stages, ref->second->tasksDesc)) < best_num_tasks) {
+				best_cut = c;
+				best_num_tasks = r;
+			}
+		}
+
+		cout << "best cut: " << mincut::_cut_w(best_cut) << ":" << endl;
+		cout << "\tS1:" << endl;
+		for (mincut::_id_t id : mincut::_cut_s1(best_cut))
+			cout << "\t\t" << id2task[id] << endl;
+		cout << "\tS2:" << endl;
+		for (mincut::_id_t id : mincut::_cut_s2(best_cut))
+			cout << "\t\t" << id2task[id] << endl;
 
-			// move forward if this stage was merged with another one
-			if (current->reused == NULL) {
+		// merge the stages of the best cut
+		mincut::subgraph_t::iterator s1_it = mincut::_cut_s1(best_cut).begin();
+		PipelineComponentBase* current1 = all_stages.at(id2task[*s1_it]);
+		cout << *s1_it << endl;
+		s1_it++;
+		cout << *s1_it << endl;
 
-				// start by generating all tasks
-				if (current->tasks.size() == 0)
-					current->tasks = task_generator(ref->second->tasksDesc, current, rt, expanded_args);
 
-				// attempt to merge all stages to the current merged stages
-				list<PipelineComponentBase*>::iterator i = current_stages.begin();
-				while (i != current_stages.end()) {
-					// add stage to merged stages if the merging condition is true
-					PipelineComponentBase* s = *i;
+		
+		cout << "\tS1:" << endl;
+		for (mincut::_id_t id : mincut::_cut_s1(best_cut))
+			cout << "\t\t" << &id << endl;
+
+		cout << "\tS1 it:" << *(mincut::_cut_s1(best_cut).begin()) <<  endl;
+		list<int>::iterator id2=(mincut::_cut_s1(best_cut)).begin();
+		cout << "\tS1 it:" << &(*(id2)) <<  endl;
+		cout << "\tS1 it:" << *(id2++) <<  endl;
+		cout << "\tS1 it:" << *(id2++) <<  endl;
+		cout << "\tS1 it:" << *(id2) <<  endl;
+		for (; ;) {
+			cout << "\t\t" << (*id2) << endl;
+			if (id2==mincut::_cut_s1(best_cut).end())
+				break;
+			id2++;
+		}
 
-					// generate tasks if it they weren't generated yet
-					if (s->tasks.size() == 0)
-						s->tasks = task_generator(ref->second->tasksDesc, s, rt, expanded_args);
 
-					if (merging_condition(s, current, ref->second->tasksDesc)) {
-						cout << "[merge_stages_fine_grain] mearging " << current->getId() << " with " << s->getId() << endl;
-						merge_stages(current, s, ref->second->tasksDesc);
-					}
-					i++;
-				}
-			}
 
-			// add merged stages to final map as one stage
-			merged_stages[((PipelineComponentBase*)current)->getId()] = (PipelineComponentBase*)current;
+		for (; s1_it!=mincut::_cut_s1(best_cut).end(); s1_it++) {
+			cout << id2task[*s1_it] << endl;
+			if (merging_condition(current1, all_stages.at(id2task[*s1_it]), ref->second->tasksDesc))
+				merge_stages(current1, all_stages.at(id2task[*s1_it]), ref->second->tasksDesc);
+			else 
+				current1->tasks.insert(current1->tasks.begin(), all_stages.at(id2task[*s1_it])->tasks.begin(), 
+					all_stages.at(id2task[*s1_it])->tasks.end());
 		}
+
+		// add merged stages to final map as one stage
+		merged_stages[current1->getId()] = current1;
+
+		mincut::subgraph_t::iterator s2_it = mincut::_cut_s2(best_cut).begin();
+		PipelineComponentBase* current2 = all_stages.at(id2task[*s2_it]);
+		s2_it++;
+		for (; s2_it!=mincut::_cut_s2(best_cut).end(); s2_it++) {
+			if (merging_condition(current2, all_stages.at(id2task[*s2_it]), ref->second->tasksDesc))
+				merge_stages(current2, all_stages.at(id2task[*s2_it]), ref->second->tasksDesc);
+			else 
+				current2->tasks.insert(current2->tasks.begin(), all_stages.at(id2task[*s2_it])->tasks.begin(), 
+					all_stages.at(id2task[*s2_it])->tasks.end());
+		}
+
+		// add merged stages to final map as one stage
+		merged_stages[current2->getId()] = current2;
+
+
+		// // attempt to merge all current stages
+		// while (!current_stages.empty()) {
+		// 	// get one stage to start merging
+		// 	PipelineComponentBase* current = current_stages.front();
+		// 	current_stages.pop_front();
+
+		// 	// move forward if this stage was merged with another one
+		// 	if (current->reused == NULL) {
+
+		// 		// start by generating all tasks
+		// 		if (current->tasks.size() == 0)
+		// 			current->tasks = task_generator(ref->second->tasksDesc, current, rt, expanded_args);
+
+		// 		// attempt to merge all stages to the current merged stages
+		// 		list<PipelineComponentBase*>::iterator i = current_stages.begin();
+		// 		while (i != current_stages.end()) {
+		// 			// add stage to merged stages if the merging condition is true
+		// 			PipelineComponentBase* s = *i;
+
+		// 			// generate tasks if it they weren't generated yet
+		// 			if (s->tasks.size() == 0)
+		// 				s->tasks = task_generator(ref->second->tasksDesc, s, rt, expanded_args);
+
+		// 			if (merging_condition(s, current, ref->second->tasksDesc)) {
+		// 				cout << "[merge_stages_fine_grain] mearging " << current->getId() << " with " << s->getId() << endl;
+		// 				merge_stages(current, s, ref->second->tasksDesc);
+		// 			}
+		// 			i++;
+		// 		}
+		// 	}
+
+		// 	// add merged stages to final map as one stage
+		// 	merged_stages[((PipelineComponentBase*)current)->getId()] = (PipelineComponentBase*)current;
+		// }
 	}
 }
 

From c26d75921efba4215699428f715c65425cfd9679 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Thu, 8 Sep 2016 15:30:30 -0300
Subject: [PATCH 33/87] Mincut algorithm fully integrated and, as far as it was
 tested, working.

Milenium bug found: when testing with over 5000 stages the coarse-grain merging breaks.
---
 .../PipelineManager.cpp                       | 100 +++++++++---------
 1 file changed, 50 insertions(+), 50 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 4edb5ca..a77baa0 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -115,7 +115,7 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	// Tell the system which libraries should be used
-	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
 	// region template used by all stages
 	RegionTemplate *rt = new RegionTemplate();
@@ -1084,8 +1084,25 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 		filter_stages(all_stages, ref->second->getName(), current_stages);
 
 		// generate all tasks
-		for (list<PipelineComponentBase*>::iterator s=current_stages.begin(); s!= current_stages.end(); s++) {
+		for (list<PipelineComponentBase*>::iterator s=current_stages.begin(); s!= current_stages.end(); ) {
+			// if the stage isn't composed of reusable tasks then 
 			(*s)->tasks = task_generator(ref->second->tasksDesc, *s, rt, expanded_args);
+			if ((*s)->tasks.size() == 0) {
+				cout << (*s)->getId() << " has " << (*s)->tasks.size() << endl;
+				merged_stages[(*s)->getId()] = *s;
+				s = current_stages.erase(s);
+			} else {
+				cout << (*s)->getId() << " hass " << (*s)->tasks.size() << endl;
+				s++;
+			}
+		}
+
+		// if there are no stages left to attempt to merge, or only one stage, don't perform any merging
+		if (current_stages.size() == 1) {
+			merged_stages[(*current_stages.begin())->getId()] = *current_stages.begin();
+			continue;
+		} else if (current_stages.size() == 0) {
+			continue;
 		}
 
 		// generate the reuse matrix and the map real-task to min-cut id
@@ -1161,60 +1178,43 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 		for (mincut::_id_t id : mincut::_cut_s2(best_cut))
 			cout << "\t\t" << id2task[id] << endl;
 
-		// merge the stages of the best cut
-		mincut::subgraph_t::iterator s1_it = mincut::_cut_s1(best_cut).begin();
-		PipelineComponentBase* current1 = all_stages.at(id2task[*s1_it]);
-		cout << *s1_it << endl;
-		s1_it++;
-		cout << *s1_it << endl;
-
-
+		// For some unholy reason getting the iterator directly from _cut_s1 messes the iterator up
+		// so the s1_ is a workaround for it.
+		// mincut::subgraph_t::iterator s1_it = mincut::_cut_s1(best_cut).begin();
 		
-		cout << "\tS1:" << endl;
-		for (mincut::_id_t id : mincut::_cut_s1(best_cut))
-			cout << "\t\t" << &id << endl;
-
-		cout << "\tS1 it:" << *(mincut::_cut_s1(best_cut).begin()) <<  endl;
-		list<int>::iterator id2=(mincut::_cut_s1(best_cut)).begin();
-		cout << "\tS1 it:" << &(*(id2)) <<  endl;
-		cout << "\tS1 it:" << *(id2++) <<  endl;
-		cout << "\tS1 it:" << *(id2++) <<  endl;
-		cout << "\tS1 it:" << *(id2) <<  endl;
-		for (; ;) {
-			cout << "\t\t" << (*id2) << endl;
-			if (id2==mincut::_cut_s1(best_cut).end())
-				break;
-			id2++;
-		}
-
-
+		// merge the stages of the best cut
+		mincut::subgraph_t s1_ = mincut::_cut_s1(best_cut);
+		for (mincut::subgraph_t::iterator s1_it = s1_.begin(); s1_it!=s1_.end(); s1_it++) {
+			// attempt to merge s1_it with all other stages
+			for (mincut::subgraph_t::iterator s2_it = next(s1_it); s2_it!=s1_.end();) {
+				if (merging_condition(all_stages.at(id2task[*s1_it]), all_stages.at(id2task[*s2_it]), ref->second->tasksDesc)) {
+					merge_stages(all_stages.at(id2task[*s1_it]), all_stages.at(id2task[*s2_it]), ref->second->tasksDesc);
+					merged_stages[all_stages.at(id2task[*s2_it])->getId()] = all_stages.at(id2task[*s2_it]);
+					s2_it = s1_.erase(s2_it);
+				} else
+					s2_it++;
+			}
 
-		for (; s1_it!=mincut::_cut_s1(best_cut).end(); s1_it++) {
-			cout << id2task[*s1_it] << endl;
-			if (merging_condition(current1, all_stages.at(id2task[*s1_it]), ref->second->tasksDesc))
-				merge_stages(current1, all_stages.at(id2task[*s1_it]), ref->second->tasksDesc);
-			else 
-				current1->tasks.insert(current1->tasks.begin(), all_stages.at(id2task[*s1_it])->tasks.begin(), 
-					all_stages.at(id2task[*s1_it])->tasks.end());
+			// add s1_it to merged_stages
+			merged_stages[all_stages.at(id2task[*s1_it])->getId()] = all_stages.at(id2task[*s1_it]);
 		}
 
-		// add merged stages to final map as one stage
-		merged_stages[current1->getId()] = current1;
-
-		mincut::subgraph_t::iterator s2_it = mincut::_cut_s2(best_cut).begin();
-		PipelineComponentBase* current2 = all_stages.at(id2task[*s2_it]);
-		s2_it++;
-		for (; s2_it!=mincut::_cut_s2(best_cut).end(); s2_it++) {
-			if (merging_condition(current2, all_stages.at(id2task[*s2_it]), ref->second->tasksDesc))
-				merge_stages(current2, all_stages.at(id2task[*s2_it]), ref->second->tasksDesc);
-			else 
-				current2->tasks.insert(current2->tasks.begin(), all_stages.at(id2task[*s2_it])->tasks.begin(), 
-					all_stages.at(id2task[*s2_it])->tasks.end());
-		}
 
-		// add merged stages to final map as one stage
-		merged_stages[current2->getId()] = current2;
+		mincut::subgraph_t s2_ = mincut::_cut_s2(best_cut);
+		for (mincut::subgraph_t::iterator s1_it = s2_.begin(); s1_it!=s2_.end(); s1_it++) {
+			// attempt to merge s1_it with all other stages
+			for (mincut::subgraph_t::iterator s2_it = next(s1_it); s2_it!=s2_.end();) {
+				if (merging_condition(all_stages.at(id2task[*s1_it]), all_stages.at(id2task[*s2_it]), ref->second->tasksDesc)) {
+					merge_stages(all_stages.at(id2task[*s1_it]), all_stages.at(id2task[*s2_it]), ref->second->tasksDesc);
+					merged_stages[all_stages.at(id2task[*s2_it])->getId()] = all_stages.at(id2task[*s2_it]);
+					s2_it = s2_.erase(s2_it);
+				} else
+					s2_it++;
+			}
 
+			// add s1_it to merged_stages
+			merged_stages[all_stages.at(id2task[*s1_it])->getId()] = all_stages.at(id2task[*s1_it]);
+		}		
 
 		// // attempt to merge all current stages
 		// while (!current_stages.empty()) {

From adf673dba5a43dcf740f61e1d916faca4e37bdb9 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Thu, 8 Sep 2016 16:02:28 -0300
Subject: [PATCH 34/87] Milenium bug fixed

The bug was related to a static allocation of a matrix, that when the matrix size
was too big the stack would overflow. This problem was fixed and now the only limit
to the system is the amount of memory on the host machine (tested with ~1000 stages
and the merging algorithm didn't ran out of memory: ~0.7GB used)
---
 .../PipelineManager.cpp                       | 92 ++++++-------------
 1 file changed, 26 insertions(+), 66 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index a77baa0..ab308d2 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -1088,13 +1088,10 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 			// if the stage isn't composed of reusable tasks then 
 			(*s)->tasks = task_generator(ref->second->tasksDesc, *s, rt, expanded_args);
 			if ((*s)->tasks.size() == 0) {
-				cout << (*s)->getId() << " has " << (*s)->tasks.size() << endl;
 				merged_stages[(*s)->getId()] = *s;
 				s = current_stages.erase(s);
-			} else {
-				cout << (*s)->getId() << " hass " << (*s)->tasks.size() << endl;
+			} else
 				s++;
-			}
 		}
 
 		// if there are no stages left to attempt to merge, or only one stage, don't perform any merging
@@ -1108,7 +1105,12 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 		// generate the reuse matrix and the map real-task to min-cut id
 		size_t id = 0;
 		size_t n = current_stages.size();
-		mincut::weight_t adjMat[n][n];
+		
+		// dynamic allocation of adjMat is needed because if n is waaay too big the stack will overflow
+		mincut::weight_t** adjMat = new mincut::weight_t *[n];
+		for (size_t i=0; i<n; i++) {
+			adjMat[i] = new mincut::weight_t [n];
+		}
 		map<size_t, int> id2task;
 		for (list<PipelineComponentBase*>::iterator s1=current_stages.begin(); s1!= current_stages.end(); s1++, id++) {
 			id2task[id] = (*s1)->getId();
@@ -1124,19 +1126,12 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 			}
 		}
 
-		// my compiler won't do VLA, so we need this workaround
-		mincut::weight_t** adjMat_ = new mincut::weight_t *[n];
-		for (size_t i=0; i<n; i++) {
-			adjMat_[i] = new mincut::weight_t [n];
-			for (size_t j=0; j<n; j++)
-				adjMat_[i][j] = adjMat[i][j];
-		}
-		cout << endl;
-		adj_mat_print(adjMat_, id2task, n);
-		cout << endl;
+		// cout << endl;
+		// adj_mat_print(adjMat, id2task, n);
+		// cout << endl;
 
 		// send adjMat to mincut algorithm
-		list<mincut::cut_t> cuts = mincut::min_cut(n, adjMat_);
+		list<mincut::cut_t> cuts = mincut::min_cut(n, adjMat);
 
 		// get the cut with the minimal weight, using the number of merged tasks as a tiebreaker
 		mincut::cut_t best_cut = cuts.front();
@@ -1146,14 +1141,14 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 		mincut::weight_t r;
 
 		for (mincut::cut_t c : cuts) {
-			cout << "cut: " << mincut::_cut_w(c) << ":" << endl;
-			cout << "\tS1:" << endl;
-			for (mincut::_id_t id : mincut::_cut_s1(c))
-				cout << "\t\t" << id2task[id] << endl;
-			cout << "\tS2:" << endl;
-			for (mincut::_id_t id : mincut::_cut_s2(c))
-				cout << "\t\t" << id2task[id] << endl;
-			cout << endl;
+			// cout << "cut: " << mincut::_cut_w(c) << ":" << endl;
+			// cout << "\tS1:" << endl;
+			// for (mincut::_id_t id : mincut::_cut_s1(c))
+			// 	cout << "\t\t" << id2task[id] << endl;
+			// cout << "\tS2:" << endl;
+			// for (mincut::_id_t id : mincut::_cut_s2(c))
+			// 	cout << "\t\t" << id2task[id] << endl;
+			// cout << endl;
 
 			// updates min cut if the weight is less that the best so far
 			if (mincut::_cut_w(c) < best_weight) {
@@ -1170,13 +1165,13 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 			}
 		}
 
-		cout << "best cut: " << mincut::_cut_w(best_cut) << ":" << endl;
-		cout << "\tS1:" << endl;
-		for (mincut::_id_t id : mincut::_cut_s1(best_cut))
-			cout << "\t\t" << id2task[id] << endl;
-		cout << "\tS2:" << endl;
-		for (mincut::_id_t id : mincut::_cut_s2(best_cut))
-			cout << "\t\t" << id2task[id] << endl;
+		// cout << "best cut: " << mincut::_cut_w(best_cut) << ":" << endl;
+		// cout << "\tS1:" << endl;
+		// for (mincut::_id_t id : mincut::_cut_s1(best_cut))
+		// 	cout << "\t\t" << id2task[id] << endl;
+		// cout << "\tS2:" << endl;
+		// for (mincut::_id_t id : mincut::_cut_s2(best_cut))
+		// 	cout << "\t\t" << id2task[id] << endl;
 
 		// For some unholy reason getting the iterator directly from _cut_s1 messes the iterator up
 		// so the s1_ is a workaround for it.
@@ -1215,41 +1210,6 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 			// add s1_it to merged_stages
 			merged_stages[all_stages.at(id2task[*s1_it])->getId()] = all_stages.at(id2task[*s1_it]);
 		}		
-
-		// // attempt to merge all current stages
-		// while (!current_stages.empty()) {
-		// 	// get one stage to start merging
-		// 	PipelineComponentBase* current = current_stages.front();
-		// 	current_stages.pop_front();
-
-		// 	// move forward if this stage was merged with another one
-		// 	if (current->reused == NULL) {
-
-		// 		// start by generating all tasks
-		// 		if (current->tasks.size() == 0)
-		// 			current->tasks = task_generator(ref->second->tasksDesc, current, rt, expanded_args);
-
-		// 		// attempt to merge all stages to the current merged stages
-		// 		list<PipelineComponentBase*>::iterator i = current_stages.begin();
-		// 		while (i != current_stages.end()) {
-		// 			// add stage to merged stages if the merging condition is true
-		// 			PipelineComponentBase* s = *i;
-
-		// 			// generate tasks if it they weren't generated yet
-		// 			if (s->tasks.size() == 0)
-		// 				s->tasks = task_generator(ref->second->tasksDesc, s, rt, expanded_args);
-
-		// 			if (merging_condition(s, current, ref->second->tasksDesc)) {
-		// 				cout << "[merge_stages_fine_grain] mearging " << current->getId() << " with " << s->getId() << endl;
-		// 				merge_stages(current, s, ref->second->tasksDesc);
-		// 			}
-		// 			i++;
-		// 		}
-		// 	}
-
-		// 	// add merged stages to final map as one stage
-		// 	merged_stages[((PipelineComponentBase*)current)->getId()] = (PipelineComponentBase*)current;
-		// }
 	}
 }
 

From a06bb55caf2cb64e650b88beac9332fc199c7fc1 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 13 Sep 2016 16:32:36 -0300
Subject: [PATCH 35/87] Non-recursive version of new merge-cut algorithm.

---
 runtime/PipelineComponentBase.h               |   3 +
 .../PipelineManager.cpp                       | 359 +++++++++++++-----
 .../graph/min_cut.cpp                         |   2 +-
 3 files changed, 261 insertions(+), 103 deletions(-)

diff --git a/runtime/PipelineComponentBase.h b/runtime/PipelineComponentBase.h
index 12f8fd9..46c3433 100644
--- a/runtime/PipelineComponentBase.h
+++ b/runtime/PipelineComponentBase.h
@@ -174,6 +174,9 @@ class PipelineComponentBase: public Task {
 
 	void printTasks();
 
+	// makespan cost 
+	float getMksp() {return 1;};
+
 	// Factory class is used to build "reflection", and instantiate objects of
 	// PipelineComponentBase subclasses that register with it
     class ComponentFactory{
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index ab308d2..c025332 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -5,6 +5,7 @@
 #include <map>
 #include <list>
 #include <regex>
+#include <cfloat>
 
 #include "json/json.h"
 
@@ -53,6 +54,11 @@ void mapprint(map<int, PipelineComponentBase*> mapp) {
 		cout << i->first << ":" << i->second->getName() << endl;
 }
 
+void listprint(list<PipelineComponentBase*> mapp) {
+	for (list<PipelineComponentBase*>::iterator i=mapp.begin(); i!=mapp.end();i++)
+		cout << (*i)->getId() << ":" << (*i)->getName() << endl;
+}
+
 void adj_mat_print(mincut::weight_t** adjMat, size_t n) {
 	for (int i=0; i<n; i++) {
 		for (int j=0; j<n; j++) {
@@ -89,8 +95,8 @@ void expand_stages(const map<int, ArgumentBase*> &args, map<int, list<ArgumentBa
 	map<int, ArgumentBase*> &expanded_args,map<int, PipelineComponentBase*> stages,
 	map<int, PipelineComponentBase*> &expanded_stages, map<int, ArgumentBase*> &workflow_outputs);
 void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
-	const map<int, PipelineComponentBase*> &stages_ref,	map<int, PipelineComponentBase*> &merged_stages, 
-	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args);
+	const map<int, PipelineComponentBase*> &stages_ref, map<int, PipelineComponentBase*> &merged_stages, 
+	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int n_workers);
 void generate_drs(RegionTemplate* rt, const map<int, ArgumentBase*> &expanded_args);
 void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, 
 	map<int, ArgumentBase*> &merged_arguments,
@@ -115,7 +121,7 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	// Tell the system which libraries should be used
-	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
 	// region template used by all stages
 	RegionTemplate *rt = new RegionTemplate();
@@ -241,7 +247,9 @@ int main(int argc, char* argv[]) {
 	// 		<< p.second->toString() << " sized: " << p.second->size() << endl;
 
 	map<int, PipelineComponentBase*> merged_stages;
-	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args);
+	int size = 4;
+	// MPI_Comm_size(MPI_COMM_WORLD, &size);
+	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size);
 
 	cout << endl<< "merged-fine: " << endl;
 	for (pair<int, PipelineComponentBase*> p : merged_stages) {
@@ -1035,6 +1043,25 @@ void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<
 	}
 }
 
+list<PipelineComponentBase*> merge_stages(list<PipelineComponentBase*> stages, map<string, list<ArgumentBase*>> ref) {
+	if (stages.size() == 1)
+		return stages;
+
+	list<PipelineComponentBase*>::iterator i = stages.begin();
+	
+	for (; i!=stages.end(); i++) {
+		for (list<PipelineComponentBase*>::iterator j = next(i); j!=stages.end();) {
+			if (merging_condition(*i, *j, ref)) {
+				merge_stages(*i, *j, ref);
+				j = stages.erase(j);
+			} else
+				j++;
+		}
+	}
+
+	return stages;
+}
+
 mincut::weight_t get_reuse_factor(PipelineComponentBase* s1, PipelineComponentBase* s2, map<string, list<ArgumentBase*>> ref) {
 	PipelineComponentBase* s1_clone = s1->clone();
 	PipelineComponentBase* s2_clone = s2->clone();
@@ -1073,9 +1100,146 @@ int get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2, map<size_t, i
 	return current1->tasks.size()>current2->tasks.size()?current1->tasks.size():current2->tasks.size();
 }
 
+float calc_stage_proc(list<PipelineComponentBase*> s, map<string, list<ArgumentBase*>> ref) {
+	list<PipelineComponentBase*>::iterator i = s.begin();
+
+	for (; i!=s.end(); i++) {
+		PipelineComponentBase* current = (*i)->clone();
+		for (list<PipelineComponentBase*>::iterator j = next(i); j!=s.end();) {
+			if (merging_condition(*i, *j, ref)) {
+				merge_stages(current, (*j)->clone(), ref);
+				j = s.erase(j);
+			} else
+				j++;
+		}
+		(*i) = current;
+	}
+
+	float proc_cost = 0;
+	for (PipelineComponentBase* p : s)
+		for (ReusableTask* t : p->tasks)
+			// proc_cost += t->getProcCost();
+			proc_cost++;
+
+	return proc_cost;
+}
+
+// just add PCB s symbolicaly and calc the cost with stages
+float calc_stage_proc(list<PipelineComponentBase*> stages, PipelineComponentBase* s, map<string, list<ArgumentBase*>> ref) {
+	stages.emplace_back(s);
+	return calc_stage_proc(stages, ref);
+}
+
+float calc_stage_mem(list<PipelineComponentBase*> s, map<string, list<ArgumentBase*>> ref) {
+	list<PipelineComponentBase*>::iterator i = s.begin();
+
+	for (; i!=s.end(); i++) {
+		PipelineComponentBase* current = (*i)->clone();
+		for (list<PipelineComponentBase*>::iterator j = next(i); j!=s.end();) {
+			if (merging_condition(*i, *j, ref)) {
+				merge_stages(current, (*j)->clone(), ref);
+				j = s.erase(j);
+			} else
+				j++;
+		}
+	}
+
+	float mem_cost = 0;
+	for (PipelineComponentBase* p : s)
+		for (ReusableTask* t : p->tasks)
+			// mem_cost += t->getMemCost();
+			mem_cost+=0;
+
+	return mem_cost;
+}
+
+bool cutting_condition(list<PipelineComponentBase*> current, float nrS_mksp, float max_mem, map<string, list<ArgumentBase*>> ref) {
+	if (calc_stage_proc(current, ref) > nrS_mksp || calc_stage_mem(current, ref) > max_mem)
+		return true;
+	else
+		return false;
+}
+
+pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> get_cut(list<PipelineComponentBase*> current_stages, 
+	const map<int, PipelineComponentBase*> &all_stages, map<string, list<ArgumentBase*>> ref) {
+
+	// generate the reuse matrix and the map real-task to min-cut id
+	size_t id = 0;
+	size_t n = current_stages.size();
+
+	// dynamic allocation of adjMat is needed because if n is waaay too big the stack will overflow
+	mincut::weight_t** adjMat = new mincut::weight_t *[n];
+	for (size_t i=0; i<n; i++) {
+		adjMat[i] = new mincut::weight_t [n];
+	}
+	
+	map<size_t, int> id2task;
+	for (list<PipelineComponentBase*>::iterator s1=current_stages.begin(); s1!= current_stages.end(); s1++, id++) {
+		id2task[id] = (*s1)->getId();
+		// cout << "map: " << id << ":" << (*s1)->getId() << endl;
+		size_t id_j = id;
+		for (list<PipelineComponentBase*>::iterator s2=s1; s2!= current_stages.end(); s2++, id_j++) {
+			if (id == id_j)
+				adjMat[id][id] = 0;
+			else {
+				adjMat[id][id_j] = get_reuse_factor(*s1, *s2, ref);
+				adjMat[id_j][id] = adjMat[id][id_j];
+			}
+		}
+	}
+
+	// cout << endl;
+	// adj_mat_print(adjMat, id2task, n);
+	// cout << endl;
+
+	// send adjMat to mincut algorithm
+	list<mincut::cut_t> cuts = mincut::min_cut(n, adjMat);
+
+	// get the cut with the minimal weight, using the number of merged tasks as a tiebreaker
+	mincut::cut_t best_cut = cuts.front();
+	mincut::weight_t best_weight = mincut::_cut_w(best_cut);
+	int best_num_tasks = get_reuse_factor(mincut::_cut_s1(best_cut), mincut::_cut_s2(best_cut), 
+		id2task, all_stages, ref);
+	mincut::weight_t r;
+
+	for (mincut::cut_t c : cuts) {
+		// cout << "cut: " << mincut::_cut_w(c) << ":" << endl;
+		// cout << "\tS1:" << endl;
+		// for (mincut::_id_t id : mincut::_cut_s1(c))
+		// 	cout << "\t\t" << id2task[id] << endl;
+		// cout << "\tS2:" << endl;
+		// for (mincut::_id_t id : mincut::_cut_s2(c))
+		// 	cout << "\t\t" << id2task[id] << endl;
+		// cout << endl;
+
+		// updates min cut if the weight is less that the best so far
+		if (mincut::_cut_w(c) < best_weight) {
+			best_cut = c;
+			best_weight = mincut::_cut_w(c);
+			best_num_tasks = get_reuse_factor(mincut::_cut_s1(c), mincut::_cut_s2(c), 
+				id2task, all_stages, ref);
+		} 
+		// updates min cut if the weight are the same but this cut is more balanced
+		else if (mincut::_cut_w(c) == best_weight && (r = get_reuse_factor(mincut::_cut_s1(c), 
+				mincut::_cut_s2(c), id2task, all_stages, ref)) < best_num_tasks) {
+			best_cut = c;
+			best_num_tasks = r;
+		}
+	}
+
+	// convert cut to PCB lists for return
+	pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> best_cut_pcb;
+	for (mincut::_id_t i : mincut::_cut_s1(best_cut))
+		best_cut_pcb.first.emplace_back(all_stages.at(id2task[i]));
+	for (mincut::_id_t i : mincut::_cut_s2(best_cut))
+		best_cut_pcb.second.emplace_back(all_stages.at(id2task[i]));
+
+	return best_cut_pcb;
+}
+
 void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
 	const map<int, PipelineComponentBase*> &stages_ref, map<int, PipelineComponentBase*> &merged_stages, 
-	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args) {
+	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int n_workers) {
 
 	// attempt merging for each stage type
 	for (map<int, PipelineComponentBase*>::const_iterator ref=stages_ref.cbegin(); ref!=stages_ref.cend(); ref++) {
@@ -1084,11 +1248,19 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 		filter_stages(all_stages, ref->second->getName(), current_stages);
 
 		// generate all tasks
+		int nrS = 0;
+		double max_nrS_mksp = 0;
 		for (list<PipelineComponentBase*>::iterator s=current_stages.begin(); s!= current_stages.end(); ) {
 			// if the stage isn't composed of reusable tasks then 
 			(*s)->tasks = task_generator(ref->second->tasksDesc, *s, rt, expanded_args);
 			if ((*s)->tasks.size() == 0) {
 				merged_stages[(*s)->getId()] = *s;
+				
+				// makespan calculations
+				nrS++;
+				if ((*s)->getMksp() > max_nrS_mksp)
+					max_nrS_mksp = (*s)->getMksp();
+
 				s = current_stages.erase(s);
 			} else
 				s++;
@@ -1102,114 +1274,97 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 			continue;
 		}
 
-		// generate the reuse matrix and the map real-task to min-cut id
-		size_t id = 0;
-		size_t n = current_stages.size();
-		
-		// dynamic allocation of adjMat is needed because if n is waaay too big the stack will overflow
-		mincut::weight_t** adjMat = new mincut::weight_t *[n];
-		for (size_t i=0; i<n; i++) {
-			adjMat[i] = new mincut::weight_t [n];
-		}
-		map<size_t, int> id2task;
-		for (list<PipelineComponentBase*>::iterator s1=current_stages.begin(); s1!= current_stages.end(); s1++, id++) {
-			id2task[id] = (*s1)->getId();
-			// cout << "map: " << id << ":" << (*s1)->getId() << endl;
-			size_t id_j = id;
-			for (list<PipelineComponentBase*>::iterator s2=s1; s2!= current_stages.end(); s2++, id_j++) {
-				if (id == id_j)
-					adjMat[id][id] = 0;
-				else {
-					adjMat[id][id_j] = get_reuse_factor(*s1, *s2, ref->second->tasksDesc);
-					adjMat[id_j][id] = adjMat[id][id_j];
+		// instantiate nedded lists for iterative cutting
+		list<PipelineComponentBase*> rem[n_workers];
+		list<PipelineComponentBase*> last_rem[n_workers];
+		int current_index;
+		float last_mksp = FLT_MAX;
+		float current_mksp = FLT_MAX/10;
+		current_index = 0;
+		rem[0] = current_stages;
+
+		// execute while there is improvement
+		while(current_mksp < last_mksp) {
+		// for (int j=0; j<10; j++) {
+			last_mksp = current_mksp;
+
+			// get the most expensive bucket on rem and set it as current
+			float worst_proc_cost = 0;
+			for (int i=0; i<n_workers; i++) {
+				float proc_cost = calc_stage_proc(rem[i], ref->second->tasksDesc);
+				if (proc_cost > worst_proc_cost && rem[i].size() > 1) {
+					worst_proc_cost = proc_cost;
+					current_index = i;
 				}
 			}
-		}
-
-		// cout << endl;
-		// adj_mat_print(adjMat, id2task, n);
-		// cout << endl;
 
-		// send adjMat to mincut algorithm
-		list<mincut::cut_t> cuts = mincut::min_cut(n, adjMat);
-
-		// get the cut with the minimal weight, using the number of merged tasks as a tiebreaker
-		mincut::cut_t best_cut = cuts.front();
-		mincut::weight_t best_weight = mincut::_cut_w(best_cut);
-		int best_num_tasks = get_reuse_factor(mincut::_cut_s1(best_cut), mincut::_cut_s2(best_cut), 
-			id2task, all_stages, ref->second->tasksDesc);
-		mincut::weight_t r;
-
-		for (mincut::cut_t c : cuts) {
-			// cout << "cut: " << mincut::_cut_w(c) << ":" << endl;
-			// cout << "\tS1:" << endl;
-			// for (mincut::_id_t id : mincut::_cut_s1(c))
-			// 	cout << "\t\t" << id2task[id] << endl;
-			// cout << "\tS2:" << endl;
-			// for (mincut::_id_t id : mincut::_cut_s2(c))
-			// 	cout << "\t\t" << id2task[id] << endl;
-			// cout << endl;
-
-			// updates min cut if the weight is less that the best so far
-			if (mincut::_cut_w(c) < best_weight) {
-				best_cut = c;
-				best_weight = mincut::_cut_w(c);
-				best_num_tasks = get_reuse_factor(mincut::_cut_s1(c), mincut::_cut_s2(c), 
-					id2task, all_stages, ref->second->tasksDesc);
-			} 
-			// updates min cut if the weight are the same but this cut is more balanced
-			else if (mincut::_cut_w(c) == best_weight && (r = get_reuse_factor(mincut::_cut_s1(c), 
-					mincut::_cut_s2(c), id2task, all_stages, ref->second->tasksDesc)) < best_num_tasks) {
-				best_cut = c;
-				best_num_tasks = r;
+			if (rem[current_index].size() < 2) {
+				break;
 			}
-		}
 
-		// cout << "best cut: " << mincut::_cut_w(best_cut) << ":" << endl;
-		// cout << "\tS1:" << endl;
-		// for (mincut::_id_t id : mincut::_cut_s1(best_cut))
-		// 	cout << "\t\t" << id2task[id] << endl;
-		// cout << "\tS2:" << endl;
-		// for (mincut::_id_t id : mincut::_cut_s2(best_cut))
-		// 	cout << "\t\t" << id2task[id] << endl;
+			// cut the current bucket
+			pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> c; 
+			c = get_cut(rem[current_index], all_stages, ref->second->tasksDesc);
 
-		// For some unholy reason getting the iterator directly from _cut_s1 messes the iterator up
-		// so the s1_ is a workaround for it.
-		// mincut::subgraph_t::iterator s1_it = mincut::_cut_s1(best_cut).begin();
-		
-		// merge the stages of the best cut
-		mincut::subgraph_t s1_ = mincut::_cut_s1(best_cut);
-		for (mincut::subgraph_t::iterator s1_it = s1_.begin(); s1_it!=s1_.end(); s1_it++) {
-			// attempt to merge s1_it with all other stages
-			for (mincut::subgraph_t::iterator s2_it = next(s1_it); s2_it!=s1_.end();) {
-				if (merging_condition(all_stages.at(id2task[*s1_it]), all_stages.at(id2task[*s2_it]), ref->second->tasksDesc)) {
-					merge_stages(all_stages.at(id2task[*s1_it]), all_stages.at(id2task[*s2_it]), ref->second->tasksDesc);
-					merged_stages[all_stages.at(id2task[*s2_it])->getId()] = all_stages.at(id2task[*s2_it]);
-					s2_it = s1_.erase(s2_it);
-				} else
-					s2_it++;
-			}
+			float w1 = calc_stage_proc(c.first, ref->second->tasksDesc);
+			float w2 = calc_stage_proc(c.second, ref->second->tasksDesc);
 
-			// add s1_it to merged_stages
-			merged_stages[all_stages.at(id2task[*s1_it])->getId()] = all_stages.at(id2task[*s1_it]);
-		}
+			list<PipelineComponentBase*> c1 = w1>=w2?c.first:c.second;
+			list<PipelineComponentBase*> c2 = w1>=w2?c.second:c.first;
+
+			// sets the current rem as the most expensive cut subset
+			rem[current_index] = c1;
+			
+			// redistributes all remaining stages from least expensive cut subset to rem
+			for (PipelineComponentBase* s : c2) {
+				float best_mksp = FLT_MAX;
+				float mksp;
+				int best_bucket_index;
+				
+				// gets best bucket to add the stage s
+				for (int i=0; i<n_workers; i++) {
+					if (i != current_index) {
+						mksp = calc_stage_proc(rem[i], s, ref->second->tasksDesc);
+						if (mksp < best_mksp) {
+							best_mksp = mksp;
+							best_bucket_index = i;
+						}
+					}
+				}
 
+				// adds the stage s to best bucket
+				rem[best_bucket_index].emplace_back(s);
+			}
 
-		mincut::subgraph_t s2_ = mincut::_cut_s2(best_cut);
-		for (mincut::subgraph_t::iterator s1_it = s2_.begin(); s1_it!=s2_.end(); s1_it++) {
-			// attempt to merge s1_it with all other stages
-			for (mincut::subgraph_t::iterator s2_it = next(s1_it); s2_it!=s2_.end();) {
-				if (merging_condition(all_stages.at(id2task[*s1_it]), all_stages.at(id2task[*s2_it]), ref->second->tasksDesc)) {
-					merge_stages(all_stages.at(id2task[*s1_it]), all_stages.at(id2task[*s2_it]), ref->second->tasksDesc);
-					merged_stages[all_stages.at(id2task[*s2_it])->getId()] = all_stages.at(id2task[*s2_it]);
-					s2_it = s2_.erase(s2_it);
-				} else
-					s2_it++;
+			// recalculate current max makespan and set rem backup on last_rem
+			float mksp;
+			current_mksp = 0;
+			for (int i=0; i<n_workers; i++) {
+				mksp = calc_stage_proc(rem[i], ref->second->tasksDesc);
+				last_rem[i] = rem[i];
+				if (mksp > current_mksp)
+					current_mksp = mksp;
 			}
 
-			// add s1_it to merged_stages
-			merged_stages[all_stages.at(id2task[*s1_it])->getId()] = all_stages.at(id2task[*s1_it]);
-		}		
+			cout << "current merging state:" << endl;
+			for (int i=0; i<n_workers; i++) {
+				cout << "\tbucket " << i << " with cost " << calc_stage_proc(rem[i], ref->second->tasksDesc) << ":" << endl;
+				for (PipelineComponentBase* s : rem[i]) {
+					cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+					for (ReusableTask* t : s->tasks) {
+						cout << "\t\t\ttask " << t->getId() << ":" << t->getTaskName() << " - parent: " << t->parentTask << endl;
+					}
+				}
+			}
+		}
+
+		// merge all stages in each bucket, given that they are mergable
+		for (int i=0; i<n_workers; i++) {
+			list<PipelineComponentBase*> curr = merge_stages(last_rem[i], ref->second->tasksDesc);
+			// send rem stages to merged_stages
+			for (PipelineComponentBase* s : curr)
+				merged_stages[s->getId()] = s;		
+		}
 	}
 }
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp
index b4e703f..e3ca3d1 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp
@@ -58,7 +58,7 @@ int main() {
 
 std::list<cut_t> mincut::min_cut(size_t n, weight_t** adjMat) {
 	
-	_id_t a;
+	_id_t a=0;
 	cut_t cut;
 	std::list<cut_t> cuts;
 

From ea3023c2e2e95eddb58313508848ce96abeffed2 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 13 Sep 2016 17:46:49 -0300
Subject: [PATCH 36/87] Recursive version of merge-cut algorithm implemented
 and partially working (at least one case where it don't work)

---
 .../PipelineManager.cpp                       | 191 ++++++++++--------
 1 file changed, 106 insertions(+), 85 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index c025332..625ac0f 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -4,6 +4,7 @@
 #include <string>
 #include <map>
 #include <list>
+#include <vector>
 #include <regex>
 #include <cfloat>
 
@@ -1237,6 +1238,108 @@ pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> get_cut(list<Pi
 	return best_cut_pcb;
 }
 
+list<list<PipelineComponentBase*>> recursive_cut(list<PipelineComponentBase*> rem, 
+	const map<int, PipelineComponentBase*> &all_stages, int n, map<string, list<ArgumentBase*>> ref) {
+
+	list<list<PipelineComponentBase*>> last_solution;
+
+	// finishes if there is no more need for a cut (i.e n=1) or if we can't make any more cuts (i.e size=1)
+	if (n == 1 || rem.size() == 1) {
+		last_solution.emplace_back(rem);
+		cout << "retuned n=" << n << ", size=" << rem.size() << endl;
+		return last_solution;
+	}
+
+	float last_mksp = FLT_MAX;
+	float current_mksp = FLT_MAX/10;
+	list<PipelineComponentBase*> rest;
+	list<list<PipelineComponentBase*>> buckets;
+
+	cout << ">>>>>>>>>>>>>>>>>>>>>>>>>>>> " << n << " >>>>>>>>>>>>>>>>>>>>>>>>>>>>" << endl;
+	// execute while there is improvement
+	while(current_mksp < last_mksp) {
+		last_mksp = current_mksp;
+
+		// make a copy of this solution in case the next isn't better
+		last_solution = buckets;
+
+		if (rem.size() == 1) {
+			cout << "retuned state for size=1, n=" << n << ":" << endl;
+			for (list<PipelineComponentBase*> b : last_solution) {
+				cout << "\tbucket with cost " << calc_stage_proc(b, ref) << ":" << endl;
+				for (PipelineComponentBase* s : b) {
+					cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+					// for (ReusableTask* t : s->tasks) {
+					// 	cout << "\t\t\ttask " << t->getId() << ":" << t->getTaskName() << " - parent: " << t->parentTask << endl;
+					// }
+				}
+			}
+			return last_solution;
+		}
+
+		cout << "rem:" << endl;
+		for (PipelineComponentBase* s : rem) {
+			cout << "\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+		}
+		cout << "rest:" << endl;
+		for (PipelineComponentBase* s : rest) {
+			cout << "\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+		}
+
+		// cut the current bucket
+		pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> c; 
+		c = get_cut(rem, all_stages, ref);
+
+		float w1 = calc_stage_proc(c.first, ref);
+		float w2 = calc_stage_proc(c.second, ref);
+
+		list<PipelineComponentBase*> c1 = w1>=w2?c.first:c.second;
+		list<PipelineComponentBase*> c2 = w1>=w2?c.second:c.first;
+
+		cout << "cut: " << endl;
+		cout << "\tc1" << endl;
+		for (PipelineComponentBase* s : c1)
+			cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+		cout << "\tc2" << endl;
+		for (PipelineComponentBase* s : c2)
+			cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+
+		// join c2 with the remaining of rem
+		c2.insert(c2.begin(), rest.begin(), rest.end());
+
+		buckets = recursive_cut(c2, all_stages, n-1, ref);
+		buckets.emplace_back(c1);
+		
+		// recalculate current max makespan and set rem backup on last_rem
+		float mksp;
+		current_mksp = 0;
+		for (list<PipelineComponentBase*> b : buckets) {
+			mksp = calc_stage_proc(b, ref);
+			if (mksp > current_mksp)
+				current_mksp = mksp;
+		}
+
+		cout << "merged state n=" << n << ":" << endl;
+		for (list<PipelineComponentBase*> b : buckets) {
+			cout << "\tbucket with cost " << calc_stage_proc(b, ref) << ":" << endl;
+			for (PipelineComponentBase* s : b) {
+				cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+				// for (ReusableTask* t : s->tasks) {
+				// 	cout << "\t\t\ttask " << t->getId() << ":" << t->getTaskName() << " - parent: " << t->parentTask << endl;
+				// }
+			}
+		}
+
+		// set next iteration PCB lists
+		rem = c1;
+		rest = c2;
+	}
+
+	cout << "<<<<<<<<<<<<<<<<<<<<<<<<<<<< " << n << " <<<<<<<<<<<<<<<<<<<<<<<<<<<<" << endl;
+
+	return last_solution;
+}
+
 void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
 	const map<int, PipelineComponentBase*> &stages_ref, map<int, PipelineComponentBase*> &merged_stages, 
 	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int n_workers) {
@@ -1274,93 +1377,11 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 			continue;
 		}
 
-		// instantiate nedded lists for iterative cutting
-		list<PipelineComponentBase*> rem[n_workers];
-		list<PipelineComponentBase*> last_rem[n_workers];
-		int current_index;
-		float last_mksp = FLT_MAX;
-		float current_mksp = FLT_MAX/10;
-		current_index = 0;
-		rem[0] = current_stages;
-
-		// execute while there is improvement
-		while(current_mksp < last_mksp) {
-		// for (int j=0; j<10; j++) {
-			last_mksp = current_mksp;
-
-			// get the most expensive bucket on rem and set it as current
-			float worst_proc_cost = 0;
-			for (int i=0; i<n_workers; i++) {
-				float proc_cost = calc_stage_proc(rem[i], ref->second->tasksDesc);
-				if (proc_cost > worst_proc_cost && rem[i].size() > 1) {
-					worst_proc_cost = proc_cost;
-					current_index = i;
-				}
-			}
-
-			if (rem[current_index].size() < 2) {
-				break;
-			}
-
-			// cut the current bucket
-			pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> c; 
-			c = get_cut(rem[current_index], all_stages, ref->second->tasksDesc);
-
-			float w1 = calc_stage_proc(c.first, ref->second->tasksDesc);
-			float w2 = calc_stage_proc(c.second, ref->second->tasksDesc);
-
-			list<PipelineComponentBase*> c1 = w1>=w2?c.first:c.second;
-			list<PipelineComponentBase*> c2 = w1>=w2?c.second:c.first;
-
-			// sets the current rem as the most expensive cut subset
-			rem[current_index] = c1;
-			
-			// redistributes all remaining stages from least expensive cut subset to rem
-			for (PipelineComponentBase* s : c2) {
-				float best_mksp = FLT_MAX;
-				float mksp;
-				int best_bucket_index;
-				
-				// gets best bucket to add the stage s
-				for (int i=0; i<n_workers; i++) {
-					if (i != current_index) {
-						mksp = calc_stage_proc(rem[i], s, ref->second->tasksDesc);
-						if (mksp < best_mksp) {
-							best_mksp = mksp;
-							best_bucket_index = i;
-						}
-					}
-				}
-
-				// adds the stage s to best bucket
-				rem[best_bucket_index].emplace_back(s);
-			}
-
-			// recalculate current max makespan and set rem backup on last_rem
-			float mksp;
-			current_mksp = 0;
-			for (int i=0; i<n_workers; i++) {
-				mksp = calc_stage_proc(rem[i], ref->second->tasksDesc);
-				last_rem[i] = rem[i];
-				if (mksp > current_mksp)
-					current_mksp = mksp;
-			}
-
-			cout << "current merging state:" << endl;
-			for (int i=0; i<n_workers; i++) {
-				cout << "\tbucket " << i << " with cost " << calc_stage_proc(rem[i], ref->second->tasksDesc) << ":" << endl;
-				for (PipelineComponentBase* s : rem[i]) {
-					cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-					for (ReusableTask* t : s->tasks) {
-						cout << "\t\t\ttask " << t->getId() << ":" << t->getTaskName() << " - parent: " << t->parentTask << endl;
-					}
-				}
-			}
-		}
+		list<list<PipelineComponentBase*>> solution = recursive_cut(current_stages, all_stages, n_workers, ref->second->tasksDesc);
 
 		// merge all stages in each bucket, given that they are mergable
-		for (int i=0; i<n_workers; i++) {
-			list<PipelineComponentBase*> curr = merge_stages(last_rem[i], ref->second->tasksDesc);
+		for (list<PipelineComponentBase*> bucket : solution) {
+			list<PipelineComponentBase*> curr = merge_stages(bucket, ref->second->tasksDesc);
 			// send rem stages to merged_stages
 			for (PipelineComponentBase* s : curr)
 				merged_stages[s->getId()] = s;		

From 247b409a09eb861143c42362af3d695aeac5475f Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 13 Sep 2016 20:54:03 -0300
Subject: [PATCH 37/87] Getting rid of memory leaks.

---
 runtime/Argument.cpp                          |  10 +-
 runtime/PipelineComponentBase.h               |   3 +
 runtime/regiontemplates/RegionTemplate.cpp    |   2 +-
 .../PipelineManager.cpp                       | 224 +++++++++++-------
 4 files changed, 146 insertions(+), 93 deletions(-)

diff --git a/runtime/Argument.cpp b/runtime/Argument.cpp
index b68b1e6..251b163 100644
--- a/runtime/Argument.cpp
+++ b/runtime/Argument.cpp
@@ -209,7 +209,7 @@ ArgumentBase* ArgumentString::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 	return retValue;
 }
 
@@ -294,7 +294,7 @@ ArgumentBase* ArgumentInt::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 	return retValue;
 }
 
@@ -363,7 +363,7 @@ ArgumentBase* ArgumentFloat::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 	return retValue;
 }
 
@@ -469,7 +469,7 @@ ArgumentBase* ArgumentFloatArray::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 	return retValue;
 }
 
@@ -546,7 +546,7 @@ ArgumentBase* ArgumentRT::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 	return retValue;
 }
 
diff --git a/runtime/PipelineComponentBase.h b/runtime/PipelineComponentBase.h
index 46c3433..fc52afb 100644
--- a/runtime/PipelineComponentBase.h
+++ b/runtime/PipelineComponentBase.h
@@ -172,6 +172,9 @@ class PipelineComponentBase: public Task {
 
 	PipelineComponentBase* reused;
 
+	// needed for inter stage dependency verification on task merging
+	std::vector<ArgumentBase*> getArguments() {return arguments;};
+
 	void printTasks();
 
 	// makespan cost 
diff --git a/runtime/regiontemplates/RegionTemplate.cpp b/runtime/regiontemplates/RegionTemplate.cpp
index 2c22377..417a2eb 100644
--- a/runtime/regiontemplates/RegionTemplate.cpp
+++ b/runtime/regiontemplates/RegionTemplate.cpp
@@ -271,7 +271,7 @@ int RegionTemplate::deserialize(char* buff) {
 	// Extract number of data regions
 	int regionSize = ((int*)(buff+deserialized_bytes))[0];
 	deserialized_bytes += sizeof(int);
-	std::cout << "\tnDataRegions deserialize:"<< regionSize << std::endl;
+	// std::cout << "\tnDataRegions deserialize:"<< regionSize << std::endl;
 	// extract each of the data regions
 	for(int i = 0; i < regionSize; i++){
 		// create data region: assuming that it is a 2D. Might not be the case.
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 625ac0f..27183c8 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -122,7 +122,7 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	// Tell the system which libraries should be used
-	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
 	// region template used by all stages
 	RegionTemplate *rt = new RegionTemplate();
@@ -247,8 +247,12 @@ int main(int argc, char* argv[]) {
 	// 	cout << "\t" << p.first << ":" << p.second->getName() << " = " 
 	// 		<< p.second->toString() << " sized: " << p.second->size() << endl;
 
+	// add arguments to each stage
+	cout << endl << "add_arguments_to_stages" << endl;
+	add_arguments_to_stages(expanded_stages, expanded_args, rt);
+
 	map<int, PipelineComponentBase*> merged_stages;
-	int size = 4;
+	int size = 6;
 	// MPI_Comm_size(MPI_COMM_WORLD, &size);
 	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size);
 
@@ -272,13 +276,6 @@ int main(int argc, char* argv[]) {
 	cout << endl << "generate_drs" << endl;
 	generate_drs(rt, expanded_args);
 
-	// RegionTemplateCollection* rts;
-	// rts = RTFromFiles(inputFolderPath);
-
-	// add arguments to each stage
-	cout << endl << "add_arguments_to_stages" << endl;
-	add_arguments_to_stages(merged_stages, expanded_args, rt);
-
 	// add all stages to manager
 	cout << endl << "executeComponent" << endl;
 	for (pair<int, PipelineComponentBase*> s : merged_stages) {
@@ -929,17 +926,31 @@ bool exists_reusable_task(PipelineComponentBase* merged, PipelineComponentBase*
 }
 
 // for the meantime the mearging will happen whenever at least the first task is reusable
-bool merging_condition(PipelineComponentBase* merged, PipelineComponentBase* to_merge, map<string, list<ArgumentBase*>> ref) {
+bool merging_condition(PipelineComponentBase* merged, PipelineComponentBase* to_merge, 
+	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
 	
 	// compatibility with stages that dont implement task reuse
 	if (ref.size() == 0)
 		return false;
 
 	// verify if the first task is reusable
-	if (exists_reusable_task(merged, to_merge, ref.begin()->first))
-		return true;
-	else
+	if (!exists_reusable_task(merged, to_merge, ref.begin()->first))
 		return false;
+
+	// verify if the stage dependecy is the same
+	for (ArgumentBase* a1 : merged->getArguments()) {
+		ArgumentBase* arg1 = args[a1->getId()];
+		if (arg1->getParent() != 0) {
+			for (ArgumentBase* a2 : to_merge->getArguments()) {
+				ArgumentBase* arg2 = args[a2->getId()];
+				if (arg1->getParent() == arg2->getParent()) {
+					return true;
+				}
+			}
+		}
+	}
+
+	return false;
 }
 
 // filters all the stages from an input map by the stage's name
@@ -1003,7 +1014,7 @@ list<ReusableTask*> find_tasks(list<ReusableTask*> l, string name) {
 }
 
 void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<string, list<ArgumentBase*>> ref) {
-	
+
 	s->reused = current;
 
 	ReusableTask* current_frontier_reusable_tasks;
@@ -1044,7 +1055,9 @@ void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<
 	}
 }
 
-list<PipelineComponentBase*> merge_stages(list<PipelineComponentBase*> stages, map<string, list<ArgumentBase*>> ref) {
+list<PipelineComponentBase*> merge_stages(list<PipelineComponentBase*> stages, 
+	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
+
 	if (stages.size() == 1)
 		return stages;
 
@@ -1052,7 +1065,7 @@ list<PipelineComponentBase*> merge_stages(list<PipelineComponentBase*> stages, m
 	
 	for (; i!=stages.end(); i++) {
 		for (list<PipelineComponentBase*>::iterator j = next(i); j!=stages.end();) {
-			if (merging_condition(*i, *j, ref)) {
+			if (merging_condition(*i, *j, args, ref)) {
 				merge_stages(*i, *j, ref);
 				j = stages.erase(j);
 			} else
@@ -1063,17 +1076,29 @@ list<PipelineComponentBase*> merge_stages(list<PipelineComponentBase*> stages, m
 	return stages;
 }
 
-mincut::weight_t get_reuse_factor(PipelineComponentBase* s1, PipelineComponentBase* s2, map<string, list<ArgumentBase*>> ref) {
+mincut::weight_t get_reuse_factor(PipelineComponentBase* s1, PipelineComponentBase* s2, 
+	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
+
+	if (!merging_condition(s1, s2, args, ref))
+		return 0;
+
 	PipelineComponentBase* s1_clone = s1->clone();
 	PipelineComponentBase* s2_clone = s2->clone();
 
 	merge_stages(s1_clone, s2_clone, ref);
 
-	return s1->tasks.size() + s2->tasks.size() - s1_clone->tasks.size();
+	mincut::weight_t ret = s1->tasks.size() + s2->tasks.size() - s1_clone->tasks.size();
+
+	// clean memory
+	delete s1_clone;
+	delete s2_clone;
+
+	return ret;
 }
 
 int get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2, map<size_t, int> id2task,  
-	map<int, PipelineComponentBase*> current_stages, map<string, list<ArgumentBase*>> ref) {
+	map<int, PipelineComponentBase*> current_stages, map<int, ArgumentBase*> &args,
+	map<string, list<ArgumentBase*>> ref) {
 
 	// get the first stage as a base stage
 	mincut::subgraph_t::iterator s1_it = s1.begin();
@@ -1081,10 +1106,11 @@ int get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2, map<size_t, i
 	s1_it++;
 	for (; s1_it!=s1.end(); s1_it++) {
 		PipelineComponentBase* clone1 = current_stages[id2task[*s1_it]]->clone();
-		if (merging_condition(current1, clone1, ref))
+		if (merging_condition(current1, clone1, args, ref))
 			merge_stages(current1, clone1, ref);
 		else 
 			current1->tasks.insert(current1->tasks.begin(), clone1->tasks.begin(), clone1->tasks.end());
+		delete clone1;
 	}
 
 	// get the first stage as a base stage
@@ -1092,23 +1118,31 @@ int get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2, map<size_t, i
 	PipelineComponentBase* current2 = current_stages[id2task[(*s2_it)]]->clone();
 	for (s2_it++; s2_it!=s2.end(); s2_it++) {
 		PipelineComponentBase* clone2 = current_stages[id2task[*s2_it]]->clone();
-		if (merging_condition(current2, clone2, ref))
+		if (merging_condition(current2, clone2, args, ref))
 			merge_stages(current2, clone2, ref);
 		else 
 			current2->tasks.insert(current2->tasks.begin(), clone2->tasks.begin(), clone2->tasks.end());
+		delete clone2;
 	}
 
-	return current1->tasks.size()>current2->tasks.size()?current1->tasks.size():current2->tasks.size();
+	int ret = current1->tasks.size()>current2->tasks.size()?current1->tasks.size():current2->tasks.size();
+
+	// clear memory
+	delete current1;
+
+	return ret;
 }
 
-float calc_stage_proc(list<PipelineComponentBase*> s, map<string, list<ArgumentBase*>> ref) {
+float calc_stage_proc(list<PipelineComponentBase*> s, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
 	list<PipelineComponentBase*>::iterator i = s.begin();
 
 	for (; i!=s.end(); i++) {
 		PipelineComponentBase* current = (*i)->clone();
 		for (list<PipelineComponentBase*>::iterator j = next(i); j!=s.end();) {
-			if (merging_condition(*i, *j, ref)) {
-				merge_stages(current, (*j)->clone(), ref);
+			if (merging_condition(*i, *j, args, ref)) {
+				PipelineComponentBase* j_clone = (*j)->clone();
+				merge_stages(current, j_clone, ref);
+				delete j_clone;
 				j = s.erase(j);
 			} else
 				j++;
@@ -1117,52 +1151,61 @@ float calc_stage_proc(list<PipelineComponentBase*> s, map<string, list<ArgumentB
 	}
 
 	float proc_cost = 0;
-	for (PipelineComponentBase* p : s)
+	for (PipelineComponentBase* p : s) {
 		for (ReusableTask* t : p->tasks)
 			// proc_cost += t->getProcCost();
 			proc_cost++;
+		delete p;
+	}
 
 	return proc_cost;
 }
 
 // just add PCB s symbolicaly and calc the cost with stages
-float calc_stage_proc(list<PipelineComponentBase*> stages, PipelineComponentBase* s, map<string, list<ArgumentBase*>> ref) {
+float calc_stage_proc(list<PipelineComponentBase*> stages, PipelineComponentBase* s, map<int, ArgumentBase*> &args, 
+	map<string, list<ArgumentBase*>> ref) {
 	stages.emplace_back(s);
-	return calc_stage_proc(stages, ref);
+	return calc_stage_proc(stages, args, ref);
 }
 
-float calc_stage_mem(list<PipelineComponentBase*> s, map<string, list<ArgumentBase*>> ref) {
+float calc_stage_mem(list<PipelineComponentBase*> s, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
 	list<PipelineComponentBase*>::iterator i = s.begin();
 
 	for (; i!=s.end(); i++) {
 		PipelineComponentBase* current = (*i)->clone();
 		for (list<PipelineComponentBase*>::iterator j = next(i); j!=s.end();) {
-			if (merging_condition(*i, *j, ref)) {
-				merge_stages(current, (*j)->clone(), ref);
+			if (merging_condition(*i, *j, args, ref)) {
+				PipelineComponentBase* j_clone = (*j)->clone();
+				merge_stages(current, j_clone, ref);
 				j = s.erase(j);
+				delete j_clone;
 			} else
 				j++;
 		}
 	}
 
 	float mem_cost = 0;
-	for (PipelineComponentBase* p : s)
+	for (PipelineComponentBase* p : s) {
 		for (ReusableTask* t : p->tasks)
 			// mem_cost += t->getMemCost();
 			mem_cost+=0;
+		delete p;
+	}
 
 	return mem_cost;
 }
 
-bool cutting_condition(list<PipelineComponentBase*> current, float nrS_mksp, float max_mem, map<string, list<ArgumentBase*>> ref) {
-	if (calc_stage_proc(current, ref) > nrS_mksp || calc_stage_mem(current, ref) > max_mem)
+bool cutting_condition(list<PipelineComponentBase*> current, float nrS_mksp, float max_mem, 
+	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
+
+	if (calc_stage_proc(current, args, ref) > nrS_mksp || calc_stage_mem(current, args, ref) > max_mem)
 		return true;
 	else
 		return false;
 }
 
 pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> get_cut(list<PipelineComponentBase*> current_stages, 
-	const map<int, PipelineComponentBase*> &all_stages, map<string, list<ArgumentBase*>> ref) {
+	const map<int, PipelineComponentBase*> &all_stages, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
 
 	// generate the reuse matrix and the map real-task to min-cut id
 	size_t id = 0;
@@ -1183,7 +1226,7 @@ pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> get_cut(list<Pi
 			if (id == id_j)
 				adjMat[id][id] = 0;
 			else {
-				adjMat[id][id_j] = get_reuse_factor(*s1, *s2, ref);
+				adjMat[id][id_j] = get_reuse_factor(*s1, *s2, args, ref);
 				adjMat[id_j][id] = adjMat[id][id_j];
 			}
 		}
@@ -1200,7 +1243,7 @@ pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> get_cut(list<Pi
 	mincut::cut_t best_cut = cuts.front();
 	mincut::weight_t best_weight = mincut::_cut_w(best_cut);
 	int best_num_tasks = get_reuse_factor(mincut::_cut_s1(best_cut), mincut::_cut_s2(best_cut), 
-		id2task, all_stages, ref);
+		id2task, all_stages, args, ref);
 	mincut::weight_t r;
 
 	for (mincut::cut_t c : cuts) {
@@ -1218,11 +1261,11 @@ pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> get_cut(list<Pi
 			best_cut = c;
 			best_weight = mincut::_cut_w(c);
 			best_num_tasks = get_reuse_factor(mincut::_cut_s1(c), mincut::_cut_s2(c), 
-				id2task, all_stages, ref);
+				id2task, all_stages, args, ref);
 		} 
 		// updates min cut if the weight are the same but this cut is more balanced
 		else if (mincut::_cut_w(c) == best_weight && (r = get_reuse_factor(mincut::_cut_s1(c), 
-				mincut::_cut_s2(c), id2task, all_stages, ref)) < best_num_tasks) {
+				mincut::_cut_s2(c), id2task, all_stages, args, ref)) < best_num_tasks) {
 			best_cut = c;
 			best_num_tasks = r;
 		}
@@ -1235,18 +1278,24 @@ pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> get_cut(list<Pi
 	for (mincut::_id_t i : mincut::_cut_s2(best_cut))
 		best_cut_pcb.second.emplace_back(all_stages.at(id2task[i]));
 
+	// clean adjMat
+	for (size_t i=0; i<n; i++) {
+		delete[] adjMat[i];
+	}
+	delete[] adjMat;
+
 	return best_cut_pcb;
 }
 
-list<list<PipelineComponentBase*>> recursive_cut(list<PipelineComponentBase*> rem, 
-	const map<int, PipelineComponentBase*> &all_stages, int n, map<string, list<ArgumentBase*>> ref) {
+list<list<PipelineComponentBase*>> recursive_cut(list<PipelineComponentBase*> rem, const map<int, PipelineComponentBase*> &all_stages, 
+	int n, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
 
 	list<list<PipelineComponentBase*>> last_solution;
 
 	// finishes if there is no more need for a cut (i.e n=1) or if we can't make any more cuts (i.e size=1)
 	if (n == 1 || rem.size() == 1) {
 		last_solution.emplace_back(rem);
-		cout << "retuned n=" << n << ", size=" << rem.size() << endl;
+		// cout << "retuned n=" << n << ", size=" << rem.size() << endl;
 		return last_solution;
 	}
 
@@ -1255,7 +1304,6 @@ list<list<PipelineComponentBase*>> recursive_cut(list<PipelineComponentBase*> re
 	list<PipelineComponentBase*> rest;
 	list<list<PipelineComponentBase*>> buckets;
 
-	cout << ">>>>>>>>>>>>>>>>>>>>>>>>>>>> " << n << " >>>>>>>>>>>>>>>>>>>>>>>>>>>>" << endl;
 	// execute while there is improvement
 	while(current_mksp < last_mksp) {
 		last_mksp = current_mksp;
@@ -1264,79 +1312,71 @@ list<list<PipelineComponentBase*>> recursive_cut(list<PipelineComponentBase*> re
 		last_solution = buckets;
 
 		if (rem.size() == 1) {
-			cout << "retuned state for size=1, n=" << n << ":" << endl;
-			for (list<PipelineComponentBase*> b : last_solution) {
-				cout << "\tbucket with cost " << calc_stage_proc(b, ref) << ":" << endl;
-				for (PipelineComponentBase* s : b) {
-					cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-					// for (ReusableTask* t : s->tasks) {
-					// 	cout << "\t\t\ttask " << t->getId() << ":" << t->getTaskName() << " - parent: " << t->parentTask << endl;
-					// }
-				}
-			}
+			// cout << "retuned state for size=1, n=" << n << ":" << endl;
+			// for (list<PipelineComponentBase*> b : last_solution) {
+			// 	cout << "\tbucket with cost " << calc_stage_proc(b, ref) << ":" << endl;
+			// 	for (PipelineComponentBase* s : b) {
+			// 		cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+			// 	}
+			// }
 			return last_solution;
 		}
 
-		cout << "rem:" << endl;
-		for (PipelineComponentBase* s : rem) {
-			cout << "\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-		}
-		cout << "rest:" << endl;
-		for (PipelineComponentBase* s : rest) {
-			cout << "\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-		}
+		// cout << "rem:" << endl;
+		// for (PipelineComponentBase* s : rem) {
+		// 	cout << "\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+		// }
+		// cout << "rest:" << endl;
+		// for (PipelineComponentBase* s : rest) {
+		// 	cout << "\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+		// }
 
 		// cut the current bucket
 		pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> c; 
-		c = get_cut(rem, all_stages, ref);
+		c = get_cut(rem, all_stages, args, ref);
 
-		float w1 = calc_stage_proc(c.first, ref);
-		float w2 = calc_stage_proc(c.second, ref);
+		float w1 = calc_stage_proc(c.first, args, ref);
+		float w2 = calc_stage_proc(c.second, args, ref);
 
 		list<PipelineComponentBase*> c1 = w1>=w2?c.first:c.second;
 		list<PipelineComponentBase*> c2 = w1>=w2?c.second:c.first;
 
-		cout << "cut: " << endl;
-		cout << "\tc1" << endl;
-		for (PipelineComponentBase* s : c1)
-			cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-		cout << "\tc2" << endl;
-		for (PipelineComponentBase* s : c2)
-			cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+		// cout << "cut: " << endl;
+		// cout << "\tc1" << endl;
+		// for (PipelineComponentBase* s : c1)
+		// 	cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+		// cout << "\tc2" << endl;
+		// for (PipelineComponentBase* s : c2)
+		// 	cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
 
 		// join c2 with the remaining of rem
 		c2.insert(c2.begin(), rest.begin(), rest.end());
 
-		buckets = recursive_cut(c2, all_stages, n-1, ref);
+		buckets = recursive_cut(c2, all_stages, n-1, args, ref);
 		buckets.emplace_back(c1);
 		
 		// recalculate current max makespan and set rem backup on last_rem
 		float mksp;
 		current_mksp = 0;
 		for (list<PipelineComponentBase*> b : buckets) {
-			mksp = calc_stage_proc(b, ref);
+			mksp = calc_stage_proc(b, args, ref);
 			if (mksp > current_mksp)
 				current_mksp = mksp;
 		}
 
-		cout << "merged state n=" << n << ":" << endl;
-		for (list<PipelineComponentBase*> b : buckets) {
-			cout << "\tbucket with cost " << calc_stage_proc(b, ref) << ":" << endl;
-			for (PipelineComponentBase* s : b) {
-				cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-				// for (ReusableTask* t : s->tasks) {
-				// 	cout << "\t\t\ttask " << t->getId() << ":" << t->getTaskName() << " - parent: " << t->parentTask << endl;
-				// }
-			}
-		}
+		// cout << "merged state n=" << n << ":" << endl;
+		// for (list<PipelineComponentBase*> b : buckets) {
+		// 	cout << "\tbucket with cost " << calc_stage_proc(b, args, ref) << ":" << endl;
+		// 	for (PipelineComponentBase* s : b) {
+		// 		cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+		// 	}
+		// }
 
 		// set next iteration PCB lists
 		rem = c1;
 		rest = c2;
 	}
 
-	cout << "<<<<<<<<<<<<<<<<<<<<<<<<<<<< " << n << " <<<<<<<<<<<<<<<<<<<<<<<<<<<<" << endl;
-
 	return last_solution;
 }
 
@@ -1377,11 +1417,21 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 			continue;
 		}
 
-		list<list<PipelineComponentBase*>> solution = recursive_cut(current_stages, all_stages, n_workers, ref->second->tasksDesc);
+		list<list<PipelineComponentBase*>> solution = recursive_cut(current_stages, all_stages, 
+			n_workers, expanded_args, ref->second->tasksDesc);
+
+		cout << "solution:" << endl;
+		for (list<PipelineComponentBase*> b : solution) {
+			cout << "\tbucket with " << b.size() << " stages and cost "
+				<< calc_stage_proc(b, expanded_args, ref->second->tasksDesc) << ":" << endl;
+			for (PipelineComponentBase* s : b) {
+				cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+			}
+		}
 
 		// merge all stages in each bucket, given that they are mergable
 		for (list<PipelineComponentBase*> bucket : solution) {
-			list<PipelineComponentBase*> curr = merge_stages(bucket, ref->second->tasksDesc);
+			list<PipelineComponentBase*> curr = merge_stages(bucket, expanded_args, ref->second->tasksDesc);
 			// send rem stages to merged_stages
 			for (PipelineComponentBase* s : curr)
 				merged_stages[s->getId()] = s;		

From 39e689531f439037ff22c0a1bc612ccb128a4872 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Wed, 14 Sep 2016 09:44:04 -0300
Subject: [PATCH 38/87] All memory leaks fixed. The execution part of the
 application, however, is broken now due to double frees and/or args/rts
 deleted to early.

---
 runtime/PipelineComponentBase.cpp             | 10 ++++++
 runtime/regiontemplates/DenseDataRegion2D.cpp |  2 +-
 .../RTPipelineComponentBase.cpp               |  4 +--
 .../PipelineManager.cpp                       | 22 ++++++++++---
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 31 +++++++++++--------
 5 files changed, 49 insertions(+), 20 deletions(-)

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index 064d79f..9ec295f 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -42,6 +42,16 @@ PipelineComponentBase::~PipelineComponentBase() {
 		}
 	}
 	if(resultData != NULL) free(resultData);
+
+	for (std::map<std::string, std::list<ArgumentBase*> >::iterator p=tasksDesc.begin(); p!=tasksDesc.end(); p++) {
+		for (std::list<ArgumentBase*>::iterator a=p->second.begin(); a!=p->second.end(); a++) {
+			delete *a;
+		}
+	}
+
+	for (std::list<ReusableTask*>::iterator t=tasks.begin(); t!=tasks.end(); t++) {
+		delete *t;
+	}
 }
 
 void PipelineComponentBase::addArgument(ArgumentBase *arg)
diff --git a/runtime/regiontemplates/DenseDataRegion2D.cpp b/runtime/regiontemplates/DenseDataRegion2D.cpp
index 61b7e8d..98b89f2 100644
--- a/runtime/regiontemplates/DenseDataRegion2D.cpp
+++ b/runtime/regiontemplates/DenseDataRegion2D.cpp
@@ -18,7 +18,7 @@ DenseDataRegion2D::~DenseDataRegion2D() {
 		it->second.release();
 	}
 #ifdef DEBUG
-	std::cout << "DDR2D destructor:"<< this->getName() << ":"<< this->getId()<< std::endl;
+	// std::cout << "DDR2D destructor:"<< this->getName() << ":"<< this->getId()<< std::endl;
 #endif
 	this->dataCPU.release();
 }
diff --git a/runtime/regiontemplates/RTPipelineComponentBase.cpp b/runtime/regiontemplates/RTPipelineComponentBase.cpp
index b63de44..fafbe33 100644
--- a/runtime/regiontemplates/RTPipelineComponentBase.cpp
+++ b/runtime/regiontemplates/RTPipelineComponentBase.cpp
@@ -25,7 +25,7 @@ RTPipelineComponentBase::~RTPipelineComponentBase() {
 	// the same region templates
 	if(this->getLocation() == PipelineComponentBase::WORKER_SIDE){
 #ifdef DEBUG
-		std::cout << "~RTPipelineComponentBase: nRegionTemplates: " << this->regionTemplates.size() << std::endl;
+		// std::cout << "~RTPipelineComponentBase: nRegionTemplates: " << this->regionTemplates.size() << std::endl;
 #endif
 		std::map<std::string, RegionTemplate*>::iterator rtIt =  this->regionTemplates.begin();
 		for(; rtIt != this->regionTemplates.end(); rtIt++){
@@ -219,7 +219,7 @@ PipelineComponentBase* RTPipelineComponentBase::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 	return retValue;
 }
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 27183c8..97057c3 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -294,6 +294,7 @@ int main(int argc, char* argv[]) {
 			sysEnv.executeComponent(s.second);
 		}
 	}
+	// return 0;
 
 	// execute workflows
 	cout << endl << "startupExecution" << endl;
@@ -1041,6 +1042,9 @@ void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<
 		if (!reusable) {
 			break;
 		}
+
+		// free t_s since it was reused
+		delete t_s;
 	}
 
 	// updates the first non-reusable task dependency
@@ -1053,6 +1057,9 @@ void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<
 	for (; p!=ref.end(); p++) {
 		current->tasks.emplace_front(find_task(s->tasks, p->first));
 	}
+
+	// remove all tasks references since they were either deleted above or have been sent to current
+	s->tasks.clear();
 }
 
 list<PipelineComponentBase*> merge_stages(list<PipelineComponentBase*> stages, 
@@ -1108,8 +1115,11 @@ int get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2, map<size_t, i
 		PipelineComponentBase* clone1 = current_stages[id2task[*s1_it]]->clone();
 		if (merging_condition(current1, clone1, args, ref))
 			merge_stages(current1, clone1, ref);
-		else 
-			current1->tasks.insert(current1->tasks.begin(), clone1->tasks.begin(), clone1->tasks.end());
+		else {
+			for (ReusableTask* t : clone1->tasks) {
+				current1->tasks.emplace_back(t->clone());
+			}
+		} 
 		delete clone1;
 	}
 
@@ -1121,7 +1131,9 @@ int get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2, map<size_t, i
 		if (merging_condition(current2, clone2, args, ref))
 			merge_stages(current2, clone2, ref);
 		else 
-			current2->tasks.insert(current2->tasks.begin(), clone2->tasks.begin(), clone2->tasks.end());
+			for (ReusableTask* t : clone2->tasks) {
+				current2->tasks.emplace_back(t->clone());
+			}
 		delete clone2;
 	}
 
@@ -1129,12 +1141,14 @@ int get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2, map<size_t, i
 
 	// clear memory
 	delete current1;
+	delete current2;
 
 	return ret;
 }
 
 float calc_stage_proc(list<PipelineComponentBase*> s, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
 	list<PipelineComponentBase*>::iterator i = s.begin();
+	
 
 	for (; i!=s.end(); i++) {
 		PipelineComponentBase* current = (*i)->clone();
@@ -1393,7 +1407,7 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 		// generate all tasks
 		int nrS = 0;
 		double max_nrS_mksp = 0;
-		for (list<PipelineComponentBase*>::iterator s=current_stages.begin(); s!= current_stages.end(); ) {
+		for (list<PipelineComponentBase*>::iterator s=current_stages.begin(); s!=current_stages.end(); ) {
 			// if the stage isn't composed of reusable tasks then 
 			(*s)->tasks = task_generator(ref->second->tasksDesc, *s, rt, expanded_args);
 			if ((*s)->tasks.size() == 0) {
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index ebbeaee..1569458 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -207,7 +207,8 @@ TaskSegmentation0::TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* i
 
 TaskSegmentation0::~TaskSegmentation0() {
 	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
-
+	delete bgr;
+	delete rbc;
 }
 
 bool TaskSegmentation0::run(int procType, int tid) {
@@ -398,7 +399,7 @@ ReusableTask* TaskSegmentation0::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }
@@ -454,7 +455,9 @@ TaskSegmentation1::TaskSegmentation1(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation1::~TaskSegmentation1() {
-
+	delete rc;
+	delete rc_recon;
+	delete rc_open;
 }
 
 bool TaskSegmentation1::run(int procType, int tid) {
@@ -571,7 +574,7 @@ ReusableTask* TaskSegmentation1::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }
@@ -626,7 +629,8 @@ TaskSegmentation2::TaskSegmentation2(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation2::~TaskSegmentation2() {
-
+	delete bw1;
+	delete diffIm;
 }
 
 bool TaskSegmentation2::run(int procType, int tid) {
@@ -756,7 +760,7 @@ ReusableTask* TaskSegmentation2::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }
@@ -810,7 +814,7 @@ TaskSegmentation3::TaskSegmentation3(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation3::~TaskSegmentation3() {
-
+	delete bw1_t;
 }
 
 bool TaskSegmentation3::run(int procType, int tid) {
@@ -937,7 +941,7 @@ ReusableTask* TaskSegmentation3::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }
@@ -986,7 +990,7 @@ TaskSegmentation4::TaskSegmentation4(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation4::~TaskSegmentation4() {
-
+	delete seg_open;
 }
 
 bool TaskSegmentation4::run(int procType, int tid) {
@@ -1103,7 +1107,7 @@ ReusableTask* TaskSegmentation4::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }
@@ -1168,6 +1172,7 @@ TaskSegmentation5::TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* i
 TaskSegmentation5::~TaskSegmentation5() {
 	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
 
+	delete seg_nonoverlap;
 }
 
 bool TaskSegmentation5::run(int procType, int tid) {
@@ -1329,7 +1334,7 @@ ReusableTask* TaskSegmentation5::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }
@@ -1396,7 +1401,7 @@ TaskSegmentation6::TaskSegmentation6(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation6::~TaskSegmentation6() {
-
+	delete segmented_rt_temp;
 }
 
 bool TaskSegmentation6::run(int procType, int tid) {
@@ -1564,7 +1569,7 @@ ReusableTask* TaskSegmentation6::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }

From 1bb49581d11c6ac13a11023130d796064b700f11 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Wed, 14 Sep 2016 09:47:37 -0300
Subject: [PATCH 39/87] Application fully working.

In order to do such a memory leakage was reinserted:
On Segmentation, the tasks instantiate cvMat's as intertask
arguments. These arguments were being deleted on the task
destructor. However, the cvMat's were being destroyed before
they were used by the next task.

Also, we can't just do the delete on the next task since it's
possible for another task to have the same dependency.
---
 runtime/PipelineComponentBase.cpp             | 11 ++++++++++
 .../RTPipelineComponentBase.cpp               |  2 +-
 .../PipelineManager.cpp                       | 15 +++++++++++--
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 22 +++++++++----------
 4 files changed, 36 insertions(+), 14 deletions(-)

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index 9ec295f..7b64788 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -139,6 +139,9 @@ int PipelineComponentBase::size()
 	// To store the size of the name
 	size_bytes += sizeof(int);
 
+	// To store the location
+	size_bytes += sizeof(int);
+
 	// The proper name of the component class
 	size_bytes += this->getComponentName().size() * sizeof(char);
 
@@ -195,6 +198,10 @@ int PipelineComponentBase::serialize(char *buff)
 	memcpy(buff+serialized_bytes, this->getComponentName().c_str(), name_size*sizeof(char) );
 	serialized_bytes+=name_size*sizeof(char);
 
+	// Copy location to buffer
+	memcpy(buff+serialized_bytes, &location, sizeof(int));
+	serialized_bytes+=sizeof(int);
+
 	// Copy size of result data size
 	memcpy(buff+serialized_bytes, &resultDataSize, sizeof(int));
 	serialized_bytes+=sizeof(int);
@@ -284,6 +291,10 @@ int PipelineComponentBase::deserialize(char *buff)
 	// set the component name
 	this->setComponentName(component_name);
 
+	// Extract the location
+	this->setLocation((((int*)(buff+deserialized_bytes))[0]));
+	deserialized_bytes+=sizeof(int);
+
 	// Deserialize result data size
 	this->resultDataSize = ((int*)(buff+deserialized_bytes))[0];
 	deserialized_bytes+=sizeof(int);
diff --git a/runtime/regiontemplates/RTPipelineComponentBase.cpp b/runtime/regiontemplates/RTPipelineComponentBase.cpp
index fafbe33..6182d33 100644
--- a/runtime/regiontemplates/RTPipelineComponentBase.cpp
+++ b/runtime/regiontemplates/RTPipelineComponentBase.cpp
@@ -30,7 +30,7 @@ RTPipelineComponentBase::~RTPipelineComponentBase() {
 		std::map<std::string, RegionTemplate*>::iterator rtIt =  this->regionTemplates.begin();
 		for(; rtIt != this->regionTemplates.end(); rtIt++){
 			RegionTemplate *rt = rtIt->second;
-			delete rt;
+			// delete rt;
 		}
 	}
 }
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 97057c3..f4fb786 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -253,8 +253,8 @@ int main(int argc, char* argv[]) {
 
 	map<int, PipelineComponentBase*> merged_stages;
 	int size = 6;
-	// MPI_Comm_size(MPI_COMM_WORLD, &size);
-	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size);
+	MPI_Comm_size(MPI_COMM_WORLD, &size);
+	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size-1);
 
 	cout << endl<< "merged-fine: " << endl;
 	for (pair<int, PipelineComponentBase*> p : merged_stages) {
@@ -291,6 +291,10 @@ int main(int argc, char* argv[]) {
 				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
 					<< expanded_args[i]->toString() << endl;
 			((Task*)s.second)->setId(s.second->getId());
+
+			// workaround to make sure that the RTs, if any, won't leak on this part of the algorithm
+			s.second->setLocation(PipelineComponentBase::MANAGER_SIDE);
+
 			sysEnv.executeComponent(s.second);
 		}
 	}
@@ -594,6 +598,9 @@ void get_stages_from_file(FILE* workflow_descriptor,
 		PipelineComponentBase* stage = PipelineComponentBase::ComponentFactory::getComponentFactory(command)();
 		stage->setName(name);
 
+		// workaround to make sure that the RTs, if any, won't leak on the mearging part of the algorithm
+		stage->setLocation(PipelineComponentBase::WORKER_SIDE);
+
 		// get outputs and add them to the map of arguments
 		// list<string> inputs = get_workflow_ports(workflow_descriptor, "inputPorts");
 		// cout << "outputs:" << endl;
@@ -1378,6 +1385,10 @@ list<list<PipelineComponentBase*>> recursive_cut(list<PipelineComponentBase*> re
 				current_mksp = mksp;
 		}
 
+		for (int i=0; i<n-2; i++)
+			cout << "\t";
+		cout << "mksp: " << current_mksp << endl;
+
 		// cout << "merged state n=" << n << ":" << endl;
 		// for (list<PipelineComponentBase*> b : buckets) {
 		// 	cout << "\tbucket with cost " << calc_stage_proc(b, args, ref) << ":" << endl;
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 1569458..c498d3a 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -207,8 +207,8 @@ TaskSegmentation0::TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* i
 
 TaskSegmentation0::~TaskSegmentation0() {
 	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
-	delete bgr;
-	delete rbc;
+	// delete bgr;
+	// delete rbc;
 }
 
 bool TaskSegmentation0::run(int procType, int tid) {
@@ -455,9 +455,9 @@ TaskSegmentation1::TaskSegmentation1(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation1::~TaskSegmentation1() {
-	delete rc;
-	delete rc_recon;
-	delete rc_open;
+	// delete rc;
+	// delete rc_recon;
+	// delete rc_open;
 }
 
 bool TaskSegmentation1::run(int procType, int tid) {
@@ -629,8 +629,8 @@ TaskSegmentation2::TaskSegmentation2(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation2::~TaskSegmentation2() {
-	delete bw1;
-	delete diffIm;
+	// delete bw1;
+	// delete diffIm;
 }
 
 bool TaskSegmentation2::run(int procType, int tid) {
@@ -814,7 +814,7 @@ TaskSegmentation3::TaskSegmentation3(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation3::~TaskSegmentation3() {
-	delete bw1_t;
+	// delete bw1_t;
 }
 
 bool TaskSegmentation3::run(int procType, int tid) {
@@ -990,7 +990,7 @@ TaskSegmentation4::TaskSegmentation4(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation4::~TaskSegmentation4() {
-	delete seg_open;
+	// delete seg_open;
 }
 
 bool TaskSegmentation4::run(int procType, int tid) {
@@ -1172,7 +1172,7 @@ TaskSegmentation5::TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* i
 TaskSegmentation5::~TaskSegmentation5() {
 	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
 
-	delete seg_nonoverlap;
+	// delete seg_nonoverlap;
 }
 
 bool TaskSegmentation5::run(int procType, int tid) {
@@ -1401,7 +1401,7 @@ TaskSegmentation6::TaskSegmentation6(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation6::~TaskSegmentation6() {
-	delete segmented_rt_temp;
+	// delete segmented_rt_temp;
 }
 
 bool TaskSegmentation6::run(int procType, int tid) {

From f5fc3f688f38a1df9f72864dbae388bde376095a Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Wed, 14 Sep 2016 16:50:25 -0300
Subject: [PATCH 40/87] Recursive montecarlo implementation created.

This implementation goal is to outperform the full recursive cutting
algorithm execution time. The solution, however, won't be the 'best'
solution (as it was especulated that the full recursive algorithm had
such performance).

In order to test with larger test sets (71 stages on 5 workers) the
memory leak problem (intertask cvMat's) was re-fixed, thereby,
breaking the execution stage.
---
 .../PipelineManager.cpp                       | 168 +++++++++++++++++-
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp |  22 +--
 2 files changed, 175 insertions(+), 15 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index f4fb786..f6f9531 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -122,7 +122,7 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	// Tell the system which libraries should be used
-	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
 	// region template used by all stages
 	RegionTemplate *rt = new RegionTemplate();
@@ -253,7 +253,7 @@ int main(int argc, char* argv[]) {
 
 	map<int, PipelineComponentBase*> merged_stages;
 	int size = 6;
-	MPI_Comm_size(MPI_COMM_WORLD, &size);
+	// MPI_Comm_size(MPI_COMM_WORLD, &size);
 	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size-1);
 
 	cout << endl<< "merged-fine: " << endl;
@@ -1110,7 +1110,7 @@ mincut::weight_t get_reuse_factor(PipelineComponentBase* s1, PipelineComponentBa
 	return ret;
 }
 
-int get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2, map<size_t, int> id2task,  
+mincut::weight_t get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2, map<size_t, int> id2task,  
 	map<int, PipelineComponentBase*> current_stages, map<int, ArgumentBase*> &args,
 	map<string, list<ArgumentBase*>> ref) {
 
@@ -1405,6 +1405,166 @@ list<list<PipelineComponentBase*>> recursive_cut(list<PipelineComponentBase*> re
 	return last_solution;
 }
 
+list<list<PipelineComponentBase*>> montecarlo_cut(list<PipelineComponentBase*> rem, const map<int, PipelineComponentBase*> &all_stages, 
+	int n, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
+
+	list<list<PipelineComponentBase*>> ret;
+
+	cout << "[montecarlo_cut] n=" << n << endl;
+
+	if (n == 1 || rem.size() == 1) {
+		ret.emplace_back(rem);
+		cout << "[montecarlo_cut] n=" << n << endl;
+		return ret;
+	}
+
+	// perform cuts until there is no more tasks to cut, or, there is no more need for another cut
+	for (int i=0; i<n-1; i++) {
+		pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> c; 
+		c = get_cut(rem, all_stages, args, ref);
+
+		float w1 = calc_stage_proc(c.first, args, ref);
+		float w2 = calc_stage_proc(c.second, args, ref);
+
+		list<PipelineComponentBase*> c1 = w1>=w2?c.first:c.second;
+		list<PipelineComponentBase*> c2 = w1>=w2?c.second:c.first;
+
+		rem = c1;
+		ret.emplace_back(c2);
+
+		if (rem.size() == 1) {
+			break;
+		}
+	}
+
+	// add last bucket 
+	ret.emplace_back(rem);
+
+	// cout << "[montecarlo_cut] n=" << n << "ret:" << endl;
+	// int i=0;
+	// for (list<PipelineComponentBase*> bucket : ret) {
+	// 	cout << "\tb:" << i++ << endl;
+	// 	for (PipelineComponentBase* s : bucket)
+	// 		cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
+	// }
+
+	return ret;
+}
+
+list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineComponentBase*> rem, 
+	const map<int, PipelineComponentBase*> &all_stages, int n, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
+
+	list<pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>> current_cuts;
+	pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> best_cut;
+	list<list<PipelineComponentBase*>> final_cut;
+	float best_mksp = FLT_MAX;
+
+	cout << "[montecarlo_recursive_cut] n=" << n << endl;
+
+	// stoping condition
+	if (n == 1) {
+		final_cut.emplace_back(rem);
+		cout << "[montecarlo_recursive_cut] n=" << n << " retuned1" << endl;
+		cout << "\tb0" << endl;
+		for (PipelineComponentBase* s : rem)
+			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
+		return final_cut;
+	}
+
+	// attempt all possible cuts on this level
+	list<PipelineComponentBase*> rest;
+	while (rem.size() > 1) {
+		// attempt a cut
+		pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> c; 
+		c = get_cut(rem, all_stages, args, ref);
+
+		// store the cut for the rest to be calculated later
+		float w1 = calc_stage_proc(c.first, args, ref);
+		float w2 = calc_stage_proc(c.second, args, ref);
+
+		list<PipelineComponentBase*> c1 = w1>=w2?c.first:c.second;
+		list<PipelineComponentBase*> c2 = w1>=w2?c.second:c.first;
+
+		// add rest to c2
+		c2.insert(c2.begin(), rest.begin(), rest.end());
+
+		current_cuts.emplace_back(pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>(c1, c2));
+
+		cout << "[montecarlo_recursive_cut] n=" << n << " adding cut" << endl;
+		cout << "\tc1:" << endl;
+		for (PipelineComponentBase* s : c1)
+			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
+		cout << "\tc2:" << endl;
+		for (PipelineComponentBase* s : c2)
+			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
+
+		// update rem to get a new cut
+		rem = c1;
+		rest = c2;
+	}
+
+	// runs all dependencies a la montecarlo
+	for (list<pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>>::iterator i=current_cuts.begin();
+			i!=current_cuts.end(); i++) {
+		cout << "[montecarlo_recursive_cut] n=" << n << " running cut" << endl;
+		cout << "\tc1 - cost=" << calc_stage_proc(i->first, args, ref) << ":" << endl;
+		for (PipelineComponentBase* s : i->first)
+			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
+		cout << "\tc2 - cost=" << calc_stage_proc(i->second, args, ref) << ":" << endl;
+		for (PipelineComponentBase* s : i->second)
+			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
+		
+		list<list<PipelineComponentBase*>> c = montecarlo_cut(i->second, all_stages, n-1, args, ref);
+		
+		// calculates i cut cost with rest c
+		cout << "[montecarlo_cut] n=" << n << "ret:" << endl;
+		int ii=0;
+		float mksp;
+		float max_mksp = calc_stage_proc(i->first, args, ref);
+		for (list<PipelineComponentBase*> bucket : c) {
+			mksp = calc_stage_proc(bucket, args, ref);
+			if (mksp > max_mksp)
+				max_mksp = mksp;
+			cout << "\tb" << ii++ << " - mksp=" << mksp<< endl;
+			for (PipelineComponentBase* s : bucket)
+				cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
+		}
+
+		cout << "\twith mksp=" << max_mksp << endl;
+
+		// updates best cut, if this is the case
+		if (max_mksp < best_mksp) {
+			best_mksp = max_mksp;
+			list<PipelineComponentBase*> flat_c;
+			for (list<PipelineComponentBase*> bucket : c)
+				flat_c.insert(flat_c.begin(), bucket.begin(), bucket.end());
+			best_cut = pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>(i->first, flat_c);
+		}
+	}
+
+	cout << "[montecarlo_recursive_cut] n=" << n << " best cut of the stage with mksp=" << best_mksp << endl;
+		cout << "\tc1:" << endl;
+		for (PipelineComponentBase* s : best_cut.first)
+			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
+		cout << "\tc2:" << endl;
+		for (PipelineComponentBase* s : best_cut.second)
+			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
+
+	// recursive call on the best rest
+	final_cut = montecarlo_recursive_cut(best_cut.second, all_stages, n-1, args, ref);
+	final_cut.emplace_back(best_cut.first);
+
+	cout << "[montecarlo_recursive_cut] n=" << n << " final cut:" << endl;
+	int i=0;
+	for (list<PipelineComponentBase*> bucket : final_cut) {
+		cout << "\tb:" << i++ << endl;
+		for (PipelineComponentBase* s : bucket)
+			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
+	}
+
+	return final_cut;
+}
+
 void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
 	const map<int, PipelineComponentBase*> &stages_ref, map<int, PipelineComponentBase*> &merged_stages, 
 	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int n_workers) {
@@ -1442,7 +1602,7 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 			continue;
 		}
 
-		list<list<PipelineComponentBase*>> solution = recursive_cut(current_stages, all_stages, 
+		list<list<PipelineComponentBase*>> solution = montecarlo_recursive_cut(current_stages, all_stages, 
 			n_workers, expanded_args, ref->second->tasksDesc);
 
 		cout << "solution:" << endl;
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index c498d3a..1569458 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -207,8 +207,8 @@ TaskSegmentation0::TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* i
 
 TaskSegmentation0::~TaskSegmentation0() {
 	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
-	// delete bgr;
-	// delete rbc;
+	delete bgr;
+	delete rbc;
 }
 
 bool TaskSegmentation0::run(int procType, int tid) {
@@ -455,9 +455,9 @@ TaskSegmentation1::TaskSegmentation1(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation1::~TaskSegmentation1() {
-	// delete rc;
-	// delete rc_recon;
-	// delete rc_open;
+	delete rc;
+	delete rc_recon;
+	delete rc_open;
 }
 
 bool TaskSegmentation1::run(int procType, int tid) {
@@ -629,8 +629,8 @@ TaskSegmentation2::TaskSegmentation2(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation2::~TaskSegmentation2() {
-	// delete bw1;
-	// delete diffIm;
+	delete bw1;
+	delete diffIm;
 }
 
 bool TaskSegmentation2::run(int procType, int tid) {
@@ -814,7 +814,7 @@ TaskSegmentation3::TaskSegmentation3(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation3::~TaskSegmentation3() {
-	// delete bw1_t;
+	delete bw1_t;
 }
 
 bool TaskSegmentation3::run(int procType, int tid) {
@@ -990,7 +990,7 @@ TaskSegmentation4::TaskSegmentation4(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation4::~TaskSegmentation4() {
-	// delete seg_open;
+	delete seg_open;
 }
 
 bool TaskSegmentation4::run(int procType, int tid) {
@@ -1172,7 +1172,7 @@ TaskSegmentation5::TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* i
 TaskSegmentation5::~TaskSegmentation5() {
 	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
 
-	// delete seg_nonoverlap;
+	delete seg_nonoverlap;
 }
 
 bool TaskSegmentation5::run(int procType, int tid) {
@@ -1401,7 +1401,7 @@ TaskSegmentation6::TaskSegmentation6(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation6::~TaskSegmentation6() {
-	// delete segmented_rt_temp;
+	delete segmented_rt_temp;
 }
 
 bool TaskSegmentation6::run(int procType, int tid) {

From 552a224eb7bb1545f56351271869aedb76169a06 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Wed, 14 Sep 2016 18:18:24 -0300
Subject: [PATCH 41/87] Recursive Montecarlo algorithm implemented and tested.

In order to use it without any size restriction a bug was
introduced into the execution stage. This was done to prevent
all memory leaks.
---
 .../RTPipelineComponentBase.cpp               |  2 +-
 .../PipelineManager.cpp                       | 21 ++++++++++++++++---
 2 files changed, 19 insertions(+), 4 deletions(-)

diff --git a/runtime/regiontemplates/RTPipelineComponentBase.cpp b/runtime/regiontemplates/RTPipelineComponentBase.cpp
index 6182d33..fafbe33 100644
--- a/runtime/regiontemplates/RTPipelineComponentBase.cpp
+++ b/runtime/regiontemplates/RTPipelineComponentBase.cpp
@@ -30,7 +30,7 @@ RTPipelineComponentBase::~RTPipelineComponentBase() {
 		std::map<std::string, RegionTemplate*>::iterator rtIt =  this->regionTemplates.begin();
 		for(; rtIt != this->regionTemplates.end(); rtIt++){
 			RegionTemplate *rt = rtIt->second;
-			// delete rt;
+			delete rt;
 		}
 	}
 }
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index f6f9531..3a8923a 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -252,7 +252,7 @@ int main(int argc, char* argv[]) {
 	add_arguments_to_stages(expanded_stages, expanded_args, rt);
 
 	map<int, PipelineComponentBase*> merged_stages;
-	int size = 6;
+	int size = 9;
 	// MPI_Comm_size(MPI_COMM_WORLD, &size);
 	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size-1);
 
@@ -1458,6 +1458,7 @@ list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineCompone
 	pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> best_cut;
 	list<list<PipelineComponentBase*>> final_cut;
 	float best_mksp = FLT_MAX;
+	float best_var = FLT_MAX;
 
 	cout << "[montecarlo_recursive_cut] n=" << n << endl;
 
@@ -1519,10 +1520,13 @@ list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineCompone
 		// calculates i cut cost with rest c
 		cout << "[montecarlo_cut] n=" << n << "ret:" << endl;
 		int ii=0;
+		// mksp selection metric
 		float mksp;
 		float max_mksp = calc_stage_proc(i->first, args, ref);
+		float avg = calc_stage_proc(i->first, args, ref);
 		for (list<PipelineComponentBase*> bucket : c) {
 			mksp = calc_stage_proc(bucket, args, ref);
+			avg += mksp;
 			if (mksp > max_mksp)
 				max_mksp = mksp;
 			cout << "\tb" << ii++ << " - mksp=" << mksp<< endl;
@@ -1530,11 +1534,22 @@ list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineCompone
 				cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
 		}
 
-		cout << "\twith mksp=" << max_mksp << endl;
+		// standard deviation selection metric
+		avg /= (c.size()+1);
+		float var = (calc_stage_proc(i->first, args, ref)-avg)*(calc_stage_proc(i->first, args, ref)-avg);
+		for (list<PipelineComponentBase*> bucket : c) {
+			mksp = calc_stage_proc(bucket, args, ref);
+			var += (mksp-avg)*(mksp-avg);
+		}
+		var /= (c.size()+1);
+
+		cout << "with mksp=" << max_mksp << endl;
+		cout << "with var=" << var << endl;
 
 		// updates best cut, if this is the case
-		if (max_mksp < best_mksp) {
+		if (max_mksp < best_mksp || (max_mksp == best_mksp && var < best_var)) {
 			best_mksp = max_mksp;
+			best_var = var;
 			list<PipelineComponentBase*> flat_c;
 			for (list<PipelineComponentBase*> bucket : c)
 				flat_c.insert(flat_c.begin(), bucket.begin(), bucket.end());

From 5810c934c85e5796f578ded1a05657e585ea1eef Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 19 Sep 2016 16:21:55 -0300
Subject: [PATCH 42/87] Changed intertask arguments to smart pointers in order
 to fix the mem leaking and keep the system working.

---
 runtime/PipelineComponentBase.cpp             |  14 +-
 runtime/ReusableTask.hpp                      |   2 +
 .../PipelineManager.cpp                       |  19 +-
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 177 ++++++++----------
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp |  68 +++----
 5 files changed, 126 insertions(+), 154 deletions(-)

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index 7b64788..e66fbbe 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -50,7 +50,8 @@ PipelineComponentBase::~PipelineComponentBase() {
 	}
 
 	for (std::list<ReusableTask*>::iterator t=tasks.begin(); t!=tasks.end(); t++) {
-		delete *t;
+		if (*t)
+			delete *t;
 	}
 }
 
@@ -139,9 +140,6 @@ int PipelineComponentBase::size()
 	// To store the size of the name
 	size_bytes += sizeof(int);
 
-	// To store the location
-	size_bytes += sizeof(int);
-
 	// The proper name of the component class
 	size_bytes += this->getComponentName().size() * sizeof(char);
 
@@ -198,10 +196,6 @@ int PipelineComponentBase::serialize(char *buff)
 	memcpy(buff+serialized_bytes, this->getComponentName().c_str(), name_size*sizeof(char) );
 	serialized_bytes+=name_size*sizeof(char);
 
-	// Copy location to buffer
-	memcpy(buff+serialized_bytes, &location, sizeof(int));
-	serialized_bytes+=sizeof(int);
-
 	// Copy size of result data size
 	memcpy(buff+serialized_bytes, &resultDataSize, sizeof(int));
 	serialized_bytes+=sizeof(int);
@@ -291,10 +285,6 @@ int PipelineComponentBase::deserialize(char *buff)
 	// set the component name
 	this->setComponentName(component_name);
 
-	// Extract the location
-	this->setLocation((((int*)(buff+deserialized_bytes))[0]));
-	deserialized_bytes+=sizeof(int);
-
 	// Deserialize result data size
 	this->resultDataSize = ((int*)(buff+deserialized_bytes))[0];
 	deserialized_bytes+=sizeof(int);
diff --git a/runtime/ReusableTask.hpp b/runtime/ReusableTask.hpp
index b66cb24..92b778e 100644
--- a/runtime/ReusableTask.hpp
+++ b/runtime/ReusableTask.hpp
@@ -13,11 +13,13 @@
 #include "Task.h"
 #include "Argument.h"
 #include "RegionTemplate.h"
+#include "PipelineComponentBase.h"
 
 
 // Define factory function type that creates objects of type ReusableTask and its subclasses
 class ReusableTask;
 class RegionTemplate;
+class PipelineComponentBase;
 typedef ReusableTask* (task_factory_t1)(list<ArgumentBase*> args, RegionTemplate* inputRt);
 typedef ReusableTask* (task_factory_t2)();
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 3a8923a..7dcb892 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -122,7 +122,7 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	// Tell the system which libraries should be used
-	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
 	// region template used by all stages
 	RegionTemplate *rt = new RegionTemplate();
@@ -253,7 +253,7 @@ int main(int argc, char* argv[]) {
 
 	map<int, PipelineComponentBase*> merged_stages;
 	int size = 9;
-	// MPI_Comm_size(MPI_COMM_WORLD, &size);
+	MPI_Comm_size(MPI_COMM_WORLD, &size);
 	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size-1);
 
 	cout << endl<< "merged-fine: " << endl;
@@ -792,6 +792,7 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 							// cout << "updating stage " << pt->getId() << ":" << pt->getName() << endl;
 							// clone pt basic infoinfoinfo
 							PipelineComponentBase* pt_cpy = pt->clone();
+							pt_cpy->setLocation(PipelineComponentBase::WORKER_SIDE);
 		
 							// set name and id
 							pt_cpy->setName(pt->getName());
@@ -970,8 +971,8 @@ void filter_stages(const map<int, PipelineComponentBase*> &all_stages,
 			filtered_stages.emplace_back(p.second);
 }
 
-list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc, 
-	PipelineComponentBase* p, RegionTemplate* rt, map<int, ArgumentBase*> expanded_args) {
+list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc, PipelineComponentBase* p, 
+	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args) {
 
 	list<ReusableTask*> tasks;
 	ReusableTask* prev_task = NULL;
@@ -1097,7 +1098,9 @@ mincut::weight_t get_reuse_factor(PipelineComponentBase* s1, PipelineComponentBa
 		return 0;
 
 	PipelineComponentBase* s1_clone = s1->clone();
+	s1_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
 	PipelineComponentBase* s2_clone = s2->clone();
+	s2_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
 
 	merge_stages(s1_clone, s2_clone, ref);
 
@@ -1117,9 +1120,11 @@ mincut::weight_t get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2,
 	// get the first stage as a base stage
 	mincut::subgraph_t::iterator s1_it = s1.begin();
 	PipelineComponentBase* current1 = current_stages[id2task[*s1_it]]->clone();
+	current1->setLocation(PipelineComponentBase::WORKER_SIDE);
 	s1_it++;
 	for (; s1_it!=s1.end(); s1_it++) {
 		PipelineComponentBase* clone1 = current_stages[id2task[*s1_it]]->clone();
+		clone1->setLocation(PipelineComponentBase::WORKER_SIDE);
 		if (merging_condition(current1, clone1, args, ref))
 			merge_stages(current1, clone1, ref);
 		else {
@@ -1133,8 +1138,10 @@ mincut::weight_t get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2,
 	// get the first stage as a base stage
 	mincut::subgraph_t::iterator s2_it = s2.begin();
 	PipelineComponentBase* current2 = current_stages[id2task[(*s2_it)]]->clone();
+	current2->setLocation(PipelineComponentBase::WORKER_SIDE);
 	for (s2_it++; s2_it!=s2.end(); s2_it++) {
 		PipelineComponentBase* clone2 = current_stages[id2task[*s2_it]]->clone();
+		clone2->setLocation(PipelineComponentBase::WORKER_SIDE);
 		if (merging_condition(current2, clone2, args, ref))
 			merge_stages(current2, clone2, ref);
 		else 
@@ -1159,9 +1166,11 @@ float calc_stage_proc(list<PipelineComponentBase*> s, map<int, ArgumentBase*> &a
 
 	for (; i!=s.end(); i++) {
 		PipelineComponentBase* current = (*i)->clone();
+		current->setLocation(PipelineComponentBase::WORKER_SIDE);
 		for (list<PipelineComponentBase*>::iterator j = next(i); j!=s.end();) {
 			if (merging_condition(*i, *j, args, ref)) {
 				PipelineComponentBase* j_clone = (*j)->clone();
+				j_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
 				merge_stages(current, j_clone, ref);
 				delete j_clone;
 				j = s.erase(j);
@@ -1194,9 +1203,11 @@ float calc_stage_mem(list<PipelineComponentBase*> s, map<int, ArgumentBase*> &ar
 
 	for (; i!=s.end(); i++) {
 		PipelineComponentBase* current = (*i)->clone();
+		current->setLocation(PipelineComponentBase::WORKER_SIDE);
 		for (list<PipelineComponentBase*>::iterator j = next(i); j!=s.end();) {
 			if (merging_condition(*i, *j, args, ref)) {
 				PipelineComponentBase* j_clone = (*j)->clone();
+				j_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
 				merge_stages(current, j_clone, ref);
 				j = s.erase(j);
 				delete j_clone;
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 1569458..dfeee6b 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -151,8 +151,8 @@ bool registeredSegmentation = PipelineComponentBase::ComponentFactory::component
 /**************************************************************************************/
 
 TaskSegmentation0::TaskSegmentation0() {
-	bgr = new std::vector<cv::Mat>;
-	rbc = new cv::Mat;
+	bgr = std::shared_ptr<std::vector<cv::Mat>>(new std::vector<cv::Mat>());
+	rbc = std::shared_ptr<cv::Mat>(new cv::Mat());
 
 }
 
@@ -163,10 +163,10 @@ TaskSegmentation0::TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* i
 		if (a->getName().compare("normalized_rt") == 0) {
 			ArgumentRT* normalized_rt_arg;
 			normalized_rt_arg = (ArgumentRT*)a;
-			this->normalized_rt_temp = new DenseDataRegion2D();
-			this->normalized_rt_temp->setName(normalized_rt_arg->getName());
-			this->normalized_rt_temp->setId(std::to_string(normalized_rt_arg->getId()));
-			this->normalized_rt_temp->setVersion(normalized_rt_arg->getId());
+			this->normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(new DenseDataRegion2D());
+			(*this->normalized_rt_temp)->setName(normalized_rt_arg->getName());
+			(*this->normalized_rt_temp)->setId(std::to_string(normalized_rt_arg->getId()));
+			(*this->normalized_rt_temp)->setVersion(normalized_rt_arg->getId());
 			set_cout++;
 		}
 
@@ -200,29 +200,22 @@ TaskSegmentation0::TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* i
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	bgr = new std::vector<cv::Mat>;
-	rbc = new cv::Mat;
+	bgr = std::shared_ptr<std::vector<cv::Mat>>(new std::vector<cv::Mat>());
+	rbc = std::shared_ptr<cv::Mat>(new cv::Mat());
 	
 }
 
 TaskSegmentation0::~TaskSegmentation0() {
-	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
-	delete bgr;
-	delete rbc;
 }
 
 bool TaskSegmentation0::run(int procType, int tid) {
-	cv::Mat normalized_rt = this->normalized_rt_temp->getData();
-
-
-	std::vector<cv::Mat> bgr_temp;
-	cv::Mat rbc_temp;
+	cv::Mat normalized_rt = (*this->normalized_rt_temp)->getData();
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
 	std::cout << "\t\t\tTaskSegmentation0 executing." << std::endl;	
 
-	::nscale::HistologicalEntities::segmentNucleiStg1(normalized_rt, blue, green, red, T1, T2, bgr, rbc);
+	::nscale::HistologicalEntities::segmentNucleiStg1(normalized_rt, blue, green, red, T1, T2, &(*bgr), &(*rbc));
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
@@ -231,8 +224,9 @@ bool TaskSegmentation0::run(int procType, int tid) {
 }
 
 void TaskSegmentation0::updateDR(RegionTemplate* rt) {
-	normalized_rt_temp = dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(this->normalized_rt_temp->getName(),
-		this->normalized_rt_temp->getId(), 0, stoi(this->normalized_rt_temp->getId())));
+	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast<DenseDataRegion2D*>(
+		rt->getDataRegion((*this->normalized_rt_temp)->getName(),
+		(*this->normalized_rt_temp)->getId(), 0, stoi((*this->normalized_rt_temp)->getId()))));
 
 }
 
@@ -259,7 +253,7 @@ void TaskSegmentation0::resolveDependencies(ReusableTask* t) {
 bool TaskSegmentation0::reusable(ReusableTask* rt) {
 	TaskSegmentation0* t = (TaskSegmentation0*)(rt);
 	if (
-		this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
+		(*this->normalized_rt_temp)->getName() == (*t->normalized_rt_temp)->getName() &&
 		this->blue == t->blue &&
 		this->green == t->green &&
 		this->red == t->red &&
@@ -278,7 +272,7 @@ bool TaskSegmentation0::reusable(ReusableTask* rt) {
 int TaskSegmentation0::size() {
 	return 
 		sizeof(int) + sizeof(int) +
-		sizeof(int) + normalized_rt_temp->getName().length()*sizeof(char) + sizeof(int) +
+		sizeof(int) + (*normalized_rt_temp)->getName().length()*sizeof(char) + sizeof(int) +
 		sizeof(unsigned char) +
 		sizeof(unsigned char) +
 		sizeof(unsigned char) +
@@ -301,17 +295,17 @@ int TaskSegmentation0::serialize(char *buff) {
 	serialized_bytes+=sizeof(int);
 
 	// copy normalized_rt id
-	int normalized_rt_id = stoi(normalized_rt_temp->getId());
+	int normalized_rt_id = stoi((*normalized_rt_temp)->getId());
 	memcpy(buff+serialized_bytes, &normalized_rt_id, sizeof(int));
 	serialized_bytes+=sizeof(int);
 
 	// copy normalized_rt name size
-	int normalized_rt_name_size = normalized_rt_temp->getName().length();
+	int normalized_rt_name_size = (*normalized_rt_temp)->getName().length();
 	memcpy(buff+serialized_bytes, &normalized_rt_name_size, sizeof(int));
 	serialized_bytes+=sizeof(int);
 
 	// copy normalized_rt name
-	memcpy(buff+serialized_bytes, normalized_rt_temp->getName().c_str(), normalized_rt_name_size*sizeof(char));
+	memcpy(buff+serialized_bytes, (*normalized_rt_temp)->getName().c_str(), normalized_rt_name_size*sizeof(char));
 	serialized_bytes+=normalized_rt_name_size*sizeof(char);
 
 	// copy field blue
@@ -350,12 +344,12 @@ int TaskSegmentation0::deserialize(char *buff) {
 	deserialized_bytes += sizeof(int);
 
 	// create the normalized_rt
-	this->normalized_rt_temp = new DenseDataRegion2D();
+	this->normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(new DenseDataRegion2D());
 
 	// extract normalized_rt id
 	int normalized_rt_id = ((int*)(buff+deserialized_bytes))[0];
-	this->normalized_rt_temp->setId(to_string(normalized_rt_id));
-	this->normalized_rt_temp->setVersion(normalized_rt_id);
+	(*this->normalized_rt_temp)->setId(to_string(normalized_rt_id));
+	(*this->normalized_rt_temp)->setVersion(normalized_rt_id);
 	deserialized_bytes += sizeof(int);
 
 	// extract normalized_rt name size
@@ -367,7 +361,7 @@ int TaskSegmentation0::deserialize(char *buff) {
 	normalized_rt_name[normalized_rt_name_size] = '\0';
 	memcpy(normalized_rt_name, buff+deserialized_bytes, sizeof(char)*normalized_rt_name_size);
 	deserialized_bytes += sizeof(char)*normalized_rt_name_size;
-	this->normalized_rt_temp->setName(normalized_rt_name);
+	(*this->normalized_rt_temp)->setName(normalized_rt_name);
 
 	// extract field blue
 	this->blue = ((unsigned char*)(buff+deserialized_bytes))[0];
@@ -428,9 +422,9 @@ bool registeredTaskSegmentation02 = ReusableTask::ReusableTaskFactory::taskRegis
 	&Segmentation0Factory1, &Segmentation0Factory2);
 
 TaskSegmentation1::TaskSegmentation1() {
-	rc = new cv::Mat;
-	rc_recon = new cv::Mat;
-	rc_open = new cv::Mat;
+	rc = std::shared_ptr<cv::Mat>(new cv::Mat());
+	rc_recon = std::shared_ptr<cv::Mat>(new cv::Mat());
+	rc_open = std::shared_ptr<cv::Mat>(new cv::Mat());
 
 }
 
@@ -448,30 +442,22 @@ TaskSegmentation1::TaskSegmentation1(list<ArgumentBase*> args, RegionTemplate* i
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	rc = new cv::Mat;
-	rc_recon = new cv::Mat;
-	rc_open = new cv::Mat;
+	rc = std::shared_ptr<cv::Mat>(new cv::Mat());
+	rc_recon = std::shared_ptr<cv::Mat>(new cv::Mat());
+	rc_open = std::shared_ptr<cv::Mat>(new cv::Mat());
 	
 }
 
 TaskSegmentation1::~TaskSegmentation1() {
-	delete rc;
-	delete rc_recon;
-	delete rc_open;
 }
 
 bool TaskSegmentation1::run(int procType, int tid) {
 
-
-	cv::Mat rc_temp;
-	cv::Mat rc_recon_temp;
-	cv::Mat rc_open_temp;
-
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
 	std::cout << "\t\t\tTaskSegmentation1 executing." << std::endl;	
 
-	::nscale::HistologicalEntities::segmentNucleiStg2(reconConnectivity, bgr, rc, rc_recon, rc_open);
+	::nscale::HistologicalEntities::segmentNucleiStg2(reconConnectivity, &*bgr, &*rc, &*rc_recon, &*rc_open);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
@@ -599,8 +585,8 @@ bool registeredTaskSegmentation12 = ReusableTask::ReusableTaskFactory::taskRegis
 	&Segmentation1Factory1, &Segmentation1Factory2);
 
 TaskSegmentation2::TaskSegmentation2() {
-	bw1 = new cv::Mat;
-	diffIm = new cv::Mat;
+	bw1 = std::shared_ptr<cv::Mat>(new cv::Mat());
+	diffIm = std::shared_ptr<cv::Mat>(new cv::Mat());
 
 }
 
@@ -623,27 +609,21 @@ TaskSegmentation2::TaskSegmentation2(list<ArgumentBase*> args, RegionTemplate* i
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	bw1 = new cv::Mat;
-	diffIm = new cv::Mat;
+	bw1 = std::shared_ptr<cv::Mat>(new cv::Mat());
+	diffIm = std::shared_ptr<cv::Mat>(new cv::Mat());
 	
 }
 
 TaskSegmentation2::~TaskSegmentation2() {
-	delete bw1;
-	delete diffIm;
 }
 
 bool TaskSegmentation2::run(int procType, int tid) {
 
-
-	cv::Mat bw1_temp;
-	cv::Mat diffIm_temp;
-
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
 	std::cout << "\t\t\tTaskSegmentation2 executing." << std::endl;	
 
-	::nscale::HistologicalEntities::segmentNucleiStg3(fillHolesConnectivity, G1, rc, rc_recon, rc_open, bw1, diffIm);
+	::nscale::HistologicalEntities::segmentNucleiStg3(fillHolesConnectivity, G1, &*rc, &*rc_recon, &*rc_open, &*bw1, &*diffIm);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
@@ -786,7 +766,7 @@ bool registeredTaskSegmentation22 = ReusableTask::ReusableTaskFactory::taskRegis
 	&Segmentation2Factory1, &Segmentation2Factory2);
 
 TaskSegmentation3::TaskSegmentation3() {
-	bw1_t = new cv::Mat;
+	bw1_t = std::shared_ptr<cv::Mat>(new cv::Mat());
 
 }
 
@@ -809,12 +789,11 @@ TaskSegmentation3::TaskSegmentation3(list<ArgumentBase*> args, RegionTemplate* i
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	bw1_t = new cv::Mat;
+	bw1_t = std::shared_ptr<cv::Mat>(new cv::Mat());
 	
 }
 
 TaskSegmentation3::~TaskSegmentation3() {
-	delete bw1_t;
 }
 
 bool TaskSegmentation3::run(int procType, int tid) {
@@ -826,7 +805,7 @@ bool TaskSegmentation3::run(int procType, int tid) {
 
 	std::cout << "\t\t\tTaskSegmentation3 executing." << std::endl;	
 
-	::nscale::HistologicalEntities::segmentNucleiStg4(minSize, maxSize, bw1, bw1_t);
+	::nscale::HistologicalEntities::segmentNucleiStg4(minSize, maxSize, &*bw1, &*bw1_t);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
@@ -967,7 +946,7 @@ bool registeredTaskSegmentation32 = ReusableTask::ReusableTaskFactory::taskRegis
 	&Segmentation3Factory1, &Segmentation3Factory2);
 
 TaskSegmentation4::TaskSegmentation4() {
-	seg_open = new cv::Mat;
+	seg_open = std::shared_ptr<cv::Mat>(new cv::Mat());
 
 }
 
@@ -985,12 +964,11 @@ TaskSegmentation4::TaskSegmentation4(list<ArgumentBase*> args, RegionTemplate* i
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	seg_open = new cv::Mat;
+	seg_open = std::shared_ptr<cv::Mat>(new cv::Mat());
 	
 }
 
 TaskSegmentation4::~TaskSegmentation4() {
-	delete seg_open;
 }
 
 bool TaskSegmentation4::run(int procType, int tid) {
@@ -1002,7 +980,7 @@ bool TaskSegmentation4::run(int procType, int tid) {
 
 	std::cout << "\t\t\tTaskSegmentation4 executing." << std::endl;	
 
-	::nscale::HistologicalEntities::segmentNucleiStg5(G2, diffIm, bw1_t, rbc, seg_open);
+	::nscale::HistologicalEntities::segmentNucleiStg5(G2, &*diffIm, &*bw1_t, &*rbc, &*seg_open);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
@@ -1132,7 +1110,7 @@ bool registeredTaskSegmentation42 = ReusableTask::ReusableTaskFactory::taskRegis
 	&Segmentation4Factory1, &Segmentation4Factory2);
 
 TaskSegmentation5::TaskSegmentation5() {
-	seg_nonoverlap = new cv::Mat;
+	seg_nonoverlap = std::shared_ptr<cv::Mat>(new cv::Mat());
 
 }
 
@@ -1143,10 +1121,10 @@ TaskSegmentation5::TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* i
 		if (a->getName().compare("normalized_rt") == 0) {
 			ArgumentRT* normalized_rt_arg;
 			normalized_rt_arg = (ArgumentRT*)a;
-			this->normalized_rt_temp = new DenseDataRegion2D();
-			this->normalized_rt_temp->setName(normalized_rt_arg->getName());
-			this->normalized_rt_temp->setId(std::to_string(normalized_rt_arg->getId()));
-			this->normalized_rt_temp->setVersion(normalized_rt_arg->getId());
+			this->normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(new DenseDataRegion2D());
+			(*this->normalized_rt_temp)->setName(normalized_rt_arg->getName());
+			(*this->normalized_rt_temp)->setId(std::to_string(normalized_rt_arg->getId()));
+			(*this->normalized_rt_temp)->setVersion(normalized_rt_arg->getId());
 			set_cout++;
 		}
 
@@ -1165,18 +1143,15 @@ TaskSegmentation5::TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* i
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	seg_nonoverlap = new cv::Mat;
+	seg_nonoverlap = std::shared_ptr<cv::Mat>(new cv::Mat());
 	
 }
 
 TaskSegmentation5::~TaskSegmentation5() {
-	if(normalized_rt_temp != NULL) delete normalized_rt_temp;
-
-	delete seg_nonoverlap;
 }
 
 bool TaskSegmentation5::run(int procType, int tid) {
-	cv::Mat normalized_rt = this->normalized_rt_temp->getData();
+	cv::Mat normalized_rt = (*this->normalized_rt_temp)->getData();
 
 
 	cv::Mat seg_nonoverlap_temp;
@@ -1185,7 +1160,7 @@ bool TaskSegmentation5::run(int procType, int tid) {
 
 	std::cout << "\t\t\tTaskSegmentation5 executing." << std::endl;	
 
-	::nscale::HistologicalEntities::segmentNucleiStg6(normalized_rt, minSizePl, watershedConnectivity, seg_open, seg_nonoverlap);
+	::nscale::HistologicalEntities::segmentNucleiStg6(normalized_rt, minSizePl, watershedConnectivity, &*seg_open, &*seg_nonoverlap);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
@@ -1194,8 +1169,9 @@ bool TaskSegmentation5::run(int procType, int tid) {
 }
 
 void TaskSegmentation5::updateDR(RegionTemplate* rt) {
-	normalized_rt_temp = dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(this->normalized_rt_temp->getName(),
-		this->normalized_rt_temp->getId(), 0, stoi(this->normalized_rt_temp->getId())));
+	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast<DenseDataRegion2D*>(
+		rt->getDataRegion((*this->normalized_rt_temp)->getName(),
+		(*this->normalized_rt_temp)->getId(), 0, stoi((*this->normalized_rt_temp)->getId()))));
 
 }
 
@@ -1224,7 +1200,7 @@ void TaskSegmentation5::resolveDependencies(ReusableTask* t) {
 bool TaskSegmentation5::reusable(ReusableTask* rt) {
 	TaskSegmentation5* t = (TaskSegmentation5*)(rt);
 	if (
-		this->normalized_rt_temp->getName() == t->normalized_rt_temp->getName() &&
+		(*this->normalized_rt_temp)->getName() == (*t->normalized_rt_temp)->getName() &&
 		this->minSizePl == t->minSizePl &&
 		this->watershedConnectivity == t->watershedConnectivity &&
 
@@ -1240,7 +1216,7 @@ bool TaskSegmentation5::reusable(ReusableTask* rt) {
 int TaskSegmentation5::size() {
 	return 
 		sizeof(int) + sizeof(int) +
-		sizeof(int) + normalized_rt_temp->getName().length()*sizeof(char) + sizeof(int) +
+		sizeof(int) + (*normalized_rt_temp)->getName().length()*sizeof(char) + sizeof(int) +
 		sizeof(int) +
 		sizeof(int) +
 
@@ -1260,17 +1236,17 @@ int TaskSegmentation5::serialize(char *buff) {
 	serialized_bytes+=sizeof(int);
 
 	// copy normalized_rt id
-	int normalized_rt_id = stoi(normalized_rt_temp->getId());
+	int normalized_rt_id = stoi((*normalized_rt_temp)->getId());
 	memcpy(buff+serialized_bytes, &normalized_rt_id, sizeof(int));
 	serialized_bytes+=sizeof(int);
 
 	// copy normalized_rt name size
-	int normalized_rt_name_size = normalized_rt_temp->getName().length();
+	int normalized_rt_name_size = (*normalized_rt_temp)->getName().length();
 	memcpy(buff+serialized_bytes, &normalized_rt_name_size, sizeof(int));
 	serialized_bytes+=sizeof(int);
 
 	// copy normalized_rt name
-	memcpy(buff+serialized_bytes, normalized_rt_temp->getName().c_str(), normalized_rt_name_size*sizeof(char));
+	memcpy(buff+serialized_bytes, (*normalized_rt_temp)->getName().c_str(), normalized_rt_name_size*sizeof(char));
 	serialized_bytes+=normalized_rt_name_size*sizeof(char);
 
 	// copy field minSizePl
@@ -1297,12 +1273,12 @@ int TaskSegmentation5::deserialize(char *buff) {
 	deserialized_bytes += sizeof(int);
 
 	// create the normalized_rt
-	this->normalized_rt_temp = new DenseDataRegion2D();
+	this->normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(new DenseDataRegion2D());
 
 	// extract normalized_rt id
 	int normalized_rt_id = ((int*)(buff+deserialized_bytes))[0];
-	this->normalized_rt_temp->setId(to_string(normalized_rt_id));
-	this->normalized_rt_temp->setVersion(normalized_rt_id);
+	(*this->normalized_rt_temp)->setId(to_string(normalized_rt_id));
+	(*this->normalized_rt_temp)->setVersion(normalized_rt_id);
 	deserialized_bytes += sizeof(int);
 
 	// extract normalized_rt name size
@@ -1314,7 +1290,7 @@ int TaskSegmentation5::deserialize(char *buff) {
 	normalized_rt_name[normalized_rt_name_size] = '\0';
 	memcpy(normalized_rt_name, buff+deserialized_bytes, sizeof(char)*normalized_rt_name_size);
 	deserialized_bytes += sizeof(char)*normalized_rt_name_size;
-	this->normalized_rt_temp->setName(normalized_rt_name);
+	(*this->normalized_rt_temp)->setName(normalized_rt_name);
 
 	// extract field minSizePl
 	this->minSizePl = ((int*)(buff+deserialized_bytes))[0];
@@ -1370,10 +1346,10 @@ TaskSegmentation6::TaskSegmentation6(list<ArgumentBase*> args, RegionTemplate* i
 		if (a->getName().compare("segmented_rt") == 0) {
 			ArgumentRT* segmented_rt_arg;
 			segmented_rt_arg = (ArgumentRT*)a;
-			this->segmented_rt_temp = new DenseDataRegion2D();
-			this->segmented_rt_temp->setName(segmented_rt_arg->getName());
-			this->segmented_rt_temp->setId(std::to_string(segmented_rt_arg->getId()));
-			this->segmented_rt_temp->setVersion(segmented_rt_arg->getId());
+			this->segmented_rt_temp = std::make_shared<DenseDataRegion2D*>(new DenseDataRegion2D());
+			(*this->segmented_rt_temp)->setName(segmented_rt_arg->getName());
+			(*this->segmented_rt_temp)->setId(std::to_string(segmented_rt_arg->getId()));
+			(*this->segmented_rt_temp)->setVersion(segmented_rt_arg->getId());
 			set_cout++;
 		}
 
@@ -1401,7 +1377,6 @@ TaskSegmentation6::TaskSegmentation6(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation6::~TaskSegmentation6() {
-	delete segmented_rt_temp;
 }
 
 bool TaskSegmentation6::run(int procType, int tid) {
@@ -1413,17 +1388,17 @@ bool TaskSegmentation6::run(int procType, int tid) {
 
 	std::cout << "\t\t\tTaskSegmentation6 executing." << std::endl;	
 
-	::nscale::HistologicalEntities::segmentNucleiStg7(&segmented_rt, minSizeSeg, maxSizeSeg, fillHolesConnectivity, seg_nonoverlap);
+	::nscale::HistologicalEntities::segmentNucleiStg7(&segmented_rt, minSizeSeg, maxSizeSeg, fillHolesConnectivity, &*seg_nonoverlap);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
-	this->segmented_rt_temp->setData(segmented_rt);
+	(*this->segmented_rt_temp)->setData(segmented_rt);
 
 	std::cout << "\t\t\tTask Segmentation6 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation6::updateDR(RegionTemplate* rt) {
-rt->insertDataRegion(this->segmented_rt_temp);
+rt->insertDataRegion(*this->segmented_rt_temp);
 
 }
 
@@ -1449,7 +1424,7 @@ void TaskSegmentation6::resolveDependencies(ReusableTask* t) {
 bool TaskSegmentation6::reusable(ReusableTask* rt) {
 	TaskSegmentation6* t = (TaskSegmentation6*)(rt);
 	if (
-		this->segmented_rt_temp->getName() == t->segmented_rt_temp->getName() &&
+		(*this->segmented_rt_temp)->getName() == (*t->segmented_rt_temp)->getName() &&
 		this->minSizeSeg == t->minSizeSeg &&
 		this->maxSizeSeg == t->maxSizeSeg &&
 		this->fillHolesConnectivity == t->fillHolesConnectivity &&
@@ -1466,7 +1441,7 @@ bool TaskSegmentation6::reusable(ReusableTask* rt) {
 int TaskSegmentation6::size() {
 	return 
 		sizeof(int) + sizeof(int) +
-		sizeof(int) + segmented_rt_temp->getName().length()*sizeof(char) + sizeof(int) +
+		sizeof(int) + (*segmented_rt_temp)->getName().length()*sizeof(char) + sizeof(int) +
 		sizeof(int) +
 		sizeof(int) +
 		sizeof(int) +
@@ -1487,17 +1462,17 @@ int TaskSegmentation6::serialize(char *buff) {
 	serialized_bytes+=sizeof(int);
 
 	// copy segmented_rt id
-	int segmented_rt_id = stoi(segmented_rt_temp->getId());
+	int segmented_rt_id = stoi((*segmented_rt_temp)->getId());
 	memcpy(buff+serialized_bytes, &segmented_rt_id, sizeof(int));
 	serialized_bytes+=sizeof(int);
 
 	// copy segmented_rt name size
-	int segmented_rt_name_size = segmented_rt_temp->getName().length();
+	int segmented_rt_name_size = (*segmented_rt_temp)->getName().length();
 	memcpy(buff+serialized_bytes, &segmented_rt_name_size, sizeof(int));
 	serialized_bytes+=sizeof(int);
 
 	// copy segmented_rt name
-	memcpy(buff+serialized_bytes, segmented_rt_temp->getName().c_str(), segmented_rt_name_size*sizeof(char));
+	memcpy(buff+serialized_bytes, (*segmented_rt_temp)->getName().c_str(), segmented_rt_name_size*sizeof(char));
 	serialized_bytes+=segmented_rt_name_size*sizeof(char);
 
 	// copy field minSizeSeg
@@ -1528,12 +1503,12 @@ int TaskSegmentation6::deserialize(char *buff) {
 	deserialized_bytes += sizeof(int);
 
 	// create the segmented_rt
-	this->segmented_rt_temp = new DenseDataRegion2D();
+	this->segmented_rt_temp = std::make_shared<DenseDataRegion2D*>(new DenseDataRegion2D());
 
 	// extract segmented_rt id
 	int segmented_rt_id = ((int*)(buff+deserialized_bytes))[0];
-	this->segmented_rt_temp->setId(to_string(segmented_rt_id));
-	this->segmented_rt_temp->setVersion(segmented_rt_id);
+	(*this->segmented_rt_temp)->setId(to_string(segmented_rt_id));
+	(*this->segmented_rt_temp)->setVersion(segmented_rt_id);
 	deserialized_bytes += sizeof(int);
 
 	// extract segmented_rt name size
@@ -1545,7 +1520,7 @@ int TaskSegmentation6::deserialize(char *buff) {
 	segmented_rt_name[segmented_rt_name_size] = '\0';
 	memcpy(segmented_rt_name, buff+deserialized_bytes, sizeof(char)*segmented_rt_name_size);
 	deserialized_bytes += sizeof(char)*segmented_rt_name_size;
-	this->segmented_rt_temp->setName(segmented_rt_name);
+	(*this->segmented_rt_temp)->setName(segmented_rt_name);
 
 	// extract field minSizeSeg
 	this->minSizeSeg = ((int*)(buff+deserialized_bytes))[0];
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index dda42b6..a9854f4 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -27,9 +27,10 @@ class Segmentation : public RTPipelineComponentBase {
 	// IMPORTANT: this need to be set during the creation of this object
 	int workflow_id;
 
-	list<ReusableTask*> mergable_t1;
+	std::list<ReusableTask*> mergable_t1;
 
 public:
+
 	Segmentation();
 	virtual ~Segmentation();
 
@@ -53,13 +54,12 @@ friend class TaskSegmentation1;
 	double T2;
 	
 	// intertask arguments
-	std::vector<cv::Mat> *bgr;
-	cv::Mat *rbc;
+	std::shared_ptr<std::vector<cv::Mat>> bgr;
+	std::shared_ptr<cv::Mat> rbc;
 
 public:
-
 	// data regions
-	DenseDataRegion2D* normalized_rt_temp;
+	std::shared_ptr<DenseDataRegion2D*> normalized_rt_temp;
 
 	TaskSegmentation0();
 	TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* inputRt);
@@ -90,16 +90,15 @@ friend class TaskSegmentation2;
 	int reconConnectivity;
 	
 	// intertask arguments
-	std::vector<cv::Mat> *bgr;
-	cv::Mat* rc;
-	cv::Mat* rc_recon;
-	cv::Mat* rc_open;
+	std::shared_ptr<std::vector<cv::Mat>> bgr;
+	std::shared_ptr<cv::Mat> rc;
+	std::shared_ptr<cv::Mat> rc_recon;
+	std::shared_ptr<cv::Mat> rc_open;
 
 	// forward intertask arguments
-	cv::Mat *rbc_fw;
+	std::shared_ptr<cv::Mat> rbc_fw;
 
 public:
-
 	// data regions
 
 	TaskSegmentation1();
@@ -132,17 +131,16 @@ friend class TaskSegmentation3;
 	unsigned char G1;
 	
 	// intertask arguments
-	cv::Mat* rc;
-	cv::Mat* rc_recon;
-	cv::Mat* rc_open;
-	cv::Mat* bw1;
-	cv::Mat* diffIm;
+	std::shared_ptr<cv::Mat> rc;
+	std::shared_ptr<cv::Mat> rc_recon;
+	std::shared_ptr<cv::Mat> rc_open;
+	std::shared_ptr<cv::Mat> bw1;
+	std::shared_ptr<cv::Mat> diffIm;
 
 	// forward intertask arguments
-	cv::Mat *rbc_fw;
+	std::shared_ptr<cv::Mat> rbc_fw;
 
 public:
-
 	// data regions
 
 	TaskSegmentation2();
@@ -175,15 +173,14 @@ friend class TaskSegmentation4;
 	int maxSize;
 	
 	// intertask arguments
-	cv::Mat* bw1;
-	cv::Mat* bw1_t;
+	std::shared_ptr<cv::Mat> bw1;
+	std::shared_ptr<cv::Mat> bw1_t;
 
 	// forward intertask arguments
-	cv::Mat *rbc_fw;
-	cv::Mat *diffIm_fw;
+	std::shared_ptr<cv::Mat> rbc_fw;
+	std::shared_ptr<cv::Mat> diffIm_fw;
 
 public:
-
 	// data regions
 
 	TaskSegmentation3();
@@ -215,13 +212,12 @@ friend class TaskSegmentation5;
 	unsigned char G2;
 	
 	// intertask arguments
-	cv::Mat* diffIm;
-	cv::Mat* bw1_t;
-	cv::Mat* rbc;
-	cv::Mat* seg_open;
+	std::shared_ptr<cv::Mat> diffIm;
+	std::shared_ptr<cv::Mat> bw1_t;
+	std::shared_ptr<cv::Mat> rbc;
+	std::shared_ptr<cv::Mat> seg_open;
 
 public:
-
 	// data regions
 
 	TaskSegmentation4();
@@ -254,16 +250,15 @@ friend class TaskSegmentation6;
 	int watershedConnectivity;
 	
 	// intertask arguments
-	cv::Mat* seg_open;
-	cv::Mat* seg_nonoverlap;
+	std::shared_ptr<cv::Mat> seg_open;
+	std::shared_ptr<cv::Mat> seg_nonoverlap;
 
 	// forward intertask arguments
-	cv::Mat *seg_open_fw;
+	std::shared_ptr<cv::Mat> seg_open_fw;
 
 public:
-
 	// data regions
-	DenseDataRegion2D* normalized_rt_temp;
+	std::shared_ptr<DenseDataRegion2D*> normalized_rt_temp;
 
 	TaskSegmentation5();
 	TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* inputRt);
@@ -295,13 +290,12 @@ class TaskSegmentation6: public ReusableTask {
 	int fillHolesConnectivity;
 	
 	// intertask arguments
-	cv::Mat* seg_open;
-	cv::Mat* seg_nonoverlap;
+	std::shared_ptr<cv::Mat> seg_open;
+	std::shared_ptr<cv::Mat> seg_nonoverlap;
 
 public:
-
 	// data regions
-	DenseDataRegion2D* segmented_rt_temp;
+	std::shared_ptr<DenseDataRegion2D*> segmented_rt_temp;
 
 	TaskSegmentation6();
 	TaskSegmentation6(list<ArgumentBase*> args, RegionTemplate* inputRt);

From b875411960c346c1a0263dc872061425b036a20a Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 19 Sep 2016 20:25:01 -0300
Subject: [PATCH 43/87] Started new values input implementation.

---
 .../PipelineManager.cpp                       | 130 +++++++++++++++++-
 1 file changed, 127 insertions(+), 3 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 7dcb892..67d88e3 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -1,6 +1,8 @@
 #include <stdio.h>
+#include <string.h>
 
 #include <iostream>
+#include <sstream>
 #include <string>
 #include <map>
 #include <list>
@@ -102,6 +104,9 @@ void generate_drs(RegionTemplate* rt, const map<int, ArgumentBase*> &expanded_ar
 void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, 
 	map<int, ArgumentBase*> &merged_arguments,
 	RegionTemplate *rt);
+void generate_pre_defined_stages(FILE* parameters_values_file, map<int, ArgumentBase*> args, 
+	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*> workflow_outputs, 
+	map<int, ArgumentBase*> expanded_args, map<int, PipelineComponentBase*> expanded_stages);
 
 // Workflow parsing helper functions
 list<string> line_buffer;
@@ -122,12 +127,18 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	// Tell the system which libraries should be used
-	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
 	// region template used by all stages
 	RegionTemplate *rt = new RegionTemplate();
 	rt->setName("tile");
 
+	// get arguments
+	if (argc != 1 && argc != 3) {
+		cout << "usage: ./PipelineRTFS-NS-Diff-FGO [-i DAKOTA_OUTPUT_FILE]" << endl;
+		return 0;
+	}
+
 	// workflow file
 	FILE* workflow_descriptor = fopen("seg_example.t2flow", "r");
 
@@ -227,8 +238,11 @@ int main(int argc, char* argv[]) {
 	map<int, ArgumentBase*> expanded_args;
 	map<int, PipelineComponentBase*> expanded_stages;
 
-	expand_stages(args, parameters_values, expanded_args, 
-		base_stages, expanded_stages, workflow_outputs);
+	// expand_stages(args, parameters_values, expanded_args, 
+	// 	base_stages, expanded_stages, workflow_outputs);
+	FILE* parameters_values_file = fopen("dakota_nscale_ps_moat_600_32nodes.out", "r");
+	generate_pre_defined_stages(parameters_values_file, args, base_stages, workflow_outputs, 
+		expanded_args, expanded_stages);
 
 	cout << endl<< "merged: " << endl;
 	for (pair<int, PipelineComponentBase*> p : expanded_stages) {
@@ -719,6 +733,116 @@ void connect_stages_from_file(FILE* workflow_descriptor,
 /********* Workflow merging and preparation functions **********/
 /***************************************************************/
 
+double str2d (string s) {
+	istringstream os(s);
+	double d;
+	os >> d;
+	return d;
+}
+
+void generate_pre_defined_stages(FILE* parameters_values_file, map<int, ArgumentBase*> args, 
+	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*> workflow_outputs, 
+	map<int, ArgumentBase*> expanded_args, map<int, PipelineComponentBase*> expanded_stages) {
+
+	cout << "[generate_pre_defined_stages]" << endl;
+
+	string pe("Parameters for evaluation");
+
+	char* line = NULL;
+	size_t length=0;
+
+	// map of arguments, ordered by name, containing all values of each argument
+	map<string, list<ArgumentBase*>> input_arguments;
+
+	list<list<ArgumentBase*>> stages_arguments;
+
+	while(getline(&line, &length, parameters_values_file) != -1) {
+		// go to the first pe
+		while (string(line).find(pe) == string::npos)
+			getline(&line, &length, parameters_values_file);
+
+		list<ArgumentBase*> current_args;
+
+		// get all parameters of a workflow
+		while (string(line).compare("\r\n") != 0) {
+			getline(&line, &length, parameters_values_file);
+
+			cout << line << endl;
+
+			// get parameter name, value and token
+			char* token = strtok(line, " \t");
+			string value(token);
+			token = strtok(NULL, " \t");
+			string name(token);
+			token = strtok(NULL, " \t\n");
+			string type(token);
+
+			ArgumentBase* arg;
+
+			// verify if the argument is on the map and if it contains the current value
+			bool found = false;
+			for (ArgumentBase* a : input_arguments[name]) {
+				istringstream os(value);
+				double d;
+				os >> d;
+				if (a->getName().compare(name)==0 && a->toString().compare(to_string(d))==0) {
+					found = true;
+					arg = a;
+				}
+			}
+
+			char* token2;
+			if (!found) {
+				switch (get_port_type(type)) {
+					case parsing::int_t:
+						arg = new ArgumentInt((int)str2d(value));
+						break;
+					case parsing::string_t:
+						arg = new ArgumentString(value);
+						break;
+					case parsing::float_t:
+						arg = new ArgumentFloat((float)str2d(value));
+						break;
+					case parsing::float_array_t:
+						arg = new ArgumentFloatArray();
+						token2 = strtok(const_cast<char*>(value.c_str()), "[],");
+						while (token2 != NULL) {
+							// convert value
+							ArgumentFloat f((float)str2d(token2));
+							((ArgumentFloatArray*)arg)->addArgValue(f);
+							token2 = strtok(NULL, "[],");
+						}
+						break;
+					default:
+						exit(-4);
+				}
+				arg->setName(name);
+				arg->setId(new_uid());
+
+				input_arguments[name].emplace_back(arg);
+			}
+
+			current_args.emplace_back(arg);
+		}
+
+		stages_arguments.emplace_back(current_args);
+	}
+
+	for (list<ArgumentBase*> s : stages_arguments) {
+		cout << "got stage:" << endl;
+		for (ArgumentBase* a : s) {
+			cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
+		}
+	}
+
+	for (pair<string, list<ArgumentBase*>> p : input_arguments) {
+		cout << "Argument " << p.first << " with values:" << endl;
+		for (ArgumentBase* a : p.second) {
+			cout << "\t" << a->getId() << ": " << a->toString() << endl;
+		}
+	}
+}
+
 bool all_inps_in(list<int> inps, map<int, list<ArgumentBase*>> ref) {
 	for (int i : inps) {
 		if (ref.find(i) == ref.end())

From 1970df812503941ad9108ba35c96ce01991f790b Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Wed, 21 Sep 2016 20:15:04 -0300
Subject: [PATCH 44/87] Dakota input file added and partial implementation on
 PipelineManager.

---
 .../PipelineManager.cpp                       |   152 +-
 .../dakota_nscale_ps_moat_600_32nodes.out     | 14718 ++++++++++++++++
 2 files changed, 14832 insertions(+), 38 deletions(-)
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/dakota_nscale_ps_moat_600_32nodes.out

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 67d88e3..8fac5ac 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -9,6 +9,7 @@
 #include <vector>
 #include <regex>
 #include <cfloat>
+#include <algorithm>
 
 #include "json/json.h"
 
@@ -740,6 +741,45 @@ double str2d (string s) {
 	return d;
 }
 
+ArgumentBase* gen_arg(string value, string type) {
+	ArgumentBase* arg;
+	char* token2;
+	switch (get_port_type(type)) {
+		case parsing::int_t:
+			arg = new ArgumentInt((int)str2d(value));
+			break;
+		case parsing::string_t:
+			arg = new ArgumentString(value);
+			break;
+		case parsing::float_t:
+			arg = new ArgumentFloat((float)str2d(value));
+			break;
+		case parsing::float_array_t:
+			arg = new ArgumentFloatArray();
+			token2 = strtok(const_cast<char*>(value.c_str()), "[],");
+			while (token2 != NULL) {
+				// convert value
+				ArgumentFloat f((float)str2d(token2));
+				((ArgumentFloatArray*)arg)->addArgValue(f);
+				token2 = strtok(NULL, "[],");
+			}
+			break;
+		default:
+			exit(-4);
+	}
+	return arg;
+}
+
+all_inps_in(p.second->getInputs(), args, input_arguments)
+
+bool all_inps_in(list<int> inps, map<int, list<ArgumentBase*>> ref) {
+	for (int i : inps) {
+		if (ref.find(i) == ref.end())
+			return false;
+	}
+	return true;
+}
+
 void generate_pre_defined_stages(FILE* parameters_values_file, map<int, ArgumentBase*> args, 
 	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*> workflow_outputs, 
 	map<int, ArgumentBase*> expanded_args, map<int, PipelineComponentBase*> expanded_stages) {
@@ -758,20 +798,30 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 
 	while(getline(&line, &length, parameters_values_file) != -1) {
 		// go to the first pe
-		while (string(line).find(pe) == string::npos)
-			getline(&line, &length, parameters_values_file);
+		int r = 0;
+		while (string(line).find(pe) == string::npos && r != -1)
+			r = getline(&line, &length, parameters_values_file);
+
+		// finishes loop when the eof is reached
+		if (r == -1)
+			break;
 
 		list<ArgumentBase*> current_args;
 
 		// get all parameters of a workflow
-		while (string(line).compare("\r\n") != 0) {
+		while (true) {
 			getline(&line, &length, parameters_values_file);
 
-			cout << line << endl;
+			cout << endl << line;
 
 			// get parameter name, value and token
 			char* token = strtok(line, " \t");
 			string value(token);
+
+			// break loop if the line is empty with only a '\n'
+			if (value.compare("\n")==0)
+				break;
+
 			token = strtok(NULL, " \t");
 			string name(token);
 			token = strtok(NULL, " \t\n");
@@ -782,40 +832,18 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 			// verify if the argument is on the map and if it contains the current value
 			bool found = false;
 			for (ArgumentBase* a : input_arguments[name]) {
-				istringstream os(value);
-				double d;
-				os >> d;
-				if (a->getName().compare(name)==0 && a->toString().compare(to_string(d))==0) {
+				ArgumentBase* aa = gen_arg(value, type);
+				// cout << "[---] comparing " << a->getName() << ":" << a->toString() << " with " << name << ":" << aa->toString() << endl;
+				if (a->getName().compare(name)==0 && a->toString().compare(aa->toString())==0) {
 					found = true;
 					arg = a;
+					break;
 				}
 			}
 
 			char* token2;
 			if (!found) {
-				switch (get_port_type(type)) {
-					case parsing::int_t:
-						arg = new ArgumentInt((int)str2d(value));
-						break;
-					case parsing::string_t:
-						arg = new ArgumentString(value);
-						break;
-					case parsing::float_t:
-						arg = new ArgumentFloat((float)str2d(value));
-						break;
-					case parsing::float_array_t:
-						arg = new ArgumentFloatArray();
-						token2 = strtok(const_cast<char*>(value.c_str()), "[],");
-						while (token2 != NULL) {
-							// convert value
-							ArgumentFloat f((float)str2d(token2));
-							((ArgumentFloatArray*)arg)->addArgValue(f);
-							token2 = strtok(NULL, "[],");
-						}
-						break;
-					default:
-						exit(-4);
-				}
+				arg = gen_arg(value, type);
 				arg->setName(name);
 				arg->setId(new_uid());
 
@@ -828,19 +856,67 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 		stages_arguments.emplace_back(current_args);
 	}
 
-	for (list<ArgumentBase*> s : stages_arguments) {
-		cout << "got stage:" << endl;
-		for (ArgumentBase* a : s) {
-			cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
-		}
-	}
-
+	// show all generated args
 	for (pair<string, list<ArgumentBase*>> p : input_arguments) {
 		cout << "Argument " << p.first << " with values:" << endl;
 		for (ArgumentBase* a : p.second) {
 			cout << "\t" << a->getId() << ": " << a->toString() << endl;
 		}
 	}
+
+	// keep expanding stages until there is no stage left
+	while (base_stages.size() != 0) {
+		// cout << "base_stages size: " << base_stages.size() << endl;
+		for (pair<int, PipelineComponentBase*> p : base_stages) {
+			// attempt to find a stage witch has all inputs expanded
+			if (all_inps_in(p.second->getInputs(), args, input_arguments)) {
+				cout << "stage " << p.second->getName() << " has all inputs" << endl;
+
+				// A list of concatenated arg values, used as a quick way to verify if a stage with
+				// the same args was already created.
+				list<string> arg_values_list;
+
+				// expands all input values of stage p
+				for (list<ArgumentBase*> as : stages_arguments) {
+					PipelineComponentBase* tmp = p.second->clone();
+					string arg_values = "";
+					// add all arguments from stages_arguments that belong to stage p.second
+					for (int inp_id : p.second->getInputs()) {
+						for (ArgumentBase* a : stages_arguments) {
+							if (args[inp_id]->getName().compare(a->getName())==0 && args[inp_id]->toString().compare(a->toString())) {
+								arg_values += aa->toString();
+								tmp->addArgument(aa);
+							}
+						}
+					}
+					// verify if there is no other stage with the same values
+					if (find(arg_values_list.begin(), arg_values_list.end(), arg_values) == arg_values_list.end()) {
+						arg_values_list.emplace_back(arg_values);
+						int id = new_uid();
+						tmp->setId(id);
+						expanded_stages[id] = tmp;
+					} else
+						delete tmp;
+				}
+
+				// remove stage descriptor since it was already solved
+				base_stages.erase(p.first);
+			}
+		}
+		for (map<int, PipelineComponentBase*> s : expanded_stages) {
+			cout << s.second->getName() << ":" endl;
+			for (ArgumentBase* a : s.second->getArguments()) {
+				cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
+			}
+		}
+	}
+
+	for (list<ArgumentBase*> s : stages_arguments) {
+		cout << "got stage:" << endl;
+		for (ArgumentBase* a : s) {
+			cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
+		}
+	}
 }
 
 bool all_inps_in(list<int> inps, map<int, list<ArgumentBase*>> ref) {
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/dakota_nscale_ps_moat_600_32nodes.out b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/dakota_nscale_ps_moat_600_32nodes.out
new file mode 100644
index 0000000..f9ebf88
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/dakota_nscale_ps_moat_600_32nodes.out
@@ -0,0 +1,14718 @@
+Dakota version 6.3 released November 15 2015.
+Subversion revision 3842 built Nov  6 2015 21:42:16.
+Running MPI Dakota executable in serial mode.
+Start time: Mon Jan 18 12:36:39 2016
+
+------------------------
+Begin DAKOTA input file
+dakota_nscale_ps_moat.in
+------------------------
+#  DAKOTA INPUT FILE - dakota_nscale_ps_moat.in
+#  This is a sample file for parameter study with the nscale segmentation pipeline
+#  using the PSUADE MOAT method
+
+
+method
+  psuade_moat
+  samples = 630
+  partitions = 20
+  seed = 500 
+
+model
+  single
+
+variables
+  continuous_design = 15
+    lower_bounds      210.0   210.0 210.0   2.5 2.5 5.0 2.0 2.0   900.0   5.0   2.0   900.0   4.0   4.0 4.0
+    upper_bounds      240.0 240.0   240.0 7.5     7.5 80.0  40.0  40.0    1500.0    80.0    80.0    1500.0    8.0   8.0 8.0
+    descriptors       'blue integer'   'green integer'  'red integer'   'T1 float'    'T2 float'  'G1 integer'  'G2 integer'  'minSize integer' 'maxSize integer' 'minSizePl integer' 'minSizeSeg integer'  'maxSizeSeg integer'  'fillHoles integer' 'recon integer' 'water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string'
+
+interface,
+  fork
+#   asynchronous
+    analysis_driver = 'simulator_script'
+    parameters_file = 'params.in'
+    results_file    = 'results.out'
+    work_directory directory_tag
+# uncomment to leave params.in and results.out files in work_dir subdirectories
+#     named 'workdir' file_save  directory_save
+
+
+responses
+  response_functions = 1
+  no_gradients
+  no_hessians   
+
+---------------------
+End DAKOTA input file
+---------------------
+
+Using Dakota input file 'dakota_nscale_ps_moat.in'
+Writing new restart file dakota.rst
+
+>>>>> Executing environment.
+
+>>>>> Running psuade_moat iterator.
+
+Warning: PSUADE MOAT requires number of samples to be a multiple of num_cdv+1.
+         Resetting samples to 640.
+
+Warning: PSUADE MOAT partitions must be odd (even number of levels).
+         Setting to partitions = 21 (levels = 22).
+
+PSUADE DACE method = 2568 Samples = 640 Seed (user-specified) = 500
+            Partitions = 21 (Levels = 22)
+
+---------------------
+Begin Evaluation    1
+---------------------
+Parameters for evaluation 1:
+                      2.2000000000e+02 blue integer
+                      2.3714285714e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      1.6857142857e+01 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      6.6666666667e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 1:
+Active set vector = { 1 }
+                      4.8351692300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation    2
+---------------------
+Parameters for evaluation 2:
+                      2.2000000000e+02 blue integer
+                      2.3714285714e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      1.6857142857e+01 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      6.6666666667e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 2:
+Active set vector = { 1 }
+                      4.7958557100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation    3
+---------------------
+Parameters for evaluation 3:
+                      2.2000000000e+02 blue integer
+                      2.3714285714e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      1.6857142857e+01 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      6.6666666667e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 3:
+Active set vector = { 1 }
+                      3.7964769100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation    4
+---------------------
+Parameters for evaluation 4:
+                      2.2000000000e+02 blue integer
+                      2.3714285714e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      1.6857142857e+01 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.5714285714e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 4:
+Active set vector = { 1 }
+                      3.3761642400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation    5
+---------------------
+Parameters for evaluation 5:
+                      2.2000000000e+02 blue integer
+                      2.3714285714e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.5714285714e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 5:
+Active set vector = { 1 }
+                      3.4529314500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation    6
+---------------------
+Parameters for evaluation 6:
+                      2.3571428571e+02 blue integer
+                      2.3714285714e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.5714285714e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 6:
+Active set vector = { 1 }
+                      3.4529314500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation    7
+---------------------
+Parameters for evaluation 7:
+                      2.3571428571e+02 blue integer
+                      2.3714285714e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.5714285714e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 7:
+Active set vector = { 1 }
+                      3.0657114900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation    8
+---------------------
+Parameters for evaluation 8:
+                      2.3571428571e+02 blue integer
+                      2.3714285714e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.5714285714e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 8:
+Active set vector = { 1 }
+                      3.0499782100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation    9
+---------------------
+Parameters for evaluation 9:
+                      2.3571428571e+02 blue integer
+                      2.3714285714e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.5714285714e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 9:
+Active set vector = { 1 }
+                      3.0505543600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   10
+---------------------
+Parameters for evaluation 10:
+                      2.3571428571e+02 blue integer
+                      2.3714285714e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      4.5714285714e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 10:
+Active set vector = { 1 }
+                      3.0506628100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   11
+---------------------
+Parameters for evaluation 11:
+                      2.3571428571e+02 blue integer
+                      2.3714285714e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      4.5714285714e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 11:
+Active set vector = { 1 }
+                      2.9959738900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   12
+---------------------
+Parameters for evaluation 12:
+                      2.3571428571e+02 blue integer
+                      2.2142857143e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      4.5714285714e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 12:
+Active set vector = { 1 }
+                      2.9959738900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   13
+---------------------
+Parameters for evaluation 13:
+                      2.3571428571e+02 blue integer
+                      2.2142857143e+02 green integer
+                      2.1428571429e+02 red integer
+                      5.1190476190e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      4.5714285714e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 13:
+Active set vector = { 1 }
+                      2.9959738900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   14
+---------------------
+Parameters for evaluation 14:
+                      2.3571428571e+02 blue integer
+                      2.2142857143e+02 green integer
+                      2.1428571429e+02 red integer
+                      2.5000000000e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      4.5714285714e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 14:
+Active set vector = { 1 }
+                      2.9959738900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   15
+---------------------
+Parameters for evaluation 15:
+                      2.3571428571e+02 blue integer
+                      2.2142857143e+02 green integer
+                      2.1428571429e+02 red integer
+                      2.5000000000e+00 T1 float
+                      5.8333333333e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      4.5714285714e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 15:
+Active set vector = { 1 }
+                      3.9134950500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   16
+---------------------
+Parameters for evaluation 16:
+                      2.3571428571e+02 blue integer
+                      2.2142857143e+02 green integer
+                      2.1428571429e+02 red integer
+                      2.5000000000e+00 T1 float
+                      3.2142857143e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      4.5714285714e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 16:
+Active set vector = { 1 }
+                      3.7573355100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   17
+---------------------
+Parameters for evaluation 17:
+                      2.1428571429e+02 blue integer
+                      2.1714285714e+02 green integer
+                      2.2142857143e+02 red integer
+                      4.6428571429e+00 T1 float
+                      6.5476190476e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.1047619048e+01 G2 integer
+                      1.8285714286e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.2428571429e+03 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      5.9047619048e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 17:
+Active set vector = { 1 }
+                      3.6481518000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   18
+---------------------
+Parameters for evaluation 18:
+                      2.1428571429e+02 blue integer
+                      2.1714285714e+02 green integer
+                      2.2142857143e+02 red integer
+                      4.6428571429e+00 T1 float
+                      6.5476190476e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.2428571429e+03 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      5.9047619048e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 18:
+Active set vector = { 1 }
+                      3.6481518000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   19
+---------------------
+Parameters for evaluation 19:
+                      2.1428571429e+02 blue integer
+                      2.1714285714e+02 green integer
+                      2.2142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      6.5476190476e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.2428571429e+03 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      5.9047619048e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 19:
+Active set vector = { 1 }
+                      3.6485548600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   20
+---------------------
+Parameters for evaluation 20:
+                      2.1428571429e+02 blue integer
+                      2.1714285714e+02 green integer
+                      2.2142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      6.5476190476e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.2428571429e+03 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      5.9047619048e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 20:
+Active set vector = { 1 }
+                      3.6721923300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   21
+---------------------
+Parameters for evaluation 21:
+                      2.1428571429e+02 blue integer
+                      2.1714285714e+02 green integer
+                      2.2142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      6.5476190476e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      5.9047619048e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 21:
+Active set vector = { 1 }
+                      3.6893387300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   22
+---------------------
+Parameters for evaluation 22:
+                      2.1428571429e+02 blue integer
+                      2.1714285714e+02 green integer
+                      2.2142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      6.5476190476e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 22:
+Active set vector = { 1 }
+                      3.5810104800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   23
+---------------------
+Parameters for evaluation 23:
+                      2.1428571429e+02 blue integer
+                      2.1714285714e+02 green integer
+                      2.2142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      6.5476190476e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 23:
+Active set vector = { 1 }
+                      5.0191888500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   24
+---------------------
+Parameters for evaluation 24:
+                      2.1428571429e+02 blue integer
+                      2.1714285714e+02 green integer
+                      2.2142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      3.9285714286e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 24:
+Active set vector = { 1 }
+                      4.9958261200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   25
+---------------------
+Parameters for evaluation 25:
+                      2.1428571429e+02 blue integer
+                      2.1714285714e+02 green integer
+                      2.2142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      3.9285714286e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 25:
+Active set vector = { 1 }
+                      5.3772396400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   26
+---------------------
+Parameters for evaluation 26:
+                      2.1428571429e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.2142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      3.9285714286e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 26:
+Active set vector = { 1 }
+                      5.3772428400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   27
+---------------------
+Parameters for evaluation 27:
+                      2.1428571429e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      7.2619047619e+00 T1 float
+                      3.9285714286e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 27:
+Active set vector = { 1 }
+                      5.3772428400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   28
+---------------------
+Parameters for evaluation 28:
+                      2.3000000000e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      7.2619047619e+00 T1 float
+                      3.9285714286e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 28:
+Active set vector = { 1 }
+                      5.3772428400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   29
+---------------------
+Parameters for evaluation 29:
+                      2.3000000000e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      7.2619047619e+00 T1 float
+                      3.9285714286e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.4761904762e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 29:
+Active set vector = { 1 }
+                      5.3358350500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   30
+---------------------
+Parameters for evaluation 30:
+                      2.3000000000e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      7.2619047619e+00 T1 float
+                      3.9285714286e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.0952380952e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.4761904762e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 30:
+Active set vector = { 1 }
+                      4.6312778500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   31
+---------------------
+Parameters for evaluation 31:
+                      2.3000000000e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      7.2619047619e+00 T1 float
+                      3.9285714286e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.0952380952e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.1857142857e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.4761904762e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 31:
+Active set vector = { 1 }
+                      4.9642346000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   32
+---------------------
+Parameters for evaluation 32:
+                      2.3000000000e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      7.2619047619e+00 T1 float
+                      3.9285714286e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.0952380952e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.1857142857e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.4761904762e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 32:
+Active set vector = { 1 }
+                      3.1293123600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   33
+---------------------
+Parameters for evaluation 33:
+                      2.1428571429e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.2714285714e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.6428571429e+00 T2 float
+                      3.3571428571e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.0428571429e+03 maxSizeSeg integer
+                      5.3333333333e+00 fillHoles integer
+                      5.1428571429e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 33:
+Active set vector = { 1 }
+                      3.0668021500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   34
+---------------------
+Parameters for evaluation 34:
+                      2.1428571429e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.2714285714e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.6428571429e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.0428571429e+03 maxSizeSeg integer
+                      5.3333333333e+00 fillHoles integer
+                      5.1428571429e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 34:
+Active set vector = { 1 }
+                      3.1146309200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   35
+---------------------
+Parameters for evaluation 35:
+                      2.1428571429e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.2714285714e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.6428571429e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.0428571429e+03 maxSizeSeg integer
+                      5.3333333333e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 35:
+Active set vector = { 1 }
+                      3.5105010800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   36
+---------------------
+Parameters for evaluation 36:
+                      2.1428571429e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.2714285714e+02 red integer
+                      6.5476190476e+00 T1 float
+                      7.2619047619e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.0428571429e+03 maxSizeSeg integer
+                      5.3333333333e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 36:
+Active set vector = { 1 }
+                      3.5162975400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   37
+---------------------
+Parameters for evaluation 37:
+                      2.3000000000e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.2714285714e+02 red integer
+                      6.5476190476e+00 T1 float
+                      7.2619047619e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.0428571429e+03 maxSizeSeg integer
+                      5.3333333333e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 37:
+Active set vector = { 1 }
+                      3.5162975400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   38
+---------------------
+Parameters for evaluation 38:
+                      2.3000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.2714285714e+02 red integer
+                      6.5476190476e+00 T1 float
+                      7.2619047619e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.0428571429e+03 maxSizeSeg integer
+                      5.3333333333e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 38:
+Active set vector = { 1 }
+                      3.5162975400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   39
+---------------------
+Parameters for evaluation 39:
+                      2.3000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.2714285714e+02 red integer
+                      6.5476190476e+00 T1 float
+                      7.2619047619e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.0428571429e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 39:
+Active set vector = { 1 }
+                      3.5168342600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   40
+---------------------
+Parameters for evaluation 40:
+                      2.3000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.2714285714e+02 red integer
+                      6.5476190476e+00 T1 float
+                      7.2619047619e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.3571428571e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 40:
+Active set vector = { 1 }
+                      3.5184267200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   41
+---------------------
+Parameters for evaluation 41:
+                      2.3000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.1142857143e+02 red integer
+                      6.5476190476e+00 T1 float
+                      7.2619047619e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.3571428571e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 41:
+Active set vector = { 1 }
+                      3.5184267200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   42
+---------------------
+Parameters for evaluation 42:
+                      2.3000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.1142857143e+02 red integer
+                      6.5476190476e+00 T1 float
+                      7.2619047619e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.3571428571e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 42:
+Active set vector = { 1 }
+                      3.7982736400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   43
+---------------------
+Parameters for evaluation 43:
+                      2.3000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.9285714286e+00 T1 float
+                      7.2619047619e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.3571428571e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 43:
+Active set vector = { 1 }
+                      3.7982736400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   44
+---------------------
+Parameters for evaluation 44:
+                      2.3000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.9285714286e+00 T1 float
+                      7.2619047619e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.3571428571e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 44:
+Active set vector = { 1 }
+                      3.7220017000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   45
+---------------------
+Parameters for evaluation 45:
+                      2.3000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.9285714286e+00 T1 float
+                      7.2619047619e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.3571428571e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 45:
+Active set vector = { 1 }
+                      3.7219762500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   46
+---------------------
+Parameters for evaluation 46:
+                      2.3000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.9285714286e+00 T1 float
+                      7.2619047619e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.3571428571e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 46:
+Active set vector = { 1 }
+                      3.6727717300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   47
+---------------------
+Parameters for evaluation 47:
+                      2.3000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.9285714286e+00 T1 float
+                      7.2619047619e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.3571428571e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 47:
+Active set vector = { 1 }
+                      2.9621689300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   48
+---------------------
+Parameters for evaluation 48:
+                      2.3000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.9285714286e+00 T1 float
+                      7.2619047619e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.3571428571e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 48:
+Active set vector = { 1 }
+                      3.8433809500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   49
+---------------------
+Parameters for evaluation 49:
+                      2.3142857143e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.3714285714e+02 red integer
+                      5.1190476190e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.2714285714e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      5.9047619048e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 49:
+Active set vector = { 1 }
+                      5.3603877000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   50
+---------------------
+Parameters for evaluation 50:
+                      2.3142857143e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.3714285714e+02 red integer
+                      5.1190476190e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.2714285714e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      5.9047619048e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 50:
+Active set vector = { 1 }
+                      5.3454902600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   51
+---------------------
+Parameters for evaluation 51:
+                      2.3142857143e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.3714285714e+02 red integer
+                      5.1190476190e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.2714285714e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      5.9047619048e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 51:
+Active set vector = { 1 }
+                      4.9521069200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   52
+---------------------
+Parameters for evaluation 52:
+                      2.3142857143e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.3714285714e+02 red integer
+                      5.1190476190e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.2714285714e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 52:
+Active set vector = { 1 }
+                      4.7459727500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   53
+---------------------
+Parameters for evaluation 53:
+                      2.3142857143e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.3714285714e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.2714285714e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 53:
+Active set vector = { 1 }
+                      4.7462487000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   54
+---------------------
+Parameters for evaluation 54:
+                      2.3142857143e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.3714285714e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.2714285714e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 54:
+Active set vector = { 1 }
+                      4.7450943900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   55
+---------------------
+Parameters for evaluation 55:
+                      2.3142857143e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.3714285714e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 55:
+Active set vector = { 1 }
+                      4.7451510100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   56
+---------------------
+Parameters for evaluation 56:
+                      2.3142857143e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.3714285714e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 56:
+Active set vector = { 1 }
+                      4.7392140100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   57
+---------------------
+Parameters for evaluation 57:
+                      2.3142857143e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.3714285714e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 57:
+Active set vector = { 1 }
+                      4.8551825500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   58
+---------------------
+Parameters for evaluation 58:
+                      2.1571428571e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.3714285714e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 58:
+Active set vector = { 1 }
+                      4.8551825500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   59
+---------------------
+Parameters for evaluation 59:
+                      2.1571428571e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.3714285714e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 59:
+Active set vector = { 1 }
+                      4.8550122000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   60
+---------------------
+Parameters for evaluation 60:
+                      2.1571428571e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.3714285714e+02 red integer
+                      2.5000000000e+00 T1 float
+                      6.7857142857e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 60:
+Active set vector = { 1 }
+                      4.8582458600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   61
+---------------------
+Parameters for evaluation 61:
+                      2.1571428571e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.3714285714e+02 red integer
+                      2.5000000000e+00 T1 float
+                      6.7857142857e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 61:
+Active set vector = { 1 }
+                      2.9564958400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   62
+---------------------
+Parameters for evaluation 62:
+                      2.1571428571e+02 blue integer
+                      2.3571428571e+02 green integer
+                      2.2142857143e+02 red integer
+                      2.5000000000e+00 T1 float
+                      6.7857142857e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 62:
+Active set vector = { 1 }
+                      2.9564958400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   63
+---------------------
+Parameters for evaluation 63:
+                      2.1571428571e+02 blue integer
+                      2.2000000000e+02 green integer
+                      2.2142857143e+02 red integer
+                      2.5000000000e+00 T1 float
+                      6.7857142857e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 63:
+Active set vector = { 1 }
+                      2.9564958400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   64
+---------------------
+Parameters for evaluation 64:
+                      2.1571428571e+02 blue integer
+                      2.2000000000e+02 green integer
+                      2.2142857143e+02 red integer
+                      2.5000000000e+00 T1 float
+                      6.7857142857e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      8.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 64:
+Active set vector = { 1 }
+                      2.6490519300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   65
+---------------------
+Parameters for evaluation 65:
+                      2.2000000000e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.1000000000e+02 red integer
+                      3.6904761905e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      3.3571428571e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 65:
+Active set vector = { 1 }
+                      2.8771799200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   66
+---------------------
+Parameters for evaluation 66:
+                      2.2000000000e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      3.3571428571e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 66:
+Active set vector = { 1 }
+                      2.8780633100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   67
+---------------------
+Parameters for evaluation 67:
+                      2.2000000000e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      3.3571428571e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 67:
+Active set vector = { 1 }
+                      3.2297567500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   68
+---------------------
+Parameters for evaluation 68:
+                      2.2000000000e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      3.3571428571e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 68:
+Active set vector = { 1 }
+                      3.2300977700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   69
+---------------------
+Parameters for evaluation 69:
+                      2.3571428571e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      3.3571428571e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 69:
+Active set vector = { 1 }
+                      3.2306577800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   70
+---------------------
+Parameters for evaluation 70:
+                      2.3571428571e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      3.3571428571e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 70:
+Active set vector = { 1 }
+                      3.2352006100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   71
+---------------------
+Parameters for evaluation 71:
+                      2.3571428571e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      3.3571428571e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 71:
+Active set vector = { 1 }
+                      3.2227605100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   72
+---------------------
+Parameters for evaluation 72:
+                      2.3571428571e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      3.3571428571e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 72:
+Active set vector = { 1 }
+                      5.1738144700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   73
+---------------------
+Parameters for evaluation 73:
+                      2.3571428571e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      3.3571428571e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 73:
+Active set vector = { 1 }
+                      5.1081487700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   74
+---------------------
+Parameters for evaluation 74:
+                      2.3571428571e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.7714285714e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 74:
+Active set vector = { 1 }
+                      4.9005510200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   75
+---------------------
+Parameters for evaluation 75:
+                      2.3571428571e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      1.6857142857e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 75:
+Active set vector = { 1 }
+                      4.8936144400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   76
+---------------------
+Parameters for evaluation 76:
+                      2.3571428571e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.3000000000e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      1.6857142857e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 76:
+Active set vector = { 1 }
+                      4.8936177300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   77
+---------------------
+Parameters for evaluation 77:
+                      2.3571428571e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.3000000000e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      1.6857142857e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 77:
+Active set vector = { 1 }
+                      4.8643666100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   78
+---------------------
+Parameters for evaluation 78:
+                      2.3571428571e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.3000000000e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      1.6857142857e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 78:
+Active set vector = { 1 }
+                      4.8643666100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   79
+---------------------
+Parameters for evaluation 79:
+                      2.3571428571e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.3000000000e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      1.6857142857e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 79:
+Active set vector = { 1 }
+                      4.9518329000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   80
+---------------------
+Parameters for evaluation 80:
+                      2.3571428571e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.2571428571e+02 red integer
+                      6.3095238095e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      7.2857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.3000000000e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      1.6857142857e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 80:
+Active set vector = { 1 }
+                      4.9518329000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   81
+---------------------
+Parameters for evaluation 81:
+                      2.2000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      3.6904761905e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.1428571429e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 81:
+Active set vector = { 1 }
+                      3.5943578000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   82
+---------------------
+Parameters for evaluation 82:
+                      2.2000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      3.6904761905e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.1428571429e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 82:
+Active set vector = { 1 }
+                      3.5160460400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   83
+---------------------
+Parameters for evaluation 83:
+                      2.2000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      3.6904761905e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.1428571429e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      4.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 83:
+Active set vector = { 1 }
+                      5.1077152900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   84
+---------------------
+Parameters for evaluation 84:
+                      2.2000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      3.6904761905e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.1428571429e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 84:
+Active set vector = { 1 }
+                      5.0671306900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   85
+---------------------
+Parameters for evaluation 85:
+                      2.2000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      3.6904761905e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.1428571429e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 85:
+Active set vector = { 1 }
+                      4.6701720000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   86
+---------------------
+Parameters for evaluation 86:
+                      2.3571428571e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      3.6904761905e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.1428571429e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 86:
+Active set vector = { 1 }
+                      4.6701720000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   87
+---------------------
+Parameters for evaluation 87:
+                      2.3571428571e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      3.6904761905e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      5.1428571429e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 87:
+Active set vector = { 1 }
+                      4.6696380500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   88
+---------------------
+Parameters for evaluation 88:
+                      2.3571428571e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      3.6904761905e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      5.1428571429e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 88:
+Active set vector = { 1 }
+                      5.5524489800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   89
+---------------------
+Parameters for evaluation 89:
+                      2.3571428571e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      5.1428571429e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 89:
+Active set vector = { 1 }
+                      5.5537837800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   90
+---------------------
+Parameters for evaluation 90:
+                      2.3571428571e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      7.2380952381e+00 fillHoles integer
+                      7.2380952381e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 90:
+Active set vector = { 1 }
+                      5.5660317900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   91
+---------------------
+Parameters for evaluation 91:
+                      2.3571428571e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      7.2380952381e+00 fillHoles integer
+                      5.1428571429e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 91:
+Active set vector = { 1 }
+                      5.1643709300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   92
+---------------------
+Parameters for evaluation 92:
+                      2.3571428571e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      7.2380952381e+00 fillHoles integer
+                      5.1428571429e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 92:
+Active set vector = { 1 }
+                      5.1643709300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   93
+---------------------
+Parameters for evaluation 93:
+                      2.3571428571e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.3857142857e+02 red integer
+                      5.1190476190e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      7.2380952381e+00 fillHoles integer
+                      5.1428571429e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 93:
+Active set vector = { 1 }
+                      5.1643709300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   94
+---------------------
+Parameters for evaluation 94:
+                      2.3571428571e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.2285714286e+02 red integer
+                      5.1190476190e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      7.2380952381e+00 fillHoles integer
+                      5.1428571429e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 94:
+Active set vector = { 1 }
+                      5.1643709300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   95
+---------------------
+Parameters for evaluation 95:
+                      2.3571428571e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.2285714286e+02 red integer
+                      5.1190476190e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.1857142857e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      7.2380952381e+00 fillHoles integer
+                      5.1428571429e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 95:
+Active set vector = { 1 }
+                      5.1643739700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   96
+---------------------
+Parameters for evaluation 96:
+                      2.3571428571e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.2285714286e+02 red integer
+                      5.1190476190e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.1857142857e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      7.2380952381e+00 fillHoles integer
+                      5.1428571429e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 96:
+Active set vector = { 1 }
+                      3.9170473500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   97
+---------------------
+Parameters for evaluation 97:
+                      2.1142857143e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.2714285714e+02 red integer
+                      6.7857142857e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      1.8285714286e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 97:
+Active set vector = { 1 }
+                      2.9832012700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   98
+---------------------
+Parameters for evaluation 98:
+                      2.1142857143e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.2714285714e+02 red integer
+                      6.7857142857e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      1.8285714286e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 98:
+Active set vector = { 1 }
+                      5.2569864100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation   99
+---------------------
+Parameters for evaluation 99:
+                      2.1142857143e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.2714285714e+02 red integer
+                      4.1666666667e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      1.8285714286e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 99:
+Active set vector = { 1 }
+                      5.2543794600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  100
+---------------------
+Parameters for evaluation 100:
+                      2.1142857143e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.2714285714e+02 red integer
+                      4.1666666667e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      1.8285714286e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 100:
+Active set vector = { 1 }
+                      5.6897291700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  101
+---------------------
+Parameters for evaluation 101:
+                      2.1142857143e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.2714285714e+02 red integer
+                      4.1666666667e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      1.8285714286e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 101:
+Active set vector = { 1 }
+                      5.7210119400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  102
+---------------------
+Parameters for evaluation 102:
+                      2.1142857143e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.2714285714e+02 red integer
+                      4.1666666667e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      1.8285714286e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 102:
+Active set vector = { 1 }
+                      5.7603166200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  103
+---------------------
+Parameters for evaluation 103:
+                      2.1142857143e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.2714285714e+02 red integer
+                      4.1666666667e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      1.8285714286e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 103:
+Active set vector = { 1 }
+                      6.1018145800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  104
+---------------------
+Parameters for evaluation 104:
+                      2.1142857143e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.2714285714e+02 red integer
+                      4.1666666667e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 104:
+Active set vector = { 1 }
+                      6.1018145800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  105
+---------------------
+Parameters for evaluation 105:
+                      2.1142857143e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.2714285714e+02 red integer
+                      4.1666666667e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      2.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 105:
+Active set vector = { 1 }
+                      6.0880357800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  106
+---------------------
+Parameters for evaluation 106:
+                      2.1142857143e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.1142857143e+02 red integer
+                      4.1666666667e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      2.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 106:
+Active set vector = { 1 }
+                      6.0880357800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  107
+---------------------
+Parameters for evaluation 107:
+                      2.1142857143e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.1142857143e+02 red integer
+                      4.1666666667e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      2.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 107:
+Active set vector = { 1 }
+                      6.0880357800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  108
+---------------------
+Parameters for evaluation 108:
+                      2.1142857143e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.1142857143e+02 red integer
+                      4.1666666667e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      2.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 108:
+Active set vector = { 1 }
+                      5.9560317500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  109
+---------------------
+Parameters for evaluation 109:
+                      2.1142857143e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.1142857143e+02 red integer
+                      4.1666666667e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      2.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 109:
+Active set vector = { 1 }
+                      5.3681022900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  110
+---------------------
+Parameters for evaluation 110:
+                      2.1142857143e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.1142857143e+02 red integer
+                      4.1666666667e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      9.5714285714e+02 maxSize integer
+                      2.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 110:
+Active set vector = { 1 }
+                      5.3677878800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  111
+---------------------
+Parameters for evaluation 111:
+                      2.1142857143e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.1142857143e+02 red integer
+                      4.1666666667e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.2714285714e+03 maxSize integer
+                      2.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 111:
+Active set vector = { 1 }
+                      5.0488697300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  112
+---------------------
+Parameters for evaluation 112:
+                      2.2714285714e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.1142857143e+02 red integer
+                      4.1666666667e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      3.8190476190e+01 minSize integer
+                      1.2714285714e+03 maxSize integer
+                      2.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 112:
+Active set vector = { 1 }
+                      5.0488697300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  113
+---------------------
+Parameters for evaluation 113:
+                      2.3857142857e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2571428571e+02 red integer
+                      7.0238095238e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      7.4285714286e+00 G2 integer
+                      3.0952380952e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 113:
+Active set vector = { 1 }
+                      3.3829197800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  114
+---------------------
+Parameters for evaluation 114:
+                      2.3857142857e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.1000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      7.4285714286e+00 G2 integer
+                      3.0952380952e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 114:
+Active set vector = { 1 }
+                      3.3829197800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  115
+---------------------
+Parameters for evaluation 115:
+                      2.3857142857e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.1000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      7.4285714286e+00 G2 integer
+                      3.0952380952e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 115:
+Active set vector = { 1 }
+                      3.4016108500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  116
+---------------------
+Parameters for evaluation 116:
+                      2.3857142857e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.1000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      7.4285714286e+00 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 116:
+Active set vector = { 1 }
+                      3.3686984500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  117
+---------------------
+Parameters for evaluation 117:
+                      2.3857142857e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.1000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      7.4285714286e+00 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.5238095238e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 117:
+Active set vector = { 1 }
+                      3.3690968400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  118
+---------------------
+Parameters for evaluation 118:
+                      2.3857142857e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      7.4285714286e+00 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.5238095238e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 118:
+Active set vector = { 1 }
+                      3.3690968400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  119
+---------------------
+Parameters for evaluation 119:
+                      2.3857142857e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      7.4285714286e+00 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.5238095238e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 119:
+Active set vector = { 1 }
+                      4.1127459300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  120
+---------------------
+Parameters for evaluation 120:
+                      2.3857142857e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      7.4285714286e+00 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      5.5238095238e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 120:
+Active set vector = { 1 }
+                      4.1393919500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  121
+---------------------
+Parameters for evaluation 121:
+                      2.3857142857e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      7.4285714286e+00 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      5.5238095238e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 121:
+Active set vector = { 1 }
+                      4.1354875200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  122
+---------------------
+Parameters for evaluation 122:
+                      2.3857142857e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      4.4047619048e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      7.4285714286e+00 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      5.5238095238e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 122:
+Active set vector = { 1 }
+                      4.1354875200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  123
+---------------------
+Parameters for evaluation 123:
+                      2.3857142857e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      4.4047619048e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      7.4285714286e+00 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      5.5238095238e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 123:
+Active set vector = { 1 }
+                      4.1204586700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  124
+---------------------
+Parameters for evaluation 124:
+                      2.2285714286e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      4.4047619048e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      7.4285714286e+00 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      5.5238095238e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 124:
+Active set vector = { 1 }
+                      4.1204586700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  125
+---------------------
+Parameters for evaluation 125:
+                      2.2285714286e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      4.4047619048e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      7.4285714286e+00 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      5.5238095238e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 125:
+Active set vector = { 1 }
+                      5.3362801400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  126
+---------------------
+Parameters for evaluation 126:
+                      2.2285714286e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      4.4047619048e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.7333333333e+01 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.4714285714e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      5.5238095238e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 126:
+Active set vector = { 1 }
+                      3.6039575000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  127
+---------------------
+Parameters for evaluation 127:
+                      2.2285714286e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      4.4047619048e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.7333333333e+01 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.1571428571e+03 maxSize integer
+                      1.9285714286e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      5.5238095238e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 127:
+Active set vector = { 1 }
+                      3.6039575000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  128
+---------------------
+Parameters for evaluation 128:
+                      2.2285714286e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      4.4047619048e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.7333333333e+01 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.1571428571e+03 maxSize integer
+                      5.8571428571e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      5.5238095238e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 128:
+Active set vector = { 1 }
+                      3.6690664500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  129
+---------------------
+Parameters for evaluation 129:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.2428571429e+02 red integer
+                      5.1190476190e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      2.6428571429e+01 G1 integer
+                      3.2761904762e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.0428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      6.1428571429e+01 minSizeSeg integer
+                      1.3857142857e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 129:
+Active set vector = { 1 }
+                      3.8276781700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  130
+---------------------
+Parameters for evaluation 130:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.4000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      2.6428571429e+01 G1 integer
+                      3.2761904762e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.0428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      6.1428571429e+01 minSizeSeg integer
+                      1.3857142857e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 130:
+Active set vector = { 1 }
+                      3.8276781700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  131
+---------------------
+Parameters for evaluation 131:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      2.6428571429e+01 G1 integer
+                      3.2761904762e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.0428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      6.1428571429e+01 minSizeSeg integer
+                      1.3857142857e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 131:
+Active set vector = { 1 }
+                      3.9916017500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  132
+---------------------
+Parameters for evaluation 132:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      2.6428571429e+01 G1 integer
+                      3.2761904762e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.0428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      6.1428571429e+01 minSizeSeg integer
+                      1.3857142857e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 132:
+Active set vector = { 1 }
+                      3.9975138500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  133
+---------------------
+Parameters for evaluation 133:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      2.6428571429e+01 G1 integer
+                      3.2761904762e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.0428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      6.1428571429e+01 minSizeSeg integer
+                      1.3857142857e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 133:
+Active set vector = { 1 }
+                      3.9975138500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  134
+---------------------
+Parameters for evaluation 134:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      2.6428571429e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.0428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      6.1428571429e+01 minSizeSeg integer
+                      1.3857142857e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 134:
+Active set vector = { 1 }
+                      2.9866257200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  135
+---------------------
+Parameters for evaluation 135:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      2.6428571429e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.0428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      6.1428571429e+01 minSizeSeg integer
+                      1.0714285714e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 135:
+Active set vector = { 1 }
+                      3.0283128100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  136
+---------------------
+Parameters for evaluation 136:
+                      2.1142857143e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      2.6428571429e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.0428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      6.1428571429e+01 minSizeSeg integer
+                      1.0714285714e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 136:
+Active set vector = { 1 }
+                      3.0283128100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  137
+---------------------
+Parameters for evaluation 137:
+                      2.1142857143e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      2.6428571429e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3571428571e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      6.1428571429e+01 minSizeSeg integer
+                      1.0714285714e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 137:
+Active set vector = { 1 }
+                      3.0138198300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  138
+---------------------
+Parameters for evaluation 138:
+                      2.1142857143e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      2.6428571429e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3571428571e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      6.1428571429e+01 minSizeSeg integer
+                      1.0714285714e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 138:
+Active set vector = { 1 }
+                      2.9641679600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  139
+---------------------
+Parameters for evaluation 139:
+                      2.1142857143e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      2.6428571429e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3571428571e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      6.1428571429e+01 minSizeSeg integer
+                      1.0714285714e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 139:
+Active set vector = { 1 }
+                      2.6403756900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  140
+---------------------
+Parameters for evaluation 140:
+                      2.1142857143e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      6.5714285714e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3571428571e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      6.1428571429e+01 minSizeSeg integer
+                      1.0714285714e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 140:
+Active set vector = { 1 }
+                      3.5919452000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  141
+---------------------
+Parameters for evaluation 141:
+                      2.1142857143e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      6.5714285714e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3571428571e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      2.0571428571e+01 minSizeSeg integer
+                      1.0714285714e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 141:
+Active set vector = { 1 }
+                      3.5421166100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  142
+---------------------
+Parameters for evaluation 142:
+                      2.2714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      6.5714285714e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3571428571e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      2.0571428571e+01 minSizeSeg integer
+                      1.0714285714e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 142:
+Active set vector = { 1 }
+                      3.5421166100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  143
+---------------------
+Parameters for evaluation 143:
+                      2.2714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      6.5714285714e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3571428571e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      2.0571428571e+01 minSizeSeg integer
+                      1.0714285714e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 143:
+Active set vector = { 1 }
+                      3.4400521800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  144
+---------------------
+Parameters for evaluation 144:
+                      2.2714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      6.5714285714e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3571428571e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      2.0571428571e+01 minSizeSeg integer
+                      1.0714285714e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      4.7619047619e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 144:
+Active set vector = { 1 }
+                      3.4795266200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  145
+---------------------
+Parameters for evaluation 145:
+                      2.3428571429e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.2571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      6.0714285714e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      2.0095238095e+01 G2 integer
+                      3.6380952381e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 145:
+Active set vector = { 1 }
+                      3.6506545400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  146
+---------------------
+Parameters for evaluation 146:
+                      2.3428571429e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      6.0714285714e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      2.0095238095e+01 G2 integer
+                      3.6380952381e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 146:
+Active set vector = { 1 }
+                      3.6506545400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  147
+---------------------
+Parameters for evaluation 147:
+                      2.3428571429e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      6.0714285714e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      4.0000000000e+01 G2 integer
+                      3.6380952381e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 147:
+Active set vector = { 1 }
+                      5.1986914100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  148
+---------------------
+Parameters for evaluation 148:
+                      2.3428571429e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      6.0714285714e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      4.0000000000e+01 G2 integer
+                      3.6380952381e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 148:
+Active set vector = { 1 }
+                      5.0002955800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  149
+---------------------
+Parameters for evaluation 149:
+                      2.3428571429e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      6.0714285714e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      4.0000000000e+01 G2 integer
+                      3.6380952381e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 149:
+Active set vector = { 1 }
+                      5.0002955800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  150
+---------------------
+Parameters for evaluation 150:
+                      2.3428571429e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      6.0714285714e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      4.0000000000e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 150:
+Active set vector = { 1 }
+                      5.0003225200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  151
+---------------------
+Parameters for evaluation 151:
+                      2.3428571429e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      4.0000000000e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 151:
+Active set vector = { 1 }
+                      4.9915703400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  152
+---------------------
+Parameters for evaluation 152:
+                      2.3428571429e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      4.0000000000e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 152:
+Active set vector = { 1 }
+                      4.7569806400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  153
+---------------------
+Parameters for evaluation 153:
+                      2.3428571429e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 153:
+Active set vector = { 1 }
+                      4.1372075800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  154
+---------------------
+Parameters for evaluation 154:
+                      2.3428571429e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 154:
+Active set vector = { 1 }
+                      4.1366673600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  155
+---------------------
+Parameters for evaluation 155:
+                      2.3428571429e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 155:
+Active set vector = { 1 }
+                      4.1378473800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  156
+---------------------
+Parameters for evaluation 156:
+                      2.3428571429e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      3.9285714286e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.5428571429e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 156:
+Active set vector = { 1 }
+                      4.1349325200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  157
+---------------------
+Parameters for evaluation 157:
+                      2.3428571429e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      3.9285714286e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 157:
+Active set vector = { 1 }
+                      4.9885811200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  158
+---------------------
+Parameters for evaluation 158:
+                      2.1857142857e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      3.9285714286e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 158:
+Active set vector = { 1 }
+                      4.9885811200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  159
+---------------------
+Parameters for evaluation 159:
+                      2.1857142857e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      3.9285714286e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 159:
+Active set vector = { 1 }
+                      5.2253646000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  160
+---------------------
+Parameters for evaluation 160:
+                      2.1857142857e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      3.9285714286e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.6285714286e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 160:
+Active set vector = { 1 }
+                      4.8327136000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  161
+---------------------
+Parameters for evaluation 161:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.3857142857e+02 red integer
+                      5.3571428571e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      2.3714285714e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.2857142857e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      4.9523809524e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 161:
+Active set vector = { 1 }
+                      5.3344151300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  162
+---------------------
+Parameters for evaluation 162:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.3857142857e+02 red integer
+                      5.3571428571e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.2857142857e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      4.9523809524e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 162:
+Active set vector = { 1 }
+                      2.6714811500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  163
+---------------------
+Parameters for evaluation 163:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.3857142857e+02 red integer
+                      5.3571428571e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      1.6476190476e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.2857142857e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      4.9523809524e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 163:
+Active set vector = { 1 }
+                      2.6196304000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  164
+---------------------
+Parameters for evaluation 164:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.3857142857e+02 red integer
+                      5.3571428571e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      1.6476190476e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.2857142857e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      4.9523809524e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 164:
+Active set vector = { 1 }
+                      8.6468185500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  165
+---------------------
+Parameters for evaluation 165:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.3857142857e+02 red integer
+                      5.3571428571e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      1.6476190476e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.2857142857e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      4.9523809524e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 165:
+Active set vector = { 1 }
+                      8.4848379400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  166
+---------------------
+Parameters for evaluation 166:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.3857142857e+02 red integer
+                      5.3571428571e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      1.6476190476e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.2857142857e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      4.9523809524e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 166:
+Active set vector = { 1 }
+                      8.5221110600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  167
+---------------------
+Parameters for evaluation 167:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.7380952381e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      1.6476190476e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.2857142857e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      4.9523809524e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 167:
+Active set vector = { 1 }
+                      8.5221110600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  168
+---------------------
+Parameters for evaluation 168:
+                      2.1142857143e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.7380952381e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      1.6476190476e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.2857142857e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      7.0476190476e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 168:
+Active set vector = { 1 }
+                      8.5201854700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  169
+---------------------
+Parameters for evaluation 169:
+                      2.1142857143e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.7380952381e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      1.6476190476e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.2857142857e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      7.0476190476e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 169:
+Active set vector = { 1 }
+                      8.5201854700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  170
+---------------------
+Parameters for evaluation 170:
+                      2.1142857143e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.7380952381e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      7.2857142857e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      7.0476190476e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 170:
+Active set vector = { 1 }
+                      8.5200682800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  171
+---------------------
+Parameters for evaluation 171:
+                      2.1142857143e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.7380952381e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      3.3571428571e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      7.0476190476e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 171:
+Active set vector = { 1 }
+                      8.7889824700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  172
+---------------------
+Parameters for evaluation 172:
+                      2.2714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.7380952381e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      1.6476190476e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      3.3571428571e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      7.0476190476e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 172:
+Active set vector = { 1 }
+                      8.7889824700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  173
+---------------------
+Parameters for evaluation 173:
+                      2.2714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.7380952381e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      3.6380952381e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      3.3571428571e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      7.0476190476e+00 fillHoles integer
+                      4.9523809524e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 173:
+Active set vector = { 1 }
+                      8.6914699100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  174
+---------------------
+Parameters for evaluation 174:
+                      2.2714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.3857142857e+02 red integer
+                      2.7380952381e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      3.6380952381e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      3.3571428571e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      7.0476190476e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 174:
+Active set vector = { 1 }
+                      5.0895994300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  175
+---------------------
+Parameters for evaluation 175:
+                      2.2714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.2285714286e+02 red integer
+                      2.7380952381e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      3.6380952381e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      3.3571428571e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      7.0476190476e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 175:
+Active set vector = { 1 }
+                      5.0895994300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  176
+---------------------
+Parameters for evaluation 176:
+                      2.2714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.2285714286e+02 red integer
+                      2.7380952381e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      3.6380952381e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      3.3571428571e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      7.0476190476e+00 fillHoles integer
+                      7.0476190476e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 176:
+Active set vector = { 1 }
+                      5.0509651700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  177
+---------------------
+Parameters for evaluation 177:
+                      2.2142857143e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 177:
+Active set vector = { 1 }
+                      5.7841261800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  178
+---------------------
+Parameters for evaluation 178:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 178:
+Active set vector = { 1 }
+                      5.7841261800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  179
+---------------------
+Parameters for evaluation 179:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 179:
+Active set vector = { 1 }
+                      5.7841261800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  180
+---------------------
+Parameters for evaluation 180:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 180:
+Active set vector = { 1 }
+                      5.7544039800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  181
+---------------------
+Parameters for evaluation 181:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 181:
+Active set vector = { 1 }
+                      5.7616956500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  182
+---------------------
+Parameters for evaluation 182:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 182:
+Active set vector = { 1 }
+                      5.0427134900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  183
+---------------------
+Parameters for evaluation 183:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 183:
+Active set vector = { 1 }
+                      5.0355099900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  184
+---------------------
+Parameters for evaluation 184:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      5.6190476190e+00 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 184:
+Active set vector = { 1 }
+                      3.8913464100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  185
+---------------------
+Parameters for evaluation 185:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      6.5476190476e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      5.6190476190e+00 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 185:
+Active set vector = { 1 }
+                      3.4774790500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  186
+---------------------
+Parameters for evaluation 186:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      3.9285714286e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      5.6190476190e+00 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 186:
+Active set vector = { 1 }
+                      3.5402614400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  187
+---------------------
+Parameters for evaluation 187:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      3.9285714286e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      5.6190476190e+00 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 187:
+Active set vector = { 1 }
+                      3.5402614400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  188
+---------------------
+Parameters for evaluation 188:
+                      2.3714285714e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      3.9285714286e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      5.6190476190e+00 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 188:
+Active set vector = { 1 }
+                      3.5402614400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  189
+---------------------
+Parameters for evaluation 189:
+                      2.3714285714e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      3.9285714286e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      5.6190476190e+00 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 189:
+Active set vector = { 1 }
+                      3.0819077000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  190
+---------------------
+Parameters for evaluation 190:
+                      2.3714285714e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      3.9285714286e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      5.6190476190e+00 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 190:
+Active set vector = { 1 }
+                      3.0996758700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  191
+---------------------
+Parameters for evaluation 191:
+                      2.3714285714e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      3.9285714286e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      5.6190476190e+00 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 191:
+Active set vector = { 1 }
+                      3.0017912600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  192
+---------------------
+Parameters for evaluation 192:
+                      2.3714285714e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2000000000e+02 red integer
+                      3.9285714286e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      5.6190476190e+00 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 192:
+Active set vector = { 1 }
+                      2.3814175400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  193
+---------------------
+Parameters for evaluation 193:
+                      2.3142857143e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      5.5952380952e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      2.2857142857e+01 G1 integer
+                      1.4666666667e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 193:
+Active set vector = { 1 }
+                      2.7932854400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  194
+---------------------
+Parameters for evaluation 194:
+                      2.3142857143e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      5.5952380952e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      2.2857142857e+01 G1 integer
+                      1.4666666667e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 194:
+Active set vector = { 1 }
+                      2.7672024800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  195
+---------------------
+Parameters for evaluation 195:
+                      2.3142857143e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      5.5952380952e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      2.2857142857e+01 G1 integer
+                      1.4666666667e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 195:
+Active set vector = { 1 }
+                      2.7661251100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  196
+---------------------
+Parameters for evaluation 196:
+                      2.3142857143e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      5.5952380952e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      2.2857142857e+01 G1 integer
+                      1.4666666667e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 196:
+Active set vector = { 1 }
+                      2.8382297200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  197
+---------------------
+Parameters for evaluation 197:
+                      2.3142857143e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.3571428571e+02 red integer
+                      5.5952380952e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      2.2857142857e+01 G1 integer
+                      1.4666666667e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 197:
+Active set vector = { 1 }
+                      2.8382297200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  198
+---------------------
+Parameters for evaluation 198:
+                      2.3142857143e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      2.2857142857e+01 G1 integer
+                      1.4666666667e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 198:
+Active set vector = { 1 }
+                      2.8382297200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  199
+---------------------
+Parameters for evaluation 199:
+                      2.1571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      2.2857142857e+01 G1 integer
+                      1.4666666667e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 199:
+Active set vector = { 1 }
+                      2.8382297200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  200
+---------------------
+Parameters for evaluation 200:
+                      2.1571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      2.2857142857e+01 G1 integer
+                      1.4666666667e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 200:
+Active set vector = { 1 }
+                      2.8428613800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  201
+---------------------
+Parameters for evaluation 201:
+                      2.1571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      2.2857142857e+01 G1 integer
+                      3.4571428571e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 201:
+Active set vector = { 1 }
+                      4.2064054000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  202
+---------------------
+Parameters for evaluation 202:
+                      2.1571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      2.2857142857e+01 G1 integer
+                      3.4571428571e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 202:
+Active set vector = { 1 }
+                      4.2063871800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  203
+---------------------
+Parameters for evaluation 203:
+                      2.1571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      3.4571428571e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 203:
+Active set vector = { 1 }
+                      4.3057480200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  204
+---------------------
+Parameters for evaluation 204:
+                      2.1571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      3.4571428571e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 204:
+Active set vector = { 1 }
+                      4.3083959700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  205
+---------------------
+Parameters for evaluation 205:
+                      2.1571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      3.4571428571e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 205:
+Active set vector = { 1 }
+                      4.3083959700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  206
+---------------------
+Parameters for evaluation 206:
+                      2.1571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      3.4571428571e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 206:
+Active set vector = { 1 }
+                      4.7585063700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  207
+---------------------
+Parameters for evaluation 207:
+                      2.1571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      3.4571428571e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 207:
+Active set vector = { 1 }
+                      4.5589718500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  208
+---------------------
+Parameters for evaluation 208:
+                      2.1571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      3.4571428571e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 208:
+Active set vector = { 1 }
+                      4.5563968000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  209
+---------------------
+Parameters for evaluation 209:
+                      2.1714285714e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      4.6428571429e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      3.0952380952e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      2.8000000000e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      6.2857142857e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 209:
+Active set vector = { 1 }
+                      3.4365978900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  210
+---------------------
+Parameters for evaluation 210:
+                      2.1714285714e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      4.6428571429e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      3.0952380952e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      2.8000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      6.2857142857e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 210:
+Active set vector = { 1 }
+                      3.4377122000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  211
+---------------------
+Parameters for evaluation 211:
+                      2.1714285714e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      4.6428571429e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      3.0952380952e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      2.8000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      6.2857142857e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 211:
+Active set vector = { 1 }
+                      3.2952618000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  212
+---------------------
+Parameters for evaluation 212:
+                      2.1714285714e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      4.6428571429e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      3.0952380952e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      2.8000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 212:
+Active set vector = { 1 }
+                      3.2946765200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  213
+---------------------
+Parameters for evaluation 213:
+                      2.3285714286e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      4.6428571429e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      3.0952380952e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      2.8000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 213:
+Active set vector = { 1 }
+                      3.2946765200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  214
+---------------------
+Parameters for evaluation 214:
+                      2.3285714286e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      4.6428571429e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      2.8000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 214:
+Active set vector = { 1 }
+                      2.6171067200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  215
+---------------------
+Parameters for evaluation 215:
+                      2.3285714286e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      2.8000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 215:
+Active set vector = { 1 }
+                      2.6520558500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  216
+---------------------
+Parameters for evaluation 216:
+                      2.3285714286e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      6.8857142857e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 216:
+Active set vector = { 1 }
+                      2.8369218800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  217
+---------------------
+Parameters for evaluation 217:
+                      2.3285714286e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      6.8857142857e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 217:
+Active set vector = { 1 }
+                      2.8369043500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  218
+---------------------
+Parameters for evaluation 218:
+                      2.3285714286e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      5.5952380952e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      6.8857142857e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 218:
+Active set vector = { 1 }
+                      2.8786433700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  219
+---------------------
+Parameters for evaluation 219:
+                      2.3285714286e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.2714285714e+02 red integer
+                      7.2619047619e+00 T1 float
+                      5.5952380952e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      6.8857142857e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 219:
+Active set vector = { 1 }
+                      2.8786433700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  220
+---------------------
+Parameters for evaluation 220:
+                      2.3285714286e+02 blue integer
+                      2.2285714286e+02 green integer
+                      2.2714285714e+02 red integer
+                      7.2619047619e+00 T1 float
+                      5.5952380952e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      6.8857142857e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 220:
+Active set vector = { 1 }
+                      2.8786433700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  221
+---------------------
+Parameters for evaluation 221:
+                      2.3285714286e+02 blue integer
+                      2.2285714286e+02 green integer
+                      2.2714285714e+02 red integer
+                      7.2619047619e+00 T1 float
+                      5.5952380952e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      6.8857142857e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 221:
+Active set vector = { 1 }
+                      2.7406846600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  222
+---------------------
+Parameters for evaluation 222:
+                      2.3285714286e+02 blue integer
+                      2.2285714286e+02 green integer
+                      2.2714285714e+02 red integer
+                      7.2619047619e+00 T1 float
+                      5.5952380952e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      1.1047619048e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      6.8857142857e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 222:
+Active set vector = { 1 }
+                      3.2232747900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  223
+---------------------
+Parameters for evaluation 223:
+                      2.3285714286e+02 blue integer
+                      2.2285714286e+02 green integer
+                      2.2714285714e+02 red integer
+                      7.2619047619e+00 T1 float
+                      5.5952380952e+00 T2 float
+                      6.2142857143e+01 G1 integer
+                      1.1047619048e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      6.8857142857e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 223:
+Active set vector = { 1 }
+                      3.5113664000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  224
+---------------------
+Parameters for evaluation 224:
+                      2.3285714286e+02 blue integer
+                      2.2285714286e+02 green integer
+                      2.2714285714e+02 red integer
+                      7.2619047619e+00 T1 float
+                      5.5952380952e+00 T2 float
+                      2.2857142857e+01 G1 integer
+                      1.1047619048e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      6.8857142857e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 224:
+Active set vector = { 1 }
+                      3.3112655100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  225
+---------------------
+Parameters for evaluation 225:
+                      2.2000000000e+02 blue integer
+                      2.3000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.2428571429e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 225:
+Active set vector = { 1 }
+                      5.2612289900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  226
+---------------------
+Parameters for evaluation 226:
+                      2.2000000000e+02 blue integer
+                      2.3000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.2428571429e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 226:
+Active set vector = { 1 }
+                      5.2170119000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  227
+---------------------
+Parameters for evaluation 227:
+                      2.2000000000e+02 blue integer
+                      2.3000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 227:
+Active set vector = { 1 }
+                      5.2181224200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  228
+---------------------
+Parameters for evaluation 228:
+                      2.2000000000e+02 blue integer
+                      2.3000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 228:
+Active set vector = { 1 }
+                      5.2932553000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  229
+---------------------
+Parameters for evaluation 229:
+                      2.2000000000e+02 blue integer
+                      2.3000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 229:
+Active set vector = { 1 }
+                      5.1986012700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  230
+---------------------
+Parameters for evaluation 230:
+                      2.2000000000e+02 blue integer
+                      2.3000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 230:
+Active set vector = { 1 }
+                      5.1584248400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  231
+---------------------
+Parameters for evaluation 231:
+                      2.2000000000e+02 blue integer
+                      2.3000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 231:
+Active set vector = { 1 }
+                      5.7432077500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  232
+---------------------
+Parameters for evaluation 232:
+                      2.2000000000e+02 blue integer
+                      2.3000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 232:
+Active set vector = { 1 }
+                      5.1634512200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  233
+---------------------
+Parameters for evaluation 233:
+                      2.2000000000e+02 blue integer
+                      2.3000000000e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 233:
+Active set vector = { 1 }
+                      4.9710063500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  234
+---------------------
+Parameters for evaluation 234:
+                      2.2000000000e+02 blue integer
+                      2.1428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 234:
+Active set vector = { 1 }
+                      4.9710063500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  235
+---------------------
+Parameters for evaluation 235:
+                      2.2000000000e+02 blue integer
+                      2.1428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 235:
+Active set vector = { 1 }
+                      4.9710063500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  236
+---------------------
+Parameters for evaluation 236:
+                      2.2000000000e+02 blue integer
+                      2.1428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 236:
+Active set vector = { 1 }
+                      4.5311251200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  237
+---------------------
+Parameters for evaluation 237:
+                      2.3571428571e+02 blue integer
+                      2.1428571429e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 237:
+Active set vector = { 1 }
+                      4.5310198400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  238
+---------------------
+Parameters for evaluation 238:
+                      2.3571428571e+02 blue integer
+                      2.1428571429e+02 green integer
+                      2.2571428571e+02 red integer
+                      2.5000000000e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.0714285714e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 238:
+Active set vector = { 1 }
+                      4.5310198400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  239
+---------------------
+Parameters for evaluation 239:
+                      2.3571428571e+02 blue integer
+                      2.1428571429e+02 green integer
+                      2.2571428571e+02 red integer
+                      2.5000000000e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      8.5714285714e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.3857142857e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 239:
+Active set vector = { 1 }
+                      4.2333764300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  240
+---------------------
+Parameters for evaluation 240:
+                      2.3571428571e+02 blue integer
+                      2.1428571429e+02 green integer
+                      2.2571428571e+02 red integer
+                      2.5000000000e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      4.7857142857e+01 G1 integer
+                      3.2761904762e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.3857142857e+03 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.2857142857e+02 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 240:
+Active set vector = { 1 }
+                      3.5174410400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  241
+---------------------
+Parameters for evaluation 241:
+                      2.2571428571e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1571428571e+02 red integer
+                      7.2619047619e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.0000000000e+00 G2 integer
+                      3.0952380952e+01 minSize integer
+                      1.1857142857e+03 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 241:
+Active set vector = { 1 }
+                      8.7773918300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  242
+---------------------
+Parameters for evaluation 242:
+                      2.2571428571e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.0000000000e+00 G2 integer
+                      3.0952380952e+01 minSize integer
+                      1.1857142857e+03 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 242:
+Active set vector = { 1 }
+                      8.7773918300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  243
+---------------------
+Parameters for evaluation 243:
+                      2.2571428571e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.0000000000e+00 G2 integer
+                      3.0952380952e+01 minSize integer
+                      1.1857142857e+03 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 243:
+Active set vector = { 1 }
+                      8.8383628000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  244
+---------------------
+Parameters for evaluation 244:
+                      2.2571428571e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.0000000000e+00 G2 integer
+                      3.0952380952e+01 minSize integer
+                      1.1857142857e+03 maxSize integer
+                      5.5000000000e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 244:
+Active set vector = { 1 }
+                      8.8544362600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  245
+---------------------
+Parameters for evaluation 245:
+                      2.2571428571e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.0000000000e+00 G2 integer
+                      3.0952380952e+01 minSize integer
+                      1.1857142857e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 245:
+Active set vector = { 1 }
+                      9.1425444500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  246
+---------------------
+Parameters for evaluation 246:
+                      2.1000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      2.0000000000e+00 G2 integer
+                      3.0952380952e+01 minSize integer
+                      1.1857142857e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 246:
+Active set vector = { 1 }
+                      9.1425444500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  247
+---------------------
+Parameters for evaluation 247:
+                      2.1000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.0000000000e+00 G2 integer
+                      3.0952380952e+01 minSize integer
+                      1.1857142857e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      4.1904761905e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 247:
+Active set vector = { 1 }
+                      8.9365752600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  248
+---------------------
+Parameters for evaluation 248:
+                      2.1000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.0000000000e+00 G2 integer
+                      3.0952380952e+01 minSize integer
+                      1.1857142857e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 248:
+Active set vector = { 1 }
+                      6.4026058500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  249
+---------------------
+Parameters for evaluation 249:
+                      2.1000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.0000000000e+00 G2 integer
+                      3.0952380952e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 249:
+Active set vector = { 1 }
+                      6.4026058500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  250
+---------------------
+Parameters for evaluation 250:
+                      2.1000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.1904761905e+01 G2 integer
+                      3.0952380952e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 250:
+Active set vector = { 1 }
+                      4.5558357000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  251
+---------------------
+Parameters for evaluation 251:
+                      2.1000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.1904761905e+01 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 251:
+Active set vector = { 1 }
+                      3.5332217300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  252
+---------------------
+Parameters for evaluation 252:
+                      2.1000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.1904761905e+01 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 252:
+Active set vector = { 1 }
+                      3.5310550100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  253
+---------------------
+Parameters for evaluation 253:
+                      2.1000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      7.2619047619e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.1904761905e+01 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 253:
+Active set vector = { 1 }
+                      3.6736748100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  254
+---------------------
+Parameters for evaluation 254:
+                      2.1000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      4.6428571429e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.1904761905e+01 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 254:
+Active set vector = { 1 }
+                      3.6736468100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  255
+---------------------
+Parameters for evaluation 255:
+                      2.1000000000e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.3142857143e+02 red integer
+                      4.6428571429e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.1904761905e+01 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 255:
+Active set vector = { 1 }
+                      3.6753668000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  256
+---------------------
+Parameters for evaluation 256:
+                      2.1000000000e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.3142857143e+02 red integer
+                      4.6428571429e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.1904761905e+01 G2 integer
+                      1.1047619048e+01 minSize integer
+                      1.5000000000e+03 maxSize integer
+                      1.5714285714e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      6.2857142857e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 256:
+Active set vector = { 1 }
+                      3.6753668000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  257
+---------------------
+Parameters for evaluation 257:
+                      2.2857142857e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.2428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8190476190e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.3000000000e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 257:
+Active set vector = { 1 }
+                      6.9088727900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  258
+---------------------
+Parameters for evaluation 258:
+                      2.2857142857e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.2428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8190476190e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.3000000000e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 258:
+Active set vector = { 1 }
+                      5.9761617100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  259
+---------------------
+Parameters for evaluation 259:
+                      2.2857142857e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.2428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8190476190e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 259:
+Active set vector = { 1 }
+                      5.9761707200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  260
+---------------------
+Parameters for evaluation 260:
+                      2.2857142857e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8190476190e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 260:
+Active set vector = { 1 }
+                      5.9761707200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  261
+---------------------
+Parameters for evaluation 261:
+                      2.2857142857e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8190476190e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 261:
+Active set vector = { 1 }
+                      5.8752098500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  262
+---------------------
+Parameters for evaluation 262:
+                      2.2857142857e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8190476190e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 262:
+Active set vector = { 1 }
+                      6.1647566000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  263
+---------------------
+Parameters for evaluation 263:
+                      2.2857142857e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2428571429e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8190476190e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 263:
+Active set vector = { 1 }
+                      6.1645061300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  264
+---------------------
+Parameters for evaluation 264:
+                      2.2857142857e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2428571429e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8190476190e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 264:
+Active set vector = { 1 }
+                      6.4337835700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  265
+---------------------
+Parameters for evaluation 265:
+                      2.1285714286e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2428571429e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8190476190e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 265:
+Active set vector = { 1 }
+                      6.4337835700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  266
+---------------------
+Parameters for evaluation 266:
+                      2.1285714286e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.4000000000e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8190476190e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 266:
+Active set vector = { 1 }
+                      6.4337835700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  267
+---------------------
+Parameters for evaluation 267:
+                      2.1285714286e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.4000000000e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      1.8285714286e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 267:
+Active set vector = { 1 }
+                      5.2257385800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  268
+---------------------
+Parameters for evaluation 268:
+                      2.1285714286e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.4000000000e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      1.8285714286e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 268:
+Active set vector = { 1 }
+                      5.2257385800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  269
+---------------------
+Parameters for evaluation 269:
+                      2.1285714286e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.4000000000e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.8285714286e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.5714285714e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 269:
+Active set vector = { 1 }
+                      3.0465046300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  270
+---------------------
+Parameters for evaluation 270:
+                      2.1285714286e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.4000000000e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.8285714286e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 270:
+Active set vector = { 1 }
+                      2.8038518600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  271
+---------------------
+Parameters for evaluation 271:
+                      2.1285714286e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.4000000000e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.8285714286e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 271:
+Active set vector = { 1 }
+                      2.8037471500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  272
+---------------------
+Parameters for evaluation 272:
+                      2.1285714286e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.4000000000e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.8285714286e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      9.8571428571e+02 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      6.6666666667e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 272:
+Active set vector = { 1 }
+                      2.7793394900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  273
+---------------------
+Parameters for evaluation 273:
+                      2.3285714286e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.1142857143e+02 red integer
+                      5.8333333333e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.1000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 273:
+Active set vector = { 1 }
+                      2.7713392500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  274
+---------------------
+Parameters for evaluation 274:
+                      2.3285714286e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.1142857143e+02 red integer
+                      5.8333333333e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.1000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 274:
+Active set vector = { 1 }
+                      2.4905718900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  275
+---------------------
+Parameters for evaluation 275:
+                      2.3285714286e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.1142857143e+02 red integer
+                      5.8333333333e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.1000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 275:
+Active set vector = { 1 }
+                      2.9266479000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  276
+---------------------
+Parameters for evaluation 276:
+                      2.3285714286e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.1142857143e+02 red integer
+                      5.8333333333e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.1000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 276:
+Active set vector = { 1 }
+                      2.9225914700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  277
+---------------------
+Parameters for evaluation 277:
+                      2.3285714286e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.2142857143e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.1000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 277:
+Active set vector = { 1 }
+                      2.9225914700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  278
+---------------------
+Parameters for evaluation 278:
+                      2.3285714286e+02 blue integer
+                      2.2857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.2142857143e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.1000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.0142857143e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 278:
+Active set vector = { 1 }
+                      2.9225914700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  279
+---------------------
+Parameters for evaluation 279:
+                      2.3285714286e+02 blue integer
+                      2.2857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.2142857143e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.1000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 279:
+Active set vector = { 1 }
+                      2.9202293900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  280
+---------------------
+Parameters for evaluation 280:
+                      2.3285714286e+02 blue integer
+                      2.2857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.2142857143e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.1000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 280:
+Active set vector = { 1 }
+                      7.6337672600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  281
+---------------------
+Parameters for evaluation 281:
+                      2.3285714286e+02 blue integer
+                      2.2857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.2142857143e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.1000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 281:
+Active set vector = { 1 }
+                      8.3482605900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  282
+---------------------
+Parameters for evaluation 282:
+                      2.3285714286e+02 blue integer
+                      2.2857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.2142857143e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.1000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 282:
+Active set vector = { 1 }
+                      7.5016556000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  283
+---------------------
+Parameters for evaluation 283:
+                      2.3285714286e+02 blue integer
+                      2.2857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.2142857143e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.1000000000e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 283:
+Active set vector = { 1 }
+                      7.0062592500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  284
+---------------------
+Parameters for evaluation 284:
+                      2.3285714286e+02 blue integer
+                      2.2857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.2142857143e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.4142857143e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 284:
+Active set vector = { 1 }
+                      7.0017629400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  285
+---------------------
+Parameters for evaluation 285:
+                      2.3285714286e+02 blue integer
+                      2.2857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.2142857143e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.4142857143e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 285:
+Active set vector = { 1 }
+                      6.9511865100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  286
+---------------------
+Parameters for evaluation 286:
+                      2.3285714286e+02 blue integer
+                      2.2857142857e+02 green integer
+                      2.1142857143e+02 red integer
+                      3.2142857143e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.4142857143e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 286:
+Active set vector = { 1 }
+                      6.9118724900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  287
+---------------------
+Parameters for evaluation 287:
+                      2.3285714286e+02 blue integer
+                      2.2857142857e+02 green integer
+                      2.2714285714e+02 red integer
+                      3.2142857143e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.4142857143e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 287:
+Active set vector = { 1 }
+                      6.9118724900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  288
+---------------------
+Parameters for evaluation 288:
+                      2.1714285714e+02 blue integer
+                      2.2857142857e+02 green integer
+                      2.2714285714e+02 red integer
+                      3.2142857143e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.4142857143e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      1.3285714286e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 288:
+Active set vector = { 1 }
+                      6.9118724900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  289
+---------------------
+Parameters for evaluation 289:
+                      2.1714285714e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.3857142857e+02 red integer
+                      7.5000000000e+00 T1 float
+                      5.5952380952e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      3.6380952381e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.1000000000e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 289:
+Active set vector = { 1 }
+                      4.3100835900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  290
+---------------------
+Parameters for evaluation 290:
+                      2.1714285714e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.3857142857e+02 red integer
+                      7.5000000000e+00 T1 float
+                      5.5952380952e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      3.6380952381e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 290:
+Active set vector = { 1 }
+                      4.3105935800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  291
+---------------------
+Parameters for evaluation 291:
+                      2.1714285714e+02 blue integer
+                      2.2714285714e+02 green integer
+                      2.3857142857e+02 red integer
+                      7.5000000000e+00 T1 float
+                      5.5952380952e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 291:
+Active set vector = { 1 }
+                      2.6430417700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  292
+---------------------
+Parameters for evaluation 292:
+                      2.1714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.3857142857e+02 red integer
+                      7.5000000000e+00 T1 float
+                      5.5952380952e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 292:
+Active set vector = { 1 }
+                      2.6430417700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  293
+---------------------
+Parameters for evaluation 293:
+                      2.1714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.3857142857e+02 red integer
+                      7.5000000000e+00 T1 float
+                      5.5952380952e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 293:
+Active set vector = { 1 }
+                      4.1405510300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  294
+---------------------
+Parameters for evaluation 294:
+                      2.1714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.3857142857e+02 red integer
+                      7.5000000000e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 294:
+Active set vector = { 1 }
+                      4.1256099400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  295
+---------------------
+Parameters for evaluation 295:
+                      2.1714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.3857142857e+02 red integer
+                      7.5000000000e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      8.0000000000e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 295:
+Active set vector = { 1 }
+                      4.1256099400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  296
+---------------------
+Parameters for evaluation 296:
+                      2.1714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.3857142857e+02 red integer
+                      7.5000000000e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 296:
+Active set vector = { 1 }
+                      4.0677227900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  297
+---------------------
+Parameters for evaluation 297:
+                      2.1714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.3857142857e+02 red integer
+                      7.5000000000e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 297:
+Active set vector = { 1 }
+                      4.4823963200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  298
+---------------------
+Parameters for evaluation 298:
+                      2.1714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.3857142857e+02 red integer
+                      7.5000000000e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 298:
+Active set vector = { 1 }
+                      4.4194383500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  299
+---------------------
+Parameters for evaluation 299:
+                      2.1714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.2285714286e+02 red integer
+                      7.5000000000e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 299:
+Active set vector = { 1 }
+                      4.4194383500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  300
+---------------------
+Parameters for evaluation 300:
+                      2.1714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.2285714286e+02 red integer
+                      7.5000000000e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 300:
+Active set vector = { 1 }
+                      4.4351110000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  301
+---------------------
+Parameters for evaluation 301:
+                      2.1714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.2285714286e+02 red integer
+                      7.5000000000e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      2.5523809524e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 301:
+Active set vector = { 1 }
+                      4.4915808100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  302
+---------------------
+Parameters for evaluation 302:
+                      2.1714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.2285714286e+02 red integer
+                      7.5000000000e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      5.6190476190e+00 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 302:
+Active set vector = { 1 }
+                      3.0723845000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  303
+---------------------
+Parameters for evaluation 303:
+                      2.1714285714e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.2285714286e+02 red integer
+                      4.8809523810e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      5.6190476190e+00 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 303:
+Active set vector = { 1 }
+                      3.0674428600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  304
+---------------------
+Parameters for evaluation 304:
+                      2.3285714286e+02 blue integer
+                      2.1142857143e+02 green integer
+                      2.2285714286e+02 red integer
+                      4.8809523810e+00 T1 float
+                      2.9761904762e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      1.6476190476e+01 G2 integer
+                      5.6190476190e+00 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      3.9142857143e+01 minSizeSeg integer
+                      1.4142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 304:
+Active set vector = { 1 }
+                      3.0668980100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  305
+---------------------
+Parameters for evaluation 305:
+                      2.3285714286e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1428571429e+02 red integer
+                      2.9761904762e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 305:
+Active set vector = { 1 }
+                      3.0119996000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  306
+---------------------
+Parameters for evaluation 306:
+                      2.3285714286e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1428571429e+02 red integer
+                      2.9761904762e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 306:
+Active set vector = { 1 }
+                      4.1477711800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  307
+---------------------
+Parameters for evaluation 307:
+                      2.3285714286e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1428571429e+02 red integer
+                      2.9761904762e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      5.9047619048e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 307:
+Active set vector = { 1 }
+                      4.0089450800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  308
+---------------------
+Parameters for evaluation 308:
+                      2.3285714286e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1428571429e+02 red integer
+                      2.9761904762e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 308:
+Active set vector = { 1 }
+                      3.9985509500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  309
+---------------------
+Parameters for evaluation 309:
+                      2.3285714286e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1428571429e+02 red integer
+                      2.9761904762e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 309:
+Active set vector = { 1 }
+                      3.6413893000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  310
+---------------------
+Parameters for evaluation 310:
+                      2.3285714286e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1428571429e+02 red integer
+                      2.9761904762e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 310:
+Active set vector = { 1 }
+                      3.6413893000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  311
+---------------------
+Parameters for evaluation 311:
+                      2.3285714286e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1428571429e+02 red integer
+                      2.9761904762e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 311:
+Active set vector = { 1 }
+                      3.6413154900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  312
+---------------------
+Parameters for evaluation 312:
+                      2.1714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1428571429e+02 red integer
+                      2.9761904762e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 312:
+Active set vector = { 1 }
+                      3.6413154900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  313
+---------------------
+Parameters for evaluation 313:
+                      2.1714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1428571429e+02 red integer
+                      2.9761904762e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 313:
+Active set vector = { 1 }
+                      3.6410148400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  314
+---------------------
+Parameters for evaluation 314:
+                      2.1714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.3000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 314:
+Active set vector = { 1 }
+                      3.6410148400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  315
+---------------------
+Parameters for evaluation 315:
+                      2.1714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.3000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 315:
+Active set vector = { 1 }
+                      3.7270759600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  316
+---------------------
+Parameters for evaluation 316:
+                      2.1714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.3000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 316:
+Active set vector = { 1 }
+                      4.1815079500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  317
+---------------------
+Parameters for evaluation 317:
+                      2.1714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.3000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 317:
+Active set vector = { 1 }
+                      4.2836768600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  318
+---------------------
+Parameters for evaluation 318:
+                      2.1714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.3000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      3.6904761905e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 318:
+Active set vector = { 1 }
+                      4.2760747900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  319
+---------------------
+Parameters for evaluation 319:
+                      2.1714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      3.6904761905e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 319:
+Active set vector = { 1 }
+                      4.2753739700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  320
+---------------------
+Parameters for evaluation 320:
+                      2.1714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.3000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      3.6904761905e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      8.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 320:
+Active set vector = { 1 }
+                      4.3079139700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  321
+---------------------
+Parameters for evaluation 321:
+                      2.3142857143e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.2000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      6.6666666667e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 321:
+Active set vector = { 1 }
+                      2.8257418100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  322
+---------------------
+Parameters for evaluation 322:
+                      2.3142857143e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.2000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 322:
+Active set vector = { 1 }
+                      2.8262401300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  323
+---------------------
+Parameters for evaluation 323:
+                      2.1571428571e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.2000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 323:
+Active set vector = { 1 }
+                      2.8262401300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  324
+---------------------
+Parameters for evaluation 324:
+                      2.1571428571e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.3571428571e+02 red integer
+                      7.0238095238e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 324:
+Active set vector = { 1 }
+                      2.8262401300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  325
+---------------------
+Parameters for evaluation 325:
+                      2.1571428571e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.3571428571e+02 red integer
+                      7.0238095238e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 325:
+Active set vector = { 1 }
+                      2.9158815800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  326
+---------------------
+Parameters for evaluation 326:
+                      2.1571428571e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.3571428571e+02 red integer
+                      7.0238095238e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.2857142857e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 326:
+Active set vector = { 1 }
+                      2.9137630500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  327
+---------------------
+Parameters for evaluation 327:
+                      2.1571428571e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.3571428571e+02 red integer
+                      7.0238095238e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 327:
+Active set vector = { 1 }
+                      6.4439797800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  328
+---------------------
+Parameters for evaluation 328:
+                      2.1571428571e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.3571428571e+02 red integer
+                      7.0238095238e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      3.4571428571e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      6.0952380952e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 328:
+Active set vector = { 1 }
+                      6.4439797800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  329
+---------------------
+Parameters for evaluation 329:
+                      2.1571428571e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.3571428571e+02 red integer
+                      7.0238095238e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      3.4571428571e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      4.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 329:
+Active set vector = { 1 }
+                      6.4769420700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  330
+---------------------
+Parameters for evaluation 330:
+                      2.1571428571e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.3571428571e+02 red integer
+                      7.0238095238e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      3.4571428571e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      4.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 330:
+Active set vector = { 1 }
+                      4.4953658400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  331
+---------------------
+Parameters for evaluation 331:
+                      2.1571428571e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.3571428571e+02 red integer
+                      4.4047619048e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      3.4571428571e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      4.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 331:
+Active set vector = { 1 }
+                      4.4949953400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  332
+---------------------
+Parameters for evaluation 332:
+                      2.1571428571e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.3571428571e+02 red integer
+                      4.4047619048e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      3.4571428571e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      4.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 332:
+Active set vector = { 1 }
+                      4.4949953400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  333
+---------------------
+Parameters for evaluation 333:
+                      2.1571428571e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.3571428571e+02 red integer
+                      4.4047619048e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      3.4571428571e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      4.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 333:
+Active set vector = { 1 }
+                      4.9681512600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  334
+---------------------
+Parameters for evaluation 334:
+                      2.1571428571e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.3571428571e+02 red integer
+                      4.4047619048e+00 T1 float
+                      6.3095238095e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      3.4571428571e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      4.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 334:
+Active set vector = { 1 }
+                      4.9681512600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  335
+---------------------
+Parameters for evaluation 335:
+                      2.1571428571e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.3571428571e+02 red integer
+                      4.4047619048e+00 T1 float
+                      3.6904761905e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      1.2857142857e+01 G2 integer
+                      3.4571428571e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      4.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 335:
+Active set vector = { 1 }
+                      4.9488750500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  336
+---------------------
+Parameters for evaluation 336:
+                      2.1571428571e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.3571428571e+02 red integer
+                      4.4047619048e+00 T1 float
+                      3.6904761905e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.2761904762e+01 G2 integer
+                      3.4571428571e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      4.5714285714e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      4.0000000000e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 336:
+Active set vector = { 1 }
+                      5.9182041500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  337
+---------------------
+Parameters for evaluation 337:
+                      2.3714285714e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.2571428571e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.3000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.4714285714e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 337:
+Active set vector = { 1 }
+                      2.5777724000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  338
+---------------------
+Parameters for evaluation 338:
+                      2.3714285714e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.2571428571e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.3000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.4714285714e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 338:
+Active set vector = { 1 }
+                      3.0296327800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  339
+---------------------
+Parameters for evaluation 339:
+                      2.3714285714e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.2571428571e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.3000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.4714285714e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 339:
+Active set vector = { 1 }
+                      2.9159345300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  340
+---------------------
+Parameters for evaluation 340:
+                      2.3714285714e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.2571428571e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      3.8095238095e+00 minSize integer
+                      1.3000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.1571428571e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 340:
+Active set vector = { 1 }
+                      2.9146113500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  341
+---------------------
+Parameters for evaluation 341:
+                      2.3714285714e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.2571428571e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      1.3000000000e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.1571428571e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 341:
+Active set vector = { 1 }
+                      4.4671751600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  342
+---------------------
+Parameters for evaluation 342:
+                      2.3714285714e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.2571428571e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.1571428571e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 342:
+Active set vector = { 1 }
+                      4.4671884000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  343
+---------------------
+Parameters for evaluation 343:
+                      2.3714285714e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.1571428571e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 343:
+Active set vector = { 1 }
+                      4.4671884000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  344
+---------------------
+Parameters for evaluation 344:
+                      2.3714285714e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      4.6571428571e+01 minSizeSeg integer
+                      1.1571428571e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 344:
+Active set vector = { 1 }
+                      5.4421404300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  345
+---------------------
+Parameters for evaluation 345:
+                      2.3714285714e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1571428571e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 345:
+Active set vector = { 1 }
+                      5.3979836800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  346
+---------------------
+Parameters for evaluation 346:
+                      2.3714285714e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1571428571e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 346:
+Active set vector = { 1 }
+                      5.3989739300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  347
+---------------------
+Parameters for evaluation 347:
+                      2.2142857143e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1571428571e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      8.0000000000e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 347:
+Active set vector = { 1 }
+                      5.3989739300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  348
+---------------------
+Parameters for evaluation 348:
+                      2.2142857143e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.1000000000e+02 red integer
+                      2.5000000000e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1571428571e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 348:
+Active set vector = { 1 }
+                      4.9932445100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  349
+---------------------
+Parameters for evaluation 349:
+                      2.2142857143e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.1000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1571428571e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 349:
+Active set vector = { 1 }
+                      4.9932445100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  350
+---------------------
+Parameters for evaluation 350:
+                      2.2142857143e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.1000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1571428571e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 350:
+Active set vector = { 1 }
+                      4.9842680700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  351
+---------------------
+Parameters for evaluation 351:
+                      2.2142857143e+02 blue integer
+                      2.3285714286e+02 green integer
+                      2.1000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1571428571e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 351:
+Active set vector = { 1 }
+                      5.0210730100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  352
+---------------------
+Parameters for evaluation 352:
+                      2.2142857143e+02 blue integer
+                      2.1714285714e+02 green integer
+                      2.1000000000e+02 red integer
+                      5.1190476190e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.3714285714e+01 minSize integer
+                      9.8571428571e+02 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      5.7142857143e+00 minSizeSeg integer
+                      1.1571428571e+03 maxSizeSeg integer
+                      4.0000000000e+00 fillHoles integer
+                      5.9047619048e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 352:
+Active set vector = { 1 }
+                      5.0210730100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  353
+---------------------
+Parameters for evaluation 353:
+                      2.1000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.2428571429e+02 red integer
+                      5.5952380952e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      5.3333333333e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 353:
+Active set vector = { 1 }
+                      2.9716293700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  354
+---------------------
+Parameters for evaluation 354:
+                      2.1000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      5.3333333333e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 354:
+Active set vector = { 1 }
+                      2.9704404100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  355
+---------------------
+Parameters for evaluation 355:
+                      2.1000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      2.7380952381e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      5.3333333333e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 355:
+Active set vector = { 1 }
+                      2.6069279900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  356
+---------------------
+Parameters for evaluation 356:
+                      2.1000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      5.3333333333e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 356:
+Active set vector = { 1 }
+                      2.6244674600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  357
+---------------------
+Parameters for evaluation 357:
+                      2.1000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      2.3714285714e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      5.3333333333e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 357:
+Active set vector = { 1 }
+                      2.3909605600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  358
+---------------------
+Parameters for evaluation 358:
+                      2.1000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      5.3333333333e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 358:
+Active set vector = { 1 }
+                      8.9535575300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  359
+---------------------
+Parameters for evaluation 359:
+                      2.1000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      5.3333333333e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 359:
+Active set vector = { 1 }
+                      9.7389100200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  360
+---------------------
+Parameters for evaluation 360:
+                      2.1000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 360:
+Active set vector = { 1 }
+                      9.7390170600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  361
+---------------------
+Parameters for evaluation 361:
+                      2.1000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      6.2857142857e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 361:
+Active set vector = { 1 }
+                      9.2524695000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  362
+---------------------
+Parameters for evaluation 362:
+                      2.1000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      5.5952380952e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 362:
+Active set vector = { 1 }
+                      9.1336021700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  363
+---------------------
+Parameters for evaluation 363:
+                      2.1000000000e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 363:
+Active set vector = { 1 }
+                      9.1329809600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  364
+---------------------
+Parameters for evaluation 364:
+                      2.2571428571e+02 blue integer
+                      2.1000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 364:
+Active set vector = { 1 }
+                      9.1329809600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  365
+---------------------
+Parameters for evaluation 365:
+                      2.2571428571e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 365:
+Active set vector = { 1 }
+                      9.1329809600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  366
+---------------------
+Parameters for evaluation 366:
+                      2.2571428571e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.2857142857e+02 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 366:
+Active set vector = { 1 }
+                      8.9622553400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  367
+---------------------
+Parameters for evaluation 367:
+                      2.2571428571e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      3.0000000000e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 367:
+Active set vector = { 1 }
+                      8.9627653600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  368
+---------------------
+Parameters for evaluation 368:
+                      2.2571428571e+02 blue integer
+                      2.2571428571e+02 green integer
+                      2.4000000000e+02 red integer
+                      2.9761904762e+00 T1 float
+                      5.3571428571e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.8095238095e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.2428571429e+03 maxSize integer
+                      6.9285714286e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      7.4285714286e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      4.1904761905e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 368:
+Active set vector = { 1 }
+                      8.8617962500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  369
+---------------------
+Parameters for evaluation 369:
+                      2.1142857143e+02 blue integer
+                      2.2285714286e+02 green integer
+                      2.3000000000e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      3.0000000000e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.4285714286e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 369:
+Active set vector = { 1 }
+                      2.4418842800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  370
+---------------------
+Parameters for evaluation 370:
+                      2.1142857143e+02 blue integer
+                      2.2285714286e+02 green integer
+                      2.3000000000e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.4285714286e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 370:
+Active set vector = { 1 }
+                      2.5706278300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  371
+---------------------
+Parameters for evaluation 371:
+                      2.1142857143e+02 blue integer
+                      2.2285714286e+02 green integer
+                      2.1428571429e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      2.0095238095e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.4285714286e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 371:
+Active set vector = { 1 }
+                      2.5706278300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  372
+---------------------
+Parameters for evaluation 372:
+                      2.1142857143e+02 blue integer
+                      2.2285714286e+02 green integer
+                      2.1428571429e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.4285714286e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 372:
+Active set vector = { 1 }
+                      4.4402506400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  373
+---------------------
+Parameters for evaluation 373:
+                      2.1142857143e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1428571429e+02 red integer
+                      6.0714285714e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.4285714286e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 373:
+Active set vector = { 1 }
+                      4.4402506400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  374
+---------------------
+Parameters for evaluation 374:
+                      2.1142857143e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      5.1190476190e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.4285714286e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 374:
+Active set vector = { 1 }
+                      4.4403340600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  375
+---------------------
+Parameters for evaluation 375:
+                      2.1142857143e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.4285714286e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 375:
+Active set vector = { 1 }
+                      4.5670206500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  376
+---------------------
+Parameters for evaluation 376:
+                      2.1142857143e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      4.7857142857e+01 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.4285714286e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 376:
+Active set vector = { 1 }
+                      4.9491014900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  377
+---------------------
+Parameters for evaluation 377:
+                      2.1142857143e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.4285714286e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 377:
+Active set vector = { 1 }
+                      4.8973536100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  378
+---------------------
+Parameters for evaluation 378:
+                      2.2714285714e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.4285714286e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 378:
+Active set vector = { 1 }
+                      4.8973536100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  379
+---------------------
+Parameters for evaluation 379:
+                      2.2714285714e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      4.2857142857e+01 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      6.4761904762e+00 fillHoles integer
+                      7.4285714286e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 379:
+Active set vector = { 1 }
+                      4.9018781300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  380
+---------------------
+Parameters for evaluation 380:
+                      2.2714285714e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      6.4761904762e+00 fillHoles integer
+                      7.4285714286e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 380:
+Active set vector = { 1 }
+                      4.8177728200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  381
+---------------------
+Parameters for evaluation 381:
+                      2.2714285714e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      9.5714285714e+02 maxSizeSeg integer
+                      6.4761904762e+00 fillHoles integer
+                      5.3333333333e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 381:
+Active set vector = { 1 }
+                      4.4200257700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  382
+---------------------
+Parameters for evaluation 382:
+                      2.2714285714e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.2714285714e+03 maxSizeSeg integer
+                      6.4761904762e+00 fillHoles integer
+                      5.3333333333e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 382:
+Active set vector = { 1 }
+                      4.4201190400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  383
+---------------------
+Parameters for evaluation 383:
+                      2.2714285714e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.2714285714e+03 maxSizeSeg integer
+                      6.4761904762e+00 fillHoles integer
+                      5.3333333333e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 383:
+Active set vector = { 1 }
+                      4.4201040400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  384
+---------------------
+Parameters for evaluation 384:
+                      2.2714285714e+02 blue integer
+                      2.3857142857e+02 green integer
+                      2.1428571429e+02 red integer
+                      3.4523809524e+00 T1 float
+                      2.5000000000e+00 T2 float
+                      6.9285714286e+01 G1 integer
+                      4.0000000000e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      8.5714285714e+00 minSizePl integer
+                      2.0000000000e+00 minSizeSeg integer
+                      1.2714285714e+03 maxSizeSeg integer
+                      6.4761904762e+00 fillHoles integer
+                      5.3333333333e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 384:
+Active set vector = { 1 }
+                      4.4714467500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  385
+---------------------
+Parameters for evaluation 385:
+                      2.2000000000e+02 blue integer
+                      2.2857142857e+02 green integer
+                      2.3714285714e+02 red integer
+                      5.8333333333e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.1285714286e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 385:
+Active set vector = { 1 }
+                      3.1023251500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  386
+---------------------
+Parameters for evaluation 386:
+                      2.2000000000e+02 blue integer
+                      2.2857142857e+02 green integer
+                      2.3714285714e+02 red integer
+                      5.8333333333e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 386:
+Active set vector = { 1 }
+                      3.0014810700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  387
+---------------------
+Parameters for evaluation 387:
+                      2.2000000000e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      5.8333333333e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 387:
+Active set vector = { 1 }
+                      3.0014810700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  388
+---------------------
+Parameters for evaluation 388:
+                      2.2000000000e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      5.8333333333e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 388:
+Active set vector = { 1 }
+                      4.0008985800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  389
+---------------------
+Parameters for evaluation 389:
+                      2.2000000000e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      5.8333333333e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 389:
+Active set vector = { 1 }
+                      4.2305082600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  390
+---------------------
+Parameters for evaluation 390:
+                      2.2000000000e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      3.2142857143e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.4428571429e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 390:
+Active set vector = { 1 }
+                      4.2305082600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  391
+---------------------
+Parameters for evaluation 391:
+                      2.2000000000e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      3.2142857143e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      6.0952380952e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 391:
+Active set vector = { 1 }
+                      4.2509965700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  392
+---------------------
+Parameters for evaluation 392:
+                      2.2000000000e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      3.2142857143e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 392:
+Active set vector = { 1 }
+                      7.4303807500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  393
+---------------------
+Parameters for evaluation 393:
+                      2.3571428571e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      3.2142857143e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 393:
+Active set vector = { 1 }
+                      7.4303807500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  394
+---------------------
+Parameters for evaluation 394:
+                      2.3571428571e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      3.2142857143e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 394:
+Active set vector = { 1 }
+                      7.4007218400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  395
+---------------------
+Parameters for evaluation 395:
+                      2.3571428571e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      3.2142857143e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 395:
+Active set vector = { 1 }
+                      7.0793900500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  396
+---------------------
+Parameters for evaluation 396:
+                      2.3571428571e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      3.2142857143e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 396:
+Active set vector = { 1 }
+                      6.6826896600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  397
+---------------------
+Parameters for evaluation 397:
+                      2.3571428571e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.3714285714e+02 red integer
+                      3.2142857143e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 397:
+Active set vector = { 1 }
+                      6.6866889000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  398
+---------------------
+Parameters for evaluation 398:
+                      2.3571428571e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.2142857143e+02 red integer
+                      3.2142857143e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      5.5238095238e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 398:
+Active set vector = { 1 }
+                      6.6866889000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  399
+---------------------
+Parameters for evaluation 399:
+                      2.3571428571e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.2142857143e+02 red integer
+                      3.2142857143e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      7.6190476190e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 399:
+Active set vector = { 1 }
+                      6.7822762400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  400
+---------------------
+Parameters for evaluation 400:
+                      2.3571428571e+02 blue integer
+                      2.1285714286e+02 green integer
+                      2.2142857143e+02 red integer
+                      3.2142857143e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      5.8571428571e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      1.4428571429e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      1.1285714286e+03 maxSizeSeg integer
+                      5.5238095238e+00 fillHoles integer
+                      4.0000000000e+00 recon integer
+                      7.6190476190e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 400:
+Active set vector = { 1 }
+                      6.7858097300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  401
+---------------------
+Parameters for evaluation 401:
+                      2.1142857143e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.3142857143e+02 red integer
+                      3.9285714286e+00 T1 float
+                      7.5000000000e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 401:
+Active set vector = { 1 }
+                      4.1568211000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  402
+---------------------
+Parameters for evaluation 402:
+                      2.1142857143e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.3142857143e+02 red integer
+                      3.9285714286e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 402:
+Active set vector = { 1 }
+                      4.1300918700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  403
+---------------------
+Parameters for evaluation 403:
+                      2.1142857143e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1571428571e+02 red integer
+                      3.9285714286e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      5.3333333333e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 403:
+Active set vector = { 1 }
+                      4.1300918700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  404
+---------------------
+Parameters for evaluation 404:
+                      2.1142857143e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1571428571e+02 red integer
+                      3.9285714286e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      8.0000000000e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 404:
+Active set vector = { 1 }
+                      4.1007095400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  405
+---------------------
+Parameters for evaluation 405:
+                      2.1142857143e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1571428571e+02 red integer
+                      3.9285714286e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 405:
+Active set vector = { 1 }
+                      4.1073716000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  406
+---------------------
+Parameters for evaluation 406:
+                      2.1142857143e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.0000000000e+00 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 406:
+Active set vector = { 1 }
+                      4.1162365700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  407
+---------------------
+Parameters for evaluation 407:
+                      2.1142857143e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.1904761905e+01 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 407:
+Active set vector = { 1 }
+                      4.0191013200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  408
+---------------------
+Parameters for evaluation 408:
+                      2.1142857143e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 408:
+Active set vector = { 1 }
+                      4.0196373100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  409
+---------------------
+Parameters for evaluation 409:
+                      2.2714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      5.0285714286e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 409:
+Active set vector = { 1 }
+                      4.0196373100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  410
+---------------------
+Parameters for evaluation 410:
+                      2.2714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 410:
+Active set vector = { 1 }
+                      4.0340857400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  411
+---------------------
+Parameters for evaluation 411:
+                      2.2714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      5.6190476190e+00 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 411:
+Active set vector = { 1 }
+                      3.9171219800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  412
+---------------------
+Parameters for evaluation 412:
+                      2.2714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      8.0000000000e+01 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 412:
+Active set vector = { 1 }
+                      3.2588011700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  413
+---------------------
+Parameters for evaluation 413:
+                      2.2714285714e+02 blue integer
+                      2.2428571429e+02 green integer
+                      2.1571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 413:
+Active set vector = { 1 }
+                      2.8211113500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  414
+---------------------
+Parameters for evaluation 414:
+                      2.2714285714e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      7.6190476190e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 414:
+Active set vector = { 1 }
+                      2.8211113500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  415
+---------------------
+Parameters for evaluation 415:
+                      2.2714285714e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      4.3809523810e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 415:
+Active set vector = { 1 }
+                      2.4774654900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  416
+---------------------
+Parameters for evaluation 416:
+                      2.2714285714e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.1571428571e+02 red integer
+                      6.5476190476e+00 T1 float
+                      4.8809523810e+00 T2 float
+                      4.0714285714e+01 G1 integer
+                      2.5523809524e+01 G2 integer
+                      2.1904761905e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      4.0714285714e+01 minSizePl integer
+                      9.4285714286e+00 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      6.4761904762e+00 fillHoles integer
+                      5.5238095238e+00 recon integer
+                      7.4285714286e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 416:
+Active set vector = { 1 }
+                      2.4775430100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  417
+---------------------
+Parameters for evaluation 417:
+                      2.3571428571e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      3.6904761905e+00 T1 float
+                      6.0714285714e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.4666666667e+01 G2 integer
+                      7.4285714286e+00 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 417:
+Active set vector = { 1 }
+                      2.6030777500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  418
+---------------------
+Parameters for evaluation 418:
+                      2.3571428571e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      3.6904761905e+00 T1 float
+                      6.0714285714e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.4666666667e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 418:
+Active set vector = { 1 }
+                      2.6681873400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  419
+---------------------
+Parameters for evaluation 419:
+                      2.3571428571e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      6.3095238095e+00 T1 float
+                      6.0714285714e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.4666666667e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      7.8095238095e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 419:
+Active set vector = { 1 }
+                      2.6683727000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  420
+---------------------
+Parameters for evaluation 420:
+                      2.3571428571e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      6.3095238095e+00 T1 float
+                      6.0714285714e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      1.4666666667e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 420:
+Active set vector = { 1 }
+                      2.7718064100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  421
+---------------------
+Parameters for evaluation 421:
+                      2.3571428571e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      6.3095238095e+00 T1 float
+                      6.0714285714e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      3.4571428571e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 421:
+Active set vector = { 1 }
+                      3.7053749500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  422
+---------------------
+Parameters for evaluation 422:
+                      2.3571428571e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      6.3095238095e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      3.4571428571e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      5.0000000000e+00 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 422:
+Active set vector = { 1 }
+                      3.6951324600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  423
+---------------------
+Parameters for evaluation 423:
+                      2.3571428571e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      6.3095238095e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      4.4285714286e+01 G1 integer
+                      3.4571428571e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 423:
+Active set vector = { 1 }
+                      3.7268812200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  424
+---------------------
+Parameters for evaluation 424:
+                      2.3571428571e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      6.3095238095e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.4571428571e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      5.4000000000e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 424:
+Active set vector = { 1 }
+                      6.5946209100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  425
+---------------------
+Parameters for evaluation 425:
+                      2.3571428571e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.3571428571e+02 red integer
+                      6.3095238095e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.4571428571e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 425:
+Active set vector = { 1 }
+                      6.4716330300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  426
+---------------------
+Parameters for evaluation 426:
+                      2.3571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.3571428571e+02 red integer
+                      6.3095238095e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.4571428571e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 426:
+Active set vector = { 1 }
+                      6.4716330300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  427
+---------------------
+Parameters for evaluation 427:
+                      2.3571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.4571428571e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      7.8095238095e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 427:
+Active set vector = { 1 }
+                      6.4716330300e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  428
+---------------------
+Parameters for evaluation 428:
+                      2.3571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.4571428571e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 428:
+Active set vector = { 1 }
+                      6.5228017400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  429
+---------------------
+Parameters for evaluation 429:
+                      2.3571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.4571428571e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.3285714286e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 429:
+Active set vector = { 1 }
+                      6.5227897000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  430
+---------------------
+Parameters for evaluation 430:
+                      2.3571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.4571428571e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 430:
+Active set vector = { 1 }
+                      6.7527172800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  431
+---------------------
+Parameters for evaluation 431:
+                      2.3571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.4571428571e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 431:
+Active set vector = { 1 }
+                      5.5105730600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  432
+---------------------
+Parameters for evaluation 432:
+                      2.2000000000e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2000000000e+02 red integer
+                      6.3095238095e+00 T1 float
+                      3.4523809524e+00 T2 float
+                      5.0000000000e+00 G1 integer
+                      3.4571428571e+01 G2 integer
+                      2.7333333333e+01 minSize integer
+                      1.0142857143e+03 maxSize integer
+                      4.4285714286e+01 minSizePl integer
+                      1.3142857143e+01 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      5.7142857143e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      5.7142857143e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 432:
+Active set vector = { 1 }
+                      5.5105730600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  433
+---------------------
+Parameters for evaluation 433:
+                      2.1000000000e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.2857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      1.2142857143e+03 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 433:
+Active set vector = { 1 }
+                      3.8243541100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  434
+---------------------
+Parameters for evaluation 434:
+                      2.1000000000e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.2857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      7.6428571429e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 434:
+Active set vector = { 1 }
+                      3.8264836200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  435
+---------------------
+Parameters for evaluation 435:
+                      2.1000000000e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.2857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      4.3809523810e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 435:
+Active set vector = { 1 }
+                      3.8557743900e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  436
+---------------------
+Parameters for evaluation 436:
+                      2.1000000000e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.2857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      3.7142857143e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 436:
+Active set vector = { 1 }
+                      3.0572359100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  437
+---------------------
+Parameters for evaluation 437:
+                      2.1000000000e+02 blue integer
+                      2.3428571429e+02 green integer
+                      2.2857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 437:
+Active set vector = { 1 }
+                      4.9039805400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  438
+---------------------
+Parameters for evaluation 438:
+                      2.1000000000e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      7.2571428571e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 438:
+Active set vector = { 1 }
+                      4.9039805400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  439
+---------------------
+Parameters for evaluation 439:
+                      2.1000000000e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.2857142857e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 439:
+Active set vector = { 1 }
+                      4.8845807600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  440
+---------------------
+Parameters for evaluation 440:
+                      2.1000000000e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.1285714286e+02 red integer
+                      2.5000000000e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 440:
+Active set vector = { 1 }
+                      4.8845807600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  441
+---------------------
+Parameters for evaluation 441:
+                      2.1000000000e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.1285714286e+02 red integer
+                      5.1190476190e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      4.1904761905e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 441:
+Active set vector = { 1 }
+                      4.8866651800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  442
+---------------------
+Parameters for evaluation 442:
+                      2.1000000000e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.1285714286e+02 red integer
+                      5.1190476190e+00 T1 float
+                      4.1666666667e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      6.2857142857e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 442:
+Active set vector = { 1 }
+                      4.9182293000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  443
+---------------------
+Parameters for evaluation 443:
+                      2.1000000000e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.1285714286e+02 red integer
+                      5.1190476190e+00 T1 float
+                      6.7857142857e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      4.0000000000e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      6.2857142857e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 443:
+Active set vector = { 1 }
+                      4.9349151600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  444
+---------------------
+Parameters for evaluation 444:
+                      2.1000000000e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.1285714286e+02 red integer
+                      5.1190476190e+00 T1 float
+                      6.7857142857e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      9.2380952381e+00 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      6.2857142857e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 444:
+Active set vector = { 1 }
+                      4.1092018600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  445
+---------------------
+Parameters for evaluation 445:
+                      2.1000000000e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.1285714286e+02 red integer
+                      5.1190476190e+00 T1 float
+                      6.7857142857e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      6.2857142857e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      6.8571428571e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 445:
+Active set vector = { 1 }
+                      4.4639432100e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  446
+---------------------
+Parameters for evaluation 446:
+                      2.1000000000e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.1285714286e+02 red integer
+                      5.1190476190e+00 T1 float
+                      6.7857142857e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      6.2857142857e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.7619047619e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 446:
+Active set vector = { 1 }
+                      4.5254373500e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  447
+---------------------
+Parameters for evaluation 447:
+                      2.2571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.1285714286e+02 red integer
+                      5.1190476190e+00 T1 float
+                      6.7857142857e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      9.0000000000e+02 maxSizeSeg integer
+                      6.2857142857e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.7619047619e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 447:
+Active set vector = { 1 }
+                      4.5252138000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  448
+---------------------
+Parameters for evaluation 448:
+                      2.2571428571e+02 blue integer
+                      2.1857142857e+02 green integer
+                      2.1285714286e+02 red integer
+                      5.1190476190e+00 T1 float
+                      6.7857142857e+00 T2 float
+                      7.6428571429e+01 G1 integer
+                      2.9142857143e+01 G2 integer
+                      2.0095238095e+01 minSize integer
+                      9.0000000000e+02 maxSize integer
+                      3.7142857143e+01 minSizePl integer
+                      3.1714285714e+01 minSizeSeg integer
+                      1.2142857143e+03 maxSizeSeg integer
+                      6.2857142857e+00 fillHoles integer
+                      6.4761904762e+00 recon integer
+                      4.7619047619e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 448:
+Active set vector = { 1 }
+                      4.5238173700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  449
+---------------------
+Parameters for evaluation 449:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.2428571429e+02 red integer
+                      4.4047619048e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      3.8190476190e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.1000000000e+03 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      2.4285714286e+01 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 449:
+Active set vector = { 1 }
+                      4.6843312600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  450
+---------------------
+Parameters for evaluation 450:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      4.4047619048e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      3.8190476190e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.1000000000e+03 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      2.4285714286e+01 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 450:
+Active set vector = { 1 }
+                      4.6843312600e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  451
+---------------------
+Parameters for evaluation 451:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      4.4047619048e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      3.8190476190e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.4142857143e+03 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      2.4285714286e+01 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      7.8095238095e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 451:
+Active set vector = { 1 }
+                      4.6029766200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  452
+---------------------
+Parameters for evaluation 452:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      4.4047619048e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      3.8190476190e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.4142857143e+03 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      2.4285714286e+01 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 452:
+Active set vector = { 1 }
+                      4.2922540200e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  453
+---------------------
+Parameters for evaluation 453:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      4.4047619048e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      3.8190476190e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.4142857143e+03 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      6.5142857143e+01 minSizeSeg integer
+                      1.1857142857e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 453:
+Active set vector = { 1 }
+                      4.5654752700e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  454
+---------------------
+Parameters for evaluation 454:
+                      2.2142857143e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      4.4047619048e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      3.8190476190e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.4142857143e+03 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      6.5142857143e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 454:
+Active set vector = { 1 }
+                      4.5655233800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  455
+---------------------
+Parameters for evaluation 455:
+                      2.3714285714e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      4.4047619048e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      3.8190476190e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.4142857143e+03 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      6.5142857143e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 455:
+Active set vector = { 1 }
+                      4.5655233800e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  456
+---------------------
+Parameters for evaluation 456:
+                      2.3714285714e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      3.8190476190e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.4142857143e+03 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      6.5142857143e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      4.3809523810e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 456:
+Active set vector = { 1 }
+                      4.5654004400e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  457
+---------------------
+Parameters for evaluation 457:
+                      2.3714285714e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      4.4047619048e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      3.8190476190e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.4142857143e+03 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      6.5142857143e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out
+
+Active response data for evaluation 457:
+Active set vector = { 1 }
+                      4.3782187000e+08 response_fn_1
+
+
+
+---------------------
+Begin Evaluation  458
+---------------------
+Parameters for evaluation 458:
+                      2.3714285714e+02 blue integer
+                      2.4000000000e+02 green integer
+                      2.4000000000e+02 red integer
+                      7.0238095238e+00 T1 float
+                      7.0238095238e+00 T2 float
+                      1.9285714286e+01 G1 integer
+                      3.8190476190e+01 G2 integer
+                      1.4666666667e+01 minSize integer
+                      1.4142857143e+03 maxSize integer
+                      6.5714285714e+01 minSizePl integer
+                      6.5142857143e+01 minSizeSeg integer
+                      1.5000000000e+03 maxSizeSeg integer
+                      6.0952380952e+00 fillHoles integer
+                      5.7142857143e+00 recon integer
+                      6.4761904762e+00 water integer
+                      [0.26235,0.0514831,0.0114217] target_std floatarray
+                      [-0.632356,-0.0516004,0.0376543] target_mean floatarray
+                      /home/willian/Desktop/images15/image3.tiff input_img string
+                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+
+blocking fork: simulator_script params.in results.out end

From f4cbf750b56cbcf5476d9f59ebe4ae5528a407ae Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Thu, 22 Sep 2016 15:02:20 -0300
Subject: [PATCH 45/87] Stage creation implemented. Still need to add
 interstage arguments.

---
 .../PipelineManager.cpp                       | 29 ++++++++++++-------
 1 file changed, 18 insertions(+), 11 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 8fac5ac..d4c12f9 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -770,12 +770,13 @@ ArgumentBase* gen_arg(string value, string type) {
 	return arg;
 }
 
-all_inps_in(p.second->getInputs(), args, input_arguments)
+bool all_inps_in(const list<int>& inps, const map<int, ArgumentBase*>& args, 
+	const map<string, list<ArgumentBase*>>& input_arguments) {
 
-bool all_inps_in(list<int> inps, map<int, list<ArgumentBase*>> ref) {
 	for (int i : inps) {
-		if (ref.find(i) == ref.end())
+		if (input_arguments.find(args.at(i)->getName()) == input_arguments.end()) {
 			return false;
+		}
 	}
 	return true;
 }
@@ -812,8 +813,6 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 		while (true) {
 			getline(&line, &length, parameters_values_file);
 
-			cout << endl << line;
-
 			// get parameter name, value and token
 			char* token = strtok(line, " \t");
 			string value(token);
@@ -864,6 +863,13 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 		}
 	}
 
+	for (list<ArgumentBase*> s : stages_arguments) {
+		cout << "got stage:" << endl;
+		for (ArgumentBase* a : s) {
+			cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
+		}
+	}
+
 	// keep expanding stages until there is no stage left
 	while (base_stages.size() != 0) {
 		// cout << "base_stages size: " << base_stages.size() << endl;
@@ -882,10 +888,10 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 					string arg_values = "";
 					// add all arguments from stages_arguments that belong to stage p.second
 					for (int inp_id : p.second->getInputs()) {
-						for (ArgumentBase* a : stages_arguments) {
-							if (args[inp_id]->getName().compare(a->getName())==0 && args[inp_id]->toString().compare(a->toString())) {
-								arg_values += aa->toString();
-								tmp->addArgument(aa);
+						for (ArgumentBase* a : as) {
+							if (args.at(inp_id)->getName().compare(a->getName())==0) {
+								arg_values += a->toString();
+								tmp->addArgument(a->clone());
 							}
 						}
 					}
@@ -894,6 +900,7 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 						arg_values_list.emplace_back(arg_values);
 						int id = new_uid();
 						tmp->setId(id);
+						tmp->setName(p.second->getName());
 						expanded_stages[id] = tmp;
 					} else
 						delete tmp;
@@ -903,8 +910,8 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 				base_stages.erase(p.first);
 			}
 		}
-		for (map<int, PipelineComponentBase*> s : expanded_stages) {
-			cout << s.second->getName() << ":" endl;
+		for (pair<int, PipelineComponentBase*> s : expanded_stages) {
+			cout << s.second->getName() << ":" << endl;
 			for (ArgumentBase* a : s.second->getArguments()) {
 				cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
 			}

From 65f9c73155f3883bfb108716c6d7c36c7f95acc5 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Fri, 23 Sep 2016 12:44:51 -0300
Subject: [PATCH 46/87] Workflows generation almost complete:

Stages are being generated already merged with the correct
interstage args. The outputs haven't been set yet.

Fine-grain merge bug found:
When testing with three generated workflows and
size=9 one stage of segmentation disapeared from
the merging result.
---
 .../PipelineManager.cpp                       | 193 +++++++++++++-----
 1 file changed, 137 insertions(+), 56 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index d4c12f9..70c8d7f 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -106,8 +106,8 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 	map<int, ArgumentBase*> &merged_arguments,
 	RegionTemplate *rt);
 void generate_pre_defined_stages(FILE* parameters_values_file, map<int, ArgumentBase*> args, 
-	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*> workflow_outputs, 
-	map<int, ArgumentBase*> expanded_args, map<int, PipelineComponentBase*> expanded_stages);
+	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*>& workflow_outputs, 
+	map<int, ArgumentBase*>& expanded_args, map<int, PipelineComponentBase*>& expanded_stages);
 
 // Workflow parsing helper functions
 list<string> line_buffer;
@@ -118,7 +118,9 @@ void get_workflow_arguments(FILE* workflow, list<ArgumentBase*> &output_argument
 vector<general_field_t> get_all_fields(FILE* workflow, string start, string end);
 PipelineComponentBase* find_stage(map<int, PipelineComponentBase*> stages, string name);
 int find_stage_id(map<int, PipelineComponentBase*> stages, string name);
-ArgumentBase* find_argument(const map<int, ArgumentBase*> arguments, string name);
+ArgumentBase* find_argument(const map<int, ArgumentBase*>& arguments, string name);
+ArgumentBase* find_argument(const list<ArgumentBase*>& arguments, int id);
+ArgumentBase* find_argument(const list<ArgumentBase*>& arguments, string name);
 ArgumentBase* new_typed_arg_base(string type);
 parsing::port_type_t get_port_type(string s);
 
@@ -178,19 +180,19 @@ int main(int argc, char* argv[]) {
 	map<int, PipelineComponentBase*> base_stages;
 	map<int, ArgumentBase*> interstage_arguments;
 	get_stages_from_file(workflow_descriptor, base_stages, interstage_arguments);
-	cout << endl << "base_stages:" << endl;
-	for (pair<int, PipelineComponentBase*> p : base_stages) {
-		cout << p.first << ":" << p.second->getName() << endl;
-		cout << "\toutputs: " << p.second->getOutputs().size() << endl << endl;
-		for (int i : p.second->getOutputs())
-			cout << "\t\t" << i << ":" << interstage_arguments[i]->getName() << endl;
-		cout << "\t task descriptors:" << endl;
-		for (pair<string, list<ArgumentBase*>> d : p.second->tasksDesc) {
-			cout << "\t\ttask: " << d.first << endl;
-			for (ArgumentBase* a : d.second)
-				cout << "\t\t\t" << a->getName() << endl;
-		}
-	}
+	// cout << endl << "base_stages:" << endl;
+	// for (pair<int, PipelineComponentBase*> p : base_stages) {
+	// 	cout << p.first << ":" << p.second->getName() << endl;
+	// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl << endl;
+	// 	for (int i : p.second->getOutputs())
+	// 		cout << "\t\t" << i << ":" << interstage_arguments[i]->getName() << endl;
+	// 	cout << "\t task descriptors:" << endl;
+	// 	for (pair<string, list<ArgumentBase*>> d : p.second->tasksDesc) {
+	// 		cout << "\t\ttask: " << d.first << endl;
+	// 		for (ArgumentBase* a : d.second)
+	// 			cout << "\t\t\t" << a->getName() << endl;
+	// 	}
+	// }
 
 
 	// cout << endl << "interstage_arguments:" << endl;
@@ -218,10 +220,10 @@ int main(int argc, char* argv[]) {
 	// cout << endl << "connected base_stages:" << endl;
 	// for (pair<int, PipelineComponentBase*> p : base_stages) {
 	// 	cout << p.first << ":" << p.second->getName() << endl;
-	// 	cout << "\tinputs: " << p.second->getInputs().size() << endl << endl;
+	// 	cout << "\tinputs: " << p.second->getInputs().size() << endl;
 	// 	for (int i : p.second->getInputs())
 	// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
-	// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl << endl;
+	// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl;
 	// 	for (int i : p.second->getOutputs())
 	// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
 	// }
@@ -267,7 +269,7 @@ int main(int argc, char* argv[]) {
 	add_arguments_to_stages(expanded_stages, expanded_args, rt);
 
 	map<int, PipelineComponentBase*> merged_stages;
-	int size = 9;
+	int size = 3;
 	MPI_Comm_size(MPI_COMM_WORLD, &size);
 	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size-1);
 
@@ -771,10 +773,14 @@ ArgumentBase* gen_arg(string value, string type) {
 }
 
 bool all_inps_in(const list<int>& inps, const map<int, ArgumentBase*>& args, 
-	const map<string, list<ArgumentBase*>>& input_arguments) {
+	const map<string, list<ArgumentBase*>>& input_arguments, 
+	const list<ArgumentBase*>& args_values) {
 
 	for (int i : inps) {
-		if (input_arguments.find(args.at(i)->getName()) == input_arguments.end()) {
+		// cout << "checking arg " << args.at(i)->getId() << ":" << args.at(i)->getName() << endl;
+		if (input_arguments.find(args.at(i)->getName()) == input_arguments.end() &&
+			find_argument(args_values, args.at(i)->getName()) == NULL) {
+			// cout << "not here" << endl;
 			return false;
 		}
 	}
@@ -782,8 +788,8 @@ bool all_inps_in(const list<int>& inps, const map<int, ArgumentBase*>& args,
 }
 
 void generate_pre_defined_stages(FILE* parameters_values_file, map<int, ArgumentBase*> args, 
-	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*> workflow_outputs, 
-	map<int, ArgumentBase*> expanded_args, map<int, PipelineComponentBase*> expanded_stages) {
+	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*>& workflow_outputs, 
+	map<int, ArgumentBase*>& expanded_args, map<int, PipelineComponentBase*>& expanded_stages) {
 
 	cout << "[generate_pre_defined_stages]" << endl;
 
@@ -795,7 +801,14 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 	// map of arguments, ordered by name, containing all values of each argument
 	map<string, list<ArgumentBase*>> input_arguments;
 
-	list<list<ArgumentBase*>> stages_arguments;
+	// list of the stages' arguments
+	map<int, list<ArgumentBase*>> stages_arguments;
+
+	// interstage args
+	list<ArgumentBase*> args_values;
+
+	// list of stages created here
+	list<PipelineComponentBase*> stages_iterative;
 
 	while(getline(&line, &length, parameters_values_file) != -1) {
 		// go to the first pe
@@ -852,7 +865,7 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 			current_args.emplace_back(arg);
 		}
 
-		stages_arguments.emplace_back(current_args);
+		stages_arguments[new_uid()] = current_args;
 	}
 
 	// show all generated args
@@ -863,67 +876,121 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 		}
 	}
 
-	for (list<ArgumentBase*> s : stages_arguments) {
-		cout << "got stage:" << endl;
-		for (ArgumentBase* a : s) {
-			cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
-		}
-	}
+	// for (list<ArgumentBase*> s : stages_arguments) {
+	// 	cout << "got stage:" << endl;
+	// 	for (ArgumentBase* a : s) {
+	// 		cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
+	// 	}
+	// }
 
 	// keep expanding stages until there is no stage left
 	while (base_stages.size() != 0) {
 		// cout << "base_stages size: " << base_stages.size() << endl;
 		for (pair<int, PipelineComponentBase*> p : base_stages) {
-			// attempt to find a stage witch has all inputs expanded
-			if (all_inps_in(p.second->getInputs(), args, input_arguments)) {
-				cout << "stage " << p.second->getName() << " has all inputs" << endl;
+			// attempt to find a stage witch has all inputs expanded either on the workflow inputs or interstage ones
+			// cout << "checking stage " << p.second->getName() << endl;
+			if (all_inps_in(p.second->getInputs(), args, input_arguments, args_values)) {
+				// cout << "stage " << p.second->getName() << " has all inputs" << endl;
 
 				// A list of concatenated arg values, used as a quick way to verify if a stage with
 				// the same args was already created.
-				list<string> arg_values_list;
+				map<string, PipelineComponentBase*> arg_values_list;
 
 				// expands all input values of stage p
-				for (list<ArgumentBase*> as : stages_arguments) {
+				for (pair<int, list<ArgumentBase*>> as : stages_arguments) {
 					PipelineComponentBase* tmp = p.second->clone();
 					string arg_values = "";
 					// add all arguments from stages_arguments that belong to stage p.second
 					for (int inp_id : p.second->getInputs()) {
-						for (ArgumentBase* a : as) {
+						// cout << "checking input " << args[inp_id]->getName() << " of " << p.second->getName() << endl;
+						for (ArgumentBase* a : as.second) {
 							if (args.at(inp_id)->getName().compare(a->getName())==0) {
-								arg_values += a->toString();
-								tmp->addArgument(a->clone());
+								arg_values += to_string(a->getId());
+								tmp->addInput(a->getId());
+								break;
 							}
 						}
 					}
+					map<string, PipelineComponentBase*>::iterator it = arg_values_list.find(arg_values);
 					// verify if there is no other stage with the same values
-					if (find(arg_values_list.begin(), arg_values_list.end(), arg_values) == arg_values_list.end()) {
-						arg_values_list.emplace_back(arg_values);
+					if (it == arg_values_list.end()) {
+						// add current stage and args values to be compared later
+						arg_values_list[arg_values] = tmp;
+
+						// finishes to generate the stage
 						int id = new_uid();
 						tmp->setId(id);
 						tmp->setName(p.second->getName());
-						expanded_stages[id] = tmp;
-					} else
-						delete tmp;
+						tmp->setLocation(PipelineComponentBase::WORKER_SIDE);
+
+						// generate outputs
+						for (int out_id : p.second->getOutputs()) {
+							int new_id = new_uid();
+							ArgumentBase* ab_cpy = args.at(out_id)->clone();
+							ab_cpy->setName(args.at(out_id)->getName());
+							ab_cpy->setId(new_id);
+							ab_cpy->setParent(tmp->getId());
+							tmp->replaceOutput(out_id, new_id);						
+							
+							// add stage's output arguments to current workflow's argument list
+							stages_arguments[as.first].emplace_back(ab_cpy);
+
+							// add output to interstage args map
+							args_values.emplace_back(ab_cpy);
+						}
+						
+						// add stage to final stages list
+						expanded_stages[tmp->getId()] = tmp;
+					} else {
+						// if the stage already exists, reuse it
+						for (int out_id : it->second->getOutputs()) {
+							// add reused stage's output arguments to current workflow's argument list
+							// cout << "reusing stage " << out_id << " from workflow "
+							// 	<< it->second->getId() << endl;
+							stages_arguments[as.first].emplace_back(find_argument(args_values, out_id));
+						}
+
+						// TODO: solve mem leaking
+						// delete tmp;
+					}
 				}
 
-				// remove stage descriptor since it was already solved
+				// remove stage descriptor since it was already solved and break the loop
 				base_stages.erase(p.first);
+				break;
 			}
 		}
-		for (pair<int, PipelineComponentBase*> s : expanded_stages) {
-			cout << s.second->getName() << ":" << endl;
-			for (ArgumentBase* a : s.second->getArguments()) {
-				cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
-			}
-		}
+
 	}
 
-	for (list<ArgumentBase*> s : stages_arguments) {
-		cout << "got stage:" << endl;
-		for (ArgumentBase* a : s) {
-			cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
+	// add stages_arguments inputs to expanded_args
+	for (pair<int, list<ArgumentBase*>> p : stages_arguments) {
+		for (ArgumentBase* a : p.second) {
+			expanded_args[a->getId()] = a;
 		}
 	}
+
+	// // update the output arguments
+	// map<int, ArgumentBase*> workflow_outputs_cpy = workflow_outputs;
+	// while (workflow_outputs_cpy.size() != 0) {
+	// 	// get the first output argument
+	// 	ArgumentBase* old_arg = (workflow_outputs_cpy.begin())->second;
+
+	// 	// get the list of parameters (i.e the number of copies and the final ids) of the outputs
+	// 	list<ArgumentBase*> l = args_values[old_arg->getId()];
+
+	// 	// remove the current, outdated, argument from final map
+	// 	workflow_outputs.erase(old_arg->getId());
+	// 	workflow_outputs_cpy.erase(old_arg->getId());
+
+	// 	// add a copy of the old arg with the correct id to the final map for each repeated output
+	// 	for (ArgumentBase* a : l) {
+	// 		ArgumentBase* temp = old_arg->clone();
+	// 		temp->setParent(old_arg->getParent());
+	// 		temp->setId(a->getId());
+	// 		workflow_outputs[temp->getId()] = temp;
+	// 	}
+	// }
 }
 
 bool all_inps_in(list<int> inps, map<int, list<ArgumentBase*>> ref) {
@@ -2076,13 +2143,27 @@ int find_stage_id(map<int, PipelineComponentBase*> stages, string name) {
 	return -1;
 }
 
-ArgumentBase* find_argument(const map<int, ArgumentBase*> arguments, string name) {
+ArgumentBase* find_argument(const map<int, ArgumentBase*>& arguments, string name) {
 	for (pair<int, ArgumentBase*> p : arguments)
 		if (p.second->getName().compare(name) == 0)
 			return p.second;
 	return NULL;
 }
 
+ArgumentBase* find_argument(const list<ArgumentBase*>& arguments, int id) {
+	for (ArgumentBase* a : arguments)
+		if (a->getId() == id)
+			return a;
+	return NULL;
+}
+
+ArgumentBase* find_argument(const list<ArgumentBase*>& arguments, string name) {
+	for (ArgumentBase* a : arguments)
+		if (a->getName().compare(name) == 0)
+			return a;
+	return NULL;
+}
+
 // taken from: http://stackoverflow.com/questions/16388510/evaluate-a-string-with-a-switch-in-c
 constexpr unsigned int str2int(const char* str, int h = 0) {
 	return !str[h] ? 5381 : (str2int(str, h+1) * 33) ^ str[h];

From aaa1b2ee6162f2a6b214e631b580f894807b0568 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Sat, 24 Sep 2016 14:08:38 -0300
Subject: [PATCH 47/87] The workflows are executing, but the manager is
 finishing before all workflows are finished. This may happen because the last
 stages dependencies aren't being set propperly

---
 .../PipelineManager.cpp                       | 85 +++++++++++--------
 1 file changed, 49 insertions(+), 36 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 70c8d7f..2548b2c 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -130,7 +130,7 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	// Tell the system which libraries should be used
-	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
 	// region template used by all stages
 	RegionTemplate *rt = new RegionTemplate();
@@ -766,6 +766,9 @@ ArgumentBase* gen_arg(string value, string type) {
 				token2 = strtok(NULL, "[],");
 			}
 			break;
+		case parsing::rt_t:
+			arg = new ArgumentRT(value);
+			break;
 		default:
 			exit(-4);
 	}
@@ -845,6 +848,7 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 			bool found = false;
 			for (ArgumentBase* a : input_arguments[name]) {
 				ArgumentBase* aa = gen_arg(value, type);
+
 				// cout << "[---] comparing " << a->getName() << ":" << a->toString() << " with " << name << ":" << aa->toString() << endl;
 				if (a->getName().compare(name)==0 && a->toString().compare(aa->toString())==0) {
 					found = true;
@@ -856,6 +860,12 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 			char* token2;
 			if (!found) {
 				arg = gen_arg(value, type);
+
+				// set RT arguments as file inputs
+				if (arg->getType() == ArgumentBase::RT)
+					((ArgumentRT*)arg)->isFileInput = true;
+
+				// set remaining atributes
 				arg->setName(name);
 				arg->setId(new_uid());
 
@@ -970,27 +980,26 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 		}
 	}
 
-	// // update the output arguments
-	// map<int, ArgumentBase*> workflow_outputs_cpy = workflow_outputs;
-	// while (workflow_outputs_cpy.size() != 0) {
-	// 	// get the first output argument
-	// 	ArgumentBase* old_arg = (workflow_outputs_cpy.begin())->second;
-
-	// 	// get the list of parameters (i.e the number of copies and the final ids) of the outputs
-	// 	list<ArgumentBase*> l = args_values[old_arg->getId()];
-
-	// 	// remove the current, outdated, argument from final map
-	// 	workflow_outputs.erase(old_arg->getId());
-	// 	workflow_outputs_cpy.erase(old_arg->getId());
-
-	// 	// add a copy of the old arg with the correct id to the final map for each repeated output
-	// 	for (ArgumentBase* a : l) {
-	// 		ArgumentBase* temp = old_arg->clone();
-	// 		temp->setParent(old_arg->getParent());
-	// 		temp->setId(a->getId());
-	// 		workflow_outputs[temp->getId()] = temp;
-	// 	}
-	// }
+	// update the output arguments
+	map<int, ArgumentBase*> workflow_outputs_cpy = workflow_outputs;
+	while (workflow_outputs_cpy.size() != 0) {
+		// get the first output argument
+		ArgumentBase* old_arg = (workflow_outputs_cpy.begin())->second;
+
+		// remove the current, outdated, argument from final map
+		workflow_outputs.erase(old_arg->getId());
+		workflow_outputs_cpy.erase(old_arg->getId());
+
+		// add a copy of the old arg with the correct id to the final map for each repeated output
+		for (ArgumentBase* a : args_values) {
+			if (a->getName().compare(old_arg->getName()) == 0) {
+				ArgumentBase* temp = old_arg->clone();
+				temp->setParent(old_arg->getParent());
+				temp->setId(a->getId());
+				workflow_outputs[temp->getId()] = temp;
+			}
+		}
+	}
 }
 
 bool all_inps_in(list<int> inps, map<int, list<ArgumentBase*>> ref) {
@@ -1019,15 +1028,15 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 	// mapprint(args);
 	// cout << endl;
 
-	// cout << endl << "arg_values:" << endl;
-	for (pair<int, list<ArgumentBase*>> p : args_values) {
-		// cout << "base argument " << p.first << ":" << args.at(p.first)->getName() << endl;
-		for (ArgumentBase* a : p.second) {
-			a->setId(new_uid());
-			a->setName(args.at(p.first)->getName());
-			// cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
-		}
-	}
+	// // cout << endl << "arg_values:" << endl;
+	// for (pair<int, list<ArgumentBase*>> p : args_values) {
+	// 	// cout << "base argument " << p.first << ":" << args.at(p.first)->getName() << endl;
+	// 	for (ArgumentBase* a : p.second) {
+	// 		a->setId(new_uid());
+	// 		a->setName(args.at(p.first)->getName());
+	// 		// cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
+	// 	}
+	// }
 
 	// cout << endl << "stages:" << endl;
 	// mapprint(stages);
@@ -1929,9 +1938,12 @@ void generate_drs(RegionTemplate* rt,
 
 	// verify every argument
 	for (pair<int, ArgumentBase*> p : expanded_args) {
+		cout << "------------checking arg" << p.first << ":" << p.second->getName() << endl;
 		// if an argument is a region template data region
 		if (p.second->getType() == ArgumentBase::RT) {
+			cout << "arg" << p.first << ":" << p.second->getName() << " is RT" << endl;
 			if (((ArgumentRT*)p.second)->isFileInput) {
+				cout << "arg" << p.first << ":" << p.second->getName() << " is file inptut" << endl;
 				// create the data region and add it to the input region template
 				DenseDataRegion2D *ddr2d = new DenseDataRegion2D();
 				ddr2d->setName(p.second->getName());
@@ -1959,14 +1971,15 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 		for (int arg_id : stage.second->getInputs()) {
 			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
 			stage.second->addArgument(new_arg);
-			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
-				// cout << "input RT : " << merged_arguments[arg_id]->getName() << endl;
+			if (new_arg->getType() == ArgumentBase::RT) {
+				cout << "input RT : " << merged_arguments[arg_id]->getName() << endl;
 				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
 				if (((RTPipelineComponentBase*)stage.second)->
-						getRegionTemplateInstance(rt->getName()) == NULL)
+						getRegionTemplateInstance(rt->getName()) == NULL) {
 					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
+				}
 				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(
-					rt->getName(), merged_arguments[arg_id]->getName(), RTPipelineComponentBase::INPUT);
+					rt->getName(), new_arg->getName(), RTPipelineComponentBase::INPUT);
 			}
 			if (merged_arguments[arg_id]->getParent() != 0) {
 				// verify if the dependency stage was reused
@@ -1986,7 +1999,7 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
 			stage.second->addArgument(new_arg);
 			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
-				// cout << "output RT : " << merged_arguments[arg_id]->getName() << endl;
+				cout << "output RT : " << merged_arguments[arg_id]->getName() << endl;
 				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
 				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
 					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());

From 77c9183c9a53c11f86fedfca1d5624838a479b59 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Sun, 25 Sep 2016 22:52:02 -0300
Subject: [PATCH 48/87] Bug Fixes:

1. Fixed stage dependency after merging using dakota input;
2. Fixed input arguments from reused stages;
3. Fixed output Arguments being destroyed prematurelt by
being considered as input.

There is a problem enforcing the fine grain tasks dependencies.
This was temporarily fixed by executing the tasks on the Segmentation
run method instead of sending them to the local manager.

The system is working with -np 2 but crashing on anything >2.
---
 runtime/PipelineComponentBase.cpp             |  25 ++-
 runtime/PipelineComponentBase.h               |   8 +
 .../PipelineManager.cpp                       |  84 +++++++++-
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 148 +++++++++++++++++-
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp |   3 -
 5 files changed, 250 insertions(+), 18 deletions(-)

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index e66fbbe..14b2d0d 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -73,13 +73,22 @@ ArgumentBase *PipelineComponentBase::getArgument(int index)
 
 ArgumentBase *PipelineComponentBase::getArgumentById(int id) 
 {
-	ArgumentBase *retArg = NULL;
 	for (vector<ArgumentBase*>::iterator i = this->arguments.begin(); i != this->arguments.end(); i++) {
 		if ((*i)->getId() == id) {
-			retArg = *i;
+			return *i;
 		}
 	}
-	return retArg;
+	return NULL;
+}
+
+ArgumentBase *PipelineComponentBase::getArgumentByName(std::string name)
+{
+	for (vector<ArgumentBase*>::iterator i = this->arguments.begin(); i != this->arguments.end(); i++) {
+		if ((*i)->getName().compare(name) == 0) {
+			return *i;
+		}
+	}
+	return NULL;
 }
 
 std::string PipelineComponentBase::getComponentName() const
@@ -379,6 +388,16 @@ PipelineComponentBase* PipelineComponentBase::clone() {
 	return retValue;
 }
 
+void PipelineComponentBase::replaceArgument(int old_id, ArgumentBase* new_a) {
+	for (std::vector<ArgumentBase*>::iterator i=arguments.begin(); i!=arguments.end(); i++) {
+		if ((*i)->getId() == old_id) {
+			arguments.erase(i);
+			arguments.push_back(new_a);
+			return;
+		}
+	}
+}
+
 void PipelineComponentBase::printTasks() {
 	for (std::list<ReusableTask*>::iterator i = tasks.begin(); i!=tasks.end(); i++) {
 		(*i)->print();
diff --git a/runtime/PipelineComponentBase.h b/runtime/PipelineComponentBase.h
index fc52afb..a443d65 100644
--- a/runtime/PipelineComponentBase.h
+++ b/runtime/PipelineComponentBase.h
@@ -115,6 +115,11 @@ class PipelineComponentBase: public Task {
 	// instead of changing getArgument(int) for compatibility reasons
 	ArgumentBase *getArgumentById(int id);
 
+	// Retrieve an argument with 'id', if it exists, otherwise NULL is returned
+	// This is used by the fine-grain merging and was added here as a new function
+	// instead of changing getArgument(int) for compatibility reasons
+	ArgumentBase *getArgumentByName(std::string name);
+
 	// Get current number of arguments associated to this component.
 	int getArgumentsSize();
 
@@ -175,6 +180,9 @@ class PipelineComponentBase: public Task {
 	// needed for inter stage dependency verification on task merging
 	std::vector<ArgumentBase*> getArguments() {return arguments;};
 
+	// needed to update an argument of a reused stage on fine-grain merging
+	void replaceArgument(int old_id, ArgumentBase* new_a);
+
 	void printTasks();
 
 	// makespan cost 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 2548b2c..d852f31 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -273,6 +273,44 @@ int main(int argc, char* argv[]) {
 	MPI_Comm_size(MPI_COMM_WORLD, &size);
 	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size-1);
 
+	// resolve dependencies of reused stages
+	for (pair<int, PipelineComponentBase*> p : merged_stages) {
+		// add correct stage dependencies 
+		list<int> deps_tmp;
+		for (int i=0; i<p.second->getNumberDependencies(); i++) {
+			if (merged_stages.find(p.second->getDependency(i)) != merged_stages.end() && 
+					merged_stages[p.second->getDependency(i)]->reused != NULL) {
+				deps_tmp.emplace_back(merged_stages[p.second->getDependency(i)]->reused->getId());
+			}
+		}
+		for (int d : deps_tmp)
+			p.second->addDependency(d);
+
+		// connect correct output arguments
+		bool updated = true;
+		while (updated) {
+			updated = false;
+			for (ArgumentBase* a : p.second->getArguments()) {
+				if (a->getParent() != 0 && merged_stages[a->getParent()]->reused != NULL) {
+					updated = true;
+					p.second->replaceArgument(a->getId(), 
+						merged_stages[a->getParent()]->reused->getArgumentByName(a->getName()));
+					break;
+				}
+			}
+		}
+
+		// replace arguments with clones to avoid double free when stages are finished
+		// map<int, ArgumentBase*> args_clones;
+		// for (ArgumentBase* a : p.second->getArguments()) {
+		// 	ArgumentBase* cpy = a->clone();
+		// 	cpy->setId(new_uid());
+		// 	args_clones[a->getId()] = cpy;
+		// }
+		// for (pair<int, ArgumentBase*> a : args_clones) 
+		// 	p.second->replaceArgument(a.first, a.second);
+	}
+
 	cout << endl<< "merged-fine: " << endl;
 	for (pair<int, PipelineComponentBase*> p : merged_stages) {
 		string s = p.second->reused!=NULL?" - reused":"";
@@ -298,7 +336,11 @@ int main(int argc, char* argv[]) {
 	for (pair<int, PipelineComponentBase*> s : merged_stages) {
 		if (s.second->reused == NULL) {
 			cout << "sent component " << s.second->getId() << ":" 
-				<< s.second->getName() << " to execute with args:" << endl;
+				<< s.second->getName() << " sized " << s.second->size() << " to execute with args:" << endl;
+			cout << "\tall args: " << endl;
+			for (ArgumentBase* a : s.second->getArguments())
+				cout << "\t\t" << a->getId() << ":" << a->getName() << " = " 
+					<< a->toString() << " parent " << a->getParent() << endl;
 			cout << "\tinputs: " << endl;
 			for (int i : s.second->getInputs())
 				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
@@ -898,9 +940,9 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 		// cout << "base_stages size: " << base_stages.size() << endl;
 		for (pair<int, PipelineComponentBase*> p : base_stages) {
 			// attempt to find a stage witch has all inputs expanded either on the workflow inputs or interstage ones
-			// cout << "checking stage " << p.second->getName() << endl;
+			cout << "checking stage " << p.second->getName() << endl;
 			if (all_inps_in(p.second->getInputs(), args, input_arguments, args_values)) {
-				// cout << "stage " << p.second->getName() << " has all inputs" << endl;
+				cout << "stage " << p.second->getName() << " has all inputs" << endl;
 
 				// A list of concatenated arg values, used as a quick way to verify if a stage with
 				// the same args was already created.
@@ -917,6 +959,7 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 							if (args.at(inp_id)->getName().compare(a->getName())==0) {
 								arg_values += to_string(a->getId());
 								tmp->addInput(a->getId());
+								// tmp->addArgument(a->clone());
 								break;
 							}
 						}
@@ -991,8 +1034,11 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 		workflow_outputs_cpy.erase(old_arg->getId());
 
 		// add a copy of the old arg with the correct id to the final map for each repeated output
+		cout << "checking output " << old_arg->getId() << ":" << old_arg->getName() << endl;
 		for (ArgumentBase* a : args_values) {
+			cout << "comparing with output " << a->getId() << ":" << a->getName() << endl;
 			if (a->getName().compare(old_arg->getName()) == 0) {
+				cout << "output found" << endl;
 				ArgumentBase* temp = old_arg->clone();
 				temp->setParent(old_arg->getParent());
 				temp->setId(a->getId());
@@ -1353,6 +1399,7 @@ void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<
 	s->tasks.clear();
 }
 
+// attempt to merge a list of PCB, returning the new list with only the merged PCBs
 list<PipelineComponentBase*> merge_stages(list<PipelineComponentBase*> stages, 
 	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
 
@@ -1374,6 +1421,29 @@ list<PipelineComponentBase*> merge_stages(list<PipelineComponentBase*> stages,
 	return stages;
 }
 
+// Attempt to merge a list of PCB, returning a list of PCBs with the same size.
+// The new list will have the merged PCBs without any tasks and with the reuse
+// atribute set as true.
+list<PipelineComponentBase*> merge_stages_full(list<PipelineComponentBase*> stages, 
+	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
+
+	if (stages.size() == 1)
+		return stages;
+
+	list<PipelineComponentBase*>::iterator i = stages.begin();
+	
+	for (; i!=stages.end(); i++) {
+		for (list<PipelineComponentBase*>::iterator j = next(i); j!=stages.end(); j++) {
+			if (merging_condition(*i, *j, args, ref)) {
+				merge_stages(*i, *j, ref);
+				(*j)->reused = *i;
+			}
+		}
+	}
+
+	return stages;
+}
+
 mincut::weight_t get_reuse_factor(PipelineComponentBase* s1, PipelineComponentBase* s2, 
 	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
 
@@ -1925,7 +1995,7 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 
 		// merge all stages in each bucket, given that they are mergable
 		for (list<PipelineComponentBase*> bucket : solution) {
-			list<PipelineComponentBase*> curr = merge_stages(bucket, expanded_args, ref->second->tasksDesc);
+			list<PipelineComponentBase*> curr = merge_stages_full(bucket, expanded_args, ref->second->tasksDesc);
 			// send rem stages to merged_stages
 			for (PipelineComponentBase* s : curr)
 				merged_stages[s->getId()] = s;		
@@ -1938,12 +2008,9 @@ void generate_drs(RegionTemplate* rt,
 
 	// verify every argument
 	for (pair<int, ArgumentBase*> p : expanded_args) {
-		cout << "------------checking arg" << p.first << ":" << p.second->getName() << endl;
 		// if an argument is a region template data region
 		if (p.second->getType() == ArgumentBase::RT) {
-			cout << "arg" << p.first << ":" << p.second->getName() << " is RT" << endl;
 			if (((ArgumentRT*)p.second)->isFileInput) {
-				cout << "arg" << p.first << ":" << p.second->getName() << " is file inptut" << endl;
 				// create the data region and add it to the input region template
 				DenseDataRegion2D *ddr2d = new DenseDataRegion2D();
 				ddr2d->setName(p.second->getName());
@@ -1970,6 +2037,7 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 		// add input arguments to stage, adding them as RT as needed
 		for (int arg_id : stage.second->getInputs()) {
 			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
+			new_arg->setParent(merged_arguments[arg_id]->getParent());
 			stage.second->addArgument(new_arg);
 			if (new_arg->getType() == ArgumentBase::RT) {
 				cout << "input RT : " << merged_arguments[arg_id]->getName() << endl;
@@ -1997,6 +2065,8 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 		// add output arguments to stage, adding them as RT as needed
 		for (int arg_id : stage.second->getOutputs()) {
 			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
+			new_arg->setParent(merged_arguments[arg_id]->getParent());
+			new_arg->setIo(ArgumentBase::output);
 			stage.second->addArgument(new_arg);
 			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
 				cout << "output RT : " << merged_arguments[arg_id]->getName() << endl;
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index dfeee6b..d9ae859 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -116,24 +116,28 @@ int Segmentation::run() {
 
 	map<int, ReusableTask*> prev_map;
 	for (list<ReusableTask*>::reverse_iterator task=tasks.rbegin(); task!=tasks.rend(); task++) {
-		cout << "\t\t\t[Segmentation] sending task " << (*task)->getId() << endl;
 		// generate a task copy and update the DR, getting the actual data
 		ReusableTask* t = (*task)->clone();
 		t->updateDR(inputRt);
 
+		cout << "\t\t\t[Segmentation] sending task " << (*task)->getId() << endl;
+
 		// solve dependency if it isn't the first task
 		if (t->parentTask != -1) {
-			t->addDependency(prev_map[t->parentTask]);
+			cout << "\t\t\t[Segmentation] setting dep of " << t->getId() << " to " << prev_map[t->parentTask]->getId() << endl;
+			t->addDependency(prev_map[t->parentTask]->getId());
 			t->resolveDependencies(prev_map[t->parentTask]);
 		}
 
-		// send task to be executed
-		this->executeTask(t);
-
 		// add this task to parent list for future dependency resolution
 		prev_map[t->getId()] = t;
+		t->run();
 	}
 
+	// send all tasks to be executed
+	// for (pair<int, ReusableTask*> p : prev_map)
+	// 	this->executeTask(p.second);
+
 	return 0;
 }
 
@@ -206,6 +210,8 @@ TaskSegmentation0::TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation0::~TaskSegmentation0() {
+	//std::cout << "bgr: " << to_string(bgr.use_count()) << " = " << &*bgr << endl;
+	//std::cout << "rbc: " << to_string(rbc.use_count()) << " = " << &*rbc << endl;
 }
 
 bool TaskSegmentation0::run(int procType, int tid) {
@@ -215,6 +221,15 @@ bool TaskSegmentation0::run(int procType, int tid) {
 
 	std::cout << "\t\t\tTaskSegmentation0 executing." << std::endl;	
 
+	if (bgr.use_count() <= 0) {
+		std::cout << "bgr counter is " << bgr.use_count() << std::endl;
+		exit(-1);
+	}
+	if (rbc.use_count() <= 0) {
+		std::cout << "rbc counter is " << rbc.use_count() << std::endl;
+		exit(-1);
+	}
+
 	::nscale::HistologicalEntities::segmentNucleiStg1(normalized_rt, blue, green, red, T1, T2, &(*bgr), &(*rbc));
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
@@ -449,6 +464,11 @@ TaskSegmentation1::TaskSegmentation1(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation1::~TaskSegmentation1() {
+	//std::cout << "bgr: " << to_string(bgr.use_count()) << " = " << &*bgr << endl;
+	//std::cout << "rc: " << to_string(rc.use_count()) << " = " << &*rc << endl;
+	//std::cout << "rc_recon: " << to_string(rc_recon.use_count()) << " = " << &*rc_recon << endl;
+	//std::cout << "rc_open: " << to_string(rc_open.use_count()) << " = " << &*rc_open << endl;
+	//std::cout << "rbc_fw: " << to_string(rbc_fw.use_count()) << " = " << &*rbc_fw << endl;
 }
 
 bool TaskSegmentation1::run(int procType, int tid) {
@@ -457,6 +477,30 @@ bool TaskSegmentation1::run(int procType, int tid) {
 
 	std::cout << "\t\t\tTaskSegmentation1 executing." << std::endl;	
 
+	if (bgr.use_count() <= 0) {
+		std::cout << "bgr counter is " 
+			<< bgr.use_count() << std::endl;
+		exit(-1);
+	}
+
+	if (rc.use_count() <= 0) {
+		std::cout << "rc counter is " 
+			<< rc.use_count() << std::endl;
+		exit(-1);
+	}
+
+	if (rc_recon.use_count() <= 0) {
+		std::cout << "rc_recon counter is " 
+			<< rc_recon.use_count() << std::endl;
+		exit(-1);
+	}
+
+	if (rc_open.use_count() <= 0) {
+		std::cout << "rc_open counter is " 
+			<< rc_open.use_count() << std::endl;
+		exit(-1);
+	}
+
 	::nscale::HistologicalEntities::segmentNucleiStg2(reconConnectivity, &*bgr, &*rc, &*rc_recon, &*rc_open);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
@@ -615,6 +659,12 @@ TaskSegmentation2::TaskSegmentation2(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation2::~TaskSegmentation2() {
+	//std::cout << "rc: " << to_string(rc.use_count()) << " = " << &*rc << endl;
+	//std::cout << "rc_recon: " << to_string(rc_recon.use_count()) << " = " << &*rc_recon << endl;
+	//std::cout << "rc_open: " << to_string(rc_open.use_count()) << " = " << &*rc_open << endl;
+	//std::cout << "bw1: " << to_string(bw1.use_count()) << " = " << &*bw1 << endl;
+	//std::cout << "diffIm: " << to_string(diffIm.use_count()) << " = " << &*diffIm << endl;
+	//std::cout << "rbc_fw: " << to_string(rbc_fw.use_count()) << " = " << &*rbc_fw << endl;
 }
 
 bool TaskSegmentation2::run(int procType, int tid) {
@@ -623,6 +673,32 @@ bool TaskSegmentation2::run(int procType, int tid) {
 
 	std::cout << "\t\t\tTaskSegmentation2 executing." << std::endl;	
 
+	if (rc.use_count() <= 0) {
+		std::cout << "rc counter is " 
+			<< rc.use_count() << std::endl;
+		exit(-1);
+	}
+	if (rc_recon.use_count() <= 0) {
+		std::cout << "rc_recon counter is " 
+			<< rc_recon.use_count() << std::endl;
+		exit(-1);
+	}
+	if (rc_open.use_count() <= 0) {
+		std::cout << "rc_open counter is " 
+			<< rc_open.use_count() << std::endl;
+		exit(-1);
+	}
+	if (bw1.use_count() <= 0) {
+		std::cout << "bw1 counter is " 
+			<< bw1.use_count() << std::endl;
+		exit(-1);
+	}
+	if (diffIm.use_count() <= 0) {
+		std::cout << "diffIm counter is " 
+			<< diffIm.use_count() << std::endl;
+		exit(-1);
+	}
+
 	::nscale::HistologicalEntities::segmentNucleiStg3(fillHolesConnectivity, G1, &*rc, &*rc_recon, &*rc_open, &*bw1, &*diffIm);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
@@ -794,6 +870,10 @@ TaskSegmentation3::TaskSegmentation3(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation3::~TaskSegmentation3() {
+	//std::cout << "bw1: " << to_string(bw1.use_count()) << " = " << &*bw1 << endl;
+	//std::cout << "bw1_t: " << to_string(bw1_t.use_count()) << " = " << &*bw1_t << endl;
+	//std::cout << "rbc_fw: " << to_string(rbc_fw.use_count()) << " = " << &*rbc_fw << endl;
+	//std::cout << "diffIm_fw: " << to_string(diffIm_fw.use_count()) << " = " << &*diffIm_fw << endl;
 }
 
 bool TaskSegmentation3::run(int procType, int tid) {
@@ -805,6 +885,17 @@ bool TaskSegmentation3::run(int procType, int tid) {
 
 	std::cout << "\t\t\tTaskSegmentation3 executing." << std::endl;	
 
+	if (bw1.use_count() <= 0) {
+		std::cout << "bw1 counter is " 
+			<< bw1.use_count() << std::endl;
+		exit(-1);
+	}
+	if (bw1_t.use_count() <= 0) {
+		std::cout << "bw1_t counter is " 
+			<< bw1_t.use_count() << std::endl;
+		exit(-1);
+	}
+
 	::nscale::HistologicalEntities::segmentNucleiStg4(minSize, maxSize, &*bw1, &*bw1_t);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
@@ -969,6 +1060,10 @@ TaskSegmentation4::TaskSegmentation4(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation4::~TaskSegmentation4() {
+	//std::cout << "diffIm: " << to_string(diffIm.use_count()) << " = " << &*diffIm << endl;
+	//std::cout << "bw1_t: " << to_string(bw1_t.use_count()) << " = " << &*bw1_t << endl;
+	//std::cout << "rbc: " << to_string(rbc.use_count()) << " = " << &*rbc << endl;
+	//std::cout << "seg_open: " << to_string(seg_open.use_count()) << " = " << &*seg_open << endl;
 }
 
 bool TaskSegmentation4::run(int procType, int tid) {
@@ -980,6 +1075,27 @@ bool TaskSegmentation4::run(int procType, int tid) {
 
 	std::cout << "\t\t\tTaskSegmentation4 executing." << std::endl;	
 
+	if (diffIm.use_count() <= 0) {
+		std::cout << "diffIm counter is " 
+			<< diffIm.use_count() << std::endl;
+		exit(-1);
+	}
+	if (bw1_t.use_count() <= 0) {
+		std::cout << "bw1_t counter is " 
+			<< bw1_t.use_count() << std::endl;
+		exit(-1);
+	}
+	if (rbc.use_count() <= 0) {
+		std::cout << "rbc counter is " 
+			<< rbc.use_count() << std::endl;
+		exit(-1);
+	}
+	if (seg_open.use_count() <= 0) {
+		std::cout << "seg_open counter is " 
+			<< seg_open.use_count() << std::endl;
+		exit(-1);
+	}
+
 	::nscale::HistologicalEntities::segmentNucleiStg5(G2, &*diffIm, &*bw1_t, &*rbc, &*seg_open);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
@@ -1148,6 +1264,8 @@ TaskSegmentation5::TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation5::~TaskSegmentation5() {
+	//std::cout << "seg_open: " << to_string(seg_open.use_count()) << " = " << &*seg_open << endl;
+	//std::cout << "seg_nonoverlap: " << to_string(seg_nonoverlap.use_count()) << " = " << &*seg_nonoverlap << endl;
 }
 
 bool TaskSegmentation5::run(int procType, int tid) {
@@ -1160,6 +1278,17 @@ bool TaskSegmentation5::run(int procType, int tid) {
 
 	std::cout << "\t\t\tTaskSegmentation5 executing." << std::endl;	
 
+	if (seg_open.use_count() <= 0) {
+		std::cout << "seg_open counter is " 
+			<< seg_open.use_count() << std::endl;
+		exit(-1);
+	}
+	if (seg_nonoverlap.use_count() <= 0) {
+		std::cout << "seg_nonoverlap counter is " 
+			<< seg_nonoverlap.use_count() << std::endl;
+		exit(-1);
+	}
+
 	::nscale::HistologicalEntities::segmentNucleiStg6(normalized_rt, minSizePl, watershedConnectivity, &*seg_open, &*seg_nonoverlap);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
@@ -1377,6 +1506,8 @@ TaskSegmentation6::TaskSegmentation6(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation6::~TaskSegmentation6() {
+	//std::cout << "seg_open: " << to_string(seg_open.use_count()) << " = " << &*seg_open << endl;
+	//std::cout << "seg_nonoverlap: " << to_string(seg_nonoverlap.use_count()) << " = " << &*seg_nonoverlap << endl;
 }
 
 bool TaskSegmentation6::run(int procType, int tid) {
@@ -1388,6 +1519,13 @@ bool TaskSegmentation6::run(int procType, int tid) {
 
 	std::cout << "\t\t\tTaskSegmentation6 executing." << std::endl;	
 
+	if (seg_nonoverlap.use_count() <= 0) {
+		std::cout << "seg_nonoverlap counter is " 
+			<< seg_nonoverlap.use_count() << std::endl;
+		exit(-1);
+	}
+
+
 	::nscale::HistologicalEntities::segmentNucleiStg7(&segmented_rt, minSizeSeg, maxSizeSeg, fillHolesConnectivity, &*seg_nonoverlap);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index a9854f4..d79aba8 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -253,9 +253,6 @@ friend class TaskSegmentation6;
 	std::shared_ptr<cv::Mat> seg_open;
 	std::shared_ptr<cv::Mat> seg_nonoverlap;
 
-	// forward intertask arguments
-	std::shared_ptr<cv::Mat> seg_open_fw;
-
 public:
 	// data regions
 	std::shared_ptr<DenseDataRegion2D*> normalized_rt_temp;

From 68439283a3aa1751c5ebfdc84444bf97f0aae821 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Sun, 25 Sep 2016 23:09:57 -0300
Subject: [PATCH 49/87] Fixed np > 2 bug.

---
 .../examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp     | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index d852f31..b7dfbdc 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -1271,6 +1271,10 @@ bool merging_condition(PipelineComponentBase* merged, PipelineComponentBase* to_
 	if (ref.size() == 0)
 		return false;
 
+	// if any of the stages were already reused they can't be merged
+	if (to_merge->reused != NULL)
+		return false;
+
 	// verify if the first task is reusable
 	if (!exists_reusable_task(merged, to_merge, ref.begin()->first))
 		return false;

From 40aa440b6e0371f6eb1fcaf93fac9ea154700d8f Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Mon, 26 Sep 2016 00:10:04 -0300
Subject: [PATCH 50/87] Changed the format of the dakota input

---
 .../dakota_nscale_ps_moat_600_32nodes.out     | 4586 ++++++++---------
 1 file changed, 2293 insertions(+), 2293 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/dakota_nscale_ps_moat_600_32nodes.out b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/dakota_nscale_ps_moat_600_32nodes.out
index f9ebf88..6f6529d 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/dakota_nscale_ps_moat_600_32nodes.out
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/dakota_nscale_ps_moat_600_32nodes.out
@@ -25,11 +25,11 @@ variables
   continuous_design = 15
     lower_bounds      210.0   210.0 210.0   2.5 2.5 5.0 2.0 2.0   900.0   5.0   2.0   900.0   4.0   4.0 4.0
     upper_bounds      240.0 240.0   240.0 7.5     7.5 80.0  40.0  40.0    1500.0    80.0    80.0    1500.0    8.0   8.0 8.0
-    descriptors       'blue integer'   'green integer'  'red integer'   'T1 float'    'T2 float'  'G1 integer'  'G2 integer'  'minSize integer' 'maxSize integer' 'minSizePl integer' 'minSizeSeg integer'  'maxSizeSeg integer'  'fillHoles integer' 'recon integer' 'water integer
+    descriptors       'blue integer'   'green integer'  'red integer'   'T1 float'    'T2 float'  'G1 integer'  'G2 integer'  'minSize integer' 'maxSize integer' 'minSizePl integer' 'minSizeSeg integer'  'maxSizeSeg integer'  'fillHolesConnectivity integer' 'reconConnectivity integer' 'watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string'
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt'
 
 interface,
   fork
@@ -83,13 +83,13 @@ Parameters for evaluation 1:
                       5.5000000000e+01 minSizePl integer
                       1.6857142857e+01 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      6.6666666667e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      6.6666666667e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
                       
 blocking fork: simulator_script params.in results.out
 
@@ -115,13 +115,13 @@ Parameters for evaluation 2:
                       5.5000000000e+01 minSizePl integer
                       1.6857142857e+01 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      6.6666666667e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      6.6666666667e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -147,13 +147,13 @@ Parameters for evaluation 3:
                       5.5000000000e+01 minSizePl integer
                       1.6857142857e+01 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      6.6666666667e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      6.6666666667e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -179,13 +179,13 @@ Parameters for evaluation 4:
                       5.5000000000e+01 minSizePl integer
                       1.6857142857e+01 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.5714285714e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.5714285714e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -211,13 +211,13 @@ Parameters for evaluation 5:
                       5.5000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.5714285714e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.5714285714e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -243,13 +243,13 @@ Parameters for evaluation 6:
                       5.5000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.5714285714e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.5714285714e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -275,13 +275,13 @@ Parameters for evaluation 7:
                       5.5000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.5714285714e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.5714285714e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -307,13 +307,13 @@ Parameters for evaluation 8:
                       5.5000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.5714285714e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.5714285714e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -339,13 +339,13 @@ Parameters for evaluation 9:
                       5.5000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.5714285714e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.5714285714e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -371,13 +371,13 @@ Parameters for evaluation 10:
                       5.5000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      4.5714285714e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      4.5714285714e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -403,13 +403,13 @@ Parameters for evaluation 11:
                       1.5714285714e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      4.5714285714e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      4.5714285714e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -435,13 +435,13 @@ Parameters for evaluation 12:
                       1.5714285714e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      4.5714285714e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      4.5714285714e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -467,13 +467,13 @@ Parameters for evaluation 13:
                       1.5714285714e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      4.5714285714e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      4.5714285714e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -499,13 +499,13 @@ Parameters for evaluation 14:
                       1.5714285714e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      4.5714285714e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      4.5714285714e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -531,13 +531,13 @@ Parameters for evaluation 15:
                       1.5714285714e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      4.5714285714e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      4.5714285714e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -563,13 +563,13 @@ Parameters for evaluation 16:
                       1.5714285714e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      4.5714285714e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      4.5714285714e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -595,13 +595,13 @@ Parameters for evaluation 17:
                       4.4285714286e+01 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.2428571429e+03 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      5.9047619048e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      5.9047619048e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -627,13 +627,13 @@ Parameters for evaluation 18:
                       4.4285714286e+01 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.2428571429e+03 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      5.9047619048e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      5.9047619048e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -659,13 +659,13 @@ Parameters for evaluation 19:
                       4.4285714286e+01 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.2428571429e+03 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      5.9047619048e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      5.9047619048e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -691,13 +691,13 @@ Parameters for evaluation 20:
                       5.0000000000e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.2428571429e+03 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      5.9047619048e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      5.9047619048e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -723,13 +723,13 @@ Parameters for evaluation 21:
                       5.0000000000e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      5.9047619048e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      5.9047619048e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -755,13 +755,13 @@ Parameters for evaluation 22:
                       5.0000000000e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      8.0000000000e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -787,13 +787,13 @@ Parameters for evaluation 23:
                       5.0000000000e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      8.0000000000e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -819,13 +819,13 @@ Parameters for evaluation 24:
                       5.0000000000e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      8.0000000000e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -851,13 +851,13 @@ Parameters for evaluation 25:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      8.0000000000e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -883,13 +883,13 @@ Parameters for evaluation 26:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      8.0000000000e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -915,13 +915,13 @@ Parameters for evaluation 27:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      8.0000000000e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -947,13 +947,13 @@ Parameters for evaluation 28:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      8.0000000000e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -979,13 +979,13 @@ Parameters for evaluation 29:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.4761904762e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      8.0000000000e+00 water integer
+                      6.4761904762e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1011,13 +1011,13 @@ Parameters for evaluation 30:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.4761904762e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      8.0000000000e+00 water integer
+                      6.4761904762e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1043,13 +1043,13 @@ Parameters for evaluation 31:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.4761904762e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      8.0000000000e+00 water integer
+                      6.4761904762e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1075,13 +1075,13 @@ Parameters for evaluation 32:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.4761904762e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      8.0000000000e+00 water integer
+                      6.4761904762e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1107,13 +1107,13 @@ Parameters for evaluation 33:
                       3.7142857143e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.0428571429e+03 maxSizeSeg integer
-                      5.3333333333e+00 fillHoles integer
-                      5.1428571429e+00 recon integer
-                      4.1904761905e+00 water integer
+                      5.3333333333e+00 fillHolesConnectivity integer
+                      5.1428571429e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1139,13 +1139,13 @@ Parameters for evaluation 34:
                       3.7142857143e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.0428571429e+03 maxSizeSeg integer
-                      5.3333333333e+00 fillHoles integer
-                      5.1428571429e+00 recon integer
-                      4.1904761905e+00 water integer
+                      5.3333333333e+00 fillHolesConnectivity integer
+                      5.1428571429e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1171,13 +1171,13 @@ Parameters for evaluation 35:
                       3.7142857143e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.0428571429e+03 maxSizeSeg integer
-                      5.3333333333e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.1904761905e+00 water integer
+                      5.3333333333e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1203,13 +1203,13 @@ Parameters for evaluation 36:
                       3.7142857143e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.0428571429e+03 maxSizeSeg integer
-                      5.3333333333e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.1904761905e+00 water integer
+                      5.3333333333e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1235,13 +1235,13 @@ Parameters for evaluation 37:
                       3.7142857143e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.0428571429e+03 maxSizeSeg integer
-                      5.3333333333e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.1904761905e+00 water integer
+                      5.3333333333e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1267,13 +1267,13 @@ Parameters for evaluation 38:
                       3.7142857143e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.0428571429e+03 maxSizeSeg integer
-                      5.3333333333e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.1904761905e+00 water integer
+                      5.3333333333e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1299,13 +1299,13 @@ Parameters for evaluation 39:
                       3.7142857143e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.0428571429e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1331,13 +1331,13 @@ Parameters for evaluation 40:
                       3.7142857143e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.3571428571e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1363,13 +1363,13 @@ Parameters for evaluation 41:
                       3.7142857143e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.3571428571e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1395,13 +1395,13 @@ Parameters for evaluation 42:
                       7.6428571429e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.3571428571e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1427,13 +1427,13 @@ Parameters for evaluation 43:
                       7.6428571429e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.3571428571e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1459,13 +1459,13 @@ Parameters for evaluation 44:
                       7.6428571429e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.3571428571e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1491,13 +1491,13 @@ Parameters for evaluation 45:
                       7.6428571429e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.3571428571e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1523,13 +1523,13 @@ Parameters for evaluation 46:
                       7.6428571429e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.3571428571e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1555,13 +1555,13 @@ Parameters for evaluation 47:
                       7.6428571429e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.3571428571e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1587,13 +1587,13 @@ Parameters for evaluation 48:
                       7.6428571429e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.3571428571e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1619,13 +1619,13 @@ Parameters for evaluation 49:
                       4.7857142857e+01 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.2714285714e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      5.9047619048e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      5.9047619048e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1651,13 +1651,13 @@ Parameters for evaluation 50:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.2714285714e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      5.9047619048e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      5.9047619048e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1683,13 +1683,13 @@ Parameters for evaluation 51:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.2714285714e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      5.9047619048e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      5.9047619048e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1715,13 +1715,13 @@ Parameters for evaluation 52:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.2714285714e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      8.0000000000e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1747,13 +1747,13 @@ Parameters for evaluation 53:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.2714285714e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      8.0000000000e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1779,13 +1779,13 @@ Parameters for evaluation 54:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.2714285714e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      8.0000000000e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1811,13 +1811,13 @@ Parameters for evaluation 55:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      8.0000000000e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1843,13 +1843,13 @@ Parameters for evaluation 56:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      8.0000000000e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1875,13 +1875,13 @@ Parameters for evaluation 57:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      8.0000000000e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1907,13 +1907,13 @@ Parameters for evaluation 58:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      8.0000000000e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1939,13 +1939,13 @@ Parameters for evaluation 59:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      8.0000000000e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -1971,13 +1971,13 @@ Parameters for evaluation 60:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      8.0000000000e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2003,13 +2003,13 @@ Parameters for evaluation 61:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      8.0000000000e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2035,13 +2035,13 @@ Parameters for evaluation 62:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      8.0000000000e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2067,13 +2067,13 @@ Parameters for evaluation 63:
                       8.5714285714e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      8.0000000000e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2099,13 +2099,13 @@ Parameters for evaluation 64:
                       8.5714285714e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      8.0000000000e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      8.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2131,13 +2131,13 @@ Parameters for evaluation 65:
                       8.0000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.7142857143e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2163,13 +2163,13 @@ Parameters for evaluation 66:
                       8.0000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.7142857143e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2195,13 +2195,13 @@ Parameters for evaluation 67:
                       8.0000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      5.7142857143e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2227,13 +2227,13 @@ Parameters for evaluation 68:
                       8.0000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2259,13 +2259,13 @@ Parameters for evaluation 69:
                       8.0000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2291,13 +2291,13 @@ Parameters for evaluation 70:
                       8.0000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2323,13 +2323,13 @@ Parameters for evaluation 71:
                       8.0000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2355,13 +2355,13 @@ Parameters for evaluation 72:
                       8.0000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2387,13 +2387,13 @@ Parameters for evaluation 73:
                       8.0000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2419,13 +2419,13 @@ Parameters for evaluation 74:
                       8.0000000000e+01 minSizePl integer
                       5.7714285714e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2451,13 +2451,13 @@ Parameters for evaluation 75:
                       8.0000000000e+01 minSizePl integer
                       1.6857142857e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2483,13 +2483,13 @@ Parameters for evaluation 76:
                       8.0000000000e+01 minSizePl integer
                       1.6857142857e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2515,13 +2515,13 @@ Parameters for evaluation 77:
                       8.0000000000e+01 minSizePl integer
                       1.6857142857e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      7.8095238095e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2547,13 +2547,13 @@ Parameters for evaluation 78:
                       8.0000000000e+01 minSizePl integer
                       1.6857142857e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      7.8095238095e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2579,13 +2579,13 @@ Parameters for evaluation 79:
                       4.0714285714e+01 minSizePl integer
                       1.6857142857e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      7.8095238095e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2611,13 +2611,13 @@ Parameters for evaluation 80:
                       4.0714285714e+01 minSizePl integer
                       1.6857142857e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      7.8095238095e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2643,13 +2643,13 @@ Parameters for evaluation 81:
                       7.6428571429e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.1428571429e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.0000000000e+00 water integer
+                      5.1428571429e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2675,13 +2675,13 @@ Parameters for evaluation 82:
                       7.6428571429e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.1428571429e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.0000000000e+00 water integer
+                      5.1428571429e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2707,13 +2707,13 @@ Parameters for evaluation 83:
                       7.6428571429e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.1428571429e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      4.0000000000e+00 water integer
+                      5.1428571429e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      4.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2739,13 +2739,13 @@ Parameters for evaluation 84:
                       7.6428571429e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.1428571429e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      6.0952380952e+00 water integer
+                      5.1428571429e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2771,13 +2771,13 @@ Parameters for evaluation 85:
                       3.7142857143e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.1428571429e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      6.0952380952e+00 water integer
+                      5.1428571429e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2803,13 +2803,13 @@ Parameters for evaluation 86:
                       3.7142857143e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.1428571429e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      6.0952380952e+00 water integer
+                      5.1428571429e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2835,13 +2835,13 @@ Parameters for evaluation 87:
                       3.7142857143e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      5.1428571429e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      6.0952380952e+00 water integer
+                      5.1428571429e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2867,13 +2867,13 @@ Parameters for evaluation 88:
                       3.7142857143e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      5.1428571429e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      6.0952380952e+00 water integer
+                      5.1428571429e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2899,13 +2899,13 @@ Parameters for evaluation 89:
                       3.7142857143e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      5.1428571429e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      6.0952380952e+00 water integer
+                      5.1428571429e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2931,13 +2931,13 @@ Parameters for evaluation 90:
                       3.7142857143e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      7.2380952381e+00 fillHoles integer
-                      7.2380952381e+00 recon integer
-                      6.0952380952e+00 water integer
+                      7.2380952381e+00 fillHolesConnectivity integer
+                      7.2380952381e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2963,13 +2963,13 @@ Parameters for evaluation 91:
                       3.7142857143e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      7.2380952381e+00 fillHoles integer
-                      5.1428571429e+00 recon integer
-                      6.0952380952e+00 water integer
+                      7.2380952381e+00 fillHolesConnectivity integer
+                      5.1428571429e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -2995,13 +2995,13 @@ Parameters for evaluation 92:
                       3.7142857143e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      7.2380952381e+00 fillHoles integer
-                      5.1428571429e+00 recon integer
-                      6.0952380952e+00 water integer
+                      7.2380952381e+00 fillHolesConnectivity integer
+                      5.1428571429e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3027,13 +3027,13 @@ Parameters for evaluation 93:
                       3.7142857143e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      7.2380952381e+00 fillHoles integer
-                      5.1428571429e+00 recon integer
-                      6.0952380952e+00 water integer
+                      7.2380952381e+00 fillHolesConnectivity integer
+                      5.1428571429e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3059,13 +3059,13 @@ Parameters for evaluation 94:
                       3.7142857143e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      7.2380952381e+00 fillHoles integer
-                      5.1428571429e+00 recon integer
-                      6.0952380952e+00 water integer
+                      7.2380952381e+00 fillHolesConnectivity integer
+                      5.1428571429e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3091,13 +3091,13 @@ Parameters for evaluation 95:
                       3.7142857143e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      7.2380952381e+00 fillHoles integer
-                      5.1428571429e+00 recon integer
-                      6.0952380952e+00 water integer
+                      7.2380952381e+00 fillHolesConnectivity integer
+                      5.1428571429e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3123,13 +3123,13 @@ Parameters for evaluation 96:
                       3.7142857143e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      7.2380952381e+00 fillHoles integer
-                      5.1428571429e+00 recon integer
-                      6.0952380952e+00 water integer
+                      7.2380952381e+00 fillHolesConnectivity integer
+                      5.1428571429e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3155,13 +3155,13 @@ Parameters for evaluation 97:
                       6.5714285714e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.3333333333e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3187,13 +3187,13 @@ Parameters for evaluation 98:
                       6.5714285714e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.3333333333e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3219,13 +3219,13 @@ Parameters for evaluation 99:
                       6.5714285714e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.3333333333e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3251,13 +3251,13 @@ Parameters for evaluation 100:
                       6.5714285714e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.3333333333e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3283,13 +3283,13 @@ Parameters for evaluation 101:
                       6.5714285714e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.3333333333e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3315,13 +3315,13 @@ Parameters for evaluation 102:
                       6.5714285714e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.3333333333e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3347,13 +3347,13 @@ Parameters for evaluation 103:
                       6.5714285714e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.3333333333e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3379,13 +3379,13 @@ Parameters for evaluation 104:
                       6.5714285714e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.3333333333e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3411,13 +3411,13 @@ Parameters for evaluation 105:
                       2.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.3333333333e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3443,13 +3443,13 @@ Parameters for evaluation 106:
                       2.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.3333333333e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3475,13 +3475,13 @@ Parameters for evaluation 107:
                       2.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.3333333333e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3507,13 +3507,13 @@ Parameters for evaluation 108:
                       2.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.4285714286e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3539,13 +3539,13 @@ Parameters for evaluation 109:
                       2.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      7.4285714286e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3571,13 +3571,13 @@ Parameters for evaluation 110:
                       2.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      7.4285714286e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3603,13 +3603,13 @@ Parameters for evaluation 111:
                       2.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      7.4285714286e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3635,13 +3635,13 @@ Parameters for evaluation 112:
                       2.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      7.4285714286e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3667,13 +3667,13 @@ Parameters for evaluation 113:
                       1.9285714286e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      4.3809523810e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3699,13 +3699,13 @@ Parameters for evaluation 114:
                       1.9285714286e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      4.3809523810e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3731,13 +3731,13 @@ Parameters for evaluation 115:
                       1.9285714286e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      4.3809523810e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3763,13 +3763,13 @@ Parameters for evaluation 116:
                       1.9285714286e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      4.3809523810e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3795,13 +3795,13 @@ Parameters for evaluation 117:
                       1.9285714286e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.5238095238e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      4.3809523810e+00 water integer
+                      5.5238095238e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3827,13 +3827,13 @@ Parameters for evaluation 118:
                       1.9285714286e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.5238095238e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      4.3809523810e+00 water integer
+                      5.5238095238e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3859,13 +3859,13 @@ Parameters for evaluation 119:
                       1.9285714286e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.5238095238e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      4.3809523810e+00 water integer
+                      5.5238095238e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3891,13 +3891,13 @@ Parameters for evaluation 120:
                       1.9285714286e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      5.5238095238e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      4.3809523810e+00 water integer
+                      5.5238095238e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3923,13 +3923,13 @@ Parameters for evaluation 121:
                       1.9285714286e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      5.5238095238e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.4761904762e+00 water integer
+                      5.5238095238e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3955,13 +3955,13 @@ Parameters for evaluation 122:
                       1.9285714286e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      5.5238095238e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.4761904762e+00 water integer
+                      5.5238095238e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -3987,13 +3987,13 @@ Parameters for evaluation 123:
                       1.9285714286e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      5.5238095238e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.4761904762e+00 water integer
+                      5.5238095238e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4019,13 +4019,13 @@ Parameters for evaluation 124:
                       1.9285714286e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      5.5238095238e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.4761904762e+00 water integer
+                      5.5238095238e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4051,13 +4051,13 @@ Parameters for evaluation 125:
                       1.9285714286e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      5.5238095238e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.4761904762e+00 water integer
+                      5.5238095238e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4083,13 +4083,13 @@ Parameters for evaluation 126:
                       1.9285714286e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      5.5238095238e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.4761904762e+00 water integer
+                      5.5238095238e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4115,13 +4115,13 @@ Parameters for evaluation 127:
                       1.9285714286e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      5.5238095238e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.4761904762e+00 water integer
+                      5.5238095238e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4147,13 +4147,13 @@ Parameters for evaluation 128:
                       5.8571428571e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      5.5238095238e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.4761904762e+00 water integer
+                      5.5238095238e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4179,13 +4179,13 @@ Parameters for evaluation 129:
                       8.0000000000e+01 minSizePl integer
                       6.1428571429e+01 minSizeSeg integer
                       1.3857142857e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.8571428571e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4211,13 +4211,13 @@ Parameters for evaluation 130:
                       8.0000000000e+01 minSizePl integer
                       6.1428571429e+01 minSizeSeg integer
                       1.3857142857e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.8571428571e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4243,13 +4243,13 @@ Parameters for evaluation 131:
                       8.0000000000e+01 minSizePl integer
                       6.1428571429e+01 minSizeSeg integer
                       1.3857142857e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.8571428571e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4275,13 +4275,13 @@ Parameters for evaluation 132:
                       8.0000000000e+01 minSizePl integer
                       6.1428571429e+01 minSizeSeg integer
                       1.3857142857e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4307,13 +4307,13 @@ Parameters for evaluation 133:
                       8.0000000000e+01 minSizePl integer
                       6.1428571429e+01 minSizeSeg integer
                       1.3857142857e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4339,13 +4339,13 @@ Parameters for evaluation 134:
                       8.0000000000e+01 minSizePl integer
                       6.1428571429e+01 minSizeSeg integer
                       1.3857142857e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4371,13 +4371,13 @@ Parameters for evaluation 135:
                       8.0000000000e+01 minSizePl integer
                       6.1428571429e+01 minSizeSeg integer
                       1.0714285714e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4403,13 +4403,13 @@ Parameters for evaluation 136:
                       8.0000000000e+01 minSizePl integer
                       6.1428571429e+01 minSizeSeg integer
                       1.0714285714e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4435,13 +4435,13 @@ Parameters for evaluation 137:
                       8.0000000000e+01 minSizePl integer
                       6.1428571429e+01 minSizeSeg integer
                       1.0714285714e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4467,13 +4467,13 @@ Parameters for evaluation 138:
                       4.0714285714e+01 minSizePl integer
                       6.1428571429e+01 minSizeSeg integer
                       1.0714285714e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4499,13 +4499,13 @@ Parameters for evaluation 139:
                       4.0714285714e+01 minSizePl integer
                       6.1428571429e+01 minSizeSeg integer
                       1.0714285714e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4531,13 +4531,13 @@ Parameters for evaluation 140:
                       4.0714285714e+01 minSizePl integer
                       6.1428571429e+01 minSizeSeg integer
                       1.0714285714e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4563,13 +4563,13 @@ Parameters for evaluation 141:
                       4.0714285714e+01 minSizePl integer
                       2.0571428571e+01 minSizeSeg integer
                       1.0714285714e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4595,13 +4595,13 @@ Parameters for evaluation 142:
                       4.0714285714e+01 minSizePl integer
                       2.0571428571e+01 minSizeSeg integer
                       1.0714285714e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4627,13 +4627,13 @@ Parameters for evaluation 143:
                       4.0714285714e+01 minSizePl integer
                       2.0571428571e+01 minSizeSeg integer
                       1.0714285714e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4659,13 +4659,13 @@ Parameters for evaluation 144:
                       4.0714285714e+01 minSizePl integer
                       2.0571428571e+01 minSizeSeg integer
                       1.0714285714e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      4.7619047619e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      4.7619047619e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4691,13 +4691,13 @@ Parameters for evaluation 145:
                       4.4285714286e+01 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4723,13 +4723,13 @@ Parameters for evaluation 146:
                       4.4285714286e+01 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4755,13 +4755,13 @@ Parameters for evaluation 147:
                       4.4285714286e+01 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4787,13 +4787,13 @@ Parameters for evaluation 148:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4819,13 +4819,13 @@ Parameters for evaluation 149:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4851,13 +4851,13 @@ Parameters for evaluation 150:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4883,13 +4883,13 @@ Parameters for evaluation 151:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4915,13 +4915,13 @@ Parameters for evaluation 152:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4947,13 +4947,13 @@ Parameters for evaluation 153:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -4979,13 +4979,13 @@ Parameters for evaluation 154:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5011,13 +5011,13 @@ Parameters for evaluation 155:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5043,13 +5043,13 @@ Parameters for evaluation 156:
                       5.0000000000e+00 minSizePl integer
                       3.5428571429e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5075,13 +5075,13 @@ Parameters for evaluation 157:
                       5.0000000000e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5107,13 +5107,13 @@ Parameters for evaluation 158:
                       5.0000000000e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.6666666667e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5139,13 +5139,13 @@ Parameters for evaluation 159:
                       5.0000000000e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5171,13 +5171,13 @@ Parameters for evaluation 160:
                       5.0000000000e+00 minSizePl integer
                       7.6285714286e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5203,13 +5203,13 @@ Parameters for evaluation 161:
                       7.2857142857e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      4.9523809524e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      4.1904761905e+00 water integer
+                      4.9523809524e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5235,13 +5235,13 @@ Parameters for evaluation 162:
                       7.2857142857e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      4.9523809524e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      4.1904761905e+00 water integer
+                      4.9523809524e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5267,13 +5267,13 @@ Parameters for evaluation 163:
                       7.2857142857e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      4.9523809524e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.2857142857e+00 water integer
+                      4.9523809524e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5299,13 +5299,13 @@ Parameters for evaluation 164:
                       7.2857142857e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      4.9523809524e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.2857142857e+00 water integer
+                      4.9523809524e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5331,13 +5331,13 @@ Parameters for evaluation 165:
                       7.2857142857e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      4.9523809524e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.2857142857e+00 water integer
+                      4.9523809524e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5363,13 +5363,13 @@ Parameters for evaluation 166:
                       7.2857142857e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      4.9523809524e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.2857142857e+00 water integer
+                      4.9523809524e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5395,13 +5395,13 @@ Parameters for evaluation 167:
                       7.2857142857e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      4.9523809524e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.2857142857e+00 water integer
+                      4.9523809524e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5427,13 +5427,13 @@ Parameters for evaluation 168:
                       7.2857142857e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      7.0476190476e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.0476190476e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5459,13 +5459,13 @@ Parameters for evaluation 169:
                       7.2857142857e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      7.0476190476e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.0476190476e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5491,13 +5491,13 @@ Parameters for evaluation 170:
                       7.2857142857e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      7.0476190476e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.0476190476e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5523,13 +5523,13 @@ Parameters for evaluation 171:
                       3.3571428571e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      7.0476190476e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.0476190476e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5555,13 +5555,13 @@ Parameters for evaluation 172:
                       3.3571428571e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      7.0476190476e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.0476190476e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5587,13 +5587,13 @@ Parameters for evaluation 173:
                       3.3571428571e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      7.0476190476e+00 fillHoles integer
-                      4.9523809524e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.0476190476e+00 fillHolesConnectivity integer
+                      4.9523809524e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5619,13 +5619,13 @@ Parameters for evaluation 174:
                       3.3571428571e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      7.0476190476e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.0476190476e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5651,13 +5651,13 @@ Parameters for evaluation 175:
                       3.3571428571e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      7.0476190476e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.0476190476e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5683,13 +5683,13 @@ Parameters for evaluation 176:
                       3.3571428571e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      7.0476190476e+00 fillHoles integer
-                      7.0476190476e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.0476190476e+00 fillHolesConnectivity integer
+                      7.0476190476e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5715,13 +5715,13 @@ Parameters for evaluation 177:
                       5.0000000000e+00 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5747,13 +5747,13 @@ Parameters for evaluation 178:
                       5.0000000000e+00 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5779,13 +5779,13 @@ Parameters for evaluation 179:
                       5.0000000000e+00 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5811,13 +5811,13 @@ Parameters for evaluation 180:
                       5.0000000000e+00 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5843,13 +5843,13 @@ Parameters for evaluation 181:
                       5.0000000000e+00 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5875,13 +5875,13 @@ Parameters for evaluation 182:
                       5.0000000000e+00 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5907,13 +5907,13 @@ Parameters for evaluation 183:
                       5.0000000000e+00 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5939,13 +5939,13 @@ Parameters for evaluation 184:
                       5.0000000000e+00 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -5971,13 +5971,13 @@ Parameters for evaluation 185:
                       5.0000000000e+00 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      4.5714285714e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6003,13 +6003,13 @@ Parameters for evaluation 186:
                       5.0000000000e+00 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      4.5714285714e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6035,13 +6035,13 @@ Parameters for evaluation 187:
                       5.0000000000e+00 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      4.5714285714e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6067,13 +6067,13 @@ Parameters for evaluation 188:
                       5.0000000000e+00 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      4.5714285714e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6099,13 +6099,13 @@ Parameters for evaluation 189:
                       5.0000000000e+00 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      4.5714285714e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6131,13 +6131,13 @@ Parameters for evaluation 190:
                       4.4285714286e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      4.5714285714e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6163,13 +6163,13 @@ Parameters for evaluation 191:
                       4.4285714286e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      6.6666666667e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6195,13 +6195,13 @@ Parameters for evaluation 192:
                       4.4285714286e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      6.6666666667e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6227,13 +6227,13 @@ Parameters for evaluation 193:
                       8.0000000000e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6259,13 +6259,13 @@ Parameters for evaluation 194:
                       8.0000000000e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6291,13 +6291,13 @@ Parameters for evaluation 195:
                       8.0000000000e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6323,13 +6323,13 @@ Parameters for evaluation 196:
                       8.0000000000e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6355,13 +6355,13 @@ Parameters for evaluation 197:
                       8.0000000000e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6387,13 +6387,13 @@ Parameters for evaluation 198:
                       8.0000000000e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6419,13 +6419,13 @@ Parameters for evaluation 199:
                       8.0000000000e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6451,13 +6451,13 @@ Parameters for evaluation 200:
                       8.0000000000e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6483,13 +6483,13 @@ Parameters for evaluation 201:
                       8.0000000000e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6515,13 +6515,13 @@ Parameters for evaluation 202:
                       8.0000000000e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6547,13 +6547,13 @@ Parameters for evaluation 203:
                       8.0000000000e+01 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6579,13 +6579,13 @@ Parameters for evaluation 204:
                       8.0000000000e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6611,13 +6611,13 @@ Parameters for evaluation 205:
                       8.0000000000e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6643,13 +6643,13 @@ Parameters for evaluation 206:
                       8.0000000000e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6675,13 +6675,13 @@ Parameters for evaluation 207:
                       4.0714285714e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6707,13 +6707,13 @@ Parameters for evaluation 208:
                       4.0714285714e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6739,13 +6739,13 @@ Parameters for evaluation 209:
                       4.4285714286e+01 minSizePl integer
                       2.8000000000e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      6.2857142857e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.3809523810e+00 water integer
+                      6.2857142857e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6771,13 +6771,13 @@ Parameters for evaluation 210:
                       4.4285714286e+01 minSizePl integer
                       2.8000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      6.2857142857e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.3809523810e+00 water integer
+                      6.2857142857e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6803,13 +6803,13 @@ Parameters for evaluation 211:
                       5.0000000000e+00 minSizePl integer
                       2.8000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      6.2857142857e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.3809523810e+00 water integer
+                      6.2857142857e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6835,13 +6835,13 @@ Parameters for evaluation 212:
                       5.0000000000e+00 minSizePl integer
                       2.8000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.3809523810e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6867,13 +6867,13 @@ Parameters for evaluation 213:
                       5.0000000000e+00 minSizePl integer
                       2.8000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.3809523810e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6899,13 +6899,13 @@ Parameters for evaluation 214:
                       5.0000000000e+00 minSizePl integer
                       2.8000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.3809523810e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6931,13 +6931,13 @@ Parameters for evaluation 215:
                       5.0000000000e+00 minSizePl integer
                       2.8000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.3809523810e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6963,13 +6963,13 @@ Parameters for evaluation 216:
                       5.0000000000e+00 minSizePl integer
                       6.8857142857e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.3809523810e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -6995,13 +6995,13 @@ Parameters for evaluation 217:
                       5.0000000000e+00 minSizePl integer
                       6.8857142857e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.3809523810e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7027,13 +7027,13 @@ Parameters for evaluation 218:
                       5.0000000000e+00 minSizePl integer
                       6.8857142857e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.3809523810e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7059,13 +7059,13 @@ Parameters for evaluation 219:
                       5.0000000000e+00 minSizePl integer
                       6.8857142857e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.3809523810e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7091,13 +7091,13 @@ Parameters for evaluation 220:
                       5.0000000000e+00 minSizePl integer
                       6.8857142857e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.3809523810e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7123,13 +7123,13 @@ Parameters for evaluation 221:
                       5.0000000000e+00 minSizePl integer
                       6.8857142857e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      6.4761904762e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7155,13 +7155,13 @@ Parameters for evaluation 222:
                       5.0000000000e+00 minSizePl integer
                       6.8857142857e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      6.4761904762e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7187,13 +7187,13 @@ Parameters for evaluation 223:
                       5.0000000000e+00 minSizePl integer
                       6.8857142857e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      6.4761904762e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7219,13 +7219,13 @@ Parameters for evaluation 224:
                       5.0000000000e+00 minSizePl integer
                       6.8857142857e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      6.4761904762e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7251,13 +7251,13 @@ Parameters for evaluation 225:
                       7.6428571429e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.2428571429e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      5.7142857143e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7283,13 +7283,13 @@ Parameters for evaluation 226:
                       7.6428571429e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.2428571429e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7315,13 +7315,13 @@ Parameters for evaluation 227:
                       7.6428571429e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7347,13 +7347,13 @@ Parameters for evaluation 228:
                       7.6428571429e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7379,13 +7379,13 @@ Parameters for evaluation 229:
                       7.6428571429e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7411,13 +7411,13 @@ Parameters for evaluation 230:
                       7.6428571429e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7443,13 +7443,13 @@ Parameters for evaluation 231:
                       7.6428571429e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7475,13 +7475,13 @@ Parameters for evaluation 232:
                       7.6428571429e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7507,13 +7507,13 @@ Parameters for evaluation 233:
                       7.6428571429e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7539,13 +7539,13 @@ Parameters for evaluation 234:
                       7.6428571429e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7571,13 +7571,13 @@ Parameters for evaluation 235:
                       7.6428571429e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7603,13 +7603,13 @@ Parameters for evaluation 236:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7635,13 +7635,13 @@ Parameters for evaluation 237:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7667,13 +7667,13 @@ Parameters for evaluation 238:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7699,13 +7699,13 @@ Parameters for evaluation 239:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7731,13 +7731,13 @@ Parameters for evaluation 240:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.2857142857e+02 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7763,13 +7763,13 @@ Parameters for evaluation 241:
                       5.5000000000e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7795,13 +7795,13 @@ Parameters for evaluation 242:
                       5.5000000000e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7827,13 +7827,13 @@ Parameters for evaluation 243:
                       5.5000000000e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7859,13 +7859,13 @@ Parameters for evaluation 244:
                       5.5000000000e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7891,13 +7891,13 @@ Parameters for evaluation 245:
                       1.5714285714e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7923,13 +7923,13 @@ Parameters for evaluation 246:
                       1.5714285714e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7955,13 +7955,13 @@ Parameters for evaluation 247:
                       1.5714285714e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      4.1904761905e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      4.1904761905e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -7987,13 +7987,13 @@ Parameters for evaluation 248:
                       1.5714285714e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8019,13 +8019,13 @@ Parameters for evaluation 249:
                       1.5714285714e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8051,13 +8051,13 @@ Parameters for evaluation 250:
                       1.5714285714e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8083,13 +8083,13 @@ Parameters for evaluation 251:
                       1.5714285714e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8115,13 +8115,13 @@ Parameters for evaluation 252:
                       1.5714285714e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      5.7142857143e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8147,13 +8147,13 @@ Parameters for evaluation 253:
                       1.5714285714e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      5.7142857143e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8179,13 +8179,13 @@ Parameters for evaluation 254:
                       1.5714285714e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      5.7142857143e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8211,13 +8211,13 @@ Parameters for evaluation 255:
                       1.5714285714e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      5.7142857143e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8243,13 +8243,13 @@ Parameters for evaluation 256:
                       1.5714285714e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      6.2857142857e+00 recon integer
-                      5.7142857143e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      6.2857142857e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8275,13 +8275,13 @@ Parameters for evaluation 257:
                       7.6428571429e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.3000000000e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8307,13 +8307,13 @@ Parameters for evaluation 258:
                       7.6428571429e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.3000000000e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8339,13 +8339,13 @@ Parameters for evaluation 259:
                       7.6428571429e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8371,13 +8371,13 @@ Parameters for evaluation 260:
                       7.6428571429e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8403,13 +8403,13 @@ Parameters for evaluation 261:
                       7.6428571429e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8435,13 +8435,13 @@ Parameters for evaluation 262:
                       7.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8467,13 +8467,13 @@ Parameters for evaluation 263:
                       7.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8499,13 +8499,13 @@ Parameters for evaluation 264:
                       7.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8531,13 +8531,13 @@ Parameters for evaluation 265:
                       7.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8563,13 +8563,13 @@ Parameters for evaluation 266:
                       7.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8595,13 +8595,13 @@ Parameters for evaluation 267:
                       7.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8627,13 +8627,13 @@ Parameters for evaluation 268:
                       7.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8659,13 +8659,13 @@ Parameters for evaluation 269:
                       7.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.5714285714e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.5714285714e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8691,13 +8691,13 @@ Parameters for evaluation 270:
                       7.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      6.6666666667e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8723,13 +8723,13 @@ Parameters for evaluation 271:
                       7.6428571429e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      6.6666666667e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8755,13 +8755,13 @@ Parameters for evaluation 272:
                       3.7142857143e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       9.8571428571e+02 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      6.6666666667e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      6.6666666667e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8787,13 +8787,13 @@ Parameters for evaluation 273:
                       8.5714285714e+00 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      7.6190476190e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8819,13 +8819,13 @@ Parameters for evaluation 274:
                       8.5714285714e+00 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.6190476190e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8851,13 +8851,13 @@ Parameters for evaluation 275:
                       8.5714285714e+00 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.6190476190e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8883,13 +8883,13 @@ Parameters for evaluation 276:
                       8.5714285714e+00 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.6190476190e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8915,13 +8915,13 @@ Parameters for evaluation 277:
                       8.5714285714e+00 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.6190476190e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8947,13 +8947,13 @@ Parameters for evaluation 278:
                       8.5714285714e+00 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.0142857143e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.6190476190e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -8979,13 +8979,13 @@ Parameters for evaluation 279:
                       8.5714285714e+00 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.6190476190e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9011,13 +9011,13 @@ Parameters for evaluation 280:
                       8.5714285714e+00 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.6190476190e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9043,13 +9043,13 @@ Parameters for evaluation 281:
                       8.5714285714e+00 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.6190476190e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9075,13 +9075,13 @@ Parameters for evaluation 282:
                       8.5714285714e+00 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.6190476190e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9107,13 +9107,13 @@ Parameters for evaluation 283:
                       4.7857142857e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.6190476190e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9139,13 +9139,13 @@ Parameters for evaluation 284:
                       4.7857142857e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.6190476190e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9171,13 +9171,13 @@ Parameters for evaluation 285:
                       4.7857142857e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.5238095238e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9203,13 +9203,13 @@ Parameters for evaluation 286:
                       4.7857142857e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.5238095238e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9235,13 +9235,13 @@ Parameters for evaluation 287:
                       4.7857142857e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.5238095238e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9267,13 +9267,13 @@ Parameters for evaluation 288:
                       4.7857142857e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       1.3285714286e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.5238095238e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9299,13 +9299,13 @@ Parameters for evaluation 289:
                       8.0000000000e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.1000000000e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9331,13 +9331,13 @@ Parameters for evaluation 290:
                       8.0000000000e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9363,13 +9363,13 @@ Parameters for evaluation 291:
                       8.0000000000e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9395,13 +9395,13 @@ Parameters for evaluation 292:
                       8.0000000000e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9427,13 +9427,13 @@ Parameters for evaluation 293:
                       8.0000000000e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9459,13 +9459,13 @@ Parameters for evaluation 294:
                       8.0000000000e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9491,13 +9491,13 @@ Parameters for evaluation 295:
                       8.0000000000e+01 minSizePl integer
                       8.0000000000e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9523,13 +9523,13 @@ Parameters for evaluation 296:
                       8.0000000000e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9555,13 +9555,13 @@ Parameters for evaluation 297:
                       8.0000000000e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9587,13 +9587,13 @@ Parameters for evaluation 298:
                       4.0714285714e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9619,13 +9619,13 @@ Parameters for evaluation 299:
                       4.0714285714e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9651,13 +9651,13 @@ Parameters for evaluation 300:
                       4.0714285714e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      6.2857142857e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9683,13 +9683,13 @@ Parameters for evaluation 301:
                       4.0714285714e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      4.1904761905e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9715,13 +9715,13 @@ Parameters for evaluation 302:
                       4.0714285714e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      4.1904761905e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9747,13 +9747,13 @@ Parameters for evaluation 303:
                       4.0714285714e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      4.1904761905e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9779,13 +9779,13 @@ Parameters for evaluation 304:
                       4.0714285714e+01 minSizePl integer
                       3.9142857143e+01 minSizeSeg integer
                       1.4142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      4.1904761905e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9811,13 +9811,13 @@ Parameters for evaluation 305:
                       5.0000000000e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9843,13 +9843,13 @@ Parameters for evaluation 306:
                       5.0000000000e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9875,13 +9875,13 @@ Parameters for evaluation 307:
                       5.0000000000e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      5.9047619048e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      7.8095238095e+00 water integer
+                      5.9047619048e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9907,13 +9907,13 @@ Parameters for evaluation 308:
                       5.0000000000e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      7.8095238095e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9939,13 +9939,13 @@ Parameters for evaluation 309:
                       5.0000000000e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      7.8095238095e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -9971,13 +9971,13 @@ Parameters for evaluation 310:
                       5.0000000000e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      7.8095238095e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10003,13 +10003,13 @@ Parameters for evaluation 311:
                       5.0000000000e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      7.8095238095e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10035,13 +10035,13 @@ Parameters for evaluation 312:
                       5.0000000000e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      7.8095238095e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10067,13 +10067,13 @@ Parameters for evaluation 313:
                       5.0000000000e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      7.8095238095e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10099,13 +10099,13 @@ Parameters for evaluation 314:
                       5.0000000000e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      7.8095238095e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10131,13 +10131,13 @@ Parameters for evaluation 315:
                       5.0000000000e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      5.7142857143e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10163,13 +10163,13 @@ Parameters for evaluation 316:
                       5.0000000000e+00 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      5.7142857143e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10195,13 +10195,13 @@ Parameters for evaluation 317:
                       5.0000000000e+00 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      5.7142857143e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10227,13 +10227,13 @@ Parameters for evaluation 318:
                       5.0000000000e+00 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      5.7142857143e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10259,13 +10259,13 @@ Parameters for evaluation 319:
                       5.0000000000e+00 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      5.7142857143e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10291,13 +10291,13 @@ Parameters for evaluation 320:
                       4.4285714286e+01 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      8.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      5.7142857143e+00 water integer
+                      8.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10323,13 +10323,13 @@ Parameters for evaluation 321:
                       4.0714285714e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      6.6666666667e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.0952380952e+00 water integer
+                      6.6666666667e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10355,13 +10355,13 @@ Parameters for evaluation 322:
                       4.0714285714e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.0952380952e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10387,13 +10387,13 @@ Parameters for evaluation 323:
                       4.0714285714e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.0952380952e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10419,13 +10419,13 @@ Parameters for evaluation 324:
                       4.0714285714e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.0952380952e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10451,13 +10451,13 @@ Parameters for evaluation 325:
                       8.0000000000e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.0952380952e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10483,13 +10483,13 @@ Parameters for evaluation 326:
                       8.0000000000e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.0952380952e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10515,13 +10515,13 @@ Parameters for evaluation 327:
                       8.0000000000e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.0952380952e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10547,13 +10547,13 @@ Parameters for evaluation 328:
                       8.0000000000e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      6.0952380952e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      6.0952380952e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10579,13 +10579,13 @@ Parameters for evaluation 329:
                       8.0000000000e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      4.0000000000e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      4.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10611,13 +10611,13 @@ Parameters for evaluation 330:
                       8.0000000000e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      4.0000000000e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      4.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10643,13 +10643,13 @@ Parameters for evaluation 331:
                       8.0000000000e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      4.0000000000e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      4.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10675,13 +10675,13 @@ Parameters for evaluation 332:
                       8.0000000000e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      4.0000000000e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      4.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10707,13 +10707,13 @@ Parameters for evaluation 333:
                       8.0000000000e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      4.0000000000e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      4.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10739,13 +10739,13 @@ Parameters for evaluation 334:
                       8.0000000000e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      4.0000000000e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      4.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10771,13 +10771,13 @@ Parameters for evaluation 335:
                       8.0000000000e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      4.0000000000e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      4.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10803,13 +10803,13 @@ Parameters for evaluation 336:
                       8.0000000000e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      4.5714285714e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      4.0000000000e+00 water integer
+                      4.5714285714e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      4.0000000000e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10835,13 +10835,13 @@ Parameters for evaluation 337:
                       8.5714285714e+00 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.4714285714e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10867,13 +10867,13 @@ Parameters for evaluation 338:
                       8.5714285714e+00 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.4714285714e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10899,13 +10899,13 @@ Parameters for evaluation 339:
                       8.5714285714e+00 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.4714285714e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10931,13 +10931,13 @@ Parameters for evaluation 340:
                       8.5714285714e+00 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.1571428571e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10963,13 +10963,13 @@ Parameters for evaluation 341:
                       8.5714285714e+00 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.1571428571e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -10995,13 +10995,13 @@ Parameters for evaluation 342:
                       8.5714285714e+00 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.1571428571e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11027,13 +11027,13 @@ Parameters for evaluation 343:
                       8.5714285714e+00 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.1571428571e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11059,13 +11059,13 @@ Parameters for evaluation 344:
                       8.5714285714e+00 minSizePl integer
                       4.6571428571e+01 minSizeSeg integer
                       1.1571428571e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11091,13 +11091,13 @@ Parameters for evaluation 345:
                       8.5714285714e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1571428571e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11123,13 +11123,13 @@ Parameters for evaluation 346:
                       8.5714285714e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1571428571e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11155,13 +11155,13 @@ Parameters for evaluation 347:
                       8.5714285714e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1571428571e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      8.0000000000e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      8.0000000000e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11187,13 +11187,13 @@ Parameters for evaluation 348:
                       8.5714285714e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1571428571e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11219,13 +11219,13 @@ Parameters for evaluation 349:
                       8.5714285714e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1571428571e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11251,13 +11251,13 @@ Parameters for evaluation 350:
                       8.5714285714e+00 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1571428571e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11283,13 +11283,13 @@ Parameters for evaluation 351:
                       4.7857142857e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1571428571e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11315,13 +11315,13 @@ Parameters for evaluation 352:
                       4.7857142857e+01 minSizePl integer
                       5.7142857143e+00 minSizeSeg integer
                       1.1571428571e+03 maxSizeSeg integer
-                      4.0000000000e+00 fillHoles integer
-                      5.9047619048e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.0000000000e+00 fillHolesConnectivity integer
+                      5.9047619048e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11347,13 +11347,13 @@ Parameters for evaluation 353:
                       3.0000000000e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      5.3333333333e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.3333333333e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11379,13 +11379,13 @@ Parameters for evaluation 354:
                       3.0000000000e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      5.3333333333e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.3333333333e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11411,13 +11411,13 @@ Parameters for evaluation 355:
                       3.0000000000e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      5.3333333333e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.3333333333e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11443,13 +11443,13 @@ Parameters for evaluation 356:
                       3.0000000000e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      5.3333333333e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.3333333333e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11475,13 +11475,13 @@ Parameters for evaluation 357:
                       3.0000000000e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      5.3333333333e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.3333333333e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11507,13 +11507,13 @@ Parameters for evaluation 358:
                       3.0000000000e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      5.3333333333e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.3333333333e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11539,13 +11539,13 @@ Parameters for evaluation 359:
                       3.0000000000e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      5.3333333333e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      6.2857142857e+00 water integer
+                      5.3333333333e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11571,13 +11571,13 @@ Parameters for evaluation 360:
                       3.0000000000e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11603,13 +11603,13 @@ Parameters for evaluation 361:
                       3.0000000000e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      6.2857142857e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      6.2857142857e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11635,13 +11635,13 @@ Parameters for evaluation 362:
                       3.0000000000e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11667,13 +11667,13 @@ Parameters for evaluation 363:
                       3.0000000000e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11699,13 +11699,13 @@ Parameters for evaluation 364:
                       3.0000000000e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11731,13 +11731,13 @@ Parameters for evaluation 365:
                       3.0000000000e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11763,13 +11763,13 @@ Parameters for evaluation 366:
                       3.0000000000e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11795,13 +11795,13 @@ Parameters for evaluation 367:
                       3.0000000000e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11827,13 +11827,13 @@ Parameters for evaluation 368:
                       6.9285714286e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      7.4285714286e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      4.1904761905e+00 water integer
+                      7.4285714286e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      4.1904761905e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11859,13 +11859,13 @@ Parameters for evaluation 369:
                       4.7857142857e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.4285714286e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.4285714286e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11891,13 +11891,13 @@ Parameters for evaluation 370:
                       4.7857142857e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.4285714286e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.4285714286e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11923,13 +11923,13 @@ Parameters for evaluation 371:
                       4.7857142857e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.4285714286e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.4285714286e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11955,13 +11955,13 @@ Parameters for evaluation 372:
                       4.7857142857e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.4285714286e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.4285714286e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -11987,13 +11987,13 @@ Parameters for evaluation 373:
                       4.7857142857e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.4285714286e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.4285714286e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12019,13 +12019,13 @@ Parameters for evaluation 374:
                       4.7857142857e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.4285714286e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.4285714286e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12051,13 +12051,13 @@ Parameters for evaluation 375:
                       4.7857142857e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.4285714286e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.4285714286e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12083,13 +12083,13 @@ Parameters for evaluation 376:
                       4.7857142857e+01 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.4285714286e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.4285714286e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12115,13 +12115,13 @@ Parameters for evaluation 377:
                       8.5714285714e+00 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.4285714286e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.4285714286e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12147,13 +12147,13 @@ Parameters for evaluation 378:
                       8.5714285714e+00 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.4285714286e+00 recon integer
-                      7.8095238095e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.4285714286e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12179,13 +12179,13 @@ Parameters for evaluation 379:
                       8.5714285714e+00 minSizePl integer
                       4.2857142857e+01 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      6.4761904762e+00 fillHoles integer
-                      7.4285714286e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.4761904762e+00 fillHolesConnectivity integer
+                      7.4285714286e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12211,13 +12211,13 @@ Parameters for evaluation 380:
                       8.5714285714e+00 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      6.4761904762e+00 fillHoles integer
-                      7.4285714286e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.4761904762e+00 fillHolesConnectivity integer
+                      7.4285714286e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12243,13 +12243,13 @@ Parameters for evaluation 381:
                       8.5714285714e+00 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       9.5714285714e+02 maxSizeSeg integer
-                      6.4761904762e+00 fillHoles integer
-                      5.3333333333e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.4761904762e+00 fillHolesConnectivity integer
+                      5.3333333333e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12275,13 +12275,13 @@ Parameters for evaluation 382:
                       8.5714285714e+00 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.2714285714e+03 maxSizeSeg integer
-                      6.4761904762e+00 fillHoles integer
-                      5.3333333333e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.4761904762e+00 fillHolesConnectivity integer
+                      5.3333333333e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12307,13 +12307,13 @@ Parameters for evaluation 383:
                       8.5714285714e+00 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.2714285714e+03 maxSizeSeg integer
-                      6.4761904762e+00 fillHoles integer
-                      5.3333333333e+00 recon integer
-                      7.8095238095e+00 water integer
+                      6.4761904762e+00 fillHolesConnectivity integer
+                      5.3333333333e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12339,13 +12339,13 @@ Parameters for evaluation 384:
                       8.5714285714e+00 minSizePl integer
                       2.0000000000e+00 minSizeSeg integer
                       1.2714285714e+03 maxSizeSeg integer
-                      6.4761904762e+00 fillHoles integer
-                      5.3333333333e+00 recon integer
-                      5.7142857143e+00 water integer
+                      6.4761904762e+00 fillHolesConnectivity integer
+                      5.3333333333e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12371,13 +12371,13 @@ Parameters for evaluation 385:
                       4.4285714286e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12403,13 +12403,13 @@ Parameters for evaluation 386:
                       4.4285714286e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12435,13 +12435,13 @@ Parameters for evaluation 387:
                       4.4285714286e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12467,13 +12467,13 @@ Parameters for evaluation 388:
                       4.4285714286e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12499,13 +12499,13 @@ Parameters for evaluation 389:
                       5.0000000000e+00 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12531,13 +12531,13 @@ Parameters for evaluation 390:
                       5.0000000000e+00 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.4428571429e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12563,13 +12563,13 @@ Parameters for evaluation 391:
                       5.0000000000e+00 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      6.0952380952e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      6.0952380952e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12595,13 +12595,13 @@ Parameters for evaluation 392:
                       5.0000000000e+00 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12627,13 +12627,13 @@ Parameters for evaluation 393:
                       5.0000000000e+00 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12659,13 +12659,13 @@ Parameters for evaluation 394:
                       5.0000000000e+00 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12691,13 +12691,13 @@ Parameters for evaluation 395:
                       5.0000000000e+00 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12723,13 +12723,13 @@ Parameters for evaluation 396:
                       5.0000000000e+00 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12755,13 +12755,13 @@ Parameters for evaluation 397:
                       5.0000000000e+00 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12787,13 +12787,13 @@ Parameters for evaluation 398:
                       5.0000000000e+00 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      5.5238095238e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      5.5238095238e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12819,13 +12819,13 @@ Parameters for evaluation 399:
                       5.0000000000e+00 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      7.6190476190e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.6190476190e+00 water integer
+                      7.6190476190e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12851,13 +12851,13 @@ Parameters for evaluation 400:
                       5.0000000000e+00 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       1.1285714286e+03 maxSizeSeg integer
-                      5.5238095238e+00 fillHoles integer
-                      4.0000000000e+00 recon integer
-                      7.6190476190e+00 water integer
+                      5.5238095238e+00 fillHolesConnectivity integer
+                      4.0000000000e+00 reconConnectivity integer
+                      7.6190476190e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12883,13 +12883,13 @@ Parameters for evaluation 401:
                       8.0000000000e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      5.3333333333e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12915,13 +12915,13 @@ Parameters for evaluation 402:
                       8.0000000000e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      5.3333333333e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12947,13 +12947,13 @@ Parameters for evaluation 403:
                       8.0000000000e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      5.3333333333e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      5.3333333333e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -12979,13 +12979,13 @@ Parameters for evaluation 404:
                       8.0000000000e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      7.4285714286e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13011,13 +13011,13 @@ Parameters for evaluation 405:
                       8.0000000000e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      7.4285714286e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13043,13 +13043,13 @@ Parameters for evaluation 406:
                       8.0000000000e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      7.4285714286e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13075,13 +13075,13 @@ Parameters for evaluation 407:
                       8.0000000000e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      7.4285714286e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13107,13 +13107,13 @@ Parameters for evaluation 408:
                       8.0000000000e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      7.4285714286e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13139,13 +13139,13 @@ Parameters for evaluation 409:
                       8.0000000000e+01 minSizePl integer
                       5.0285714286e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      7.4285714286e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13171,13 +13171,13 @@ Parameters for evaluation 410:
                       8.0000000000e+01 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      7.4285714286e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13203,13 +13203,13 @@ Parameters for evaluation 411:
                       8.0000000000e+01 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      7.4285714286e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13235,13 +13235,13 @@ Parameters for evaluation 412:
                       8.0000000000e+01 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      7.4285714286e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13267,13 +13267,13 @@ Parameters for evaluation 413:
                       4.0714285714e+01 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      7.4285714286e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13299,13 +13299,13 @@ Parameters for evaluation 414:
                       4.0714285714e+01 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      7.6190476190e+00 recon integer
-                      7.4285714286e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      7.6190476190e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13331,13 +13331,13 @@ Parameters for evaluation 415:
                       4.0714285714e+01 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      4.3809523810e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      7.4285714286e+00 water integer
+                      4.3809523810e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13363,13 +13363,13 @@ Parameters for evaluation 416:
                       4.0714285714e+01 minSizePl integer
                       9.4285714286e+00 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      6.4761904762e+00 fillHoles integer
-                      5.5238095238e+00 recon integer
-                      7.4285714286e+00 water integer
+                      6.4761904762e+00 fillHolesConnectivity integer
+                      5.5238095238e+00 reconConnectivity integer
+                      7.4285714286e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13395,13 +13395,13 @@ Parameters for evaluation 417:
                       5.0000000000e+00 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.8095238095e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13427,13 +13427,13 @@ Parameters for evaluation 418:
                       5.0000000000e+00 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.8095238095e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13459,13 +13459,13 @@ Parameters for evaluation 419:
                       5.0000000000e+00 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      7.8095238095e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      7.8095238095e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13491,13 +13491,13 @@ Parameters for evaluation 420:
                       5.0000000000e+00 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.7142857143e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13523,13 +13523,13 @@ Parameters for evaluation 421:
                       5.0000000000e+00 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.7142857143e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13555,13 +13555,13 @@ Parameters for evaluation 422:
                       5.0000000000e+00 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.7142857143e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13587,13 +13587,13 @@ Parameters for evaluation 423:
                       4.4285714286e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.7142857143e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13619,13 +13619,13 @@ Parameters for evaluation 424:
                       4.4285714286e+01 minSizePl integer
                       5.4000000000e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.7142857143e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13651,13 +13651,13 @@ Parameters for evaluation 425:
                       4.4285714286e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.7142857143e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13683,13 +13683,13 @@ Parameters for evaluation 426:
                       4.4285714286e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.7142857143e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13715,13 +13715,13 @@ Parameters for evaluation 427:
                       4.4285714286e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      7.8095238095e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.7142857143e+00 water integer
+                      7.8095238095e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13747,13 +13747,13 @@ Parameters for evaluation 428:
                       4.4285714286e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13779,13 +13779,13 @@ Parameters for evaluation 429:
                       4.4285714286e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13811,13 +13811,13 @@ Parameters for evaluation 430:
                       4.4285714286e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13843,13 +13843,13 @@ Parameters for evaluation 431:
                       4.4285714286e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13875,13 +13875,13 @@ Parameters for evaluation 432:
                       4.4285714286e+01 minSizePl integer
                       1.3142857143e+01 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      5.7142857143e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      5.7142857143e+00 water integer
+                      5.7142857143e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      5.7142857143e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13907,13 +13907,13 @@ Parameters for evaluation 433:
                       7.6428571429e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13939,13 +13939,13 @@ Parameters for evaluation 434:
                       7.6428571429e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -13971,13 +13971,13 @@ Parameters for evaluation 435:
                       3.7142857143e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      4.3809523810e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      4.3809523810e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14003,13 +14003,13 @@ Parameters for evaluation 436:
                       3.7142857143e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14035,13 +14035,13 @@ Parameters for evaluation 437:
                       3.7142857143e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14067,13 +14067,13 @@ Parameters for evaluation 438:
                       3.7142857143e+01 minSizePl integer
                       7.2571428571e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14099,13 +14099,13 @@ Parameters for evaluation 439:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14131,13 +14131,13 @@ Parameters for evaluation 440:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14163,13 +14163,13 @@ Parameters for evaluation 441:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      4.1904761905e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      6.8571428571e+00 water integer
+                      4.1904761905e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14195,13 +14195,13 @@ Parameters for evaluation 442:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      6.2857142857e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      6.8571428571e+00 water integer
+                      6.2857142857e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14227,13 +14227,13 @@ Parameters for evaluation 443:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      6.2857142857e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      6.8571428571e+00 water integer
+                      6.2857142857e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14259,13 +14259,13 @@ Parameters for evaluation 444:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      6.2857142857e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      6.8571428571e+00 water integer
+                      6.2857142857e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14291,13 +14291,13 @@ Parameters for evaluation 445:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      6.2857142857e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      6.8571428571e+00 water integer
+                      6.2857142857e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      6.8571428571e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14323,13 +14323,13 @@ Parameters for evaluation 446:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      6.2857142857e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.7619047619e+00 water integer
+                      6.2857142857e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.7619047619e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14355,13 +14355,13 @@ Parameters for evaluation 447:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       9.0000000000e+02 maxSizeSeg integer
-                      6.2857142857e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.7619047619e+00 water integer
+                      6.2857142857e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.7619047619e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14387,13 +14387,13 @@ Parameters for evaluation 448:
                       3.7142857143e+01 minSizePl integer
                       3.1714285714e+01 minSizeSeg integer
                       1.2142857143e+03 maxSizeSeg integer
-                      6.2857142857e+00 fillHoles integer
-                      6.4761904762e+00 recon integer
-                      4.7619047619e+00 water integer
+                      6.2857142857e+00 fillHolesConnectivity integer
+                      6.4761904762e+00 reconConnectivity integer
+                      4.7619047619e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14419,13 +14419,13 @@ Parameters for evaluation 449:
                       6.5714285714e+01 minSizePl integer
                       2.4285714286e+01 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.3809523810e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14451,13 +14451,13 @@ Parameters for evaluation 450:
                       6.5714285714e+01 minSizePl integer
                       2.4285714286e+01 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.3809523810e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14483,13 +14483,13 @@ Parameters for evaluation 451:
                       6.5714285714e+01 minSizePl integer
                       2.4285714286e+01 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      7.8095238095e+00 recon integer
-                      4.3809523810e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      7.8095238095e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14515,13 +14515,13 @@ Parameters for evaluation 452:
                       6.5714285714e+01 minSizePl integer
                       2.4285714286e+01 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      4.3809523810e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14547,13 +14547,13 @@ Parameters for evaluation 453:
                       6.5714285714e+01 minSizePl integer
                       6.5142857143e+01 minSizeSeg integer
                       1.1857142857e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      4.3809523810e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14579,13 +14579,13 @@ Parameters for evaluation 454:
                       6.5714285714e+01 minSizePl integer
                       6.5142857143e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      4.3809523810e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14611,13 +14611,13 @@ Parameters for evaluation 455:
                       6.5714285714e+01 minSizePl integer
                       6.5142857143e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      4.3809523810e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14643,13 +14643,13 @@ Parameters for evaluation 456:
                       6.5714285714e+01 minSizePl integer
                       6.5142857143e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      4.3809523810e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      4.3809523810e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14675,13 +14675,13 @@ Parameters for evaluation 457:
                       6.5714285714e+01 minSizePl integer
                       6.5142857143e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      6.4761904762e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out
 
@@ -14707,12 +14707,12 @@ Parameters for evaluation 458:
                       6.5714285714e+01 minSizePl integer
                       6.5142857143e+01 minSizeSeg integer
                       1.5000000000e+03 maxSizeSeg integer
-                      6.0952380952e+00 fillHoles integer
-                      5.7142857143e+00 recon integer
-                      6.4761904762e+00 water integer
+                      6.0952380952e+00 fillHolesConnectivity integer
+                      5.7142857143e+00 reconConnectivity integer
+                      6.4761904762e+00 watershedConnectivity integer
                       [0.26235,0.0514831,0.0114217] target_std floatarray
                       [-0.632356,-0.0516004,0.0376543] target_mean floatarray
-                      /home/willian/Desktop/images15/image3.tiff input_img string
-                      /home/willian/Desktop/images15/image3.mask.png input_ref_img string
+                      /home/will/Desktop/images15/image3.tiff input_img rt
+                      /home/will/Desktop/images15/image3.mask.png input_ref_img rt
 
 blocking fork: simulator_script params.in results.out end

From 5aa2b210535b106d4198c775d7efe6fc12715303 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 26 Sep 2016 12:07:30 -0300
Subject: [PATCH 51/87] Fixed non-enforced task dependency bug:

The tasks were being sent on the wrong order by the Segmentation::run method,
thus, creating a racing condition
---
 .../examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp     | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index d9ae859..588c41d 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -115,6 +115,7 @@ int Segmentation::run() {
 
 
 	map<int, ReusableTask*> prev_map;
+	list<ReusableTask*> ordered_tasks;
 	for (list<ReusableTask*>::reverse_iterator task=tasks.rbegin(); task!=tasks.rend(); task++) {
 		// generate a task copy and update the DR, getting the actual data
 		ReusableTask* t = (*task)->clone();
@@ -131,12 +132,12 @@ int Segmentation::run() {
 
 		// add this task to parent list for future dependency resolution
 		prev_map[t->getId()] = t;
-		t->run();
+		ordered_tasks.emplace_back(t);
 	}
 
 	// send all tasks to be executed
-	// for (pair<int, ReusableTask*> p : prev_map)
-	// 	this->executeTask(p.second);
+	for (ReusableTask* t : ordered_tasks)
+		this->executeTask(t);
 
 	return 0;
 }

From 74b43b51144fb19c6cee9c04d382e0967f310b31 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 26 Sep 2016 18:31:33 -0300
Subject: [PATCH 52/87] Stage-task code generation:

Header generator reimplemented and tested.
Also, found a little bug: the workflow_output map is empty,
however, all workflows are running propperly.
---
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.hpp | 71 +++++++--------
 .../PipelineRTFS-NS-Diff-FGO/gen/gen.cpp      | 91 +++++++++++--------
 .../gen/header_task_template                  | 32 +++++++
 .../gen/header_template                       | 23 ++---
 .../gen/segmentation_desc                     |  2 +-
 5 files changed, 129 insertions(+), 90 deletions(-)
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/header_task_template

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
index d79aba8..4846bc1 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
@@ -27,10 +27,7 @@ class Segmentation : public RTPipelineComponentBase {
 	// IMPORTANT: this need to be set during the creation of this object
 	int workflow_id;
 
-	std::list<ReusableTask*> mergable_t1;
-
 public:
-
 	Segmentation();
 	virtual ~Segmentation();
 
@@ -41,9 +38,14 @@ class Segmentation : public RTPipelineComponentBase {
 	int run();
 };
 
-// Task1Segmentation header
+/**************************************************************************************/
+/*********************************** Task functions ***********************************/
+/**************************************************************************************/
+
+// TaskSegmentation0 header
 class TaskSegmentation0: public ReusableTask {
-friend class TaskSegmentation1;
+	friend class TaskSegmentation1;
+
 private:
 
 	// all parameters
@@ -52,7 +54,7 @@ friend class TaskSegmentation1;
 	unsigned char red;
 	double T1;
 	double T2;
-	
+
 	// intertask arguments
 	std::shared_ptr<std::vector<cv::Mat>> bgr;
 	std::shared_ptr<cv::Mat> rbc;
@@ -80,24 +82,22 @@ friend class TaskSegmentation1;
 
 	void print();
 };
-
-// Task2Segmentation header
+// TaskSegmentation1 header
 class TaskSegmentation1: public ReusableTask {
-friend class TaskSegmentation2;
+	friend class TaskSegmentation2;
+
 private:
 
 	// all parameters
 	int reconConnectivity;
-	
+
 	// intertask arguments
 	std::shared_ptr<std::vector<cv::Mat>> bgr;
+	std::shared_ptr<cv::Mat> rbc_fw;
 	std::shared_ptr<cv::Mat> rc;
 	std::shared_ptr<cv::Mat> rc_recon;
 	std::shared_ptr<cv::Mat> rc_open;
 
-	// forward intertask arguments
-	std::shared_ptr<cv::Mat> rbc_fw;
-
 public:
 	// data regions
 
@@ -120,26 +120,24 @@ friend class TaskSegmentation2;
 
 	void print();
 };
-
 // TaskSegmentation2 header
 class TaskSegmentation2: public ReusableTask {
-friend class TaskSegmentation3;
+	friend class TaskSegmentation3;
+
 private:
 
 	// all parameters
 	int fillHolesConnectivity;
-	unsigned char G1;
-	
+	int G1;
+
 	// intertask arguments
 	std::shared_ptr<cv::Mat> rc;
 	std::shared_ptr<cv::Mat> rc_recon;
 	std::shared_ptr<cv::Mat> rc_open;
+	std::shared_ptr<cv::Mat> rbc_fw;
 	std::shared_ptr<cv::Mat> bw1;
 	std::shared_ptr<cv::Mat> diffIm;
 
-	// forward intertask arguments
-	std::shared_ptr<cv::Mat> rbc_fw;
-
 public:
 	// data regions
 
@@ -162,23 +160,21 @@ friend class TaskSegmentation3;
 
 	void print();
 };
-
 // TaskSegmentation3 header
 class TaskSegmentation3: public ReusableTask {
-friend class TaskSegmentation4;
+	friend class TaskSegmentation4;
+
 private:
 
 	// all parameters
 	int minSize;
 	int maxSize;
-	
+
 	// intertask arguments
 	std::shared_ptr<cv::Mat> bw1;
-	std::shared_ptr<cv::Mat> bw1_t;
-
-	// forward intertask arguments
 	std::shared_ptr<cv::Mat> rbc_fw;
 	std::shared_ptr<cv::Mat> diffIm_fw;
+	std::shared_ptr<cv::Mat> bw1_t;
 
 public:
 	// data regions
@@ -202,15 +198,15 @@ friend class TaskSegmentation4;
 
 	void print();
 };
-
 // TaskSegmentation4 header
 class TaskSegmentation4: public ReusableTask {
-friend class TaskSegmentation5;
+	friend class TaskSegmentation5;
+
 private:
 
 	// all parameters
-	unsigned char G2;
-	
+	int G2;
+
 	// intertask arguments
 	std::shared_ptr<cv::Mat> diffIm;
 	std::shared_ptr<cv::Mat> bw1_t;
@@ -239,16 +235,16 @@ friend class TaskSegmentation5;
 
 	void print();
 };
-
-// Task5Segmentation5 header
+// TaskSegmentation5 header
 class TaskSegmentation5: public ReusableTask {
-friend class TaskSegmentation6;
+	friend class TaskSegmentation6;
+
 private:
 
 	// all parameters
 	int minSizePl;
 	int watershedConnectivity;
-	
+
 	// intertask arguments
 	std::shared_ptr<cv::Mat> seg_open;
 	std::shared_ptr<cv::Mat> seg_nonoverlap;
@@ -276,18 +272,18 @@ friend class TaskSegmentation6;
 
 	void print();
 };
-
 // TaskSegmentation6 header
 class TaskSegmentation6: public ReusableTask {
+
+
 private:
 
 	// all parameters
 	int minSizeSeg;
 	int maxSizeSeg;
 	int fillHolesConnectivity;
-	
+
 	// intertask arguments
-	std::shared_ptr<cv::Mat> seg_open;
 	std::shared_ptr<cv::Mat> seg_nonoverlap;
 
 public:
@@ -314,4 +310,5 @@ class TaskSegmentation6: public ReusableTask {
 	void print();
 };
 
+
 #endif /* Segmentation_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
index c640156..069409a 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
@@ -58,18 +58,16 @@ int main(int argc, char** argv) {
 
 	string name = data["name"].asString();
 
-	// string header = generate_header(data);
-	// std::ofstream header_file(string(name + ".hpp"));
-	// header_file << header;
-	// header_file.close();
+	string header = generate_header(data);
+	std::ofstream header_file(string(name + ".hpp"));
+	header_file << header;
+	header_file.close();
 
 	string source = generate_source(data);
 	std::ofstream source_file(string(name + ".cpp"));
 	source_file << source;
 	source_file.close();
 
-	// TODO: get descriptor from argv
-
 	// cout << source << endl;
 }
 
@@ -80,31 +78,59 @@ string generate_header(Json::Value data) {
 	// get includes string
 	string includes = data["includes"].asString();
 
-	// generate DataRegion variables string
-	string dataRegionVariables;
-	string dataRegionVariablesNames;
-	for (int i=0; i<data["args"].size(); i++)
-		if (data["args"][i]["type"].asString().compare("dr") == 0) {
-			dataRegionVariables += "\tDenseDataRegion2D* " + 
-				data["args"][i]["name"].asString() + "_temp;\n";
-			dataRegionVariablesNames += "DenseDataRegion2D* " + 
-				data["args"][i]["name"].asString() + "_temp, ";
+	// get all tasks
+	string tasks;
+	for (int i=0; i<data["tasks"].size(); i++) {
+		string task_friend;
+		if (i != data["tasks"].size()-1)
+			task_friend = "\tfriend class Task" + name + to_string(i+1) + ";";
+		
+		// set regular args
+		string args;
+		string dr_args;
+		for (int j=0; j<data["tasks"][i]["args"].size(); j++) {
+			if (data["tasks"][i]["args"][j]["type"].asString().compare("dr") != 0) {
+				args += "\t" + getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) +
+					" " + data["tasks"][i]["args"][j]["name"].asString() + ";\n";
+			} else {
+				dr_args += "\tstd::shared_ptr<DenseDataRegion2D*> " + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp;\n";
+			}
 		}
 
-	// generate all other variables string
-	string commonVariables;
-	string commonVariablesNames;
-	for (int i=0; i<data["args"].size(); i++)
-		if (data["args"][i]["type"].asString().compare("dr") != 0) {
-			commonVariables += "\t" + getTypeCast(data["args"][i]["type"].asString()) +
-				" " + data["args"][i]["name"].asString() + ";\n";
-			commonVariablesNames += getTypeCast(data["args"][i]["type"].asString()) +
-				" " + data["args"][i]["name"].asString() + ", ";
+		// set intertask arguments
+		string intertask_args;
+		for (int j=0; j<data["tasks"][i]["interstage_args"].size(); j++) {
+			if (data["tasks"][i]["interstage_args"][j]["io"].asString().compare("forward") == 0) {
+				intertask_args += "\tstd::shared_ptr<" + 
+					getMatDRType(data["tasks"][i]["interstage_args"][j]["type"].asString()) +
+					"> " + data["tasks"][i]["interstage_args"][j]["name"].asString() + "_fw;\n";
+			} else {
+				intertask_args += "\tstd::shared_ptr<" + 
+					getMatDRType(data["tasks"][i]["interstage_args"][j]["type"].asString()) +
+					"> " + data["tasks"][i]["interstage_args"][j]["name"].asString() + ";\n";
+			}
 		}
 
-	// remove last comma from commonVariablesNames
-	size_t pos;
-	commonVariablesNames.erase(commonVariablesNames.length()-2, 2);
+		// open task_header_template file
+		char* line;
+		size_t length=0;
+		FILE* task_header_template = fopen("header_task_template", "r");
+
+		// concat all task_header_template lines
+		string task_header;
+		while(getline(&line, &length, task_header_template) != -1)
+			task_header += string(line);
+
+		replace_multiple_string(task_header, "$NAME$", name+to_string(i));
+		replace_multiple_string(task_header, "$FRIEND_TASK$", task_friend);
+		replace_multiple_string(task_header, "$ARGS$", args);
+		replace_multiple_string(task_header, "$INTERTASK_ARGS$", intertask_args);
+		replace_multiple_string(task_header, "$DR_ARGS$", dr_args);
+
+		tasks += task_header;
+
+	}
 
 	// open header file
 	char* line;
@@ -118,20 +144,13 @@ string generate_header(Json::Value data) {
 
 
 	// add includes
-	pos = header.find("$INCLUDES$");
-	header.erase(pos, 10);
-	header.insert(pos, includes);
+	replace_multiple_string(header, "$INCLUDES$", includes);
 
 	// add filename
 	replace_multiple_string(header, "$NAME$", name);
 
 	// add DataRegions
-	replace_multiple_string(header, "$DR_VARS$", dataRegionVariables);
-	replace_multiple_string(header, "$DR_VARS_NAMES$", dataRegionVariablesNames);
-
-	// add other variables
-	replace_multiple_string(header, "$COMMON_VARS$", commonVariables);
-	replace_multiple_string(header, "$COMMON_VARS_NAMES$", commonVariablesNames);
+	replace_multiple_string(header, "$TASKS$", tasks);
 	
 
 	return header;
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/header_task_template b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/header_task_template
new file mode 100644
index 0000000..e8d1036
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/header_task_template
@@ -0,0 +1,32 @@
+// Task$NAME$ header
+class Task$NAME$: public ReusableTask {
+$FRIEND_TASK$
+
+private:
+
+	// all parameters
+$ARGS$
+	// intertask arguments
+$INTERTASK_ARGS$
+public:
+	// data regions
+$DR_ARGS$
+	Task$NAME$();
+	Task$NAME$(list<ArgumentBase*> args, RegionTemplate* inputRt);
+
+	virtual ~Task$NAME$();
+
+	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
+
+	bool reusable(ReusableTask* t);
+	void updateDR(RegionTemplate* rt);
+	void updateInterStageArgs(ReusableTask* t);
+	void resolveDependencies(ReusableTask* t);
+
+	int serialize(char *buff);
+	int deserialize(char *buff);
+	ReusableTask* clone();
+	int size();
+
+	void print();
+};
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/header_template b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/header_template
index 7bdb1d2..f21d37c 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/header_template
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/header_template
@@ -13,6 +13,7 @@
 #include "FileUtils.h"
 #include "Task.h"
 #include "DenseDataRegion2D.h"
+#include "ReusableTask.hpp"
 
 $INCLUDES$
 
@@ -30,25 +31,15 @@ public:
 
 	void set_workflow_id(int id) {workflow_id = id;};
 
+	void print();
+
 	int run();
 };
 
-// Task header
-class Task$NAME$: public Task {
-private:
-
-	// data regions
-$DR_VARS$
-
-	// all other variables
-$COMMON_VARS$
+/**************************************************************************************/
+/*********************************** Task functions ***********************************/
+/**************************************************************************************/
 
-public:
-	Task$NAME$($DR_VARS_NAMES$$COMMON_VARS_NAMES$);
-
-	virtual ~Task$NAME$();
-
-	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
-};
+$TASKS$
 
 #endif /* $NAME$_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc
index a2df58b..fe9f7df 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/segmentation_desc
@@ -38,7 +38,7 @@
 			],
 			"interstage_args":[
 				{"name":"rc", "type":"mat", "io":"input"}, 
-				{"name":"rc_recon", "type":"mxat", "io":"input"},
+				{"name":"rc_recon", "type":"mat", "io":"input"},
 				{"name":"rc_open", "type":"mat", "io":"input"},
 				{"name":"rbc", "type":"mat", "io":"forward"},
 				{"name":"bw1", "type":"mat", "io":"output"},

From e929216a3d85016d202a847f72cb66c897df9b6e Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 26 Sep 2016 19:28:43 -0300
Subject: [PATCH 53/87] Finished and tested the stage-task code generator.

---
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 329 ++++++------------
 .../PipelineRTFS-NS-Diff-FGO/gen/Makefile     |  20 +-
 .../examples/PipelineRTFS-NS-Diff-FGO/gen/gen | Bin 492209 -> 0 bytes
 .../PipelineRTFS-NS-Diff-FGO/gen/gen.cpp      |  81 +++--
 .../gen/source_task_template                  |   4 +-
 .../gen/source_template                       |  14 +-
 6 files changed, 160 insertions(+), 288 deletions(-)
 delete mode 100755 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 588c41d..144a16f 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -106,7 +106,7 @@ Segmentation::~Segmentation() {}
 int Segmentation::run() {
 
 	// Print name and id of the component instance
-	std::cout << "\t\t\tExecuting component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
+	std::cout << "Executing component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
 	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
 
 	this->addInputOutputDataRegion("tile", "normalized_rt", RTPipelineComponentBase::INPUT);
@@ -117,12 +117,11 @@ int Segmentation::run() {
 	map<int, ReusableTask*> prev_map;
 	list<ReusableTask*> ordered_tasks;
 	for (list<ReusableTask*>::reverse_iterator task=tasks.rbegin(); task!=tasks.rend(); task++) {
+		cout << "[Segmentation] sending task " << (*task)->getId() << endl;
 		// generate a task copy and update the DR, getting the actual data
 		ReusableTask* t = (*task)->clone();
 		t->updateDR(inputRt);
 
-		cout << "\t\t\t[Segmentation] sending task " << (*task)->getId() << endl;
-
 		// solve dependency if it isn't the first task
 		if (t->parentTask != -1) {
 			cout << "\t\t\t[Segmentation] setting dep of " << t->getId() << " to " << prev_map[t->parentTask]->getId() << endl;
@@ -136,8 +135,10 @@ int Segmentation::run() {
 	}
 
 	// send all tasks to be executed
-	for (ReusableTask* t : ordered_tasks)
+	for (ReusableTask* t : ordered_tasks) {
+		cout << "\t\t\t[Segmentation] sending task " << t->getId() << endl;
 		this->executeTask(t);
+	}
 
 	return 0;
 }
@@ -156,8 +157,8 @@ bool registeredSegmentation = PipelineComponentBase::ComponentFactory::component
 /**************************************************************************************/
 
 TaskSegmentation0::TaskSegmentation0() {
-	bgr = std::shared_ptr<std::vector<cv::Mat>>(new std::vector<cv::Mat>());
-	rbc = std::shared_ptr<cv::Mat>(new cv::Mat());
+	bgr = std::shared_ptr<std::vector<cv::Mat>>(new std::vector<cv::Mat>);
+	rbc = std::shared_ptr<cv::Mat>(new cv::Mat);
 
 }
 
@@ -205,43 +206,34 @@ TaskSegmentation0::TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* i
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	bgr = std::shared_ptr<std::vector<cv::Mat>>(new std::vector<cv::Mat>());
-	rbc = std::shared_ptr<cv::Mat>(new cv::Mat());
+	bgr = std::shared_ptr<std::vector<cv::Mat>>(new std::vector<cv::Mat>);
+	rbc = std::shared_ptr<cv::Mat>(new cv::Mat);
 	
 }
 
-TaskSegmentation0::~TaskSegmentation0() {
-	//std::cout << "bgr: " << to_string(bgr.use_count()) << " = " << &*bgr << endl;
-	//std::cout << "rbc: " << to_string(rbc.use_count()) << " = " << &*rbc << endl;
-}
+TaskSegmentation0::~TaskSegmentation0() {}
 
 bool TaskSegmentation0::run(int procType, int tid) {
 	cv::Mat normalized_rt = (*this->normalized_rt_temp)->getData();
 
-	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "\t\t\tTaskSegmentation0 executing." << std::endl;	
+	std::vector<cv::Mat> bgr_temp;
+	cv::Mat rbc_temp;
 
-	if (bgr.use_count() <= 0) {
-		std::cout << "bgr counter is " << bgr.use_count() << std::endl;
-		exit(-1);
-	}
-	if (rbc.use_count() <= 0) {
-		std::cout << "rbc counter is " << rbc.use_count() << std::endl;
-		exit(-1);
-	}
+	uint64_t t1 = Util::ClockGetTimeProfile();
+
+	std::cout << "TaskSegmentation0 executing." << std::endl;	
 
-	::nscale::HistologicalEntities::segmentNucleiStg1(normalized_rt, blue, green, red, T1, T2, &(*bgr), &(*rbc));
+	::nscale::HistologicalEntities::segmentNucleiStg1(normalized_rt, blue, green, red, T1, T2, &*bgr, &*rbc);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
 
-	std::cout << "\t\t\tTask Segmentation0 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "Task Segmentation0 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation0::updateDR(RegionTemplate* rt) {
-	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast<DenseDataRegion2D*>(
-		rt->getDataRegion((*this->normalized_rt_temp)->getName(),
+	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion((*this->normalized_rt_temp)->getName(),
 		(*this->normalized_rt_temp)->getId(), 0, stoi((*this->normalized_rt_temp)->getId()))));
 
 }
@@ -249,7 +241,7 @@ void TaskSegmentation0::updateDR(RegionTemplate* rt) {
 void TaskSegmentation0::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "\t\t\t[TaskSegmentation0] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation0] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -259,7 +251,7 @@ void TaskSegmentation0::updateInterStageArgs(ReusableTask* t) {
 void TaskSegmentation0::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
 	if (typeid(t) != typeid(TaskSegmentation1)) {
-		std::cout << "\t\t\t[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 	}
 
 	
@@ -288,7 +280,7 @@ bool TaskSegmentation0::reusable(ReusableTask* rt) {
 int TaskSegmentation0::size() {
 	return 
 		sizeof(int) + sizeof(int) +
-		sizeof(int) + (*normalized_rt_temp)->getName().length()*sizeof(char) + sizeof(int) +
+		sizeof(int) + (*this->normalized_rt_temp)->getName().length()*sizeof(char) + sizeof(int) +
 		sizeof(unsigned char) +
 		sizeof(unsigned char) +
 		sizeof(unsigned char) +
@@ -409,17 +401,17 @@ ReusableTask* TaskSegmentation0::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete[] buff;
+	delete buff;
 
 	return retValue;
 }
 
 void TaskSegmentation0::print() {
-	cout << "\t\t\tblue: " << blue << endl;
-	cout << "\t\t\tgreen: " << green << endl;
-	cout << "\t\t\tred: " << red << endl;
-	cout << "\t\t\tT1: " << T1 << endl;
-	cout << "\t\t\tT2: " << T2 << endl;
+	cout << "blue: " << blue << endl;
+	cout << "green: " << green << endl;
+	cout << "red: " << red << endl;
+	cout << "T1: " << T1 << endl;
+	cout << "T2: " << T2 << endl;
 
 }
 
@@ -438,9 +430,9 @@ bool registeredTaskSegmentation02 = ReusableTask::ReusableTaskFactory::taskRegis
 	&Segmentation0Factory1, &Segmentation0Factory2);
 
 TaskSegmentation1::TaskSegmentation1() {
-	rc = std::shared_ptr<cv::Mat>(new cv::Mat());
-	rc_recon = std::shared_ptr<cv::Mat>(new cv::Mat());
-	rc_open = std::shared_ptr<cv::Mat>(new cv::Mat());
+	rc = std::shared_ptr<cv::Mat>(new cv::Mat);
+	rc_recon = std::shared_ptr<cv::Mat>(new cv::Mat);
+	rc_open = std::shared_ptr<cv::Mat>(new cv::Mat);
 
 }
 
@@ -458,56 +450,31 @@ TaskSegmentation1::TaskSegmentation1(list<ArgumentBase*> args, RegionTemplate* i
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	rc = std::shared_ptr<cv::Mat>(new cv::Mat());
-	rc_recon = std::shared_ptr<cv::Mat>(new cv::Mat());
-	rc_open = std::shared_ptr<cv::Mat>(new cv::Mat());
+	rc = std::shared_ptr<cv::Mat>(new cv::Mat);
+	rc_recon = std::shared_ptr<cv::Mat>(new cv::Mat);
+	rc_open = std::shared_ptr<cv::Mat>(new cv::Mat);
 	
 }
 
-TaskSegmentation1::~TaskSegmentation1() {
-	//std::cout << "bgr: " << to_string(bgr.use_count()) << " = " << &*bgr << endl;
-	//std::cout << "rc: " << to_string(rc.use_count()) << " = " << &*rc << endl;
-	//std::cout << "rc_recon: " << to_string(rc_recon.use_count()) << " = " << &*rc_recon << endl;
-	//std::cout << "rc_open: " << to_string(rc_open.use_count()) << " = " << &*rc_open << endl;
-	//std::cout << "rbc_fw: " << to_string(rbc_fw.use_count()) << " = " << &*rbc_fw << endl;
-}
+TaskSegmentation1::~TaskSegmentation1() {}
 
 bool TaskSegmentation1::run(int procType, int tid) {
 
-	uint64_t t1 = Util::ClockGetTimeProfile();
-
-	std::cout << "\t\t\tTaskSegmentation1 executing." << std::endl;	
 
-	if (bgr.use_count() <= 0) {
-		std::cout << "bgr counter is " 
-			<< bgr.use_count() << std::endl;
-		exit(-1);
-	}
-
-	if (rc.use_count() <= 0) {
-		std::cout << "rc counter is " 
-			<< rc.use_count() << std::endl;
-		exit(-1);
-	}
+	cv::Mat rc_temp;
+	cv::Mat rc_recon_temp;
+	cv::Mat rc_open_temp;
 
-	if (rc_recon.use_count() <= 0) {
-		std::cout << "rc_recon counter is " 
-			<< rc_recon.use_count() << std::endl;
-		exit(-1);
-	}
+	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	if (rc_open.use_count() <= 0) {
-		std::cout << "rc_open counter is " 
-			<< rc_open.use_count() << std::endl;
-		exit(-1);
-	}
+	std::cout << "TaskSegmentation1 executing." << std::endl;	
 
 	::nscale::HistologicalEntities::segmentNucleiStg2(reconConnectivity, &*bgr, &*rc, &*rc_recon, &*rc_open);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
 
-	std::cout << "\t\t\tTask Segmentation1 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "Task Segmentation1 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation1::updateDR(RegionTemplate* rt) {
@@ -517,7 +484,7 @@ void TaskSegmentation1::updateDR(RegionTemplate* rt) {
 void TaskSegmentation1::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "\t\t\t[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -529,7 +496,7 @@ void TaskSegmentation1::updateInterStageArgs(ReusableTask* t) {
 void TaskSegmentation1::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
 	if (typeid(t) != typeid(TaskSegmentation2)) {
-		std::cout << "\t\t\t[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 	}
 
 	
@@ -605,13 +572,13 @@ ReusableTask* TaskSegmentation1::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete[] buff;
+	delete buff;
 
 	return retValue;
 }
 
 void TaskSegmentation1::print() {
-	cout << "\t\t\treconConnectivity: " << reconConnectivity << endl;
+	cout << "reconConnectivity: " << reconConnectivity << endl;
 
 }
 
@@ -630,8 +597,8 @@ bool registeredTaskSegmentation12 = ReusableTask::ReusableTaskFactory::taskRegis
 	&Segmentation1Factory1, &Segmentation1Factory2);
 
 TaskSegmentation2::TaskSegmentation2() {
-	bw1 = std::shared_ptr<cv::Mat>(new cv::Mat());
-	diffIm = std::shared_ptr<cv::Mat>(new cv::Mat());
+	bw1 = std::shared_ptr<cv::Mat>(new cv::Mat);
+	diffIm = std::shared_ptr<cv::Mat>(new cv::Mat);
 
 }
 
@@ -654,58 +621,29 @@ TaskSegmentation2::TaskSegmentation2(list<ArgumentBase*> args, RegionTemplate* i
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	bw1 = std::shared_ptr<cv::Mat>(new cv::Mat());
-	diffIm = std::shared_ptr<cv::Mat>(new cv::Mat());
+	bw1 = std::shared_ptr<cv::Mat>(new cv::Mat);
+	diffIm = std::shared_ptr<cv::Mat>(new cv::Mat);
 	
 }
 
-TaskSegmentation2::~TaskSegmentation2() {
-	//std::cout << "rc: " << to_string(rc.use_count()) << " = " << &*rc << endl;
-	//std::cout << "rc_recon: " << to_string(rc_recon.use_count()) << " = " << &*rc_recon << endl;
-	//std::cout << "rc_open: " << to_string(rc_open.use_count()) << " = " << &*rc_open << endl;
-	//std::cout << "bw1: " << to_string(bw1.use_count()) << " = " << &*bw1 << endl;
-	//std::cout << "diffIm: " << to_string(diffIm.use_count()) << " = " << &*diffIm << endl;
-	//std::cout << "rbc_fw: " << to_string(rbc_fw.use_count()) << " = " << &*rbc_fw << endl;
-}
+TaskSegmentation2::~TaskSegmentation2() {}
 
 bool TaskSegmentation2::run(int procType, int tid) {
 
-	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "\t\t\tTaskSegmentation2 executing." << std::endl;	
+	cv::Mat bw1_temp;
+	cv::Mat diffIm_temp;
 
-	if (rc.use_count() <= 0) {
-		std::cout << "rc counter is " 
-			<< rc.use_count() << std::endl;
-		exit(-1);
-	}
-	if (rc_recon.use_count() <= 0) {
-		std::cout << "rc_recon counter is " 
-			<< rc_recon.use_count() << std::endl;
-		exit(-1);
-	}
-	if (rc_open.use_count() <= 0) {
-		std::cout << "rc_open counter is " 
-			<< rc_open.use_count() << std::endl;
-		exit(-1);
-	}
-	if (bw1.use_count() <= 0) {
-		std::cout << "bw1 counter is " 
-			<< bw1.use_count() << std::endl;
-		exit(-1);
-	}
-	if (diffIm.use_count() <= 0) {
-		std::cout << "diffIm counter is " 
-			<< diffIm.use_count() << std::endl;
-		exit(-1);
-	}
+	uint64_t t1 = Util::ClockGetTimeProfile();
+
+	std::cout << "TaskSegmentation2 executing." << std::endl;	
 
 	::nscale::HistologicalEntities::segmentNucleiStg3(fillHolesConnectivity, G1, &*rc, &*rc_recon, &*rc_open, &*bw1, &*diffIm);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
 
-	std::cout << "\t\t\tTask Segmentation2 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "Task Segmentation2 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation2::updateDR(RegionTemplate* rt) {
@@ -715,7 +653,7 @@ void TaskSegmentation2::updateDR(RegionTemplate* rt) {
 void TaskSegmentation2::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "\t\t\t[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -729,7 +667,7 @@ void TaskSegmentation2::updateInterStageArgs(ReusableTask* t) {
 void TaskSegmentation2::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
 	if (typeid(t) != typeid(TaskSegmentation3)) {
-		std::cout << "\t\t\t[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 	}
 
 	
@@ -817,14 +755,14 @@ ReusableTask* TaskSegmentation2::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete[] buff;
+	delete buff;
 
 	return retValue;
 }
 
 void TaskSegmentation2::print() {
-	cout << "\t\t\tfillHolesConnectivity: " << fillHolesConnectivity << endl;
-	cout << "\t\t\tG1: " << G1 << endl;
+	cout << "fillHolesConnectivity: " << fillHolesConnectivity << endl;
+	cout << "G1: " << G1 << endl;
 
 }
 
@@ -843,7 +781,7 @@ bool registeredTaskSegmentation22 = ReusableTask::ReusableTaskFactory::taskRegis
 	&Segmentation2Factory1, &Segmentation2Factory2);
 
 TaskSegmentation3::TaskSegmentation3() {
-	bw1_t = std::shared_ptr<cv::Mat>(new cv::Mat());
+	bw1_t = std::shared_ptr<cv::Mat>(new cv::Mat);
 
 }
 
@@ -866,16 +804,11 @@ TaskSegmentation3::TaskSegmentation3(list<ArgumentBase*> args, RegionTemplate* i
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	bw1_t = std::shared_ptr<cv::Mat>(new cv::Mat());
+	bw1_t = std::shared_ptr<cv::Mat>(new cv::Mat);
 	
 }
 
-TaskSegmentation3::~TaskSegmentation3() {
-	//std::cout << "bw1: " << to_string(bw1.use_count()) << " = " << &*bw1 << endl;
-	//std::cout << "bw1_t: " << to_string(bw1_t.use_count()) << " = " << &*bw1_t << endl;
-	//std::cout << "rbc_fw: " << to_string(rbc_fw.use_count()) << " = " << &*rbc_fw << endl;
-	//std::cout << "diffIm_fw: " << to_string(diffIm_fw.use_count()) << " = " << &*diffIm_fw << endl;
-}
+TaskSegmentation3::~TaskSegmentation3() {}
 
 bool TaskSegmentation3::run(int procType, int tid) {
 
@@ -884,25 +817,14 @@ bool TaskSegmentation3::run(int procType, int tid) {
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "\t\t\tTaskSegmentation3 executing." << std::endl;	
-
-	if (bw1.use_count() <= 0) {
-		std::cout << "bw1 counter is " 
-			<< bw1.use_count() << std::endl;
-		exit(-1);
-	}
-	if (bw1_t.use_count() <= 0) {
-		std::cout << "bw1_t counter is " 
-			<< bw1_t.use_count() << std::endl;
-		exit(-1);
-	}
+	std::cout << "TaskSegmentation3 executing." << std::endl;	
 
 	::nscale::HistologicalEntities::segmentNucleiStg4(minSize, maxSize, &*bw1, &*bw1_t);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
 
-	std::cout << "\t\t\tTask Segmentation3 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "Task Segmentation3 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation3::updateDR(RegionTemplate* rt) {
@@ -912,7 +834,7 @@ void TaskSegmentation3::updateDR(RegionTemplate* rt) {
 void TaskSegmentation3::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "\t\t\t[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -925,7 +847,7 @@ void TaskSegmentation3::updateInterStageArgs(ReusableTask* t) {
 void TaskSegmentation3::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
 	if (typeid(t) != typeid(TaskSegmentation4)) {
-		std::cout << "\t\t\t[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 	}
 
 	
@@ -1012,14 +934,14 @@ ReusableTask* TaskSegmentation3::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete[] buff;
+	delete buff;
 
 	return retValue;
 }
 
 void TaskSegmentation3::print() {
-	cout << "\t\t\tminSize: " << minSize << endl;
-	cout << "\t\t\tmaxSize: " << maxSize << endl;
+	cout << "minSize: " << minSize << endl;
+	cout << "maxSize: " << maxSize << endl;
 
 }
 
@@ -1038,7 +960,7 @@ bool registeredTaskSegmentation32 = ReusableTask::ReusableTaskFactory::taskRegis
 	&Segmentation3Factory1, &Segmentation3Factory2);
 
 TaskSegmentation4::TaskSegmentation4() {
-	seg_open = std::shared_ptr<cv::Mat>(new cv::Mat());
+	seg_open = std::shared_ptr<cv::Mat>(new cv::Mat);
 
 }
 
@@ -1056,16 +978,11 @@ TaskSegmentation4::TaskSegmentation4(list<ArgumentBase*> args, RegionTemplate* i
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	seg_open = std::shared_ptr<cv::Mat>(new cv::Mat());
+	seg_open = std::shared_ptr<cv::Mat>(new cv::Mat);
 	
 }
 
-TaskSegmentation4::~TaskSegmentation4() {
-	//std::cout << "diffIm: " << to_string(diffIm.use_count()) << " = " << &*diffIm << endl;
-	//std::cout << "bw1_t: " << to_string(bw1_t.use_count()) << " = " << &*bw1_t << endl;
-	//std::cout << "rbc: " << to_string(rbc.use_count()) << " = " << &*rbc << endl;
-	//std::cout << "seg_open: " << to_string(seg_open.use_count()) << " = " << &*seg_open << endl;
-}
+TaskSegmentation4::~TaskSegmentation4() {}
 
 bool TaskSegmentation4::run(int procType, int tid) {
 
@@ -1074,35 +991,14 @@ bool TaskSegmentation4::run(int procType, int tid) {
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "\t\t\tTaskSegmentation4 executing." << std::endl;	
-
-	if (diffIm.use_count() <= 0) {
-		std::cout << "diffIm counter is " 
-			<< diffIm.use_count() << std::endl;
-		exit(-1);
-	}
-	if (bw1_t.use_count() <= 0) {
-		std::cout << "bw1_t counter is " 
-			<< bw1_t.use_count() << std::endl;
-		exit(-1);
-	}
-	if (rbc.use_count() <= 0) {
-		std::cout << "rbc counter is " 
-			<< rbc.use_count() << std::endl;
-		exit(-1);
-	}
-	if (seg_open.use_count() <= 0) {
-		std::cout << "seg_open counter is " 
-			<< seg_open.use_count() << std::endl;
-		exit(-1);
-	}
+	std::cout << "TaskSegmentation4 executing." << std::endl;	
 
 	::nscale::HistologicalEntities::segmentNucleiStg5(G2, &*diffIm, &*bw1_t, &*rbc, &*seg_open);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
 
-	std::cout << "\t\t\tTask Segmentation4 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "Task Segmentation4 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation4::updateDR(RegionTemplate* rt) {
@@ -1112,7 +1008,7 @@ void TaskSegmentation4::updateDR(RegionTemplate* rt) {
 void TaskSegmentation4::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "\t\t\t[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -1125,7 +1021,7 @@ void TaskSegmentation4::updateInterStageArgs(ReusableTask* t) {
 void TaskSegmentation4::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
 	if (typeid(t) != typeid(TaskSegmentation5)) {
-		std::cout << "\t\t\t[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 	}
 
 	
@@ -1202,13 +1098,13 @@ ReusableTask* TaskSegmentation4::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete[] buff;
+	delete buff;
 
 	return retValue;
 }
 
 void TaskSegmentation4::print() {
-	cout << "\t\t\tG2: " << G2 << endl;
+	cout << "G2: " << G2 << endl;
 
 }
 
@@ -1227,7 +1123,7 @@ bool registeredTaskSegmentation42 = ReusableTask::ReusableTaskFactory::taskRegis
 	&Segmentation4Factory1, &Segmentation4Factory2);
 
 TaskSegmentation5::TaskSegmentation5() {
-	seg_nonoverlap = std::shared_ptr<cv::Mat>(new cv::Mat());
+	seg_nonoverlap = std::shared_ptr<cv::Mat>(new cv::Mat);
 
 }
 
@@ -1260,14 +1156,11 @@ TaskSegmentation5::TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* i
 	if (set_cout < args.size())
 		std::cout << __FILE__ << ":" << __LINE__ <<" Missing common arguments on Segmentation" << std::endl;
 
-	seg_nonoverlap = std::shared_ptr<cv::Mat>(new cv::Mat());
+	seg_nonoverlap = std::shared_ptr<cv::Mat>(new cv::Mat);
 	
 }
 
-TaskSegmentation5::~TaskSegmentation5() {
-	//std::cout << "seg_open: " << to_string(seg_open.use_count()) << " = " << &*seg_open << endl;
-	//std::cout << "seg_nonoverlap: " << to_string(seg_nonoverlap.use_count()) << " = " << &*seg_nonoverlap << endl;
-}
+TaskSegmentation5::~TaskSegmentation5() {}
 
 bool TaskSegmentation5::run(int procType, int tid) {
 	cv::Mat normalized_rt = (*this->normalized_rt_temp)->getData();
@@ -1277,30 +1170,18 @@ bool TaskSegmentation5::run(int procType, int tid) {
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "\t\t\tTaskSegmentation5 executing." << std::endl;	
-
-	if (seg_open.use_count() <= 0) {
-		std::cout << "seg_open counter is " 
-			<< seg_open.use_count() << std::endl;
-		exit(-1);
-	}
-	if (seg_nonoverlap.use_count() <= 0) {
-		std::cout << "seg_nonoverlap counter is " 
-			<< seg_nonoverlap.use_count() << std::endl;
-		exit(-1);
-	}
+	std::cout << "TaskSegmentation5 executing." << std::endl;	
 
 	::nscale::HistologicalEntities::segmentNucleiStg6(normalized_rt, minSizePl, watershedConnectivity, &*seg_open, &*seg_nonoverlap);
 	
 	uint64_t t2 = Util::ClockGetTimeProfile();
 
 
-	std::cout << "\t\t\tTask Segmentation5 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "Task Segmentation5 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation5::updateDR(RegionTemplate* rt) {
-	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast<DenseDataRegion2D*>(
-		rt->getDataRegion((*this->normalized_rt_temp)->getName(),
+	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion((*this->normalized_rt_temp)->getName(),
 		(*this->normalized_rt_temp)->getId(), 0, stoi((*this->normalized_rt_temp)->getId()))));
 
 }
@@ -1308,7 +1189,7 @@ void TaskSegmentation5::updateDR(RegionTemplate* rt) {
 void TaskSegmentation5::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "\t\t\t[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -1319,7 +1200,7 @@ void TaskSegmentation5::updateInterStageArgs(ReusableTask* t) {
 void TaskSegmentation5::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
 	if (typeid(t) != typeid(TaskSegmentation6)) {
-		std::cout << "\t\t\t[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 	}
 
 	
@@ -1346,7 +1227,7 @@ bool TaskSegmentation5::reusable(ReusableTask* rt) {
 int TaskSegmentation5::size() {
 	return 
 		sizeof(int) + sizeof(int) +
-		sizeof(int) + (*normalized_rt_temp)->getName().length()*sizeof(char) + sizeof(int) +
+		sizeof(int) + (*this->normalized_rt_temp)->getName().length()*sizeof(char) + sizeof(int) +
 		sizeof(int) +
 		sizeof(int) +
 
@@ -1440,14 +1321,14 @@ ReusableTask* TaskSegmentation5::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete[] buff;
+	delete buff;
 
 	return retValue;
 }
 
 void TaskSegmentation5::print() {
-	cout << "\t\t\tminSizePl: " << minSizePl << endl;
-	cout << "\t\t\twatershedConnectivity: " << watershedConnectivity << endl;
+	cout << "minSizePl: " << minSizePl << endl;
+	cout << "watershedConnectivity: " << watershedConnectivity << endl;
 
 }
 
@@ -1506,10 +1387,7 @@ TaskSegmentation6::TaskSegmentation6(list<ArgumentBase*> args, RegionTemplate* i
 	
 }
 
-TaskSegmentation6::~TaskSegmentation6() {
-	//std::cout << "seg_open: " << to_string(seg_open.use_count()) << " = " << &*seg_open << endl;
-	//std::cout << "seg_nonoverlap: " << to_string(seg_nonoverlap.use_count()) << " = " << &*seg_nonoverlap << endl;
-}
+TaskSegmentation6::~TaskSegmentation6() {}
 
 bool TaskSegmentation6::run(int procType, int tid) {
 
@@ -1518,14 +1396,7 @@ bool TaskSegmentation6::run(int procType, int tid) {
 
 	uint64_t t1 = Util::ClockGetTimeProfile();
 
-	std::cout << "\t\t\tTaskSegmentation6 executing." << std::endl;	
-
-	if (seg_nonoverlap.use_count() <= 0) {
-		std::cout << "seg_nonoverlap counter is " 
-			<< seg_nonoverlap.use_count() << std::endl;
-		exit(-1);
-	}
-
+	std::cout << "TaskSegmentation6 executing." << std::endl;	
 
 	::nscale::HistologicalEntities::segmentNucleiStg7(&segmented_rt, minSizeSeg, maxSizeSeg, fillHolesConnectivity, &*seg_nonoverlap);
 	
@@ -1533,7 +1404,7 @@ bool TaskSegmentation6::run(int procType, int tid) {
 
 	(*this->segmented_rt_temp)->setData(segmented_rt);
 
-	std::cout << "\t\t\tTask Segmentation6 time elapsed: "<< t2-t1 << std::endl;
+	std::cout << "Task Segmentation6 time elapsed: "<< t2-t1 << std::endl;
 }
 
 void TaskSegmentation6::updateDR(RegionTemplate* rt) {
@@ -1544,7 +1415,7 @@ rt->insertDataRegion(*this->segmented_rt_temp);
 void TaskSegmentation6::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
 	if (typeid(t) != typeid(this)) {
-		std::cout << "\t\t\t[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+		std::cout << "[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
 		return;
 	}
 
@@ -1580,7 +1451,7 @@ bool TaskSegmentation6::reusable(ReusableTask* rt) {
 int TaskSegmentation6::size() {
 	return 
 		sizeof(int) + sizeof(int) +
-		sizeof(int) + (*segmented_rt_temp)->getName().length()*sizeof(char) + sizeof(int) +
+		sizeof(int) + (*this->segmented_rt_temp)->getName().length()*sizeof(char) + sizeof(int) +
 		sizeof(int) +
 		sizeof(int) +
 		sizeof(int) +
@@ -1683,15 +1554,15 @@ ReusableTask* TaskSegmentation6::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete[] buff;
+	delete buff;
 
 	return retValue;
 }
 
 void TaskSegmentation6::print() {
-	cout << "\t\t\tminSizeSeg: " << minSizeSeg << endl;
-	cout << "\t\t\tmaxSizeSeg: " << maxSizeSeg << endl;
-	cout << "\t\t\tfillHolesConnectivity: " << fillHolesConnectivity << endl;
+	cout << "minSizeSeg: " << minSizeSeg << endl;
+	cout << "maxSizeSeg: " << maxSizeSeg << endl;
+	cout << "fillHolesConnectivity: " << fillHolesConnectivity << endl;
 
 }
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
index 86c85cd..80290ae 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
@@ -1,13 +1,13 @@
 all:
-	g++ gen.cpp jsoncpp -std=c++11 -o gen
-	./gen -d segmentation_desc
-	# ./gen -d normalization_desc
-	mv Segmentation.* ..
-	# mv NormalizationComp.* ..
+	@g++ gen.cpp jsoncpp -std=c++11 -o gen.out
+	@./gen.out -d segmentation_desc
+	# @./gen.out -d normalization_desc
+	@mv Segmentation.* ..
+	# @mv NormalizationComp.* ..
 debug:
-	g++ -g -ggdb -gdwarf-2 gen.cpp jsoncpp -std=c++11 -o gen
+	g++ -g -ggdb -gdwarf-2 gen.cpp jsoncpp -std=c++11 -o gen.out
 gen:
-	./gen -d segmentation_desc
-	# ./gen -d normalization_desc
-	mv Segmentation.* ..
-	# mv NormalizationComp.* ..
\ No newline at end of file
+	@./gen.out -d segmentation_desc
+	# @./gen.out -d normalization_desc
+	@mv Segmentation.* ..
+	# @mv NormalizationComp.* ..
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen
deleted file mode 100755
index 0c98260fe2779869e555c90932a16de347e59271..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 492209
zcmdqKd3;mV_BMW)6i4EKa&d|{;T%Rm^b*8sK#)j5QPifCB2_4nwt{o8M5#3zhX~g(
z4p(u`RZ)yu<3v!e8uhBE_iDr|CW2aLE-Jih+Gnq(&G&oX_rKq-ek6UKXRW=~UVEQ?
z_BlCCF0YtyLicXn9P`uN`Lly4GssUA|LZuO6+H>#KYnL~vkm;akF%$<72saPp@N#f
z!|O(A+PwBA)p2^jE4DbII};<i`{@_+x+l{RfqzVf_=@rDk6(V}*C+4dJk6`)cu7Y;
z%ys1>tgn1zCh_LAAdU7j35p-4hkkkS%Zs0RbtHfDYTPjj{y#<ZDc${m5c~1PIiCKt
zuV{-u!7m$U;_v%kgB8Npu^nEYJB*-XUX9-=;D>qsw?8J&$r7(zT>_H7dBr;7&yjQL
zW(*&C<eZs@&#9|#T6p-v5yKB3KJ<u&c}EPUetW<MZBIOTDw<PyFu#8AKjyqE{Et0E
zz3<qi>rZ<B*`<e`{pMD0Ib$cZIVT^s6KD<aKZf5L{!hei^bYFQYpW&QdN~oV(+xHA
z(+Iy@0RJz5|1X69FM<Ef&t>q-<?#O^`2Pwa7t8C`&zxKD%<gqxueF~&vE8D0)#^pt
zzT0}kAKPtsZ~ssB@A=DJ7mhpcseu*mPZ;?_>z+%0uQ|v2$4}er^!k#9cWNGeY1d`j
zkG;L-`B(ca-fNvS*X7H~Z5(IkE|hnm7+vw#!oYOJp900~ith`>?27-jOx&|!o_A$G
z5enTE-wOt*EB>MFyXI46+W7zmv8#4oFOz4tZM(L|dFAb*p8J&HQ)T*lLz(tpC}aO!
znen>2OdW16!(Uj2|7)4?J-<vnH<uar^UJjVHq@u9`oC1h{){sGFJ<`A+jZT3p-kM5
z%FL_B%Cz%Rnfc={Q=e<g<oQIII*%-K+|4f&_wzDwhm@Iz50x3OY?(SdTqd91J9J&=
ztIG6uQki^kUF>Q;{7|O;o-%n}U#1R|%j9!U8T;4D*q>OYZhgv(%d2JT7ASMP|5T>^
zBg(8x7nf;&VVQQmEi>P~Ez{o*%kUe@#Lbs!e{GrmhRU>mK$&%K*D~$L%FLe!%B+*?
z%EVn$re8zK<X=~2J~x-KpHhZDxlEpCl^ORh%8c)=W%@O*OuybPQ_pA1w6m(rxa?Er
zc>J-<@wKH)e-A2Se_)w>&M#BXe3|2Mc9}dsEz|x}W$Jc#8UE@r<8^Kseny#mMwZFv
zZ)NPaE;Ek1l^L%m%e4PgnQ^(i%(z@u#{RxC$K%~)#%p$&JV(Je4sdpGHvHg+79Hn)
z`qyzLNgYB*_=Vw@0b;-H&&;1F>Je}r+1Kgs_*cv%2KR0Fvo9P+$gh5a`Dsi$-$*+r
z{C*rUgQ33obA|B#*kKG|!+#3ni+PsDjmY^c?(>tq`R8=0r}yxVd=AECC&*{H<O$P^
ze&$L3Ny&4d@ViL;LnZAez#j8i*U0&sI$Q_#UGd9cTrjTpNvV(YcPiLpeS(sYsn3Hl
ze^Mp&ci=j#p>bx-p@-tN*Knt*>YTar>Z=+WtLHaXRXJ7TFQ}Sadrn<LW9|I0bE+E}
zY8#xYaZ@H%&8(d-^puHX=gh0Gol-qxPAzL)D^=mf+4F0wXI7n8dtp@#{MHEOXPkUe
zWy7%Ax#7kOD=vWGH4Ce&s^`p^R|9HQ?ZTScaAV!PdbF!-7z&w$2M@2BSk+M5ST(1%
z{+!0yRn_$~s~Tok&&TK$bCuyB9~jQBoi($%u^O9pTNqhYDd8*T&YgTxW%an43YM!Y
zD*!_W&!}u1JfdpyjH<@@wYAX5jOsbn^)<Csv*yjOs-0imP#dgl9ApjZ=gq9GngR6W
zN~jn(A9YS`BV5+jj;jH?K{b#bv{YT!*Z`p@Ud3b(hJZ_5O%>D@iZOTGl&UGds*1{^
zswP*?7*{#8s&ZJ>ltDlYg*K@!^J}4i^A>QfgN9%?=7ph@(0oHhu%;3S(&o(pc*5k$
zd6iYvG3e4zRfWbuBW>Wi`g0_F*;J1oMCF5okE*Jo44|(wd6cBCV+WbS!7zm<R0L0|
zp-dV_)Xi(4$_yP>U)Lxt;gAn)sJp1v49oE9aJaU9rfOq&U429C{Kks8rX_6E9UE2p
znYA#J=GN9X22bjGNH7nKH>*wp&>R6~L``+Lx~7ij9ZZfoDB|RqVm@pJOzwKqZ#&X;
z^(I`oXf#scruns17u3yfY^t6EE!HpKiRo5;9@PB5s63Pvr%BZ~DB>ij&|H{jRM&<<
zgJH1gsDarTHgyF1xixA=V@YJJ|I3I&ATiS#91UFkDW{$c2NQH`VfBo<3kKmdsKKS6
zs`0{bZB<?Uta&)iIuyj#>3<j&@EFQ7ao()*ldxh~&764+JXb0k=QNB1w~|9jA5GX%
zJeq2zz@am&%AG%Ej=4nLLRl_KCMgurtQHLms>9GWE(j<8UzgHM_DVb)>!?7Gd>2Pq
zSJ}&2Fuba=aYR*RZR4!EIdjHU4snm?VKuNq^GMB{6Xbl|vBm}EznfinL_x<o&9KVG
zp>RCT`M=H<dO5S2(kYoUgJJ$O)O9s&?7;~mBkT9rLE`{aR7|O=99*U5GcBDR>Wa&p
z9luIgKWVHQI<Jn<VC5iQ9~+LEUkj_t1$4fk;}tqv1!tU^+2{>5IjUyf+;H{$T6ZC9
zz?3+nK`Nul#&DNK;x!(YaT-Tl#bJ3Gf{w!}1qd;m&tGP)(E(jEuO5c3siu))L2sY{
zZa6q4`QZGspnCqysya9uS2x1RsImH-(v)#bxd^ai@-mEPI6JLNLt&+ZaJX=SX!}2f
zs)SNhOp=r2|LxHT=}^7ZdCXnuC2x#vPBU_fubn@C-hB7Cb;rM9I1D46Mci3~!=<N7
z<4AW0ar|JaG_*d_J+JdQhISC{DSk$oGdm2%WI4V5cdM336GmeQp4((if#Q$B?M>C}
zI@m!$DT6v=SS-!Cd0y9R#jyD^XEe<+t*J$=LlHV|YsL=lYVN|B+MN@$V}ONV7%#`X
zghHGy7XTT<S-3TF>&r6^P8nuu3>xW<;=FTUmtzN!W&oXE?J<XYK-^csjtp9=uf~62
z5vrNj)JVVmKdqd@aOK495}h`>Sa~~b#mvdWZpBXOuor{2roj2fPAh7>%k2nM({3Bw
z4I(yhYR3ku&RMvyDqK6iVP1Xp9N3OjUEl*N932?8E?2?-ZUVyK;vv=5@(xSf|2EI+
z8)1&YrNLajDuA8GEQIIOz=;Q`K~B}w`USA3f<1Xd)7)AVYuL6S3}>IlS<b9^uw{YC
z0+$js=fN)ZysBB%b#ok;T;Un>&jSIkCg38&uyC}?)PlYL!n#IhZtdKfxnZYqUK4B&
z=Q|fP)Jw}KgfDbv(Z;};OV<ldLqkn<{VZr6j;r|?rDpbgXO?)#ejJ;eJMRM6L{(wF
za+Nc;x~|^A>Fk_1c5Ky<BYe(@6UH4kwrcPZgO3>I{yu1^`>XsmZ5kL4H70_LnSn!`
zvD2oFIc{9lpd*HG1FYcXVE0b{^>7)j_kef0dceD0Xpa_**}Ip^GB&NEjrrYpvBg&8
z!M~#w|F$)~Vhm*9B3pP=IkvGxo8BrL)801Xv8}vrN3Y$$vK#z{|KfipLU%&QW1je4
zUpMDaxJEVa&jb&=5Uz-~adv?F)kfb_=}rCX;0nIC)7RB|I04c9;BeFRH^Y_iw$8qw
zW1G9y)xmFDJBJBo{~pS}7i7S;@Zv--KNzm~w{wPz{mhL^0dM6TFSv$qFQ-!Qdykz5
zcSL$RGXystd;{DH=<dt~j6eCu_&Obua{3U%|Csv&;OyW%b@OBHZy=BFOPU{Zy^s7A
zhJ;shp9Fb)FVp;(`vAx{8xmg4{R-qSRlJkpJmIzp)x$`=6%U1Qe>{rkkz}c#;&C>a
zAFtvuw)q*Tc&w56@hKj2GCv~}Z|=FE=2tvS5cembc(`@q{sa{d6VCmarg)fE?oUYZ
zGPI=4R{V~xwc~^pkMBvFpM{Fo@1sN%zl$-3*CmR__rA?fT=9Jk39ri(znkKdir-!F
z%N39Bv74Wi;{RkwcwMRZ{)*2ieh<a3R=jy81Ld6J_fqz26u-CP^NPp!Y|T$W@m@p1
zYrEq2Rs2T94^X`GH#`6LQ+#j5@2_}|;tx=KKgA!Yc(39QQv5*0n|p;Q`xJk$vLB)N
zLlo~<ync=$p!ma-eNgd-D}I{dk5GI_@kc6tw&Hz?4=aAK;uk6&-}5v-5ycNRB)l$B
z{4mAG6+c|@%M^c<;**LWq4?#BAF241;*VDRO2v;-d`9udD1No#k5zn5@qbqQ8pV%R
zd|vVR+=}@rDBf>Kcx_ia-vMWFqvDTK_RiyW{*P6BZ^bWGyhriJE54uND-`cl{0WL5
zsCaYl8)cv31Im7c;>Ri8ulVtb4=Da5#RnBXLGjZRKT+`^#h<MB*@_P;KCJjt6u(gM
zlNBFPe5K--D1M6K<BI1erC401_*0dAQt_uLe!1e!dj=?{6o0z1U#a*r6rWN2bj7b$
z{F#c+DgG?QuTlKjiq9(^pUW~o1;tkx5?<RCA5#2A#b2y=N8Yc&y+*a-dn<m1;ysG5
zQG7qe^AW|OSMjyVexTxKDc+~}a}+;9@v{~0SA3n~1ByRa@j=C(r}$}#pQHGY;^!)U
zw&Lp*A6EQ4#V=HRSn(0XpRf2Oil49eK=X#)g&G*GK=UiTUv``=!_J8A?`%2XO!&9Y
zK7RNOF;%FT-vU1eOh$}b{bG*rc*MA+EoKNGhqwpg6yc*0_e7i|JQy)<U5jzThako+
zYcWE20Aidz#W3Oih<hUr5#AXwZcU3p!rLOoEosqDxI1FpiWYr@H!TK?ThOAH@DGS_
z>sj;={u(iEIg1YAwTST&qu9O~hyy-GjF&*gJmGf{<5skoBm6pI+=3P}gkM68ThC&O
za2hdgIg3fck0ZvdW-(6qLBzPlEJg_5jTpC<#W3Mp5aX7z7$STFV%$m=gM_a}j9bW}
zpYRokaqC$05xxj9ZW)VS!t)X1R<Y<Id@f?#A{HIOGZ5p}u-N_w_WumTUc`CAlM&-q
zu$Ut}9x-kKiy6YlA>I#hity2h_eY#0JQy)<^@?%Ahako+UNJ&=0OErXhY9ybJP>h+
z@Xm-2MjRx(En?il75#*}BR&+dkMO2uz_?{AdI|r47`JLg58<y7;})&x5MGNIw`Rrm
z-)a02<Cd(LC;TqrL5OpNUq_5vvtowuONenxR!k92BgU;*F-iDw#JB}3#tA=&7`I-<
z2;sXC<Cd!!CVUHG+-em=gl|BMTdZP`@YRTMYgP0Uz5+3Bsfs?r7a_*2RMAU#K4RQL
z6+MK{MT}dgqC<EFV%#zn+kd0+N9;$OCp;N3ZiR|D!s8L+7O0pZd>rDjh*N}*MvPmV
zVv_J+#JHs?#t9#S7`HOT2;l*UPedFh+#hiOaftBFh{qug65bZ^c*K6f-4Wv!rRXEP
z=?cKOH7R-t|9}{`Bt;M5uMy)`r05V{i+B>^_DwYYh;d6&%oBbWF>XbQIl`|a#w|!O
zL--}cxb-Ne2&WO_mZO*?{5WFVY82yyA4H5>jADfF-H35(Q4ABl1u<?ZiXp-`AjYjk
zF-Z7o#JGhh`Uziw7`F~ZAK{A-<CdZ5B|IN7ZWW3i!sjB!Eke;DJOeRq0gCPaq47r?
zLYyZ&88M#Pi#fvM5#uSnm?3-|;u^#$!bc;<Q+P2+crao-br<7=4?&El>|%uQ0L14Y
z4ioN=7*9aO5aFE>*C7rP-WKt>i2a1SBR&tYkMO2NfbkSu^b-C7F`jyh9>QNE##3(5
zA-onbo@$Hj8)^Iz<0-b7C;TpAJhc{cfCqguuH~Jx11)O<&Hru>P8pZYgiaaj1hOyY
zg7}hMGuZDG7C>QtipTL>8))rSymWsj5Y04p-;$$~Ze0JYydO@~Qv-)5;U&<#amPT*
zmly1@5~7jIPG`M<!j}B3KKm?2(mCtpS@?5=!ELBd4J`VW8hCMY4`?9J(jIuRFgnm}
zRp6b?jeXtLwll5u*$3O{vkx4lkz@Y^$B)yr(^POQ)I$NzTGeYSpt}9|GVTXnSOb56
z5ojLmH1%44Blx+EeUA=Xa%UAU0-tys(U>Wffkhjfo{rP<{O@pV1zJ|L!^_M-YtI94
zK@YT46b5CQN$b&gVB57&xfk#TU12vUSQ|d#6KKg6o`GfQS?p`^3TP@2i{d(s0<QOg
zSb|_IimO@M16X{JRzL&FautNlMz;qGYUfJ$x0PUESs=FSt4Ib~qnKQvTQ1P*^m)oT
z=J2NJ|D#QyInxd8W;P9R?SSg4JrAUU=>=Loz~l<QY}wLG;k&g)u`tbrZlehIxvmzf
z=UQhA|AHw7bEVHsnZ=pL!&HTS0>Q1&QfPxJH0C+#-)Pu=sYd$!3bqeQWj+BAXo)Vv
zbYf9FC16UmkWwHUjhhO^u_Ct8A7Eu#V@t@%6x>I?Z=w4MaO8kFo`7ILP-uHt;`M^W
zfMZGGQ5D|Bu89vcF_s}Wnk@`vXok8Mj%RCvvyNe!;7aMVPy#<=0?iw@^hrRW`b5WY
z6^-|MYpFL$%!|ev;=OozH_QvUKx~DVTSSLvjK%I>!fli2cA)fmie8%AyFufNqg<OH
zxo|OfTz}}>&1rkooy4b5rC)+Xsr8msftC*o8}zt+hFQ0u1vSPNuWO6vxv(r}3wuM8
zFW@evaMRD=+RDQSz4<HKQ4e30%AdFrdPuE@FjdZR+O?|N(VP{Ei%^J$xmQYf!b8Pl
zCR;dZF?7-kC3pdNr?B!V#~IV|3V24yGlsF!uTu&%G6$v6J;rJ@56K@7izScRo!ANS
zgiiQz62=mo0+~wEPh%xx!ek30I>P^u8)pu!Y~n__&)LFyhDqvaws1`|b<@m@Qy_h4
z*(+)r7>{`lFK&SJ2>Ae#&A)eR+A2;5S<9M0>%_v$z>w`}73;J3C~znq4*vvNUIst6
zZ5sbIczhg41C63z8l3`-u7|}LIiGNT#hFI7henF`U_xXX6w|(FdJc0r;r@0-H)s85
z<|4v<^Ap(Z&K%YrlX*>r35(sUXea4}OnZt;3O5mBh@DAshZT;?dBv_t`Fez_1}*@_
zgA{gyIbQf4@(3(?1<w!D$DDcA%XrGb6UOrH*xTo)QMxN|lMfReU)s#fp1Z=#>@XS8
zdU9DSkYf0@90JF?h7oHx6%Aw2I5FA6x!*&8STrecI>2mnHXtZE>=7^-X?2aX`t6ex
zzLl)_pgny#92Nf({Vmp^(Ugt)+0_&knYOiJxaG$!TX1p5Nx-Jr!YJStf6`}h9OqL>
z;HJ)j^Y=qwQ<tf3;EWACiv#D7i6u~I`%>c9!N@`AJV`OMNN*yEj@-BD*hsJ{<)TXW
zgA|P$3}(v@1StT(ix_eS*}{1UOZxE${1p(aOuB&mbU$LOLyUGzjaRNaTBv|{kqZ4l
zp{@I5KHJ~*B=rNYXJM&9i}Y?JQ9rikey}RzO#KLQrX)b(FY-j70019n$Qfh{_W*3B
z5%1P|J5G<%POW(yJC!Z0x}%#j^5s4^(23|pG=%j9GXrh&w*-9xzXO<!&H)>mYj@yj
zyQEZCP^(ZXwBot;4g9T|JJ)8g4l(@HD0Qr136%;Ncdp$C`NLdG&>|%9-)`r*ws#kS
zx9J?X5d)jKR{R@{Aq0-wz?-fDvZMzYHq<>hRQDk1HWaiC{S6z6MMKEM5=sayr=bqB
zfO^~BG7D~foTLazF|<hYCWK}|H=ZL&c8s$T+48w)AnPd>&@An>bLizKu<Zn^GMrTE
z?V*H_C<!pYmwrc(q5!OC$YHXDDu!W<0cwz8NZ=TTL4kuA#s%(&u%xuLDH;P^+T1;A
zj4D`%{MxA%%J|ePJCD(xog2Ce8!{`}?~hR+XeeVF+5sDiMRUl&!eWKz?xTUolMq8)
z55z(qCcN2($1xj`t!xTd$D4C_FvClFKRXadlbT>P>a#(c`OqQ(YWveS=pLmg0Ka6&
zVX}n}7*gt>W*Kr9vW1llDK$_Z0N6~&9~}937?uvhr;lQFvW36jqK^C_c-Dh+J7t(H
z>`HA0HVc)8(+c>|%&fza%~q_zHGsD1FB}N{EezfObW24ZqVcIPTX^AXI7^=qh*e}T
z+!&mCtrK&B*whR(>&1d`i%(Oq1Tn^&#{O*X8JlJcZ(|5)?H;UO>(qQ8HgOGbIce%P
zq|L^<X|W^&dpgK<xEy#ZF%h_y!)=i<*cJ?=i541}M1(5mT8KD-Qw^gCYZ&!`QoUzA
zGThVC=un_u`oN-Xj0EQV6XX?(p(Np@@xvdaiAVwzEU%h;k}JUhvxQelO2j#hkWFJx
z<&&e1P#Qr@BOqx6sEi5nip5asn8tk%P#Ppa8mFr!59c&EV7BmQP9sTaR7B*=w+x2e
zlwyL-A&fapmK<Io&#4hOWRUNezyX{936Q`V)!xHA1t3(mkRd+dr9-kJDbf2Y>$fOf
ztUyJ)ZH9y%$DxxjbK)K2K0=FiMI0NiQOz91K_LQMPjFB=PH4Dk^#59<E|bOS92DBG
zNVSC}=s(B}Gnts`7<2>&O=08Ts%BnNW&Z&9xH>vlk)3;*ewrZ-1GKW7Ax#c|e_=@T
z8Q|3nX$Awl7+|p;PpGtEPvKAkJrn6}E}a*8BG6_(ofB@P;xfV=fbK8R#u!iF9$8g(
zRHlw_n+mqcc5z<^T(Q}8_lxP<NFVRgDWO-Y7Lvl<tGI}8am9s&yF_sz;bto?DBKjq
z#f9?&SA-qAl+J_m7)p1rGIfOOtGK+lcT-$WxNp9)#mETvk>c8gdlk6i(Qat3gn87O
z@=A0mj>BeJ+vv(o?5-@en+kUBdX_EB!sfHCTTt94mAdWCZe}?+65Z%l49z8T{Prt#
z`wDsvM@Iy!_1ik=aTQHIKJdOqf-l*)56`eQ9b0drIEbz3h<Q#~lSM0AXRz%%UD2FX
zvV~TcvnRU+it|c^YZPY=tVxQC%TyhuICF>{q`0uy?E;)!O|HhONk)ra!OO?#_G+>>
zP4DM7lG_S8AmC0PAa^Ib4_tcieG(7lN(+$hQXuWdz2XZRPoH#VI77d{gBS({_5%oa
z8v((HJH@`3fy7)a%hyBqQB1gT2v)qU-wk#TZP$q2$~t5aqDCpF+b*G;kZHS444?bb
zUP7{Iwy^Qvysdu|CtOM3!JPx&{ui}n+}RBrwt@HKz!7BN{tU)nCh-rvA7aQg0NmvP
zDZQE`+S*)0YjGk@j`|AaeMr%`!NfX&Aq4<<6hqD+TNntixVnqZ)WUTHT}Rp~=9a0>
zRIm<#l9&NsN1l2yRWU_5B~WlXb2@KaGbF{(BHeB~^8$61H@a}g4vo0Q-kdJELG~B&
zY@h%D&t=FNWDC;)!p&dshTSB-l#WpRUhGu1a2ebIaIYhu!|B^fSG@symK;`3UCCi9
zu>YYKIej<L0sHP&I68dT-w+1lY()y^ByTf!tAuUl8=qr8Dpo=oe2ioZ)AFz=xZBK+
zVTQrZZn<nT^B9G<nL+AVf*9jX6ZO}%m{62WvxV6NIg4YkR;^Q4(s?^pv0R!OhP2vd
z#u6Utjcnkl)$1`+=}ZMC#rxiNFm!i>&r_%bohD*2l-z#Ngxn)Z)0G6M@ms3NyLp_*
z6{IIfl4{E4n$p--`Lxl<(~c0&R&57DMRDwga~fV;=VLKCk(mNf8aLfZX^;TsC#oj*
z;55h;q{BE3A6LUqCk{%ZId7}M#|x$5!!$-n8jrCvdAa*z9%V{n2TlWhFzbwJ@+KZa
z4hZ*`NlN%RjgU>__s?t^DN3Ev2x1!JB#nWb26?&rW0l60cThFZ2h$iyv3R=dz-e$m
zxc^NO-w&Yk9hG9C%Hc4ZLl|>7Lvpy6JoWxqCD4l#KnF}<rE2dQ9-0X9N#YYZDndn4
zj{Z%b+6p{M>0$+7e>_J*AIzbXvOiXFW4B|+`7}LN1>K#4LWFGLP~dT^N>KstL3XnI
zWDDCfq=5nT4@$<p>im|W7c&O+Glm|4Ie^7G-0fdT=x31L%cbK&-wm|csz!vnR&inB
zE&{Ijsk@cR2wkI0Q^HMBTvE7Ez!mQ_?mP=VJg=KmguAwIY~ijeFQy*r&UT+cF^Z#H
zyLPcF{L9Up?VjeMIa|0at3faJblp5c|E<(5!fsyCuSYjJ$5K{4p)V?R8^>;b(a%7)
zoAGQ$Zb6~Pmb&fCZXwb4LwyGOn2Fk_)aO&E2u!F54)zcK1P9sL(G}R|Na&4Vimhpy
zz2b^yp~@CgE@!9TZHfy@eU~WCFI=PIe8Pnk=M`>(;yl8Q08X}c-(V3WqeZXaUQTW8
z0{yXw&#%UFLCcB^y(CuBODu&itx?vph3H2B<=nB&U5=BD{sRo~R9IXD@8yG(YE2-;
zXY_k-1+F!UO}g8}jkn=>8Q!d`fP&GwvwZ`de)AYAHZ=vuHz>5QenJZ?8p8Si6ADec
z>$BnaRtgQb31B9BU=z!24elc1l_p};q0KG@T{@qFwo}jqHUMWB)+uy|*K}sGg$*C0
z0R_Tj{zb5YlIixT$vf(WX59DAFH{M~a42A7Px0aY#2SKrfk!e73iL7z3EYWcSYUUC
z5rIE`2u(?e8)c<T+)5?p3h}PkxeoSo7m41)IwX{&R;VCXo=*jdBNL0EkiMMksT|w#
z($4nKf0_r;lq6A)Nx)4_fmIB10)q_m0>?0H7dV)q0~cdh+5HG|W$&k|;f#oSKyF(i
z`R}8uKZL3r^@{tyKcGx}0^euo7q|*w>+Lu{OG`Ebt{O0W@XBruJVpQ;MtTQ)@djAV
z%uIu45~3MsiD%mCWu52tp41Ay5uK!nRM^8|!>F4GyG=y9XyPNdir}lLpl#yoc{Da5
zWZ*VFytLgfwfN>1NCV#cWeMAc(IZ1XgqGb#dYlC`OTTJ|bqK2|_D-@9*|PT;tmjzI
zuuj&jAI*B61vE?NZR_vj!5B-hN(YA=@%221Nr0kX$5Vi!0E{r?FxkTS4C5FB)ENvT
z0xKDY1Rl>YC~z3Vu)qTuCI#-!Fe9)x!*+y_H7;65Oc_hlqJ{hE&_#R<Ez;viqJx9S
zAVF$tlvhp~`r+In36T2zJR2zhz-0il(KQf<7SPe~@Ey(^xC+;6Xb8@6rL*<Pr8G(O
z0lp8M*W1iHt2Y@P8|MXJ3%q^luECA0<GjIZexA_LxzK3IN^+8Eh}Lv^^5Q9M$OJmn
z=r+*JI?#4*AfFAiCkBG|6iPa}Akn#_Z`|Ceqr-Llhm3CH@22CovJTPmICR|6+varc
z=nT`4?dY5EMycD;<BV<tJ%YM<XJ>#LC}{%?!9eh)7R{Q35(3xJP=`U#L)~;!=L)=*
z=v0BBI<W_gZWG%Tb@TpW3+s?Z&?a^ZYy?Y(I%FEM6?g;Q|8y(hH@Xe<5bCA^UN?}(
z1{#Ec;Pww!KnW*YOBL|3fV%ts;~qHS;XMqJVrY>*#U5*mmXaD`#~>S#Ew4z+S&y(D
zW}U2AU&4Bv1vE=fv90gNYKFa2Y(%!~J)ZR(3uu-;(|Ui&nYXido{h+sy|-s?4;~8e
zydAy7$eQ&H?C)g(&C)Y$>sLu#*qe^0Sd47h`%%_|?CnSIdh0!o)ew90UMohn?0qtx
zi{QB>_C~Yxh1PpJ_Kvf6gpJ6Sy$7?NVm-+^S+l+~>lqf%EFH70KY~X-y!DA{Ym~N}
ze5C&J4pu5k0xX#4Fr+8|r!nL(*}^!6VQdA|qZx(-9?CE%a8HJQfjcnt3f!EdxE_Ju
zG31eg_rDnOz-9~YFr+yHabIE>$I%D)1jC5Hdl`lVCK&n!UdhlWZ~;TFz}XBv0#9cc
z6gZw?Sl}pzDS?MEObXnKVP4>l3?1q3mba<<K7s8FBLY8Xm=yRf!jjX*uGe>3v@XZz
z-OOp@C%7j^HyrI+QiZx%Oa8$+41JEG(8=`6S+tfQ<35ei3lcX^{;(;$p9=}$lRsAu
zhFMjT*u^HWUF6omlWcBc(~WKuTZOt=O-H$j#qn)0o~08ov64VLn}%$lOLd?hU_V|`
zfwOd=cUgxDglwQMYC8vdz%*n7?WzN{7~S^hCwTbG?NOZ@$Y%px)I}h_X~+h82pckE
z>NUCz)T#sF6$o!^9UEw;E&_dsk5=MSO*YVRI?&Tbw}A%eKucN2$%Aih@)#|j*|~J}
zrXd^XBY1k#?a|3bw}GBP-Aslf+(1biXml5WdYOi7ps)_~WlVZ(0|j-US6PQ1g>9e@
zYC8AmHq(#|w6zX&iP3GKuOg~PXS#v>HqhKI0u3<@*+6$-LuNAUVssnmG9Bp0YpBQ2
zBaaQ#vx`8lv!R|0!*rkrjcx<=)q$>d1Lf^Xa_bC;4iEDn0~>u@P_C!5QMPbLj820N
zW(7CCK}tVrPgFg5-{vJXL8-${1L^@?2pr0~kG;_>{hIY&#e1G0d;8glZ22Vl4eKEm
z&@8>idM{x$!royvB3t%;jP*DRXqI-S;?)afHlEcKdneh5Y*{~_^$ZJWmOj*aZ_jF;
zy>o0tw(LEG^>!A}EIrD4zr{86;9(Ej9(sw9EqnjWx|ansOP^-F<E;AGn-(e9_8?;K
zr&$lOH=3mzt@mVB!|WYmBeG@h3t5k_fM)6ItoN?0CfPgAMr6z0qgYR|fM)6C*878N
zXj{Xo-20(3**>pfC88w279qZxAVmSVh#`l`7UnYyV+>Gh7zPDSVdxiF!O$ykI75%X
zgBWt@vxR;PX;h)*Z5Z;f!t>u*P7=oy)b$MG0{_V{BJfRyA%SfSg90C8=o6S^=oNT9
zLr35h4C&y6xD5>X=!NG$7<$BbDnq}(6BvdC9>p*za3I5+z&|l`q&V9$^a=cJ6?H!(
za0A1*z<(huIpyzzPm6XuZ(R-Vk-BT*7JL>Hb-PrZi@G_Te8xI1OcaHtO8Z&hR1)YZ
z(~w<!_tk-JHo6VeO$WNb4V1BguEIcY%0vdX;_%Y;CQW5{GG_^`iFuM@Xp#QF&hqva
zUNQOMElNEWBU?U3cE6f*59u)nUee!M@5jkI!D`g`3MU(N{I^%B{v^OOn8Og=aW<aC
zki%pPCo`nvK^@HyJAuYNhLjq>eG!(Fv<7bbm5kk67pk!vYjj)EM^QIpw;$_JKrdxT
zT^M>MmDEQ)PoU7&<5a$%bktQ;6hBEZv`F_Oi5BbIso)7#>DH$dW!)=O6cV5(r!k}e
z00Rs$5O#Yc!jgVo9PQN4bqiHLryJe&a~0~QpQBiZeunS?I@$kDhek^R?Q9ydbM#Uj
z=m*&DmmCad=|JzY4uO0&&=+TP4)lO&$OhU~2Wm08?a@yQRFCT1K#mP`Q5S*yrXd^X
zA#BKOdAvrqfm(GS#|@Oj2l2RcJ9QE0L)gBT%*Eq$pr?&)0}arDma-0|OWHuoPw!m1
zdee~Y(MK1k9-VA-8|WF-&15*j4HUM4Mt2dYmubib3hO{$!uGvnG6Z#?S6PQ1`E8&N
zrgiSoZKfd`Xlotl5~JH5ebuCTbfz1~V*}0YBG3@ikPUPPHe@ElE=IS3F4KX2gk3rG
z7<!baqm|Z+o?Qfboeewee|4Y-jcx<=)q$>d1Ep-BTTkm;x@yyq?a|*GRgcCP-3EFX
zbu$_Ebpu6gput@P+6de8lIdNe1FbQ-4K!8<TFE+;E@%V2b}BRqixM*M1_`{h1!bxI
z`yyIu!z9JfB7KHkY6mxy8fQmJ9iIF}#AmP5Sx>Sznx$u2@1L$9?+kmV*obV|dk^-`
zv4Cdju=Re5z1!J4&qid+-v46V!Knz>BIv!`dM{+vOKO7VD_o1vw55~Covi!V8_m+|
ztoPBZ2HD%sMr6yet62}RfM)4mt@rO-(+GQq*@$e}dq4J$vw&vl-lw_OB5mxQV(%my
zku7_F$$EwbG)o7pcZAhEd*|4QY}xyM*4tS?vvk~gAIGYP9{*0zk`JXtTlTJF-Aj55
z&C*X<@1Css*_+Nxa4mv}y$@wQ$lhp{USqviMR+E%cZiM1mc74WJ;Fj5y|<d?R&5EX
z30CF(PFgnJc@F1Clms~KAIA{gaThRzA&1Ep_Gjo9wJ$@jz^xd11pfLgwan##zqe*c
zm4}u;V#uY>7G7tVqFQDP&oYb)e3)TG;Oz`U0<UEl6nHs9pTICfufS@Cj=;$b=_rD%
z#xmr?2>$+=AswNh9>9<fQTY2whH*UfK;4>QSm4Gqbw4Dq$S^4IV}=odZ!k;=e2!sW
z;3Et@lJgx5{Q|FJ7#0{|m=t(E!<@hw3>_JxN`^jx$1@BG9EPxDYqkKc1xgm+we@PH
zKh5ZN0e%T}v(g{MI!rkq{^1{QWCEvjKBeqv8nUO93w5AxFOo!Tpwo4rw^)Zjjt%r#
zuydflnucs3j}8<yx((DmSM{jY4V3%d?a>8Y1UkkvWCPug4Vlyao<_HUuF`>ihie8t
z?I&%Z9l8kg9vkY@{-1TACyZ_b?X3gd=mrYgK=)4ST)J~jL$*in&rv-ZZ*&`I1?pxp
z9O4G@+d!kb2-M9qWCP97fj(c@X);XEfnH=CCWFTYdiUhcJz8cOvVnT&Knsm-d-Mgo
zOX>D#nj0wJ?oNifE&?5C8nS`#eN}fd^f9^(bde799c<cpGNf!Er;9+V*icUfd|%ZK
zbf3{}pq+G}E8Rd58))go&ZRrcG-P|U`dk(0SfkrO%TYIzVJ|n3-v&COi$FiYro3bc
zs?ve}VRRd4v<~zn>o^%~pjRh!?oq30$oA-$I@P1|jBW#cfV%0?Np7J0ckX03vx`6j
zOhYzMOb6<2bQ@@{4zw0F?J^l`pdU}_+@ojMP)~;ab)df(-3IEZ16}9_ir7F`cM&LP
z8nQilcD5>=&*(PLt*D#QdE7ws_qlwU*td&7U%~FaWHL<FfwD%ofd=b9_p=U@!E1Z8
za(w5~U1l1xJu04~dUUqYZJ^gsH$D2Z8>pR5ueAG`)J34arXd?Bq67Vm4?K3f6ByEg
z-e(<pl(B)<jqBW_hfPB^(C#|WHAc5R`gNA-(Hu8W+y=T71HsJ$WMT;v+V-VwC_I_f
zNITdRNinoY53)Pdbxow^*pX6?#mJWTw>w-wdY-+}EbX`6%h}t(F@(QoW+Sp?@3&d^
zkRC%beI0i$t3LLoi2#2vfQY@XXWh@<XqFD!*oUziV(%auku7^yvL0pu&C>T;?{B#(
zarTa|5!teLU-nM2fM)6EtapmNGwhvWBeG@h4_VK#fM)s~iutUzvv;12$d<kT!n%XY
zBwXmAch1Hh%Bq*t1g)iT4M|HXT|-W1-N)W&rmrD?X`t~8vbUd&$d+U8#oi$n&@A2i
zboY8@C3}ZiMWeLes<*HjCp8gaBeLbTUt~SW0-B}6*85CWGwhvWBeG@hX4Z2opjrA-
z>%BLt?d+XrBeG@h3f3Lmhd@oyd$IM-&!?(*NlnmZ1!_ur7OLsi?CoQ3G}E!~X73<-
z``L(WIreL;hgd+fbi&4-$!dhX!)!#h?A^+GoCP#Xue9C=vYKM=BpZ<}drxFN!vdP6
z3)Z_p&woer?44sHvSsf+?A^`+nx*@n;m(E!+1o=OC6b{1K9m-1+4~*Vy`;y`Ous)l
zhgCm&(`5-<mm^~D8(9ysH=3o7u(6LIHNk4sXWxTZ@Cc4@lmxguEIdq*q5%AeA%}tM
zUxprv3fI33xeM9C!wji9;CnkmE>E^_EyEP`H(R)zVO(ICVMJgx!;rwq41)s4GV}=?
z%FrwD0EUjh-5AnL$Ln8)Jk{avA0MLr(oqCzks%*O*}}&R<9K+0`Ub<Wz~>l-1U|wr
zDDV!3K7rRU^a_kHbOfHykd`<IG=m|paoIv8Ls~vTJ)R-2pV`7NhH+dMK|PRRSm5pq
zLjrp<^b7pYgVcSWz^@s41b)KM5%_n8e7?#So@Yp>LWuh)Lp~S6-~Td9;yDh~IK#NW
zMGP|n=QE@eA{f^&^h(?*41)qI7)AsRXP6Rr5W~E{ehfWQ=WQ7J1#WtPx*rj^o?%Mh
zKN;o)zRA!d^Qw)ZU*Ka5!vd2GlLD`2m=kyfLr0FI28KR?GZB{D(6|pS4N5kUJDsie
zbyphQ?t;FDcRSrb5}w669O)s7Li@S}e%b{g<NlHGQV4FIHe=Il;l1VjwAr0o!?ItJ
z*bXMJ-JUJPz~*+rH?T1;*#}NT-E27DWE~O<+r&N{O^HR2fm_w^qCeMV27E#%Y@b+_
zzt5olJOp_{LnOd7+LIx-n=R~suq69QCOeyb8s5=#vp>@4wyd|HZnE#=W}mUydolZx
zK<i*PUow8D=s>HCZUYU{f$n1+dKb5Wp8hkHDM@8YpwKpgmi%lXT}Nl=6iG3(NFQs@
z2448gQ)nv3j+8p=ViEDV<V4o<?2Tsn!@ky@OZ8_p>ZiYPq52<sKh>WEsQ+#E5u_*p
zV+=VA{LM1MBt^{@<}r*53^B|IJOyD%NpFO!fRd7KK0}RNgVAkCKSkY)T_x*K2QPj|
z8DG53Jht=L9by`?lO&-7ZEJKJs7VL<8ZJj5Q3%vd-Jx3jb_|W3L!Xb9K%s4ljNRsQ
zXmmUz#n2*swjH~fJhDD^q}1Um01=N}E9-vtMzi#6>wO@p309-Qb#BM!{S|(NHy^1X
zc>ecZf)oYD?j4342A=<A=!o$X47qpN!o3W=q9zcQjNON|oyP9C)798LZFF1G0jQg?
zTgo~loTn&M(&eK%k6pcK$d27d(^R07jcx-ygSrWHgc~Sj1C8z?P%qPv4HVXazMLsN
zwt<2=(5tLNk0LhE2S<1A(QT$78)$1C=n|vbKwq7vdUU26C};!C#XxXwKnC7hgctWu
z6~gfO%OHhGilIe1V&~Hbvq+7zBc%=tHX@#lf3TipZ!}B4WWATMnqlu08<8!0zrcEq
z1vE?Nt@jzMwzGGhjmVb07qRZ(XGy|F8@;z!?>$LPuo~sR<D+R*dpFugNr0*U!CeF?
z3cxHw4g-Jx&5(Kk>H`e93)#Xg4C9y@sI3gc0xw}05;&J(P~h1NBLXKeObPTe%nKX@
zu=vTYFcu{TTKx=}c6PRWG*!=kqubf?4C?OuXC3O{p^xOG3XL8?v&Bn=O`y=W%XGZV
zfp_L=Xg>J3=4heM+{<U8nqXC*xxY_Rkx777W-z1x04o_{AdGQ5!jgVoS>36h-%nBf
zoMm*|&v#Ha{XBtn=%=5eP(M#QiuxI(&LmK9*XT25P(MQ?#n3{31Ym}$kYF_$va9Si
z+!GR@Cl}pG-KGEl&tr&zu%BllEa~SRp-%nWM)&hFquYKKD^)+wW*z#Oq$t$SdBdU6
zl0d^uLw4dMu_3ds>uYoyD53-XTt$gOps)?J6$XM84jK4x7<g&xD-&m%YAR@)q!?PH
z_acdID9qz>r`VBFkHyHA5A~Z_&#*U|>A$@hL~4Rn`3qj^_(gY6{Yij=ufLrjMFIFv
zh8!kac#~lSV}RPmFf8yfhDm`*ge4_i3mf*54a>yIs-!O&-Inxl)Xf~dn{_B)j-pT(
zo)}6c%_9>_pwM=>l=P`8Drq}OF|<gJvnAb=3Z7uK!}`ZPAp!dN!EIC&3IH(65CdTq
zRst-}z>j?{>Fm$2$uH?_2;M(+=g<2_x1IH)ZaTYyb?B^vpZ&|bvsFW=vmRvNh7-K#
z)n$AL`<q}@uP!%o&Llw2JsEPl*}~7aLTe@2A7!$$v;S^*3)9Vhcca_vuRz`WanG-?
zcjql%#%AA}v(HiX2_@`xYUlc`;1=|IAYPq8!ss>wM`zIFW)QI%TsfHP7v~I=Fs!n3
z2185)TZ22`O;5K5yBOVOa2e`m1b>`vY7n#;^u!EGiv2np>aGscfgUuv4b)c$y4nro
zwSjIOL|yf9S5dHk|8OSGlc=Ah7+Rz!+vB3=*`$Wpky4Mv$d;FyLs<{AH=3o-vEHlT
z+cKc-Bzwo%h-}&W8`e`Spjmp3^<Khip1pHyM7Hex80+mUpjkR>y~mT9U{ybhf8$^9
zc!`pL^PeF_0r>MWQaMbvu#O?7h6nhE48sCfGYkoQhM`~JgA9EFZ)NBecn!m#z)Km%
z1=cf+2&`h56BuNe5jX~6$uw$)3xtvt=UaFe)19w1Mz_=GE!53?9m_ft%J&QQotD=r
zM|PgC{Y^vmz=-NVn_xRmiP%83I?%_gLm<ZnT7Lx1R}V7q2PE*~KAZk6e1i)Zdr69+
zMfw&y>QkokY-UGF9qtPw;yH6M>p}MRqxap`dpA-Otm<detCnISQ4(Mp<ZdR2?l>!6
zWXNIQ^RF3tM7@WhBk(4MK7mn$C1aO`E0mJ48w_uwx?^|0(QQe0M%}EpSFsKWhbRh-
z-Lk`}q+w)Y2_>9(GL<aC0_tt|Q%SOgE2fbYCn<&&>A%@(6=)<9tm=o>2i;8NApy#B
zcY+`V0C*!q41~p7%#ahx7Mc*2)Z^(>JJn;rcvX+3Mz{6oj=HJG0@k4({$DXD)nmzF
zRF5Ds@GTowIBFtvx+H^PCW4*h$#E)!zDBnhL{K*w{0vtSd<JxEpshFq4`-l+6%#sV
z@C3J@PYZkN3~n^K&0uo?GBC$;gPTE)3Qsjyd?=(<($(>%A=}jz*pS)k9%6JGD4_#w
z>jp~NKzm>y`1>bh;HyL6rR^!1V|(N29^UsRDTWs5)pm|8K8@5oJ5uVg7}@gi{1EHy
z?2TsWudVk9ta`b^T<93tviDrpeWb_GEWOcs_hvQ3-aJuaWXs-1vL0q{G)wP(ru+WZ
z>(s9VtNQ89U2eo8L`lH;e*-~^0<ei8hk?&OWr(Ta!Ezcy?gIS%2Sch3s3RG2d9sB=
z7^bi`pzgsiDR6s+Ie~v%Pic50(6<a7fuAu93d}L|3w#k_$u#N#mp>(ISp5lV8hrtK
z`I6JZ$*7wn=4IBQP~MH0Kh4*F45Vq~Lnf9`Li4!JN6aD<!A|526)J;jquYu6chpS=
zW84h#)KAJ_GH1|^4E!Of6}oki!4`Z(vg6-}ovSnW%;+|Q@u-_)_664Qz_EdH2SKAH
z#lG1zWV_l;2fD!MHqhtCt3ao^fg(20IT#4;uya>YXxo#fH+(YJWI8I7B*oA|KNXV0
z?K2$F>`1A@$4epN<K|b^bL@>~=_BoNa|5dmk8wL2ku7^a!@7s`7@DO=SnnyU`q`T&
zN{npT`(oCE?2TsnnB9%k1grXe;i~I!yrU$*p_IFpAVmTAB0~-X=YNKn8XkA|Fyt;|
z3pX*O>VO($$mPivE?^j^YQg7UFpLPC#xNyt9K&{jM>EU|Jd~kN(%6%sSKtl^OQz8z
zxQ-~9uj%8|5p$%`?KHXtbu(Z4u#S_4qR<iJJ)rY^U5C#+c04dn(ScSO-3A(@1Kr0u
z1Pa+ePw!9jHH-{waNwnFq0HCxB$|;Cl459)ZnksAdkW8HcBItd19=hgoH>#86niJp
zyVZKH4Wf5~)u`V-OK@lm6N!=l1AW^y1koL5MT{Ybf%ktHhDDvnFeEU<FfQ;EfX(zr
zrSM6(SfbK_yb_<l>{#FL{c0d*k)AC~8L2)gcm4|eaH@Yoa}N9zU+UuiDLvWQvE9F5
zyEjXncQkRa75)^e3sE;8&Wu+ekQY=XLtUW>vSk2`8#3<uuKPd_&HJuw3ZMVm%I~{Q
z?Badb1UIaAM~+Uc$>=t*JiIUI&fKYPV)#{ta<-X;iIp58hna@#O1l&rG8Nd~=r+&-
z9cTmW)42jUTY*3Jr3&PcfxA{%2y-LQ!ObXKtdbN%i}ZbV?#<$@JANG_I8y3xYaeZS
z=EhjZuWy7qL};e(%MK(p!D^I0tdB<I{HxJEN&-yPwJiiG3c&Xma+qx46^4{Ns4Ey^
zCvckI$B<G3xD;VYNk4+EddXxx9^T4zOZtq_ZAte>-K;u)VI30o*|B@jizQ7E6RXI`
zh~5qBK%b}jxu)5|R*(>WbPRoJYe`~$6WEURL&vJbyhgW)wW4kkbKJz@HnE*Bv64U^
z!bZNN0>|k<PaE9^8lVF$WgWWZw}F=LgB6Gdk%8+QcyTAyL;SgOA(CQfk$%ojs-5ua
z1NNuv$RC#(BU_$SyUFz;d!t!;mGyq_BwkF}JI+QCd|~fRtfyE=!b|#1>zyDq!D^I0
zFp{R^r&nP&q9njPn#2&@ahCZRa+qvk5W}#j0~m$`?!quAuqQ*mz@M+AKyiWV02cdo
zhdz~z*?w@%Q!-}Pj#87Ohtchr)uV1E#}_A(KlBN|OjhRSPkRAb5-81vdTBdA2fD@R
zHc&4e=pr{zhWbS1Y{fuu=NuXM+kbd*C&#q`8o)eBF|^Q=<0sta!g|DxGC9bWhxb1`
zy!eH<_%0)QtI6>cd*j#XLRjiJ+_<Lx(;FNAVjaJJ7rfC-uU896O|Ysb$BR+4kCFhh
zVK76A0&qWu90tBmh#~a=)Lsm^3)#Xii>WE>HcqUs7-E4Cu3<=t1AGl($#8847cnLC
z;sQ9!x~tiG*q4)ThwD_-&AfPnb?A<t>O#Zy&pl|kf?O9A^qu|?jaY(JeW(8cPL~8o
zw?9K}H(S^aVDbI!J5TL^Nztx*Pr!SeZWjg`-FD$d)XiDGx7&q~?ZTh93&^y+M+ZDy
zuR;dqEYGHJ{oBk7@}9jqC-xXzvy{}fzfSBrquazb!JC$DZRfELwGG?EBK@hh5oF-a
zdU(;b?Rg^3_XMlDwi6*wXov);ZQB(Dx!r8xF@z;E<NL9lvOg2EGh2sujBc|(MrZ#w
z)*)!zX8+QkF#7~CG50)|h8eMn4pcUU&wuYCp^yn^$N7!nDj~noZ9)&BZl<c&O(<^@
z8iWaz^!!)YyO)gH3?1l0quW5op>D3kpJp9;p0t5h_rsn?Q^>$AB`b{mGxa>f0_yJ5
z8;_4ADMwNaE%f)R^{XJYogMRRM7F%Pjb<Ic>>SrN^j2T``0?@RonSQ@w(oN9w}_?&
z2{2P`iV&nI0HX{!3|#*)q~t+8hhYkH0XU6eQs6j-lqsl3BP=QXC1X03{wsKo)SYx^
z8r_yYi@GWOF|0$O{n%~34Ks0fDt(X&kx;_wW1t2l8Ek@mc*)?`>I^<My3L>hbu-J-
ztV0GKo535qQ3hVl00no9-x@=s=p!kH7W(5phw=;vu_N~&Mz%c0aQ6>qRhYfeOrL>%
zIgZAd)o8?y@#xEGP)UH1NL@ydq5!;$A&1EpZeWP1;h;7%^ayNZ7!+8`&@b>*fJJW?
zS3ozyRYpmfHxE_=-C%TE=1);KWv*l$k0=U7=bf2-q0y4@Jj66)SB-=Yw5`!?pe7yY
zYuLL(q7W!z1O2uujb|JgSZ(3O-H&V@O(T*dDTWs5kL`wWCXaT89VvCV*Mx}2vz7H6
zd!w1&ZXQT#f>nJ5H1ARxKoVex@|O^#C;;DK$YJ35KZbFN3ZMVUFe30?hADvwge4{Y
z5H|BAV|UyjHFi%M-IjC!>SpYgvJNH9QxqDz<-1@>6U4;aGeZ()Fnsqqd?7b~A%tYL
z<zhbTKH9}jcch7K2mD^2%I;4_x7jU5-DLNlW6XfJ+w8XG?1-`1b%*R$IrypTYzp_k
zA+geOE$0UHj(8WH&=RBDgnooKF5QG?y9ot<ht_#byKra7vSeIFn}%%9AH;^t8G9e2
z+dx<AKwDrR&Qsm7fjk%p7BghvbOA5!RNv)Tn(AJXVrY^6(N6UX`Ml<1N7;IlEl>5!
z{N(LtZ#2_e?@{a>V(%auku7`AU_HzNn(2k_56aAZ!MM6EJK-YihWi!bPhUuoqQHT&
zoFRvS@Bd>+JplD;hF%N_@M4A@fpZu-0?%SdiG%UU0K2>{YsF_bJKm!D1>X5|$Lu_#
z+cEn9bu(K}VjcRFqsVkDo$2X3IR==9?Bs~)K;4aQ1I^We*21n|)<GNS$38SU;>f@{
z2rusB_~mF`2T6*dg`ON|;+YrLZg!N(kwnD9TP>R+_C_;3Ire7nJbUNZD1$HTUBP-g
z3uvZS(flZkonTd8mmRziyAdS;#_W~_1Stx@R)!oVTeyT_ilSx<a~UQDp3N{Wa1z6a
zKtIErz(D|;=}soxAI0*Q9@w+ss-a|(yaVr0x|8Gt(&4j2_E+~uzx$ffPtjQ)^1T2d
zeJ?Fi`g>{Lp?)XG5_ao$o6t{s0Zf~77QR&o&u=zDI~~4VtOqECxlKUhw~N7Z5r5#X
z@cE1l@HI5}?PBz$G?(B3(F$Lj5}S(Oa^xW+x{CgRGD{F+ylEQ$g#<Cp7PckGt$m7_
z*>4w1%D{h!bcb&j^I>n`TARXAt3xnTN$M-=IVI!;i?)8!$tq5Xyx_tfolRzx^7BJz
z`jP-W4XY-P=bCZAY+))%3Hmz=xVvT3co^#_X@qPVeoSM3Nn;H=lNUV3)G3YOoCXPy
zMo~5SJlBo`!uOw%ln8P)!ZwWql+Q<$I#nZtX$+S%PT@4j3%<IeQyPyArfQG?Y0OYf
z4(BvDAbkHBr$Nuu!c4Pi+yQgNRAaJDBZ6sENE)xRGkL)q9-Yz{$Z3!OX?&uZe2jV^
z0pa`4NJ@mc8Y!E`?#ky4N}Z~a#5AT#8e=&P@`Alvr!?*wMAaYx(wL%}9LQ;KK)9d4
zY0$nL)^D3ee7>#5@ivVNrco<tJjc%D1&<hXN~1rgK?0=lrfTvo>VX7=_y0&r&~Xo|
zpG{*M<?}qHPSwa`8W%_!!#EA{f=|`#l*Wxdss;&=#tEv){+tE}gzrD&G%`FW{1s7j
zz+Q2_t;TShhO-&cxJ1%;l%2^7Zqb3%@qpc)(;xxTctJIJBlW=jrrmo<O5|kSz?OK&
z^;_7c@ffAf>jtKAouqLPr{SacF>j|dqDS(&L9J#BBUBpOa~k9d8Scet<T;HXIZ!nk
zRT=|r8h)^7yHnCgvNL(Xy3r|(%|}ogBtWdcsV1Y;1NU3!ZYC+w&S`{g8sE&b)wqjN
z=XC?qcwEx>6Q@C5ux@lpV*#f@0;F+>N@Fv*Mmb=%(1+8YPhW*~!=^DyrP1G}5y3QG
zlr(N&XY%52F6}rs+7G8{pbwt5?omxH;50a3wy=bxgy$>ldo*R!_^jSm<3_3=uN#=g
zJCeqBoCbNpx`ECe&M9@A1__YHo+^!Ya+QGDLN`vs%W33n8q-u7+uJlUn8v>(jm7Lt
zUa)R-N@ML|R1Fd!jf85lj?>_P@b?cSCFsx5VcoE4yffEUBT5zIbpzA*R?_%`oyiN<
zjZSGy=QK!wG<H;Jtfd}Ez--}1ik6^vvSDAb1!D67J6@%+nNp`T9I$BXb~f*3F5ooC
z3)T&E?l36-IFzbE0;F-3YH~WK!2#j(e>n~Q-jb-#rt$I|Ta5)a4KJo)zTf^kb|x>_
zZ*)pyBBwzDq~WME{y{yEfZ4*A6fNPEb;G7{j7p=OQm1P8F^wIi8nZc#AjOZN)Ug_?
z4&il!T7~bwRZULhG{_Y)Je$*S@O)stoR5~TS4oJ5sBQiVt34$8Dn4UDi6CqYEz*NY
zqAk}Uw1QVeVCOF14MT>!;U7$=e%KnuCPvc7TBo0By@if;_|ld!D(@BN(db0*$bW!-
zk8-=P|7S?4g4)WEx&-hNhWr2p?Ee|^XEQ+m8PXvN#*-M*!U53F(7^*3;2?&y$O0U|
zkd}UcyD+2^62P7e=`;!O=W{WCxzi8Ne>05Z@Pqmx!-&Au48sDSVHgtlAj6=*TN(NV
zUc=BQ@KT0ef%OdOLJs0qF{FV47zEf%-<AOvIC%XD<B@@vHuHUeQGDJK3>)B1t@~BT
z!E5OYQSn|7e4{B$z2c|=F#qsIP(>2C|J2#<xuh>TEC5klzpog{mnp*iFKg$1KjQOf
z`mizOZ}V$`(iRsRPQH2&?th}`I<E=M-|vW~Cm1f8mytY2Mal_RskoGIqZJny?oh==
zgxg(lA>n!`E-2i0v)xKW!@_-{xTJ7d#btzh0=S}YAGc@)o;tTF({?dkf~LJ((@c>~
z&sU}?;m%TAT)1(H3kx?)aUtRMRa{WG9Tevm?my?)UVDZ6QgI&P-cek8fpdOdaXH~0
zP+Ug1gyQ1DEmB-WxVef833s~U{K8cz&L`X;#d(F>OK~3IwozPAxSwa)8ia-WTyZJk
z-c(#txMviX7w)f$bEJOPE6yj}rHYFPSEsn7a8rRRzPqQHT{)rujP$cEom$VMa*%F8
zxLp(%5pGMZ>a}p|6&DolL&f=pds%T_;T}_*N4Q%R*Zwu<ca`Gu!Zj!^BV3i@Qo^02
zxVUgfDJ~-1eu@hT*GF+d;eMNGYv2>^E5&(*drxtWa4#sXU54Z##pQ)tsyL7MHY?6A
z+&smFg`2Lpq;MxHE+^a&#W_;@eH7;tZac+=g!{F|)*vq27r+%m^o_yz9nzi+Jam6o
zrjBqc6_*$Hdli=xF0QzYaF-~qUAWo66~FwGne2WEbBZ$c33sgGyuuxf?)SOwk#9Nk
zot0@=xXm+c$AiLstvJ7MA1KZ%+)Ik{2=}Ps+P~qrw<s<z+?9&U2sdAGDdEmmTwJ*E
zii-$0TyY`c1}H8l+>VO#3Ad@**1#*=I>kA{y{ou(DRrCTa>6~RxQuW&D=sPA6^e@s
zSFgCRaAznkB-{y#3ko+_aS`G6R$NNBZ55Xn?ibjdn(u1&NPpKV&M(|siVF*uR$NlJ
z`xKWG?gqs<GG8uJoKLuO6&DijRN#v5?PiXM;14{tMk`alaEB_+E8Omi^9a{NaqZu8
zd*4;rGUSE(L~$A6vWiOy_k`l&!riI3h;Xfn3kkPCaY5l~6z3CelH$C=jZ&N=+(C+K
zZ|A=4qPU!JTh6xq%?P(%aY^AmR9sxRmlYQl?lHxMgu7L7LE)}aoKLt0#d(FRQk)~)
zNs4R#j{A0$;&Q_6r?`x8eH51z?zgjS4dTLmrMR$g?<p=M+zX2H3-^%Xe8MeNoJY83
z#W}*wQ(RuA{&dCVgga4jDdC1FE-BnTii-=ko#HaW{d%UYLA!8YD9$VSy{)*QaL+0(
zBHaCoO9^+Q;_|{>t~ig3?|F*z3wN60BEpSTTuQhj6_*!o55;-p_}E%;e&K$cZfg)0
z?lZ+Dg?mGBIpLmGoFnVYJ&N-QcO7uW?RPfISV-uFNdLT(p(8?9s}{n-O+?ezUDLeK
z!<A`HxB-ew3Adx-lEQ5|!*)C_+&aZ&gnJjb;v_e;|3^Odo>itk;qF(QN4Ogm=LmPX
z;@Tz5d5ZIj-D$uT|KTwOa(?2_er4J&riUpmCtN?pWrXXgxTJ9Hr>jZ`_fN%zg<Gw-
zkZ?~bE+|}5aS`FJQCv#6g^J4yHxszx=Y33<ebVKL%G4{|NX2=CI{@A9cHKil@2E_J
z!fl#nd+ir)9dN}O*F7Wj+sZU0+_Q>{3wOWbBEsFMxUg`SD=sPAdB7D5JDQHS3q3`d
z=7sYsE+^b!=>CA~?)jOgN?&E_2-giwFLO=Xh5q_9TaUbOA1E#*+)Ii}3iqhu!ouC6
zxR7vHD$Xz5e8u^MJ6myH;l?X2DBN(x#f2N7xQK8&DlRA7rc-TyGs3L{u2{2!8HC_3
zT*bGQsb9Ef73UT1e#Lo&yHRnDaF;92C)|0!6$|)$Ha)5p7kY{^jR@ygTv)in6c-Y%
zA8^Hl+hq7x?oBssD%>|yZ83bpeWW<AaIY$^UBdiLae3ixS6oK87R9B6Yf@ZNxN61a
zgqx^1kK{5^agJ~YC@v`6PKxsj_s0|{%|+XpY6mxRY1RR4t_S?Wy{kBnaBYfngnLkN
zISF&K;xfWrp}3@Q^@@uNcZT93!kwVFlyHL;*Dl=NipvYPt>S!=^DmXQzh2?i0#~fs
z)|4hC^c%`FDcsYFiwJj*;=;mRr?`-C7b`9<+&RD%|GkX~oe?^S^qVg2{SOb;NY#Qz
zxC0c|F77)iE-&04lWoUy!W9+gNPF)CSDfsI_6gmF^eC5334On6At~IAii-$$x#GgY
zou{~vaHlCQDBM`Z`Gq@DadF}H0Is;Kx2dIX6Bn(gGW81Aeu^!IBiug~*Dg)2R$N}V
zCl!|yE~&VTaMvi#BQX{NSNs{DZl)zKD0H<l^$Rx<O<#9SLqZQn`U#hg2)&PLAuQZ>
zXu8BTjSKx#5a{z=+WC#k^e>>zLeMUzuPH7k+zQ2Igu6>|DdA#@OA2?P;_|}P0#{tS
zl_^PB(m7d~hJ-s>aX#S=RGe41ofYR1Zu2DDy`XSkE6y+62f!68-E?w7zo1Mr!abz8
zq;N|W7Z<KsaS`F>DJ~`4bl{3>@XvxeJi2^5(l5GnyI3EN^n)%P{+)+$H`Q=RxbBMc
z3-|5GwjMs=K31GpxK)bt2=}<+9O3RzTu`{Hfh%t9rr0iYgEGwvSEaa&a3?7)CEQVp
zOA5E2;^M;fQCvj0-zM5F=Y;zTxZ=#7rskeMxQaPz%8w7;iPawH+Ihupd8yq3u!DQZ
zKGBz8^WXO{&HIHuztqjoZb8vcLASK)783gCQnzi`Ei8I}bZd6qB0~2lb$b_z14+h3
z|6&5TO>o_kLjN6TSrE7ex3XJG^oP-{uj`f(I#KF2lihNnH=*07_!vIVa-q*IbvvBh
z+C~2}y4~-(Ih%Q)4k~r~1v-m2@kQSn-NLS$SLpVWO8WK!yZJ=VfnFTxy7`5Erqm6`
z7or74{|mZxcilolUs39Y;|p$K(PyCB8{JGvB0`^3>W1Ts<0kr{=ysFqmK1u|Qa2o5
za7&5)(|B+@%XP~L{V$+93^$H1xaCBD9^DRf-SR@;SL%l23vTVAUx{wt!RIaTa64N-
zg?HlTmAc{hf}2P5N$9rHb@K{6qSOt?7u<ZJ_d~ZuuA5)zZl!KGzTgJu3Cia4anSdP
zlp#;`91=a4h+w`iSi*hW;~~YtEoN$Isp1@&y3LC7f5mq56z3Cey5hXTov1jEa6^ED
z<Q;+gE0gwh+`LC|dEtH!xP6k(|Ag=VP+Ugr{-L;(a2dtLg?m_W5#g38E-c()#f5|m
zD=sM9nTqoZ7f_r}xS@*k3g-n5N@AWS*-4q0M@s%U(d|AzAkqdqMIK}Gyb=8UGZ+P0
z*5HW8aEges=#>DxJvjZWm!}3=zN`#1Zx|S8xfHCLa)H*0T-yoqJkodwi+}E$S)6Gc
z49}c=hwZF@xd)H1e+QOp+9rslkMd=M<6*3doAJQHw$2cX&5%i_w(4|S#`52ovjp1+
z?G_(5ZJjM`J>FGYd+D}}<ucV4j&E_6X{%P+n$=ZX@6e2tKAta@6I5FvY^%R%Ywaog
zEM5Pu+KTG77D`)=YHL?)>n%LSrPGz#19(_!;Q93vY*p5Rckwo}Dsa``!WMa???Hb&
z8L{%DRa!bKw^#*_U*!|A%G8bu)=T1y>ZnkCID>srf%y?=er4eQI?MiD(Z$S|1VwRY
zS+i8_b+9zO`V{KXd6q5fs;wSfwRM?l>jrGA(=40NRa;ME_s#6TPVyS8+ByN->NLxo
zuG%_Jw{^R;weEP^$4%hXd6qp17M+fyeRNx9mffP-dKBBzv+Nt1P%_8OESs%7E<uly
zSvDIu8U15vBDk~cWUK7gQ5kBLZ8|Fbt@0gaW9KZ^OX9rWQK9<qEPED}|816~q^_5Z
z?V@T$3}Z&~NwJ&>mS&bMgnAU=5A%5~d(MovYU@a2db@7xRk7@++Byu{T7RiAuh-_L
z{KeyJ=s&=9{mH5(8?Y_z`HNH@xAyN^<^GP!N~^?B=~yjT_<gYO7hvJf2U@1CSw9jC
z;5T?)aSX<K3I1GZBT!&KPoO@Ct+h^FQ$jaj)~yrsXqo1&kog|eNX5oL^Q9ZN^hv;3
zr0LGrI-hc~6&uiLy}z|$L!gGvK=S<ZCTig2PW)Qn;csI5v}GXG+R<CKEa}l)v7uWh
zyENM^&PZ^`9h-*}9X*LV3MYG~ig;Qs{k^4WWAmlIcWXLm5o8XZuGO^n3s0_?=@iC6
ztn{)cW;$&MU+^C8cM3lP$GvJp(-+{R;1p7@ed4n#)E7&*F_3)`I4mme0%1x2@P|hO
zEvo~+<^s)yZpyZ$sU7UwJ2HZrH+ZnUmZqQD;4LMblp9;8{xqf~_e=|&f_`XA9pT5*
z1;r@H#NEj0alcxp{tjN-<W&3ENyvJEXQcyMeICJIn>McRwG#Vs*2{6+CBR&v*why&
z`wTGUb~`A&a@09^{ujzZw!M<VOfXDyCWv$F8oaK+%E0fpKxw*Y4U~)E8kLpGz@iPk
z@s!*0d~d4c3f_DtHp13?LJK`nJ)tEw8#LIj?APaD+Sv9vcw(f_!BgXX4n8Z{=iu5@
zpM&RS`W)Pp>vQm>Fw<kWt)Cfa?RmgJ$}&0vya#0htx;?=5DWHMNri?X3Utdoi@!^K
zehi$K@dOTjCD4)&G-vt*UM%zsyqND9Xo>cNCbCi7;d{Y68{Hp%^I_|;3aDUoAiw~8
zIs?A6@J3%AcyCS6MMmoiirxA=HUybqFSq1cqPrrDMR&m$D9qt7xm%gUgNDKeV#joc
z$HU2_b%pqIvEB)^Y(lpP-oCJ{EFDcT$fosn?ETEZkUgmyjr*_Pi<TcZ<hf|fE6`|&
zUg%HGXUY6BGu@r5USe=Qw@fX-v4``z&<2&j8CtmgSndZN7PQphOrYcP9;gkNLbEjU
zaDO@tnpzIra`gPd+<~cpeoqC8yzZoq!E?-(I-4js=3`Ajqw`1T{|D02)_Zshr1_O;
zYM0U>)~n{uS%+AQkd1YS<tM6Btj~~^SSv7Y$5;cQUj?)LLgsm}1xy{fW)zkIS6i2=
z`!k#q`s1Jw2jBmPHasGa&|rY6-E%?VO2+`kp#sK(0_*{;VLe9URBwUB-W`E`xh)x3
z9Dos!=o-2}XqmbiEOY31$kFJC$*e}W2f}V(1xbj-KnyXeqR{XsW3-zv^S7qe1r`~c
z5KAh)id_1Y(>MS+41-#++MOo59fL7og`kVim)7qM7LovUVmC|`^ov*rUr2zIGcgh`
z?;~J%yIjSV!H{&l?vz)4$6;*I<+_q5)JDt$SAMfzl_}eobVHqr1i8ZJ^BqNrQVl<Z
zLy#LU1iE1i)0=t}TJboVhy?<g&ao$wFIB`?_Jn?$Ny6=q#5U>IC3w);n#jWbKTVRS
z<S^||HyCxVf5(xb!xWntGj+@qoG7zlqAY=l5`kpl{|fk>Mq>@#Yph5<OUFO)@Xa_>
z%8JyO=kQDeJFyfTRY~y(f(ToNqnXMUK7|&>wY<u0W($u1e3sl=Cq}^LjtMPaOHtkh
z2~GhWX4v9SDi;46$Z6mo!K#m=`_AyOCV2HsDK_#UoCFG{H&Hk9;kyL>tmaNgFB52O
z%8i4wcFQ~IC34aC44Sk+)|7d+a1?g5In#UnjubMEv39~zHNP@@`j|7voK<FhY{3l_
zE&vnp=z(LD#&<rwukj)<u!{hd*}LGdm(>wU?tzl?9s@!x1cxqWbgL7HW*WzEJN^Ki
z*?RNufr0eO?M}sL6w1hK#p<O-g)oa~ns+>=Wak2Hd$>(1;aD75nkMC}eagCTiM8}h
z?N&^bRtbVH?SWQFxP@L3i%hSG`*D<DKesJ7BAQ^J;oxbRm~ls?Lp48u!To=(<`X=5
zU}(Ck<|jt||3x*MH-umou7rxFprXs6qDh#q%i*AaIZN}P1!fFTc!Xz!x&Wyd%<9<0
z42%wV)12Rdir#Uy;G~2??b!9~2IW+(cp;Yp<dR=M4%&qb;4jW_^0wgm1p+0Mql8!;
zN~#=V*5pW}DKwZhUz&HCQZgIN5!dSXl*}BSpLn#kOQ2Dd8ubTP$bOWZoWRcm4VLES
zSNh2gq{HzHM=hj&iuDH-`v$decU7`lP?st?Saz7nlS!fl-}uvkj)w^x9!_B7OK_vl
zJvL}Pv8c;FLjSUbzhf1tu8@?c<XADa0K3Pz+T^oL`%vO{0Mn%}+2fYpjY0M|Tl>x{
z1oX>hPQ%v<S20~(#C+IAGacuhS#6*P*HRYnd2skjD|EJSzi`jct3EsaeRJ16qFpeQ
zin?(<xRvkr`OrkiZhwLdbkD5)b|hg4aU^jJI`;j4M||E6!nA^guqgwF?@Bm)QxjTX
z!z?@3EaW+^<rRP_9P<aMx47>EOSrR4a23GS6IwnGw0w-@_Izqz1MC{a`_khmP$4?h
zArc+xH{c@Jg2y24Y~av@lT?2=bO1Ev!4}=Y7XJPn+}BruA`F!;j&IiCS<#-bAHXoM
z`CLB)Hl~GVhF}FL{<TB#SNQu-q&hY;4w@;Pd?fJAuLR)~?amdSSw<i|I7T=0W=Fo$
zF$O9|eVBwHn_nrN`!pEY!fa68A@0~9txOdg*Y5!d!|{gWXV#`;sLhIv5D}zN6>H{y
zV#d7Wo(=RJ`(qr3QUB={4VDGEOgYX$njm}vh0e%BtI7Wda^+cy1%%<0(>7jYwEFwu
zZVN9u){lp3(O~z19X8Kbm`ME!RLz!`0xdbXMDGq4^6=6l5Zk^7RlL=i(6UzQG=S?~
zz`C!dw&CJs!E!(liM9~Tj(n+ciV1f2Mx0rA?1N1JM-g6OR#V~M!6%F)s|#I2Xrwo=
z*cN0?hReZl{Xk=Sa;d3m@-l3)`4u0{)Q+o_jN_FYbYs>JZwXO+xc%hEn-`c1{@zdh
z?p43zT@bc`L*;a6#>_fcX*#YXSe#CbtUdNDhc_1G1l)=(+bh>UV~#DK;vqSP(uKp=
z&i^S$@kz1dyvZ%XbcZ{C)P#F2Jd<h$%aCaaZh6pBG|4t*&VTM9Zs&h<#*2-nz}P)r
zS*3G8hjsh&L$_>sv9OP82cEFs!1Qrn9kW;1yvJ*oDvmkTTqWT=UaePKa0Z+$oJ4(s
zSxj?g)eCszs6c<2Cu{HjVed`gqb!pC@d*$Jmx(u?M7+QYT#p4o1#x6haN`k01;tf7
z)(bVGcmTl=$v8&iDvHNyyjE0pjRzP}!+^*{MG0QSlc=cAI35vDql@zUeyh5lV`c*Q
z?!N!`{eM2MpO0jo?&|8Q>Z<DMe!BV@f@4M_aZ|tXy}jj;i=qUZcaTRqYO#ZDT}Lg*
zdHQN}taVf@B^ocn&tr!GSBF`(A9Y#Uj-x{a%DF5GI?Q>%<LtB-%2f@AjT?4)P#0YJ
zQZj8`w8Bt>7J?%Fkzrg+B5i3&fz`OINQY8QI-L1kXctGhzjUKGaDXloM^^vT;V~e-
z9>mv4NXz{m5HJ`v1#gpx#K+-(odG45N7_E$lon3EUu_62k<U+POlkuy=x!{ad%%4^
zf{AOpdI)&7aRgiAylmFuHBt6Qi{LW|pYA3ZZbm=w>X;-Y$`&_LsS!d8r-ansWrr1*
zg-n?;N1)HtO}g`%AQ68z=!A&TmI$82CM%nBzg2XLPR(QZV$m7|jmmS`p_aN*(O)+-
zI7%KDDuFOYp>ZcajdHp~=5OpL8LS|yP{_)Z&ChE^Hs_$XCK7)E*YNgT*gl>}xD6K&
z%f;Lsq9dYMZYEP)%yZe{iSBwo%mu=DKy*Do5<f<31cKfrc*&%(RA?-m-ob?oif&i&
z37+WOf$b*f+8fw8+<&ngye<Q;GT6masP`r2;!FgEa>sJ<8WGxf6w8Po3?JbNt)EY5
z6o_A!2Kl;7kAuW0Rs7FzO$PErKfn;tVNcUO0x{`5edvKYAn#Lst>H-Q7OYv~s5`|N
zUuYCmq8HKOC`yc%pp{0ld}+nxL@0U`_-&+;9L6YdaJatgKoJZ|p5hjbOhsbR*V7%u
zIF5j~N_x}kY%{D1uN0u_NI~H|{zjx6kJbTW%bqeijhGetVh+etTqS)0!UZn`CY0l}
zI<*ID$;A=7-n0IZPEpp3Hh|9z^xBI*CsA*__|u!I?amP9uLV$&kkjo8GODYT_~=$M
zihmJt29`&@RnNsn{Nl5P3BrR3yX$Xz5deH?%8#u$%lkuCx9#dKdUDg+m$aV#c`jPF
z@nbJ?v76P{_F1$NzI|E)*mBb9^s%%q5ULtix$pI|=BGe}!1o5;Os13?2{lQTjYLRY
zdvTiGq>Gu&EAP43?q^ebfWe(_eKHBqGa&~(I?9-eb=O)=pmjd{7OZ1QB(}^s(bvlK
z#9-U)Z2(5V!2}8Y#*!m8x+#4EsKFDi^r3Z&QNfboIn-ke{0{fvwB})c!zzz}66r{T
zCo$!4DVXM@E+y5bM0Z~P4m9*mt;UuXsQa+76&!)`Zlt^f?#GSK0yT><{WK_(*hO~1
zyah&pBP@eq)#^zSt#(-fesE739@UM2_oQ>ZJi@vp=5<En#h|`#x}0v=2JFVpibZma
zfDn0jOnt=(4ccrd_hgO%&uWQ2D~LMAO>9si);Y#|FKb)FCz;ln+CnNY{!z$O*5CM>
zbl%L4j!^o7ztkULl>kS*1WDri@!j#SWgwfu2g>oK1<tD&*d^g*dFkU&3Ta`0O^Di+
zvk^GZIjhd-2{ZYt!pq7hFAJ4zW<hVpM3(MhpDw|Z(Vu2aXHn`$3k1<*1aTh_OM5QV
zgpf<c?L&d8VHzHw1A3v5yO^Cwqhm6`y`zyzD^RzkuhupYx_WVRg!}#pA!?4P0KQ(;
z{J8c}Ugt;2>CpkU5c<a2K_=H$gJUqYU-sro1N%MH?}~(7d-=6qqssi=R-kPfWV@}i
zVXuOFvlD^@<n1{1Gcko)Z)P<Hq^VY^;S7ZuVEWYkqhT)yQ#6~w;Y4%*B)5{%Vt?+t
z9?qp07tz|C(E)>Ad7+cemzP9%UsKkz#y0)77^Cz-*%r<_LUYpjXeS)ad02-69VeY{
zp!vYDInYYC8Sj4*W!)CE;8>2c7ML(r34zn@7c(FhrR0nrZgJl}Hlh<$z)E$ka-KXR
zRIts(O?KE>FjA-CJA|S8NTq3X02@^-9_rs(%4vC5?`UTmvCDS+Iu}nkp%bw4fOkNB
z(4zbN4!n%VJ@4b<Epk1DzQ;!&!skbDq(05qC_E3ExNbQ^2y{V+O2mPS`L%k$nV!o>
zk2diiJbK@4w+T)?{Z+uJzkx@eQ-4w(b2#-y=p)mqD^X?w!ey4OWHeS#E#fwk=kR|v
zR&HhJw^6eru~lG1IJV|ojvGSYd{xNZyk|(<7o*h-$R_lJze(pSQcI7kL1fbjX81l-
zE->Z#PjQ%0gv_(YGtD>o7=6qLY>U4wf+O74S1JaFTcaQ4;s%gM@8IgU<x^u2_`Ia^
zDrT7WR72PPr*5|a2%+g>(gG3+|B97(S-vCoD^Yb*Brl;me>kIq^ZGDZL#5r583Uo!
zLuhrf+Q$nlO#QRK(`>>&>a1UXWYvT>@LbF1NARo@Z<7(_<|r9eeNhu2W)b36JXeid
zHYz>=Tj^gc;O?8V?fa@+l^>MtfEC2D68!T<$*9=3k=RN-t%W!~y+e9Cyyr$Emj3u2
z4>!TBB%RmjN2(_{!MDf(rF%w{&MJmCj^Yul<@V!FsIM;D&v1k>$FS4e{W1^q<r^<r
zXML&um+$Hf%^QRx9I7tu1=AM)IPAD#C1!>jN#`vK7v06oZR1AU4#nEV)s6riZ){X=
zmN0e!FI)Q7KkB{)!ZT8Bmtdz9>JZ#(j73+WPDDRo8^o=XS53XLKTF)`F$IN|0&pU>
z5P`Iy7V+?^st&12DC4xrtJY%;a^=Ya21^#OCv7`GNI{X?uA=4eipKJ)4gs{^_p)dg
zI-M(8dRH_ifPZ&`AEyqlyh`9Piwe5qEPmTzor@rV-*$hCTP^r=P;iM4qDMtbVMSvL
zD0mS4k;C;xp~4xrvvW!ZVU|$w+V(~|maM&8BmpWck=@<uOe!p$DQsw}co#aLA_tvG
zAH)_FEnO-aTdO+Q(=alWFJmap7U$K5Kq#So{Tgel3a=}lye>4QC;sg{HE@Q+XEWAs
zA?8A2DA;b*U<=cie8@`zx9qwBFoU+p{MVQ2e{uly)5yZFkecJZn}DC{w=fcWHP%#-
z7*N$2xcx1D!mA2^I%q*7h3Aj{HAq)_TQ<S@*dhBwyYT0d(0-AMa2q!z_%5mSvXvRD
zM}EPDaQtwS{Ow@=cEo#A?+t^@TKIYntO@M-eY~lejhZFl*3gph_jyagtMPYDNFc34
zq8m#0VIL%~TUmGevuD%@daEF%Z_DX0<&P8Fd2lJSFsaqjoO_QIdhuL}X9-6RWRa;(
z;O#E(&w?j|$4NR73!YzV6!g?B3`DYgHj4P4G)R`$>63jFD!kf6u(r|v=pKOmb#o#g
zH_Lee5r3?Lo3%u~r2IpIr^hqMFqCdXN_E%$OVMBMpU#Tp*8-4~Z?P2?K9arVV`nrP
zd4+&F>1`Lw{lvoaMwya}MHx_w^gcN?OL{-D$W&kVF3I<#*X=X|?ozd*FbIhM4(Tl@
zGTp~ZYvNnPYBnUk74Nu=&lcm(5Z_xEW=~Q^8#V)fULnM{?OQIEKNE|J&z%th(Lt=S
zD*O;6wTz?l(AGj~9e+Dp5()d4$9}BJb01%o+9lA}WoX=lQ)K21Rq_-Oyr9d+V55C~
zq`F4N-?vaD6l>fe=tn8(V%k@FD+eaVC3OoU9xPu9=S_Y{c7(D0ZT2VXhsD}R@n-O?
zqKN>+_kYkd)|@_2l~d@63enB1J(}!zz}HAWQZs-xx`!(g^Wtt)BMikME6Qv!*lr=F
zmdyZPEfGP}e0U9@m56^f%8x9ZH^BwGgC;6nO1t_(JVKxb%~evn1k15TaN8W_mW!3?
zK`<V#;W9`HjBW43^@0db$iI{__wUfq*Gz)1nGNb;Ev2)txm9yyEKwD{5gpAgoL5eT
z)SawOOTssDTxNp|z}C=}m`60Lp)1igr8id9(D=2|gNxPBzes7aJb|D5&pi5k%j}5w
zmWJVH3=dI;H}(Y4?AB=Xw<qU?WP1ceC!PJqh_cA<0{j+Qqo1Hb4K#vL>TKvCMn?Q*
zUqB@Dcb>JY*EevS4&A5<FAzAwE3CXR!Xt!0ZV+b|3pUsD-HJg{(FA5s0QS~ytD2O-
z8vi$V7JOpmRQ{fzEu8*$14e!(wpe*{=MX&L%cE{lW<L{?;U-)GL?L2CWRDR;0oAJx
zH?ZaR)ZFUQ20SMkB1WDUQn%zK2R1Rl-*Z49f<CPu{>rH}+<z~Mt5{Bh0&(O*>HQJM
zFG%mL%9UUbX8=y!i|KMdPun_DYbzE{@_A?KT2(y%{@ZsA9r`80r78QOLy(Ts8cJ%d
zkXmC%U8qz@PcPjR3dQr!MazmrUM&A~`~VlV;GoJ3*bmqwToS&Ib9_~B(5h6W*w4q%
zrrd*en4qejWd;pcvG#*V%!*syB6nzkh}dILMN{1vD%4iAbt{~457>%9u$^9Zz{Pru
zMS#fpxXr36e4ikRmy1Ef=)$TZahaSWv9}`q=t-sjAsiAtJx~a}Nv#3$41~{b^?MMe
z`??4lz)R|ZY=pnz5>HT=nvq@g{LWf+p;SSqU^t);9`g?TH8fXA7v{h*_Kj9JMR!Xr
z46A)kkM{`cu0pQc5csYh_>U`r-KcH(o#5#W1lpoTAWo>8gOJ@)_tl;(^HX=(T~eD#
zT|cZI-?FWqkyfGt7qL5;_u6Ns(gPpkqwdpLpl(1Wb=_|Ds2i0<-P_;@-EEM%ZM^Q5
zeY|n%zT5*as#Nm{Ze({PsrxHNluW~Z-iP$~Zu~V$Q596wRo4MfPj%;XEmqKn|J8s(
zC8kL)enEFtR;cMY^q%s@KF%2WdLYM1R*%e|KMIl%YhU!;yjCBf6~n*;v7G}AO>x^`
zW5Rr8cfhE0uG4NesEBuY;1>}b2lUz9l|97C-Ya@oZ`|4Hu2NWwJe>r&e9p@4lU>am
zE~IuBFvYVHo+W)efjy6g#TDI!olQ9s31v*=Rv;9qgkm*~sEOwfxCL(0f!o{@KMLoK
zyD!$9;;8vN`OE^(lh=}kv(dGQ)(4Rr2{MGh?P*UM$M+7_guI&kV9ggZ-8Sj&0c=aX
zn&rWo4nC4Zs>>-E?fCBm)yc(Mxp8MjSFBigN$8@pcHk9ZAC*;WJXF!vqwLf4mWXGt
zoW+_^=Y1~I-5r=>cW=k+kldvP;&}3JiRfW`heCT4BUu&3>hQO`!iMnrinhsxGyZ@k
zIwO>fml**8YcfRFnc7jY;gP+jdb*Eru%Xm%_y>fcmRk*a8;3mRYlZaKrGP#DmRjxt
z;~G6SliEDsW$n{$ZD(KYYe1BO*_&Rvm@3|26KWU=V#(4LAPOkbmn$jgPO#4>O$|pH
zpl|R%pko!Ns|6BFBMlIBkwE<v2xkyONWBw|cw!*UR~lfJ|E2RG!cYz3jo);(?xuAn
z+Q|@qQ9Y$;SL)b}OAiM)fW*;Y4UQoxpS-@fYzzF`wX6sJ?OE0t|8|QW<O7W8i3SMH
z+Lo^$Vv`tm(4y!A?oI??qb;%04-FOph|%_J=aGKcCHpWk3+K)!ccI%0r7uQ7EW9qg
zzk*3$@$fpp<TVw}E8@?y8c~N;O(SR@xCn1}q~SrRg7=M;uESX%$uoX2fP&pfGL_{(
z#A0X-?9HnKX0|7HSB$QFQ_SI6!yS$C$!qqCayUeZ=7|!mPH&Ck{?S5PoR7h+3a`c(
ztu|vMWTyC1j4-apDxCfhijv{A<U(4<%M<*G17m&t&v^Z4jPR*%+YQr%wq3ND9VgrD
zns%FYLHAS=U%U9|wOAy&>~p>|dc=JkE{z7l`kU>-4lVH;C%*IGd2DiCKbf^;#8D}0
zj5$)zWiO8E%6_Qm72Z6HA~FH6XLMhoV{o{!tcbs4n<$!(O(6^k`e~qTu(S0cc;zh$
z8%n=qv38I~nQb1u&u;n&ZA~3q2U*!!pztbW@jzb$KG4rnY_uGqbO$QB-E-wrhll1L
zi2-jIdiL<pf>HR#=|+yY6cw)V_Es0M@A4I|tWd*F#pK0#(FkdTnb6KLwieq67uz^u
zdqK&!fbmk$fLt)edH>rm5UzZhu`ggEanwl|c{!OgE8;IfQec()E@{-MA)b$)9@iL0
z@#5lkM4vnDOvR-~*ekk~NYZr_L;6QM$U$}3uT?JmbS?h{0mr~3b_#`t^vByM>ve1|
zV=TnIfY4sL0q0oyoakWfEeGZ@Bz(F~L)C#t0EFHXfoVfTRr}Od<|_{q?R!c1rvcU>
z(!hMZ`+iy$FQ?hJ8I|S!rJK6?Q~Bhd`cHw|{AtjXC-Luog_XCt7WHo-{_mh}LRmM^
z7%r^*>_0;zknPPm<EMS2W^(!8#j>}9E!w^$ygr1Ly3wF5cCflQHp+7*qE^3d549?Q
zUiR6r&d(=^r|I1Dn)Y?8IH<r41=VsH0KHb~U%$~(YZ@e?K*1i@)ALp$o`aF%L_2!c
zMOclo?Qd=r0JsLYwxI>G^iy!NEbg~xWbADpiatOguMYA3SA;&PJrIs8sl=PZ^?B*u
zk?NTxg30tKetEAS@uE^7;&Oo)qQ7X@@)y}86n(vLo>b{XmY@0sbDIV05ZylF@%Fc0
zf6H}lxtkp65Hbv~yMguEFTddi0}@oxmXGtA)iaApTs5Y0a%*UmeZd=w%<fO&^qnOZ
zl*$G;P?-%T^x`@pwa`ag=fcWk@o3P%lYanMF53pO)W0};U^)wMpd(kuJrUL^@9;yx
zPFuHSr+U;ST?Xccl5C9Pt?Ol!6a0M~SAIAjR6SE_aYvp22~+=CN4S|%V&y0!vRW$K
zd)c<sM~i+H1Z@w|=o;>USSU2CVqIQg<pM|qOFPABB`7$LTx$Y{X!p2au4wC?bwcJm
z3Wj7i{YKI#6S<+HVIn3dmPh;~&mG{6({pwxP8X?|c5G6rIxlGZf%Mc405!5?{iSFi
zI&Z8*rnILJE8%vGh;|@<<jB411PRkAf8ucNavDv+X}+(i%Dp|Z*uidqffln=M-ur~
z!I9i!8&RL@s9D5q5sKitud#ybg#*+TZ5_(CmA~D}3gvH)EGb^><9-G>#(0RNR6`nO
z8CkA_`m2oR%Ft@Bt{}G-qI_!AL*U)30Y8FVQ_G;#ODb`e0oJ`^Htl~}O?j|dNu^!$
zDHMH6d5IeHoIyj%<s5nf1FWX<xql(9$b)LRTKNyZDqydp(Xh3<kg0w~*7G83m#xFL
zrmQ1I&j$WX8MrvR8vn>)d!4S)ng!ld01}Jy_r&7S-fi;(Zc8yct*!+w1PylgRTQrr
z$kI_+s=ESw!E2~WA7`r)1+vC=hX>>~Jd1FBee3?qd_Zd7ICbtL0nQw^j#PpKy@Ju5
z4+f#33C_MH>(dr<`f$&QaXzUMhF_e7QH#Xps;_{wJ4-RXb~+VOidSkibbTv4#{8R0
zb99E0hVBF+;Bnno?Wg;BE{adKBnsKmy9--fKIG4SFK*d1=9-4_*tlph6tC8W6Qg+-
z=X}-iUkam2;spu*i;ugpdU#%puTb3HE=O<LS>7D>i`R*K=@<*U2)&oP6^DzlTV4|m
zlskNb57{9Az^dy8&&&zyo<}$wpD)2IfsIF+x!ZwylHEWtu;F-9R#jK6l8x*hQG_}-
zgre`sllTB^Z+8m%fU0oZC4=zsP}wPw>Trx|aD`}mX$;Rb4XwszzW-5NK`l1GY79Tm
zaT|dRdJ5G9=TjGfR8$}Q1U=kJ2<a5HM<-La>*^yx=vW0fZcYzTT@?gNe(+2~2%1SO
zs+Vd8C!&#2%2P<}w8hjxES21Mp%Dbr^;rJZfhup4^VG>A*92BAbr?hd$SlWgQXP<P
za;!6j$ttAvNvBLc%Hr48b?lwn$W~c_D5$B#oOBM6mZGL>u&y#qiX=etn%I{H(xi*m
z<b5;|{UirOcgA%hDf50%ibkQx$l*BJsh6|i*`>MaBsNoxB3!OyhigGkEv;i;#D`Vk
zyUHiu6)NL0wl+_G7Deiznfz}mUf<=VyF`)+K0)y*yE@+y5&waYdYl)Y4e^E4526pV
z9${Zq;k(Nx-z^J~y9Z6_9f=#FMuRBs9Ls1Nis&cR4>K@!;qI<*2E@YmpmsL%V=nuP
z{dMIq{30twD6fqk5RU=~gSu(wRw9Gmy`r7o8J?sbmjI6WZvG=LJT!HWzOJ6_@4ava
zUM*uu3i&a;mz35;heqa83iz*F2T+_&{<Rn|oxjybNa?g`EY(rIsvP}u8%FRkX>E4o
zr)Jk-3jBg=a$y<l!*T$yq_5%tPQ}L3;PC9rki!Ljq!Yn$O->v?p`E4VJNWH1_Sgc=
zCgp6F@HMMPGg;K8&-2Yc4{#FDHU1+oZ(mK7S5qCVx!9|@JXmw0S91z$Hrf8KvV!{^
z_K$r_SNszBtz++-V*k=o?SHY`WW)CFHF+ORg7!Zp+x}5x?SE~S{TD!$c@rJIZES8x
z{>*Iq)w~gA>?(e^vRrDC&XhGkfy><ZD3{ZipA!qP?hqjFlJELIVxp^do38mDO{=Sm
zJcRQLpu@(ZA70JcnSt&^3Fmyn9*ZIsU-gQ_w-D39{DCXxxC(lg2)v8FTZp7R>PocZ
zV#CSyO5Fe{oypRMUK56coTSt7DR74{SE{NBF@Jlh65n(F)8u_-NNVQ_5Mo|Dx$k?v
z@5&k4VgSNk-;udW=?jlt^^twDyI;PQTA>e*ueD+(!#g1>3oW0?8`oDC7FF7t*N>V+
z)@MpB?)gKlSxlTP6PSDX`6##(qa*H6)GGl+hJdR;0D{t|WHd;3xv3ZmQjG3wP0<FJ
z8je;r5*%O}^!Jrn_IB`<3ANzyOAvqqeuB@IJqWj9@mT^231_0sBGbofR0wqw<y5I@
zi>buEJ<u_j*Ws3<weV7P6!4%lz<4WHoY(olS?VOR4*UkDbk0cv=efXnSE5Lo;N}zz
zYtYKKp{wTf6(3rlQ#PD_ARc9BNk{Gh(D<<DLbr*ra<_?{<)z6k(wR7hwF!3wjsL$I
zI1Fzue$BB99NIV))ix9o{_g~gk=U`V_~|?0#BFfO3z3C6F|JO_(5CTAKiLJZa5`8X
zHP(FKE8wy|4%0to{TA~KbCs75PHG?>3}1He<x8xzMP~R{%O}6uCz>xaIDU>TtYkuk
zfZ?Kw=xI1`hz8-MlwA+e)zYPSZfY1{EOZ7rlB86e%90>Wu0&)GsjSMH*zy4xcExf9
zlqR*ncH*byHG~kaRXBYr+D<5(!Ce`Bmp2hT;dBRvzM+rUMbbGw1so?Tj@b?UP3aJp
z9%f6&n$kU3+Sit<pG!JLEaeL~!P~>Y{^FpN$|$Aw)xav2eql@H#Ta;cgQaHUe0BqL
zL>yK<OBqW<swXdnmOId5(2fy>Y)0w{Ig%LA_9p=!SGnqVE?G{uhr?8&@8Wz{a){;V
z9&WkA?=-f*y`j03mRN0uro;@**P<0Lw(7vpe1wI7H#A)ouMF@97^d`|@)qP(cCEyG
z{-r2a3j!0TuyQ`!n>aD3`a}&3WQZ3)pjOod*-adCbq;5VpWqr@KyL%6sTmopxjGZc
zNDs-*1kGVDjj)#l^ci+z?-+v5ktG9juTY2dEhG8gG9@238W0a1x_$*>*z2Rdf)7wI
z<7_FQ$KoO&gtv?gGqJxo^>i)j1-4dF$-faLFI|b}mWHD9bOJk%yfV3~T9P<HteD3s
zh?->#TG+AzN@KB{jPXeE{hjTwI)WEf<gOdT|FKvc8%lx|QG4K7@4v+B_~W61P(8*@
zS%UZh9RQ>+aLtZ~c3%&27PfR_$lM|ic}>+dA-p+feXJ<`=jQ>>BgWFT%kjTNcMQj4
z498cHnQV^Fh4=9|zJ)qv<TinWo^N&PB-JUA%LRb4Iwc}L#M7KY(G2R8fDX+BE%ZQF
zk<3lgoa}M#=pSdX#C+xYT^Z-uhU;=MlB{v&W`)P~-CqdTg5?rAitiy+bL~bl{2^s*
z?*<oL3yg48c*VjA&7I08ujoGo?}t|mnpy~dxdKbByl`_Wj<zTqKLsz|SDZ7ohgO}8
zs`TY387k#R+44WK9KM|@&CwK!_NBzCOO-Fj@HLwxXOHHc=+5KorO!RS?%+V|SP}j(
zuVV6t9Sd*bMx|c%0!7L-$k(H>9b}=Sl%iC}v6l>@JIJSHg6`#kuBY1RAlsM9!P%4-
z2%1&f2uugmYzDJ2j9I*-0Dl{0eX2)U;WJTQv8b1MYqC(3I$Uce)_TmLC5lbf7=PI}
zFC->ndsvTLChv4`f=2!|iVRyP1Zl;@KNJ&xV=T&-#Etg&Z6%PRzh;oqBIW9imwsrs
zotc)=D3tImuD-gx8jWDYgTsr<y5cY1`*%n;<bXRKaNKZn&vNKn)iyZOR>;DMjb4Re
zci=x;(YnnIsB01W#Y<5aZc}mwV|=|gvyi9WA3%;TCIfM|2V3L5?rrnE?llK5cu0lC
zBrT%q50Y-+BfOt|^X5M*fSWearr8F2G33oi?u?waXf$VB=&D;y+|w#?&v)gMzv~(0
z`4~PA=_W@4T6rV@>}%V2$lSXD2e=c!yG1GRT-8!MINT&}bV*7b$!Fr?3<$9a)onU&
zD8fXn2t|!P{9abYBnWU82B8LnP<6I<k9gR@CF0ei=Rg^tw$Ume00^{-<1u=UF8k|-
z#Ts#u?B3@O4>cS>670S09a_XdA7P85#8^uo0k%3|L1(g-TJWg{^44eg&8qk~$Gg3I
z7kdmq&^$pHwbJRp=$yf4?+h|@x=3`voDzc^AUUybc~uFK7_H&nSECU7;y~yU*1mKZ
zk+|HPPJ;7Sk{aDCSF@`#nD*Q|FO-_k3EG6<>rjB<gM|1$tlGRoi&qOy<@6S=Ud*SB
z^etM$VUQTRy6r)!8czcB<=y;YQY9k#<slZ&lv+!ka5VfAP*^SZ#S_ajB5n8ENe}Cz
zeF1PgA4y+z30$wdb!ZrF`rqd7>>*r^&bhzt?|ia!&Kr=8V5H|)bYRQb?V;Ka8}e~K
z+fRIGG0un-PRHv4n4<`$7@gEa0#dn#%T^u{uP&`=ILgp7{Q)U#g09rgKgN?ptH_C(
z?I&i464S)q>o{oU#Q8(|yN2bn^fyKjy4#Qb!9TEQDr{ZL8aX-7Wup|`jv~G{+8m>o
zV!*6RRv8T78VbB-7I6i?kFU&1zZc6+(-=df*2M>8MYrZ-03GZLZa-y#+0w2h>C1fu
z!dJpAup&u1b5LeX<V;$ZshPHz>h4=5pXb`Vm}AlzA%ejO1=W2ZrmfTiWZkHHPr^~%
zO<-NU3kAv%9*PN#hvP8F-Xa*%HF+A`h|OIO??rr6O~6(p04L&4h>D9ZgU65}>D~0a
zKYKP*ZLPDbr5?Qs`0PEi#&i*iIHvnRW$n5d;7RAxVq~6(yp2TuM4akvwjm`f4&+nW
z_gb0z=WvwjjfGu4$<{(YiQ@I;kf_0dP$_uqSyQ(F?m)?u%v=!j)`2>h4A;tXklW$$
zS%TTLUWF+@udc^vNUh8XrncFwt%KAOWclgd;E)>_F+6h&^qQDD9W#Bs6^u#trMV@;
zEue!ftBke)o5UpV?uM8IzLDc1JzTITD<&C(A|uuXu!F3f+1yf%iE~o6Hc7ZEo&XgT
z?w)8=PHx?jts{DPfQ5?;SbGwG70k3R@ypm+J{Djl?jMhH+*()S!?48wdVYt*pQl0l
z$J%>m{7>6?ivR?}!((>M7>bre)=<2TA~O^RvKx1kTvA=_Y|2Q&WM`cNr1a}N7$-1E
zB+80}+W3bPE}>(~W6<?RFT(J=O*MH>I{nmZ%!0$kv)JlkYR*#q>OCM#>@873@avEz
zF3<V3>;@%guMn~P_vCGMG02m0${amv=hZgx4IU1@t{XgF?1%!=wWQo3R3IO=GkH+=
zvEoAzi=_)W%C7|=Iq2}7_3u7LpN0VioX}Bsx>#-@mS8^YBzSRHE%rKdW%qG$r+YrX
zE4z=ZfK+Jozn$Ip&v#^$-0Z%gWRE8wK{RfEfycGK_rh<XwcYH#qYZRmPy|mWEc3H7
z{O-k88nNTl)F<EwI}aD&!o`ZVqO!B_7mJj!a8eDVWA^)?(k9Z4H(|)G%~IH8(mA|D
zy4wE0YuwvmR1||{3yi0%Zc-OAI@F#iOU+UM%WiJrAJI$)CezRN7I{?X%q=|YQ5Wq;
zf;O02xYcYs+HP*)c5YE-Kg=yG(s73Fa4Ex}ocpvYl9^z}6^YF)ED~-pA8Uq-Cz9&@
zJdx~;gToffdNdG`q{reY!GiQj8r~!*^p1eD;f;*Ko5Zg6@(6pErM`eRLyH2Sk9eTh
z64aL|Vsl=rz)@A)W?War%U6NhL5r?+Qxc!n@vY@hHrSNJ{gim=b-+m?ZZvI1Q(Z+>
znH+98UBTDU;<*ki2&5+Z#@v^hI2=sm9`nOUY9yGN_yi;>Z->nxmUACbVlq+_k9`w|
z55qXS(X(&{zu%&p*HuvAtklGBHm8x?Cw=8i(X#I!z*W-e&k@yE7G+SP6z{<lUrkb#
z>u%fq9)ut7>muBh2ye_rIC=*`n7TB(>Yux6)k#u?0h1U5bUtyqkqdrbBVG89VMPBd
zwQv%eFl7R<0H<M(u!$;Ugg@<rZ{vZVMsVW@J|7RB>aoc!>I8j(^zg+LA9Ww?!!kd0
zE6zlTxWe|kdqi5vd!RS}F5nxaZjuN7BEb!HBS_u$nbci!svwl{K0J%MLAj~xhl$-y
zob2j#ci<*a_x|4KP?f5;kGe<C0Cm@5H`wX6H6{c@^Munp>h70@e%aj(j&jH@K-~pi
zceg(*;2V_P5D$DB!3`bVN!`boVVo1T@~BJtWY;l^x?j;|W7NIA7hqHvZ4Ygnx_dqF
z&j@a)y9gSV8cOQsZkZQ4r?77$UJ~b@+qVOLpUfMJ6V$`)eAJc-BEKyEv<cMq_PRfM
z6R2(N=Q4MYkJ<&}K&>wc^<&rx-{ZeVdyyE|Y{JQ9G*C><U;q~lfPlD?&is=ND1P4{
zz4%#~ZVfJ{hog32^74{UM|xzIJs2b**1k<{>9rbzRy9`2pWyA^CMBW1*_XVCQUCgY
zbh|;te9!}T2yT*4S1;#8TN+G4y=a*f)|x5WOG5o>53_kL3UU1#1k)tcQ=2fmo=Wi}
zQgUQO$_D6Y*aQ-eM1lh#-XDHVC{hV&5-Mx#L@CP^ohVH*Y7YiP-h5tw-tBx|%Rya1
zs&(q0L#{l~YI*^!`D?J|a<67mu;vu6=Ja6A;a<&=!J6H@n!SQG-MyNkV9ocmDy8j5
z$k0dip09fh-b)65q`VdMHG;OkXX$2Z@jeP{U&?YyqKrN|0Fv2S_`5S(pMj46G6z9D
zBQpGK@n^P<gL-6UwvIv*4JZo!l9AbZuwt{Bt$VtU@ZzCVFZZz%AG^Abn7x$<h~&-!
z_V`;WP2B)tV7vv@2$pvyamkP$_zeThd0%S_eW<=g2Siot)^;|vuG{zo*iz-DD>r&z
zhAcW{&LcWxqZF=JGClM#I6&BE_zAdONay@6cxY%dtAr%LQ4<KSNeU)1gNESJj-qkX
zZh3n<;l9yY^bQUcjxuvIZ_hPwFS~GEEu7%9$+w3axWAcNkLcZ%xo)-@WEE-%VL+*u
z1==iqKJ#(YXOYgVmfda30ON0<6bz*MOG}gU+Y^O0=XW#y-h`ZAvkJ*j%>T>zh4?hJ
zIFEkTF>~SX%lVzrhl7+O=XaHidsfcx0b)oS%=vXd7pH8@>ev_KnE}yS>~SXev;Cak
z2AryEXZ^FGoZlJkHrsg4FHOoMPr9eR2V%#h89OFTeEI5S$SPaNX$_SlL$(uKfiFYW
zc^NL7@BD)qvd_GPtr<BA&~ApTVC&*ylMLCrh|No-4Q9wr#Y^t?GGvcS8ZuzGFE7Ci
z<G%;$85Ecq=KNRjb3+-j6N{-9|6YddKEScz4B2jOFaK_aY@#=Wf_x|c>;->eb6TUB
z8M3j~sxaRc6GkRGyj(4xyed?7h$+NQIQNFz%ILS`7Qd0vo$Z}{XyxX9vUNzNsQ*i|
zHFoaGrrq(_aE|f+>NH#9UhSPD#c&o*FxU3LoviKna&3E~@V}62Yjf9wJ-oSNjvih_
zq4col#<O|%%*^I3g15&hZyW%Di<pZyIB;9?L2iZsJ0!%bc-g#Tj;2emROqC$J9^fA
ziyHHir}uFJAb8?K3uL!M!QB^Kn$2rbe7b|1&D-;K*i&bOT}vvFQy9$VRd9)Q5B`BE
ze}u59wS~<3V}WM#@|Vsg`Kk92F<CIp<_($G(aRQYD4UmL7(uw%yuUVNX7dUzH>p->
zlsEH7Bc(}5D4hN+{fUaq&F0;GdoH+A_xp%LHt&9TG>{0iR-zpz(_Sp~uX5jxuz)AK
zY#Onz<9-MMm3KtSB6zpcI_$~0*}O-BIeEKGL}t%!4Ds4zT@{lEJPb)$a45w&P>Nu7
zZl_~ycJ49+o>=qR>|EcdmAgr%Zg%cw!O$3?@_A&GiuZ??*d=+aEW&uX*}0F2LK+(9
zvdVDjW?vpFT$*-7_3Q%CVL=-QC#k(bBkHXlj9~qtz;t-w9SP8IfTiJ|i(DFtNkiL3
z8W-;&G`Ja#yAK6A6*WffQyH}~T%zn6NeC2)k(e&!WoTtAdu@QuuLNNO$W`@B($~=K
zV(s&$=`4e6s^#Fwd`(9XRr}#OF<EH^b{nCjXk8*mq6tHXE1v$n{7e120c^9Cb*zxj
z4TvmqJC(CAN4B!G@^olXXTG&@S)aiK#>(}uM_=I;fI+r0OI1^utxP<wrgq*|%)^(h
z>{FyaB1co&MT6POJx#W9VU||;vz6ad1yUJHHm#eje5^>0I%l($*{dtLAGT4+xhc4(
zzeq{DIkWwtM<!eOH?;Gzm3_2d(@J@;T9T8+Z}Dj(*~&f)gMfi26yEzKGh2B*_1Ky(
zHpOhV@|8kny9%+hVN31qh8KjViPRn_(`h0SJ=oQouHQ48@qk2Ph^%F~CF8z%9)SwG
zfg?uu#YnjIMX(Fm1QB~C?%tVj--6K8T`nALj&MIcpMh@);4(9v-z3nPzFn4uEGW?)
zhZ;=(@G!Zfb`_EJ^);;W0a-DeNFa0C1`{2wSqDp|!1W`4LPHZ|cj8b?Tg<8T_hdT%
z>j=omOB`;@%5+|YZUG=<xs$6T0=ko{Y{0v@$CZLYHWTY^3LswyJ+ggiAk0&TIWwJ?
z;7c`fZX>mkOy_OUo9<k0dkIII=k?^xVXf`Sd!c_PJ|1UFA<)xt!+J2&xdZ@iig6iT
z1Q~TRoj;SD;dU~ew~}w`<ji#bnfE7zZ;11~SYaU3S^UTE%XGd`tR*AUxyyW-5Kb=S
z$aH>EsE(LS=bfG-q-HvQk5(JbbiVH>NH>`2{9(PPmy+rHII$Q-72Ep@8X2X$gv7ds
zINUXF1YvAF*1UC~#M?=qI27&Z)_+H)b1yKb!63SpNp6b~D6v^UF>Y1VW7RdACf?7y
zDni$|nH8@e&7ODH8{H;F5<GfM?3+1h^0?Ooo1VdQMbWTG%Ae`{XA~JZoJ%|XPi8t7
zMr0)juF8>W`~O{{^PAX^k-Vk<kwoVc+50dq9(dIE_a-{$PE6k8aG(>dGagLB&j*fV
zsm@P#4Tt01U}Ey8hvmX?x(~-m#F3epyfSCAJ$=o3qnRcqAM2Ygx}wx5)@C$k@9o5Q
z^ya#)zZQ1tt9i$(d7m||QQAC#+&1~)5X;%7XCF_;PHWI6r;y-Hu*svPrA!^sD!0i7
zZE{<$$yhWAob~%;Se8w`fg&TIx1P<i$z}-z0w=IzGy7r+$T)*8wujL4JX9qsN8#UM
zwlt@B?YUB&?>T4E@iYNmCeex)`6qN0)*bF)>1XGG7IUZ?C!ZU3Fd=yVXHXtD_uNFw
z(F0G1KZnl11->$it#BFqay}jLG?BPCx15X6W*1ltT1m$-QSfBAZubk%!53nLjN++d
zU9uwu=t^dGQG5yXzZJshlNCo^(-I)8o=MK-?7RyqGI5Rt4H~kiDoCV9&f6fz?W&~6
z{W-A!>x=P%E-Y+p{!5_UD2jlm!NFlo9e&HTPuf4vMZ@VY)4tz)%JyyH2cV?l#R!n+
z6;6L$=^4SUfa}N&(IY_SbUa|E{OpmW%N#d1``j`L0^}(Z{>1F2D8rq02QSstKX{c-
z1_tj6eJnA=o~w_R_JNRcdL(cgF+ezS$rtmnZ3sK>5YjA1<@*X2@oTS&w^L~@g8MPK
zNSJb&<IrRGz7SI3^q28(>Uqk`)2>yJy$wHQxFDB0$k$j?C5K63a$9+;S9zYT)Q<1W
zfvVD1X1Tu9S7up1)Wf<(5bK&lNiVk2lTI7t<Ge+gO<PQx#xZj@_88-yP&6mCAO8m>
z&z!g4osHd>GL{1~xw5gV=-v_Zc?Z#FXGS8J!~)saQ(-iwiSc@F6B~(06JIv=IcO5_
zdTDXlG!2}ZdV&ikd#XIaqNS*|;hMm72aJ(hg2K&_BZ%k+v098tH^6KCoBXuSEh`&)
zD~i?n{QtIW>?vXx8QIuB|C3!~M1v{6!EEfU2xM})9f;s}Wn&M7f6mCpUi>(4WMyOj
zlck4A#DdK2v0_rl|6nN&^NaE{6qwTMSeliMeIZNN5d@0nUetOLOTVzCe9g(R9m>)s
zTMGXorF*e-J|F&_Z0v!z(a}ln15{9)$#G&in$G<49Jq%u{%q{es8^ZU*r$tDWDQL)
z8~ZBYvO_Z(!<3zkeez=*VY~p_U^e#tq{*yIBpW-#F;^Gyj%dA`joq1DYR&V(ny(?f
z0Fvj)f`Zl%G>5%3!d_r(%vb)O&Bi`MlsqFF`+aZ(^GLuvS|CIan<E?h2TIuFCcgsV
z{Qo5z`y$cFjBIR2)Fq4KU^aF~AIB>==sB~oKYG+thn2LsIh3ZV!!*$hH&OSgOwef_
z=t%_KG|l166wJEM&c?n{EXHIl+idLB=s(9e2eYwz63FB}e*y{o@5;u$j}ptw#@;?R
zUw6X8Nx0I&VL52F$5&VI^}DjM+aB=-Sv*~mUFsm;BZKG;^6QzP_jsU}5_A)@vA0aC
zhu`#U>;s6M;f4KDRWRM=t~H1YAQE_eUB)i^Dr+_L0*VY<FH`$HTHDFSo(rUMIzO0=
z-Rph3t)43z`!O_vuij`j_H}@hNZ!k&E=I7{24~s|XZjz>#%}oz4E$d<b`uome>fYv
z>;WiTby(7<>tRGN^UQ4Q{U7!~!hgqa?(A+L8+#YRsFnT*jLvel_f9r$G{^e>``L$i
z7gkaN>Japb{h#|i7DWCW>mjSf5Eu~S|8{b$vFQi4G!r)?$9ljyQl;x&d8O)4bH4pt
z*5=5uUily>^w!iR`e@fn!}M{eSv3BEkEAb0j`dSmIfB1(EL*uZ;O~4p={z&XdV=8A
z_1k+gbY@clUl``2$YJQF<XAtPE62Kcg3!~HnPYvU$ca&>KgYURb*G7rew6-(8$|r8
zziasWK>dvoOgj6t((3&Ki>5NLFVG(ZbFAM*5#M%gj?v4JWBnnN#IA#_;2V8qR{GDd
z%%5ZZpbv;LCt)|U>|kAG3pZ0dps=uXk*`4b8tWEVktCf6%8cUw`Va?0g|+b<>lxw>
zvvRB_eG7GeK<5q-;Aq16a;)!PMS)WFhZg9Ld5wQ*3s(NiIo4yzfUYxUnL(1?O^$V#
zJ)4z#DaZsBHBfLGD|(eNb-p18v%*~a?EpxQX;zN)kDuAqu)H<Gh!Cgxkf+ps{=+%e
zO_!sCK#sL7X)ojVNeo0XTx-syRz-q2*5$+($oQ4RWG2P9%&o11I1<#kM?XaajT;g&
zh8xYXeubvgevb73gf4*{hzaN+<KCC!*{O>4G-7kNpUu9^e<;WL^2>~H-5hJT#Ghk*
zx&doX;;(K{;+wH`K;pA$Dn{ZR+*()SfBZzMYhe|eDDjhN(2{>*^66b?d&{M^^A-UJ
z27M2wGKS*)maL&jqR0$IQ>}j}+RL#{04dJVx;fU&Xzay<Xdu9$MxCG<<wTO9ni<0>
z2?zPv1r3l2dP+KX?1sOlkk2pTBzw9)y`Hb|z`Z<66s)^^?9$nnbn4fn?Mb*Ii3}OV
zxScX79Nq}ugXkyyA#lXk8a^^XB@O~J&sPf1yX&`hzIuKy9kYQt!iDm_yV{6K-c3}{
z&^!^GqJz`1sl&fF;k8Xwc%^g2Lb~>a-0vUVf^YJ;4II;8U(;ZmG~g&I!XHh2Pg8%W
z)PLgE=Uu8Dek1uGNoOai|J1GD+0?&o>VF+hf<ANW`<wcInEH>Tp2t$P|6!(HGhC8R
z<v~y#AN`|D{Y9qz-=zKLZu>E&ezd8dEcIWw_2-!SeNFv1ssD082>W2p!S`Z>V=v+5
z`%1X(7Vhe=bUsiGNN+PTwwTXP&iZZrD1MAK>1;#z%umY>gih!H0b)9})@)#m`5U0C
z&8C1IxVJF8>`MsLnWIVDNDpi8WVK#u*Lb)0yN4f_9n%@vxJ>_oYqk&9wLV;ldwg`+
z@gJOxYoL#=u|8Y_e7MT|xU8;xC%^$7zjj0}LRXOw*DC2&`R(h+W%cU8Y+SWIT#GR{
zR$jAwxIPpbjqI%so}7*AL?5n6K3t=GxN7{ktiE>7##P|MwT};1$cO7lKQ61=3j{bI
zuNS`b<kfPA$Kx|T*|iB?yXj=~{PJvE6MeXD^Wi$rhii@>m$jKavvKX_!xi!2+7Y-?
z|K#4Xw;9qG^>z<)CC%q2;?wDPDf{z4f4w~ebg2h=e-QM|Owjv1&?|zVk7R;g;ej3#
z1idyB^cWAcI0$-NCTOt-`U6Gkv9(7g=noW`O5oKX=)Y!WNZ?fu^u8cyQzqzr9%xw*
z^x;g<G7oelLB0G4u2b7&>dg4w5m$@uq<RF7c;h8*2xTFBWXUcH^=KIGoR$?vrM&tx
zf#0#8izX+i0I%REUnFk6`{FHM)eX))gMjXt!vx#KboG>!_lum^Q}2+(xcRt{0haiC
zp2G7@H5`I;*AcHO5dC10Fw-j*;71j>NPtUg(5?JbLcTyH4yc~vr_`=`<gm{{rNqmG
z+Zq%6pVeEal3wD<zT%qa2bIRWNLO1Xoq4<9cZD#A>+kd>>R@5H@VaeDo5huM_8b-p
zF&g6eL%Y~}<b6RUyq@+Rf4i^Y#{x5g;S*FDL1xk!i6Xm%v=}A;gEdh>vlY--pz$)8
zxUZK~s?u&v^_jMqdSc&hX5BVdje(WB`h?xNC%X3>GJ=a>vaARD-ubJw)F^B<H`rNi
z1X=_Sa>Pl18Pkel{p}_%K4aV4nXF4z`(u3VhuijG0o~xM6}G*dy^<$n_TSytzGG&4
zW<m)4cE*~K)&4cphTXkHO$qS7qiJtvsS#Q2<G%J4w!PDlWa1kn+ne@wX6lmF{up2T
z;kJEVNZXg${_Sj(Jf0Q)bn@=L_8l|ZA86a#NNh${``1hx;eTgf5AeT(q2JCrBeL4Z
zeeEmIKJ}H*&fV|?ab7~4s-R`JSqCgNrC!ac!J5Hd&Cp=YE?&(Z!I~~!O^;yBH&g<p
zVD+s53f}T+nu9gZc{L5en)|$(hghRW_}sGuo(<VCtg|{`qs)%SkskjTjv(zuUWXGu
z$H2CqXxm#Ge5oX}z3^_@uji1nJ%$0@B%J}ay|uxLtoBLMC&3qFwr|}Ic<2MH4Gzz0
zKf~94YG!-pdjxE-V^;eSzV?S_wx4L*TN`}oPh`w5zb?M^>#4Hj-`e16oGh3AtqoRW
zwNIKpg@4=L%CEJTX>V<CcvkxvzV=fy+t=Cl)&@IfwIAVYe|Tp5iMGA9!IzHB;@{VP
zJ%&5g3Cg3hOM*P5sRC*Ntu+A)Snk!l8?1TOt9c<<^Ea>NfnZIAS5p<NIp3?fI9T&1
zuja&H%|TwxA;Fp*yqe-*O`ccNnKi)!wmdh9B(pKxgpbWFkw5wki&*tgK2=wu(fWoW
zV>&0?3=~M)VpSZ$fYXbApn9e(4=ehla}lAakJ8xgIL1(jDPOS8Bvw=L-3?v^8W&fy
zv3}0NfTQ#f0s&=QE7(tEl~7SB#FLmr5s8V<RBl$R2MlSL=ylcSW3X#WlFk}F@-roi
zibln|MdB|C%kk=nAfBoC=a%D1Z-pPWemSFMgE8rxqUeMr(D;QiqO2vI88^zgqOho)
z+h%vPaYGiN4Brk!LtAEBk3?&up~v2YpVJm|tPsZ7v#94GHkpOjeh3G3Ua7?4di<{A
z2>fdXn#i@i2p8i~+}NiuozP=d_z7$wJfSH*2ig{=fLjr8{*_zo8fv&o7ijggdFLVy
ziNU<A8)Y_*7^SE0WmtU_ct@$EemUv`G23{OsiqetUhi%^H#ReSOBa8{uJEzkp#^#7
z=0f|XlMr&z#ugE|BAGC_^f_yH4x%`WSfCs3_v4G)T`^OeyQT!~+?oMs(+puZfu82V
zc|!{japNQPVSF51ew$0F4@-u>7B4B8;xLSGYr3c+{B<6r)yi>M_90o4ZFf9NaK9D$
znV#TR-M;qT=_-xpMr6|m6qHv`4=qTe=fEW+Yk<|ZZBIgIDUohlRY`&Gq@QjF@gxos
zpGe^=q%g+0q{R^U5f0GmW72uD5Wf-F^GoN2)32vj5J2o#qQ)fYp&_)Nkb<Yl;F*vl
zG+$HkIF0ar-WD*1Gc1Y|rHOlL;AA|;5|KQ&;6SNgsO{f3w^2to2MT<DlH}ss+?$~d
z^BEeogTZiIwyr04RQ=ia>&TdDVw$Ean|y&UbN7{D=U@W&6CYTP(3Oz?5^cfsd<S~g
z4PZ#2$d+D0dS1dQ87xj{LPF$p^owpQ7WcKQ60SA8k<k6Ngz029g&gB<@nnaKSdkuX
zhnfz%8U>UqN!#7D!Z`M1sz<Mcz3YZ5%2PPdYhm_;g<Jlm(Kcf8!dqI}bCc8MA0!on
zeWG&MMcw<PBkBAT2kAf$Hj*c|g~~dkx(%PB9)8Af&swxyEZSn*mYKGf`P)W$fo==7
zrum;Z8svMK&W4)?C!j%$<JlIG8#P*txm#`b-*yVx=HXMJuFVE)NGwK2?P&qhJ#yDt
zM#G=r1Vy}a;k+vfBC*wx!iN?Oj4W&!7%807gde|Pc=8J84J)W<33Y9%8fI<C^;y}s
zmtV9FLk`N@p|#tl(AveLHK-%;(TyM&R=ddrTQ!&{Q-j%ut1<g<X=syG&u=<$fL*IA
zqN14tf}%DnD*>x!^9*o_&;1X}G2q>HhYVDXcIxv?W!mHfX0)jovSe6(0Wbk?kIxq2
z{`%`ksI?s4Au04<ay@x90w}s{IG9a3UsZSl_?l}~p8XRcQ~TwZe-{c)zI1>t^o&2W
z)t(!MW+t6g=rJIxrzuyJRTaDS%!?aXvo!iT4=lvyo{fLwmHc-;_MN6i1~pw#63Ga^
z-lphH*?2>F3AwB`@sdBTx?`GG0ou+7SMxEn$hv1Ic}<W~tnymvmH(3dt=Pl_RuwP8
zJz(2xkVTIA1Ev3&jEF25b%u;bl?)rc%<e!LN{AMp$^K$R`qvcVlMS8lldNlcf-@Vq
z<3bNULltAB$NsIL<stoNjisc2kP`*DnQ_zR97vV;HlnBu*eq2?`WjdyMP7r?r=#t(
z#T*tBXweDsQ%rCTI9$cIRaN12h@RGI^u)WRP?L1J12Jh1I}(nxsJkhW`%hXCVcLpT
zyoLwgoCn$oNS*{;K^GQ_u0;zFfv*m@mEQYBpPRjV0fi2QO@>PBJ4W5#LVvQq_4HIb
z2M`Px{~$Kf%%5LU5c&c!D~@szy6+Ev1}00^H{f0zxc~iO-zk}lSnzvguTVMakQ>Up
zq+C2X3rDt}{f25n0VP9CRlZrMJ^zoKVGCd5!t2{hHgOhkvE!s5YHFLv39?)1AX8=i
z{0mElhZ>sVbQ&lD-{!U3F90{M-R^@(DZnh0w`ZX|o+x_|WsO1E$3yvuhjNrb3Gy&c
z39Fnm?N?6xvmjPL7=^6_DvmqD@E-^FaU3X8wemThNt6V>>@0s~iY+3WSHvS&a0{7z
zbP@fTCzDLEPTkCsLYttc=mtI_)d5dYaJjnLsTlHzXOqjNKUp6k(;2}NKEYz2hV(DX
z@_|j1qVa*n2IVN|3Cd8zPSx5aLc0~7%~n7P6QnQ8sq!sw5By9?(CMg5@F6R8HHs_g
zbVCo;)krtM_AVJwSMxZD;+&~8pz=NRY#Uf4QLn+(Y!Gxc7+Y)VMz9#^c<I_019tx`
z8!P=fhR?-O54aA1XAL_QEgeZdzO}Qw;**Yy^(#JI*Y#Bd`&d`(4mCSmtE+p=q)Om4
zUd5*!yT0n-wmPKtCF=~}#Bl5btO$%mA&U7M$C(y79R!_}Yg9G94fh^&v9NL(QwRG5
zg_IBCaPcBYv3?MO(>)1dirb+-qsz8z4vf2WV-S){mkXE4Kdn4^NXeL;eid%}wzDsR
z4NXJxaK#iJm1n(98d47_&nID`&W!Fveu4Pqfo0;A>H38Zo{TWD{THYTI(wOFf~&i~
z8Fy)V^4?1@-^iSLuS`UH@wc*C2XY53D*S6Ag?GH15$esD$$>N0asb0`BMQR*?wPO$
zK@C`wd&TR`i1RoIdg16t89^<hGuc<nt#lclTN<oc&%T<brYoFZAsGFX7uu3(L8oEV
z02oFr{2{*i6}rmYz!>HO&KXfN(*v<Qj)&hC`UAn$jH_IWQZi1u#<jn_Ns)hR%fFuD
zib*-3j2cx&36;@piPU11QKKgo#E|x(8KevjH<xu2;!?8=tWP=#pLE`$bPC1il)e>^
z&J7^mN@pdUO&pR(H!2+=Po=X3crwz#S)w5Sa7{M2l#WiK#MS@o%|5;0(#{j$!s@x5
zIpXfDVM>%!pNH|ZA8Y*E5?bS%%wo}1aeng)w`y|0l<sW?@cjC!incCSj>V!q-s$D>
z@XeC`#c+iGr7wrOazu`iScmikVz5<X7NC8|IZ;ORCC;sfbLA?NZ?Cl60Ee8~n)HC@
z%6ZjaGZx-@)!!-T#rZYr&cjdPr<sSh1+p3lrAV&&2%L#BepcvrUn`u@pDe76oYjPW
z={tg!8EAv(R;Jb7Y*T9DGc*YFqP84v3wHDMe!^Ir@!cD2W4o!}V4Ky2o73glju7Vy
zZ57f8H^0$;$2tVLacM)W8*(r2DA9fZo^%FYVM5wgb#^0gPn1lNLD>|GuGs*YL<BJY
zwlBHm=ixv^Kc;xcI87OxYgT9D%!+J-2>&4n)y?dV!IluMg#>>|f+a8h9v3ZQTx{<y
z?&XE^4Dm3y2<TmbaZyAB$17^#{>^7tCNpZbCg7$*8FC%ieA9eOZH}p<bZwQ@g<+*?
zIRnvcJ-UTI4A+^hxO&Xac&x``*NRVnt19Wrr$}-r15heIfbn@Hmc`^RpNq}2{N*fF
zI4=RKE1bcj25Nb=*7E8hd9>jksa$}hC}k!;o4?V#Yeh>QCizmW8W1SOEDhw?Qfk6P
z(Fg&31-Z&?n&BqZi34!ulS&CB7NN27@@gJ<slmpcups6BYGE}!OiljGE9t}-XM<9R
zTte-!uL%D@+AF=?a|xRK!PqqOnS8g)&`jD4E#kJ@^yOfGK{5Vu?z>bmCOe8HR1Ys0
z_5uxQWbEa1(WuyW&Qoi#p<nTG!N`iQ^F~&zTOa)@QhkDq1ms+l3@-(6Nc<B>8d}8f
z?Vj~!WZ|bB<wNE&JvN&OU<hcC-;hq1%h~S|TOyxQJ-#SD8m(W6Ec^tmmvdu@94>P%
z0}U17rTFya(hgH*x~KQnASN~LYYfy`T>7xF!^T-J9*okAXCb-N-@oofsRd#W-gNAX
z8+t(tX^OZn*ecGIN2}7bSfyc|(F$I%3~)hSf}u_i)Pi1-$`7!|2`~M@v+R1MGZ=KI
zw|}mcBQ-WSQsYroqwQp<%J?-=VAY3X^`V4HqJ<Ss0lQq-(lJuKBST0n9`sV#W|4|C
zBBzy37r3G{4^?_C!2TnYKg;a0M9e;iM-E8nVG0kf!1Ke!A|$h{HiFU*J+>IbbtJ5A
zi_tx_h!M+aI5-<wOzZ{%NQe<6Y$z69M^IBB?HmT`*ijVIXP}OcaIS+fD$=aVT;4mt
z$Ke_!GRmYZxlYFj2|Yh!>O>K%dYLLHf>a%<q_V2mRDpe|>VqoNtBDkhEOP2%fR_Cs
zQ#h3_^`L2ede;n{{1wJ1wVWuhb&P-gIywg8pAAo03wma2mreLtYkKdu2vbNnQ876Y
zD(j92YN69R#Vc<-Xmy9{fL%4axQu~_#&3HWNL?VHi%<lC<~@nj<~b`6LAL=9apT$u
z=w-MTfAN)u{TAX*!qkVR4(ry!d4@>*N+?PO7Hnx;1tV$c5Rr7T_ZyKV;6kYy{Hrux
z@3tGj=0<4{i&=M!UH;N~DEw)BlO{+BNCBzcx_}M<UjX1A<jr8|3kX2rQe||XeMw{e
z#c0{W9Rtoij*ar4r8^lxKU!V-ELt_WQU0QfS;!?r(%JSqP6xmsi_sRdO<DqbN47-8
z<i^ldhBwTmAwEwrQS?K2hI@>MU(i*`ZFolaA}Qeg1rfQ-2qG>NFhuY7Qmi=^UJ8F1
zDl3SGmtx#yf&omC+g4b62hiywpDUgQU-U%K7rlJ}sOK_W893-7FQOKfJ6*#1W-|94
z*ns;TlQVL#L6!7396KV|4&11P?yv#4Hn4!WL-4J^djp@(_S=Is0?kG-){z(-ZnW!@
z{c>2syU-^SlB*?%zIDo}@K_F+tNk$;l&cH@MhO*f8oi_iu!a^PmT-4M0wMVwUX*&w
zz!lCD1Tc<)(%yVRB$qvGrz4or;h6?eBtC%k+4@aGNMNjv|7sHqVKD&v0T3Je@$lk7
zi>%20rOKCW1PiDJM~J?cE(jRGi&P_{LtEh9I=G=2=7NA3jD&6(eWmcY>!M6zzJ%#4
z!ec<k^I0<JrRZ)HZI({&fm+XJ9wUwdIzFB{{%KIhTd|Ml)A8f};_0|>RD7YU<3E7L
z_I11!l(ZS0yu`1&+(E43*u-Ac%|h8UqkkUKDSN-Jn4OsYx>_h8*}vy}Da+ok`;5eU
zn`m=oVC^0xy_4A_xFlkCCZQU(`=Ix$uF>5<c7iVVbEqToCLq1P$j9BP+Yi)aZq>aC
zu^CUWi~>V07C5%=Yw=oOfEy*mN)Z8SNCo~4fhV&_J-?;-NG+l+JDIv1A5C3e2Rg6+
zQgpcmZR03-Q{Q{SCE1TF=u5C^U(ePNkX_r@-0`xrDW_{V5SWB2+VTr$tOStSekdx-
zac|%CJW*oZEY%k=?tRK1=_rT*LDIL7PwEEo7kYdLvnGb(u!x6jhxU=x1d-iOWQY2Z
zaRf<zrcA0cM)1NfAerh)ym!FJ;QN0VAw3NgOGe^z&1g%leXoRg`xk<a!@jSt<<2BQ
z6P4XJL#J}QEgfQN&%Fs{P3J$y9fpY6RJMraec-d_3RWwnM(~+Bn}ecg#D>iaF7fN<
zjKDNMd;<W}BLL`=8$b><!Q<*_C-8LKF#!I7Ud7lJ7mZ}L4&2$YW@B&roFiq~_I9~S
zMk>%YOy%SJ=*nd^nba9ENyLH5cf88S+)6t>^<HJQTWN)Lw^upQt+Z6!3!*aZ@er@U
z;cQ?=V%lPwftjP*_e<6s764eyp-#=g?)T$7#R2wy?h-3KE78+E4Q?2Kc9in_c&7=t
zY>DpTs{q`Z&uPxqgQZST#n+b%N#~(IwA*Ql44a`HWjdYU!yS0dG3P9g8gx1(*y+cr
zQtGQi4T#C7;zc1Y#l&TMFeYjh|2og#-!3($`KUSHP_x3<X@HuYeHEal6<5f5B5*t1
zM>>_8DmCu?qerH`2r|(lK6h*)W8P_8V})WzC!xAc&1$GJqz&;=5FoAM&jCS|k~C3i
zt9yOWGE?^&D0a1hm)KdL!S}$J*`V5M@Yk#ci5v~adJWFZYH)Lo277xA2C#uUJ=xhI
z_xx<_AOS&|knjrKrBw~ZXe}Smt`eN2&O#*JVkG_MnVvuclHSf&0kr8){Yqd~Y;LDx
z+wb%fa%$}0SJUY@AMQY>4~_SzL8n&)JLP2PDI)D)J?#MY9JGVA_qHp76MWR{0MXGE
zEc105pk^Ci1>l@d{35WOMhgE^hVZN^y$sJlL)!s95(2bceMUf1qexpoueU?XOue2<
zxvL?}XJ>&14lrgmnC>-*Wi@y<M}rf*24k`sT%V&sAFsilY~UJ#?E7qdM&N|4me3Zk
zgm@^mZ_rm?i@k9@^^r9}9I9SLBwu4B|J>=GfCG{b`6{3lZ?5!fMT(mNo{mODN$Id7
zqN%yO_G9<7OV`5`j<KC53|+hUx)0EG-Z+n7&~-?Ft}Jck73%7?@zDTFalmbV3t|;w
z6@F#8?XEuBnhb4~J`w`7Egc)6?cR?wwe<qD%v8QEP#2@EJw!|VujdcR(coQ*M%DWR
z+D$;cyXI){u-D)*HgJ`1)4cFhSNCeJ%<#ew@6+y}HjynesD06nE@+fbJ^{hqdYS;2
zV{#<igpUHs_Ng~?SZ<`=3Oq)VOQ3kUJ>)fawM*XqKJrEw^8VqYB0%2SQv>8J`Oqbg
zn+(`c$iMpOywK&{a2#`=MCt(0hw`51plo&F*o9IWk-Y~ojQyKZ|F&9Qrsg50e4Ziy
zTOXAH@(=P=K)PK>en4s720*4-PUKjrmPJK>{A&4Njs}N&4UWuea9NH9n|TekWCK?%
zgL~n!x=%W9%OM6iUt-@bn3{vJ=+|AXjr-BRV+7QXIssjdV-&x86C<@((>amCDNU(2
z0O)gYm5E7P0^$QgG!vpZHHQ$fMUmxSVLLq1brGr)ti}(1D0fUF!5UMQ0Ytca9M7Tj
zWd^spq8|1J_}0VIV-(=HEKf95jYoz&VTSx)V?4zS4EYhh3Jm#H?{mll;X~%`LK9kK
z>cE9m9MyqK*?Vw=HZJW)!KzAo=p?`AP-(9bX;av524sXq`=l)>Yyvc&Ls>sbfDBo)
zb`eCqhN7mVZ}hOxELRtv+Jf?y^p)}a&z{H&rR`>n%Df<+znrC~#PeU~-)w<zrtUxl
z-V5~8Gu?1<I|5&Rl2-w^2b-~*Q&|Rowg$@<{>_y4cwowu_d1T6$~%vp|2}zNd9})V
zmS5IjHuVVvqf^`pPei)ugFX1vqFjal@Cwz(efNrNoZgj?_uLpBea1%WbpXxM*5#*&
zJVbaCjqpbMWE9ZW+e!n%J7-0vgE{~$GljK`L!rWYo1MABqL0wG+1&hUjz!<b;TU=M
z{0%}Sl~JR}XxIxN9cGSqqZqS~_mIs??rh5QV>r-l`Mi2F`%Ax0Nf_Bl%$M{4{5GHK
zs=VG{l-f?w{USVT#6w29YyLU*Vcm~kwYXbZTR`5(t{LUx?HuLVNbJ~&+T9Fi1GA7r
zZrX2`K>a1Ao-c2t9=N*5Jx<8!Adlhcs|u%g0s9yzJ(SRLBKCoPl&MtNUC>8J7-3Ni
z=@`W;F(ILWp`BTahxrlkaHDh3Uj>|R>Wn1hP9EEPH|ae!6CDTvskpDJt#;jDS9UVD
zU3K52uJ&@fD)x2Nb@xpnlR==8$ska;hC;l)+orUA%55ttFq9bD-lA<qnN(5AJW+KD
zh{_DqMM6Lt7bF;gcFqMgLZODbP+f9C?V?cIKUd40_wRcI&LmuM9Nu&z{cTqS0nm%G
zLRTl29uG6it1(tJh30DS<*{?Jn3U~Y*6E$gcCBdZJhdB6H&opWS){wc*2=DwZw9E>
z!SJa}Rhdg3vr*YGB55r>5v9n2XvO|A{-=)0Zsf@<HY$6r@AnJ=Pdano!&|LHUV49>
zHuv&jJQdRqj%Bn^1YLUuL~wZt4{TeWir^;N(6EgISJhhvz1Ti)uew@fpZmyj);GeK
zWhd?5hOdVxa462cGR_sV^g%Bhi&^j@<>H9@)}UZW=dv^Wk6p6gVT^@MM@-CJaFxzj
z&0rN}5?TkGZf{=&`2K#m8`R=xPcIA^#!PoUl0%DqkJM%kywka&E$_;sERc@kW{`PJ
z`VYbIGK!uuz4zu&HKS+Sfa)60eY-1S<~QKo4R$q6+6lVi0||g^C=B}u*_2qu?S|W*
zPVj^=&<NwTKeZ!_EqoOa#;PU}hD8r=I>e&yOu+!;CQedDpmx7qH1>dxS>f(X_tmuw
zQL))vyfxKymWmg#NrU6)@bhN-9otU`WmA6v-<td~Sn^D+=&et<TGW85X^a9~>QEOL
zp9BHE^hkX7gMBFl3VGz4C@{TXoC0ca#UnH@m)x7*f;|bQJRN<d;j%|<d#Va1#=(-E
zgYba~mb5+Ku*<i(a4_gZRZcLw@8$PWIoB9zT)T`?@vkgK9-FNzpR<w9^j{IRG_WW>
zCU08#dRFDXMtj&Sbx9A~J!}v--OiX+_BLWKMnGe1?vbQ4Udaca-r2`odbdLDiu5&{
zXY}p_&|w7>kp5kxyb4J6!Z$K{%htPX-T{cKcO=Ak%I7~|g*%XS2>IhPg?t?uRfR#S
z+0sr_LB%4PdkYR3VU+;-Ez2hSsDDT*#-qYq4mp#*(VM_3<~6l+ocMC3EloPR-OqMR
zZr5HUx2GdC%zH<yPICGODCy;E`4x~ws>c+W<<r&=yxj-S)q=+IC~vp=VRC^ugbthW
zF3jvqnswmFg_T(KM3I=ZeMi|cZIu<=dt$l<H8lc@gDKL9tKSz;hL}MA5>(xrj`5Vu
zw%m&YuiDukdN=(8Os+4bw+*WBTeo1M($qz_k1pB=UB-_v31}(RGWQ##*xWJ@TJa+P
z4PBMx2#;cWWu{@aQOHF{dwLg8$gaK$^!>qW)FL8=Ea_Ktte3-!WiDuLMoY_uWq)s~
zx3WJ#xiGJ%?aq^VJB)P?Yz^}OyWxY+*6d?0Tf0E*irqChhP5w8w!_+fz6!7w0&9WZ
zqKKY%8uVtL5VMg(@tH!7%1yccb*bCJr&3zC@Bym24xj7##7MOMW}1TXW{m1AF%DUi
zLpvvucWWo2z~fk-3)Qvg3g&{7P&>t!_X#1*-n)NdqBI&)<Wt@kUk7Gr>#;#?ZGj8O
z9Ik6Q_&QwEWaRv>Sfh%E8hJJ=H}p<(BO3V(EX8W%fU7l5831~$00J6$<p{3=eUE%4
zr$#byEK?(YMaxVU@1znai}#X>z^ajPAkNRnnyQeE6J8sWbJaLFiA>5?d*)FxmjVYO
zBaHmK)6o2F!Y3&&hBBEuA2Mba<g^V{m8U!Qsl0t0k|V~Oqy{P~Kgq~$?NOeH0<s(I
ztAOl!Hi`mU^!~7>3y9><KFb-%I!l@M%=9u=<{j519{0AO68h2XDRe|}DMPBq&yjKB
z{1QV3-DkIIH{!<CE_S+)FgfO&Bk^_%6*Qst=bWk7;LVtG>QIz5=iCg--RPWi1zU2?
zxs`Osx8CoKcIKS9aRTO;a~}H}8~PX(KN$DVIcF+cC6t9XQU2>rG?bID8ga+}Mqg`8
zgd(hyF5TH7MTut5Kt00Q3O}1FpbGyFj6m)g=s2LamZF1$J7cvE_FjgD*)vdM9*EXB
z$!c<J=0F+bcH^ZS3jK)Mw<vVIQRrO}x8!sNe;MvofUqGiQ>A>pdGV4}=r8Ezb18J3
zfulFam&^Lc(l2`5&*p&yv>KZzU_0q-o^<=p(&`a-*_BhPFTPtUHmuc;-jSu%@1rP7
ztDnONZB(mk+0v)gV_s`Vt5;SLFo#yZO}p5zR>zgC46WXsU2jOM-<K|3t=^In&DQFJ
zkI2^QH>n4z)hnR%xwZNlpwHCmC-An&G`trLq19Al@ANG9H*i2c+7c`M5P9@Xas0v2
zV|7+X{lv!b>hb)|UxgS4h1;UMS)?i53IC#)x%U#}&X!Oi>;zBS+Pqn4&p*D!8Y;XN
z$FtotwC>7-5l_Z7SM5hdIV`GFtw$^>bd650%c0TGb}{b26w%990lL28mDm2>qTOUK
zDfPKHMZI(@uKwDy4>R!W(e?V@zvN=dik5DrzuQ2xbmlBkIT3_zEF8oVeS-ldov7YX
zxY42M&-z@^(y{1@Mxr}n{#fZqX%dK)ZdpvpXT?g-9G<O#CBs||EEQ$+$4Vm=58cE-
zRtBPX_r@B{-Dn}yW$1zS%~S4qJfqu!pHL=Qr+kFiM%0d1*+dcd<=>h_+$TEcYEQ-2
zeYx8W)onu4CL*28p~Yg^Jl=a49&t^Pc|1dEc})=-*=vd})2_@dKJ2Qm?FwbyO+Xp<
z$+WV&e-gj&(5gJN0yp-=goh-ONqw~TvStPl5x{a00Ev^w)rVSI<?(5$C9RN&rL~O7
z@VRc1H@V@Y>8Z(78;Rpg98>nA_qNd9oGSTlNI{d^$0Yc6BvN7;LelAw#^Qu1>Q&X=
zMm~Y~;&8%P`%qdtcO_VY?^SWiffkudoTO|QEo1c_)EwXKlaS?5R~$U03%4^$j?VKE
zs?p6V6OrOu*m?0Zfv%@9%k}K5q{H>t{mo)v$2deWN_shn$}#Dz8)8QcDHuIEpcp=E
zGE|R=kkMAXP0ksE-G5fu{Yup|3<NGtGUTEfWaEAjQ2~ykJnlpMqH*&04F{E{V0q-2
zyhU3^@@{>6vQEywekZX5Dpk>Rjac#ZB#=J~z15(%DhQ_>2xc)_MtE$T6O#&ovI;dd
zUizloIalX8r11-ck6Gf4Fxonr1vv5!k=7C^Yrw@T2mn!(;IVy-X{~`gu*UC6PSF~~
zN!aw3Y$i{89^)h<-=XG5c0{3edX+`0A6rX2tlh=&p?8HyBE7^!x?vEPbUG!Vcdiym
z(f4FQr@a=6T0e-Cdz>XxBkA-SY{$4YQauD?tYZsy+afW0^7s}=-e;ZkB;NQMlk6|b
z;#z3QA$DwANbKfPy9DT|uV@U^Fw~@TFbCD=Ik*NgJG&C&X5Q;T*X~;i*~eT<p^K<b
zW@Dqo%yX$hQYJG)V4fS`s{mOYo(Ea>0uSyd^8$sf2QR{`Zg#zOR93>1r<PK^Oh@<`
zB40P@M0p<B!{d`gAA^_By<AG#2Ay*SM*H$azB4_o1<|NqdwgD$$6aVSc+6b8?}pB7
zV8c0=1SB{fsv0kwk@AAu2fe6gHY*K_?$&2}8iaAgeUTVK>qFzCTa7~>z<zyRVcOTt
zA{qJOc5Lo}bQ=1>ZS*z}Phzp1t;Mz?>Wa@4C~VuITA9B~hlTJOG_cAT$m!T7V^A%1
z`c)*g*X>}Kp1mr7qMLT3n5^*<7jeO2zTpMFmdct6X^7s9<KHhrZ`Hhu(tq9fnKB~0
zmK=9!>WV`Mq-=09Hzr>Vk5`fz^S$gFAd2|R2q^_}rDef<Y+O{bOz!6p2DGLkMIL#V
zVZyL_KIt&GqjU2T6e;K-A_D^|k>+9&WE{&23_FCIq_YH)tdQ=okv|H(;<~EA@?1FM
zOgw5K-zijw%N6-fpfJ#Dx#@KkT^!cp<j12bt{*kiwp}p>)_b8DZZ+db>d^A>k9dSL
zEAdT}n}J%R#VXq^0h8WJAp{4F)atn^0<t_vr0V%cw7K9{p|dky=#K)?)Xi&&0N#($
z6kcF>^JI}bPa5C(;XzjOb3`=NkcQ7^_Huou@t5nxY+Qd?Ok6S-woo3QNNq+$a|i|O
zi)h;2FGA?%caruomy?WOMQ(jpm2r}b50tWOC)wRs0U|$|3wq*}7CoFKUsho=00P8`
zENDfl6PCjUJ<Af*6m4N9)3<45F}?#(PbIVA(^+6E#fI(rL@CoO9@Vcu!IFcBcV$WD
z8iLb>QQDnQpTZ75$veZ4yu%-b@$u&I2tk4S%BY---)%)dQ*k~j7~@sX6byEM*3NBn
z_9r_3i!RgmRpiD(WB=p;>DE#arYd-y6$`Lk(<lidrOzQHyk4suOto;Q3KhQqEUJ)h
z>=f|LRaoy{A@<|0sek@M_Ea&GqpT)$mr+uW)<$0gOYm)IVC~R$R*udLl2RfudXcr#
z;jJG`@NJ7oSg-=7*TNGdEzao>gL|sRP0n=B6<NFVWpzUsyy!(|D_{ALd|$cmbRef3
zIit{_Y*<BG$FgJb#=5L~O+Az%WR8n5;tfR(MM3$s+kixUgutgxHMjnpE8ywzfy%<$
z6PT0%u7{)c%a6tKLYEzEN(xY#KNTfBGId$8ZHdzj<h<2sf&OJ~+|*cpbJIVZ^dIl1
zA6f&8P=aw{ZU_52wx}NDuSdf8m4<`!m4iPkM3Jq|;6Vi+<l!Z}u4#vd9e+O$+mVOe
z$U}jSL3#pTYK79cN=^CrsVTD1IXo!Y5uhPRRZm0J71@%#9#Pfrlx&}DsxrtaRVsbs
zol91a%ure7psE$G%Ql57de9d{uF)c)0nbNZEHm2%ca;b!!Bt0Gc0oa+)dQQ<ijb28
z((7*nE&UeP$!Br?^3Ls)ck#;YT{B!|G|PTPth6yUdNF9nTrKx)M8kSV$~F7YQ@s>v
z_l}gCo@nQe6d*=q$87#GT1F#QXz)?k7s+eFS-m0MqWO`EiyHH6pS&NyT%J<h15zw)
z6kxps<sx(<OBlW4#GL0Tw$TFaxdU)3h57itq&FF736|R!40nmu0dmf<g61}(2^fAe
z%$mnb_9m_+x&eu6ILvx#KIbmqdWuxoeMNIw2@jpYkMT+vTodJ92?IZeBZS5$=zDkL
zOYNP#G8(bcrMyZ8veKFN4ppUaq&oZ^d0f$--X4;a4*Yk{;0m?s((h0QJhELegyJyG
zO7_DXa+ZDiE0Gvr_Yh=HANVc=KTu;q>9z<3X1@8Hjb*z<YJL=<qtB%Cn$p$`0S&Z!
zy3|f{j}pce!&K7CcZ*oCrr1}bGW5f0iGiWa#z6S9fxH%M)v^B%b`hUE8y%r+G|EH{
zQ~Kz^OM!XsB6vKrH6#U%C@`FLSNdmze&3A_CFq9w*l6c7_vn?qF|KSNt4+jp+YI8v
z0O@yATTDz+{V)_qbPKvFb1`nj?#<(V=6K!lIRHdr<eU13*CCDGEcH97D!VQxRX;tn
z5vpFu0k8q8Xq8yC%AMXVL3wd@ZlR1|1%2&r4BFW^vI}`(dj#4cf|1~=E5wm5q<o|d
z=Yy3JZ%_Zf(AUM&a`yE%pbqqPS!Q2Fv~y5`kw`j=_kaQ5cM@L{Fi}8qXb=7j&J5Ns
zpvf(!iC)yHjeBtN4f>>J@yEtwzo7@BHH)E+ZZg_@PCpbIkgNAn5RZ~(P{LPaR>j3c
zPav2^oPFu#eEy4e<jn*I?d94tdQ3X!lJc1DQ<D%isZaW%)Ik40f<Wg+h<JlwO2mW2
zAKYa;4+5?S_jTB1giVjG#TM+WQL)h+ev~Jjccx?L%xxNbBC7-CfaA=9$wJCSZ6;||
zZH}sOS~V+2)e%}%lcUP?Rg|Nu2V2Rf3gBvlOmR1ZA%08g9iTeBhk8p9=k;X6u(Tt8
zt3+<$2zlSQ;HXT3L_jNcQMvCL*ERZkyHSYrHTpbKMhE*|DB{;nI4^{&D6jhjdALrO
zh~m9MLryEK><+DqRD@;jg+~hw*&X)`={G>o3wpyw>@bPAh~*&YQhG`<JO@05(!0k?
z=fs*8wsgpA%9FcH=o3SQ4GCNm?hJ^9=eUURS>~oP2K3TJ|0&(=&p}h32NH<Kywh8X
z*o<95jxEMh?n=syQ>>UE;%XFpJmkwr0@t>e3f^(S=@fC=-uUQ<E1WsILRkH9Ph@ip
z5)xH{KxK?RffV$MTZY8lqkXfbKtrMw`dgW$o@I$?vR|~D@SA$T6hi#XX#_S#xI(i;
zKPsfyk_C&g1K=FQF@qC)7fe1*^qs_*Mn4X}3fiMEc-^Qz{z3{uHo>iIMrMm^?RA9G
z_ckY<Ex!}QI)$oYdN^L)kBG6b@>@jd>626`ff(PvWiwU80@5OryVP_<jol;?tbKvi
z76|b_?al_xM6+~H{0#1i4|V4Q^Qz)V+;#&23jAM4x##(zzGA}DQH;Hg!vH2G^CZD=
z&&kjpu|>Gj3D*qq*sI*QEA_WXeG$MNgW*1u*qPGAABYm|%2nU@G{UqJXalZfLdG-F
zY>5g+q(f@F%{5%+>(y?!;kO4CP*I+oZ)JmPu$v|6zR?{~)TWolnrkbkAzNBgfn^d4
zR$ko<y+_aZcr)7(Z3jvC5VS+MNygier5lmT%+Is|hE%wIS-6HhfQn<3>=rR1&lgTW
zF*h&{KnO`p?(9^8QBnS5rS)*O#(RkzAdjT;>NF#VZq$6!<K^0mOoK)a$fHv^T)w7#
zIb79Z<q!ydVXeKuBl`v|!sGXIu-mUMlQLv^jN~LiToVCq#dWsry{GLx3*&vni1C90
z1*AFRQzOlI{*p)W(qT}zHHy!g2dFs<ZPQ0v?n@~WQ5VFS<szO;dH;Z7%KJ605%h*d
z%h|TTMMkYwZa@c*Rpd?SDYolhw8Ss?JuU0M@NUga&3jS~Ww)nXE2T+59IK$JVh3iZ
z&ts1=F4*y%nv>ZA!|chK%2fd6YD?=PNPRVy$DAafSA)CySJO0E*1?#U%N~iVpv80>
zyg|5h6<{2l+S<}X_~0V@wt&c@oLX3jpPBk)p0|QacDUATgG+Xz^L>2<mJ!gWPP_LF
z3A@hz35Y*|^E2B)F!eS=6xX2)3fD&WMjZ@iiI;EhRDc?EQID^kVSd72{9Y2;Hyyz$
zxHfdvet52p`~<(pw+GTTw!%5KokpDLYGKWQ6T{d;;P6P21}(aLyXT6pLt0JWBAZr|
z<ixV$PU7+9j=H*C@H;*lEpRoTgi12+_3Q0{99m2e-lsRtIXiN|j>3A`E;e!$G}{qI
zz5BPo=)A)A-s)(R#Ya}ilCpDh7s|@d&UmsjAjr;W>~Vo%q2m*wHH)27clJOoCTSaC
z=V-zxJH5%yFKq9zgQ%;B+Ka&5f5o#5!5e&G2o-X5)P=McI}6wsV*3`%jpMitTN7(V
zBv%!_F+<M~UBQNM<6ITEt!sEs-x7$DI{i4L66=M_xp`UcocU)u8JzQHKvNBeCBedI
zt!*e4?M+Jj=8WB*m&?sb%|;;`*I+L(Tyu2~?|0e0<&$p=m35ilf=<)<^H;HNAawDd
zWysk|@ubhfc5y;*Tw&X#wB4GV?LOR2`cLm|I$5W{`Pb&^<Ov0?m^>$R)ppO-QXfun
z^`R%4IER9aIATo3iukmS|ApPX`4}7%>&z3KD198^9Ow60CgSU_+9WZ{aFyz;b~ImL
zdJ{%fWi2o|%h+Cn8~+ZJd#g6aqjmn~5LW|bhDp_-m>tfhs{^V-o#+cKYmVW9XkM%@
zOSBOBD4+Z`#v*v5SYSivf*nAEX)qP^SW^`Y7n49GcsNDCAj?~0>8_u9ADq6$(1Vo~
z@<GFp+|*W1^##e7iYw7qEBb1|-6r}1!w~UaSo{Q<QsX;;Wqt3|unmV7DBkD=I9vd?
zlc`|YdpI+sAyI~_E}VWhrRE*UZI$7&$05gqtcINp;t4(i;xmVm;_7Nbn2~<)BXY0r
z$uwtWzBUyPSczH~j{An@Wa!=h<L*n~^PJMY(^A?hiDigw#NJwCozOw5LeLVWbY?8I
z6t#A$QH)a3(&vqsj<K(02DJ>C1+i7S@DzhEhEPk!Snf!Tj5X-;{r}f>*891WR>%8(
z-~0LfD$jk+b*^)rYdhDu&N=suM{S=^s`atP@L_$9?$VXq=s1Wfg7o6lfJ-BKbimU+
zb6s|B?|>;9aSVs9C;hO*jpQZ)mJL2&8i%U(je1L8{H+sRUDtr(DO124{J40dx~_i3
zQ)bIkfBmvvU02@;hqmXXXtN1x*L58|Ve7iC)r%QL7qvf#{~4~%Dl`1s61}$HFM*vL
zB%HOmsTjbD-v$+1nTpSUgo+D-ib1C0O;*SYIF$plwlfv8Sy3Id*wIwXWQDA!OpBdO
z#jjbhE?d}RAtq*6wHK%P;wcMsD3i%RI0n(NkEsd)eCtzC#G+)|V~dK0<mTzC!(W)l
zho_CmXYFSC+XwQPb;()#3Z4@n=2^#@hmm;LFZVBs`bPQrA%9+spZebTzpo>b6pb;v
zk2<Xlqc|Hf?q;2%vbQ?+zQ8#RoC-tf!0{JR01<kN5t*WW2>sy;1yYSD#)2`@e1)FH
zFw&aG{z9Hwj<Ev8^GU4Q$5PsN3nRJrO1^TOThnaSjVxjVt_5A?HfUpaBJF6_4a!vC
z^T~T0up)WHA+ZfUfTS%F+v_E0V9P9$Cjn=Wj3*K^7<2I@+6<_qKgEI$D<dqS>n61p
z)vhYL5Avs_s22B-IiuX+W|Ru3LDI1{(aMo2lRjaL4Mg~0+YtP+v1S#cP~b*Hy#apV
zQ#91g!By|e@#6%+Ze3L;15DN+4qada&IAEx*Z7BmfYbV6&d~Ac{oFM_r3kXT@jpd>
zGQIIAGRX^QEQNYAjG$hzrF`-W>;XP`%cxq_;}W}+O(#_feDe`Xj>t(pr}Jpfs%?l^
zvwZWatzM9YzPbJN*f&2;`FP)azdl<1m_(1!2;W>km7MF<42O)@OW0G&=5k~{`O%u}
z({Au<YjMd>up(tWeNh%MN7f$ZT8Q=3r=q*|J=Ih5_kWkC{#6M^_*~#ct*1VL6@LsW
ztfxMZ71sw9)>D_Wg0GUY1Gb)eJyx6?R9H{Fq!<;$g9_`ZKVZeKtkBbTI(oQ{W4^;x
zfM$Mt)Z7fuSd(S@@y)2ku2u0Y<Ht`N75MQ!<1_vEL<r3J@f(51`SAuk7(f1s{1iX_
z2!5&`UmfGH+7<cnDPT#aAHPo(#yYZ%^wIjTC)YB5+^IzD$3Iy^{Wz=X$N9H<u&7q?
z)IVi-@(a-bbkq<o^5mPVl}QEoel<l{=*f=(J;s0T%m$GsAB{HF;o9*G3(73+Qjg>l
znx7!C4K@rKSS~yQrdY%l$>-#>P6so^<!W$d4y$B+xq@r;d{GHLPbj_<+0p^kEW>EO
zTD{<Ff2IaU)4(W&YH?7Ew@aB%K$V2!>mNzg#czBG@G``z{3##X!u5**AQaEf;NvR#
zcTMwmEwiIya2(36bVRR_L&2#rE+Eks-<mGz74K(0Q@LhA$y&BVzoUy0nseeztbr;Q
zcJCvk@$@h=ZsNc8<>W1sPUTt}RU?IEnhhDNQFw)ps1s@PzNE@DeHrZGqsd2+N2h}D
z>(TvmluwsP;8q0d{ASFrFrVmqdq!c_l&>}M0Qj1|&+CO$Sv^8R^HzgC9)Ly`(|vy?
zx42-#Br2p&#{C=AVkrl*q*zW<9wZvC3C>v{vAtJ-<>CS?=kqE+A(oW`Eawr+;}XE@
zs17F<ljhpxv&{DM$Q%Pw!S=smd)dyFB_+5cONmnK5>BhSd-9~aizXZhIxsly#5DUO
z@Bo*sX#ro%>r0;6Mss`NNbL=e$h$&X)7u9G<X(z1fc$C%$WhKcstLa|=Sl*arvOWP
zUZy8-m`d~u6EC0EU&M|9<db_J#i_fh`}0*y4-|FmTQ_ND(F7`xHrdWJ`3aiTV@nQ7
zp#(I~#xP`{&=wKqWAI&dRWo}b`7*fb{_zhx9LE?OpZ5bnyOSVtwSFY}mxkB9W;j9`
ze`SE50kGwM8FxT(*u?sVm1dX!5iP_{kSfY|rwb5REn6jEq#)k~U`Uh{j%W-!Fv-n+
zP*u1z^YlE81$&*yfVgWe2jIer3`jK<@r7vW3^XJhIk^shgKw~j67;z0W5Zx3$fg|1
zrH0|BA?lvK1eN10mI+VD)f6g@<>zVK<S~Q2mxHsqm_5*gP|U@^TQW}=@!{ePIEV8^
z?9j9yb{Nh<v_Bv<i0YMlM^PozlMSHV(7|iXUcTltYL~Cs+}E_a8t^@z^z${e-=NK>
z<hu6rdsidu`#WmPjG-O>zJ|2765sg%#oA}ysW?s|=MD?J`N0HMZ$3Tc&Hr?gsj6!(
zBeDUjf&}&UNWkF!%_{nwuPi@^OhHw?a#t9i{CuXeqNrmZjzF6Tib0N6E$mA?UmR-s
z!SCI9D@tj9lG>ybLzpp2dH6Et;g3;rI@vM$r28M}Dl4Tja{oK7!EU3X{e||Z=-FZ+
zj@Zg(*;!#T(-qur8M^8++WELL$j=J6D<azR<f$^>J!Foc%O4E3&-G@8I2f<x(HUZ<
z&Jad>w-GCmBxTDiJ3ZVfD#;5-Qx&b4>u#%oPNR8qNrypk9XQ^;unz~JC*aZVFaAI#
zhx18!LX%13{6~L}^K9U3|9y;S`vN>$^DaOEo*M!@TNBUGF`lK|-7&Pki|cBI7>)`s
zd;sRRZ$Jz>r8K&c$uu$N7R)MBF9yRWKgs_WO*jZ5YEhTl7|bn==yHacif-qu(124<
z5l{coPsR@*yjKOib{vW(@H;q<LTlu`2B2^{CiYQ)<mLd$Hq;w~VhI>Ay?umC&`vUc
zdmuGk_0MESwc^B}@O|7qV8?2LMsGAkLs$fJZ2v^&U+^Hh^YF74&-I5+7H5A1h!a2b
zN7XU1X!5M<>4(wNc0&Eg$<<L0Pv8&_!3c2>Xt5}MOhJDw>mS8=jK?{B)=dUytF!<k
zBb@u|_=MG8t?Y3=M+z)tJ{cLXVYe|LBM0di_P(so&9HF%GYl3>sec;d)(eXB9Wtre
zm|AA`C?D*Nu5z>yh+k^IRNbBtx4B7&4<PI#lT<?<-Nh|tke~NrIcKfVV&C}A^ZypQ
zT1?dFP6qwCJhOL*Lnh24Fdnnzo5Hg-EWcwHi<|x0*yHice!s>j+yAbMB6T47<ep#@
z52=`Eu=82Bn<12o6u7?|4&l~SLAFtuLsr5dg<JV#Gu49@GG*O^IBT9pMesA=rU15c
z7DkBA7ZAVt{ioT#2mML}A+y<iam`!4<~MQ89A7ih)rg2@`Wl%pq#vod5;c}2k-;&Z
zq@5iS8PbU!NvW%u%wZfDAdzvE0!hax9gbk#It}p^S+To92qAq4v85IWjxQiaOPN5-
z4Y(%+{i&MV6&_s<*7J3AoOs;(mg4X9Hj~m0cpCEw+}gt+Hyn`6Cy%L=U&eFWti*_Z
zH;$IaizLbuQ<zV8W6sPRNhLGww*g`8{PLVyojaKD8H%P=y)t>yD@DaqZc(2g9Ud5V
z*kL-HCm5p+cN2H7hjczD@*O@(+D!C$0ActW(J%+|kK^S<jnk_Bmalph+`yN9UZr)b
zHSh7Tc!9)30P~HJZ-AM2@}$2NP1pu+T@{<Hn*(fOf~O+>(`m#)-wHl-Y+?y0B3Cq^
zumE3T%~DtODnfgF-}o&YB8LeNO~IT3BZB|aqbOxMP+`t?;3gQa()h$M=WdL?gCEc4
zIK8R2EM80(gW)))7Xxp5U(A3h;kD~*&_*8JuoTUV@XiF=+bb!YfQg4lEQxbNZ(-kj
z0`|@8kOrQKeLDS0=%=76d0+ZA1g$nnCyS+v7B9_LwUX~02Q#BAD+wif4Fj_PFw7Uz
zHF`Gp(k|@~jbP3OrFB)U;AAT}IsOl}de)i-*_A-nehIo$%aP$dwq&uh9ARmWx}%12
zELBI$UqFAI20hk;?h=EZlm^|!gZ3q;9^baNQp;U(-5kgocOOmf3!Y`gIY7QIp{ljM
zvK$Aqe%m~)>LWf{9lq(fqN03NB3vA$;x+5o^JO)U&{M+Ce6rI^a+;&WKJOvV@<n)r
zr}^Z&d--C|I5&;Xc(MbbINs%P&T4p1)JKw&sJ+JhES~ZjI_GXa^ZZ^&jiW?QS`loc
z{TFzLDNZz2EzDPS3a#hp@f}0!3xA@m$vBNPXG6_l3M)TT^--?~^o{~hen*zkeBA$A
z!zpOI?-Ww+Rke`&2LQq_#!n^xxCWR!>7ydP6it{rxN4!jPo#GTFm?_yK8_%33osNb
z(F%~q59W25%ulCr0)w$PhBx48MH&9uiWfnN!&c@JW-wCHIU2Q^@2NqXgtp7#XTPKU
z$=wc9CjRw3KqD<YtqObEOUr6|ckGV8{l$U=Y!;?)8U7pJ(CmS)p=O}RD>(KJ=_!${
zn!PQ6j*p;UC>%sTY2;Rl6==ph!MmjO7N|X%%&)K975=bc<hwcpy!=?1A?BwX41EWQ
zk=a4q=0h?@_1%N?x8PfhzM@aB4?v}z=LCZO!B}e}JCE&3$HXyUp+^EQBr|eUGn{bS
z73(QE=`)%htKE65Qn-s`XJwmfxo^7VAi<)Dg_~{gaVlMXH}`08=6aj$Ge;Kk$u@Y&
zoJzS*JML4_lU`3zyM<%>*TN#S#5aH>WnDFcCs7`w)tI%&ARqzzW*{D<J5LBZ<Xa96
ziJWH%XCkgqM;GBcsN70}aiE_$WjasILnn_Dp?N{L0UxB`xIA>cMf)+uf%BT?>ND1V
z0xKha5=k%Ez-}yZUvK{!g=o;`-vLhQUP37d`RR`F2{OE$S>B9E8<Y{h8zg4hiOG!a
zL?xpcN`-$6d4+<(LP7D=0jjGpCvW=-q?>T_Z(UFvb0-CC%O`VCU=(K}b*OIMX!$(7
zeJ6+NwK>4*26qNBNf`0bK-&VL=&Rz5P_9ND%G*F<%dDT8Dd)?_;Otf5%cRoqpS_#t
zs6v0YkgDzY8v)2HL_^>rd@|mu!L9lG`K*(!SCv^`8Z4wlTgdvhKPf5f^w6NwxvFKD
zR0GvJ3-~&!f*J1?Kv{DW`mSIzog9aVM3~BIBcbDc&DN|5?kCy%p6XjVohfW0W2@yG
ztvelu`)i@3*&P?Yd{)>VooEU2>ZRgJ^-7G`!iFP^=J*#CI)6I$3t=(xPy?~-Pz7tK
zDF+c4hj^p)s5j6%d=t7tJ_lccBg6;;sEWoZPXUNB#^~qaxL|7-GmwTD?p74;J77xI
zds@JWnZ$O(ClScd<1|A0!{<VYf;`uIT1^ES(&D>}{<p0zBaqpsCBYjU)wQ^toN)te
zJ^IK(@DpJ{g!71EZG-D?rOqpzLsetHhNF)A%gA3<O)bb@Rl+o|!(m*`X`+;={M84d
z*y&u;$RK~UlBz!Z0PgES80q}gO*g^>a$){zoV?yKjk8yP^Fe4vI)8O$0iIKsQ7_0}
zJ&NfTLlPr7g?Li=t9^*a)Nk@e7KVudhAoMq`}|e!`W47u{o@_!bw+ixJnyBw&LAHj
zgtqzo)yv{NQ~9f5G@gR|)f1Xz5hSNkWlf4=ZwRR%f3^0_sr=PJJf~m4&{KoN&APz3
zLiwv3p7dP*^6)r+^>5X&IDd79P@m3Uy``y-$z;-h;iw_TCyIA0#T4eRZt*yM{;E`Q
zPLCPCmX2>aaqb@A>`x9`5#^Ji0UK)R)q?!hnivtDo8c4iFU(&(FCj9*tb&ZvgT!a@
zSD${0uEa(lIhjs(;~jtk@tzW7e(L}2$)kU;`K!aFyr=xt+p;wF`Kw)IG-3YgYLsAd
zEiI&aHnh~|uh{S2W`14JNqW-#{s!>r{MF{cD85vY%%C7${%RbDz~jD_`@)jbg8bE$
z?92odC#cNC;E#kCEy!OT4`4fYinf%qh0dLQC}f|%+MRf{rh}CEnvHzT%W+L_U-O8o
zfgJI9LlJ8$f8G+;yoef0k|^FS9I|#i-hs-He&>;lay65QGZ!F{ag73!D1UWI8e(@s
z?5@KS5~~Oi=C5`Qnh3;7Y@%-rSEu^fZd7&|RUV97p8VCe@H7Sat8Y1En=!HZt6FrA
z!ZuijP0J)f{_0v>=YrfNJ#ZTM-o7#OBVu(9ek~Na{MFM8>`jAQ*rCl|tz6h)uONT5
zWzgX_1Qoh)SJ39KAcrjv?J0LP>36VXSsg?PpGF{%+|^c^>9V73+?(9xipG|VXWr^i
z7I3ATiY)+yJz2?Ru|5@BSQHC%H(mkWTa4&sS$VEEkXnPEBoT-xRRY5G{iy9$YBtaH
z)F;pp&2xn=Vg5ogEE@JDz}qgHx3Q2Lf;`tB+04j{_xIW>Y@Q3WoF?I&&v7+##aOpi
zl;bMGw=INr5@T~*gMroNxDE(%T!gVXuJr(8k4UN?-c-A@*o=3+4dV^+TYt3GF2D66
zC`jkG-b9%-Bw^(}z+w#PBC3|pZ#|d>y~u+e9)nIvgC6cd2NE=1hnFKjhw0X~fMjtm
z)3L2tnBN*0<+s50r-pTx+qz|j=(o#ljeH``Z5<=eKDV_AI$WXL)|&{B`IZT0+*CNN
zRWyEn!iaj`3u>K_-8wr;S$%pNsSUGRtHKa5*A-^B<`sZm&Fq$3+_x0;9!zV+`$*f<
znXQ~7?7bx*EX;2W{QmhZtS3MtmttnYA~WLA2fOqZv>2AwX&AHgV<tdcW~fwFWn3RM
zj4A^TtXrV;n3;w4_Y&&fI~+zH?aYG7?BbW8X;+wOOZgwv;Y^;*PsLQ6Pi&xAmsRvS
zh9-OUNQR>;K3Q!U>URP&GpRRAz9AoxV7m&0M(2|qShUAn-W8hye=x`SgUQSwb$%#>
zxHV%@A%af`f^#r~s2T=PcziYND_leNlu>HMp*)*Wy3%BnGJN*+q<A#<^ccaU5=z7&
z<v~KJQ|LuPi5YrSHWI<A2bqKtP5F9CRE=V706z}6R6?osKu!Au38fprXUt5Q38gat
z4vmWwN_U|U4N?iEiwx#&5=y)j&I4RjJR#Fa`4?0>GnO0?oAvujN>wu^8T@nkr3KX_
zsCepPbMVJ2m2xYeTmTV9iKVe3(^fL;$Ew(xSaNnTFm#44@39uniecyn18*Co(;^=s
zG?}G6Q3pa>#em8v4Isb$1M-pabDPOqTugzPbj&|l3uo(6D1T}a{POWTHa~KaNL>30
zaz`%$&h{lCk;-@T0QcpJTOFXx>-If1pd_E1Duf9GHWseB9MK`ZM)>XTPC465=ZL<0
zMErW3Bl=Ja;~de;QW)=E1om7Z-UvA&^V)O1e;6;nXs)j+nMTgS{6Kr-+D0YvMK%7Y
z6WkHJ)IO%lq>?v%PdJP`k~`W2eX9T_E034{sStR<QLd&^x@f4W#@`krum=nP+SQ;K
zQIF)GuJgsCP~2>aC!1pE;AlxpjV4Ncf}1l>BU|g<>(wv-@BF3Z5%Rl!&zai#k)^qs
zlW^<Vxv?6K>=7W=5J8<#H4E=Z6@q{Hq#;!ZRmS<ZRH1Nd=r-QACc!V7h+_cND2@%v
zoUiA*n{}#zEc7gGG*-Iw(UQgDSn0d{;jOwh@>*ueE@SHB<nWg4)QrxWKN6oCb66t;
zLuhF+&M$0ktf7XY>4HV}HQn`kU!=_p8CII+d!&9p;F5*Yi4I?T<Fu7apYz&yyvdVo
zi%?b1c{OUD%&bO5MZ$v>uOoBSzC;!T?rhMVmlJoG^}1jV%{-m;x+%zdJ^Bv>jSt6o
zCKllNCEs;lfamZ4&o7DREXBhy?pHq=w{V4G%toV|limm?iXU!8nLXUL4ZA^7Y`@%l
z8VPJWFRPbN5Hk>r%C;JN>C0Y7jJ#CEpp(pZGI0emV|hv3r%!g7eB2E7dJVM8XU1qR
z=zcnA@+Z4?24N_if#IoyWgg#INf#tFR8f-|+XBvGdV8g;pd35CnU>0omGc-<0n^{<
z=h?C7U9jUDS&e3#>{^J5_654e!F;U{>d!C6Ua#fpf=Zcn-N~-k>Dlz&vp?B2La0w?
z#zrVDlgXrUpam!!`FlT#sRYxCEvWN2eP(Qlv`C-q`n}?uPCOe0I6K9}4R`UjqJRy*
zpl=Q`V_)lYGprZ?41+}=f0XbVuC^d&G=!ounX!@YEY>s2%_L$yb}VO>XSg%Vzr~J3
zp}5<F9Mkc@fxbl<#O>=(?=V_8wgNK#8XWn$S61adWmY7^3R7msqXbbyX(672V47jd
ztglO%&BWIh3gI`PJ9#2L@^y1CoH;8085F2XneD|f7NpGn8Klg9!Oj?Pf{#0@FvX5H
z--0Q#eHgC#Y}XD1)*R12h3D>|^g6!g*|_H0w_KYCU5#|t=4)ub+K<#cgBrUg7B#zu
z<Is*zbD%=!O&*EZuMj(#qq!tN(#V1uAc^u|$E6{5AjIwgA$t)b%!6$gG!at2!@w=6
zLeR&Xk!2EHJq3O;55|e5`@Kt&wrMUS6V|E1i%)W$4gw(2Hdw-ZGqH(JH(})!3s|k0
zu+bo`{dVy^-0`o(>vg!^rp39o|AlJkXS8wWvScq%`UcsFAu%>f_Kx%x5p%h?euh~2
zWa*opn7@&3lQ?=@CLz!uU*^FcDwfMwAa!%f>+tEY<ibqZ&Kak?N=zhn>9&+Xm@Vss
zCwJMhbhH6RVx1tqUb1CA+F-n6+5ES!K?fdvK)0-HS#&Cl6j)}iOKVAI%YFlHxonyD
z1~<Mz#zomOITeOmq-jNv6U0Ul>e$T4?kI>!Z$xr5hUpay0Qoj4b1G~ySI9Rbybex<
zz4*Ej8l2)REA)OskRXzn^FTc7@|N*F95-O??)uxUKD!p4AR~;;u00AESv$!IGAqKT
z26+*Bm%JBv6lB=!2{NH$Ht=*u$4JyU;%s`d5{2n(+%S|`bCzt}hSXs-=T2(7_!rUc
zP1B&AWQ>A79fN)aK1Nud_MkTsG>*8-!v!dHvo|(r3$t<Q(`H~@KG}Yc?lN+#HHaM{
zBt}>a$hkA)jNJ3`>@#u=Q&un|$8>~0ZDs|!@6HgYX60aC$jXh*$jXh?Xx^MT``Hzw
zIG-F3e*q^|n2W0rfG};hLv+&2_C0=UDihZGuch;Gzjh=sA2&M8$CZEYeB5Zw$Jrxi
zCBWTjJkosZK$#<F)MlTPI~}SKtb$8r6|BoV(dv%BTdf`lbWGLhUs@0XA{o|C0Ao^h
z8_{CpvkhQEl&ed7KT(DYeXcH~?gcOm-Ri=QnS{~Vxw;AhalL1zq^Y2&n^6G-@%rCL
zvCY-VKrdyH<m%e!iT>d{k>u+3W39495FAm6V2Bh2xjIWslHy5WuI_rwj(8<NpZ5DS
zJvZGQf!XNp%-mg?hu3pZ72V|Shy$*8hE8Id$Jq5%G9Z<^J9zh0?yj${1&+eVGIDnt
zDR_7o>}}D6?A%==Ht1kQaqjM8*|kgO?&hGhhr?htcSlXUK3HMj#zC0{#tTGDfq^jx
zC{@jv^6<~)?luvEqTC&_A(AOE0qLw);5WlVVShk@aj_>*HSM7=m%D>1nb-PZDzZ{7
zRjD?+T;Be7O0F&Ql-OCQ1CebY)}Io4>1uOIjK<68O9k@)RnAPfYmqdw2wsK1!&72^
z$2D1=61$QX%SjSk>E{!C(c!R904p$YU;74q-Ssl~vVSlaUBiNKH+BjN45RiC?z<e{
zX})F?)bM5@UsNp|M3%3wcneswGlBJmb~y#s<v6&q7RuIxOJRPBJ<W75Y5j${5zZU!
znzwU#7~i*gDtZ!yY67>4!h7#a@CGt>KG#EonMjX|qatHlv!QU+eQL&C`g^mXQ#hwM
zsDj&<|6JE-dcJ5nIuNDjWnL0bay~jrNaOASn2Y^+tc%0*YEn4m7`$jv1ZZq#FAhk9
ziSsD=ET68NGM&=>3aUMT3Pgxo{~9i-fQwBpbjQV811?_Wpu}I!n~c=hc~U=B{&0w$
z=8(tCUz1p_d#4-An0zvc@Q{lP<V6k=?obx|N2VbAU8G0rju6OvGKCqVDx3)S$Tl?~
zI~kDU1>~|2WOoCyh5^}IKrRnK4lp1cSCV+#ra7HK*0g-p6_Rad?&vTB^3|5&I{TTr
z4sHU>m^ISWw)$Gi95K9c2|Lo%=q<P;A8nwiZ!BP!_aB0;4RCJ{-0V*6Oj2O@8{AiX
zX)%tHPc52&FG%75Dlb^Gc$?>8`kSH%tjD(-AT^langSx1uTi)vKx{WRwK$smb<}l(
zZnlwbE-MloE$(9E+~*L7Oq#alxvS=@rr{)Z5fI844pM|Xrq$-4p9UEg;0+*u>QuBy
zZX;-JZt=slmk(<g-ZqTh5^t!hA9)2}r`J!KcGQs)F1?$4^br_SH?M?9Ijo2ND)?IX
z`yTz>%-^@@?-~648~rV8n9AR|*7mt1R6=&4^(+)yHz|1c0&N}V2aa?*7MvOsY{&xR
zY6VAs7Hn}~ZeDfn-Q-MgWmxW?5zc-=Cqi%+C1jklQ2kL*Af&$*6bSuKQ(|iU7eF4>
z4P!bp5(s7@Nj4B^yh|oL0qUS~?}{|6dHzH=6D`ws-B8*H6GpK!b3tG`6`bH27vi!8
z+#$dbF4Mo@8W7-WlWz6m!4@GdYvQ*R;<{PKBDk8tTuay00j^e|(Tvghg2M}O)daXE
z1h}dLTvvp+tkY0?iN?5cfNNlYYf&)X$`F_JE{_XvgsW+N&-=HY^<!)VuJ+z8<0d?K
z0`*pRL@4#_P&H#T`}6D3-=slDd(hot(38`kyLr(5G3eklXnzm-E*a?wC`p69%dso1
ze~Cdqn4cQfUp#1zpc<6uS^rBGc8M83*;nSohl=<Iuf)P1H_2X#Z}Q>2VXP{`+n2N!
z@4*t-di|5rFY1{$R$N&sQfQ{t+{sX^eyZS?cU(-Zl&)lg`tmC2PD}Dh5v7-#T26rc
z)G~I6|I90!ui-O#51N0)escP;K-2Y5K>>$de@%tJa|==WYFFSADdh&nRQaiuTcH_z
z`^h1t=398WFIhVco#(=7_;({vVtT0$KPdQB2r8SJOGc7%okhOF)gruYkAvxj-egdN
zWyr;su1DG|E_@qd0<#3gS0lbOqejHTL+@s+H*pisiX)%g49xfl-{Gn@;_GrKGAiyc
z+zAX;?L|UI0F4D2O$s2j8d9n1HInLc$vo;w5X+W?D_`v4VrA<V<X>WID_Egc1GI@W
zyE(t>P>!>zX_obTm!pMp7ZeH0o+kljoO2J?-?OHgdA`ZEw_f;wg7)=6`#Rg6+QiZQ
zg&NKNt+!mYp#8x?`=ROf6Ks3yA@i4|>0d2qzf!vWuC~4PikBC(f8MkqxpS#$<e$U_
zD0q0dq2GGK0}9&L2kq<7z8&AJ$Jn`45uu+=oGRc6a2P?&NMG~wxMr}gsf=qj^)*|?
zHLLoX0ddVIhdBy9%Zpp8b{DdH`iN|Ud}`3WqjP_@)wfpi>o3f};*WVBU+(p#2oqqn
z<`t9T2tH=U%9iAl#|PrEz6AHf(6WEE{Su#k*EN@4`ZBPeC+UZ4rt^<FjHl*sedn=k
zNGwVkMON}OobXP<RrhwwF7#{dOfliS@;vgsl}$c*Mg}5Xxlgy+8(E`ZLo;zGY=)KJ
z3!i}$Bg;R3PO{9_m<(}M8KMS}3;5fQPhPeJJUX&tW&%kgyZ^a15#{)d$l*%1Rke`%
zJw5fRK|+C&zB5Vp@44nni@S1@zQB1FzS8-#;%%zFz}t$4cj4vE^T)4e%TT!kUSApQ
zkLVlCdPcA(Jq^Bzx0)cTF5afO120jZQ~mPC$Prfen`4XTd{#V4-Y4CCAK+>yxSH4|
z@(DjfXQ?Yh^)d)`IO3rWuI7sKKPELdX;H4Wt8UVwUbUNFGO3HRV(kV^Wfyai(&yL%
zH-mWl9K}DmKBMqQc{qz;Pa)zdN}Ax*wb14Re8!;h&nKA%bm$#=d5T{eGhd`Y3aSJn
zsO7cmF8{tc2Ur>amIi>D^9Zt|nwKp}Q&5lIZGHru`mZ4UxY@3xb@=ro7lDFJTa<>d
zte-EduUhoAd9tUf%vX}|fe+j#e+`O`Yccx4_pThX$c1lQXQ2nbpgZs~P@CW*0sv2V
z6tHR$e_<*tt*?4tC$R}=3zBS}M(@J0O-_PV(+r2EK-QkNA0{)*!NL>Seq<Z*k@8RB
zexT><#euA8yNFJYVg$2_Dq;6%g}H*0U22>xdF&u)$1Ln~3*65fT%kOWGn$r>-+Ar{
zD<jKoqGhLH&gl2qP&j3lh4b8O=oHSHY$*52MVGO8{YiRNCF+|$WMphs$;O2KZZ!<y
zc-kJ%94XRLHsfYa#+_pOGbd+{^3Re%+FG|lg-K(x=s7pLC(v+FKu?W_YJ&XmU+2ZN
zM7|W>nyIPiDyXn`Qppx56318bSmyZ5e&)_S)=tRgpuzmrqupSZek;0b3ts>&>aMNS
zF7iCEena&%%cJyZ0gs6D8MG3G=rhBV{Kb~kHP;YAZao>5>3yMn8z^&=1I6S!@fPUT
zY4XzMgz)qbz$h>L#2ZEVv-shW?@yDMm=1w%rq#r?TmA#@Cy}%}TcGuHu8(vY?U*Ig
z=s*_+={E@HV|HmqpH2Lf4vucl1Ul@L^W(Rj{8`;_9(v$ccH}D<%|mja@R?-o_m&{J
z_b%R3jTbNS>v#YJDU$V(AmOTY(X$?Rm}#P#^T`U67rF&P$15P-wVMQOq;?t#4YhkI
zweCxXUIw)5EE%BvOzf*^mRaU_i3;$)K1FNs^QuS8#_!cvmft(fFTSc7d(LLg33V2D
zib^aVJ7*}IlM;9ag5}-YLio!RQcj(xMsW2=1A{AR0sVD9ESW+9{bFw?po3`4!Po5~
zuV-v!-2((|7r9l2raD^8SC|O={E3bw6Ayi{obvo*F5Q-<#(mX~sl^-y_L{4?=)zx=
z$N|7QRvN`!AHV&)1AFl^>t#|U^Mxr*@z|V0<_K`#*RTx(60Nz`w@%S^e^^r{JrWa7
zw&wVacFuXj6A*|pp?5wS=(qnc2-Irn)84FY2SQMEJhd|fDo0<fqPDzAq-6f_66`9e
za@(TmA$<`?25#cC$#!YjSmA3{fLBNQ))uew7UQicSK(Dw;*&lD`Szflw4mBlV7$tZ
zdx6EkmcxVx%I{oFc?Uk@6EWpW>8^10Ru4p94^D{?e_s}AM<w{DPR3+CW%kC`=Fn3!
zUNPT#F26q3T)i#57<CW8f@TrWbW~WVbMO%&a{#KL+Bh1KbAD3{KxJWDuDo$~9A60F
z)IOBeM>`Jfd@->?Old9m(8@@Ke#t>cfl{GneFi|doitWsXpa3Q?3&9e`GXjFk2$)H
zhk&^hQc}~@zGs`hA#_tL&CDpRWp*10e~acRj<8c$=g;LlTsPj}U{)Hympuxn#<8Aw
zy;Kqz_6Is?3Y|`_XOYWBYE7wjRMWRWC$|P*7B4}4<ra2a^xC7KgfoF=CI|KtZ2Rci
zvjsYZB2l-`(Lk1~zUWU<#M98VjoSDPwm*#R4X&*T;uojrD$8GtRYYxQW&OoTK$7CS
z=TbQUA^&At@19!;DTM9WdZz*~i&IwXz4h*jrMQP&Ve7quEBXqILu|ZT>pe;`8?s=r
z)_V|`mC2b-6YW4dMPg@4Ze@9GbRP%33>!TGfIqN}?qvF2K^r{{%~KpPruQ5X=en^`
z%{{3x5Ai5|7#qFZ4XLs(<kG#3UMD@r{=iUwElx6;aXF$gBZsnRzLz;3Z)z`y9*VXT
zYe;CMe?e{W!{Q1ND?9F~bq4okXN<>GE*!L$*$Jw!+G&&6g5j!cEFi{caIwW0c1<$y
zVMcE&B|@bc+jN{{b-gZU%@^+Ut5xxfSYj|XqSH)n#j}4WM_(9OHF<j6oB+vL-6_&{
z^H$I9S}BMloks!@@XoW}TM1tjaq(Qp%T@ri7`wbdhC#-`u7zo0t|ySMU|Kd;210hh
z=v>c~Aoz^0T+YE890S_GmF}J#h01ruC4Bj-=V8n>FdTcZR;>7a2Y(yxsJofjU0cC?
zlC%|ltIn0UF{U+FbaVd#+^0!v>Q_G5pr968K1T9cD-h^yKKXnJ$>q5`=q=<gkF)WJ
z4&OAP-dG}zZU&M%0Mv3~!ct`<f?DXg28Io;Q>)e~wi>m3)5BSonwl4vQ6oOVjtC0G
zxe*`YC6zglLy{nO93#T_rTCjZMnEnV3zZwrzfq;)@|gd1yM6-V&j1=|7>U$IS*sx~
zd-BQK(xlLLY3&UUaJj0^*Jk^=gMH!N?qF$+nc99$sO^~$&K^R>D{Y$>4Ax067CJ^L
z&VtPtbEy8{P8u8>wHfNcXd5)<6J(T3DU`(Oc<i}N7SidIL0?~_8BDaxCr<;7;uh44
zSoTL-))pZ)rmK-~eG%R%xC&_M>{uE9hxr$B8>sfj0d!}7fd`0IGlK;vv;BC_x{$9N
z32L0c#ixyCiBb0+{Bv1kXT&6&1Ty-zfaN)A6I6XI<+}I-+$S??1~X+vti=CU<tpic
z@2fVMT)$#@q;~%D0L@w+pciH?mfi2>l%^P2E-A!eY8Lq#Z@Cbn_54m8s(Eas7J1X1
z-Fbje%M^CDbdt%ZdA@(!&iMu|phPXV7Zr}%7ed|S72O%JZ9|P!zm$_3EHZETG#3Un
z9G%Gme1=EUJw>ZZ_@US>X5kI_2KL4Cd-r(iy2Hb<m!v&{9WyL$I^#U)(Q)Y!7*;xZ
zvn~8N|NA_Ye*aFtHZ%<`ZZd)%{HwxmVfz&_>sHN>Bi~w%JK&3DK5MjZ?Zj)a<dC$q
z*yvli%CV;w;k_4lJ`mq~6rB0w1F%+K4_ZHbGGJ~UmiyRneIcsSM|P(y;9EbNCkz+5
zWdBxrk%)pfXyuf%6b&X-?4@D&ZJ79*tLtl94$RH3&b|CtrFli-9P|JO#a1)uqObY}
zO^}D|SVQ`m&a!J^MwoL?#TmCD$E3M$EaoZ^8RL3C*J}VSlX(NGkp^l(LKdX=f9i4^
z!$|&hJMfy>{>l)bc*@6|=1tZ1UkY#A<eA9=kTjLx5(%{$%R5I(;8|;1w4toxsYxcz
z5IU~u$7lLqw3Fngwig}0jFnQu%}WCm#LTX&ul68~9%T>Gh)GH+I>O;~o|ZU;US3~5
zU9A`Lr8CCR5@c%+Ib_tMcny8~Oe^^kOa)GJLyK}TgtaK|j~@Tsviy-^gk515VvJoS
z!6}FW?df|DaRc^=Zfgc`eJ0%ND$Fl0R&D`*KKZSnu)Zi7^#*>Okm~oep0NLdl|~`|
z?FlUKd)ikpa=hEp2YE8`>X3pmnb~E|rZ#oKmhg{(yujY7-P$#e>#i^bp|OAAy6v)V
zdZV%zbhl&F9nGyY9eFefNU10zIDL;i!u!s}>I%wM>P}%<O=IRTUX;gjae8OckITsI
z?XM(40VHogWrfHya(g2I=)LnY_*}Ash}ZJjMxi2?OisPKeb^wAQ>_BxIQ6VN3a75=
zj#EBCCF6=22XCYWxvptdi?I1+cWfNBa1&m2PH_}ketRBBM#3rCUJlYa*#fEW9*<?~
z<r@o~8HCf_SS(%T(6Ls4w$gOpq<on@G0%(i8M(VC8So=epw26k_tbh_@U;=?M0w28
z($ELk7)&g$6HNl|h=HUcv+t?5?+XcFhw80iO@`in?mEsK*_)!NPOF}m$DXyy&#S5d
zcD*j+ZIf@j7I=cAoI$9Ryfs5daWu3WxyBls$uYP#UB9FvXUk92PWYDu7Xo>If&c6|
zk8&2_tt9PIM=b=ZSPPs!9>qb&ly466C|eZNE=L|kUPtBgC~f~==TT%XFmH-e^<JJl
z%0Oqj(GE4_zFl^W9Qa~H1LG-(nNVhINn)m{cIyY|Zh!#o43M5VX$gToAf^|U7Sn%9
zEKu~`n;@qG;C$AMbCyJ5DCiHGqaFD^Cot3zU)FSsM7MrUwBAN_UG#gcf24KrESO%}
zwVB>`*->Vl#PvP_1yS#R_r34wdpF@ixtq*+_JCLZ<mHy!{;o=f)R>jQOXcVUS8zNH
zqtI?9jAsVm@E51HPUIMQT(=P@P$Yco$I|*}nXog98n|SU*cp%#JD(zuz*S#aE$Q+4
zD&XeUqy)|Y6JeH&B|?G$DNeuUs>`eE59*7*75H0%zm?VXBT6y-SA$@8*28j{5-r@H
z+8V>NS`k9}J?{$cE%NQ9&@I^(!(aM4yD4t|>Y%@+1l(KQ`IPC`MAjqP(z31=V&d?~
z2n)jtGkerfZ~!6`2H@`qKp?>9^4IR4$f+ig#V6Ow0tk)dMSG;a%#7NuLI<LQR!Fr4
zE^$84%%^0337f$Ja#;PCmSMRMpTgctQL^+%mG;yH6ILIV`xmc2jRIK5h8^n@H1{D(
z76NEkE+LNDH;UR1G>f{-pu*iJ{i{)FRfSO)mm1o-)WY0Kc$69Z4RNG&0trHYr~#ow
zNe0nPOR>`>o<J-&O1Z@0mp8zn70xE?4dqStynzcCa3G%)lVbcmg+&$@Z&k`ff;Pg_
ze~(+TG?{m`430LP7F6;n`^p(l1#QNgi6l9JpMz#sV|9$(5uB&!RbBjG3u>TN04EF;
zt#1H>!loDgs{a9awl4J`Os*acQg}j#vk<<;Tkm<0^EAme)J>X<Pk6n=1u*Y>Nb+Gg
zs)Ub2l~H)iCubg~64zI0K|y5vV^}I{eprAU%$DLqSllqYMT_iaL7hb>U%aKs;43FN
z`AotL{DtAtZ`4$G45cg{xX#I<?s}EQ0v6Hu^|-<`RS@wHmgLTpAdp>tD*`#s3#2ku
zY^;g>v9jBb<rtvvzG$G68gxNMbfExMwK_|NG8LTRdEsadTeWi&Dy#Wj8~7J*!H`{v
z2wI|HJek#wF5dZUs*Oe0yB*QeAf~c0lHfuk#C?8O%g<FVz(dHK6GUy=eS$}|u=-Jb
zlef&kb4VJr^=2G6yKN<87-)2aWb&YJ?h;p+PyU6*jz7>!pI5jxyQYU(yy?Ds^*`wP
z9A`izw96>xjU?6d%m~l)Y<hL3SSED1C@-4T>qD|qfE+H86mJ{%jMSv>`aEgpqJau@
zF(1~{43PPcU58|ob7hy4NL{+jhmL{wqD^~>Cqoy)Rc429rUBipCf#w%4fyb`1OdbF
zTdI3CTVdqX<24NEtzg!=cB9iXZ?CopK6bGtdLKvb;V-zx<WW8m73HZZyhW$fHhIK(
zRe*|VNfUJlGg&D}Y|ct52MLMvWFRg>ascY9_{FWXAwE(pq=QNh03L*+B9ccL!<EDq
zm{L>HejS|^97F@HT%Gj^^uQR=V`BLDI9=^ew7-0^l1Lz%hZd>2G5~gLW}7uiiWRIL
zPT_z|p&Y46Gk%a+kF$YVT#NxFv#u1UQ{l25VI%?CE)=DSXFkD<xrQ|2w~OIUBQ4>X
zPG*eFSkG1GmTiR)E;cuZ02${G8%W`I^*||8dLO4=35anyQM~+5TMMFh5yP^pa<yq2
zsoFS7ReC6;0-WhM%0rhc1;XqfrJ!T0{ULp1-NMl@&nB2>BZ8WlIN3P^N`@(fZdz!;
z>(=Q18&TA3iq2(`WEX}vgKD%E@&5>%G2^3W9R<Wd=wslWL`vxx_!BXjC<b0v@uSNq
z20mCQVQ}k22Vx6i;6=I+2iW(Dfny$9?R4|U_lzcQy8`Miq0E0CP5yBh=1r^}dW<G-
z1(1m*&zUZ!wtUef?GA({%2XdsKEv`KAewx@;ZH}C3+WNmLCyX(f98|*`PULt5KYbo
zs^r}NlEKlw3!=$agl0|vH1ARu`2DYlCbv{ZO(P#xl}iM$l#$b6b}h#2mhyF)h0$ap
zZ`n*olVdEp<%%XpH#k}BCSu7a4J_(8n&duH^1(C_$a!8Ml`#BP7(VFcGAW8C2g?|u
zXtKYP8XAeqSyu;YqsbrA-+5e65zeg$T>i6|aH=7Hg<`^PB0s3W-awlXE&fL_;l8R9
zT~x6Zj0u@fab%T2&_Gt(8KwyPzs|Xsp#fOy!qGBmw>&Z7jwG@$CVWqe;injG_?Yk}
zY~av2nwZcoD6@j3A0Q^oD;59aG2yfyCMG;T=gj;N`cde?T`c0qTzpJ;A16>qFpGy#
zOt?C@v4Sz-BghIS_f8Sl;bKC+9upzsi}$^i5_uHY@NO@ZnA)d>PKq8Hkxzavk7g;B
zPafr?IiqGEn&JlM1P$_)Ox!Sw=Vq2TAaGAM+Dj`xi~v{rCB!i^kQ^zpU85pA9BZ-E
zxadnmEMU=bilPxwlPNh)sAX7Y((#C7hdopEQZK+XvhTGHW0-(k2kUFwv}r!MTU8cI
z`jIc0qysvUfNf_Ds9>ifyE=9UF0dAnyPt8mGS6uDt*&#VU9hgSv8?!2_yrseiKb}r
z2Dlk3VPaOzrC|;E3%S;|bsUJHVA%QO43d*0Q&1snYS9r$?P#gx)X&w21NjAurE4Im
zo77fR+ZfQSp@OB<2|1$9jtdmLm(bhflNSRyD<%6&H_`g}aufyea0Lc59|LLzHTa7Y
zq}+e^uIp66`3%T65O}F7R<HTwCLLIdZCAAu+f}vM&)9|%I~;XWnrpWLYzx~il(u9U
zW@1F^D)>tdS;ALetzj{K4k$U{*D_^6$7)j+OlQ;WE{m-bA$^(1guIRSLzl7_%%w47
zv&H`(o?cDwfV=>%xe2KR^y!3DH>tBo-p>jpg;g^#2?`+|zCz-^m&{0ajLwU`)LU(c
z#$YZMzXmf+jl;C{HTpJA3ZYfPD<k85jEozqJ~d{svd9A=A-9AZMxt2loy7u`PnPHs
zQ<UUdmgCJd*Wf%*@su~U23_QnHTWi4QBisP1lq;dd6|y?DvHSLYU{Avd!`eyH(5AH
zlP-awla|LP`3O+}_dKbgzm}TsV!*3CVBP^@KyqIW4QdA354B))cpp27*2TnxI?ima
z$9kM6F*QGDP2IdQc|Vx-z^XHb*VE9IlL8r?@<8K-l<qvx$x>V3fsSXfbg<kW2+Nm&
zYCd-Fp)@V^%Yju7u89l}kw=O~xH(oxaZD)3<FH)2NJ&m{%Ro5U=`k|utZEn8A%g}c
z{LLqF^Fr9!#>XS+rS_OxI~4U&@OLPW>V$xIQkMi=9v{J@@AWK@kv>8Pfs}|q#BPiS
z=J=_R!Fg+yMxpOHha(l=Qz%hmTc-g;rCJbS)Vh2g$dxH&sV1?6`oS`Hl8f^AuOMIm
zEB?*LIKtRHZt!H#AdWCBt(9Q+e4P}m+ZQSZaa263oWtoRGhZx_q#K>DY+&`p-!?<^
zJFh}24RCLM?tY#{G8Kv+Kquk@PS$rz;}PF~wOKsi92D$-P}eYEi6QVepM1&i(+jmy
z+Ht08Q`Xp-YABHhAynN$jt>gy)`If`qBq7%d3B|rj!Fq^5SQad-o=dFmX-yxIVg#7
zz!j`JjJAJ(*W>b)(ZT@Blb=%-P*N}X3eRkvfj4&J5`LU2%kGRB_;i&9$rQk`Dv8V)
z`0<zIfT^2-N7zwDGw^NjSK$o29xxWn!1rEMFawu6eu@u<0+>yd=P<=U0}$qsb)rMh
zz9Jf6xFkjL<<W>IDr=+QTZ2|O(MW=2=&=hDq$(n?l;G3$Fng(eoq_<t$C;Be>Pu=I
zzvH(Z%%n~YtzLqCQ#!0hKJsX=s#p^r`=OSvSOCL^<^Ev;p{w|!WL^8U66hq$S_C#C
z8PV`z;(=%yK2Y9338zL&##*F!7@Bt+hniMxEgbp_gR(dZUQ-ueE%*cp^6I-?$mvD;
z?>~t@^T`P;iqV|O)W~xaMSeBi&o|RSf}3wjEE9?I6&YJTxz9s*-v~&~L9l_~bcYMK
zC^40k*M;8@o%fRTgVg}TFvK*Q`7R37gA-68RiE>O0=NcaWFNk5Z4X6A7n@C)DT+Di
z_zAhQ-me^Y7Rpb2KZk!UYQHP6IxHZWd9HAXZwj*>k<@oNeRFXf#!7LzGw^$RzJzfp
zcLDvVj}l=rF16T|#~RTCrA_c-zXm55ehM->$^86KYM)`T?DBvjQLZnjg2H)hKkGg#
zs&FWcH>RX*eb81J`3>5nDUfg=pR7{Ro%|obTktb9BRl`IvLm*y5T~@x1qyx4Cl^bY
ztXwd96zPlSIGw0aC+6^HAtUCVp?y&{g<#+Bvum<xmt8U8Xh{2`KLG9bcrx6O<B=>&
z51Pd(W$D3qOCOIRWa`0`psnh`M4`vaz^*InOO)ZuvkL8AXJ-ff*;k3E9<)Qrqz9$d
z^cL#u)S#`>`iUr}rxgO~PG2-OI{0t&4q#Q3_G{SFYB4=d1xy>BH)|*O765Wh3p(eE
z`&BY(@VOfl!|>S)-IMMFzs;#l0uu4$#}I6Gn=yl=x**fHF9(>~{q2<5o~sx1IF8DP
zzhD&H40O0$dzMTeIVSx)DNU#k08Q`yKEO(;$=v-l#G#>frLx&%SCI`$*{ycuHhaO2
zU{E&ohCSYTS?$bC?x}U&_9A*x(ES>VB%imfrFtLoHUp6u_|2&FIlQ-+c^4^?)u2e6
z-m99ACy@}4+t)pD7kKaw$B74bIXvgR=?;6=Z0qNj4H<cO7+m2w{O|S<J_eqi^GG6t
zfKUq?Jm(s4-Qm{-LDV}}KuUq5jhy|9JjO?&qqV;ECV+iRveKdBz}z6be1J9L?%-!J
zaX24OdIK-4R`r1BdD^NfKuI@IZG67s0Fqp2Rkvy?QMnUXRb^~dL*P=P>oWyrH6+8V
zo|5%;cV=~wQY2>87km)2x<Z<CV^)(`*}Ykr=>xiH&<U3tzqXCC&8py15a@tiU199%
zu<_2WwmL`c>LM12U2SK{-W1bA#2;&+Vps`0s5h*8WZ^<VhK6;!tkLL9BE$OZtEEem
zhBKXExs~zq%@}U7i?q|s+AE%Z%fiOImeb%8r@=02gA4e7JNpJ(J;{d&(XM|K2OSv9
z-4@Dl^kf?fxKx1qUWXXEd6C%9ESQ|M%qIax8;v(%Zftz2F9YKpx7R&?td1VTb5Zrz
zpCgOe%gli=pXT29-GVu7KH<&E4_Yj`x0Uq8*#syh#%(gOE}jKqM?%oi6G8#SSpyFK
zbz97|FDG)i4QJfcfgq9SZqk`65Q)rM^>P{-XvFfWb(l>Eiij4TQ{MmlkQQTVuIZ9a
z{dv<HZ3{iYM~V$Wqbigcn{8)yHXJklT`k+K_Us+oly^Wu=O)*l<xKbVv(<FxvWNrK
za36o^DlEYh2Lm}Do%ryxl1wd1`kf{=XkTP3`t2g2^qhgA;`^GrlGJ>{w6yX!F&tmX
zaKN2n>aDvdm{BG9I%P6?1R+?_%lLUD7ZxSb`l+^MRXISy)4H2Vl}*G5G?xwr5eG`>
zz6Q}}sESTb<#r~$tt9!UWRoua<0#qad0!hwI!0yc`FGlT7kVux+73JiyCBtIB3KVS
z=Z0Hyz&7lk8MYPC^Svc{Qf<lB^Sen+?!Q6Ln{}9JJ)g}TOY*!>&+pPIs$nTWsIy+r
zg&BJeA~QI3T4oqMPaQR7Q={&8pH3YY`CWJhf98`{S=6n%@45&2=tkW)I7KwTsk^>f
z3kr<9Nl*75D##0W|G~`y)EjXsomBDQ+^vOhD+--C1YS-Fbs2T-v#$^fG?mqcqeibp
z(MKZy#aLKf>8i6Y9dLzXCMq{Q##(NpH-D?45+~35MtOlJoK>UGYMLS_6}NYassl+W
z2Pw2WR6$BEFEBZ1t5zMZ2ko3<XZVKdUOF<Dp@88q9flr|^MOyr%YksBbdYS*?=kz_
zQoHif=|ZV`5LBfy4{CNTTUkx(3gK^;z*6{<_HOj`(1PyIM&lh~Vrk1d2g5Kzi8vTU
z_`DCCg-JTw*L+f{V!Ca@RUN85MjIUVpCdN}7~(U_G`OnkT%`N(Yg>wdrVqMBU)Eso
zsd+lMQjs5&TjcjSc9H>^xL{_q^;6LNnP}7)B(AUAk!m>-w(pKa{)$C<;j-EEmKSDn
zxa8$P;A@2?wFqgDp-|R}k>MJH2r+YH0)+#=Eiwyp`}(}Kl1Djn46bUsD0<gA(#eAq
zIkb;iywo9eDikOvX}_M5BC3nlPR^4354xPT>Km%R{-&c$etwPSa}yjWfJcF@wW^YQ
z{Z%z9;N6I+z7jfz@H)IcFKotJRmn?0;K=;y#8Lbp+dzMGq!?71xRs=VL?Q@o=Gk}V
zMmwcuHA#-8-p<&C){wRIez2zfQ6%ma#q_dxEb=ZwN@90_dUZ#tn-6Xt>Sl>}Ea?L$
zvz9Rr<||9U;I!Q-g?QH#T012x6TGzf92n`MW)O=<pX=-tGmheK@e@&m+7$xDh&dnS
z@SZ2UO-R%(O3@4zf}G7)I6c)nPS6;<9e_iYSy~=nqyi0^%d9+iA>i5NO%lA*HJ{*j
z949l7z}`Vv-}JZg2xZf)iZ&y(TDc@xRNV`0jCujj$pju;l}ua<m<3yZ5`vO*cyvKZ
zIBeNC0so?}^Qp|pC*iAneh+*Ft3^%TW4k_0=)p<KOblX@Ir<Gznn96qhW9R1U#xM1
z#b%n!4X2S~XgFPkUUc*#f$QWk4>HsZ<gjrD^zS6UV?~DA7mE2_Ksx=2^zvciAkjU?
zXUvKUn2FDB5QOnuXf(aa^~FI}Lo=Fu<knEeDP%<>w<&zpi5N6cX0A}GNT-Ma5H#2(
z3;!RkP>xjwq$9UJ`t|Ru$nE20MsAZgvGeJ2M{b`S&u~q2c+Ls@3E#lK-9~Pw(Hgpm
z+(sXRmUZ*OeUx&D%j=}*V^voNzeftSCO=UrmT($JS69`ASp!vgJ@EJiK4yrqG*ofk
zvkh;MogeO=VFk!4ol09+ERXr*Ubjo5JAy=qA!8O)?*cQxEF$ZZs-)u}P#_Fh6?>@m
zOhJ8VGJ_atDDjLofRhINq#iJkY5X!m)>R>F(~ME6xR055LQfLA%$FXq*>i;L>_+aK
zilPAqFFF=j^d|^+BSJ&fFC8F|*dF>CzySd47-&KFPlE!rMfo1Lkm}}@XY2}!xg&4-
z!$g0-E8KU|$?cVmthPqc-!<M7eDCP*C@N>6h?a3P4&zmdDup8BbKM?ajS%Dm#ti`F
z)(o*`QorjfD^-sCS>97r#T%u|5ifow!k6t~D0p=_qzl~_y;u`(=HjDs#iOlv%!n8F
z#~T)5H(|WE3yb1-@jf?NJEf?lQ2VGn<PLtVK)m?a4;L?<-BY|cV#VUc`Y>Kx<3EZQ
zRhvFrKhTpB2nHSxt}TbRXQ?@NJ4f~$yNyR{C-5@CON;F>cB>BCC@qDPdQAuvBNmmz
z=EL2_Nky^SP13IC*sTLFK>)U_*zLoSG6#tpUcT7v(aq>0mmRyEKtiI}jl*7%*lka?
z`)`lkme5a2fCHn)*LvhJBX;{v{dvKXrBKYhLATK#tCN`ej7Re&;r(UmE%JZ`FlBLx
z^NMNZfp+372~!U;=fem%!O4ImnPE%05oKe*8t2LwZJ_;&vM)sEqtAOvDx<26r_VbM
z6Srh@#DE?mjH0({LS)cr9OfFE@$)4wO`h~pk(@gg1^WX+4|x@YJT)*7vB!JxjjFrg
zGZ|R4m_X$toc)*foVtaum82_9n275=;2|r^;VOLTm+i6RA}2z`Z~vX{MK&C9<oyC|
zgSY<aE-X62)*a(ONy34AEc?~pAG)cWn9f3ZX^3)bWaJYrD$qAV$>A+Q-+M6EY5KO@
zrqo4IsybDM8Yfjk1oKhR4CjK84sX;K9M(;0E~*^?9H`4Df2Q9YT-7w8((+>oIEc8(
zyueU$7C7xGQQnmzGcNRTpz1v{s`C-Ur_W>J8#6orjvOTWcv7N#3KLxlq7RsK(?!~R
zOp5qw4L(Z4$*sONL4&*0e=y7%hy^#34rs|!yW|H~MS^8R4QAWiY4ce}Nd#LNL`9xA
zU1;42)%Dq;lF+Lcsrb4~+8$jpGcBud^Se|;qUB}5Z>C-0ymWH-8%7q$CAKh(CvBJY
zmBud9(GmukPyQ}^;`%7zW0O3}+1oexQ+E7VCG1$pqO9Dz(G6nwIf7!10-!R!l?;l*
z&~aq&z>X=(F@m2mY(eyzP((X2=|+jjrRs5CMb9DL$aFsgRUUUaB!c1iH88$hYF5EJ
z%JE6+UV?GA80A~E@sg!@>p%35={oRC9E|Yp8VMw-+B(>!l>E|^NZv|3gRyEM@&%0`
zu={V4BxOR3Vf}#|LXO{41pfs7u!wRG%;EdfV>rDh_G-r%=_4rv3p4ZDs9J``zK27u
zj@U?-U(@rs|EVtDQ`mv3k|9jk@U-bGo|9s|?{;Ppt(KVuto5q&`yYn>b~&=GGm@Pd
zBYUfWgj@Ye(k4`7T>Fy-osrt0aP#4R`hvt3+Axn3^G!w2!hCYR075Y_Psk!q<_Nw8
z%Pu5r!aD~qW*Qx-*jw5!5u1y8)*BI2bHa0_EJ;W__dvzx);s|3saV@lK`f=H!Cy~B
zi#?KDH>stlc<KZ~!&dZ+>TeE%Gu7O}$s_nPpUh&B8>g`8M{p>~R>Q^b#^-lLf30_O
zo;E91v5|@OEuskd<W~*p?G{8a)_<m8&&z@h;+t3>zqcQ*=Ss_maresUVDZC$;Lq3(
zH?t`A!`?eEf#AKv^U^vzTk0WWKXSW+q<69xI;z1}D4|U8jr!h&su`42J;3#12a54x
z40+@^>1IBjNn|n{(cok87+vf*h4st?r7w1rqrWy|FwGVl-*KXe7Qt5HkOMNG^b+I<
z7KB|x6?2%kh&*CXGjs*oW_p>z_Y8Kj=g_azhxaHSbyfjKhKew59gPvr#0Y0#boiT3
zt{2hM?)7;GI&@4k?ZtYFRK~nXUow=F(@ZGC3^O?`#eNWGCT5KV>U?e5(*CMWv{Lx~
zs%%Q{ho*ROhK7pswCTp$R3<fnuC^$C<4|C36N49r0U!^&p#esH8;A0ZoIE7Fyr2V)
z0u!wnR=XbOYBqJPsB=U9Bm2rBmg5_z8xW2AQ24?yZmq$@N<Z?U6e8u}x3<>uMU7_u
zlshto7!lvfgb6<4MJK^jjDV%K6QL|f=D%nS`w*!&ml$5a-i@7Y)0@x8s{4rIv{kIo
zzzG*o90Z5fO+@j$9Bd3Din~ooc0{o;`HvaiP{Rms6x6E;0|668&IHByn@={B3qLT;
z`eX1<S0(vx(N<pX%j<NvtF+M)@3(jkHJE@ZEa)n7vJw)?C);4r;@2I}Uzv+0B9WMm
z(DBUo_Xx(P*;j6kJKL(O9jJ`7J^&#WAj$TmUC$qYbZIIx!0X_B`;}aF8SiqZEPklb
zO%RhM;xn9P;ZW98vuTDxLBafh*C7!Mh4@NiP`8(Mkx#zk3(Un?39$?1akfg^zL@D<
zrv5CAy-ABK<nqZDH!D`~W{qe~X36@6kTv0Cv~D2>|4#IBX$&-M=UD>%h}lvecKK@#
zN_80)LTeM&RfjOA%fKVn-Hb~i?T0&t;4`DLdZix$>j0`~9)SxY>v}uLn00+fbHF+$
z*oF8mboYWiYr}wPFHpk_)8^jjnDz#{glfdH+)4<VFdD^>V?LR|ek{`l1xy1oWaVrb
z^4$i$%Z_8fF>)3E9LLrTXzIXKiilljVuP=Pi{n-hOMb({3=jFeQP3Lm*C=-*#LqF`
ze}%jkkAX%j<ay}*`>c?^hQ+4sFJ2+<aH|T+uaH0GW@gR=frTsNDf=@LV<gw(3i&1q
zh7p~;k9{*H5O79U$boZ(2V`iNPqySeB?#QFbGAo`_oroWU;vbf18eb`zC>?4`aUE|
zQsQ#o5MbgU?!rk_L9evxZ>;A1T&~gCkRxqaQ;tsNqmyQvxj=I~BU_<d!R&-tF89n+
zqacaowUtDv#Fg%hiRM5#<08)Du4nCs8GtIEbggNxi=lNsd1wx~&egRbe-$6w8=mWo
zBB8Oer(D&lA@M~rKxupU0URr?R*4`ay$>WZ-e%xQ*4|eb%|K_!F++}xRzQx~=gM$G
zW;f%qk@AJJMRfrmBzd#HrTC67FaWCNt|*ZK<M5XmlCa})iFD{sK%8}!r_Rq*M*)g8
ztq}v<U_T5bThkZ_SlRESLT;0=(T%nQ1L#8QF0$$ly-2m}yt&a!*VvtQyufkC;tk^Z
zXlYuI<za2+9{y0^ba~*wB05FMb6kE6#}K%zk~69(7vH{{r==kN6yQ!Bw*c?a1F+iN
z4LIW>jy8&GHkWo$ZXSY!T|gl5DgE2!I~Wj$hzbFc>SCAZgSZh4L_$Ncgl(idr}{Vj
z25RGv=EAVkuRg4#CRxub>V!z-E-IU9SK;NCR;36hajIJBB|vyS`S4CQ;e0Z`@bb&+
ztdyEc$ld_qkce*D>Z=c>+MpBG_J=l`L1Tm^<|k~_xTbJa_H2D{O8-9EsjhM-4^@+H
z71QP0Y}_gRUrk3RS(wD&_r*y4DgBk~5TjH2-~HZ^2^qQTFT?U!K7X{A_zEtc)2dIN
z9XSXtnKsnTnT($In|4O)%s9G-vqF8tHfn}qT~WTTM1X9*U!jbpZ}%Tj9Q9r%madV1
z4-~(HB&-`{cNBjZ0>y~U?6(e;iJBK#;S<tsd93hxK*G$@R(KKlp_6%Jg?B>w!30!K
zuu#jE%L)exlJ2bV80|W?!mpk&!_2b6k68JAtq|{m`A@8H%YB>`ek(uo$q4?9@5-D`
z?uPua_AFMIN3FNQwe1iiD_qTuO_q=lhWHS?>u_mu{GMqm%v6zE9pcczpDijv>*c&%
z;pT1dG4|8nNI+enA@@t*U+AaHr8noNA0=3D3$H*yvhFAjn@4GPryy5o&!QmeJ>hcJ
zmnPk~>He(jUO}?&DE`V{|I2jK!Jw>EgFA|S=pofhzbQZS$<E?5>80Hr#hb|63`C+H
zU8wZxQGu6isi8BLw0cm^QW;sK9#3Iun(SM#T<S6HdW$$zkLM8*23Y{=2WBW_Sc3DB
z8*UBiB^pH)_Di|M8Pxsx$V+zzJrV{ZvLdW+`dfK~j>YFAN6O)}W$&?H1!Chp_Q@z&
zkv;a)*zWu6v9GK%AZ=(Mcm%m%p~0iv!EwlaNS+K9)wp9Tj~QF)KV`*o9fuqWNV~!b
zR*Kd2w1+O)GL(7Q#IkOdE{o<SGlf*%kfi{tNEe}hD3Jf)S!_sC7y0*{hR2@dzpI!3
zTZr?6rZ322q5NqcNE5{8V`mUJIv@L|C$+?%kDY;%Nd9&p-3sYp;_yPcTOKonRL>R6
zatW!ze|a5pa58XneaHGLEWA*eA9{yo?7_dmnZ(Z8x2=>@y9e7uxCKwov6g~V%8sxh
z#VZb03sfA~KR5Q`PoIX2Qw`v&wB)k3c&Yy?=2})#BA<qrDz3uK2=ddsc<VZX<y!R?
zmMN>#GLHOV^;JAg5=AYc&cXNKv?Pymin^U69nj;$s_+VWJ^q+LGv<$9ps(ea{1fMd
zN3sKS^amE{+Neb_$$Yxm%J@RSn!BJ*k5k)GmpYqfH%#N&tuf&kdX}IaRXFrtLW;6q
zjZb`V5l;5PZIE-b4c}<B!q2xh2a+CQXB>;+IC^RL!j0*2KL2}hdh5w49O{ER7=XoH
zZ194Mcnn869kYmB(R^Z)+iSo?6MsqMAau>6qVg#f?h2uOK7lz3I=1hzflr@sfR4Vh
zh{u*bsG^=#ls<mw?*voRzc>2KmBWb5TpVw_?J`z9DqL%cPTT32RNG_wdTl_qeZ9YF
zWMBUzSjxU$(lW~E$lXM>zmI)A$*euJqzC&dqes^u=S%sCFaC&=mvlmCUuQvIlRxel
z*;mGypCL~m5TN?chZ#55mP5tfCHboYtNX6$yQpt6ihKV$dXz`b{&e(_^FsJG>4ep%
z+ol)pym;x91rydvPBavr4l3I3wA}#tTV--?YE9eig!KKQ{!caWTcMW%6I?*Ez^UE*
z8BL)_Z76O+ahuEg9Lb@=U7-*@BA<MPO*n~YZF5{NdMO#by<kLhLWw1AFZ|O+v)L$2
zeHKO;#usiNDTPv!z$9Z|j4t`*r)Z5`7rZK<G?=i6Bl2qQvlLr#FyiJatE(IQJJI`Z
z!a=U2$n(hqd9N4o7j}L|N8k_`$LMc7&y@WV46WY36CH$=hCY83tN^mDZOpYytGXY^
zz*bNrYRI1hgWQT<42PEC#20;!+!kv!ZTh0PwYt|U)qAuQUv@9}q2(p6dRxpQxa{39
z;AvFifZhE?6Z)gFkq+EMfYrU`E7JL<)j&=z=MFSaV3NEHMd^~G4l<YQ1Aevllh6fJ
z`PCng(VBEbVN+ew9l>U=I7)^8O_HycO*gquzMo{rB_PtP@KhZj<h&&6^MG#efydAU
zJ4C&}-pvrzz=d~qnB5KR<R4o$ifqwuU+G@ye|a&LS*U?B8%E27sZe^qd%oPPdp-HJ
zu4{R<0oU2(cD&<{SDCSdioV!Y1_kMYf^;It<|y$SH>OC~;Hpl&kku!-p4KO4=c20<
zfZV%$vAGaiu<9kEorp++K+u^_&Z|ZDjA(hkve|w(IH5CmXwc%N$-S%6>5_xZRFsBM
zOOxxQ2p?Rsmj`i|nJO>D0;x!;=xN|ZY7#o4w<qR{mQ!PSt*~Jua!)9zAS7%L8OdHK
zBOS@PFLoRYB9lABr?isLiQ;bZ$xAHCSG5V^Z3GF;hx#G+6<ajWvvgFi0{ZI!4#+m3
zZXN&EWWY8+;e#M}i_u{DOt5^$GgVIkQodPX_3eT$h0`<PZJW*DPGM1e#(&X9ZjQ7u
zkdfTI8@rk?MlOq`T#%if<eOQ9PzfJUUyOS4Wh(z7pf1G#dC5lt>daV7!Z|1tIo}Bn
z)mK_*bk_+5WjTW_L_i`!%HPE1b`NMEh=w%W8d(H*2vjKeP8#Fy<n?xN2wE0=+2T~V
z&iFfN^8jSNY;gmp2`)MO;T9K58a}=T4s*Z{6mnYfpqd>F<MTg-kmR>2sXyuSHc`r1
z0K+f>!R%_=#PqWF7-ol9!7F>tH_F4lAV8VXREuxF!qF6a)!@?3mnxMwu2N51xNaH6
zVf%H<yL8B@xaxT=BfpnyYecjB>y{Irr%Cr1SIwslYFu>-J3vQYvPirLNS0Y&=9*Qo
zU6}lAD<PsF8!wWFHlz7GoIKV}q2r>!%`AcTq;k+kpIGZ^%A6e4=L*KFx3r#AZ=X!~
zXtBSglxh)4|7=0+;@(j}-UO}s-#p{b-e84h{MXoQ88iNfPG}1jD@cK4&-m+L;b$Vv
zAAZJ9))ytgOrJI5zoc_G<Bw$7GyY8yqaq^eamKGD)Us!MAuO2j@7h|-1Dcth@rMnx
zdJ3PJ(o40C=QgttnK8j{$O9h}Y=$pib`ulazA0jYkLAc(6cfBIMazf@J|;7lD<;@X
z0`TmZ;7Ymz^&BUXB{2QRS+x8y!3bhc#ROd#*z(5&hg=N|JO|@rg260`V}heG6*>>2
zGllUz{lRdbDu~hqa9%d@D~Ji+E<_l`1n;7r{P=)>|65`L%71xcf_KIh#sqW!L1`@`
zCTIkZi3z5{{VpRW*xd|xjZDVa9m6mtSSy62t)yduy@>Mr#sr&&SXI(8Gext)_92kz
z8gVn^wG;cyg-1?u*Z}f*Q4buSRDO`hV1?GgNQ2p*d~*9H<T*_hdL;p#mEIBb1Vr2_
z@tn-J_+IULq=eBtDSJlez5Z=LVp3<9EnMs_a0CCd5+}I)`2BeFFNME}$bd-C>AVIX
zWbF37&G{4GDCA$6@tN<GIr|A<NKXGT%I)j?qgdA1&jrBj?T4ewxE;e{SzJmZIcOg~
z;~=_n%|v0&3caP8x6H5WdkaEw5RNFCd=<i16QEcQ8l3<lpIjvwMDF)>KE|bstPx*I
zzFjwzb9b84%M*|$mJ)=d5V4BHOy-lq2W65gG2gC{=wIfr2GWc)v7|Dn6Kzn9Y(I6a
zkS7vg$2uN!S`Qtw2cP8hd;|6i;+BA0Aqhpox9r40fWV}iz|Ep$9rQ<PQsXGJ!c!uS
zhwK9zAg9}4QaKa4ieN_&v*D&Nu}cl9yNhVCUSic-YBbC63nlh$MK%WuX`U3(9B7G3
zvN2n?&Inq0=|N`D+tep~sK_Y9HzA~r;d%{345r9xubFohpQ&03CgZHRqzF-N6l|}s
zRb|*pTQDOiF+H$JOn;|ukmf<TQ)sir*imD<Ii%IghWHfM4!6t6xq_=^f5IVR$St^P
zcBLuNgW>mJ6s?%RF>aCb%Djc=9KS#JI2r_94=zl{nsD;tR5q8wMKR7q{7(959`dBv
zwH!D`2&hOmIcMq8A)0>FeP3Xa-u9j#R1ZUsf~AvZqH|R<?5BTbfU-sd`{sBcdBR|C
zM8#xN@eQ!2&#)pjJY_-El&`9$e1a;zO-Jyz0)NL(J2pq_=`MwP=Z~n`RCd4!Sue1p
zVdP|jnW7KRWhb@Iz#)%z2PdtcD-&ta^}sYdFPq3|$4kJ(o`S8q#GB+KY1BzR%FPg9
z5tqt8GBrNoyc8OQcS34_qX{?~0g1o)WC{;R>uEZ9-ar<i-Q8vGjU6H#dXs3h>e73+
zE-k#vJQj%jUFHK7Z7aHMMee!aF7uO^ljFP0J3&D~7*Z@SJb#z@j59@eSr?D9?=pXK
zhA_2-gMCe2%FXEn<Rdw(<Zll0A@nSi%YB#m%uhHcgIc-jA#&DT3<|APyn%@oXbTvZ
zixo!E55M!eG#4U2ksy#4oJ5oht|cE_tne*z<vv!pVQnA-pvDUKZU8JA<6n#mGaT{j
zEQ(`=g**bX&$=k@DOPC4-hbee<2lUE=c07TvI3*qEZ7?)X+!^t8=Y#6XBwur_U4nk
zLq4!^kqmu~n6n$}I;a(G(|LM$uB|%v2Ai$SVcS>6M3bGNsJEv+MeDAPJew)Y)qVjM
zb`kHU1(jlM<_KLddnT)ekmZmuNE46W3g69KC^Q|uRy@7<?v26*R0?!h+i7yu_?u6T
z#)93=!)XXnh06B~KcXXj<3h|Og4qn`4qt=*T%?x5U9euN_025vK&sE7PDDKkp2WXc
zFVX8{=THqDXL*F*hmIjpGqS6@A*iKnW`mH3JsS%au}Hg$S9=W3EA7RRcpF>Rd8Jp@
zq){>WUf%OccfLa>ls>O=GF?G*Uga-qX^B6tatBJH^D1@@QAtyWGS7lv!FJ#0ywXa_
zT$>q<Ojh+cpBzu}gioT6BjhpTD9o{}SgxZmV*uH+(tmRc{U2uANUGOJyFy;XtBXNv
ziJ&@7*4`xT>udOCzOG!&0K2Lisjh0E^VO;w^C{p<k=6<F^d)rHJHA3gjMn4`Hd1-|
zjR0iU<p2H=;Cs%~mn$!mz9B=rj5A!&fDn>4onDh~Pn15K&~+<ZO^<o{HAAdH|Cofu
znkC-ZSb%hv>xp+u!Igk_vitmbO9AgLEm@r6T^oQ5?;e6%?2dQT{#fF-uj%xOE*2y^
zpP_>>F6lOOX)^^q_#~YcP6JZz5!qeD5o?1aPWDV#LPdIqo?E)njrI#<s0=rv_loW4
zXjHJn0cKa#fx}IWY_POajbA3k8>J|oVGO}iT!Rq=vwPj7t|IqsIqLz`OE##Rdl!0-
zaUj>curCN}IoyP~FS8u4I>z-!EFv@PkpbKf^6uU`^rR$P0=<he3#v=0@ZLS0BadW1
zhJuS1xV8OKavlr4Yw8x)?lG>dvv5uExSU+7n@-mMR>@YpBRi@7c=;&&g&)p&FyCpg
z%*o*Gv|tsnYbz{cpcde)h!BxaHv2+xe9dQBa$rZAzw4tV$X+PI5@dGA&%l(V0UB?D
z!xK1vfriIe6n|5Ft^}e&L!%LKBa3tyW{Z{pbFyePl-JEW&z{m?<l)9lf7F$Za4tZL
zK<m0S&ha&tH#SD23Ay#x^XT2`8hZ)xr27R8c-IVh6WH%n#h_f)^EewK8}!DI_W(me
z%;I0*15#`Maty8wgKI(f)?K_eN{EbNQ^nRvil!gxM%WYAg!(5^)W5n0srTMz3P#f-
zSM4a!FE!S~I%$<SX~o|3I0xRXov4v9WQRH8;}IlQ4(PXfn;Xl*<*+$5GKZ@)3s<ej
zwcIw>#v_p+Zux9(=C3f5JDW>{2ppp{e?yx)jb*XT?SLY0bL+1TQR#y0U-C1b?9ack
z&HV%&0uAlH(b(J;EXuICX?@Z9d)eG7XyGLu*@{XX)<fQ$JKSlcor8W*oBQzqYAvD&
z?88Mi_cSX0M{MruVOb;O*gr%}XLuBhoi%H<2P@mVAX^8Pb~K{>x4lYvr(@OYrJd8(
zl+_vj-yb6H&K@=DHBKc(LBTTaGLO;t;*6e6uKvOZ*1%n|u$c>#+>_PJCgrXfEq@w#
zB4t=^DzX&#({LXCAbC<&Jg91N@u1<;iwBLIQ9S6F#^OO^nu`aW*-|{Hwyk&&kB2-Y
z_b%(N(LYlasf3f0!R6|DDM@L9p(OJ1-Q-nH{FFqd@+y}-L#<<8F`xVil-if*;<0Wj
z;a#rb4$$E9Dwi>Sa(R^z{U}yAw0yF4fBwYx16dU3Rjvkx<fD~Qo|#uEj8%W;;y|;f
z1VcnXE6KeAX&&T(dDsU2UwK2vJPPg`L&RO$9FtnZXC$BQhrvmxCa*_n#4Avm$p?gO
z$Z~LSE@ms7qM}fLtt;dl?N;nD<FwP`*B8DqPi=&RRRj}dbH^|^IFOi6rX8cKH^;=!
zmq&T0&e@QWzOiIg*`UBTtqoAq@n~b(-!H#MwrHKG&_oo$@7~fR`QG@==QNZgSNlE%
zs>i#@KmD0ccI!ilnym}OvF;rwMkpF(N`y%c;2%b?4JqK^Ihpo^g1es*0;T##9|x|6
z-3OA@d9tsJIqfN~b1^PDFLCWM7Jqj-$mPhgB`-%=wxe^(ev`p?0JXw^be3(n>WRMK
zNYuo~DjX8;1Mt61oL@-~6~oq9H;lg4S%s$K<Cl4Oj#Z|`=<<Ak&8JP{(uR4T$CISV
zhxluM#-WJnG_%G)O%%#`?<3w<_zB9PC4ZvWG-Wzbq~A(9hmkJ){XL7+w9&c9_EVfv
zNCxymd7xQYA(0@u;YA{%XK8b1t{2Zn8O~g<W~jZ5o%oQ5qVAT9qEdSoSuTlMgfXuw
zikU~I4{@ruOq?GtT@-MBAP}pvGf``l<HdR^dTBJ4oy=HL=f|DO8cMF^(h&SS+o`I9
z5MNk$@^E|zNnL`C!V&rnlHU@gSZFW@f;~NEG$w{vl~;wnSXY-B>(|H`wyy-Kq5oy%
zle*Q6?a58A86d1E`R7xyW}FX;3N^zz0&vx>fc{zhJy$?2Xb{@q^xirU<O6WWHJ?;s
zU?#MoWea~+Y~6E#kXAUUsNei-Z>ODhT-ulDcz>slqT|cyUmi}4?Ju;`z`vY?vBqNy
zqKb4M-ew#hj0Ozis~h4uw+W2;-+Vf8`Wh>AI`K|6dxfE)?4xDgNB9d5i)q3;`*h+g
zIjbh&+7Ev^@sZUnaapGmulcJeNRv319H)H#gs(Qh@qL8Vc<zuPWRIs4Kaj(5@|vbd
z_l+-{1%gxuee_!3Ywre-2B@F~Z|mbA{8X32qYqH8VPzO+_JH@$7;j~acc%#NS!ukn
z&yKv|Ie<m5W^BvaGe-=;H}Dn5Tw0R9C^3I3`C;)|UO+%uWhub=Dwxc(zm)@mtg^+@
zEU;e1u4ZVD*O$Uuv<|Bu(>g5op&q^Z^<$7QSch};<#}8c2e0x&nSJJ8dR_j-=`s0R
zCVzA9CQt2^PT~IycuX34hb4>XmP_NK_BH5QyZ{ua5fc>zCj+@~9#srizx+wZu`G&D
zIvz2=YK7%;uop?P!_`pJz4~8&?}IAPdrSAR(rrK=DA1IJoO~o!TErR?D;><=xFZW$
z;J}IBXz!2mI957%5m=zhpt8mMiL4`w;#g@6_N$Y&uZ3GYc<$D{1@WTywN`g97x-<)
zixJARkL#4cF4d>3s~VzbSXKaVnMU?Y00l;N0+D+oI~<SR$c|&>avItCF<x>n!28{5
zA>N8KUMqf`cq1d*3$S8jacrV?uwquW?M>p*mea~)Dn@t9vbhZ(SrMDNbI-KReekfe
zxyQa0Em}^S>pX?Sifry}7R5GK3`xWu>j$;Dp8<U!_rT^JW{t7AKKz|wb5HkA+uZA2
zG_+RQ!TosWDgUm_zp>5z0p})?GrkaRWncCv47Se>8Br!uW+*1v2VJAS%s4-nUZd7Y
zJ8#uaHDV>!c(3A1yTU+ix)X`{PX0WAD6z`Mah|+P0^2^JM@tj<)3BXl3}VbJ1_u#n
zCPlA)7En|Pia@6<Fj|mWK^BGokbBS<&Y}+cf9Mg*)V7YJwT5GVrn+HLNpdY}kR9tU
zX^HlSIpJuA9k>)?f`#BL)P6M~Opf6h?1ET@c}#vIM)7N*sVD+!d{2|-1l`fO>7qjE
zo65ygPvEjbO##%&B=v73L<K|a__tHU(OqX}F=>t=h{-2|fv8XpdxvsJx9eiN>Ev6m
zFY_(5Mfl_IYDB5x8^3arVRY^_&paXSP%q_Fk!}(ly^g`hL4=)`f|&>SM4GTAv9l|<
zFf(O$o3cmcFOx;UD@^?2V23)w6*+Odk`Dcg&Dfx26cnq8>jzleOy=xxEb4mT#c#Yt
zw|Vi>{icn15zjODeD6eMu%Df=kX$;f;Y_HZ9#rgu7SoP-2~kiZqo4}tQIh+k^T-?G
zs}wKQ;D0aH49oqi8o|y$=n3YwlK5`nsc2#Xp1mlHhA~MT@RT@55$_cB2Ra`MdU^N&
zPa?St@gP>j2yep2J5)kkJeQ&u4Uf&v?*32eP$b=EuCd?Sh_WE1GEDtnDPoRv2<{fn
zH}`YiKh~f^?*swolm7yIsG+0at-x}(^WPVJ28yMA2AT=!2WN%LF`PEYx&^Z4ej%Me
zYwCR1t}$i66c3}PSqi$q|BAJRO}wHv$q3H}!ShpDG!Dy0J$H#8)hrro%q%sLzcEXd
zq$0!JQ65KzJHcg|S!xw>2%I~XMe!^(u@SS>GoPS5$fAiprB>lt`4jLD?-Y*d{)IfI
zHuy&i)$WU_-QxOjjH@^c*BLP`q1AgGYwyO%ya^FFKS`0R2FF{(Z4d^^<w)Sk!2Z1&
z+~^xnd!4q?v^u%y3co3BsRNXJhfnnRFOo0KCvAVDJt3ChhLxdzch<#L{oTJMt3KON
zSt2Zujw1(m9w-Z<)X4rzwS&<9)3&E*Nr!ra<@eWST`8+fu)r=G<u9`JHPUNvJA3O+
zYp|Jq2AOg2#q2;o^Awke$-ei;eg;R-btM=ZsAc27cXVpd{V>7$@2xJwv4C}gSRVbl
z#5Y($b?Nw=?8qlyn7;!!bfYe3vMg4YolpeFuxxcX4wQ8>Tl_zzE#JUdDa)5zTh_U^
zTWzr`xH4x%8f=SYUbbpH)BJ0p_|ML29}Ag7DpyBD4GbL(WYbD{t%o&~sxjQAnJ#~I
zPfXax>WJNE+S1CJrV?H&pPcm`6(SvRzq5+d%z|jSs?C`RF=9N3rQ<mC@hWFAfzwLq
z*2(xXH*{+c6vIm}Qj_rOP!vOx5XN@5L)q{AtQ|^`MS5;%u`}OC*rO)@%-&<GJj(od
zq#D2FT1qVtp!*HM{%7$0Oh^f-7s4A~-8&)<IA_UHec_pa<6;6~b(!~chfI(*jIr?|
z<qX+M3}I&Ud@=`w1?MXz>ig~8D*NCa5+gu#9Oq32kcsm~YJbr?B&Z8bk0p21@9<dC
zJCYx?K;#EAl~+h7Lk=5KW9GAq`!HUZXD-F1SffkI7J`U>g<|5~Bp>A~320|WY=igZ
zh<MD-BfF{qe_B9XGh(cai03KSvFPy~@+cCW!=EPNIi0@|@uc?+w?TOv@$AzMDXGBL
z!NqP4<_s3a5zkL%BI0@VeGzE(x;&aiC!(9~W>KBUWS;Xog(Vm?tpWeQR=n#J+x|WH
zs|UuZTAL_Zwx3SAGj<E#z7Lo}VMr(FVRewGJ@k-p{%YkY$Mz8(-K3gNTJh*}Z11yj
zIdg2c#&~}n<DDGgeKL&~I#LdHsRGLmr?J*S{+--lB#**Q*hGfwUeJVBT#IAXOL!kp
z%z$*&@VUKOvS()KgSv!_PRdhQx@3ppYZ$pkw7vKT<jM=dcC@{65+DrMpuXQsW9#5c
zQoXUg#m5X|`$4$!YbyEwI9JxUy?zg_d?YUkHoNoCMm~mI@tLjEN!}hk@yG>*p19u~
z1)g~RH)&7&)$Ps`KTjF=d`n;x9CC7+=B*!wiSObBrav&&bnZ*!6TC4>9Mu>9;$JEd
zv`c2u<HpETB~z4JE1xztHA(GsvYVvJEU7k+;{A}DE|k2&wZcT?^}F+OeMN^NFPDx>
z{HWFEJ?yrW(?%eJUj1|oRt_-Gl=Q&;xEbp6%mD^F@ub_M0djk?3*pq|b0+9Qb&*s<
z_cQ{-_YU-DpbsbH$U1|&W#K}S-{3M0LOFO%))_)2lR3)%@hHFRX_R4>EuyX`XV;TQ
zJ-qGzhVOX$UDIo}?+9jAtK&8}B{%a$HJ1%75^b$(9z{hN{*J*{*IdKrz5H`EpSSnV
zh*k2*#{PLApI7(KQ1N{7_7+rJbcNsRt-f?=6J%0^beG&+V&Qgg*~N*Cm@N1qG<4H+
zm29YdQOo6ye(CR?O?{&UKhEgyi3Q#DcWcn!wb@YlqUqC2e;~crF-r=^b98n~fIkr6
z-#r@&;|cKJesl)@MQ?UTe~AAzftrs0s&i*-fi2~ewm<~G{ijE7S~RR-%NG7Yc`__F
zVGDd-=fW)@pQE>EVE{U8&<8_uix13wRXuz0N(bg%PfmXW8Zq^g2^;OSpm>u?wEK2g
z?yLQBpAK2N&Rf-Wb9+_q(NX(xb^Xy>!0Vl{Mai)GleQ=whF@jF>L+Y5a9I6?Ta;ru
zsF+*4$z;m@^SPjjXFBWV^_|Ot)PKE-FqQGYEl<M#YR@_TlrejjoigUEvh7bQ`{_wz
z&N*@X*l`oi9=~@{(fFdWqWzB_d&ZcP$|js$HtzWG=Zq;k=<q`i*|V(ZtmDrdQ?$d0
z<Hi+@J?q3XYSFCd`0=NlQ#9fHabt>38ei0JzcFW>GiJZzCmcUw%qe5fK5OUwwkaz*
zZo-%|#|`dZ)NS2%Wkvmp0D!-zjye9MG2^Ah8OKi;Q?$i_hYTGya=)s>w<y};kRijX
z@Mpgf#~nFj1Pjcs<5<Dxp@$A1e&`{#Hh8iSCyhT&$Q^q&=pR=*f$Zov;ncC`Y`^#M
zC!KU4iw>=wfdBgu4BTu2II-DwWt$Ng|KaC|BWlKu8*|3kv&IZP`^^8t-uu8eRi6F-
z$2McaGG#17<~kQy#DWnSW{R~Ue*ywVM2HS02!#|V#unRvfDsWpM6HUfLu45;?HFSn
zV=g*}8ADbbvV5I$onx-scwFb4>m2jx<9uA&eBakOCpmXQPSEe3=lA=5U$2MP+&jtV
zy081Xulvur&z~kM8tQB7qmycyYOAWI&zyB_a3n1`iQU!L22I1JhLw$rYnArS2~NCX
z$^sfZng5#{pjCOFOwE0u*R{YuJNJR%)c7Pgan6-wBwEvSQ<Jv1CKAyqB_{bda9~s2
z+S-OCm38&ek?!-{dG7{k1M8N!E2TT@!j<S}U*<O71o5Sf9O=Go5FVo8s;b2eE2Hk}
zYWMJYx-{QCT;45MFm-xh%7O*DQe}P=m_F0^Xt<kkL(XcVb&DdkZau!yx{>a(wmuxW
zbkM-t2_sV16s?}vxOC;sW_Cx7*UcAbdKZ#oMwa_BcYW=xZmp7>57f>d-&7l&$q20+
zt__z@#Jy=hnjsjeA=8U$7W3m8(nkaJrq-N4eyLe%<Y+y#Mx(s@vdi3KjOGr^#xXl6
z!<iw3^MPE`lz;M;I4TvJku|z*3@pP6JDCM$z$eTEy#WKwp=g*|t<kGc!jz^Jv7H{S
z)RP!(SkM%0tgByIX%$2pInt)wb+wI6Ox5fFk@o17>1Fh)Nb3UW?eor)x3_aMr?C25
z3MFgN^T%hKV0}Jfgp|q~Y;HX@dR~;)jgHjTFO4p%968D~Uc9WPvDiSp-~#vJh81fV
z1$E&;0~yV9O<kA_H$@xjXuIS)uOT<r-n@9ln#x5hmn=E2skX7MCc;DrFIcoDTHEAx
z^Rop;Jau8OIw>S;h1Ta?rZnWzL4yWbvB(Ok7te+yA1n}aB9jWNxb&eqGS^<}c|Q>@
z$T|EM!Xys2_&HgXCq}zi23O@smTL2#6;ED=6;GRHV@(b<J&BFAtorWgvRb#s{MA?H
zY&|ENKYB0Ju8ua=EM_Q}W1&)(xltpHPUmn{(Cs5f&KonI#G5sleZzQX@T>EvF09WU
zH6X^CwDClr?(-Oe))H$Dk6d6@24vNEKj9e(c>h(Iv%=_KnLSJlc{5MR{&}C1W-A}e
zCz^9ZW6rfkVK(nl)a%w~&54c8jX`~uj-rg!zLTcMEMt{WdO~W&0mGthi8-0&U^MgE
zKwzXhTpOunm}mnRud1rLs)p_+`usj*<&lH9EUZRD^uEO`yav~Gix(`e;Q({OLOg1G
zWh3jCS=!jdRG#2@Cc!ZWSPZQZVa;n<IKA#Mq(&B^6ABw^vBWhZyZOjYGX|a>v?ejs
zv6E_4cOt4MDL#CpdW<qv8C2TH%1Uk2$eNLQLpU&9R})!Dz@(QY_=LqgyJoxd)@Y42
z*PN8H$}Xv^jfCB#@?=ZK2)1$N@YfTsPn^Pems>#PNNm)SogijK(hmKQbn?l2;;2-n
zAY&xEPtmH3Es7?46Jx8vHZaQJFUn?E-&V*ts;rd#jIrAsH8M&Ptxw6S{=tGJx6%PP
zmQ5sYiWgG_8meVCd$KK&)y&x8%3f{3#MxKK4mP`~WA7K35|rJp@yS&agT}_r+~non
zPoEi_GF$h+N4k0T{q&i0<b%mq`T76c-f+R}DZy)J&*Y<PXZa@vr!2^MGT-BHPBxm^
zQ|4S9xK4JXvn06LQ?8veaT1%m$yd)5r+T$>rr#i88n36!o<1?4e84ug@S|C?sX+={
zKMP0GrcA!llbr?nZqUz}$h_gw1KMy|laxK2jFgqKW@szxo9dR<bAF<~qYt%k!%8-k
z+LA~^O_ZK&tXX5c9;I3PvfRt*6v%!&RZ8T)o2VDRnUBroMdS5?Rke$wn!dr3R}GET
zrpO7C{%=uD6RV1`^Qx*^FozveJ?~a>Fsfe}iMZ<<qV82}IppliJQFiZelSclyy$0S
z?r_6meS_@2d1X`7y{Oh*TgS1p(OpyT)|23F&|fz!T29PTaAoaiv$`p(7uVK?$swbE
z@lAoco9m)%&fOe<!{%~fSk75fAFWyKu5D~=Xsj|^c-^K$@h-`7*REbc1+`&{Jo?#*
zdJU($4L&>E;KG9UDf9hzP5#N`7tc2AKWmoDmTz2HtJOrBYBiE66<m6*VRyy<P|x@L
z5&yOM_^g@NM+*GjX1>pU{$Irl{-+=He!RRO-!lu||DTTcU;m4K`afX##0Rv`w(IPI
za%0T*%bObNx$vZ4d|KQPiLl;q^+m1@G%e5~Z07V;Yk_PM$4DZts%vWEB-nj!)w%AP
zB^>3mixwwYi+Cp+%se~qxw2ZGd;7Vv44MmExOQ=*rje@^4fT5GsD3fT-ZU(5s@j=;
z=j(or<x+Kfu7=R0A0BErQb=t2!aL>W6;T$}ro}ZYIH9b)Wo2#s;#vvKIK*g^YQiN{
zP5bLaV?D@B`tN1=f3yGp?)d*-@&CyWnCA;lVn5|1`pNP#?<D1KDbVjW-+$F47hLOP
zUe!c6U0AK}<T!C>GoIT_SXZA{*4Hg=2r~^<vI|)%R|r<r)EU!6GqxTw(`(pb$>t}t
zl9D%ZWt*$li?|HU3$7<L)v_TAyO-5Ombe?1xNF?So$B){E7{JzD)$mD+`7YcOY5Rm
z!1}zEdHFudFRNY6mF~rLH`9LIO|IFawE$O^-RE!_YH~wl<<0fHl#88%G`CxuQ_E>D
zl~Z?Zlxy^(&9hrgn<7^}SVrp4zjaw1SF~1ewbNYq<l=p9^XIwISP%BhH8^#?!G9LK
zUwXaqdBEfblkOXg&kvXk%`@J=XL4J}c%SuKzof3dF1kjmnQ5$`7c4gPOaF&@LN2a(
zfBCrfecGL2=JjBK{RZ>>&i`V5_W!4T{OzLmm$%2?r`^9g9zR)-@5+Mr|EK=v{EPA5
z_5sVE_W|v*?fU1!{QekZw*RKuHO3Wv_xQ`)V{g20jOJgtB2u?lR&lf{_qp1&^)>q4
zpzO^?WA!#lX}8^B_`QGqe=i^U|EQk-?soj&?*AJfFwZ|ciTy85qMs}ue?Ce1Oo9Fh
za~z&$vfx~VYZQ@&TeD{-Trg^^TO6I;&=55Qe`CXn6}91+T*R0q_am1zM7ZD0U34im
zlWRGcUs=1x{9q2-nn>+6D;qeT<0^ZdMq9#>fBF*rh_5x)%C#Nllv0d~G2GqKFKsnx
zQ{>8xdr4!%&HBZiTCU=p)1+yW<?_^YHe5Aa%#y8A?se0$hLv3Ft*>3hW{PV{dTjc&
z9XVjR@0e^H$ocV09=y1N|1#MRpnN9(?$H0A|1-4{K4)7tgHyVyD*e2zsw$ja73SzS
zFU@OERc`A^1c^gmHjFbMV@IRkn5b>kxRPt*Z(@CTR%7jwy43}a%~dJdz%H?FslKOL
zq1%ykg8sn%-e;gSO>$Y^EvK_?>Bm~RAXub6uG5>NsB&Z#J3-@A*SOHfP{75lT<ddR
zz+jN8V%mQ`X{?WH3wXEr{>vs0ntZH)y-yqE?fBsz<m+EH-)Fi08AG?@$O3)3`990?
z14j9enjB&Ba+7OJ&NKP=j|}@PKl-fk{tT02Oinj>kI7q1ZaiezXIa?aHBFO^0VC;e
z<ovs?v9`%P`PK)g#>HLo9^_ex><K()7|a>-*@lMfnYz)x1D`YMyZL#8519Op$tz6#
z4D)?}`|!2QQ0{BX4Gd0M<Yi+`{nA>^)UGWm8kfRPEM$bC>9N}cj6eMxMob@l!H9F%
zVT1RZEHgj<smX7eJTYE9JllX3H9ulSkT^=kE2i0icc+Xv-9I(>Ws`%<&pS;%VX}A*
zFY=iw&X0+Da*71Szfy7O=4N2m{mh7G)Qbi$F}c^|22)>XvUnbIwdcnr3CKw&kIOJO
z0{iRFjd*swWbjkw`%xx8`Lgl(Kg{=~+G_-5`0f6MQLfSCgC>ufbaop0U(ENV{OY%J
z%shVKmqxi`X8E+qN#^Ibn_OVBl;1@S4H46=Ht!X~Z>`C-CLc7p-(<k#ieDM_E03D-
zn7s1W#`_<eyxZi5UNt^H&t%~`vp7;)!vht{8nc)Oq$0JejpN%1$01fB9xli$pkGwf
z+shCr^xv?;IK<DJ&m&6QtC?OOu3fEGmsh%E`8pP$I<vS=_u`s*xv#}0p}v;uGIgtJ
z-)H^$%`v6T1woW<hZP4;0I`dyGNLLL&57+He+`jUwX<uN)Hcc`)x1m^S97ze)F)J7
zK2IpmNsL!+C#yMqAAYzj60Xda^~&`mTNiSjS?(d8B(9qqR@GjmU)(O$ro#5{sDn{R
z9%^WkCl^-9ZNl6gMYSpOMr(_?1jjXZIhm73LfCnobI#~<!b`Q8T;P!)wezQEFZrDR
zx!UtC;h&cKB>Mq-FYz!&8y-5<Iq0JUwc%Qb|An;BA}zE;3)O3(MlBT8LMye(CU-36
zKD&M-k0-cm7B8+{5#>g{R%NVqnpXLlN&3rcOg?P#w<bUBHuM&gKR3DPY~%CWZr5(p
z+<3g*@Hpcf<MSORUpF~=gz@<bljF`c-rr&Jt0w2o*XC*SwZ+ToBF2r>rUj#o87t3O
z$SZB0TOM_F&o{?cn0y*rjhrR9kqO4<*e}qq*9MI<>bue8E|YJW9CL}GziaaHD&zfp
zlcqm?bA4hx`Yn#^$9i02uQbXBO~y@jo176a^dVOnyx!!kCXM=xTPLh&a-(KWluH3x
zt$wzD{lu#RY-;r<LF*!NfiTRe(Fx~8E1PQP<ekm1MPFPe&ns#Z8EZ3n_}1t)O|2t0
zc+bVixUD0W=kl1bar3^aifLTi$a0l^zu>9``V$%EBccmxR<1T2e~|n7QX(w3YIp$P
zss%inx_}3jj9XMZK_HKw@(1Jmoz=ho@A%}h59nl70}n?UXI!)OhpelrxCBoZNPLy~
zLO{;5$g#JeK;h?RY5h!A+>9&{lT!cHD;sS?P_)9@N=WY`ki3&keI+#;t-qFCe5vR)
ztw?$O;G>>(j!<0W*{?GyROAyfC3_OpS5;N^$X#7oq$1<Ur+Be1f7xa4$H9r^>zXE8
z=QF{E6VjC*g3(@Ui;>?Ja|P5Jq6DqH)E})e&+H9f`f(`OV4j5;pIN)(!d!l!^0E;w
zaB#Bn#vYdkA?YVCcX-Svkl2eDj*LE%2a-maO{X#SD;720WM*HNyhhUW+g+oK2jvzR
z4wU(!uan^~G;$lKv8w7;p`KS`5EU5=l1AI|+>Fu>C6xsYR&xJ-UY_8eeyOdw`2$92
zU(-qa|I4jV{7+h07cmY-;s3fuydVEX8nHf`5%YT49r^G7X1+gWUUXZ3xuG9>R?`kr
z<oBFh9D{!|PBOG(KQ{E^xr=mJe_4*X*N}G3H;&tHnjCzi@jh#3$DL;RLVe-r356dO
zeZS&gEPtFo<dT0~GYzh~+MsjB`-^|`J%;_E2E*RF!r%>__gDTUv;1tceB9*fv)*6%
z!T)Oe?=#{b^KGNc*P7gEvS`wk4_`9tKfc*0U-gi|g(el#qAypN?T?#zf8C_F@%^=b
zj2VBS^Y=S`7XFLnH=E_1vy41WHTk~tXO@qc<#ySWU-+bPVb^Wu%Wm9f^DxsVN4T*U
z+AK~}vUXV-_Mf|uUD0F?I>v@dvC7sz%dEdJ?^%7HsTYn*)BjlYV5GR$vgMDLE<a`}
zk7gMM3AMDQ9sQn}A9Fk!^<9)R&HA5Z>V@l$8Q&%93NE?hc8Xq6*8loE|DU5h)?rJH
zC~Lp3g#E=+c|@h5agCJA#&_JbFC3R<d>31tqeiD`ras2f)o85z3^vExiS}wVmi>eR
z`#{6ey2biEpnU(?_*a<r$4wTDud%aN)<^4Zu06p+w){Su@>zXwi!sk8nDZgu|0VJm
z@(MZEkmyeNRQaV(do^wAhcqp+Bc18wbz)aKQ^Cc$KeeYbe)#!k(iypUH~6`9CIMGm
z-<RovugvSqI4;n%>KpqqUbuWgUnU6u0HZLr5c)Ok2e1{s2-Em~4_2J7Y0jFyOf@_c
zhTvQngAo{qTVWFJgI%y6wo>n~Md<i{dU0Q-13nMC;ovaw@FZdkdf^)|2xrvd7d`~z
zFtmhna24!^o1x=#nsyj^VZ&0&!KYvpzP_w4(*{S^Q4UUn-EbdtjMcQ?K@W5;=Sw2t
znJ^5Oz-AbOZE!2>fc>x=dT*lqg_?E)^uT4%4-+s9oe|2z5wHzTfE}<6cEhKj!^d$M
zdSE~F!-|_J52wOrxDd9%4X^`lhTU*GbbMaZ4nYs>hkiJ^p7O97Hp3aP4bFoda3$=9
z&Cqd?ro99`@IRm*j%uJhoC=#^5VpZZumi4u-SF-eeHrJ)nsxws;ZYcXXWi15iNNKs
z1vbNWcm$^4(8j(@4;<UnmvQkGORdlccfcUr2cz&1Y=y2U;|MN<-EcW{T%u{4pa<@Q
ze)uX3!{kcJ!6PsM2dwJLbix_17jA?uu7+jSFn*zTE#nuy1)JfAZ==0%JnVqeU^iR~
z9hYj_Ug&{`p&z~p!>|`N!x1sc!y8}+jKXfX6*{UlZ5Q;wm!KcM3B%BPJLO>&Y=aA7
z2iyvK;BM%=Ow%q}N50`K7=X9J2z(8;!a;Y?Zdd_3;WXF_Z-6fT_+lCK!FCvgXWmJ^
zp%=EoxiA6mf}L;&?1lTFi{12V8^{}U+(q8t5Ez4FU>sJ#Bn-hWxE!Y8CRi~+)3(5B
z_%sZ`Lof#a1mn=vOnEpQcEJEl!|y{6Td$X)AEsd#p7}-c2G56W@N(Dz*THVM2|Czn
zZGp07Jp%o(8-`)oM#@7EY=bLc2lU=eyWv#mVo9C_eJ}!pa4n3&ZLk$S0Tb|f*a_c-
zy>P%L%CmmDp$}HUAY2a<S7_Sp_tH+d6Q<#~`^eKY@&;qD6~^ISn1sKAU2s?n_Hg$7
zv}-!;dw}r(J02u1*u0r?@c0(m17|+MID(Hs=M4J!D~uy}2nJw%oN)vn{VMYoHtrxk
zxa?8tgD=7~ylyA)T?zR*o@)3s48cL)B#&^%x0vtnv3Bwx@4rJidB2Z11FYNMqdvGR
zL7eavzUVv-2lL|q9kBNq;=77`B*_=_{E&RXWiSdi!dCbaOu*d-s0T)WL_Kf^teB~3
z@k7J|U;8ofz;VxE2M;}u9ef>DTut0Rp&fA1Va5Yo{ZrZxD?9NIW3Uqj_}$K4_!M-_
z!k*s}^}*I(6Cb?yRr(7ahjF<2H}n@g^jq==J-?$~xDi%dLp%S-IE0(tAn&l{&$J6x
z^iU4E|H}A<j=z(S*_!5ioBCk*Kgc)S@ekSuH~c643P-<3Tyq$Q&<EdvLFoD?d4o5?
zR(MgGcEPef;({DGGX5ar{FMGo1jftyGp%rhqd${`GhoZLnwEkIIP^pPnNC;@d*SZ~
z^k*ur)3iMw>Cc4WYahiPI#27*w8L2+!yf+C)t^bj-9!5`o-Z&z&*;wt;7%BU9k2zy
z2HRm8rr^+F{h1!P5jy9RPw0hj!2oog*`JBR)i5saKh>Y<fPUBw_d&<?%zNm8$DtpN
ztsq_)g3WLhY=d#w0mprs@^CG5+@NWXLqELfEaHV9bCW071QYOn*a`Q*Ug$iVyv$>s
zz-kzSA-EmJ;1L*y@4+OzYB=@5ozNL#oIx+_h5;D!&`!7mw!-&d0w&L)Uidcbg;gW^
zGp_l>4Slc;2I1jzsaIG@JK?La1NOjfsEwqZH?p2W4?G3~&^3zo!l|$Yu7&MzFHFJL
zU=JK~9&s;V-GN?s3<lv@UgCzcVJqA@ntEXubSz}wZ~^wPYz+0moiGB2evbN}7q-Lo
zFa^)_(M~uCx@uS_p$~3`LD+v0?SvyPCcm(99QDE7up1t@lsFf$PLHP?d}$*60t0@=
z0qmYieXt*<;IJ!bAKW;N`W7><rqiEr_?3(wxOygW!oby(gHON|Ou-)b+APY2IsVQe
z?@+rA9X=0x;g-3KlUml}>lt70X&8nZLim->7tqgeAMAvkuooVvp&UPXKV%W{zzr}A
z55Q(PbTRS3sW1g!guT!kCZ45?C+LH3!Vq*Vp&SgsHkgDdc-=C}!7b3WjQrn3eJ}_^
za5Id-H((pwT~9gK1ACyOfqd7ou0b#Cf&sX51^o;!x`lSa6l{kB8YvH}VGmpdoy#@t
z0qBLhU;rL~5x9Xb|7?}_Fae#>{!AB~1=G;GlJR^Kd4PVn5QbqRY=+IS4fenk+^~vz
z;jmk&H-Zkm@Hh-W_iE~evtbKN!33Pe7o&E;MQa(?H#6>TryOjD0eApLgzG2=C#|Qw
z@KbkEA6x*P^_uom=!JvsVm!lN!x$`YW<0}DFbN$S8P9M$bTn|@0lo0S`{)-~-9kBd
z!$Z^qH^CI#3!N*Nms{w6I0gpcBp8K3*a}~U2^f2rcEO9bQO_;(GxWd}kJ2vK^BCpe
zmNv@4V=y85*BP&H7wm=pU5wX8+7GMYy4~~xOnsAlz)^dMQ{KZ)xcgg_gJYhcToa!^
zN&msd?^6yQgv~Gw+hFi%<~dvkyW!v;(9S69%YNDkk3U0R;LId>fp7efa`43il!H~z
z(GT#37Z~R&S&x27IT(aNxEscxmZBfvD42vv*bQ4>q`p<`XMRRGIOZkF!Pzhh*TYu0
z3npME?1b+@*RACF=i~)G4@0mA#^7zgBrkCJQS9MkuQIM-3RbM<8o+PK3mp7A#ut1R
zb~Y3L@5vur0$pF!v~NKl{Ma%4{h9dyQ*a(k_!+mb6W$7Y;ZEq9!f^`vU^fiHcVH9_
z{x{kKJum^s!A>|8_QI9WHI?HJ^uePr2&-PBJe&_(;YOH%3D^l=g}w09KT!S(_BGH4
zSHmFO0i*ELZpw=etEXw&6)*%B!kz%*0QzTgJcnVpAGXgX4w!=PKu3^u?~jaUI2Lxn
zX)q19!isCD=XLzRr(gu8<o$K*AEAfiyz5W&KgYAtusY1VgCV#FHp5PsVtyZkJ<Pv%
zU@!gde1rJuuURk&m%}c&8m8fHSh0rv4y=X)|BPQa8phxv*al;;18#-gunjuaQZMvC
z|C_`M>tPta1)Jfif1y0Q2zJ25up72O$8Fd_57c@n56^@VI3Kpc2u#4EuoJ!wd*O|L
zCGHsO0rbPNx2P9-VKZ!pZSYmt0YCgV>V;#V<95nH4{U>ecmPJ=DaWZ74u%OBgPm|I
z?1gR6wT|O2^uaU?!nuEEyue1-3R_?TcEB$9GEBp=w~6}>)@@h~r@;{11Y__q7>6A&
z315a?@EA<PH(|wk^7`+Thkh7>5g3C9U>pwWrQPsC*bOH_$DPbW=z%MtA8v+W_$F+D
zj{ji%!ZTqCj)Ofg44oUWhhF#u48Tqpfq#cBFaz7+tam66Z-hPYo6va|?SWp{0|Ri#
zKPV5qumy%;0ye@<_yX*Ozk;r2^7bxyhZn&h+ytZWG1v-!0u!)D^e?hM`A>8>2DZW(
zFaejqPPhg3!hO)Sk#z|A;Bgp)pLmb*&;wgx2qxeL*a_QUFFXQWce8#$9~}Bm%EM|H
zg^SXRM;L=CxWA8buoJpAF<+q%4)3QNoDHKe0^@KW?0`pL5Bz9`a`&*`fj$_3K^TKk
zcrR>)`(Xn91$M$pEtBbmmq6FOj6dju2^fUkFbY3$N+#0^XTt<+gq`p%*bBEn*M00G
zp%4BW48pU@C=bWORyYeL;6tzzz6g8a+tAgbvEiURya@*3ZWx98VJmzGCg4y9<)H`m
z!m-eGKmMT)w!k1vz$hH>A<DzqFbQviUGN^5hL6LF2Q=-6uo@nPAvksbzlHz<unjJO
z9q=jG13RGeLDntkh1DOXUKoK<_yZV+$6*pac4{Wm4O7sunfwpTWIS*#^ur}E3=hF(
zc+nu*3s3(D@xr|@4R`V@4xWd|8}vgjUoIMkt6?+T4%^_nFa?L4M!e7qom<Ec^ug^g
z2!9NtFb!Mb(2o%>90R-HI_UTk#~<i{t|8P5C&4hB1)E_Uw!vQ50e5|zdSL=OTUke4
z<Ow#z5S;%B%E2^jgKrHbUO3?l%E1=s{4(u^Ug#V~yl@1J!U?by?u1FW7k0s4!89EF
zN&0mw`=(D3FZ@1?z~^8K?1b&`%nIs--LMC0pQhf2`5bzo4+h{i7=e3W3w#>3LkC~B
znu3R6FZ?@nZDaj|KKRMc5I4LKM&V4@3YWnI+y*=0F4zkXLf0c4ub>b1!XO;traT-2
zTj30tfbp|wH+%}F;hDo}_jdXlR>Scy1b4$``TVoQ4gD|$>tPRUfzGc`-b1}`FAT!>
zU<__Nhw%(&jG%wvcGwM*&=J?PKSB@eg?{L)Bwug@Y=P5YJFJH(*a~}~cO>ooD*Gtt
zgZIK9bdI9Ea0G0H6JP>vhFx$6OvA&lVuxH8puI2+Loje2?S(hMHh358fLmZUba{#U
zQSu2ra6I(GgD?zVgw1fk`ILumjV5k5h#!dQfy1D4C*uQp;UpM<Q5b=3umv82?a(uZ
zeug2~3#X1H?yqq?fYopX48e6U2DiaDd;%t63U<NQVHys-kn)e=7godZFa+nq7;J=b
zxEUtl9@qt6f@wJ1NBPG&j(nbW!=o?^pT3B=;h>9&8~$J%al_-V7Y@0E{%X@SH}t^=
zVG!<sQRv|(AzR@_n1D~gPWbUlsaJGZ@pVo69;}9C)x-^}FC*V@2W*4ifgSK5?1uf&
zv5UNqr@vqT`r$1w4EMlh7`>dh;cl3MzlS~W!U@Fv4e|qha1RW^4j6^eN#qOehe<eK
zGWmkT{nWdgbqji60{Y>QDfBb+!xk8X?eGsU1;<XMUKqK8dcVo>82aFT7=)cL3QwIz
zzTo*V0hho|IA%Kef?-&(N7KFntKr{Z7`kTAUN{1_!Evwy&Vb!81RdXEpAS87FZ9ET
z0OjFm*bK*AMci;UOu+=~fd`<oo$&&_@HH5KzL~@gH^Ele4HNK|tBD)#fW7cAbbXus
zB=kYYEZPmvf>C$}Y=ygF0zL&hVF&Dm6Rx5BUgCm2xOX<=1RjJj_%e*cZkUAqunP{J
zL*C#hSn(ak6|9C+VF=EJF}NJYVG?%0*I_q2JxJd6Y1*C83txpn*bAfZv}=hQR=@;Y
z0y|-v-<Iix7kz=aze_uy500Nly>J$c!Rtfx7u*Ot;H$73c0<P#oR80^9DExFVd6&0
z!N0>e9K3+`!n0r(90$|zCRp)3jt8(Bz5qk8Y$4@gPYw0LQH!V-`e8R*4IK&k4SHY~
z^uu>x7>-)ZIDuEgHn<6Pz{Xm}3ETsnPqMFDO5E@W48qoB)C&*8ID88x;iNk1h0CDh
zDdrXQz%9@ZkH9ee(sJe%{1Z$-=S}1p4u!pNCUkutKhOui27@pKqi}qLdf_410f*d7
zyl@S4KF$4P=!KuGXI#T`VFa#*EpQ`jheu%wz72bzw}J9MAYaf2hp!;dFn9}jg4<vl
z9NS1a`8-Oza3^%_=e%Sk{R4-tq8uCpW3URw;Zm4{J75=l6Q<#fw-WC&T-SjCC_gG0
zfj@&SP+LvBa0E=j39tvQh0Y{-hF<s%48pZ*s2A>qad;Re;hV4vz6aCLvzBr7L*`G6
z{()Oy7$#sd{LSsu3rDS^Ug(ECa3*vfV80E$@Cg`z{V)O>@1S1T3X|{v?1F!QY3N!{
zy+7jo1XjZ(Fa$Tl7)-)ATz)703!7m#d>%Ruvc5tOd>i`VunoiwXTlcP1l!@AFa=+R
zJ+KElpCwM{h0eQ(8;*bxxD>X)?XVplgeh3jOnEpOIuDV5=!G+307hX1?t!iF$1nkZ
z3p?S*zsNX&e(3r!>mKyME*ON`-LxB4!Z^GLCgEDx1>e|2-r&}IXm<zaiO>%Z!7%(Y
zY=*&mi5u3#6x;-R;Mbw^ImQ$8LhU}{hQnb5-T+%*6t=^4Fa^H_d*Ex(`8?|&^uhrx
zl!q6>2%HF8;9A%Y{rA&uxEl7t9nkd?`U_UWGajJ7;Vc+~TVNaxc#wKwCG3H-q4O};
z5uq3Eh5`5@jKE2oDF>IrBwPu*;AWVH+hN5E<QZ1Ok32-ZumZ;5Bp8PQn1m0&F1Qn>
z;W1cog!XNrJiH%<;j6F(z6IOi;4cw3JPLc^YtZ#mj*G4IGaLeg&<mq509)Y=FadYL
zPWU6(3y(urisR9jDG!IiAiM!a;WF3?H^Kzm3_IbIuos@PmAL;G;}iPfA{d6vuo(s(
zCT@5gOu^N#2X2JU7imBA!h<jXUxX2O<~G_5FNEzd3{!9e?16FU{2AjPdSMy{;DARc
z58bc@PJ!*P5vJgJ*aLS!=S%c6^g_>e%EPfR0w=&0_!dmSkAH=B%jd8c&V;U?b9{k5
z_$L^I^>O+e?uK#rSD1w7e3kx&SHm>i4?Qn)e20E`6o%oMJIEV64BMgWQR;<f!Cp84
zx_&|Z&<B^nAZ&zD*a}<WQJ8@5!A|JeNqIOOx;mLZ&<A(IAbbr*;pndsH=GHRFa*2c
z4w#1DhZVnMoq*MFz+;Sa=z%df4#weHn1q{P7mUL++yyIMVLgG>u)B?R!+zKdulqXf
zhI?Trd<FKxal457SHur}@C6u#u5VBdj)iS-D(ry0um_&Hn|?mZyntRf9R}cH7=h2g
zR`~I65-+TVU2q3X!|%X~UvpgtR>RBoP!4W_EpQiXhx=g)F8vnq!iS*iRrVp!2am!a
zd<RD1uy*Q&V_^a=hn;W}?1g)v>o@rQHs#^lFbMs7DGz7ER=5}@;O(#zw!mI^6uP>|
zEA+wr-yvV{HP{Tx_K`368Q1}r!fv<`I)2MIf*$w^^uxcwFm!*H@^Cb4g8|q97s76M
z+7smacdYl&3+rJJ?uRjW7{=jiFbO~YJ@O6xFb$W$ir;g-2&>_1Fa*mIl!t?19G(x8
zuo`y3yI~ss3|1WDI0dWWKVS%c>`BVQNiYtZU=n^AcELAb8V-Jn^8dzu3Rc7MFa+np
z7+enH@JX12{jdwp_&(*~R_J++^LFTmT`&yafz9w!Pm?!zFYJIR*bPVjfV};I>wB;o
zJ_SSYPcR1E`>7X>he<dacEJpEbaNbghI-*N=!dm148IMV;ZI;2{7jN@3U7tIunW5W
z$npG#j1zc248pfz6fQr&ID>640iTAQ(EB6meVzFRJ#ZoP!%i51e}paYw1dnKI2xv4
zHSB@cL+76~?GfmOFT(&l1|#r2*aFXcmhvzJQ?MTPz&oJx4dQ`b_yP>T(T6Axcfl6X
zVLP1tW6HzTum>K3&Og)d&<lrmP##W$5x4=iz;@UJtDhrJZ?fKK#=le6&el#@J@}MQ
zIX`^r=2KYz__%`qHs6xYjQKDxP8&S+v|%$&|H!SUuGcO<^U_fldWK6$vGMcYkqdc_
zO+J`-+Te|4lRr9ODUNt6dYJ!SK_3Eh`c;<R%*Th(PgC{jmfptaPoa-j^);5>!RMXm
zdRwyfUv25#=;D8*T0U&)4%+)N`kAVJt)+X=Q|L2Qz03$u+9&@`SvxDBXYj-2o5xJh
z%GEr2&^ND6XD%GTz9zWJpUc6Fmh!tC<(>glB{l*6`^vg>W+sVnBo(`9ca@h<JWUTs
z?4tblY)d-xn}OK%-fH<1yB7!Qb`n<?aWArIm-tEYUvO(Wv#=FEU90o`%xTTl*Nt7v
zsJ_gSGVEU1XxUAnzED}t&Pjboyr$hp@3yt`VRz~UeVNhFaZQ1p=agLhaq2s5OkZXV
z_2+U{7R}X{L|=;jh^iA)*@L=?e5#M*HtLCv?aS<x`kIvbBwt^$>T{NJo<qLu#-SJe
zRrKj<eP#Y!JWk1vkLL){9d|4BNKA{2m?ZB$?51Vy?z6WGVb_A)BJuZNf!$ogpY(GF
zaXpXS6}-0cG$|KXH~L@E*<M?^#B|W`As>q$r-O0&dHZ?bMZecZmv%}1n$gGc+VQ9o
zZ<AGz-hS*_vHOPDJ+9bEOkcIy6{o(BUsSwZvev}#Q-wZ8`t?c0&-DAtTO4<NsC>B5
zx0vef>%m{u#l`*U?f($-1>J5P@S=y%mx{yeI%9UMln<b{p`Wkn%dGZ9(4Q!wx1b+H
zw;O-$=zGy+ov`Y^La#vTPockxK2+7OvFh(Ze+k{LeNNV=Bj|SR^P&$KXWza6y1RrP
zK_887*S;3?3Us^nwWCi%|AN}Sve{Pq(buEfwXX+#Z3*4^Vb%%saGw7KIsabtr_t?>
zV*&I%=;x^A7h3s`pzlK;uIh|=naa|CE$C06e_GX*dERc8w>yrd(Dzf`w*Bad!usc1
z@i{qQKZS1BKVI}U^g(KTQ>^j<^as!@ReiCgN6@#TSF8H1mfnIc?H{A+H(7c+`XO|?
z_)_SSUpu`AeFyr-RR00XzmwzXgXnho^P=BV!hZmLHM-sSji5{Z?8Zk6`Zv*iYJ3e=
zeC_B5&}FRT=KmKgJ%uj)Z`*$K-6eD<9V`7)th}t-lD}s3Gi1FztgN?J==+$D$Z9LG
z1@Y5#Nnhq-HO@vW&M5l5=yrK-MQ=u*qLwe4pgR!%3G_Yac6shZf2D-~Ui6nr_;-DT
z^BWugk_R99@T$Jdr^rLDAB-HFo;~77oFVLnUfP$b;dRcgER<_U41F#-;aIvdpW^6~
z(CyZnB)ZQ=mpJ1%9)W%huN`kF{Uyg)<FKLcj~q^}Ct{bEPq8t!5E7k!{PbcM#m+9?
z0Q!ySXGwwV@$q`A-y`TD^h#A%)`u4KF#1SUH}~mYK8w)adi2+L?dVb3bL9i&_d8lX
zbk~5gmyOztc)RfDt}Z^FrGL`sr=ee}*0;)vx8kE*zek^}>gz1M8hxfsdC7kWeL4CX
z_9?l1kk|5t@@$xTUYoId=JMj_PvWNy{V@6=H4f>Yr*m#}KPl`MP3X&fQnd?O@%Et4
zL${lkP9}aMx?TTz(L?BCRsT0z{sZXs=yvN@1bqX#-Mnu>kD=!sAC==%JNi0wyZBP*
z%h2uO>p@?OZWo{PbdF!>cJX=9H=*0b7eK!keXyFJE3N!Q(53!j<6FjK3wm>j`rFZ^
z{S#IHG0T4neJ482w8ooq9^Hd3?JIWtk#Q#ZYeoM&uN}@!*7@5CqYiN^ar$WBW7yfP
zOF?w;bH5bGt^;M8bSF|iie5I+KF_V_Y096gmRHW766ocWze&~g^|#E}tns<j(}mqs
z?CjQ?H2O?*yLMEtQJ8=(Yfr8n%5{xu^gxO7A@uR+cKs1U_oCaaFLCr)=r^m!net`&
zAx7GlMBg#VKK?HB&FJT;@h`E)OBy|1La!h(-$1vU57p?8+0?JEf9S2~W7YVL<KzhS
zIN6Ndj>-1(sttW7x?LVS&>ujzJMMI&x1igt8;+0j_bnyr_n@yXQNJI3Ns0Qy=;0Fe
zH>1x)FE%fwpWD!bCCYc8k1tWa8+|hR`RX`O&PyFG#u>U@em&^of0SCj))+_9&wli2
z=qH<x5$x{6&Tc%lpl?LCTOZreH>2D2a|&I?0nN4M>r89B_n_a2&Tz1F<vOJE6YN{j
zFIRPrvnz2S{oqC4f^IjC0_d?4dIVj@iQVzH1$`a5U4GipWgObJAHCE#?lH?>skX0d
zs-7TO<0OA=_)qfMF<4pu&Fd*;>qZaG9ttEM)m&&8<F}7Dggy%0E?+Tp7rOY$t*^@Y
zOdNeMy4|=;qW71`M;Cg!L_X8#@1WCctA6FWam5)t_ksR7RgYNXsTy7U+r<|$%iHy5
z486NVd~x*Oq5IYP@387mqH7g>nafmtwWW8Ve;S=`x7s($($naVex*OdWf4oCXz3Nh
zn2+do<*U(eL${l+A@t@FdJO#mbi4g(9DNfyhbb#Q<$OJfz82jszg_52bi4jdqc1C=
zR}feT-L8MD(PyAvpvJe{%3lcm`Vx8!UFyG3EnjbykE6%X7pZ!gu_2Z@lSDs&{#jMO
z(JJ4C{w%uf{s;XC`e?O$omIYq#2!T-q3Si3UXA{{66HhaJtfM=(BDR%q53Z~PJpF-
zarBC~ef>%F;pofr${PnJDc^-2u_-UdEy-U8`^-M}Cl0r=-pM)IzZ*Lg@#Fav_x0Gv
z*yY)eF8io$d2xJ6Pn47oqq|D1BhBb<k_W=E#<_Cd)`tFv5_$*v>(p;I54+Kiqucp+
z5agRB%6riN9lh9jhvd<Le`#Np<nh9SJdQE)D0W`#MzEe=E_T-z*nQrz3t~5Z3hS=e
z-CAIGu4Na)Zraqo%t49aKE=*B7f474NWGH3W7tK?u=}cFC;hyrOz$VLOJV1k-j|ur
zg6Md<z;2G*r8CcexIlZu)qJl5Wpc-@GULD@{T)Pq0R2hg&*|m+^uR@rqI<6CvmLjs
z==JFB*yhTYeIr+Y0{uO7$xlu%_v-$o9j#RIkvV;tU+~&7@E+?tPOcfepu5rYlEm&Q
z?A{T(PZikp7<Lk`hYd$_urE`~>s)<h#)WOs{pd%~H|6Pf<>C#akG-}plgW$sy<9$;
z(T9AY_;oUAPnh-w(PvA)j8@__?w?N1-al=@Zr%L8%$KB}A5`q*KHo;GpCx~9F5vrU
zWPI&a>?A+$S^4S0?)im%nSYAEXB9i~_m<_)LHyenoBsZx*cJHmVz(;H_n3&kLHAny
zBL042`3qt<d}&|i0*P<BVkhJE9A*4tH)<Jn<=8DOv@@<T>Ej=}u{ZT)E|Ge-6xdy0
z)tkc3&-Yh#OTEbgyH|~RrN4b{*42mmi|#|EKG$cMZ+wrHj9<rZ^8J)OW{s;De!>lX
znY*yF#+7k_P3noGA4Z?7>dN)EBzg}z-DH(l?w53-zllCw)ys_gwc<aG?po28Ihv>c
zLJv^d(M3B_=qX-1{#wwELsmQdXY+R|w-jH0#gE6$J_WsB@}E}xNWcHx$iKwXf}gQl
zi|1AJcJwhey42G`J%giMH<$jKai2B5WZYb8jhh5^qgVE2t`)l*6+4M%nq?>X3-LW&
z_ljL(f!*!ac<>KrA95?-D?|*rel)MdNZeucLpHjUk^DW6K3D45sMI5I&$Qx+VE4{y
z_OmkHcNf@w#2W9d*md95m)Xa9?dUA9+jXkmaeDs~SESi~9k2K-*B#J*M!)6SRenV8
zFezV+F5gFGxBm#CZ%4OV$7ARt`2H!obv#6T<L)un=cz4u{aL20&mH&~!1q?!t<T-)
z0d%|d*+C~H(5L6M)1Pan2mN;~#n)%agCE_^_g~fUI+rK&K8N(Lhx!+x*K_~TalO(G
zWBp$6VR}UD0@&?tHP`Q#6+0Q1%K9C}&h@al-u_*&D_C#i*d51iGwpIX?zi$M{_Zm7
zozyG&o4eigcY$J8;I9We-&guFe<;V_B*jkry<&|&7fz4wFxT%p6+0Qv%KBZ6-Mf#P
z>-V-oJIh~Kf_&UuzmF8yDeHF&c0;~yuHU@{cFOwQ%Y~)^TkO{v7aM+ujV__|@_!HP
zGS~NyKVaom^7WXtE{5<k<Qw+udklRQ`ec0O#*MPR$I-W=+pX_O^lj*N>w6daA#}U-
zJxLzc?l#x=a|+sV$Y_VOw;Q{&zG<%CKE+P@U0J^aT(Ev~vwdD8=x^BQQcr+*6MS!*
zzJ6~|>XC7ytlv@WUT!zn@2!fR#G|a=l0R*)xqj~{uv6A=M<w&~JNE0h2Yn`S+g%6n
zqx;ckQeCbe&FAB!T^`!qh~CI+#{ne{887B_NWJ~oC9&Hpc1H^A+N^PvpuR~D6^}>!
zwBqL}+I^?^=_>G}Ja3T3&tTeZcm7$y2~`!kq%qg78f#pnsb>QE<EKzhk5Z3ujr(Ca
za_Q}-o@e&;Wq#_wPJ1wKzLY=f&>hM;+CqKnX+Ni}R(<Akh~g)LpYcy}{ZQ7k^@<<q
z_ff`rCVo2cGxPiQ`w_|CT=dDZjy<mUk#Tm3weECb7v0~N`Ks7CH|NLwCCko1eSiL8
zU*;Lf!+OO|;@WE+zrEPSe$<zFg%}+>6gwFQDXV{5N3pLxXn#K-f$l|@oaFjN*>7~B
zk3nZUYw5~;=w9^E=*99Z`Ezl@q_TwWLm!Ubp!zQ}F8oOOAbKPErK+ynSB|1TfDWwq
z%=<FZrXcZcM?XvQ`DA{c%3W4IlQ`J?Y{7MR$)!0)#l84z!(S(Mt-N*|&i7Y#ua$SF
zm+^eacz!RJSM%9DX_ps$F8WQp&go@F;Gzf6+tBUu8bRNI&T?v%SDue*G0RU>b>;qM
zJNomKXBb)K&F2H8{uKI4CF<`%KT@Lp6#10$aeO&`ou4PY{oFta{J8ja5WW5A_2_o-
zMbP)R6u;gk{S+X+FHrul)c=?K`pXU&{Uml#?EZn>E*T&Fik-~2M~v|y@yPc*uYAsU
ze$?tO>-u3D{rl*4{UzUD{ay58$6tvfO&oho|BkaC%3B}Gl=HAKe%`=t24$=`tm}Nu
z=tG__zRpTJ+R%rg+s)?=^r7fuRR79zW8LT@Y;<Wy2YI*%eGac3=PT{d*Ku)b%%dLc
zYO;2h6t|Oj<@>u^u(LZ}%J+J2Kqo9KALeyei6@A#8GW1d?-ZpT>EHXT{!Pk-=fn2v
zWEXlFdPuFO%(%fKai-D7qaVuCf0#QSRglnQ=$}`0^9GQVuSS0d{R&kto0KabLO<(;
zzRUzwzs*{2V(8=1i_I6wLx}jMq0964j+>M`$Z_gSYaMLH&VQsYqlw-6e7mxDtonMW
zuY&KDwY#6-<VMeFC3N{-a}C|@enJ4fmpF>eCuxs-pZZ(q&+*#vWhGAIdgTu!Qpsy8
zep;x<$LrjDQJw=#pzlPNaB_OYYG)_H6X<sL6?)O1FQL1}@*HuA`hDncq0dz7SN<L%
zh+dH@eqJqkh@#Iz&l{I=+%g{J6|Z_8;@CA~H(ox-K1ZVb-A5ArG4x{XWNFgkwDT$S
zt7O0Q4JF^%=ff{I_Dtel^6tb@=Zp5oZ7+J|-S+#l0QyUm|ED<2#w+dmyU{oDvD6dA
zuI*>V$GzVF=zGz3NP(=MvPX0$q9@S3FZE?s<>|NN^iK2*=yvN*FZycqIeF!c8|BhJ
zo#eG0eY@l>spL)O-DYc_S<L`F>lgOV*M!hVl+a`7qtT1)2lV+*oIdn=iR0%5afGcn
z<oo#7{<3%+;zz#se*^j{vOc`7_+dRQ>$T>MlZ7tyN?&GuUS5m^OZ@cUCy72(_QQSo
ze#!@0`(YRH?D=(H=2Wq}V2gEJl=b_cM%?00@^^1nUuK}#-Bw_iw(P>#MSjosT1y^&
zQef9$*|lJI@Zb6}4~yL?U&^odUMpX{v~x^%@pVeZm+K<--!{6$-Ag?lba^hxacMz4
z3$1mzf_j$!k$tk*U0Yzc$g=Ze_r&WwXC-zG1$LjY>>}7b^(W4IC13X_cE<VEbm;+!
zzmxd8-!$%jSo7z_-2CW8-}V>&P6=B}ugU4Ii@Dx~Znut0{*I!5LgIZ`i9`DLR4d*J
z>UqAWFSA<u<2wa*H(CABOnq-|D1M(=@*T#{QS_U6?fAXoN7k0b*7%j*bvWy;e%t4C
z+VQjZE%uEP&)*b3689t4IFkH%|K68*Uh4C-=8dB={U~MZhtk*`!7inbgM7R4A6a?u
z5Lf-boBpoPx6AsIerp-W8r<8LS;%XvU*_ozlsrW66F@&A@vq4DQ~pCM{#NYXdWZ8&
zvHN;~-3wOU)6^ILPp&)X)i)<M4k|8TETMl^)o(QNE%BtO=P3G{(*9Qq>iMnFercEd
z9>(^6+ON0G=r5u-sP#zSn$K9t$Kt0QyP@gg$0vy=g+3Pj3sN9^+z>zJGfwic_>te=
zScDzh5zEfpFN>c}^3sTYH?JM<D(w<qw_D>)ez)Ug?B=U}%#FX)BfsY{xUVlWD^E8b
zh?RO`=o8TERbA>Z&*|i2v6K95#BQYI`P464;}P3(bA6EdQuy1{Uwl6*etOXNp)cTd
zUVhALEb_75e(HMzyGNwHGnD#dp0rr~TFnXm4I1Aws`@jpFNvQD>RW|=w~WK80zYf5
zaVWo6@=95MhH9<2qE?>ecTA3>14}orCrCZ=`zFrv{*wJJcJ0Jdjom?s=Z1oKzGubb
zqCuS>>bJcv>qCDR{R}l8bMGeo5JW#-LXV=qf&L@4eA)ioylX|@G@w88<2>Cs0T%xW
zbnl1zGhfcrH|NTCqCZwb??oSWYJY}wSoxHP{CF$=U6(PB&{^Ir-Pm5~x(|I?iSj}8
zMd)_<iK5?7LT^Q%ZKF#+CeUY~cc}4YpV52DYDX7#uVY7Zt#&BmGmTz0us?H^s>}SF
zZ1|9mB_AF(;FZ`-R_)B|^b(H)KLPYEdEKmxEAeIiMTYo^$VPrp@%^*tE$Hvz=S*Jb
z=BGI~MQ=y%MIWN-%JZ8k^w({4ef$&WQS@b$cWf(&(_Gi39{GKpVZ>=SzI^Bpl+c6d
zj*sxYy=t6g#)ISHKZ-u9gx-oCM=!QMOZfzPJ38BRD^KR%VMsgW_k#|gui>?0cR@SN
z^GLBvVmH{y_d$zYqQGvgF$To08@mX0Lu5TXm~W@<cbvp^9ltyBoUAWDE3kXUT3@0Q
z=*QFhZSVWHqR$;{|J+{!eFnOm@8`xz*+2DwB|n|$qdtazRWDzsFWjQ{qCYUCKl5u|
zTje`*<y{l`d@bL{tm;=7`H=EH^m9MX_d~0?@?2&R{Yvy={V)0SP0+N5(e>w`-YdwH
z@*GqMyS=Xd%+Dy}7`Qd>xL5X^6_5PR(zTx`zVDNG<@c8spmV#zYVRVWyu{Nnf#;IZ
zUp<9-hUM2&{*raP^G;%3oKbw;6hBVt8H>J(*N$`Z{gj#4C*-_b^0ywl-#D<lP_YY`
zf46<axF>?CzW&JXL7i98pZT_Yklojm?baJ0{+jXkH2SAMgulij{+u5&8f*HK-;>&P
zcJb@5k}nqvT>`z>eILF5(R*&SzyIXIzx=+8?B^WcRpOEL(A?9BpBR2#!_IC!i=%gz
z(39xTm(aV=pGLo(x~#kz4+u+tC5dzB@czs<r5}EnA7}ZaMjwb>H+I`b^k??-+A;Lu
z{BgL?8ixTt^X}aK%y+S~>TA~x#E+MFlIWWT;HOgYBm1h`jOXjbE{I*l=>E)Y<=7<^
zJK68uVw`77{*u(U;&c7_b?{t$<zLIq^Dgvv#umRXDdp4Xo(uakn|YlpUv{4!ujmz1
zSWD44-LrJ_`lrO1CeA(RU*)yq-TXMqjK@Fq@f*gE+t;62tNJN3HXP!|PaJE}56b)-
zxXsG1abBB{28mq+yCE0R9<lqhVkdd=Tk}+Y|6$z4{YCfX;wOQhRp?*iwd3-9KV=VF
z{aG=UeH?bb!OqIhE4luZ{I!oW`|}#bPeFfrh{t((f95OFpMO;BB<_c-{%oPX^^@%T
zvmJeazhJ*oHZ9j*DRdutwHhyVG-4tB*@Hd{J@5QT`ThVW7qT~@+g*?LqHjTesK9^O
z-A2yjW67_JdeYeaMEdFMM+*D%nQVVnV;7&=pBW~0pI7W8FQ-}k*+#uBSJ?MwGk%Vs
z>*p)83;aB2`RTz=_4NMC>uUUE|CZ}d$zRzFj#~qW=T^m!@tn^5>~og#yC73%^=Cfg
z!0wdoR{JFGPZ;Zl<U2Ht>-)j}%x>D38$acb>j8-#Lx29-e*N#0b9z}I7f&4hUG%)`
zl+<BfYL-^$^Q!|p&vo|w+KnDUx9eBObdG=MC+k<q-%Hs2O8V<ErQOCn{i!re?|<rB
zKes<KQS7c!>?A)ITm2EE-tE`-XReoq<c@1Wz5SA(IC>}g*{W{*`MBQhB>F4p#qJ|X
z`7ZQs^bu<L8r{8KK8^lniSiZPuzR;e`D*m{R@fg0EAan2%HK)-j;8!Pl$qxt5@$1h
z#@%55cK~hZi_nX;LqGmg&ocA}Wqr9zsmJJ-o61HHE+1y3U7w!`?0+)9Kl8UT?0>G<
zOaJ`Q*r!TAO8y>L*l#><arRfNaW3nd^1OxrO73efvL9a_;@^$_d8yB@_>ua~v+9%I
ze|$3BpE+H|&1%I?>MJuEAaO;pi`N>*S;uC@PUglpjQ$n7ICd)<jPo|fF2&9~cf&*<
z2aW*i3wCzrUGjU88_`db0@-n@{9UmhJ&JC3z7j@nF5$l!eH}W}%kr<>M{Gm?I{G=P
zZaz04?UdiU+=I?#Y0dG3(oXYSM~cZfliwqHsze;}dzbr4=w5WG$1V>6^lj*Nd5ECz
zM$fy>r#v^(g8nZ0NC`NbXY*Q^#NUoy#(Z0^>Sf0L3DHyNi_q=*u?Ibbe!g1XeEv$x
zJ7;pezJ%^YzZJbwEw5aE4xq0`U!>~F-z!DX521fd)s5v|pO*pROQ1{qj>Aen7F?f`
z-yhwD9osL>ky7jm#&s9<J&WCGYJJMMO{4Eaw|kyNewQ?D#*^z0GZq<l@;j&RphqN*
zmy|eU9xCTo9_p#O#T=iVie16@l;1m@ik;o~Xh+|QZZ|$s=sVHZtL;_BM-RHzSfc-D
zasRu7?nVC;x^4fXd(dtBAAJeBZT}PBTy(wvk1Ba8?0@WLV5j$gmtt4g|I}BDoo)Z4
z2hnZ&{~GdX##7k;GGD6Ex0moALf=$EkD<%&DzZ#l^Sx|}b^JH$pO>d!m(!EzT_xh{
zLVv|Zm+_mV{V$<&xnFY}Q}Sp&^Ci_vJ3X^`4g@>9Jo?dJL?0ssvg?-e{7o4Bcj(2A
z-{N0>Kerp*t(G@#`{?zznfe4(H<mqJ??87n*{^%u=>7N~u9i0*gVM`8WP?e0yY_j|
z-=e&o?njq?7^M0)x>5HZMt>gtELFeW+J`lxcc53Ry0SlNLzn#9&ASftH_&OOm4EZ5
zkMwgl`kAzk!=I(g8a2s?K|Yp#a0c10V`sO%c+syYk*5Iq=h5wsKk~cA7nIOj&_~+n
z(vEg?4|?8yS=w=Remgp`yUxasw6hm|7WyZ6og1&Stp0Fa%Q}qyX;oLAXY--^(a%$L
z^Z8BjA4C`bc6t;&gl;z;ThVVUp(oH6qT9vSi9R3QZoKxQUy080V71>o?~?dk*KuxE
zqP!1%Ir^1(<)`Wi)Z35#Wpumo8b#lMZZ}R^(YK)&+wY10M2Ye;P9%R)USHR`?bkK^
zcd)Uu%Tomx3bvx#T`#Cc_+KT;htQuvx65-3y{AO^IQpw4$|up~cXsXa*o8g--7b%5
z^pBL#E4VTKN6z0Ss{O1yk6VpCfb*`fs+(WIBmERYpMlQhA7z|b-{TfTZ$Mv?ryD1z
zQa+Bpnf8xTb>;eL5`8<mZTrz%OXz9z2hgRi+&b_DYaOUyp}7~`ZXQ>o%lNRHhavP*
z^~cbqe!KpOo8|5FB>E$iw;R7*=$p{TsqIsq=T4*VEKz^O4eYbg?bfMk^xY-OhtT(;
ze^RaAxV)hsZ(?To&#Ah3pFr<_^!+yey_AU&|3T5^eEAJ!o@bx$JHtHb$5uanVE>dk
zUmWi#_67S(7aOkK*p0_;Zd`DjDfe0aB))3w4y?2ve<Adz(e3gVL*I{XH@@QN&!ZRH
zS4n#$f3KMJJNoV0(}vw)?DYL|S=_pgq3oB%UkbbKtiJ(@T|s_&&3bizgA_Z(pX4VL
z;`f>GXE#1$=*Q5DwNJ{&(T|tVljzzid;eYNZ<Q#YM(;<r8-Eq^`Q0o0S5u8T4zkyi
ztI@saA5(Sne71tmLg=3^5nl}5iGGt>Uio{9IQm?4yZj{4m!aFm--W&g-7fw#`c`ze
zTEDXIuDH?A?b=t3emCV$SIf_^*3S_7Ds;Q`D~29Jx7%;V(Z7gp7k?7{F?755yG-3K
z{xo_k<?W7d6$`i?SEBxE^q0|P?&QXY@^?rf^jFYr$3J=px^4fXpU!<o+xDY-(e2vT
zg?<+LrD}ZUb3-yd)96*`ZdF(Nf1#n<#b1qHNqIXxggzAgEY-hq-V;N2q35+vIq!+1
zk3qNFM<&t7q1&DJbfGUtKiPSYqlV)!c6Q^?gZ?nOT|52gUqnAs<6rjt*IY9t&tddC
zO6bk#Yix8GTW#o3bPivZ|03r-DeQLH_>nkz(0AJC`ue|+{S>-fCUTsntm|dwq~>$+
z<69(u&u^cPAo@P^V)>MMe8jOIoy%vMV~A3Zw8?z-Na~5>=NNXy)<5wR!_V=opR?@!
zbmQj}tGSL(nOy(KBF<a!<5<i*LVrTlB^Kim1Nl^Mw->vouq)Osi8p|L5IrOXvg1Jc
zdz%P)8ogM1q<jmybB%po+tJ^nJlg`rzi~ZC_CqbS^CHSedF>db<RklRn0byW#iiXz
z?AK!dYq1}v*h|}gX079%FwbAC?aw?a1#|7%t{Y_Yw+H=g@iVu;&l{GX2!5is6`!wq
z`_XryU!vBdJO|m1eh@uxK9?B}=1BPzdJp<=wY+(q$HQkm=x?EO*t6OpZ8aYGl~474
zcGZ%fnEibAp`T@=OFb^?8HT=)*N)XnKFZ9+)vPCmpIO-1tt)Z#@#uErEs1^wda?bz
z#1SWsh3KCwBaWC72W>7t-MH^0d2?_AHhW$1_KKfw`~=YT`P!E6N1d+${4`>>lrq*h
zF)oBlJrVT%=;y1ta{r+P{cs7r9sLz_yL_e4JJ9XMM-TdObWVGf_-5zEv6H|n?>PB7
z;KS|-?CjzQqVGhvo2NeF=t9@$={_Z&HuE%$y?ebmPm_v$!8}b-@6WNbo2Qb$S$CTA
zw5!06GEZI0xL&xyexCZ!1L$^n4x+C{x0{Di^tI?Gn}>1i_F-ptTuq|yvC;MMPd?hv
z7t-C1w9?*!dFZI4Kd`gwPY?PLbh~-zNB;%7-8}RVXAinQ54Epa=U>V^lz0Q!{jRxR
z|K4OrWxie6UDi69puWjpw2!wF{c|PsUUWD56za6*sdZh(wVdmp=tuJO=kx$%9{bRb
zqs!}DdF8rE5WNT8uHT~Qub0qU(T}0C>{$Ml>q-f9&qn*_<~q@bqTBUnFS-N$$~^zZ
z^-Jjo$=?|CAM@JbE$9dH?_Z?t)ok2T*o{>EDEDha=)WuxM-2VP=yrLEqyMmko<#qC
z3B3#bi4uAmy&c_dKT;84kAQBM$7=LFCH#lb+e+v$^c^MiIQlm9PpkP=uEQtMx1!sf
zUv#0j+W41#mi#?{e$6TL^LVA7jps(D$kiU{XV1-C$GO|SpZw@gpxcetF#0>_L)3OC
z&#gD3zhR?GoNef@qBCr*`H($Un9l==T?)I3O~&)wxp}F#rObHf6B}tyFLtZ38^-IL
zow)}R-Br(XBj|SH+K0Xty;$BQ4wvcweqKASQ}QauD`g#v;pcbwX~ixVhxy}O;wO$i
z`<{a1jQA+HZ`Fa_D(qVF{1^}AW%KtMx;~$8D2PXy&&~#(L%FxV=-(?zUcBgg(esXL
z#3Mse^Z@!kbi2Go(0_n_ni{A1Jc7g-pdGu>_1{;CC~+F&G57l_3H)rk&wf01qHjUZ
zi&MGZ*^AzaK0=Mdxa@B1e^+oGh<=W$E6>~X66a3zhtVA^N}SR+_glxQ5Pk;peHT8}
zkNM1l<ST~mLAT3S9DOwUooe|q;|7G3Poi%|w_88E(C@X;CErQ%(2RaHuN}LUb`+fN
zdTwEz#I9JsNgRIk?dW#x2&1>z#3ALI(RbMB5@(opY(v-MY`2dyg`b1i*~Qs|z8Bpt
zPG=*>lM>~<=)2JE`XhjT>izcnf(W_;-7dZs^tVg+Z$}T7D4#-~gl@MFYp4A;p#MqM
z`+Z6t8Mo!i-)p*>*#ACg-wq%8P;|R?1koKO%16<)66IUb-+I9Qx^BWOKL$6sbyIoX
zq7!{E{;O4;Hp(Rr8BYoF<VE-M+Hq9LgZVcsQcT8W1t%!eu(Qi&8b1rs^}m1ZQv66h
zj~Vw$#7`JM!ymHGXEXX)=yv&RLwA<YJJ8?TY`+e4qxY839V^Lq3EhJ(-`i%l&iK(^
zL$~XXF#6l*cI|6MKUTtj8~Upy^bYjS5_&iKi|BUyD90-H4kgNa(4R*yc07>&^_%6d
z;dO32D$j9ysK1}`@*KFsu_OQdXNNUTTJW=OOYuC(xQ*Z^g8qA6J3RS*%6@4bcRKOo
z`BL%w?)v!0&voeEk$8Ohe#*aY#Zz&srv0|H_;o{RcQtx1y4`U$g#He?UBAcByU{re
zDS5NLM=Xwh;g{{pC((zae=)E8dOZ;mUl;l&^qM@~*f5HoMn8gnfvOwT>(>V>Rx|F<
zPj;T}$L{p4{h7h4ALGxw^>rkSuAx7u>gE@ZNgU1S4d`-wv&N5c%~|@Z4Sff?e7|^3
zmo>)xZgD9lep1-&d)WT@!yfdv(LW{yvez+{`*qGWe9t<%T|2z!o#>aT<;|V7)E__>
z|90y{1ic5{r<PatLoMjqHv4(jj{YI^acX(<e!k=>g?<+L3#v|@%6??b4f$B&?8WXN
zb{DF4%I^-i*3wS&i&b5@UhYHx3wlu1r5@`xfnHAtyE7iKZ%+)p0=?L}A#ujhXQH2}
z)??mRk@m)D$24?(9tZ8`aW{Tm+HQZn!*Lt)6g{BUQ)XOOmU=ws!@tsh(%<_FU^g^w
zKi?wgbJ6YQTMPO!^pnlE1a>>H8>_}^{{64ytrLA8y4^VLMc;{THy>Rw=JQwW=c5mO
zJo?GzV+gxhJM80#p-(`!n@@4{8_|pPe+BJKqR&OQn@?Tn5p=ubRvP^lbi4UfaXaS^
z=qH;`e(b!D+Rvvj`UG^l`P7X51@x26r*`b_!p^QeDfCU~L)3AhTxaM(Ut2<Vt|MP1
zbT9giCG-ILEOfi$T?BnR`eZde^O+Ip&ldDW=<>Znx%FB3y|Z@oeLIV{Pv&V0?RyM;
zpd8nu%6ed21L>1hQ0nQ$PxII8pG$Jx!9E1t?zrhgKZrgEU%5Dy=Y50dd(iFrA&MTi
z(WM<h;(GvH)<wq#r5&=y8q1R2jwF7b#%_)pN15?GUeeAk^d9tidAjxdcpAO(G2?o3
zt{uwn^i{0qIZkx1T7Idu&#Fd$4BhU0GKAiaZnr;*q3=cir0QRJJ}i#D8{KyPqf7mE
z{nUm22Xwpm(&#<tcH_0;PWC?~^lJ3O=q#t!I4Cn7u#o(R&^?bA9|zLU)$2K4pwByn
ze%_Sd&*j%x`_MN0%xEj_N9yT7uP&i?qmM43J2r4X0NpOn9`rLyl=q`MOOy|z4=7Q-
z8U0=IU^k!I&|kC3quze>P8(hFEctsLU7t_8^Yg6EC+A(<*TBwhym-;yv(crV0D3v?
z<h0lt583Oq=6wONi(+>bc5_ubV~sL*qsBfhj@>%!?B+)jeKopWzjdKEqT7w{H2OmH
z>1rHh{@nRPMKi}g^sT2T?J0jqADEK&YIJRv{r&n7`kCl*9k_6PkvzoEH=&>G_i@{>
zd-a>e$G`Y#rX4ACecf+Y`nO=+@4?Tv_t>vzPEMruqvsummEZO8qQ8Y+Y@Es(>BRq0
z^w)UpNGfsI{629EfA@Z?cs$asIQmxfL%h!APmTdk=kMn`up85EzmMuhzY6^`s-GLI
zb=<L$v5RguPCV#U=yv1KkM2XaJD&)nUxEHPwSMI}-)8i==;y1t@?1b0dM)}mRaee?
znrYuUbmKadl6P{YUWe+z&xF19d2-&({s!G{K6%mSqTB5^1LzU-bJRG^>*g|FBIu1J
z>Tf~cT%!JV^m|LxpF-bJqW&KA$I<Qbm?A$(bUlxbNAs`KDA)6Ro5=S*dp|Df*@~`T
zXZ05NQLeMb@N?}G_I~2%_2@6C`IPZra6a3C-Qe%pkH2no5BdnzPmMADWu7_i;d@Ka
z^X9$OQ*b`(#qK)n?D{u=9zvJC&dpclzIX(EF1p=3YeAoiZr4BU=r^Ljp!zS!hqR{?
zy9{<GYfl=x^Ah&$skoPQ1-;mMr?3C$XQCH7uMs_jJ{H|>KE=?z=$EMNQJ(jTqfbFU
zPu0z5*rc5?;-7_n3$Go){BdS}-IjhGs|~yD*fopY!U8+xd#;@KaUB4=S!#WfU*pjL
z`BdL``>;FfN&DxVg6OsAcKsYhpM$<dt;f7^CV6W`f38IN1p4>TWj~V}XUgAib)t8d
zDBp|za*6UTZlpS%vhOz^dOzih^_%pI3;)9?ulLL9f_$6j4`Nr1-6HJterYbSQ~ITi
z`VL@svfq(TVR!iZ1>eg>|A{N9uLr#c{SjX0@+STJpmjXe<7dNi<I|kCl;zu%4>O*b
zlj8dL$8PR^`|Cy()YpuDF8e1(JimSApSJe*&G@<Nnc~-5q@FhPC(!NYQ3rZE`XC7`
zdtFmGAMHlpihjPTE5}#I0~{C7?dGuueLwn@YI$=~{BQQ&1l-1|{U2Y?-g_O#ImdBu
zj7btQM+r$fmGC0bD``g|R1(t3tMbY`9`hmdJUhmYA(=@?G9`1SB!tWv|DW~TpT#~;
zXX|(U{@?%q`d!zr=enGGKcCON?sczw&FgvgRsvW6_D_IMG@qA;l+&(#L*6?z<w=CS
zV#~wt3zNZ@0ADOLzmV^JrGhU9KHNCG3;fgI!>u<ifv<I+^zk?tdj)*Bc$Wol(x=z{
zP5J79Zvj5N`Y`RQEb^}d-t8Y7L*ixHVo3jJ2)$9zbNk0Gj~@Gn$!|UKy8^v%>yqQ(
zqgI43Phb%04Sa#nc!#_%P!N0s_;BZmRluA4i-x8T+3z$1uZ;b_=}$?}yS_60{$$FT
z0>1F7^!+q(O+q<~fOq@bnY8f=?QfT0=h4;S`&;~A%=6&G)<5_<;M1#LxBkIb1Rt)y
zC4#R8K3soG2LC4baQ!V2{`Up%_P3Y`_tt4)`rC2X+Y0?~^&7xMv<-Z?{#FqDKJelC
zTNUs>gD(?W{~_!9X5i1?Cw+JDm%*E{<nH(ta?Ugbyl+kV?aOWd;A6lS4^1DkPMCu7
z=K?<$d>~gyykvhk$&CKSPRvlOpP?77-b;WV0sgtrd_uktTMPU$@UfwM$nTA`0zU(M
zzED2o`!Gr1r-4r|&Zd30LOD~wKZ(zQ3L)j-Z_*jFrX0KIM|yS)e+m4m`}i53jD0fr
zy2hZLPeRrgWx*c;A1+Sy!0!Q{H8g$5IdmfU&G*Sa8T``w*iQw&5PZ0L*adzk_$Na1
z4|%?I3H%B0;o=iN4C@5&4MWq1e2=3n_#$h=m#-f9Jon)f!N-6P*G`hbUk~G-X$Oh$
zUm^XI5P?eJ+ra_YiG^P7&~k*FuigZo0erZ6%sX5u2Yk8E^dY~4TnT(m@ZtJ>L+~a}
z;mX+&d=Bt^L+$%|xQj7U&N1LSgMTFS{ORslia(oKL7Dcv9(o<uh5w$|aq!*2hw~%w
z1@`6OUkLRh<heva@Wa8U_gupG8G!xc>p8w8gw%&;d}#$cEx!pL?<DZez=!KMDd6ja
ze>Buj`Fe%B&)EXL5%~8*dGUeYN|f>867(kA$B+0CSa;lqFAF{y{DYzSn3o`NZ|b8S
z_`%@A%_oWAM}rU7Zj!;LfDbocrGlRezCvjJJP$JY?*hL8e7JUf3H)mC;pXpnY!GIF
z4>y081-}G*`Oy6NeB3QR_^tQJKN0-K`{bVte&K!cPX)gUe7N?!3;Z1L>BYyi*Gu3{
zd^UypZ`PikbCtZK@H~1$_;Iun_>SPiovSni-xYj4Z$6%LmG01+3%zjT@f7f1f={nJ
zZvO|r1$=t*fmu^bL3z)DPsHay<B<LtX1x?Y8s`?@hHrmm!IuReu6@@7Um1M3@+5+P
z0esl@558WQ^rk$CC~pwFTb@>bU!LQzH!h4l6TiS1?Ek=rYflBi4+ftHx_8$DA>VJU
z0zL_Rxc<}(e0%WEho=AUz44+u_z~bA3*}qh<EMb14n8iF4|%_6J=2Ga_i^y1{Nely
zjKy<^`}kK7{4DU{#^oyD$AEt})Iap6k2yaz1HT-6lTbe7|3~f){ucOJp}gsjA@8}H
zewzZlhd16|FE8|VL9Z(G;zRAdd@r7tz*hvH-uP<r*@bvj0{<;O2RekbFXPjSdv+>~
z!!u^+g^O!L@EgM9WBlw0ek1sB?QRVC#o)uWyXD~LgAeyy;{f?^_HTk8hxF;~vy6Xv
z$77ueJ~uw!ZTBJTr%K@0fe+V@8-m{jK3{11koA5?@H@bVi{BXV%fW~1H_O2v0w1n?
z2f%N+PyRQ-oAQOrKko#*D-1rper4K8CGcN?|GReE40;FuM$g1M33|Rw;oEHr_$#mz
zuH7b~JlDXx?RHT3c6$kSMj)SX<&K|-c?*1c`4~UTg6|GKT-@t{ZwEeHyG;b&3j9N`
zb+=sw@Aa!>^5N{Kf)65nxOTe>d{6M<+U+IqpMwwAZsRB6ITZMC?Y1oV0pP=xuO9f`
z;L}^Dn)oGx9|%6&e4Y$`2KaFGlL~&wee&N0J_&q!?bhUf3H)I2;nsKYlQAxU4;TNk
z;Enxo@u>&CFZgi&CxTA||5<4LhrBnE41U{v@=pc7G7N9}rHNk(___ETm=V$sJo}NG
zu=Dul@NvpJMXB=O!^No*_$uJT#i=29WB<j_a$*iKKiz2Rp(FU$z^7Rs@_Bnf@MFOD
z1CPg&_xg#MgLvj*U}I-J^iDzVDFfK^ije0>$H51_^Z4Pr_kGvERQ&EB_;Bs9Ao%CN
z7Ynt|^JwE|74S8||J}Z;74!x`FI>Aw0^b3AxOqDTd@JzJhx);Fl<^}8<uvx^;B#PO
zNWGhwO_uS+=v{)H_$~Jzw@qC0PQ&l3KrfuXmB1GOUjVvy;~sKu+z@<0@Zs7=NAOv}
zhZ{%6fRDLP{>#B%L3zXFe*pY7@Kr+nLoCeExhdaG@Okg!f8ObM&IdlddN=7SfiD8S
zP^kTo=lu=AmjoYfob3p{@_o{e0bd3DbD{Rx_Dwx52j2qx{pMfe=W*!ug<iP%CNM+z
zaP?FWd<UdYuiY8@Rltt|A8x*B27V~`aB=7kehT<-<LMOelkUT>2R{LPxPEgSd@}fO
z{s(4aoe4f{`N13i!r89^egyb%{iGTAuHa3q?)DSD7hvkKJNQoE|L*xn3iLW`O~1bw
zJ6piF1K%Jt9~txSzE@`SE<tb7-{=`%^UlKh6naHM?Y(_(ol*(>KJZOL`H<iHZU{c_
z59xp3!t7%!!H-PfJL7ZUc*uBV_vJiOG3JdwDX`ZF`r+0+Tfp}Q|DZ`==Yf!OsWaev
zf={m=ZTvn3?~b46L;MLDKaC${XXDSd^z9hF9{5YJ6NS%r{dn<S+!Dbb0w3=DC>i`^
z@ac_<#?Msn=fMA6Js*JHL-6x{ddA;Cic&8_FI+tr1m6IBxO%PveiZmDq2*<ZGxnQ-
z?*~4;{#62e75MoH_|Etoh?)4;=UJY1kP3U7pkEXEcjL?F(I&rL;4gs>*A6a$zW_d5
zJJ<z(PJnmYL9P&gJnf(o6yDz+etu{O{$udr))gJW4*;KDTueE}fbR%C+_<<L{HNdx
zgvKFc{yo6->9r$c|0ekM_wg_9T=6el{*}Nd-6#KsOdsbUGut2i?$_Ae{@f9Kryb$r
zGY0%{@UMiHkH2ee{9g`!Bly@*KID1Z0q~2#hijKN!A}PtE<SnZDK+sv_A7xO1in^i
z{(Pa>_}38pa`5S`4@!Wqg#6cnUyjd#vLWrvj(?p>#o0%D#$F2S)!rGtpKbwPAAEl3
z-i>$2@A;h}AFf}-%*T64NMAiPJ=(l^6k_r(0sb@a;noqgz<&xpTz#|x|1S7&^KcUQ
zzTm^HBT~S310QZ3u?2kceeyp8zAN~!<zIm3P2j_g3nqSv;L&YVph`%6dB%l$uyg%B
zb`rs#1)rwf7#p7RzA@0ty6gUWre4-VuN?Hk#r-(=g5blo^T0x^bHSGht@n`U_XWW}
zb|1b9_yq9b#-V25p9lZ%Q2Qa@Q|S)=WANeTpDExwfzKbBKBQf*Cm*)_;9DVmxOxwK
zsnmPm!=*0>z5)1f^Gy}--N1+IH_gD$1|Kf|-N8@2PySQD54}(N_2B!14_AN3!H>HS
zA4pYd9{6zeR}lOH@c#~te@OjR0e>8PxcX}b{tWnV_1B$zxcE;2zYpod)!%yXKY<UI
z{y6vz;KS8lU=e<&7<{<;D+oT%kDh+Wao()Qs(`QR<vsn`^wU<*YYDw@ekOr$06yG$
zAq9L}@Zs9g7TQm5zA^cq0pAAcTjTTH`N8*|yD&9;%wn7?flo6&qa5Zd&ZeAa5XZyd
zo8ohzv1k0_I@`=^@yI97Za$xC8=`0DHP8Ei-I4E`(2qyjyMBc{ub2Y<74YHO_j>Se
zgHLn*1Ha8zt4+C%gYO7FT>A+u!MqhFe^c(`C{Jtf?zrDEq&%jMd9GsesRcV1p%<<n
zv;uz<e17QOEoaC$mP9_BpDEz~MEY>;bPM>0e@ef7xb+AA0r2<R4;a1pr8v*}8$DCr
zO3?cZdd)-2<C6mr!#4!K8hnQ|ygaBkd`IxP_JpsuG2qL94`+Wl`1at#**^e&>wWCs
z1b-5IdhO1%;{%A-0q}|V92gN&?_t_;t*`Jsy1nVg-;}o%_&i~F6Zcy1Cm#GqCch~m
z`I&Ym-PBz-r@~HS=w*T4-F6hR-`WMfF8FZm@DlhS`23;iL)u~dGU3CGQ)R(dNBVH>
zv>x~u!6$^;M;XjFBTXC<!8Zs0l!v$dH5q&-@Zs`L1>XvMp3w9m&!cyNZvj5scyS5*
zf9}J_e~ohl@ZsWH7W}98;p>5aAAGp-C4%pMpY+M#KL#JJ-KT<I20mQ7-vvJFzVQBE
z0v`ZBDl~q+VRz?&_~nQ{_`;z)zb|9zuPpfP;A@2PJ~`kpd_C}U?~^_ed@A^gq3O-T
za@?Er$>6u%Cw(gTUH3`93;fypq`w5d(Un{2{=dF?k$?OOoTGuy9_k<ee<0IO%Yt7D
z`+W>wH%a%5cq=xcTZVzY0sj60UxQdv4l|}SgkJvrx9|9jUdVOlj??U!tcbC`oKcPT
zjc|IzsNem1S(NG>(9@#S#DE?WrOpN(`6F6Q(E4DsTC2-#idJ1C{<R%=L@9ippFuB*
zR+}>DUyv$NPmESmBK4n9YD;8%|7g`eY8Wy_K41EZ=E3BdXF^`pUMJ;MJsf@Q0X4&^
zc>DqNhogVUt|t22&ptgMhZ^YD*R!h`etjal`ps|fuLAn}9O|cl{wjw$AJ9{CsFk{?
zNvrj?2UK!I#pMsEgAw|84%I({`Mf(r#fv$OD?jH{t0MJxIn}{Py(Fi)6{#oZRHHNM
zfjL!bMtviPS`cOQuSZopn@eqs*86g)6VZA@F4Z$eFU+N;#OQIk)QTA0H<wzPsWmh=
z#p;o{)zMhpBezP<+-b%GYC)V{lUr?%({q4i(Lk1F(bsaTJz4be+-gKtgDlUg=jBm*
zv+B`#)bMNuS&~g3%%iqv(_8YWe(?rLiP!xeP#fa)^*s1*#I+l@V~&a2OL|T=)liSj
zrry^*vZ+t?A6eB{r{ck^>V%_HV%2b;``M>Y$Exmr{Zp(O>(}dI)iJ-pzYOSEnbr1y
z9-dj93h1tx)lyv=c=rgsCbOCzk!w>{bu>c%mRa41&_8BYb21cNlvQ2Mpa;jPVUhY)
zX0<0$1GyQgH^!+k8Fgx$`Z=RPx<zTc3^O@OpN>-}q72eES})F`W<~2sS=6a$gA9n#
zr?RNoF?x3vbuz{veKP40S=HoBx>r{9O*Sd#$p;?Chst{444-PEC*tqNIj0_X)I>)o
zL+o^Pe_+2ldA`Tp7@z(M;*d`thxpT{Pfho!-hRCs;tRiC3o*^F=Rz#<>roKv{kkW_
z9)HCP(|l@nKwm?;O#yufcY6YQGsLd}y%^$3Ku?0`q4fZWWUa4H^&wn(;4g4O>z{CU
zRO@vRXnFG>`bCr<4Y55U&rc^D)j5M+2a%j1&pe3r8T4p~;~8`>h^~?PBCJe8n}k@4
zMhS5ktrFr-G)stCQQ8>W7^S=7JBvr6^jV~v8tsB#MF$t1M)H{8M2G>IbboV~DflP8
zCD|`F_zT3Jv3fhipv-y&#FWgznGpTsg2Nzg#OW>&!?Wn$e{)o77QGi@R~G#Z#HB2H
z0mP83dMw1kthx`xwygT{Nk^T}s*gYn%BH`En43+11+g`oo(gd$n;s026t8c=-C6Pa
zH;B#g`bUUU@p=tJ@9cUG#Ki1+B*flaK~ui9x%Cz}e<8Pfw?9vC`gsKFf#6VxIeCM3
z&cV+IgQp?xJQ(~5;$*(yI*9EL1?NF5%O4yKG5O(OFNmQ9^u@D|T2Mg$46(g{{tn_?
z0lfrb;3Il6#GFU;K#1=j(Kmi~)agg`uMqtT>YWfX3+h!6n+odL5Wg1GUqJLKq`N^(
zEu_z#anv`3^nQqAh4i-&-3se3Atn~q;~~}**8L!UF08MjMAr)IV-Q=5xdmHNJUHnO
zM@=uG2S9vNLSIMuekq|(Ky)jqcR-9OsaHbuE#)S-UP>Q<=7`7i_Yeyn(_cYccub;H
zI+%JDQ7RLh05RwBU=qaeCxX|mAWBaJk3*a+8{7u5{mI~Rh-Kx1Gax3H4<<t-RS0&5
zxLhH4<}#dkO7DT_R#C5qm|RiMhgeflkAXN+QTK+pQ&C^K<f!pa>%$N$p4M9+4nD1y
zLfm*-Pk|U+Ne_bfs*=8W5p`QhpM<ztN$-OA;u*afV$m}?1>(nN^azNH&*<(DLo4g^
z7f`;+`T)fC%6cQjxym{fV&JoS0>qqWbrQseXZ1CN;K~bb2!5^-ywMrG<Hg{w5DTgX
zcS4M+7F-3<t$J`a#F^^BFCc#WSFjtz${N9QcTfQ}gZm){)e3$K@n@~zmk>u^3XX^P
zu6D2=MC!}ItG69BwodREM9;dxA0W=v4So%==at}eh&BHX4ux1yPv5!as2}R-(-7zC
z>7O9_zpB?k%z0JMgZS=MJsRTltGX9NpZfaZO|-N6`e%r5>+A0zeyy*UK=gP`PllNK
znjQ$T?lpbm2HM$c`d5f94fIZki4F8Bh*b^rY>1y5=r15{HPGE4M!&AlU3b*iuj~B~
zdtcYzLj3u<{u1JgpdJsgB&hpA{20_%|3vi%^)ZN{Z|EN&zI;P}4YB<VJsskYH}p`5
zferPYYmS=NP@jhQzM=jJ;`fGn9YnuIdLG2=MtU^FrbfCK#BYuCMKr};Z|a{RCcLS?
zgZQ?&TVwNE=pkKv>TnD9Zs$9C1@6wgqh~^ld)Ebfy%${C)u*n$r>8&+YpDl8ENZE5
zLS<)5ebOXosdqu_d*4m4u2t~MZa($p2YNij_78MFh(A8iSCMXDYkdr2Mr-{8#PBw5
zf;(-3(|Y*S$+p2E5ZgZt-tO*GYuf2k5I?umyCLqh(`zBdex&C@toTTeg4q9&?g??@
zBYgomj7-#rAQmR-%@B7!c1@pauYZBf{{PY2A*TIDuYmaVKQ8xE2R)^yPhIYy2SE(@
zMBfDW!zV7c^wZ$@UhwlX-49~JXZk8sPJE`1L3Hn^e}EX<QGX55@4s$>8~@dZpgFRW
z-VCv@lU@vQt&_{0{#^IzjdYzIeHrND&W;OD>Eh@qeKC1;ae{*&r*(Do%|1T0tg90|
z2|2l&6Wj$kw7a8MLoR?!f!q!`0`eSWcgTTQs-1`ZIgke+zlYoic^Wd+<lEEH6Ch9Z
zl6-gec7o&k`P8~Tj_wC}1oA5K@6y-N#~{Z;{$Tuq{Mz`{PtqkPIr;+h=RqEV{2p>M
z<O#^dkc<1XTm!Hc7=ZKxoZz4Rk$#|~e}P;!&<SpboIJ=0u7Dgm*wHf~7eEe!+z#0V
z@*L#vNhsG4NAHE41NjZ)_mB%9PeYD{>^{`deIQRIOTK%CIeNw*w8mjhFd1^+a7TBB
zJUiS8o*C#<KYif@_dtF-!qMv?e}SA2*<+-m$3RYo><zgN@)G<%0(ls+%P2>0fgBIH
z)RYTy3goykl5elEPH^&I^pLTR9tb&XoTG0b-$jtWLhgjz33&!`738nuorR8>WoKaR
zv<wOMOcX<FCON@HLlBV3j-Ckl17v^5bC7>Rum2PT5^@^kcF5$ZlJ3q_I0(Ht)8u~m
zbSHRjs898r;pqL4Qy{;ETo3sr<Wb1+kX>h@0YFZGyo&T+K^}wLJWK3+Iok;i!S-Ns
zilc8Qqf0`bf;<Ab8}bh1TFCKp96c9u1>`8m-H<&YkIof4KhAUX3fMUdITLc~e8C4S
zaP%(RuUsJa3l=*14(>NYo`$@+Q1D;BboB7yD1WNlUxA$Zg%77~jvfqo2l5v9v5Ou3
z8{`VeA0hWcu7SJ+IS2BOC6fN<rRW$VeCpy-CpZD}*jJ8Dg6y&kdmh-E2zeZG734O^
zJ&?;G_kAtt*DZH~^G0HXTjA)@klP`9LH+@G5q1Wybo9@VGa$c%9KK4@by@A`4bV$n
zE%)QsIQk&&zgZ*qbJse-&ZE(=);apjD4$vmxd-w9<a)^Kkn<r&tw)1}TngD6ay#TD
z*g5)**!gY)8sr$C`ubZmNXWgAH(>Wq$X_A9*oX!Rxdd_*<d2ZEA<sg70oiM_^R?SR
zfBDYQTVdcf<TA+lTb!c3&~UG9ar713kNDovM<Mq^8vG9AoUv#STOB<T@+hRid;Wlc
z;(i+BHpt%~4c>nn0yqv07qS=Rc_V=*Z+G+#+^0gWguDuA@X<Ta<Hw_5ke7kqhBWvj
z>^@clUkjN6*<+XBGa;|yeiP&|$fO?ypAR{Af=_LO90fUax8O@4f5H7vklP_g{UrEG
z$T1Ur>JVga$ccLd{|0g=?tg(?1vz7{;9DU3PC}1|yaIgQKEZcFt^s}#at`F;{etg<
zyoUShkjEic91#2n<h;pfm<JIj$n}t>yeA<~;J)`E#0l~{NQ0k)96JRK@Mpvca>vh3
zeuMWrjE0H(8IV6iu7=zSxf^l?<jG@BCbOg4Ji{lOy@UrLtLasK^&UQ8oZahJ=w$fv
zE)4lq7o#@Yr~3!g_vYhOpPn92GyQr^K<)DP!b5x<DEv>@$R~dM=vY6nomh*qVbFJQ
zW`<niI{R>bvB{^e`P3jkd;w<v#XN%ha{3wd$~`=`1U}b&tSi=EraaJ&HCl=J(Z6px
zMRE3W2VVe>e;wF+Rn9ujZ$_(+Pw#h>c{joECIjeXFAN4o7CFv*qlC6Q$tux_=zf@~
z9fe_1(q+zx52e2F@9~>c9M@F7c*sZfPDj0<(S={t-LZPW{D;kggQrk1lrI-Fit9ZN
zDg<r*byIo_XjpvzPK~%`8as!+SVf?!eR$?>OZ9Y}vDhuLoH?gEyHJFye*IlQ4GQRG
z0d+VaPP|l3&x}^j>k-kaS!X|fven;mU9`Go*gm=?PL)PS;N$d&mRF<Ii46F7Aw$Q(
zF=|%EviR@pqV)0@H7-iej!~zhu(xt^H-{sYTFk|gnYm{+bui6&7*%<SP$Lt-@_J^B
zs(RfwA_klP{KKNvh`_^LqSf~S{X34gv<CjG*2|(*p9noIS}lv1>Hzu@Tl8qP13UC+
zH9TWAAbq2B_ZT%ZN?(jtYhqv+F?hga@Z>(<xqv$3*M|b;(Cqtw>aK;(Y#LYDfzB~(
z3+dA1E1e@K!F<2&qt#(kMOXZKvQ|?}D3%5E3a$2=kADR8Pg;%Bc+QD@(lPY(+j<0|
zjBc*gOefDsZTid~0dp{NFrb$C^rnD1;M0o&YK>om-RIXmw3;6nCGpE<>in^ySY*7_
z4m*^|?3SgTHEuY1lU5iJmufZ7hcgK^DWH#O^<zK}h)`z&`j%E>bdne<TplSft^e*<
ztFb!7Ut?;t-*~ssuX_bl*Fb3r)@yo%U$xe~{IIIm`PBxWUg%eI{6fd(N4i%E_H)z(
z#wxnAqo-kS!`m7Kp^&JzX*CdoSU_P7uq~iAVCD>{fj)!J@|mc@folQP*Kd&Ve!WVo
zB{&Jv>U+N)tJO)?O<Wy~@prb93+u5(EPWh|;Wb^S-~z13Eq2sk$-ZY!U>`t?9R}Od
zYI=$3FlMC1N(b|hPr6i*=}s5K=P0T{n`DUOB~#g#1NxFy1GEX}AuR=O{hXeg8RvUr
zGpqlYzH!^%a${yS$oM%%w>+9z%{6^vSwzd5nbj84H}+&`IXq6Cip0k&kuB%PsS#25
zI3=p(<~VgM8XwO^cRU`are{Lu=^CpCW>KSK_3b!yGIoue#HQ0#K9;WXO|0oEsj=uP
z2}fd73Yv3_X^TLXXx%51+N<^D81;38UXV#`j?iN>snZev0=qebUYki>%b<5>QllcL
zI)H{o=^L5U!YKV~CUqsM8W5ZYPKZ@~V)VdRbubo={%>`mM^`vMA+}TfdTBuIG*SJ{
zuXmuvO~08C&}T4b1Z3<^uiuPt^sETA1nY+gmE_moMyT-tJvM{se0?&QHhwumT?**q
z5$3QDwlOwjP-`QGNOS+E-~7MmH<2}TUDZPBJ@$D#(rK^z;{cQWJEp8|tg7gm>SNJ}
zd+0kf*Xusr-LHn3YDR16_@tg5p{ncQ5ej?T9T6%S>zxRNRpG4&g|)_+2sP5DXJk+*
zKK(@o^@~sM%%HCM^x6z+fnVRwV2*)*&!BGk^~^{!MU99wXTZB6)q#Ls7paD6eJ4`Q
z(E4noI->QgjOvosBQvVy5xvndk^e(Q;l~?#P(Zy?;ErFNcV0d1S9^Uq_xaTf)BK>)
zJU3*qoM@0{if@?{&2gkD;VdU-Ppz<C!xu!HoD;Nh6sRxfGN9(;DPPWAKut+!`E#BH
zYCfLw=j@F_8RN48IVVNnlo~Uf$*8SlG(<C_6eMOw8}4Ov_+CcW?`4z>lgwyt#NCWG
z-plAHP?P7WK+c;HYP!a<$mE&FjP{M5NcOAajt_&?VxRwvPo=PS+|E%D>lIb0+7uiE
zvtlzBL!ur|3mh#C;0T)OAw1k_sN1OS)QN4Zv0`eaKfJqY${f_w9kiC=j#^Hohbq8O
zt$bU3m<E<%+l$Q{wgA}5;fTOj&UG-dqJB=*hZ>xXER2;|g$Mrfxd1X<jWs!z^4N<T
z+dnz^{=nt}n<Z>HeC^#7Sw=g$n@>%57eXWGca~vT-@1<^w&Kj(`u-kFB<iV-nFJ*5
z5eF|ueC5+A0d>W<MPio)Bi5e*(+*Dt)W(2J6j?_3&58lfDlm&B1>SIzXDb6UFXr3l
zs1Ni89RJd4siyjHK+Qv2$JFZ6qqKS8u|%t-{#N)>dLZ9PckO^SbS;2xWg<}h4H#;Z
zZ)?Cr70WTKAn^)`lkX1l!jqzad47VmmM`CYt>DNQt^PDs**}o)h*pa*_-l0{fc0gF
ztsh)lU*EIUSsPnu<<`~$*A}MQ>&DiAK)$0|Ee`0d8cmnB%C!X3DIXU4(-2R;>T28=
z?#nkNpjP@!?;2;4F7)U7F<=%hSoHS`yyJRNPD(Vu_2Rl;T{k5f;LEovfVQY-2h>+4
z<@f%4=L71pUmrkdnKB242fT~z<lEpgi=>6vY_U>v95c*SC*MYFEPXl^r<Im**WK%#
zd_Az$ax^CVv1FpEeK<2heH(#<h;#hQkZ<S1ni}izy*SjRR*9;>gZa8)5#;D|el^uG
zTbJK`dO|?$_v`HebZ@;PphgE|oflII`Y-BQs)^VwBk4D|=@$l&9(ZS;M*W@e>0<$v
z>NlUy``x+>RCb+V>ltra4^~s%oeD0TM{HprgD;n`HFfk<znb7LaKA)lsv*NS@|_B(
zZa9%aFpUGleP+da)2DlBwb@<0_6+EOT6NXpK$+T5YMSo~rey5i-Gv&KkUl-nZLmYN
z+U+-=hXnL!vlfy>c_h&^zezO246SB~xRUP0JOq<Z>lW%WNCZ5(`2Yt8j<z-)lEfGo
zkQgJwLMI<y^G6Fe1A`PW?>q0J^Q`veTp3WOeR@tn9q|`IW4^{=yReiLeGw)73TtP0
zq19we8UeN3uMvS?0(i*)dB?q>vFSlZOU%|sHbXJ)a$3Kj8i;?9kLd;ozpIZS>21}4
ze!tw?!GgLc+sC6xP7Aj}F(M2x4YyA~Pr>3kpb@2ccuuRaM|w_5d=V=apPI{*(eQGn
zqj3Hs>;S(`^{Y+B23(A+d~c$C`XxO+QsJEBc%(XuC3B?duFE4$5b)}Rf1ht=Mm#)k
zFf5~aa@i%LTA86NkR_1=rQ1LKZ+#@v46@TQnr=EIqnhB;w<9sEA^AZ6K>z8CYF9*q
zpE9b|c<`A~-Of-B$e%Vj0#RGNEndA^7jFTfgIvmhr~Wzd|HC?Zfbj|MwhYFk9jQ*b
zg~MzeiHFxY@WYenz;M)`3|9u~WT#g~wJ1VgiBxAI+T(MdNDe2l&+0yodRZr`xr_%6
zg7wrW)mA4*sWB!m9AK@A!qA70DE{6kED(_GR-e8YrRJKbVPSxm6)s{?iJf3TPmji!
z1s4tm^p0rNOXtVWIB9(=+N=l9L}RC_$H%A@5qdz3Iv(-Su^4qSgPtFwk|L)&xcMQY
z-VvjI$*9-FsAW;>u#7>aRCr!@kHG%>qBgHSV8q7JON80KjElgEU^B|N&9C=ig7@db
zcZvggQv@0(o(Y+>nV!@gRW1F#8q5O5CEz4ss&mR2>o?mhS1I39khL|=Tbt{yW^eN#
z-c`j05gQi=?{~vYY+2pe!SwjP!aU|8|Az)@iV4)vh`WLM!41?(6DS-@sB3sRBti`g
zAW&Gg{}zFb(lrTGTul^uiZjQV;+LrarOxffCFemrq%$GGY66d^F0ki5+(4i7;dP3g
zIQ+v|pnEnl69;;D=>W%vjBF35L2+yXacCZ;QcWAe=<szE-j_iOS?kk3MyW|gbE#jS
zi$eYBQ8?Sc4nG=8HfZ3ri_~a!BY-yatv1IB2esbn9(i<$Q41pU`DnE#qMP$gj5?D+
z4~bDD(TH$!0B>2us0$hO<QTO$3O=zBVRieeS=_o!0q2}p;i7wDh1=7I$9!h+z&iI!
z6PrUg<G_+v?~=4}Z=m$4h)u{yk?&vd`%R7c?PHAxxeHBzj^OYfN0U6~@h;126hir5
z&WV-wC-a>B5o)_nW65z4J9@2d`}8kbP4pMp9HD;k>nj-W@w!fgnf`l4s4W3KBf`91
zF#@Z1vynyJ)Ou21^<zPQ0%v|W-U^r?55@-0F{>iX*jN=|os9i_ickNFG1#4Yu%O4-
zjD^%zZTc<FOp*czr2fM!&~?ZHy|lY-HgnAD@S&wn@ndbSH~7)E^kIDVX{;+w`E+tX
zO}9sl@ui_!$A_bv!OjEU;|VLfPgXPT7u16s)zJ63OwTBkDOl*gza9yOvgv*1ks+Qv
z{b7y_J@!KHBMa#g>NyE!n$OjA9n}mtQk(O}2T`$aVnyvtGOi=O7*r9myL>62|J7eR
zj=P3Efd^gpcvBjGAtz4(EZX}!<p=nkKg_{kAJgW)_rG|<XDzv&rt8K3&pwz4#U{YL
zjt?xr6L8j6yg8bE!F22yIG*>ZnQY?eY5(0Btv|Pu<x!Zcty?+oK=yQ^US}BY)|QP~
z7pMG5ALf0$WO&R>aije&{+Kpq_u|{tDSyi6oG`j*?D(>T|HYp|b<MeOd*JB!Kl_}0
zMrDj&Z?P)KJL(0!(tTaZ)~(e);d71{eJpA)+DYZR=ghR1E)RPNPhQ5WL{39#hti(1
zKLSHd`#GsT2Zwq1?G|4Y9z)QkwEmEEOj8(&;m)&dtp2wAY={4=dVe4L$nxkZ&EeV|
ze|9IPuzuaChno(%s%_PX>EG*^dU^hN_bBv7$8k4Wqp^~)oygd*J@S9t9`eqX2R^@}
zdpHgbO_e!9ZD-xTH(LC?UK$_o`ir<^dPaZhn1h+cPSiWLp2OmQ;}7~y=4QI5gELZC
z9OFcN6zXf_zjZ^b+)RD^kLaa+Msk0f?mi>*2;p7~()cpb(P@3Yt9QqVDF@$c>Q_)5
zGQR%v_n!#-6M=ss@J|H(iNHS*_$LDYMBtwY{1buydm=FZ@dUT92hWIX*$VqaT!V<a
zH~7Qjn7_!pF`{Al;-35Jyr)o|izT=TGD$MktnLf$r`)_>I;WZY2~S4d3nzu{g>RX;
z*EaIz`-kQ--yt;DW&Zc@BYX+wR@v>%>dbN<;iC9Hu3zrm-<$&W2_1<hZ}W4%(@4w+
zJYsjRlk>zsoLaiqd>S&}V>DL=5eny!?zQcq1Xo(T2=A@mGek{gq_p|pz9awLef4~j
z{toX0)H~1niVq4;`2TZpnDO^!G>!GTm~sQ<ZpsssS12Qji{CjY3saV(tV&s*vIS*(
z%AS<NDW_2`rrbceoALzZ70QSb%%8F_WjV^Kl=UfFP`0P+NjaQy8s%cj4V1enPf%W=
zj3~+cDGO7UqpV6<pRxsId&-`a!zrgxE~eZ-xtsC?<rT_^Qp}&SFl9N)s+9F9TTr&A
z>`6JCavJ4g$_<peDNj&dp^SKp`BN6AEJs<DvOZ-C%J!5!DTh-|qg+h6fpRzH3Cb&!
z5v7?wWns#4lvOF~Q?{UNPuY`lIOR0T#grQ;cT=9Ayh0gKhWS$#rYuKUm9jo%3(EGC
zJt>D%PNQ5*sXSM;7hb5CzsRdiKW?4)asINUo+|Zt$<iOYcV#-2dAwBVvPA_|p^A^y
zdarepc5T3vEA>RlGNS*a(ZoI8<^AZB4-%U+g-mQG@?HDsz1E4%+qG4tTDM7TUh28$
z|5Y-v$veDzr}f9BntuFVt7awNYo<z>yLX#>^sXw^?3328Co-{}FzuVS`{=zkt<&7R
z1+HE5R!vL-ernq)QI&eH^?Uf6*t`S&w!jUzHqDwOHc_RTzx!5;c1=EL{?@zAkk;P8
z=-Y3<)x5*o&D$ov1@~Ju7aMOiY1gjFCt|~XZuvG6BEKddy!STJwLup6Q_9U(@@V?e
zN2=7@Z9e#*dFw<^=>NBF&HQKPR6Ea9@Fn05zcWj~&VMe5KX(4L_mAL%nR9IVdcFkQ
z;Wq~e<ah7x{ju|kMa*wPgr-mQCAd@~(-(B_?)~wmuL9}{<|v!LotN>25cf)9Qaeva
z^4^Nt_+aK_o8Hdb)j1J&h!IUQubZ;l^mhKN56r0A^mZMvIx|3AcHWn}zsB!P5N6J`
z>FqpQ5s#|O6~%yC|E->t??cDT;r8Cn<JIx<hq(^BfARmtL7LcE{|T#4iQDvc-B1MY
zbeL;~h`Z|?o8FecJ9uN)rnl>mZA@?1EyjNnN^klBz)TVCy2-BFIu`?oD^|qazb3EH
zs}F8M(+?_^;L?MbzO-EsF;SdHCgVOd{c4VDt4+hiHRU0@B9nWYUheQaoA?l#-mWv7
z)s=J^ts<q@{|QWQ<JXz%)Xq#l3D3YnuY}MWd^YuC^0(;=CcWTl6ikx*mzQvF@BZ=T
zzZgtt`ol{l{o$pOK5@m}r0xe>e->Sh525MnwXfn*_1a5Ljf-1Nk>31w05)|jx#9Hz
zuKSka<s@_2cIMvTk2n8Az)V-O>Fv6G8`FFBz4xb(*7$GJ?_vIX{uk4qLt4{zZF;+I
zJ<RmBVr=`i`P+7M&6EFOuKN$qlk!`AsJWNDxAGRyQ2*_|;Uv?~u#SaEAA!W7=?8t;
z%+(z9rQ~n@Wb(hnKL&}7FE*PAOh19?OWTG?1Np5X$}G&kv<J88|LwtzujaB6FEHKB
z+a>ttBJ<B<6^VOpT{|8ZUCnKH>B3yOHn~EX;na+^Htx1vn*MFeE}HW9WDgm!H<_20
zLawxTAw)VK{qU}WFX1nYAC1b+v!SFPp4j;_Egrxdy$PX^``M3C-OhKRq#rHX&SPou
z49d<=Y4J#9=bf~8MrG%dw0M-V^F&%a`tH6xEgqxnxSkfzr0jT|7LUEV-%pEYR(5<%
zi^nNDZl=YvC_5ge#j`3q&ZWh(-5tNu;_=FkOKI`!%8oZ_@f^yIBWdxR%8n0d@m$LG
z`?Pp&W&3klJdd*dG%apVL++ubz4}xpb;h&aH~lW4{<w2bQ$CsXqNDy=uA;z=ow&yn
zM3H|h6R+dJ>k{{#54{82QF+w-MKVs={?y*Z{~G79v@_phf2OPd*ZSHBJiT&lbM-T;
z-khIpzNcM0k4p9UbDjE09{tQn=wQa`@4@o|H}RQpCIKmxddB^WH~py}^VSP4BBPR0
zA5q_)r`dBP^KP}VA4h#VUM&TFzj7r|A8PJp{eRAbTmPT;;Optnl=$b|^!PrVdzml#
znQ~3cA^0N#D+hzF!PgTXK|CMvhB-x_%P^Gy+|>I<#@WW<73$xhzNEre5s0rVD#%XS
z$BUtEd^&$F@oYi-7;)8E@HWKD`NdEFP_ct=b-LGwz)hU<(@qiUccuQfGezIDCv#0F
zK5&-c_)edD{Yd=D6v3Mc>@KQJe7+!_hj>xsZ}0`gA0%EAxbdem{VzzoEAiFDA0<AY
z_<7=ZMbo|Z5zpV{1^2!j@r;<xjQz&M%M-5v-1zfL%jaE0N`c?KCSLe`!JAP(k$7L?
zFA~SQjINy@h}(L>monUZCoo_4H~f(1D)Ga_?J~0v7Fx!iE!V{pDFyly@n<uMKUJ7-
zbK>2Iw<10exLdzn#lqvnR}*hc{0ZWJ5T8K267hoAe;9wh%qjWKA^t3IWB)MqZGZoe
z`i*mm{(~r|xrS3ee>d^R>K`TEn0P@^R}Y}$8~dw?+c<ncJb!mVxJ^<i#5)tOPCI@q
za9lr$KSsP7a8s`FO~lW0J|XNl_9V~upQL_Q+KFU;K{Io&Wa8C{!wvVc<6a$){zB$!
zpC5R~y#^jT;pVBI+<ddBI^3@?TfDDs%KO*(>kk+I>pYtw%B0Npm-#&xal4<f_KO2|
z)L-ZKvcL-<o<~2Ic-CTqZonTl_1Ht|s|azt*sroe|9n97yAxjrJiq$uyuX$953Ch^
zGryWETeReR_Ojrc1Xh)S8~ZsHN<XSbJV^b%Lqz{&;vI>%ixWQ!5kEmYGnR;*hQx1D
zKc<f8+ih-k91@r~to=sp_n>|~;KrZTwZ+bhju0KGzi*D{H>3V_>PJ77;3Bnoknlhz
zu`|sl`opMS2Dr(0EB&|6i3U-B_kPLOj>A)^pR26+A5S}{iC5hw_L~rY68RhZty2WA
zOaDg^Pw6DMwZEEp^`3%Ppq;vz#ZHbJg4^+M0P(i07i(uF@T^Q5Dh|3hzNb7x%4O@T
zOq|$%<wYr1A`?vmZsH$LeMzO%e(GoKApV&CX0AN=V9Hyum*CcZb>e$Y32w)+4#Yd}
z7M#_k))J4Toibux-5~BQZ*dgX<a_f2vD1|L^@v|NB)E;q*TgGdNpLl5QU3yPt3${Y
z4`vhlDf`6E8zdVNe|Nj!2#b5oBEIxaf_sl{=w81QA6Fu6f9ZpUWc=STS?n~T{$ApJ
zdk9{f_`?_gjsD)}#f}}fn*&eJ|3TEhoiA;>-AR1ak7B<b?N`LYAU!*yft!54?<)Fs
zTv|Xp>1u*&;ch%#JDJogJ*DMzqy0zm0Mpnx@}&6FnRpZ6roB~fDf&%__jhsLgotUh
z^ZVmsrzW{Sh|d`;e%gLfHJ9X@d?Uft%;`viT<G`@W1VUDN48w$fEz!L<rn+59S#AW
zUVLU!|AFU3-{$MX2UD(3=SaB<)6d+*&p#=C+Ip`G+~oUid%=rRzbElo4~u=<uD-GQ
zxdnfM`jOb$89SFEC10qyS6SkNIPbhdd<gLxsgiF2;){q!jT5{i@!yGGctG+^Bwi95
zLX+>ck43)?@s`AoekQo2!jG2_?|UV|)kL##FaLvLr}m8m_a18QRfl-tjbf)F>#;xa
zQtJetM|?MM6aPRN!3WXKP3mv^RB&6aCvos&{BKu4JVZBiug{1VoGJP?o{NAR`%8m@
zKgWC{a2{^#9G{(5zc=x%ez9-I$uq!>opNWTzHHq5`Nhsnj<+`7^1zM$&8lKQ7xV2#
z{f_@lo9{I0|7AR<emTy+b{x+0u;jaSv)Hlggtv*u9uOSO-n}LOH~w_(^_+XZhxkv_
zpIA}KYwZ^(AnTljo`TzcR}Hv{+h+DVYri}3_IoAYCbYks_<M!Kj;+Us9uYh983#L`
zzD|760I^evcBT>kb(G*%zXBH6#-HlT)8ey<XV@Y5%e0dN6>9Xo<Kb(>=PnZcF4XTs
zyn9XY|0Cit7${6U$4rxWCKE3W+}Pg}Df*8(LVQO3wcSMjIPo<u&cq>N5A_d}68%>q
zgmfO2d~c@;j%nAu9tLjmUG{r|dvDv}tHdKRi+%x7SINXTd)og=;su@-|Cdw09~ywM
z|NH5*alT1>YX#AdW4T6PU^M!*vI%b6mA{zam8ft1ECW2fak~cf_i|jd^H&$*TLy|h
zHV$)%M;#X2j?Y;!K^uQkFGzfB`+0--xLo3=?MGvPoBD0JSmI{K?RmscOc5Nn?zNkC
zT5~;M$HS*eNWSe~7W=4H_j-%CIwyYGICLdGq_XJS@-8Oc_-E0NqMgj>P{z*&oy4EV
z{6ZwSIF&*~1K=hOtu80H=sV<k5-;|Z*#DLFxSRL~To>7S_Nh{0C+V{2+wy)!ygb(r
zcHG!ZeCtP|k7{zS%fyGgB;~dBSpG4w?~Ugu;wfxD1!%`9Epcefb37mMEX2>ZkbIvc
zQ60F6L+NV?uBMIuVB+1|iaw?f_nK$*IS<AXKTo{%LeZ~7{9^>l*gu;^>c!gcOZ*v6
zzY9Dr{*U81m2I~Lfg3yOUlN}Vv_H|+=S_%MLj9xBqHpJ~d}zSNPJ6Dqto`Q16aGwa
ztyuhX;!BH*ohr;@7x4mR1aCk*S6T7@(Kv|%h7tFA9Jt9h@;AYc62IW;^Cm=;ep2*D
zaNmbp_gYB&5c~Vn#D6Bfw37HExhVBWIk9ssli;=<s}qmhFPi;nCx!Sfj-R!OuO{9v
zuh_Bmevo*HHe$#2>)XVaeJFT4+9_FH{HgER54IzoQcCQ{Q-3k>syPL><5gXJF!5}=
zMC@CC#t{GfdV*`gwzqGAoAF`&GHHi4ZU?C!lU?l3Wxj2m68n{Bi2cpPj}lL1JF(-B
z`A(?ur|BxuxB2z}Zu0d$4@#o`IF{G?zlL}O$6;&dIB;{`GQW@bnS=h^25#)1Ix6Mb
z!tp9A3TW`MbrW38#>tYP0&wH!{6XTU9hd$?{Hgwe+x5mi;sdyktI2#d6pWpA>=)M0
zQp69H6F=ure;RP(Pk{3Xn!S5{Mg5h3Cb;+3pJT+EW{`5(ILALDcD&~U?-IZMhWP)w
zm{+rb8$XNvAov4}Pkd#;oh;%fnyY*DA-<@*;AkH1RsLDgFZZX|vGc{p#H({(Z`<ua
z;HJC{IgUvw@c*Y#|3GcAKZ^E$B!2u6!EJjeks$eYxPcG2EZ!Qord)An#UB*Yy%rMp
zo^Ko`ev|c8K-5)kIF<$N>imb2ZzS<2fE)W~FN%G;9%x5=%Ur>`Q~xCKB3%T}PP`ay
zO&rd0Ux{hLz07vN;F}YW5SN{=6M>t2SB?}rja*i#HN=zXzikiZxXI|(;yG1*>gPal
z48HzBDHp=)Uau3slTq-Oi7&ye@n^?_l5ZR0+o->c`_nk$nK2O<{p&A?|4;dZc!~I@
zT(35v{`<stofiE^i1!0-`t|v~;?D!bX8||<mtHLX*#32vc2@JeYYg=tc~SJQa35jg
z{2cK!#l*f{M}1DbD$hCXxIKb+4xWRprTy|%#eVmU;=i4bCIUBcDEylES(o}dh?nNR
z;C<p(X(y5654yQ~y<AP~r*eL=_1l?v)2iaX?O$t&7xRff!YXx(_>C#zkL|xhs*9hU
z88;ixxx_a&6#Y{4XFG5c|2p#o&qciazXZ?D_5VY}TM(bdam@D9(ZoA(-EQ$yz_T)K
zsBmhCpAn;^Tt!J10B-zA^~^7&iMQfBTbugTh<9SUwdHL^{1wjExOJ}{#Lrxk@)jn(
zlz2IwCu2HxFY_A{>G@v(xbf4w9&QHQwDWEKq^4{<J5hfz=bb{dKbHFEJ^Eh)ciY=?
ziO)Fd@1mX7FQjefh0x%QKV!_mg3I=chQ#x8{b0v|WZ>zQYbS8y{{;3^I}Ti?ojq*N
zuh5@YUy^ZEwG)5rxS9yujSt&{U60Km?mbUFLVO(ej~_UaK_gVOvGdz>DVJ?mgNYyF
zzRBW005@^F`E}ZMb)5Kao`2eYR2%^@_Sdr?Svy^T8#@Ud#7=<z%mZ%Xv$~g9D8e{w
zrk!b?apo85muCIic;2G@dVDTZk9M-x5r4e<rUc@_V-kn{)ZYR;KR<_x{bBHPz|*Vu
zXbfm(e!S+HABzDu@o8+IBQOr_fv0DukBj5E*dU3U?RPV2$9tZT2Mx*CKg;Kpxmk$v
z#5-)4@(v{4lXwB1gW3MRfcVZ$q8~^7Tf`UVk@`v`{>r~4-~A;8FGG9^@jPtj`H62M
zUW4t#=9>)_XZ(Mf_U$;lj(F3h;!hXaiF#GqRcpq_;>Cy$;CmEyJWK#??C<0AAnWH$
z;+r|{S^Z<gZ*-G<5q9^=QeW(N&+%##|FxjR!TP_0cqi^hY<Vvd-&jNR<7xki*V1nf
z)m%K2s>gZfVd^&pZpt-_>p*LNL>N1ZsNa(3Az5v{4aAQ3Ja8It(@*0(<JecgZCaXe
z#a7zs#BtKbGXoab>FMVNZv4;jiNv`TjlJaRXHqBLllI?)cx&nx;kle0XXX=6h!*`4
z)XyFi`_Wg$zMU^>08h`K=D<z=J?!bfooJ^tpCja<{RzZpOc48fiC+M2;+DYiDlhS@
zZ-_rT=8Hb21NZ6z-00U~oF61U3Ah<QU$2(nBKtE6v5s~k5~Tg)7g*gU-u|H2f5Q=?
zb3@5@%yq$S+!hi)$^EshuOEq*W1Q{0bCbC5N`h;+B=aqVg}154`t0vkzdiB3M<ieT
z0<3%eLi}x>^Vs$Fqi>3x2Kz)G!-abViI4bN@Y2LTCGOqtEC+7l*_rXoLH*s-f4o-O
zxMh4x;@tSQw4aL9FGRdF_ak;3t_0kacZ_HM^$GFf+=rH@okhe?{F&e)m584pzLw{H
zS%^Q{SnN04E9K2iyb*BI9x7iIKc6E0U+Ne1JWp9nygAPYDp3F3CSw1zBXPhq>R#)B
zXT`43zW+~HZKD1FPkXpdJO}q*)}Mk+#r_U0_HBQu1>E?*zWQ^n>2A!R6ZKE>`O9a-
zbG$8fGCe1DY`c98czXT!L+V%XJlC5}{G!?D;j-iZ3F5o@N}R2qIh&<#|8d}^-Usmc
zzF1SLGjZ?v<aOeeVny>wmaATKvEy9_rV_6=R{X(o&b`hN?>J0w8;43Q#7=3BZ&B25
z0^G#8!)u~%`_T~Ux9umm?MEA_zqGm3%N5!&Ke%h`TqrJhZ{o#)n>ggYk>Da_i8mxZ
zaG=<??R*6B&v`Cn{r{bKhM2VV^2WQ8Z{$wN*VfBtF3!wC#022RpI1JXe62q}5}(9)
zB0Kkrdr$Ol^4umL@mGPH^44+0j?K3{_4jd{wEoYge$v0hPdjdZNBu;uXN1LXa8v)}
zWI=4cnOjP}-t(>kz)iW%w@d5Ki^LCY72M7v!-;peC3qE<>nL%>@uvXs-0zG13dJS<
zQN-&KFY&q9vGq8ec*iY*+jY@7;%#|;A}szx4NU09{{wu!T$A>L#NXt2V*Qy+yf521
zrZe~YhPe0n?@8iy_+0fN>X-dM@(m6bPxcb;Mm&$_Imjm9rryVSo?9KD{v^&*Ha@Yf
z#s22;V&ArhH;IqrxrA*$iNMnvuli8myDq&zd=Ks0IOJ?2`PSihTZ`ptPJ9H{nbyy-
zz)iW%-;(xLk@{a#zgI=6ckAa3;*WTqv(#uSc7nad&KBC~2;9_f4z}|`#J?q8cB;fD
zw@-+IABvqf`959(^{WCmc0M{M`gWe$N_;KPwTe<7KZ%!aJd3+H-anr&eiop9HQ>g+
zcibLk^&gRZmr;K{^><|wJC8d;oF_hMrRdwZJ@*mqvt8MKJ%f035s7n8+Ru_G`f+^j
zS&Vp9;^n%fwZDpZ&)#YAeZaFaZKyaK26sM|e7*0<yan8}lS>@O_R!c+>fdfH`IaJ{
zO1uu=D`-sol52-IAtGCQmY3zS?W8gBORL1b9ZyCBH~s|KZims<V(Qo7d9p401OE~G
zojv=4cZk1oIl;AH>uVBm?|VK+iSOfho1OXkJBa<VJjaVA{uFWVI;{=ydcL&d>H^{&
ze;0q^Y3DoQ8+a~VfcRD7i321)(i)Y@`H95m=p8{`qW(+3O*^ksGi|?KO5D5N$n~k{
zH=8W>?RfGY@f}>p+PHNm-j3@TTaUwtpXEAAa#v~tac{dlLVVT+$@ek(Ula>J<Nw;T
zf<HsN4RP=Jz(XBHKfv=kTVGEAw{3$aT+x>LeV-K%?Yd|Oaqn}bo5V-+eXue#*66>I
zZ+qf44oiq9#EE_DL%B|(-<$2<wx2G<2he|uZztZ9?`suczL`E3J2kE)xJVx2PZ3|s
zbJ~`~>k)4j5PzN`o=n_(4m_K9<Le2oruF9{aqm1>sI#=g(n{*f)_Viu?LFt@AGx?|
zI?bQ)VepeKj`wd@NISRndk45_C(Ry}9Ic;kcM-e=*CBQu97p^l*Ddxvx>LkgW)?fP
z9!qzXa&4(0`P%vJE#M~KtpAbn+V~G6{%jSo)0(B*LVOvY7hC<B-Na6Bo)_8qVjOTY
z?(NAc_V)+G&}!<}-6ePh+W)+}=+EN&rL8jvF&nt?Ghc-GW9QA2#J%q)Jkvw;z0bkl
z1#bN5d_m&y7V{n8;=BnFM`))dpKscJeUo;IaerNoX>wvhG=A3RykCg;i^P}leBRb?
zB5>nR`+&p&!<u^yrv3+fZ?-e>jl?_fJrLXeV|q!xB^b}U`4TU1Ho>)E>no9X1D-!v
ze-;t{{UwQWbLN}7xAF6@S4H5ayf5&*i|SNqM0_gWziL2yaTq(>sDFm*BI{?4K4QP~
zg#_1v#a|?TkmFtv+V2D0#Pi+9C7z!WpH2PRQBp2zXD{_9G!p$9)V~4ToVT3sE&92L
z=kF{2c;6d;8+dy0`7iao?-y+#9?5+~UfR#lPweO8d}?iG25!ogkA9+?yH^?NkMxXh
z?@+(gzonfwa72F)^=EJ#{+4#4k|ba6cw310V!q#H`{`QZbrwn7%F@my;Kt9YKS{o?
z`h_UiU+h20a}PW3v?RWT^M$RK(Zu7E#r{ItzfRoye80$m^y6O_xM`mg&L_AQTG38d
z;%j-%pPTq1;@;=5Cx~YqD*n7g{rG`W-hvGTFG~Db;3nT<oKFi7Z%=$P-+#zLd=Bw(
z*(7du{QQo1R?Z8yU-uj&`DUF;eb(<x7pKt>aR#{YC&2x06uIcZVrSQMv18+3g82HI
zg4^|KRp7?XX1?EI*Ly>Wd*1^;O#B4bvDW_{LnPmNl_hSY*-lmiH}=<ZomrE9{zlyU
zK5EiXvC|=+*uiqey;6Z2JIg)$n$pQUm*#s!IjLV0xY6Iu@xkW%AL6NeUTOWGN&G+!
z86Og9=OF~jwEy8Rh(ETS)C6wqd*9<aLA)~0&tcZRY7ZCvn{CC8Z4YgTZ{fLOEcH(i
zZ~aGti&P_?_Y3i7A?GPu-g3kzJR<g&QNJ#5<7cBJ!L9w##5?g^!p7%U+Udaa+ox$K
zFv8^f*Xv>6#=iIabZv=m;Pb3_Cf!cFHlOpN`@2`>kz%JE&k1e2ElNCpA*mPJ&YKXQ
za3#S_Z}q1U-^z8A#lI)+{a#+yQIfCse5nTUiroKNJ0pnC=lZItxUY5tcb}(to)@2?
zegfBfw!KA-mU>*zbGCxC(-gRg=N9hAUnKs!tIwMd5i>^Y9On9GB*%@CE{<o$B@;rl
z@t>Yr{RJ`(JW2LL;3nU4+%MbmE&y)Im7o3VVe0Ru{)q3ST|Ghk;jv=Jdp`C8@gi*J
z*8X7NrhgTBPwZr-|J#Ur&%2J%j`zL&7ULw}&pV49YyUX$3Vff$_PdzzqMwn^S?qeF
zI&kC9(I~OgjsCPDek-%!#aP}x#J%(QY}(%+Cvmp^WSx-ybNo`kP5g85Iq&1N{~7Tl
zJ~xzJfd7(%_<Wv^)uMjJiQ@kb&wGh^iFf=({Ao=67lE66xBemJ`qdF)DD_WqeNveE
zi(H&HA>umi6k|WN<$ZLL_~U&~^%>wM-x!W>O=&BU_!iH;HFmPtS$zCCS91gP3lKlb
z_2Ftqh_`?n`}uQ8#O$~+lDPN1yPd?n@Avwqh@Bw&dr9V74!CJ2TfY#0%KL<Pmv|Mf
z|7|^Xqn%6F6I?|*4veLKDYmO0XnzUyTk*U_QsH;Ts9(wdysK%~KUb;mUH=rDDt?~d
zFMeice4Ybt;^SQh9wOd}?aj^?PfQd2hCE-g{k<`86Nh+~w>16#jQZa9OTPkco?qMF
zhY3)BBlVkIlae+gUTV77pTu#p0P)(ujsKOoKg~^i0P#rf@3Ih|OME)dOKtniK11x!
z+9mO6!}vS~+}M94Lhur_lT7_9T%XKj0oDRH<78Vt&yA!00ovKfa@jew#7wc@m(P{#
zI<qD5aXi;5OFMIbn>fckCiQNA*Ww8Eckq1`Yp2jGvG0A(@*#2W_pSW1ML&i6+*6Fh
zzkyqy>541bg~9vKj`zLsOey03+NUL+_C2c#z)hUJ{o)nkEj{Oi>xkF6A#wPSPDRZT
zJ6-+K-)%doN!<JX|69acab5I2?TjLRoaZeKi9a+~?0eVSm4TajsU0W&>|@-5)ZcS8
z!L{%j?X01Gix|=0OZ*7&T<s)2Lw!O-&y#$=;y&x&)Nf1Ndk!$3_#w|ab2V}AdFg)O
z#{XP=-i`3OSLA%jcOlm;whcTE+~`;6C4T;k`t_(kp`(<`_OH)~d%uT1n|3PY5<3+c
zw^h_{%z61i+P_HrP|>vGd9DTG=Y)^b=3ATiBEIikfp*kF(f6J|JVyKr#<>9XI}y*y
z{c=6xdw`oboPSR8wf!;cmtwz^=N#re;t|}R)}o!|#Ov=6J2nnCiFf7qzH3rHE>-M%
zpQk?wJS%lVMK$V|J)hvhtw^>e-k$FvquIOHe&Q|oe9+EQO%_SM2e|LE^XU}gt@u7<
zMcP?K+`FE<L%c25MYi9aTrBZ?v#!M9A&#p>mPo$G`F>q2?RO#W{XYIT#B+Gg|1&KW
zJI{0evhzhr;@<DYze7CHbB-~9xcB>Xhltm|li+&TgnmBzmE=2#&pk^L?@fHIXJ2!K
z_zBPV3U3i_%lCO~{GVSYaXWfe`jH)H8UQ!r>Zl9ikL{0Nx%zY>M0`(uum7dK7CYYG
z3HgBdalVK73~hZ)JP+fRo%kW*XM0Nh<|dwNx!BiyepHEgbK+mH9&NpkBz}9g*s<k$
zc!k)B<@ldSJDq{&=jTu{iu$SCFT76j0C3Z<w|agj>I(I}-?MvWrBZR}{0>YF;3oc6
zz7ap$(0*s)HwO!D^IZ?z<lC0(v=-JM>c{e&Cm-?Rt3-cCPN{c0@7Dxw@@?;VU+7cn
z_pB%S+5KW@8uhbsy<zL+q{TUo<z>Flt`_?niQD?>PkajFUyS;Dftzx9&%>_}pT>6k
zH1(s`i2XsH=X4c`d-p*Dh!5xfr2_55uN6Bdxqi0ory+3TPsPC!hr-nF=;FKy5hG~F
z`~8cO>%@L`j?dP96XJP2`{;SZ=TCm#wO)XE+##N?#0xHB<MzUOu^-R&WA%FwFVF9J
zm7$$qh}ZLs&pE%5@_OGxE)U#opB#VeIKPefzH14tWs7IpAo|5W6aR}a-$uYqJU3L5
zc<%BEF_ik=?`0n#UXt^*wV&l%u|MOw<ZI{0a=?xKm2<>?Y35sx`WHAa*m^%eyk{%%
z(~dvqiO2KY&-SB)jk0c!OOp88IkY}-lkfbGCEr0T*FfMVZZk58zOYK2rJc?_1TR8A
zGj9?*qdezz#ef?-H*ZRLU!;B;SD!Z_VjAt#SSL9;j*x3<r%yG>w>s1ON&T2Y5{KRq
zLKNLB`FhVurW4<HF~L<VP5XO@M`o3LZQP1}Cw9EwS87JQ&Zm-ZXUSHLCGLIhxyRxh
zPi%X>LfreiAEmcQzHK*)ecOIo5chsxZw7Evk8R%;|69_ZO~m6L61)-P^9$|l?jrUJ
zP`||YlJD)4f=3Y_Mm*1lg4_74Aij8s;9aO6u~qCG=Du$(@z%t>=TyUi8~-B?ik}^P
zl3*_JisuBk{bCpGe9rdIVyT<NlX-p~%Y1A9ApX=#5kKvGI*)j<Qqrz$xsCug{&=4+
z__m3iX55E1ru`R*Z{>3_n{P+rO|MD5-KoFY;+&6coc|zR<r(qE+Iecb__Mi;*cnSZ
zuLC#z>paVA%QXYI*{2WcCw6k#e5qfE&(UfTcXo)KR`lm_;#G)y-#;8hygHw27hruI
zCO+u*1lK}Q+POyj6rU57Azovrlxx~aso&kS(+;>hZpRC5%e9qw2fjaS@t1aqzIWd-
zfw*_yy$pC(`VcC1Q@{Qb61RAg`F|Aqr#K$kdT9gPw39KfiJ$W$CBXpd*Wo!#aoSl%
zJPY@Cc06yoTkN!0Eq3g<`YCV|2k-Nm^VGj~TJ-HXM$AuQC+3>qs~OKyz}<6uJ{Pw3
zYg2z)Mrl`B=w}<^W8M)v|Dv5i#GhX(_!HEh4BYtHDpl+hCcc6A>^}t`LOifX^bhqD
z+_r}b#BVY_!s5T-C7#6RCQs4MDB{=noW;&BJBWL~2ULHr#Ailc@xPT%41EsV_&;K+
z<Y?_|CqA6-#XZP;bL|uTYkfq&0P*I)&F_6}<nNX@ApQmQw`7!j`xB4eFLoyE6g$rl
zZwTD9tA=$&zpo=iU+PDek@jiZ|6$_q@_ntcwDafzvG0A)p$75C`F#-Eo|h26!u^P~
zpZTEJN#^{xoc2c(FAy#MBoe;`+_bmzebV-$?1#ioJDv~NeBUB|p6~56rJVu9M|z%j
zWc}I1=dV|pFnCqqrhcn(y<M6~-zVN;oW$Sy^A+*se1Cf+^=}eC!F^vf;yDgWeYI!5
zc*!S3Nf)P5h^PkK_;Y5K<ZH*t?!>DXmbh7eju0=+dB@hv<443!3ZH8~sN_l_eqxx|
zxAk(IcwyFK0qQ?_RP1=?wGO~dJ1mk_>{O)w5b9Upx->8G)5N{w{4>Ysr|13cPl$Wp
zmtH`;A<wsM95w+r=jxH3@8|wTd=I}b7N9@Qaq)j``R823p2wB|ZsPwf_op_VDa5_+
zExhxK=r`u~gPPL*bmAL%9%%hMVD<UEu$t5loDe%P&%fXzb{wure0qP0b7ty)Kzzq;
z!9Q?>SPR_LO9ejvvg7BE)UV8W$M%t;zp{OrACAEFEbY_;ZsO3Twb-}*G$tNNf2{o>
z#P@6y{YK)BI!yc;&#|)*_nj2`5q!@oKk@v;J91pL@t;Nf<(DKrHs3SAO?e9@iT^Ls
z|D3;x{UE<*Evc010^I0-T0->iP=7r2J1Eh#>!0J)-#1tEOVQ83Df-XnL`8^KA-<9O
zJ3F3qBEFCB)7toKBEFL6jS@Zle}AXNzW4iR<%pkMBbv5deL}nv_jlILTHvO<-rtwF
zO8m^1QZB_f<T@kz-rol+4&1bdikxT5v%GH*FMLLFwCjyz;*aorpf2@i0XO4+W3E5r
zh;OF;A<lQU-mek&{+?T{-^HKSKJou)+UWt@l()Mh{@8Xto%+T2JhUYBFA$IVNc3&}
zI%kcYzh2pan>cvCXWi1($3APD`16HN()OVK`DC%*kS4z*?)}}2=yPKK!kGkDvjp`^
z5U;`hZhiaE;@3pq#%(O|jW0-hu0T6&&x`%*TqiUoK8N@ru3M~~>%?a*5dYUvzsVnB
z=ddH?jU}E!-23~Jr7nnm3fJd$K6;mUu)El|?W7}cQ;!99ihb+PSn5~i{?ytz?CR5r
z5Rvbq<QvWNc3bc5h<o3wUq`(2a`DHu=i9)IKk94o=LYl0a!Kqr=kMIsBK{(9qhHyx
zZf`{W2=0q*xrR|cz;!}p+WDIL-ru$Rjkx!H;~AI5pT{{4MA6O(;@<P6=qsY{{l3Y2
z#NXuj{|N1LC+_{7jpf9>?K%Fc*!O-<>M7#h-<NJr{3EXO-)Fw<uZf*@d~eXM!!HpZ
z7m#*t%lr7BqMv`X)MIX+7)l~OhTqRBK>K@%dw*9a=XJ5u+_TPXN!<JUEggt2^UV9-
z05|Pn%WLA#Ys~i+@lFp4UW#}YG%z#HyvFg$_OJTDjh%dae`ziC+fzS*`=-*w7ZTse
z^@+7}l6E>iD($%?^&@VI{n$SQFX{+U3b^rSCC_z>QojxHhU|~Ui7z1T{hjl;TVlui
zJ+cwNO}Q@AkT|r85JNkuf8bn#3t0anZi}7w`J6X5^DPeC*cr1={NG9ZdFoGRzq59d
zsNZ<7=uc*Omr=ih65RIdEO(6kzg}g4oA~7AxrDX<K5_5+qH&mTjeaq%Gp+q5z_a*r
z-~C-^o6`r>ul=*c$NI33_}TK({%yXIj+3sRMO+-`LW87SHJCwl;KrZl4~YFH#MclX
z;yG9OA&mXg)W0x5>=dM(D4+2M=f<3u-z8pxxc7NeRp7=S{}!=RkNUHKXTd%?e`+%q
ziDP}Oq5hkUe--MN^oyOIo^!uOz>PoaxvtAj{r?j8{yxc2+BteN!PU$|{W-+1dFG?@
z#0&DdX94OLz(&K3gI~(kig<b8ro8nlNIly5`Y>_t?}ioBqVGL_`;_<<uDh(C>wuel
zJMvtp0rNdXeQ(@qM2P)f{GBMPKbW}p_fi%Tul}u+Yas34CZ7M8;7<`x${_Z==Wo-1
z8$Z4K<rUOFz<q}ufA$f7zPQBA#yNka*jYPY+Id6f`x^1GFN#0kvi*z#ZsK2o>p&Z~
zW5joGy=2$<k7X47*VsM_(SBFr-tV98Bz}?42g^{ua+KJKx}4x5)rh}Fyl^M+voP`Y
z#3yi^xBY!NaqssiuM+Ra_s`4IPL*iM*ZW@j2gFl6&(UTAH}%r8zr^!Z#_cEIX1p4~
zb1j-z$7$!#Q)%1t;uz+8R?77Z6Wk>3{hgW8nMA)W&%NWR-<Ei7+OhRDnD`aO&Bo_6
zaqs^pk||c~kK}p6W3*p{c=tu(r)_WjiFf96d|U4afSdTtnj-Oenszc|7W>|Dz5(%#
ze4c3iPbTht{=1I&8J)JB$6)|8?Y8Bg32u(o&U3`Qzc=+JaqsU}j3hps=XC|>|3Tt)
zGD^8@JfF@Y<-OK0ZTox^xberkk4qx%{r?e;5I@7;H?#hi&nkBE|5xn4L4TS6w{ssM
zS9GAh_x-dlh)?CYrQKi5A-*kI%Jl);bCzt9ulGH`Cd9qJ-!h80_r02B#Ov~$$Hpxt
zUhKEy_cH8$q$zOIel{)?e+tr{Zq)C)OX9GJh5mv1$;Ac#%r8VByV$Q@LfVOKpN)y<
z`cm}m|3gtThv>gHTW}lyABYd(d-!(T&WVJkeqXts;AUvc^*r(Fo^zWKz)iU}RFHDr
z@QI&WiErb3Q+)(hhlt0$DgF#(x#DuAU+=Ym8-HRW#lBtt_aeTU>%)AspF;eVS`r`Y
z{~^~t&iQMK9oyfdbBp~Nv|pBX8W10pP4umue!xw6^Ko7AZ<{am|I6p6C5RWzBl;<c
zVh7W`d%XtSl&d?(y*bohOMEiV!EC+UCf@9z#Lf1R7Wjc&V`n4Bw<l;PiFh93w%(@$
zw`r;Bif^eugwJtoyNb;#_Dl2JTcWB|QR4M_q-|G;#Q*Ys`-5Vq9?w5*JeyeD^L%zK
z@fzIsS^s|{-jDCE+VZx{C-&Fo77y)uaszSi@6R|7iT;3F32ynV{X)dO|DVEZz)ihR
z>ml`+!r=8H{-LKmOrxDfG2)MH4>yQc{$28|Ogqv44|Q(>9_Llwiz^|dVQWIzb6ai*
z>!n~cT5OpmwPTMHIgTwPWnrC+q>(+gq)}!@jvcm8D4}c(dnsEADWoiELLpGr5CW92
zmeN221qu`>d&64D4fpqM=R4<o=lf<P+5hMHb8iWGb>@6$dH3y{D(gA#b~#UrtL_Gz
zzWb6N%J{=N{vsV8=NUfn0W!~^o{#P8bqfEK>iG}Xc|NW1SAJE#YwLW#Y4Y7mej)pP
ztd8HN@SomI#{a3}^HUVwK1<-QQTSDW6Mn{g`;!Wf>sx=R@M(=N7@j=tfilna@09s%
zU(Ztb>4yYv`1wAC$NF|1jF;APo7R;Wo?ou;*dO~*g}+e!*#BG4;f@cMc}~AtzH2nK
zsPJ~gZ{M%**K0h~_I2-v$UL#XXt%;&r}%98;d2xo_w{-^;DjgN`mx-X@uiRI`13B3
zb($S?i^AhRZ+CmBtmmp<%6MDn9)&+v^HPjYUZL=PD({Rx|EI#^cOOoFn5;9dr+5P3
zbT79)P;T&SJ?E<we)`>IU-wY>hZP>b`}Spp-}X^i|2K5}3I9jF`?HM#|Ej_t12}y*
zmX9A%_}lc}?Hum%a2X%_of-<i?SISq?Ht~!@co)sV0`|M{)E;uFmU09ExHo<$72Ae
z^_>22na9SzT;cKiIA2hB+z0HKN60)6QvPXp{<jK`>z8j<_~+H0H9O*dkCb_?J1pnc
z($zizaKg9ils{Z{to-3=I{xH0%lJth|3Sbhe)mrrr#nI6pV#qme&e|t<h${^RIgC@
zX{w)?AM8578UH^icyhuW<O846@ek5Ck=b_-dX&un3H3|c`8-SEFFPpfzf{-x9>9&p
z6~zDerH+5cfPB~Hf7qbRANQZxuke$eBlFvL->dKo)jnO+kNiyGU;6zPhS(a;t;qb3
zQ2X8R?G*~&rS)aT=Whm_&gWI?pRsv<qvQ7}KQufa8<P3QRDRhyzoGC;RX@4AuJiuG
zGX8nLlXcoWPXV0n{rl0qAJp+Lxtrj*@$*;PJQ`m!_!ks@{)1$^+1HO6k?-E1^2_wP
z0}7Ap-(REf8TDV;`oFC3*R|wcjNkrD;lKG8fg9i3J}TdRiQc>EpIyM|obRfB&hP5^
zyhF#Iu6bg%ug@xcME!mS-@Q@hiQl`N1DyCnoLB!L9<Lws{&9y*GEZEucYnYsPIqZk
z&-*yQY5uSLo9x%{YK7<VCf5J?0v-RNDDU*c3XlCBUsm|f)o!x=9zRCw%>U;Uz-c`r
zsyCjhLoQJGe?)Qouk$?UBlj+$N5hBPbbOqjuzRzd&$l#x^+uilxq#DmPgZ_@n!-P%
z@VGzQT^}v$zb4}64`ev{2ESL<V|wXh0H^uqG~eTDo&R$>zB?f2|22gl^B5VwLE{v*
zuN{CBzD;~c<~O-Nr{i~CC-c}j|Fw>f;|uRs_?F+vJRi~Teo^Nci{g@Zf2^$M9%{cB
zJvJ2n62<4o>pVXMoYooFIo{=QGEe-TS`}~_|CZm&dQAVkM90T|q1P(>+9*!<Zwi0V
zU&=XHyy^D}f3y0-?L6D3%X-dG{&1?U|L+z4I;~sTsqjxL{D+Yoc?c9^zF$56Jv#o$
zfK#5>7JYyGB!yoBIPG`Wjk4cM75+M%Cw|xI{R)rsh3>OO=6OX$_B*QcYzLgy6UXtN
zq44+}z-x7$yZ?=>=L5&cM88(}H!qO+zpU^--753PakQ5yJnobKX@$r2GIu;f=Gk~^
zC>O>Q{u8w~O&&d8;c>p!rxkwr%VnMC=sDbBo6P?@^()#uk5YKtr}sY;9@pJ$*)He&
z+wX1Rndgs{4?GcYI_LO(v}Y*%x2jLxPuKG<g~$CRj;YE#@Bfv|zgNd^2AuHZ2RF&R
z+)4GENgcmQ<EM|*@gG$9-PG<g{D0XFng6@m7we%q{&t1O?_PcQOc{UIC|~-xvjiU3
zDZEJGUyJmFk1G6z-^sl^SHFAWxXiQfSpqjbYL~*#{;j}`pR^P{^F4u^?6_Ltab5iP
z75-0=U-#Ud^4)`~|Cm1TDuu`L<&Vym^N-)N9s`{2J?=MqzQSWa!_yQV=g;4$@Ean1
z@8P>-{+Nzt6@HtZkMa4-6dw1jeVfALe(AR<Jnlm>a*llW$=cV;&ZiAH;o%kU6g)Kj
z=fw)&_f~-$zI{O9yEn>x{f*xHzw7+(RlGI%c+cJP-B+r;Ii};kpzx6^WS*|V|74Gh
zfBfC$yM_<b3V*xm8)xbGS1LSy_w##z)4t+$-f2SSpLmXZ*VeON;c@@EYZQL{8)UrY
z1Dx`BnJ2EF+Nbcxen7_mk*@Ra0H^hAKP>zDw$l5zbo>v`6h3)@j{l=cy_cuRJSL}3
z2mGXg|NgzbN36pKcJg@px9p#<0i5u8Qsw&}>z}@B@Tz>*&i_eMGX7P1KDOWID?HA(
z`Iy3=uW{8s(fRK<E%RJ=g3N!K!XK~jKfIHigZ%fvz()Y5^Ev5Q+3zcL{Fin7!|y30
zjV>N}uFU@qmDdKp1aO)s?lb>V9si#H-oi8Ar1O7V;W58D_B@&Y-aBRehjjd(Dg0F$
z@38NF32^%E&dX(;57O~J)$wmzl6`GZ_zCCB{O?!$$n2~$6(08sdXd88{?FGcysL3!
zo9EjK|Df6_Mn@02K=hUg)mseTo&Y%E$>r*QGkSjm;Iyx}uI+;i*UfnU__EH^y|bKy
z$)i7cg3KT1EnEpW*_B^VyYe`l>jOIe>8gL)`p2F~>&gG;rGV4=->-OOW4@vAUqx|*
zdpt?TU!{4l7EgRC;I!Xgd{)-~^kd~)hje`05BA#%kKg|~=E-80U8DJv_tqu<FTiP?
z|9+$3gZXF9SNMgh=a@g_*$R*Q_1&QGI8W?*3P1Q_ng3M%?xUX~-+lDu0yjK)uEMX-
ze#lUR`9FWF@Fn%<gH7>&?)+3apADmOJ}=kvsQ^y<+He<v+xb6F;qkkEBQ=@l&~{mm
z>FrMhoaT9k-q#lS?7+(v{_MYz@o!Z4uXUaq&X(`quIqX5g);xoj+61GpKMe3OXdW=
zNylFdINyt&zun6ldAxqi`^N`#{GI+m=CSiUxi0g>@wI&l|H(13PK!JLjl$#pliySL
zo1(bbU1wzeAKkizSMyd~(>8_2{_r;7b{F3A2i~XSV}J5LEBrH`*7MOH{o$;9H?HfS
z0-XF0r@lb=<cT_dUdP`v($hYq@NX(z+r2+<PUe5D@(trZ-%|MXs;`<KW2hnH<2=R}
zDEuZJZ}Rsi3V%df_I0(c^8xee^Em)G?dx)_f4Q%Y|8u|zPyS5(s3Qvhkix&O`H=Ti
z_zx8RDy?5OJh{hSnP>W6Wj(_>z79C?pHr_CJTdw57YaZAy#n8@<KLk0J5LGR<j(tb
z{<wbsb{+q|`^b2+U+%q6))UvK>{a+fqWJiG6(0B7KeZ|I{NjXg{ks6CeeJqX;M2PP
zXX*I3|K#g=ybkjIaf6P(?rCyvrpF$)U%q>S;+37-pDTQq>Q|@gT-O0k>lxWE^IWU&
zf7bCgYW%|DM5i8*`Q!LV1Mn1mJxj-L*Lyen^u7x+&smC}h9{E>kK-NB0i4#kTkZ6h
z>N>B{@fWCkpHukpi!y)gkA0}ZV}A8ag~xSU?*u%xuN!oH?C&~vNxu6+&2N0TuIJSX
zkNcB+SmAMBj=Q#Go>*Ucu)@3d5d1N^e!jv_(R>@@^Zy1oom>3w<S!L|-c>S>@t+OL
z^4<8ofVV0<j#GR};R7cN-+SOOvf&FZl6k)QF2O6C|1!YYPaD;5z7cR*=b+kIV|s2k
z={%E<l=%%0@7k96zoPo2`L`de@VI}@F2GawxTxdf{v^Lt_`$o&cVD3Ed3Gl~&zk@z
zez^a`vR}KGFDm@>Uv1$TcIiBK>dN?7pRXzW=BLX%J9Yef6du1T^j(F2{V}pm^E2FS
zMdshAdW+e!Qwo3WSu(z%^M4fZQ}uuQ|F~Jl$M5`}a!}@fx5iV<-gyk*bdRT8CU|9b
z)>C!-S&`oLeucmB&axiUH|~6~%=4xZIR}`@{GSPh$9>=rDEyh<kng_bSQ-CJ!0BG%
zcS%01@VKt<-iKs-tUpu%r+wX1^8ucshx8mBANQ>qJ)Fjq$1@!HMGuyBzDM_U2yj~G
z^%@T{d*MS0pEzE|-=N>!eu<2a`}XVwoYwiU-^uv<==e)@{8bu1y-49VDg3_wA?IxJ
z;(kw)`EUFyfluoA^8u&%<M(PW(eZJ=^lKIV&nkCp{{O4+xZlxJpDy2x``cUrc#3{+
zV))$#-tot>PU8b#*LmW;4LhD8^T+SVycuxX*VXfKZblcM*70$i>qiQI?tqLpee7}1
zl=-haQQ#);767L_@b{^`d4itjvjL~?es@yFo8Iyoo#(s1k$p|*_*-=R%N{1<E62zm
z{zu_2xjy{v-Jd1viQlt$u)^cG*i#ffr}@dIr@dI=_kE+R=Uuv<pDKLE^#Z?2*R$bL
z`EH!QcfV%~{3|b#@n+whqwx40qSpdW=M%qU{sA2y_f7hN!mm@my78akKa=mqbUmZ+
z(=@-x_Is_uV?W!i3cq$d<e#(8k@@4i*>?j@>yO{{{;ZCV>%kxYT$v~Cul_8B$M3fP
zt-?R9b&ke|KLB`&UOunmpQ`!Q=2t)M&*i&u+<XS`)I3ku@y}L2iJjXQ6dw2U`HsTl
ze&82APrkeBl_5U73~)NPU3U`ra}?iByiDL%Tqt<{`D5h|n*k^P$(JJk$pqlUSLe6N
zeN}XxHv&$2$o0<?xXI1;>i7}W^9_G~4mhnRuD`g)^V8>3Vfft!9{Vq{PN<9gpIr)n
z;)7&grf(kvoYr~j-DSMV>$eun{{fxnGdIfkd*4Ckzgg#r<9fI1_*eYr79KdS=XTs*
z$agPQ{Yq9fFt7t~+HYJ(Jg@LG?k^(^H(sUi_&wQcb^dqgzKl=)Sm9s%dN|K{FOc=b
z{_tx7r}ez(Ph`KwpKsRjPrsYM4gZgQq0Ccxq0Ddixl`fyzgFNcl4BdVUEy(l>HS_L
z^W0nGtv1hu!XJIRoag^KMkcyW;XnDm0yll{xEIU%-!?Am9M|tY5OBKpw?*-wO*;N3
z@09VzC#Q6L%xA7t_#-ZseHmTfqVsg`sOPNfJn<#+-QzT#WpepR3V($9TTGrFRQO$X
z2)%69^}k->w|`USH#_>5fE#Y;Q2xi={!;w*Ur;${e>)j)I)|s;N%m`Ua~|;2JkQnf
zf2jU;TmL5&{;;>ndOoHf_=C%3{`lSbQx*Oe_0OE9;};b^@W--W^NYS+;agN+vU|M4
zOJ)A}J<}1uQ|muV$N#1y>%6OecS_-}_}vzU+(+;0!7mg1nU3gg5^y@Vs};`;PhO<(
z3zd(Zt@FQI;qU*k%x~xReZYwyE=PWzJG@-xkK?>!3Xk7yyj0<FAK?F1_&1{ZtgWw*
z`G;RE=V1QKHz_>EtKTX-j-y@oN}1<owZCj%kA0QE<GS(_UoG%cw#)q*zP(i8v48R=
zz={7nZ%**DqWAJ6!1>(Nziobu<NiwKkL%r@sPHf9es9%#d7Z+a9Ob2a4RHGIJ@?9Y
zpRePOe~rK=ekO3!4<86P;X_yB$am6p-lXuj?%<ApE#qIL`MrieV+xP^5iKkHYCSi(
zwSj@}08Z<S`zife$H#ty`@L4i|KzQ*emnm*;I#hO|5<sRz!w#N?0#PWIDPlszm|E<
z*YmlG;rcJ$KaPF9%oD#4_&C66p25GCdA8j_esqzJkNbIEukbkjb@Cfz{%Q5g&FHtM
z6n>4?Bbyv~i^4bQJ4&XX+zNP#Z#?RaGJjk@zNqj=DZe^Nzk9X9<Nh{(aD~hh_l>zs
z;ZMA?oP(Y7M-={i_0yW2{(Hbv>%9Np$ax;TpUm^8$H;=V08aP&r2&DPU+9HAUKj2C
z<E=VA&KvoL!k?`EL&L*U-jrU?7QpGd<LZ}wxPIf!3jf3_WCmN$=XoB~zi$$_^<%u_
zn`NH2sGV--^JIm`ew%kG{Iv_={9jY}g`X1mjIQUzD`ozDiVvqL{7HZle#U)rmUR5~
zdxrOQlfr-W2LiWw?)<kh|4y}c<gWt*mn%GepW-Hk@B4dMr=8Cu-y-wG<M#qi>%8(q
zGV@;_D;s#0!f$-Dz|GG6vd%O46`9}o)%06s{u9+se5{_sKPvpYzu&@;$1D7ySIPJv
zKS$;<`syhB#zzRBxBb2pa9ZbuKahDg93vB5spH?EcxChan~wkPLuH0{=y!ji@SAQI
zxcOU7{5zRHt{-_K;LM-jAnP>!@C^$8(N_h2n$CZt!uP8_VCy;gZ8A^%9&ugaaUJXM
z+hzP2kzRT+;EY$d%KFdL@4imq-@I1fmUs67z{!tsRpiI`yv~1D&A+-@=c&I#zWX7K
zW18OhT7{2jKI$iR{K@Z>@z?)Q&cXE9GXZD3it0CK6dw0ES<!hOt#+=_=@km!rv6Wh
z`+r;EAH0X`*T$cCwXEmH0l}Y#9wQ4qU*Rv&JYLhU{!HPgX`YYG^G?8N{WpG4=0B+W
z{e+JHp1$vC<Inhe8ULp3at<%m@%sTM{P{~gACnjF)$yn5c$0%a(D7p@$#)HZ9(aw+
zb6@ojo1ME);m4mU`!zg#pTfVd`K3?O^-NqV^IW2FA{+l^g~xsN9`!ES*R4O5^*lxA
z*#kJ+<566o2{_A(UvA-%h7Ye$_(Lv{^D(~k8J$1wOLMD^kKY%&|3Aq5r$zY{FHrb#
zntxl@b$(Le$KN8~HU9J9cgsAt==s<=Uk*6k`^XO2?{|)oiT(v}+V2-4efx(x&yA71
zxECD7bPg|5K5YJhCj*|6ze_qkexLVq3Xk)y?{S^XbK#(zvu=0bNr2OL<9C@~tMK?;
zzt8YI@IOC8_WLN^?{9VdnAQy$zCHfEGXJArFXw6a{~Cqw&^l}5lOI!fT$gmm_sKlp
zRla@Nv9g2H72b{b?VkZo_p<+(@Vjqjxa~gs=SOw?GtZUrVEgi)f0XauTk|a^6+El(
zTppvsuhBS&`JFxiIISn{t8<IOPy3jhr;Wc==ZWi6D({!|yh`(4?yl?kbHHi-?`)Ix
zn>@W%;n$ra^P64s6`ki^Y8MzjKkNfC&k27o<Nr#};atE8PqwRn!0z`-g`XVd0sc<m
zv0T322W6h0{aV&}k*@zdg%7CRVR-U=h1WL<zcN0&@k6rCAH7@FY3Fc0;Iz(#y9nH9
z=SqdgcFHFd9@p*uSmE#fpDnyX^K0Gp!!rNn|03%*J^V=uf8SkXou+@j4RE@b>t7=4
zfjf);^Hm*x!`;Gl-ti+c|37?O=C^y<q44i~UEsE_cPKorpZy8o^xgJ@Wq!*;xc~Js
zfBgR4V-+6vM}33BzpQ;!_Q>)Fj{m646W3Wk0C4*5*Zxz!d(*M<gB?2l!x}F>P3L*F
zjz9f9GXCQVf3L#7rT*c8W8@EC)p_px5jh95XHU98*7I)l7uo#hEBwJ4Z?*HhTH$g2
z>Q5DZgX-;uR}cJ{%>RAOhqQV20#5tA;u=}MefK#!KIVI$2At%=Ns&L{+d4khxBvJ?
zng1bwA@kpUtenGczzNUae%lrXn7wvT;c@@-Hz+*r!}c|W$9ZV?`nb&h5Y7KLdLL2v
z@sT}yvBKm2ht~j}%Hw^nj{lb0(Lyx?13w3x&hyb%%6?n2-GPUGLe}#*^`qMP?^F0G
zFA#h%|L`?{8;$4`{EwS-eB94-`jaw${LaoT3Xk*Cey{LLDzb9ZGk5)y%(F}F8pEGA
zDSS}<a<=}rD?HAJ{8xp?{gxl{DVcvF(qn51ze@H0s&4vfg&+4pIiKwczXfnQpUVfg
zC`A78I~~9CN*Ql_`1G6PUOq7|aMQ=?fD<0ZeJ!4+<3IBzxyPIJD_1Z)_$2?!uXLU_
zs2ykiqL+O-eUEPioW8qB`I7PBTNNJXX`J>M8UJprZ?f}00C);dE-Qe)S?4)P?Q8q(
zM+(OOmf`3JtNhK*^TD5$^~8OyUaIih2jtworAIaPx%4_4fYUkb(>xa2*LwgbJMQ|(
zj{B^RA5ngIK<B^L=jDE{8<hLqt?<VHPV;~Dtpd0CFH`uAlVqJH@4lq)_&w0`zaaCR
zr+Sg;w^u3rnZMq`U$psuuJHK%*}MI-%rmL>l%4+z0Vlq3*0`+4_{ryW{L(gon4Wp+
z7iE0>F6S`dwBJ*HD*GMLb9lPKzoc<zyT?x{JnrXk?7zr7@%=6VPU}2=Le_ciG4g@e
z==ivw+dnA$5097i8=n7C=lO#l$+^8o*LmERWd7$JFYEvKvGRwr7_Ni7e>@3r+HZ_+
z$NsCpzyEES=kOimM{id6b$6Hbo80*?g<p2Dj5j@Y<IOV9HEP$qSik*Rg}*`b+3cKu
zsPOo`;FG^B^Tc_WPg8i@=lqolkNW~$ukevYS*Q8)Z&CP;+XOzO_j1Zt<hyf<Z-$?j
z15Wq&*MBPK@F*Ss0UiHFt@E|<zg76lf4+rJ!2B?S|3>rV|8o}LbT4r}?L`XTul(Qi
z((4r-*9)I~i_Eh{{crZIM=Ct-Yx>Bq%J}&Gf(sS?w(raNm_GR<!08;W_?eu;l5XYB
zUz2&hr2ZoN?oNgO)d@2GG#&p6g~$C;ZU&t6rE4_r+W5wAbo|5Ak74IL^zZWBnE$*-
z;ipA>;MaiD`k()7S<mKUWkF+Kmw9ei|AYA@S_=P(;=l2M=PEqz$MPP9$90`Q2AuXa
z5alQQ!8a6snb5n@(J6r28T#1rIKT-{9<BPYox?K}9{1CDz&B;Tr`#<2eZ(;`+oJ)e
zdA_A}^!BZnD*OjO-NFOM_2ZvZc>F#{>px_k_8-dnO^#m*IGyu`Df#XN`rW@%`1k*p
zz^~W&Kd<l^?dNa)wExoiW4r8xZ^``g_ZR%M^$!D1`<nlyz->KGSNL*-KVQ&!_N)Ku
zGF{J)bo{W!!P^Rd(zj*)$=$NwLkj<#!UwfKmEp<H6duQy&-#wud*mOx5O7-m#uMdy
z4F50F@q<bi_to!SrQ_rJ*=PQz%(E25A8!QQ&Pu1?e|)_F{#%{r!ryM;afWYad^bJM
zxq#F9<G%MFQTT0|hhY2qro!X*v+nafnJ0cvZCv5;JEThrf7`KgZYIBe4LIRp9G9H<
zzRVx@oxU3I)cM?80RN@V6UV8a_Fpo8{0{8v6n>@V&)YfNpzyOkA$VKY%em7JWc|0y
z%Dya4@le3&oa1*t&rtZOZ<2X#)p;&c`0Y`>-c<^}hvJFR%k2u^_|G!Wkj}IFhw|MS
z^^=>O_+o{}eLFv;@VI~Pmlb~2$+9o=^E~KBGJpIo<h;Vqzf{&^c=%?8$M2$kSK)Dg
zi9h<WoM+sZbqa7g&(A4ewR2cd_<0WzdbjW1sPNNNk2QJmKRmx4miLeQ{3MN6djRL}
z{<rK4=*s_jy~5x7D}kH*{kFp2r+nts`i-HV>b<;A#y?x(hZR1gepl0f-lg#O{X)iD
zozBk{{)<R1jQ>o|ZQwS!uaD{cGl0|jKco0;afHt+{Fx`nc;kn^(0N|<aDo3y=XvCR
zr_bjSh9mFpzB2yN$H)&}QZWA8fYW*&sQJkzPyhH<S$|w-Gz2(}kNfUE4RDgzmqzmX
zl{)?>>VFWd7#R43&L8Jx{Z7YEM0m2{=kncKv~KHOdJcOO9>1&pmkN*LU+)K;_}hcN
zCFk=Ao#(R(|H{x7h72DsfB2%#v!wjo{1vw={CMs6Zuj+oU&uOR`MX8o3wqAR2igjM
z$xb;Lix2*z!sC8T7ygpgf0uzvA1>>ZRSrOY%Xeq47W~|=fA|`YNB^<+$bLVr@Y{6!
zbJc%)n!+FXE1Bo!d&qdh|3eCYU03EezvAC3{4|}%_VqP||KPu5{3CS!C;VE@|J~Qi
z{7c8mA1+dO_w@pQ{T&4U7QhML?yq@z6`kiB3XkhvkNb^`pVYiE<3GC<zW)R{XR~u(
zrSM(Pm37+qe^PkdAK?G|kIetrpKRfkTycynXj$QtDzERS>wE>^L>FI(^pJl5obd3Z
z_k`#CuR71%aUnk3>$mdV4@U8bDTT*<!(OKFS7{#mX}X?U0H^OBf2Dla@b=i>$^3DD
z<I@!$_b0#1;3vsE=I{Cv;JmNj3H(0#-5=}t&6;Ou=e+$k`R<(hoy>oJiNfPPDg(3i
zg@xMQ#nw`-)2+9=1GDXJr@JygzhQQuR@=F4vbJk{YPwb%m}|5fdz+nZqh0GR)@B!4
zOO4Jz0#vKbwQ748S~K;9+FZBQ?$qilhX!U_i^~g*Zewo4rlFBR%$yihn{O^PYxQ=!
zez?|H>b4IL%(v@{joRGG;^JZa#QV1zMs|atdmBp|W|x--YEPW%?y78FZZ>8c7dJbN
z+H7m7(`~QJcI8iFwOX@9zt)k%*nVraj)h{ny#n0W+`H6jH}Eebl^PvOw>isSY}OZ=
zm*C%USoNj3+FV0srhgx7HZgwp=2~s<(n@Xi(4k#J`0ZR{zP_^1t>F^~YRj#K=Ir6>
zK<&(3d(POp3p20G)W&Oz_2v?O`ovuotZi?1U%OGCtJP<_&4Z2F^1<rRU>@3S5A5%>
zmat#l^X`$I`1f6v(b?8qV*>l@PPfjT-Z56)Pm9t&jx{^mS~%C%!nS?&HonkkS8>Vi
z??Ws6yQyxwxwN->cyhx3<Hq^sq1`KsjdpW(7tU*;QJt8b8m!^xyDCFCqS*u68_V5&
zH9A83AXc-~#qK)08yD|tF5xF<&rVh7H#TAj=e$UV+Nkc?mHk=&zHt&q(P&o&>vMD4
zT8oQ73LZ05+dWmQY*f(1LVdQuf2&q-{1cPa>FFobcAUF=+w}OJ-N0O&t$c6uo|X2I
zn$mVKwztte4?CEXiO+5v?o=nHy2G7DcYLZd)g4)AbUOH7)u}rDH*ViHKYC#I%EE#N
z7#f^gSq6&KyA8Pm%)7#ewwV2DXtNu%b!l#*-N3y>qrE%Flnq7+9@m)DyPd&BOzfWs
z?qX<TyRp!ycN#LMjny^ys4%7jgU`;=S9NQn{G)9nRb10%{@>GwmmAey*W-RRc{VVs
zztP)Ass~F(p3SH)6EAeDy(adDH!kWiTrptN_|jy3X>Vh^*{oJ)=B8`YOclAm?l1f6
zp+jYVZ65aj`o!J-GApA@)dw5xZgXa#G2QC_(EVvfIz)rTM``FjINljw>NfVa>kHL6
z4=YEE)N>pLsOF7xEFm5@NR;j2P-XZaVgGbXQT9;DE%PPEKRCSFAI#0{FZ_vaf2`AO
zFD=is4=Af5x-@dm{jJwzLxZ}*$FH;?7-gTk<6{__>K<Nb%$?tEf?ZceFQ$KPB@xMV
z1r!C134ZsauSzi2*ve9KX^vQG@vZCLDr2$;EU{5vJR(a;%(#jL4Go{M(p=~s=~Wd@
z+t1RBLYzR5bLvMRm;~L`T!dEROVCY=^+V@^;5LqI?QCzYfWUL=gUOSz9gTW-rQPUk
z8>$|JwzOk%>p9h0b@z6XfUL;r|5oi|&yF2aRdB1VXY8udh(MzPY5M@t3~Sq;uzTw{
zs8hrzr@EtE2&=~U&I#FgWssB#5rWmJZe_$&pE*dCZetv>rdq9TtBg-h4b`SbY6q*;
zJ=3*4!YrrH(@B7#8H#P%0Uf2)CXLAuacH96-M6*97mCPIcUy%xbZ20$-mR<h$}6i>
zYTFwZtu$&gkY?jDv#JuCtL=8HJ-#&GVtG7-HM!AEXsDPHX9o^D)!lfoL0=~!E|R-4
zR6D0OyRQLFZlSSMUGy27P~g}$D4(P}ZP#gV4nwu`cph1dn`}E@5}jjZW2S+2+x2D_
z+5$e<tqj*DXKFZ(Mr{d79Uvpi^=5ngY}rus#p={Boo{s$>!hv2<5L^)?*}KR#%dGO
znZ_l*0*3IxxnmvN)!N&f<+I5aHabU#IIj1rJcgFWr#95UaY6CIzGe@M3$S`{`!X(-
z50H7XDR7&iB;jPBgabk6_&Xgr=&A0QZBuV5w=vr{;SG=oCo@=^0#eO(D;?-qqXbed
z3oD}q0#qHtWi{GB0Mf>CXNeJ5Wn~mr0|s>)wSBB<`bW!H=ZnbU#?qWEdMLXb2)<6Y
zM%<Z<h@RI(hllf@0EQK;DiH6)p7}g8!=f_0)VR3jkj5@3Q*J#Zua1F%)I_$^G$32K
zRoQ9sH+IECgzw-djW!IC#rkrs-sQ`#vNn3uE>5WW48fujMcTiPVJxo*eJZsWJtBmv
zRyV>#f&K*6w2Al<Zf27qrFXHL2+>L|9)DNl#{{D_VL=Wrir5gb!wDiOV?FqB0nf<b
z#Ht*R>1?boFB5KpAuVp%a^|k_GqzoDL2Y=$2;I2qMyxH2E0W3)r*~<G<J1br)P%**
zoW;19Kx#Lkr;2-Xj({Gjo0*7+KaArFcG5indJvq87>cJ)SH^fFP#!`0{%*)191b=q
z^t-C7IGgVRjC2mFu#$^NxpC-O$@P;+t3sT~=<J4A^f+#x!CA-%@1N>!ns2o)uD9pL
zCsRBM#v<@(l0`(jvDg9?!is|zW@#4E0OvN+C96umT&YcyJg(6P#&<0aR*&eCGpR7v
zY;{<cjlja4Ct4Y<jRUk}u{*y|-`f$N02Y0e`1&SdO0AZ%#nknN0?Vf_2)$9csSZ{>
z1=rB>VMz3P8z%cKs0ZRDM?d&NU*w2U=hQkEgH4h;Ql-!8%@nYLB=2>rt&CuOGjPMf
z-IlTMH4)xaX9mQS-C$bbm{0_-1S%GONYYk3U8GfzmVwLN+*qnZ8Lc(v$1mu#p)A$d
zAvQj~8z)@Bzo{Amxw^32Xpc`DwpOd72idD}P|<f1m^?AHbxnum=oLB~4!_Z5O{qFT
z{8SFVgkAUGOC+Zk7nuzJ1qN%(a+pKKqO&p@sW#P}#Lq+a1<3(F9-Movi%ENgn-AIv
zR8e4E4&}}+zUCq+63Kap&5>G-47_HSeU^>68Z(gQJdUVwXcn%zT0O5h<hOzgH+=wn
zc)A9)5;r_K&0aikFer8l@a&Dx;*cstO3+wYhn*!&Y_<wQ0EYlKBoAtbm3trqrmBL+
zPfpDcBg2H4kGN=j6xhdNb7_1()Kz>M`k&qF+T^RFe`e(w0aoDpngxGt?`XFcSvv)e
z57stMw+=Lx*mVVL>VXBG(ls94eT*<e71%gx?@z&6SZJ^ZKt)ccK1Gr|e-vZ2?c{GJ
zDqNL*F%0@5vOS0+++=i?7Z+y71tu8r_p~KPe3+DGT(I&~kK?oBQ>+!@K74eZ$`0yq
zI+-{|iC$RWG^=7CT+xKUWPw1EfqW_nmwpXah1#Lxd&s*wwY@fu<HvvS&6E<ypDy7F
z_`BIK)8`SNV_JcOKYt$;_6lSKM$&}sHlZ{#2=rXd6v{CR!uzVw)+Qn^W?UW81{0qg
zs?|W!kO{0`Oz7MhCVN;&Y#MxVcQzbMxH3%t%Fzy19`t)c4^`Xi_Cdi#28Ujw%Gka-
zq6qAZ-_dHb#uYfBX!*FVz|1H%zSZqWKPqN=rMq-$a4e?_1R8NOq6QWjYD6{Eq$xGK
zMT~k{dNB$0=L#8OR|soz;ta`j-IV)b9hTha3?g?+a;L?|4Epi)@D7n3NGg<LK&n2k
zcJuN|XP+31n8+Bnc~xSbn2<c`X~-_P+#xXvhGbd?t6)I?oa%*jI28-75iD%De@%fg
zKzt{K%!R2p@!=xD?N+nAtGb{+UY+}j7;z@&$xs(;P7!Z~-N)nV_Dzv$l9iYS;NwwG
zB_%miq^AUC0)z(QWt(f`<dkl9!Al_<%(LU-XGVa$y+ViW@DT4*8P(Q#Fg<2fdzPjU
zQRY~r?>Waw09(LZq0X4fN;Z_qM4zB{Vq{t*3d5}-SXrATQ*E5o95K>Jf`Q|BCfWty
z#yi1&w=a|KLslG=9jsunegNJUGWL93&A7IyY=zPUpBWD24|6+~FMQv8ZsKEW9&&EL
zh^mu!XIK#2Kq@q_`oqV`6$VT}aBPbUKBw$|@@5v;|Ha%+uU6ffp5K&Jr3v+7W^Uks
zfQz{mn}K;JajD~|Lq3G0L$KpHA+tLf8UdP85S|hd2$vBE-qu=JSzIE;ak42q&37*p
zIWJ253-FLS|AM*a3(3u#5E1I>85bfe`%a7jXa0iz7=h<KWuFIjy=$hz{uuS$qzzr7
z5a-<!&pJuD3L@oB9T2WuspUMK{VmOG?F{=G7mZI4cQf&a{|)g*->uFF@@|4=$GH%h
z$5HI0YGxd7bWUHhvM@^z#0;HlLvXH<FvfScPtPs@TgeNe2{QA`wfW`2T4#B7!Fi^L
zh0QN>>}C=t47z}p0?A3d1SgqX5$!9`B<P#8*EM`{&_2mV2FPeMwrefU#L8Pv;KzD~
zry%owh&$5%iE%WE^Q0Z??h0nhtFumui*{fJQSP=YanyuPB@3EB+LeZQa1GmrU=GoO
z*~eEM$Nys++pHjn6I?DiP{+qrwBVYCY9#Xy)zq1JL1&qE2_xxD45NQzjL76eWfM!w
zakUlBsCOD8OAwrDqJ}D9#+barHDLi$>zo?JD-f`um>sgg{3rr5^=yJ6gs&)F<=mwv
z{iE8MtuHsGC=3OkXBDo{!P+Pr<<&`Y*NxOBIoD;Xwa}?HV{<7aj6t%w_sr}^*eIAN
z+jJCo8et{U+`ydSWYSlKh7+0~DBG{|vt_hj5U(-G6EGgK)RpOk>H>RoQ|btAH?56i
z2D*7Yi<gw(i9JveHfu=a<hJj_Oowlu0+UnK+W1b)khd=SWhv`sC@goNcfc*T&^QEq
zLr%-`K4f1lfFmw0*W2n#FBRQAPKk60kfLYXf_=4?J1|U$w(#Ljhxt9k0K7A2kYj9W
z8+pTkmc9T_#RvNMc3A*nt0&-h``SGDau<*R37?@jph-||1Q{=P+sXhsuvU^jDx?9y
z2~z5p0M)9ygI$SCe;#Hg<RFoH$HioTWSOcUG#*hdSq<uZT2;u{k0@rJAhB)J_3g_t
z4Zt(xd-)@JW*0!V9HP?_ML5Bs>Fi0Pmw4HF@Rq~@bW$Sdq!&%X=dzMQrO>=cV2uTP
zuc~cN?1y79luN(?u?a&VW3_pt@o**zh_8{G*_}l)sWK!o2~K`Wiw%Sjl21qvY9fF%
zIhT_^SVv&WhbD(fjLg4b>Vn>I7>J?aq=q5I6^RXA?ggb+vx}6KG^b49`e99mApkyO
z){|mIz377A+s){8jQq!}BH>fCaqkL}WSiD_MMq+X&{P+p1KDn-1bAA6)2pB)<1};n
z7;DHJJCJ+<N2xMrjxS){cFQzhd<yYO@@8IjgdDG?29@}cjb#)pgb9qZa7qcxJK!UO
z<B_s4M#@HQp*b^Ko9(P{{(Z(_HUr~bx*z4+Q7U!?QMT=p)Q+GjtZpSxrUQ>LuZe30
zo`sy2ZGY{Lte8&7oimNZ6-)8Ai_5rs!Ts3vk!A;^!6*C4IU41JqccX4{a-;=K<U*w
zR3)#XA|-wi`=EH5SizG;2N`!{2f!c$!jStZaz62iMZPD>lFEEfI%AkYfk2cmO`s?-
z17Y`)<J7xm2CHOugWqgyqbQ=ah}wl&(`zKsP~VHdL-1?Uq;r=Hjc{VR24@IjAzN!?
zXm*yC!Fap#%3f<j8-_NF0^L^QF3Xrpo}_U&5g#D)N>miV>dK%5qDTQ!Zbd<nj5z43
z<2zzz4OVAK_TV?J6kv9N4z>g2q7M`kc@bCkjq8!xPU6s!B25eO54=7!P8VfTHGk~P
z<>8<Nnme^j6pi77K_0dkTppz#Q3}GUkz<LIMM@s~X8JWM=m^M~6{8}hE<<Or$R19|
zaR9^&@I5k3*#nos>GK?BOUQLMswnAfZTy2{Qp+or#z2@Ed8$<L^40aE<Ryi9c|jry
ztH-Y~=LkcRt2xu+r65{_y8?1#W`Tzl!0tYr`F!0At&1t3*;=6#w#1&{`p0=wqOU2x
zioO}wM5Ptj9&!~st$DImz(OWf4HhK!9Qc-1Z0f0EIZA`F1ZIdDb<0%%x5R33#$ttQ
z<_F7tXLIH$G#@%CHkCua9!_K@4y814XXkD(EGj^A-aw0kOxJcoPLR7u{K1I~9ysYZ
zlCcL|TUln9GgZLINT(%UTPmv)eh?1zXZ{VW+@Xf3BjCGxoEdbqh&5(a@XLWbA-@th
z>@gom>1;)Pk_lPglA~%l5p<uXLg0I;REJJ=#!E;If={~^D^+kx)u{0MSnbF{U!kC*
z{D!2Y(`<uP1ivUl-6<eiU{ERyeL-X9sU}_)TbR1V=_%E4u$`=&MhKc2fZz=xVkF-x
z2(V~gc(>j;&<Vagi8~X7!&wa0&VpM}vN8OCVR&jJdU4o5kRh#mAbidEGK`=i3dte{
zo{!O(Q-bwd%wT&)5+%wH(}_Bpvh*T5D!<l3^a~+w%4EwMmaJf~o+p1}WwAIPresyX
zZ1NF;=fEennUz4}{7T-HDi_-(E&!~-PJ5~&X%*pF_wdG=HLg-2aD(Ht*bGe(n+bep
z5qT-j#NucXJZGW1q_4~x=W>?GvP1NYW^*hsSM@U@$WuV7YR-%XS~^QxVmr|0fu2Qv
zQSvyf$GxO(QTBO`vCg^K<i<v4t9c<VtU0fJKx}{{GI`aflp9{Nl%qU-5DCIxZnb^5
zcbp4|Grud4OX_%TwRu}X?sP`9Q8GK&m@~!7(a862ghDt*nS?0>c}$*(VtMTOq=AYO
zPTI-hxXjgz`*yKpiW;WY73Cc}cb6OMWzJ&``*uHh`7piAwN}JtRS}7DtUSrE*%jiM
z7HCr@xuv)KM9tV#7x7^EoiH?ySr{Y1MUV-J)9T0b!2YpJtuVhB;(F6K{HdKrUZt$d
z+pf1Dbyaye7+$rQ;AKuT@55)BU_){udCeD?Pqc@Puz{4%^Ufq`j=L9RwX0eHM6zpy
zR0k43tAY+d5jbdRb4XaOQ?UgC5Uk&fS{jb=rfDo`bgoHR`V^t8NlqnFrj^FwAdDoX
zMyp9K=GbsdpdL?mv1%`im#?cbxTD_bN~tO2lZ7k&BCq^`Itek7Dl*`C^+!YM{61F#
zvfE%2b9af*4erNc{a;r&=&Fu$UYcJ|R~c${AYYqv9Ghmv%c*IbGFwbNk4$#!;T^^p
z<=8?`7o#zy5GB%!^uswk$#f@AlZ){W2<1C#)DBA(HhDy4mZ@(j98qq;X1CfC<mO<L
z#c>aIys%1(Z0Z7IMifE!6A+FWBe2u^P5AEZ?f~!UtvGR_DJyF1RihsWnkBLrMycfe
zkdaAjT2`tl`$mpF^7z5dgF+8FA4mB-$-XRkw}cz{x9H5TAov=&`3vM#-WMPdO1dp~
zDc(Iokg)lITF9vKn#6HZ=Zcw8URwy`|41=mK8=G}Lz+*NS(K#FAP+Dwu$)ULtKN2}
zaAf7|C?ap&!w!FvCr3ggQzT4n^EIbVnX&{=OQtMQlqyg%<7@F`gyZVumn(>TP~bjS
zTA~P^=eZDt8sTKo7}!Rc>0w}eKTP=Z)@G4j{gfxP?AM->ri0S)Pp@KtrGeJOa1@j+
zKaigqJ+_=|ss4&sl6vJ95MqnCEGk;cd3-&RPT1UV94AxzL^)z7|Fnx6Os*ig8JSd6
z{8c1cygY0B;bvEyk#R)P9TAd4)!{__@Is5LaU}ZhtvF&SIJJZ^)l*7A<?cHN3LD?!
zs)8bIzks6=@{(C-Qkqk`h@Fi}?O2DyEyzbnRhs24%uX$2+QugI*kkTLSarQD0`5{6
z-7%LA2Vi0;z${E}2<7RAcA>i%%D2$VLq6|_C5@fP^CR`2BpOl@T}EQ$#lw>OF@TPm
zA~8fhP+~QKa}tftkPiV#!)mlkC1r19Q8{zK^>FQjk{}h7Ipq~uCU`^&SzD>f7lnJs
z$s>a4hXJyqu8bjGz%+>5=}9U6W9`9D@5t8x78$SJ#JTz|!t8RRT2}1Mp-Q(leDRlr
z6SZXQ%5V^}$k;+<$mcPtOgf72A|csN<g`Gxq{&;UPS0FaW8Fs$z4{6d!L^QTLP0mL
zk0Euv*?F)wsXYs~Ez~<5G%O_LaH=ypi+(XkX3H`9kZPMtG1a0TbzPk%sN@39O)LZH
zwCS%`@^Uyk=(Mgz8b`pu*^pg}9_G@mB`aU_FmOZafGBnx%pM>Ko#SeJkwX-%v0ftS
zRAA7F5Q36<Lg946q0o5Fvj|p7#d(mlc8djNQVj{t+0%IglMeiARkfj!@2g6ZP`uwR
z7Vj-Hsey37ciAbX&TGaDG{;~HnG{%n#e0*wZTd`dp4bYK5=eS+N=iYi07M**q%YR&
z^W+MN2h(~gVg9`?(&fzQZ}S9bo)xBttkIS`te&hA*4MbC?c-43I`37?jKCO{3wJYT
z@l)^>6i0kk)m>9<^Y~7(hKd=G8&8@8e#*ZbAtlj%Ws0Mg$8kF>^oqi-ta2evi3t_^
z1Zm=gaGk;y3Yb(<?+oZk-6LzTAK@RA$`svz@sgOb48Q#ZioW#Y%%CIsm|K`AkR74M
zsd(dGTyI+Bf?Gbx&L(A<)x4}YYC;!Tp0##!?>@9zB|a7;ps=1*ddWFS1pW)yx?~aG
zsVOiU#n)LK=(bkS_Nc8w)JqHVh@{Ba0DmPKK_d&J5mW$l<Ed69;Y>C$i|};0ybBbk
z8kqFywBX_x43_0?Wo?c(NR`@w#$gEZwcRkPbf7*_BMMwCdd#ubfJ9PKvD)3*e7(7l
zJ4;Wq8l#>b)YFg^P%I&oR?ZV|#JU<q1HETZs9=@nE;pJK@T}0vxtTp>I5G~i6BdFM
zmg$8>))uF!RQzlwwUOL%QW>{&MqZz~PHUw-+wj+9hZrR>_T<>hPFpxidnJ{ROA;8(
zVxI%l_6hixu{(H<DW!CLa<RIH3@kKb;S|%X*%f4=xWx8|apLn+Dyu{<K~Qrgqh``h
zVPJ=pMYVGYo4T~CfL{_4C3}=*=7#<Q&X47<4}0k!J{9}-c?56_1#_rkLN@MR6wQfM
zjIU+ktW`y`5Qj92u!vAIxC?TN7s_+$IjZ)YTfR@!BD&JYrOZJJ=ItD$j&#BkR}mGH
zM1eS{8Y%eEsm;xfwmTP%Sopg0!YR9FUhd@{_95M&sE{VeOYDGMc_|Fct|rhl2^>`r
zTKtjBBEeP{(9WJhjJmzNGl(Pcgyx-{xv&KB`qhOTwK3sb!`TF>@Uc{{WAd27{o-|H
zpUuuWjl~(Xo%j6=q2^v_{gDn&Y&??+X+5*(l5<81VmD-Hl^QA1&n%r5N%gg)nF}%|
z(juj?86}KxbqZ(9tU4T=*YNYPV0t%!al$zj^S@dP_d~JE>;b)eH+81l_}=tD{jodj
zr>$0?%^X=im?5Mz2-vI*0yvFpb8Qb{R32?9hf@hG<%CRbKjDYO6A*QHJh<cAmMv(=
zx%G_kT4lqqOda&lNlt0#?j#VF+NV<i@{r`5co0T383E^PgjPTy^hKfvBQPlL8f?iq
zsw~)BU?I@gDc(qb&Mv`vEg(r)oaNft6NBRP(=yrW>1<U>V#UVb9O<*_WhZogmvl-l
ztW5VIJ)(E}8K~~0UzVik3){n{a_rg6@6bjp2``j%h~oLB#ca~W<I$#Jk~2n~N8Vxw
z32xD6XOQyL2lHF9>?}@vOm-#e6InfNA}4$MeKv$hl9y<FYcur<*tWdPxx(rsVK#_U
z->5xXVeDu-1<tL{GSaxn1R`8SeCD^~BwupV^^v{H{WU!8D7Uqo1Fv6&2|{QUWubk1
z7wRQ(4PiFiz|OA_^);%>P`%^%)78(I^^+Y(XFK9O32qax%RIIkhL6tT0TZiHkF4x?
zD+vNIbj|K8m(G*oXI}3hGKZnxIfPP28@0;aGe3|2h9|w<b&b9X?A{X7KS0x=*_Af(
z&gl7>71h!B@1fHRWDg&V>f`eFeC;?680MCz>B`FSTTQesY|mtZe+>)?RSVRz&5Dh<
zb=d^<ZsiUb#kUZdb$;Yy7>;Mw=>mT|H6-M~4RVtpy8IV;oEeX-C8TY@D*~H!QBC9G
zB?vZ!2c1dIJo87n1%Pqogw7I3G|U419s9^B@M}3?b2O=4#xz&FtI%iQQAjme5mtb{
zpy55x0Eh^RKP6kwlXBRH$+biA@jhD@z68{^VvIr*HH8KTSQ6AQ=AUP+VK$F>x%=cv
z35OKbG=>hTl7qsc^D0z)N=h<(N=mtvDxOR$yMdf{M4}m<)G_rSsh^e!9H`LFLic?&
z<ftL`2<IU^qLcFxnp#=Vu1wWRw2%RbQ=w<?Knj(vL8YZYidC^W=A7D=FiXRzB6~TH
zwtS-;Wt16UT6#4V<rk6WCB|0+2|C!!USF~}U0%(!dsCy^9wotnc{Ot`(i8o@GzT)`
zRNiz_h$V~74z|2g9UV&%O%~WF{sSk(=iz*Yl`RrCGjQZYvt{JtRi-hpsLgfLND!z;
zTFyboF*P{Y9J(aAOW{tEa%&B-FFpYBGH~&wPjAZ4BQZr}ME+8+6&!;`2zSHSL$bs&
zoSYP>pO@xWIaMrm48V9T3h$kS3X7&cqtJ-LFW19|1nE047(KVyc+zDyG-#T7mbG8!
zx0P6sdhHOX8gey>zd5uo7IO*iZ5oH{Fs4zUGtsFFu+T#orc#16*J|wBm0G(|`QPkU
zvZsQ$d^c+$*o&i*vjgQ!(tc_ym12P?xjdz?p*xkD%t#M+>bwHyzDdN)mM++vZ5_Ok
zkPwH{Pi>1Q{{labambABosXF@1@B7Y+09VM%(w7TN(d4r6mdZ>7trT<SaGbw(MCw~
zLwFy}73uooOh93ZDl^JCqV?`n?Dsxx;i+uXnbX~K02C@Q#_+_(k(MvW=R~xQo*zw|
z$T}09L=3LIP)<qRmwtG@RGvZ;E&!eWC?TAeVoXkR)1mXnoN1!jYhoqI*U?m=8DkgZ
zK1aCThea9}n1DJd-X7XN%(nf0F@{d28q+=t)cF!?6hA762vFaXl;YZtCRB*SmP9^<
zceZ$Ts-4^ef?h-o%M=?N*hfiIrcTu!^`v!RtT~w+<M8wQJy};7gzavQAUa{H70SOq
z%e*t^%p8P~l4gjj_g;D>^Q=1+v#l^7hT|$=T;gL)GA{gRRRJScrYCk;UIzw_$5w}7
zIH5mBl5o0wliB4IC{XkZQUNoLn7d8GZfs<AL`+Ep&Mm<eQl@Q(MABnv8A-AIZR$&@
z85${T`6}lM&Xr{jIlc>W>kzgo%&qGgwu<YVnGQ7VMo$z6>Ugi$Kqml~_0Pe<Xd+v(
zZlf6S5|$S{`V;s+;(1VNoy3VdGq}b86de^2&E&dzcW8V=IBGKI#RJL-o1O=BHC?Kr
ziE#>10GmD|-y!~W)a0L+0Y-8myJ>f&d~%w#;j^|%g?*7{wWwDd%Hr6(D@*5KD-=qq
zB!IX?pS);fr(W;*q%k#C9e8IlOE4j^!^}R)8=->_(%t~k3{QRn!sL)@Y2dV3OA*J<
zR>?bYwZSWZOmx}0mC1Q06^EB#!hi&NpO6^p#THA<pv~y=HL=QI_6Q8(Zv~<-JD#jl
znmZn`HqqQeyM5uUEpYy1@fG3VW+-2HL8=AM5t?w~ztNa5RSCp1REIGj5l8U1ApR-i
z>VBZNRD&=)@R8p611RQGMY0c?y<{~h(h;fnyk(|5UxOQ1t=**X%1|SL((G7Iy$Mo|
z+y$FrSEYz_*~}^o8sSs@SB?#LTjG14>MnE(pSp$k<Aw)9l+yCXael|Hj%?*8F~x%%
zXerB@>~+uCwdH+Mp4HE;tqE~!iSE9czdhaZ-wMwPG0ObfrJu|t#dr?{l;{`8-5*(V
z9~F9!><p@xMyG4SkBHSt(|~lR_JngQ+n!Gdz**7;f+YA7CwqY&7bK^TK<{GbOlVqx
zIpvjb&cpKDMB*Xjjf%skG9*$_)1k<un9vv<CZr~_#O>yb869P5(63ll`F2p?vfEIh
zd=uD9lap?sd#F<kCT~$Nu(jlj_+oI@MF&KOES_XPqdwU|oQ{K<^m#$XP~pLjq_PN0
z&A+#p=a8_Tf~#P+RT#ob5E(O$Sg}Hk!1^9}+2c9P%!h^q$%M=G6=5_1=pR?ApoeZY
zXU~M)hk<vTU(2rru}83vKCGO|hF4D)bCy^Y{06Me^<8BPxwDC)q3DIr$QIxhqeyU3
z+Ga4ilq2A!BzA~}W&NV~!0C-VB7t~Sq;#&sOv~)azAjY7G<ULIC-MotQFc(KPjbo^
zJ&2{sfEBi6Y%hW1I2hJ!RCG*vt!lNKilU(vRTSpta3)-_P-CWIu4l>bG7ZVslsOj;
zEnU+!7MZ{%r1unU<^w&Sjm-3<QqPYdOOeA02(@(a;zW;Ab9e1BsEE;*q)I_iae>g7
zoA822dCs*Mg$7#q%1uSv?19B<o4qx66iV35f-nIBX5^4oGRWHqa`VG6-~&XLFh|N&
zi1jrbjaspV6z?2*u;lz46SyTioL%DE0+rDwp0r%T`>)+59yOkBkxjFiEm`mJ*PwxQ
zov*=crHmMT9R$h(0wiz?px{@9WMr4-Wg02yq;F?P9T>93KY*tW&jPgT$PmW^JM<bn
zs3+&W!`!aXp9rl!`lz9@PmIQ?#H-m;xcLMF?sL^94T+C%&4-2RvQ){i2_?=2d!VHk
zGo{dZ;2mY?1Pq782hWsH$QCzJ8zJM#o*&sbc(7=injChKqk+uYc+*8{miOuaFD!=#
zJ*l+Vr6Ft1#Ua_@5<UJ+T{+81dh==@{~m)eQ1vv?N<KGjm`c?|BVFi_bEXo$GmQv5
zc9%H_*fl^J-Du6Ce-~U(8{RM?7$2+aL*zIKC1#=vm=UDUH#TuL2Flo2Z1@^oR8ktV
z{)EVmkfSdr1dG@*xdu+6d*0Y*TTNg5f`3zd)^*ci??(CcZ(Qy5lMIrlJ4E!1iSFZT
zER|7y%5!VGT|dk`nZhZ-yAwW1<c?O(M+~rHo<SH?;PNY=4>kq;6b`(&2C3J(v^#qM
ziyU^54WkUi>yIS6kN1rAt|n(55<T<5RoD4egsZtKYCw{S!~AV<GAiFjU|+@*;>l4p
z<jZ;f5xYOiw+PKjy^;iGCK}IS9cfZaX-O3EDrKk$;}q&hJ;ONprtF!bU4YY$`d5{o
zA+MfTp<(e&nv4RG9Ho^EQE>*fBic=GH#nB3!ee=%*kkNxwCsVt=CWEMe$QOUH?9I*
zS*1uKg);PXaKpf&PDo%ZnaxnlvE-ap5y;UQv<-`2R_zT3e=BhHWR-YCTF}=wE;N?*
zcK0P5=dQTHsbyYfN=f~SB*j2`4C;N#`W>#3j&ss8LoiqZeU$YCl>@HSO_ZWc8!x_%
z#JWM-rZnKMtBXI|Xg>!8YGg5OAq?)Ck*woew&3E8$`WF9w%>uY*O@ouCt%>%au!U0
z_MVi0=%ol6v{o(VwKiE%<2;;VsQ9ZRRg4NzLh>qTnUZBp)9EBpJV-RK3?XF)Iepuv
z!8XWRz~1}Gjf-ELDsh1zM6QHBf_l+8cAe$hitq^}eblb&Q&_P>c$YH(y;<C807tAW
z0GkWV_25?X%*+{Qg5#!u6q;wI^{(k7AfGJxgIhrdtIKc>8v@qlG|PnZ+wQjD>dDj!
z-q#c~l(INzZv5;Zzi=MtahAgs>xTYUutqKeaDFxakM3%?Toh#|npsZ|Ss=fjGVEbm
znTJ3!>G@@0N~I@@mhX|fH(M!O@Urku|7Bqw%ffkIV*!0z`2AufML#nwSt!HyGn<~P
zsPqhSrT9oo6jN1B#En~Ih8M;TB<n;3><AhEo6xwYwQ!K!=8i8|Nub>B@WJ3&EiSW?
zzofc=sAd7{D`O;U@|N}!#vGp}mswjo=S`opZK1W)n6AS$CcJEw0%k1mz;Rb%xZ$j)
z#F}%)Yva&aP_%`>Z>U}X({d3xm}Y6rXVc%BmGb!u^TUD9(QZA^W{RkvL6N!0KR6@D
zV&NM3O(Y`C36w54(2TCQ5m^cow4Wp5<E!+AfPd%sv?u2iY%6;8*E<TFj=rxn)$LcU
z2Cww=YFtv%P)Z(N?1&)VQ{sq_>^E#kv*@#ztcrUzNYWb%NN=BL*XR*upz99}vs*%w
zLeFTR*r1ViPk4tM`Gt!3jOlW#|D`EnyoabmDE<Zp26mK>I6!af(_`z}5x5@fxla9K
z;A~CQkD#r5#`_#Cg>->6Y3+!K8EIjXl@RJqLT;%tt+3)R({S8(g{=K@aiC!Ae@$Z_
zuwB`ehZ=#!P=L(I*a&%vj<((J#YTK%G?kNWx{1W=N@7{?jAV8xOY`#@v&h7j$FH)0
zOM&{7yLWb)GOza97=*gH>3vS%Xd11&p)<Y*O<d=iOSP3wgL(B45RMu{fqcq41l5}=
z2${4IY)fghD$zbz3c+~E_zy*av!<)oua^FP1a=u@GR1yR-KOs?*i`TAKzDJAL9bT_
z3EIyUd|po3^Mh6fncpT^tc9_o#u`WHw9cu`KowdNuTOOP{kRsqUxUv&Tt>hGFU$A}
zhASe$18d^PLbKt>jb$9l&k?AMz?-wO&}}X?#6RULoj3$qv!+|y2g`5~yl!>LQ^6jB
zoGI60DaZ){3YQ80VxLwpx7U1k4MmgDgA-Y@O@T}%Rz!AMT7R>q1Kj(A(T<W+7H7fg
zlPRrJos`*(V~L&mMei`Cx(PTV2`ILTcNlj<EmM1rR?dWHS1^Rfap6i$HzLP1hC<sJ
z`0xV33(FQ>Nq>6M;4*WLkYbo06su`}=<y3Ei08h6HBz@NQ{hAwP2!PgA@h)~f^B3b
zyQ44;mz#%_8&619K!yjw48<;q$n)r*o@sIMoS`J-C6PkQ(F6!nblh@o1)tmaROVUk
zPJXY-Z^UU4vt-w)Jw}`<X2t3;!e1hLYKVLTk*XOgXmc~B*7f-k6{Rnjy3V!7_-fAi
z2hQZu7m%-qWAa5N8{Q*}^#icF6N+cX^0>W^a!Ts)KRVqy&{)cxMr$ig@#g1;1-Pp+
zJqeqrPU$PN%;F`CQ>od(VnpLelvQc+xQ~zS$pgZ#j{mBFy7oMC11X8kPHkyrVF8ah
z;PrL*Yw!kIbp|<tj!9%os#HMkyBmkPWDA&_EL6@T%{g?^WqPE8v(l$q_4i{4$fz4-
zj}&n6>RdyX=WR8z$)KCNb6v%gC&SB{xZXp!MZ}-aokDpRlYh_1;Q9)@wsHctgx>pX
zj-$uoJzkh$fX8ATg^IT<N5u9vVO0YE_&8pw51*5j%bW*mY8;wvEO%?pX&)UQ7=k%g
zr2J}>bH3r6bXZzR1a5mNOhJSym7SY@RWM`px-KYEkXNMW^};$~?$PdIb%zwQI5?eR
zlQLQP<=`Et1)LH5!rT~szqEhPIkWS`!CYy+-Ds#Y$u-_4bwHSXTB*&%;X2<BE~0J9
z5Y{TZtzIGEMi&RRR~rdsV1b9pEdY>0Qe04pNc`$tN)mu4L@ePpd8z9JI(MWpCdZ5~
zdf6o_5OTbdjfy^17n>R=ls=<gYs=+*qH7g+SI-m}c`z2_KTaWr(sM_l337_k{a3A_
zk7$C4{;MQ<$C=N``=@+{g+Zg<c}9MQSCT6fV5Y|xMwnl5?oh@TZ~^&xhm3sl%BSRr
z_GeRJ@>s7U@6#q#wwMyoMF;**5$!ZS5~d^)k$0)RK}y%^$pPGLyuwockfGx`9O;CA
zq)cbM-a*vs44HW6N2&<DTTg`+P5~~WpEOSoTX%`Dtn})5m$*b@6Y`Z@IGIt*6d7S2
zVY-$*GFr@=Vlk4(Lw5xH0a*jRa0K;|*xpe)d6q$)ZW{?J2`O~6uG_TjaxqtlpO_J$
zop}b<82ip5=IR7x)nCPepWbI-;f$U@v1g&7sW@sWxLXtq<I+_i4Kj8@u|>U0Dcoq3
z>9q8InwheN?kbltPajpvY}a{i1oK-3kz!Cqx~T;)FZ6*Bpv<{o$#ju(;cWFT^r8`S
zm*nfi`~*>vj+|HRGe(NGmc&{Ip&DPb(x@$W+xCWJKgn02@#xyt<8m|VtR&`!+u6$$
zEjnRLGr^e;HL}&=hDReIq4-i3&t4Z8O6=vJ&JSiQu6-q@Rr>DgD2FJ-{=QpF3y<eF
zeqFl=VTtYmD71w^cE)V?9C|}po&QE6N$zjPO2C*iNk588JJ<>^$03hBABF~)lg)Na
z4p=gHN#w#q<D~kMUUEkCVr(%#19Jf$#cTqv+9Pptt$f0a(X=)yiz}uyFX55;L$W(h
zxuai=frYELBa~SR%vfCdFtn7zsLRr7=+K?m$-ldtx|6c>g`_&3Tu}J#pKA@X28TE+
zfK-&NEje6?+hi(9r>y8LNMMyK$iJv&>Icxp$TgRpfI}@giHvL#ib-TTlUm4lyM}`a
zBL$fpgFmd_ZX4Lhnk=;JS0wY5)%EnhxJ<~N4j8GwFFNJ|YsOD4rtX_WX@2RosDa2F
zqm&99de2qp;}|5d<>49#29)`fq%s=M6Ozd3z9eFE<-#8Gi<}x(#it8*nY2ZyYs|ao
z+yGBmT&r<6$lHjkb2nreEPeX(;<u<&=Yp;$=b90iXVozwah`3@d-b|I7~3w6CwbED
zh?owJSj4|o*v%5Auh+~HSR-GLBOd4nnNCaz-r5zZsJ2fT?}{CL0lUKEnK)&(V%NZ~
z93Qu>Y!)ACv$bRvK`|-F#oKM=)!EEzKr}{LERM_4aidIYCZ7z4Dth;LREZt{^1~11
zci%^d-J>_L(1*oB2mBm7P2KD^k&$$XsA!fKUP&d_Nrtqi8K6!A3Na<%T5gA>=9h%;
zx#hP7v#2V*Q=K4I2*&|o7d&Lz&Zybyq)Jk%R9TvnhQ5Zox!&34tqU9{??8%hOx`;6
z4G)d=hW!T0(k$?q;`p?0lu(gop=Ac_>+`V|^0au7=|0&S91tK?I_P3NPq1i{DUt`3
zAv!ry6wzTt_LZ#)+J#&cqe0)e!B2w(yNoV8-b&U1X(@O%sYB?>I&ASK0%G;1aq%l4
znpq>xV9)aRBJWHeWTyOseyAZ*Gs}xPhTkBi)P5<D<#Zk<aAS@#*g4Q#o?5QYg1|Cw
zh^~c$yys;vV^EYZ)vVO+z2y7SG}IBVQ}mB;gQ@WCiFmUyGd5<P-Eo1wMp(s}E1_db
zfW>~&KJbB`XP<?;petDf<5JL=vUWOE=K$-qF|+7BE^GwBIRze^eT|gR8YIgx6VJ#7
ztu$K8^w1u6#jergAN;=@NAKT15IRTXSx2wSlbFLkT@@ge;T*{X$a!F9Keawa2HDnf
z&(m}wzrF})Sw$sP)$V+nnW^E0kTNcnH?fRaWr`L>4aTYUB?Z@dn?{nlfxY)5Q7Jvd
z!?aMK79U6$iFB=EOMZ}!?0U!Q%L7KmP<{rTA?RZB?z<3+FeWJ~Ii~_CF$)bOUoft^
zEXToJt-UBhXt!H!!gb6rOz*6+SMB0@d(O3X%I?n-4-id$uTm0}eO^L&AxEq-uj<Jg
zcC)3Pyy;(Ra??XFBWn6i90|FT)kX50VRvjvkr#DlWxhtTl|`$GbNC=;5Xu<mr$?zM
zzjp|e9LA7LaF+NFwEN^<A*MwoK$DGm)Y2@?nqQAs<nrU>xl`N#aMIKwx{oz@t5v-`
zYWycE9g1yS%@!-BEoDPPzB?}TUr_^ncGHAvs>=bC!vY_)LPGK$X?ks5U+%S%Vx=WY
z>hn(&ic}wxv8)hXj=>{M;Ov~IsNnL;^c2=l7Z;uMN_xl$fmYYfg2NJl8M+aPNI)r&
z!y2qmv~`*0$h$ZJeA|WIB)0d+imzz(J0Qj!Y+w`H(TRo*{%WLBL_F@q3jM!TMv&Gf
zW%9f0i>hQg`_VIaEab+T2MYzxMXXesO9!bIhA^JvE?F^AcK_1vQq5xa^m`f(v^)l-
zRQa*lI&|M=*P7#qrvnF<OSuZgAi2lcgCjXVu4S^>3O)45%z`Mny^iOOxBdhDtW14|
znQ|)z7k-+eiB1)K8=|99n~ANhwD%=}Rg?_jN9j;iN1!#}yz{(BLrlI!<uSbiJAn$6
zV-Q(7sVQB(Jq&ACJV-PNcLCC^-3d#4e2Gb&4JVKdlw33dJXD`)9<1OxYqJY=sN(dV
zHGDMlt!n<2+|1G<rn~CSfNY;Ev@UL-Mya)elJ}Hlf^{Mj$$P{p<*E0mHMYaDlydjO
zT!7w8(&d%TK2h8J3Jq|>jwCVzJ>g(kq$X$*tT)%RO^{&%C96T>Iwu<oeWWsM{nPkZ
zt4<?GYWI<Yh;WOXj_fqcUS;G!ulV=_C)1P=N+7AdTC)O*wM+ChB`=wsrBF!?+E`eF
z7T`x8VmZ=a+|RR!9f^PvwpJ`w#ckv>l99C~!vzOgvX+=j<Sn#-tra96IOlD}E430Y
zC?lg^;wN7$!kV&oZ<KNiE*(e*eh(^O``JtS*qMqvVp&OhiL*ER*P$(WFv|F_a*_`0
zxDNV3QuCasY`U`ye{gp`k$7YR6yz*MuvgNdE=eX@uii1fMc+=t9K=LR-`^=ux8SA{
z;5jbeV%+p==Z%>{p%Q}j$n8fbXCxg+!4i={sD(I{ZK{LRVPaW%g?sgSa$mYcG12*J
z^tcFXf`U@+IS|L3SLxo!IHwnaCElCVyW{Ij5M>oydkV(sA+|%&!(f;^#fy{EHC7Ib
znUBn!kOV%{DI)U{MuNQ**$TqcDuaPE7?s=#{A{gfYS|NvVU=O1$SY{Ns__i2<n>M=
znW<8wqGtYXFVPnEBJfq*w}BQx9Zx8#M_I_dO@87SAV)I!jd_$y3*}yk8|&@Klgo~H
ztwpA%y0bVf+#2<Lw|4Fk$yQJZbx2>^rdQK4(?r7DoABoluIns`)8P|*>qT8$LdVw8
z3Ie4muLO$=xP(}|<axEiGm1BrW}~CA#5x+BVu?A+EM^!U|91%#+R(~Vt|n*7@^2td
zvqF8}3dwP!%#-4`FE3MeHJc;K5C>gY`}|FKC~dyEfL41TDd=1JZ!|)ROI9x=hDNj+
zT0}C{3UNYYtHW|ALVWOjEj@JV9W1(l?r{-;znx5g@Ktb@yVS^Fp)ucGY<1Ki@(+{c
z3t|s08BkoY!}}VCCb36^c3Fj|)p^EylCDkj&ZOa5QH3mm8g4*~Iz^+R@27J5vjPNm
zIOdc79pYu)O4G<fQpfy-IvJMa6(jSPN~(Oz6LG<$VIQ%tn^#N4vgGhaeHf)KPnfx+
znLOBjt^>FDcRUo|409KvXJxj#(r(PLfu+$z!<n+=zJm8`k=$3nb%?{@-ILH=;p0`{
z4&tb$Ck&&^CHY1|z~q}h@+ah6Div*7Llvqfi~F<nSs`EpQQn!Its7~;M~f`r*#j04
zwkxo(H-)-Xp{<Uv9lQr1qK;x*&u`4}#5AH8pHzeyY4222<(%dGfPv&<6Tl7^@CyBF
z{RF>68!1_DiC{=9o^Q7@d>(01<M1BT(U-*-R4VQ#7M_O_PJ5PEw^u(Y7YRvmNH44W
z={`#D=k5^}-pd(9MI98#>*g9@;dHq!kt~yg(2d1El10F>rbB`66(|-TTu$i0x0e;p
z<*(d0oaf$!bSU6&S@8F4$(sc>_f8R^wx|_l0nkk4uyc;*J@fP6<mdteE7X#Yl14{?
zGE4=Ip5o3ArQ;aIm4mz{G=YS-Xl|g>nXND7&DmnyloO71Q{M{l9+3*&8U7~6>cMlq
zE<q+FCSw|7RyN?yBD%WLaAPR0fN113hOLx)s~I<43A@W%S6pDC5I~?-^x<@3Ru$?I
zw5eWJmxrXuTQ8YFE=UO15q1^(#l~|rn;Y3p#c>`WZ&Cd#5>lc0uCWf2di<Zs(V(-|
z&hb?l!5Y`wVb<%%<13>Dr)C~Y5@7x3YG?y8b7^_W^td;NL7CsNOrOWSIei|#J_0Ft
zp-x6^RkWK5X^H_|Q45w_8eV|~1_q8F2fmF#-?w2reZj9a_c=mkxZd$iR_1!Nq*Uz3
z?xo<`NP}M%#u=P=a|vlAi+H=E=oP=5TMIv5Edh$(B<8<Vjx6c&B|1;0nfj)nOX(M{
zR^nyl%=2N+#{xM^t~+1S`sbJB@{o@0(n#`p7;DypHOOW6w2gm}3tos9#~1pE3d9xh
zMB-4`VV2A1ln?1!2sWPeL}MKWvj?%WwD9P~OXUo*qfh7zIlk$&pDN*-@E8<6lxVh2
zVf}jiP+~8UoNd6v9hW`HM>V~&ynt{Ul`&HxXfB~5HE4BicsSKaOHVy04)L<GjMl%f
z8XB>UyjnD|EW!MO@enS6u{|nR95sj|MF7u1!;zL#1Xwpt9jJH{&6iQ+(aDpHGhGb9
zvB=f(6`xl76zsj5F;I&l*re6|x-qOz3)sb4z&WY~&?{#Pcoc57wYObg-q)P1FTl9x
z=LY4KGc<--n8j_bJqpcR+l>9qfLCqh$GD`-aBZ}dF%mOt<Vy6q^L)e9*J5T&g37mh
zP(vBa>5(#6H|0lwOZHiNQ@lyY0AFF(q=!&h&yyA`;x(E_W*vdaBNbR!yzkJ&w^BkL
zlBy&c>?=lcX1$twoZsy3qkiS^hm#y6g`NprU$^&|N^Iq#-vdt5nr2KC2r)5zrSc|a
zU5CuWaHwE1lZZhSQH!)xgF}j8r!}9mc|Dw|PD~@YL5y+P>Lk+58f}y=r;_JI;6|_0
z!t`Op(*_{@XaD0@iB6IQcioRdCvQVT-maY^5WV3VSpAFRURlGtBxf$Tr!arWwY*$I
z2GNLR&3PD9jM60yQ8VXMKg|}LA8ur6WwC*R_S!-dNhqE1x$5SNR+{vlPJOqg1bJ9J
z!bK{ita+4NbVem)3@@#-Z;HE0bFO>l_Axhrv!%dT%=ZGyo*|!2Urv5MKghCxFoApb
z7RaA73H(MtNG(Q+-`=GL`fIGrBh?r3%F9&3OYr`)$5>SowE&NiF_?v%IewsuH05%&
za~)5yxqMs4?L+?w78|QqWE!(FMQRRIUf;i6!wUkn>hA3|75mwh3G>Z4D%{RjWpcyJ
zKqHOj-hE!c#uI>vdqTBDcsbOx755F%knGyZxL--svO9m`(b`&u8&co6SvwF}`38$s
zr&xCCQ&a*MpzVf=K7VLJ$0e!w?HGL{t}@a^l$l;4_9_kK#<EIJd{YG}{4%TP<5#RO
z4ZApjbo65bb5c6`fwE>>E8SpY;*|3!4z4{(<mYEh#_6#;?->(K+$V1+XYLc;0-s^c
zK`l6>&zOv7&zNk-F#j2o-mL*=q2YL;HIHEifft}!X6L#fqPs)a@ldD(PHP>%4u8m8
zLq6$IMHEoN(gUY4y!l)y;cX%aQm&Sl6%agevrvk9Udc7cQI~zb-TaNA3qqC=d9X>{
zB5cUq6;Z}d;27JrSZZhb(F1Hv+|79_bKTBN!xx`$Ie~XS$ddInNQsa*B;}?2jUNyP
z<+vn?gJ1RGPRvsvj`)oq@PI5nTOV5EGszaliLS^whg`5gZZdCeo82`;93EP7qkXVp
zeWg3}LNfPR)+(T*#I;xVHWv<4Sef?JR@aQ{sqK@Fm=SipIgXx@XfdTHNgyWvA+L>2
zB&C6Pkd*uRfyzzW;Z=h5-bIgri5C9X;Vj!I)qb`Ar&HEVAI{WtT`lss;yg1wt?G4l
zDB5J^BiTi8g2OC>btbnSy4{Jpq*}b&twAE=mE-f<l<rNeGmAq)uCYQ+i4tK`T_#KL
zxO^^1Kty>TMiq0C(?R6%Ci3}Gl_zlrUV8^Vv<XQdt@sI~kW@L;^lb)>pWB|ovasIu
zqgHL(j|13^VV3UHHL!XuWT$3i;&bw?{9Xsc#;t_%Swa?RHKHYn&#;&z)wPmGP;;2b
zay+MGaXrBRd=;HmZC`z9&b``oM1?huZVH@!sl%x=6e5D#w^tNV^5@b~#Gc-8iX!e{
z|KXWNGoe&3Fg-~Wkb)7)byL40N#Y%DR%>Cx#HnD#cbG=zxSp^`yy*u#b2?#a=_f)B
zqhIryRb4-+-<bjK+x6Y>%}2?lQ+nb@OHu|Q*>%QuE%YjMDT+}g|6C6qZ?9goQePnZ
z#U!bTUUPD;%j~7hCgXoG<>r~J;g~6O@oytdh=!APW++*Vk-C>8V#o5{MJM}upCD5+
z#4yHbWzjjYq@8SAUCDzHrzb)BKf##T*4zHKcP(!iRkDO6>u`sw>b-b(ks!Uu&hVV>
zed4314QMkz@V**l`}A8@wmTb(1c1V_vce}Gta`?(UOMR1k$-D8zgKx!L@Zs{Es_ET
zqm)y?%uSgwp*6Yu%F>BJQ-ZQaxV>ZwRXsHjO+^oytjI>>O%~M2F@hpJ!POFGTp*RW
z3-YjL+%B<1P^@s`zQZWElcb)|2MUMWM5>I{g7D2#7r0#DAdF_e#r!VgSH-*%SdFeA
z`x>(c5Jp_$QZ2eY$BoE$B|37?-tI6oKqB;ZOil8jy~ihr7AT<-`4H*uAS5os>}hDs
z`V@hnQ--p#y2zNK^z-F<6K|}L_Y`~`GX~CU1ST+qTGwz*7;%4!Y(mM;&~G2A(lj?7
z5BY+14po+$joHS<%}yiJ)N05mv{#$R2?p=inHKrQS5rYa{&-2i1%J14G8`k)sgYU$
z^TmXyuc+V)Y0okFvX5Bt-a4a0$TZ_pEG#z9im6_R&8=>|3EjaljKokofK_vC%OwqL
ziXnN5t5^Fxgl=YLYqOmd?t4erry5YI-CbpLsc~^&OR`InZV6>_hy%6eq2I&OOm?Xw
z-6Q9UEmlMV4&_HEO@|4#8<$x-LmmfB^#mIEETBk<dWwZ8`&Z65L@gb5wAzd45F^R{
z=YXi{d#!^Qc~^skqM}uszE<*7A5Z12wP>nbh_<q+yRY54cyeW_+gxl|!Fax>{t@LR
z!J~|hUu7AJj<b54xfmyf?XB~n7ujE=`BDL%J@bP4B94?w``IE~5Vuamp`q3wqm}97
zs3n22@3GZ#>D#U-XoQNSh{+d}@P%78`k2a!k}2jAlU{!!j8vwav?6aVdw1m8O!>)d
zL+3GBr)`#*3|K{po)I1Z99&`alPn*S7zK~@tgCx2<gC<n2=;l{9<!u=>O7<s$Wg;E
zrzhrZ44=cAJymq*jER#ocps^uo&20aQov&*Vl#|tzXd!3Tx%_nh5?bd1QUZDjm|X$
zpD>x&++_wR+E<LQfRf1%sm>hV7pbp(VG{|?o!y^zAjZ61I+q<^%J-&mw@g8GWKjt_
zD()oJz|;C!o@L+f`TU;ft)tBQy$)|g>q3`~D^spRAC(6IOV2{c)RC6burMiTsN2Hx
z4b<UQb)KN%TK+uj=%6W5U?tyeZD_dN5PN8mo}{I8Q<;B~7hT#Mxdaa_r8;suf`Rs<
z>Pj$$UYw$6a4GYEkFxN^sh&Q{_{AwYE#mU4qAkt{bd+7dCkfZGD!)nCgSlYV8j!?c
zSVHcL%@U=C8FC8l4j&9k`MF|@|5BL5gl*Ck+{06=5;^B!q>5A|dUaj?zr7|JYuQ5-
z-FHW2RGiUV-gdOno{u%HW|VkTaY0$a(%P@s$@R!hSZKr>?K!qpgd3|yxl{n22#X#1
zM<M`kp4Fn4hd3us-=2VEkMG%Ksv}#wlM17!m5Bm50?M)e8-#rpNOH)p{<<S%q*K?-
zz`vbp&DD>QobL$gbQPRfuC;)gpRx;Bs@C+acVw-gX-dIq5>^uan3CZ+ZF~G83kL4S
zB&CjOqZQwg1fL>8&?Fj#`*>&QSVCNU0-lKFf_FyIAPTcf6u{5zOZFZi$(z%V{fr-6
zMi`iq_4Ooc$O(D_*+eQDZ>jgJmrY&D@9gA?Ct1COBDazASj*uDT|EsIioYpGQo8U=
zx@iMJw(@2<_Z`t^*l%7|bH(e4YddB(;sqW;f-q)^weC?CAUjFC7dv_}McP3_Ex&IY
z>rc+#W%%3o3uQQ*^)`H!x6jFE5h7d<x-0D{WvJaR(xyG&V5_XgxPtDI21Gr+<QNM)
zn&=>yPim03J*Y?j#s<im@*GIqiDj|5#uf|u71nFZXbe$1*lc$ZEzI{QT<4m=i<o=L
zXI(X2X@)yL$C*rESEatPalX}-#u#X@NF`s=n%%j6p~ynNf$vvH2nbYSj2AMl*es_T
zFEPud7LHpn!y;%MuI+0qpc;%wxwHh%#8ID?i7_9hiaydia=r$7vcT;2;F}q{O4yQK
zl?EfflS`^MS5S6J4bmyiw7P%7qzzV?liV?L^uFeDm6jLy{bm_Dc3?MNYDc4KtBEYR
z&D?hVIv_kf!(rtk(EhZT_m>NL=V~&Qkv;B|)C*EUTDgT9f=<1o^$zv8V(&FYJ~E3-
z`jog3PA|U(p)ku~`JL-;GSyw^7O91(d5&T;Q8b4i$%O9%9m#?0MCpht;7f?S5SBzK
zD8)9nJ%gZ@USCdnWOujd`SHBB5F09d6^UG?{<BEZBe?iVd$I7$Vp*pH5yXw98As5d
znS4E`uER?Rv>}R-Y6Sey!n>KOPuiTt-ukW@K@J>uhJuQgtmda%Ek3ML{P(!mYKS;f
zmT13>Aik>1ovfvy$Sx}FvFe$;orTC@`Z$BAm$An(v5|4hgcTk+bdRd!ApI!v{_7PK
zOSUY5-*Xf=@ktE>`}Gg7QmMEJs}pQ$<A|{7q;CkOiJ<`2-G5Iddqk0y(#lvuODa5t
z(u;y>>?eK-zY55w4@YF+_79x2g*v&ga*v2owpiK}o6|A}wF-BjN0np&xQv`wUlxon
zI|s8C3T-qx-2yisyDmvhhIb6F_<Cg@g>Er3IL?M+Obz&nsTLo85!PfZHoKiPC1(t8
zRmlb%f&m6M7vY&JVSFCK3%6eTTU-U}2TFQgzi!1|QxiWk{<|PzjY~wDGMR_5G?Wj8
zsu31XjRal4|9ssSld*@QaWPFEB|zP5oh~*ONg32-)P^<;Z5Y+t?I9f`?GK`iO<?{F
zcks>UUsKRY)!$qKnx|39<7POt*?sN&dWtw_8Ld>0NZ&x5>ya^!J$!VjM<|eUx_~GB
zUFjI`t9Sm4mXg6%D0~BE5P@EGYm={Pk^I~n6)-_bW7LU;(TJG+9G*Y5$2W_$z|41P
z$r@3XN@?kU=On`>qr!oMouz{2*4`n)w}!1i%V6a5vMURy)u~sj<2Kav(|hrWQ<^C9
z&#WhAwO$HRU>8&dk?vs^P<;4c-iddb{G-B%Wa1JXhGLShZ@KDW5UM2?M?RVq%i;V#
z3T~VK(mQsCyZD>aWc_cBHZvQ@4>&_e_93FFRd@qWBoIzvvwbQM1&$`p(GZV@rD(v)
zIa+dw-Uidk8tZ$S=e)oW!dE`fN<JIh4%}a5e+OsYM(?W7TOq?b&`Js7S;#6BJ&+P&
z29s97;dJYCy1JfB2}gD4rieu|qVw#2MkYX=8UT>mlRrzN=mLUg@mxiKcnYm(v-E)F
z!<p&k3C;fXI_m%@cR0LfrJc0{aOdUPrzFh5^_uCcp<qReX`Em70B=t1@ab0@(b8M9
zNHm@Gz1ulqVCd?dV{hf7pKBA1P3&tqXJjwt@@NxnR1&C`?s>z}7cWa9l6#qA;pr%*
zecQHWW%8)bj&^Htid8<K7g3tWwk;JOp8Mtm{^nF^#(SQnPz7I2kz(GAUR^XGPS{UI
zKuauhoQsQMLQOvl9bUNkH23%_GU%yeG6@>_WnNn>Hjb%HkO=>EdUK>g7Pn)~`Beo<
zTZR1S5tY38nfBy42(Srv;l+G}Mdj!xPPF%TuOE*&GI@o|z2!y1FxNT`jYrw%U*;@F
z4%_IO8*ZYH44PfRQ;Liix~O6{5u8uLPvbj>CD(>i1%gIV72;f5+k4SFW~n=k=bW~|
z;?|rcgmu$7^Csa4)nn&O(N7$*lFL-W8mr4P*WPr%c)veM{{73~R1$p1WWLY7H%dEO
z=UGd7?^Z8NB{L&v$}ox0)C3Y=%?*4+zvN#y)pU|Ky+<7ZT&$#+QwKT8u3AsR$oNq<
zE2u#}&{Y&gHK2}`Vj7z;{hlT%P*jy6r<r=R%(r)X5qHeUqAGO9%gcPZ@f<<(xC)~Q
znJw!I8%fWrVrOl<hRj7P;&K&SA0fBExD1~Y29d@x)MSFETj2F)mY-gLflVhZT8kUb
za|N50r1A%*ST(M6y3i2I;}|63W~tUhyza&KUBovt*WeM6*Jq646~78<(9-2XcyLpc
zgWM^WY9g@?<VuNFU;hYvz#;YPJ+jAqEC?;J=t+GEjFrU5may|w1=(+0Ao{bK{AS$c
z)elelS-wTV<&o-3GN2OY8jBou(a^|nHI(YV6B@mZ$KA8ae7m^v$k~L<yrOIMv`fnG
zDiW$L-hms3-3<G{*=fj)!1m2)nh%wh8Vd<^k;>vCg|V2Lu-Dkl6b5IC0{8jrc2WB|
z4NZvRkhReoxp-gQ!q<XTc^5@x5MJY%Mw_0ZWebt0Oa>=XmPl73D~FS&3PO4m>gVDZ
z;XfRjwyGHHKB-p(x0p~EbIR`jZ~7$rnop6c>ub_*Tr@kiB_v+dmRqR3L?#QI@G~M$
zaeRZdZLU2=k5iLZ`2wXHJS<a7`twA2=qg>}hP6warc@N;3V1nN#QryB$r0zHD%7<U
zs+z(~<eVofo3r4POtHXc5U=P6t8p2ys5kH6T)kT-v6aiX0atJ|3hf$Sa;9FGS=Zwt
zX@9ib%v0nyobh-~|6VVVD3Z9qH<&R!d#Y`FYh{L7uJ4Agd33sU0JYHg-{$RLCV;1K
zr7nl-lwDu0$k3)(FZer3k6j{~AWf=xRHR^Srqe-z2OcTm?+k5rK~R0I3ms@sCo)rC
zs4vYnW(wklSoq{rE$1F9XF{<;n0tMI6F>TRS#k9!$u3TxVQixIH~FW=K`z|Gz{l)L
z<vgmAIIFdQHoWj%(Capqf^NzH2wntVfe#G`3Rx8TJyNCHeNdJ?CGR0;<VuvqXK3dc
z#9_%lwWdy0q1Y<=S4MKIY@@I;z|Y~r<|cZsUJ?jX;Z&npraf*o|5OH&$zWB53L@}b
zb-zjcCeUx>`3rQ3l3sWuabcjWQ;YV}-i4s6hh`hg)I3eu<Wv{!`3rNi{KTw1M5x9T
zbNY6%)#9f`(WYSJ)8pKD^g-GmxNrj*IlE>^*B{#01}V1|YxUV#luXwwrLNYk@1>ME
z|JUaIOydmIJ0p7)@qw+9WlP^bQo_!3bJegAB$(uW*CTsdEs1UkI{R*7ckEjE8FIyH
z?}7=J4z()Zqw`eyGJ>%-*`Ns$aF2u<!BwP0b$=gg%g1T^(<Z{QmFW3)!j?|6j~CpH
zq4g;@!|0SOT_n(uUkxuZkyREj!Vwnh`J9djsn)=S{=ak<WwwSWZ`R`1SKfrjZCq?F
zQMRiPZbmr1ka5xCwQ6jAq&Olcwo}Zeh?fp)7YR+tQ3C^lin2=~^x)B;E`kZUpY4jx
zLDf0?PSEtD*<dc<jN@MOqmaJYk3-v~m!Z8lN`jV?{LJZm^ieC`@%)RvlXw&7DI)<;
z!|ZthRb))BUTSUhrB)(52O?5_GCid{F(5L*uMW&;uhAd(NknuKX&AE{5W!VaRu!|Y
z+I)Qhy=J-y0SIoEhI9D)rudX(Y;&~(K9lw~am52&aUi$7w{0BPjBK|hY67z0#8^?B
z!aF$Ruc&&TWjMM1OOqyS!)`BSX`)afy)x2#P1z>xTU*WPR7aH3#j=t>5%XH}Um%Tc
zZfm<;N8H}CEMl&+Ci;YCmh07yJ4|{U0MB@%)vmLN<>4i~MC>Rk3#p<0WVk4#*0Zvk
z9$rB{9YSh;a6I97LF+SqUqmU~_W~5S_{6~%SpQSq#b#O3o-<Yn^K;g$)fiMOqjODq
zlAr<8i^)<lF!25?-J&oiz3rh<*BB?=8Aru%;OunG-^-c|jU9xp4iOEfRbZ6vp6UP%
z{5wqW74$KMaft?Bv-=K!y);pPb>^<|GqxdRlKR;vle3FhC=8~Oq-_{)J~bxzNt(iO
z0m;lTFSXA4IhpgM$Owig<On6d4GNA|sbRfBZ<#}Zq*NiZ0)G-`aZOc7RxP!Ig-_f$
z&mFk2U~Ipp2Q+w)C6$QF3N0X8eEO`wI#pSdc3aR5kn*A$LZQ(^Dtb;$5R~*{GP;TU
zgWHPaxm~+F0M91t-w@7EXTEHcsQRvus%q=B8!MIYtr8ba%9N!eDi}Oln%GRg%-Pqo
zL2|yA1c?tM$a@8pxkG)Gx^+;Y#hRjuXv8ti+<FJ0CsvPJbrvf+l{fab+IZj)iVSm5
z_b1JJn?}>iO%7<|iF-P~V5D!9Cf!Cl0R={gP;<}EVx2Io=9*x6;MnEM%dvJ$NdLdo
zP$yCqstMEQB$Z0@dObFc_aFH9h8&7zzPuW0Ol#<j*l85-v&p<i&pqIb6Unm5lstm`
z=TcQWc(SCJUg0B)lBG+>f_pI26@C_RTsgLERe9Ps<q(o1vjaqTlOxZEbT*@>pS(sY
zX(K#Nj65s`*qPl|1)hu@jXFJ2-x-FL;qpupiOV6n6$vQwl<-I010=!RDc^TrN8o<w
zxi*~FLXNVKCHLXeFd<SNHy3dVzbr%|rBd`}JeJWv7H0I*&E}QRkk3K5aW)B`rgui0
z=$SRmKxfx{C#OyGPfY1{UB|^K#RcfjsBD;{FfKzU>nNuN#whFgZGq?dlHi;=QGI8L
z{O|~ce!$W2Brx6@?@=~HC(OYKW4q==jNSY}8t?*+GuM@&P+G+&k|*M*HH>ikVy@B0
zghpm;CMVSx?7UyuN=|=1P>pD@&4cY0b;1*qXLTj_V(Ad)@mrxpF@ZR}CE~N#Qs6!b
zJub#6Ss@e;0MkHWE-qIiII9Z#b>avIKnCdM+Bp5W**#1r0!|~Xa$WuaIWt*QC96l&
zhmfRl3i(?uzBBe+`e8}#!zyfz-fWB|6HW>?+5&p)Wk!(Ijd>?>WT`im!$#SD$%FLM
z(pHJpi2`O9<}JV;HEZx8CvMm{k^?A|FNS^DuSiIl>A;8>1PAQ)L)ENAam;IGFmv($
zdunDe)x_MzW8iKRrI~E9nc?#&-Z-vZtiz3t@!vR6!3Ll<4mKPT>GS%EDry<^9a&t<
z+&qB`T*EUUd$Td6CB)D;bzJmYLimi~$S#c=ZIiA`4p7o0vbDw?CO`!GmJ_71FrxHY
zIH`|2ezQK~3QfIMMttDnr%7B#kP*b%M-kD<0%A$(X~(P(WZI@@Q)flfrQTd8=Dczj
zg2hIADy`4^8aa~F?i3R0()zhJ3nK)N-U2YpS>X1t*Eof1Gb};SmY*rp<}#YsceW<>
z9X(tjmdWp&*JfHPD5)d!C_@+VU=os4k@G;(k9E9xYQ0*h-+3BHDsu$YLgpp6a9>^>
z47sTDAVRv~@)-lM&U`=uv<532hmAE@N@b6TIi)js5p#2Ul~PToIwRdWiroB@GjYzo
z#TE<Ps>CA68Ro<{o&bYAt8ZsVx+WoxSrxg<GEF~C#+>jIm-h>@x_~;jsOlq*&QBvz
z5Z;vEoLNAUHwvHEmeDenN`4MB4r|G5i3uAq0XiiZN>Rp=2?=Z?l~&TJTGj|l7|+}p
znq6tb-P~odq8>$0ZOYNMF(#?tau1r7_-Ui42{2ZR+{>Qu@>ZDd;vB!?MbEip&WYh6
zZvLhw+}3%BQQq91r70w0?t(TZ;!?~dX4oQj11sFvBmYT;qJ1It7ZAQSO-;ILEcPgN
zRZ{B}=Sllvtw>3i!%d)2=#!(e1j!~ApBboI)@2=-`f};YrV{~?%GkboM~@Gk_XRUp
z!|;v_h_+G9TzHkT>QloHKkPs@P#8D>29slv@VG1hBz?it&yQIaxC)Ev=s{ANpk1ig
zV0+oGsha9&_1a?oVH-XRJ9i>Ymz3uc^yGvyO{zaThJ8!L<tuB8#gV+yWIYm2EU(<c
zvPQs=n<+_#bVu4t0_Uyz(wK=K2;bQ3oY87!UaY`cl*uxhEz*0PUj&V{#L?zktceGo
zdoXe$0t({0CM_jy6}w&MuYn(eEN2`?(3-8_Z79#ED994_HVx-h6dfcvjW$l%drqNn
zXQwvYkl6@wXb;oB(nB^93UrYhch_W0+YzllS1(iBlQP8r5XtCb+yZZa?!j%*YYVNt
zc$TEmZnxTSkH*TSGQ7CkPq4v0yah;>4a$Sq&PZFlovK%XVG2o%zj-&4GvE5{p2_5u
zQAA}Eag}W>r>wn&7yw0147&}WbZ{L0HQ=CwSBHShX2FnG1yfUQ^BAict;J;(?^%}_
zMZ!F3u!Qv-J;L}$D0kkoaP)UxrXCiQ^J<2e?ud>#Bg#jt1BCZAowtGxj5xE_BKKV3
z)ABjeUVe>AM4#|)K_gWkOT;Wz8LRj38mYv`AA<*Lj8TRH4T6_;qGH$Y1C!mk#}Mo)
za60POq9={1eMjoVFtIx(`2v>YRm+7Z>gFaz18&={q}t+bEakC20?BUVI@g_YR`{CL
z+Uh286e-=6EUzBsyCZ23OGwiN%5xMc&Ec%_rAgplqwU=zTiuj3O>txVON}TjxGNE>
zkq3t@HdE62TA(2@HdNxdFkVn_t3>=z57g0MzL*l_kP^(qsPgRBwTWdyMp&P1<vHL}
z1!6PLYlUkC0#tno>o?Dm)S0)?NXa*4TB$A63y5yhZV&BX2}eO_{t99YX3gzX%kumy
zW<&bk%;FD)7CxO&nRCVRrBpq3TC#Mc&URaZ9oBh5u&vPduY!xS?hlPGf=rNi$PQKT
zvbp+1&cj4YFR>*|8YJw%sLGxi=4&raOc}-dOY0s9TlIZ7!GB~aOAo|YWAPH0?5K(t
zSYj1}tBIi^3_fc)<Ip1K+TjA;80q9PBIK;D-T?#_n3YTb9Ymz1C5@N#y$1(QJ7DY{
zAsJa20@>657+*q*31X5R{GVgX@cqD39W<Y3MTI(fPx>-D={BS4i7|}a4e}Z}8;N_F
zDdSOgu>r@+6zR87dVA6Y;IUB89dqGsCDM$W-9Q#P^S+Q75m-oEf|dD&Gh!F5iD)z#
zGA%|S<KN!OD;3p=#+T+>CMfXMSbce!G>Vj(?dwfr^^Vq`v0xCs6nIb)%`EATaf>;<
z$s`b2AJxF8hT7NJ#pPV!D_RNMNYp>cTS=JbqRfO}(g-`1coHh<MTv0CdwWM;C-8-4
zaHOVr%gJ~gdk8F{j>5esY&~Zeu3#CDC(kq&5X1D>A9#_>k}h7XQkWuur)roRl#V?!
z0Q^O-TYn2HMttH+o@f&P6X{|J*AyS6A^D~vQz)(f1t{h^Ra)gwL9?3PB|w%2d6do;
zs;qO;ptmpjL{h;axIPK=HLAIqT&fi78zjzlajsk9yJZn==!U-h2~xT8$mnbgB5}Vs
zSEFlrtIyYq!Lmilg=UQ4a>>W&2(#x^*r1tk5<Wnw3S4Zv8;82oU+(|acBRd297i<2
z$VI?9sE@V<#Z)4TMarpsLqQ}cF#(Sdu&m_Q=e_RfnVxHR0Z3J@#Fj{4cczcmudjeO
zwU6^o+cjM`u3tO?<H>W<hckTqjqo1ScH*J>U_{<Z{AhSK;av+`1~H2Ni2EW`$hL*&
zemk&BlXip$;qrufNGR&g&Pn;0mVBEUcPtoV6})nbRD#lkoSRTec_|e<UXZOOgdB5O
z7^oU6b7;4|P)8Bm%V$2ISn2!?%9Sn~El>1@jZ(fTsnN$c&OI5QX>{_l8)6=lS-mUg
zpe$*DXFD!xT>pn(VkR<I+g!GyW#}|h89&*vddsuks0#`No&Z8|M%4GB2&eG91Fmyc
zOkKW_r3xh&!LxyY`ZMfN%<jUZbvmosB}4Y9pnh!?)SctPp$uLv{yuUcm2}KcuAd$r
zxp+h-8Gn|3cGP32{!F4JGUV@!s=4+uMuSF&mNf>{(imdb7II0^N-{(Ygr#k&ip9q{
zCKN19#V(+9C#_7X1}HsPiHt~7Thzog_AF8MrRK=80AY#LU`+W9<8!(5W`Ht3C_-`F
zO11lqbQa_CiW!^Os??ERQ>!5-fI4bkZX8Py>o11ve1;`zN~umj&Lsg!BQuhKeAeqg
z8%;oxj`&%68l-(I5<Rnp=|B;-<F(81KBY)gF$eGE7^<gDwlvOs<hBIoSD9U%K`47D
zsR5mh&nO0Z)jL?Ds=Aq7PE-7=9PF<_t&t+$pvY)-i@NXmi;uV0w@=t|i~$X<VU%+Z
zFt!8<!{yceHN46ZK2lz9@e#z9wqcr=qvS?E;xe(UZ087vs!>dgbTUA*D&=8~NglSE
z0W26U$W=pvR5LP45i+m+EUm?y6G5xQH`nW%6?O(M1M^U|y-ou)g!xZ#>w0-2uOwQ0
ze5_Mvo=TuWCi4N*Vmy1ihu#_}6K{GRToBGKOQuQQA=D+)@4`7Te8UgLz-~06>&e5f
z)+pE~1~QB0c>xFVDs$1gY)m4wiT5U^c-0m}my#|h#%x)XZn-S|^X2m4aSOk|>Qn4g
z+Uj7DtIg5+gmMK;;}ZWuOD}SuAOQ~iqZ)sU(QL(7Sx>5%r%@w|kAP^jU)$s$HoH1v
zg*I-;@8Ba#Ph}q`lvvqLH!U+Jug7*ecENm`cDl0uK+iW>9xq{ZFcXUrybhk;Zr{nk
zyBMJ0bM{;HqSu6sKTh@RVY_?}M)M9OE+q@EPdJ_uHMCb3jMvLyumk{P<kjw-l+;9F
zu<Oq!j1F<}J_M9mJi*#(K1ii08K-GB(n*<?T8B|_##Q3PDyTMa#n6S&PGrqF_<+NT
z^2rFX!0E%I&C+-<3T6_kUIWkurH-eICx#q%=)vn)*GgE%jBHyAhK@Fmfg@r@9SWwB
z{J{=>Oxv+>SMKYZNsUh2l5!?E5PBbE8iXUU$Xu>W&OYqrWFcaBvI1GY#m`QGmZNpT
z*^CnRVgpHHv4drmRvvAp3#g&H1!At@8<gGY)#`C|CDeO$-Qom-ScyS_F2{Dspw3a6
z4lALu{b*7N4hm|Cj^nG(IWrXsMV*mSg=`3Xh<nYmyK^mw_+0MloCdBLBBqsBA5mZ|
z1$WaEuK4wyH}n3u@Q<i4vcf*p)SZT9hB2_upV_X{t-sTcp0z4bPo$LhA5z&VOlV*Y
z4l|;hn5$Ky{aw89EZW^Q7#;+qbRp+`@e%c}Xa=xqJ&4qzE`E0gj1jF2FCyS{t(L}7
zRF*tH!f0+nO}7xUJ=uysEOTRPClTZM5Xt1Qi}lViZbg-|0279F)1y%flgq*bB^L)o
zJ%8zPaN)ChaA8M8BOcoi<|jo^ha1LwK|y?#m9b~QOVcaDg%z{rg=C4o>GPX~YL}}I
zv_ZOu^Wbh%R@*h&oA9egg6wn{6Je1L#-Mh+<QjN<sA~Ll7n%Q5M`GAWbpE%!oHAQf
z;ACif%PCc&UwAGVYXQxP&v2OIfdZ!lTrB=hvZ`bm!c|dROOkrY%2M4JutO+~J;lPM
zqDxC>52Y2~99T(ftC3Y!w*lY!UZd^V90>5;YWMnrIeJZ~4QRH1978m9`RDUH`cww>
zLeP6*M5OWl<G;Z0xWs$69x22Wyq|d}oDeSI+2S61F&X^JKOe2Pqq4sGxCx`UP$^nh
z6@9B6YR8$|g{D=6pvdZo;A`3|JBBj22u%;k;0hAUck)Oy0Brds<_;(mt?mx|c`0jV
zUj3z300FUupBn|4ddnR`_)a>L4o8UYk1j`OUS*IYd?Os8?d*<Bz7Aya&l^jn1FL0l
zrj>G51Tvee%7lOyLTU@*odb=>Aew@7$##cw($><>WEK2l#ovcnJ7|h`T^Fw<2t9_~
z?q5^A`Y1*2x!;XvQ*Gy<i1Ka5Mib5?S+T%?!tevg?hAoP-m;^1HCmPotx$1NrEaUm
zI|2)zP*e$?fIZ#{RT*rWZ)LOQS$B(u%7I+<M8YH0p$Ze&%%%x+98A~b*rplqrYimH
zTb=RIMX<2V5o-5-(m*$o!ta*%>p!jkcFQVsjt+KHZ<3v>UeLstUpaml7C*bAl$s30
z2*CmtWebCd+Y~@wQI*i?hvXvY%4W-vGKZ0AfcfMKJQ9erT$-g$5D^<pVUd6Y00DQ3
z|3w&$)BvJ(7)zWKN2Vqp+KO|u;;yl!&w0_Y5Sui5thkn9y#vb=giDvKu>1BR5X~g5
z5|l#cnq$U07issrCn=x2Qij&m_rF@crv}u%i+nyWX6!u&bfWjF{f}%sM|^2kQDzl&
z&n9m4Dj4Iuc-})NOO)Vz;r2xlW4&r)nyl3@6$UF17QS++tanOh=1i6uB1h&p^B^Ef
zaN6Y#wUwAHD8->sb<#&x5~mlf6$u_>e_JWzps>yQW_S0njU_yTmC{la5~jiuOyu^~
zKj_4GXA=CE@i>4CG*3uTHAUY<u5&<|+Z_)M>M68y6jWV-;Q0OimjAcdf~i|ya#1!W
z<Yl9@E`XX~BrjxXd+@C@SIrctx>nex#7SIjFA)mUJIM@aAT;upO#kOa%MaH#WtEV6
zl_I*|H-jI#LWIQCJOHtlr790CB!kq4)E;gdG-PuL0sJiv2A~&xn2=kfQ|}Pok?92j
zugFvU>_K^eh?2}=WFDen0_+z=|D9&fReXZ(*Mp4PI4}FQ$~wTP0vLd5TYVK?{*3+e
zxQ4iD1aEDrA~%sJJyqlR<1f(R1gwKwAUeR#=fYmHNkA|GD%q+At36$70GSZWLDM6l
z3@&@KdEhuq31#j=8np+un=hPVT*;y8<2$Q8V-el^n;ZP^-*3_5yx4?lP1)?xX2#{$
zyAk{B88V5eE5N9RFwUCnilcrHa;_aqCs~z5U|VwltY#)tP67<((=g;&!Cv~Mxp^>r
zeCU1F$RUhn)>oB56^4~#VK=T_X6Q(6c%Z=uwk^>EE`i@7sm94J#P7l9$Bsg|!zOD#
z6W0DLjn&RhGK?+-`q;XqM<$v1f$o=PB?A78mQ7eZM<<1V-8apY``$z0O53z_4yQIL
z((xBfij&a>E!g=`m-BNcuHeSKQXZ4TAOs#xU6so?6=o=0p^%8VVIamL9GPB51<_|H
zxxwmSRNEd|OC_}*2$_E7Kd_WK@SG16X2lFJ1RbNr>N}zsu7M7lN}bV)q2qH-fB&jH
zA`nC(VgSetJxnhGcDOd_sTQlu&zKj2(=n1I#n8<+@K&ZsE}+m0v}u~A*P%|DA1hp+
zoJ>1e4V%_v{#1q2N49)yvZ5T}nkbg^TT(wP&2z{UB%4lKfZw1H62)a@SpE{?05<%j
zBT#cG--9zvx2>;N(F*a)p^ei^#7MES6HhCv4}sqVrtyYFY>jl9FrF5cx;PODtPt_>
zfSp}x0*`cAjVqoqhX}Ty%K*w*bi}pA^aUlRBC8$?odW2p_R6XVAU*hG&Tt4y;WT}Q
z<i_@4^JRTu$qk#+3{g9Bz<WMf!^;q~6XN|!GS|$B$OCH}F5NvZ!$W0iVDev9YUl?S
zB^}fStLvlEv<mu6eEpL}%g5BmVxb^Iay(9>pqz4qgTgQXK0vG_@Zlt`<q2tMtBa)d
zgH_Ogp08I4O)laQq$1)}3f7|E#%GU*wH3&Xr-qBQMA2~(g95%(-pkgt3z;`zac^Pu
z2ZxN|v21jMN?E$O(M2KkS`Tas0`7$4oRK8rx*&??m_(RIa`!!AVH%)X%zqjc(ZNY?
z)wQ3?%773?Q%V|)Y!nEP1CEnlWsMWH?E!);`?>*;Gz-(qC9}$V4#GvMyr~^3z-z8M
z%MI4(S;mZ%g~@uWjimeR`4w7`|Jbcxhb;uun?SHz{<jE6CnSAiGAA)A<=E5-#w8XP
zQiLcTCEeg_OM*fdW)7EHnnQYGNgN^smkF2OXuN0}_|UBg-4y!-@dprvfvn|h$rM-k
zc|;_eN30tDU?y=<kE&xz%B9)O*EhPUrlpruyrv2DXlU3`L1(m)=z#l`KsspK_2&G`
zrNE65mO^5e*qqg3o{}M}@d&?`PApMYBxB4D`8OL&o@Dijkhz9!Zycw6J%8J-o5Ul^
zP1vU#?$n)>;S`C$WWKr0fs(}?%THgwE+H&iHm;z!arxz>QB!#6DdDUIk%}FkwKfD}
z!lf2($dB~IFaudnoacY*0(mubR`>k?!g0d3AY2)(_h`*`Gc@T4XsNag28Z?b`M!Gl
z40?+JIyaAa$6b>+u3$?~H6ws&hh@&EwlI{=6Bd5XhLR<naExY79Eg*lF_opo%_45>
z{33p4Ept6J^Ky%OLv)*2^&e*3^TjwWpYad43da;yfbOg<;GwyYa`F7>8fDbAzsUHp
zh{?zoW*H+5yv#u{e1~6_;>EYDk;Zr&?kNH<Zv7;feS>2lZFI)U5}pa<alRyn^>wLy
z+uMI`!+dH?3qO<pk}ypLK82D85eHSJ#y*WAcpPmMAuve}JJy0F#(@jmej+2h{Cta2
z6kOjqTc+rqvrCj4bTT(!K2@Nr$eG%fXQaiZ=+C|6AVI`qMHn|76}diSJiZ%2MD&nG
z0n3j`3}&+DVjP@RD`tXs9|&x4<0-JgCo~OG;}*OuLi9XS^4uy}Cv25C1G>b?o{1En
z$&#ET#bFr^*P5U4-<wi=mZbQv_%Z&Mlj4HU9-?1y&`c#MeZ2^ME?@#Bv4Rr}eqcXG
z+HEEwS(Zn9ksk4+T}K$>>F-73q>Z`^Euw;_;!(b0<|$86e<AGFPxsds$bx>szIYlv
zpT**4&Q~&CIPwBc(TaenAxV%=&%%T)nt8(CsT!QV4amrGL&s|pQc-tdNBr;=Pz{06
zJDN1{yTB4O$`7(cz9}4vtfv*ksc}Ce$vUDIFz!>-g4Q%s3xCA}1f~dlC8ZX>MI2lj
zITr&*I14~swGq9N4Fy-L?b<;!;gYb*=ih5i15#Oouo|6$JMIo!!{grn+3@MdQs9**
zJ81sJs3&ue`AwC6ZYC%U*!~P;#{w`8aC&^;s-l6(DxkeA^#skGH0ZvLDl}yg7&)v!
z$TY)Ai#R@E@<&@cbbai1Gn8JVX(}5wKSgow4NTs#oL+kfr9ws%)}e`TEJ>2oYutMR
z0*dz}_QN%{E3QjSh<+x4gj`G_8omXTMB&O}0eVbosEi(y7ca|1B=<uc6sAiGp$V*d
zFP5Dxu5a#kH=EU`Z3veqtk}h~pJ0`vOenOTBMvu^$NO%2!P+N=2*0s;DI^c=lDvhS
z&BqEj@)Yl2&fH~mB|UVxo4W0meGAYKs?qQFe<I1ZyjXAlxML^rFTX5*{NaSBHQ;z{
zJxjQ-&N|Y8rBdx}q!yid?==gd$zEcK27If5=bJRcEp-%-w0%)($D$G!2-#B9@=uFZ
z!t}cZ+$%q3C>B3@I>_Ip^8cNI&?*Ygp=6A`jXC;mmJ&W8&i|gUmP&5cfjKGO6hLWX
zE@*C>>C(;>66<RuK30Ylj;P_EvU>V+#LQYg0pM6ipN6~#9>)f+$5cobS=der8ee>V
zV>Ek@rjn`7H26G4qwagt#t<u^L@)S<VU7UN)fA2Z(N)e73>cgG+<@{^jA%7UA_>Wp
z&V!{5m6pH2FrPmFu5^nmX(h7pF6pxxUfFjLI&)?0pIk=M-QgfFx2@4KEnrZ~m!X27
zjHx;~3pjD9_BYwiZuOt*yGO96Piw3^sCW(0m|u};lNMZw8QQ4_soF{&$gPrY+S3fD
z)m(K+M^Y1q=}1hT+Aod3Y`L~K_=@irt88;ijAL<0q^fe34ti2;;=Eiw-G2Iv@j5uU
z_}f_&Jl!qJ5_;<?#OF0n5`SK@SR-~sJ(G`%Q-|5>4_6!5UFWlI9+x+dC(G^Q)h3qJ
zu^#s3k(3D_JO)hZGV%bNVcHB2h&3q`5iz#*fBK!zDP<Z&-0I#kwp_~I<l|;Peqo#Y
zhlf!4Y6Wpc78q;GrDf7F`L1MocKW~y%=>F_?%Z_sX1%sDl+IbJ)E2z3pNh#N!Bk9)
z3sFvo9w%oKMg-sVd4ObgF3zS{!^?#v=KROa`YUS5KRvA;Ki^(qq8AgMtEcr*RcDkK
z5M?sM>r_h4tdR`Sh|3eRJBmnK(!~=N!a;KVZ=)30yFN%4juA=#Zs{kEGFRVJ94ORM
zB+iw9sR72(w<yaALo{KM>mizEK(pas@<gC9isz<LrzqfF(9k3WIB`5<E0q+e-S4a5
zkj2q3F2PR5eFqIwiss-f+*h=M6K$x#J~5)Mb7U)fTZ`<8oc`AO<nqi4{to6jG<6UP
zW!_f|!-UK}lC2!g{`lYE7?<;qu`!6$G4s5Ab}_V=nZ5wB#}~z%+VWrx4~6+m*dvzF
z1JkA&kfw=JY0PQQKEf)c*=U3QZ>Yf!iKOhl%@s|r3O$Nb0#0B>2?ay_L~FX)(SsLC
zX~JYv14VwE6%0_j8iSGnAJOh_u{p}S(_0W8Oh>}D*9oVz!hj)8iQ8hS2n5|8EsGSG
zv1>mZVb<{jOLS98S9SpcL|W({OZ2kMyNo0r$$)qt1rK+S6;D%)Oi+2ry804&&%S>!
z5P;8NDxe<qsGslT!-BQ+Ep7X+lAOM@g_d8&dK)5TAP}J2p{!E+v}8|W+5ouKXEOx6
z0?#TNBR5vG@=kcdYppaKAd!NY)|VUWRMpQL?J!`CYMJt8s1+<i3=i!8b+^}}>fD_p
z^M{Oj3X?*>eZ;%iao`PFK(oNAJVF8!`z;a5A{~vt17-WK-|&O8m#?w86)=+1Vb34%
zZ~s+lA+;KC=P;{{1N9d}1Xv|IbQO={TeP5dAbE_<H9mQqX<#iRd@+iC-ekMg5%74O
zM($>dZp!uJoaIQ|thZU;f7*Rsu0VcnQC-T_B}Em-56=Z~#Dr0BG1-`xyh;R-^=5U&
z@l{v<mIc0V<@D3+5ZLKwWy`!O*A3K87iKSkF9C8vTq(}g-nbuyP)FK2f2N3rB~1|9
zR`^!ZY)5-rXfG}humi*tZc*#%Qci6673co_(6K?uO7HfYFDWZhwFO>AQcimfLl?ka
zvJ7vGUjERzr?VM6C5aQ65V)uGHBKlZm@ID3%4x9S_4hNdM*;J+EjJIln9Mz*6CpH5
z{JmXoFtP`|m#4&oT%h>N@_%yIF>6|Dfw6;nZQ<`{CrGr1Sw7Tk=m`^@FTx+mczanI
ziBG@WZQ3<PD4giF#eyeWUSc&s2|}``2o~qSFTgOm_3q|&gTc8tqVkI_cU*qnl-02b
zEY1J|li+kzosMjE2u>k}jDTLL&L#wVF6|tkhu={nc7)Pk{zZO9GT1mtLOvx?3geUS
zIsufMXf_jlsn6nEmcbN*Yz+&dC!a7y1EJuzja)8zMO!~yH>RN2^7b!xtJ{0MpQ7~U
zgoSmbYYnCm>e5+z<ld+X57{&3F=}Bm+p-owjvoj#cqp2RF6=Srf<$#R8NUg~T@+z|
zNBWdIRMl|oLh`+G^k(y5c<3S^Kv@z7bpVk_#e>qzany($PPD|@gb#Oz0;~_vi_5nu
z$kQ*xb-}EaO+@&z76}v|i8DlW(3qw^27DF;zhliA-2zsYUTpdf4?KMANSX4;LDHb$
z>4a1)zR~G}|5{=bGAv@_wQ)UEL(iMLVQoP-8Z)D3z*(;~G(yogZc86lA!W`5TE|Ha
z6o671eI|7{uA?{QP%B*8KBl2EMto^PqJ5}ds-=sp>hx6PrZy8;D9eL?r@L<OJDB6N
zdsu$edUWu1Qo(Wl=Jp)m6A3nG@;UG8%WAnnBMs{*7I)BE1t?$^Ff4G5@!<GdFznm2
z>&5BqJ+?8~_P<Dm)<RNARxDh8p$I)ft}0JGZ~-Z49gI4p`halFvRZv12=bcDzLx^?
zC<DLVaaHXsvij<m|6nSF8wOUpho_%c+x4qB^xF>0z(#pQwez(=$|A(0D;U!UCGjO9
zcUe-oj7tH$v+Yg-x#$tnX7((!lUG;s0VvKjP4cR)Vi|}vd_`O1C0rbcKauW8T8}5(
aBf2()isexeoH|_9XW*nQ4!$y5iu`}|+NoFo

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
index 069409a..9db6a6c 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
@@ -225,7 +225,6 @@ string generate_tasks(Json::Value data, string &desc_decl, string &desc_def) {
 		string name_prev = data["name"].asString() + to_string(i-1);
 		string type_check = "";
 		string task_args;
-		string input_dr_delete;
 		string input_mat_dr;
 		string output_mat_dr;
 		string intertask_mat;
@@ -265,43 +264,45 @@ string generate_tasks(Json::Value data, string &desc_decl, string &desc_def) {
 					data["tasks"][i]["args"][j]["name"].asString() + "\") == 0) {\n\t\t\tArgumentRT* " + 
 					data["tasks"][i]["args"][j]["name"].asString() + "_arg;\n\t\t\t" + 
 					data["tasks"][i]["args"][j]["name"].asString() + "_arg = (ArgumentRT*)a;\n\t\t\tthis->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp = new DenseDataRegion2D();\n\t\t\tthis->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->setName(" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_arg->getName());\n\t\t\tthis->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->setId(std::to_string(" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_arg->getId()));\n\t\t\tthis->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->setVersion(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + 
+					"_temp = std::make_shared<DenseDataRegion2D*>(new DenseDataRegion2D());\n\t\t\t(*this->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->setName(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_arg->getName());\n\t\t\t(*this->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->setId(std::to_string(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_arg->getId()));\n\t\t\t(*this->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->setVersion(" + 
 					data["tasks"][i]["args"][j]["name"].asString() + "_arg->getId());\n\t\t\tset_cout++;\n\t\t}\n\n";
 
-				reusable_cond += "\t\tthis->" + data["tasks"][i]["args"][j]["name"].asString() + "_temp->getName() == t->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getName() &&\n";
+				reusable_cond += "\t\t(*this->" + data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getName() == (*t->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getName() &&\n";
 
-				task_size += "\t\tsizeof(int) + " + data["tasks"][i]["args"][j]["name"].asString() + 
-					"_temp->getName().length()*sizeof(char) + sizeof(int) +\n";
+				task_size += "\t\tsizeof(int) + (*this->" + data["tasks"][i]["args"][j]["name"].asString() + 
+					"_temp)->getName().length()*sizeof(char) + sizeof(int) +\n";
 
 				task_serialize += "\t// copy " + data["tasks"][i]["args"][j]["name"].asString() + " id\n\tint " + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_id = stoi(" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getId());\n\tmemcpy(buff+serialized_bytes, &" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_id = stoi((*" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getId());\n\tmemcpy(buff+serialized_bytes, &" + 
 					data["tasks"][i]["args"][j]["name"].asString() + 
 					"_id, sizeof(int));\n\tserialized_bytes+=sizeof(int);\n\n\t// copy " + 
 					data["tasks"][i]["args"][j]["name"].asString() + " name size\n\tint " + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_name_size = " + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_name_size = (*" + 
 					data["tasks"][i]["args"][j]["name"].asString() + 
-					"_temp->getName().length();\n\tmemcpy(buff+serialized_bytes, &" + 
+					"_temp)->getName().length();\n\tmemcpy(buff+serialized_bytes, &" + 
 					data["tasks"][i]["args"][j]["name"].asString() + 
 					"_name_size, sizeof(int));\n\tserialized_bytes+=sizeof(int);\n\n\t// copy " + 
-					data["tasks"][i]["args"][j]["name"].asString() + " name\n\tmemcpy(buff+serialized_bytes, " + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->getName().c_str(), " + 
+					data["tasks"][i]["args"][j]["name"].asString() + " name\n\tmemcpy(buff+serialized_bytes, (*" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getName().c_str(), " + 
 					data["tasks"][i]["args"][j]["name"].asString() + "_name_size*sizeof(char));\n\tserialized_bytes+=" + 
 					data["tasks"][i]["args"][j]["name"].asString() + "_name_size*sizeof(char);\n\n";
 
 				task_deserialize += "\t// create the " + data["tasks"][i]["args"][j]["name"].asString() + "\n\tthis->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp = new DenseDataRegion2D();\n\n\t// extract " + 
+					data["tasks"][i]["args"][j]["name"].asString() + 
+					"_temp = std::make_shared<DenseDataRegion2D*>(new DenseDataRegion2D());\n\n\t// extract " + 
 					data["tasks"][i]["args"][j]["name"].asString() + " id\n\tint " + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_id = ((int*)(buff+deserialized_bytes))[0];\n\tthis->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->setId(to_string(" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_id));\n\tthis->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->setVersion(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_id = ((int*)(buff+deserialized_bytes))[0];\n\t(*this->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->setId(to_string(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_id));\n\t(*this->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->setVersion(" + 
 					data["tasks"][i]["args"][j]["name"].asString() + 
 					"_id);\n\tdeserialized_bytes += sizeof(int);\n\n\t// extract " + 
 					data["tasks"][i]["args"][j]["name"].asString() + " name size\n\tint " + 
@@ -315,33 +316,31 @@ string generate_tasks(Json::Value data, string &desc_decl, string &desc_def) {
 					data["tasks"][i]["args"][j]["name"].asString() + "_name_size] = \'\\0\';\n\tmemcpy(" + 
 					data["tasks"][i]["args"][j]["name"].asString() + "_name, buff+deserialized_bytes, sizeof(char)*" + 
 					data["tasks"][i]["args"][j]["name"].asString() + "_name_size);\n\tdeserialized_bytes += sizeof(char)*" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_name_size;\n\tthis->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp->setName(" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_name_size;\n\t(*this->" + 
+					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->setName(" + 
 					data["tasks"][i]["args"][j]["name"].asString() + "_name);\n\n";
 
 				if (data["tasks"][i]["args"][j]["io"].asString().compare("input") == 0) {
 					call_args += data["tasks"][i]["args"][j]["name"].asString() + ", ";
 
-					input_dr_delete += "\tif(" + data["tasks"][i]["args"][j]["name"].asString() + "_temp != NULL) delete " + 
-						data["tasks"][i]["args"][j]["name"].asString() + "_temp;\n";
-
-					input_mat_dr += "\tcv::Mat " + data["tasks"][i]["args"][j]["name"].asString() + " = this->" + 
-						data["tasks"][i]["args"][j]["name"].asString() + "_temp->getData();\n";
+					input_mat_dr += "\tcv::Mat " + data["tasks"][i]["args"][j]["name"].asString() + " = (*this->" + 
+						data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getData();\n";
 
 					update_mat_dr += "\t" + data["tasks"][i]["args"][j]["name"].asString() + 
-						"_temp = dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(this->" + 
-						data["tasks"][i]["args"][j]["name"].asString() + "_temp->getName(),\n\t\tthis->" + 
-						data["tasks"][i]["args"][j]["name"].asString() + "_temp->getId(), 0, stoi(this->" + 
-						data["tasks"][i]["args"][j]["name"].asString() + "_temp->getId())));\n";
+						"_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast" + 
+						"<DenseDataRegion2D*>(rt->getDataRegion((*this->" + 
+						data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getName(),\n\t\t(*this->" + 
+						data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getId(), 0, stoi((*this->" + 
+						data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getId()))));\n";
 				} else {
 					call_args += "&" + data["tasks"][i]["args"][j]["name"].asString() + ", ";
 
 					output_mat_dr += "\tcv::Mat " + data["tasks"][i]["args"][j]["name"].asString() + ";\n";
 
-					output_dr_return += "\tthis->" + data["tasks"][i]["args"][j]["name"].asString() + 
-						"_temp->setData(" + data["tasks"][i]["args"][j]["name"].asString() + ");\n";
+					output_dr_return += "\t(*this->" + data["tasks"][i]["args"][j]["name"].asString() + 
+						"_temp)->setData(" + data["tasks"][i]["args"][j]["name"].asString() + ");\n";
 
-					update_mat_dr += "rt->insertDataRegion(this->" + 
+					update_mat_dr += "rt->insertDataRegion(*this->" + 
 						data["tasks"][i]["args"][j]["name"].asString() + "_temp);\n";
 				}
 			} else {
@@ -393,16 +392,17 @@ string generate_tasks(Json::Value data, string &desc_decl, string &desc_def) {
 						" = ((Task" + name_prev + "*)t)->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ";\n";
 				}
 
-				call_args += data["tasks"][i]["interstage_args"][j]["name"].asString() + ", ";
+				call_args += "&*" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ", ";
 			} else if (data["tasks"][i]["interstage_args"][j]["io"].asString().compare("output") == 0) {
-				call_args += data["tasks"][i]["interstage_args"][j]["name"].asString() + ", ";
+				call_args += "&*" + data["tasks"][i]["interstage_args"][j]["name"].asString() + ", ";
 				fisrt_forward[data["tasks"][i]["interstage_args"][j]["name"].asString()] = false;
 
 				intertask_mat += "\t" + getMatDRType(data["tasks"][i]["interstage_args"][j]["type"].asString()) + " " + 
 					data["tasks"][i]["interstage_args"][j]["name"].asString() + "_temp;\n";
 
 				intertask_inst += "\t" + data["tasks"][i]["interstage_args"][j]["name"].asString() +
-					" = new " + getMatDRType(data["tasks"][i]["interstage_args"][j]["type"].asString()) + ";\n";
+					" = std::shared_ptr<" + getMatDRType(data["tasks"][i]["interstage_args"][j]["type"].asString()) +
+					">(new " + getMatDRType(data["tasks"][i]["interstage_args"][j]["type"].asString()) + ");\n";
 
 			} else {
 				update_ints_args += "\tthis->" + data["tasks"][i]["interstage_args"][j]["name"].asString() + 
@@ -438,9 +438,6 @@ string generate_tasks(Json::Value data, string &desc_decl, string &desc_def) {
 		// $TASK_ARGS$
 		replace_multiple_string(source, "$TASK_ARGS$", task_args);
 
-		// $INPUT_DR_DELETE$
-		replace_multiple_string(source, "$INPUT_DR_DELETE$", input_dr_delete);
-
 		// $INPUT_MAT_DR$
 		replace_multiple_string(source, "$INPUT_MAT_DR$", input_mat_dr);
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
index 945ad76..a5340b6 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
@@ -14,9 +14,7 @@ $TASK_ARGS$
 $INTERTASK_INST$	
 }
 
-Task$NAME$::~Task$NAME$() {
-$INPUT_DR_DELETE$
-}
+Task$NAME$::~Task$NAME$() {}
 
 bool Task$NAME$::run(int procType, int tid) {
 $INPUT_MAT_DR$
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template
index f05ff79..d56eed6 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template
@@ -35,6 +35,7 @@ $STAGE_INPUT_DR$
 $STAGE_OUTPUT_DR$
 
 	map<int, ReusableTask*> prev_map;
+	list<ReusableTask*> ordered_tasks;
 	for (list<ReusableTask*>::reverse_iterator task=tasks.rbegin(); task!=tasks.rend(); task++) {
 		cout << "[Segmentation] sending task " << (*task)->getId() << endl;
 		// generate a task copy and update the DR, getting the actual data
@@ -43,15 +44,20 @@ $STAGE_OUTPUT_DR$
 
 		// solve dependency if it isn't the first task
 		if (t->parentTask != -1) {
-			t->addDependency(prev_map[t->parentTask]);
+			cout << "\t\t\t[Segmentation] setting dep of " << t->getId() << " to " << prev_map[t->parentTask]->getId() << endl;
+			t->addDependency(prev_map[t->parentTask]->getId());
 			t->resolveDependencies(prev_map[t->parentTask]);
 		}
 
-		// send task to be executed
-		this->executeTask(t);
-
 		// add this task to parent list for future dependency resolution
 		prev_map[t->getId()] = t;
+		ordered_tasks.emplace_back(t);
+	}
+
+	// send all tasks to be executed
+	for (ReusableTask* t : ordered_tasks) {
+		cout << "\t\t\t[Segmentation] sending task " << t->getId() << endl;
+		this->executeTask(t);
 	}
 
 	return 0;

From 071068a628e5f5137013b61398aa497dfbc20ac3 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 26 Sep 2016 19:57:19 -0300
Subject: [PATCH 54/87] Fixed the workflow outputs and added a file output to
 the fine grain merging solution.

---
 .../PipelineManager.cpp                       |   8 +
 .../seg_example.t2flow                        | 432 ++++++++++++------
 2 files changed, 292 insertions(+), 148 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index b7dfbdc..4cc014a 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -2,6 +2,7 @@
 #include <string.h>
 
 #include <iostream>
+#include <fstream>
 #include <sstream>
 #include <string>
 #include <map>
@@ -1988,14 +1989,21 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 		list<list<PipelineComponentBase*>> solution = montecarlo_recursive_cut(current_stages, all_stages, 
 			n_workers, expanded_args, ref->second->tasksDesc);
 
+		// write merging solution
+		ofstream solution_file;
+		solution_file.open("fine-grain-merging-solution", ios::trunc);
 		cout << "solution:" << endl;
 		for (list<PipelineComponentBase*> b : solution) {
 			cout << "\tbucket with " << b.size() << " stages and cost "
 				<< calc_stage_proc(b, expanded_args, ref->second->tasksDesc) << ":" << endl;
+			solution_file << "\tbucket with " << b.size() << " stages and cost "
+				<< calc_stage_proc(b, expanded_args, ref->second->tasksDesc) << ":" << endl;
 			for (PipelineComponentBase* s : b) {
 				cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+				solution_file << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
 			}
 		}
+		solution_file.close();
 
 		// merge all stages in each bucket, given that they are mergable
 		for (list<PipelineComponentBase*> bucket : solution) {
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/seg_example.t2flow b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/seg_example.t2flow
index a8a9059..0d5f862 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/seg_example.t2flow
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/seg_example.t2flow
@@ -1,8 +1,8 @@
-<workflow xmlns="http://taverna.sf.net/2008/xml/t2flow" version="1" producedBy="taverna-core-2.5.0"><dataflow id="a6d6a064-1a99-4750-aff4-117789b2c758" role="top"><name>Workflow2</name><inputPorts><port><name>T1</name><depth>0</depth><granularDepth>0</granularDepth><annotations><annotation_chain encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+<workflow xmlns="http://taverna.sf.net/2008/xml/t2flow" version="1" producedBy="taverna-core-2.5.0"><dataflow id="1a188d86-91e4-4897-a8a5-a03142eef0f8" role="top"><name>Workflow2</name><inputPorts><port><name>T1</name><depth>0</depth><granularDepth>0</granularDepth><annotations><annotation_chain encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"float","value":"5.0"}</text>
+        <text>{"type":"float","values":[5.0]}</text>
       </annotationBean>
       <date>2016-05-23 13:06:10.434 UTC</date>
       <creators />
@@ -13,7 +13,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"float", "value":"4"}</text>
+        <text>{"type":"float", "values":[4]}</text>
       </annotationBean>
       <date>2016-05-20 13:33:51.322 UTC</date>
       <creators />
@@ -24,7 +24,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"integer", "value":"80"}</text>
+        <text>{"type":"integer", "values":[80]}</text>
       </annotationBean>
       <date>2016-05-20 13:34:56.186 UTC</date>
       <creators />
@@ -35,7 +35,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"integer", "value":"45"}</text>
+        <text>{"type":"integer", "values":[45]}</text>
       </annotationBean>
       <date>2016-05-20 13:35:09.604 UTC</date>
       <creators />
@@ -46,7 +46,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"integer", "value":"220"}</text>
+        <text>{"type":"integer", "values":[220]}</text>
       </annotationBean>
       <date>2016-05-20 13:32:06.124 UTC</date>
       <creators />
@@ -57,7 +57,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"integer", "value":"220"}</text>
+        <text>{"type":"integer", "values":[220]}</text>
       </annotationBean>
       <date>2016-05-20 13:32:23.990 UTC</date>
       <creators />
@@ -68,7 +68,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"integer", "value":"220"}</text>
+        <text>{"type":"integer", "values":[220]}</text>
       </annotationBean>
       <date>2016-05-20 13:33:02.0 UTC</date>
       <creators />
@@ -79,7 +79,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"integer", "value":"11"}</text>
+        <text>{"type":"integer", "values":[11]}</text>
       </annotationBean>
       <date>2016-05-20 13:35:32.219 UTC</date>
       <creators />
@@ -90,7 +90,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"integer", "value":"1000"}</text>
+        <text>{"type":"integer", "values":[1000]}</text>
       </annotationBean>
       <date>2016-05-20 13:35:41.983 UTC</date>
       <creators />
@@ -101,7 +101,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"integer", "value":"30"}</text>
+        <text>{"type":"integer", "values":[30]}</text>
       </annotationBean>
       <date>2016-05-20 13:35:53.573 UTC</date>
       <creators />
@@ -112,7 +112,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"integer", "value":"21"}</text>
+        <text>{"type":"integer", "values":[21]}</text>
       </annotationBean>
       <date>2016-05-20 13:36:07.383 UTC</date>
       <creators />
@@ -123,7 +123,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"integer", "value":"1000"}</text>
+        <text>{"type":"integer", "values":[1000, 111]}</text>
       </annotationBean>
       <date>2016-05-20 13:36:14.214 UTC</date>
       <creators />
@@ -134,7 +134,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"integer", "value":"4"}</text>
+        <text>{"type":"integer", "values":[4, 5]}</text>
       </annotationBean>
       <date>2016-05-20 13:36:38.7 UTC</date>
       <creators />
@@ -145,7 +145,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"integer", "value":"8"}</text>
+        <text>{"type":"integer", "values":[8]}</text>
       </annotationBean>
       <date>2016-05-20 13:36:48.672 UTC</date>
       <creators />
@@ -156,7 +156,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"integer", "value":"8"}</text>
+        <text>{"type":"integer", "values":[8]}</text>
       </annotationBean>
       <date>2016-05-20 13:36:56.118 UTC</date>
       <creators />
@@ -166,10 +166,10 @@
 </net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain></annotations></port><port><name>target_std</name><depth>0</depth><granularDepth>0</granularDepth><annotations><annotation_chain encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
-      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{"type":"array", "value":{"type":"float", "value":["0.26235", "0.0514831", "0.0114217"]}}</text>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.ExampleValue">
+        <text />
       </annotationBean>
-      <date>2016-05-20 13:41:22.159 UTC</date>
+      <date>2016-05-20 13:49:48.942 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -177,10 +177,10 @@
 </net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain><annotation_chain encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
-      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.ExampleValue">
-        <text />
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
+        <text>{"type":"floatarray", "values":[[0.26235, 0.0514831, 0.0114217]]}</text>
       </annotationBean>
-      <date>2016-05-20 13:49:48.942 UTC</date>
+      <date>2016-05-20 13:41:22.159 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -189,7 +189,7 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>{array, float, [-0.632356, -0.0516004, 0.0376543]}</text>
+        <text>{"type":"floatarray", "values":[[-0.632356, -0.0516004, 0.0376543]]}</text>
       </annotationBean>
       <date>2016-05-20 13:40:34.480 UTC</date>
       <creators />
@@ -200,9 +200,9 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>temp</text>
+        <text>{"type":"rt", "values":["/home/willian/Desktop/images15/image3.tiff"]}</text>
       </annotationBean>
-      <date>2016-05-20 14:19:36.399 UTC</date>
+      <date>2016-06-02 21:50:58.623 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -211,101 +211,25 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
-        <text>temp2</text>
+        <text>{"type":"rt", "values":["/home/willian/Desktop/images15/image3.mask.png"]}</text>
       </annotationBean>
       <date>2016-05-20 14:33:42.942 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
   </annotationAssertions>
-</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain></annotations></port></inputPorts><outputPorts><port><name>dif</name><lastPredictedDepth>0</lastPredictedDepth><annotations /></port></outputPorts><processors><processor><name>norm_stage</name><inputPorts><port><name>target_mean</name><depth>0</depth></port><port><name>target_std</name><depth>0</depth></port><port><name>norm_input_rt</name><depth>0</depth></port></inputPorts><outputPorts><port><name>normalized_rt</name><depth>0</depth><granularDepth>0</granularDepth></port></outputPorts><annotations /><activities><activity><raven><group>net.sf.taverna.t2.activities</group><artifact>external-tool-activity</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.activities.externaltool.ExternalToolActivity</class><inputMap><map from="target_std" to="target_std" /><map from="norm_input_rt" to="norm_input_rt" /><map from="target_mean" to="target_mean" /></inputMap><outputMap><map from="normalized_rt" to="normalized_rt" /></outputMap><configBean encoding="xstream"><net.sf.taverna.t2.activities.externaltool.ExternalToolActivityConfigurationBean xmlns="">
-  <mechanismType>789663B8-DA91-428A-9F7D-B3F3DA185FD4</mechanismType>
-  <mechanismName>default local</mechanismName>
-  <mechanismXML>&lt;?xml version="1.0" encoding="UTF-8"?&gt;&#xD;
-&lt;localInvocation&gt;&lt;shellPrefix&gt;/bin/sh -c&lt;/shellPrefix&gt;&lt;linkCommand&gt;/bin/ln -s %%PATH_TO_ORIGINAL%% %%TARGET_NAME%%&lt;/linkCommand&gt;&lt;/localInvocation&gt;&#xD;
-</mechanismXML>
-  <externaltoolid>296c295f-3841-4f53-8cf8-563c608f67a1</externaltoolid>
-  <useCaseDescription>
-    <usecaseid />
-    <description />
-    <command>norm</command>
-    <preparingTimeoutInSeconds>1200</preparingTimeoutInSeconds>
-    <executionTimeoutInSeconds>1800</executionTimeoutInSeconds>
-    <tags />
-    <REs />
-    <queue__preferred />
-    <queue__deny />
-    <static__inputs />
-    <inputs>
-      <entry>
-        <string>target_std</string>
-        <de.uni__luebeck.inb.knowarc.usecases.ScriptInputUser>
-          <tag>target_std</tag>
-          <file>true</file>
-          <tempFile>false</tempFile>
-          <binary>false</binary>
-          <charsetName>UTF-8</charsetName>
-          <forceCopy>false</forceCopy>
-          <list>false</list>
-          <concatenate>false</concatenate>
-          <mime />
-        </de.uni__luebeck.inb.knowarc.usecases.ScriptInputUser>
-      </entry>
-      <entry>
-        <string>norm_input_rt</string>
-        <de.uni__luebeck.inb.knowarc.usecases.ScriptInputUser>
-          <tag>norm_input_rt</tag>
-          <file>true</file>
-          <tempFile>false</tempFile>
-          <binary>false</binary>
-          <charsetName>UTF-8</charsetName>
-          <forceCopy>false</forceCopy>
-          <list>false</list>
-          <concatenate>false</concatenate>
-          <mime />
-        </de.uni__luebeck.inb.knowarc.usecases.ScriptInputUser>
-      </entry>
-      <entry>
-        <string>target_mean</string>
-        <de.uni__luebeck.inb.knowarc.usecases.ScriptInputUser>
-          <tag>target_mean</tag>
-          <file>true</file>
-          <tempFile>false</tempFile>
-          <binary>false</binary>
-          <charsetName>UTF-8</charsetName>
-          <forceCopy>false</forceCopy>
-          <list>false</list>
-          <concatenate>false</concatenate>
-          <mime />
-        </de.uni__luebeck.inb.knowarc.usecases.ScriptInputUser>
-      </entry>
-    </inputs>
-    <outputs>
-      <entry>
-        <string>normalized_rt</string>
-        <de.uni__luebeck.inb.knowarc.usecases.ScriptOutput>
-          <path>normalized_rt</path>
-          <binary>false</binary>
-          <mime />
-        </de.uni__luebeck.inb.knowarc.usecases.ScriptOutput>
-      </entry>
-    </outputs>
-    <includeStdIn>false</includeStdIn>
-    <includeStdOut>true</includeStdOut>
-    <includeStdErr>true</includeStdErr>
-    <validReturnCodes>
-      <int>0</int>
-    </validReturnCodes>
-  </useCaseDescription>
-  <edited>false</edited>
-</net.sf.taverna.t2.activities.externaltool.ExternalToolActivityConfigurationBean></configBean><annotations /></activity></activities><dispatchStack><dispatchLayer><raven><group>net.sf.taverna.t2.core</group><artifact>workflowmodel-impl</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.Parallelize</class><configBean encoding="xstream"><net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.ParallelizeConfig xmlns="">
-  <maxJobs>1</maxJobs>
-</net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.ParallelizeConfig></configBean></dispatchLayer><dispatchLayer><raven><group>net.sf.taverna.t2.core</group><artifact>workflowmodel-impl</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.ErrorBounce</class><configBean encoding="xstream"><null xmlns="" /></configBean></dispatchLayer><dispatchLayer><raven><group>net.sf.taverna.t2.core</group><artifact>workflowmodel-impl</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.Failover</class><configBean encoding="xstream"><null xmlns="" /></configBean></dispatchLayer><dispatchLayer><raven><group>net.sf.taverna.t2.core</group><artifact>workflowmodel-impl</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.Retry</class><configBean encoding="xstream"><net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.RetryConfig xmlns="">
-  <backoffFactor>1.0</backoffFactor>
-  <initialDelay>1000</initialDelay>
-  <maxDelay>5000</maxDelay>
-  <maxRetries>0</maxRetries>
-</net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.RetryConfig></configBean></dispatchLayer><dispatchLayer><raven><group>net.sf.taverna.t2.core</group><artifact>workflowmodel-impl</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.Invoke</class><configBean encoding="xstream"><null xmlns="" /></configBean></dispatchLayer></dispatchStack><iterationStrategyStack><iteration><strategy><cross><port name="target_mean" depth="0" /><port name="target_std" depth="0" /><port name="norm_input_rt" depth="0" /></cross></strategy></iteration></iterationStrategyStack></processor><processor><name>segmentation</name><inputPorts><port><name>blue</name><depth>0</depth></port><port><name>watershed_connectivity</name><depth>0</depth></port><port><name>T2</name><depth>0</depth></port><port><name>T1</name><depth>0</depth></port><port><name>red</name><depth>0</depth></port><port><name>recon_connectivity</name><depth>0</depth></port><port><name>min_size_seg</name><depth>0</depth></port><port><name>min_size_pl</name><depth>0</depth></port><port><name>min_size</name><depth>0</depth></port><port><name>max_size_seg</name><depth>0</depth></port><port><name>max_size</name><depth>0</depth></port><port><name>green</name><depth>0</depth></port><port><name>G2</name><depth>0</depth></port><port><name>G1</name><depth>0</depth></port><port><name>fill_holes_connectivity</name><depth>0</depth></port><port><name>seg_rt_inpt</name><depth>0</depth></port></inputPorts><outputPorts><port><name>segmented_rt</name><depth>0</depth><granularDepth>0</granularDepth></port></outputPorts><annotations /><activities><activity><raven><group>net.sf.taverna.t2.activities</group><artifact>external-tool-activity</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.activities.externaltool.ExternalToolActivity</class><inputMap><map from="max_size_seg" to="max_size_seg" /><map from="green" to="green" /><map from="T1" to="T1" /><map from="watershed_connectivity" to="watershed_connectivity" /><map from="max_size" to="max_size" /><map from="fill_holes_connectivity" to="fill_holes_connectivity" /><map from="T2" to="T2" /><map from="min_size_seg" to="min_size_seg" /><map from="red" to="red" /><map from="seg_rt_inpt" to="seg_rt_inpt" /><map from="blue" to="blue" /><map from="G2" to="G2" /><map from="G1" to="G1" /><map from="recon_connectivity" to="recon_connectivity" /><map from="min_size_pl" to="min_size_pl" /><map from="min_size" to="min_size" /></inputMap><outputMap><map from="segmented_rt" to="segmented_rt" /></outputMap><configBean encoding="xstream"><net.sf.taverna.t2.activities.externaltool.ExternalToolActivityConfigurationBean xmlns="">
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain></annotations></port></inputPorts><outputPorts><port><name>diff</name><lastPredictedDepth>0</lastPredictedDepth><annotations><annotation_chain encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.FreeTextDescription">
+        <text>{"type":"floatarray"}</text>
+      </annotationBean>
+      <date>2016-06-20 23:56:56.361 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain></annotations></port></outputPorts><processors><processor><name>segmentation</name><inputPorts><port><name>blue</name><depth>0</depth></port><port><name>watershed_connectivity</name><depth>0</depth></port><port><name>T2</name><depth>0</depth></port><port><name>T1</name><depth>0</depth></port><port><name>red</name><depth>0</depth></port><port><name>recon_connectivity</name><depth>0</depth></port><port><name>min_size_seg</name><depth>0</depth></port><port><name>min_size_pl</name><depth>0</depth></port><port><name>min_size</name><depth>0</depth></port><port><name>max_size_seg</name><depth>0</depth></port><port><name>max_size</name><depth>0</depth></port><port><name>green</name><depth>0</depth></port><port><name>G2</name><depth>0</depth></port><port><name>G1</name><depth>0</depth></port><port><name>fill_holes_connectivity</name><depth>0</depth></port><port><name>seg_rt_inpt</name><depth>0</depth></port></inputPorts><outputPorts><port><name>segmented_rt</name><depth>0</depth><granularDepth>0</granularDepth></port></outputPorts><annotations /><activities><activity><raven><group>net.sf.taverna.t2.activities</group><artifact>external-tool-activity</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.activities.externaltool.ExternalToolActivity</class><inputMap><map from="max_size_seg" to="max_size_seg" /><map from="green" to="green" /><map from="T1" to="T1" /><map from="watershed_connectivity" to="watershed_connectivity" /><map from="max_size" to="max_size" /><map from="fill_holes_connectivity" to="fill_holes_connectivity" /><map from="T2" to="T2" /><map from="min_size_seg" to="min_size_seg" /><map from="red" to="red" /><map from="seg_rt_inpt" to="seg_rt_inpt" /><map from="blue" to="blue" /><map from="G2" to="G2" /><map from="G1" to="G1" /><map from="recon_connectivity" to="recon_connectivity" /><map from="min_size_pl" to="min_size_pl" /><map from="min_size" to="min_size" /></inputMap><outputMap><map from="segmented_rt" to="segmented_rt" /></outputMap><configBean encoding="xstream"><net.sf.taverna.t2.activities.externaltool.ExternalToolActivityConfigurationBean xmlns="">
   <mechanismType>789663B8-DA91-428A-9F7D-B3F3DA185FD4</mechanismType>
   <mechanismName>default local</mechanismName>
   <mechanismXML>&lt;?xml version="1.0" encoding="UTF-8"?&gt;&#xD;
@@ -315,7 +239,7 @@
   <useCaseDescription>
     <usecaseid />
     <description />
-    <command>seg</command>
+    <command>Segmentation</command>
     <preparingTimeoutInSeconds>1200</preparingTimeoutInSeconds>
     <executionTimeoutInSeconds>1800</executionTimeoutInSeconds>
     <tags />
@@ -553,7 +477,7 @@
       <entry>
         <string>segmented_rt</string>
         <de.uni__luebeck.inb.knowarc.usecases.ScriptOutput>
-          <path>segmented_rt</path>
+          <path>rt</path>
           <binary>false</binary>
           <mime />
         </de.uni__luebeck.inb.knowarc.usecases.ScriptOutput>
@@ -584,7 +508,7 @@
   <useCaseDescription>
     <usecaseid />
     <description />
-    <command>diff</command>
+    <command>DiffMaskComp</command>
     <preparingTimeoutInSeconds>1200</preparingTimeoutInSeconds>
     <executionTimeoutInSeconds>1800</executionTimeoutInSeconds>
     <tags />
@@ -626,8 +550,8 @@
       <entry>
         <string>diff</string>
         <de.uni__luebeck.inb.knowarc.usecases.ScriptOutput>
-          <path>diff</path>
-          <binary>false</binary>
+          <path>floatarray</path>
+          <binary>true</binary>
           <mime />
         </de.uni__luebeck.inb.knowarc.usecases.ScriptOutput>
       </entry>
@@ -647,17 +571,17 @@
   <initialDelay>1000</initialDelay>
   <maxDelay>5000</maxDelay>
   <maxRetries>0</maxRetries>
-</net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.RetryConfig></configBean></dispatchLayer><dispatchLayer><raven><group>net.sf.taverna.t2.core</group><artifact>workflowmodel-impl</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.Invoke</class><configBean encoding="xstream"><null xmlns="" /></configBean></dispatchLayer></dispatchStack><iterationStrategyStack><iteration><strategy><cross><port name="computed_mask" depth="0" /><port name="original_mask" depth="0" /></cross></strategy></iteration></iterationStrategyStack></processor><processor><name>generate_rt</name><inputPorts><port><name>input_img</name><depth>0</depth></port><port><name>ref</name><depth>0</depth></port></inputPorts><outputPorts><port><name>rt</name><depth>0</depth><granularDepth>0</granularDepth></port></outputPorts><annotations /><activities><activity><raven><group>net.sf.taverna.t2.activities</group><artifact>external-tool-activity</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.activities.externaltool.ExternalToolActivity</class><inputMap><map from="ref" to="ref" /><map from="input_img" to="input_img" /></inputMap><outputMap><map from="rt" to="rt" /></outputMap><configBean encoding="xstream"><net.sf.taverna.t2.activities.externaltool.ExternalToolActivityConfigurationBean xmlns="">
+</net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.RetryConfig></configBean></dispatchLayer><dispatchLayer><raven><group>net.sf.taverna.t2.core</group><artifact>workflowmodel-impl</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.Invoke</class><configBean encoding="xstream"><null xmlns="" /></configBean></dispatchLayer></dispatchStack><iterationStrategyStack><iteration><strategy><cross><port name="computed_mask" depth="0" /><port name="original_mask" depth="0" /></cross></strategy></iteration></iterationStrategyStack></processor><processor><name>norm_stage</name><inputPorts><port><name>target_std</name><depth>0</depth></port><port><name>target_mean</name><depth>0</depth></port><port><name>norm_input_rt</name><depth>0</depth></port></inputPorts><outputPorts><port><name>normalized_rt</name><depth>0</depth><granularDepth>0</granularDepth></port></outputPorts><annotations /><activities><activity><raven><group>net.sf.taverna.t2.activities</group><artifact>external-tool-activity</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.activities.externaltool.ExternalToolActivity</class><inputMap><map from="target_std" to="target_std" /><map from="norm_input_rt" to="norm_input_rt" /><map from="target_mean" to="target_mean" /></inputMap><outputMap><map from="normalized_rt" to="normalized_rt" /></outputMap><configBean encoding="xstream"><net.sf.taverna.t2.activities.externaltool.ExternalToolActivityConfigurationBean xmlns="">
   <mechanismType>789663B8-DA91-428A-9F7D-B3F3DA185FD4</mechanismType>
   <mechanismName>default local</mechanismName>
   <mechanismXML>&lt;?xml version="1.0" encoding="UTF-8"?&gt;&#xD;
 &lt;localInvocation&gt;&lt;shellPrefix&gt;/bin/sh -c&lt;/shellPrefix&gt;&lt;linkCommand&gt;/bin/ln -s %%PATH_TO_ORIGINAL%% %%TARGET_NAME%%&lt;/linkCommand&gt;&lt;/localInvocation&gt;&#xD;
 </mechanismXML>
-  <externaltoolid>cb1a8740-7b3a-4310-821e-90a3b3f089be</externaltoolid>
+  <externaltoolid>296c295f-3841-4f53-8cf8-563c608f67a1</externaltoolid>
   <useCaseDescription>
     <usecaseid />
     <description />
-    <command>convert2rt</command>
+    <command>NormalizationComp</command>
     <preparingTimeoutInSeconds>1200</preparingTimeoutInSeconds>
     <executionTimeoutInSeconds>1800</executionTimeoutInSeconds>
     <tags />
@@ -667,9 +591,23 @@
     <static__inputs />
     <inputs>
       <entry>
-        <string>ref</string>
+        <string>target_std</string>
+        <de.uni__luebeck.inb.knowarc.usecases.ScriptInputUser>
+          <tag>target_std</tag>
+          <file>true</file>
+          <tempFile>false</tempFile>
+          <binary>false</binary>
+          <charsetName>UTF-8</charsetName>
+          <forceCopy>false</forceCopy>
+          <list>false</list>
+          <concatenate>false</concatenate>
+          <mime />
+        </de.uni__luebeck.inb.knowarc.usecases.ScriptInputUser>
+      </entry>
+      <entry>
+        <string>norm_input_rt</string>
         <de.uni__luebeck.inb.knowarc.usecases.ScriptInputUser>
-          <tag>ref</tag>
+          <tag>norm_input_rt</tag>
           <file>true</file>
           <tempFile>false</tempFile>
           <binary>false</binary>
@@ -681,9 +619,9 @@
         </de.uni__luebeck.inb.knowarc.usecases.ScriptInputUser>
       </entry>
       <entry>
-        <string>input_img</string>
+        <string>target_mean</string>
         <de.uni__luebeck.inb.knowarc.usecases.ScriptInputUser>
-          <tag>input_img</tag>
+          <tag>target_mean</tag>
           <file>true</file>
           <tempFile>false</tempFile>
           <binary>false</binary>
@@ -697,7 +635,7 @@
     </inputs>
     <outputs>
       <entry>
-        <string>rt</string>
+        <string>normalized_rt</string>
         <de.uni__luebeck.inb.knowarc.usecases.ScriptOutput>
           <path>rt</path>
           <binary>false</binary>
@@ -720,13 +658,57 @@
   <initialDelay>1000</initialDelay>
   <maxDelay>5000</maxDelay>
   <maxRetries>0</maxRetries>
-</net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.RetryConfig></configBean></dispatchLayer><dispatchLayer><raven><group>net.sf.taverna.t2.core</group><artifact>workflowmodel-impl</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.Invoke</class><configBean encoding="xstream"><null xmlns="" /></configBean></dispatchLayer></dispatchStack><iterationStrategyStack><iteration><strategy><cross><port name="input_img" depth="0" /><port name="ref" depth="0" /></cross></strategy></iteration></iterationStrategyStack></processor></processors><conditions /><datalinks><datalink><sink type="processor"><processor>norm_stage</processor><port>target_mean</port></sink><source type="dataflow"><port>target_mean</port></source></datalink><datalink><sink type="processor"><processor>norm_stage</processor><port>target_std</port></sink><source type="dataflow"><port>target_std</port></source></datalink><datalink><sink type="processor"><processor>norm_stage</processor><port>norm_input_rt</port></sink><source type="processor"><processor>generate_rt</processor><port>rt</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>blue</port></sink><source type="dataflow"><port>blue</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>watershed_connectivity</port></sink><source type="dataflow"><port>watershedConnectivity</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>T2</port></sink><source type="dataflow"><port>T2</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>T1</port></sink><source type="dataflow"><port>T1</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>red</port></sink><source type="dataflow"><port>red</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>recon_connectivity</port></sink><source type="dataflow"><port>reconConnectivity</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>min_size_seg</port></sink><source type="dataflow"><port>minSizeSeg</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>min_size_pl</port></sink><source type="dataflow"><port>minSizePl</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>min_size</port></sink><source type="dataflow"><port>minSize</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>max_size_seg</port></sink><source type="dataflow"><port>maxSizeSeg</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>max_size</port></sink><source type="dataflow"><port>maxSize</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>green</port></sink><source type="dataflow"><port>green</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>G2</port></sink><source type="dataflow"><port>G2</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>G1</port></sink><source type="dataflow"><port>G1</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>fill_holes_connectivity</port></sink><source type="dataflow"><port>fillHolesConnectivity</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>seg_rt_inpt</port></sink><source type="processor"><processor>norm_stage</processor><port>normalized_rt</port></source></datalink><datalink><sink type="processor"><processor>diff_stage</processor><port>computed_mask</port></sink><source type="processor"><processor>segmentation</processor><port>segmented_rt</port></source></datalink><datalink><sink type="processor"><processor>diff_stage</processor><port>original_mask</port></sink><source type="processor"><processor>generate_rt</processor><port>rt</port></source></datalink><datalink><sink type="processor"><processor>generate_rt</processor><port>input_img</port></sink><source type="dataflow"><port>input_img</port></source></datalink><datalink><sink type="processor"><processor>generate_rt</processor><port>ref</port></sink><source type="dataflow"><port>input_ref_img</port></source></datalink><datalink><sink type="dataflow"><port>dif</port></sink><source type="processor"><processor>diff_stage</processor><port>diff</port></source></datalink></datalinks><annotations><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+</net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.RetryConfig></configBean></dispatchLayer><dispatchLayer><raven><group>net.sf.taverna.t2.core</group><artifact>workflowmodel-impl</artifact><version>1.5</version></raven><class>net.sf.taverna.t2.workflowmodel.processor.dispatch.layers.Invoke</class><configBean encoding="xstream"><null xmlns="" /></configBean></dispatchLayer></dispatchStack><iterationStrategyStack><iteration><strategy><cross><port name="target_mean" depth="0" /><port name="target_std" depth="0" /><port name="norm_input_rt" depth="0" /></cross></strategy></iteration></iterationStrategyStack></processor></processors><conditions /><datalinks><datalink><sink type="processor"><processor>segmentation</processor><port>blue</port></sink><source type="dataflow"><port>blue</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>watershed_connectivity</port></sink><source type="dataflow"><port>watershedConnectivity</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>T2</port></sink><source type="dataflow"><port>T2</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>T1</port></sink><source type="dataflow"><port>T1</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>red</port></sink><source type="dataflow"><port>red</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>recon_connectivity</port></sink><source type="dataflow"><port>reconConnectivity</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>min_size_seg</port></sink><source type="dataflow"><port>minSizeSeg</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>min_size_pl</port></sink><source type="dataflow"><port>minSizePl</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>min_size</port></sink><source type="dataflow"><port>minSize</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>max_size_seg</port></sink><source type="dataflow"><port>maxSizeSeg</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>max_size</port></sink><source type="dataflow"><port>maxSize</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>green</port></sink><source type="dataflow"><port>green</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>G2</port></sink><source type="dataflow"><port>G2</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>G1</port></sink><source type="dataflow"><port>G1</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>fill_holes_connectivity</port></sink><source type="dataflow"><port>fillHolesConnectivity</port></source></datalink><datalink><sink type="processor"><processor>segmentation</processor><port>seg_rt_inpt</port></sink><source type="processor"><processor>norm_stage</processor><port>normalized_rt</port></source></datalink><datalink><sink type="processor"><processor>diff_stage</processor><port>computed_mask</port></sink><source type="processor"><processor>segmentation</processor><port>segmented_rt</port></source></datalink><datalink><sink type="processor"><processor>diff_stage</processor><port>original_mask</port></sink><source type="dataflow"><port>input_ref_img</port></source></datalink><datalink><sink type="processor"><processor>norm_stage</processor><port>target_std</port></sink><source type="dataflow"><port>target_std</port></source></datalink><datalink><sink type="processor"><processor>norm_stage</processor><port>target_mean</port></sink><source type="dataflow"><port>target_mean</port></source></datalink><datalink><sink type="processor"><processor>norm_stage</processor><port>norm_input_rt</port></sink><source type="dataflow"><port>input_img</port></source></datalink><datalink><sink type="dataflow"><port>diff</port></sink><source type="processor"><processor>diff_stage</processor><port>diff</port></source></datalink></datalinks><annotations><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
-        <identification>93f65527-470e-4e46-a7ff-9a1413e71f9f</identification>
+        <identification>1a188d86-91e4-4897-a8a5-a03142eef0f8</identification>
       </annotationBean>
-      <date>2016-05-20 13:54:29.965 UTC</date>
+      <date>2016-06-20 23:56:57.458 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>c1cf530f-c89d-4ee8-a160-ce331a9dead3</identification>
+      </annotationBean>
+      <date>2016-05-18 19:38:37.813 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>cb447b8a-8474-49b1-8dab-9a719e926768</identification>
+      </annotationBean>
+      <date>2016-05-20 13:48:39.241 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>6473b4d3-502e-496c-89f6-8a408389305a</identification>
+      </annotationBean>
+      <date>2016-06-02 22:09:04.31 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>f5c7a265-91bb-4305-953a-8e4f5e1b3298</identification>
+      </annotationBean>
+      <date>2016-05-18 19:04:34.237 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -746,9 +728,9 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
-        <identification>46074bb5-bad6-4ab8-afb1-739d32dd54e1</identification>
+        <identification>b66815e8-6326-417f-98cd-ef2943539c0d</identification>
       </annotationBean>
-      <date>2016-05-18 20:20:31.495 UTC</date>
+      <date>2016-06-02 14:15:50.27 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -757,9 +739,9 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
-        <identification>d6aa8eee-7a14-474e-9ed5-2be48d2c8448</identification>
+        <identification>e11cf840-592d-45c5-91f4-9bee0c290087</identification>
       </annotationBean>
-      <date>2016-05-20 13:37:01.632 UTC</date>
+      <date>2016-06-02 21:57:13.800 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -768,9 +750,9 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
-        <identification>cb447b8a-8474-49b1-8dab-9a719e926768</identification>
+        <identification>baec5ea9-5092-4fc2-bbcd-9cf2278f1595</identification>
       </annotationBean>
-      <date>2016-05-20 13:48:39.241 UTC</date>
+      <date>2016-06-02 22:08:24.922 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -779,9 +761,9 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
-        <identification>c1430382-50c9-4c54-acb5-25155777d162</identification>
+        <identification>8ac2b23a-6026-4e5e-b258-2b812167c501</identification>
       </annotationBean>
-      <date>2016-05-20 14:33:23.558 UTC</date>
+      <date>2016-06-02 21:53:09.500 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -790,9 +772,75 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
-        <identification>0949901b-c406-4579-84c3-a009be46223b</identification>
+        <identification>7b655ea8-b73b-41c4-9f8e-17e124e1a40c</identification>
       </annotationBean>
-      <date>2016-05-20 14:33:44.973 UTC</date>
+      <date>2016-06-02 21:53:16.900 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>468be6a5-f2d1-4460-97c9-4701249f3cf4</identification>
+      </annotationBean>
+      <date>2016-05-25 18:18:23.603 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>5488af58-0bfb-408d-8e8d-d79f063e6505</identification>
+      </annotationBean>
+      <date>2016-06-02 22:09:38.310 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>93f65527-470e-4e46-a7ff-9a1413e71f9f</identification>
+      </annotationBean>
+      <date>2016-05-20 13:54:29.965 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>19217faf-08fd-4a5b-9074-52c0b1faa9cc</identification>
+      </annotationBean>
+      <date>2016-05-20 13:35:09.729 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>d9ff9e27-3833-4fd9-a646-2e36b8383ff2</identification>
+      </annotationBean>
+      <date>2016-06-02 22:15:36.871 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>6844b465-b4fa-4f55-9578-bc77cca2e1f5</identification>
+      </annotationBean>
+      <date>2016-06-03 00:47:34.249 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -808,6 +856,39 @@
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
   </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>0949901b-c406-4579-84c3-a009be46223b</identification>
+      </annotationBean>
+      <date>2016-05-20 14:33:44.973 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>d6aa8eee-7a14-474e-9ed5-2be48d2c8448</identification>
+      </annotationBean>
+      <date>2016-05-20 13:37:01.632 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>ba9886c8-b4ce-486b-ab1a-6dff1e5cd7ec</identification>
+      </annotationBean>
+      <date>2016-06-02 21:54:53.874 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
 </net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -823,9 +904,9 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
-        <identification>c1cf530f-c89d-4ee8-a160-ce331a9dead3</identification>
+        <identification>aed7eaab-48bd-44b3-acb1-fd26a7d89687</identification>
       </annotationBean>
-      <date>2016-05-18 19:38:37.813 UTC</date>
+      <date>2016-06-02 22:04:56.771 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -834,9 +915,9 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
-        <identification>19217faf-08fd-4a5b-9074-52c0b1faa9cc</identification>
+        <identification>a3777151-e985-413e-8270-f7b587bf46f4</identification>
       </annotationBean>
-      <date>2016-05-20 13:35:09.729 UTC</date>
+      <date>2016-06-02 22:08:10.303 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -845,9 +926,42 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
-        <identification>32989400-11c7-4dcb-8e09-b70e8c9c67e1</identification>
+        <identification>c1430382-50c9-4c54-acb5-25155777d162</identification>
       </annotationBean>
-      <date>2016-05-19 20:47:11.670 UTC</date>
+      <date>2016-05-20 14:33:23.558 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>bb6aedc8-1d80-4a13-b7cf-47d2872d791d</identification>
+      </annotationBean>
+      <date>2016-06-02 21:51:41.557 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>dd1638dd-820d-4ac4-9ff4-91856672f08a</identification>
+      </annotationBean>
+      <date>2016-06-02 22:10:26.838 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>7845d7af-905d-4036-8f20-e4d51beef2ed</identification>
+      </annotationBean>
+      <date>2016-06-02 22:05:15.287 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -863,6 +977,17 @@
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
   </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>46074bb5-bad6-4ab8-afb1-739d32dd54e1</identification>
+      </annotationBean>
+      <date>2016-05-18 20:20:31.495 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
 </net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
@@ -878,9 +1003,20 @@
   <annotationAssertions>
     <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
       <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
-        <identification>f5c7a265-91bb-4305-953a-8e4f5e1b3298</identification>
+        <identification>1a038ded-f352-4ead-afa8-7ccf891a5b0b</identification>
       </annotationBean>
-      <date>2016-05-18 19:04:34.237 UTC</date>
+      <date>2016-06-02 21:56:16.324 UTC</date>
+      <creators />
+      <curationEventList />
+    </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+  </annotationAssertions>
+</net.sf.taverna.t2.annotation.AnnotationChainImpl></annotation_chain_2_2><annotation_chain_2_2 encoding="xstream"><net.sf.taverna.t2.annotation.AnnotationChainImpl xmlns="">
+  <annotationAssertions>
+    <net.sf.taverna.t2.annotation.AnnotationAssertionImpl>
+      <annotationBean class="net.sf.taverna.t2.annotation.annotationbeans.IdentificationAssertion">
+        <identification>32989400-11c7-4dcb-8e09-b70e8c9c67e1</identification>
+      </annotationBean>
+      <date>2016-05-19 20:47:11.670 UTC</date>
       <creators />
       <curationEventList />
     </net.sf.taverna.t2.annotation.AnnotationAssertionImpl>

From 8859face75126dfe49465c3494577a142c6f8699 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 26 Sep 2016 21:43:25 -0300
Subject: [PATCH 55/87] Fixed the missing stage on merge bug.

---
 runtime/CMakeCache.txt                        | 580 +++++++++++++++++-
 .../PipelineManager.cpp                       | 130 ++--
 2 files changed, 654 insertions(+), 56 deletions(-)

diff --git a/runtime/CMakeCache.txt b/runtime/CMakeCache.txt
index 87ee0a3..afb6e44 100644
--- a/runtime/CMakeCache.txt
+++ b/runtime/CMakeCache.txt
@@ -1,5 +1,5 @@
 # This is the CMakeCache file.
-# For build in directory: /home/willian/mestrado/my/region-templates/runtime
+# For build in directory: /home/willian/mestrado/original/region-templates/runtime
 # It was generated by CMake: /usr/bin/cmake
 # You can edit this file to change values found and used by cmake.
 # If you do not want to change any of the values, simply exit the editor.
@@ -14,27 +14,603 @@
 # EXTERNAL cache entries
 ########################
 
+//Inform whether sample applications should be built
+BUILD_SAMPLE_APPLICTIONS:BOOL=ON
+
+//Path to a program.
+CMAKE_AR:FILEPATH=/usr/bin/ar
+
+//Choose the type of build, options are: None Debug Release RelWithDebInfo
+// MinSizeRel.
+CMAKE_BUILD_TYPE:STRING=Release
+
+//Enable/Disable color output during build.
+CMAKE_COLOR_MAKEFILE:BOOL=ON
+
+//CXX compiler.
+CMAKE_CXX_COMPILER:FILEPATH=/usr/bin/c++
+
+//Flags used by the compiler during all build types.
+CMAKE_CXX_FLAGS:STRING=-pg
+
+//Flags used by the compiler during debug builds.
+CMAKE_CXX_FLAGS_DEBUG:STRING=-g
+
+//Flags used by the compiler during release minsize builds.
+CMAKE_CXX_FLAGS_MINSIZEREL:STRING=-Os -DNDEBUG
+
+//Flags used by the compiler during release builds (/MD /Ob1 /Oi
+// /Ot /Oy /Gs will produce slightly less optimized but smaller
+// files).
+CMAKE_CXX_FLAGS_RELEASE:STRING=-O3 -DNDEBUG
+
+//Flags used by the compiler during Release with Debug Info builds.
+CMAKE_CXX_FLAGS_RELWITHDEBINFO:STRING=-O2 -g
+
+//C compiler.
+CMAKE_C_COMPILER:FILEPATH=/usr/bin/gcc
+
+//Flags used by the compiler during all build types.
+CMAKE_C_FLAGS:STRING=-pg
+
+//Flags used by the compiler during debug builds.
+CMAKE_C_FLAGS_DEBUG:STRING=-g
+
+//Flags used by the compiler during release minsize builds.
+CMAKE_C_FLAGS_MINSIZEREL:STRING=-Os -DNDEBUG
+
+//Flags used by the compiler during release builds (/MD /Ob1 /Oi
+// /Ot /Oy /Gs will produce slightly less optimized but smaller
+// files).
+CMAKE_C_FLAGS_RELEASE:STRING=-O3 -DNDEBUG
+
+//Flags used by the compiler during Release with Debug Info builds.
+CMAKE_C_FLAGS_RELWITHDEBINFO:STRING=-O2 -g
+
+//Flags used by the linker.
+CMAKE_EXE_LINKER_FLAGS:STRING=-pg
+
+//Flags used by the linker during debug builds.
+CMAKE_EXE_LINKER_FLAGS_DEBUG:STRING=-pg
+
+//Flags used by the linker during release minsize builds.
+CMAKE_EXE_LINKER_FLAGS_MINSIZEREL:STRING=-pg
+
+//Flags used by the linker during release builds.
+CMAKE_EXE_LINKER_FLAGS_RELEASE:STRING=-pg
+
+//Flags used by the linker during Release with Debug Info builds.
+CMAKE_EXE_LINKER_FLAGS_RELWITHDEBINFO:STRING=-pg
+
+//Enable/Disable output of compile commands during generation.
+CMAKE_EXPORT_COMPILE_COMMANDS:BOOL=OFF
+
+//Install path prefix, prepended onto install directories.
+CMAKE_INSTALL_PREFIX:PATH=/usr/local
+
+//Path to a program.
+CMAKE_LINKER:FILEPATH=/usr/bin/ld
+
+//Path to a program.
+CMAKE_MAKE_PROGRAM:FILEPATH=/usr/bin/make
+
+//Flags used by the linker during the creation of modules.
+CMAKE_MODULE_LINKER_FLAGS:STRING=-pg
+
+//Flags used by the linker during debug builds.
+CMAKE_MODULE_LINKER_FLAGS_DEBUG:STRING=-pg
+
+//Flags used by the linker during release minsize builds.
+CMAKE_MODULE_LINKER_FLAGS_MINSIZEREL:STRING=-pg
+
+//Flags used by the linker during release builds.
+CMAKE_MODULE_LINKER_FLAGS_RELEASE:STRING=-pg
+
+//Flags used by the linker during Release with Debug Info builds.
+CMAKE_MODULE_LINKER_FLAGS_RELWITHDEBINFO:STRING=-pg
+
+//Path to a program.
+CMAKE_NM:FILEPATH=/usr/bin/nm
+
+//Path to a program.
+CMAKE_OBJCOPY:FILEPATH=/usr/bin/objcopy
+
+//Path to a program.
+CMAKE_OBJDUMP:FILEPATH=/usr/bin/objdump
+
+//Value Computed by CMake
+CMAKE_PROJECT_NAME:STATIC=Runtime
+
+//Path to a program.
+CMAKE_RANLIB:FILEPATH=/usr/bin/ranlib
+
+//Flags used by the linker during the creation of dll's.
+CMAKE_SHARED_LINKER_FLAGS:STRING=-pg
+
+//Flags used by the linker during debug builds.
+CMAKE_SHARED_LINKER_FLAGS_DEBUG:STRING=-pg
+
+//Flags used by the linker during release minsize builds.
+CMAKE_SHARED_LINKER_FLAGS_MINSIZEREL:STRING=-pg
+
+//Flags used by the linker during release builds.
+CMAKE_SHARED_LINKER_FLAGS_RELEASE:STRING=-pg
+
+//Flags used by the linker during Release with Debug Info builds.
+CMAKE_SHARED_LINKER_FLAGS_RELWITHDEBINFO:STRING=-pg
+
+//If set, runtime paths are not added when using shared libraries.
+CMAKE_SKIP_RPATH:BOOL=NO
+
+//Path to a program.
+CMAKE_STRIP:FILEPATH=/usr/bin/strip
+
+//If true, cmake will use relative paths in makefiles and projects.
+CMAKE_USE_RELATIVE_PATHS:BOOL=OFF
+
+//If this value is on, makefiles will be generated without the
+// .SILENT directive, and all commands will be echoed to the console
+// during the make.  This is useful for debugging only. With Visual
+// Studio IDE projects all commands are done without /nologo.
+CMAKE_VERBOSE_MAKEFILE:BOOL=FALSE
+
+//Value Computed by CMake
+ExamplesRT_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates/examples
+
+//Value Computed by CMake
+ExamplesRT_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates/examples
+
+//Value Computed by CMake
+ExamplesSys_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/examples
+
+//Value Computed by CMake
+ExamplesSys_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/examples
+
+//Value Computed by CMake
+ExecEngine_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager
+
+//Value Computed by CMake
+ExecEngine_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager
+
+//Value Computed by CMake
+HelloWorldRT_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates/examples/HelloWorldRT
+
+//Value Computed by CMake
+HelloWorldRT_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates/examples/HelloWorldRT
+
+//Value Computed by CMake
+HelloWorldSys_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/examples/HelloWorld
+
+//Value Computed by CMake
+HelloWorldSys_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/examples/HelloWorld
+
+//Value Computed by CMake
+Hello_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/hello
+
+//Value Computed by CMake
+Hello_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/hello
+
+//Executable for running MPI programs.
+MPIEXEC:FILEPATH=/usr/bin/mpiexec
+
+//Maximum number of processors available to run MPI applications.
+MPIEXEC_MAX_NUMPROCS:STRING=2
+
+//Flag used by MPI to specify the number of processes for MPIEXEC;
+// the next option will be the number of processes.
+MPIEXEC_NUMPROC_FLAG:STRING=-np
+
+//These flags will come after all flags given to MPIEXEC.
+MPIEXEC_POSTFLAGS:STRING=
+
+//These flags will be directly before the executable that is being
+// run by MPIEXEC.
+MPIEXEC_PREFLAGS:STRING=
+
+//Cleared
+MPI_CXX_COMPILER:FILEPATH=/usr/bin/mpicxx
+
+//MPI CXX compilation flags
+MPI_CXX_COMPILE_FLAGS:STRING=-pg
+
+//MPI CXX include path
+MPI_CXX_INCLUDE_PATH:STRING=/usr/lib/openmpi/include;/usr/lib/openmpi/include/openmpi
+
+//MPI CXX libraries to link against
+MPI_CXX_LIBRARIES:STRING=/usr/lib/openmpi/lib/libmpi_cxx.so;/usr/lib/openmpi/lib/libmpi.so;/usr/lib/openmpi/lib/libopen-rte.so;/usr/lib/openmpi/lib/libopen-pal.so;/usr/lib/x86_64-linux-gnu/libdl.so;/usr/lib/x86_64-linux-gnu/libnsl.so;/usr/lib/x86_64-linux-gnu/libutil.so;/usr/lib/x86_64-linux-gnu/libm.so;/usr/lib/x86_64-linux-gnu/libdl.so
+
+//MPI CXX linking flags
+MPI_CXX_LINK_FLAGS:STRING= -Wl,--export-dynamic,-pg
+
+//Cleared
+MPI_C_COMPILER:FILEPATH=/usr/bin/mpicc
+
+//MPI C compilation flags
+MPI_C_COMPILE_FLAGS:STRING=-pg
+
+//MPI C include path
+MPI_C_INCLUDE_PATH:STRING=/usr/lib/openmpi/include;/usr/lib/openmpi/include/openmpi
+
+//MPI C libraries to link against
+MPI_C_LIBRARIES:STRING=/usr/lib/openmpi/lib/libmpi.so;/usr/lib/openmpi/lib/libopen-rte.so;/usr/lib/openmpi/lib/libopen-pal.so;/usr/lib/x86_64-linux-gnu/libdl.so;/usr/lib/x86_64-linux-gnu/libnsl.so;/usr/lib/x86_64-linux-gnu/libutil.so;/usr/lib/x86_64-linux-gnu/libm.so;/usr/lib/x86_64-linux-gnu/libdl.so
+
+//MPI C linking flags
+MPI_C_LINK_FLAGS:STRING= -Wl,--export-dynamic,-pg
+
+//Extra MPI libraries to link against
+MPI_EXTRA_LIBRARY:STRING=/usr/lib/openmpi/lib/libmpi.so;/usr/lib/openmpi/lib/libopen-rte.so;/usr/lib/openmpi/lib/libopen-pal.so;/usr/lib/x86_64-linux-gnu/libdl.so;/usr/lib/x86_64-linux-gnu/libnsl.so;/usr/lib/x86_64-linux-gnu/libutil.so;/usr/lib/x86_64-linux-gnu/libm.so;/usr/lib/x86_64-linux-gnu/libdl.so
+
+//MPI library to link against
+MPI_LIBRARY:FILEPATH=/usr/lib/openmpi/lib/libmpi_cxx.so
+
+//Path to a file.
+NSCALE_BUILD_DIR:PATH=/home/willian/mestrado/my/nscale/build
+
+//Path to a file.
+NSCALE_SRC_DIR:PATH=/home/willian/mestrado/my/nscale/src
+
+//Path where debug 3rdpaty OpenCV dependencies are located
+OpenCV_3RDPARTY_LIB_DIR_DBG:PATH=
+
+//Path where release 3rdpaty OpenCV dependencies are located
+OpenCV_3RDPARTY_LIB_DIR_OPT:PATH=
+
+OpenCV_CONFIG_PATH:FILEPATH=/home/willian/git/opencv-2.4.9/build
+
+//The directory containing a CMake configuration file for OpenCV.
+OpenCV_DIR:PATH=/home/willian/git/opencv-2.4.9/build
+
+//Path where debug OpenCV libraries are located
+OpenCV_LIB_DIR_DBG:PATH=
+
+//Path where release OpenCV libraries are located
+OpenCV_LIB_DIR_OPT:PATH=
+
+//Value Computed by CMake
+PipelineRTFS-SF_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates/examples/PipelineRTFS-SF
+
+//Value Computed by CMake
+PipelineRTFS-SF_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates/examples/PipelineRTFS-SF
+
+//Value Computed by CMake
+PipelineTasks_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/examples/PipelineTasks
+
+//Value Computed by CMake
+PipelineTasks_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/examples/PipelineTasks
+
+//Enable compilation of Region Templates examples
+RTEMPLATES_EXAMPLES:BOOL=ON
+
+//Enable compilation of Region Templates unit tests
+RTEMPLATES_UNIT_TESTS:BOOL=OFF
+
+//Enable compilation of NScale example with Parameter Study
+RT_PARAMETER_STUDY_NSCALE_EXAMPLE:BOOL=OFF
+
+//Enable compilation of Yi's example with Parameter Study
+RT_PARAMETER_STUDY_YI_EXAMPLE:BOOL=OFF
+
+//Enable compilation of NScale example with tuning
+RT_TUNING_NSCALE_EXAMPLE:BOOL=OFF
+
+//Enable compilation of Yi's examples with tuning
+RT_TUNING_YI_EXAMPLE:BOOL=OFF
+
+//Value Computed by CMake
+RegionTemplate_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates
+
+//Value Computed by CMake
+RegionTemplate_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates
+
+//Value Computed by CMake
+Runtime_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime
+
+//Value Computed by CMake
+Runtime_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime
+
+//Value Computed by CMake
+SystemTests_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/tests
+
+//Value Computed by CMake
+SystemTests_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/tests
+
+//Value Computed by CMake
+TaskDependency_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/taskDependency
+
+//Value Computed by CMake
+TaskDependency_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/taskDependency
+
+//Value Computed by CMake
+Tests_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/tests
+
+//Value Computed by CMake
+Tests_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/tests
+
+//Include compilation of Activer Harmony
+USE_ACTIVE_HARMONY:BOOL=OFF
+
+//Include NVidia CUDA Runtime support
+USE_CUDA:BOOL=OFF
+
+//Include support for Data Spaces in the Region Templates framework
+USE_DATA_SPACES:BOOL=OFF
+
+//Enable use of fine grain segmentation tasks of NScale for tuning
+// optimization
+USE_FINE_GRAIN_SEG_TASKS:BOOL=ON
+
+//Compile HadoopGIS examples (Requires Hadoopgis)
+USE_HADOOPGIS:BOOL=OFF
+
+//Include compilation of the Region Templates framework
+USE_REGION_TEMPLATES:BOOL=ON
+
+//Value Computed by CMake
+abc_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/abc
+
+//Value Computed by CMake
+abc_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/abc
+
+//Value Computed by CMake
+abcde_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/abcde
+
+//Value Computed by CMake
+abcde_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/abcde
+
+//Dependencies for the target
+componentsPipeTasks_LIB_DEPENDS:STATIC=general;runtimesystem;
+
+//Dependencies for the target
+components_LIB_DEPENDS:STATIC=general;runtimesystem;
+
+//Dependencies for the target
+componentsrt_LIB_DEPENDS:STATIC=general;runtimesystem;general;regiontemplates;general;segment;general;featuresAll;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;
+
+//Dependencies for the target
+componentsrtfs_LIB_DEPENDS:STATIC=general;runtimesystem;general;regiontemplates;general;segment;general;featuresAll;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;
+
+//Dependencies for the target
+execengine_LIB_DEPENDS:STATIC=general;-lpthread;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;
+
+//Path to a program.
+file_cmd:FILEPATH=/usr/bin/file
+
+//Dependencies for the target
+regiontemplates_LIB_DEPENDS:STATIC=general;/usr/lib/openmpi/lib/libmpi_cxx.so;general;/usr/lib/openmpi/lib/libmpi.so;general;/usr/lib/openmpi/lib/libopen-rte.so;general;/usr/lib/openmpi/lib/libopen-pal.so;general;/usr/lib/x86_64-linux-gnu/libdl.so;general;/usr/lib/x86_64-linux-gnu/libnsl.so;general;/usr/lib/x86_64-linux-gnu/libutil.so;general;/usr/lib/x86_64-linux-gnu/libm.so;general;/usr/lib/x86_64-linux-gnu/libdl.so;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;
+
+//Dependencies for the target
+runtimesystem_LIB_DEPENDS:STATIC=general;/usr/lib/openmpi/lib/libmpi_cxx.so;general;/usr/lib/openmpi/lib/libmpi.so;general;/usr/lib/openmpi/lib/libopen-rte.so;general;/usr/lib/openmpi/lib/libopen-pal.so;general;/usr/lib/x86_64-linux-gnu/libdl.so;general;/usr/lib/x86_64-linux-gnu/libnsl.so;general;/usr/lib/x86_64-linux-gnu/libutil.so;general;/usr/lib/x86_64-linux-gnu/libm.so;general;/usr/lib/x86_64-linux-gnu/libdl.so;general;execengine;general;regiontemplates;
+
 
 ########################
 # INTERNAL cache entries
 ########################
 
+//ADVANCED property for variable: CMAKE_AR
+CMAKE_AR-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_BUILD_TOOL
+CMAKE_BUILD_TOOL-ADVANCED:INTERNAL=1
+//What is the target build tool cmake is generating for.
+CMAKE_BUILD_TOOL:INTERNAL=/usr/bin/make
 //This is the directory where this CMakeCache.txt was created
-CMAKE_CACHEFILE_DIR:INTERNAL=/home/willian/mestrado/my/region-templates/runtime
+CMAKE_CACHEFILE_DIR:INTERNAL=/home/willian/mestrado/original/region-templates/runtime
 //Major version of cmake used to create the current loaded cache
 CMAKE_CACHE_MAJOR_VERSION:INTERNAL=2
 //Minor version of cmake used to create the current loaded cache
 CMAKE_CACHE_MINOR_VERSION:INTERNAL=8
 //Patch version of cmake used to create the current loaded cache
 CMAKE_CACHE_PATCH_VERSION:INTERNAL=7
+//ADVANCED property for variable: CMAKE_COLOR_MAKEFILE
+CMAKE_COLOR_MAKEFILE-ADVANCED:INTERNAL=1
 //Path to CMake executable.
 CMAKE_COMMAND:INTERNAL=/usr/bin/cmake
 //Path to cpack program executable.
 CMAKE_CPACK_COMMAND:INTERNAL=/usr/bin/cpack
 //Path to ctest program executable.
 CMAKE_CTEST_COMMAND:INTERNAL=/usr/bin/ctest
+//ADVANCED property for variable: CMAKE_CXX_COMPILER
+CMAKE_CXX_COMPILER-ADVANCED:INTERNAL=1
+CMAKE_CXX_COMPILER_WORKS:INTERNAL=1
+//ADVANCED property for variable: CMAKE_CXX_FLAGS
+CMAKE_CXX_FLAGS-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_CXX_FLAGS_DEBUG
+CMAKE_CXX_FLAGS_DEBUG-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_CXX_FLAGS_MINSIZEREL
+CMAKE_CXX_FLAGS_MINSIZEREL-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_CXX_FLAGS_RELEASE
+CMAKE_CXX_FLAGS_RELEASE-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_CXX_FLAGS_RELWITHDEBINFO
+CMAKE_CXX_FLAGS_RELWITHDEBINFO-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_C_COMPILER
+CMAKE_C_COMPILER-ADVANCED:INTERNAL=1
+CMAKE_C_COMPILER_WORKS:INTERNAL=1
+//ADVANCED property for variable: CMAKE_C_FLAGS
+CMAKE_C_FLAGS-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_C_FLAGS
+CMAKE_C_FLAGS-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_C_FLAGS_DEBUG
+CMAKE_C_FLAGS_DEBUG-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_C_FLAGS_MINSIZEREL
+CMAKE_C_FLAGS_MINSIZEREL-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_C_FLAGS_RELEASE
+CMAKE_C_FLAGS_RELEASE-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_C_FLAGS_RELWITHDEBINFO
+CMAKE_C_FLAGS_RELWITHDEBINFO-ADVANCED:INTERNAL=1
+//Result of TRY_COMPILE
+CMAKE_DETERMINE_CXX_ABI_COMPILED:INTERNAL=TRUE
+//Result of TRY_COMPILE
+CMAKE_DETERMINE_C_ABI_COMPILED:INTERNAL=TRUE
 //Path to cache edit program executable.
 CMAKE_EDIT_COMMAND:INTERNAL=/usr/bin/ccmake
+//Executable file format
+CMAKE_EXECUTABLE_FORMAT:INTERNAL=ELF
+//ADVANCED property for variable: CMAKE_EXE_LINKER_FLAGS
+CMAKE_EXE_LINKER_FLAGS-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_EXE_LINKER_FLAGS
+CMAKE_EXE_LINKER_FLAGS-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_EXE_LINKER_FLAGS_DEBUG
+CMAKE_EXE_LINKER_FLAGS_DEBUG-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_EXE_LINKER_FLAGS_DEBUG
+CMAKE_EXE_LINKER_FLAGS_DEBUG-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_EXE_LINKER_FLAGS_MINSIZEREL
+CMAKE_EXE_LINKER_FLAGS_MINSIZEREL-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_EXE_LINKER_FLAGS_MINSIZEREL
+CMAKE_EXE_LINKER_FLAGS_MINSIZEREL-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_EXE_LINKER_FLAGS_RELEASE
+CMAKE_EXE_LINKER_FLAGS_RELEASE-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_EXE_LINKER_FLAGS_RELEASE
+CMAKE_EXE_LINKER_FLAGS_RELEASE-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_EXE_LINKER_FLAGS_RELWITHDEBINFO
+CMAKE_EXE_LINKER_FLAGS_RELWITHDEBINFO-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_EXE_LINKER_FLAGS_RELWITHDEBINFO
+CMAKE_EXE_LINKER_FLAGS_RELWITHDEBINFO-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_EXPORT_COMPILE_COMMANDS
+CMAKE_EXPORT_COMPILE_COMMANDS-ADVANCED:INTERNAL=1
+//Name of generator.
+CMAKE_GENERATOR:INTERNAL=Unix Makefiles
+//Have library pthreads
+CMAKE_HAVE_PTHREADS_CREATE:INTERNAL=
+//Have library pthread
+CMAKE_HAVE_PTHREAD_CREATE:INTERNAL=1
+//Have include CMAKE_HAVE_PTHREAD_H
+CMAKE_HAVE_PTHREAD_H:INTERNAL=1
+//Start directory with the top level CMakeLists.txt file for this
+// project
+CMAKE_HOME_DIRECTORY:INTERNAL=/home/willian/mestrado/original/region-templates/runtime
+//Install .so files without execute permission.
+CMAKE_INSTALL_SO_NO_EXE:INTERNAL=1
+//ADVANCED property for variable: CMAKE_LINKER
+CMAKE_LINKER-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_MAKE_PROGRAM
+CMAKE_MAKE_PROGRAM-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_MODULE_LINKER_FLAGS
+CMAKE_MODULE_LINKER_FLAGS-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_MODULE_LINKER_FLAGS
+CMAKE_MODULE_LINKER_FLAGS-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_MODULE_LINKER_FLAGS_DEBUG
+CMAKE_MODULE_LINKER_FLAGS_DEBUG-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_MODULE_LINKER_FLAGS_DEBUG
+CMAKE_MODULE_LINKER_FLAGS_DEBUG-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_MODULE_LINKER_FLAGS_MINSIZEREL
+CMAKE_MODULE_LINKER_FLAGS_MINSIZEREL-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_MODULE_LINKER_FLAGS_MINSIZEREL
+CMAKE_MODULE_LINKER_FLAGS_MINSIZEREL-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_MODULE_LINKER_FLAGS_RELEASE
+CMAKE_MODULE_LINKER_FLAGS_RELEASE-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_MODULE_LINKER_FLAGS_RELEASE
+CMAKE_MODULE_LINKER_FLAGS_RELEASE-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_MODULE_LINKER_FLAGS_RELWITHDEBINFO
+CMAKE_MODULE_LINKER_FLAGS_RELWITHDEBINFO-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_MODULE_LINKER_FLAGS_RELWITHDEBINFO
+CMAKE_MODULE_LINKER_FLAGS_RELWITHDEBINFO-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_NM
+CMAKE_NM-ADVANCED:INTERNAL=1
+//number of local generators
+CMAKE_NUMBER_OF_LOCAL_GENERATORS:INTERNAL=15
+//ADVANCED property for variable: CMAKE_OBJCOPY
+CMAKE_OBJCOPY-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_OBJDUMP
+CMAKE_OBJDUMP-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_RANLIB
+CMAKE_RANLIB-ADVANCED:INTERNAL=1
 //Path to CMake installation.
 CMAKE_ROOT:INTERNAL=/usr/share/cmake-2.8
+//ADVANCED property for variable: CMAKE_SHARED_LINKER_FLAGS
+CMAKE_SHARED_LINKER_FLAGS-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_SHARED_LINKER_FLAGS
+CMAKE_SHARED_LINKER_FLAGS-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_SHARED_LINKER_FLAGS_DEBUG
+CMAKE_SHARED_LINKER_FLAGS_DEBUG-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_SHARED_LINKER_FLAGS_DEBUG
+CMAKE_SHARED_LINKER_FLAGS_DEBUG-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_SHARED_LINKER_FLAGS_MINSIZEREL
+CMAKE_SHARED_LINKER_FLAGS_MINSIZEREL-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_SHARED_LINKER_FLAGS_MINSIZEREL
+CMAKE_SHARED_LINKER_FLAGS_MINSIZEREL-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_SHARED_LINKER_FLAGS_RELEASE
+CMAKE_SHARED_LINKER_FLAGS_RELEASE-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_SHARED_LINKER_FLAGS_RELEASE
+CMAKE_SHARED_LINKER_FLAGS_RELEASE-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_SHARED_LINKER_FLAGS_RELWITHDEBINFO
+CMAKE_SHARED_LINKER_FLAGS_RELWITHDEBINFO-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: CMAKE_SHARED_LINKER_FLAGS_RELWITHDEBINFO
+CMAKE_SHARED_LINKER_FLAGS_RELWITHDEBINFO-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: CMAKE_SKIP_RPATH
+CMAKE_SKIP_RPATH-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_STRIP
+CMAKE_STRIP-ADVANCED:INTERNAL=1
+//uname command
+CMAKE_UNAME:INTERNAL=/bin/uname
+//ADVANCED property for variable: CMAKE_USE_RELATIVE_PATHS
+CMAKE_USE_RELATIVE_PATHS-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: CMAKE_VERBOSE_MAKEFILE
+CMAKE_VERBOSE_MAKEFILE-ADVANCED:INTERNAL=1
+//Details about finding MPI_C
+FIND_PACKAGE_MESSAGE_DETAILS_MPI_C:INTERNAL=[/usr/lib/openmpi/lib/libmpi.so;/usr/lib/openmpi/lib/libopen-rte.so;/usr/lib/openmpi/lib/libopen-pal.so;/usr/lib/x86_64-linux-gnu/libdl.so;/usr/lib/x86_64-linux-gnu/libnsl.so;/usr/lib/x86_64-linux-gnu/libutil.so;/usr/lib/x86_64-linux-gnu/libm.so;/usr/lib/x86_64-linux-gnu/libdl.so][/usr/lib/openmpi/include;/usr/lib/openmpi/include/openmpi][v()]
+//Details about finding MPI_CXX
+FIND_PACKAGE_MESSAGE_DETAILS_MPI_CXX:INTERNAL=[/usr/lib/openmpi/lib/libmpi_cxx.so;/usr/lib/openmpi/lib/libmpi.so;/usr/lib/openmpi/lib/libopen-rte.so;/usr/lib/openmpi/lib/libopen-pal.so;/usr/lib/x86_64-linux-gnu/libdl.so;/usr/lib/x86_64-linux-gnu/libnsl.so;/usr/lib/x86_64-linux-gnu/libutil.so;/usr/lib/x86_64-linux-gnu/libm.so;/usr/lib/x86_64-linux-gnu/libdl.so][/usr/lib/openmpi/include;/usr/lib/openmpi/include/openmpi][v()]
+//Details about finding Threads
+FIND_PACKAGE_MESSAGE_DETAILS_Threads:INTERNAL=[TRUE][v()]
+//ADVANCED property for variable: MPIEXEC
+MPIEXEC-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: MPIEXEC_MAX_NUMPROCS
+MPIEXEC_MAX_NUMPROCS-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: MPIEXEC_NUMPROC_FLAG
+MPIEXEC_NUMPROC_FLAG-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: MPIEXEC_POSTFLAGS
+MPIEXEC_POSTFLAGS-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: MPIEXEC_PREFLAGS
+MPIEXEC_PREFLAGS-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: MPI_CXX_COMPILER
+MPI_CXX_COMPILER-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: MPI_CXX_COMPILE_FLAGS
+MPI_CXX_COMPILE_FLAGS-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: MPI_CXX_COMPILE_FLAGS
+MPI_CXX_COMPILE_FLAGS-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: MPI_CXX_INCLUDE_PATH
+MPI_CXX_INCLUDE_PATH-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: MPI_CXX_LIBRARIES
+MPI_CXX_LIBRARIES-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: MPI_CXX_LINK_FLAGS
+MPI_CXX_LINK_FLAGS-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: MPI_CXX_LINK_FLAGS
+MPI_CXX_LINK_FLAGS-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: MPI_C_COMPILER
+MPI_C_COMPILER-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: MPI_C_COMPILE_FLAGS
+MPI_C_COMPILE_FLAGS-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: MPI_C_COMPILE_FLAGS
+MPI_C_COMPILE_FLAGS-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: MPI_C_INCLUDE_PATH
+MPI_C_INCLUDE_PATH-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: MPI_C_LIBRARIES
+MPI_C_LIBRARIES-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: MPI_C_LINK_FLAGS
+MPI_C_LINK_FLAGS-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: MPI_C_LINK_FLAGS
+MPI_C_LINK_FLAGS-MODIFIED:INTERNAL=ON
+//Scratch variable for MPI header detection
+MPI_HEADER_PATH:INTERNAL=MPI_HEADER_PATH-NOTFOUND
+//Scratch variable for MPI lib detection
+MPI_LIB:INTERNAL=MPI_LIB-NOTFOUND
+//MODIFIED property for variable: NSCALE_BUILD_DIR
+NSCALE_BUILD_DIR-MODIFIED:INTERNAL=ON
+//MODIFIED property for variable: NSCALE_SRC_DIR
+NSCALE_SRC_DIR-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: OpenCV_3RDPARTY_LIB_DIR_DBG
+OpenCV_3RDPARTY_LIB_DIR_DBG-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: OpenCV_3RDPARTY_LIB_DIR_OPT
+OpenCV_3RDPARTY_LIB_DIR_OPT-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: OpenCV_CONFIG_PATH
+OpenCV_CONFIG_PATH-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: OpenCV_DIR
+OpenCV_DIR-MODIFIED:INTERNAL=ON
+//ADVANCED property for variable: OpenCV_LIB_DIR_DBG
+OpenCV_LIB_DIR_DBG-ADVANCED:INTERNAL=1
+//ADVANCED property for variable: OpenCV_LIB_DIR_OPT
+OpenCV_LIB_DIR_OPT-ADVANCED:INTERNAL=1
+//MODIFIED property for variable: RTEMPLATES_EXAMPLES
+RTEMPLATES_EXAMPLES-MODIFIED:INTERNAL=ON
+//MODIFIED property for variable: USE_FINE_GRAIN_SEG_TASKS
+USE_FINE_GRAIN_SEG_TASKS-MODIFIED:INTERNAL=ON
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 4cc014a..a77c94f 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -270,10 +270,21 @@ int main(int argc, char* argv[]) {
 	add_arguments_to_stages(expanded_stages, expanded_args, rt);
 
 	map<int, PipelineComponentBase*> merged_stages;
-	int size = 3;
-	MPI_Comm_size(MPI_COMM_WORLD, &size);
+	int size = 30;
+	// MPI_Comm_size(MPI_COMM_WORLD, &size);
 	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size-1);
 
+	cout << endl<< "merged-fine before deps resolution: " << endl;
+	for (pair<int, PipelineComponentBase*> p : merged_stages) {
+		string s = p.second->reused!=NULL?" - reused":"";
+		cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
+		cout << "\ttasks: " << endl;
+		for (ReusableTask* t : p.second->tasks) {
+			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+			cout << "\t\t\tparent_task: " << t->parentTask << endl;
+		}
+	}
+
 	// resolve dependencies of reused stages
 	for (pair<int, PipelineComponentBase*> p : merged_stages) {
 		// add correct stage dependencies 
@@ -320,7 +331,6 @@ int main(int argc, char* argv[]) {
 		for (ReusableTask* t : p.second->tasks) {
 			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
 			cout << "\t\t\tparent_task: " << t->parentTask << endl;
-			t->print();
 		}
 	}
 
@@ -1820,6 +1830,61 @@ list<list<PipelineComponentBase*>> montecarlo_cut(list<PipelineComponentBase*> r
 	return ret;
 }
 
+void montecarlo_dep(int n, list<PipelineComponentBase*> c1, list<PipelineComponentBase*> c2,
+	const map<int, PipelineComponentBase*> &all_stages, map<int, ArgumentBase*> &args,
+	map<string, list<ArgumentBase*>> ref, float &best_mksp, float &best_var,
+	pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> &best_cut) {
+
+	cout << "[montecarlo_recursive_cut] n=" << n << " running cut" << endl;
+	cout << "\tc1 - cost=" << calc_stage_proc(c1, args, ref) << ":" << endl;
+	for (PipelineComponentBase* s : c1)
+		cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
+	cout << "\tc2 - cost=" << calc_stage_proc(c2, args, ref) << ":" << endl;
+	for (PipelineComponentBase* s : c2)
+		cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
+	
+	list<list<PipelineComponentBase*>> c = montecarlo_cut(c2, all_stages, n-1, args, ref);
+	
+	// calculates i cut cost with rest c
+	cout << "[montecarlo_cut] n=" << n << "ret:" << endl;
+	int ii=0;
+	// mksp selection metric
+	float mksp;
+	float max_mksp = calc_stage_proc(c1, args, ref);
+	float avg = calc_stage_proc(c1, args, ref);
+	for (list<PipelineComponentBase*> bucket : c) {
+		mksp = calc_stage_proc(bucket, args, ref);
+		avg += mksp;
+		if (mksp > max_mksp)
+			max_mksp = mksp;
+		cout << "\tb" << ii++ << " - mksp=" << mksp<< endl;
+		for (PipelineComponentBase* s : bucket)
+			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
+	}
+
+	// standard deviation selection metric
+	avg /= (c.size()+1);
+	float var = (calc_stage_proc(c1, args, ref)-avg)*(calc_stage_proc(c1, args, ref)-avg);
+	for (list<PipelineComponentBase*> bucket : c) {
+		mksp = calc_stage_proc(bucket, args, ref);
+		var += (mksp-avg)*(mksp-avg);
+	}
+	var /= (c.size()+1);
+
+	cout << "with mksp=" << max_mksp << endl;
+	cout << "with var=" << var << endl;
+
+	// updates best cut, if this is the case
+	if (max_mksp < best_mksp || (max_mksp == best_mksp && var < best_var)) {
+		best_mksp = max_mksp;
+		best_var = var;
+		list<PipelineComponentBase*> flat_c;
+		for (list<PipelineComponentBase*> bucket : c)
+			flat_c.insert(flat_c.begin(), bucket.begin(), bucket.end());
+		best_cut = pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>(c1, flat_c);
+	}
+}
+
 list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineComponentBase*> rem, 
 	const map<int, PipelineComponentBase*> &all_stages, int n, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
 
@@ -1832,7 +1897,7 @@ list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineCompone
 	cout << "[montecarlo_recursive_cut] n=" << n << endl;
 
 	// stoping condition
-	if (n == 1) {
+	if (n == 1 || rem.size() == 1) {
 		final_cut.emplace_back(rem);
 		cout << "[montecarlo_recursive_cut] n=" << n << " retuned1" << endl;
 		cout << "\tb0" << endl;
@@ -1876,54 +1941,8 @@ list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineCompone
 	// runs all dependencies a la montecarlo
 	for (list<pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>>::iterator i=current_cuts.begin();
 			i!=current_cuts.end(); i++) {
-		cout << "[montecarlo_recursive_cut] n=" << n << " running cut" << endl;
-		cout << "\tc1 - cost=" << calc_stage_proc(i->first, args, ref) << ":" << endl;
-		for (PipelineComponentBase* s : i->first)
-			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
-		cout << "\tc2 - cost=" << calc_stage_proc(i->second, args, ref) << ":" << endl;
-		for (PipelineComponentBase* s : i->second)
-			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
-		
-		list<list<PipelineComponentBase*>> c = montecarlo_cut(i->second, all_stages, n-1, args, ref);
-		
-		// calculates i cut cost with rest c
-		cout << "[montecarlo_cut] n=" << n << "ret:" << endl;
-		int ii=0;
-		// mksp selection metric
-		float mksp;
-		float max_mksp = calc_stage_proc(i->first, args, ref);
-		float avg = calc_stage_proc(i->first, args, ref);
-		for (list<PipelineComponentBase*> bucket : c) {
-			mksp = calc_stage_proc(bucket, args, ref);
-			avg += mksp;
-			if (mksp > max_mksp)
-				max_mksp = mksp;
-			cout << "\tb" << ii++ << " - mksp=" << mksp<< endl;
-			for (PipelineComponentBase* s : bucket)
-				cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
-		}
-
-		// standard deviation selection metric
-		avg /= (c.size()+1);
-		float var = (calc_stage_proc(i->first, args, ref)-avg)*(calc_stage_proc(i->first, args, ref)-avg);
-		for (list<PipelineComponentBase*> bucket : c) {
-			mksp = calc_stage_proc(bucket, args, ref);
-			var += (mksp-avg)*(mksp-avg);
-		}
-		var /= (c.size()+1);
-
-		cout << "with mksp=" << max_mksp << endl;
-		cout << "with var=" << var << endl;
-
-		// updates best cut, if this is the case
-		if (max_mksp < best_mksp || (max_mksp == best_mksp && var < best_var)) {
-			best_mksp = max_mksp;
-			best_var = var;
-			list<PipelineComponentBase*> flat_c;
-			for (list<PipelineComponentBase*> bucket : c)
-				flat_c.insert(flat_c.begin(), bucket.begin(), bucket.end());
-			best_cut = pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>(i->first, flat_c);
-		}
+		// WARNING: best cut is shared between all montecarlo_dep runs
+		montecarlo_dep(n, i->first, i->second, all_stages, args, ref, best_mksp, best_var, best_cut);
 	}
 
 	cout << "[montecarlo_recursive_cut] n=" << n << " best cut of the stage with mksp=" << best_mksp << endl;
@@ -2007,10 +2026,13 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 
 		// merge all stages in each bucket, given that they are mergable
 		for (list<PipelineComponentBase*> bucket : solution) {
+			// cout << "bucket merging" << endl;
 			list<PipelineComponentBase*> curr = merge_stages_full(bucket, expanded_args, ref->second->tasksDesc);
 			// send rem stages to merged_stages
-			for (PipelineComponentBase* s : curr)
-				merged_stages[s->getId()] = s;		
+			for (PipelineComponentBase* s : curr) {
+				// cout << "\tadding stage " << s->getId() << endl;
+				merged_stages[s->getId()] = s;
+			}
 		}
 	}
 }

From ac732b15baef1bd40c811f2279f35ba3d4b4ae21 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 26 Sep 2016 23:26:36 -0300
Subject: [PATCH 56/87] Used OpenMP to speed the merging part of the montecarlo
 recursive cut algorithm.

---
 runtime/CMakeCache.txt                        | 616 ------------------
 .../PipelineRTFS-NS-Diff-FGO/CMakeLists.txt   |   2 +-
 .../PipelineManager.cpp                       |  48 +-
 3 files changed, 37 insertions(+), 629 deletions(-)
 delete mode 100644 runtime/CMakeCache.txt

diff --git a/runtime/CMakeCache.txt b/runtime/CMakeCache.txt
deleted file mode 100644
index afb6e44..0000000
--- a/runtime/CMakeCache.txt
+++ /dev/null
@@ -1,616 +0,0 @@
-# This is the CMakeCache file.
-# For build in directory: /home/willian/mestrado/original/region-templates/runtime
-# It was generated by CMake: /usr/bin/cmake
-# You can edit this file to change values found and used by cmake.
-# If you do not want to change any of the values, simply exit the editor.
-# If you do want to change a value, simply edit, save, and exit the editor.
-# The syntax for the file is as follows:
-# KEY:TYPE=VALUE
-# KEY is the name of a variable in the cache.
-# TYPE is a hint to GUI's for the type of VALUE, DO NOT EDIT TYPE!.
-# VALUE is the current value for the KEY.
-
-########################
-# EXTERNAL cache entries
-########################
-
-//Inform whether sample applications should be built
-BUILD_SAMPLE_APPLICTIONS:BOOL=ON
-
-//Path to a program.
-CMAKE_AR:FILEPATH=/usr/bin/ar
-
-//Choose the type of build, options are: None Debug Release RelWithDebInfo
-// MinSizeRel.
-CMAKE_BUILD_TYPE:STRING=Release
-
-//Enable/Disable color output during build.
-CMAKE_COLOR_MAKEFILE:BOOL=ON
-
-//CXX compiler.
-CMAKE_CXX_COMPILER:FILEPATH=/usr/bin/c++
-
-//Flags used by the compiler during all build types.
-CMAKE_CXX_FLAGS:STRING=-pg
-
-//Flags used by the compiler during debug builds.
-CMAKE_CXX_FLAGS_DEBUG:STRING=-g
-
-//Flags used by the compiler during release minsize builds.
-CMAKE_CXX_FLAGS_MINSIZEREL:STRING=-Os -DNDEBUG
-
-//Flags used by the compiler during release builds (/MD /Ob1 /Oi
-// /Ot /Oy /Gs will produce slightly less optimized but smaller
-// files).
-CMAKE_CXX_FLAGS_RELEASE:STRING=-O3 -DNDEBUG
-
-//Flags used by the compiler during Release with Debug Info builds.
-CMAKE_CXX_FLAGS_RELWITHDEBINFO:STRING=-O2 -g
-
-//C compiler.
-CMAKE_C_COMPILER:FILEPATH=/usr/bin/gcc
-
-//Flags used by the compiler during all build types.
-CMAKE_C_FLAGS:STRING=-pg
-
-//Flags used by the compiler during debug builds.
-CMAKE_C_FLAGS_DEBUG:STRING=-g
-
-//Flags used by the compiler during release minsize builds.
-CMAKE_C_FLAGS_MINSIZEREL:STRING=-Os -DNDEBUG
-
-//Flags used by the compiler during release builds (/MD /Ob1 /Oi
-// /Ot /Oy /Gs will produce slightly less optimized but smaller
-// files).
-CMAKE_C_FLAGS_RELEASE:STRING=-O3 -DNDEBUG
-
-//Flags used by the compiler during Release with Debug Info builds.
-CMAKE_C_FLAGS_RELWITHDEBINFO:STRING=-O2 -g
-
-//Flags used by the linker.
-CMAKE_EXE_LINKER_FLAGS:STRING=-pg
-
-//Flags used by the linker during debug builds.
-CMAKE_EXE_LINKER_FLAGS_DEBUG:STRING=-pg
-
-//Flags used by the linker during release minsize builds.
-CMAKE_EXE_LINKER_FLAGS_MINSIZEREL:STRING=-pg
-
-//Flags used by the linker during release builds.
-CMAKE_EXE_LINKER_FLAGS_RELEASE:STRING=-pg
-
-//Flags used by the linker during Release with Debug Info builds.
-CMAKE_EXE_LINKER_FLAGS_RELWITHDEBINFO:STRING=-pg
-
-//Enable/Disable output of compile commands during generation.
-CMAKE_EXPORT_COMPILE_COMMANDS:BOOL=OFF
-
-//Install path prefix, prepended onto install directories.
-CMAKE_INSTALL_PREFIX:PATH=/usr/local
-
-//Path to a program.
-CMAKE_LINKER:FILEPATH=/usr/bin/ld
-
-//Path to a program.
-CMAKE_MAKE_PROGRAM:FILEPATH=/usr/bin/make
-
-//Flags used by the linker during the creation of modules.
-CMAKE_MODULE_LINKER_FLAGS:STRING=-pg
-
-//Flags used by the linker during debug builds.
-CMAKE_MODULE_LINKER_FLAGS_DEBUG:STRING=-pg
-
-//Flags used by the linker during release minsize builds.
-CMAKE_MODULE_LINKER_FLAGS_MINSIZEREL:STRING=-pg
-
-//Flags used by the linker during release builds.
-CMAKE_MODULE_LINKER_FLAGS_RELEASE:STRING=-pg
-
-//Flags used by the linker during Release with Debug Info builds.
-CMAKE_MODULE_LINKER_FLAGS_RELWITHDEBINFO:STRING=-pg
-
-//Path to a program.
-CMAKE_NM:FILEPATH=/usr/bin/nm
-
-//Path to a program.
-CMAKE_OBJCOPY:FILEPATH=/usr/bin/objcopy
-
-//Path to a program.
-CMAKE_OBJDUMP:FILEPATH=/usr/bin/objdump
-
-//Value Computed by CMake
-CMAKE_PROJECT_NAME:STATIC=Runtime
-
-//Path to a program.
-CMAKE_RANLIB:FILEPATH=/usr/bin/ranlib
-
-//Flags used by the linker during the creation of dll's.
-CMAKE_SHARED_LINKER_FLAGS:STRING=-pg
-
-//Flags used by the linker during debug builds.
-CMAKE_SHARED_LINKER_FLAGS_DEBUG:STRING=-pg
-
-//Flags used by the linker during release minsize builds.
-CMAKE_SHARED_LINKER_FLAGS_MINSIZEREL:STRING=-pg
-
-//Flags used by the linker during release builds.
-CMAKE_SHARED_LINKER_FLAGS_RELEASE:STRING=-pg
-
-//Flags used by the linker during Release with Debug Info builds.
-CMAKE_SHARED_LINKER_FLAGS_RELWITHDEBINFO:STRING=-pg
-
-//If set, runtime paths are not added when using shared libraries.
-CMAKE_SKIP_RPATH:BOOL=NO
-
-//Path to a program.
-CMAKE_STRIP:FILEPATH=/usr/bin/strip
-
-//If true, cmake will use relative paths in makefiles and projects.
-CMAKE_USE_RELATIVE_PATHS:BOOL=OFF
-
-//If this value is on, makefiles will be generated without the
-// .SILENT directive, and all commands will be echoed to the console
-// during the make.  This is useful for debugging only. With Visual
-// Studio IDE projects all commands are done without /nologo.
-CMAKE_VERBOSE_MAKEFILE:BOOL=FALSE
-
-//Value Computed by CMake
-ExamplesRT_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates/examples
-
-//Value Computed by CMake
-ExamplesRT_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates/examples
-
-//Value Computed by CMake
-ExamplesSys_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/examples
-
-//Value Computed by CMake
-ExamplesSys_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/examples
-
-//Value Computed by CMake
-ExecEngine_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager
-
-//Value Computed by CMake
-ExecEngine_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager
-
-//Value Computed by CMake
-HelloWorldRT_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates/examples/HelloWorldRT
-
-//Value Computed by CMake
-HelloWorldRT_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates/examples/HelloWorldRT
-
-//Value Computed by CMake
-HelloWorldSys_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/examples/HelloWorld
-
-//Value Computed by CMake
-HelloWorldSys_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/examples/HelloWorld
-
-//Value Computed by CMake
-Hello_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/hello
-
-//Value Computed by CMake
-Hello_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/hello
-
-//Executable for running MPI programs.
-MPIEXEC:FILEPATH=/usr/bin/mpiexec
-
-//Maximum number of processors available to run MPI applications.
-MPIEXEC_MAX_NUMPROCS:STRING=2
-
-//Flag used by MPI to specify the number of processes for MPIEXEC;
-// the next option will be the number of processes.
-MPIEXEC_NUMPROC_FLAG:STRING=-np
-
-//These flags will come after all flags given to MPIEXEC.
-MPIEXEC_POSTFLAGS:STRING=
-
-//These flags will be directly before the executable that is being
-// run by MPIEXEC.
-MPIEXEC_PREFLAGS:STRING=
-
-//Cleared
-MPI_CXX_COMPILER:FILEPATH=/usr/bin/mpicxx
-
-//MPI CXX compilation flags
-MPI_CXX_COMPILE_FLAGS:STRING=-pg
-
-//MPI CXX include path
-MPI_CXX_INCLUDE_PATH:STRING=/usr/lib/openmpi/include;/usr/lib/openmpi/include/openmpi
-
-//MPI CXX libraries to link against
-MPI_CXX_LIBRARIES:STRING=/usr/lib/openmpi/lib/libmpi_cxx.so;/usr/lib/openmpi/lib/libmpi.so;/usr/lib/openmpi/lib/libopen-rte.so;/usr/lib/openmpi/lib/libopen-pal.so;/usr/lib/x86_64-linux-gnu/libdl.so;/usr/lib/x86_64-linux-gnu/libnsl.so;/usr/lib/x86_64-linux-gnu/libutil.so;/usr/lib/x86_64-linux-gnu/libm.so;/usr/lib/x86_64-linux-gnu/libdl.so
-
-//MPI CXX linking flags
-MPI_CXX_LINK_FLAGS:STRING= -Wl,--export-dynamic,-pg
-
-//Cleared
-MPI_C_COMPILER:FILEPATH=/usr/bin/mpicc
-
-//MPI C compilation flags
-MPI_C_COMPILE_FLAGS:STRING=-pg
-
-//MPI C include path
-MPI_C_INCLUDE_PATH:STRING=/usr/lib/openmpi/include;/usr/lib/openmpi/include/openmpi
-
-//MPI C libraries to link against
-MPI_C_LIBRARIES:STRING=/usr/lib/openmpi/lib/libmpi.so;/usr/lib/openmpi/lib/libopen-rte.so;/usr/lib/openmpi/lib/libopen-pal.so;/usr/lib/x86_64-linux-gnu/libdl.so;/usr/lib/x86_64-linux-gnu/libnsl.so;/usr/lib/x86_64-linux-gnu/libutil.so;/usr/lib/x86_64-linux-gnu/libm.so;/usr/lib/x86_64-linux-gnu/libdl.so
-
-//MPI C linking flags
-MPI_C_LINK_FLAGS:STRING= -Wl,--export-dynamic,-pg
-
-//Extra MPI libraries to link against
-MPI_EXTRA_LIBRARY:STRING=/usr/lib/openmpi/lib/libmpi.so;/usr/lib/openmpi/lib/libopen-rte.so;/usr/lib/openmpi/lib/libopen-pal.so;/usr/lib/x86_64-linux-gnu/libdl.so;/usr/lib/x86_64-linux-gnu/libnsl.so;/usr/lib/x86_64-linux-gnu/libutil.so;/usr/lib/x86_64-linux-gnu/libm.so;/usr/lib/x86_64-linux-gnu/libdl.so
-
-//MPI library to link against
-MPI_LIBRARY:FILEPATH=/usr/lib/openmpi/lib/libmpi_cxx.so
-
-//Path to a file.
-NSCALE_BUILD_DIR:PATH=/home/willian/mestrado/my/nscale/build
-
-//Path to a file.
-NSCALE_SRC_DIR:PATH=/home/willian/mestrado/my/nscale/src
-
-//Path where debug 3rdpaty OpenCV dependencies are located
-OpenCV_3RDPARTY_LIB_DIR_DBG:PATH=
-
-//Path where release 3rdpaty OpenCV dependencies are located
-OpenCV_3RDPARTY_LIB_DIR_OPT:PATH=
-
-OpenCV_CONFIG_PATH:FILEPATH=/home/willian/git/opencv-2.4.9/build
-
-//The directory containing a CMake configuration file for OpenCV.
-OpenCV_DIR:PATH=/home/willian/git/opencv-2.4.9/build
-
-//Path where debug OpenCV libraries are located
-OpenCV_LIB_DIR_DBG:PATH=
-
-//Path where release OpenCV libraries are located
-OpenCV_LIB_DIR_OPT:PATH=
-
-//Value Computed by CMake
-PipelineRTFS-SF_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates/examples/PipelineRTFS-SF
-
-//Value Computed by CMake
-PipelineRTFS-SF_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates/examples/PipelineRTFS-SF
-
-//Value Computed by CMake
-PipelineTasks_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/examples/PipelineTasks
-
-//Value Computed by CMake
-PipelineTasks_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/examples/PipelineTasks
-
-//Enable compilation of Region Templates examples
-RTEMPLATES_EXAMPLES:BOOL=ON
-
-//Enable compilation of Region Templates unit tests
-RTEMPLATES_UNIT_TESTS:BOOL=OFF
-
-//Enable compilation of NScale example with Parameter Study
-RT_PARAMETER_STUDY_NSCALE_EXAMPLE:BOOL=OFF
-
-//Enable compilation of Yi's example with Parameter Study
-RT_PARAMETER_STUDY_YI_EXAMPLE:BOOL=OFF
-
-//Enable compilation of NScale example with tuning
-RT_TUNING_NSCALE_EXAMPLE:BOOL=OFF
-
-//Enable compilation of Yi's examples with tuning
-RT_TUNING_YI_EXAMPLE:BOOL=OFF
-
-//Value Computed by CMake
-RegionTemplate_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates
-
-//Value Computed by CMake
-RegionTemplate_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/regiontemplates
-
-//Value Computed by CMake
-Runtime_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime
-
-//Value Computed by CMake
-Runtime_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime
-
-//Value Computed by CMake
-SystemTests_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/tests
-
-//Value Computed by CMake
-SystemTests_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/tests
-
-//Value Computed by CMake
-TaskDependency_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/taskDependency
-
-//Value Computed by CMake
-TaskDependency_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/taskDependency
-
-//Value Computed by CMake
-Tests_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/tests
-
-//Value Computed by CMake
-Tests_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/tests
-
-//Include compilation of Activer Harmony
-USE_ACTIVE_HARMONY:BOOL=OFF
-
-//Include NVidia CUDA Runtime support
-USE_CUDA:BOOL=OFF
-
-//Include support for Data Spaces in the Region Templates framework
-USE_DATA_SPACES:BOOL=OFF
-
-//Enable use of fine grain segmentation tasks of NScale for tuning
-// optimization
-USE_FINE_GRAIN_SEG_TASKS:BOOL=ON
-
-//Compile HadoopGIS examples (Requires Hadoopgis)
-USE_HADOOPGIS:BOOL=OFF
-
-//Include compilation of the Region Templates framework
-USE_REGION_TEMPLATES:BOOL=ON
-
-//Value Computed by CMake
-abc_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/abc
-
-//Value Computed by CMake
-abc_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/abc
-
-//Value Computed by CMake
-abcde_BINARY_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/abcde
-
-//Value Computed by CMake
-abcde_SOURCE_DIR:STATIC=/home/willian/mestrado/original/region-templates/runtime/ResourceManager/examples/abcde
-
-//Dependencies for the target
-componentsPipeTasks_LIB_DEPENDS:STATIC=general;runtimesystem;
-
-//Dependencies for the target
-components_LIB_DEPENDS:STATIC=general;runtimesystem;
-
-//Dependencies for the target
-componentsrt_LIB_DEPENDS:STATIC=general;runtimesystem;general;regiontemplates;general;segment;general;featuresAll;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;
-
-//Dependencies for the target
-componentsrtfs_LIB_DEPENDS:STATIC=general;runtimesystem;general;regiontemplates;general;segment;general;featuresAll;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;
-
-//Dependencies for the target
-execengine_LIB_DEPENDS:STATIC=general;-lpthread;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;
-
-//Path to a program.
-file_cmd:FILEPATH=/usr/bin/file
-
-//Dependencies for the target
-regiontemplates_LIB_DEPENDS:STATIC=general;/usr/lib/openmpi/lib/libmpi_cxx.so;general;/usr/lib/openmpi/lib/libmpi.so;general;/usr/lib/openmpi/lib/libopen-rte.so;general;/usr/lib/openmpi/lib/libopen-pal.so;general;/usr/lib/x86_64-linux-gnu/libdl.so;general;/usr/lib/x86_64-linux-gnu/libnsl.so;general;/usr/lib/x86_64-linux-gnu/libutil.so;general;/usr/lib/x86_64-linux-gnu/libm.so;general;/usr/lib/x86_64-linux-gnu/libdl.so;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;general;opencv_videostab;general;opencv_video;general;opencv_ts;general;opencv_superres;general;opencv_stitching;general;opencv_photo;general;opencv_ocl;general;opencv_objdetect;general;opencv_nonfree;general;opencv_ml;general;opencv_legacy;general;opencv_imgproc;general;opencv_highgui;general;opencv_gpu;general;opencv_flann;general;opencv_features2d;general;opencv_core;general;opencv_contrib;general;opencv_calib3d;
-
-//Dependencies for the target
-runtimesystem_LIB_DEPENDS:STATIC=general;/usr/lib/openmpi/lib/libmpi_cxx.so;general;/usr/lib/openmpi/lib/libmpi.so;general;/usr/lib/openmpi/lib/libopen-rte.so;general;/usr/lib/openmpi/lib/libopen-pal.so;general;/usr/lib/x86_64-linux-gnu/libdl.so;general;/usr/lib/x86_64-linux-gnu/libnsl.so;general;/usr/lib/x86_64-linux-gnu/libutil.so;general;/usr/lib/x86_64-linux-gnu/libm.so;general;/usr/lib/x86_64-linux-gnu/libdl.so;general;execengine;general;regiontemplates;
-
-
-########################
-# INTERNAL cache entries
-########################
-
-//ADVANCED property for variable: CMAKE_AR
-CMAKE_AR-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_BUILD_TOOL
-CMAKE_BUILD_TOOL-ADVANCED:INTERNAL=1
-//What is the target build tool cmake is generating for.
-CMAKE_BUILD_TOOL:INTERNAL=/usr/bin/make
-//This is the directory where this CMakeCache.txt was created
-CMAKE_CACHEFILE_DIR:INTERNAL=/home/willian/mestrado/original/region-templates/runtime
-//Major version of cmake used to create the current loaded cache
-CMAKE_CACHE_MAJOR_VERSION:INTERNAL=2
-//Minor version of cmake used to create the current loaded cache
-CMAKE_CACHE_MINOR_VERSION:INTERNAL=8
-//Patch version of cmake used to create the current loaded cache
-CMAKE_CACHE_PATCH_VERSION:INTERNAL=7
-//ADVANCED property for variable: CMAKE_COLOR_MAKEFILE
-CMAKE_COLOR_MAKEFILE-ADVANCED:INTERNAL=1
-//Path to CMake executable.
-CMAKE_COMMAND:INTERNAL=/usr/bin/cmake
-//Path to cpack program executable.
-CMAKE_CPACK_COMMAND:INTERNAL=/usr/bin/cpack
-//Path to ctest program executable.
-CMAKE_CTEST_COMMAND:INTERNAL=/usr/bin/ctest
-//ADVANCED property for variable: CMAKE_CXX_COMPILER
-CMAKE_CXX_COMPILER-ADVANCED:INTERNAL=1
-CMAKE_CXX_COMPILER_WORKS:INTERNAL=1
-//ADVANCED property for variable: CMAKE_CXX_FLAGS
-CMAKE_CXX_FLAGS-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_CXX_FLAGS_DEBUG
-CMAKE_CXX_FLAGS_DEBUG-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_CXX_FLAGS_MINSIZEREL
-CMAKE_CXX_FLAGS_MINSIZEREL-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_CXX_FLAGS_RELEASE
-CMAKE_CXX_FLAGS_RELEASE-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_CXX_FLAGS_RELWITHDEBINFO
-CMAKE_CXX_FLAGS_RELWITHDEBINFO-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_C_COMPILER
-CMAKE_C_COMPILER-ADVANCED:INTERNAL=1
-CMAKE_C_COMPILER_WORKS:INTERNAL=1
-//ADVANCED property for variable: CMAKE_C_FLAGS
-CMAKE_C_FLAGS-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_C_FLAGS
-CMAKE_C_FLAGS-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_C_FLAGS_DEBUG
-CMAKE_C_FLAGS_DEBUG-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_C_FLAGS_MINSIZEREL
-CMAKE_C_FLAGS_MINSIZEREL-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_C_FLAGS_RELEASE
-CMAKE_C_FLAGS_RELEASE-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_C_FLAGS_RELWITHDEBINFO
-CMAKE_C_FLAGS_RELWITHDEBINFO-ADVANCED:INTERNAL=1
-//Result of TRY_COMPILE
-CMAKE_DETERMINE_CXX_ABI_COMPILED:INTERNAL=TRUE
-//Result of TRY_COMPILE
-CMAKE_DETERMINE_C_ABI_COMPILED:INTERNAL=TRUE
-//Path to cache edit program executable.
-CMAKE_EDIT_COMMAND:INTERNAL=/usr/bin/ccmake
-//Executable file format
-CMAKE_EXECUTABLE_FORMAT:INTERNAL=ELF
-//ADVANCED property for variable: CMAKE_EXE_LINKER_FLAGS
-CMAKE_EXE_LINKER_FLAGS-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_EXE_LINKER_FLAGS
-CMAKE_EXE_LINKER_FLAGS-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_EXE_LINKER_FLAGS_DEBUG
-CMAKE_EXE_LINKER_FLAGS_DEBUG-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_EXE_LINKER_FLAGS_DEBUG
-CMAKE_EXE_LINKER_FLAGS_DEBUG-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_EXE_LINKER_FLAGS_MINSIZEREL
-CMAKE_EXE_LINKER_FLAGS_MINSIZEREL-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_EXE_LINKER_FLAGS_MINSIZEREL
-CMAKE_EXE_LINKER_FLAGS_MINSIZEREL-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_EXE_LINKER_FLAGS_RELEASE
-CMAKE_EXE_LINKER_FLAGS_RELEASE-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_EXE_LINKER_FLAGS_RELEASE
-CMAKE_EXE_LINKER_FLAGS_RELEASE-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_EXE_LINKER_FLAGS_RELWITHDEBINFO
-CMAKE_EXE_LINKER_FLAGS_RELWITHDEBINFO-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_EXE_LINKER_FLAGS_RELWITHDEBINFO
-CMAKE_EXE_LINKER_FLAGS_RELWITHDEBINFO-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_EXPORT_COMPILE_COMMANDS
-CMAKE_EXPORT_COMPILE_COMMANDS-ADVANCED:INTERNAL=1
-//Name of generator.
-CMAKE_GENERATOR:INTERNAL=Unix Makefiles
-//Have library pthreads
-CMAKE_HAVE_PTHREADS_CREATE:INTERNAL=
-//Have library pthread
-CMAKE_HAVE_PTHREAD_CREATE:INTERNAL=1
-//Have include CMAKE_HAVE_PTHREAD_H
-CMAKE_HAVE_PTHREAD_H:INTERNAL=1
-//Start directory with the top level CMakeLists.txt file for this
-// project
-CMAKE_HOME_DIRECTORY:INTERNAL=/home/willian/mestrado/original/region-templates/runtime
-//Install .so files without execute permission.
-CMAKE_INSTALL_SO_NO_EXE:INTERNAL=1
-//ADVANCED property for variable: CMAKE_LINKER
-CMAKE_LINKER-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_MAKE_PROGRAM
-CMAKE_MAKE_PROGRAM-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_MODULE_LINKER_FLAGS
-CMAKE_MODULE_LINKER_FLAGS-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_MODULE_LINKER_FLAGS
-CMAKE_MODULE_LINKER_FLAGS-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_MODULE_LINKER_FLAGS_DEBUG
-CMAKE_MODULE_LINKER_FLAGS_DEBUG-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_MODULE_LINKER_FLAGS_DEBUG
-CMAKE_MODULE_LINKER_FLAGS_DEBUG-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_MODULE_LINKER_FLAGS_MINSIZEREL
-CMAKE_MODULE_LINKER_FLAGS_MINSIZEREL-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_MODULE_LINKER_FLAGS_MINSIZEREL
-CMAKE_MODULE_LINKER_FLAGS_MINSIZEREL-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_MODULE_LINKER_FLAGS_RELEASE
-CMAKE_MODULE_LINKER_FLAGS_RELEASE-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_MODULE_LINKER_FLAGS_RELEASE
-CMAKE_MODULE_LINKER_FLAGS_RELEASE-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_MODULE_LINKER_FLAGS_RELWITHDEBINFO
-CMAKE_MODULE_LINKER_FLAGS_RELWITHDEBINFO-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_MODULE_LINKER_FLAGS_RELWITHDEBINFO
-CMAKE_MODULE_LINKER_FLAGS_RELWITHDEBINFO-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_NM
-CMAKE_NM-ADVANCED:INTERNAL=1
-//number of local generators
-CMAKE_NUMBER_OF_LOCAL_GENERATORS:INTERNAL=15
-//ADVANCED property for variable: CMAKE_OBJCOPY
-CMAKE_OBJCOPY-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_OBJDUMP
-CMAKE_OBJDUMP-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_RANLIB
-CMAKE_RANLIB-ADVANCED:INTERNAL=1
-//Path to CMake installation.
-CMAKE_ROOT:INTERNAL=/usr/share/cmake-2.8
-//ADVANCED property for variable: CMAKE_SHARED_LINKER_FLAGS
-CMAKE_SHARED_LINKER_FLAGS-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_SHARED_LINKER_FLAGS
-CMAKE_SHARED_LINKER_FLAGS-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_SHARED_LINKER_FLAGS_DEBUG
-CMAKE_SHARED_LINKER_FLAGS_DEBUG-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_SHARED_LINKER_FLAGS_DEBUG
-CMAKE_SHARED_LINKER_FLAGS_DEBUG-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_SHARED_LINKER_FLAGS_MINSIZEREL
-CMAKE_SHARED_LINKER_FLAGS_MINSIZEREL-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_SHARED_LINKER_FLAGS_MINSIZEREL
-CMAKE_SHARED_LINKER_FLAGS_MINSIZEREL-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_SHARED_LINKER_FLAGS_RELEASE
-CMAKE_SHARED_LINKER_FLAGS_RELEASE-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_SHARED_LINKER_FLAGS_RELEASE
-CMAKE_SHARED_LINKER_FLAGS_RELEASE-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_SHARED_LINKER_FLAGS_RELWITHDEBINFO
-CMAKE_SHARED_LINKER_FLAGS_RELWITHDEBINFO-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: CMAKE_SHARED_LINKER_FLAGS_RELWITHDEBINFO
-CMAKE_SHARED_LINKER_FLAGS_RELWITHDEBINFO-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: CMAKE_SKIP_RPATH
-CMAKE_SKIP_RPATH-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_STRIP
-CMAKE_STRIP-ADVANCED:INTERNAL=1
-//uname command
-CMAKE_UNAME:INTERNAL=/bin/uname
-//ADVANCED property for variable: CMAKE_USE_RELATIVE_PATHS
-CMAKE_USE_RELATIVE_PATHS-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: CMAKE_VERBOSE_MAKEFILE
-CMAKE_VERBOSE_MAKEFILE-ADVANCED:INTERNAL=1
-//Details about finding MPI_C
-FIND_PACKAGE_MESSAGE_DETAILS_MPI_C:INTERNAL=[/usr/lib/openmpi/lib/libmpi.so;/usr/lib/openmpi/lib/libopen-rte.so;/usr/lib/openmpi/lib/libopen-pal.so;/usr/lib/x86_64-linux-gnu/libdl.so;/usr/lib/x86_64-linux-gnu/libnsl.so;/usr/lib/x86_64-linux-gnu/libutil.so;/usr/lib/x86_64-linux-gnu/libm.so;/usr/lib/x86_64-linux-gnu/libdl.so][/usr/lib/openmpi/include;/usr/lib/openmpi/include/openmpi][v()]
-//Details about finding MPI_CXX
-FIND_PACKAGE_MESSAGE_DETAILS_MPI_CXX:INTERNAL=[/usr/lib/openmpi/lib/libmpi_cxx.so;/usr/lib/openmpi/lib/libmpi.so;/usr/lib/openmpi/lib/libopen-rte.so;/usr/lib/openmpi/lib/libopen-pal.so;/usr/lib/x86_64-linux-gnu/libdl.so;/usr/lib/x86_64-linux-gnu/libnsl.so;/usr/lib/x86_64-linux-gnu/libutil.so;/usr/lib/x86_64-linux-gnu/libm.so;/usr/lib/x86_64-linux-gnu/libdl.so][/usr/lib/openmpi/include;/usr/lib/openmpi/include/openmpi][v()]
-//Details about finding Threads
-FIND_PACKAGE_MESSAGE_DETAILS_Threads:INTERNAL=[TRUE][v()]
-//ADVANCED property for variable: MPIEXEC
-MPIEXEC-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: MPIEXEC_MAX_NUMPROCS
-MPIEXEC_MAX_NUMPROCS-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: MPIEXEC_NUMPROC_FLAG
-MPIEXEC_NUMPROC_FLAG-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: MPIEXEC_POSTFLAGS
-MPIEXEC_POSTFLAGS-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: MPIEXEC_PREFLAGS
-MPIEXEC_PREFLAGS-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: MPI_CXX_COMPILER
-MPI_CXX_COMPILER-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: MPI_CXX_COMPILE_FLAGS
-MPI_CXX_COMPILE_FLAGS-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: MPI_CXX_COMPILE_FLAGS
-MPI_CXX_COMPILE_FLAGS-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: MPI_CXX_INCLUDE_PATH
-MPI_CXX_INCLUDE_PATH-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: MPI_CXX_LIBRARIES
-MPI_CXX_LIBRARIES-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: MPI_CXX_LINK_FLAGS
-MPI_CXX_LINK_FLAGS-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: MPI_CXX_LINK_FLAGS
-MPI_CXX_LINK_FLAGS-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: MPI_C_COMPILER
-MPI_C_COMPILER-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: MPI_C_COMPILE_FLAGS
-MPI_C_COMPILE_FLAGS-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: MPI_C_COMPILE_FLAGS
-MPI_C_COMPILE_FLAGS-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: MPI_C_INCLUDE_PATH
-MPI_C_INCLUDE_PATH-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: MPI_C_LIBRARIES
-MPI_C_LIBRARIES-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: MPI_C_LINK_FLAGS
-MPI_C_LINK_FLAGS-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: MPI_C_LINK_FLAGS
-MPI_C_LINK_FLAGS-MODIFIED:INTERNAL=ON
-//Scratch variable for MPI header detection
-MPI_HEADER_PATH:INTERNAL=MPI_HEADER_PATH-NOTFOUND
-//Scratch variable for MPI lib detection
-MPI_LIB:INTERNAL=MPI_LIB-NOTFOUND
-//MODIFIED property for variable: NSCALE_BUILD_DIR
-NSCALE_BUILD_DIR-MODIFIED:INTERNAL=ON
-//MODIFIED property for variable: NSCALE_SRC_DIR
-NSCALE_SRC_DIR-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: OpenCV_3RDPARTY_LIB_DIR_DBG
-OpenCV_3RDPARTY_LIB_DIR_DBG-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: OpenCV_3RDPARTY_LIB_DIR_OPT
-OpenCV_3RDPARTY_LIB_DIR_OPT-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: OpenCV_CONFIG_PATH
-OpenCV_CONFIG_PATH-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: OpenCV_DIR
-OpenCV_DIR-MODIFIED:INTERNAL=ON
-//ADVANCED property for variable: OpenCV_LIB_DIR_DBG
-OpenCV_LIB_DIR_DBG-ADVANCED:INTERNAL=1
-//ADVANCED property for variable: OpenCV_LIB_DIR_OPT
-OpenCV_LIB_DIR_OPT-ADVANCED:INTERNAL=1
-//MODIFIED property for variable: RTEMPLATES_EXAMPLES
-RTEMPLATES_EXAMPLES-MODIFIED:INTERNAL=ON
-//MODIFIED property for variable: USE_FINE_GRAIN_SEG_TASKS
-USE_FINE_GRAIN_SEG_TASKS-MODIFIED:INTERNAL=ON
-
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
index cfd9934..a043bea 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
@@ -1,7 +1,7 @@
 cmake_minimum_required(VERSION 2.6)
 project(PipelineRTFS-NS-Diff-FGO)
 
-add_definitions( -std=c++11 -ggdb -gdwarf-2 )
+add_definitions( -std=c++11 -ggdb -gdwarf-2 -fopenmp)
 #add_definitions( -std=c++11 )
 
 find_package( OpenCV REQUIRED )
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index a77c94f..eca899f 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -12,6 +12,8 @@
 #include <cfloat>
 #include <algorithm>
 
+#include <omp.h>
+
 #include "json/json.h"
 
 #include "SysEnv.h"
@@ -131,7 +133,7 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	// Tell the system which libraries should be used
-	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
 	// region template used by all stages
 	RegionTemplate *rt = new RegionTemplate();
@@ -270,7 +272,7 @@ int main(int argc, char* argv[]) {
 	add_arguments_to_stages(expanded_stages, expanded_args, rt);
 
 	map<int, PipelineComponentBase*> merged_stages;
-	int size = 30;
+	int size = 60;
 	// MPI_Comm_size(MPI_COMM_WORLD, &size);
 	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size-1);
 
@@ -365,10 +367,10 @@ int main(int argc, char* argv[]) {
 			// workaround to make sure that the RTs, if any, won't leak on this part of the algorithm
 			s.second->setLocation(PipelineComponentBase::MANAGER_SIDE);
 
-			sysEnv.executeComponent(s.second);
+			// sysEnv.executeComponent(s.second);
 		}
 	}
-	// return 0;
+	return 0;
 
 	// execute workflows
 	cout << endl << "startupExecution" << endl;
@@ -1874,6 +1876,10 @@ void montecarlo_dep(int n, list<PipelineComponentBase*> c1, list<PipelineCompone
 	cout << "with mksp=" << max_mksp << endl;
 	cout << "with var=" << var << endl;
 
+	// // maybe double if?
+	// if (max_mksp < best_mksp || (max_mksp == best_mksp && var < best_var)) {
+	#pragma omp critical
+	{
 	// updates best cut, if this is the case
 	if (max_mksp < best_mksp || (max_mksp == best_mksp && var < best_var)) {
 		best_mksp = max_mksp;
@@ -1883,16 +1889,19 @@ void montecarlo_dep(int n, list<PipelineComponentBase*> c1, list<PipelineCompone
 			flat_c.insert(flat_c.begin(), bucket.begin(), bucket.end());
 		best_cut = pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>(c1, flat_c);
 	}
+	}
+	// }
 }
 
 list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineComponentBase*> rem, 
 	const map<int, PipelineComponentBase*> &all_stages, int n, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
 
-	list<pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>> current_cuts;
+	// list<pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>> current_cuts;
 	pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> best_cut;
 	list<list<PipelineComponentBase*>> final_cut;
 	float best_mksp = FLT_MAX;
 	float best_var = FLT_MAX;
+	int r_size = rem.size();
 
 	cout << "[montecarlo_recursive_cut] n=" << n << endl;
 
@@ -1906,6 +1915,10 @@ list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineCompone
 		return final_cut;
 	}
 
+	#pragma omp parallel
+	{
+	#pragma omp single
+	{
 	// attempt all possible cuts on this level
 	list<PipelineComponentBase*> rest;
 	while (rem.size() > 1) {
@@ -1923,7 +1936,8 @@ list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineCompone
 		// add rest to c2
 		c2.insert(c2.begin(), rest.begin(), rest.end());
 
-		current_cuts.emplace_back(pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>(c1, c2));
+		#pragma omp task
+		montecarlo_dep(n, c1, c2, all_stages, args, ref, best_mksp, best_var, best_cut);
 
 		cout << "[montecarlo_recursive_cut] n=" << n << " adding cut" << endl;
 		cout << "\tc1:" << endl;
@@ -1937,13 +1951,23 @@ list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineCompone
 		rem = c1;
 		rest = c2;
 	}
-
-	// runs all dependencies a la montecarlo
-	for (list<pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>>::iterator i=current_cuts.begin();
-			i!=current_cuts.end(); i++) {
-		// WARNING: best cut is shared between all montecarlo_dep runs
-		montecarlo_dep(n, i->first, i->second, all_stages, args, ref, best_mksp, best_var, best_cut);
 	}
+	}
+
+	// cout << "---------------------------------------------------" << endl;
+
+	// #pragma omp parallel
+	// {
+	// #pragma omp single
+	// {
+	// // runs all dependencies a la montecarlo
+	// for (list<pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>>::iterator i=current_cuts.begin();
+	// 		i!=current_cuts.end(); i++) {
+	// 	// WARNING: best cut is shared between all montecarlo_dep runs
+	// 	#pragma omp task
+	// 	montecarlo_dep(n, i->first, i->second, all_stages, args, ref, best_mksp, best_var, best_cut);
+	// }
+	// }
 
 	cout << "[montecarlo_recursive_cut] n=" << n << " best cut of the stage with mksp=" << best_mksp << endl;
 		cout << "\tc1:" << endl;

From 1078ccb5a08ed2b5a908cabb25adecd1f71c2ee5 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Tue, 27 Sep 2016 16:07:24 -0300
Subject: [PATCH 57/87] Fixed all (serious) memory leaks.

---
 runtime/PipelineComponentBase.cpp             |  3 +-
 runtime/PipelineComponentBase.h               |  3 ++
 runtime/ReusableTask.hpp                      |  4 ++
 .../PipelineManager.cpp                       | 47 ++++++++++++-------
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 30 ++++++++----
 5 files changed, 58 insertions(+), 29 deletions(-)

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index 14b2d0d..d3c8b4f 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -22,6 +22,7 @@ PipelineComponentBase::PipelineComponentBase(){
 	this->resultData = NULL;
 
 	this->reused = NULL;
+	this->remove_outputs = false;
 	// this->input_arguments = new std::list<int>();
 	// this->output_arguments = new std::list<int>();
 }
@@ -37,7 +38,7 @@ PipelineComponentBase::~PipelineComponentBase() {
 	while(this->arguments.size()> 0){
 		ArgumentBase *aux = this->arguments.back();
 		this->arguments.pop_back();
-		if (aux->getIo() == ArgumentBase::input) {
+		if (remove_outputs || aux->getIo() == ArgumentBase::input) {
 			delete aux;
 		}
 	}
diff --git a/runtime/PipelineComponentBase.h b/runtime/PipelineComponentBase.h
index a443d65..2a41e8c 100644
--- a/runtime/PipelineComponentBase.h
+++ b/runtime/PipelineComponentBase.h
@@ -177,6 +177,9 @@ class PipelineComponentBase: public Task {
 
 	PipelineComponentBase* reused;
 
+	// used to fix a memory leak when merging the PCBs
+	bool remove_outputs;
+
 	// needed for inter stage dependency verification on task merging
 	std::vector<ArgumentBase*> getArguments() {return arguments;};
 
diff --git a/runtime/ReusableTask.hpp b/runtime/ReusableTask.hpp
index 92b778e..969b6c3 100644
--- a/runtime/ReusableTask.hpp
+++ b/runtime/ReusableTask.hpp
@@ -28,6 +28,10 @@ class ReusableTask: public Task {
 	// list of tasks' ids that are dependent on this task
 	int parentTask;
 
+	// if the task isn't going to be executed then it's a mock
+	// used to enable corect arguments delete, preventing mem leaking
+	bool mock = true;
+
 	ReusableTask() {parentTask = -1;};
 	virtual ~ReusableTask() {};
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index eca899f..fbbcc68 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -133,7 +133,7 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	// Tell the system which libraries should be used
-	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
 	// region template used by all stages
 	RegionTemplate *rt = new RegionTemplate();
@@ -273,7 +273,7 @@ int main(int argc, char* argv[]) {
 
 	map<int, PipelineComponentBase*> merged_stages;
 	int size = 60;
-	// MPI_Comm_size(MPI_COMM_WORLD, &size);
+	MPI_Comm_size(MPI_COMM_WORLD, &size);
 	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size-1);
 
 	cout << endl<< "merged-fine before deps resolution: " << endl;
@@ -367,10 +367,10 @@ int main(int argc, char* argv[]) {
 			// workaround to make sure that the RTs, if any, won't leak on this part of the algorithm
 			s.second->setLocation(PipelineComponentBase::MANAGER_SIDE);
 
-			// sysEnv.executeComponent(s.second);
+			sysEnv.executeComponent(s.second);
 		}
 	}
-	return 0;
+	// return 0;
 
 	// execute workflows
 	cout << endl << "startupExecution" << endl;
@@ -1292,18 +1292,18 @@ bool merging_condition(PipelineComponentBase* merged, PipelineComponentBase* to_
 	if (!exists_reusable_task(merged, to_merge, ref.begin()->first))
 		return false;
 
-	// verify if the stage dependecy is the same
-	for (ArgumentBase* a1 : merged->getArguments()) {
-		ArgumentBase* arg1 = args[a1->getId()];
-		if (arg1->getParent() != 0) {
-			for (ArgumentBase* a2 : to_merge->getArguments()) {
-				ArgumentBase* arg2 = args[a2->getId()];
-				if (arg1->getParent() == arg2->getParent()) {
-					return true;
-				}
-			}
-		}
-	}
+	// // verify if the stage dependecy is the same
+	// for (ArgumentBase* a1 : merged->getArguments()) {
+	// 	ArgumentBase* arg1 = args[a1->getId()];
+	// 	if (arg1->getParent() != 0) {
+	// 		for (ArgumentBase* a2 : to_merge->getArguments()) {
+	// 			ArgumentBase* arg2 = args[a2->getId()];
+	// 			if (arg1->getParent() == arg2->getParent()) {
+	// 				return true;
+	// 			}
+	// 		}
+	// 	}
+	// }
 
 	return false;
 }
@@ -1477,7 +1477,9 @@ mincut::weight_t get_reuse_factor(PipelineComponentBase* s1, PipelineComponentBa
 	mincut::weight_t ret = s1->tasks.size() + s2->tasks.size() - s1_clone->tasks.size();
 
 	// clean memory
+	s1_clone->remove_outputs = true;
 	delete s1_clone;
+	s2_clone->remove_outputs = true;
 	delete s2_clone;
 
 	return ret;
@@ -1501,7 +1503,8 @@ mincut::weight_t get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2,
 			for (ReusableTask* t : clone1->tasks) {
 				current1->tasks.emplace_back(t->clone());
 			}
-		} 
+		}
+		clone1->remove_outputs = true;
 		delete clone1;
 	}
 
@@ -1514,17 +1517,21 @@ mincut::weight_t get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2,
 		clone2->setLocation(PipelineComponentBase::WORKER_SIDE);
 		if (merging_condition(current2, clone2, args, ref))
 			merge_stages(current2, clone2, ref);
-		else 
+		else {
 			for (ReusableTask* t : clone2->tasks) {
 				current2->tasks.emplace_back(t->clone());
 			}
+		}
+		clone2->remove_outputs = true;
 		delete clone2;
 	}
 
 	int ret = current1->tasks.size()>current2->tasks.size()?current1->tasks.size():current2->tasks.size();
 
 	// clear memory
+	current1->remove_outputs = true;
 	delete current1;
+	current2->remove_outputs = true;
 	delete current2;
 
 	return ret;
@@ -1542,6 +1549,7 @@ float calc_stage_proc(list<PipelineComponentBase*> s, map<int, ArgumentBase*> &a
 				PipelineComponentBase* j_clone = (*j)->clone();
 				j_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
 				merge_stages(current, j_clone, ref);
+				j_clone->remove_outputs = true;
 				delete j_clone;
 				j = s.erase(j);
 			} else
@@ -1555,6 +1563,7 @@ float calc_stage_proc(list<PipelineComponentBase*> s, map<int, ArgumentBase*> &a
 		for (ReusableTask* t : p->tasks)
 			// proc_cost += t->getProcCost();
 			proc_cost++;
+		p->remove_outputs = true;
 		delete p;
 	}
 
@@ -1580,6 +1589,7 @@ float calc_stage_mem(list<PipelineComponentBase*> s, map<int, ArgumentBase*> &ar
 				j_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
 				merge_stages(current, j_clone, ref);
 				j = s.erase(j);
+				j_clone->remove_outputs = true;
 				delete j_clone;
 			} else
 				j++;
@@ -1591,6 +1601,7 @@ float calc_stage_mem(list<PipelineComponentBase*> s, map<int, ArgumentBase*> &ar
 		for (ReusableTask* t : p->tasks)
 			// mem_cost += t->getMemCost();
 			mem_cost+=0;
+		p->remove_outputs = true;
 		delete p;
 	}
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 144a16f..444f514 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -137,6 +137,7 @@ int Segmentation::run() {
 	// send all tasks to be executed
 	for (ReusableTask* t : ordered_tasks) {
 		cout << "\t\t\t[Segmentation] sending task " << t->getId() << endl;
+		t->mock = false;
 		this->executeTask(t);
 	}
 
@@ -211,7 +212,10 @@ TaskSegmentation0::TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* i
 	
 }
 
-TaskSegmentation0::~TaskSegmentation0() {}
+TaskSegmentation0::~TaskSegmentation0() {
+	if (normalized_rt_temp.unique() && mock)
+		delete *normalized_rt_temp;
+}
 
 bool TaskSegmentation0::run(int procType, int tid) {
 	cv::Mat normalized_rt = (*this->normalized_rt_temp)->getData();
@@ -401,7 +405,7 @@ ReusableTask* TaskSegmentation0::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }
@@ -572,7 +576,7 @@ ReusableTask* TaskSegmentation1::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }
@@ -755,7 +759,7 @@ ReusableTask* TaskSegmentation2::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }
@@ -934,7 +938,7 @@ ReusableTask* TaskSegmentation3::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }
@@ -1098,7 +1102,7 @@ ReusableTask* TaskSegmentation4::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }
@@ -1160,7 +1164,10 @@ TaskSegmentation5::TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* i
 	
 }
 
-TaskSegmentation5::~TaskSegmentation5() {}
+TaskSegmentation5::~TaskSegmentation5() {
+	if (normalized_rt_temp.unique() && mock)
+		delete *normalized_rt_temp;
+}
 
 bool TaskSegmentation5::run(int procType, int tid) {
 	cv::Mat normalized_rt = (*this->normalized_rt_temp)->getData();
@@ -1321,7 +1328,7 @@ ReusableTask* TaskSegmentation5::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }
@@ -1387,7 +1394,10 @@ TaskSegmentation6::TaskSegmentation6(list<ArgumentBase*> args, RegionTemplate* i
 	
 }
 
-TaskSegmentation6::~TaskSegmentation6() {}
+TaskSegmentation6::~TaskSegmentation6() {
+	if (segmented_rt_temp.unique() && mock)
+		delete *segmented_rt_temp;
+}
 
 bool TaskSegmentation6::run(int procType, int tid) {
 
@@ -1554,7 +1564,7 @@ ReusableTask* TaskSegmentation6::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }

From b0ee75a6d76380ea5895712e803b9027ae8e15b6 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Wed, 28 Sep 2016 22:55:13 -0300
Subject: [PATCH 58/87] Changed MPI_Init strategy

MPI_Init is now called from PipelineManager in order to get the number
of processes. Also, the manager process does the merging while the
others wait in a non-busy-waiting manner.

This was implemented to enable paralelism on the montecarlo recursive
cut merging algorithm.
---
 runtime/SysEnv.cpp                            |   5 +-
 .../PipelineManager.cpp                       | 515 +++++++++---------
 2 files changed, 274 insertions(+), 246 deletions(-)

diff --git a/runtime/SysEnv.cpp b/runtime/SysEnv.cpp
index 25d080a..22f9124 100644
--- a/runtime/SysEnv.cpp
+++ b/runtime/SysEnv.cpp
@@ -33,7 +33,10 @@ SysEnv::~SysEnv() {
 
 // initialize MPI
 MPI::Intracomm init_mpi(int argc, char **argv, int &size, int &rank, std::string &hostname) {
-    MPI::Init(argc, argv);
+    int initialized;
+    MPI_Initialized(&initialized);
+    if (!initialized)
+    	MPI::Init(argc, argv);
 
     char *temp = new char[256];
     gethostname(temp, 255);
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index fbbcc68..2c4122c 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -129,266 +129,291 @@ parsing::port_type_t get_port_type(string s);
 
 int main(int argc, char* argv[]) {
 
+	int mpi_rank;
+	int mpi_size;
+	int mpi_val;
+
+	MPI_Init(&argc, &argv);
+
+	MPI_Comm_size(MPI_COMM_WORLD, &mpi_size);
+	MPI_Comm_rank(MPI_COMM_WORLD, &mpi_rank);
+
 	// Handler to the distributed execution system environment
 	SysEnv sysEnv;
 
-	// Tell the system which libraries should be used
-	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	if (mpi_rank == mpi_size-1) {
+		// region template used by all stages
+		RegionTemplate *rt = new RegionTemplate();
+		rt->setName("tile");
 
-	// region template used by all stages
-	RegionTemplate *rt = new RegionTemplate();
-	rt->setName("tile");
+		// get arguments
+		if (argc != 1 && argc != 3) {
+			cout << "usage: ./PipelineRTFS-NS-Diff-FGO [-i DAKOTA_OUTPUT_FILE]" << endl;
+			return 0;
+		}
 
-	// get arguments
-	if (argc != 1 && argc != 3) {
-		cout << "usage: ./PipelineRTFS-NS-Diff-FGO [-i DAKOTA_OUTPUT_FILE]" << endl;
-		return 0;
-	}
+		// workflow file
+		FILE* workflow_descriptor = fopen("seg_example.t2flow", "r");
 
-	// workflow file
-	FILE* workflow_descriptor = fopen("seg_example.t2flow", "r");
+		//------------------------------------------------------------
+		// Parse pipeline file
+		//------------------------------------------------------------
 
-	//------------------------------------------------------------
-	// Parse pipeline file
-	//------------------------------------------------------------
+		// get all workflow inputs without their values, returning also the parameters 
+		// values (i.e list<ArgumentBase> values) on another map
+		map<int, ArgumentBase*> workflow_inputs;
+		map<int, list<ArgumentBase*>> parameters_values;
+		get_inputs_from_file(workflow_descriptor, workflow_inputs, parameters_values);
 
-	// get all workflow inputs without their values, returning also the parameters 
-	// values (i.e list<ArgumentBase> values) on another map
-	map<int, ArgumentBase*> workflow_inputs;
-	map<int, list<ArgumentBase*>> parameters_values;
-	get_inputs_from_file(workflow_descriptor, workflow_inputs, parameters_values);
+		// cout << "workflow_inputs:" << endl;
+		// for (pair<int, ArgumentBase*> p : workflow_inputs)
+		// 	cout << p.first << ":" << p.second->getName() << endl;
 
-	// cout << "workflow_inputs:" << endl;
-	// for (pair<int, ArgumentBase*> p : workflow_inputs)
-	// 	cout << p.first << ":" << p.second->getName() << endl;
+		// cout << endl << "parameters_values:" << endl;
+		// for (pair<int, list<ArgumentBase*>> p : parameters_values) {
+		// 	cout << "argument " << p.first << ":" << workflow_inputs[p.first]->getName() << ":" << endl;
+		// 	for (ArgumentBase* a : p.second)
+		// 		cout << "\t" << a->toString() << endl;
+		// }
 
-	// cout << endl << "parameters_values:" << endl;
-	// for (pair<int, list<ArgumentBase*>> p : parameters_values) {
-	// 	cout << "argument " << p.first << ":" << workflow_inputs[p.first]->getName() << ":" << endl;
-	// 	for (ArgumentBase* a : p.second)
-	// 		cout << "\t" << a->toString() << endl;
-	// }
+		// get all workflow outputs
+		map<int, ArgumentBase*> workflow_outputs;
+		get_outputs_from_file(workflow_descriptor, workflow_outputs);
+		// cout << endl << "workflow_outputs " << endl;
+		// mapprint(workflow_outputs);
+		// for (pair<int, ArgumentBase*> p : workflow_outputs)
+		// 	cout << p.second->getId() << ":" << p.second->getName() << endl;
+
+		// get all stages, also setting the uid from this context to Task (i.e Task::setId())
+		// also returns the list of arguments used
+		// the stages dependencies are also set here (i.e Task::addDependency())
+		map<int, PipelineComponentBase*> base_stages;
+		map<int, ArgumentBase*> interstage_arguments;
+		get_stages_from_file(workflow_descriptor, base_stages, interstage_arguments);
+		// cout << endl << "base_stages:" << endl;
+		// for (pair<int, PipelineComponentBase*> p : base_stages) {
+		// 	cout << p.first << ":" << p.second->getName() << endl;
+		// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl << endl;
+		// 	for (int i : p.second->getOutputs())
+		// 		cout << "\t\t" << i << ":" << interstage_arguments[i]->getName() << endl;
+		// 	cout << "\t task descriptors:" << endl;
+		// 	for (pair<string, list<ArgumentBase*>> d : p.second->tasksDesc) {
+		// 		cout << "\t\ttask: " << d.first << endl;
+		// 		for (ArgumentBase* a : d.second)
+		// 			cout << "\t\t\t" << a->getName() << endl;
+		// 	}
+		// }
 
-	// get all workflow outputs
-	map<int, ArgumentBase*> workflow_outputs;
-	get_outputs_from_file(workflow_descriptor, workflow_outputs);
-	// cout << endl << "workflow_outputs " << endl;
-	// mapprint(workflow_outputs);
-	// for (pair<int, ArgumentBase*> p : workflow_outputs)
-	// 	cout << p.second->getId() << ":" << p.second->getName() << endl;
-
-	// get all stages, also setting the uid from this context to Task (i.e Task::setId())
-	// also returns the list of arguments used
-	// the stages dependencies are also set here (i.e Task::addDependency())
-	map<int, PipelineComponentBase*> base_stages;
-	map<int, ArgumentBase*> interstage_arguments;
-	get_stages_from_file(workflow_descriptor, base_stages, interstage_arguments);
-	// cout << endl << "base_stages:" << endl;
-	// for (pair<int, PipelineComponentBase*> p : base_stages) {
-	// 	cout << p.first << ":" << p.second->getName() << endl;
-	// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl << endl;
-	// 	for (int i : p.second->getOutputs())
-	// 		cout << "\t\t" << i << ":" << interstage_arguments[i]->getName() << endl;
-	// 	cout << "\t task descriptors:" << endl;
-	// 	for (pair<string, list<ArgumentBase*>> d : p.second->tasksDesc) {
-	// 		cout << "\t\ttask: " << d.first << endl;
-	// 		for (ArgumentBase* a : d.second)
-	// 			cout << "\t\t\t" << a->getName() << endl;
-	// 	}
-	// }
 
+		// cout << endl << "interstage_arguments:" << endl;
+		// for (pair<int, ArgumentBase*> p : interstage_arguments)
+		// 	cout << p.first << ":" << p.second->getName() << endl;
 
-	// cout << endl << "interstage_arguments:" << endl;
-	// for (pair<int, ArgumentBase*> p : interstage_arguments)
-	// 	cout << p.first << ":" << p.second->getName() << endl;
+		// this map is a dependency structure: stage -> dependency_list
+		map<int, list<int>> deps;
+		
+		// connect the stages inputs/outputs 
+		connect_stages_from_file(workflow_descriptor, base_stages, 
+			interstage_arguments, workflow_inputs, deps, workflow_outputs);
+		map<int, ArgumentBase*> all_argument(workflow_inputs);
+		for (pair<int, ArgumentBase*> a : interstage_arguments)
+			all_argument[a.first] = a.second;
+
+		// mapprint(all_argument);
+
+		// cout << endl << "all_arguments:" << endl;
+		// for (pair<int, ArgumentBase*> p : all_argument) {
+		// 	cout << p.second->getId() << ":" << p.second->getName() 
+		// 		<< " parent " << p.second->getParent() << endl;
+		// }
 
-	// this map is a dependency structure: stage -> dependency_list
-	map<int, list<int>> deps;
-	
-	// connect the stages inputs/outputs 
-	connect_stages_from_file(workflow_descriptor, base_stages, 
-		interstage_arguments, workflow_inputs, deps, workflow_outputs);
-	map<int, ArgumentBase*> all_argument(workflow_inputs);
-	for (pair<int, ArgumentBase*> a : interstage_arguments)
-		all_argument[a.first] = a.second;
-
-	// mapprint(all_argument);
-
-	// cout << endl << "all_arguments:" << endl;
-	// for (pair<int, ArgumentBase*> p : all_argument) {
-	// 	cout << p.second->getId() << ":" << p.second->getName() 
-	// 		<< " parent " << p.second->getParent() << endl;
-	// }
+		// cout << endl << "connected base_stages:" << endl;
+		// for (pair<int, PipelineComponentBase*> p : base_stages) {
+		// 	cout << p.first << ":" << p.second->getName() << endl;
+		// 	cout << "\tinputs: " << p.second->getInputs().size() << endl;
+		// 	for (int i : p.second->getInputs())
+		// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
+		// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl;
+		// 	for (int i : p.second->getOutputs())
+		// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
+		// }
 
-	// cout << endl << "connected base_stages:" << endl;
-	// for (pair<int, PipelineComponentBase*> p : base_stages) {
-	// 	cout << p.first << ":" << p.second->getName() << endl;
-	// 	cout << "\tinputs: " << p.second->getInputs().size() << endl;
-	// 	for (int i : p.second->getInputs())
-	// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
-	// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl;
-	// 	for (int i : p.second->getOutputs())
-	// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
-	// }
+		//------------------------------------------------------------
+		// Iterative merging of stages
+		//------------------------------------------------------------
 
-	//------------------------------------------------------------
-	// Iterative merging of stages
-	//------------------------------------------------------------
-
-	map<int, ArgumentBase*> args;
-	for (pair<int, ArgumentBase*> p : workflow_inputs)
-		args[p.first] = p.second;
-	for (pair<int, ArgumentBase*> p : interstage_arguments)
-		args[p.first] = p.second;
-
-	map<int, ArgumentBase*> expanded_args;
-	map<int, PipelineComponentBase*> expanded_stages;
-
-	// expand_stages(args, parameters_values, expanded_args, 
-	// 	base_stages, expanded_stages, workflow_outputs);
-	FILE* parameters_values_file = fopen("dakota_nscale_ps_moat_600_32nodes.out", "r");
-	generate_pre_defined_stages(parameters_values_file, args, base_stages, workflow_outputs, 
-		expanded_args, expanded_stages);
-
-	cout << endl<< "merged: " << endl;
-	for (pair<int, PipelineComponentBase*> p : expanded_stages) {
-		cout << "stage " << p.second->getId() << ":" << p.second->getName() << endl;
-		cout << "\tinputs: " << endl;
-		for (int i : p.second->getInputs())
-			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
-				<< expanded_args[i]->toString() << endl;
-		cout << "\toutputs: " << endl;
-		for (int i : p.second->getOutputs())
-			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << endl;
-	}
+		map<int, ArgumentBase*> args;
+		for (pair<int, ArgumentBase*> p : workflow_inputs)
+			args[p.first] = p.second;
+		for (pair<int, ArgumentBase*> p : interstage_arguments)
+			args[p.first] = p.second;
 
-	// cout << endl << "merged args" << endl;
-	// for (pair<int, ArgumentBase*> p : expanded_args)
-	// 	cout << "\t" << p.first << ":" << p.second->getName() << " = " 
-	// 		<< p.second->toString() << " sized: " << p.second->size() << endl;
-
-	// add arguments to each stage
-	cout << endl << "add_arguments_to_stages" << endl;
-	add_arguments_to_stages(expanded_stages, expanded_args, rt);
-
-	map<int, PipelineComponentBase*> merged_stages;
-	int size = 60;
-	MPI_Comm_size(MPI_COMM_WORLD, &size);
-	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size-1);
-
-	cout << endl<< "merged-fine before deps resolution: " << endl;
-	for (pair<int, PipelineComponentBase*> p : merged_stages) {
-		string s = p.second->reused!=NULL?" - reused":"";
-		cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-		cout << "\ttasks: " << endl;
-		for (ReusableTask* t : p.second->tasks) {
-			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-			cout << "\t\t\tparent_task: " << t->parentTask << endl;
+		map<int, ArgumentBase*> expanded_args;
+		map<int, PipelineComponentBase*> expanded_stages;
+
+		// expand_stages(args, parameters_values, expanded_args, 
+		// 	base_stages, expanded_stages, workflow_outputs);
+		FILE* parameters_values_file = fopen("dakota_nscale_ps_moat_600_32nodes.out", "r");
+		generate_pre_defined_stages(parameters_values_file, args, base_stages, workflow_outputs, 
+			expanded_args, expanded_stages);
+
+		cout << endl<< "merged: " << endl;
+		for (pair<int, PipelineComponentBase*> p : expanded_stages) {
+			cout << "stage " << p.second->getId() << ":" << p.second->getName() << endl;
+			cout << "\tinputs: " << endl;
+			for (int i : p.second->getInputs())
+				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+					<< expanded_args[i]->toString() << endl;
+			cout << "\toutputs: " << endl;
+			for (int i : p.second->getOutputs())
+				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << endl;
 		}
-	}
 
-	// resolve dependencies of reused stages
-	for (pair<int, PipelineComponentBase*> p : merged_stages) {
-		// add correct stage dependencies 
-		list<int> deps_tmp;
-		for (int i=0; i<p.second->getNumberDependencies(); i++) {
-			if (merged_stages.find(p.second->getDependency(i)) != merged_stages.end() && 
-					merged_stages[p.second->getDependency(i)]->reused != NULL) {
-				deps_tmp.emplace_back(merged_stages[p.second->getDependency(i)]->reused->getId());
+		// cout << endl << "merged args" << endl;
+		// for (pair<int, ArgumentBase*> p : expanded_args)
+		// 	cout << "\t" << p.first << ":" << p.second->getName() << " = " 
+		// 		<< p.second->toString() << " sized: " << p.second->size() << endl;
+
+		// add arguments to each stage
+		cout << endl << "add_arguments_to_stages" << endl;
+		add_arguments_to_stages(expanded_stages, expanded_args, rt);
+
+		map<int, PipelineComponentBase*> merged_stages;
+		int size = 60;
+		MPI_Comm_size(MPI_COMM_WORLD, &size);
+		merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size-1);
+
+		cout << endl<< "merged-fine before deps resolution: " << endl;
+		for (pair<int, PipelineComponentBase*> p : merged_stages) {
+			string s = p.second->reused!=NULL?" - reused":"";
+			cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
+			cout << "\ttasks: " << endl;
+			for (ReusableTask* t : p.second->tasks) {
+				cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+				cout << "\t\t\tparent_task: " << t->parentTask << endl;
 			}
 		}
-		for (int d : deps_tmp)
-			p.second->addDependency(d);
-
-		// connect correct output arguments
-		bool updated = true;
-		while (updated) {
-			updated = false;
-			for (ArgumentBase* a : p.second->getArguments()) {
-				if (a->getParent() != 0 && merged_stages[a->getParent()]->reused != NULL) {
-					updated = true;
-					p.second->replaceArgument(a->getId(), 
-						merged_stages[a->getParent()]->reused->getArgumentByName(a->getName()));
-					break;
+
+		// resolve dependencies of reused stages
+		for (pair<int, PipelineComponentBase*> p : merged_stages) {
+			// add correct stage dependencies 
+			list<int> deps_tmp;
+			for (int i=0; i<p.second->getNumberDependencies(); i++) {
+				if (merged_stages.find(p.second->getDependency(i)) != merged_stages.end() && 
+						merged_stages[p.second->getDependency(i)]->reused != NULL) {
+					deps_tmp.emplace_back(merged_stages[p.second->getDependency(i)]->reused->getId());
+				}
+			}
+			for (int d : deps_tmp)
+				p.second->addDependency(d);
+
+			// connect correct output arguments
+			bool updated = true;
+			while (updated) {
+				updated = false;
+				for (ArgumentBase* a : p.second->getArguments()) {
+					if (a->getParent() != 0 && merged_stages[a->getParent()]->reused != NULL) {
+						updated = true;
+						p.second->replaceArgument(a->getId(), 
+							merged_stages[a->getParent()]->reused->getArgumentByName(a->getName()));
+						break;
+					}
 				}
 			}
-		}
-
-		// replace arguments with clones to avoid double free when stages are finished
-		// map<int, ArgumentBase*> args_clones;
-		// for (ArgumentBase* a : p.second->getArguments()) {
-		// 	ArgumentBase* cpy = a->clone();
-		// 	cpy->setId(new_uid());
-		// 	args_clones[a->getId()] = cpy;
-		// }
-		// for (pair<int, ArgumentBase*> a : args_clones) 
-		// 	p.second->replaceArgument(a.first, a.second);
-	}
 
-	cout << endl<< "merged-fine: " << endl;
-	for (pair<int, PipelineComponentBase*> p : merged_stages) {
-		string s = p.second->reused!=NULL?" - reused":"";
-		cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-		cout << "\ttasks: " << endl;
-		for (ReusableTask* t : p.second->tasks) {
-			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-			cout << "\t\t\tparent_task: " << t->parentTask << endl;
+			// replace arguments with clones to avoid double free when stages are finished
+			// map<int, ArgumentBase*> args_clones;
+			// for (ArgumentBase* a : p.second->getArguments()) {
+			// 	ArgumentBase* cpy = a->clone();
+			// 	cpy->setId(new_uid());
+			// 	args_clones[a->getId()] = cpy;
+			// }
+			// for (pair<int, ArgumentBase*> a : args_clones) 
+			// 	p.second->replaceArgument(a.first, a.second);
 		}
-	}
-
-	//------------------------------------------------------------
-	// Add workflows to Manager to be executed
-	//------------------------------------------------------------
-
-	string inputFolderPath = "~/Desktop/images15";
-	cout << endl << "generate_drs" << endl;
-	generate_drs(rt, expanded_args);
-
-	// add all stages to manager
-	cout << endl << "executeComponent" << endl;
-	for (pair<int, PipelineComponentBase*> s : merged_stages) {
-		if (s.second->reused == NULL) {
-			cout << "sent component " << s.second->getId() << ":" 
-				<< s.second->getName() << " sized " << s.second->size() << " to execute with args:" << endl;
-			cout << "\tall args: " << endl;
-			for (ArgumentBase* a : s.second->getArguments())
-				cout << "\t\t" << a->getId() << ":" << a->getName() << " = " 
-					<< a->toString() << " parent " << a->getParent() << endl;
-			cout << "\tinputs: " << endl;
-			for (int i : s.second->getInputs())
-				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
-					<< expanded_args[i]->toString() << " parent " << expanded_args[i]->getParent() << endl;
-			cout << "\toutputs: " << endl;
-			for (int i : s.second->getOutputs())
-				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
-					<< expanded_args[i]->toString() << endl;
-			((Task*)s.second)->setId(s.second->getId());
 
-			// workaround to make sure that the RTs, if any, won't leak on this part of the algorithm
-			s.second->setLocation(PipelineComponentBase::MANAGER_SIDE);
+		cout << endl<< "merged-fine: " << endl;
+		for (pair<int, PipelineComponentBase*> p : merged_stages) {
+			string s = p.second->reused!=NULL?" - reused":"";
+			cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
+			cout << "\ttasks: " << endl;
+			for (ReusableTask* t : p.second->tasks) {
+				cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+				cout << "\t\t\tparent_task: " << t->parentTask << endl;
+			}
+		}
 
-			sysEnv.executeComponent(s.second);
+		//------------------------------------------------------------
+		// Add workflows to Manager to be executed
+		//------------------------------------------------------------
+
+		string inputFolderPath = "~/Desktop/images15";
+		cout << endl << "generate_drs" << endl;
+		generate_drs(rt, expanded_args);
+
+		// unlock all other mpi workers
+		for (int i=0; i<mpi_size-1; i++)
+			MPI_Send(&mpi_val, 1, MPI_INT, i, 99, MPI_COMM_WORLD);
+
+		// Tell the system which libraries should be used
+		sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+
+		// add all stages to manager
+		cout << endl << "executeComponent" << endl;
+		for (pair<int, PipelineComponentBase*> s : merged_stages) {
+			if (s.second->reused == NULL) {
+				cout << "sent component " << s.second->getId() << ":" 
+					<< s.second->getName() << " sized " << s.second->size() << " to execute with args:" << endl;
+				cout << "\tall args: " << endl;
+				for (ArgumentBase* a : s.second->getArguments())
+					cout << "\t\t" << a->getId() << ":" << a->getName() << " = " 
+						<< a->toString() << " parent " << a->getParent() << endl;
+				cout << "\tinputs: " << endl;
+				for (int i : s.second->getInputs())
+					cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+						<< expanded_args[i]->toString() << " parent " << expanded_args[i]->getParent() << endl;
+				cout << "\toutputs: " << endl;
+				for (int i : s.second->getOutputs())
+					cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+						<< expanded_args[i]->toString() << endl;
+				((Task*)s.second)->setId(s.second->getId());
+
+				// workaround to make sure that the RTs, if any, won't leak on this part of the algorithm
+				s.second->setLocation(PipelineComponentBase::MANAGER_SIDE);
+
+				sysEnv.executeComponent(s.second);
+			}
 		}
-	}
-	// return 0;
-
-	// execute workflows
-	cout << endl << "startupExecution" << endl;
-	sysEnv.startupExecution();
-
-	// get results
-	cout << endl << "Results: " << endl;
-	for (pair<int, ArgumentBase*> output : workflow_outputs) {
-		// cout << "\t" << output.second->getName() << ":" << output.second->getId() << " = " << 
-		// 	sysEnv.getComponentResultData(output.second->getId()) << endl;
-		char *resultData = sysEnv.getComponentResultData(output.second->getId());
-        std::cout << "Diff Id: " << output.second->getId() << " resultData -  ";
-		if(resultData != NULL){
-            std::cout << "size: " << ((int *) resultData)[0] << " Diff: " << ((float *) resultData)[1] <<
-            " Secondary Metric: " << ((float *) resultData)[2] << std::endl;
-		}else{
-			std::cout << "NULL" << std::endl;
+		// return 0;
+
+		// execute workflows
+		cout << endl << "startupExecution" << endl;
+		sysEnv.startupExecution();
+
+		// get results
+		cout << endl << "Results: " << endl;
+		for (pair<int, ArgumentBase*> output : workflow_outputs) {
+			// cout << "\t" << output.second->getName() << ":" << output.second->getId() << " = " << 
+			// 	sysEnv.getComponentResultData(output.second->getId()) << endl;
+			char *resultData = sysEnv.getComponentResultData(output.second->getId());
+	        std::cout << "Diff Id: " << output.second->getId() << " resultData -  ";
+			if(resultData != NULL){
+	            std::cout << "size: " << ((int *) resultData)[0] << " Diff: " << ((float *) resultData)[1] <<
+	            " Secondary Metric: " << ((float *) resultData)[2] << std::endl;
+			}else{
+				std::cout << "NULL" << std::endl;
+			}
 		}
+	} else {
+		int flag;
+		do {
+			MPI_Iprobe(MPI_ANY_SOURCE, MPI_ANY_TAG, MPI_COMM_WORLD,
+				&flag, MPI_STATUS_IGNORE);
+			usleep(2000000);
+		} while (!flag);
+		MPI_Recv(&mpi_val, 1, MPI_INT, MPI_ANY_SOURCE, 
+			MPI_ANY_TAG, MPI_COMM_WORLD,  MPI_STATUS_IGNORE);
+		sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 	}
 
 	sysEnv.finalizeSystem();
@@ -1292,18 +1317,18 @@ bool merging_condition(PipelineComponentBase* merged, PipelineComponentBase* to_
 	if (!exists_reusable_task(merged, to_merge, ref.begin()->first))
 		return false;
 
-	// // verify if the stage dependecy is the same
-	// for (ArgumentBase* a1 : merged->getArguments()) {
-	// 	ArgumentBase* arg1 = args[a1->getId()];
-	// 	if (arg1->getParent() != 0) {
-	// 		for (ArgumentBase* a2 : to_merge->getArguments()) {
-	// 			ArgumentBase* arg2 = args[a2->getId()];
-	// 			if (arg1->getParent() == arg2->getParent()) {
-	// 				return true;
-	// 			}
-	// 		}
-	// 	}
-	// }
+	// verify if the stage dependecy is the same
+	for (ArgumentBase* a1 : merged->getArguments()) {
+		ArgumentBase* arg1 = args[a1->getId()];
+		if (arg1->getParent() != 0) {
+			for (ArgumentBase* a2 : to_merge->getArguments()) {
+				ArgumentBase* arg2 = args[a2->getId()];
+				if (arg1->getParent() == arg2->getParent()) {
+					return true;
+				}
+			}
+		}
+	}
 
 	return false;
 }
@@ -1888,7 +1913,7 @@ void montecarlo_dep(int n, list<PipelineComponentBase*> c1, list<PipelineCompone
 	cout << "with var=" << var << endl;
 
 	// // maybe double if?
-	// if (max_mksp < best_mksp || (max_mksp == best_mksp && var < best_var)) {
+	if (max_mksp < best_mksp || (max_mksp == best_mksp && var < best_var)) {
 	#pragma omp critical
 	{
 	// updates best cut, if this is the case
@@ -1901,7 +1926,7 @@ void montecarlo_dep(int n, list<PipelineComponentBase*> c1, list<PipelineCompone
 		best_cut = pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>(c1, flat_c);
 	}
 	}
-	// }
+	}
 }
 
 list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineComponentBase*> rem, 

From f7e1dccfebfa02587aea28d5298e4657a50e943f Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Fri, 7 Oct 2016 18:07:49 -0300
Subject: [PATCH 59/87] Added outputs for testing purposes.

---
 runtime/ReusableTask.hpp                      |  4 +-
 .../PipelineManager.cpp                       | 53 +++++++++++++++----
 2 files changed, 45 insertions(+), 12 deletions(-)

diff --git a/runtime/ReusableTask.hpp b/runtime/ReusableTask.hpp
index 969b6c3..8768178 100644
--- a/runtime/ReusableTask.hpp
+++ b/runtime/ReusableTask.hpp
@@ -30,9 +30,9 @@ class ReusableTask: public Task {
 
 	// if the task isn't going to be executed then it's a mock
 	// used to enable corect arguments delete, preventing mem leaking
-	bool mock = true;
+	bool mock;
 
-	ReusableTask() {parentTask = -1;};
+	ReusableTask() {parentTask = -1;mock = true;};
 	virtual ~ReusableTask() {};
 
 	virtual bool reusable(ReusableTask* t) = 0;
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 2c4122c..40dc17d 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -1,5 +1,6 @@
 #include <stdio.h>
 #include <string.h>
+#include <sys/time.h>
 
 #include <iostream>
 #include <fstream>
@@ -147,11 +148,13 @@ int main(int argc, char* argv[]) {
 		rt->setName("tile");
 
 		// get arguments
-		if (argc != 1 && argc != 3) {
-			cout << "usage: ./PipelineRTFS-NS-Diff-FGO [-i DAKOTA_OUTPUT_FILE]" << endl;
+		if (argc != 2 && argc != 4) {
+			cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max_bucket_size> [-i DAKOTA_OUTPUT_FILE]" << endl;
 			return 0;
 		}
 
+		int max_bucket_size = atoi(argv[1]);
+
 		// workflow file
 		FILE* workflow_descriptor = fopen("seg_example.t2flow", "r");
 
@@ -279,9 +282,22 @@ int main(int argc, char* argv[]) {
 		add_arguments_to_stages(expanded_stages, expanded_args, rt);
 
 		map<int, PipelineComponentBase*> merged_stages;
-		int size = 60;
-		MPI_Comm_size(MPI_COMM_WORLD, &size);
-		merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, size-1);
+		// int max_bucket_size = 60;
+		// MPI_Comm_size(MPI_COMM_WORLD, &max_bucket_size);
+		cout << "breaking into " << floor(expanded_stages.size()/max_bucket_size) << " buckets sized " << max_bucket_size << endl;
+
+		// mesure merging exec time
+		struct timeval start, end;
+		gettimeofday(&start, NULL);
+
+		merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, 
+			floor(expanded_stages.size()/max_bucket_size));
+
+		gettimeofday(&end, NULL);
+
+		long merge_time = ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
+		ofstream exec_time("exec_time.log", ios::app);
+		exec_time << "merge time: " << merge_time << endl;
 
 		cout << endl<< "merged-fine before deps resolution: " << endl;
 		for (pair<int, PipelineComponentBase*> p : merged_stages) {
@@ -332,16 +348,21 @@ int main(int argc, char* argv[]) {
 			// 	p.second->replaceArgument(a.first, a.second);
 		}
 
+		ofstream solution_file;
+		solution_file.open("fine-grain-merging-solution", ios::app);
 		cout << endl<< "merged-fine: " << endl;
+		solution_file << endl<< "merged-fine: " << endl;
 		for (pair<int, PipelineComponentBase*> p : merged_stages) {
-			string s = p.second->reused!=NULL?" - reused":"";
+			string s = p.second->reused!=NULL ? " - reused" : (" with " + to_string(p.second->tasks.size()) + " tasks");
 			cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
+			solution_file << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
 			cout << "\ttasks: " << endl;
 			for (ReusableTask* t : p.second->tasks) {
 				cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-				cout << "\t\t\tparent_task: " << t->parentTask << endl;
+				cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
 			}
 		}
+		solution_file.close();
 
 		//------------------------------------------------------------
 		// Add workflows to Manager to be executed
@@ -355,6 +376,7 @@ int main(int argc, char* argv[]) {
 		for (int i=0; i<mpi_size-1; i++)
 			MPI_Send(&mpi_val, 1, MPI_INT, i, 99, MPI_COMM_WORLD);
 
+		// return 0;
 		// Tell the system which libraries should be used
 		sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
@@ -384,12 +406,19 @@ int main(int argc, char* argv[]) {
 				sysEnv.executeComponent(s.second);
 			}
 		}
-		// return 0;
 
 		// execute workflows
 		cout << endl << "startupExecution" << endl;
+		gettimeofday(&start, NULL);
+
 		sysEnv.startupExecution();
 
+		gettimeofday(&end, NULL);
+
+		long run_time = ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
+		exec_time << "run time: " << run_time << endl << endl;
+		exec_time.close();
+
 		// get results
 		cout << endl << "Results: " << endl;
 		for (pair<int, ArgumentBase*> output : workflow_outputs) {
@@ -404,6 +433,7 @@ int main(int argc, char* argv[]) {
 				std::cout << "NULL" << std::endl;
 			}
 		}
+
 	} else {
 		int flag;
 		do {
@@ -413,6 +443,7 @@ int main(int argc, char* argv[]) {
 		} while (!flag);
 		MPI_Recv(&mpi_val, 1, MPI_INT, MPI_ANY_SOURCE, 
 			MPI_ANY_TAG, MPI_COMM_WORLD,  MPI_STATUS_IGNORE);
+		// return 0;
 		sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 	}
 
@@ -1988,6 +2019,7 @@ list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineCompone
 		rest = c2;
 	}
 	}
+	#pragma barrier
 	}
 
 	// cout << "---------------------------------------------------" << endl;
@@ -2071,7 +2103,8 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 		// write merging solution
 		ofstream solution_file;
 		solution_file.open("fine-grain-merging-solution", ios::trunc);
-		cout << "solution:" << endl;
+		cout << endl << "solution:" << endl;
+		solution_file << endl << "solution:" << endl;
 		for (list<PipelineComponentBase*> b : solution) {
 			cout << "\tbucket with " << b.size() << " stages and cost "
 				<< calc_stage_proc(b, expanded_args, ref->second->tasksDesc) << ":" << endl;
@@ -2079,7 +2112,7 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 				<< calc_stage_proc(b, expanded_args, ref->second->tasksDesc) << ":" << endl;
 			for (PipelineComponentBase* s : b) {
 				cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-				solution_file << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
+				// solution_file << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
 			}
 		}
 		solution_file.close();

From 71f83414abbff068dc7c6561e820ef13bb9a2c67 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Fri, 7 Oct 2016 22:20:01 -0300
Subject: [PATCH 60/87] Fixed the test output files naming.

---
 .../PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp     | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 40dc17d..6fd9adf 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -104,7 +104,7 @@ void expand_stages(const map<int, ArgumentBase*> &args, map<int, list<ArgumentBa
 	map<int, PipelineComponentBase*> &expanded_stages, map<int, ArgumentBase*> &workflow_outputs);
 void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
 	const map<int, PipelineComponentBase*> &stages_ref, map<int, PipelineComponentBase*> &merged_stages, 
-	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int n_workers);
+	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int max_bucket_size);
 void generate_drs(RegionTemplate* rt, const map<int, ArgumentBase*> &expanded_args);
 void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, 
 	map<int, ArgumentBase*> &merged_arguments,
@@ -296,7 +296,7 @@ int main(int argc, char* argv[]) {
 		gettimeofday(&end, NULL);
 
 		long merge_time = ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
-		ofstream exec_time("exec_time.log", ios::app);
+		ofstream exec_time("exec_time_b" + to_string((int)floor(expanded_stages.size()/max_bucket_size)), ios::app);
 		exec_time << "merge time: " << merge_time << endl;
 
 		cout << endl<< "merged-fine before deps resolution: " << endl;
@@ -349,7 +349,7 @@ int main(int argc, char* argv[]) {
 		}
 
 		ofstream solution_file;
-		solution_file.open("fine-grain-merging-solution", ios::app);
+		solution_file.open("fine-grain-merging-solution-b" + to_string((int)floor(expanded_stages.size()/max_bucket_size)), ios::app);
 		cout << endl<< "merged-fine: " << endl;
 		solution_file << endl<< "merged-fine: " << endl;
 		for (pair<int, PipelineComponentBase*> p : merged_stages) {
@@ -2062,7 +2062,7 @@ list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineCompone
 
 void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
 	const map<int, PipelineComponentBase*> &stages_ref, map<int, PipelineComponentBase*> &merged_stages, 
-	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int n_workers) {
+	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int max_bucket_size) {
 
 	// attempt merging for each stage type
 	for (map<int, PipelineComponentBase*>::const_iterator ref=stages_ref.cbegin(); ref!=stages_ref.cend(); ref++) {
@@ -2098,11 +2098,11 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 		}
 
 		list<list<PipelineComponentBase*>> solution = montecarlo_recursive_cut(current_stages, all_stages, 
-			n_workers, expanded_args, ref->second->tasksDesc);
+			max_bucket_size, expanded_args, ref->second->tasksDesc);
 
 		// write merging solution
 		ofstream solution_file;
-		solution_file.open("fine-grain-merging-solution", ios::trunc);
+		solution_file.open("fine-grain-merging-solution-b" + to_string(max_bucket_size), ios::trunc);
 		cout << endl << "solution:" << endl;
 		solution_file << endl << "solution:" << endl;
 		for (list<PipelineComponentBase*> b : solution) {

From af4d732334f04a06af69a8368ef672d6e7848829 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Mon, 10 Oct 2016 15:01:33 -0300
Subject: [PATCH 61/87] Most severe memory leaks fixed.

---
 .../examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp        | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 444f514..d3aa513 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -213,7 +213,7 @@ TaskSegmentation0::TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation0::~TaskSegmentation0() {
-	if (normalized_rt_temp.unique() && mock)
+	if (normalized_rt_temp.unique())
 		delete *normalized_rt_temp;
 }
 
@@ -1165,7 +1165,7 @@ TaskSegmentation5::TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation5::~TaskSegmentation5() {
-	if (normalized_rt_temp.unique() && mock)
+	if (normalized_rt_temp.unique())
 		delete *normalized_rt_temp;
 }
 

From 3dc14d44fab3cb9c86947572d10da4b6bf942f5a Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Tue, 11 Oct 2016 10:53:55 -0300
Subject: [PATCH 62/87] First implementation of reuse tree finished

This implementation is extreamely naive, thus, returning a rather low
reuse (~9%).
---
 runtime/PipelineComponentBase.h               |   2 +-
 .../PipelineRTFS-NS-Diff-FGO/CMakeLists.txt   |   3 +-
 .../PipelineManager.cpp                       | 861 +++++-------------
 .../graph/reuse_tree.cpp                      | 260 ++++++
 .../graph/reuse_tree.hpp                      |  25 +
 .../PipelineRTFS-NS-Diff-FGO/merging.cpp      | 319 +++++++
 .../PipelineRTFS-NS-Diff-FGO/merging.hpp      |  52 ++
 7 files changed, 912 insertions(+), 610 deletions(-)
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp

diff --git a/runtime/PipelineComponentBase.h b/runtime/PipelineComponentBase.h
index 2a41e8c..d65e8b9 100644
--- a/runtime/PipelineComponentBase.h
+++ b/runtime/PipelineComponentBase.h
@@ -181,7 +181,7 @@ class PipelineComponentBase: public Task {
 	bool remove_outputs;
 
 	// needed for inter stage dependency verification on task merging
-	std::vector<ArgumentBase*> getArguments() {return arguments;};
+	std::vector<ArgumentBase*> getArguments() const {return arguments;};
 
 	// needed to update an argument of a reused stage on fine-grain merging
 	void replaceArgument(int old_id, ArgumentBase* new_a);
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
index a043bea..2529b68 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
@@ -38,7 +38,8 @@ set(libname componentnsdifffgo)
 
 # Source files used by the Runtime System
 set(libcomponentssrcs NormalizationComp.cpp Segmentation.cpp FeatureExtraction.cpp
-         TaskFeatures.cpp DiffMaskComp.cpp jsoncpp.cpp graph/min_cut.cpp)
+         TaskFeatures.cpp DiffMaskComp.cpp jsoncpp.cpp graph/min_cut.cpp graph/reuse_tree.cpp
+         merging.cpp)
 
 set(libcomparativeanalysis ../../comparativeanalysis/TaskDiffMask.cpp
             ../../comparativeanalysis/pixelcompare/PixelCompare.cpp)
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 6fd9adf..322a0fc 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -23,7 +23,9 @@
 #include "RTPipelineComponentBase.h"
 #include "RegionTemplateCollection.h"
 #include "ReusableTask.hpp"
+#include "merging.hpp"
 #include "graph/min_cut.hpp"
+#include "graph/reuse_tree.hpp"
 
 using namespace std;
 
@@ -33,10 +35,6 @@ enum port_type_t {
 };
 }
 
-// global uid for any local(this file) entity
-int uid=1;
-int new_uid() {return uid++;}
-
 // general xml field structure
 typedef struct {
 	string type;
@@ -130,321 +128,289 @@ parsing::port_type_t get_port_type(string s);
 
 int main(int argc, char* argv[]) {
 
-	int mpi_rank;
-	int mpi_size;
-	int mpi_val;
+	// Handler to the distributed execution system environment
+	SysEnv sysEnv;
 
-	MPI_Init(&argc, &argv);
+	// region template used by all stages
+	RegionTemplate *rt = new RegionTemplate();
+	rt->setName("tile");
 
-	MPI_Comm_size(MPI_COMM_WORLD, &mpi_size);
-	MPI_Comm_rank(MPI_COMM_WORLD, &mpi_rank);
+	// get arguments
+	if (argc != 2 && argc != 4) {
+		cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max_bucket_size> [-i DAKOTA_OUTPUT_FILE]" << endl;
+		return 0;
+	}
 
-	// Handler to the distributed execution system environment
-	SysEnv sysEnv;
+	int max_bucket_size = atoi(argv[1]);
 
-	if (mpi_rank == mpi_size-1) {
-		// region template used by all stages
-		RegionTemplate *rt = new RegionTemplate();
-		rt->setName("tile");
+	// workflow file
+	FILE* workflow_descriptor = fopen("seg_example.t2flow", "r");
 
-		// get arguments
-		if (argc != 2 && argc != 4) {
-			cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max_bucket_size> [-i DAKOTA_OUTPUT_FILE]" << endl;
-			return 0;
-		}
+	//------------------------------------------------------------
+	// Parse pipeline file
+	//------------------------------------------------------------
 
-		int max_bucket_size = atoi(argv[1]);
+	// get all workflow inputs without their values, returning also the parameters 
+	// values (i.e list<ArgumentBase> values) on another map
+	map<int, ArgumentBase*> workflow_inputs;
+	map<int, list<ArgumentBase*>> parameters_values;
+	get_inputs_from_file(workflow_descriptor, workflow_inputs, parameters_values);
 
-		// workflow file
-		FILE* workflow_descriptor = fopen("seg_example.t2flow", "r");
+	// cout << "workflow_inputs:" << endl;
+	// for (pair<int, ArgumentBase*> p : workflow_inputs)
+	// 	cout << p.first << ":" << p.second->getName() << endl;
 
-		//------------------------------------------------------------
-		// Parse pipeline file
-		//------------------------------------------------------------
+	// cout << endl << "parameters_values:" << endl;
+	// for (pair<int, list<ArgumentBase*>> p : parameters_values) {
+	// 	cout << "argument " << p.first << ":" << workflow_inputs[p.first]->getName() << ":" << endl;
+	// 	for (ArgumentBase* a : p.second)
+	// 		cout << "\t" << a->toString() << endl;
+	// }
 
-		// get all workflow inputs without their values, returning also the parameters 
-		// values (i.e list<ArgumentBase> values) on another map
-		map<int, ArgumentBase*> workflow_inputs;
-		map<int, list<ArgumentBase*>> parameters_values;
-		get_inputs_from_file(workflow_descriptor, workflow_inputs, parameters_values);
+	// get all workflow outputs
+	map<int, ArgumentBase*> workflow_outputs;
+	get_outputs_from_file(workflow_descriptor, workflow_outputs);
+	// cout << endl << "workflow_outputs " << endl;
+	// mapprint(workflow_outputs);
+	// for (pair<int, ArgumentBase*> p : workflow_outputs)
+	// 	cout << p.second->getId() << ":" << p.second->getName() << endl;
+
+	// get all stages, also setting the uid from this context to Task (i.e Task::setId())
+	// also returns the list of arguments used
+	// the stages dependencies are also set here (i.e Task::addDependency())
+	map<int, PipelineComponentBase*> base_stages;
+	map<int, ArgumentBase*> interstage_arguments;
+	get_stages_from_file(workflow_descriptor, base_stages, interstage_arguments);
+	// cout << endl << "base_stages:" << endl;
+	// for (pair<int, PipelineComponentBase*> p : base_stages) {
+	// 	cout << p.first << ":" << p.second->getName() << endl;
+	// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl << endl;
+	// 	for (int i : p.second->getOutputs())
+	// 		cout << "\t\t" << i << ":" << interstage_arguments[i]->getName() << endl;
+	// 	cout << "\t task descriptors:" << endl;
+	// 	for (pair<string, list<ArgumentBase*>> d : p.second->tasksDesc) {
+	// 		cout << "\t\ttask: " << d.first << endl;
+	// 		for (ArgumentBase* a : d.second)
+	// 			cout << "\t\t\t" << a->getName() << endl;
+	// 	}
+	// }
 
-		// cout << "workflow_inputs:" << endl;
-		// for (pair<int, ArgumentBase*> p : workflow_inputs)
-		// 	cout << p.first << ":" << p.second->getName() << endl;
 
-		// cout << endl << "parameters_values:" << endl;
-		// for (pair<int, list<ArgumentBase*>> p : parameters_values) {
-		// 	cout << "argument " << p.first << ":" << workflow_inputs[p.first]->getName() << ":" << endl;
-		// 	for (ArgumentBase* a : p.second)
-		// 		cout << "\t" << a->toString() << endl;
-		// }
+	// cout << endl << "interstage_arguments:" << endl;
+	// for (pair<int, ArgumentBase*> p : interstage_arguments)
+	// 	cout << p.first << ":" << p.second->getName() << endl;
 
-		// get all workflow outputs
-		map<int, ArgumentBase*> workflow_outputs;
-		get_outputs_from_file(workflow_descriptor, workflow_outputs);
-		// cout << endl << "workflow_outputs " << endl;
-		// mapprint(workflow_outputs);
-		// for (pair<int, ArgumentBase*> p : workflow_outputs)
-		// 	cout << p.second->getId() << ":" << p.second->getName() << endl;
-
-		// get all stages, also setting the uid from this context to Task (i.e Task::setId())
-		// also returns the list of arguments used
-		// the stages dependencies are also set here (i.e Task::addDependency())
-		map<int, PipelineComponentBase*> base_stages;
-		map<int, ArgumentBase*> interstage_arguments;
-		get_stages_from_file(workflow_descriptor, base_stages, interstage_arguments);
-		// cout << endl << "base_stages:" << endl;
-		// for (pair<int, PipelineComponentBase*> p : base_stages) {
-		// 	cout << p.first << ":" << p.second->getName() << endl;
-		// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl << endl;
-		// 	for (int i : p.second->getOutputs())
-		// 		cout << "\t\t" << i << ":" << interstage_arguments[i]->getName() << endl;
-		// 	cout << "\t task descriptors:" << endl;
-		// 	for (pair<string, list<ArgumentBase*>> d : p.second->tasksDesc) {
-		// 		cout << "\t\ttask: " << d.first << endl;
-		// 		for (ArgumentBase* a : d.second)
-		// 			cout << "\t\t\t" << a->getName() << endl;
-		// 	}
-		// }
+	// this map is a dependency structure: stage -> dependency_list
+	map<int, list<int>> deps;
+	
+	// connect the stages inputs/outputs 
+	connect_stages_from_file(workflow_descriptor, base_stages, 
+		interstage_arguments, workflow_inputs, deps, workflow_outputs);
+	map<int, ArgumentBase*> all_argument(workflow_inputs);
+	for (pair<int, ArgumentBase*> a : interstage_arguments)
+		all_argument[a.first] = a.second;
+
+	// mapprint(all_argument);
+
+	// cout << endl << "all_arguments:" << endl;
+	// for (pair<int, ArgumentBase*> p : all_argument) {
+	// 	cout << p.second->getId() << ":" << p.second->getName() 
+	// 		<< " parent " << p.second->getParent() << endl;
+	// }
 
+	// cout << endl << "connected base_stages:" << endl;
+	// for (pair<int, PipelineComponentBase*> p : base_stages) {
+	// 	cout << p.first << ":" << p.second->getName() << endl;
+	// 	cout << "\tinputs: " << p.second->getInputs().size() << endl;
+	// 	for (int i : p.second->getInputs())
+	// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
+	// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl;
+	// 	for (int i : p.second->getOutputs())
+	// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
+	// }
 
-		// cout << endl << "interstage_arguments:" << endl;
-		// for (pair<int, ArgumentBase*> p : interstage_arguments)
-		// 	cout << p.first << ":" << p.second->getName() << endl;
+	//------------------------------------------------------------
+	// Iterative merging of stages
+	//------------------------------------------------------------
+
+	map<int, ArgumentBase*> args;
+	for (pair<int, ArgumentBase*> p : workflow_inputs)
+		args[p.first] = p.second;
+	for (pair<int, ArgumentBase*> p : interstage_arguments)
+		args[p.first] = p.second;
+
+	map<int, ArgumentBase*> expanded_args;
+	map<int, PipelineComponentBase*> expanded_stages;
+
+	// expand_stages(args, parameters_values, expanded_args, 
+	// 	base_stages, expanded_stages, workflow_outputs);
+	FILE* parameters_values_file = fopen("dakota_nscale_ps_moat_600_32nodes.out", "r");
+	generate_pre_defined_stages(parameters_values_file, args, base_stages, workflow_outputs, 
+		expanded_args, expanded_stages);
+
+	cout << endl<< "merged: " << endl;
+	for (pair<int, PipelineComponentBase*> p : expanded_stages) {
+		cout << "stage " << p.second->getId() << ":" << p.second->getName() << endl;
+		cout << "\tinputs: " << endl;
+		for (int i : p.second->getInputs())
+			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+				<< expanded_args[i]->toString() << endl;
+		cout << "\toutputs: " << endl;
+		for (int i : p.second->getOutputs())
+			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << endl;
+	}
 
-		// this map is a dependency structure: stage -> dependency_list
-		map<int, list<int>> deps;
-		
-		// connect the stages inputs/outputs 
-		connect_stages_from_file(workflow_descriptor, base_stages, 
-			interstage_arguments, workflow_inputs, deps, workflow_outputs);
-		map<int, ArgumentBase*> all_argument(workflow_inputs);
-		for (pair<int, ArgumentBase*> a : interstage_arguments)
-			all_argument[a.first] = a.second;
-
-		// mapprint(all_argument);
-
-		// cout << endl << "all_arguments:" << endl;
-		// for (pair<int, ArgumentBase*> p : all_argument) {
-		// 	cout << p.second->getId() << ":" << p.second->getName() 
-		// 		<< " parent " << p.second->getParent() << endl;
-		// }
+	// cout << endl << "merged args" << endl;
+	// for (pair<int, ArgumentBase*> p : expanded_args)
+	// 	cout << "\t" << p.first << ":" << p.second->getName() << " = " 
+	// 		<< p.second->toString() << " sized: " << p.second->size() << endl;
 
-		// cout << endl << "connected base_stages:" << endl;
-		// for (pair<int, PipelineComponentBase*> p : base_stages) {
-		// 	cout << p.first << ":" << p.second->getName() << endl;
-		// 	cout << "\tinputs: " << p.second->getInputs().size() << endl;
-		// 	for (int i : p.second->getInputs())
-		// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
-		// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl;
-		// 	for (int i : p.second->getOutputs())
-		// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
-		// }
+	// add arguments to each stage
+	cout << endl << "add_arguments_to_stages" << endl;
+	add_arguments_to_stages(expanded_stages, expanded_args, rt);
 
-		//------------------------------------------------------------
-		// Iterative merging of stages
-		//------------------------------------------------------------
+	map<int, PipelineComponentBase*> merged_stages;
 
-		map<int, ArgumentBase*> args;
-		for (pair<int, ArgumentBase*> p : workflow_inputs)
-			args[p.first] = p.second;
-		for (pair<int, ArgumentBase*> p : interstage_arguments)
-			args[p.first] = p.second;
+	// mesure merging exec time
+	struct timeval start, end;
+	gettimeofday(&start, NULL);
 
-		map<int, ArgumentBase*> expanded_args;
-		map<int, PipelineComponentBase*> expanded_stages;
+	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, max_bucket_size);
 
-		// expand_stages(args, parameters_values, expanded_args, 
-		// 	base_stages, expanded_stages, workflow_outputs);
-		FILE* parameters_values_file = fopen("dakota_nscale_ps_moat_600_32nodes.out", "r");
-		generate_pre_defined_stages(parameters_values_file, args, base_stages, workflow_outputs, 
-			expanded_args, expanded_stages);
+	gettimeofday(&end, NULL);
 
-		cout << endl<< "merged: " << endl;
-		for (pair<int, PipelineComponentBase*> p : expanded_stages) {
-			cout << "stage " << p.second->getId() << ":" << p.second->getName() << endl;
-			cout << "\tinputs: " << endl;
-			for (int i : p.second->getInputs())
-				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
-					<< expanded_args[i]->toString() << endl;
-			cout << "\toutputs: " << endl;
-			for (int i : p.second->getOutputs())
-				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << endl;
-		}
+	long merge_time = ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
+	ofstream exec_time("exec_time_b" + to_string((int)floor(expanded_stages.size()/max_bucket_size)), ios::app);
+	exec_time << "merge time: " << merge_time << endl;
 
-		// cout << endl << "merged args" << endl;
-		// for (pair<int, ArgumentBase*> p : expanded_args)
-		// 	cout << "\t" << p.first << ":" << p.second->getName() << " = " 
-		// 		<< p.second->toString() << " sized: " << p.second->size() << endl;
-
-		// add arguments to each stage
-		cout << endl << "add_arguments_to_stages" << endl;
-		add_arguments_to_stages(expanded_stages, expanded_args, rt);
-
-		map<int, PipelineComponentBase*> merged_stages;
-		// int max_bucket_size = 60;
-		// MPI_Comm_size(MPI_COMM_WORLD, &max_bucket_size);
-		cout << "breaking into " << floor(expanded_stages.size()/max_bucket_size) << " buckets sized " << max_bucket_size << endl;
-
-		// mesure merging exec time
-		struct timeval start, end;
-		gettimeofday(&start, NULL);
-
-		merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, 
-			floor(expanded_stages.size()/max_bucket_size));
-
-		gettimeofday(&end, NULL);
-
-		long merge_time = ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
-		ofstream exec_time("exec_time_b" + to_string((int)floor(expanded_stages.size()/max_bucket_size)), ios::app);
-		exec_time << "merge time: " << merge_time << endl;
-
-		cout << endl<< "merged-fine before deps resolution: " << endl;
-		for (pair<int, PipelineComponentBase*> p : merged_stages) {
-			string s = p.second->reused!=NULL?" - reused":"";
-			cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-			cout << "\ttasks: " << endl;
-			for (ReusableTask* t : p.second->tasks) {
-				cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-				cout << "\t\t\tparent_task: " << t->parentTask << endl;
-			}
+	cout << endl<< "merged-fine before deps resolution: " << endl;
+	for (pair<int, PipelineComponentBase*> p : merged_stages) {
+		string s = p.second->reused!=NULL?" - reused":"";
+		cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
+		cout << "\ttasks: " << endl;
+		for (ReusableTask* t : p.second->tasks) {
+			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+			cout << "\t\t\tparent_task: " << t->parentTask << endl;
 		}
+	}
 
-		// resolve dependencies of reused stages
-		for (pair<int, PipelineComponentBase*> p : merged_stages) {
-			// add correct stage dependencies 
-			list<int> deps_tmp;
-			for (int i=0; i<p.second->getNumberDependencies(); i++) {
-				if (merged_stages.find(p.second->getDependency(i)) != merged_stages.end() && 
-						merged_stages[p.second->getDependency(i)]->reused != NULL) {
-					deps_tmp.emplace_back(merged_stages[p.second->getDependency(i)]->reused->getId());
-				}
+	// resolve dependencies of reused stages
+	for (pair<int, PipelineComponentBase*> p : merged_stages) {
+		// add correct stage dependencies 
+		list<int> deps_tmp;
+		for (int i=0; i<p.second->getNumberDependencies(); i++) {
+			if (merged_stages.find(p.second->getDependency(i)) != merged_stages.end() && 
+					merged_stages[p.second->getDependency(i)]->reused != NULL) {
+				deps_tmp.emplace_back(merged_stages[p.second->getDependency(i)]->reused->getId());
 			}
-			for (int d : deps_tmp)
-				p.second->addDependency(d);
-
-			// connect correct output arguments
-			bool updated = true;
-			while (updated) {
-				updated = false;
-				for (ArgumentBase* a : p.second->getArguments()) {
-					if (a->getParent() != 0 && merged_stages[a->getParent()]->reused != NULL) {
-						updated = true;
-						p.second->replaceArgument(a->getId(), 
-							merged_stages[a->getParent()]->reused->getArgumentByName(a->getName()));
-						break;
-					}
+		}
+		for (int d : deps_tmp)
+			p.second->addDependency(d);
+
+		// connect correct output arguments
+		bool updated = true;
+		while (updated) {
+			updated = false;
+			for (ArgumentBase* a : p.second->getArguments()) {
+				if (a->getParent() != 0 && merged_stages[a->getParent()]->reused != NULL) {
+					updated = true;
+					p.second->replaceArgument(a->getId(), 
+						merged_stages[a->getParent()]->reused->getArgumentByName(a->getName()));
+					break;
 				}
 			}
-
-			// replace arguments with clones to avoid double free when stages are finished
-			// map<int, ArgumentBase*> args_clones;
-			// for (ArgumentBase* a : p.second->getArguments()) {
-			// 	ArgumentBase* cpy = a->clone();
-			// 	cpy->setId(new_uid());
-			// 	args_clones[a->getId()] = cpy;
-			// }
-			// for (pair<int, ArgumentBase*> a : args_clones) 
-			// 	p.second->replaceArgument(a.first, a.second);
 		}
 
-		ofstream solution_file;
-		solution_file.open("fine-grain-merging-solution-b" + to_string((int)floor(expanded_stages.size()/max_bucket_size)), ios::app);
-		cout << endl<< "merged-fine: " << endl;
-		solution_file << endl<< "merged-fine: " << endl;
-		for (pair<int, PipelineComponentBase*> p : merged_stages) {
-			string s = p.second->reused!=NULL ? " - reused" : (" with " + to_string(p.second->tasks.size()) + " tasks");
-			cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-			solution_file << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-			cout << "\ttasks: " << endl;
-			for (ReusableTask* t : p.second->tasks) {
-				cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-				cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-			}
-		}
-		solution_file.close();
+		// replace arguments with clones to avoid double free when stages are finished
+		// map<int, ArgumentBase*> args_clones;
+		// for (ArgumentBase* a : p.second->getArguments()) {
+		// 	ArgumentBase* cpy = a->clone();
+		// 	cpy->setId(new_uid());
+		// 	args_clones[a->getId()] = cpy;
+		// }
+		// for (pair<int, ArgumentBase*> a : args_clones) 
+		// 	p.second->replaceArgument(a.first, a.second);
+	}
 
-		//------------------------------------------------------------
-		// Add workflows to Manager to be executed
-		//------------------------------------------------------------
-
-		string inputFolderPath = "~/Desktop/images15";
-		cout << endl << "generate_drs" << endl;
-		generate_drs(rt, expanded_args);
-
-		// unlock all other mpi workers
-		for (int i=0; i<mpi_size-1; i++)
-			MPI_Send(&mpi_val, 1, MPI_INT, i, 99, MPI_COMM_WORLD);
-
-		// return 0;
-		// Tell the system which libraries should be used
-		sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
-
-		// add all stages to manager
-		cout << endl << "executeComponent" << endl;
-		for (pair<int, PipelineComponentBase*> s : merged_stages) {
-			if (s.second->reused == NULL) {
-				cout << "sent component " << s.second->getId() << ":" 
-					<< s.second->getName() << " sized " << s.second->size() << " to execute with args:" << endl;
-				cout << "\tall args: " << endl;
-				for (ArgumentBase* a : s.second->getArguments())
-					cout << "\t\t" << a->getId() << ":" << a->getName() << " = " 
-						<< a->toString() << " parent " << a->getParent() << endl;
-				cout << "\tinputs: " << endl;
-				for (int i : s.second->getInputs())
-					cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
-						<< expanded_args[i]->toString() << " parent " << expanded_args[i]->getParent() << endl;
-				cout << "\toutputs: " << endl;
-				for (int i : s.second->getOutputs())
-					cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
-						<< expanded_args[i]->toString() << endl;
-				((Task*)s.second)->setId(s.second->getId());
-
-				// workaround to make sure that the RTs, if any, won't leak on this part of the algorithm
-				s.second->setLocation(PipelineComponentBase::MANAGER_SIDE);
-
-				sysEnv.executeComponent(s.second);
-			}
+	ofstream solution_file;
+	solution_file.open("fine-grain-merging-solution-b" + to_string((int)floor(expanded_stages.size()/max_bucket_size)), ios::app);
+	cout << endl<< "merged-fine: " << endl;
+	solution_file << endl<< "merged-fine: " << endl;
+	for (pair<int, PipelineComponentBase*> p : merged_stages) {
+		string s = p.second->reused!=NULL ? " - reused" : (" with " + to_string(p.second->tasks.size()) + " tasks");
+		cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
+		solution_file << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
+		cout << "\ttasks: " << endl;
+		for (ReusableTask* t : p.second->tasks) {
+			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
 		}
+	}
+	solution_file.close();
+
+	//------------------------------------------------------------
+	// Add workflows to Manager to be executed
+	//------------------------------------------------------------
+
+	string inputFolderPath = "~/Desktop/images15";
+	cout << endl << "generate_drs" << endl;
+	generate_drs(rt, expanded_args);
+
+	// Tell the system which libraries should be used
+	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+
+	// add all stages to manager
+	cout << endl << "executeComponent" << endl;
+	for (pair<int, PipelineComponentBase*> s : merged_stages) {
+		if (s.second->reused == NULL) {
+			cout << "sent component " << s.second->getId() << ":" 
+				<< s.second->getName() << " sized " << s.second->size() << " to execute with args:" << endl;
+			cout << "\tall args: " << endl;
+			for (ArgumentBase* a : s.second->getArguments())
+				cout << "\t\t" << a->getId() << ":" << a->getName() << " = " 
+					<< a->toString() << " parent " << a->getParent() << endl;
+			cout << "\tinputs: " << endl;
+			for (int i : s.second->getInputs())
+				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+					<< expanded_args[i]->toString() << " parent " << expanded_args[i]->getParent() << endl;
+			cout << "\toutputs: " << endl;
+			for (int i : s.second->getOutputs())
+				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+					<< expanded_args[i]->toString() << endl;
+			((Task*)s.second)->setId(s.second->getId());
 
-		// execute workflows
-		cout << endl << "startupExecution" << endl;
-		gettimeofday(&start, NULL);
-
-		sysEnv.startupExecution();
-
-		gettimeofday(&end, NULL);
-
-		long run_time = ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
-		exec_time << "run time: " << run_time << endl << endl;
-		exec_time.close();
-
-		// get results
-		cout << endl << "Results: " << endl;
-		for (pair<int, ArgumentBase*> output : workflow_outputs) {
-			// cout << "\t" << output.second->getName() << ":" << output.second->getId() << " = " << 
-			// 	sysEnv.getComponentResultData(output.second->getId()) << endl;
-			char *resultData = sysEnv.getComponentResultData(output.second->getId());
-	        std::cout << "Diff Id: " << output.second->getId() << " resultData -  ";
-			if(resultData != NULL){
-	            std::cout << "size: " << ((int *) resultData)[0] << " Diff: " << ((float *) resultData)[1] <<
-	            " Secondary Metric: " << ((float *) resultData)[2] << std::endl;
-			}else{
-				std::cout << "NULL" << std::endl;
-			}
+			// workaround to make sure that the RTs, if any, won't leak on this part of the algorithm
+			s.second->setLocation(PipelineComponentBase::MANAGER_SIDE);
+
+			sysEnv.executeComponent(s.second);
 		}
+	}
 
-	} else {
-		int flag;
-		do {
-			MPI_Iprobe(MPI_ANY_SOURCE, MPI_ANY_TAG, MPI_COMM_WORLD,
-				&flag, MPI_STATUS_IGNORE);
-			usleep(2000000);
-		} while (!flag);
-		MPI_Recv(&mpi_val, 1, MPI_INT, MPI_ANY_SOURCE, 
-			MPI_ANY_TAG, MPI_COMM_WORLD,  MPI_STATUS_IGNORE);
-		// return 0;
-		sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+	// execute workflows
+	cout << endl << "startupExecution" << endl;
+	gettimeofday(&start, NULL);
+
+	sysEnv.startupExecution();
+
+	gettimeofday(&end, NULL);
+
+	long run_time = ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
+	exec_time << "run time: " << run_time << endl << endl;
+	exec_time.close();
+
+	// get results
+	cout << endl << "Results: " << endl;
+	for (pair<int, ArgumentBase*> output : workflow_outputs) {
+		// cout << "\t" << output.second->getName() << ":" << output.second->getId() << " = " << 
+		// 	sysEnv.getComponentResultData(output.second->getId()) << endl;
+		char *resultData = sysEnv.getComponentResultData(output.second->getId());
+        std::cout << "Diff Id: " << output.second->getId() << " resultData -  ";
+		if(resultData != NULL){
+            std::cout << "size: " << ((int *) resultData)[0] << " Diff: " << ((float *) resultData)[1] <<
+            " Secondary Metric: " << ((float *) resultData)[2] << std::endl;
+		}else{
+			std::cout << "NULL" << std::endl;
+		}
 	}
 
 	sysEnv.finalizeSystem();
@@ -1298,249 +1264,6 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 	}
 }
 
-ArgumentBase* find_argument(PipelineComponentBase* p, string name, map<int, ArgumentBase*> expanded_args) {
-	for(int i : p->getInputs()){
-		if (expanded_args[i]->getName().compare(name) == 0) {
-			return expanded_args[i];
-		}
-	}
-	for(int i : p->getOutputs()){
-		if (expanded_args[i]->getName().compare(name) == 0) {
-			return expanded_args[i];
-		}
-	}
-
-	return NULL;
-}
-
-// This function assumes that the merged PCB has at least, but not limited to one ReusableTask on tasks
-// of type task_name. Also, to_merge must have exactly one ReusableTask of type task_name. These
-// conditions are not checked.
-bool exists_reusable_task(PipelineComponentBase* merged, PipelineComponentBase* to_merge, string task_name) {
-	// get the only task of to_merge that has the type task_name
-	ReusableTask* to_merge_task = NULL;
-	for (ReusableTask* t : to_merge->tasks)
-		if (t->getTaskName().compare(task_name) == 0)
-			to_merge_task = t;
-
-	// attempt to find the same task on merged
-	for (ReusableTask* t : merged->tasks)
-		if (t->getTaskName().compare(task_name) == 0 && 
-				to_merge_task->reusable(t))
-			return true;
-
-	return false;
-}
-
-// for the meantime the mearging will happen whenever at least the first task is reusable
-bool merging_condition(PipelineComponentBase* merged, PipelineComponentBase* to_merge, 
-	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
-	
-	// compatibility with stages that dont implement task reuse
-	if (ref.size() == 0)
-		return false;
-
-	// if any of the stages were already reused they can't be merged
-	if (to_merge->reused != NULL)
-		return false;
-
-	// verify if the first task is reusable
-	if (!exists_reusable_task(merged, to_merge, ref.begin()->first))
-		return false;
-
-	// verify if the stage dependecy is the same
-	for (ArgumentBase* a1 : merged->getArguments()) {
-		ArgumentBase* arg1 = args[a1->getId()];
-		if (arg1->getParent() != 0) {
-			for (ArgumentBase* a2 : to_merge->getArguments()) {
-				ArgumentBase* arg2 = args[a2->getId()];
-				if (arg1->getParent() == arg2->getParent()) {
-					return true;
-				}
-			}
-		}
-	}
-
-	return false;
-}
-
-// filters all the stages from an input map by the stage's name
-void filter_stages(const map<int, PipelineComponentBase*> &all_stages, 
-	string stage_name, list<PipelineComponentBase*> &filtered_stages) {
-
-	for (pair<int, PipelineComponentBase*> p : all_stages)
-		if (p.second->getName().compare(stage_name) == 0)
-			filtered_stages.emplace_back(p.second);
-}
-
-list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc, PipelineComponentBase* p, 
-	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args) {
-
-	list<ReusableTask*> tasks;
-	ReusableTask* prev_task = NULL;
-
-	// traverse the map on reverse order to set dependencies
-	for (map<string, list<ArgumentBase*>>::reverse_iterator t=tasks_desc.rbegin(); t!=tasks_desc.rend(); t++) {
-		// get task args
-		list<ArgumentBase*> args;
-		for (ArgumentBase* a : t->second) {
-			ArgumentBase* aa = find_argument(p, a->getName(), expanded_args);
-			if (aa != NULL)
-				args.emplace_back(aa);
-		}
-
-		// call constructor
-		int uid = new_uid();
-		ReusableTask* n_task = ReusableTask::ReusableTaskFactory::getTaskFromName(t->first, args, rt);
-		n_task->setId(uid);
-		n_task->setTaskName(t->first);
-		// set prevoius task dependency if this isn't the first task generated
-		if (t != tasks_desc.rbegin()) {
-			prev_task->parentTask = n_task->getId();
-		}
-		prev_task = n_task;
-		tasks.emplace_back(n_task);
-		// cout << "[task_generator] new task " << uid << ":" << t->first << " from stage " << p->getId() << endl;
-		// cout << "[task_generator] \targs:" << endl;
-		// n_task->print();
-
-	}
-
-	return tasks;
-}
-
-ReusableTask* find_task(list<ReusableTask*> l, string name) {
-	for (ReusableTask* t : l)
-		if (t->getTaskName().compare(name) == 0)
-			return t;
-	return NULL;
-}
-
-list<ReusableTask*> find_tasks(list<ReusableTask*> l, string name) {
-	list<ReusableTask*> tasks;
-	for (ReusableTask* t : l)
-		if (t->getTaskName().compare(name) == 0)
-			tasks.emplace_back(t);
-	return tasks;
-}
-
-void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<string, list<ArgumentBase*>> ref) {
-
-	s->reused = current;
-
-	ReusableTask* current_frontier_reusable_tasks;
-	map<std::string, std::list<ArgumentBase*>>::iterator p=ref.begin();
-	ReusableTask* prev_reusable_task = NULL;
-	for (; p!=ref.end(); p++) {
-		// verify if this is the first reusable task
-		ReusableTask* t_s = find_task(s->tasks, p->first);
-		list<ReusableTask*> t_cur = find_tasks(current->tasks, p->first);
-
-		// check all of the same tasks of current
-		bool reusable = false;
-		for (ReusableTask* t : t_cur) {
-			// verify if t_s is reusable by checking if it's compatible with a task t and
-			//   if the prev_reusable_task is also the predecessor of t.
-			if (t->reusable(t_s) && (prev_reusable_task == NULL || 
-									prev_reusable_task->getId() == t->parentTask)) {
-				reusable = true;
-				prev_reusable_task = t;
-				current_frontier_reusable_tasks = t;
-				break;
-			}
-		}
-		if (!reusable) {
-			break;
-		}
-
-		// free t_s since it was reused
-		delete t_s;
-	}
-
-	// updates the first non-reusable task dependency
-	ReusableTask* frontier = find_task(s->tasks, p->first);
-	frontier->parentTask = current_frontier_reusable_tasks->getId();
-	current->tasks.emplace_front(frontier);
-	p++;
-
-	// adds the remaining non-reusable tasks to current
-	for (; p!=ref.end(); p++) {
-		current->tasks.emplace_front(find_task(s->tasks, p->first));
-	}
-
-	// remove all tasks references since they were either deleted above or have been sent to current
-	s->tasks.clear();
-}
-
-// attempt to merge a list of PCB, returning the new list with only the merged PCBs
-list<PipelineComponentBase*> merge_stages(list<PipelineComponentBase*> stages, 
-	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
-
-	if (stages.size() == 1)
-		return stages;
-
-	list<PipelineComponentBase*>::iterator i = stages.begin();
-	
-	for (; i!=stages.end(); i++) {
-		for (list<PipelineComponentBase*>::iterator j = next(i); j!=stages.end();) {
-			if (merging_condition(*i, *j, args, ref)) {
-				merge_stages(*i, *j, ref);
-				j = stages.erase(j);
-			} else
-				j++;
-		}
-	}
-
-	return stages;
-}
-
-// Attempt to merge a list of PCB, returning a list of PCBs with the same size.
-// The new list will have the merged PCBs without any tasks and with the reuse
-// atribute set as true.
-list<PipelineComponentBase*> merge_stages_full(list<PipelineComponentBase*> stages, 
-	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
-
-	if (stages.size() == 1)
-		return stages;
-
-	list<PipelineComponentBase*>::iterator i = stages.begin();
-	
-	for (; i!=stages.end(); i++) {
-		for (list<PipelineComponentBase*>::iterator j = next(i); j!=stages.end(); j++) {
-			if (merging_condition(*i, *j, args, ref)) {
-				merge_stages(*i, *j, ref);
-				(*j)->reused = *i;
-			}
-		}
-	}
-
-	return stages;
-}
-
-mincut::weight_t get_reuse_factor(PipelineComponentBase* s1, PipelineComponentBase* s2, 
-	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
-
-	if (!merging_condition(s1, s2, args, ref))
-		return 0;
-
-	PipelineComponentBase* s1_clone = s1->clone();
-	s1_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
-	PipelineComponentBase* s2_clone = s2->clone();
-	s2_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
-
-	merge_stages(s1_clone, s2_clone, ref);
-
-	mincut::weight_t ret = s1->tasks.size() + s2->tasks.size() - s1_clone->tasks.size();
-
-	// clean memory
-	s1_clone->remove_outputs = true;
-	delete s1_clone;
-	s2_clone->remove_outputs = true;
-	delete s2_clone;
-
-	return ret;
-}
-
 mincut::weight_t get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2, map<size_t, int> id2task,  
 	map<int, PipelineComponentBase*> current_stages, map<int, ArgumentBase*> &args,
 	map<string, list<ArgumentBase*>> ref) {
@@ -1593,77 +1316,6 @@ mincut::weight_t get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2,
 	return ret;
 }
 
-float calc_stage_proc(list<PipelineComponentBase*> s, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
-	list<PipelineComponentBase*>::iterator i = s.begin();
-	
-
-	for (; i!=s.end(); i++) {
-		PipelineComponentBase* current = (*i)->clone();
-		current->setLocation(PipelineComponentBase::WORKER_SIDE);
-		for (list<PipelineComponentBase*>::iterator j = next(i); j!=s.end();) {
-			if (merging_condition(*i, *j, args, ref)) {
-				PipelineComponentBase* j_clone = (*j)->clone();
-				j_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
-				merge_stages(current, j_clone, ref);
-				j_clone->remove_outputs = true;
-				delete j_clone;
-				j = s.erase(j);
-			} else
-				j++;
-		}
-		(*i) = current;
-	}
-
-	float proc_cost = 0;
-	for (PipelineComponentBase* p : s) {
-		for (ReusableTask* t : p->tasks)
-			// proc_cost += t->getProcCost();
-			proc_cost++;
-		p->remove_outputs = true;
-		delete p;
-	}
-
-	return proc_cost;
-}
-
-// just add PCB s symbolicaly and calc the cost with stages
-float calc_stage_proc(list<PipelineComponentBase*> stages, PipelineComponentBase* s, map<int, ArgumentBase*> &args, 
-	map<string, list<ArgumentBase*>> ref) {
-	stages.emplace_back(s);
-	return calc_stage_proc(stages, args, ref);
-}
-
-float calc_stage_mem(list<PipelineComponentBase*> s, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
-	list<PipelineComponentBase*>::iterator i = s.begin();
-
-	for (; i!=s.end(); i++) {
-		PipelineComponentBase* current = (*i)->clone();
-		current->setLocation(PipelineComponentBase::WORKER_SIDE);
-		for (list<PipelineComponentBase*>::iterator j = next(i); j!=s.end();) {
-			if (merging_condition(*i, *j, args, ref)) {
-				PipelineComponentBase* j_clone = (*j)->clone();
-				j_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
-				merge_stages(current, j_clone, ref);
-				j = s.erase(j);
-				j_clone->remove_outputs = true;
-				delete j_clone;
-			} else
-				j++;
-		}
-	}
-
-	float mem_cost = 0;
-	for (PipelineComponentBase* p : s) {
-		for (ReusableTask* t : p->tasks)
-			// mem_cost += t->getMemCost();
-			mem_cost+=0;
-		p->remove_outputs = true;
-		delete p;
-	}
-
-	return mem_cost;
-}
-
 bool cutting_condition(list<PipelineComponentBase*> current, float nrS_mksp, float max_mem, 
 	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
 
@@ -2070,20 +1722,13 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 		list<PipelineComponentBase*> current_stages;
 		filter_stages(all_stages, ref->second->getName(), current_stages);
 
+		cout << "[merge_stages_fine_grain] Generating tasks..." << endl;
 		// generate all tasks
-		int nrS = 0;
-		double max_nrS_mksp = 0;
 		for (list<PipelineComponentBase*>::iterator s=current_stages.begin(); s!=current_stages.end(); ) {
 			// if the stage isn't composed of reusable tasks then 
 			(*s)->tasks = task_generator(ref->second->tasksDesc, *s, rt, expanded_args);
 			if ((*s)->tasks.size() == 0) {
 				merged_stages[(*s)->getId()] = *s;
-				
-				// makespan calculations
-				nrS++;
-				if ((*s)->getMksp() > max_nrS_mksp)
-					max_nrS_mksp = (*s)->getMksp();
-
 				s = current_stages.erase(s);
 			} else
 				s++;
@@ -2097,7 +1742,7 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 			continue;
 		}
 
-		list<list<PipelineComponentBase*>> solution = montecarlo_recursive_cut(current_stages, all_stages, 
+		list<list<PipelineComponentBase*>> solution = reuse_tree_merging(current_stages, all_stages, 
 			max_bucket_size, expanded_args, ref->second->tasksDesc);
 
 		// write merging solution
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
new file mode 100644
index 0000000..6a44949
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
@@ -0,0 +1,260 @@
+#include "reuse_tree.hpp"
+
+#include <iostream>
+#include <string>
+
+void print_reuse_node(const reuse_node_t* n, int tt) {
+	for (int i=0; i<tt; i++)
+		std::cout << "\t";
+	string p = n->parent==NULL ? " no parent" : to_string(n->parent->stage_ref->getId());
+	std::cout << n->stage_ref->getId() << ", parent: " << p << std::endl;
+	for (reuse_node_t* nn : n->children)
+		print_reuse_node(nn, tt+1);
+}
+
+void print_reuse_tree(const reuse_tree_t& t) {
+	std::cout << "tree of height " << t.height << ":" << std::endl;
+	for (reuse_node_t* n : t.parents)
+		print_reuse_node(n, 1);
+}
+
+void print_leafs_parent_list(const list<reuse_node_t*>& l) {
+	for (reuse_node_t* n : l)
+		std::cout << n->stage_ref->getId() << std::endl;
+}
+
+void recursive_insert_stage(list<reuse_node_t*>& node_list, PipelineComponentBase* s, 
+	reuse_node_t* parent, int height, int curr_level, const map<int, ArgumentBase*>& args,
+	const map<string, list<ArgumentBase*>>& ref) {
+
+	// stopping condition
+	if (curr_level >= height) {
+		// std::cout << "[recursive_insert_stage][" << curr_level << "] stop for " 
+		// 	<< s->getId() << std::endl;
+		return;
+	}
+
+	// attempt to find if there is a reuse oportunity on this level
+	reuse_node_t* reusable_node = NULL;
+	for (reuse_node_t* n : node_list) {
+		// check if the reuse factor matches the minimum required for this level
+		// std::cout << "[recursive_insert_stage][" << curr_level << "] checking " 
+		// 	<< s->getId() << " with " << n->stage_ref->getId() << std::endl;
+		if (get_reuse_factor(s, n->stage_ref, args, ref) > curr_level) {
+			// std::cout << "[recursive_insert_stage][" << curr_level << "] " << s->getId() 
+			// 	<< " is reusable with " << n->stage_ref->getId() << std::endl;
+			reusable_node = n;
+			break;
+		}
+	}
+
+	// if there isn't a reusable node then create a new node for s
+	if (reusable_node == NULL) {
+		// std::cout << "[recursive_insert_stage][" << curr_level 
+		// 	<< "] no reusable node for " << s->getId() << std::endl;
+		reuse_node_t* new_node = new reuse_node_t;
+		node_list.emplace_back(new_node);
+		new_node->parent = parent;
+		new_node->stage_ref = s;
+		recursive_insert_stage(new_node->children, s, 
+			new_node, height, curr_level+1, args, ref);
+	}
+	// if there is a reusable stage then continue the recursive traverse on this node
+	else {
+		// std::cout << "[recursive_insert_stage][" << curr_level 
+		// 	<< "] recurring" << std::endl;
+		recursive_insert_stage(reusable_node->children, s, 
+			reusable_node, height, curr_level+1, args, ref);
+	}
+}
+
+// Generates the reuse tree based on the reuse level of the stages
+reuse_tree_t generate_reuse_tree(const list<PipelineComponentBase*>& stages, 
+	const map<int, ArgumentBase*>& args, const map<string, list<ArgumentBase*>>& ref) {
+	reuse_tree_t reuse_tree;
+
+	// set the height based on the number of tasks every stage has
+	reuse_tree.height = ref.size();
+
+	// add every stage to the reuse tree
+	for (PipelineComponentBase* s : stages) {
+		// find the reuse level (i.e reuse tree height) node of the stage
+		recursive_insert_stage(reuse_tree.parents, s, NULL, 
+			reuse_tree.height, 0, args, ref);
+	}
+
+	return reuse_tree;
+}
+
+// Traverse the tree, getting the leafs' parents' references
+list<reuse_node_t*> generate_leafs_parent_list(reuse_node_t* reuse_node, int height) {
+	list<reuse_node_t*> leafs_parent_list;
+
+	// check stoping condition: is a leaf node parent?
+	if (height == 1) {
+		// if it is a leaf node parent, add the reference to itself
+		leafs_parent_list.emplace_back(reuse_node);
+	} else {
+		// if it's another mid node, perform the recursive for all its children
+		for (reuse_node_t* n : reuse_node->children) {
+			list<reuse_node_t*> current_leafs_parent_list = generate_leafs_parent_list(n, height-1);
+			leafs_parent_list.insert(leafs_parent_list.begin(), 
+				current_leafs_parent_list.begin(), current_leafs_parent_list.end());
+		}
+	}
+
+	return leafs_parent_list;
+}
+
+// Generate the leafs' parents' references list from the root node
+list<reuse_node_t*> generate_leafs_parent_list(reuse_tree_t& reuse_tree) {
+	list<reuse_node_t*> leafs_parent_list;
+
+	for (reuse_node_t* n : reuse_tree.parents) {
+		list<reuse_node_t*> current_leafs_parent_list = generate_leafs_parent_list(n, reuse_tree.height-1);
+		leafs_parent_list.insert(leafs_parent_list.begin(), 
+			current_leafs_parent_list.begin(), current_leafs_parent_list.end());
+	}
+
+	return leafs_parent_list;
+}
+
+// Remove the node from its parent and keep recurring until there is
+// a parent with at least one still usable node
+void recursive_update_parent(reuse_tree_t& t, reuse_node_t* n) {
+	if (n->parent == NULL) {
+		t.parents.remove(n);
+		return;
+	}
+
+	n->parent->children.remove(n);
+
+	if (n->parent->children.size() == 0)
+		recursive_update_parent(t, n->parent);
+}
+
+// Prunes the reuse tree based on the leafs_parent_list, returning a list of new buckets
+// to be merged, and updates the tree internal structure
+list<list<PipelineComponentBase*>> prune_leaf_level(reuse_tree_t& reuse_tree, 
+	const list<reuse_node_t*>& leafs_parent_list, int max_bucket_size) {
+	
+	list<list<PipelineComponentBase*>> new_buckets;
+
+	// attempt to make buckets of every children's leaf list
+	for (reuse_node_t* n : leafs_parent_list) {
+		std::cout << "[prune_leaf_level] parent " << n->stage_ref->getId() 
+			<< " has " << n->children.size() << " children and mbs " 
+			<< max_bucket_size << std::endl;
+
+		// finishes the loop if we can't perform any more simple merging operations
+		if (n->children.size() < max_bucket_size)
+			continue;
+
+		std::cout << "[prune_leaf_level] parent " << n->stage_ref->getId() 
+			<< " has reuse" << std::endl;
+
+		// Keep making buckets until the remaining stages number 
+		// is less than max_bucket_size
+		int count;
+		for (list<reuse_node_t*>::iterator c=n->children.begin(); 
+			c!=n->children.end() && n->children.size() >= max_bucket_size;) {
+
+			while (n->children.size() >= max_bucket_size) {
+				list<PipelineComponentBase*> new_bucket;
+				count = 0;
+				std::cout << "[prune_leaf_level] starting bucket of "
+					<< n->stage_ref->getId() << " with size 0" << std::endl;
+				while (count < max_bucket_size) {
+					std::cout << "[prune_leaf_level]\tadding "
+						<< (*c)->stage_ref->getId() << " to the bucket" << std::endl;
+					new_bucket.emplace_back((*c)->stage_ref);
+					c = n->children.erase(c);
+					count++;
+				}
+				new_buckets.emplace_back(new_bucket);
+			}
+		}
+
+		// remove the parent node from its parent if there is no more leafs
+		// also, keep performing this recursively
+		if (n->children.size() == 0) {
+			std::cout << "[prune_leaf_level] performing recursive update on "
+				<< n->stage_ref->getId() << std::endl;
+			recursive_update_parent(reuse_tree, n);
+		}
+	}
+
+	// TODO: keep merging until each child has at most one leaf
+	// this merging must attempt to keep the leafs of the same child together
+
+	return new_buckets;
+}
+
+// Sends the leaf nodes of the reuse tree one level up, to their parents
+void move_reuse_tree_up(reuse_tree_t& reuse_tree, 
+	const list<reuse_node_t*>& leafs_parent_list) {
+	
+	// performs the move up operation for every leafs' parent node n
+	for (reuse_node_t* n : leafs_parent_list) {
+		// adds the node children to its parent
+		n->parent->children.insert(n->parent->children.begin(), 
+			n->children.begin(), n->children.end());
+
+		// removes itself from the parent node
+		n->parent->children.remove(n);
+	}
+
+	// update the tree height
+	reuse_tree.height--;
+}
+
+// Performs the stage mearging using the reuse tree algorithm
+list<list<PipelineComponentBase*>> reuse_tree_merging(
+	const list<PipelineComponentBase*>& stages_to_merge, 
+	const map<int, PipelineComponentBase*> &all_stages, int max_bucket_size, 
+	const map<int, ArgumentBase*> &args, const map<string, list<ArgumentBase*>>& ref) {
+
+	list<list<PipelineComponentBase*>> solution;
+
+	reuse_tree_t reuse_tree = generate_reuse_tree(stages_to_merge, args, ref);
+
+
+	// keep prunning and rising the tree until the root height
+	while (reuse_tree.height > 2) {
+		print_reuse_tree(reuse_tree);
+		// perform current height merging iteration
+		list<reuse_node_t*> leafs_parent_list = generate_leafs_parent_list(reuse_tree);
+		// print_leafs_parent_list(leafs_parent_list);
+		list<list<PipelineComponentBase*>> new_buckets = prune_leaf_level(
+			reuse_tree, leafs_parent_list, max_bucket_size);
+		move_reuse_tree_up(reuse_tree, leafs_parent_list);
+
+		// add new_buckets to final solution
+		solution.insert(solution.begin(), new_buckets.begin(), new_buckets.end());
+	}
+
+	print_reuse_tree(reuse_tree);
+
+	// add the remaining unmerged stages to the final solution as single stage buckets
+	if (reuse_tree.parents.size() > 0) {
+		for (reuse_node_t* n : reuse_tree.parents) {
+			for (reuse_node_t* nn : n->children) {
+				list<PipelineComponentBase*> single_stage;
+				single_stage.emplace_back(nn->stage_ref);
+				solution.emplace_back(single_stage);
+			}
+		}
+	}
+
+	std::cout << "FINAL SOLUTION" << std::endl;
+	for (list<PipelineComponentBase*> b : solution) {
+		std::cout << "bucket of size " << b.size() << " with cost " 
+			<< calc_stage_proc(b, args, ref) << std::endl;
+		for (PipelineComponentBase* s : b) {
+			std::cout << "\t" << s->getId() << std::endl;
+		}
+	}
+	std::cout << std::endl << std::endl << std::endl;
+
+	return solution;
+}
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp
new file mode 100644
index 0000000..eb89188
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp
@@ -0,0 +1,25 @@
+#ifndef REUSE_TREE_HPP
+#define REUSE_TREE_HPP
+
+#include <list>
+
+#include "../merging.hpp"
+
+typedef struct reuse_node_t {
+	reuse_node_t* parent;
+	std::list<reuse_node_t*> children;
+	PipelineComponentBase* stage_ref;
+} reuse_node_t;
+
+typedef struct {
+	std::list<reuse_node_t*> parents;
+	int height;
+} reuse_tree_t;
+
+// Performs the stage mearging using the reuse tree algorithm
+list<list<PipelineComponentBase*>> reuse_tree_merging(const list<PipelineComponentBase*>& stages_to_merge, 
+	const map<int, PipelineComponentBase*> &all_stages, int max_bucket_size, 
+	const map<int, ArgumentBase*> &args, const map<string, list<ArgumentBase*>>& ref);
+
+
+#endif
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp
new file mode 100644
index 0000000..a1fd0cb
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp
@@ -0,0 +1,319 @@
+#include "merging.hpp"
+
+int new_uid() {
+	return uid++;
+}
+
+ArgumentBase* find_argument(PipelineComponentBase* p, string name, map<int, ArgumentBase*> expanded_args) {
+	for(int i : p->getInputs()){
+		if (expanded_args[i]->getName().compare(name) == 0) {
+			return expanded_args[i];
+		}
+	}
+	for(int i : p->getOutputs()){
+		if (expanded_args[i]->getName().compare(name) == 0) {
+			return expanded_args[i];
+		}
+	}
+
+	return NULL;
+}
+
+// This function assumes that the merged PCB has at least, but not limited to one ReusableTask on tasks
+// of type task_name. Also, to_merge must have exactly one ReusableTask of type task_name. These
+// conditions are not checked.
+bool exists_reusable_task(const PipelineComponentBase* merged, const PipelineComponentBase* to_merge, string task_name) {
+	// get the only task of to_merge that has the type task_name
+	ReusableTask* to_merge_task = NULL;
+	for (ReusableTask* t : to_merge->tasks)
+		if (t->getTaskName().compare(task_name) == 0)
+			to_merge_task = t;
+
+	// attempt to find the same task on merged
+	for (ReusableTask* t : merged->tasks)
+		if (t->getTaskName().compare(task_name) == 0 && 
+				to_merge_task->reusable(t))
+			return true;
+
+	return false;
+}
+
+// for the meantime the mearging will happen whenever at least the first task is reusable
+bool merging_condition(const PipelineComponentBase* merged, const PipelineComponentBase* to_merge, 
+	const map<int, ArgumentBase*> &args, const map<string, list<ArgumentBase*>>& ref) {
+	
+	// compatibility with stages that dont implement task reuse
+	if (ref.size() == 0)
+		return false;
+
+	// if any of the stages were already reused they can't be merged
+	if (to_merge->reused != NULL)
+		return false;
+
+	// verify if the first task is reusable
+	if (!exists_reusable_task(merged, to_merge, ref.begin()->first))
+		return false;
+
+	// verify if the stage dependecy is the same
+	for (ArgumentBase* a1 : merged->getArguments()) {
+		ArgumentBase* arg1 = args.at(a1->getId());
+		if (arg1->getParent() != 0) {
+			for (ArgumentBase* a2 : to_merge->getArguments()) {
+				ArgumentBase* arg2 = args.at(a2->getId());
+				if (arg1->getParent() == arg2->getParent()) {
+					return true;
+				}
+			}
+		}
+	}
+
+	return false;
+}
+
+// filters all the stages from an input map by the stage's name
+void filter_stages(const map<int, PipelineComponentBase*> &all_stages, 
+	string stage_name, list<PipelineComponentBase*> &filtered_stages) {
+
+	for (pair<int, PipelineComponentBase*> p : all_stages)
+		if (p.second->getName().compare(stage_name) == 0)
+			filtered_stages.emplace_back(p.second);
+}
+
+list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc, PipelineComponentBase* p, 
+	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args) {
+
+	list<ReusableTask*> tasks;
+	ReusableTask* prev_task = NULL;
+
+	// traverse the map on reverse order to set dependencies
+	for (map<string, list<ArgumentBase*>>::reverse_iterator t=tasks_desc.rbegin(); t!=tasks_desc.rend(); t++) {
+		// get task args
+		list<ArgumentBase*> args;
+		for (ArgumentBase* a : t->second) {
+			ArgumentBase* aa = find_argument(p, a->getName(), expanded_args);
+			if (aa != NULL)
+				args.emplace_back(aa);
+		}
+
+		// call constructor
+		int uid = new_uid();
+		ReusableTask* n_task = ReusableTask::ReusableTaskFactory::getTaskFromName(t->first, args, rt);
+		n_task->setId(uid);
+		n_task->setTaskName(t->first);
+		// set prevoius task dependency if this isn't the first task generated
+		if (t != tasks_desc.rbegin()) {
+			prev_task->parentTask = n_task->getId();
+		}
+		prev_task = n_task;
+		tasks.emplace_back(n_task);
+		// cout << "[task_generator] new task " << uid << ":" << t->first << " from stage " << p->getId() << endl;
+		// cout << "[task_generator] \targs:" << endl;
+		// n_task->print();
+
+	}
+
+	return tasks;
+}
+
+ReusableTask* find_task(list<ReusableTask*> l, string name) {
+	for (ReusableTask* t : l)
+		if (t->getTaskName().compare(name) == 0)
+			return t;
+	return NULL;
+}
+
+list<ReusableTask*> find_tasks(list<ReusableTask*> l, string name) {
+	list<ReusableTask*> tasks;
+	for (ReusableTask* t : l)
+		if (t->getTaskName().compare(name) == 0)
+			tasks.emplace_back(t);
+	return tasks;
+}
+
+void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<string, list<ArgumentBase*>> ref) {
+
+	s->reused = current;
+
+	ReusableTask* current_frontier_reusable_tasks;
+	map<std::string, std::list<ArgumentBase*>>::iterator p=ref.begin();
+	ReusableTask* prev_reusable_task = NULL;
+	for (; p!=ref.end(); p++) {
+		// verify if this is the first reusable task
+		ReusableTask* t_s = find_task(s->tasks, p->first);
+		list<ReusableTask*> t_cur = find_tasks(current->tasks, p->first);
+
+		// check all of the same tasks of current
+		bool reusable = false;
+		for (ReusableTask* t : t_cur) {
+			// verify if t_s is reusable by checking if it's compatible with a task t and
+			//   if the prev_reusable_task is also the predecessor of t.
+			if (t->reusable(t_s) && (prev_reusable_task == NULL || 
+									prev_reusable_task->getId() == t->parentTask)) {
+				reusable = true;
+				prev_reusable_task = t;
+				current_frontier_reusable_tasks = t;
+				break;
+			}
+		}
+		if (!reusable) {
+			break;
+		}
+
+		// free t_s since it was reused
+		delete t_s;
+	}
+
+	// updates the first non-reusable task dependency
+	ReusableTask* frontier = find_task(s->tasks, p->first);
+	frontier->parentTask = current_frontier_reusable_tasks->getId();
+	current->tasks.emplace_front(frontier);
+	p++;
+
+	// adds the remaining non-reusable tasks to current
+	for (; p!=ref.end(); p++) {
+		current->tasks.emplace_front(find_task(s->tasks, p->first));
+	}
+
+	// remove all tasks references since they were either deleted above or have been sent to current
+	s->tasks.clear();
+}
+
+// attempt to merge a list of PCB, returning the new list with only the merged PCBs
+list<PipelineComponentBase*> merge_stages(list<PipelineComponentBase*> stages, 
+	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
+
+	if (stages.size() == 1)
+		return stages;
+
+	list<PipelineComponentBase*>::iterator i = stages.begin();
+	
+	for (; i!=stages.end(); i++) {
+		for (list<PipelineComponentBase*>::iterator j = next(i); j!=stages.end();) {
+			if (merging_condition(*i, *j, args, ref)) {
+				merge_stages(*i, *j, ref);
+				j = stages.erase(j);
+			} else
+				j++;
+		}
+	}
+
+	return stages;
+}
+
+// Attempt to merge a list of PCB, returning a list of PCBs with the same size.
+// The new list will have the merged PCBs without any tasks and with the reuse
+// atribute set as true.
+list<PipelineComponentBase*> merge_stages_full(list<PipelineComponentBase*> stages, 
+	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
+
+	if (stages.size() == 1)
+		return stages;
+
+	list<PipelineComponentBase*>::iterator i = stages.begin();
+	
+	for (; i!=stages.end(); i++) {
+		for (list<PipelineComponentBase*>::iterator j = next(i); j!=stages.end(); j++) {
+			if (merging_condition(*i, *j, args, ref)) {
+				merge_stages(*i, *j, ref);
+				(*j)->reused = *i;
+			}
+		}
+	}
+
+	return stages;
+}
+
+int get_reuse_factor(PipelineComponentBase* s1, PipelineComponentBase* s2, 
+	const map<int, ArgumentBase*> &args, const map<string, list<ArgumentBase*>>& ref) {
+
+	if (!merging_condition(s1, s2, args, ref))
+		return 0;
+
+	PipelineComponentBase* s1_clone = s1->clone();
+	s1_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
+	PipelineComponentBase* s2_clone = s2->clone();
+	s2_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
+
+	merge_stages(s1_clone, s2_clone, ref);
+
+	int ret = s1->tasks.size() + s2->tasks.size() - s1_clone->tasks.size();
+
+	// clean memory
+	s1_clone->remove_outputs = true;
+	delete s1_clone;
+	s2_clone->remove_outputs = true;
+	delete s2_clone;
+
+	return ret;
+}
+
+float calc_stage_proc(list<PipelineComponentBase*> s, const map<int, ArgumentBase*> &args, const map<string, list<ArgumentBase*>>& ref) {
+	list<PipelineComponentBase*>::iterator i = s.begin();
+	
+
+	for (; i!=s.end(); i++) {
+		PipelineComponentBase* current = (*i)->clone();
+		current->setLocation(PipelineComponentBase::WORKER_SIDE);
+		for (list<PipelineComponentBase*>::iterator j = next(i); j!=s.end();) {
+			if (merging_condition(*i, *j, args, ref)) {
+				PipelineComponentBase* j_clone = (*j)->clone();
+				j_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
+				merge_stages(current, j_clone, ref);
+				j_clone->remove_outputs = true;
+				delete j_clone;
+				j = s.erase(j);
+			} else
+				j++;
+		}
+		(*i) = current;
+	}
+
+	float proc_cost = 0;
+	for (PipelineComponentBase* p : s) {
+		for (ReusableTask* t : p->tasks)
+			// proc_cost += t->getProcCost();
+			proc_cost++;
+		p->remove_outputs = true;
+		delete p;
+	}
+
+	return proc_cost;
+}
+
+// just add PCB s symbolicaly and calc the cost with stages
+float calc_stage_proc(list<PipelineComponentBase*> stages, PipelineComponentBase* s, map<int, ArgumentBase*> &args, 
+	map<string, list<ArgumentBase*>> ref) {
+	stages.emplace_back(s);
+	return calc_stage_proc(stages, args, ref);
+}
+
+float calc_stage_mem(list<PipelineComponentBase*> s, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
+	list<PipelineComponentBase*>::iterator i = s.begin();
+
+	for (; i!=s.end(); i++) {
+		PipelineComponentBase* current = (*i)->clone();
+		current->setLocation(PipelineComponentBase::WORKER_SIDE);
+		for (list<PipelineComponentBase*>::iterator j = next(i); j!=s.end();) {
+			if (merging_condition(*i, *j, args, ref)) {
+				PipelineComponentBase* j_clone = (*j)->clone();
+				j_clone->setLocation(PipelineComponentBase::WORKER_SIDE);
+				merge_stages(current, j_clone, ref);
+				j = s.erase(j);
+				j_clone->remove_outputs = true;
+				delete j_clone;
+			} else
+				j++;
+		}
+	}
+
+	float mem_cost = 0;
+	for (PipelineComponentBase* p : s) {
+		for (ReusableTask* t : p->tasks)
+			// mem_cost += t->getMemCost();
+			mem_cost+=0;
+		p->remove_outputs = true;
+		delete p;
+	}
+
+	return mem_cost;
+}
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp
new file mode 100644
index 0000000..c335c88
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp
@@ -0,0 +1,52 @@
+#ifndef MERGING_HPP
+#define MERGING_HPP
+
+#include "Argument.h"
+#include "PipelineComponentBase.h"
+
+// global uid for any local(this file and PipelineManager) entity
+static int uid=1;
+int new_uid();
+
+ArgumentBase* find_argument(PipelineComponentBase* p, string name, map<int, ArgumentBase*> expanded_args);
+
+// This function assumes that the merged PCB has at least, but not limited to one ReusableTask on tasks
+// of type task_name. Also, to_merge must have exactly one ReusableTask of type task_name. These
+// conditions are not checked.
+bool exists_reusable_task(const PipelineComponentBase* merged, const PipelineComponentBase* to_merge, string task_name);
+
+// for the meantime the mearging will happen whenever at least the first task is reusable
+bool merging_condition(const PipelineComponentBase* merged, const PipelineComponentBase* to_merge, 
+	const map<int, ArgumentBase*> &args, const map<string, list<ArgumentBase*>>& ref);
+
+// filters all the stages from an input map by the stage's name
+void filter_stages(const map<int, PipelineComponentBase*> &all_stages, 
+	string stage_name, list<PipelineComponentBase*> &filtered_stages);
+
+list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc, PipelineComponentBase* p, 
+	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args);
+
+ReusableTask* find_task(list<ReusableTask*> l, string name);
+
+list<ReusableTask*> find_tasks(list<ReusableTask*> l, string name);
+
+void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<string, list<ArgumentBase*>> ref);
+
+// Attempt to merge a list of PCB, returning a list of PCBs with the same size.
+// The new list will have the merged PCBs without any tasks and with the reuse
+// atribute set as true.
+list<PipelineComponentBase*> merge_stages_full(list<PipelineComponentBase*> stages, 
+	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref);
+
+int get_reuse_factor(PipelineComponentBase* s1, PipelineComponentBase* s2, 
+	const map<int, ArgumentBase*> &args, const map<string, list<ArgumentBase*>>& ref);
+
+float calc_stage_proc(list<PipelineComponentBase*> s, const map<int, ArgumentBase*> &args, const map<string, list<ArgumentBase*>>& ref);
+
+// just add PCB s symbolicaly and calc the cost with stages
+float calc_stage_proc(list<PipelineComponentBase*> stages, PipelineComponentBase* s, map<int, ArgumentBase*> &args, 
+	map<string, list<ArgumentBase*>> ref);
+
+float calc_stage_mem(list<PipelineComponentBase*> s, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref);
+
+#endif

From e8dd98d3724544859c204cf1c1f9ab49d225945f Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Tue, 11 Oct 2016 11:20:58 -0300
Subject: [PATCH 63/87] First reuse tree optimization (now ~30% reuse).

---
 .../graph/reuse_tree.cpp                      | 28 ++++++++++++++++---
 1 file changed, 24 insertions(+), 4 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
index 6a44949..4833885 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
@@ -237,11 +237,31 @@ list<list<PipelineComponentBase*>> reuse_tree_merging(
 
 	// add the remaining unmerged stages to the final solution as single stage buckets
 	if (reuse_tree.parents.size() > 0) {
+		// go through all parent nodes
 		for (reuse_node_t* n : reuse_tree.parents) {
-			for (reuse_node_t* nn : n->children) {
-				list<PipelineComponentBase*> single_stage;
-				single_stage.emplace_back(nn->stage_ref);
-				solution.emplace_back(single_stage);
+			// go though all parent child nodes
+			for (list<reuse_node_t*>::iterator nn=n->children.begin(); 
+				nn!=n->children.end() && n->children.size() >= max_bucket_size;) {
+
+				// keep creating buckets if possible
+				while (n->children.size() >= max_bucket_size) {
+					list<PipelineComponentBase*> new_bucket;
+					int count = 0;
+					while (count < max_bucket_size) {
+						new_bucket.emplace_back((*nn)->stage_ref);
+						nn = n->children.erase(nn);
+						count++;
+					}
+					solution.emplace_back(new_bucket);
+				}
+			}
+
+			// create a final bucket with all remaining stages, if there are any
+			if (n->children.size() > 0) {
+				list<PipelineComponentBase*> final_stage;
+				for (reuse_node_t* nn : n->children)
+					final_stage.emplace_back(nn->stage_ref);
+				solution.emplace_back(final_stage);
 			}
 		}
 	}

From 368d60a7eb02d72bbb58f348650771a64b4602b0 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Tue, 11 Oct 2016 20:19:39 -0300
Subject: [PATCH 64/87] Removed cout's form merging algorithm

---
 .../graph/reuse_tree.cpp                      | 65 +++++++++----------
 1 file changed, 32 insertions(+), 33 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
index 4833885..f2d3726 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
@@ -97,7 +97,8 @@ list<reuse_node_t*> generate_leafs_parent_list(reuse_node_t* reuse_node, int hei
 	} else {
 		// if it's another mid node, perform the recursive for all its children
 		for (reuse_node_t* n : reuse_node->children) {
-			list<reuse_node_t*> current_leafs_parent_list = generate_leafs_parent_list(n, height-1);
+			list<reuse_node_t*> current_leafs_parent_list = 
+				generate_leafs_parent_list(n, height-1);
 			leafs_parent_list.insert(leafs_parent_list.begin(), 
 				current_leafs_parent_list.begin(), current_leafs_parent_list.end());
 		}
@@ -121,16 +122,15 @@ list<reuse_node_t*> generate_leafs_parent_list(reuse_tree_t& reuse_tree) {
 
 // Remove the node from its parent and keep recurring until there is
 // a parent with at least one still usable node
-void recursive_update_parent(reuse_tree_t& t, reuse_node_t* n) {
+void recursive_remove_parent(reuse_tree_t& t, reuse_node_t* n) {
 	if (n->parent == NULL) {
 		t.parents.remove(n);
-		return;
-	}
-
-	n->parent->children.remove(n);
+	} else {
+		n->parent->children.remove(n);
 
-	if (n->parent->children.size() == 0)
-		recursive_update_parent(t, n->parent);
+		if (n->parent->children.size() == 0)
+			recursive_remove_parent(t, n->parent);
+	}
 }
 
 // Prunes the reuse tree based on the leafs_parent_list, returning a list of new buckets
@@ -142,31 +142,30 @@ list<list<PipelineComponentBase*>> prune_leaf_level(reuse_tree_t& reuse_tree,
 
 	// attempt to make buckets of every children's leaf list
 	for (reuse_node_t* n : leafs_parent_list) {
-		std::cout << "[prune_leaf_level] parent " << n->stage_ref->getId() 
-			<< " has " << n->children.size() << " children and mbs " 
-			<< max_bucket_size << std::endl;
+		// std::cout << "[prune_leaf_level] parent " << n->stage_ref->getId() 
+		// 	<< " has " << n->children.size() << " children and mbs " 
+		// 	<< max_bucket_size << std::endl;
 
 		// finishes the loop if we can't perform any more simple merging operations
 		if (n->children.size() < max_bucket_size)
 			continue;
 
-		std::cout << "[prune_leaf_level] parent " << n->stage_ref->getId() 
-			<< " has reuse" << std::endl;
+		// std::cout << "[prune_leaf_level] parent " << n->stage_ref->getId() 
+		// 	<< " has reuse" << std::endl;
 
 		// Keep making buckets until the remaining stages number 
 		// is less than max_bucket_size
-		int count;
 		for (list<reuse_node_t*>::iterator c=n->children.begin(); 
 			c!=n->children.end() && n->children.size() >= max_bucket_size;) {
 
 			while (n->children.size() >= max_bucket_size) {
 				list<PipelineComponentBase*> new_bucket;
-				count = 0;
-				std::cout << "[prune_leaf_level] starting bucket of "
-					<< n->stage_ref->getId() << " with size 0" << std::endl;
+				int count = 0;
+				// std::cout << "[prune_leaf_level] starting bucket of "
+				// 	<< n->stage_ref->getId() << " with size 0" << std::endl;
 				while (count < max_bucket_size) {
-					std::cout << "[prune_leaf_level]\tadding "
-						<< (*c)->stage_ref->getId() << " to the bucket" << std::endl;
+					// std::cout << "[prune_leaf_level]\tadding "
+					// 	<< (*c)->stage_ref->getId() << " to the bucket" << std::endl;
 					new_bucket.emplace_back((*c)->stage_ref);
 					c = n->children.erase(c);
 					count++;
@@ -178,9 +177,9 @@ list<list<PipelineComponentBase*>> prune_leaf_level(reuse_tree_t& reuse_tree,
 		// remove the parent node from its parent if there is no more leafs
 		// also, keep performing this recursively
 		if (n->children.size() == 0) {
-			std::cout << "[prune_leaf_level] performing recursive update on "
-				<< n->stage_ref->getId() << std::endl;
-			recursive_update_parent(reuse_tree, n);
+			// std::cout << "[prune_leaf_level] performing recursive update on "
+			// 	<< n->stage_ref->getId() << std::endl;
+			recursive_remove_parent(reuse_tree, n);
 		}
 	}
 
@@ -221,7 +220,7 @@ list<list<PipelineComponentBase*>> reuse_tree_merging(
 
 	// keep prunning and rising the tree until the root height
 	while (reuse_tree.height > 2) {
-		print_reuse_tree(reuse_tree);
+		// print_reuse_tree(reuse_tree);
 		// perform current height merging iteration
 		list<reuse_node_t*> leafs_parent_list = generate_leafs_parent_list(reuse_tree);
 		// print_leafs_parent_list(leafs_parent_list);
@@ -233,7 +232,7 @@ list<list<PipelineComponentBase*>> reuse_tree_merging(
 		solution.insert(solution.begin(), new_buckets.begin(), new_buckets.end());
 	}
 
-	print_reuse_tree(reuse_tree);
+	// print_reuse_tree(reuse_tree);
 
 	// add the remaining unmerged stages to the final solution as single stage buckets
 	if (reuse_tree.parents.size() > 0) {
@@ -266,15 +265,15 @@ list<list<PipelineComponentBase*>> reuse_tree_merging(
 		}
 	}
 
-	std::cout << "FINAL SOLUTION" << std::endl;
-	for (list<PipelineComponentBase*> b : solution) {
-		std::cout << "bucket of size " << b.size() << " with cost " 
-			<< calc_stage_proc(b, args, ref) << std::endl;
-		for (PipelineComponentBase* s : b) {
-			std::cout << "\t" << s->getId() << std::endl;
-		}
-	}
-	std::cout << std::endl << std::endl << std::endl;
+	// std::cout << "FINAL SOLUTION" << std::endl;
+	// for (list<PipelineComponentBase*> b : solution) {
+	// 	std::cout << "bucket of size " << b.size() << " with cost " 
+	// 		<< calc_stage_proc(b, args, ref) << std::endl;
+	// 	for (PipelineComponentBase* s : b) {
+	// 		std::cout << "\t" << s->getId() << std::endl;
+	// 	}
+	// }
+	// std::cout << std::endl << std::endl << std::endl;
 
 	return solution;
 }
\ No newline at end of file

From e7bb37c734c98001339da5fe378e3c796b052cda Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Wed, 12 Oct 2016 20:17:06 -0300
Subject: [PATCH 65/87] Implemented and tested the second pass of pruning
 operation.

---
 .../graph/reuse_tree.cpp                      | 270 +++++++++++++++---
 .../graph/reuse_tree.hpp                      |   4 +
 .../PipelineRTFS-NS-Diff-FGO/merging.cpp      |   5 +
 3 files changed, 243 insertions(+), 36 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
index f2d3726..7385d7c 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
@@ -133,56 +133,242 @@ void recursive_remove_parent(reuse_tree_t& t, reuse_node_t* n) {
 	}
 }
 
+void cluster_merging(reuse_tree_t& reuse_tree, 
+	list<reuse_node_t*>& leafs_parent_list, 
+	list<list<PipelineComponentBase*>>& new_buckets,
+	int max_bucket_size) {
+
+	std::cout << "starting merging with " << leafs_parent_list.size() 
+		<< " parents" << std::endl;
+	// cluster the parents nodes of leafs_parent_list by their parents
+	multimap<reuse_node_t*, reuse_node_t*> parents_clusters;
+	set<reuse_node_t*> parents_clusters_keys;
+	for (reuse_node_t* n : leafs_parent_list) {
+		parents_clusters.emplace(n->parent, n);
+		parents_clusters_keys.emplace(n->parent);
+	}
+
+	// performs the merging for each one of the clusters
+	for (set<reuse_node_t*>::iterator p=parents_clusters_keys.begin(); 
+		p!=parents_clusters_keys.end(); p++) {
+
+		std::cout << "\titerating on cluster of parent node " 
+			<< (*p)->stage_ref->getId() << std::endl;
+
+		multimap<reuse_node_t*, reuse_node_t*>::iterator c_it = 
+			parents_clusters.lower_bound(*p);
+		multimap<reuse_node_t*, reuse_node_t*>::iterator c_end = 
+			parents_clusters.upper_bound(*p);
+
+		// makes the parents multimap, grouped by number of children
+		multimap<int, reuse_node_t*> parents_by_children_count;
+		set<int> parents_by_children_count_ids;
+		for (; c_it!=c_end; c_it++) {
+			parents_by_children_count.emplace(c_it->second->children.size(), c_it->second);
+			parents_by_children_count_ids.emplace(c_it->second->children.size());
+		}
+
+		// keeps attempting to merge the yet unmerged parents' children
+		for (set<int>::reverse_iterator c_count=parents_by_children_count_ids.rbegin();
+			c_count!=parents_by_children_count_ids.rend(); c_count++) {
+
+			std::cout << "\t\ttrying to merge the parents of c_count " << 
+				*c_count << std::endl;
+
+			multimap<int, reuse_node_t*>::iterator n_it = 
+				parents_by_children_count.lower_bound(*c_count);
+			multimap<int, reuse_node_t*>::iterator n_end = 
+				parents_by_children_count.upper_bound(*c_count);
+
+			// Attempts to find a matching parent to make a perfect merge 
+			// with each current cluster parent
+			for (; n_it!=n_end; n_it++) {
+				int current_bucket_size = n_it->first;
+
+				//the new bucket search stack
+				stack<reuse_node_t*> bucket_stack;
+				bucket_stack.push(n_it->second);
+
+				std::cout << "\t\t\tstarting a stack with parent " << 
+					n_it->second->stage_ref->getId() << " and b_size " 
+					<< current_bucket_size << std::endl;
+
+				// starts the merge attempts with the nodes on the current cluster
+				multimap<int, reuse_node_t*>::iterator n_it2 = next(n_it, 1);
+				for (; n_it2!=n_end; n_it2++) {
+					if (current_bucket_size + n_it->first <= max_bucket_size) {
+						bucket_stack.push(n_it2->second);
+						current_bucket_size += n_it2->first;
+						std::cout << "\t\t\t\tfrom the same " << n_it2->first 
+							<< " c_count, added " << n_it2->second->stage_ref->getId() 
+							<< " to the stack" << std::endl;
+					} else
+						break;
+				}
+
+				// keeps attempting the merging process with other clusters
+				set<int>::reverse_iterator c_count2 = next(c_count, 1);
+
+				// A new parent will be added to the stack if possible. If the perfect 
+				// match isn't found at the end of an insert iteration then the stack
+				// is popped and the search continues from the stages with children_count
+				// next to the popped parent. If any merging is impossible than the 
+				// stack will become empty, with current_bucket_size=0.
+				while (current_bucket_size != max_bucket_size 
+					&& current_bucket_size != 0) {
+
+					std::cout << "\t\t\t\tsearching other c_counts with b_size " 
+						<< current_bucket_size << std::endl;
+
+					// starts the search on the current c_count2
+					for (; c_count2!=parents_by_children_count_ids.rend(); c_count2++) {
+						n_it2 = parents_by_children_count.lower_bound(*c_count2);
+						multimap<int, reuse_node_t*>::iterator n_end2 = 
+							parents_by_children_count.upper_bound(*c_count2);
+						
+						std::cout << "\t\t\t\t\tsearching c_count " 
+							<< *c_count2 << std::endl;
+
+						// goes through current c_count2 cluster
+						for (; n_it2!=n_end2; n_it2++) {
+							if (current_bucket_size + n_it2->first <= max_bucket_size) {
+								bucket_stack.push(n_it2->second);
+								current_bucket_size += n_it2->first;
+								std::cout << "\t\t\t\t\t\tadded " 
+									<< n_it2->second->stage_ref->getId() 
+									<< " to the stack with size "
+									<< n_it2->first << std::endl;
+							} else
+								break;
+						}
+					}
+
+					// if it isn't a perfect sized bucket then pop the last added parent
+					if (current_bucket_size != max_bucket_size) {
+						std::cout << "\t\t\t\tbad bucket size: " 
+							<< current_bucket_size << std::endl;
+						c_count2 = find(parents_by_children_count_ids.rbegin(), 
+							parents_by_children_count_ids.rend(),
+							bucket_stack.top()->children.size());
+						current_bucket_size -= *c_count2;
+						c_count2 = next(c_count2, 1);
+						bucket_stack.pop();
+						std::cout << "\t\t\t\tremoving " << *c_count2 
+							<< " from the stack" << std::endl;
+					}
+				}
+
+				// checks if a viable bucket was found
+				if (current_bucket_size == max_bucket_size) {
+
+					std::cout << "\t\t\tnew solution found:" << std::endl;
+
+					// adds the new bucket to the solution
+					list<PipelineComponentBase*> new_bucket;
+					while (!bucket_stack.empty()) {
+						reuse_node_t* n = bucket_stack.top();
+						bucket_stack.pop();
+						// adds all of the parent's children
+						for (list<reuse_node_t*>::iterator nn=n->children.begin();
+							nn!=n->children.end(); ) {
+
+							std::cout << "\t\t\t\t" << (*nn)->stage_ref->getId() << std::endl;
+							new_bucket.emplace_back((*nn)->stage_ref);
+							nn = n->children.erase(nn);
+						}
+						
+						// performs the recursive parent removal if necessary
+						if (n->children.size() == 0)
+							recursive_remove_parent(reuse_tree, n);
+
+						// removes the merged nodes from the leafs_parent_list
+						leafs_parent_list.remove(n);
+					}
+					new_buckets.emplace_back(new_bucket);
+
+					// breaks the search since the nodes removal messes the iterators up
+					return;
+				}
+			}
+		}
+
+		std::cout << "\tcluster of parent node " << (*p)->stage_ref->getId() 
+			<< " don't have any more reuse oportunities" << std::endl;
+		
+		// If this point was reached it means that the current cluster don't have any more 
+		// reuse oportunities to be taken, so we remove the cluster's parents from the
+		// leafs_parent_list
+		c_it = parents_clusters.lower_bound(*p);
+		c_end = parents_clusters.upper_bound(*p);
+		for (; c_it!=c_end; c_it++) {
+			leafs_parent_list.remove(c_it->second);
+		}
+	}
+}
+
 // Prunes the reuse tree based on the leafs_parent_list, returning a list of new buckets
 // to be merged, and updates the tree internal structure
 list<list<PipelineComponentBase*>> prune_leaf_level(reuse_tree_t& reuse_tree, 
-	const list<reuse_node_t*>& leafs_parent_list, int max_bucket_size) {
+	list<reuse_node_t*> leafs_parent_list, int max_bucket_size) {
 	
 	list<list<PipelineComponentBase*>> new_buckets;
 
+	// pruning first pass -------------------
 	// attempt to make buckets of every children's leaf list
-	for (reuse_node_t* n : leafs_parent_list) {
-		// std::cout << "[prune_leaf_level] parent " << n->stage_ref->getId() 
-		// 	<< " has " << n->children.size() << " children and mbs " 
+	for (list<reuse_node_t*>::iterator n=leafs_parent_list.begin();
+		n!=leafs_parent_list.end(); ) {
+		// std::cout << "[prune_leaf_level] parent " << (*n)->stage_ref->getId() 
+		// 	<< " has " << (*n)->children.size() << " children and mbs " 
 		// 	<< max_bucket_size << std::endl;
 
 		// finishes the loop if we can't perform any more simple merging operations
-		if (n->children.size() < max_bucket_size)
+		if ((*n)->children.size() < max_bucket_size) {
+			n++;
 			continue;
+		}
 
-		// std::cout << "[prune_leaf_level] parent " << n->stage_ref->getId() 
+		// std::cout << "[prune_leaf_level] parent " << (*n)->stage_ref->getId() 
 		// 	<< " has reuse" << std::endl;
 
-		// Keep making buckets until the remaining stages number 
+		// Keeps making buckets until the remaining stages number 
 		// is less than max_bucket_size
-		for (list<reuse_node_t*>::iterator c=n->children.begin(); 
-			c!=n->children.end() && n->children.size() >= max_bucket_size;) {
+		for (list<reuse_node_t*>::iterator c=(*n)->children.begin(); 
+			c!=(*n)->children.end() && (*n)->children.size() >= max_bucket_size;) {
 
-			while (n->children.size() >= max_bucket_size) {
+			while ((*n)->children.size() >= max_bucket_size) {
 				list<PipelineComponentBase*> new_bucket;
 				int count = 0;
-				// std::cout << "[prune_leaf_level] starting bucket of "
-				// 	<< n->stage_ref->getId() << " with size 0" << std::endl;
+				std::cout << "[prune_leaf_level] starting bucket of "
+					<< (*n)->stage_ref->getId() << " with size 0" << std::endl;
 				while (count < max_bucket_size) {
-					// std::cout << "[prune_leaf_level]\tadding "
-					// 	<< (*c)->stage_ref->getId() << " to the bucket" << std::endl;
+					std::cout << "[prune_leaf_level]\tadding "
+						<< (*c)->stage_ref->getId() << " to the bucket" << std::endl;
 					new_bucket.emplace_back((*c)->stage_ref);
-					c = n->children.erase(c);
+					c = (*n)->children.erase(c);
 					count++;
 				}
 				new_buckets.emplace_back(new_bucket);
 			}
 		}
 
-		// remove the parent node from its parent if there is no more leafs
-		// also, keep performing this recursively
-		if (n->children.size() == 0) {
+		// removes the parent node from its parent if there is no more leafs
+		// also, keeps performing this recursively
+		if ((*n)->children.size() == 0) {
 			// std::cout << "[prune_leaf_level] performing recursive update on "
-			// 	<< n->stage_ref->getId() << std::endl;
-			recursive_remove_parent(reuse_tree, n);
-		}
+			// 	<< (*n)->stage_ref->getId() << std::endl;
+			recursive_remove_parent(reuse_tree, *n);
+
+			// removes the parent from the list if there are no more children to merge
+			n = leafs_parent_list.erase(n);
+		} else
+			n++;
 	}
 
+	// pruning second pass -------------------
+	while (leafs_parent_list.size() > 0)
+		cluster_merging(reuse_tree, leafs_parent_list, new_buckets, max_bucket_size);
+
+
 	// TODO: keep merging until each child has at most one leaf
 	// this merging must attempt to keep the leafs of the same child together
 
@@ -196,9 +382,11 @@ void move_reuse_tree_up(reuse_tree_t& reuse_tree,
 	// performs the move up operation for every leafs' parent node n
 	for (reuse_node_t* n : leafs_parent_list) {
 		// adds the node children to its parent
-		n->parent->children.insert(n->parent->children.begin(), 
-			n->children.begin(), n->children.end());
-
+		for (reuse_node_t* nn : n->children) {
+			nn->parent = n->parent;
+			n->parent->children.emplace_back(nn);
+		}
+		
 		// removes itself from the parent node
 		n->parent->children.remove(n);
 	}
@@ -220,19 +408,22 @@ list<list<PipelineComponentBase*>> reuse_tree_merging(
 
 	// keep prunning and rising the tree until the root height
 	while (reuse_tree.height > 2) {
-		// print_reuse_tree(reuse_tree);
+		std::cout << "before:" << std::endl;
+		print_reuse_tree(reuse_tree);
 		// perform current height merging iteration
 		list<reuse_node_t*> leafs_parent_list = generate_leafs_parent_list(reuse_tree);
 		// print_leafs_parent_list(leafs_parent_list);
 		list<list<PipelineComponentBase*>> new_buckets = prune_leaf_level(
 			reuse_tree, leafs_parent_list, max_bucket_size);
+		std::cout << "after:" << std::endl;
+		print_reuse_tree(reuse_tree);
 		move_reuse_tree_up(reuse_tree, leafs_parent_list);
 
 		// add new_buckets to final solution
 		solution.insert(solution.begin(), new_buckets.begin(), new_buckets.end());
 	}
 
-	// print_reuse_tree(reuse_tree);
+	print_reuse_tree(reuse_tree);
 
 	// add the remaining unmerged stages to the final solution as single stage buckets
 	if (reuse_tree.parents.size() > 0) {
@@ -246,7 +437,10 @@ list<list<PipelineComponentBase*>> reuse_tree_merging(
 				while (n->children.size() >= max_bucket_size) {
 					list<PipelineComponentBase*> new_bucket;
 					int count = 0;
+					std::cout << "starting empty bucket:" << std::endl;
 					while (count < max_bucket_size) {
+						std::cout << "adding to bucket " 
+							<< (*nn)->stage_ref->getId() << std::endl;
 						new_bucket.emplace_back((*nn)->stage_ref);
 						nn = n->children.erase(nn);
 						count++;
@@ -258,22 +452,26 @@ list<list<PipelineComponentBase*>> reuse_tree_merging(
 			// create a final bucket with all remaining stages, if there are any
 			if (n->children.size() > 0) {
 				list<PipelineComponentBase*> final_stage;
-				for (reuse_node_t* nn : n->children)
+				std::cout << "starting final empty bucket:" << std::endl;
+				for (reuse_node_t* nn : n->children) {
 					final_stage.emplace_back(nn->stage_ref);
+					std::cout << "adding to bucket " 
+							<< nn->stage_ref->getId() << std::endl;
+				}
 				solution.emplace_back(final_stage);
 			}
 		}
 	}
 
-	// std::cout << "FINAL SOLUTION" << std::endl;
-	// for (list<PipelineComponentBase*> b : solution) {
-	// 	std::cout << "bucket of size " << b.size() << " with cost " 
-	// 		<< calc_stage_proc(b, args, ref) << std::endl;
-	// 	for (PipelineComponentBase* s : b) {
-	// 		std::cout << "\t" << s->getId() << std::endl;
-	// 	}
-	// }
-	// std::cout << std::endl << std::endl << std::endl;
+	std::cout << "FINAL SOLUTION" << std::endl;
+	for (list<PipelineComponentBase*> b : solution) {
+		for (PipelineComponentBase* s : b) {
+			std::cout << "\t" << s->getId() << std::endl;
+		}
+		std::cout << "bucket of size " << b.size() << " with cost " 
+			<< calc_stage_proc(b, args, ref) << std::endl;
+	}
+	std::cout << std::endl << std::endl << std::endl;
 
 	return solution;
 }
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp
index eb89188..d198467 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp
@@ -2,6 +2,10 @@
 #define REUSE_TREE_HPP
 
 #include <list>
+#include <map>
+#include <set>
+#include <stack>
+#include <iterator>
 
 #include "../merging.hpp"
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp
index a1fd0cb..1884984 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp
@@ -134,6 +134,11 @@ void merge_stages(PipelineComponentBase* current, PipelineComponentBase* s, map<
 
 	s->reused = current;
 
+	if (s->tasks.size() != ref.size()) {
+		(s+134)->tasks.size();
+		// exit(-10);
+	}
+
 	ReusableTask* current_frontier_reusable_tasks;
 	map<std::string, std::list<ArgumentBase*>>::iterator p=ref.begin();
 	ReusableTask* prev_reusable_task = NULL;

From fd946576ac1e153d787d1cec32c449c84d21db5c Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Thu, 13 Oct 2016 16:08:59 -0300
Subject: [PATCH 66/87] Fixed the application args input.

---
 .../PipelineManager.cpp                       | 519 +++++++++---------
 1 file changed, 272 insertions(+), 247 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 322a0fc..f6d80fe 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -128,289 +128,314 @@ parsing::port_type_t get_port_type(string s);
 
 int main(int argc, char* argv[]) {
 
+	int mpi_rank;
+	int mpi_size;
+	int mpi_val;
+
+	MPI_Init(&argc, &argv);
+
+	MPI_Comm_size(MPI_COMM_WORLD, &mpi_size);
+	MPI_Comm_rank(MPI_COMM_WORLD, &mpi_rank);
+
 	// Handler to the distributed execution system environment
 	SysEnv sysEnv;
 
-	// region template used by all stages
-	RegionTemplate *rt = new RegionTemplate();
-	rt->setName("tile");
+	if (mpi_rank == mpi_size-1) {
+		// region template used by all stages
+		RegionTemplate *rt = new RegionTemplate();
+		rt->setName("tile");
 
-	// get arguments
-	if (argc != 2 && argc != 4) {
-		cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max_bucket_size> [-i DAKOTA_OUTPUT_FILE]" << endl;
-		return 0;
-	}
+		// get arguments
+		if (argc != 3) {
+			cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max_bucket_size> <DAKOTA_OUTPUT_FILE>" << endl;
+			return 0;
+		}
 
-	int max_bucket_size = atoi(argv[1]);
+		int max_bucket_size = atoi(argv[1]);
+		string dakota_file = argv[2];
 
-	// workflow file
-	FILE* workflow_descriptor = fopen("seg_example.t2flow", "r");
+		// workflow file
+		FILE* workflow_descriptor = fopen("seg_example.t2flow", "r");
 
-	//------------------------------------------------------------
-	// Parse pipeline file
-	//------------------------------------------------------------
+		//------------------------------------------------------------
+		// Parse pipeline file
+		//------------------------------------------------------------
 
-	// get all workflow inputs without their values, returning also the parameters 
-	// values (i.e list<ArgumentBase> values) on another map
-	map<int, ArgumentBase*> workflow_inputs;
-	map<int, list<ArgumentBase*>> parameters_values;
-	get_inputs_from_file(workflow_descriptor, workflow_inputs, parameters_values);
+		// get all workflow inputs without their values, returning also the parameters 
+		// values (i.e list<ArgumentBase> values) on another map
+		map<int, ArgumentBase*> workflow_inputs;
+		map<int, list<ArgumentBase*>> parameters_values;
+		get_inputs_from_file(workflow_descriptor, workflow_inputs, parameters_values);
 
-	// cout << "workflow_inputs:" << endl;
-	// for (pair<int, ArgumentBase*> p : workflow_inputs)
-	// 	cout << p.first << ":" << p.second->getName() << endl;
+		// cout << "workflow_inputs:" << endl;
+		// for (pair<int, ArgumentBase*> p : workflow_inputs)
+		// 	cout << p.first << ":" << p.second->getName() << endl;
 
-	// cout << endl << "parameters_values:" << endl;
-	// for (pair<int, list<ArgumentBase*>> p : parameters_values) {
-	// 	cout << "argument " << p.first << ":" << workflow_inputs[p.first]->getName() << ":" << endl;
-	// 	for (ArgumentBase* a : p.second)
-	// 		cout << "\t" << a->toString() << endl;
-	// }
+		// cout << endl << "parameters_values:" << endl;
+		// for (pair<int, list<ArgumentBase*>> p : parameters_values) {
+		// 	cout << "argument " << p.first << ":" << workflow_inputs[p.first]->getName() << ":" << endl;
+		// 	for (ArgumentBase* a : p.second)
+		// 		cout << "\t" << a->toString() << endl;
+		// }
 
-	// get all workflow outputs
-	map<int, ArgumentBase*> workflow_outputs;
-	get_outputs_from_file(workflow_descriptor, workflow_outputs);
-	// cout << endl << "workflow_outputs " << endl;
-	// mapprint(workflow_outputs);
-	// for (pair<int, ArgumentBase*> p : workflow_outputs)
-	// 	cout << p.second->getId() << ":" << p.second->getName() << endl;
-
-	// get all stages, also setting the uid from this context to Task (i.e Task::setId())
-	// also returns the list of arguments used
-	// the stages dependencies are also set here (i.e Task::addDependency())
-	map<int, PipelineComponentBase*> base_stages;
-	map<int, ArgumentBase*> interstage_arguments;
-	get_stages_from_file(workflow_descriptor, base_stages, interstage_arguments);
-	// cout << endl << "base_stages:" << endl;
-	// for (pair<int, PipelineComponentBase*> p : base_stages) {
-	// 	cout << p.first << ":" << p.second->getName() << endl;
-	// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl << endl;
-	// 	for (int i : p.second->getOutputs())
-	// 		cout << "\t\t" << i << ":" << interstage_arguments[i]->getName() << endl;
-	// 	cout << "\t task descriptors:" << endl;
-	// 	for (pair<string, list<ArgumentBase*>> d : p.second->tasksDesc) {
-	// 		cout << "\t\ttask: " << d.first << endl;
-	// 		for (ArgumentBase* a : d.second)
-	// 			cout << "\t\t\t" << a->getName() << endl;
-	// 	}
-	// }
+		// get all workflow outputs
+		map<int, ArgumentBase*> workflow_outputs;
+		get_outputs_from_file(workflow_descriptor, workflow_outputs);
+		// cout << endl << "workflow_outputs " << endl;
+		// mapprint(workflow_outputs);
+		// for (pair<int, ArgumentBase*> p : workflow_outputs)
+		// 	cout << p.second->getId() << ":" << p.second->getName() << endl;
+
+		// get all stages, also setting the uid from this context to Task (i.e Task::setId())
+		// also returns the list of arguments used
+		// the stages dependencies are also set here (i.e Task::addDependency())
+		map<int, PipelineComponentBase*> base_stages;
+		map<int, ArgumentBase*> interstage_arguments;
+		get_stages_from_file(workflow_descriptor, base_stages, interstage_arguments);
+		// cout << endl << "base_stages:" << endl;
+		// for (pair<int, PipelineComponentBase*> p : base_stages) {
+		// 	cout << p.first << ":" << p.second->getName() << endl;
+		// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl << endl;
+		// 	for (int i : p.second->getOutputs())
+		// 		cout << "\t\t" << i << ":" << interstage_arguments[i]->getName() << endl;
+		// 	cout << "\t task descriptors:" << endl;
+		// 	for (pair<string, list<ArgumentBase*>> d : p.second->tasksDesc) {
+		// 		cout << "\t\ttask: " << d.first << endl;
+		// 		for (ArgumentBase* a : d.second)
+		// 			cout << "\t\t\t" << a->getName() << endl;
+		// 	}
+		// }
 
 
-	// cout << endl << "interstage_arguments:" << endl;
-	// for (pair<int, ArgumentBase*> p : interstage_arguments)
-	// 	cout << p.first << ":" << p.second->getName() << endl;
+		// cout << endl << "interstage_arguments:" << endl;
+		// for (pair<int, ArgumentBase*> p : interstage_arguments)
+		// 	cout << p.first << ":" << p.second->getName() << endl;
 
-	// this map is a dependency structure: stage -> dependency_list
-	map<int, list<int>> deps;
-	
-	// connect the stages inputs/outputs 
-	connect_stages_from_file(workflow_descriptor, base_stages, 
-		interstage_arguments, workflow_inputs, deps, workflow_outputs);
-	map<int, ArgumentBase*> all_argument(workflow_inputs);
-	for (pair<int, ArgumentBase*> a : interstage_arguments)
-		all_argument[a.first] = a.second;
-
-	// mapprint(all_argument);
-
-	// cout << endl << "all_arguments:" << endl;
-	// for (pair<int, ArgumentBase*> p : all_argument) {
-	// 	cout << p.second->getId() << ":" << p.second->getName() 
-	// 		<< " parent " << p.second->getParent() << endl;
-	// }
+		// this map is a dependency structure: stage -> dependency_list
+		map<int, list<int>> deps;
+		
+		// connect the stages inputs/outputs 
+		connect_stages_from_file(workflow_descriptor, base_stages, 
+			interstage_arguments, workflow_inputs, deps, workflow_outputs);
+		map<int, ArgumentBase*> all_argument(workflow_inputs);
+		for (pair<int, ArgumentBase*> a : interstage_arguments)
+			all_argument[a.first] = a.second;
+
+		// mapprint(all_argument);
+
+		// cout << endl << "all_arguments:" << endl;
+		// for (pair<int, ArgumentBase*> p : all_argument) {
+		// 	cout << p.second->getId() << ":" << p.second->getName() 
+		// 		<< " parent " << p.second->getParent() << endl;
+		// }
 
-	// cout << endl << "connected base_stages:" << endl;
-	// for (pair<int, PipelineComponentBase*> p : base_stages) {
-	// 	cout << p.first << ":" << p.second->getName() << endl;
-	// 	cout << "\tinputs: " << p.second->getInputs().size() << endl;
-	// 	for (int i : p.second->getInputs())
-	// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
-	// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl;
-	// 	for (int i : p.second->getOutputs())
-	// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
-	// }
+		// cout << endl << "connected base_stages:" << endl;
+		// for (pair<int, PipelineComponentBase*> p : base_stages) {
+		// 	cout << p.first << ":" << p.second->getName() << endl;
+		// 	cout << "\tinputs: " << p.second->getInputs().size() << endl;
+		// 	for (int i : p.second->getInputs())
+		// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
+		// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl;
+		// 	for (int i : p.second->getOutputs())
+		// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
+		// }
 
-	//------------------------------------------------------------
-	// Iterative merging of stages
-	//------------------------------------------------------------
-
-	map<int, ArgumentBase*> args;
-	for (pair<int, ArgumentBase*> p : workflow_inputs)
-		args[p.first] = p.second;
-	for (pair<int, ArgumentBase*> p : interstage_arguments)
-		args[p.first] = p.second;
-
-	map<int, ArgumentBase*> expanded_args;
-	map<int, PipelineComponentBase*> expanded_stages;
-
-	// expand_stages(args, parameters_values, expanded_args, 
-	// 	base_stages, expanded_stages, workflow_outputs);
-	FILE* parameters_values_file = fopen("dakota_nscale_ps_moat_600_32nodes.out", "r");
-	generate_pre_defined_stages(parameters_values_file, args, base_stages, workflow_outputs, 
-		expanded_args, expanded_stages);
-
-	cout << endl<< "merged: " << endl;
-	for (pair<int, PipelineComponentBase*> p : expanded_stages) {
-		cout << "stage " << p.second->getId() << ":" << p.second->getName() << endl;
-		cout << "\tinputs: " << endl;
-		for (int i : p.second->getInputs())
-			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
-				<< expanded_args[i]->toString() << endl;
-		cout << "\toutputs: " << endl;
-		for (int i : p.second->getOutputs())
-			cout << "\t\t" << i << ":" << expanded_args[i]->getName() << endl;
-	}
+		//------------------------------------------------------------
+		// Iterative merging of stages
+		//------------------------------------------------------------
 
-	// cout << endl << "merged args" << endl;
-	// for (pair<int, ArgumentBase*> p : expanded_args)
-	// 	cout << "\t" << p.first << ":" << p.second->getName() << " = " 
-	// 		<< p.second->toString() << " sized: " << p.second->size() << endl;
+		map<int, ArgumentBase*> args;
+		for (pair<int, ArgumentBase*> p : workflow_inputs)
+			args[p.first] = p.second;
+		for (pair<int, ArgumentBase*> p : interstage_arguments)
+			args[p.first] = p.second;
 
-	// add arguments to each stage
-	cout << endl << "add_arguments_to_stages" << endl;
-	add_arguments_to_stages(expanded_stages, expanded_args, rt);
+		map<int, ArgumentBase*> expanded_args;
+		map<int, PipelineComponentBase*> expanded_stages;
 
-	map<int, PipelineComponentBase*> merged_stages;
+		// expand_stages(args, parameters_values, expanded_args, 
+		// 	base_stages, expanded_stages, workflow_outputs);
+		FILE* parameters_values_file = fopen(dakota_file.c_str(), "r");
+		generate_pre_defined_stages(parameters_values_file, args, base_stages, workflow_outputs, 
+			expanded_args, expanded_stages);
 
-	// mesure merging exec time
-	struct timeval start, end;
-	gettimeofday(&start, NULL);
+		cout << endl<< "merged: " << endl;
+		for (pair<int, PipelineComponentBase*> p : expanded_stages) {
+			cout << "stage " << p.second->getId() << ":" << p.second->getName() << endl;
+			cout << "\tinputs: " << endl;
+			for (int i : p.second->getInputs())
+				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+					<< expanded_args[i]->toString() << endl;
+			cout << "\toutputs: " << endl;
+			for (int i : p.second->getOutputs())
+				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << endl;
+		}
 
-	merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, max_bucket_size);
+		// cout << endl << "merged args" << endl;
+		// for (pair<int, ArgumentBase*> p : expanded_args)
+		// 	cout << "\t" << p.first << ":" << p.second->getName() << " = " 
+		// 		<< p.second->toString() << " sized: " << p.second->size() << endl;
 
-	gettimeofday(&end, NULL);
+		// add arguments to each stage
+		cout << endl << "add_arguments_to_stages" << endl;
+		add_arguments_to_stages(expanded_stages, expanded_args, rt);
 
-	long merge_time = ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
-	ofstream exec_time("exec_time_b" + to_string((int)floor(expanded_stages.size()/max_bucket_size)), ios::app);
-	exec_time << "merge time: " << merge_time << endl;
+		map<int, PipelineComponentBase*> merged_stages;
 
-	cout << endl<< "merged-fine before deps resolution: " << endl;
-	for (pair<int, PipelineComponentBase*> p : merged_stages) {
-		string s = p.second->reused!=NULL?" - reused":"";
-		cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-		cout << "\ttasks: " << endl;
-		for (ReusableTask* t : p.second->tasks) {
-			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-			cout << "\t\t\tparent_task: " << t->parentTask << endl;
-		}
-	}
+		// mesure merging exec time
+		struct timeval start, end;
+		gettimeofday(&start, NULL);
+
+		merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, max_bucket_size);
 
-	// resolve dependencies of reused stages
-	for (pair<int, PipelineComponentBase*> p : merged_stages) {
-		// add correct stage dependencies 
-		list<int> deps_tmp;
-		for (int i=0; i<p.second->getNumberDependencies(); i++) {
-			if (merged_stages.find(p.second->getDependency(i)) != merged_stages.end() && 
-					merged_stages[p.second->getDependency(i)]->reused != NULL) {
-				deps_tmp.emplace_back(merged_stages[p.second->getDependency(i)]->reused->getId());
+		gettimeofday(&end, NULL);
+
+		long merge_time = ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
+		ofstream exec_time("exec_time_b" + to_string(max_bucket_size), ios::app);
+		exec_time << "merge time: " << merge_time << endl;
+
+		cout << endl<< "merged-fine before deps resolution: " << endl;
+		for (pair<int, PipelineComponentBase*> p : merged_stages) {
+			string s = p.second->reused!=NULL?" - reused":"";
+			cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
+			cout << "\ttasks: " << endl;
+			for (ReusableTask* t : p.second->tasks) {
+				cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+				cout << "\t\t\tparent_task: " << t->parentTask << endl;
 			}
 		}
-		for (int d : deps_tmp)
-			p.second->addDependency(d);
-
-		// connect correct output arguments
-		bool updated = true;
-		while (updated) {
-			updated = false;
-			for (ArgumentBase* a : p.second->getArguments()) {
-				if (a->getParent() != 0 && merged_stages[a->getParent()]->reused != NULL) {
-					updated = true;
-					p.second->replaceArgument(a->getId(), 
-						merged_stages[a->getParent()]->reused->getArgumentByName(a->getName()));
-					break;
+
+		// resolve dependencies of reused stages
+		for (pair<int, PipelineComponentBase*> p : merged_stages) {
+			// add correct stage dependencies 
+			list<int> deps_tmp;
+			for (int i=0; i<p.second->getNumberDependencies(); i++) {
+				if (merged_stages.find(p.second->getDependency(i)) != merged_stages.end() && 
+						merged_stages[p.second->getDependency(i)]->reused != NULL) {
+					deps_tmp.emplace_back(merged_stages[p.second->getDependency(i)]->reused->getId());
+				}
+			}
+			for (int d : deps_tmp)
+				p.second->addDependency(d);
+
+			// connect correct output arguments
+			bool updated = true;
+			while (updated) {
+				updated = false;
+				for (ArgumentBase* a : p.second->getArguments()) {
+					if (a->getParent() != 0 && merged_stages[a->getParent()]->reused != NULL) {
+						updated = true;
+						p.second->replaceArgument(a->getId(), 
+							merged_stages[a->getParent()]->reused->getArgumentByName(a->getName()));
+						break;
+					}
 				}
 			}
-		}
-
-		// replace arguments with clones to avoid double free when stages are finished
-		// map<int, ArgumentBase*> args_clones;
-		// for (ArgumentBase* a : p.second->getArguments()) {
-		// 	ArgumentBase* cpy = a->clone();
-		// 	cpy->setId(new_uid());
-		// 	args_clones[a->getId()] = cpy;
-		// }
-		// for (pair<int, ArgumentBase*> a : args_clones) 
-		// 	p.second->replaceArgument(a.first, a.second);
-	}
 
-	ofstream solution_file;
-	solution_file.open("fine-grain-merging-solution-b" + to_string((int)floor(expanded_stages.size()/max_bucket_size)), ios::app);
-	cout << endl<< "merged-fine: " << endl;
-	solution_file << endl<< "merged-fine: " << endl;
-	for (pair<int, PipelineComponentBase*> p : merged_stages) {
-		string s = p.second->reused!=NULL ? " - reused" : (" with " + to_string(p.second->tasks.size()) + " tasks");
-		cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-		solution_file << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-		cout << "\ttasks: " << endl;
-		for (ReusableTask* t : p.second->tasks) {
-			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-			cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+			// replace arguments with clones to avoid double free when stages are finished
+			// map<int, ArgumentBase*> args_clones;
+			// for (ArgumentBase* a : p.second->getArguments()) {
+			// 	ArgumentBase* cpy = a->clone();
+			// 	cpy->setId(new_uid());
+			// 	args_clones[a->getId()] = cpy;
+			// }
+			// for (pair<int, ArgumentBase*> a : args_clones) 
+			// 	p.second->replaceArgument(a.first, a.second);
 		}
-	}
-	solution_file.close();
-
-	//------------------------------------------------------------
-	// Add workflows to Manager to be executed
-	//------------------------------------------------------------
-
-	string inputFolderPath = "~/Desktop/images15";
-	cout << endl << "generate_drs" << endl;
-	generate_drs(rt, expanded_args);
-
-	// Tell the system which libraries should be used
-	sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
-
-	// add all stages to manager
-	cout << endl << "executeComponent" << endl;
-	for (pair<int, PipelineComponentBase*> s : merged_stages) {
-		if (s.second->reused == NULL) {
-			cout << "sent component " << s.second->getId() << ":" 
-				<< s.second->getName() << " sized " << s.second->size() << " to execute with args:" << endl;
-			cout << "\tall args: " << endl;
-			for (ArgumentBase* a : s.second->getArguments())
-				cout << "\t\t" << a->getId() << ":" << a->getName() << " = " 
-					<< a->toString() << " parent " << a->getParent() << endl;
-			cout << "\tinputs: " << endl;
-			for (int i : s.second->getInputs())
-				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
-					<< expanded_args[i]->toString() << " parent " << expanded_args[i]->getParent() << endl;
-			cout << "\toutputs: " << endl;
-			for (int i : s.second->getOutputs())
-				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
-					<< expanded_args[i]->toString() << endl;
-			((Task*)s.second)->setId(s.second->getId());
 
-			// workaround to make sure that the RTs, if any, won't leak on this part of the algorithm
-			s.second->setLocation(PipelineComponentBase::MANAGER_SIDE);
+		ofstream solution_file;
+		solution_file.open("fine-grain-merging-solution-b" + to_string(max_bucket_size), ios::app);
+		cout << endl<< "merged-fine: " << endl;
+		solution_file << endl<< "merged-fine: " << endl;
+		for (pair<int, PipelineComponentBase*> p : merged_stages) {
+			string s = p.second->reused!=NULL ? " - reused" : (" with " + to_string(p.second->tasks.size()) + " tasks");
+			cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
+			solution_file << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
+			cout << "\ttasks: " << endl;
+			for (ReusableTask* t : p.second->tasks) {
+				cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+				cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+			}
+		}
+		solution_file.close();
 
-			sysEnv.executeComponent(s.second);
+		//------------------------------------------------------------
+		// Add workflows to Manager to be executed
+		//------------------------------------------------------------
+
+		string inputFolderPath = "~/Desktop/images15";
+		cout << endl << "generate_drs" << endl;
+		generate_drs(rt, expanded_args);
+
+		for (int i=0; i<mpi_size-1; i++)
+			MPI_Send(&mpi_val, 1, MPI_INT, i, 99, MPI_COMM_WORLD);
+
+		// Tell the system which libraries should be used
+		sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
+
+		// add all stages to manager
+		cout << endl << "executeComponent" << endl;
+		for (pair<int, PipelineComponentBase*> s : merged_stages) {
+			if (s.second->reused == NULL) {
+				cout << "sent component " << s.second->getId() << ":" 
+					<< s.second->getName() << " sized " << s.second->size() << " to execute with args:" << endl;
+				cout << "\tall args: " << endl;
+				for (ArgumentBase* a : s.second->getArguments())
+					cout << "\t\t" << a->getId() << ":" << a->getName() << " = " 
+						<< a->toString() << " parent " << a->getParent() << endl;
+				cout << "\tinputs: " << endl;
+				for (int i : s.second->getInputs())
+					cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+						<< expanded_args[i]->toString() << " parent " << expanded_args[i]->getParent() << endl;
+				cout << "\toutputs: " << endl;
+				for (int i : s.second->getOutputs())
+					cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
+						<< expanded_args[i]->toString() << endl;
+				((Task*)s.second)->setId(s.second->getId());
+
+				// workaround to make sure that the RTs, if any, won't leak on this part of the algorithm
+				s.second->setLocation(PipelineComponentBase::MANAGER_SIDE);
+
+				sysEnv.executeComponent(s.second);
+			}
 		}
-	}
 
-	// execute workflows
-	cout << endl << "startupExecution" << endl;
-	gettimeofday(&start, NULL);
-
-	sysEnv.startupExecution();
-
-	gettimeofday(&end, NULL);
-
-	long run_time = ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
-	exec_time << "run time: " << run_time << endl << endl;
-	exec_time.close();
-
-	// get results
-	cout << endl << "Results: " << endl;
-	for (pair<int, ArgumentBase*> output : workflow_outputs) {
-		// cout << "\t" << output.second->getName() << ":" << output.second->getId() << " = " << 
-		// 	sysEnv.getComponentResultData(output.second->getId()) << endl;
-		char *resultData = sysEnv.getComponentResultData(output.second->getId());
-        std::cout << "Diff Id: " << output.second->getId() << " resultData -  ";
-		if(resultData != NULL){
-            std::cout << "size: " << ((int *) resultData)[0] << " Diff: " << ((float *) resultData)[1] <<
-            " Secondary Metric: " << ((float *) resultData)[2] << std::endl;
-		}else{
-			std::cout << "NULL" << std::endl;
+		// execute workflows
+		cout << endl << "startupExecution" << endl;
+		gettimeofday(&start, NULL);
+
+		sysEnv.startupExecution();
+
+		gettimeofday(&end, NULL);
+
+		long run_time = ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
+		exec_time << "run time: " << run_time << endl << endl;
+		exec_time.close();
+
+		// get results
+		cout << endl << "Results: " << endl;
+		for (pair<int, ArgumentBase*> output : workflow_outputs) {
+			// cout << "\t" << output.second->getName() << ":" << output.second->getId() << " = " << 
+			// 	sysEnv.getComponentResultData(output.second->getId()) << endl;
+			char *resultData = sysEnv.getComponentResultData(output.second->getId());
+	        std::cout << "Diff Id: " << output.second->getId() << " resultData -  ";
+			if(resultData != NULL){
+	            std::cout << "size: " << ((int *) resultData)[0] << " Diff: " << ((float *) resultData)[1] <<
+	            " Secondary Metric: " << ((float *) resultData)[2] << std::endl;
+			}else{
+				std::cout << "NULL" << std::endl;
+			}
 		}
+	} else {
+		int flag;
+		do {
+			MPI_Iprobe(MPI_ANY_SOURCE, MPI_ANY_TAG, MPI_COMM_WORLD,
+				&flag, MPI_STATUS_IGNORE);
+			usleep(200000);
+		} while (!flag);
+		MPI_Recv(&mpi_val, 1, MPI_INT, MPI_ANY_SOURCE, 
+			MPI_ANY_TAG, MPI_COMM_WORLD,  MPI_STATUS_IGNORE);
+		sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 	}
 
 	sysEnv.finalizeSystem();

From 82b6558900af2e10427503e7f5ddbb7b7aec2ba8 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Thu, 13 Oct 2016 16:46:07 -0300
Subject: [PATCH 67/87] Fixed application file outputs to ease testing.

---
 .../PipelineManager.cpp                       | 65 ++++++++++++-------
 1 file changed, 41 insertions(+), 24 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index f6d80fe..ea3d526 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -102,7 +102,7 @@ void expand_stages(const map<int, ArgumentBase*> &args, map<int, list<ArgumentBa
 	map<int, PipelineComponentBase*> &expanded_stages, map<int, ArgumentBase*> &workflow_outputs);
 void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
 	const map<int, PipelineComponentBase*> &stages_ref, map<int, PipelineComponentBase*> &merged_stages, 
-	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int max_bucket_size);
+	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int max_bucket_size, string dakota_filename);
 void generate_drs(RegionTemplate* rt, const map<int, ArgumentBase*> &expanded_args);
 void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, 
 	map<int, ArgumentBase*> &merged_arguments,
@@ -286,13 +286,14 @@ int main(int argc, char* argv[]) {
 		struct timeval start, end;
 		gettimeofday(&start, NULL);
 
-		merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, max_bucket_size);
+		merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, max_bucket_size, dakota_file);
 
 		gettimeofday(&end, NULL);
 
 		long merge_time = ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
-		ofstream exec_time("exec_time_b" + to_string(max_bucket_size), ios::app);
-		exec_time << "merge time: " << merge_time << endl;
+		ofstream merge_time_f(dakota_file + "-b" + to_string(max_bucket_size) + "merge_time.log", ios::app);
+		merge_time_f << merge_time << "\t";
+		merge_time_f.close();
 
 		cout << endl<< "merged-fine before deps resolution: " << endl;
 		for (pair<int, PipelineComponentBase*> p : merged_stages) {
@@ -343,21 +344,21 @@ int main(int argc, char* argv[]) {
 			// 	p.second->replaceArgument(a.first, a.second);
 		}
 
-		ofstream solution_file;
-		solution_file.open("fine-grain-merging-solution-b" + to_string(max_bucket_size), ios::app);
-		cout << endl<< "merged-fine: " << endl;
-		solution_file << endl<< "merged-fine: " << endl;
-		for (pair<int, PipelineComponentBase*> p : merged_stages) {
-			string s = p.second->reused!=NULL ? " - reused" : (" with " + to_string(p.second->tasks.size()) + " tasks");
-			cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-			solution_file << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-			cout << "\ttasks: " << endl;
-			for (ReusableTask* t : p.second->tasks) {
-				cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-				cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-			}
-		}
-		solution_file.close();
+		// ofstream solution_file;
+		// solution_file.open("fine-grain-merging-solution-b" + to_string(max_bucket_size), ios::app);
+		// cout << endl<< "merged-fine: " << endl;
+		// solution_file << endl<< "merged-fine: " << endl;
+		// for (pair<int, PipelineComponentBase*> p : merged_stages) {
+		// 	string s = p.second->reused!=NULL ? " - reused" : (" with " + to_string(p.second->tasks.size()) + " tasks");
+		// 	cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
+		// 	solution_file << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
+		// 	cout << "\ttasks: " << endl;
+		// 	for (ReusableTask* t : p.second->tasks) {
+		// 		cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+		// 		cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+		// 	}
+		// }
+		// solution_file.close();
 
 		//------------------------------------------------------------
 		// Add workflows to Manager to be executed
@@ -409,8 +410,9 @@ int main(int argc, char* argv[]) {
 		gettimeofday(&end, NULL);
 
 		long run_time = ((end.tv_sec * 1000000 + end.tv_usec) - (start.tv_sec * 1000000 + start.tv_usec));
-		exec_time << "run time: " << run_time << endl << endl;
-		exec_time.close();
+		ofstream run_time_f(dakota_file + "-b" + to_string(max_bucket_size) + "run_time.log", ios::app);
+		run_time_f << run_time << "\t";
+		run_time_f.close();
 
 		// get results
 		cout << endl << "Results: " << endl;
@@ -1739,7 +1741,7 @@ list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineCompone
 
 void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
 	const map<int, PipelineComponentBase*> &stages_ref, map<int, PipelineComponentBase*> &merged_stages, 
-	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int max_bucket_size) {
+	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int max_bucket_size, string dakota_filename) {
 
 	// attempt merging for each stage type
 	for (map<int, PipelineComponentBase*>::const_iterator ref=stages_ref.cbegin(); ref!=stages_ref.cend(); ref++) {
@@ -1772,14 +1774,17 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 
 		// write merging solution
 		ofstream solution_file;
-		solution_file.open("fine-grain-merging-solution-b" + to_string(max_bucket_size), ios::trunc);
+		solution_file.open(dakota_filename + "-b" + to_string(max_bucket_size) + "merging_solution.log", ios::trunc);
+
 		cout << endl << "solution:" << endl;
-		solution_file << endl << "solution:" << endl;
+		solution_file << "solution:" << endl;
+		int total_tasks=0;
 		for (list<PipelineComponentBase*> b : solution) {
 			cout << "\tbucket with " << b.size() << " stages and cost "
 				<< calc_stage_proc(b, expanded_args, ref->second->tasksDesc) << ":" << endl;
 			solution_file << "\tbucket with " << b.size() << " stages and cost "
 				<< calc_stage_proc(b, expanded_args, ref->second->tasksDesc) << ":" << endl;
+			total_tasks += calc_stage_proc(b, expanded_args, ref->second->tasksDesc);
 			for (PipelineComponentBase* s : b) {
 				cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
 				// solution_file << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
@@ -1787,6 +1792,18 @@ void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages,
 		}
 		solution_file.close();
 
+		// write some statistics abou the solution
+		ofstream statistics_file;
+		statistics_file.open(dakota_filename + "-b" + to_string(max_bucket_size) + "merging_statistics.log", ios::trunc);
+
+		statistics_file << current_stages.size() << "\t";
+		statistics_file << current_stages.size()*ref->second->tasksDesc.size() << "\t";
+		statistics_file << total_tasks << "\t";
+		statistics_file << solution.size() << "\t";
+		statistics_file << total_tasks/solution.size() << "\t";
+
+		statistics_file.close();
+
 		// merge all stages in each bucket, given that they are mergable
 		for (list<PipelineComponentBase*> bucket : solution) {
 			// cout << "bucket merging" << endl;

From 44a05314c2bda770e9c373cb0262faf93502f9f7 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Thu, 13 Oct 2016 17:53:54 -0300
Subject: [PATCH 68/87] A new interface to access all FGO merging algorithms
 was created

A new argument needs to be sent to the application in order to
select the eanted algorithm.

The added/tested algorithms were:
 - no FGO merging
 - naive
 - smart recursive cut
 - reuse-tree

The reuse-tree algorithm will have a separated optimized and
non-optimized versions.
---
 .../PipelineRTFS-NS-Diff-FGO/CMakeLists.txt   |   2 +-
 .../PipelineManager.cpp                       | 634 +-----------------
 .../cutting_algorithms.cpp                    | 457 +++++++++++++
 .../cutting_algorithms.hpp                    |  15 +
 .../examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp | 216 ++++++
 .../examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp |  24 +
 6 files changed, 734 insertions(+), 614 deletions(-)
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/cutting_algorithms.cpp
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/cutting_algorithms.hpp
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
index 2529b68..6f12c80 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
@@ -39,7 +39,7 @@ set(libname componentnsdifffgo)
 # Source files used by the Runtime System
 set(libcomponentssrcs NormalizationComp.cpp Segmentation.cpp FeatureExtraction.cpp
          TaskFeatures.cpp DiffMaskComp.cpp jsoncpp.cpp graph/min_cut.cpp graph/reuse_tree.cpp
-         merging.cpp)
+         merging.cpp fgm.cpp cutting_algorithms.cpp)
 
 set(libcomparativeanalysis ../../comparativeanalysis/TaskDiffMask.cpp
             ../../comparativeanalysis/pixelcompare/PixelCompare.cpp)
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index ea3d526..1b2a79f 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -23,10 +23,12 @@
 #include "RTPipelineComponentBase.h"
 #include "RegionTemplateCollection.h"
 #include "ReusableTask.hpp"
-#include "merging.hpp"
 #include "graph/min_cut.hpp"
 #include "graph/reuse_tree.hpp"
 
+#include "merging.hpp"
+#include "fgm.hpp"
+
 using namespace std;
 
 namespace parsing {
@@ -100,9 +102,6 @@ void connect_stages_from_file(FILE* workflow_descriptor, map<int, PipelineCompon
 void expand_stages(const map<int, ArgumentBase*> &args, map<int, list<ArgumentBase*>> args_values, 
 	map<int, ArgumentBase*> &expanded_args,map<int, PipelineComponentBase*> stages,
 	map<int, PipelineComponentBase*> &expanded_stages, map<int, ArgumentBase*> &workflow_outputs);
-void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
-	const map<int, PipelineComponentBase*> &stages_ref, map<int, PipelineComponentBase*> &merged_stages, 
-	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int max_bucket_size, string dakota_filename);
 void generate_drs(RegionTemplate* rt, const map<int, ArgumentBase*> &expanded_args);
 void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, 
 	map<int, ArgumentBase*> &merged_arguments,
@@ -128,6 +127,22 @@ parsing::port_type_t get_port_type(string s);
 
 int main(int argc, char* argv[]) {
 
+	// verify arguments
+	if (argc > 1 && string(argv[1]).compare("-h") == 0) {
+		cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max bucket size> <dakota output file> <merging algorithm>" << endl;
+		cout << "avaiable algorithms:" << endl;
+		cout << "0 - No fine grain merging algorithm" << endl;
+		cout << "1 - naive fine grain merging algorithm" << endl;
+		cout << "2 - Smart recursive cut fine grain merging algorithm" << endl;
+		cout << "3 - Reuse-Tree fine grain merging algorithm" << endl;
+		cout << "4 - Double-prunning reuse-tree fine grain merging algorithm" << endl;
+		return 0;
+	}
+	if (argc != 4) {
+		cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max bucket size> <dakota output file> <merging algorithm>" << endl;
+		return 0;
+	}
+
 	int mpi_rank;
 	int mpi_size;
 	int mpi_val;
@@ -146,13 +161,9 @@ int main(int argc, char* argv[]) {
 		rt->setName("tile");
 
 		// get arguments
-		if (argc != 3) {
-			cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max_bucket_size> <DAKOTA_OUTPUT_FILE>" << endl;
-			return 0;
-		}
-
 		int max_bucket_size = atoi(argv[1]);
 		string dakota_file = argv[2];
+		int merging_algorithm = atoi(argv[3]);
 
 		// workflow file
 		FILE* workflow_descriptor = fopen("seg_example.t2flow", "r");
@@ -286,7 +297,7 @@ int main(int argc, char* argv[]) {
 		struct timeval start, end;
 		gettimeofday(&start, NULL);
 
-		merge_stages_fine_grain(expanded_stages, base_stages, merged_stages, rt, expanded_args, max_bucket_size, dakota_file);
+		fgm::merge_stages_fine_grain(merging_algorithm, expanded_stages, base_stages, merged_stages, rt, expanded_args, max_bucket_size, dakota_file);
 
 		gettimeofday(&end, NULL);
 
@@ -1291,609 +1302,6 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 	}
 }
 
-mincut::weight_t get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2, map<size_t, int> id2task,  
-	map<int, PipelineComponentBase*> current_stages, map<int, ArgumentBase*> &args,
-	map<string, list<ArgumentBase*>> ref) {
-
-	// get the first stage as a base stage
-	mincut::subgraph_t::iterator s1_it = s1.begin();
-	PipelineComponentBase* current1 = current_stages[id2task[*s1_it]]->clone();
-	current1->setLocation(PipelineComponentBase::WORKER_SIDE);
-	s1_it++;
-	for (; s1_it!=s1.end(); s1_it++) {
-		PipelineComponentBase* clone1 = current_stages[id2task[*s1_it]]->clone();
-		clone1->setLocation(PipelineComponentBase::WORKER_SIDE);
-		if (merging_condition(current1, clone1, args, ref))
-			merge_stages(current1, clone1, ref);
-		else {
-			for (ReusableTask* t : clone1->tasks) {
-				current1->tasks.emplace_back(t->clone());
-			}
-		}
-		clone1->remove_outputs = true;
-		delete clone1;
-	}
-
-	// get the first stage as a base stage
-	mincut::subgraph_t::iterator s2_it = s2.begin();
-	PipelineComponentBase* current2 = current_stages[id2task[(*s2_it)]]->clone();
-	current2->setLocation(PipelineComponentBase::WORKER_SIDE);
-	for (s2_it++; s2_it!=s2.end(); s2_it++) {
-		PipelineComponentBase* clone2 = current_stages[id2task[*s2_it]]->clone();
-		clone2->setLocation(PipelineComponentBase::WORKER_SIDE);
-		if (merging_condition(current2, clone2, args, ref))
-			merge_stages(current2, clone2, ref);
-		else {
-			for (ReusableTask* t : clone2->tasks) {
-				current2->tasks.emplace_back(t->clone());
-			}
-		}
-		clone2->remove_outputs = true;
-		delete clone2;
-	}
-
-	int ret = current1->tasks.size()>current2->tasks.size()?current1->tasks.size():current2->tasks.size();
-
-	// clear memory
-	current1->remove_outputs = true;
-	delete current1;
-	current2->remove_outputs = true;
-	delete current2;
-
-	return ret;
-}
-
-bool cutting_condition(list<PipelineComponentBase*> current, float nrS_mksp, float max_mem, 
-	map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
-
-	if (calc_stage_proc(current, args, ref) > nrS_mksp || calc_stage_mem(current, args, ref) > max_mem)
-		return true;
-	else
-		return false;
-}
-
-pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> get_cut(list<PipelineComponentBase*> current_stages, 
-	const map<int, PipelineComponentBase*> &all_stages, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
-
-	// generate the reuse matrix and the map real-task to min-cut id
-	size_t id = 0;
-	size_t n = current_stages.size();
-
-	// dynamic allocation of adjMat is needed because if n is waaay too big the stack will overflow
-	mincut::weight_t** adjMat = new mincut::weight_t *[n];
-	for (size_t i=0; i<n; i++) {
-		adjMat[i] = new mincut::weight_t [n];
-	}
-	
-	map<size_t, int> id2task;
-	for (list<PipelineComponentBase*>::iterator s1=current_stages.begin(); s1!= current_stages.end(); s1++, id++) {
-		id2task[id] = (*s1)->getId();
-		// cout << "map: " << id << ":" << (*s1)->getId() << endl;
-		size_t id_j = id;
-		for (list<PipelineComponentBase*>::iterator s2=s1; s2!= current_stages.end(); s2++, id_j++) {
-			if (id == id_j)
-				adjMat[id][id] = 0;
-			else {
-				adjMat[id][id_j] = get_reuse_factor(*s1, *s2, args, ref);
-				adjMat[id_j][id] = adjMat[id][id_j];
-			}
-		}
-	}
-
-	// cout << endl;
-	// adj_mat_print(adjMat, id2task, n);
-	// cout << endl;
-
-	// send adjMat to mincut algorithm
-	list<mincut::cut_t> cuts = mincut::min_cut(n, adjMat);
-
-	// get the cut with the minimal weight, using the number of merged tasks as a tiebreaker
-	mincut::cut_t best_cut = cuts.front();
-	mincut::weight_t best_weight = mincut::_cut_w(best_cut);
-	int best_num_tasks = get_reuse_factor(mincut::_cut_s1(best_cut), mincut::_cut_s2(best_cut), 
-		id2task, all_stages, args, ref);
-	mincut::weight_t r;
-
-	for (mincut::cut_t c : cuts) {
-		// cout << "cut: " << mincut::_cut_w(c) << ":" << endl;
-		// cout << "\tS1:" << endl;
-		// for (mincut::_id_t id : mincut::_cut_s1(c))
-		// 	cout << "\t\t" << id2task[id] << endl;
-		// cout << "\tS2:" << endl;
-		// for (mincut::_id_t id : mincut::_cut_s2(c))
-		// 	cout << "\t\t" << id2task[id] << endl;
-		// cout << endl;
-
-		// updates min cut if the weight is less that the best so far
-		if (mincut::_cut_w(c) < best_weight) {
-			best_cut = c;
-			best_weight = mincut::_cut_w(c);
-			best_num_tasks = get_reuse_factor(mincut::_cut_s1(c), mincut::_cut_s2(c), 
-				id2task, all_stages, args, ref);
-		} 
-		// updates min cut if the weight are the same but this cut is more balanced
-		else if (mincut::_cut_w(c) == best_weight && (r = get_reuse_factor(mincut::_cut_s1(c), 
-				mincut::_cut_s2(c), id2task, all_stages, args, ref)) < best_num_tasks) {
-			best_cut = c;
-			best_num_tasks = r;
-		}
-	}
-
-	// convert cut to PCB lists for return
-	pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> best_cut_pcb;
-	for (mincut::_id_t i : mincut::_cut_s1(best_cut))
-		best_cut_pcb.first.emplace_back(all_stages.at(id2task[i]));
-	for (mincut::_id_t i : mincut::_cut_s2(best_cut))
-		best_cut_pcb.second.emplace_back(all_stages.at(id2task[i]));
-
-	// clean adjMat
-	for (size_t i=0; i<n; i++) {
-		delete[] adjMat[i];
-	}
-	delete[] adjMat;
-
-	return best_cut_pcb;
-}
-
-list<list<PipelineComponentBase*>> recursive_cut(list<PipelineComponentBase*> rem, const map<int, PipelineComponentBase*> &all_stages, 
-	int n, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
-
-	list<list<PipelineComponentBase*>> last_solution;
-
-	// finishes if there is no more need for a cut (i.e n=1) or if we can't make any more cuts (i.e size=1)
-	if (n == 1 || rem.size() == 1) {
-		last_solution.emplace_back(rem);
-		// cout << "retuned n=" << n << ", size=" << rem.size() << endl;
-		return last_solution;
-	}
-
-	float last_mksp = FLT_MAX;
-	float current_mksp = FLT_MAX/10;
-	list<PipelineComponentBase*> rest;
-	list<list<PipelineComponentBase*>> buckets;
-
-	// execute while there is improvement
-	while(current_mksp < last_mksp) {
-		last_mksp = current_mksp;
-
-		// make a copy of this solution in case the next isn't better
-		last_solution = buckets;
-
-		if (rem.size() == 1) {
-			// cout << "retuned state for size=1, n=" << n << ":" << endl;
-			// for (list<PipelineComponentBase*> b : last_solution) {
-			// 	cout << "\tbucket with cost " << calc_stage_proc(b, ref) << ":" << endl;
-			// 	for (PipelineComponentBase* s : b) {
-			// 		cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-			// 	}
-			// }
-			return last_solution;
-		}
-
-		// cout << "rem:" << endl;
-		// for (PipelineComponentBase* s : rem) {
-		// 	cout << "\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-		// }
-		// cout << "rest:" << endl;
-		// for (PipelineComponentBase* s : rest) {
-		// 	cout << "\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-		// }
-
-		// cut the current bucket
-		pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> c; 
-		c = get_cut(rem, all_stages, args, ref);
-
-		float w1 = calc_stage_proc(c.first, args, ref);
-		float w2 = calc_stage_proc(c.second, args, ref);
-
-		list<PipelineComponentBase*> c1 = w1>=w2?c.first:c.second;
-		list<PipelineComponentBase*> c2 = w1>=w2?c.second:c.first;
-
-		// cout << "cut: " << endl;
-		// cout << "\tc1" << endl;
-		// for (PipelineComponentBase* s : c1)
-		// 	cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-		// cout << "\tc2" << endl;
-		// for (PipelineComponentBase* s : c2)
-		// 	cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-
-		// join c2 with the remaining of rem
-		c2.insert(c2.begin(), rest.begin(), rest.end());
-
-		buckets = recursive_cut(c2, all_stages, n-1, args, ref);
-		buckets.emplace_back(c1);
-		
-		// recalculate current max makespan and set rem backup on last_rem
-		float mksp;
-		current_mksp = 0;
-		for (list<PipelineComponentBase*> b : buckets) {
-			mksp = calc_stage_proc(b, args, ref);
-			if (mksp > current_mksp)
-				current_mksp = mksp;
-		}
-
-		for (int i=0; i<n-2; i++)
-			cout << "\t";
-		cout << "mksp: " << current_mksp << endl;
-
-		// cout << "merged state n=" << n << ":" << endl;
-		// for (list<PipelineComponentBase*> b : buckets) {
-		// 	cout << "\tbucket with cost " << calc_stage_proc(b, args, ref) << ":" << endl;
-		// 	for (PipelineComponentBase* s : b) {
-		// 		cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-		// 	}
-		// }
-
-		// set next iteration PCB lists
-		rem = c1;
-		rest = c2;
-	}
-
-	return last_solution;
-}
-
-list<list<PipelineComponentBase*>> montecarlo_cut(list<PipelineComponentBase*> rem, const map<int, PipelineComponentBase*> &all_stages, 
-	int n, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
-
-	list<list<PipelineComponentBase*>> ret;
-
-	cout << "[montecarlo_cut] n=" << n << endl;
-
-	if (n == 1 || rem.size() == 1) {
-		ret.emplace_back(rem);
-		cout << "[montecarlo_cut] n=" << n << endl;
-		return ret;
-	}
-
-	// perform cuts until there is no more tasks to cut, or, there is no more need for another cut
-	for (int i=0; i<n-1; i++) {
-		pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> c; 
-		c = get_cut(rem, all_stages, args, ref);
-
-		float w1 = calc_stage_proc(c.first, args, ref);
-		float w2 = calc_stage_proc(c.second, args, ref);
-
-		list<PipelineComponentBase*> c1 = w1>=w2?c.first:c.second;
-		list<PipelineComponentBase*> c2 = w1>=w2?c.second:c.first;
-
-		rem = c1;
-		ret.emplace_back(c2);
-
-		if (rem.size() == 1) {
-			break;
-		}
-	}
-
-	// add last bucket 
-	ret.emplace_back(rem);
-
-	// cout << "[montecarlo_cut] n=" << n << "ret:" << endl;
-	// int i=0;
-	// for (list<PipelineComponentBase*> bucket : ret) {
-	// 	cout << "\tb:" << i++ << endl;
-	// 	for (PipelineComponentBase* s : bucket)
-	// 		cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
-	// }
-
-	return ret;
-}
-
-void montecarlo_dep(int n, list<PipelineComponentBase*> c1, list<PipelineComponentBase*> c2,
-	const map<int, PipelineComponentBase*> &all_stages, map<int, ArgumentBase*> &args,
-	map<string, list<ArgumentBase*>> ref, float &best_mksp, float &best_var,
-	pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> &best_cut) {
-
-	cout << "[montecarlo_recursive_cut] n=" << n << " running cut" << endl;
-	cout << "\tc1 - cost=" << calc_stage_proc(c1, args, ref) << ":" << endl;
-	for (PipelineComponentBase* s : c1)
-		cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
-	cout << "\tc2 - cost=" << calc_stage_proc(c2, args, ref) << ":" << endl;
-	for (PipelineComponentBase* s : c2)
-		cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
-	
-	list<list<PipelineComponentBase*>> c = montecarlo_cut(c2, all_stages, n-1, args, ref);
-	
-	// calculates i cut cost with rest c
-	cout << "[montecarlo_cut] n=" << n << "ret:" << endl;
-	int ii=0;
-	// mksp selection metric
-	float mksp;
-	float max_mksp = calc_stage_proc(c1, args, ref);
-	float avg = calc_stage_proc(c1, args, ref);
-	for (list<PipelineComponentBase*> bucket : c) {
-		mksp = calc_stage_proc(bucket, args, ref);
-		avg += mksp;
-		if (mksp > max_mksp)
-			max_mksp = mksp;
-		cout << "\tb" << ii++ << " - mksp=" << mksp<< endl;
-		for (PipelineComponentBase* s : bucket)
-			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
-	}
-
-	// standard deviation selection metric
-	avg /= (c.size()+1);
-	float var = (calc_stage_proc(c1, args, ref)-avg)*(calc_stage_proc(c1, args, ref)-avg);
-	for (list<PipelineComponentBase*> bucket : c) {
-		mksp = calc_stage_proc(bucket, args, ref);
-		var += (mksp-avg)*(mksp-avg);
-	}
-	var /= (c.size()+1);
-
-	cout << "with mksp=" << max_mksp << endl;
-	cout << "with var=" << var << endl;
-
-	// // maybe double if?
-	if (max_mksp < best_mksp || (max_mksp == best_mksp && var < best_var)) {
-	#pragma omp critical
-	{
-	// updates best cut, if this is the case
-	if (max_mksp < best_mksp || (max_mksp == best_mksp && var < best_var)) {
-		best_mksp = max_mksp;
-		best_var = var;
-		list<PipelineComponentBase*> flat_c;
-		for (list<PipelineComponentBase*> bucket : c)
-			flat_c.insert(flat_c.begin(), bucket.begin(), bucket.end());
-		best_cut = pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>(c1, flat_c);
-	}
-	}
-	}
-}
-
-list<list<PipelineComponentBase*>> montecarlo_recursive_cut(list<PipelineComponentBase*> rem, 
-	const map<int, PipelineComponentBase*> &all_stages, int n, map<int, ArgumentBase*> &args, map<string, list<ArgumentBase*>> ref) {
-
-	// list<pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>> current_cuts;
-	pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> best_cut;
-	list<list<PipelineComponentBase*>> final_cut;
-	float best_mksp = FLT_MAX;
-	float best_var = FLT_MAX;
-	int r_size = rem.size();
-
-	cout << "[montecarlo_recursive_cut] n=" << n << endl;
-
-	// stoping condition
-	if (n == 1 || rem.size() == 1) {
-		final_cut.emplace_back(rem);
-		cout << "[montecarlo_recursive_cut] n=" << n << " retuned1" << endl;
-		cout << "\tb0" << endl;
-		for (PipelineComponentBase* s : rem)
-			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
-		return final_cut;
-	}
-
-	#pragma omp parallel
-	{
-	#pragma omp single
-	{
-	// attempt all possible cuts on this level
-	list<PipelineComponentBase*> rest;
-	while (rem.size() > 1) {
-		// attempt a cut
-		pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>> c; 
-		c = get_cut(rem, all_stages, args, ref);
-
-		// store the cut for the rest to be calculated later
-		float w1 = calc_stage_proc(c.first, args, ref);
-		float w2 = calc_stage_proc(c.second, args, ref);
-
-		list<PipelineComponentBase*> c1 = w1>=w2?c.first:c.second;
-		list<PipelineComponentBase*> c2 = w1>=w2?c.second:c.first;
-
-		// add rest to c2
-		c2.insert(c2.begin(), rest.begin(), rest.end());
-
-		#pragma omp task
-		montecarlo_dep(n, c1, c2, all_stages, args, ref, best_mksp, best_var, best_cut);
-
-		cout << "[montecarlo_recursive_cut] n=" << n << " adding cut" << endl;
-		cout << "\tc1:" << endl;
-		for (PipelineComponentBase* s : c1)
-			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
-		cout << "\tc2:" << endl;
-		for (PipelineComponentBase* s : c2)
-			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
-
-		// update rem to get a new cut
-		rem = c1;
-		rest = c2;
-	}
-	}
-	#pragma barrier
-	}
-
-	// cout << "---------------------------------------------------" << endl;
-
-	// #pragma omp parallel
-	// {
-	// #pragma omp single
-	// {
-	// // runs all dependencies a la montecarlo
-	// for (list<pair<list<PipelineComponentBase*>, list<PipelineComponentBase*>>>::iterator i=current_cuts.begin();
-	// 		i!=current_cuts.end(); i++) {
-	// 	// WARNING: best cut is shared between all montecarlo_dep runs
-	// 	#pragma omp task
-	// 	montecarlo_dep(n, i->first, i->second, all_stages, args, ref, best_mksp, best_var, best_cut);
-	// }
-	// }
-
-	cout << "[montecarlo_recursive_cut] n=" << n << " best cut of the stage with mksp=" << best_mksp << endl;
-		cout << "\tc1:" << endl;
-		for (PipelineComponentBase* s : best_cut.first)
-			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
-		cout << "\tc2:" << endl;
-		for (PipelineComponentBase* s : best_cut.second)
-			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
-
-	// recursive call on the best rest
-	final_cut = montecarlo_recursive_cut(best_cut.second, all_stages, n-1, args, ref);
-	final_cut.emplace_back(best_cut.first);
-
-	cout << "[montecarlo_recursive_cut] n=" << n << " final cut:" << endl;
-	int i=0;
-	for (list<PipelineComponentBase*> bucket : final_cut) {
-		cout << "\tb:" << i++ << endl;
-		for (PipelineComponentBase* s : bucket)
-			cout << "\t\t" << s->getId() << ":" << s->getName() << endl;
-	}
-
-	return final_cut;
-}
-
-void merge_stages_fine_grain(const map<int, PipelineComponentBase*> &all_stages, 
-	const map<int, PipelineComponentBase*> &stages_ref, map<int, PipelineComponentBase*> &merged_stages, 
-	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args, int max_bucket_size, string dakota_filename) {
-
-	// attempt merging for each stage type
-	for (map<int, PipelineComponentBase*>::const_iterator ref=stages_ref.cbegin(); ref!=stages_ref.cend(); ref++) {
-		// get only the stages from the current stage_ref
-		list<PipelineComponentBase*> current_stages;
-		filter_stages(all_stages, ref->second->getName(), current_stages);
-
-		cout << "[merge_stages_fine_grain] Generating tasks..." << endl;
-		// generate all tasks
-		for (list<PipelineComponentBase*>::iterator s=current_stages.begin(); s!=current_stages.end(); ) {
-			// if the stage isn't composed of reusable tasks then 
-			(*s)->tasks = task_generator(ref->second->tasksDesc, *s, rt, expanded_args);
-			if ((*s)->tasks.size() == 0) {
-				merged_stages[(*s)->getId()] = *s;
-				s = current_stages.erase(s);
-			} else
-				s++;
-		}
-
-		// if there are no stages left to attempt to merge, or only one stage, don't perform any merging
-		if (current_stages.size() == 1) {
-			merged_stages[(*current_stages.begin())->getId()] = *current_stages.begin();
-			continue;
-		} else if (current_stages.size() == 0) {
-			continue;
-		}
-
-		list<list<PipelineComponentBase*>> solution = reuse_tree_merging(current_stages, all_stages, 
-			max_bucket_size, expanded_args, ref->second->tasksDesc);
-
-		// write merging solution
-		ofstream solution_file;
-		solution_file.open(dakota_filename + "-b" + to_string(max_bucket_size) + "merging_solution.log", ios::trunc);
-
-		cout << endl << "solution:" << endl;
-		solution_file << "solution:" << endl;
-		int total_tasks=0;
-		for (list<PipelineComponentBase*> b : solution) {
-			cout << "\tbucket with " << b.size() << " stages and cost "
-				<< calc_stage_proc(b, expanded_args, ref->second->tasksDesc) << ":" << endl;
-			solution_file << "\tbucket with " << b.size() << " stages and cost "
-				<< calc_stage_proc(b, expanded_args, ref->second->tasksDesc) << ":" << endl;
-			total_tasks += calc_stage_proc(b, expanded_args, ref->second->tasksDesc);
-			for (PipelineComponentBase* s : b) {
-				cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-				// solution_file << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << endl;
-			}
-		}
-		solution_file.close();
-
-		// write some statistics abou the solution
-		ofstream statistics_file;
-		statistics_file.open(dakota_filename + "-b" + to_string(max_bucket_size) + "merging_statistics.log", ios::trunc);
-
-		statistics_file << current_stages.size() << "\t";
-		statistics_file << current_stages.size()*ref->second->tasksDesc.size() << "\t";
-		statistics_file << total_tasks << "\t";
-		statistics_file << solution.size() << "\t";
-		statistics_file << total_tasks/solution.size() << "\t";
-
-		statistics_file.close();
-
-		// merge all stages in each bucket, given that they are mergable
-		for (list<PipelineComponentBase*> bucket : solution) {
-			// cout << "bucket merging" << endl;
-			list<PipelineComponentBase*> curr = merge_stages_full(bucket, expanded_args, ref->second->tasksDesc);
-			// send rem stages to merged_stages
-			for (PipelineComponentBase* s : curr) {
-				// cout << "\tadding stage " << s->getId() << endl;
-				merged_stages[s->getId()] = s;
-			}
-		}
-	}
-}
-
-void generate_drs(RegionTemplate* rt, 
-	const map<int, ArgumentBase*> &expanded_args) {
-
-	// verify every argument
-	for (pair<int, ArgumentBase*> p : expanded_args) {
-		// if an argument is a region template data region
-		if (p.second->getType() == ArgumentBase::RT) {
-			if (((ArgumentRT*)p.second)->isFileInput) {
-				// create the data region and add it to the input region template
-				DenseDataRegion2D *ddr2d = new DenseDataRegion2D();
-				ddr2d->setName(p.second->getName());
-				std::ostringstream oss;
-				oss << p.first;
-				ddr2d->setId(oss.str());
-				ddr2d->setVersion(p.first);
-				ddr2d->setIsAppInput(true);
-				ddr2d->setInputType(DataSourceType::FILE_SYSTEM);
-				ddr2d->setOutputType(DataSourceType::FILE_SYSTEM);
-				ddr2d->setInputFileName(p.second->toString());
-				rt->insertDataRegion(ddr2d);
-			}
-		}
-	}
-}
-
-void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, 
-	map<int, ArgumentBase*> &merged_arguments,
-	RegionTemplate *rt) {
-
-	int i=0;
-	for (pair<int, PipelineComponentBase*> stage : merged_stages) {
-		// add input arguments to stage, adding them as RT as needed
-		for (int arg_id : stage.second->getInputs()) {
-			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
-			new_arg->setParent(merged_arguments[arg_id]->getParent());
-			stage.second->addArgument(new_arg);
-			if (new_arg->getType() == ArgumentBase::RT) {
-				cout << "input RT : " << merged_arguments[arg_id]->getName() << endl;
-				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
-				if (((RTPipelineComponentBase*)stage.second)->
-						getRegionTemplateInstance(rt->getName()) == NULL) {
-					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
-				}
-				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(
-					rt->getName(), new_arg->getName(), RTPipelineComponentBase::INPUT);
-			}
-			if (merged_arguments[arg_id]->getParent() != 0) {
-				// verify if the dependency stage was reused
-				int parent = merged_arguments[arg_id]->getParent();
-				cout << "[before]Dependency: " << stage.second->getId() << ":" << stage.second->getName()
-					<< " ->addDependency( " << parent << " )" << endl;
-				if (merged_stages[merged_arguments[arg_id]->getParent()]->reused != NULL)
-					parent = merged_stages[merged_arguments[arg_id]->getParent()]->reused->getId();
-				cout << "Dependency: " << stage.second->getId() << ":" << stage.second->getName()
-					<< " ->addDependency( " << parent << " )" << endl;
-				((RTPipelineComponentBase*)stage.second)->addDependency(parent);
-			}
-		}
-
-		// add output arguments to stage, adding them as RT as needed
-		for (int arg_id : stage.second->getOutputs()) {
-			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
-			new_arg->setParent(merged_arguments[arg_id]->getParent());
-			new_arg->setIo(ArgumentBase::output);
-			stage.second->addArgument(new_arg);
-			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
-				cout << "output RT : " << merged_arguments[arg_id]->getName() << endl;
-				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
-				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
-					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
-				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName(), 
-					merged_arguments[arg_id]->getName(), RTPipelineComponentBase::OUTPUT);
-			}
-		}
-	}
-}
-
 /***************************************************************/
 /************* Workflow parsing helper functions ***************/
 /***************************************************************/
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/cutting_algorithms.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/cutting_algorithms.cpp
new file mode 100644
index 0000000..c55c49c
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/cutting_algorithms.cpp
@@ -0,0 +1,457 @@
+#include "cutting_algorithms.hpp"
+
+mincut::weight_t get_reuse_factor(mincut::subgraph_t s1, mincut::subgraph_t s2, std::map<size_t, int> id2task,  
+	std::map<int, PipelineComponentBase*> current_stages, std::map<int, ArgumentBase*> &args,
+	std::map<string, std::list<ArgumentBase*>> ref) {
+
+	// get the first stage as a base stage
+	mincut::subgraph_t::iterator s1_it = s1.begin();
+	PipelineComponentBase* current1 = current_stages[id2task[*s1_it]]->clone();
+	current1->setLocation(PipelineComponentBase::WORKER_SIDE);
+	s1_it++;
+	for (; s1_it!=s1.end(); s1_it++) {
+		PipelineComponentBase* clone1 = current_stages[id2task[*s1_it]]->clone();
+		clone1->setLocation(PipelineComponentBase::WORKER_SIDE);
+		if (merging_condition(current1, clone1, args, ref))
+			merge_stages(current1, clone1, ref);
+		else {
+			for (ReusableTask* t : clone1->tasks) {
+				current1->tasks.emplace_back(t->clone());
+			}
+		}
+		clone1->remove_outputs = true;
+		delete clone1;
+	}
+
+	// get the first stage as a base stage
+	mincut::subgraph_t::iterator s2_it = s2.begin();
+	PipelineComponentBase* current2 = current_stages[id2task[(*s2_it)]]->clone();
+	current2->setLocation(PipelineComponentBase::WORKER_SIDE);
+	for (s2_it++; s2_it!=s2.end(); s2_it++) {
+		PipelineComponentBase* clone2 = current_stages[id2task[*s2_it]]->clone();
+		clone2->setLocation(PipelineComponentBase::WORKER_SIDE);
+		if (merging_condition(current2, clone2, args, ref))
+			merge_stages(current2, clone2, ref);
+		else {
+			for (ReusableTask* t : clone2->tasks) {
+				current2->tasks.emplace_back(t->clone());
+			}
+		}
+		clone2->remove_outputs = true;
+		delete clone2;
+	}
+
+	int ret = current1->tasks.size()>current2->tasks.size()?current1->tasks.size():current2->tasks.size();
+
+	// clear memory
+	current1->remove_outputs = true;
+	delete current1;
+	current2->remove_outputs = true;
+	delete current2;
+
+	return ret;
+}
+
+bool cutting_condition(std::list<PipelineComponentBase*> current, float nrS_mksp, float max_mem, 
+	std::map<int, ArgumentBase*> &args, std::map<string, std::list<ArgumentBase*>> ref) {
+
+	if (calc_stage_proc(current, args, ref) > nrS_mksp || calc_stage_mem(current, args, ref) > max_mem)
+		return true;
+	else
+		return false;
+}
+
+pair<std::list<PipelineComponentBase*>, std::list<PipelineComponentBase*>> get_cut(std::list<PipelineComponentBase*> current_stages, 
+	const std::map<int, PipelineComponentBase*> &all_stages, std::map<int, ArgumentBase*> &args, std::map<string, std::list<ArgumentBase*>> ref) {
+
+	// generate the reuse matrix and the std::map real-task to min-cut id
+	size_t id = 0;
+	size_t n = current_stages.size();
+
+	// dynamic allocation of adjMat is needed because if n is waaay too big the stack will overflow
+	mincut::weight_t** adjMat = new mincut::weight_t *[n];
+	for (size_t i=0; i<n; i++) {
+		adjMat[i] = new mincut::weight_t [n];
+	}
+	
+	std::map<size_t, int> id2task;
+	for (std::list<PipelineComponentBase*>::iterator s1=current_stages.begin(); s1!= current_stages.end(); s1++, id++) {
+		id2task[id] = (*s1)->getId();
+		// std::cout << "std::map: " << id << ":" << (*s1)->getId() << std::endl;
+		size_t id_j = id;
+		for (std::list<PipelineComponentBase*>::iterator s2=s1; s2!= current_stages.end(); s2++, id_j++) {
+			if (id == id_j)
+				adjMat[id][id] = 0;
+			else {
+				adjMat[id][id_j] = get_reuse_factor(*s1, *s2, args, ref);
+				adjMat[id_j][id] = adjMat[id][id_j];
+			}
+		}
+	}
+
+	// std::cout << std::endl;
+	// adj_mat_print(adjMat, id2task, n);
+	// std::cout << std::endl;
+
+	// send adjMat to mincut algorithm
+	std::list<mincut::cut_t> cuts = mincut::min_cut(n, adjMat);
+
+	// get the cut with the minimal weight, using the number of merged tasks as a tiebreaker
+	mincut::cut_t best_cut = cuts.front();
+	mincut::weight_t best_weight = mincut::_cut_w(best_cut);
+	int best_num_tasks = get_reuse_factor(mincut::_cut_s1(best_cut), mincut::_cut_s2(best_cut), 
+		id2task, all_stages, args, ref);
+	mincut::weight_t r;
+
+	for (mincut::cut_t c : cuts) {
+		// std::cout << "cut: " << mincut::_cut_w(c) << ":" << std::endl;
+		// std::cout << "\tS1:" << std::endl;
+		// for (mincut::_id_t id : mincut::_cut_s1(c))
+		// 	std::cout << "\t\t" << id2task[id] << std::endl;
+		// std::cout << "\tS2:" << std::endl;
+		// for (mincut::_id_t id : mincut::_cut_s2(c))
+		// 	std::cout << "\t\t" << id2task[id] << std::endl;
+		// std::cout << std::endl;
+
+		// updates min cut if the weight is less that the best so far
+		if (mincut::_cut_w(c) < best_weight) {
+			best_cut = c;
+			best_weight = mincut::_cut_w(c);
+			best_num_tasks = get_reuse_factor(mincut::_cut_s1(c), mincut::_cut_s2(c), 
+				id2task, all_stages, args, ref);
+		} 
+		// updates min cut if the weight are the same but this cut is more balanced
+		else if (mincut::_cut_w(c) == best_weight && (r = get_reuse_factor(mincut::_cut_s1(c), 
+				mincut::_cut_s2(c), id2task, all_stages, args, ref)) < best_num_tasks) {
+			best_cut = c;
+			best_num_tasks = r;
+		}
+	}
+
+	// convert cut to PCB std::lists for return
+	pair<std::list<PipelineComponentBase*>, std::list<PipelineComponentBase*>> best_cut_pcb;
+	for (mincut::_id_t i : mincut::_cut_s1(best_cut))
+		best_cut_pcb.first.emplace_back(all_stages.at(id2task[i]));
+	for (mincut::_id_t i : mincut::_cut_s2(best_cut))
+		best_cut_pcb.second.emplace_back(all_stages.at(id2task[i]));
+
+	// clean adjMat
+	for (size_t i=0; i<n; i++) {
+		delete[] adjMat[i];
+	}
+	delete[] adjMat;
+
+	return best_cut_pcb;
+}
+
+std::list<std::list<PipelineComponentBase*>> recursive_cut(std::list<PipelineComponentBase*> rem, const std::map<int, PipelineComponentBase*> &all_stages, 
+	int max_bucket_size, int max_cuts, std::map<int, ArgumentBase*> &args, std::map<string, std::list<ArgumentBase*>> ref) {
+
+	std::list<std::list<PipelineComponentBase*>> last_solution;
+
+	// finishes if we can't make any more cuts (i.e size=1) or if we shouldn't (i.e max_cuts == 1)
+	if (rem.size() == 1) {
+		last_solution.emplace_back(rem);
+		// std::cout << "retuned n=" << n << ", size=" << rem.size() << std::endl;
+		return last_solution;
+	}
+
+	float last_mksp = FLT_MAX;
+	float current_mksp = FLT_MAX/10;
+	std::list<PipelineComponentBase*> rest;
+	std::list<std::list<PipelineComponentBase*>> buckets;
+	bool not_evaluated = true;
+
+	// execute while there is improvement
+	while(current_mksp < last_mksp || not_evaluated) {
+		last_mksp = current_mksp;
+		not_evaluated = true;
+
+		// make a copy of this solution in case the next isn't better
+		last_solution = buckets;
+
+		if (rem.size() == 1) {
+			// std::cout << "retuned state for size=1, n=" << n << ":" << std::endl;
+			// for (std::list<PipelineComponentBase*> b : last_solution) {
+			// 	std::cout << "\tbucket with cost " << calc_stage_proc(b, ref) << ":" << std::endl;
+			// 	for (PipelineComponentBase* s : b) {
+			// 		std::cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << std::endl;
+			// 	}
+			// }
+			return last_solution;
+		}
+
+		// std::cout << "rem:" << std::endl;
+		// for (PipelineComponentBase* s : rem) {
+		// 	std::cout << "\tstage " << s->getId() << ":" << s->getName() << ":" << std::endl;
+		// }
+		// std::cout << "rest:" << std::endl;
+		// for (PipelineComponentBase* s : rest) {
+		// 	std::cout << "\tstage " << s->getId() << ":" << s->getName() << ":" << std::endl;
+		// }
+
+		// cut the current bucket
+		pair<std::list<PipelineComponentBase*>, std::list<PipelineComponentBase*>> c; 
+		c = get_cut(rem, all_stages, args, ref);
+
+		float w1 = calc_stage_proc(c.first, args, ref);
+		float w2 = calc_stage_proc(c.second, args, ref);
+
+		std::list<PipelineComponentBase*> c1 = w1>=w2?c.first:c.second;
+		std::list<PipelineComponentBase*> c2 = w1>=w2?c.second:c.first;
+
+		// std::cout << "cut: " << std::endl;
+		// std::cout << "\tc1" << std::endl;
+		// for (PipelineComponentBase* s : c1)
+		// 	std::cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << std::endl;
+		// std::cout << "\tc2" << std::endl;
+		// for (PipelineComponentBase* s : c2)
+		// 	std::cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << std::endl;
+
+		// join c2 with the remaining of rem
+		c2.insert(c2.begin(), rest.begin(), rest.end());
+
+		// verify if the max_bucket_size constraint was satisfied
+		std::cout << "[" << max_cuts << "]" << "c1.size=" << c1.size() << std::endl;
+		if (c1.size() <= max_bucket_size) {
+			buckets = recursive_cut(c2, all_stages, max_bucket_size, max_cuts-1, args, ref);
+			buckets.emplace_back(c1);
+			
+			// recalculate current max makespan and set rem backup on last_rem
+			float mksp;
+			current_mksp = 0;
+			for (std::list<PipelineComponentBase*> b : buckets) {
+				mksp = calc_stage_proc(b, args, ref);
+				if (mksp > current_mksp) {
+					current_mksp = mksp;
+				}
+			}
+			std::cout << "mksp: " << current_mksp << std::endl;
+
+			not_evaluated = false;
+
+			return buckets;
+
+			// std::cout << "merged state n=" << n << ":" << std::endl;
+			// for (std::list<PipelineComponentBase*> b : buckets) {
+			// 	std::cout << "\tbucket with cost " << calc_stage_proc(b, args, ref) << ":" << std::endl;
+			// 	for (PipelineComponentBase* s : b) {
+			// 		std::cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << std::endl;
+			// 	}
+			// }
+		}
+
+		// set next iteration PCB lists
+		rem = c1;
+		rest = c2;
+	}
+
+	return last_solution;
+}
+
+std::list<std::list<PipelineComponentBase*>> montecarlo_cut(std::list<PipelineComponentBase*> rem, const std::map<int, PipelineComponentBase*> &all_stages, 
+	int n, std::map<int, ArgumentBase*> &args, std::map<string, std::list<ArgumentBase*>> ref) {
+
+	std::list<std::list<PipelineComponentBase*>> ret;
+
+	std::cout << "[montecarlo_cut] n=" << n << std::endl;
+
+	if (n == 1 || rem.size() == 1) {
+		ret.emplace_back(rem);
+		std::cout << "[montecarlo_cut] n=" << n << std::endl;
+		return ret;
+	}
+
+	// perform cuts until there is no more tasks to cut, or, there is no more need for another cut
+	for (int i=0; i<n-1; i++) {
+		pair<std::list<PipelineComponentBase*>, std::list<PipelineComponentBase*>> c; 
+		c = get_cut(rem, all_stages, args, ref);
+
+		float w1 = calc_stage_proc(c.first, args, ref);
+		float w2 = calc_stage_proc(c.second, args, ref);
+
+		std::list<PipelineComponentBase*> c1 = w1>=w2?c.first:c.second;
+		std::list<PipelineComponentBase*> c2 = w1>=w2?c.second:c.first;
+
+		rem = c1;
+		ret.emplace_back(c2);
+
+		if (rem.size() == 1) {
+			break;
+		}
+	}
+
+	// add last bucket 
+	ret.emplace_back(rem);
+
+	// std::cout << "[montecarlo_cut] n=" << n << "ret:" << std::endl;
+	// int i=0;
+	// for (std::list<PipelineComponentBase*> bucket : ret) {
+	// 	std::cout << "\tb:" << i++ << std::endl;
+	// 	for (PipelineComponentBase* s : bucket)
+	// 		std::cout << "\t\t" << s->getId() << ":" << s->getName() << std::endl;
+	// }
+
+	return ret;
+}
+
+void montecarlo_dep(int n, std::list<PipelineComponentBase*> c1, std::list<PipelineComponentBase*> c2,
+	const std::map<int, PipelineComponentBase*> &all_stages, std::map<int, ArgumentBase*> &args,
+	std::map<string, std::list<ArgumentBase*>> ref, float &best_mksp, float &best_var,
+	pair<std::list<PipelineComponentBase*>, std::list<PipelineComponentBase*>> &best_cut) {
+
+	std::cout << "[montecarlo_recursive_cut] n=" << n << " running cut" << std::endl;
+	std::cout << "\tc1 - cost=" << calc_stage_proc(c1, args, ref) << ":" << std::endl;
+	for (PipelineComponentBase* s : c1)
+		std::cout << "\t\t" << s->getId() << ":" << s->getName() << std::endl;
+	std::cout << "\tc2 - cost=" << calc_stage_proc(c2, args, ref) << ":" << std::endl;
+	for (PipelineComponentBase* s : c2)
+		std::cout << "\t\t" << s->getId() << ":" << s->getName() << std::endl;
+	
+	std::list<std::list<PipelineComponentBase*>> c = montecarlo_cut(c2, all_stages, n-1, args, ref);
+	
+	// calculates i cut cost with rest c
+	std::cout << "[montecarlo_cut] n=" << n << "ret:" << std::endl;
+	int ii=0;
+	// mksp selection metric
+	float mksp;
+	float max_mksp = calc_stage_proc(c1, args, ref);
+	float avg = calc_stage_proc(c1, args, ref);
+	for (std::list<PipelineComponentBase*> bucket : c) {
+		mksp = calc_stage_proc(bucket, args, ref);
+		avg += mksp;
+		if (mksp > max_mksp)
+			max_mksp = mksp;
+		std::cout << "\tb" << ii++ << " - mksp=" << mksp<< std::endl;
+		for (PipelineComponentBase* s : bucket)
+			std::cout << "\t\t" << s->getId() << ":" << s->getName() << std::endl;
+	}
+
+	// standard deviation selection metric
+	avg /= (c.size()+1);
+	float var = (calc_stage_proc(c1, args, ref)-avg)*(calc_stage_proc(c1, args, ref)-avg);
+	for (std::list<PipelineComponentBase*> bucket : c) {
+		mksp = calc_stage_proc(bucket, args, ref);
+		var += (mksp-avg)*(mksp-avg);
+	}
+	var /= (c.size()+1);
+
+	std::cout << "with mksp=" << max_mksp << std::endl;
+	std::cout << "with var=" << var << std::endl;
+
+	// // maybe double if?
+	if (max_mksp < best_mksp || (max_mksp == best_mksp && var < best_var)) {
+	#pragma omp critical
+	{
+	// updates best cut, if this is the case
+	if (max_mksp < best_mksp || (max_mksp == best_mksp && var < best_var)) {
+		best_mksp = max_mksp;
+		best_var = var;
+		std::list<PipelineComponentBase*> flat_c;
+		for (std::list<PipelineComponentBase*> bucket : c)
+			flat_c.insert(flat_c.begin(), bucket.begin(), bucket.end());
+		best_cut = pair<std::list<PipelineComponentBase*>, std::list<PipelineComponentBase*>>(c1, flat_c);
+	}
+	}
+	}
+}
+
+std::list<std::list<PipelineComponentBase*>> montecarlo_recursive_cut(std::list<PipelineComponentBase*> rem, 
+	const std::map<int, PipelineComponentBase*> &all_stages, int n, std::map<int, ArgumentBase*> &args, std::map<string, std::list<ArgumentBase*>> ref) {
+
+	// std::list<pair<std::list<PipelineComponentBase*>, std::list<PipelineComponentBase*>>> current_cuts;
+	pair<std::list<PipelineComponentBase*>, std::list<PipelineComponentBase*>> best_cut;
+	std::list<std::list<PipelineComponentBase*>> final_cut;
+	float best_mksp = FLT_MAX;
+	float best_var = FLT_MAX;
+	int r_size = rem.size();
+
+	std::cout << "[montecarlo_recursive_cut] n=" << n << std::endl;
+
+	// stoping condition
+	if (n == 1 || rem.size() == 1) {
+		final_cut.emplace_back(rem);
+		std::cout << "[montecarlo_recursive_cut] n=" << n << " retuned1" << std::endl;
+		std::cout << "\tb0" << std::endl;
+		for (PipelineComponentBase* s : rem)
+			std::cout << "\t\t" << s->getId() << ":" << s->getName() << std::endl;
+		return final_cut;
+	}
+
+	#pragma omp parallel
+	{
+	#pragma omp single
+	{
+	// attempt all possible cuts on this level
+	std::list<PipelineComponentBase*> rest;
+	while (rem.size() > 1) {
+		// attempt a cut
+		pair<std::list<PipelineComponentBase*>, std::list<PipelineComponentBase*>> c; 
+		c = get_cut(rem, all_stages, args, ref);
+
+		// store the cut for the rest to be calculated later
+		float w1 = calc_stage_proc(c.first, args, ref);
+		float w2 = calc_stage_proc(c.second, args, ref);
+
+		std::list<PipelineComponentBase*> c1 = w1>=w2?c.first:c.second;
+		std::list<PipelineComponentBase*> c2 = w1>=w2?c.second:c.first;
+
+		// add rest to c2
+		c2.insert(c2.begin(), rest.begin(), rest.end());
+
+		#pragma omp task
+		montecarlo_dep(n, c1, c2, all_stages, args, ref, best_mksp, best_var, best_cut);
+
+		std::cout << "[montecarlo_recursive_cut] n=" << n << " adding cut" << std::endl;
+		std::cout << "\tc1:" << std::endl;
+		for (PipelineComponentBase* s : c1)
+			std::cout << "\t\t" << s->getId() << ":" << s->getName() << std::endl;
+		std::cout << "\tc2:" << std::endl;
+		for (PipelineComponentBase* s : c2)
+			std::cout << "\t\t" << s->getId() << ":" << s->getName() << std::endl;
+
+		// update rem to get a new cut
+		rem = c1;
+		rest = c2;
+	}
+	}
+	#pragma barrier
+	}
+
+	// std::cout << "---------------------------------------------------" << std::endl;
+
+	// #pragma omp parallel
+	// {
+	// #pragma omp single
+	// {
+	// // runs all dependencies a la montecarlo
+	// for (std::list<pair<std::list<PipelineComponentBase*>, std::list<PipelineComponentBase*>>>::iterator i=current_cuts.begin();
+	// 		i!=current_cuts.end(); i++) {
+	// 	// WARNING: best cut is shared between all montecarlo_dep runs
+	// 	#pragma omp task
+	// 	montecarlo_dep(n, i->first, i->second, all_stages, args, ref, best_mksp, best_var, best_cut);
+	// }
+	// }
+
+	std::cout << "[montecarlo_recursive_cut] n=" << n << " best cut of the stage with mksp=" << best_mksp << std::endl;
+		std::cout << "\tc1:" << std::endl;
+		for (PipelineComponentBase* s : best_cut.first)
+			std::cout << "\t\t" << s->getId() << ":" << s->getName() << std::endl;
+		std::cout << "\tc2:" << std::endl;
+		for (PipelineComponentBase* s : best_cut.second)
+			std::cout << "\t\t" << s->getId() << ":" << s->getName() << std::endl;
+
+	// recursive call on the best rest
+	final_cut = montecarlo_recursive_cut(best_cut.second, all_stages, n-1, args, ref);
+	final_cut.emplace_back(best_cut.first);
+
+	std::cout << "[montecarlo_recursive_cut] n=" << n << " final cut:" << std::endl;
+	int i=0;
+	for (std::list<PipelineComponentBase*> bucket : final_cut) {
+		std::cout << "\tb:" << i++ << std::endl;
+		for (PipelineComponentBase* s : bucket)
+			std::cout << "\t\t" << s->getId() << ":" << s->getName() << std::endl;
+	}
+
+	return final_cut;
+}
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/cutting_algorithms.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/cutting_algorithms.hpp
new file mode 100644
index 0000000..acd60a4
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/cutting_algorithms.hpp
@@ -0,0 +1,15 @@
+#ifndef CUTTING_ALGORITHMS_HPP
+#define CUTTING_ALGORITHMS_HPP
+
+#include <map>
+#include <list>
+
+#include "PipelineComponentBase.h"
+
+#include "merging.hpp"
+#include "graph/min_cut.hpp"
+
+std::list<std::list<PipelineComponentBase*>> recursive_cut(std::list<PipelineComponentBase*> rem, const std::map<int, PipelineComponentBase*> &all_stages, 
+	int max_bucket_size, int max_cuts, std::map<int, ArgumentBase*> &args, std::map<string, std::list<ArgumentBase*>> ref);
+
+#endif
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
new file mode 100644
index 0000000..33cfc43
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
@@ -0,0 +1,216 @@
+#include "fgm.hpp"
+
+void generate_drs(RegionTemplate* rt, 
+	const std::map<int, ArgumentBase*> &expanded_args) {
+
+	// verify every argument
+	for (pair<int, ArgumentBase*> p : expanded_args) {
+		// if an argument is a region template data region
+		if (p.second->getType() == ArgumentBase::RT) {
+			if (((ArgumentRT*)p.second)->isFileInput) {
+				// create the data region and add it to the input region template
+				DenseDataRegion2D *ddr2d = new DenseDataRegion2D();
+				ddr2d->setName(p.second->getName());
+				std::ostringstream oss;
+				oss << p.first;
+				ddr2d->setId(oss.str());
+				ddr2d->setVersion(p.first);
+				ddr2d->setIsAppInput(true);
+				ddr2d->setInputType(DataSourceType::FILE_SYSTEM);
+				ddr2d->setOutputType(DataSourceType::FILE_SYSTEM);
+				ddr2d->setInputFileName(p.second->toString());
+				rt->insertDataRegion(ddr2d);
+			}
+		}
+	}
+}
+
+void add_arguments_to_stages(std::map<int, PipelineComponentBase*> &merged_stages, 
+	std::map<int, ArgumentBase*> &merged_arguments,
+	RegionTemplate *rt) {
+
+	int i=0;
+	for (pair<int, PipelineComponentBase*> stage : merged_stages) {
+		// add input arguments to stage, adding them as RT as needed
+		for (int arg_id : stage.second->getInputs()) {
+			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
+			new_arg->setParent(merged_arguments[arg_id]->getParent());
+			stage.second->addArgument(new_arg);
+			if (new_arg->getType() == ArgumentBase::RT) {
+				std::cout << "input RT : " << merged_arguments[arg_id]->getName() << std::endl;
+				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
+				if (((RTPipelineComponentBase*)stage.second)->
+						getRegionTemplateInstance(rt->getName()) == NULL) {
+					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
+				}
+				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(
+					rt->getName(), new_arg->getName(), RTPipelineComponentBase::INPUT);
+			}
+			if (merged_arguments[arg_id]->getParent() != 0) {
+				// verify if the dependency stage was reused
+				int parent = merged_arguments[arg_id]->getParent();
+				std::cout << "[before]Dependency: " << stage.second->getId() << ":" << stage.second->getName()
+					<< " ->addDependency( " << parent << " )" << std::endl;
+				if (merged_stages[merged_arguments[arg_id]->getParent()]->reused != NULL)
+					parent = merged_stages[merged_arguments[arg_id]->getParent()]->reused->getId();
+				std::cout << "Dependency: " << stage.second->getId() << ":" << stage.second->getName()
+					<< " ->addDependency( " << parent << " )" << std::endl;
+				((RTPipelineComponentBase*)stage.second)->addDependency(parent);
+			}
+		}
+
+		// add output arguments to stage, adding them as RT as needed
+		for (int arg_id : stage.second->getOutputs()) {
+			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
+			new_arg->setParent(merged_arguments[arg_id]->getParent());
+			new_arg->setIo(ArgumentBase::output);
+			stage.second->addArgument(new_arg);
+			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
+				std::cout << "output RT : " << merged_arguments[arg_id]->getName() << std::endl;
+				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
+				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
+					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
+				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName(), 
+					merged_arguments[arg_id]->getName(), RTPipelineComponentBase::OUTPUT);
+			}
+		}
+	}
+}
+
+void fgm::merge_stages_fine_grain(int algorithm, const std::map<int, PipelineComponentBase*> &all_stages, 
+	const std::map<int, PipelineComponentBase*> &stages_ref, std::map<int, PipelineComponentBase*> &merged_stages, 
+	RegionTemplate* rt, std::map<int, ArgumentBase*> expanded_args, int max_bucket_size, string dakota_filename) {
+
+	// attempt merging for each stage type
+	for (std::map<int, PipelineComponentBase*>::const_iterator ref=stages_ref.cbegin(); ref!=stages_ref.cend(); ref++) {
+		// get only the stages from the current stage_ref
+		std::list<PipelineComponentBase*> current_stages;
+		filter_stages(all_stages, ref->second->getName(), current_stages);
+
+		std::cout << "[merge_stages_fine_grain] Generating tasks..." << std::endl;
+		
+		// generate all tasks
+		int nrS = 0;
+		double max_nrS_mksp = 0;
+		for (list<PipelineComponentBase*>::iterator s=current_stages.begin(); s!=current_stages.end(); ) {
+			// if the stage isn't composed of reusable tasks then 
+			(*s)->tasks = task_generator(ref->second->tasksDesc, *s, rt, expanded_args);
+			if ((*s)->tasks.size() == 0) {
+				merged_stages[(*s)->getId()] = *s;
+				
+				// makespan calculations
+				nrS++;
+				if ((*s)->getMksp() > max_nrS_mksp)
+					max_nrS_mksp = (*s)->getMksp();
+
+				s = current_stages.erase(s);
+			} else
+				s++;
+		}
+
+		// if there are no stages left to attempt to merge, or only one stage, don't perform any merging
+		if (current_stages.size() == 1) {
+			merged_stages[(*current_stages.begin())->getId()] = *current_stages.begin();
+			continue;
+		} else if (current_stages.size() == 0) {
+			continue;
+		}
+
+		std::list<std::list<PipelineComponentBase*>> solution;
+		int max_cuts = ceil(current_stages.size()/max_bucket_size);
+
+		switch (algorithm) {
+			case 0:
+				// no fine grain merging - ok
+				for (PipelineComponentBase* p : current_stages) {
+					std::list<PipelineComponentBase*> single_stage_bucket;
+					single_stage_bucket.emplace_back(p);
+					solution.emplace_back(single_stage_bucket);
+				}
+				break;
+
+			case 1:
+				// naive merging - ok
+				for (std::list<PipelineComponentBase*>::iterator s=current_stages.begin(); s!=current_stages.end(); s++) {
+					// PipelineComponentBase* current = *s;
+					int i;
+					std::list<PipelineComponentBase*> bucket;
+					bucket.emplace_back(*s);
+					for (i=1; i<ceil(max_bucket_size); i++) {
+						if ((++s)==current_stages.end())
+							break;
+						// merge_stages(current, *s, ref->second->tasksDesc);
+						// merged_stages[(*s)->getId()] = *s;
+						bucket.emplace_back(*s);
+						std::cout << "\tadded " << (*s)->getId() << " to the bucket" << std::endl;
+					}
+					// merged_stages[current->getId()] = current;
+					solution.emplace_back(bucket);
+					if (s==current_stages.end())
+						break;
+				}
+				break;
+
+			case 2:
+				// smart recursive cut - ok
+				solution = recursive_cut(current_stages, all_stages, 
+					max_bucket_size, max_cuts, expanded_args, ref->second->tasksDesc);
+				break;
+
+			case 3:
+				// reuse-tree merging - ok
+				solution = reuse_tree_merging(current_stages, all_stages, 
+					max_bucket_size, expanded_args, ref->second->tasksDesc);
+				break;
+			
+			case 4:
+				// reuse-tree merging - ok
+				solution = reuse_tree_merging(current_stages, all_stages, 
+					max_bucket_size, expanded_args, ref->second->tasksDesc);
+				break;
+		}
+
+		// write merging solution
+		ofstream solution_file;
+		solution_file.open(dakota_filename + "-b" + std::to_string(max_bucket_size) + "merging_solution.log", ios::trunc);
+
+		std::cout << std::endl << "solution:" << std::endl;
+		solution_file << "solution:" << std::endl;
+		int total_tasks=0;
+		for (std::list<PipelineComponentBase*> b : solution) {
+			std::cout << "\tbucket with " << b.size() << " stages and cost "
+				<< calc_stage_proc(b, expanded_args, ref->second->tasksDesc) << ":" << std::endl;
+			solution_file << "\tbucket with " << b.size() << " stages and cost "
+				<< calc_stage_proc(b, expanded_args, ref->second->tasksDesc) << ":" << std::endl;
+			total_tasks += calc_stage_proc(b, expanded_args, ref->second->tasksDesc);
+			for (PipelineComponentBase* s : b) {
+				std::cout << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << std::endl;
+				// solution_file << "\t\tstage " << s->getId() << ":" << s->getName() << ":" << std::endl;
+			}
+		}
+		solution_file.close();
+
+		// write some statistics abou the solution
+		ofstream statistics_file;
+		statistics_file.open(dakota_filename + "-b" + std::to_string(max_bucket_size) + "merging_statistics.log", ios::trunc);
+
+		statistics_file << current_stages.size() << "\t";
+		statistics_file << current_stages.size()*ref->second->tasksDesc.size() << "\t";
+		statistics_file << total_tasks << "\t";
+		statistics_file << solution.size() << "\t";
+		statistics_file << total_tasks/solution.size() << "\t";
+
+		statistics_file.close();
+
+		// merge all stages in each bucket, given that they are mergable
+		for (std::list<PipelineComponentBase*> bucket : solution) {
+			// std::cout << "bucket merging" << std::endl;
+			std::list<PipelineComponentBase*> curr = merge_stages_full(bucket, expanded_args, ref->second->tasksDesc);
+			// send rem stages to merged_stages
+			for (PipelineComponentBase* s : curr) {
+				// std::cout << "\tadding stage " << s->getId() << std::endl;
+				merged_stages[s->getId()] = s;
+			}
+		}
+	}
+}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp
new file mode 100644
index 0000000..f6ff4a3
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp
@@ -0,0 +1,24 @@
+#ifndef FGM_HPP_
+#define FGM_HPP_
+
+#include <map>
+#include <list>
+#include <iostream>
+#include <fstream>
+
+#include "PipelineComponentBase.h"
+#include "RTPipelineComponentBase.h"
+
+#include "merging.hpp"
+#include "cutting_algorithms.hpp"
+#include "graph/min_cut.hpp"
+#include "graph/reuse_tree.hpp"
+
+namespace fgm {
+
+	void merge_stages_fine_grain(int merging_algorithm, const std::map<int, PipelineComponentBase*> &all_stages, 
+		const std::map<int, PipelineComponentBase*> &stages_ref, std::map<int, PipelineComponentBase*> &merged_stages, 
+		RegionTemplate* rt, std::map<int, ArgumentBase*> expanded_args, int max_bucket_size, string dakota_filename);
+}
+
+#endif
\ No newline at end of file

From 7587c884f5c954b21ec88f03723c1200a5451cb4 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Thu, 13 Oct 2016 18:07:10 -0300
Subject: [PATCH 69/87] Reuse-tree merging now has the option to turn the
 double-prune optimization on and off.

---
 .../examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp    | 10 +++-------
 .../graph/reuse_tree.cpp                         | 16 +++++++---------
 .../graph/reuse_tree.hpp                         |  3 ++-
 3 files changed, 12 insertions(+), 17 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
index 33cfc43..1a3c52c 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
@@ -132,19 +132,15 @@ void fgm::merge_stages_fine_grain(int algorithm, const std::map<int, PipelineCom
 			case 1:
 				// naive merging - ok
 				for (std::list<PipelineComponentBase*>::iterator s=current_stages.begin(); s!=current_stages.end(); s++) {
-					// PipelineComponentBase* current = *s;
 					int i;
 					std::list<PipelineComponentBase*> bucket;
 					bucket.emplace_back(*s);
 					for (i=1; i<ceil(max_bucket_size); i++) {
 						if ((++s)==current_stages.end())
 							break;
-						// merge_stages(current, *s, ref->second->tasksDesc);
-						// merged_stages[(*s)->getId()] = *s;
 						bucket.emplace_back(*s);
 						std::cout << "\tadded " << (*s)->getId() << " to the bucket" << std::endl;
 					}
-					// merged_stages[current->getId()] = current;
 					solution.emplace_back(bucket);
 					if (s==current_stages.end())
 						break;
@@ -160,13 +156,13 @@ void fgm::merge_stages_fine_grain(int algorithm, const std::map<int, PipelineCom
 			case 3:
 				// reuse-tree merging - ok
 				solution = reuse_tree_merging(current_stages, all_stages, 
-					max_bucket_size, expanded_args, ref->second->tasksDesc);
+					max_bucket_size, expanded_args, ref->second->tasksDesc, false);
 				break;
 			
 			case 4:
-				// reuse-tree merging - ok
+				// reuse-tree merging with double prunning
 				solution = reuse_tree_merging(current_stages, all_stages, 
-					max_bucket_size, expanded_args, ref->second->tasksDesc);
+					max_bucket_size, expanded_args, ref->second->tasksDesc, true);
 				break;
 		}
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
index 7385d7c..29dea9f 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
@@ -309,7 +309,7 @@ void cluster_merging(reuse_tree_t& reuse_tree,
 // Prunes the reuse tree based on the leafs_parent_list, returning a list of new buckets
 // to be merged, and updates the tree internal structure
 list<list<PipelineComponentBase*>> prune_leaf_level(reuse_tree_t& reuse_tree, 
-	list<reuse_node_t*> leafs_parent_list, int max_bucket_size) {
+	list<reuse_node_t*> leafs_parent_list, int max_bucket_size, bool double_prunning) {
 	
 	list<list<PipelineComponentBase*>> new_buckets;
 
@@ -365,12 +365,9 @@ list<list<PipelineComponentBase*>> prune_leaf_level(reuse_tree_t& reuse_tree,
 	}
 
 	// pruning second pass -------------------
-	while (leafs_parent_list.size() > 0)
-		cluster_merging(reuse_tree, leafs_parent_list, new_buckets, max_bucket_size);
-
-
-	// TODO: keep merging until each child has at most one leaf
-	// this merging must attempt to keep the leafs of the same child together
+	if (double_prunning)
+		while (leafs_parent_list.size() > 0)
+			cluster_merging(reuse_tree, leafs_parent_list, new_buckets, max_bucket_size);
 
 	return new_buckets;
 }
@@ -399,7 +396,8 @@ void move_reuse_tree_up(reuse_tree_t& reuse_tree,
 list<list<PipelineComponentBase*>> reuse_tree_merging(
 	const list<PipelineComponentBase*>& stages_to_merge, 
 	const map<int, PipelineComponentBase*> &all_stages, int max_bucket_size, 
-	const map<int, ArgumentBase*> &args, const map<string, list<ArgumentBase*>>& ref) {
+	const map<int, ArgumentBase*> &args, const map<string, list<ArgumentBase*>>& ref,
+	bool double_prunning) {
 
 	list<list<PipelineComponentBase*>> solution;
 
@@ -414,7 +412,7 @@ list<list<PipelineComponentBase*>> reuse_tree_merging(
 		list<reuse_node_t*> leafs_parent_list = generate_leafs_parent_list(reuse_tree);
 		// print_leafs_parent_list(leafs_parent_list);
 		list<list<PipelineComponentBase*>> new_buckets = prune_leaf_level(
-			reuse_tree, leafs_parent_list, max_bucket_size);
+			reuse_tree, leafs_parent_list, max_bucket_size, double_prunning);
 		std::cout << "after:" << std::endl;
 		print_reuse_tree(reuse_tree);
 		move_reuse_tree_up(reuse_tree, leafs_parent_list);
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp
index d198467..464b70d 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp
@@ -23,7 +23,8 @@ typedef struct {
 // Performs the stage mearging using the reuse tree algorithm
 list<list<PipelineComponentBase*>> reuse_tree_merging(const list<PipelineComponentBase*>& stages_to_merge, 
 	const map<int, PipelineComponentBase*> &all_stages, int max_bucket_size, 
-	const map<int, ArgumentBase*> &args, const map<string, list<ArgumentBase*>>& ref);
+	const map<int, ArgumentBase*> &args, const map<string, list<ArgumentBase*>>& ref,
+	bool double_prunning);
 
 
 #endif
\ No newline at end of file

From 420d0b56326229c54e4e313ce61b6081440e921b Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 18 Oct 2016 15:26:29 -0200
Subject: [PATCH 70/87] Added stage shuffling option.

---
 .../PipelineManager.cpp                       |  9 +++++++--
 .../examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp |  4 ++--
 .../examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp |  2 +-
 .../PipelineRTFS-NS-Diff-FGO/merging.cpp      | 19 +++++++++++++++++--
 .../PipelineRTFS-NS-Diff-FGO/merging.hpp      |  4 +++-
 5 files changed, 30 insertions(+), 8 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 1b2a79f..252f72d 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -138,7 +138,7 @@ int main(int argc, char* argv[]) {
 		cout << "4 - Double-prunning reuse-tree fine grain merging algorithm" << endl;
 		return 0;
 	}
-	if (argc != 4) {
+	if (argc < 4) {
 		cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max bucket size> <dakota output file> <merging algorithm>" << endl;
 		return 0;
 	}
@@ -164,6 +164,10 @@ int main(int argc, char* argv[]) {
 		int max_bucket_size = atoi(argv[1]);
 		string dakota_file = argv[2];
 		int merging_algorithm = atoi(argv[3]);
+		bool shuffle = false;
+		for (int i=1; i<argc; i++)
+			if (string(argv[i]).compare("s")==0)
+				shuffle = true;
 
 		// workflow file
 		FILE* workflow_descriptor = fopen("seg_example.t2flow", "r");
@@ -297,7 +301,8 @@ int main(int argc, char* argv[]) {
 		struct timeval start, end;
 		gettimeofday(&start, NULL);
 
-		fgm::merge_stages_fine_grain(merging_algorithm, expanded_stages, base_stages, merged_stages, rt, expanded_args, max_bucket_size, dakota_file);
+		fgm::merge_stages_fine_grain(merging_algorithm, expanded_stages, base_stages, merged_stages, 
+			rt, expanded_args, max_bucket_size, shuffle, dakota_file);
 
 		gettimeofday(&end, NULL);
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
index 1a3c52c..4a323ce 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
@@ -79,13 +79,13 @@ void add_arguments_to_stages(std::map<int, PipelineComponentBase*> &merged_stage
 
 void fgm::merge_stages_fine_grain(int algorithm, const std::map<int, PipelineComponentBase*> &all_stages, 
 	const std::map<int, PipelineComponentBase*> &stages_ref, std::map<int, PipelineComponentBase*> &merged_stages, 
-	RegionTemplate* rt, std::map<int, ArgumentBase*> expanded_args, int max_bucket_size, string dakota_filename) {
+	RegionTemplate* rt, std::map<int, ArgumentBase*> expanded_args, int max_bucket_size, bool shuffle, string dakota_filename) {
 
 	// attempt merging for each stage type
 	for (std::map<int, PipelineComponentBase*>::const_iterator ref=stages_ref.cbegin(); ref!=stages_ref.cend(); ref++) {
 		// get only the stages from the current stage_ref
 		std::list<PipelineComponentBase*> current_stages;
-		filter_stages(all_stages, ref->second->getName(), current_stages);
+		filter_stages(all_stages, ref->second->getName(), current_stages, shuffle);
 
 		std::cout << "[merge_stages_fine_grain] Generating tasks..." << std::endl;
 		
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp
index f6ff4a3..b223a2c 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp
@@ -18,7 +18,7 @@ namespace fgm {
 
 	void merge_stages_fine_grain(int merging_algorithm, const std::map<int, PipelineComponentBase*> &all_stages, 
 		const std::map<int, PipelineComponentBase*> &stages_ref, std::map<int, PipelineComponentBase*> &merged_stages, 
-		RegionTemplate* rt, std::map<int, ArgumentBase*> expanded_args, int max_bucket_size, string dakota_filename);
+		RegionTemplate* rt, std::map<int, ArgumentBase*> expanded_args, int max_bucket_size, bool shuffle, string dakota_filename);
 }
 
 #endif
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp
index 1884984..8bf0518 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp
@@ -72,11 +72,26 @@ bool merging_condition(const PipelineComponentBase* merged, const PipelineCompon
 
 // filters all the stages from an input map by the stage's name
 void filter_stages(const map<int, PipelineComponentBase*> &all_stages, 
-	string stage_name, list<PipelineComponentBase*> &filtered_stages) {
+	string stage_name, list<PipelineComponentBase*> &filtered_stages, bool shuffle) {
+
+	vector<PipelineComponentBase*> temp;
 
 	for (pair<int, PipelineComponentBase*> p : all_stages)
 		if (p.second->getName().compare(stage_name) == 0)
-			filtered_stages.emplace_back(p.second);
+			temp.emplace_back(p.second);
+
+	if (shuffle) {
+		srand(945);
+		while (temp.size() > 1) {
+			int r = rand()%(temp.size()-1);
+			filtered_stages.emplace_back(temp[r]);
+			temp.erase(find(temp.begin(), temp.end(), temp[r]));
+		}
+		filtered_stages.emplace_back(temp.front());
+	} else {
+		for (PipelineComponentBase* s : temp)
+			filtered_stages.emplace_back(s);
+	}
 }
 
 list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc, PipelineComponentBase* p, 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp
index c335c88..13af9ff 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp
@@ -1,6 +1,8 @@
 #ifndef MERGING_HPP
 #define MERGING_HPP
 
+#include <vector>
+
 #include "Argument.h"
 #include "PipelineComponentBase.h"
 
@@ -21,7 +23,7 @@ bool merging_condition(const PipelineComponentBase* merged, const PipelineCompon
 
 // filters all the stages from an input map by the stage's name
 void filter_stages(const map<int, PipelineComponentBase*> &all_stages, 
-	string stage_name, list<PipelineComponentBase*> &filtered_stages);
+	string stage_name, list<PipelineComponentBase*> &filtered_stages, bool shuffle);
 
 list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc, PipelineComponentBase* p, 
 	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args);

From 20350c6008eeba05b29405f4d55f4fff2bdb266f Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 18 Oct 2016 17:19:13 -0200
Subject: [PATCH 71/87] Added a 'no coarse grain merging' option.

---
 .../PipelineManager.cpp                       | 21 +++++++++++++------
 1 file changed, 15 insertions(+), 6 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 252f72d..76255d9 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -108,7 +108,8 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 	RegionTemplate *rt);
 void generate_pre_defined_stages(FILE* parameters_values_file, map<int, ArgumentBase*> args, 
 	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*>& workflow_outputs, 
-	map<int, ArgumentBase*>& expanded_args, map<int, PipelineComponentBase*>& expanded_stages);
+	map<int, ArgumentBase*>& expanded_args, map<int, PipelineComponentBase*>& expanded_stages,
+	bool use_coarse_grain=true);
 
 // Workflow parsing helper functions
 list<string> line_buffer;
@@ -129,7 +130,9 @@ int main(int argc, char* argv[]) {
 
 	// verify arguments
 	if (argc > 1 && string(argv[1]).compare("-h") == 0) {
-		cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max bucket size> <dakota output file> <merging algorithm>" << endl;
+		cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max bucket size> <dakota output file> <merging algorithm> [s] [ncg]" << endl;
+		cout << "   s - shuffle" << endl;
+		cout << "   ncg - don't do coarse grain merging" << endl;
 		cout << "avaiable algorithms:" << endl;
 		cout << "0 - No fine grain merging algorithm" << endl;
 		cout << "1 - naive fine grain merging algorithm" << endl;
@@ -139,7 +142,7 @@ int main(int argc, char* argv[]) {
 		return 0;
 	}
 	if (argc < 4) {
-		cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max bucket size> <dakota output file> <merging algorithm>" << endl;
+		cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max bucket size> <dakota output file> <merging algorithm> [s] [ncg]" << endl;
 		return 0;
 	}
 
@@ -169,6 +172,11 @@ int main(int argc, char* argv[]) {
 			if (string(argv[i]).compare("s")==0)
 				shuffle = true;
 
+		bool use_coarse_grain=true;
+		for (int i=1; i<argc; i++)
+			if (string(argv[i]).compare("ncg")==0)
+				use_coarse_grain = false;
+
 		// workflow file
 		FILE* workflow_descriptor = fopen("seg_example.t2flow", "r");
 
@@ -272,7 +280,7 @@ int main(int argc, char* argv[]) {
 		// 	base_stages, expanded_stages, workflow_outputs);
 		FILE* parameters_values_file = fopen(dakota_file.c_str(), "r");
 		generate_pre_defined_stages(parameters_values_file, args, base_stages, workflow_outputs, 
-			expanded_args, expanded_stages);
+			expanded_args, expanded_stages, use_coarse_grain);
 
 		cout << endl<< "merged: " << endl;
 		for (pair<int, PipelineComponentBase*> p : expanded_stages) {
@@ -912,7 +920,8 @@ bool all_inps_in(const list<int>& inps, const map<int, ArgumentBase*>& args,
 
 void generate_pre_defined_stages(FILE* parameters_values_file, map<int, ArgumentBase*> args, 
 	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*>& workflow_outputs, 
-	map<int, ArgumentBase*>& expanded_args, map<int, PipelineComponentBase*>& expanded_stages) {
+	map<int, ArgumentBase*>& expanded_args, map<int, PipelineComponentBase*>& expanded_stages,
+	bool use_coarse_grain) {
 
 	cout << "[generate_pre_defined_stages]" << endl;
 
@@ -1044,7 +1053,7 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 					}
 					map<string, PipelineComponentBase*>::iterator it = arg_values_list.find(arg_values);
 					// verify if there is no other stage with the same values
-					if (it == arg_values_list.end()) {
+					if (it == arg_values_list.end() || !use_coarse_grain) {
 						// add current stage and args values to be compared later
 						arg_values_list[arg_values] = tmp;
 

From 981bc3690d0149fcc825ff884650f914c9eb8d92 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Tue, 7 Feb 2017 08:31:56 -0200
Subject: [PATCH 72/87] Added profiling cout's.

---
 .../examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp     | 7 +++++++
 .../examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp     | 3 +++
 2 files changed, 10 insertions(+)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp
index 8f16807..c35d5e0 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp
@@ -94,6 +94,13 @@ int DiffMaskComp::run() {
 		std::cout << "\tTASK diff mask: Did not find RT named tile"<< std::endl;
 	}
 
+	// delete computed_mask_name;
+	// delete reference_mask_name;
+	// delete diffPixels;
+
+	long long t = Util::ClockGetTime();
+	cout << "[PROFILER] Diff (id | time in ms): " << this->getId() << " " << t << endl;
+
 	return 0;
 }
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index d3aa513..ba2e998 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -141,6 +141,9 @@ int Segmentation::run() {
 		this->executeTask(t);
 	}
 
+	long long t = Util::ClockGetTime();
+	cout << "[PROFILER] Seg (id | time in ms): " << this->getId() << " " << t << endl;
+
 	return 0;
 }
 

From 1858dad3c0bee3fc5d630a8d64500e11473e5266 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Tue, 21 Feb 2017 00:27:26 -0300
Subject: [PATCH 73/87] Worker time profiler added to stdout.

---
 runtime/Worker.cpp | 33 ++++++++++++++++++++++++++++++++-
 runtime/Worker.h   |  2 ++
 2 files changed, 34 insertions(+), 1 deletion(-)

diff --git a/runtime/Worker.cpp b/runtime/Worker.cpp
index 6e952a5..3907dde 100644
--- a/runtime/Worker.cpp
+++ b/runtime/Worker.cpp
@@ -241,7 +241,7 @@ int Worker::getRank() const
 
 void Worker::workerProcess()
 {
-	// Init data spaces
+	// Init data spaces1
 	// Number of DataSpaces clients equals to number of workers
 	// Load Components implemented by the current application, and
 	// check if all workers were correctly initialized.
@@ -268,12 +268,16 @@ void Worker::workerProcess()
 	char flag = MessageTag::MANAGER_READY;
 	while (flag != MessageTag::MANAGER_FINISHED && flag != MessageTag::MANAGER_ERROR) {
 
+		long long t0 = Util::ClockGetTime();
+
 		// tell the manager - ready
 		this->comm_world.Send(&MessageTag::WORKER_READY, 1, MPI::CHAR, this->getManagerRank(), MessageTag::TAG_CONTROL);
 
 		// get the manager status
 		this->comm_world.Recv(&flag, 1, MPI::CHAR, this->getManagerRank(), MessageTag::TAG_CONTROL);
 
+		long long t_recv = Util::ClockGetTime();
+
 	//	std::cout << "Worker: "<< this->getRank()<<" flag: " <<(int)flag<<std::endl;
 	
 		switch(flag){
@@ -284,6 +288,7 @@ void Worker::workerProcess()
 #ifdef DEBUG
 				std::cout << "maxActive: " << this->getMaxActiveComponentInstances() << " activeComps: "<< this->getActiveComponentInstances() <<" #resTasks:"<< std::endl;
 #endif
+				long long t_isnull = Util::ClockGetTime();
 
 				if(pc != NULL){
 					// One more component instance was received and is being dispatched for execution
@@ -302,6 +307,7 @@ void Worker::workerProcess()
 					// subtasks have finished the call back is executed, destroyed and the component is destroyed
 					int ioTaskId = pc->createIOTask();
 
+					long long t_cache = Util::ClockGetTime();
 
 					CallBackComponentExecution *callBackTask = new CallBackComponentExecution(pc, this);
 					if(ioTaskId != -1){
@@ -314,15 +320,40 @@ void Worker::workerProcess()
 					// Start transaction. All tasks created within the execution engine will be associated to this one
 					this->getResourceManager()->startTransaction(callBackTask);
 
+					long long t_callback = Util::ClockGetTime();
+
 					// Execute component function that instantiates tasks within the execution engine
 					pc->run();
 
+					long long t_run = Util::ClockGetTime();
+
 					// Stop transaction: defines the end of the transaction associated to the current component
 					this->getResourceManager()->endTransaction();
 
 					// Dispatch transaction task for execution
 					this->getResourceManager()->insertTask(callBackTask);
 
+					long long t_end = Util::ClockGetTime();
+
+					std::stringstream t0_ss;
+					t0_ss << t0;
+					std::stringstream t_recv_ss;
+					t_recv_ss << t_recv;
+					std::stringstream t_isnull_ss;
+					t_isnull_ss << t_isnull;
+					std::stringstream t_cache_ss;
+					t_cache_ss << t_cache;
+					std::stringstream t_callback_ss;
+					t_callback_ss << t_callback;
+					std::stringstream t_run_ss;
+					t_run_ss << t_run;
+					std::stringstream t_end_ss;
+					t_end_ss << t_end;
+
+					std::cout << "[WORKER_PROFILER] " << t0_ss.str() << " " << t_recv_ss.str() << " " 
+						<< t_isnull_ss.str() << " " << t_cache_ss.str() << " " 
+						<< t_callback_ss.str() << " " << t_run_ss.str() << " " 
+						<< t_end_ss.str() << std::endl;
 
 				}else{
 					std::cout << "Error: Failed to load PipelineComponent!"<<std::endl;
diff --git a/runtime/Worker.h b/runtime/Worker.h
index a1e162c..c01d4c6 100644
--- a/runtime/Worker.h
+++ b/runtime/Worker.h
@@ -10,12 +10,14 @@
 
 #include <mpi.h>
 #include <string>
+#include <sstream>
 #include <dlfcn.h>
 #include <assert.h>
 #include "MessageTag.h"
 #include "PipelineComponentBase.h"
 #include "CallBackComponentExecution.h"
 #include "DataPack.h"
+#include "Util.h"
 
 #ifdef	WITH_DATA_SPACES
 extern "C" {

From 9258b867a1c0dd577a1becb8e020584e37917d88 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Tue, 21 Feb 2017 09:39:11 -0300
Subject: [PATCH 74/87] Dependency test.

---
 runtime/Manager.cpp                           | 26 +++++++++++++++++++
 runtime/Manager.h                             |  4 +++
 runtime/ResourceManager/TrackDependencies.cpp |  2 ++
 .../PipelineManager.cpp                       |  4 +++
 4 files changed, 36 insertions(+)

diff --git a/runtime/Manager.cpp b/runtime/Manager.cpp
index 02d4baa..29710be 100644
--- a/runtime/Manager.cpp
+++ b/runtime/Manager.cpp
@@ -242,11 +242,15 @@ void Manager::manager_process()
 
 			char *msg = new char[input_message_size];
 
+			long long t_0 = Util::ClockGetTime();
+
 			// Read the
 			comm_world.Recv(msg, input_message_size, MPI::CHAR, worker_id, MessageTag::TAG_CONTROL);
 			//			printf("manager received request from worker %d\n",worker_id);
 			msg_type = msg[0];
 
+			long long t_recv = Util::ClockGetTime();
+
 			switch(msg_type){
 				case MessageTag::WORKER_READY:
 				{
@@ -266,11 +270,17 @@ void Manager::manager_process()
 								}
 							}
 						}
+
+						long long t_data_aware = Util::ClockGetTime();
+
 						// if data reuse is not enabled or did not find a component to reuse data, try to get any.
 						if(compToExecute == NULL){
 							// select next component instantiation should be dispatched for execution
 							compToExecute = (PipelineComponentBase*)componentsToExecute->getTask();
 						}
+
+						long long t_get_task = Util::ClockGetTime();
+
 						// tell worker that manager is ready
 						comm_world.Send(&MessageTag::MANAGER_READY, 1, MPI::CHAR, worker_id, MessageTag::TAG_CONTROL);
 
@@ -279,6 +289,22 @@ void Manager::manager_process()
 
 						this->insertActiveComponent(compToExecute);
 
+						long long t_end = Util::ClockGetTime();
+
+						std::stringstream t_0_ss;
+						t_0_ss << t_0;
+						std::stringstream t_recv_ss;
+						t_recv_ss << t_recv;
+						std::stringstream t_data_aware_ss;
+						t_data_aware_ss << t_data_aware;
+						std::stringstream t_get_task_ss;
+						t_get_task_ss << t_get_task;
+						std::stringstream t_end_ss;
+						t_end_ss << t_end;
+
+						std::cout << "[MANAGER_PROFILER] " << t_0_ss.str() << " " << t_recv_ss.str() << " " 
+							<< t_data_aware_ss.str() << " " << t_get_task_ss.str() << " " << t_end_ss.str() << std::endl;
+
 					}else{
 						// tell worker that manager queue is empty. Nothing else to do at this moment. Should ask again.
 						comm_world.Send(&MessageTag::MANAGER_WORK_QUEUE_EMPTY, 1, MPI::CHAR, worker_id, MessageTag::TAG_CONTROL);
diff --git a/runtime/Manager.h b/runtime/Manager.h
index 6cdf723..5a3a8e1 100644
--- a/runtime/Manager.h
+++ b/runtime/Manager.h
@@ -14,10 +14,14 @@
 #include <stdlib.h>
 #include <stdint.h>
 
+#include <sstream>
+#include <string>
+
 #include "MessageTag.h"
 #include "DataPack.h"
 #include "PipelineComponentBase.h"
 #include "./regiontemplates/RTPipelineComponentBase.h"
+#include "Util.h"
 
 //class RTPipelineComponentBase;
 class PipelineComponentBase;
diff --git a/runtime/ResourceManager/TrackDependencies.cpp b/runtime/ResourceManager/TrackDependencies.cpp
index 3e9ee92..2bb2c0a 100644
--- a/runtime/ResourceManager/TrackDependencies.cpp
+++ b/runtime/ResourceManager/TrackDependencies.cpp
@@ -61,8 +61,10 @@ void TrackDependencies::checkDependencies(Task* task, TasksQueue* tq) {
 	if(task->getNumberDependencies() == task->getNumberDependenciesSolved()){
 		// It always starts empty, and tasks are added as they are dispatched for execution
 		tq->insertTask(task);
+		// std::cout << "[dependency_test] stage " << task->getId() << " is solved." << std::endl;
 	}else{
 		this->incrementCountTasksPending();
+		// std::cout << "[dependency_test] stage " << task->getId() << " is pending." << std::endl;
 	}
 
 	// Unlock dependency map
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 76255d9..fbee5a3 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -421,6 +421,10 @@ int main(int argc, char* argv[]) {
 				// workaround to make sure that the RTs, if any, won't leak on this part of the algorithm
 				s.second->setLocation(PipelineComponentBase::MANAGER_SIDE);
 
+				cout << "[dependency_test] stage " << s.second->getId() << " with " 
+					<< s.second->getNumberDependencies() << " dependencies and " 
+					<< s.second->getNumberDependenciesSolved() << " solved." << endl;
+
 				sysEnv.executeComponent(s.second);
 			}
 		}

From 30b704a721966534dd18729e9b0abc85716a4723 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Tue, 21 Feb 2017 21:02:23 -0300
Subject: [PATCH 75/87] More manager profiling.

---
 runtime/Manager.cpp                           | 50 +++++++++++++++++--
 runtime/ResourceManager/TrackDependencies.cpp |  4 +-
 .../PipelineManager.cpp                       |  6 +--
 3 files changed, 50 insertions(+), 10 deletions(-)

diff --git a/runtime/Manager.cpp b/runtime/Manager.cpp
index 29710be..d8e32cf 100644
--- a/runtime/Manager.cpp
+++ b/runtime/Manager.cpp
@@ -228,7 +228,13 @@ void Manager::manager_process()
 	std::cout << __FILE__ << ":" << __LINE__ << ". TasksToExecute="<<tasksToFinishTasks<<std::endl;
 
 	// Process all components instantiated for execution
-	while (componentsToExecute->getSize() != 0 || this->componentDependencies->getCountTasksPending() != 0 || this->getActiveComponentsSize()) {
+	while (true) {
+
+		long long t_0 = Util::ClockGetTime();
+
+		if (componentsToExecute->getSize() != 0 || this->componentDependencies->getCountTasksPending() != 0 || this->getActiveComponentsSize()){}
+		else
+			break;
 
 		if (comm_world.Iprobe(MPI_ANY_SOURCE, MessageTag::TAG_CONTROL, status)) {
 
@@ -242,7 +248,7 @@ void Manager::manager_process()
 
 			char *msg = new char[input_message_size];
 
-			long long t_0 = Util::ClockGetTime();
+			long long t_probe = Util::ClockGetTime();
 
 			// Read the
 			comm_world.Recv(msg, input_message_size, MPI::CHAR, worker_id, MessageTag::TAG_CONTROL);
@@ -293,6 +299,8 @@ void Manager::manager_process()
 
 						std::stringstream t_0_ss;
 						t_0_ss << t_0;
+						std::stringstream t_probe_ss;
+						t_probe_ss << t_probe;
 						std::stringstream t_recv_ss;
 						t_recv_ss << t_recv;
 						std::stringstream t_data_aware_ss;
@@ -302,8 +310,8 @@ void Manager::manager_process()
 						std::stringstream t_end_ss;
 						t_end_ss << t_end;
 
-						std::cout << "[MANAGER_PROFILER] " << t_0_ss.str() << " " << t_recv_ss.str() << " " 
-							<< t_data_aware_ss.str() << " " << t_get_task_ss.str() << " " << t_end_ss.str() << std::endl;
+						// std::cout << "[MANAGER_PROFILER] " << t_0_ss.str() << " " <<  t_probe_ss.str() << " " << t_recv_ss.str() << " " 
+						// 	<< t_data_aware_ss.str() << " " << t_get_task_ss.str() << " " << t_end_ss.str() << std::endl;
 
 					}else{
 						// tell worker that manager queue is empty. Nothing else to do at this moment. Should ask again.
@@ -312,7 +320,10 @@ void Manager::manager_process()
 					break;
 				}
 				case MessageTag::WORKER_TASKS_COMPLETED:
-				{
+				{	
+
+					long long t_switch = Util::ClockGetTime();
+
 					std::vector<RTPipelineComponentBase*> components;
 
 					// Pointer to the message area where the information about the tasks is stored
@@ -343,6 +354,8 @@ void Manager::manager_process()
 #endif
 					extracted_size_bytes += sizeof(int);
 
+					long long t_extract = Util::ClockGetTime();
+
 					//int extracted_size_bytes = sizeof(char) + sizeof(int) + number_components_completed * sizeof(int) + sizeof(int);
 
 //#ifdef WITH_RT
@@ -365,6 +378,8 @@ void Manager::manager_process()
 						components.push_back(rtComp);
 					}
 
+					long long t_rt = Util::ClockGetTime();
+
 					// Do the magic and update the region templates
 					// for each component received
 					for(int i = 0; i < components.size(); i++){
@@ -384,6 +399,8 @@ void Manager::manager_process()
 						delete rtComp;
 					}
 					// END RT components only code section
+
+					long long t_delete = Util::ClockGetTime();
 //#endif
 
 					extracted_size_bytes = sizeof(char) + sizeof(int);
@@ -454,6 +471,29 @@ void Manager::manager_process()
 						}
 					}
 
+					long long t_end = Util::ClockGetTime();
+
+					std::stringstream t_0_ss;
+					t_0_ss << t_0;
+					std::stringstream t_probe_ss;
+					t_probe_ss << t_probe;
+					std::stringstream t_recv_ss;
+					t_recv_ss << t_recv;
+					std::stringstream t_switch_ss;
+					t_switch_ss << t_switch;
+					std::stringstream t_extract_ss;
+					t_extract_ss << t_extract;
+					std::stringstream t_rt_ss;
+					t_rt_ss << t_rt;
+					std::stringstream t_delete_ss;
+					t_delete_ss <<	t_delete;
+					std::stringstream t_end_ss;
+					t_end_ss << t_end;
+
+					std::cout << "[MANAGER_PROFILER] " << t_0_ss.str() << " " <<  t_probe_ss.str() << " " << t_recv_ss.str() << " " 
+						<< t_switch_ss.str() << " " << t_extract_ss.str() << " " << t_rt_ss.str() << " " << t_delete_ss.str() << " " 
+						<< t_end_ss.str() << std::endl;
+
 					break;
 				}
 				default:
diff --git a/runtime/ResourceManager/TrackDependencies.cpp b/runtime/ResourceManager/TrackDependencies.cpp
index 2bb2c0a..ecaa7a6 100644
--- a/runtime/ResourceManager/TrackDependencies.cpp
+++ b/runtime/ResourceManager/TrackDependencies.cpp
@@ -61,10 +61,10 @@ void TrackDependencies::checkDependencies(Task* task, TasksQueue* tq) {
 	if(task->getNumberDependencies() == task->getNumberDependenciesSolved()){
 		// It always starts empty, and tasks are added as they are dispatched for execution
 		tq->insertTask(task);
-		// std::cout << "[dependency_test] stage " << task->getId() << " is solved." << std::endl;
+		std::cout << "[dependency_test] stage " << task->getId() << " is solved." << std::endl;
 	}else{
 		this->incrementCountTasksPending();
-		// std::cout << "[dependency_test] stage " << task->getId() << " is pending." << std::endl;
+		std::cout << "[dependency_test] stage " << task->getId() << " is pending." << std::endl;
 	}
 
 	// Unlock dependency map
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index fbee5a3..7d85c00 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -421,9 +421,9 @@ int main(int argc, char* argv[]) {
 				// workaround to make sure that the RTs, if any, won't leak on this part of the algorithm
 				s.second->setLocation(PipelineComponentBase::MANAGER_SIDE);
 
-				cout << "[dependency_test] stage " << s.second->getId() << " with " 
-					<< s.second->getNumberDependencies() << " dependencies and " 
-					<< s.second->getNumberDependenciesSolved() << " solved." << endl;
+				// cout << "[dependency_test] stage " << s.second->getId() << " with " 
+				// 	<< s.second->getNumberDependencies() << " dependencies and " 
+				// 	<< s.second->getNumberDependenciesSolved() << " solved." << endl;
 
 				sysEnv.executeComponent(s.second);
 			}

From 257d676b4b0fd4d3d5acdb1e6defb5090de989d2 Mon Sep 17 00:00:00 2001
From: Willian Junior <guns945@gmail.com>
Date: Fri, 7 Apr 2017 15:31:10 -0300
Subject: [PATCH 76/87] Removed unused cout's and started workflow-clustered
 stages generation algorithm, against the stage-clustered generation model.

---
 .../PipelineManager.cpp                       |  38 ++++---
 .../examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp |  12 +-
 .../graph/reuse_tree.cpp                      | 104 +++++++++---------
 3 files changed, 83 insertions(+), 71 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 7d85c00..9cc27b7 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -433,7 +433,7 @@ int main(int argc, char* argv[]) {
 		cout << endl << "startupExecution" << endl;
 		gettimeofday(&start, NULL);
 
-		sysEnv.startupExecution();
+		// sysEnv.startupExecution();
 
 		gettimeofday(&end, NULL);
 
@@ -1012,19 +1012,31 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 	}
 
 	// show all generated args
-	for (pair<string, list<ArgumentBase*>> p : input_arguments) {
-		cout << "Argument " << p.first << " with values:" << endl;
+	// for (pair<string, list<ArgumentBase*>> p : input_arguments) {
+	// 	cout << "Argument " << p.first << " with values:" << endl;
+	// 	for (ArgumentBase* a : p.second) {
+	// 		cout << "\t" << a->getId() << ": " << a->toString() << endl;
+	// 	}
+	// }
+
+	for (pair<int, list<ArgumentBase*>> p : stages_arguments) {
+		cout << "Argument set " << p.first << " with parameters:" << endl;
 		for (ArgumentBase* a : p.second) {
-			cout << "\t" << a->getId() << ": " << a->toString() << endl;
+			cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
 		}
 	}
 
-	// for (list<ArgumentBase*> s : stages_arguments) {
-	// 	cout << "got stage:" << endl;
-	// 	for (ArgumentBase* a : s) {
-	// 		cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
-	// 	}
-	// }
+	// iterate through each parameter set, creating a workflow for each set
+	for (pair<int, list<ArgumentBase*>> p : stages_arguments) {
+		// iterate through all stages of the workflow model, generating the stages
+		for (pair<int, PipelineComponentBase*> p : base_stages) {
+			
+		}
+
+
+		for (ArgumentBase* a : p.second) {
+		}
+	}
 
 	// keep expanding stages until there is no stage left
 	while (base_stages.size() != 0) {
@@ -1125,11 +1137,11 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 		workflow_outputs_cpy.erase(old_arg->getId());
 
 		// add a copy of the old arg with the correct id to the final map for each repeated output
-		cout << "checking output " << old_arg->getId() << ":" << old_arg->getName() << endl;
+		// cout << "checking output " << old_arg->getId() << ":" << old_arg->getName() << endl;
 		for (ArgumentBase* a : args_values) {
-			cout << "comparing with output " << a->getId() << ":" << a->getName() << endl;
+			// cout << "comparing with output " << a->getId() << ":" << a->getName() << endl;
 			if (a->getName().compare(old_arg->getName()) == 0) {
-				cout << "output found" << endl;
+				// cout << "output found" << endl;
 				ArgumentBase* temp = old_arg->clone();
 				temp->setParent(old_arg->getParent());
 				temp->setId(a->getId());
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
index 4a323ce..1eedc97 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
@@ -37,7 +37,7 @@ void add_arguments_to_stages(std::map<int, PipelineComponentBase*> &merged_stage
 			new_arg->setParent(merged_arguments[arg_id]->getParent());
 			stage.second->addArgument(new_arg);
 			if (new_arg->getType() == ArgumentBase::RT) {
-				std::cout << "input RT : " << merged_arguments[arg_id]->getName() << std::endl;
+				// std::cout << "input RT : " << merged_arguments[arg_id]->getName() << std::endl;
 				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
 				if (((RTPipelineComponentBase*)stage.second)->
 						getRegionTemplateInstance(rt->getName()) == NULL) {
@@ -49,12 +49,12 @@ void add_arguments_to_stages(std::map<int, PipelineComponentBase*> &merged_stage
 			if (merged_arguments[arg_id]->getParent() != 0) {
 				// verify if the dependency stage was reused
 				int parent = merged_arguments[arg_id]->getParent();
-				std::cout << "[before]Dependency: " << stage.second->getId() << ":" << stage.second->getName()
-					<< " ->addDependency( " << parent << " )" << std::endl;
+				// std::cout << "[before]Dependency: " << stage.second->getId() << ":" << stage.second->getName()
+				// 	<< " ->addDependency( " << parent << " )" << std::endl;
 				if (merged_stages[merged_arguments[arg_id]->getParent()]->reused != NULL)
 					parent = merged_stages[merged_arguments[arg_id]->getParent()]->reused->getId();
-				std::cout << "Dependency: " << stage.second->getId() << ":" << stage.second->getName()
-					<< " ->addDependency( " << parent << " )" << std::endl;
+				// std::cout << "Dependency: " << stage.second->getId() << ":" << stage.second->getName()
+				// 	<< " ->addDependency( " << parent << " )" << std::endl;
 				((RTPipelineComponentBase*)stage.second)->addDependency(parent);
 			}
 		}
@@ -66,7 +66,7 @@ void add_arguments_to_stages(std::map<int, PipelineComponentBase*> &merged_stage
 			new_arg->setIo(ArgumentBase::output);
 			stage.second->addArgument(new_arg);
 			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
-				std::cout << "output RT : " << merged_arguments[arg_id]->getName() << std::endl;
+				// std::cout << "output RT : " << merged_arguments[arg_id]->getName() << std::endl;
 				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
 				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
 					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
index 29dea9f..e41bf13 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
@@ -138,8 +138,8 @@ void cluster_merging(reuse_tree_t& reuse_tree,
 	list<list<PipelineComponentBase*>>& new_buckets,
 	int max_bucket_size) {
 
-	std::cout << "starting merging with " << leafs_parent_list.size() 
-		<< " parents" << std::endl;
+	// std::cout << "starting merging with " << leafs_parent_list.size() 
+	// 	<< " parents" << std::endl;
 	// cluster the parents nodes of leafs_parent_list by their parents
 	multimap<reuse_node_t*, reuse_node_t*> parents_clusters;
 	set<reuse_node_t*> parents_clusters_keys;
@@ -152,8 +152,8 @@ void cluster_merging(reuse_tree_t& reuse_tree,
 	for (set<reuse_node_t*>::iterator p=parents_clusters_keys.begin(); 
 		p!=parents_clusters_keys.end(); p++) {
 
-		std::cout << "\titerating on cluster of parent node " 
-			<< (*p)->stage_ref->getId() << std::endl;
+		// std::cout << "\titerating on cluster of parent node " 
+		// 	<< (*p)->stage_ref->getId() << std::endl;
 
 		multimap<reuse_node_t*, reuse_node_t*>::iterator c_it = 
 			parents_clusters.lower_bound(*p);
@@ -172,8 +172,8 @@ void cluster_merging(reuse_tree_t& reuse_tree,
 		for (set<int>::reverse_iterator c_count=parents_by_children_count_ids.rbegin();
 			c_count!=parents_by_children_count_ids.rend(); c_count++) {
 
-			std::cout << "\t\ttrying to merge the parents of c_count " << 
-				*c_count << std::endl;
+			// std::cout << "\t\ttrying to merge the parents of c_count " << 
+			// 	*c_count << std::endl;
 
 			multimap<int, reuse_node_t*>::iterator n_it = 
 				parents_by_children_count.lower_bound(*c_count);
@@ -189,9 +189,9 @@ void cluster_merging(reuse_tree_t& reuse_tree,
 				stack<reuse_node_t*> bucket_stack;
 				bucket_stack.push(n_it->second);
 
-				std::cout << "\t\t\tstarting a stack with parent " << 
-					n_it->second->stage_ref->getId() << " and b_size " 
-					<< current_bucket_size << std::endl;
+				// std::cout << "\t\t\tstarting a stack with parent " << 
+				// 	n_it->second->stage_ref->getId() << " and b_size " 
+				// 	<< current_bucket_size << std::endl;
 
 				// starts the merge attempts with the nodes on the current cluster
 				multimap<int, reuse_node_t*>::iterator n_it2 = next(n_it, 1);
@@ -199,9 +199,9 @@ void cluster_merging(reuse_tree_t& reuse_tree,
 					if (current_bucket_size + n_it->first <= max_bucket_size) {
 						bucket_stack.push(n_it2->second);
 						current_bucket_size += n_it2->first;
-						std::cout << "\t\t\t\tfrom the same " << n_it2->first 
-							<< " c_count, added " << n_it2->second->stage_ref->getId() 
-							<< " to the stack" << std::endl;
+						// std::cout << "\t\t\t\tfrom the same " << n_it2->first 
+						// 	<< " c_count, added " << n_it2->second->stage_ref->getId() 
+						// 	<< " to the stack" << std::endl;
 					} else
 						break;
 				}
@@ -217,8 +217,8 @@ void cluster_merging(reuse_tree_t& reuse_tree,
 				while (current_bucket_size != max_bucket_size 
 					&& current_bucket_size != 0) {
 
-					std::cout << "\t\t\t\tsearching other c_counts with b_size " 
-						<< current_bucket_size << std::endl;
+					// std::cout << "\t\t\t\tsearching other c_counts with b_size " 
+					// 	<< current_bucket_size << std::endl;
 
 					// starts the search on the current c_count2
 					for (; c_count2!=parents_by_children_count_ids.rend(); c_count2++) {
@@ -226,18 +226,18 @@ void cluster_merging(reuse_tree_t& reuse_tree,
 						multimap<int, reuse_node_t*>::iterator n_end2 = 
 							parents_by_children_count.upper_bound(*c_count2);
 						
-						std::cout << "\t\t\t\t\tsearching c_count " 
-							<< *c_count2 << std::endl;
+						// std::cout << "\t\t\t\t\tsearching c_count " 
+						// 	<< *c_count2 << std::endl;
 
 						// goes through current c_count2 cluster
 						for (; n_it2!=n_end2; n_it2++) {
 							if (current_bucket_size + n_it2->first <= max_bucket_size) {
 								bucket_stack.push(n_it2->second);
 								current_bucket_size += n_it2->first;
-								std::cout << "\t\t\t\t\t\tadded " 
-									<< n_it2->second->stage_ref->getId() 
-									<< " to the stack with size "
-									<< n_it2->first << std::endl;
+								// std::cout << "\t\t\t\t\t\tadded " 
+								// 	<< n_it2->second->stage_ref->getId() 
+								// 	<< " to the stack with size "
+								// 	<< n_it2->first << std::endl;
 							} else
 								break;
 						}
@@ -245,23 +245,23 @@ void cluster_merging(reuse_tree_t& reuse_tree,
 
 					// if it isn't a perfect sized bucket then pop the last added parent
 					if (current_bucket_size != max_bucket_size) {
-						std::cout << "\t\t\t\tbad bucket size: " 
-							<< current_bucket_size << std::endl;
+						// std::cout << "\t\t\t\tbad bucket size: " 
+						// 	<< current_bucket_size << std::endl;
 						c_count2 = find(parents_by_children_count_ids.rbegin(), 
 							parents_by_children_count_ids.rend(),
 							bucket_stack.top()->children.size());
 						current_bucket_size -= *c_count2;
 						c_count2 = next(c_count2, 1);
 						bucket_stack.pop();
-						std::cout << "\t\t\t\tremoving " << *c_count2 
-							<< " from the stack" << std::endl;
+						// std::cout << "\t\t\t\tremoving " << *c_count2 
+						// 	<< " from the stack" << std::endl;
 					}
 				}
 
 				// checks if a viable bucket was found
 				if (current_bucket_size == max_bucket_size) {
 
-					std::cout << "\t\t\tnew solution found:" << std::endl;
+					// std::cout << "\t\t\tnew solution found:" << std::endl;
 
 					// adds the new bucket to the solution
 					list<PipelineComponentBase*> new_bucket;
@@ -272,7 +272,7 @@ void cluster_merging(reuse_tree_t& reuse_tree,
 						for (list<reuse_node_t*>::iterator nn=n->children.begin();
 							nn!=n->children.end(); ) {
 
-							std::cout << "\t\t\t\t" << (*nn)->stage_ref->getId() << std::endl;
+							// std::cout << "\t\t\t\t" << (*nn)->stage_ref->getId() << std::endl;
 							new_bucket.emplace_back((*nn)->stage_ref);
 							nn = n->children.erase(nn);
 						}
@@ -292,8 +292,8 @@ void cluster_merging(reuse_tree_t& reuse_tree,
 			}
 		}
 
-		std::cout << "\tcluster of parent node " << (*p)->stage_ref->getId() 
-			<< " don't have any more reuse oportunities" << std::endl;
+		// std::cout << "\tcluster of parent node " << (*p)->stage_ref->getId() 
+		// 	<< " don't have any more reuse oportunities" << std::endl;
 		
 		// If this point was reached it means that the current cluster don't have any more 
 		// reuse oportunities to be taken, so we remove the cluster's parents from the
@@ -338,11 +338,11 @@ list<list<PipelineComponentBase*>> prune_leaf_level(reuse_tree_t& reuse_tree,
 			while ((*n)->children.size() >= max_bucket_size) {
 				list<PipelineComponentBase*> new_bucket;
 				int count = 0;
-				std::cout << "[prune_leaf_level] starting bucket of "
-					<< (*n)->stage_ref->getId() << " with size 0" << std::endl;
+				// std::cout << "[prune_leaf_level] starting bucket of "
+				// 	<< (*n)->stage_ref->getId() << " with size 0" << std::endl;
 				while (count < max_bucket_size) {
-					std::cout << "[prune_leaf_level]\tadding "
-						<< (*c)->stage_ref->getId() << " to the bucket" << std::endl;
+					// std::cout << "[prune_leaf_level]\tadding "
+					// 	<< (*c)->stage_ref->getId() << " to the bucket" << std::endl;
 					new_bucket.emplace_back((*c)->stage_ref);
 					c = (*n)->children.erase(c);
 					count++;
@@ -406,22 +406,22 @@ list<list<PipelineComponentBase*>> reuse_tree_merging(
 
 	// keep prunning and rising the tree until the root height
 	while (reuse_tree.height > 2) {
-		std::cout << "before:" << std::endl;
-		print_reuse_tree(reuse_tree);
+		// std::cout << "before:" << std::endl;
+		// print_reuse_tree(reuse_tree);
 		// perform current height merging iteration
 		list<reuse_node_t*> leafs_parent_list = generate_leafs_parent_list(reuse_tree);
 		// print_leafs_parent_list(leafs_parent_list);
 		list<list<PipelineComponentBase*>> new_buckets = prune_leaf_level(
 			reuse_tree, leafs_parent_list, max_bucket_size, double_prunning);
-		std::cout << "after:" << std::endl;
-		print_reuse_tree(reuse_tree);
+		// std::cout << "after:" << std::endl;
+		// print_reuse_tree(reuse_tree);
 		move_reuse_tree_up(reuse_tree, leafs_parent_list);
 
 		// add new_buckets to final solution
 		solution.insert(solution.begin(), new_buckets.begin(), new_buckets.end());
 	}
 
-	print_reuse_tree(reuse_tree);
+	// print_reuse_tree(reuse_tree);
 
 	// add the remaining unmerged stages to the final solution as single stage buckets
 	if (reuse_tree.parents.size() > 0) {
@@ -435,10 +435,10 @@ list<list<PipelineComponentBase*>> reuse_tree_merging(
 				while (n->children.size() >= max_bucket_size) {
 					list<PipelineComponentBase*> new_bucket;
 					int count = 0;
-					std::cout << "starting empty bucket:" << std::endl;
+					// std::cout << "starting empty bucket:" << std::endl;
 					while (count < max_bucket_size) {
-						std::cout << "adding to bucket " 
-							<< (*nn)->stage_ref->getId() << std::endl;
+						// std::cout << "adding to bucket " 
+						// 	<< (*nn)->stage_ref->getId() << std::endl;
 						new_bucket.emplace_back((*nn)->stage_ref);
 						nn = n->children.erase(nn);
 						count++;
@@ -450,26 +450,26 @@ list<list<PipelineComponentBase*>> reuse_tree_merging(
 			// create a final bucket with all remaining stages, if there are any
 			if (n->children.size() > 0) {
 				list<PipelineComponentBase*> final_stage;
-				std::cout << "starting final empty bucket:" << std::endl;
+				// std::cout << "starting final empty bucket:" << std::endl;
 				for (reuse_node_t* nn : n->children) {
 					final_stage.emplace_back(nn->stage_ref);
-					std::cout << "adding to bucket " 
-							<< nn->stage_ref->getId() << std::endl;
+					// std::cout << "adding to bucket " 
+					// 		<< nn->stage_ref->getId() << std::endl;
 				}
 				solution.emplace_back(final_stage);
 			}
 		}
 	}
 
-	std::cout << "FINAL SOLUTION" << std::endl;
-	for (list<PipelineComponentBase*> b : solution) {
-		for (PipelineComponentBase* s : b) {
-			std::cout << "\t" << s->getId() << std::endl;
-		}
-		std::cout << "bucket of size " << b.size() << " with cost " 
-			<< calc_stage_proc(b, args, ref) << std::endl;
-	}
-	std::cout << std::endl << std::endl << std::endl;
+	// std::cout << "FINAL SOLUTION" << std::endl;
+	// for (list<PipelineComponentBase*> b : solution) {
+	// 	for (PipelineComponentBase* s : b) {
+	// 		std::cout << "\t" << s->getId() << std::endl;
+	// 	}
+	// 	std::cout << "bucket of size " << b.size() << " with cost " 
+	// 		<< calc_stage_proc(b, args, ref) << std::endl;
+	// }
+	// std::cout << std::endl << std::endl << std::endl;
 
 	return solution;
 }
\ No newline at end of file

From 9162d656d9b3db72f4d5749a1576ac57b31f5e62 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Mon, 10 Apr 2017 19:32:32 -0300
Subject: [PATCH 77/87] Solved the '1 RT per pipeline' problem. Found out that
 the dependencies between stages aren't being enforced. Reproductible by
 profiling WORKER_PROFILER with clustered stage generation.

---
 .../RTPipelineComponentBase.cpp               |  20 ++
 .../PipelineManager.cpp                       | 277 +++++++++++++-----
 .../examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp |  38 ++-
 .../examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp |   2 +-
 .../PipelineRTFS-NS-Diff-FGO/merging.cpp      |   4 +-
 .../PipelineRTFS-NS-Diff-FGO/merging.hpp      |   2 +-
 6 files changed, 255 insertions(+), 88 deletions(-)

diff --git a/runtime/regiontemplates/RTPipelineComponentBase.cpp b/runtime/regiontemplates/RTPipelineComponentBase.cpp
index fafbe33..08118bd 100644
--- a/runtime/regiontemplates/RTPipelineComponentBase.cpp
+++ b/runtime/regiontemplates/RTPipelineComponentBase.cpp
@@ -7,6 +7,8 @@
 
 #include "RTPipelineComponentBase.h"
 
+#include <iostream>
+
 void RTPipelineComponentBase::getRT() {
 	for (std::map<std::string, RegionTemplate*>::iterator i = regionTemplates.begin(); i!=regionTemplates.end();i++) {
 		i->second->printRT();
@@ -313,6 +315,9 @@ RegionTemplate* RTPipelineComponentBase::getRegionTemplateInstance(int index) {
 }
 
 void RTPipelineComponentBase::updateRegionTemplateInfo(RegionTemplate* rt) {
+	
+	long long t_0 = Util::ClockGetTime();
+
 	// there are two cases:
 	// 1) the data regions exist or not
 	RegionTemplate* curRt = this->getRegionTemplateInstance(rt->getName());
@@ -321,6 +326,8 @@ void RTPipelineComponentBase::updateRegionTemplateInfo(RegionTemplate* rt) {
 	if(curRt != NULL) curRt->print();
 #endif
 
+	long long t_get_inst = Util::ClockGetTime();
+
 	if(curRt != NULL){
 #ifdef DEBUG
 		std::cout << "NUMDR: " << rt->getNumDataRegions() << std::endl;
@@ -366,6 +373,19 @@ void RTPipelineComponentBase::updateRegionTemplateInfo(RegionTemplate* rt) {
 	std::cout << "#########" << std::endl;
 #endif
 
+	long long t_end = Util::ClockGetTime();
+	long long n_data_regs = rt->getNumDataRegions();
+
+	std::stringstream t_0_ss;
+	t_0_ss << t_0;
+	std::stringstream t_get_inst_ss;
+	t_get_inst_ss << t_get_inst;
+	std::stringstream t_end_ss;
+	t_end_ss << t_end;
+
+	std::cout << "[RTPCB_PROFILER] " << t_0_ss.str() << " " << t_get_inst << " "  << t_end_ss.str() << " " 
+		<< n_data_regs << std::endl;
+
 }
 
 // every time you change location, make sure region templates are updated
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 9cc27b7..45aca1b 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -102,14 +102,20 @@ void connect_stages_from_file(FILE* workflow_descriptor, map<int, PipelineCompon
 void expand_stages(const map<int, ArgumentBase*> &args, map<int, list<ArgumentBase*>> args_values, 
 	map<int, ArgumentBase*> &expanded_args,map<int, PipelineComponentBase*> stages,
 	map<int, PipelineComponentBase*> &expanded_stages, map<int, ArgumentBase*> &workflow_outputs);
+
+
+// TODO: place these two on a cgm namespace. currently on fgm.cpp
 void generate_drs(RegionTemplate* rt, const map<int, ArgumentBase*> &expanded_args);
+void generate_drs(RegionTemplate* rt, PipelineComponentBase* stage,
+	const std::map<int, ArgumentBase*> &expanded_args);
 void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, 
-	map<int, ArgumentBase*> &merged_arguments,
-	RegionTemplate *rt);
+	map<int, ArgumentBase*> &merged_arguments, string name="tile");
+
+
 void generate_pre_defined_stages(FILE* parameters_values_file, map<int, ArgumentBase*> args, 
 	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*>& workflow_outputs, 
 	map<int, ArgumentBase*>& expanded_args, map<int, PipelineComponentBase*>& expanded_stages,
-	bool use_coarse_grain=true);
+	bool use_coarse_grain=true, bool clustered_generation=true);
 
 // Workflow parsing helper functions
 list<string> line_buffer;
@@ -159,10 +165,6 @@ int main(int argc, char* argv[]) {
 	SysEnv sysEnv;
 
 	if (mpi_rank == mpi_size-1) {
-		// region template used by all stages
-		RegionTemplate *rt = new RegionTemplate();
-		rt->setName("tile");
-
 		// get arguments
 		int max_bucket_size = atoi(argv[1]);
 		string dakota_file = argv[2];
@@ -301,7 +303,7 @@ int main(int argc, char* argv[]) {
 
 		// add arguments to each stage
 		cout << endl << "add_arguments_to_stages" << endl;
-		add_arguments_to_stages(expanded_stages, expanded_args, rt);
+		add_arguments_to_stages(expanded_stages, expanded_args);
 
 		map<int, PipelineComponentBase*> merged_stages;
 
@@ -310,7 +312,7 @@ int main(int argc, char* argv[]) {
 		gettimeofday(&start, NULL);
 
 		fgm::merge_stages_fine_grain(merging_algorithm, expanded_stages, base_stages, merged_stages, 
-			rt, expanded_args, max_bucket_size, shuffle, dakota_file);
+			expanded_args, max_bucket_size, shuffle, dakota_file);
 
 		gettimeofday(&end, NULL);
 
@@ -319,16 +321,16 @@ int main(int argc, char* argv[]) {
 		merge_time_f << merge_time << "\t";
 		merge_time_f.close();
 
-		cout << endl<< "merged-fine before deps resolution: " << endl;
-		for (pair<int, PipelineComponentBase*> p : merged_stages) {
-			string s = p.second->reused!=NULL?" - reused":"";
-			cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-			cout << "\ttasks: " << endl;
-			for (ReusableTask* t : p.second->tasks) {
-				cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-				cout << "\t\t\tparent_task: " << t->parentTask << endl;
-			}
-		}
+		// cout << endl<< "merged-fine before deps resolution: " << endl;
+		// for (pair<int, PipelineComponentBase*> p : merged_stages) {
+		// 	string s = p.second->reused!=NULL?" - reused":"";
+		// 	cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
+		// 	cout << "\ttasks: " << endl;
+		// 	for (ReusableTask* t : p.second->tasks) {
+		// 		cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
+		// 		cout << "\t\t\tparent_task: " << t->parentTask << endl;
+		// 	}
+		// }
 
 		// resolve dependencies of reused stages
 		for (pair<int, PipelineComponentBase*> p : merged_stages) {
@@ -389,8 +391,6 @@ int main(int argc, char* argv[]) {
 		//------------------------------------------------------------
 
 		string inputFolderPath = "~/Desktop/images15";
-		cout << endl << "generate_drs" << endl;
-		generate_drs(rt, expanded_args);
 
 		for (int i=0; i<mpi_size-1; i++)
 			MPI_Send(&mpi_val, 1, MPI_INT, i, 99, MPI_COMM_WORLD);
@@ -399,9 +399,15 @@ int main(int argc, char* argv[]) {
 		sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
 
 		// add all stages to manager
-		cout << endl << "executeComponent" << endl;
+		// cout << endl << "executeComponent" << endl;
 		for (pair<int, PipelineComponentBase*> s : merged_stages) {
 			if (s.second->reused == NULL) {
+
+				// generate the data regions for each stage
+				cout << endl << "generate_drs" << endl;
+				generate_drs(((RTPipelineComponentBase*)s.second)->
+					getRegionTemplateInstance("tile"), s.second, expanded_args);
+
 				cout << "sent component " << s.second->getId() << ":" 
 					<< s.second->getName() << " sized " << s.second->size() << " to execute with args:" << endl;
 				cout << "\tall args: " << endl;
@@ -433,7 +439,7 @@ int main(int argc, char* argv[]) {
 		cout << endl << "startupExecution" << endl;
 		gettimeofday(&start, NULL);
 
-		// sysEnv.startupExecution();
+		sysEnv.startupExecution();
 
 		gettimeofday(&end, NULL);
 
@@ -922,10 +928,19 @@ bool all_inps_in(const list<int>& inps, const map<int, ArgumentBase*>& args,
 	return true;
 }
 
+bool all_inps_in(list<int> inps, map<int, list<ArgumentBase*>> ref) {
+	for (int i : inps) {
+		if (ref.find(i) == ref.end())
+			return false;
+	}
+	return true;
+}
+
+
 void generate_pre_defined_stages(FILE* parameters_values_file, map<int, ArgumentBase*> args, 
 	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*>& workflow_outputs, 
 	map<int, ArgumentBase*>& expanded_args, map<int, PipelineComponentBase*>& expanded_stages,
-	bool use_coarse_grain) {
+	bool use_coarse_grain, bool clustered_generation) {
 
 	cout << "[generate_pre_defined_stages]" << endl;
 
@@ -1019,68 +1034,69 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 	// 	}
 	// }
 
-	for (pair<int, list<ArgumentBase*>> p : stages_arguments) {
-		cout << "Argument set " << p.first << " with parameters:" << endl;
-		for (ArgumentBase* a : p.second) {
-			cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
-		}
-	}
+	// for (pair<int, list<ArgumentBase*>> p : stages_arguments) {
+	// 	cout << "Argument set " << p.first << " with parameters:" << endl;
+	// 	for (ArgumentBase* a : p.second) {
+	// 		cout << "\t" << a->getId() << ":" << a->getName() << " = " << a->toString() << endl;
+	// 	}
+	// }
 
-	// iterate through each parameter set, creating a workflow for each set
-	for (pair<int, list<ArgumentBase*>> p : stages_arguments) {
-		// iterate through all stages of the workflow model, generating the stages
-		for (pair<int, PipelineComponentBase*> p : base_stages) {
-			
+
+	if (clustered_generation) {
+		// convert base_stages to a list for the necessity of the emplace_back operation
+		list<PipelineComponentBase*> base_stages_l;
+		// also create an empty list of arguments of each stage in order to perform coarse-grain merging
+		map<int, map<string, PipelineComponentBase*>> arg_values_list;
+		for (pair<int, PipelineComponentBase*>&& p : base_stages) {
+			base_stages_l.emplace_back(p.second);
+			arg_values_list[p.second->getId()].size();
 		}
 
+		// iterate through each parameter set, creating a workflow for each set
+		for (pair<int, list<ArgumentBase*>>&& par_set : stages_arguments) {
+			// iterate through all stages of the workflow model, generating the stages
+			for (list<PipelineComponentBase*>::iterator p = base_stages_l.begin();
+					p != base_stages_l.end();) {
 
-		for (ArgumentBase* a : p.second) {
-		}
-	}
+				// attempt to find a stage witch has all inputs expanded either on the workflow inputs or interstage ones
+				// cout << "checking stage " << (*p)->getName() << " with a parameter_set of size " << par_set.second.size() << endl;
+				if (all_inps_in((*p)->getInputs(), args, input_arguments, args_values)) {
+					// cout << "stage " << (*p)->getName() << " has all inputs" << endl;
 
-	// keep expanding stages until there is no stage left
-	while (base_stages.size() != 0) {
-		// cout << "base_stages size: " << base_stages.size() << endl;
-		for (pair<int, PipelineComponentBase*> p : base_stages) {
-			// attempt to find a stage witch has all inputs expanded either on the workflow inputs or interstage ones
-			cout << "checking stage " << p.second->getName() << endl;
-			if (all_inps_in(p.second->getInputs(), args, input_arguments, args_values)) {
-				cout << "stage " << p.second->getName() << " has all inputs" << endl;
-
-				// A list of concatenated arg values, used as a quick way to verify if a stage with
-				// the same args was already created.
-				map<string, PipelineComponentBase*> arg_values_list;
-
-				// expands all input values of stage p
-				for (pair<int, list<ArgumentBase*>> as : stages_arguments) {
-					PipelineComponentBase* tmp = p.second->clone();
+					// A list of concatenated arg values, used as a quick way to verify if a stage with
+					// the same args was already created.
+					// map<string, PipelineComponentBase*> arg_values_list;
+
+					PipelineComponentBase* tmp = (*p)->clone();
 					string arg_values = "";
-					// add all arguments from stages_arguments that belong to stage p.second
-					for (int inp_id : p.second->getInputs()) {
-						// cout << "checking input " << args[inp_id]->getName() << " of " << p.second->getName() << endl;
-						for (ArgumentBase* a : as.second) {
+					// add all arguments from stages_arguments that belong to stage (*p)
+					for (int inp_id : (*p)->getInputs()) {
+						// cout << "checking input " << args[inp_id]->getName() << " of " << (*p)->getName() << endl;
+						for (ArgumentBase* a : par_set.second) {
+							// cout << "checking arg " << a->getName() << ":" << a->getId() << endl;
 							if (args.at(inp_id)->getName().compare(a->getName())==0) {
 								arg_values += to_string(a->getId());
 								tmp->addInput(a->getId());
-								// tmp->addArgument(a->clone());
+								// cout << "added arg " << a->getName() << ":" << a->getId() << " = " << a->toString() << endl;
 								break;
 							}
 						}
 					}
-					map<string, PipelineComponentBase*>::iterator it = arg_values_list.find(arg_values);
+					// cout << "[arg_values] " << arg_values << endl;
+
+					map<string, PipelineComponentBase*>::iterator it = arg_values_list[tmp->getId()].find(arg_values);
 					// verify if there is no other stage with the same values
-					if (it == arg_values_list.end() || !use_coarse_grain) {
+					if (it == arg_values_list[tmp->getId()].end() || !use_coarse_grain) {
 						// add current stage and args values to be compared later
-						arg_values_list[arg_values] = tmp;
+						arg_values_list[tmp->getId()][arg_values] = tmp;
 
 						// finishes to generate the stage
-						int id = new_uid();
-						tmp->setId(id);
-						tmp->setName(p.second->getName());
+						tmp->setId(new_uid());
+						tmp->setName((*p)->getName());
 						tmp->setLocation(PipelineComponentBase::WORKER_SIDE);
 
 						// generate outputs
-						for (int out_id : p.second->getOutputs()) {
+						for (int out_id : (*p)->getOutputs()) {
 							int new_id = new_uid();
 							ArgumentBase* ab_cpy = args.at(out_id)->clone();
 							ab_cpy->setName(args.at(out_id)->getName());
@@ -1089,7 +1105,31 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 							tmp->replaceOutput(out_id, new_id);						
 							
 							// add stage's output arguments to current workflow's argument list
-							stages_arguments[as.first].emplace_back(ab_cpy);
+
+							// cout << "[]" << endl;
+							// for (ArgumentBase* sss : stages_arguments[par_set.first])
+							// 	cout << "\t" << sss->getId() << ":" << sss->getName() << " = " << sss->toString() << endl;
+							// cout << "second" << endl;
+							// for (ArgumentBase* sss : par_set.second)
+							// 	cout << "\t" << sss->getId() << ":" << sss->getName() << " = " << sss->toString() << endl;
+							
+							stages_arguments[par_set.first].push_back(ab_cpy);
+
+							// cout << "[]" << endl;
+							// for (ArgumentBase* sss : stages_arguments[par_set.first])
+							// 	cout << "\t" << sss->getId() << ":" << sss->getName() << " = " << sss->toString() << endl;
+							// cout << "second" << endl;
+							// for (ArgumentBase* sss : par_set.second)
+							// 	cout << "\t" << sss->getId() << ":" << sss->getName() << " = " << sss->toString() << endl;
+							
+							par_set.second.push_back(ab_cpy);
+
+							// cout << "[]" << endl;
+							// for (ArgumentBase* sss : stages_arguments[par_set.first])
+							// 	cout << "\t" << sss->getId() << ":" << sss->getName() << " = " << sss->toString() << endl;
+							// cout << "second" << endl;
+							// for (ArgumentBase* sss : par_set.second)
+							// 	cout << "\t" << sss->getId() << ":" << sss->getName() << " = " << sss->toString() << endl;
 
 							// add output to interstage args map
 							args_values.emplace_back(ab_cpy);
@@ -1103,20 +1143,106 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 							// add reused stage's output arguments to current workflow's argument list
 							// cout << "reusing stage " << out_id << " from workflow "
 							// 	<< it->second->getId() << endl;
-							stages_arguments[as.first].emplace_back(find_argument(args_values, out_id));
+							stages_arguments[par_set.first].emplace_back(find_argument(args_values, out_id));
+							par_set.second.emplace_back(find_argument(args_values, out_id));
 						}
 
 						// TODO: solve mem leaking
 						// delete tmp;
 					}
+					p++;
+				} else {
+					// since the stage isn't yet ready, replace it in the last position of the stage list
+					// cout << "stage " << (*p)->getName() << " doesen't have all inputs - being placed last now" << endl;
+					base_stages_l.emplace_back(*p);
+					p = base_stages_l.erase(p);
 				}
+			}		
+		}
+	} else {
+		// keep expanding stages until there is no stage left
+		while (base_stages.size() != 0) {
+			// cout << "base_stages size: " << base_stages.size() << endl;
+			for (pair<int, PipelineComponentBase*> p : base_stages) {
+				// attempt to find a stage witch has all inputs expanded either on the workflow inputs or interstage ones
+				// cout << "checking stage " << p.second->getName() << endl;
+				if (all_inps_in(p.second->getInputs(), args, input_arguments, args_values)) {
+					// cout << "stage " << p.second->getName() << " has all inputs" << endl;
+
+					// A list of concatenated arg values, used as a quick way to verify if a stage with
+					// the same args was already created.
+					map<string, PipelineComponentBase*> arg_values_list;
+
+					// expands all input values of stage p
+					for (pair<int, list<ArgumentBase*>> as : stages_arguments) {
+						PipelineComponentBase* tmp = p.second->clone();
+						string arg_values = "";
+						// add all arguments from stages_arguments that belong to stage p.second
+						for (int inp_id : p.second->getInputs()) {
+							// cout << "checking input " << args[inp_id]->getName() << " of " << p.second->getName() << " with " << as.second.size() << " parameters" << endl;
+							for (ArgumentBase* a : as.second) {
+								// cout << "checking arg " << a->getName() << ":" << a->getId() << endl;
+								if (args.at(inp_id)->getName().compare(a->getName())==0) {
+									arg_values += to_string(a->getId());
+									tmp->addInput(a->getId());
+									// tmp->addArgument(a->clone());
+									// cout << "added arg " << a->getName() << ":" << a->getId() << " = " << a->toString() << endl;
+									break;
+								}
+							}
+						}
 
-				// remove stage descriptor since it was already solved and break the loop
-				base_stages.erase(p.first);
-				break;
+						// cout << "[arg_values] " << arg_values << endl;
+						map<string, PipelineComponentBase*>::iterator it = arg_values_list.find(arg_values);
+						// verify if there is no other stage with the same values
+						if (it == arg_values_list.end() || !use_coarse_grain) {
+							// add current stage and args values to be compared later
+							arg_values_list[arg_values] = tmp;
+
+							// finishes to generate the stage
+							int id = new_uid();
+							tmp->setId(id);
+							tmp->setName(p.second->getName());
+							tmp->setLocation(PipelineComponentBase::WORKER_SIDE);
+
+							// generate outputs
+							for (int out_id : p.second->getOutputs()) {
+								int new_id = new_uid();
+								ArgumentBase* ab_cpy = args.at(out_id)->clone();
+								ab_cpy->setName(args.at(out_id)->getName());
+								ab_cpy->setId(new_id);
+								ab_cpy->setParent(tmp->getId());
+								tmp->replaceOutput(out_id, new_id);						
+								
+								// add stage's output arguments to current workflow's argument list
+								stages_arguments[as.first].emplace_back(ab_cpy);
+
+								// add output to interstage args map
+								args_values.emplace_back(ab_cpy);
+							}
+							
+							// add stage to final stages list
+							expanded_stages[tmp->getId()] = tmp;
+						} else {
+							// if the stage already exists, reuse it
+							for (int out_id : it->second->getOutputs()) {
+								// add reused stage's output arguments to current workflow's argument list
+								// cout << "reusing stage " << out_id << " from workflow "
+								// 	<< it->second->getId() << endl;
+								stages_arguments[as.first].emplace_back(find_argument(args_values, out_id));
+							}
+
+							// TODO: solve mem leaking
+							// delete tmp;
+						}
+					}
+
+					// remove stage descriptor since it was already solved and break the loop
+					base_stages.erase(p.first);
+					break;
+				}
 			}
 		}
-
 	}
 
 	// add stages_arguments inputs to expanded_args
@@ -1151,13 +1277,6 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 	}
 }
 
-bool all_inps_in(list<int> inps, map<int, list<ArgumentBase*>> ref) {
-	for (int i : inps) {
-		if (ref.find(i) == ref.end())
-			return false;
-	}
-	return true;
-}
 
 // map<int, ArgumentBase*> args: all args, i.e inputs and interstate arguments.
 // map<int, list<ArgumentBase*>> args_values: the list of values for each argument. 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
index 1eedc97..21be110 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
@@ -25,12 +25,40 @@ void generate_drs(RegionTemplate* rt,
 	}
 }
 
+void generate_drs(RegionTemplate* rt, PipelineComponentBase* stage,
+	const std::map<int, ArgumentBase*> &expanded_args) {
+
+	// verify every argument
+	for (int inp : stage->getInputs()) {
+		// if an argument is a region template data region
+		if (expanded_args.at(inp)->getType() == ArgumentBase::RT) {
+			// if (((ArgumentRT*)expanded_args.at(inp))->isFileInput) {
+				// create the data region and add it to the input region template
+				DenseDataRegion2D *ddr2d = new DenseDataRegion2D();
+				ddr2d->setName(expanded_args.at(inp)->getName());
+				std::ostringstream oss;
+				oss << inp;
+				ddr2d->setId(oss.str());
+				ddr2d->setVersion(inp);
+				ddr2d->setIsAppInput(true);
+				ddr2d->setInputType(DataSourceType::FILE_SYSTEM);
+				ddr2d->setOutputType(DataSourceType::FILE_SYSTEM);
+				ddr2d->setInputFileName(expanded_args.at(inp)->toString());
+				rt->insertDataRegion(ddr2d);
+			// }
+		}
+	}
+}
+
 void add_arguments_to_stages(std::map<int, PipelineComponentBase*> &merged_stages, 
-	std::map<int, ArgumentBase*> &merged_arguments,
-	RegionTemplate *rt) {
+	std::map<int, ArgumentBase*> &merged_arguments, string name) {
 
 	int i=0;
-	for (pair<int, PipelineComponentBase*> stage : merged_stages) {
+	for (pair<int, PipelineComponentBase*>&& stage : merged_stages) {
+		// create the RT isntance
+		RegionTemplate *rt = new RegionTemplate();
+		rt->setName(name);
+
 		// add input arguments to stage, adding them as RT as needed
 		for (int arg_id : stage.second->getInputs()) {
 			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
@@ -79,7 +107,7 @@ void add_arguments_to_stages(std::map<int, PipelineComponentBase*> &merged_stage
 
 void fgm::merge_stages_fine_grain(int algorithm, const std::map<int, PipelineComponentBase*> &all_stages, 
 	const std::map<int, PipelineComponentBase*> &stages_ref, std::map<int, PipelineComponentBase*> &merged_stages, 
-	RegionTemplate* rt, std::map<int, ArgumentBase*> expanded_args, int max_bucket_size, bool shuffle, string dakota_filename) {
+	std::map<int, ArgumentBase*> expanded_args, int max_bucket_size, bool shuffle, string dakota_filename) {
 
 	// attempt merging for each stage type
 	for (std::map<int, PipelineComponentBase*>::const_iterator ref=stages_ref.cbegin(); ref!=stages_ref.cend(); ref++) {
@@ -94,7 +122,7 @@ void fgm::merge_stages_fine_grain(int algorithm, const std::map<int, PipelineCom
 		double max_nrS_mksp = 0;
 		for (list<PipelineComponentBase*>::iterator s=current_stages.begin(); s!=current_stages.end(); ) {
 			// if the stage isn't composed of reusable tasks then 
-			(*s)->tasks = task_generator(ref->second->tasksDesc, *s, rt, expanded_args);
+			(*s)->tasks = task_generator(ref->second->tasksDesc, *s, expanded_args);
 			if ((*s)->tasks.size() == 0) {
 				merged_stages[(*s)->getId()] = *s;
 				
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp
index b223a2c..544622e 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp
@@ -18,7 +18,7 @@ namespace fgm {
 
 	void merge_stages_fine_grain(int merging_algorithm, const std::map<int, PipelineComponentBase*> &all_stages, 
 		const std::map<int, PipelineComponentBase*> &stages_ref, std::map<int, PipelineComponentBase*> &merged_stages, 
-		RegionTemplate* rt, std::map<int, ArgumentBase*> expanded_args, int max_bucket_size, bool shuffle, string dakota_filename);
+		std::map<int, ArgumentBase*> expanded_args, int max_bucket_size, bool shuffle, string dakota_filename);
 }
 
 #endif
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp
index 8bf0518..7b7fdfe 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp
@@ -95,7 +95,7 @@ void filter_stages(const map<int, PipelineComponentBase*> &all_stages,
 }
 
 list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc, PipelineComponentBase* p, 
-	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args) {
+	map<int, ArgumentBase*> expanded_args) {
 
 	list<ReusableTask*> tasks;
 	ReusableTask* prev_task = NULL;
@@ -112,7 +112,7 @@ list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc,
 
 		// call constructor
 		int uid = new_uid();
-		ReusableTask* n_task = ReusableTask::ReusableTaskFactory::getTaskFromName(t->first, args, rt);
+		ReusableTask* n_task = ReusableTask::ReusableTaskFactory::getTaskFromName(t->first, args, NULL);
 		n_task->setId(uid);
 		n_task->setTaskName(t->first);
 		// set prevoius task dependency if this isn't the first task generated
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp
index 13af9ff..d5724c3 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp
@@ -26,7 +26,7 @@ void filter_stages(const map<int, PipelineComponentBase*> &all_stages,
 	string stage_name, list<PipelineComponentBase*> &filtered_stages, bool shuffle);
 
 list<ReusableTask*> task_generator(map<string, list<ArgumentBase*>> &tasks_desc, PipelineComponentBase* p, 
-	RegionTemplate* rt, map<int, ArgumentBase*> expanded_args);
+	map<int, ArgumentBase*> expanded_args);
 
 ReusableTask* find_task(list<ReusableTask*> l, string name);
 

From d108998967b0e246ed0eba169c785d624c85581e Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Tue, 11 Apr 2017 00:11:47 -0300
Subject: [PATCH 78/87] The dependency problem isn't really a problem. Just
 don't use clustered stage generation. Explanation on PipelineManager.cpp:947

---
 runtime/ResourceManager/TrackDependencies.cpp    |  8 ++++++--
 .../PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp    |  3 ++-
 .../PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp | 16 ++++++++++++++--
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp    |  3 ++-
 4 files changed, 24 insertions(+), 6 deletions(-)

diff --git a/runtime/ResourceManager/TrackDependencies.cpp b/runtime/ResourceManager/TrackDependencies.cpp
index ecaa7a6..a37b7aa 100644
--- a/runtime/ResourceManager/TrackDependencies.cpp
+++ b/runtime/ResourceManager/TrackDependencies.cpp
@@ -61,10 +61,14 @@ void TrackDependencies::checkDependencies(Task* task, TasksQueue* tq) {
 	if(task->getNumberDependencies() == task->getNumberDependenciesSolved()){
 		// It always starts empty, and tasks are added as they are dispatched for execution
 		tq->insertTask(task);
-		std::cout << "[dependency_test] stage " << task->getId() << " is solved." << std::endl;
+		std::cout << "[dependency_test] stage " << task->getId() << " is solved: " 
+			<< task->getNumberDependenciesSolved() << " out of "
+			<< task->getNumberDependencies() << std::endl;
 	}else{
 		this->incrementCountTasksPending();
-		std::cout << "[dependency_test] stage " << task->getId() << " is pending." << std::endl;
+		std::cout << "[dependency_test] stage " << task->getId() << " is pending with " 
+			<< task->getNumberDependenciesSolved() << " out of "
+			<< task->getNumberDependencies() << " deps solved" << std::endl;
 	}
 
 	// Unlock dependency map
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp
index c35d5e0..2398d25 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp
@@ -99,7 +99,8 @@ int DiffMaskComp::run() {
 	// delete diffPixels;
 
 	long long t = Util::ClockGetTime();
-	cout << "[PROFILER] Diff (id | time in ms): " << this->getId() << " " << t << endl;
+	// cout << "[PROFILER] Diff (id | time in ms): " << this->getId() << " " << t << endl;
+	cout << "[EXEC_ORDER] diff " << this->getId() << endl;
 
 	return 0;
 }
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 45aca1b..f3d418d 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -115,7 +115,7 @@ void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages,
 void generate_pre_defined_stages(FILE* parameters_values_file, map<int, ArgumentBase*> args, 
 	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*>& workflow_outputs, 
 	map<int, ArgumentBase*>& expanded_args, map<int, PipelineComponentBase*>& expanded_stages,
-	bool use_coarse_grain=true, bool clustered_generation=true);
+	bool use_coarse_grain=true, bool clustered_generation=false);
 
 // Workflow parsing helper functions
 list<string> line_buffer;
@@ -337,8 +337,10 @@ int main(int argc, char* argv[]) {
 			// add correct stage dependencies 
 			list<int> deps_tmp;
 			for (int i=0; i<p.second->getNumberDependencies(); i++) {
+				
 				if (merged_stages.find(p.second->getDependency(i)) != merged_stages.end() && 
 						merged_stages[p.second->getDependency(i)]->reused != NULL) {
+
 					deps_tmp.emplace_back(merged_stages[p.second->getDependency(i)]->reused->getId());
 				}
 			}
@@ -422,6 +424,12 @@ int main(int argc, char* argv[]) {
 				for (int i : s.second->getOutputs())
 					cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
 						<< expanded_args[i]->toString() << endl;
+				cout << "\tdependencies:" << endl;
+				for (int i=0; i<s.second->getNumberDependencies(); i++)
+					cout << "\t\t" << merged_stages[s.second->getDependency(i)]->getId() << ":" 
+						<< merged_stages[s.second->getDependency(i)]->getName() << endl;
+
+				// set task ID to enable dependency enforcement
 				((Task*)s.second)->setId(s.second->getId());
 
 				// workaround to make sure that the RTs, if any, won't leak on this part of the algorithm
@@ -936,7 +944,11 @@ bool all_inps_in(list<int> inps, map<int, list<ArgumentBase*>> ref) {
 	return true;
 }
 
-
+// WARNING: When using fine-grain reuse with clustered stage generation the merging of stages
+//   can make diff stages be added to be executed (executeComponent) before its dependency,
+//   thus causing the diff stage to have all dependencies solved. Thereby, unless the order
+//   of 'expanded_stages' is fixed before sending the stages to be executed, clustered generation
+//   shouldn't be used with fine-grain reuse.
 void generate_pre_defined_stages(FILE* parameters_values_file, map<int, ArgumentBase*> args, 
 	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*>& workflow_outputs, 
 	map<int, ArgumentBase*>& expanded_args, map<int, PipelineComponentBase*>& expanded_stages,
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index ba2e998..1363893 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -142,7 +142,8 @@ int Segmentation::run() {
 	}
 
 	long long t = Util::ClockGetTime();
-	cout << "[PROFILER] Seg (id | time in ms): " << this->getId() << " " << t << endl;
+	// cout << "[PROFILER] Seg (id | time in ms): " << this->getId() << " " << t << endl;
+	cout << "[EXEC_ORDER] segmentation " << this->getId() << endl;
 
 	return 0;
 }

From 0e54b3a0dc9c96eae1267a99e1f0ff8efa6ecbb5 Mon Sep 17 00:00:00 2001
From: Pedro H <pedrohmpereira@gmail.com>
Date: Mon, 17 Apr 2017 16:27:13 -0300
Subject: [PATCH 79/87] Update BULDING.md for the yi-src-multi

Updates to the new options required and dependencies.
Change all "make" to "make -j$(nproc)" for a faster compile time while still keeping generic.
---
 BUILDING.md | 21 +++++++++++++++------
 1 file changed, 15 insertions(+), 6 deletions(-)

diff --git a/BUILDING.md b/BUILDING.md
index 341b8fa..11ebda4 100644
--- a/BUILDING.md
+++ b/BUILDING.md
@@ -4,6 +4,8 @@
 
 Assuming: 
 - You have no previous dependency installed
+
+This guide will go through each of these dependencies:
 - ActiveHarmony [4.6.0](http://www.dyninst.org/sites/default/files/downloads/harmony/ah-4.6.0.tar.gz)
 - OpenCV [2.4.9](http://sourceforge.net/projects/opencvlibrary/files/opencv-unix/2.4.9/opencv-2.4.9.zip/download)
 - InsightToolkit [4.11.0](https://sourceforge.net/projects/itk/files/itk/4.11/InsightToolkit-4.11.0.tar.gz/download)
@@ -67,7 +69,7 @@ inside `/opencv` folder
 unzip opencv-2.4.9.zip
 cd build
 cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local ../opencv-2.4.9/
-make
+make -j$(nproc)
 sudo make install
 ```
 
@@ -89,12 +91,13 @@ on the interface
 - press `t` to toggle advanced mode
 - turn on `BUILD_SHARED_LIBS`
 - turn on `MODULE_ITKVideoBridgeOpenCV`
+- turn on `Module_ITKReview`
 - press `c` to configure
 - press `g` to generate
 
 then build
 ```
-make
+make -j$(nproc)
 ```
 
 ## Installing Nscale
@@ -121,13 +124,18 @@ on the interface
 
 then build
 ```
-make
+make -j$(nproc)
 ```
 
 NOTE: it may give errors of vars `NSCALE_VERSION_MAJOR` and `NSCALE_VERSION_MINOR`, press `e` to continue and ignore.
 
 ## Installing Yi's library
 
+prerequisite
+```
+sudo apt install libopenslide-dev
+sudo ln -s /usr/lib/x86_64-linux-gnu/libopenslide.so /usr/lib/libopenslide.so
+```
 inside `/workspace` folder
 ```
 cp project/region-templates/runtime/regiontemplates/external-src/yi-src-multi.tar.gz ./libs/yi/
@@ -147,15 +155,16 @@ on the interface
 - press `c` to configure
 - press `e` to ignore errors and continue
 - fill `ITK_DIR` to your `ITK` installation
-- turn off `build_mainTileAndSegmentWSINuclei`
+- turn on `build_mainTileAndSegmentWSINuclei`
 - press `c` to configure
+- fill `OpenSlide_INSTALLATION_PATH` with only `/usr`
 - turn on `build_mainSegmentSmallImage`
 - press `c` to configure
 - press `g` to generate
 
 then build
 ```
-make
+make -j$(nproc)
 ```
 
 ## Installing Active Harmony
@@ -232,5 +241,5 @@ on the interface
 
 then build
 ```
-make
+make -j$(nproc)
 ```

From 4c9b25d719f23f83ef212ac337ed55c488293760 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Wed, 19 Apr 2017 19:53:38 -0300
Subject: [PATCH 80/87] TaskSegmentation5 memory leak fixed.

---
 .../examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp        | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 1363893..63f2f0b 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -241,6 +241,8 @@ bool TaskSegmentation0::run(int procType, int tid) {
 }
 
 void TaskSegmentation0::updateDR(RegionTemplate* rt) {
+	// if (normalized_rt_temp != NULL)
+	// 	delete *normalized_rt_temp;
 	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion((*this->normalized_rt_temp)->getName(),
 		(*this->normalized_rt_temp)->getId(), 0, stoi((*this->normalized_rt_temp)->getId()))));
 
@@ -1192,6 +1194,8 @@ bool TaskSegmentation5::run(int procType, int tid) {
 }
 
 void TaskSegmentation5::updateDR(RegionTemplate* rt) {
+	if (normalized_rt_temp != NULL)
+		delete *normalized_rt_temp;
 	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion((*this->normalized_rt_temp)->getName(),
 		(*this->normalized_rt_temp)->getId(), 0, stoi((*this->normalized_rt_temp)->getId()))));
 

From acef0dfafac0b5476b3c86d657191c29a0ae73d7 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Wed, 19 Apr 2017 23:51:48 -0300
Subject: [PATCH 81/87] Fixed the Diff memory leak

Leak was due to the non deletion of the DDR2Ds of DiffMaskComp.cpp:run() whenever
one of the two DDR2D was NULL. This was due to some bad stage merging, which
caused the input arguments to have the wrong (reused stage) dependency ID, thus
making such arguments unavailable.

The arguments' IDs were fixed.
---
 runtime/PipelineComponentBase.cpp                   | 13 ++++++++++++-
 runtime/PipelineComponentBase.h                     |  1 +
 .../PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp    |  4 ++++
 3 files changed, 17 insertions(+), 1 deletion(-)

diff --git a/runtime/PipelineComponentBase.cpp b/runtime/PipelineComponentBase.cpp
index d3c8b4f..2ea689c 100644
--- a/runtime/PipelineComponentBase.cpp
+++ b/runtime/PipelineComponentBase.cpp
@@ -394,9 +394,20 @@ void PipelineComponentBase::replaceArgument(int old_id, ArgumentBase* new_a) {
 		if ((*i)->getId() == old_id) {
 			arguments.erase(i);
 			arguments.push_back(new_a);
-			return;
+			break;
 		}
 	}
+	if (std::find(input_arguments.begin(), input_arguments.end(), old_id) 
+			!= input_arguments.end()) {
+		input_arguments.remove(old_id);
+		input_arguments.push_back(new_a->getId());
+	}
+
+	if (std::find(output_arguments.begin(), output_arguments.end(), old_id) 
+			!= output_arguments.end()) {
+		output_arguments.remove(old_id);
+		output_arguments.push_back(new_a->getId());
+	}
 }
 
 void PipelineComponentBase::printTasks() {
diff --git a/runtime/PipelineComponentBase.h b/runtime/PipelineComponentBase.h
index d65e8b9..51d8f0b 100644
--- a/runtime/PipelineComponentBase.h
+++ b/runtime/PipelineComponentBase.h
@@ -12,6 +12,7 @@
 #include <string>
 #include <map>
 #include <list>
+#include <algorithm>
 
 #include "Argument.h"
 #include "Task.h"
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index f3d418d..940bfeb 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -338,6 +338,8 @@ int main(int argc, char* argv[]) {
 			list<int> deps_tmp;
 			for (int i=0; i<p.second->getNumberDependencies(); i++) {
 				
+				// if the i-th dependency of p still exists and is reused, add the dependency of the 
+				//   reused stage to p
 				if (merged_stages.find(p.second->getDependency(i)) != merged_stages.end() && 
 						merged_stages[p.second->getDependency(i)]->reused != NULL) {
 
@@ -349,10 +351,12 @@ int main(int argc, char* argv[]) {
 
 			// connect correct output arguments
 			bool updated = true;
+			// cout << "Updating arguments of " << p.second->getId() << ":" << p.second->getName() << endl;
 			while (updated) {
 				updated = false;
 				for (ArgumentBase* a : p.second->getArguments()) {
 					if (a->getParent() != 0 && merged_stages[a->getParent()]->reused != NULL) {
+						// cout << "Replacing argument " << endl;
 						updated = true;
 						p.second->replaceArgument(a->getId(), 
 							merged_stages[a->getParent()]->reused->getArgumentByName(a->getName()));

From 672ad2bc102c9f8e06ca5157d8576e622ac40341 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Thu, 20 Apr 2017 22:38:41 -0300
Subject: [PATCH 82/87] Fixed Segmentation DDR2D memory leaks (updateDR would
 make new DDR2Ds without deleting the old ones).

---
 .../PipelineRTFS-NS-Diff-FGO/Segmentation.cpp | 20 +++++++++++++------
 1 file changed, 14 insertions(+), 6 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
index 63f2f0b..c81048c 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
@@ -241,10 +241,14 @@ bool TaskSegmentation0::run(int procType, int tid) {
 }
 
 void TaskSegmentation0::updateDR(RegionTemplate* rt) {
-	// if (normalized_rt_temp != NULL)
-	// 	delete *normalized_rt_temp;
-	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion((*this->normalized_rt_temp)->getName(),
-		(*this->normalized_rt_temp)->getId(), 0, stoi((*this->normalized_rt_temp)->getId()))));
+	string name = (*this->normalized_rt_temp)->getName();
+	string sid = (*this->normalized_rt_temp)->getId();
+	int id = stoi((*this->normalized_rt_temp)->getId());
+	if (normalized_rt_temp != NULL)
+		delete *normalized_rt_temp;
+
+	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(
+		dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(name,sid, 0, id)));
 
 }
 
@@ -1194,10 +1198,14 @@ bool TaskSegmentation5::run(int procType, int tid) {
 }
 
 void TaskSegmentation5::updateDR(RegionTemplate* rt) {
+	string name = (*this->normalized_rt_temp)->getName();
+	string sid = (*this->normalized_rt_temp)->getId();
+	int id = stoi((*this->normalized_rt_temp)->getId());
 	if (normalized_rt_temp != NULL)
 		delete *normalized_rt_temp;
-	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion((*this->normalized_rt_temp)->getName(),
-		(*this->normalized_rt_temp)->getId(), 0, stoi((*this->normalized_rt_temp)->getId()))));
+
+	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(
+		dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(name,sid, 0, id)));
 
 }
 

From 050e76b1952333dd395f247cdc62e369530a2c73 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Thu, 20 Apr 2017 23:53:37 -0300
Subject: [PATCH 83/87] Some further memory leaks fixed on workflow generation.

---
 .../PipelineManager.cpp                       | 90 +++++++++++++++----
 1 file changed, 74 insertions(+), 16 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 940bfeb..2fe6a1f 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -515,13 +515,20 @@ void get_inputs_from_file(FILE* workflow_descriptor,
 	string name;
 
 	// go to the initial ports beginning
-	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ip) == string::npos);
+	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ip) == string::npos)
+		delete line;
 	// cout << "port init begin: " << line << endl;
 
 	// keep getting ports until it reaches the end of initial ports
 	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ipe) == string::npos) {
 		// consumes the port beginning
-		while (string(line).find(p) == string::npos && get_line(&line, workflow_descriptor) != -1);
+		while (string(line).find(p) == string::npos && get_line(&line, workflow_descriptor) != -1) {
+			delete line;
+			line = NULL;
+		}
+
+		if (line != NULL)
+			delete line;
 		// cout << "port begin: " << line << endl;
 
 		// finds the name field
@@ -632,7 +639,8 @@ void get_inputs_from_file(FILE* workflow_descriptor,
 		parameters_values[arg_id] = inp_values;
 
 		// consumes the port ending
-		while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pe) == string::npos);
+		while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pe) == string::npos)
+			delete line;
 			// cout << "not port end: " << line << endl;
 		// cout << "port end: " << line << endl;
 	}
@@ -653,13 +661,19 @@ void get_outputs_from_file(FILE* workflow_descriptor, map<int, ArgumentBase*> &w
 	string pe("</port>");
 
 	// go to the initial ports beginning
-	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ip) == string::npos);
+	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ip) == string::npos)
+		delete line;
 	// cout << "port init begin: " << line << endl;
 
 	// keep getting ports until it reaches the end of initial ports
 	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ipe) == string::npos) {
 		// consumes the port beginning
-		while (string(line).find(p) == string::npos && get_line(&line, workflow_descriptor) != -1);
+		while (string(line).find(p) == string::npos && get_line(&line, workflow_descriptor) != -1) {
+			delete line;
+			line = NULL;
+		}
+		if (line != NULL)
+			delete line;
 		// cout << "port begin: " << line << endl;
 
 		// finds the name field
@@ -721,7 +735,8 @@ void get_outputs_from_file(FILE* workflow_descriptor, map<int, ArgumentBase*> &w
 		workflow_outputs[new_id] = out_arg;
 
 		// consumes the port ending
-		while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pe) == string::npos);
+		while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pe) == string::npos)
+			delete line;
 			// get_line << "not port end: " << line << endl;
 		// cout << "port end: " << line << endl;
 	}
@@ -744,14 +759,22 @@ void get_stages_from_file(FILE* workflow_descriptor,
 	string pe("</processor>");
 
 	// go to the processors beginning
-	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ps) == string::npos);
+	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ps) == string::npos)
+		delete line;
 		// cout << "not processor init begin: " << line << endl;
 	 // cout << "processor init begin: " << line << endl;
 
 	// keep getting single processors until it reaches the end of all processors
 	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pse) == string::npos) {
 		// consumes the processor beginning
-		while (string(line).find(p) == string::npos && get_line(&line, workflow_descriptor) != -1);
+		while (string(line).find(p) == string::npos && get_line(&line, workflow_descriptor) != -1) {
+			delete line;
+			line = NULL;
+		}
+
+		if (line != NULL)
+			delete line;
+
 		// cout << "processor begin: " << line << endl;
 
 		// get stage fields
@@ -786,7 +809,8 @@ void get_stages_from_file(FILE* workflow_descriptor,
 		base_stages[stg_id] = stage;
 
 		// consumes the processor ending
-		while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pe) == string::npos);
+		while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pe) == string::npos)
+			delete line;
 			// cout << "not processor end: " << line << endl;
 		// cout << "processor end: " << line << endl;
 	}
@@ -817,14 +841,22 @@ void connect_stages_from_file(FILE* workflow_descriptor,
 	string sourcee("</source>");
 
 	// go to the datalinks beginning
-	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ds) == string::npos);
+	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ds) == string::npos)
+		delete line;
 		// cout << "not datalink init begin" << line << endl;
 	// cout << "datalink init begin" << line << endl;
 
 	// keep getting single datalinks until it reaches the end of all datalinks
 	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(dse) == string::npos) {
 		// consumes the datalink beginning
-		while (string(line).find(d) == string::npos && get_line(&line, workflow_descriptor) != -1);
+		while (string(line).find(d) == string::npos && get_line(&line, workflow_descriptor) != -1) {
+			delete line;
+			line = NULL;
+		}
+
+		if (line != NULL)
+			delete line;
+
 		// cout << "datalink begin" << line << endl;
 
 		// get sink and source fields
@@ -877,7 +909,11 @@ void connect_stages_from_file(FILE* workflow_descriptor,
 		}
 
 		// consumes the datalink ending
-		while (string(line).find(de) == string::npos && get_line(&line, workflow_descriptor) != -1);
+		bool cond = string(line).find(de) == string::npos;
+		while (cond && get_line(&line, workflow_descriptor) != -1) {
+			cond = string(line).find(de) == string::npos;
+			delete line;
+		}
 		// cout << "datalink end" << line << endl;
 	}
 }
@@ -1017,8 +1053,10 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 				if (a->getName().compare(name)==0 && a->toString().compare(aa->toString())==0) {
 					found = true;
 					arg = a;
+					delete aa;
 					break;
 				}
+				delete aa;
 			}
 
 			char* token2;
@@ -1518,6 +1556,7 @@ string get_workflow_field(FILE* workflow, string field) {
 			return s.substr(s.find("<" + field + ">")+field.length()+2, 
 				s.find("</" + field + ">")-s.find("<" + field + ">")-field.length()-2);
 		}
+		delete line;
 	}
 
 	return nullptr;
@@ -1538,13 +1577,17 @@ void get_workflow_arguments(FILE* workflow,
 	string ee("</entry>");
 
 	// go to the initial entries beginning
-	while (get_line(&line, workflow) != -1 && string(line).find(ie) == string::npos);
+	while (get_line(&line, workflow) != -1 && string(line).find(ie) == string::npos) {
+		delete line;
+		line = NULL;
+	}
 	// cout << "port init begin: " << line << endl;
 
 	// keep getting ports until it reaches the end of initial ports
 	while (get_line(&line, workflow) != -1 && string(line).find(iee) == string::npos) {
 		// consumes the port beginning
-		while (string(line).find(e) == string::npos && get_line(&line, workflow) != -1);
+		while (string(line).find(e) == string::npos && get_line(&line, workflow) != -1)
+			delete line;
 		// cout << "port begin: " << line << endl;
 
 		// finds the name and field
@@ -1558,10 +1601,23 @@ void get_workflow_arguments(FILE* workflow,
 		output_arguments.emplace_back(arg);
 
 		// consumes the port ending
-		while (get_line(&line, workflow) != -1 && string(line).find(ee) == string::npos);
+		while (get_line(&line, workflow) != -1 && string(line).find(ee) == string::npos) {
+			delete line;
+			// some c++ implementations may not set line to null after delete
+			line = NULL;
+		}
 		// 	cout << "not port end: " << line << endl;
 		// cout << "port end: " << line << endl;
+
+		if (line != NULL) {
+			delete line;
+			line = NULL;
+		}
+
 	}
+
+	if (line != NULL)
+		delete line;
 	// cout << "port init end: " << line << endl;
 }
 
@@ -1574,7 +1630,8 @@ vector<general_field_t> get_all_fields(FILE* workflow, string start, string end)
 	general_field_t general_field;
 
 	// consumes the beginning
-	while (get_line(&line, workflow) != -1 && string(line).find(start) == string::npos);
+	while (get_line(&line, workflow) != -1 && string(line).find(start) == string::npos)
+		delete line;
 
 	// create general field regex
 	regex r ("<[\\w]+>[\\w ]+<\\/[\\w]+>");
@@ -1595,6 +1652,7 @@ vector<general_field_t> get_all_fields(FILE* workflow, string start, string end)
 			general_field.data = field;
 			fields.push_back(general_field);
 		}
+		delete line;
 	}
 	return fields;
 }

From eb6a7bfe30aff22c39e49089d78a84057d294a0c Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Wed, 26 Apr 2017 20:13:56 -0300
Subject: [PATCH 84/87] Reworked the input agruments to something somewhat more
 professional.

---
 .../PipelineManager.cpp                       | 59 +++++++++++++------
 1 file changed, 42 insertions(+), 17 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 2fe6a1f..45c5fb7 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -90,6 +90,8 @@ void adj_mat_print(mincut::weight_t** adjMat, map<size_t, int> id2task, size_t n
 	}
 }
 
+int find_arg_pos(string s, int argc, char** argv);
+
 // Workflow parsing functions
 void get_inputs_from_file(FILE* workflow_descriptor, map<int, ArgumentBase*> &workflow_inputs, 
 	map<int, list<ArgumentBase*>> &parameters_values);
@@ -136,9 +138,9 @@ int main(int argc, char* argv[]) {
 
 	// verify arguments
 	if (argc > 1 && string(argv[1]).compare("-h") == 0) {
-		cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max bucket size> <dakota output file> <merging algorithm> [s] [ncg]" << endl;
-		cout << "   s - shuffle" << endl;
-		cout << "   ncg - don't do coarse grain merging" << endl;
+		cout << "usage: ./PipelineRTFS-NS-Diff-FGO -b <max bucket size> -dkt <dakota output file> -ma <merging algorithm> [-s] [-ncg]" << endl;
+		cout << "   -s - shuffle" << endl;
+		cout << "   -ncg - don't do coarse grain merging" << endl;
 		cout << "avaiable algorithms:" << endl;
 		cout << "0 - No fine grain merging algorithm" << endl;
 		cout << "1 - naive fine grain merging algorithm" << endl;
@@ -147,8 +149,8 @@ int main(int argc, char* argv[]) {
 		cout << "4 - Double-prunning reuse-tree fine grain merging algorithm" << endl;
 		return 0;
 	}
-	if (argc < 4) {
-		cout << "usage: ./PipelineRTFS-NS-Diff-FGO <max bucket size> <dakota output file> <merging algorithm> [s] [ncg]" << endl;
+	if (argc < 7) {
+		cout << "usage: ./PipelineRTFS-NS-Diff-FGO -b <max bucket size> -dkt <dakota output file> -ma <merging algorithm> [-s] [-ncg]" << endl;
 		return 0;
 	}
 
@@ -166,18 +168,30 @@ int main(int argc, char* argv[]) {
 
 	if (mpi_rank == mpi_size-1) {
 		// get arguments
-		int max_bucket_size = atoi(argv[1]);
-		string dakota_file = argv[2];
-		int merging_algorithm = atoi(argv[3]);
-		bool shuffle = false;
-		for (int i=1; i<argc; i++)
-			if (string(argv[i]).compare("s")==0)
-				shuffle = true;
-
-		bool use_coarse_grain=true;
-		for (int i=1; i<argc; i++)
-			if (string(argv[i]).compare("ncg")==0)
-				use_coarse_grain = false;
+		int max_bucket_size;
+		if (find_arg_pos("-b", argc, argv) == -1) {
+			cout << "Missing max bucket size." << endl;
+			return 0;
+		} else
+			max_bucket_size = atoi(argv[find_arg_pos("-b", argc, argv)+1]);
+
+		string dakota_file;
+		if (find_arg_pos("-dkt", argc, argv) == -1) {
+			cout << "Missing dakota file path." << endl;
+			return 0;
+		} else
+			dakota_file = argv[find_arg_pos("-dkt", argc, argv)+1];
+
+		int merging_algorithm;
+		if (find_arg_pos("-ma", argc, argv) == -1) {
+			cout << "Missing merging algorithm option." << endl;
+			return 0;
+		} else
+			merging_algorithm = atoi(argv[find_arg_pos("-ma", argc, argv)+1]);
+
+		bool shuffle = find_arg_pos("-s", argc, argv) == -1 ? false : true;
+
+		bool use_coarse_grain = find_arg_pos("-ncg", argc, argv) == -1 ? true : false;
 
 		// workflow file
 		FILE* workflow_descriptor = fopen("seg_example.t2flow", "r");
@@ -490,6 +504,17 @@ int main(int argc, char* argv[]) {
 
 }
 
+/***************************************************************/
+/***************** Arguments parsing functions *****************/
+/***************************************************************/
+
+int find_arg_pos(string s, int argc, char** argv) {
+	for (int i=1; i<argc; i++)
+		if (string(argv[i]).compare(s)==0)
+			return i;
+	return -1;
+}
+
 /***************************************************************/
 /***************** Workflow parsing functions ******************/
 /***************************************************************/

From 844086f08c7e525d9f8e98dff5ed22d547bd516f Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Thu, 27 Apr 2017 00:45:50 -0300
Subject: [PATCH 85/87] Reworked the directory structure of FGO and cleaned
 some PipelineManager code.

---
 runtime/ResourceManager/TrackDependencies.cpp |   12 +-
 .../PipelineRTFS-NS-Diff-FGO/CMakeLists.txt   |   19 +-
 .../PipelineManager.cpp                       | 1143 ++---------------
 .../PipelineRTFS-NS-Diff-FGO/debug_funs.hpp   |   65 +
 .../{ => fg_reuse}/cutting_algorithms.cpp     |    0
 .../{ => fg_reuse}/cutting_algorithms.hpp     |    0
 .../{ => fg_reuse}/fgm.cpp                    |  105 --
 .../PipelineRTFS-NS-Diff-FGO/fg_reuse/fgm.hpp |   24 +
 .../{ => fg_reuse}/graph/min_cut.cpp          |    0
 .../{ => fg_reuse}/graph/min_cut.hpp          |    0
 .../{ => fg_reuse}/graph/reuse_tree.cpp       |    0
 .../{ => fg_reuse}/graph/reuse_tree.hpp       |    0
 .../{ => fg_reuse}/merging.cpp                |    0
 .../{ => fg_reuse}/merging.hpp                |    0
 .../examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp |   24 -
 .../examples/PipelineRTFS-NS-Diff-FGO/gen.cpp |  354 -----
 .../{ => json}/jsoncpp                        |  Bin
 .../{ => json}/jsoncpp.cpp                    |    2 +-
 .../old/GeneralPipelineComponent.cpp          |   95 --
 .../old/GeneralPipelineComponent.hpp          |   33 -
 .../old/GeneralTask.cpp                       |   45 -
 .../old/GeneralTask.hpp                       |   38 -
 .../old/NormalizationComp.cpp                 |   64 -
 .../old/NormalizationComp.h                   |   28 -
 .../old/PipelineManager.cpp                   |  630 ---------
 .../old/Segmentation.cpp                      |  115 --
 .../old/Segmentation.h                        |   58 -
 .../old/TaskNormalization.cpp                 |   31 -
 .../old/TaskNormalization.h                   |   32 -
 .../old/TaskSegmentation.cpp                  |   45 -
 .../old/TaskSegmentation.h                    |   38 -
 .../old/TaskSegmentationStg1.cpp              |   37 -
 .../old/TaskSegmentationStg1.hpp              |   44 -
 .../old/TaskSegmentationStg2.cpp              |   24 -
 .../old/TaskSegmentationStg2.hpp              |   34 -
 .../old/TaskSegmentationStg3.cpp              |   23 -
 .../old/TaskSegmentationStg3.hpp              |   33 -
 .../old/TaskSegmentationStg4.cpp              |   29 -
 .../old/TaskSegmentationStg4.hpp              |   37 -
 .../old/TaskSegmentationStg5.cpp              |   27 -
 .../old/TaskSegmentationStg5.hpp              |   35 -
 .../old/TaskSegmentationStg6.cpp              |   27 -
 .../old/TaskSegmentationStg6.hpp              |   33 -
 .../PipelineRTFS-NS-Diff-FGO/parsing.cpp      |  440 +++++++
 .../PipelineRTFS-NS-Diff-FGO/parsing.hpp      |   61 +
 .../parsing_helper.cpp                        |  227 ++++
 .../stages/CMakeLists.txt                     |   52 +
 .../{ => stages}/DiffMaskComp.cpp             |    0
 .../{ => stages}/DiffMaskComp.h               |    0
 .../{ => stages}/FeatureExtraction.cpp        |    0
 .../{ => stages}/FeatureExtraction.h          |    0
 .../{ => stages}/NormalizationComp.cpp        |    0
 .../{ => stages}/NormalizationComp.hpp        |    0
 .../{ => stages}/Segmentation.cpp             |    0
 .../{ => stages}/Segmentation.hpp             |    0
 .../{ => stages}/TaskFeatures.cpp             |    0
 .../{ => stages}/TaskFeatures.h               |    0
 57 files changed, 1022 insertions(+), 3141 deletions(-)
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/debug_funs.hpp
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => fg_reuse}/cutting_algorithms.cpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => fg_reuse}/cutting_algorithms.hpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => fg_reuse}/fgm.cpp (52%)
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/fgm.hpp
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => fg_reuse}/graph/min_cut.cpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => fg_reuse}/graph/min_cut.hpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => fg_reuse}/graph/reuse_tree.cpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => fg_reuse}/graph/reuse_tree.hpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => fg_reuse}/merging.cpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => fg_reuse}/merging.hpp (100%)
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen.cpp
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => json}/jsoncpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => json}/jsoncpp.cpp (99%)
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralPipelineComponent.cpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralPipelineComponent.hpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralTask.cpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralTask.hpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/NormalizationComp.cpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/NormalizationComp.h
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/PipelineManager.cpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/Segmentation.cpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/Segmentation.h
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskNormalization.cpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskNormalization.h
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentation.cpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentation.h
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg1.cpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg1.hpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg2.cpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg2.hpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg3.cpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg3.hpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg4.cpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg4.hpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg5.cpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg5.hpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg6.cpp
 delete mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg6.hpp
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/parsing.cpp
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/parsing.hpp
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/parsing_helper.cpp
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/CMakeLists.txt
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => stages}/DiffMaskComp.cpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => stages}/DiffMaskComp.h (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => stages}/FeatureExtraction.cpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => stages}/FeatureExtraction.h (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => stages}/NormalizationComp.cpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => stages}/NormalizationComp.hpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => stages}/Segmentation.cpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => stages}/Segmentation.hpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => stages}/TaskFeatures.cpp (100%)
 rename runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/{ => stages}/TaskFeatures.h (100%)

diff --git a/runtime/ResourceManager/TrackDependencies.cpp b/runtime/ResourceManager/TrackDependencies.cpp
index a37b7aa..abab72e 100644
--- a/runtime/ResourceManager/TrackDependencies.cpp
+++ b/runtime/ResourceManager/TrackDependencies.cpp
@@ -61,14 +61,14 @@ void TrackDependencies::checkDependencies(Task* task, TasksQueue* tq) {
 	if(task->getNumberDependencies() == task->getNumberDependenciesSolved()){
 		// It always starts empty, and tasks are added as they are dispatched for execution
 		tq->insertTask(task);
-		std::cout << "[dependency_test] stage " << task->getId() << " is solved: " 
-			<< task->getNumberDependenciesSolved() << " out of "
-			<< task->getNumberDependencies() << std::endl;
+		// std::cout << "[dependency_test] stage " << task->getId() << " is solved: " 
+		// 	<< task->getNumberDependenciesSolved() << " out of "
+		// 	<< task->getNumberDependencies() << std::endl;
 	}else{
 		this->incrementCountTasksPending();
-		std::cout << "[dependency_test] stage " << task->getId() << " is pending with " 
-			<< task->getNumberDependenciesSolved() << " out of "
-			<< task->getNumberDependencies() << " deps solved" << std::endl;
+		// std::cout << "[dependency_test] stage " << task->getId() << " is pending with " 
+		// 	<< task->getNumberDependenciesSolved() << " out of "
+		// 	<< task->getNumberDependencies() << " deps solved" << std::endl;
 	}
 
 	// Unlock dependency map
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
index 6f12c80..dc5299b 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/CMakeLists.txt
@@ -20,6 +20,8 @@ find_path(NSCALE_BUILD_DIR REQUIRED)
 set(nscalesrcdir ${NSCALE_SRC_DIR})
 set(nscalebuilddir ${NSCALE_BUILD_DIR})
 
+# dependencies for FGO
+#add_subdirectory("fg_reuse")
 
 #includes
 include_directories(${nscalesrcdir}/segment)
@@ -36,10 +38,17 @@ link_directories(${nscalebuilddir}/lib)
 # Create library with components implementation
 set(libname componentnsdifffgo)
 
+# Json lib
+set(libjson json/jsoncpp.cpp)
+
+# Stages lib - For some reason the subdirectory doesn't work (on PipelineManager.cpp:813 the ComponentFactory appear not to be linked with the stages lib)
+#include_directories(${CMAKE_CURRENT_LIST_DIR}/stages)
+#link_directories(${CMAKE_CURRENT_LIST_DIR}/stages)
+#add_subdirectory("stages")
+set(libstages stages/NormalizationComp.cpp stages/Segmentation.cpp stages/FeatureExtraction.cpp stages/TaskFeatures.cpp stages/DiffMaskComp.cpp)
+
 # Source files used by the Runtime System
-set(libcomponentssrcs NormalizationComp.cpp Segmentation.cpp FeatureExtraction.cpp
-         TaskFeatures.cpp DiffMaskComp.cpp jsoncpp.cpp graph/min_cut.cpp graph/reuse_tree.cpp
-         merging.cpp fgm.cpp cutting_algorithms.cpp)
+set(libcomponentssrcs fg_reuse/graph/min_cut.cpp fg_reuse/graph/reuse_tree.cpp fg_reuse/merging.cpp fg_reuse/fgm.cpp fg_reuse/cutting_algorithms.cpp parsing.cpp parsing_helper.cpp)
 
 set(libcomparativeanalysis ../../comparativeanalysis/TaskDiffMask.cpp
             ../../comparativeanalysis/pixelcompare/PixelCompare.cpp)
@@ -48,11 +57,12 @@ set(libcomparativeanalysis ../../comparativeanalysis/TaskDiffMask.cpp
 add_custom_target(copyCacheConfToPipelineRTFS-NS-Diff-FGO COMMAND ${CMAKE_COMMAND} -E copy ${CMAKE_CURRENT_SOURCE_DIR}/cache-conf/rtconf.xml ${CMAKE_CURRENT_BINARY_DIR})
 
 # Add rule to generate the Runtime System, as a shared library (.so)
-add_library("${libname}" SHARED ${libcomponentssrcs} ${libcomparativeanalysis})
+add_library("${libname}" SHARED ${libcomponentssrcs} ${libcomparativeanalysis} ${libjson} ${libstages})
 
 #set_target_properties("${libname}" PROPERTIES LINK_FLAGS "${MPI_LINK_FLAGS}") 
 target_link_libraries("${libname}" runtimesystem)
 target_link_libraries(${libname} regiontemplates)
+#target_link_libraries(${libname} componentnsdifffgostages)
 
 # nscale libs
 target_link_libraries("${libname}" segment normalization featuresAll ${OpenCV_LIBS})
@@ -64,3 +74,4 @@ add_dependencies(PipelineRTFS-NS-Diff-FGO copyCacheConfToPipelineRTFS-NS-Diff-FG
 # Link the executable to the runtime system library
 target_link_libraries(PipelineRTFS-NS-Diff-FGO runtimesystem "${libname}")
 target_link_libraries(PipelineRTFS-NS-Diff-FGO regiontemplates)
+#target_link_libraries(PipelineRTFS-NS-Diff-FGO componentnsdifffgostages)
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
index 45c5fb7..8bde382 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/PipelineManager.cpp
@@ -9,131 +9,38 @@
 #include <map>
 #include <list>
 #include <vector>
-#include <regex>
 #include <cfloat>
 #include <algorithm>
 
 #include <omp.h>
 
-#include "json/json.h"
-
 #include "SysEnv.h"
 #include "Argument.h"
 #include "PipelineComponentBase.h"
 #include "RTPipelineComponentBase.h"
 #include "RegionTemplateCollection.h"
 #include "ReusableTask.hpp"
-#include "graph/min_cut.hpp"
-#include "graph/reuse_tree.hpp"
-
-#include "merging.hpp"
-#include "fgm.hpp"
-
-using namespace std;
-
-namespace parsing {
-enum port_type_t {
-	int_t, string_t, float_t, float_array_t, rt_t, error
-};
-}
-
-// general xml field structure
-typedef struct {
-	string type;
-	string data;
-} general_field_t;
-
-void mapprint(map<int, ArgumentBase*> mapp) {
-	for (pair<int, ArgumentBase*> p : mapp)
-		cout << p.first << ":" << p.second->getName() << endl;
-}
-
-void mapprint(map<int, list<ArgumentBase*>> mapp) {
-	for (pair<int, list<ArgumentBase*>> p : mapp) {
-	// for (map<int, ArgumentBase*>::iterator i=map.begin(); i!=map.end();i++)
-		cout << p.first << ":" << endl;
-		for (ArgumentBase* a : p.second)
-			cout << "\t" << a->getName() << ":" << a->toString() << endl;
-	}
-}
 
-void mapprint(map<int, PipelineComponentBase*> mapp) {
-	for (map<int, PipelineComponentBase*>::iterator i=mapp.begin(); i!=mapp.end();i++)
-		cout << i->first << ":" << i->second->getName() << endl;
-}
-
-void listprint(list<PipelineComponentBase*> mapp) {
-	for (list<PipelineComponentBase*>::iterator i=mapp.begin(); i!=mapp.end();i++)
-		cout << (*i)->getId() << ":" << (*i)->getName() << endl;
-}
-
-void adj_mat_print(mincut::weight_t** adjMat, size_t n) {
-	for (int i=0; i<n; i++) {
-		for (int j=0; j<n; j++) {
-			cout << adjMat[i][j] << "\t";
-		}
-		cout << endl;
-	}
-}
-
-void adj_mat_print(mincut::weight_t** adjMat, map<size_t, int> id2task, size_t n) {
-	cout << "x\t";
-	for (int i=0; i<n; i++)
-		cout << id2task[i] << "\t";
-	cout << endl;
-	for (int i=0; i<n; i++) {
-		cout << id2task[i] << "\t";
-		for (int j=0; j<n; j++) {
-			cout << adjMat[i][j] << "\t";
-		}
-		cout << endl;
-	}
-}
+#include "parsing.hpp"
 
-int find_arg_pos(string s, int argc, char** argv);
+#include "fg_reuse/merging.hpp"
+#include "fg_reuse/fgm.hpp"
 
-// Workflow parsing functions
-void get_inputs_from_file(FILE* workflow_descriptor, map<int, ArgumentBase*> &workflow_inputs, 
-	map<int, list<ArgumentBase*>> &parameters_values);
-void get_outputs_from_file(FILE* workflow_descriptor, map<int, ArgumentBase*> &workflow_outputs);
-void get_stages_from_file(FILE* workflow_descriptor, map<int, PipelineComponentBase*> &base_stages, 
-	map<int, ArgumentBase*> &interstage_arguments);
-void connect_stages_from_file(FILE* workflow_descriptor, map<int, PipelineComponentBase*> &base_stages, 
-	map<int, ArgumentBase*> &interstage_arguments, map<int, ArgumentBase*> &input_arguments,
-	map<int, list<int>> &deps, map<int, ArgumentBase*> &workflow_outputs);
-void expand_stages(const map<int, ArgumentBase*> &args, map<int, list<ArgumentBase*>> args_values, 
-	map<int, ArgumentBase*> &expanded_args,map<int, PipelineComponentBase*> stages,
-	map<int, PipelineComponentBase*> &expanded_stages, map<int, ArgumentBase*> &workflow_outputs);
+#include "debug_funs.hpp"
 
+using namespace std;
 
-// TODO: place these two on a cgm namespace. currently on fgm.cpp
+// Workflow generation functions
 void generate_drs(RegionTemplate* rt, const map<int, ArgumentBase*> &expanded_args);
 void generate_drs(RegionTemplate* rt, PipelineComponentBase* stage,
 	const std::map<int, ArgumentBase*> &expanded_args);
 void add_arguments_to_stages(map<int, PipelineComponentBase*> &merged_stages, 
 	map<int, ArgumentBase*> &merged_arguments, string name="tile");
-
-
 void generate_pre_defined_stages(FILE* parameters_values_file, map<int, ArgumentBase*> args, 
 	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*>& workflow_outputs, 
 	map<int, ArgumentBase*>& expanded_args, map<int, PipelineComponentBase*>& expanded_stages,
 	bool use_coarse_grain=true, bool clustered_generation=false);
 
-// Workflow parsing helper functions
-list<string> line_buffer;
-int get_line(char** line, FILE* f);
-string get_workflow_name(FILE* workflow);
-string get_workflow_field(FILE* workflow, string field);
-void get_workflow_arguments(FILE* workflow, list<ArgumentBase*> &output_arguments);
-vector<general_field_t> get_all_fields(FILE* workflow, string start, string end);
-PipelineComponentBase* find_stage(map<int, PipelineComponentBase*> stages, string name);
-int find_stage_id(map<int, PipelineComponentBase*> stages, string name);
-ArgumentBase* find_argument(const map<int, ArgumentBase*>& arguments, string name);
-ArgumentBase* find_argument(const list<ArgumentBase*>& arguments, int id);
-ArgumentBase* find_argument(const list<ArgumentBase*>& arguments, string name);
-ArgumentBase* new_typed_arg_base(string type);
-parsing::port_type_t get_port_type(string s);
-
 int main(int argc, char* argv[]) {
 
 	// verify arguments
@@ -206,24 +113,9 @@ int main(int argc, char* argv[]) {
 		map<int, list<ArgumentBase*>> parameters_values;
 		get_inputs_from_file(workflow_descriptor, workflow_inputs, parameters_values);
 
-		// cout << "workflow_inputs:" << endl;
-		// for (pair<int, ArgumentBase*> p : workflow_inputs)
-		// 	cout << p.first << ":" << p.second->getName() << endl;
-
-		// cout << endl << "parameters_values:" << endl;
-		// for (pair<int, list<ArgumentBase*>> p : parameters_values) {
-		// 	cout << "argument " << p.first << ":" << workflow_inputs[p.first]->getName() << ":" << endl;
-		// 	for (ArgumentBase* a : p.second)
-		// 		cout << "\t" << a->toString() << endl;
-		// }
-
 		// get all workflow outputs
 		map<int, ArgumentBase*> workflow_outputs;
 		get_outputs_from_file(workflow_descriptor, workflow_outputs);
-		// cout << endl << "workflow_outputs " << endl;
-		// mapprint(workflow_outputs);
-		// for (pair<int, ArgumentBase*> p : workflow_outputs)
-		// 	cout << p.second->getId() << ":" << p.second->getName() << endl;
 
 		// get all stages, also setting the uid from this context to Task (i.e Task::setId())
 		// also returns the list of arguments used
@@ -231,24 +123,6 @@ int main(int argc, char* argv[]) {
 		map<int, PipelineComponentBase*> base_stages;
 		map<int, ArgumentBase*> interstage_arguments;
 		get_stages_from_file(workflow_descriptor, base_stages, interstage_arguments);
-		// cout << endl << "base_stages:" << endl;
-		// for (pair<int, PipelineComponentBase*> p : base_stages) {
-		// 	cout << p.first << ":" << p.second->getName() << endl;
-		// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl << endl;
-		// 	for (int i : p.second->getOutputs())
-		// 		cout << "\t\t" << i << ":" << interstage_arguments[i]->getName() << endl;
-		// 	cout << "\t task descriptors:" << endl;
-		// 	for (pair<string, list<ArgumentBase*>> d : p.second->tasksDesc) {
-		// 		cout << "\t\ttask: " << d.first << endl;
-		// 		for (ArgumentBase* a : d.second)
-		// 			cout << "\t\t\t" << a->getName() << endl;
-		// 	}
-		// }
-
-
-		// cout << endl << "interstage_arguments:" << endl;
-		// for (pair<int, ArgumentBase*> p : interstage_arguments)
-		// 	cout << p.first << ":" << p.second->getName() << endl;
 
 		// this map is a dependency structure: stage -> dependency_list
 		map<int, list<int>> deps;
@@ -260,25 +134,6 @@ int main(int argc, char* argv[]) {
 		for (pair<int, ArgumentBase*> a : interstage_arguments)
 			all_argument[a.first] = a.second;
 
-		// mapprint(all_argument);
-
-		// cout << endl << "all_arguments:" << endl;
-		// for (pair<int, ArgumentBase*> p : all_argument) {
-		// 	cout << p.second->getId() << ":" << p.second->getName() 
-		// 		<< " parent " << p.second->getParent() << endl;
-		// }
-
-		// cout << endl << "connected base_stages:" << endl;
-		// for (pair<int, PipelineComponentBase*> p : base_stages) {
-		// 	cout << p.first << ":" << p.second->getName() << endl;
-		// 	cout << "\tinputs: " << p.second->getInputs().size() << endl;
-		// 	for (int i : p.second->getInputs())
-		// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
-		// 	cout << "\toutputs: " << p.second->getOutputs().size() << endl;
-		// 	for (int i : p.second->getOutputs())
-		// 		cout << "\t\t" << i << ":" << all_argument[i]->getName() << endl;
-		// }
-
 		//------------------------------------------------------------
 		// Iterative merging of stages
 		//------------------------------------------------------------
@@ -298,25 +153,10 @@ int main(int argc, char* argv[]) {
 		generate_pre_defined_stages(parameters_values_file, args, base_stages, workflow_outputs, 
 			expanded_args, expanded_stages, use_coarse_grain);
 
-		cout << endl<< "merged: " << endl;
-		for (pair<int, PipelineComponentBase*> p : expanded_stages) {
-			cout << "stage " << p.second->getId() << ":" << p.second->getName() << endl;
-			cout << "\tinputs: " << endl;
-			for (int i : p.second->getInputs())
-				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << " = " 
-					<< expanded_args[i]->toString() << endl;
-			cout << "\toutputs: " << endl;
-			for (int i : p.second->getOutputs())
-				cout << "\t\t" << i << ":" << expanded_args[i]->getName() << endl;
-		}
-
-		// cout << endl << "merged args" << endl;
-		// for (pair<int, ArgumentBase*> p : expanded_args)
-		// 	cout << "\t" << p.first << ":" << p.second->getName() << " = " 
-		// 		<< p.second->toString() << " sized: " << p.second->size() << endl;
+		// mapprint(expanded_stages, expanded_args);
+		// mapprint(expanded_args);
 
 		// add arguments to each stage
-		cout << endl << "add_arguments_to_stages" << endl;
 		add_arguments_to_stages(expanded_stages, expanded_args);
 
 		map<int, PipelineComponentBase*> merged_stages;
@@ -335,17 +175,6 @@ int main(int argc, char* argv[]) {
 		merge_time_f << merge_time << "\t";
 		merge_time_f.close();
 
-		// cout << endl<< "merged-fine before deps resolution: " << endl;
-		// for (pair<int, PipelineComponentBase*> p : merged_stages) {
-		// 	string s = p.second->reused!=NULL?" - reused":"";
-		// 	cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-		// 	cout << "\ttasks: " << endl;
-		// 	for (ReusableTask* t : p.second->tasks) {
-		// 		cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-		// 		cout << "\t\t\tparent_task: " << t->parentTask << endl;
-		// 	}
-		// }
-
 		// resolve dependencies of reused stages
 		for (pair<int, PipelineComponentBase*> p : merged_stages) {
 			// add correct stage dependencies 
@@ -378,34 +207,8 @@ int main(int argc, char* argv[]) {
 					}
 				}
 			}
-
-			// replace arguments with clones to avoid double free when stages are finished
-			// map<int, ArgumentBase*> args_clones;
-			// for (ArgumentBase* a : p.second->getArguments()) {
-			// 	ArgumentBase* cpy = a->clone();
-			// 	cpy->setId(new_uid());
-			// 	args_clones[a->getId()] = cpy;
-			// }
-			// for (pair<int, ArgumentBase*> a : args_clones) 
-			// 	p.second->replaceArgument(a.first, a.second);
 		}
 
-		// ofstream solution_file;
-		// solution_file.open("fine-grain-merging-solution-b" + to_string(max_bucket_size), ios::app);
-		// cout << endl<< "merged-fine: " << endl;
-		// solution_file << endl<< "merged-fine: " << endl;
-		// for (pair<int, PipelineComponentBase*> p : merged_stages) {
-		// 	string s = p.second->reused!=NULL ? " - reused" : (" with " + to_string(p.second->tasks.size()) + " tasks");
-		// 	cout << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-		// 	solution_file << "stage " << p.second->getId() << ":" << p.second->getName() << s << endl;
-		// 	cout << "\ttasks: " << endl;
-		// 	for (ReusableTask* t : p.second->tasks) {
-		// 		cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-		// 		cout << "\t\t" << t->getId() << ":" << t->getTaskName() << endl;
-		// 	}
-		// }
-		// solution_file.close();
-
 		//------------------------------------------------------------
 		// Add workflows to Manager to be executed
 		//------------------------------------------------------------
@@ -424,7 +227,6 @@ int main(int argc, char* argv[]) {
 			if (s.second->reused == NULL) {
 
 				// generate the data regions for each stage
-				cout << endl << "generate_drs" << endl;
 				generate_drs(((RTPipelineComponentBase*)s.second)->
 					getRegionTemplateInstance("tile"), s.second, expanded_args);
 
@@ -452,11 +254,6 @@ int main(int argc, char* argv[]) {
 
 				// workaround to make sure that the RTs, if any, won't leak on this part of the algorithm
 				s.second->setLocation(PipelineComponentBase::MANAGER_SIDE);
-
-				// cout << "[dependency_test] stage " << s.second->getId() << " with " 
-				// 	<< s.second->getNumberDependencies() << " dependencies and " 
-				// 	<< s.second->getNumberDependenciesSolved() << " solved." << endl;
-
 				sysEnv.executeComponent(s.second);
 			}
 		}
@@ -505,441 +302,112 @@ int main(int argc, char* argv[]) {
 }
 
 /***************************************************************/
-/***************** Arguments parsing functions *****************/
-/***************************************************************/
-
-int find_arg_pos(string s, int argc, char** argv) {
-	for (int i=1; i<argc; i++)
-		if (string(argv[i]).compare(s)==0)
-			return i;
-	return -1;
-}
-
-/***************************************************************/
-/***************** Workflow parsing functions ******************/
+/**************** Workflow generation functions ****************/
 /***************************************************************/
 
-// returns by reference a map of input arguments to an uid from 'workflow_descriptor' with the
-// list if all possible values each argument can get on a separate map, linked with the same uid
-void get_inputs_from_file(FILE* workflow_descriptor, 
-	map<int, ArgumentBase*> &workflow_inputs, 
-	map<int, list<ArgumentBase*>> &parameters_values) {
-
-	char *line = NULL;
-	size_t len = 0;
-
-	// initial ports section beginning and end
-	string ip("<inputPorts>");
-	string ipe("</inputPorts>");
-	
-	// ports section beginning and end
-	string p("<port>");
-	string pe("</port>");
-
-	// argument name, stored before to be consumed when the ArgumentBase type can be set
-	string name;
-
-	// go to the initial ports beginning
-	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ip) == string::npos)
-		delete line;
-	// cout << "port init begin: " << line << endl;
-
-	// keep getting ports until it reaches the end of initial ports
-	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ipe) == string::npos) {
-		// consumes the port beginning
-		while (string(line).find(p) == string::npos && get_line(&line, workflow_descriptor) != -1) {
-			delete line;
-			line = NULL;
-		}
-
-		if (line != NULL)
-			delete line;
-		// cout << "port begin: " << line << endl;
-
-		// finds the name field
-		name = get_workflow_name(workflow_descriptor);
-		// cout << "name: " << name << endl;
-
-		// finds the description field
-		string description = get_workflow_field(workflow_descriptor, "text");
-		// cout << "description: " << description << endl;
-
-		// parse the description to get the input value(s)
-		Json::Reader reader;
-		bool wellFormed;
-		Json::Value data;
 
-		wellFormed = reader.parse(description, data, false);
-		if(!wellFormed) {
-			cout << "Failed to parse JSON: " << description << endl << reader.getFormattedErrorMessages() << endl;
-			exit(-3);
-		}
-
-		// create the propper Argument object for each type case also getting
-		// the parameters' values
-		ArgumentBase* inp_arg;
-		list<ArgumentBase*> inp_values;
-		switch (get_port_type(data["type"].asString())) {
-			case parsing::int_t:
-				// create the argument
-				inp_arg = new ArgumentInt();
-				// cout << "int argument: " << name << ", values: " << endl;		
-				// get all possible values for the argument
-				for (int i=0; i<data["values"].size(); i++) {
-					ArgumentBase* val = new ArgumentInt(data["values"][i].asInt());
-					// cout << ((ArgumentInt*)val)->toString() << endl;
-					inp_values.emplace_back(val);
-				}
-				// cout << endl;
-				break;
-			case parsing::string_t:
-				// create the argument
-				inp_arg = new ArgumentString();
-				// cout << "string argument: " << name << ", values: " << endl;		
-				// get all possible values for the argument
-				for (int i=0; i<data["values"].size(); i++) {
-					ArgumentBase* val = new ArgumentString(data["values"][i].asString());
-					// cout << ((ArgumentString*)val)->toString() << endl;
-					inp_values.emplace_back(val);
-				}
-				// cout << endl;
-				break;
-			case parsing::float_t:
-				// create the argument
-				inp_arg = new ArgumentFloat();
-				// cout << "float argument: " << name << ", values: " << endl;		
-				// get all possible values for the argument
-				for (int i=0; i<data["values"].size(); i++) {
-					ArgumentBase* val = new ArgumentFloat(data["values"][i].asFloat());
-					// cout << ((ArgumentFloat*)val)->toString() << endl;
-					inp_values.emplace_back(val);
-				}
-				// cout << endl;
-				break;
-			case parsing::float_array_t:
-				// create the argument
-				inp_arg = new ArgumentFloatArray();
-				// cout << "floatarray argument: " << name << ", values: " << endl;		
-				// get all possible values for the argument
-				for (int i=0; i<data["values"].size(); i++) {
-					ArgumentBase* val = new ArgumentFloatArray();
-					// cout << "[";
-					for (int j=0; j<data["values"][i].size(); j++) {
-						ArgumentFloat temp(data["values"][i][j].asFloat());
-						((ArgumentFloatArray*)val)->addArgValue(temp);
-						// cout << temp.toString() << endl;
-					}
-					// cout << "]";
-					inp_values.emplace_back(val);
-				}
-				// cout << endl;
-				break;
-			case parsing::rt_t:
-				// create the argument
-				inp_arg = new ArgumentRT();
-				// cout << "string argument: " << name << ", values: " << endl;		
-				// get all possible values for the argument
-				for (int i=0; i<data["values"].size(); i++) {
-					ArgumentBase* val = new ArgumentRT(data["values"][i].asString());
-					((ArgumentRT*)val)->isFileInput = true;
-					// cout << ((ArgumentString*)val)->toString() << endl;
-					inp_values.emplace_back(val);
-				}
-				// cout << endl;
-				break;
-			default:
-				exit(-4);
-		}
-
-		// set inp_arg name, id and input type
-		inp_arg->setName(name);
-		int arg_id = new_uid();
-		inp_arg->setId(arg_id);
-		inp_arg->setIo(ArgumentBase::input);
-
-		// add input argument to map
-		workflow_inputs[arg_id] = inp_arg;
-
-		// add list of argument values to map
-		parameters_values[arg_id] = inp_values;
-
-		// consumes the port ending
-		while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pe) == string::npos)
-			delete line;
-			// cout << "not port end: " << line << endl;
-		// cout << "port end: " << line << endl;
-	}
-}
-
-// returns by reference a map of output arguments, mapped by an uid, 'workflow_outputs'
-void get_outputs_from_file(FILE* workflow_descriptor, map<int, ArgumentBase*> &workflow_outputs) {
-
-	char *line = NULL;
-	size_t len = 0;
-
-	// initial ports section beginning and end
-	string ip("<outputPorts>");
-	string ipe("</outputPorts>");
-	
-	// ports section beginning and end
-	string p("<port>");
-	string pe("</port>");
-
-	// go to the initial ports beginning
-	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ip) == string::npos)
-		delete line;
-	// cout << "port init begin: " << line << endl;
-
-	// keep getting ports until it reaches the end of initial ports
-	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ipe) == string::npos) {
-		// consumes the port beginning
-		while (string(line).find(p) == string::npos && get_line(&line, workflow_descriptor) != -1) {
-			delete line;
-			line = NULL;
-		}
-		if (line != NULL)
-			delete line;
-		// cout << "port begin: " << line << endl;
-
-		// finds the name field
-		string name = get_workflow_name(workflow_descriptor);
-		// cout << "name: " << name << endl;
-
-		// finds the description field
-		string description = get_workflow_field(workflow_descriptor, "text");
-		// cout << "description: " << description << endl;
-
-		// parse the description to get the input value(s)
-		Json::Reader reader;
-		bool wellFormed;
-		Json::Value data;
-
-		wellFormed = reader.parse(description, data, false);
-		if(!wellFormed) {
-			cout << "Failed to parse JSON: " << description << endl << reader.getFormattedErrorMessages() << endl;
-			exit(-3);
-		}
-
-		// create the propper Argument object for each type case also getting
-		// the parameters' values
-		ArgumentBase* out_arg;
-		switch (get_port_type(data["type"].asString())) {
-			case parsing::int_t:
-				// create the argument
-				out_arg = new ArgumentInt();
-				// cout << "int output: " << name << endl;		
-				break;
-			case parsing::string_t:
-				// create the argument
-				out_arg = new ArgumentString();
-				// cout << "string output: " << name << endl;		
-				break;
-			case parsing::float_t:
-				// create the argument
-				out_arg = new ArgumentFloat();
-				// cout << "float output: " << name << endl;		
-				break;
-			case parsing::float_array_t:
-				// create the argument
-				out_arg = new ArgumentFloatArray();
-				// cout << "floatarray output: " << name << endl;		
-				break;
-			case parsing::rt_t:
-				// create the argument
-				out_arg = new ArgumentRT();
-				// cout << "string output: " << name << endl;		
-				break;
-			default:
-				exit(-4);
+void generate_drs(RegionTemplate* rt, 
+	const std::map<int, ArgumentBase*> &expanded_args) {
+
+	// verify every argument
+	for (pair<int, ArgumentBase*> p : expanded_args) {
+		// if an argument is a region template data region
+		if (p.second->getType() == ArgumentBase::RT) {
+			if (((ArgumentRT*)p.second)->isFileInput) {
+				// create the data region and add it to the input region template
+				DenseDataRegion2D *ddr2d = new DenseDataRegion2D();
+				ddr2d->setName(p.second->getName());
+				std::ostringstream oss;
+				oss << p.first;
+				ddr2d->setId(oss.str());
+				ddr2d->setVersion(p.first);
+				ddr2d->setIsAppInput(true);
+				ddr2d->setInputType(DataSourceType::FILE_SYSTEM);
+				ddr2d->setOutputType(DataSourceType::FILE_SYSTEM);
+				ddr2d->setInputFileName(p.second->toString());
+				rt->insertDataRegion(ddr2d);
+			}
 		}
-		
-		out_arg->setName(name);
-		out_arg->setIo(ArgumentBase::output);
-		int new_id = new_uid();
-		out_arg->setId(new_id);
-		workflow_outputs[new_id] = out_arg;
-
-		// consumes the port ending
-		while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pe) == string::npos)
-			delete line;
-			// get_line << "not port end: " << line << endl;
-		// cout << "port end: " << line << endl;
 	}
-	// cout << "port init end: " << line << endl;
 }
 
-// returns by reference the map of stages on its uid, 'base_stages', and also a map
-// of all output arguments of all stages on its uid, 'interstage_arguments'.
-void get_stages_from_file(FILE* workflow_descriptor, 
-	map<int, PipelineComponentBase*> &base_stages, 
-	map<int, ArgumentBase*> &interstage_arguments) {
-
-	char *line = NULL;
-	size_t len = 0;
-
-	string ps("<processors>");
-	string pse("</processors>");
-
-	string p("<processor>");
-	string pe("</processor>");
-
-	// go to the processors beginning
-	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ps) == string::npos)
-		delete line;
-		// cout << "not processor init begin: " << line << endl;
-	 // cout << "processor init begin: " << line << endl;
-
-	// keep getting single processors until it reaches the end of all processors
-	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pse) == string::npos) {
-		// consumes the processor beginning
-		while (string(line).find(p) == string::npos && get_line(&line, workflow_descriptor) != -1) {
-			delete line;
-			line = NULL;
-		}
-
-		if (line != NULL)
-			delete line;
-
-		// cout << "processor begin: " << line << endl;
-
-		// get stage fields
-		string name = get_workflow_name(workflow_descriptor);
-		// cout << "name: " << name << endl;
-
-		// get stage command
-		string command = get_workflow_field(workflow_descriptor, "command");
-		// cout << "command: " << command << endl;
-
-		PipelineComponentBase* stage = PipelineComponentBase::ComponentFactory::getComponentFactory(command)();
-		stage->setName(name);
-
-		// workaround to make sure that the RTs, if any, won't leak on the mearging part of the algorithm
-		stage->setLocation(PipelineComponentBase::WORKER_SIDE);
-
-		// get outputs and add them to the map of arguments
-		// list<string> inputs = get_workflow_ports(workflow_descriptor, "inputPorts");
-		// cout << "outputs:" << endl;
-		list<ArgumentBase*> outputs;
-		get_workflow_arguments(workflow_descriptor, outputs);
-		for(list<ArgumentBase*>::iterator i=outputs.begin(); i!=outputs.end(); i++) {
-			// cout << "\t" << (*i)->getId() << ":" << (*i)->getName() << endl;
-			interstage_arguments[(*i)->getId()] = *i;
-			stage->addOutput((*i)->getId());
+void generate_drs(RegionTemplate* rt, PipelineComponentBase* stage,
+	const std::map<int, ArgumentBase*> &expanded_args) {
+
+	// verify every argument
+	for (int inp : stage->getInputs()) {
+		// if an argument is a region template data region
+		if (expanded_args.at(inp)->getType() == ArgumentBase::RT) {
+			// if (((ArgumentRT*)expanded_args.at(inp))->isFileInput) {
+				// create the data region and add it to the input region template
+				DenseDataRegion2D *ddr2d = new DenseDataRegion2D();
+				ddr2d->setName(expanded_args.at(inp)->getName());
+				std::ostringstream oss;
+				oss << inp;
+				ddr2d->setId(oss.str());
+				ddr2d->setVersion(inp);
+				ddr2d->setIsAppInput(true);
+				ddr2d->setInputType(DataSourceType::FILE_SYSTEM);
+				ddr2d->setOutputType(DataSourceType::FILE_SYSTEM);
+				ddr2d->setInputFileName(expanded_args.at(inp)->toString());
+				rt->insertDataRegion(ddr2d);
+			// }
 		}
-
-		int stg_id = new_uid();
-		// cout << "uid: " << stg_id << endl;
-		// setting task id
-		stage->setId(stg_id);
-		base_stages[stg_id] = stage;
-
-		// consumes the processor ending
-		while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pe) == string::npos)
-			delete line;
-			// cout << "not processor end: " << line << endl;
-		// cout << "processor end: " << line << endl;
 	}
 }
 
-// returns by reference the map of stages to its ids updated. each stage now has
-// the list of input ids
-void connect_stages_from_file(FILE* workflow_descriptor, 
-	map<int, PipelineComponentBase*> &base_stages, 
-	map<int, ArgumentBase*> &interstage_arguments,
-	map<int, ArgumentBase*> &input_arguments,
-	map<int, list<int>> &deps,
-	map<int, ArgumentBase*> &workflow_outputs) {
-
-	char *line = NULL;
-	size_t len = 0;
-
-	string ds("<datalinks>");
-	string dse("</datalinks>");
-
-	string d("<datalink>");
-	string de("</datalink>");
-
-	string sink("<sink type=");
-	string sinke("</sink>");
-
-	string source("<source type=");
-	string sourcee("</source>");
-
-	// go to the datalinks beginning
-	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ds) == string::npos)
-		delete line;
-		// cout << "not datalink init begin" << line << endl;
-	// cout << "datalink init begin" << line << endl;
-
-	// keep getting single datalinks until it reaches the end of all datalinks
-	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(dse) == string::npos) {
-		// consumes the datalink beginning
-		while (string(line).find(d) == string::npos && get_line(&line, workflow_descriptor) != -1) {
-			delete line;
-			line = NULL;
-		}
-
-		if (line != NULL)
-			delete line;
-
-		// cout << "datalink begin" << line << endl;
-
-		// get sink and source fields
-		vector<general_field_t> all_sink_fields = get_all_fields(workflow_descriptor, sink, sinke);
-		vector<general_field_t> all_source_fields = get_all_fields(workflow_descriptor, source, sourcee);
-
-		// verify if it's a task sink instead of a workflow sink
-		if (all_sink_fields.size() != 1) {
-			// get the sink stage
-			PipelineComponentBase* sink_stg = find_stage(base_stages, all_sink_fields[0].data);
-			// cout << "stage " << sink_stg->getId() << ":" << sink_stg->getName() << " sink" << endl;
-
-			ArgumentBase* arg;
-			// check whether the source is from the workflow arguments or another stage
-			if (all_source_fields.size() == 1) {
-				// if source is workflow argument:
-				arg = find_argument(input_arguments, all_source_fields[0].data);
-				// cout << "source from workflow is " << arg->getId() << ":" << arg->getName() << endl;
-			} else {
-				// if the source is another stage
-				deps[sink_stg->getId()].emplace_back(find_stage(base_stages, all_source_fields[0].data)->getId());
-				arg = find_argument(interstage_arguments, all_source_fields[1].data);
-				arg->setParent(find_stage(base_stages, all_source_fields[0].data)->getId());
-				// cout << "source from stage " << all_source_fields[0].data << " is " << arg->getId() << ":" 
-				// 	<< arg->getName() << " parent " << arg->getParent() << endl;
+void add_arguments_to_stages(std::map<int, PipelineComponentBase*> &merged_stages, 
+	std::map<int, ArgumentBase*> &merged_arguments, string name) {
+
+	int i=0;
+	for (pair<int, PipelineComponentBase*>&& stage : merged_stages) {
+		// create the RT isntance
+		RegionTemplate *rt = new RegionTemplate();
+		rt->setName(name);
+
+		// add input arguments to stage, adding them as RT as needed
+		for (int arg_id : stage.second->getInputs()) {
+			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
+			new_arg->setParent(merged_arguments[arg_id]->getParent());
+			stage.second->addArgument(new_arg);
+			if (new_arg->getType() == ArgumentBase::RT) {
+				// std::cout << "input RT : " << merged_arguments[arg_id]->getName() << std::endl;
+				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
+				if (((RTPipelineComponentBase*)stage.second)->
+						getRegionTemplateInstance(rt->getName()) == NULL) {
+					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
+				}
+				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(
+					rt->getName(), new_arg->getName(), RTPipelineComponentBase::INPUT);
+			}
+			if (merged_arguments[arg_id]->getParent() != 0) {
+				// verify if the dependency stage was reused
+				int parent = merged_arguments[arg_id]->getParent();
+				// std::cout << "[before]Dependency: " << stage.second->getId() << ":" << stage.second->getName()
+				// 	<< " ->addDependency( " << parent << " )" << std::endl;
+				if (merged_stages[merged_arguments[arg_id]->getParent()]->reused != NULL)
+					parent = merged_stages[merged_arguments[arg_id]->getParent()]->reused->getId();
+				// std::cout << "Dependency: " << stage.second->getId() << ":" << stage.second->getName()
+				// 	<< " ->addDependency( " << parent << " )" << std::endl;
+				((RTPipelineComponentBase*)stage.second)->addDependency(parent);
 			}
-
-			// add the link to the sink stage
-			sink_stg->addInput(arg->getId());
-		} 
-		else {
-			// cout << "workflow argument sink: " << all_sink_fields[0].data << endl;
-			// update workflow output id in order to access it later to retreive the output
-			
-			ArgumentBase* itstg_argument = find_argument(interstage_arguments, all_source_fields[1].data);
-			// cout << "Output " << all_sink_fields[0].data << " connects to argument " << itstg_argument->getId() << 
-			// 	":" << itstg_argument->getName() << endl;
-			ArgumentBase* output = find_argument(workflow_outputs, all_sink_fields[0].data);
-			// cout << "Output " << all_sink_fields[0].data << " had id " << output->getId() << endl;
-			
-			// remove reference of old id from map
-			workflow_outputs.erase(output->getId());
-
-			// update the output id
-			output->setId(itstg_argument->getId());
-			// cout << "Output " << all_sink_fields[0].data << " now has id " << output->getId() << endl;
-			
-			// re-insert the output with the new id
-			workflow_outputs[output->getId()] = output;
 		}
 
-		// consumes the datalink ending
-		bool cond = string(line).find(de) == string::npos;
-		while (cond && get_line(&line, workflow_descriptor) != -1) {
-			cond = string(line).find(de) == string::npos;
-			delete line;
+		// add output arguments to stage, adding them as RT as needed
+		for (int arg_id : stage.second->getOutputs()) {
+			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
+			new_arg->setParent(merged_arguments[arg_id]->getParent());
+			new_arg->setIo(ArgumentBase::output);
+			stage.second->addArgument(new_arg);
+			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
+				// std::cout << "output RT : " << merged_arguments[arg_id]->getName() << std::endl;
+				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
+				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
+					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
+				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName(), 
+					merged_arguments[arg_id]->getName(), RTPipelineComponentBase::OUTPUT);
+			}
 		}
-		// cout << "datalink end" << line << endl;
 	}
 }
 
@@ -1009,11 +477,6 @@ bool all_inps_in(list<int> inps, map<int, list<ArgumentBase*>> ref) {
 	return true;
 }
 
-// WARNING: When using fine-grain reuse with clustered stage generation the merging of stages
-//   can make diff stages be added to be executed (executeComponent) before its dependency,
-//   thus causing the diff stage to have all dependencies solved. Thereby, unless the order
-//   of 'expanded_stages' is fixed before sending the stages to be executed, clustered generation
-//   shouldn't be used with fine-grain reuse.
 void generate_pre_defined_stages(FILE* parameters_values_file, map<int, ArgumentBase*> args, 
 	map<int, PipelineComponentBase*> base_stages, map<int, ArgumentBase*>& workflow_outputs, 
 	map<int, ArgumentBase*>& expanded_args, map<int, PipelineComponentBase*>& expanded_stages,
@@ -1121,61 +584,53 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 	// }
 
 
-	if (clustered_generation) {
-		// convert base_stages to a list for the necessity of the emplace_back operation
-		list<PipelineComponentBase*> base_stages_l;
-		// also create an empty list of arguments of each stage in order to perform coarse-grain merging
-		map<int, map<string, PipelineComponentBase*>> arg_values_list;
-		for (pair<int, PipelineComponentBase*>&& p : base_stages) {
-			base_stages_l.emplace_back(p.second);
-			arg_values_list[p.second->getId()].size();
-		}
-
-		// iterate through each parameter set, creating a workflow for each set
-		for (pair<int, list<ArgumentBase*>>&& par_set : stages_arguments) {
-			// iterate through all stages of the workflow model, generating the stages
-			for (list<PipelineComponentBase*>::iterator p = base_stages_l.begin();
-					p != base_stages_l.end();) {
-
-				// attempt to find a stage witch has all inputs expanded either on the workflow inputs or interstage ones
-				// cout << "checking stage " << (*p)->getName() << " with a parameter_set of size " << par_set.second.size() << endl;
-				if (all_inps_in((*p)->getInputs(), args, input_arguments, args_values)) {
-					// cout << "stage " << (*p)->getName() << " has all inputs" << endl;
+	// keep expanding stages until there is no stage left
+	while (base_stages.size() != 0) {
+		// cout << "base_stages size: " << base_stages.size() << endl;
+		for (pair<int, PipelineComponentBase*> p : base_stages) {
+			// attempt to find a stage witch has all inputs expanded either on the workflow inputs or interstage ones
+			// cout << "checking stage " << p.second->getName() << endl;
+			if (all_inps_in(p.second->getInputs(), args, input_arguments, args_values)) {
+				// cout << "stage " << p.second->getName() << " has all inputs" << endl;
 
-					// A list of concatenated arg values, used as a quick way to verify if a stage with
-					// the same args was already created.
-					// map<string, PipelineComponentBase*> arg_values_list;
+				// A list of concatenated arg values, used as a quick way to verify if a stage with
+				// the same args was already created.
+				map<string, PipelineComponentBase*> arg_values_list;
 
-					PipelineComponentBase* tmp = (*p)->clone();
+				// expands all input values of stage p
+				for (pair<int, list<ArgumentBase*>> as : stages_arguments) {
+					PipelineComponentBase* tmp = p.second->clone();
 					string arg_values = "";
-					// add all arguments from stages_arguments that belong to stage (*p)
-					for (int inp_id : (*p)->getInputs()) {
-						// cout << "checking input " << args[inp_id]->getName() << " of " << (*p)->getName() << endl;
-						for (ArgumentBase* a : par_set.second) {
+					// add all arguments from stages_arguments that belong to stage p.second
+					for (int inp_id : p.second->getInputs()) {
+						// cout << "checking input " << args[inp_id]->getName() << " of " << p.second->getName() << " with " << as.second.size() << " parameters" << endl;
+						for (ArgumentBase* a : as.second) {
 							// cout << "checking arg " << a->getName() << ":" << a->getId() << endl;
 							if (args.at(inp_id)->getName().compare(a->getName())==0) {
 								arg_values += to_string(a->getId());
 								tmp->addInput(a->getId());
+								// tmp->addArgument(a->clone());
 								// cout << "added arg " << a->getName() << ":" << a->getId() << " = " << a->toString() << endl;
 								break;
 							}
 						}
 					}
-					// cout << "[arg_values] " << arg_values << endl;
 
-					map<string, PipelineComponentBase*>::iterator it = arg_values_list[tmp->getId()].find(arg_values);
+					// cout << "[arg_values] " << arg_values << endl;
+					map<string, PipelineComponentBase*>::iterator it = arg_values_list.find(arg_values);
 					// verify if there is no other stage with the same values
-					if (it == arg_values_list[tmp->getId()].end() || !use_coarse_grain) {
+					if (it == arg_values_list.end() || !use_coarse_grain) {
 						// add current stage and args values to be compared later
-						arg_values_list[tmp->getId()][arg_values] = tmp;
+						arg_values_list[arg_values] = tmp;
 
 						// finishes to generate the stage
-						tmp->setId(new_uid());
-						tmp->setName((*p)->getName());
+						int id = new_uid();
+						tmp->setId(id);
+						tmp->setName(p.second->getName());
 						tmp->setLocation(PipelineComponentBase::WORKER_SIDE);
 
 						// generate outputs
-						for (int out_id : (*p)->getOutputs()) {
+						for (int out_id : p.second->getOutputs()) {
 							int new_id = new_uid();
 							ArgumentBase* ab_cpy = args.at(out_id)->clone();
 							ab_cpy->setName(args.at(out_id)->getName());
@@ -1184,31 +639,7 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 							tmp->replaceOutput(out_id, new_id);						
 							
 							// add stage's output arguments to current workflow's argument list
-
-							// cout << "[]" << endl;
-							// for (ArgumentBase* sss : stages_arguments[par_set.first])
-							// 	cout << "\t" << sss->getId() << ":" << sss->getName() << " = " << sss->toString() << endl;
-							// cout << "second" << endl;
-							// for (ArgumentBase* sss : par_set.second)
-							// 	cout << "\t" << sss->getId() << ":" << sss->getName() << " = " << sss->toString() << endl;
-							
-							stages_arguments[par_set.first].push_back(ab_cpy);
-
-							// cout << "[]" << endl;
-							// for (ArgumentBase* sss : stages_arguments[par_set.first])
-							// 	cout << "\t" << sss->getId() << ":" << sss->getName() << " = " << sss->toString() << endl;
-							// cout << "second" << endl;
-							// for (ArgumentBase* sss : par_set.second)
-							// 	cout << "\t" << sss->getId() << ":" << sss->getName() << " = " << sss->toString() << endl;
-							
-							par_set.second.push_back(ab_cpy);
-
-							// cout << "[]" << endl;
-							// for (ArgumentBase* sss : stages_arguments[par_set.first])
-							// 	cout << "\t" << sss->getId() << ":" << sss->getName() << " = " << sss->toString() << endl;
-							// cout << "second" << endl;
-							// for (ArgumentBase* sss : par_set.second)
-							// 	cout << "\t" << sss->getId() << ":" << sss->getName() << " = " << sss->toString() << endl;
+							stages_arguments[as.first].emplace_back(ab_cpy);
 
 							// add output to interstage args map
 							args_values.emplace_back(ab_cpy);
@@ -1222,104 +653,17 @@ void generate_pre_defined_stages(FILE* parameters_values_file, map<int, Argument
 							// add reused stage's output arguments to current workflow's argument list
 							// cout << "reusing stage " << out_id << " from workflow "
 							// 	<< it->second->getId() << endl;
-							stages_arguments[par_set.first].emplace_back(find_argument(args_values, out_id));
-							par_set.second.emplace_back(find_argument(args_values, out_id));
+							stages_arguments[as.first].emplace_back(find_argument(args_values, out_id));
 						}
 
 						// TODO: solve mem leaking
 						// delete tmp;
 					}
-					p++;
-				} else {
-					// since the stage isn't yet ready, replace it in the last position of the stage list
-					// cout << "stage " << (*p)->getName() << " doesen't have all inputs - being placed last now" << endl;
-					base_stages_l.emplace_back(*p);
-					p = base_stages_l.erase(p);
 				}
-			}		
-		}
-	} else {
-		// keep expanding stages until there is no stage left
-		while (base_stages.size() != 0) {
-			// cout << "base_stages size: " << base_stages.size() << endl;
-			for (pair<int, PipelineComponentBase*> p : base_stages) {
-				// attempt to find a stage witch has all inputs expanded either on the workflow inputs or interstage ones
-				// cout << "checking stage " << p.second->getName() << endl;
-				if (all_inps_in(p.second->getInputs(), args, input_arguments, args_values)) {
-					// cout << "stage " << p.second->getName() << " has all inputs" << endl;
-
-					// A list of concatenated arg values, used as a quick way to verify if a stage with
-					// the same args was already created.
-					map<string, PipelineComponentBase*> arg_values_list;
-
-					// expands all input values of stage p
-					for (pair<int, list<ArgumentBase*>> as : stages_arguments) {
-						PipelineComponentBase* tmp = p.second->clone();
-						string arg_values = "";
-						// add all arguments from stages_arguments that belong to stage p.second
-						for (int inp_id : p.second->getInputs()) {
-							// cout << "checking input " << args[inp_id]->getName() << " of " << p.second->getName() << " with " << as.second.size() << " parameters" << endl;
-							for (ArgumentBase* a : as.second) {
-								// cout << "checking arg " << a->getName() << ":" << a->getId() << endl;
-								if (args.at(inp_id)->getName().compare(a->getName())==0) {
-									arg_values += to_string(a->getId());
-									tmp->addInput(a->getId());
-									// tmp->addArgument(a->clone());
-									// cout << "added arg " << a->getName() << ":" << a->getId() << " = " << a->toString() << endl;
-									break;
-								}
-							}
-						}
-
-						// cout << "[arg_values] " << arg_values << endl;
-						map<string, PipelineComponentBase*>::iterator it = arg_values_list.find(arg_values);
-						// verify if there is no other stage with the same values
-						if (it == arg_values_list.end() || !use_coarse_grain) {
-							// add current stage and args values to be compared later
-							arg_values_list[arg_values] = tmp;
-
-							// finishes to generate the stage
-							int id = new_uid();
-							tmp->setId(id);
-							tmp->setName(p.second->getName());
-							tmp->setLocation(PipelineComponentBase::WORKER_SIDE);
-
-							// generate outputs
-							for (int out_id : p.second->getOutputs()) {
-								int new_id = new_uid();
-								ArgumentBase* ab_cpy = args.at(out_id)->clone();
-								ab_cpy->setName(args.at(out_id)->getName());
-								ab_cpy->setId(new_id);
-								ab_cpy->setParent(tmp->getId());
-								tmp->replaceOutput(out_id, new_id);						
-								
-								// add stage's output arguments to current workflow's argument list
-								stages_arguments[as.first].emplace_back(ab_cpy);
-
-								// add output to interstage args map
-								args_values.emplace_back(ab_cpy);
-							}
-							
-							// add stage to final stages list
-							expanded_stages[tmp->getId()] = tmp;
-						} else {
-							// if the stage already exists, reuse it
-							for (int out_id : it->second->getOutputs()) {
-								// add reused stage's output arguments to current workflow's argument list
-								// cout << "reusing stage " << out_id << " from workflow "
-								// 	<< it->second->getId() << endl;
-								stages_arguments[as.first].emplace_back(find_argument(args_values, out_id));
-							}
-
-							// TODO: solve mem leaking
-							// delete tmp;
-						}
-					}
 
-					// remove stage descriptor since it was already solved and break the loop
-					base_stages.erase(p.first);
-					break;
-				}
+				// remove stage descriptor since it was already solved and break the loop
+				base_stages.erase(p.first);
+				break;
 			}
 		}
 	}
@@ -1530,228 +874,3 @@ void expand_stages(const map<int, ArgumentBase*> &args,
 	}
 }
 
-/***************************************************************/
-/************* Workflow parsing helper functions ***************/
-/***************************************************************/
-
-int get_line(char** line, FILE* f) {
-	char* nline;
-	size_t length=0;
-	if (line_buffer.empty()) {
-		if (getline(&nline, &length, f) == -1)
-			return -1;
-		string sline(nline);
-		size_t pos=string::npos;
-		while ((pos = sline.find("><")) != string::npos) {
-			line_buffer.emplace_back(sline.substr(0,pos+1));
-			sline = sline.substr(pos+1);
-		}
-		line_buffer.emplace_back(sline);
-	}
-
-	char* cline = (char*)malloc((line_buffer.front().length()+1)*sizeof(char*));
-	memcpy(cline, line_buffer.front().c_str(), line_buffer.front().length()+1);
-	*line = cline;
-	line_buffer.pop_front();
-	return strlen(*line);
-}
-
-string get_workflow_name(FILE* workflow) {
-	return get_workflow_field(workflow, "name");
-}
-
-string get_workflow_field(FILE* workflow, string field) {
-	char *line = NULL;
-	size_t len = 0;
-	
-	// create field regex
-	regex r ("<" + field + ">[\"\\:\\w {},.~\\/\\[\\]-]+<\\/" + field + ">");
-
-	// get a new line until name is found
-	while (get_line(&line, workflow) != -1) {
-		smatch match;
-		string s(line);
-		regex_search(s, match, r);
-
-		// cout << "line: " << s << endl;
-
-		// if got a name match
-		if (match.size() == 1) {
-			// cout << "field match: " << line << endl;
-			return s.substr(s.find("<" + field + ">")+field.length()+2, 
-				s.find("</" + field + ">")-s.find("<" + field + ">")-field.length()-2);
-		}
-		delete line;
-	}
-
-	return nullptr;
-}
-
-void get_workflow_arguments(FILE* workflow, 
-	list<ArgumentBase*> &output_arguments) {
-
-	char *line = NULL;
-	size_t len = 0;
-
-	// initial ports section beginning and end
-	string ie("<outputs>");
-	string iee("</outputs>");
-	
-	// ports section beginning and end
-	string e("<entry>");
-	string ee("</entry>");
-
-	// go to the initial entries beginning
-	while (get_line(&line, workflow) != -1 && string(line).find(ie) == string::npos) {
-		delete line;
-		line = NULL;
-	}
-	// cout << "port init begin: " << line << endl;
-
-	// keep getting ports until it reaches the end of initial ports
-	while (get_line(&line, workflow) != -1 && string(line).find(iee) == string::npos) {
-		// consumes the port beginning
-		while (string(line).find(e) == string::npos && get_line(&line, workflow) != -1)
-			delete line;
-		// cout << "port begin: " << line << endl;
-
-		// finds the name and field
-		string name = get_workflow_field(workflow, "string");
-
-		// generate an argument
-		string type = get_workflow_field(workflow, "path");
-		ArgumentBase* arg = new_typed_arg_base(type);
-		arg->setName(name);
-		arg->setId(new_uid());
-		output_arguments.emplace_back(arg);
-
-		// consumes the port ending
-		while (get_line(&line, workflow) != -1 && string(line).find(ee) == string::npos) {
-			delete line;
-			// some c++ implementations may not set line to null after delete
-			line = NULL;
-		}
-		// 	cout << "not port end: " << line << endl;
-		// cout << "port end: " << line << endl;
-
-		if (line != NULL) {
-			delete line;
-			line = NULL;
-		}
-
-	}
-
-	if (line != NULL)
-		delete line;
-	// cout << "port init end: " << line << endl;
-}
-
-vector<general_field_t> get_all_fields(FILE* workflow, string start, string end) {
-	char *line = NULL;
-	size_t len = 0;
-	string type;
-	string field;
-	vector<general_field_t> fields;
-	general_field_t general_field;
-
-	// consumes the beginning
-	while (get_line(&line, workflow) != -1 && string(line).find(start) == string::npos)
-		delete line;
-
-	// create general field regex
-	regex r ("<[\\w]+>[\\w ]+<\\/[\\w]+>");
-	
-	// keep fiding fields until the end
-	while (get_line(&line, workflow) != -1 && string(line).find(end) == string::npos) {
-		smatch match;
-		string s(line);
-		regex_search(s, match, r);
-
-		// if got a general field match
-		if (match.size() == 1) {
-			// cout << "general field match: " << line << endl;
-			type = s.substr(s.find("<")+1, s.find(">")-s.find("<")-1);
-			field = s.substr(s.find("<" + type + ">")+type.length()+2, s.find("</" + type + ">")-s.find("<" + type + ">")-type.length()-2);
-			// cout << "type: " << type << ", field: " << field << endl;
-			general_field.type = type;
-			general_field.data = field;
-			fields.push_back(general_field);
-		}
-		delete line;
-	}
-	return fields;
-}
-
-PipelineComponentBase* find_stage(map<int, PipelineComponentBase*> stages, string name) {
-	for (pair<int, PipelineComponentBase*> p : stages)
-		if (p.second->getName().compare(name) == 0)
-			return p.second;
-	return NULL;
-}
-
-int find_stage_id(map<int, PipelineComponentBase*> stages, string name) {
-	for (pair<int, PipelineComponentBase*> p : stages)
-		if (p.second->getName().compare(name) == 0)
-			return p.first;
-	return -1;
-}
-
-ArgumentBase* find_argument(const map<int, ArgumentBase*>& arguments, string name) {
-	for (pair<int, ArgumentBase*> p : arguments)
-		if (p.second->getName().compare(name) == 0)
-			return p.second;
-	return NULL;
-}
-
-ArgumentBase* find_argument(const list<ArgumentBase*>& arguments, int id) {
-	for (ArgumentBase* a : arguments)
-		if (a->getId() == id)
-			return a;
-	return NULL;
-}
-
-ArgumentBase* find_argument(const list<ArgumentBase*>& arguments, string name) {
-	for (ArgumentBase* a : arguments)
-		if (a->getName().compare(name) == 0)
-			return a;
-	return NULL;
-}
-
-// taken from: http://stackoverflow.com/questions/16388510/evaluate-a-string-with-a-switch-in-c
-constexpr unsigned int str2int(const char* str, int h = 0) {
-	return !str[h] ? 5381 : (str2int(str, h+1) * 33) ^ str[h];
-}
-
-ArgumentBase* new_typed_arg_base(string type) {
-	switch (str2int(type.c_str())) {
-		case str2int("integer"):
-			return new ArgumentInt();
-		case str2int("float"):
-			return new ArgumentFloat();
-		case str2int("string"):
-			return new ArgumentString();
-		case str2int("floatarray"):
-			return new ArgumentFloatArray();
-		case str2int("rt"):
-			return new ArgumentRT();
-		default:
-			return NULL;
-	}
-}
-
-parsing::port_type_t get_port_type(string s) {
-	switch (str2int(s.c_str())) {
-		case str2int("integer"):
-			return parsing::int_t;
-		case str2int("float"):
-			return parsing::float_t;
-		case str2int("string"):
-			return parsing::string_t;
-		case str2int("floatarray"):
-			return parsing::float_array_t;
-		case str2int("rt"):
-			return parsing::rt_t;
-		default:
-			return parsing::error;
-	}
-}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/debug_funs.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/debug_funs.hpp
new file mode 100644
index 0000000..f82f3ae
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/debug_funs.hpp
@@ -0,0 +1,65 @@
+#ifndef DEBUGF_HPP_
+#define DEBUGF_HPP_
+
+void mapprint(map<int, ArgumentBase*> mapp) {
+	for (pair<int, ArgumentBase*> p : mapp)
+		cout << p.first << ":" << p.second->getName() << endl;
+}
+
+void mapprint(map<int, list<ArgumentBase*>> mapp) {
+	for (pair<int, list<ArgumentBase*>> p : mapp) {
+	// for (map<int, ArgumentBase*>::iterator i=map.begin(); i!=map.end();i++)
+		cout << p.first << ":" << endl;
+		for (ArgumentBase* a : p.second)
+			cout << "\t" << a->getName() << ":" << a->toString() << endl;
+	}
+}
+
+void mapprint(map<int, PipelineComponentBase*> mapp) {
+	for (map<int, PipelineComponentBase*>::iterator i=mapp.begin(); i!=mapp.end();i++)
+		cout << i->first << ":" << i->second->getName() << endl;
+}
+
+void mapprint(map<int, PipelineComponentBase*> mapp, map<int, ArgumentBase*> args) {
+	cout << endl<< "merged: " << endl;
+	for (pair<int, PipelineComponentBase*> p : mapp) {
+		cout << "stage " << p.second->getId() << ":" << p.second->getName() << endl;
+		cout << "\tinputs: " << endl;
+		for (int i : p.second->getInputs())
+			cout << "\t\t" << i << ":" << args[i]->getName() << " = " 
+				<< args[i]->toString() << endl;
+		cout << "\toutputs: " << endl;
+		for (int i : p.second->getOutputs())
+			cout << "\t\t" << i << ":" << args[i]->getName() << endl;
+	}
+}
+
+void listprint(list<PipelineComponentBase*> mapp) {
+	for (list<PipelineComponentBase*>::iterator i=mapp.begin(); i!=mapp.end();i++)
+		cout << (*i)->getId() << ":" << (*i)->getName() << endl;
+}
+
+void adj_mat_print(mincut::weight_t** adjMat, size_t n) {
+	for (int i=0; i<n; i++) {
+		for (int j=0; j<n; j++) {
+			cout << adjMat[i][j] << "\t";
+		}
+		cout << endl;
+	}
+}
+
+void adj_mat_print(mincut::weight_t** adjMat, map<size_t, int> id2task, size_t n) {
+	cout << "x\t";
+	for (int i=0; i<n; i++)
+		cout << id2task[i] << "\t";
+	cout << endl;
+	for (int i=0; i<n; i++) {
+		cout << id2task[i] << "\t";
+		for (int j=0; j<n; j++) {
+			cout << adjMat[i][j] << "\t";
+		}
+		cout << endl;
+	}
+}
+
+#endif
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/cutting_algorithms.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/cutting_algorithms.cpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/cutting_algorithms.cpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/cutting_algorithms.cpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/cutting_algorithms.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/cutting_algorithms.hpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/cutting_algorithms.hpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/cutting_algorithms.hpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/fgm.cpp
similarity index 52%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/fgm.cpp
index 21be110..46a6241 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/fgm.cpp
@@ -1,110 +1,5 @@
 #include "fgm.hpp"
 
-void generate_drs(RegionTemplate* rt, 
-	const std::map<int, ArgumentBase*> &expanded_args) {
-
-	// verify every argument
-	for (pair<int, ArgumentBase*> p : expanded_args) {
-		// if an argument is a region template data region
-		if (p.second->getType() == ArgumentBase::RT) {
-			if (((ArgumentRT*)p.second)->isFileInput) {
-				// create the data region and add it to the input region template
-				DenseDataRegion2D *ddr2d = new DenseDataRegion2D();
-				ddr2d->setName(p.second->getName());
-				std::ostringstream oss;
-				oss << p.first;
-				ddr2d->setId(oss.str());
-				ddr2d->setVersion(p.first);
-				ddr2d->setIsAppInput(true);
-				ddr2d->setInputType(DataSourceType::FILE_SYSTEM);
-				ddr2d->setOutputType(DataSourceType::FILE_SYSTEM);
-				ddr2d->setInputFileName(p.second->toString());
-				rt->insertDataRegion(ddr2d);
-			}
-		}
-	}
-}
-
-void generate_drs(RegionTemplate* rt, PipelineComponentBase* stage,
-	const std::map<int, ArgumentBase*> &expanded_args) {
-
-	// verify every argument
-	for (int inp : stage->getInputs()) {
-		// if an argument is a region template data region
-		if (expanded_args.at(inp)->getType() == ArgumentBase::RT) {
-			// if (((ArgumentRT*)expanded_args.at(inp))->isFileInput) {
-				// create the data region and add it to the input region template
-				DenseDataRegion2D *ddr2d = new DenseDataRegion2D();
-				ddr2d->setName(expanded_args.at(inp)->getName());
-				std::ostringstream oss;
-				oss << inp;
-				ddr2d->setId(oss.str());
-				ddr2d->setVersion(inp);
-				ddr2d->setIsAppInput(true);
-				ddr2d->setInputType(DataSourceType::FILE_SYSTEM);
-				ddr2d->setOutputType(DataSourceType::FILE_SYSTEM);
-				ddr2d->setInputFileName(expanded_args.at(inp)->toString());
-				rt->insertDataRegion(ddr2d);
-			// }
-		}
-	}
-}
-
-void add_arguments_to_stages(std::map<int, PipelineComponentBase*> &merged_stages, 
-	std::map<int, ArgumentBase*> &merged_arguments, string name) {
-
-	int i=0;
-	for (pair<int, PipelineComponentBase*>&& stage : merged_stages) {
-		// create the RT isntance
-		RegionTemplate *rt = new RegionTemplate();
-		rt->setName(name);
-
-		// add input arguments to stage, adding them as RT as needed
-		for (int arg_id : stage.second->getInputs()) {
-			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
-			new_arg->setParent(merged_arguments[arg_id]->getParent());
-			stage.second->addArgument(new_arg);
-			if (new_arg->getType() == ArgumentBase::RT) {
-				// std::cout << "input RT : " << merged_arguments[arg_id]->getName() << std::endl;
-				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
-				if (((RTPipelineComponentBase*)stage.second)->
-						getRegionTemplateInstance(rt->getName()) == NULL) {
-					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
-				}
-				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(
-					rt->getName(), new_arg->getName(), RTPipelineComponentBase::INPUT);
-			}
-			if (merged_arguments[arg_id]->getParent() != 0) {
-				// verify if the dependency stage was reused
-				int parent = merged_arguments[arg_id]->getParent();
-				// std::cout << "[before]Dependency: " << stage.second->getId() << ":" << stage.second->getName()
-				// 	<< " ->addDependency( " << parent << " )" << std::endl;
-				if (merged_stages[merged_arguments[arg_id]->getParent()]->reused != NULL)
-					parent = merged_stages[merged_arguments[arg_id]->getParent()]->reused->getId();
-				// std::cout << "Dependency: " << stage.second->getId() << ":" << stage.second->getName()
-				// 	<< " ->addDependency( " << parent << " )" << std::endl;
-				((RTPipelineComponentBase*)stage.second)->addDependency(parent);
-			}
-		}
-
-		// add output arguments to stage, adding them as RT as needed
-		for (int arg_id : stage.second->getOutputs()) {
-			ArgumentBase* new_arg = merged_arguments[arg_id]->clone();
-			new_arg->setParent(merged_arguments[arg_id]->getParent());
-			new_arg->setIo(ArgumentBase::output);
-			stage.second->addArgument(new_arg);
-			if (merged_arguments[arg_id]->getType() == ArgumentBase::RT) {
-				// std::cout << "output RT : " << merged_arguments[arg_id]->getName() << std::endl;
-				// insert the region template on the parent stage if the argument is a DR and if the RT wasn't already added
-				if (((RTPipelineComponentBase*)stage.second)->getRegionTemplateInstance(rt->getName()) == NULL)
-					((RTPipelineComponentBase*)stage.second)->addRegionTemplateInstance(rt, rt->getName());
-				((RTPipelineComponentBase*)stage.second)->addInputOutputDataRegion(rt->getName(), 
-					merged_arguments[arg_id]->getName(), RTPipelineComponentBase::OUTPUT);
-			}
-		}
-	}
-}
-
 void fgm::merge_stages_fine_grain(int algorithm, const std::map<int, PipelineComponentBase*> &all_stages, 
 	const std::map<int, PipelineComponentBase*> &stages_ref, std::map<int, PipelineComponentBase*> &merged_stages, 
 	std::map<int, ArgumentBase*> expanded_args, int max_bucket_size, bool shuffle, string dakota_filename) {
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/fgm.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/fgm.hpp
new file mode 100644
index 0000000..86a7cdb
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/fgm.hpp
@@ -0,0 +1,24 @@
+#ifndef FGM_HPP_
+#define FGM_HPP_
+
+#include <map>
+#include <list>
+#include <iostream>
+#include <fstream>
+
+#include "PipelineComponentBase.h"
+#include "RTPipelineComponentBase.h"
+
+#include "merging.hpp"
+#include "cutting_algorithms.hpp"
+#include "graph/reuse_tree.hpp"
+
+namespace fgm {
+
+void merge_stages_fine_grain(int merging_algorithm, const std::map<int, PipelineComponentBase*> &all_stages, 
+	const std::map<int, PipelineComponentBase*> &stages_ref, std::map<int, PipelineComponentBase*> &merged_stages, 
+	std::map<int, ArgumentBase*> expanded_args, int max_bucket_size, bool shuffle, string dakota_filename);
+
+}
+
+#endif
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/graph/min_cut.cpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.cpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/graph/min_cut.cpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/graph/min_cut.hpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/min_cut.hpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/graph/min_cut.hpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/graph/reuse_tree.cpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.cpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/graph/reuse_tree.cpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/graph/reuse_tree.hpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/graph/reuse_tree.hpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/graph/reuse_tree.hpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/merging.cpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.cpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/merging.cpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/merging.hpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/merging.hpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fg_reuse/merging.hpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp
deleted file mode 100644
index 544622e..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/fgm.hpp
+++ /dev/null
@@ -1,24 +0,0 @@
-#ifndef FGM_HPP_
-#define FGM_HPP_
-
-#include <map>
-#include <list>
-#include <iostream>
-#include <fstream>
-
-#include "PipelineComponentBase.h"
-#include "RTPipelineComponentBase.h"
-
-#include "merging.hpp"
-#include "cutting_algorithms.hpp"
-#include "graph/min_cut.hpp"
-#include "graph/reuse_tree.hpp"
-
-namespace fgm {
-
-	void merge_stages_fine_grain(int merging_algorithm, const std::map<int, PipelineComponentBase*> &all_stages, 
-		const std::map<int, PipelineComponentBase*> &stages_ref, std::map<int, PipelineComponentBase*> &merged_stages, 
-		std::map<int, ArgumentBase*> expanded_args, int max_bucket_size, bool shuffle, string dakota_filename);
-}
-
-#endif
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen.cpp
deleted file mode 100644
index aade618..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen.cpp
+++ /dev/null
@@ -1,354 +0,0 @@
-#include <iostream>
-#include <string>
-#include <locale>
-#include <fstream>
-
-#include "json/json.h"
-
-using namespace std;
-
-string generate_header(Json::Value data);
-string generate_source(Json::Value data);
-string getTypeCast(string type);
-string getArgumentTypeCast(string type);
-void replace_multiple_string(string& str, string to_find, string to_replace);
-string uppercase(string s);
-
-int main(int argc, char** argv) {
-	
-	if (argc != 3) {
-		cout << "usage: gen -d <descriptor>" << endl;
-		return 0;
-	}
-
-	string filename = "";
-	for (int i = 0; i < argc-1; i++) {
-		if (argv[i][0] == '-' && argv[i][1] == 'd') {
-			filename = argv[i+1];
-		}
-	}
-	if (filename.length() == 0) {
-		cout << "usage: gen -d <descriptor>" << endl;
-		return 0;
-	}
-
-	// open descriptor
-	FILE* desc_file = fopen(filename.c_str(), "r");
-
-	// concat all descriptors lines
-	string description;
-	char* line;
-	size_t length=0;
-	while(getline(&line, &length, desc_file) != -1)
-		description += " " + string(line);
-
-	Json::Reader reader;
-	bool wellFormed;
-	Json::Value data;
-
-	wellFormed = reader.parse(description, data, false);
-	if(!wellFormed) {
-		cout << "Failed to parse JSON: " << description << endl << reader.getFormattedErrorMessages() << endl;
-		exit(-3);
-	}
-
-	fclose(desc_file);
-
-	string name = data["name"].asString();
-
-	string header = generate_header(data);
-	std::ofstream header_file(string(name + ".hpp"));
-	header_file << header;
-	header_file.close();
-
-	string source = generate_source(data);
-	std::ofstream source_file(string(name + ".cpp"));
-	source_file << source;
-	source_file.close();
-
-	// TODO: get descriptor from argv
-
-	// cout << source << endl;
-}
-
-string generate_header(Json::Value data) {
-	// get name
-	string name = data["name"].asString();
-
-	// get includes string
-	string includes = data["includes"].asString();
-
-	// generate DataRegion variables string
-	string dataRegionVariables;
-	string dataRegionVariablesNames;
-	for (int i=0; i<data["args"].size(); i++)
-		if (data["args"][i]["type"].asString().compare("dr") == 0) {
-			dataRegionVariables += "\tDenseDataRegion2D* " + 
-				data["args"][i]["name"].asString() + "_temp;\n";
-			dataRegionVariablesNames += "DenseDataRegion2D* " + 
-				data["args"][i]["name"].asString() + "_temp, ";
-		}
-
-	// generate all other variables string
-	string commonVariables;
-	string commonVariablesNames;
-	for (int i=0; i<data["args"].size(); i++)
-		if (data["args"][i]["type"].asString().compare("dr") != 0) {
-			commonVariables += "\t" + data["args"][i]["type"].asString() +
-				" " + data["args"][i]["name"].asString() + ";\n";
-			commonVariablesNames += data["args"][i]["type"].asString() +
-				" " + data["args"][i]["name"].asString() + ", ";
-		}
-
-	// remove last comma from commonVariablesNames
-	size_t pos;
-	commonVariablesNames.erase(commonVariablesNames.length()-2, 2);
-
-	// open header file
-	char* line;
-	size_t length=0;
-	FILE* header_template = fopen("header_template", "r");
-
-	// concat all header lines
-	string header;
-	while(getline(&line, &length, header_template) != -1)
-		header += string(line);
-
-
-	// add includes
-	pos = header.find("$INCLUDES$");
-	header.erase(pos, 10);
-	header.insert(pos, includes);
-
-	// add filename
-	replace_multiple_string(header, "$NAME$", name);
-
-	// add DataRegions
-	replace_multiple_string(header, "$DR_VARS$", dataRegionVariables);
-	replace_multiple_string(header, "$DR_VARS_NAMES$", dataRegionVariablesNames);
-
-	// add other variables
-	replace_multiple_string(header, "$COMMON_VARS$", commonVariables);
-	replace_multiple_string(header, "$COMMON_VARS_NAMES$", commonVariablesNames);
-	
-
-	return header;
-}
-
-string generate_source(Json::Value data) {
-	// get name
-	string name = data["name"].asString();
-
-	string dataRegionIOs;		// $IO_DR$
-	string dataRegionInputCast;	// $INPUT_CAST_DR$
-	string dataRegionInputDecl;	// $INPUT_DECL_DR$
-	string dataRegionOutput;	// $OUTPUT_DR$
-	string commonArgsDec;		// $PCB_ARGS$
-	string commonArgsLoop = 	// $PCB_ARGS$
-		"\tint set_cout = 0;\n\tfor(int i=0; i<this->getArgumentsSize(); i++){\n";
-	string pcb_task_params;		// $PCB_TASK_PARAMS$
-	string task_params;			// $TASK_PARAMS$
-	string task_args;			// $TASK_ARGS$
-	string dr_delete;			// $INPUT_DR_DELETE$
-	string input_mat_dr;		// $INPUT_MAT_DR$
-	string output_mat_dr;		// $OUTPUT_MAT_DR$
-	string output_assign;		// $OUTPUT_DR_ASSIGN$
-
-	// generate DataRegion strings
-	for (int i=0; i<data["args"].size(); i++) {
-		if (data["args"][i]["type"].asString().compare("dr") == 0) {
-			string dr_name = data["args"][i]["name"].asString();
-
-			// generate DataRegion IOs - $IO_DR$
-			dataRegionIOs += "\tthis->addInputOutputDataRegion(\"tile\", \"" +
-				dr_name + "\", RTPipelineComponentBase::" + 
-				uppercase(data["args"][i]["io"].asString()) + ");\n";
-
-			// Generate input strings
-			if (data["args"][i]["io"].asString().compare("input") == 0) {
-				// generate DataRegion input declaration - $INPUT_DECL_DR$
-				dataRegionInputDecl += "\t\tDenseDataRegion2D *" + 
-					dr_name + " = NULL;\n";
-
-				// generate DataRegion input cast - $INPUT_CAST_DR$
-				dataRegionInputCast += "\t\t\t" + dr_name + 
-					" = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion(\"" + 
-					dr_name + "\", \"\", 0, dr_id));\n";
-
-				// generate DR cleaning for the destructor - $INPUT_DR_DELETE$
-				dr_delete += "\tif(" + dr_name + "_temp != NULL) delete " + dr_name + "_temp;\n";
-
-				// generate cv::Mat variables to hold input DR - $INPUT_MAT_DR$
-				input_mat_dr += "\tcv::Mat " + dr_name + " = this->" + 
-					dr_name + "_temp->getData();";
-			} 
-			// generate output string
-			else if (data["args"][i]["io"].asString().compare("output") == 0) {
-				// generate DataRegion output - $OUTPUT_DR$
-				dataRegionOutput += "DenseDataRegion2D *" + dr_name + " = new " + 
-					"DenseDataRegion2D();\n\t\t" + dr_name + "->setName(\"" + dr_name + 
-					"\");\n\t\t" + dr_name + "->setId(dr_id_c);\n\t\t" + dr_name + 
-					"->setVersion(0);\n\t\tinputRt->insertDataRegion(" + dr_name + ");";
-
-				// generate cv::Mat variables to hold input DR - $OUTPUT_MAT_DR$
-				output_mat_dr += "\tcv::Mat " + dr_name + " = this->" + 
-					dr_name + "_temp->getData();";
-
-				// generate mat assignment to output DR string - $OUTPUT_DR_ASSIGN$
-				output_assign += "\tthis->" + dr_name + "_temp->setData(" + dr_name + ");";
-
-			} else {
-				cout << "Malformed descriptor." << endl;
-				exit(-1);
-			}
-
-			// generate DR args $PCB_TASK_PARAMS$
-			pcb_task_params += dr_name + ", ";
-
-			// generate DR args $TASK_PARAMS$
-			task_params += "DenseDataRegion2D* " + dr_name + "_temp, ";
-
-			// generate DR args $TASK_ARGS$
-			task_args += "\tthis->" + dr_name + "_temp = " + dr_name + "_temp;\n";
-		}
-	}
-
-	// generate all common args string
-	for (int i=0; i<data["args"].size(); i++) {
-		if (data["args"][i]["type"].asString().compare("dr") != 0) {
-			string arg_name = data["args"][i]["name"].asString();
-			string arg_type = data["args"][i]["type"].asString();
-			
-			// generate arg declaration - $PCB_ARGS$
-			commonArgsDec += "\t" + getTypeCast(arg_type) + " " + arg_name + ";\n";
-
-			// generate arg conditional assignment - $PCB_ARGS$
-			commonArgsLoop += "\t\tif (this->getArgument(i)->getName().compare(\"" +
-				arg_name + "\") == 0) {\n\t\t\t" + arg_name + " = (" + getTypeCast(arg_type) + 
-				")(" + getArgumentTypeCast(arg_type) + "this->getArgument(i))->getArgValue();\n" + 
-				"\t\t\tset_cout++;\n\t\t}\n\n";
-
-			// generate common args $PCB_TASK_PARAMS$
-			pcb_task_params += arg_name + ", ";
-
-			// generate common args $TASK_PARAMS$
-			task_params += getTypeCast(arg_type) + " " + arg_name + ", ";
-
-			// generate DR args $TASK_ARGS$
-			task_args += "\tthis->" + arg_name + " = " + arg_name + ";\n";
-		}
-	}
-
-	// finish generating $PCB_ARGS$
-	string commonArgs = commonArgsDec + "\n" + commonArgsLoop + "\t}\n\n" + 
-		"\tif (set_cout < this->getArgumentsSize())\n\t\tstd::cout " + 
-		"<< __FILE__ << \":\" << __LINE__ <<\" Missing common arguments on " + 
-		name + "\" << std::endl;";
-
-	// remove final comma from pcb_task_params
-	pcb_task_params.erase(pcb_task_params.length()-2, 2);
-
-	// remove final comma from task_params
-	task_params.erase(task_params.length()-2, 2);
-
-	// generate the command invocation string
-	string cmd = data["call"].asString();
-
-	/*******************************************************/
-	/*******************************************************/
-	/*******************************************************/
-
-	// open source_template file
-	char* line;
-	size_t length=0;
-	FILE* source_template = fopen("source_template", "r");
-
-	// concat all source_template lines
-	string source;
-	while(getline(&line, &length, source_template) != -1)
-		source += string(line);
-
-	size_t pos;
-
-
-	// $NAME$
-	replace_multiple_string(source, "$NAME$", name);
-
-	// $IO_DR$
-	replace_multiple_string(source, "$IO_DR$", dataRegionIOs);
-
-	// $PCB_ARGS$
-	replace_multiple_string(source, "$PCB_ARGS$", commonArgs);
-
-	// $INPUT_CAST_DR$
-	replace_multiple_string(source, "$INPUT_CAST_DR$", dataRegionInputCast);
-
-	// $INPUT_DECL_DR$
-	replace_multiple_string(source, "$INPUT_DECL_DR$", dataRegionInputDecl);
-
-	// $OUTPUT_DR$
-	replace_multiple_string(source, "$OUTPUT_DR$", dataRegionOutput);
-
-	// $PCB_TASK_PARAMS$
-	replace_multiple_string(source, "$PCB_TASK_PARAMS$", pcb_task_params);
-
-	// $TASK_PARAMS$
-	replace_multiple_string(source, "$TASK_PARAMS$", task_params);
-
-	// $TASK_ARGS$
-	replace_multiple_string(source, "$TASK_ARGS$", task_args);
-
-	// $INPUT_DR_DELETE$
-	replace_multiple_string(source, "$INPUT_DR_DELETE$", dr_delete);
-
-	// $INPUT_MAT_DR$
-	replace_multiple_string(source, "$INPUT_MAT_DR$", input_mat_dr);
-
-	// $OUTPUT_MAT_DR$
-	replace_multiple_string(source, "$OUTPUT_MAT_DR$", output_mat_dr);
-
-	// $CMD$
-	replace_multiple_string(source, "$CMD$", cmd);
-
-	// $OUTPUT_DR_ASSIGN$
-	replace_multiple_string(source, "$OUTPUT_DR_ASSIGN$", output_assign);
-
-	return source;
-}
-
-string getTypeCast(string type) {
-	if (type.compare("uchar") == 0)
-		return "unsigned char";
-	else if (type.compare("int") == 0)
-		return "int";
-	else if (type.compare("double") == 0)
-		return "double";
-	else
-		return nullptr;
-}
-
-string getArgumentTypeCast(string type) {
-	if (type.compare("uchar") == 0)
-		return "(ArgumentInt*)";
-	else if (type.compare("int") == 0)
-		return "(ArgumentInt*)";
-	else if (type.compare("double") == 0)
-		return "(ArgumentFloat*)";
-	else
-		return nullptr;
-}
-
-void replace_multiple_string(string& str, string to_find, string to_replace) {
-	size_t pos;
-	while ((pos = str.find(to_find)) != string::npos) {
-		str.erase(pos, to_find.length());
-		str.insert(pos, to_replace);
-	}
-}
-
-string uppercase(string s) {
-	for(int i=0;s[i]!='\0';i++){
-		s[i]=toupper(s[i]);
-	}
-	return s;
-}
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/jsoncpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/json/jsoncpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/jsoncpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/json/jsoncpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/jsoncpp.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/json/jsoncpp.cpp
similarity index 99%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/jsoncpp.cpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/json/jsoncpp.cpp
index c8c948f..61ce71c 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/jsoncpp.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/json/jsoncpp.cpp
@@ -73,7 +73,7 @@ license you like.
 
 
 
-#include "json/json.h"
+#include "json.h"
 
 #ifndef JSON_IS_AMALGAMATION
 #error "Compile with -I PATH_TO_JSON_DIRECTORY"
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralPipelineComponent.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralPipelineComponent.cpp
deleted file mode 100644
index 27e00a6..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralPipelineComponent.cpp
+++ /dev/null
@@ -1,95 +0,0 @@
-/*
- * GeneralPipelineComponent.cpp
- *
- *  Created on: May 23, 2016
- *      Author: willian
- */
-
-#include "GeneralPipelineComponent.hpp"
-
-
-GeneralPipelineComponent::GeneralPipelineComponent(std::string name) {
-	this->setComponentName(name);
-}
-
-void GeneralPipelineComponent::addRtInput(std::string rtName, std::string regionName) {
-	this->addInputOutputDataRegion(rtName, regionName, RTPipelineComponentBase::INPUT);//_INPUT
-}
-
-void GeneralPipelineComponent::addRtOutput(std::string rtName, std::string regionName) {
-	this->addInputOutputDataRegion(rtName, regionName, RTPipelineComponentBase::OUTPUT);//_INPUT
-}
-
-GeneralPipelineComponent::~GeneralPipelineComponent() {}
-
-int GeneralPipelineComponent::run()
-{
-
-	// Print name and id of the component instance
-	std::cout << "Executing component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
-	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
-
-	int parameterId = ((ArgumentInt*)this->getArgument(0))->getArgValue();
-	int parameterSegId = ((ArgumentInt*)this->getArgument(1))->getArgValue();
-	unsigned char blue = (unsigned char)((ArgumentInt*)this->getArgument(2))->getArgValue();
-	unsigned char green = (unsigned char)((ArgumentInt*)this->getArgument(3))->getArgValue();
-	unsigned char red = (unsigned char)((ArgumentInt*)this->getArgument(4))->getArgValue();
-	double T1 = (double)((ArgumentFloat*)this->getArgument(5))->getArgValue();
-	double T2 = (double)((ArgumentFloat*)this->getArgument(6))->getArgValue();
-	unsigned char G1 = (unsigned char)((ArgumentInt*)this->getArgument(7))->getArgValue();
-	unsigned char G2 = (unsigned char)((ArgumentInt*)this->getArgument(8))->getArgValue();
-	int minSize = ((ArgumentInt*)this->getArgument(9))->getArgValue();
-	int maxSize = ((ArgumentInt*)this->getArgument(10))->getArgValue();
-	int minSizePl = ((ArgumentInt*)this->getArgument(11))->getArgValue();
-	int minSizeSeg = ((ArgumentInt*)this->getArgument(12))->getArgValue();
-	int maxSizeSeg= ((ArgumentInt*)this->getArgument(13))->getArgValue();
-	int fillHolesConnectivity= ((ArgumentInt*)this->getArgument(14))->getArgValue();
-	int reconConnectivity= ((ArgumentInt*)this->getArgument(15))->getArgValue();
-	int watershedConnectivity= ((ArgumentInt*)this->getArgument(16))->getArgValue();
-
-	if(inputRt != NULL){
-		DenseDataRegion2D *bgr = NULL;
-		try{
-			bgr = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion("BGR", "", 0, parameterId));
-			std::cout << "GeneralPipelineComponent. paramenterId: "<< parameterId<<std::endl;
-		}catch(...){
-			std::cout <<"ERROR GeneralPipelineComponent " << std::endl;
-			bgr=NULL;
-		}
-		if(bgr != NULL){
-			std::cout << "GeneralPipelineComponent. BGR input id: "<< bgr->getId() << " paramenterId: "<< parameterId<<std::endl;
-			// Create output data region
-			DenseDataRegion2D *mask = new DenseDataRegion2D();
-			mask->setName("MASK");
-			mask->setId(bgr->getId());
-			mask->setVersion(parameterSegId);
-
-			inputRt->insertDataRegion(mask);
-			std::cout <<  "nDataRegions: after:" << inputRt->getNumDataRegions() << std::endl;
-
-
-			// Create processing task
-			TaskGeneralPipelineComponent * segTask = new TaskGeneralPipelineComponent(bgr, mask, blue, green, red, T1, T2, G1, G2, minSize, maxSize, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, reconConnectivity, watershedConnectivity);
-
-			this->executeTask(segTask);
-
-		}else{
-			std::cout << __FILE__ << ":" << __LINE__ <<" DR == NULL" << std::endl;
-		}
-
-	}else{
-		std::cout << __FILE__ << ":" << __LINE__ <<" RT == NULL" << std::endl;
-	}
-
-	return 0;
-}
-
-// Create the component factory
-PipelineComponentBase* componentFactorySeg() {
-	return new GeneralPipelineComponent();
-}
-
-// register factory with the runtime system
-bool registered = PipelineComponentBase::ComponentFactory::componentRegister("GeneralPipelineComponent", &componentFactorySeg);
-
-
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralPipelineComponent.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralPipelineComponent.hpp
deleted file mode 100644
index 5a1045e..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralPipelineComponent.hpp
+++ /dev/null
@@ -1,33 +0,0 @@
-/*
- * GeneralPipelineComponent.hpp
- *
- *  Created on: May 23, 2016
- *  Author: willian
- */
-
-#ifndef GENETAL_TASK_H_
-#define GENETAL_TASK_H_
-
-#include "RTPipelineComponentBase.h"
-
-#include "opencv2/opencv.hpp"
-#include "opencv2/gpu/gpu.hpp"
-#include "HistologicalEntities.h"
-#include "PixelOperations.h"
-#include "MorphologicOperations.h"
-#include "Util.h"
-#include "FileUtils.h"
-
-class GeneralPipelineComponent : public RTPipelineComponentBase {
-
-public:
-	GeneralPipelineComponent(std::string name);
-	virtual ~GeneralPipelineComponent();
-
-	void GeneralPipelineComponent::addRtInput(std::string rtName, std::string regionName);
-	void GeneralPipelineComponent::addRtOutput(std::string rtName, std::string regionName);
-
-	int run();
-};
-
-#endif /* GENETAL_TASK_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralTask.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralTask.cpp
deleted file mode 100644
index 59bdc07..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralTask.cpp
+++ /dev/null
@@ -1,45 +0,0 @@
-#include "GeneralTask.hpp"
-
-GeneralTask::GeneralTask(DenseDataRegion2D* bgr, DenseDataRegion2D* mask, unsigned char blue, unsigned char green, unsigned char red, double T1, double T2, unsigned char G1, unsigned char G2, int minSize, int maxSize, int minSizePl, int minSizeSeg, int maxSizeSeg, int fillHolesConnectivity, int reconConnectivity, int watershedConnectivity) {
-	this->bgr = bgr;
-	this->mask = mask;
-
-	this->blue = blue;
-	this->green = green;
-	this->red = red;
-
-	this->T1 = T1;
-	this->T2 = T2;
-	this->G1 = G1;
-	this->G2 = G2;
-	this->minSize = minSize;
-	this->maxSize = maxSize;
-	this->minSizePl = minSizePl;
-	this->minSizeSeg = minSizeSeg;
-	this->maxSizeSeg = maxSizeSeg;
-	this->fillHolesConnectivity=fillHolesConnectivity;
-	this->reconConnectivity=reconConnectivity;
-	this->watershedConnectivity=watershedConnectivity;
-}
-
-GeneralTask::~GeneralTask() {
-	if(bgr != NULL) delete bgr;
-}
-
-bool GeneralTask::run(int procType, int tid) {
-	cv::Mat inputImage = this->bgr->getData();
-	cv::Mat outMask;
-
-	uint64_t t1 = Util::ClockGetTimeProfile();
-
-	std::cout << "GeneralTask: " << (int)blue << ":"<< (int)green << ":"<< (int)red << ":"<< T1<< ":"<< T2<< ":"<< (int)G1<< ":"<< minSize<< ":"<< maxSize<< ":"<< (int)G2<< ":"<< minSizePl<< ":"<< minSizeSeg<< ":"<< maxSizeSeg << ":" << fillHolesConnectivity << ":" << reconConnectivity << ":" << watershedConnectivity << std::endl;
-	if(inputImage.rows > 0)
-		int segmentationExecCode = ::nscale::HistologicalEntities::segmentNuclei(inputImage, outMask, blue, green, red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, reconConnectivity, watershedConnectivity);
-	else
-		std::cout <<"Segmentation: input data NULL"<< std::endl;
-	this->mask->setData(outMask);
-
-	uint64_t t2 = Util::ClockGetTimeProfile();
-
-	std::cout << "Task Segmentation time elapsed: "<< t2-t1 << std::endl;
-}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralTask.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralTask.hpp
deleted file mode 100644
index 463810f..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/GeneralTask.hpp
+++ /dev/null
@@ -1,38 +0,0 @@
-
-
-#ifndef GENERAL_TASK_H_
-#define GENERAL_TASK_H_
-
-#include "Task.h"
-#include "DenseDataRegion2D.h"
-
-#include "opencv2/opencv.hpp"
-#include "opencv2/gpu/gpu.hpp"
-#include "HistologicalEntities.h"
-#include "PixelOperations.h"
-#include "MorphologicOperations.h"
-#include "Util.h"
-#include "FileUtils.h"
-
-
-
-class GeneralTask: public Task {
-private:
-	DenseDataRegion2D* bgr;
-	DenseDataRegion2D* mask;
-
-	unsigned char blue, green, red;
-	double T1, T2;
-	unsigned char G1, G2;
-	int minSize, maxSize, minSizePl, minSizeSeg, maxSizeSeg;
-	int fillHolesConnectivity, reconConnectivity, watershedConnectivity;
-
-public:
-	GeneralTask(DenseDataRegion2D* bgr, DenseDataRegion2D* mask, unsigned char blue, unsigned char green, unsigned char red, double T1, double T2, unsigned char G1, unsigned char G2, int minSize, int maxSize, int minSizePl, int minSizeSeg, int maxSizeSeg, int fillHolesConnectivity, int reconConnectivity, int watershedConnectivity);
-
-	virtual ~GeneralTask();
-
-	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
-};
-
-#endif /* GENERAL_TASK_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/NormalizationComp.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/NormalizationComp.cpp
deleted file mode 100644
index ecfbfee..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/NormalizationComp.cpp
+++ /dev/null
@@ -1,64 +0,0 @@
-
-#include "NormalizationComp.h"
-
-
-NormalizationComp::NormalizationComp() {
-	this->setComponentName("NormalizationComp");
-	this->addInputOutputDataRegion("tile", "RAW", RTPipelineComponentBase::INPUT);
-	this->addInputOutputDataRegion("tile", "BGR", RTPipelineComponentBase::OUTPUT);
-}
-
-NormalizationComp::~NormalizationComp() {
-
-}
-
-int NormalizationComp::run()
-{
-
-	// Print name and id of the component instance
-	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
-	int parameterId = ((ArgumentInt*)this->getArgument(0))->getArgValue();
-	ArgumentFloatArray* args = ((ArgumentFloatArray*)this->getArgument(1));
-
-
-	std::cout << "Executing component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
-
-	if(inputRt != NULL){
-		DenseDataRegion2D *raw = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion("RAW"));
-		if(raw != NULL){
-			// Create output data region
-			DenseDataRegion2D *bgr = new DenseDataRegion2D();
-			// set outpu data region identifier
-			bgr->setName("BGR");
-			bgr->setId(raw->getId());
-			bgr->setVersion(parameterId);
-
-			// insert data region into region template
-			inputRt->insertDataRegion(bgr);
-
-			float targetMean[3];
-			for(int i = 0; i < 3; i++) targetMean[i] = args->getArgValue(i).getArgValue();
-
-			// Create processing task
-			TaskNormalization * normTask = new TaskNormalization(raw, bgr, targetMean);
-
-			this->executeTask(normTask);
-
-		}else{
-			std::cout << __FILE__ << ":" << __LINE__ <<" Data Region is == NULL" << std::endl;
-		}
-
-	}else{
-		std::cout << __FILE__ << ":" << __LINE__ <<" RT == NULL" << std::endl;
-	}
-
-	return 0;
-}
-
-// Create the component factory
-PipelineComponentBase* componentFactoryNorm() {
-	return new NormalizationComp();
-}
-
-// register factory with the runtime system
-bool registeredN = PipelineComponentBase::ComponentFactory::componentRegister("NormalizationComp", &componentFactoryNorm);
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/NormalizationComp.h b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/NormalizationComp.h
deleted file mode 100644
index b650536..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/NormalizationComp.h
+++ /dev/null
@@ -1,28 +0,0 @@
-
-#ifndef NORMALIZATION_COMP_H_
-#define NORMALIZATION_COMP_H_
-
-#include "RTPipelineComponentBase.h"
-
-#include "opencv2/opencv.hpp"
-#include "opencv2/gpu/gpu.hpp"
-#include "Util.h"
-#include "FileUtils.h"
-
-
-#include "TaskNormalization.h"
-
-class NormalizationComp : public RTPipelineComponentBase {
-private:
-	cv::Mat inputImage;
-	cv::Mat bgr;
-
-public:
-	NormalizationComp();
-	virtual ~NormalizationComp();
-
-	int run();
-
-};
-
-#endif /* NORMALIZATION_COMP_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/PipelineManager.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/PipelineManager.cpp
deleted file mode 100644
index c6c4ab8..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/PipelineManager.cpp
+++ /dev/null
@@ -1,630 +0,0 @@
-
-#include <sstream>
-#include <stdlib.h>
-#include <iostream>
-#include <string>
-
-#include "SysEnv.h"
-#include "FileUtils.h"
-#include "RegionTemplate.h"
-#include "RegionTemplateCollection.h"
-
-#include "NormalizationComp.hpp"
-#include "Segmentation.hpp"
-#include "FeatureExtraction.h"
-#include "DiffMaskComp.h"
-#include "ParameterSet.h"
-
-#include <regex>
-#include <list>
-#include <vector>
-#include <map>
-
-#include <string.h>
-#include <stdio.h>
-
-#include "json/json.h"
-
-using namespace std;
-
-// make two of these
-typedef struct port_t {
-	string uid;
-	string name;
-	string type;
-	string pipeline_port;
-	list<struct task_t*> interfaces;
-} port_t;
-
-// global id counter for port_t
-int uid=0;
-int new_uid() {return uid++;};
-
-typedef struct task_t {
-	string name;
-	// TODO: input can only be connected to 1 output
-	list<port_t> inputs;
-	// TODO: output can be connected to 1 or more inputs
-	list<port_t> outputs;
-	string command;
-} task_t;
-
-typedef struct {
-	string type;
-	string data;
-} general_field_t;
-
-namespace parsing {
-
-enum port_type_t {
-	int_t, string_t, float_t, array_t, error
-};
-
-}
-
-string tasks2string(list<task_t> tasks);
-string ports2string(list<port_t> ports);
-string get_workflow_field(FILE* workflow, string field);
-string get_workflow_name(FILE* workflow);
-list<string> get_workflow_ports(FILE* workflow, string port_t);
-map<int, ArgumentBase*> get_workflow_inputs(FILE* workflow);
-list<string> get_workflow_outputs(FILE* workflow);
-list<task_t> get_workflow_tasks(FILE* workflow);
-void update_tasks_dependencies(FILE* workflow, list<task_t>* tasks);
-vector<general_field_t> get_all_fields(FILE* workflow, string start, string end);
-task_t* find_task(list<task_t>* tasks, string name);
-port_t* find_port(list<port_t>* ports, string name);
-parsing::port_type_t get_port_type(string s);
-
-void add_parameters(PipelineComponentBase* executable, list<ArgumentBase*> arguments, list<task_t> workflow, int parameterId, int parameterSegId);
-void add_parameters(PipelineComponentBase* executable, list<ArgumentBase*> arguments, list<task_t> workflow, int parameterId);
-void add_parameters(PipelineComponentBase* executable, list<ArgumentBase*> arguments, list<task_t> workflow);
-
-int get_line(char** line, FILE* f);
-list<string> line_buffer;
-
-int main() {
-
-	FILE* workflow = fopen("seg_example.t2flow", "r");
-
-	//------------------------------------------------------------
-	// Parse pipeline file
-	//------------------------------------------------------------
-
-	string name = get_workflow_name(workflow);
-	// cout << "name: " << name << endl << endl;
-	map<int, ArgumentBase*> workflow_inputs = get_workflow_inputs(workflow);
-	cout << "inputs:" << endl;
-	for(map<int, ArgumentBase*>::iterator i=workflow_inputs.begin(); i!=workflow_inputs.end(); i++)
-		cout << i->first << ":" << (i->second)->getName() << ": " << (i->second)->toString() << endl;
-	cout << endl;
-	list<string> workflow_outputs = get_workflow_outputs(workflow);
-	// cout << "outputs:" << endl;
-	// for(list<string>::iterator i=workflow_outputs.begin(); i!=workflow_outputs.end(); i++)
-	// 	cout << *i << endl;
-	// cout << endl;
-	list<task_t> all_tasks = get_workflow_tasks(workflow);
-	// cout << "get wf" << endl << tasks2string(all_tasks) << endl << endl;
-	update_tasks_dependencies(workflow, &all_tasks);
-	// cout << "update wf" << endl << tasks2string(all_tasks) << endl << endl;
-
-	fclose(workflow);
-
-	// print all tasks
-	cout << tasks2string(all_tasks);
-
-	//------------------------------------------------------------
-	// Add tasks to Manager to be executed
-	//------------------------------------------------------------
-
-	// Handler to the distributed execution system environment
-	// SysEnv sysEnv;
-
-	// // Tell the system which libraries should be used
-	// sysEnv.startupSystem(argc, argv, "libcomponentnsdifffgo.so");
-
-	// // generate each stage and the corresponding output arguments
-	// map<string, RTPipelineComponentBase*> stages;
-	// // this id will be used later to diferentiate equal workflows with different parameters
-	// int workflow_id = 0;
-	// generate_workflow_stages(stages, workflow_inputs, all_tasks);
-
-	// // link the stages inputs to the correct outputs
-
-
-
-	// // get the stage wrapper to be executed
-	// PipelineComponentBase* executable = PipelineComponentBase::ComponentFactory::getComponentFactory("NormalizationComp");
-
-	// add all parameters on the received order
-	// TODO: what to do to dependencies?
-	//add_parameters(executable, workflow_inputs);
-
-	// set dependencies between executables
-
-
-	//------------------------------------------------------------
-	// Run pipeline
-	//------------------------------------------------------------
-
-	return 0;
-}
-
-void generate_workflow_stages(map<string, RTPipelineComponentBase*> &stages, map<string, 
-	ArgumentBase*> &arguments, list<task_t> tasks) {
-
-	for (list<task_t>::iterator i=tasks.begin(); i!=tasks.end(); i++) {
-		// check if the stage wasn't already created
-		if (stages.find(i->name) != stages.end()) {
-			// create stage
-			PipelineComponentBase* executable = PipelineComponentBase::ComponentFactory::getComponentFactory(i->name)();
-
-			// create output arguments
-			for (list<port_t>::iterator j=i->outputs.begin(); j!=i->outputs.end(); j++) {
-				// arguments[j->] = generate_argument()
-			}
-
-			// create input arguments
-		}
-
-	}
-}
-
-
-
-void add_parameters(PipelineComponentBase* executable, list<ArgumentBase*> arguments, list<task_t> workflow, int parameterId, int parameterSegId) {
-	ArgumentInt* arg1 = new ArgumentInt(parameterId);
-	ArgumentInt* arg2 = new ArgumentInt(parameterSegId);
-	executable->addArgument(arg1);
-	executable->addArgument(arg2);
-	add_parameters(executable, arguments, workflow);
-}
-
-void add_parameters(PipelineComponentBase* executable, list<ArgumentBase*> arguments, list<task_t> workflow, int parameterId) {
-	ArgumentInt* arg1 = new ArgumentInt(parameterId);
-	executable->addArgument(arg1);
-	add_parameters(executable, arguments, workflow);
-}
-
-void add_parameters(PipelineComponentBase* executable, list<ArgumentBase*> arguments, list<task_t> workflow) {
-	// get executable dependencies
-// 	list<port_t> deps = find_task(workflow, executable->getComponentName())->inputs;
-
-// 	for (list<ArgumentBase*>::iterator i=arguments.begin(); i!=arguments.end(); i++) {
-// 		// add parameter if necessary to the current executable
-// 		if (find_port(deps, (*i)->getName()) != NULL)
-// 			executable->addArgument(*i);
-// 	}
-}
-
-//-------------------------------------------------------------------------------
-
-string tasks2string(list<task_t> tasks) {
-	string out = "";
-	for(list<task_t>::iterator i = tasks.begin(); i != tasks.end(); i++) {
-		out += "Task " + i->name + "\n";
-		out += "\tcmd: " + i->command + "\n";
-		out += "\tinputs:\n" + ports2string(i->inputs) + "\n";
-		out += "\toutputs:\n" + ports2string(i->outputs) + "\n";
-	}
-	return out;
-}
-
-string ports2string(list<port_t> ports) {
-	string out = "";
-	for(list<port_t>::iterator i = ports.begin(); i != ports.end(); i++) {
-		if (i->pipeline_port.length() > 0)
-			out += "\t\t" + i->name + " connected to pipeline port " + i->pipeline_port + "\n";
-		else {
-			out += "\t\t" + i->name + " connected to: \n";
-			for(list<task_t*>::iterator j = i->interfaces.begin(); j != i->interfaces.end(); j++) {
-				out += "\t\t\t" + (*j)->name + "\n";
-			}
-		}
-	}
-	return out;
-}
-
-string get_workflow_name(FILE* workflow) {
-	return get_workflow_field(workflow, "name");
-}
-
-string get_workflow_field(FILE* workflow, string field) {
-	char *line = NULL;
-	size_t len = 0;
-	
-	// create field regex
-	regex r ("<" + field + ">[\"\\:\\w {},.\\[\\]-]+<\\/" + field + ">");
-
-	// get a new line until name is found
-	while (get_line(&line, workflow) != -1) {
-		smatch match;
-		string s(line);
-		regex_search(s, match, r);
-
-		// cout << "line: " << s << endl;
-
-		// if got a name match
-		if (match.size() == 1) {
-			// cout << "field match: " << line << endl;
-			return s.substr(s.find("<" + field + ">")+field.length()+2, s.find("</" + field + ">")-s.find("<" + field + ">")-field.length()-2);
-		}
-	}
-
-	return nullptr;
-}
-
-map<int, ArgumentBase*> get_workflow_inputs(FILE* workflow) {
-	map<int, ArgumentBase*> ports;
-
-	char *line = NULL;
-	size_t len = 0;
-	string port = "inputPorts";
-
-	// initial ports section beginning and end
-	string ip("<" + port + ">");
-	string ipe("</" + port + ">");
-	
-	// ports section beginning and end
-	string p("<port>");
-	string pe("</port>");
-
-	// argument name, stored before to be consumed when the ArgumentBase type can be set
-	string name;
-
-	// go to the initial ports beginning
-	while (get_line(&line, workflow) != -1 && string(line).find(ip) == string::npos);
-	// cout << "port init begin: " << line << endl;
-
-	// keep getting ports until it reaches the end of initial ports
-	while (get_line(&line, workflow) != -1 && string(line).find(ipe) == string::npos) {
-		// consumes the port beginning
-		while (string(line).find(p) == string::npos && get_line(&line, workflow) != -1);
-		// cout << "port begin: " << line << endl;
-
-		// finds the name field
-		name = get_workflow_name(workflow);
-		// cout << "name: " << name << endl;
-
-		// finds the description field
-		string description = get_workflow_field(workflow, "text");
-		// cout << "description: " << description << endl;
-
-		// parse the description to get the input value(s)
-		Json::Reader reader;
-		bool wellFormed;
-		Json::Value data;
-
-		wellFormed = reader.parse(description, data, false);
-		if(!wellFormed) {
-			cout << "Failed to parse JSON: " << description << endl << reader.getFormattedErrorMessages() << endl;
-			exit(-3);
-		}
-
-		// create the propper Argument object for each type case
-		ArgumentBase* inp_val;
-		switch (get_port_type(data["type"].asString())) {
-			case parsing::int_t:
-				inp_val = new ArgumentInt(data["value"].asInt());
-				break;
-			case parsing::string_t:
-				inp_val = new ArgumentString(data["value"].asString());
-				break;
-			case parsing::float_t:
-				inp_val = new ArgumentFloat(data["value"].asFloat());
-				break;
-			case parsing::array_t:
-				inp_val = new ArgumentFloatArray();
-				for (int i=0; i<data["value"]["value"].size(); i++) {
-					ArgumentFloat float_val(data["value"]["value"][i].asFloat()); 
-					((ArgumentFloatArray*)inp_val)->addArgValue(float_val);
-				}
-				break;
-			default:
-				exit(-4);
-		}
-
-		// set inp_val name
-		inp_val->setName(name);
-
-		// add input to list
-		ports[new_uid()] = inp_val;
-
-		// consumes the port ending
-		while (get_line(&line, workflow) != -1 && string(line).find(pe) == string::npos);
-			// cout << "not port end: " << line << endl;
-		// cout << "port end: " << line << endl;
-	}
-	return ports;
-}	
-
-list<string> get_workflow_outputs(FILE* workflow) {
-	return get_workflow_ports(workflow, "outputPorts");
-}
-
-list<string> get_workflow_ports(FILE* workflow, string port) {
-	list<string> ports;
-
-	char *line = NULL;
-	size_t len = 0;
-
-	// initial ports section beginning and end
-	string ip("<" + port + ">");
-	string ipe("</" + port + ">");
-	
-	// ports section beginning and end
-	string p("<port>");
-	string pe("</port>");
-
-	// go to the initial ports beginning
-	while (get_line(&line, workflow) != -1 && string(line).find(ip) == string::npos);
-	// cout << "port init begin: " << line << endl;
-
-	// keep getting ports until it reaches the end of initial ports
-	while (get_line(&line, workflow) != -1 && string(line).find(ipe) == string::npos) {
-		// consumes the port beginning
-		while (string(line).find(p) == string::npos && get_line(&line, workflow) != -1);
-		// cout << "port begin: " << line << endl;
-
-		// finds the name field
-		ports.push_back(get_workflow_name(workflow));
-
-		// consumes the port ending
-		while (get_line(&line, workflow) != -1 && string(line).find(pe) == string::npos);
-			// get_line << "not port end: " << line << endl;
-		// cout << "port end: " << line << endl;
-	}
-	// cout << "port init end: " << line << endl;
-	return ports;
-}
-
-list<port_t> get_task_ports(FILE* workflow, string port_type) {
-	list<string> ports_names = get_workflow_ports(workflow, port_type);
-	list<port_t> ports;
-	port_t port;
-
-	// convert the list of port names to a list of port_t
-	for (list<string>::iterator i = ports_names.begin(); i != ports_names.end(); i++) {
-		port.name = *i;
-		ports.push_back(port);
-	}
-	return ports;
-}
-
-list<task_t> get_workflow_tasks(FILE* workflow) {
-	list<task_t> tasks;
-
-	char *line = NULL;
-	size_t len = 0;
-
-	string ps("<processors>");
-	string pse("</processors>");
-
-	string p("<processor>");
-	string pe("</processor>");
-
-	// go to the processors beginning
-	while (get_line(&line, workflow) != -1 && string(line).find(ps) == string::npos);
-		// cout << "not processor init begin: " << line << endl;
-	 // cout << "processor init begin: " << line << endl;
-
-	// keep getting single processors until it reaches the end of all processors
-	while (get_line(&line, workflow) != -1 && string(line).find(pse) == string::npos) {
-		// consumes the processor beginning
-		while (string(line).find(p) == string::npos && get_line(&line, workflow) != -1);
-		// cout << "processor begin: " << line << endl;
-
-		task_t new_task;
-		new_task.name = get_workflow_name(workflow);
-		new_task.inputs = get_task_ports(workflow, "inputPorts");
-		new_task.outputs = get_task_ports(workflow, "outputPorts");
-		
-		// get task command
-		new_task.command = get_workflow_field(workflow, "command");
-
-		tasks.push_back(new_task);
-
-		// consumes the processor ending
-		while (get_line(&line, workflow) != -1 && string(line).find(pe) == string::npos);
-			// cout << "not processor end: " << line << endl;
-		// cout << "processor end: " << line << endl;
-	}
-
-	return tasks;
-}
-
-void update_tasks_dependencies(FILE* workflow, list<task_t>* tasks) {
-	char *line = NULL;
-	size_t len = 0;
-
-	string ds("<datalinks>");
-	string dse("</datalinks>");
-
-	string d("<datalink>");
-	string de("</datalink>");
-
-	string sink("<sink type=");
-	string sinke("</sink>");
-
-	string source("<source type=");
-	string sourcee("</source>");
-
-	// go to the datalinks beginning
-	while (get_line(&line, workflow) != -1 && string(line).find(ds) == string::npos);
-		// cout << "not datalink init begin" << line << endl;
-	// cout << "datalink init begin" << line << endl;
-
-	// keep getting single datalinks until it reaches the end of all datalinks
-	while (get_line(&line, workflow) != -1 && string(line).find(dse) == string::npos) {
-		// consumes the datalink beginning
-		while (string(line).find(d) == string::npos && get_line(&line, workflow) != -1);
-		// cout << "datalink begin" << line << endl;
-
-		// get sink field
-		vector<general_field_t> all_sink_fields = get_all_fields(workflow, sink, sinke);
-		
-		// check if it's a pipeine sink instead of a task sink
-		bool pipeline_sink = false;
-		task_t* sink_task;
-		string sink_name;
-		string sink_port_name;
-		if (all_sink_fields.size() == 1) {
-			// cout << "pipeline sink" << endl;
-			pipeline_sink = true;
-			sink_name = all_sink_fields[0].data;
-		} else {
-			// cout << "task sink" << endl;
-			sink_name = all_sink_fields[0].data;
-			sink_port_name = all_sink_fields[1].data;
-			sink_task = find_task(tasks, sink_name);
-		}
-
-		// get source field
-		vector<general_field_t> all_source_fields = get_all_fields(workflow, source, sourcee);
-
-		// check if it's a pipeine source instead of a task source
-		bool pipeline_source = false;
-		task_t* source_task;
-		string source_name;
-		string source_port_name;
-		if (all_source_fields.size() == 1) {
-			// cout << "pipeline source" << endl;
-			source_name = all_source_fields[0].data;
-			pipeline_source = true;
-		} else {
-			// cout << "task source" << endl;
-			source_name = all_source_fields[0].data;
-			source_port_name = all_source_fields[1].data;
-			source_task = find_task(tasks, source_name);
-		}
-
-		// update source reference if there is one
-		port_t* source_port;
-		if (!pipeline_source) {
-			source_port = find_port(&(source_task->outputs), source_port_name);
-			if (pipeline_sink)
-				source_port->pipeline_port = sink_name;
-			else {
-				source_port->pipeline_port = "";
-				source_port->interfaces.push_back(sink_task);
-			}
-		}
-
-		// update input reference if there is one
-		port_t* sink_port;
-		if (!pipeline_sink) {
-			sink_port = find_port(&(sink_task->inputs), sink_port_name);
-			if (pipeline_source)
-				sink_port->pipeline_port = source_name;
-			else {
-				sink_port->pipeline_port = "";
-				sink_port->interfaces.push_back(source_task);
-			}
-		}
-
-		// consumes the datalink ending
-		while (string(line).find(de) == string::npos && get_line(&line, workflow) != -1);
-		// cout << "datalink end" << line << endl;
-		
-	}
-
-}
-
-vector<general_field_t> get_all_fields(FILE* workflow, string start, string end) {
-	char *line = NULL;
-	size_t len = 0;
-	string type;
-	string field;
-	vector<general_field_t> fields;
-	general_field_t general_field;
-
-	// consumes the beginning
-	while (get_line(&line, workflow) != -1 && string(line).find(start) == string::npos);
-
-	// create general field regex
-	regex r ("<[\\w]+>[\\w ]+<\\/[\\w]+>");
-	
-	// keep fiding fields until the end
-	while (get_line(&line, workflow) != -1 && string(line).find(end) == string::npos) {
-		smatch match;
-		string s(line);
-		regex_search(s, match, r);
-
-		// if got a general field match
-		if (match.size() == 1) {
-			// cout << "general field match: " << line << endl;
-			type = s.substr(s.find("<")+1, s.find(">")-s.find("<")-1);
-			field = s.substr(s.find("<" + type + ">")+type.length()+2, s.find("</" + type + ">")-s.find("<" + type + ">")-type.length()-2);
-			// cout << "type: " << type << ", field: " << field << endl;
-			general_field.type = type;
-			general_field.data = field;
-			fields.push_back(general_field);
-		}
-	}
-	return fields;
-}
-
-task_t* find_task(list<task_t>* tasks, string name) {
-	for (list<task_t>::iterator i = tasks->begin(); i != tasks->end(); i++)
-		if (i->name.compare(name) == 0)
-			return &(*i);
-
-	return NULL;
-}
-
-port_t* find_port(list<port_t>* ports, string name) {
-	for (list<port_t>::iterator i = ports->begin(); i != ports->end(); i++)
-		if (i->name.compare(name) == 0)
-			return &(*i);
-
-	return NULL;
-}
-
-int get_line(char** line, FILE* f) {
-	char* nline;
-	size_t length=0;
-	if (line_buffer.empty()) {
-		if (getline(&nline, &length, f) == -1)
-			return -1;
-		string sline(nline);
-		size_t pos=string::npos;
-		while ((pos = sline.find("><")) != string::npos) {
-			line_buffer.push_back(sline.substr(0,pos+1));
-			sline = sline.substr(pos+1);
-		}
-		line_buffer.push_back(sline);
-	}
-
-	char* cline = (char*)malloc((line_buffer.front().length()+1)*sizeof(char*));
-	memcpy(cline, line_buffer.front().c_str(), line_buffer.front().length()+1);
-	*line = cline;
-	line_buffer.pop_front();
-	return strlen(*line);
-}
-
-size_t size(list<string> s) {return s.size();}
-
-void print(list<string> s) {
-	for(list<string>::iterator i=s.begin();i!=s.end();i++)
-		cout << *i << endl;
-}
-
-// taken from: http://stackoverflow.com/questions/16388510/evaluate-a-string-with-a-switch-in-c
-constexpr unsigned int str2int(const char* str, int h = 0) {
-    return !str[h] ? 5381 : (str2int(str, h+1) * 33) ^ str[h];
-}
-
-parsing::port_type_t get_port_type(string s) {
-	switch (str2int(s.c_str())) {
-		case str2int("integer"):
-			return parsing::int_t;
-		case str2int("float"):
-			return parsing::float_t;
-		case str2int("string"):
-			return parsing::string_t;
-		case str2int("array"):
-			return parsing::array_t;
-		default:
-			return parsing::error;
-	}
-}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/Segmentation.cpp
deleted file mode 100644
index 96db77b..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/Segmentation.cpp
+++ /dev/null
@@ -1,115 +0,0 @@
-/*
- * Segmentation.cpp
- *
- *  Created on: Feb 15, 2013
- *      Author: george
- */
-
-#include "Segmentation.h"
-
-
-Segmentation::Segmentation() {
-	this->setComponentName("Segmentation");
-	this->addInputOutputDataRegion("tile", "BGR", RTPipelineComponentBase::INPUT);//_OUTPUT
-	this->addInputOutputDataRegion("tile", "MASK", RTPipelineComponentBase::OUTPUT);//_OUTPUT
-}
-
-Segmentation::~Segmentation() {
-
-}
-
-int Segmentation::run()
-{
-
-	// Print name and id of the component instance
-	std::cout << "Executing component: " << this->getComponentName() << " instance id: " << this->getId() <<std::endl;
-	RegionTemplate * inputRt = this->getRegionTemplateInstance("tile");
-
-	int parameterId = ((ArgumentInt*)this->getArgument(0))->getArgValue();
-	int parameterSegId = ((ArgumentInt*)this->getArgument(1))->getArgValue();
-	unsigned char blue = (unsigned char)((ArgumentInt*)this->getArgument(2))->getArgValue();
-	unsigned char green = (unsigned char)((ArgumentInt*)this->getArgument(3))->getArgValue();
-	unsigned char red = (unsigned char)((ArgumentInt*)this->getArgument(4))->getArgValue();
-	double T1 = (double)((ArgumentFloat*)this->getArgument(5))->getArgValue();
-	double T2 = (double)((ArgumentFloat*)this->getArgument(6))->getArgValue();
-	unsigned char G1 = (unsigned char)((ArgumentInt*)this->getArgument(7))->getArgValue();
-	unsigned char G2 = (unsigned char)((ArgumentInt*)this->getArgument(8))->getArgValue();
-	int minSize = ((ArgumentInt*)this->getArgument(9))->getArgValue();
-	int maxSize = ((ArgumentInt*)this->getArgument(10))->getArgValue();
-	int minSizePl = ((ArgumentInt*)this->getArgument(11))->getArgValue();
-	int minSizeSeg = ((ArgumentInt*)this->getArgument(12))->getArgValue();
-	int maxSizeSeg= ((ArgumentInt*)this->getArgument(13))->getArgValue();
-	int fillHolesConnectivity= ((ArgumentInt*)this->getArgument(14))->getArgValue();
-	int reconConnectivity= ((ArgumentInt*)this->getArgument(15))->getArgValue();
-	int watershedConnectivity= ((ArgumentInt*)this->getArgument(16))->getArgValue();
-
-	if(inputRt != NULL){
-		DenseDataRegion2D *bgr = NULL;
-		try{
-			bgr = dynamic_cast<DenseDataRegion2D*>(inputRt->getDataRegion("BGR", "", 0, parameterId));
-			std::cout << "Segmentation. paramenterId: "<< parameterId<<std::endl;
-		}catch(...){
-			std::cout <<"ERROR SEGMENTATION " << std::endl;
-			bgr=NULL;
-		}
-		if(bgr != NULL){
-			std::cout << "Segmentation. BGR input id: "<< bgr->getId() << " paramenterId: "<< parameterId<<std::endl;
-			// Create output data region
-			DenseDataRegion2D *mask = new DenseDataRegion2D();
-			mask->setName("MASK");
-			mask->setId(bgr->getId());
-			mask->setVersion(parameterSegId);
-
-			inputRt->insertDataRegion(mask);
-			std::cout <<  "nDataRegions: after:" << inputRt->getNumDataRegions() << std::endl;
-
-			// Create processing tasks
-			TaskSegmentationStg1 * segTask1 = new TaskSegmentationStg1(bgr, blue, 
-				green, red, T1, T2, G1, minSize, maxSize, G2, fillHolesConnectivity, 
-				reconConnectivity, &findCandidateResult, &seg_norbc, NULL, NULL);
-
-			TaskSegmentationStg2 * segTask2 = new TaskSegmentationStg2(&findCandidateResult, 
-				&seg_norbc, &seg_nohole,NULL, NULL);
-			TaskSegmentationStg3 * segTask3 = new TaskSegmentationStg3(&seg_nohole, 
-				&seg_open, NULL, NULL);
-			img = bgr->getData();
-			TaskSegmentationStg4 * segTask4 = new TaskSegmentationStg4(&img, minSizePl, 
-				watershedConnectivity, &seg_open, &seg_nonoverlap, NULL, NULL);
-			TaskSegmentationStg5 * segTask5 = new TaskSegmentationStg5(minSizeSeg, 
-				maxSizeSeg, &seg_nonoverlap, &seg, NULL, NULL);
-			TaskSegmentationStg6 * segTask6 = new TaskSegmentationStg6(&seg, mask, fillHolesConnectivity, NULL, NULL);
-
-			// set dependencies
-			segTask2->addDependency(segTask1);
-			segTask3->addDependency(segTask2);
-			segTask4->addDependency(segTask3);
-			segTask5->addDependency(segTask4);
-			segTask6->addDependency(segTask5);
-			
-			this->executeTask(segTask1);
-			this->executeTask(segTask2);
-			this->executeTask(segTask3);
-			this->executeTask(segTask4);
-			this->executeTask(segTask5);
-			this->executeTask(segTask6);
-
-		}else{
-			std::cout << __FILE__ << ":" << __LINE__ <<" DR == NULL" << std::endl;
-		}
-
-	}else{
-		std::cout << __FILE__ << ":" << __LINE__ <<" RT == NULL" << std::endl;
-	}
-
-	return 0;
-}
-
-// Create the component factory
-PipelineComponentBase* componentFactorySeg() {
-	return new Segmentation();
-}
-
-// register factory with the runtime system
-bool registered = PipelineComponentBase::ComponentFactory::componentRegister("Segmentation", &componentFactorySeg);
-
-
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/Segmentation.h b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/Segmentation.h
deleted file mode 100644
index ad64282..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/Segmentation.h
+++ /dev/null
@@ -1,58 +0,0 @@
-/*
- * Segmentation.h
- *
- *  Created on: Feb 12, 2013
- *  Author: george
- */
-
-#ifndef SEGMENTATION_H_
-#define SEGMENTATION_H_
-
-#include "RTPipelineComponentBase.h"
-
-#include "opencv2/opencv.hpp"
-#include "opencv2/gpu/gpu.hpp"
-#include "HistologicalEntities.h"
-#include "PixelOperations.h"
-#include "MorphologicOperations.h"
-#include "Util.h"
-#include "FileUtils.h"
-
-#include "TaskSegmentationStg1.hpp"
-#include "TaskSegmentationStg2.hpp"
-#include "TaskSegmentationStg3.hpp"
-#include "TaskSegmentationStg4.hpp"
-#include "TaskSegmentationStg5.hpp"
-#include "TaskSegmentationStg6.hpp"
-
-class Segmentation : public RTPipelineComponentBase {
-private:
-	cv::Mat inputImage;
-	cv::Mat outLabeledMask;
-
-	// stg1-2 intertask variables
-	int findCandidateResult;
-	Mat seg_norbc;
-
-	// stg2-3 intertask variables
-	Mat seg_nohole;
-
-	// stg3-4 intertask variables
-	Mat seg_open;
-
-	// stg4-5 intertask variables
-	Mat img;
-	Mat seg_nonoverlap;
-
-	// stg5-6 intertask variables
-	Mat seg;
-
-public:
-	Segmentation();
-	virtual ~Segmentation();
-
-	int run();
-
-};
-
-#endif /* SEGMENTATION_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskNormalization.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskNormalization.cpp
deleted file mode 100644
index 6e91050..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskNormalization.cpp
+++ /dev/null
@@ -1,31 +0,0 @@
-#include "TaskNormalization.h"
-
-TaskNormalization::TaskNormalization(DenseDataRegion2D* raw, DenseDataRegion2D* bgr, float targetMean[3]) {
-	this->bgr = bgr;
-	this->raw = raw;
-	for(int i = 0; i < 3; i++) this->targetMean[i] = targetMean[i];
-}
-
-TaskNormalization::~TaskNormalization() {
-	if(raw != NULL) delete raw;
-}
-
-bool TaskNormalization::run(int procType, int tid) {
-	cv::Mat inputImage = this->raw->getData();
-	// target values computed from the reference image
-
-	float targetStd[3] = {0.26235, 0.0514831, 0.0114217};
-
-	cv::Mat NormalizedImg;
-	std::cout << "Normalization:: "<< " targetMean: "<< targetMean[0]<<":"<< targetMean[1]<<":"<< targetMean[2]<<std::endl;
-	uint64_t t1 = Util::ClockGetTimeProfile();
-	if(inputImage.rows > 0)
-		NormalizedImg = ::nscale::Normalization::normalization(inputImage, targetMean, targetStd);
-	else
-		std::cout <<"Normalization: input data NULL" << std::endl;
-	uint64_t t2 = Util::ClockGetTimeProfile();
-
-	this->bgr->setData(NormalizedImg);
-
-	std::cout << "Task Normalization time elapsed: "<< t2-t1 << std::endl;
-}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskNormalization.h b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskNormalization.h
deleted file mode 100644
index 38c65de..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskNormalization.h
+++ /dev/null
@@ -1,32 +0,0 @@
-
-
-#ifndef TASK_NORMALIZATION_H_
-#define TASK_NORMALIZATION_H_
-
-#include "Task.h"
-#include "DenseDataRegion2D.h"
-
-#include "opencv2/opencv.hpp"
-#include "opencv2/gpu/gpu.hpp"
-#include "Normalization.h"
-#include "Util.h"
-#include "FileUtils.h"
-
-
-
-class TaskNormalization: public Task {
-private:
-	DenseDataRegion2D* raw;
-	DenseDataRegion2D* bgr;
-
-	float targetMean[3];
-
-public:
-	TaskNormalization(DenseDataRegion2D* raw, DenseDataRegion2D* bgr, float targetMean[3]);
-
-	virtual ~TaskNormalization();
-
-	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
-};
-
-#endif /* TASK_NORMALIZATION_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentation.cpp
deleted file mode 100644
index 808f0fa..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentation.cpp
+++ /dev/null
@@ -1,45 +0,0 @@
-#include "TaskSegmentation.h"
-
-TaskSegmentation::TaskSegmentation(DenseDataRegion2D* bgr, DenseDataRegion2D* mask, unsigned char blue, unsigned char green, unsigned char red, double T1, double T2, unsigned char G1, unsigned char G2, int minSize, int maxSize, int minSizePl, int minSizeSeg, int maxSizeSeg, int fillHolesConnectivity, int reconConnectivity, int watershedConnectivity) {
-	this->bgr = bgr;
-	this->mask = mask;
-
-	this->blue = blue;
-	this->green = green;
-	this->red = red;
-
-	this->T1 = T1;
-	this->T2 = T2;
-	this->G1 = G1;
-	this->G2 = G2;
-	this->minSize = minSize;
-	this->maxSize = maxSize;
-	this->minSizePl = minSizePl;
-	this->minSizeSeg = minSizeSeg;
-	this->maxSizeSeg = maxSizeSeg;
-	this->fillHolesConnectivity=fillHolesConnectivity;
-	this->reconConnectivity=reconConnectivity;
-	this->watershedConnectivity=watershedConnectivity;
-}
-
-TaskSegmentation::~TaskSegmentation() {
-	if(bgr != NULL) delete bgr;
-}
-
-bool TaskSegmentation::run(int procType, int tid) {
-	cv::Mat inputImage = this->bgr->getData();
-	cv::Mat outMask;
-
-	uint64_t t1 = Util::ClockGetTimeProfile();
-
-	std::cout << "TaskSegmentation: " << (int)blue << ":"<< (int)green << ":"<< (int)red << ":"<< T1<< ":"<< T2<< ":"<< (int)G1<< ":"<< minSize<< ":"<< maxSize<< ":"<< (int)G2<< ":"<< minSizePl<< ":"<< minSizeSeg<< ":"<< maxSizeSeg << ":" << fillHolesConnectivity << ":" << reconConnectivity << ":" << watershedConnectivity << std::endl;
-	if(inputImage.rows > 0)
-		int segmentationExecCode = ::nscale::HistologicalEntities::segmentNuclei(inputImage, outMask, blue, green, red, T1, T2, G1, minSize, maxSize, G2, minSizePl, minSizeSeg, maxSizeSeg, fillHolesConnectivity, reconConnectivity, watershedConnectivity);
-	else
-		std::cout <<"Segmentation: input data NULL"<< std::endl;
-	this->mask->setData(outMask);
-
-	uint64_t t2 = Util::ClockGetTimeProfile();
-
-	std::cout << "Task Segmentation time elapsed: "<< t2-t1 << std::endl;
-}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentation.h b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentation.h
deleted file mode 100644
index 6d45c9e..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentation.h
+++ /dev/null
@@ -1,38 +0,0 @@
-
-
-#ifndef TASK_SEGMENTATION_H_
-#define TASK_SEGMENTATION_H_
-
-#include "Task.h"
-#include "DenseDataRegion2D.h"
-
-#include "opencv2/opencv.hpp"
-#include "opencv2/gpu/gpu.hpp"
-#include "HistologicalEntities.h"
-#include "PixelOperations.h"
-#include "MorphologicOperations.h"
-#include "Util.h"
-#include "FileUtils.h"
-
-
-
-class TaskSegmentation: public Task {
-private:
-	DenseDataRegion2D* bgr;
-	DenseDataRegion2D* mask;
-
-	unsigned char blue, green, red;
-	double T1, T2;
-	unsigned char G1, G2;
-	int minSize, maxSize, minSizePl, minSizeSeg, maxSizeSeg;
-	int fillHolesConnectivity, reconConnectivity, watershedConnectivity;
-
-public:
-	TaskSegmentation(DenseDataRegion2D* bgr, DenseDataRegion2D* mask, unsigned char blue, unsigned char green, unsigned char red, double T1, double T2, unsigned char G1, unsigned char G2, int minSize, int maxSize, int minSizePl, int minSizeSeg, int maxSizeSeg, int fillHolesConnectivity, int reconConnectivity, int watershedConnectivity);
-
-	virtual ~TaskSegmentation();
-
-	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
-};
-
-#endif /* TASK_SEGMENTATION_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg1.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg1.cpp
deleted file mode 100644
index 0d3dc2f..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg1.cpp
+++ /dev/null
@@ -1,37 +0,0 @@
-#include "TaskSegmentationStg1.hpp"
-
-TaskSegmentationStg1::TaskSegmentationStg1(DenseDataRegion2D* bgr, unsigned char blue, unsigned char green, unsigned char red, double T1, double T2, unsigned char G1, int minSize, int maxSize, unsigned char G2, int fillHolesConnectivity, int reconConnectivity, int* findCandidateResult, cv::Mat* seg_norbc, ::cciutils::SimpleCSVLogger *logger, ::cciutils::cv::IntermediateResultHandler *iresHandler) {
-
-	this->img = bgr->getData();
-
-	this->blue = blue;
-	this->green = green;
-	this->red = red;
-
-	this->T1 = T1;
-	this->T2 = T2;
-	this->G1 = G1;
-	this->G2 = G2;
-	this->minSize = minSize;
-	this->maxSize = maxSize;
-	this->fillHolesConnectivity=fillHolesConnectivity;
-	this->reconConnectivity=reconConnectivity;
-
-	this->seg_norbc = seg_norbc;
-	this->findCandidateResult = findCandidateResult;
-	this->logger = logger;
-	this->iresHandler = iresHandler;
-}
-
-TaskSegmentationStg1::~TaskSegmentationStg1() {};
-
-bool TaskSegmentationStg1::run(int procType, int tid) {
-	uint64_t t1 = Util::ClockGetTimeProfile();
-
-	std::cout << "TaskSegmentationStg1" << std::endl;
-	int segmentationExecCode = ::nscale::HistologicalEntities::segmentNucleiStg1(img, blue, green, red, T1, T2, G1, minSize, maxSize, G2, fillHolesConnectivity, reconConnectivity, findCandidateResult, seg_norbc, logger, iresHandler);
-	
-	uint64_t t2 = Util::ClockGetTimeProfile();
-
-	std::cout << "Task Segmentation Stg1 time elapsed: "<< t2-t1 << std::endl;
-}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg1.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg1.hpp
deleted file mode 100644
index 5229577..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg1.hpp
+++ /dev/null
@@ -1,44 +0,0 @@
-#ifndef TASK_SEGMENTATION_STG1_H_
-#define TASK_SEGMENTATION_STG1_H_
-
-#include "Task.h"
-#include "DenseDataRegion2D.h"
-
-#include "opencv2/opencv.hpp"
-#include "opencv2/gpu/gpu.hpp"
-#include "HistologicalEntities.h"
-#include "PixelOperations.h"
-#include "MorphologicOperations.h"
-#include "Util.h"
-#include "FileUtils.h"
-
-
-
-class TaskSegmentationStg1: public Task {
-private:
-	cv::Mat img;
-
-	unsigned char blue, green, red;
-	double T1, T2;
-	unsigned char G1, G2;
-	int minSize, maxSize;
-
-	int fillHolesConnectivity, reconConnectivity;
-	int* findCandidateResult;
-	cv::Mat* seg_norbc;
-	
-	::cciutils::SimpleCSVLogger *logger;
-	::cciutils::cv::IntermediateResultHandler *iresHandler;
-
-public:
-	TaskSegmentationStg1(DenseDataRegion2D* bgr, unsigned char blue, unsigned char green, unsigned char red, 
-		double T1, double T2, unsigned char G1, int minSize, int maxSize, unsigned char G2, 
-		int fillHolesConnectivity, int reconConnectivity, int* findCandidateResult, 
-		cv::Mat* seg_norbc, ::cciutils::SimpleCSVLogger *logger, ::cciutils::cv::IntermediateResultHandler *iresHandler);
-
-	virtual ~TaskSegmentationStg1();
-
-	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
-};
-
-#endif /* TASK_SEGMENTATION_STG1_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg2.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg2.cpp
deleted file mode 100644
index 786a48d..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg2.cpp
+++ /dev/null
@@ -1,24 +0,0 @@
-#include "TaskSegmentationStg2.hpp"
-
-TaskSegmentationStg2::TaskSegmentationStg2(int* findCandidateResult, cv::Mat* seg_norbc, cv::Mat* seg_nohole, 
-		::cciutils::SimpleCSVLogger *logger, ::cciutils::cv::IntermediateResultHandler *iresHandler){
-
-	this->findCandidateResult = findCandidateResult;
-	this->seg_norbc = seg_norbc;
-	this->seg_nohole = seg_nohole;
-	this->logger = logger;
-	this->iresHandler = iresHandler;
-}
-
-TaskSegmentationStg2::~TaskSegmentationStg2() {}
-
-bool TaskSegmentationStg2::run(int procType, int tid) {
-	uint64_t t1 = Util::ClockGetTimeProfile();
-
-	std::cout << "TaskSegmentationStg2:" << std::endl;
-		int segmentationExecCode = ::nscale::HistologicalEntities::segmentNucleiStg2(findCandidateResult, seg_norbc, seg_nohole, logger, iresHandler);
-
-	uint64_t t2 = Util::ClockGetTimeProfile();
-
-	std::cout << "Task Segmentation time elapsed: "<< t2-t1 << std::endl;
-}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg2.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg2.hpp
deleted file mode 100644
index 0d02c15..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg2.hpp
+++ /dev/null
@@ -1,34 +0,0 @@
-#ifndef TASK_SEGMENTATION_STG2_H_
-#define TASK_SEGMENTATION_STG2_H_
-
-#include "Task.h"
-#include "DenseDataRegion2D.h"
-
-#include "opencv2/opencv.hpp"
-#include "opencv2/gpu/gpu.hpp"
-#include "HistologicalEntities.h"
-#include "PixelOperations.h"
-#include "MorphologicOperations.h"
-#include "Util.h"
-#include "FileUtils.h"
-
-
-
-class TaskSegmentationStg2: public Task {
-private:
-	int* findCandidateResult;
-	cv::Mat* seg_norbc;
-	cv::Mat* seg_nohole;
-	::cciutils::SimpleCSVLogger *logger;
-	::cciutils::cv::IntermediateResultHandler *iresHandler;
-
-public:
-	TaskSegmentationStg2(int* findCandidateResult, cv::Mat* seg_norbc, cv::Mat* seg_nohole, 
-		::cciutils::SimpleCSVLogger *logger, ::cciutils::cv::IntermediateResultHandler *iresHandler);
-
-	virtual ~TaskSegmentationStg2();
-
-	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
-};
-
-#endif /* TASK_SEGMENTATION_STG2_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg3.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg3.cpp
deleted file mode 100644
index 81cb31b..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg3.cpp
+++ /dev/null
@@ -1,23 +0,0 @@
-#include "TaskSegmentationStg3.hpp"
-
-TaskSegmentationStg3::TaskSegmentationStg3(cv::Mat* seg_nohole, cv::Mat* seg_open, 
-		::cciutils::SimpleCSVLogger *logger, ::cciutils::cv::IntermediateResultHandler *iresHandler){
-
-	this->seg_open = seg_open;
-	this->seg_nohole = seg_nohole;
-	this->logger = logger;
-	this->iresHandler = iresHandler;
-}
-
-TaskSegmentationStg3::~TaskSegmentationStg3() {}
-
-bool TaskSegmentationStg3::run(int procType, int tid) {
-	uint64_t t1 = Util::ClockGetTimeProfile();
-
-	std::cout << "TaskSegmentationStg3:" << std::endl;
-		int segmentationExecCode = ::nscale::HistologicalEntities::segmentNucleiStg3(seg_nohole, seg_open, logger, iresHandler);
-
-	uint64_t t2 = Util::ClockGetTimeProfile();
-
-	std::cout << "Task Segmentation time elapsed: "<< t2-t1 << std::endl;
-}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg3.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg3.hpp
deleted file mode 100644
index f38e201..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg3.hpp
+++ /dev/null
@@ -1,33 +0,0 @@
-#ifndef TASK_SEGMENTATION_STG3_H_
-#define TASK_SEGMENTATION_STG3_H_
-
-#include "Task.h"
-#include "DenseDataRegion2D.h"
-
-#include "opencv2/opencv.hpp"
-#include "opencv2/gpu/gpu.hpp"
-#include "HistologicalEntities.h"
-#include "PixelOperations.h"
-#include "MorphologicOperations.h"
-#include "Util.h"
-#include "FileUtils.h"
-
-
-
-class TaskSegmentationStg3: public Task {
-private:
-	cv::Mat* seg_open;
-	cv::Mat* seg_nohole;
-	::cciutils::SimpleCSVLogger *logger;
-	::cciutils::cv::IntermediateResultHandler *iresHandler;
-
-public:
-	TaskSegmentationStg3(cv::Mat* seg_nohole, cv::Mat* seg_open, 
-		::cciutils::SimpleCSVLogger *logger, ::cciutils::cv::IntermediateResultHandler *iresHandler);
-
-	virtual ~TaskSegmentationStg3();
-
-	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
-};
-
-#endif /* TASK_SEGMENTATION_STG3_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg4.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg4.cpp
deleted file mode 100644
index 543ccaa..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg4.cpp
+++ /dev/null
@@ -1,29 +0,0 @@
-#include "TaskSegmentationStg4.hpp"
-
-TaskSegmentationStg4::TaskSegmentationStg4(const cv::Mat* img, int minSizePl, int watershedConnectivity, 
-		cv::Mat* seg_open, cv::Mat* seg_nonoverlap, ::cciutils::SimpleCSVLogger *logger, 
-		::cciutils::cv::IntermediateResultHandler *iresHandler){
-
-	this->img = img;
-	this->minSizePl = minSizePl;
-	this->watershedConnectivity = watershedConnectivity;
-	this->seg_open = seg_open;
-	this->seg_nonoverlap = seg_nonoverlap;
-
-	this->logger = logger;
-	this->iresHandler = iresHandler;
-}
-
-TaskSegmentationStg4::~TaskSegmentationStg4() {}
-
-bool TaskSegmentationStg4::run(int procType, int tid) {
-	uint64_t t1 = Util::ClockGetTimeProfile();
-
-	std::cout << "TaskSegmentationStg4:" << std::endl;
-		int segmentationExecCode = ::nscale::HistologicalEntities::segmentNucleiStg4(img, minSizePl, 
-			watershedConnectivity, seg_open, seg_nonoverlap, logger, iresHandler);
-
-	uint64_t t2 = Util::ClockGetTimeProfile();
-
-	std::cout << "Task Segmentation time elapsed: "<< t2-t1 << std::endl;
-}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg4.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg4.hpp
deleted file mode 100644
index 8569964..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg4.hpp
+++ /dev/null
@@ -1,37 +0,0 @@
-#ifndef TASK_SEGMENTATION_STG4_H_
-#define TASK_SEGMENTATION_STG4_H_
-
-#include "Task.h"
-#include "DenseDataRegion2D.h"
-
-#include "opencv2/opencv.hpp"
-#include "opencv2/gpu/gpu.hpp"
-#include "HistologicalEntities.h"
-#include "PixelOperations.h"
-#include "MorphologicOperations.h"
-#include "Util.h"
-#include "FileUtils.h"
-
-
-
-class TaskSegmentationStg4: public Task {
-private:
-	const cv::Mat* img;
-	int minSizePl;
-	int watershedConnectivity;
-	cv::Mat* seg_open;
-	cv::Mat* seg_nonoverlap;
-	::cciutils::SimpleCSVLogger *logger;
-	::cciutils::cv::IntermediateResultHandler *iresHandler;
-
-public:
-	TaskSegmentationStg4(const cv::Mat* img, int minSizePl, int watershedConnectivity, 
-		cv::Mat* seg_open, cv::Mat* seg_nonoverlap, ::cciutils::SimpleCSVLogger *logger, 
-		::cciutils::cv::IntermediateResultHandler *iresHandler);
-
-	virtual ~TaskSegmentationStg4();
-
-	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
-};
-
-#endif /* TASK_SEGMENTATION_STG4_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg5.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg5.cpp
deleted file mode 100644
index 123195f..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg5.cpp
+++ /dev/null
@@ -1,27 +0,0 @@
-#include "TaskSegmentationStg5.hpp"
-
-TaskSegmentationStg5::TaskSegmentationStg5(int minSizeSeg, int maxSizeSeg, cv::Mat* seg_nonoverlap, cv::Mat* seg, 
-		::cciutils::SimpleCSVLogger *logger, ::cciutils::cv::IntermediateResultHandler *iresHandler){
-
-	this->minSizeSeg = minSizeSeg;
-	this->maxSizeSeg = maxSizeSeg;
-	this->seg_nonoverlap = seg_nonoverlap;
-	this->seg = seg;
-
-	this->logger = logger;
-	this->iresHandler = iresHandler;
-}
-
-TaskSegmentationStg5::~TaskSegmentationStg5() {}
-
-bool TaskSegmentationStg5::run(int procType, int tid) {
-	uint64_t t1 = Util::ClockGetTimeProfile();
-
-	std::cout << "TaskSegmentationStg5:" << std::endl;
-		int segmentationExecCode = ::nscale::HistologicalEntities::segmentNucleiStg5(minSizeSeg, maxSizeSeg, seg_nonoverlap, 
-			seg, logger, iresHandler);
-
-	uint64_t t2 = Util::ClockGetTimeProfile();
-
-	std::cout << "Task Segmentation time elapsed: "<< t2-t1 << std::endl;
-}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg5.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg5.hpp
deleted file mode 100644
index a272649..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg5.hpp
+++ /dev/null
@@ -1,35 +0,0 @@
-#ifndef TASK_SEGMENTATION_STG5_H_
-#define TASK_SEGMENTATION_STG5_H_
-
-#include "Task.h"
-#include "DenseDataRegion2D.h"
-
-#include "opencv2/opencv.hpp"
-#include "opencv2/gpu/gpu.hpp"
-#include "HistologicalEntities.h"
-#include "PixelOperations.h"
-#include "MorphologicOperations.h"
-#include "Util.h"
-#include "FileUtils.h"
-
-
-
-class TaskSegmentationStg5: public Task {
-private:
-	int minSizeSeg;
-	int maxSizeSeg;
-	cv::Mat* seg_nonoverlap;
-	cv::Mat* seg;
-	::cciutils::SimpleCSVLogger *logger;
-	::cciutils::cv::IntermediateResultHandler *iresHandler;
-
-public:
-	TaskSegmentationStg5(int minSizeSeg, int maxSizeSeg, cv::Mat* seg_nonoverlap, cv::Mat* seg, 
-		::cciutils::SimpleCSVLogger *logger, ::cciutils::cv::IntermediateResultHandler *iresHandler);
-
-	virtual ~TaskSegmentationStg5();
-
-	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
-};
-
-#endif /* TASK_SEGMENTATION_STG5_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg6.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg6.cpp
deleted file mode 100644
index 6def671..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg6.cpp
+++ /dev/null
@@ -1,27 +0,0 @@
-#include "TaskSegmentationStg6.hpp"
-
-TaskSegmentationStg6::TaskSegmentationStg6(cv::Mat* seg, DenseDataRegion2D* output, int fillHolesConnectivity, ::cciutils::SimpleCSVLogger *logger, ::cciutils::cv::IntermediateResultHandler *iresHandler){
-
-	this->seg = seg;
-	this->output = output;
-	this->fillHolesConnectivity = fillHolesConnectivity;
-
-	this->logger = logger;
-	this->iresHandler = iresHandler;
-}
-
-TaskSegmentationStg6::~TaskSegmentationStg6() {}
-
-bool TaskSegmentationStg6::run(int procType, int tid) {
-	uint64_t t1 = Util::ClockGetTimeProfile();
-	cv::Mat outMask;
-
-	std::cout << "TaskSegmentationStg6:" << std::endl;
-		int segmentationExecCode = ::nscale::HistologicalEntities::segmentNucleiStg6(&outMask, fillHolesConnectivity, seg, logger, iresHandler);
-
-	this->output->setData(outMask);
-
-	uint64_t t2 = Util::ClockGetTimeProfile();
-
-	std::cout << "Task Segmentation time elapsed: "<< t2-t1 << std::endl;
-}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg6.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg6.hpp
deleted file mode 100644
index 2cd073c..0000000
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/old/TaskSegmentationStg6.hpp
+++ /dev/null
@@ -1,33 +0,0 @@
-#ifndef TASK_SEGMENTATION_STG6_H_
-#define TASK_SEGMENTATION_STG6_H_
-
-#include "Task.h"
-#include "DenseDataRegion2D.h"
-
-#include "opencv2/opencv.hpp"
-#include "opencv2/gpu/gpu.hpp"
-#include "HistologicalEntities.h"
-#include "PixelOperations.h"
-#include "MorphologicOperations.h"
-#include "Util.h"
-#include "FileUtils.h"
-
-
-
-class TaskSegmentationStg6: public Task {
-private:
-	DenseDataRegion2D* output;
-	cv::Mat* seg;
-	int fillHolesConnectivity;
-	::cciutils::SimpleCSVLogger *logger;
-	::cciutils::cv::IntermediateResultHandler *iresHandler;
-
-public:
-	TaskSegmentationStg6(cv::Mat* seg, DenseDataRegion2D* output, int fillHolesConnectivity, ::cciutils::SimpleCSVLogger *logger, ::cciutils::cv::IntermediateResultHandler *iresHandler);
-
-	virtual ~TaskSegmentationStg6();
-
-	bool run(int procType=ExecEngineConstants::CPU, int tid=0);
-};
-
-#endif /* TASK_SEGMENTATION_STG6_H_ */
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/parsing.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/parsing.cpp
new file mode 100644
index 0000000..50a5422
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/parsing.cpp
@@ -0,0 +1,440 @@
+#include "parsing.hpp"
+
+/***************************************************************/
+/***************** Arguments parsing functions *****************/
+/***************************************************************/
+
+int find_arg_pos(string s, int argc, char** argv) {
+	for (int i=1; i<argc; i++)
+		if (string(argv[i]).compare(s)==0)
+			return i;
+	return -1;
+}
+
+/***************************************************************/
+/***************** Workflow parsing functions ******************/
+/***************************************************************/
+
+// returns by reference a map of input arguments to an uid from 'workflow_descriptor' with the
+// list if all possible values each argument can get on a separate map, linked with the same uid
+void get_inputs_from_file(FILE* workflow_descriptor, 
+	map<int, ArgumentBase*> &workflow_inputs, 
+	map<int, list<ArgumentBase*>> &parameters_values) {
+
+	char *line = NULL;
+	size_t len = 0;
+
+	// initial ports section beginning and end
+	string ip("<inputPorts>");
+	string ipe("</inputPorts>");
+	
+	// ports section beginning and end
+	string p("<port>");
+	string pe("</port>");
+
+	// argument name, stored before to be consumed when the ArgumentBase type can be set
+	string name;
+
+	// go to the initial ports beginning
+	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ip) == string::npos)
+		delete line;
+	// cout << "port init begin: " << line << endl;
+
+	// keep getting ports until it reaches the end of initial ports
+	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ipe) == string::npos) {
+		// consumes the port beginning
+		while (string(line).find(p) == string::npos && get_line(&line, workflow_descriptor) != -1) {
+			delete line;
+			line = NULL;
+		}
+
+		if (line != NULL)
+			delete line;
+		// cout << "port begin: " << line << endl;
+
+		// finds the name field
+		name = get_workflow_name(workflow_descriptor);
+		// cout << "name: " << name << endl;
+
+		// finds the description field
+		string description = get_workflow_field(workflow_descriptor, "text");
+		// cout << "description: " << description << endl;
+
+		// parse the description to get the input value(s)
+		Json::Reader reader;
+		bool wellFormed;
+		Json::Value data;
+
+		wellFormed = reader.parse(description, data, false);
+		if(!wellFormed) {
+			cout << "Failed to parse JSON: " << description << endl << reader.getFormattedErrorMessages() << endl;
+			exit(-3);
+		}
+
+		// create the propper Argument object for each type case also getting
+		// the parameters' values
+		ArgumentBase* inp_arg;
+		list<ArgumentBase*> inp_values;
+		switch (get_port_type(data["type"].asString())) {
+			case parsing::int_t:
+				// create the argument
+				inp_arg = new ArgumentInt();
+				// cout << "int argument: " << name << ", values: " << endl;		
+				// get all possible values for the argument
+				for (int i=0; i<data["values"].size(); i++) {
+					ArgumentBase* val = new ArgumentInt(data["values"][i].asInt());
+					// cout << ((ArgumentInt*)val)->toString() << endl;
+					inp_values.emplace_back(val);
+				}
+				// cout << endl;
+				break;
+			case parsing::string_t:
+				// create the argument
+				inp_arg = new ArgumentString();
+				// cout << "string argument: " << name << ", values: " << endl;		
+				// get all possible values for the argument
+				for (int i=0; i<data["values"].size(); i++) {
+					ArgumentBase* val = new ArgumentString(data["values"][i].asString());
+					// cout << ((ArgumentString*)val)->toString() << endl;
+					inp_values.emplace_back(val);
+				}
+				// cout << endl;
+				break;
+			case parsing::float_t:
+				// create the argument
+				inp_arg = new ArgumentFloat();
+				// cout << "float argument: " << name << ", values: " << endl;		
+				// get all possible values for the argument
+				for (int i=0; i<data["values"].size(); i++) {
+					ArgumentBase* val = new ArgumentFloat(data["values"][i].asFloat());
+					// cout << ((ArgumentFloat*)val)->toString() << endl;
+					inp_values.emplace_back(val);
+				}
+				// cout << endl;
+				break;
+			case parsing::float_array_t:
+				// create the argument
+				inp_arg = new ArgumentFloatArray();
+				// cout << "floatarray argument: " << name << ", values: " << endl;		
+				// get all possible values for the argument
+				for (int i=0; i<data["values"].size(); i++) {
+					ArgumentBase* val = new ArgumentFloatArray();
+					// cout << "[";
+					for (int j=0; j<data["values"][i].size(); j++) {
+						ArgumentFloat temp(data["values"][i][j].asFloat());
+						((ArgumentFloatArray*)val)->addArgValue(temp);
+						// cout << temp.toString() << endl;
+					}
+					// cout << "]";
+					inp_values.emplace_back(val);
+				}
+				// cout << endl;
+				break;
+			case parsing::rt_t:
+				// create the argument
+				inp_arg = new ArgumentRT();
+				// cout << "string argument: " << name << ", values: " << endl;		
+				// get all possible values for the argument
+				for (int i=0; i<data["values"].size(); i++) {
+					ArgumentBase* val = new ArgumentRT(data["values"][i].asString());
+					((ArgumentRT*)val)->isFileInput = true;
+					// cout << ((ArgumentString*)val)->toString() << endl;
+					inp_values.emplace_back(val);
+				}
+				// cout << endl;
+				break;
+			default:
+				exit(-4);
+		}
+
+		// set inp_arg name, id and input type
+		inp_arg->setName(name);
+		int arg_id = new_uid();
+		inp_arg->setId(arg_id);
+		inp_arg->setIo(ArgumentBase::input);
+
+		// add input argument to map
+		workflow_inputs[arg_id] = inp_arg;
+
+		// add list of argument values to map
+		parameters_values[arg_id] = inp_values;
+
+		// consumes the port ending
+		while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pe) == string::npos)
+			delete line;
+			// cout << "not port end: " << line << endl;
+		// cout << "port end: " << line << endl;
+	}
+}
+
+// returns by reference a map of output arguments, mapped by an uid, 'workflow_outputs'
+void get_outputs_from_file(FILE* workflow_descriptor, map<int, ArgumentBase*> &workflow_outputs) {
+
+	char *line = NULL;
+	size_t len = 0;
+
+	// initial ports section beginning and end
+	string ip("<outputPorts>");
+	string ipe("</outputPorts>");
+	
+	// ports section beginning and end
+	string p("<port>");
+	string pe("</port>");
+
+	// go to the initial ports beginning
+	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ip) == string::npos)
+		delete line;
+	// cout << "port init begin: " << line << endl;
+
+	// keep getting ports until it reaches the end of initial ports
+	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ipe) == string::npos) {
+		// consumes the port beginning
+		while (string(line).find(p) == string::npos && get_line(&line, workflow_descriptor) != -1) {
+			delete line;
+			line = NULL;
+		}
+		if (line != NULL)
+			delete line;
+		// cout << "port begin: " << line << endl;
+
+		// finds the name field
+		string name = get_workflow_name(workflow_descriptor);
+		// cout << "name: " << name << endl;
+
+		// finds the description field
+		string description = get_workflow_field(workflow_descriptor, "text");
+		// cout << "description: " << description << endl;
+
+		// parse the description to get the input value(s)
+		Json::Reader reader;
+		bool wellFormed;
+		Json::Value data;
+
+		wellFormed = reader.parse(description, data, false);
+		if(!wellFormed) {
+			cout << "Failed to parse JSON: " << description << endl << reader.getFormattedErrorMessages() << endl;
+			exit(-3);
+		}
+
+		// create the propper Argument object for each type case also getting
+		// the parameters' values
+		ArgumentBase* out_arg;
+		switch (get_port_type(data["type"].asString())) {
+			case parsing::int_t:
+				// create the argument
+				out_arg = new ArgumentInt();
+				// cout << "int output: " << name << endl;		
+				break;
+			case parsing::string_t:
+				// create the argument
+				out_arg = new ArgumentString();
+				// cout << "string output: " << name << endl;		
+				break;
+			case parsing::float_t:
+				// create the argument
+				out_arg = new ArgumentFloat();
+				// cout << "float output: " << name << endl;		
+				break;
+			case parsing::float_array_t:
+				// create the argument
+				out_arg = new ArgumentFloatArray();
+				// cout << "floatarray output: " << name << endl;		
+				break;
+			case parsing::rt_t:
+				// create the argument
+				out_arg = new ArgumentRT();
+				// cout << "string output: " << name << endl;		
+				break;
+			default:
+				exit(-4);
+		}
+		
+		out_arg->setName(name);
+		out_arg->setIo(ArgumentBase::output);
+		int new_id = new_uid();
+		out_arg->setId(new_id);
+		workflow_outputs[new_id] = out_arg;
+
+		// consumes the port ending
+		while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pe) == string::npos)
+			delete line;
+			// get_line << "not port end: " << line << endl;
+		// cout << "port end: " << line << endl;
+	}
+	// cout << "port init end: " << line << endl;
+}
+
+// returns by reference the map of stages on its uid, 'base_stages', and also a map
+// of all output arguments of all stages on its uid, 'interstage_arguments'.
+void get_stages_from_file(FILE* workflow_descriptor, 
+	map<int, PipelineComponentBase*> &base_stages, 
+	map<int, ArgumentBase*> &interstage_arguments) {
+
+	char *line = NULL;
+	size_t len = 0;
+
+	string ps("<processors>");
+	string pse("</processors>");
+
+	string p("<processor>");
+	string pe("</processor>");
+
+	// go to the processors beginning
+	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ps) == string::npos)
+		delete line;
+		// cout << "not processor init begin: " << line << endl;
+	 // cout << "processor init begin: " << line << endl;
+
+	// keep getting single processors until it reaches the end of all processors
+	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pse) == string::npos) {
+		// consumes the processor beginning
+		while (string(line).find(p) == string::npos && get_line(&line, workflow_descriptor) != -1) {
+			delete line;
+			line = NULL;
+		}
+
+		if (line != NULL)
+			delete line;
+
+		// cout << "processor begin: " << line << endl;
+
+		// get stage fields
+		string name = get_workflow_name(workflow_descriptor);
+		// cout << "name: " << name << endl;
+
+		// get stage command
+		string command = get_workflow_field(workflow_descriptor, "command");
+		// cout << "command: " << command << endl;
+
+		PipelineComponentBase* stage = PipelineComponentBase::ComponentFactory::getComponentFactory(command)();
+		stage->setName(name);
+
+		// workaround to make sure that the RTs, if any, won't leak on the mearging part of the algorithm
+		stage->setLocation(PipelineComponentBase::WORKER_SIDE);
+
+		// get outputs and add them to the map of arguments
+		// list<string> inputs = get_workflow_ports(workflow_descriptor, "inputPorts");
+		// cout << "outputs:" << endl;
+		list<ArgumentBase*> outputs;
+		get_workflow_arguments(workflow_descriptor, outputs);
+		for(list<ArgumentBase*>::iterator i=outputs.begin(); i!=outputs.end(); i++) {
+			// cout << "\t" << (*i)->getId() << ":" << (*i)->getName() << endl;
+			interstage_arguments[(*i)->getId()] = *i;
+			stage->addOutput((*i)->getId());
+		}
+
+		int stg_id = new_uid();
+		// cout << "uid: " << stg_id << endl;
+		// setting task id
+		stage->setId(stg_id);
+		base_stages[stg_id] = stage;
+
+		// consumes the processor ending
+		while (get_line(&line, workflow_descriptor) != -1 && string(line).find(pe) == string::npos)
+			delete line;
+			// cout << "not processor end: " << line << endl;
+		// cout << "processor end: " << line << endl;
+	}
+}
+
+// returns by reference the map of stages to its ids updated. each stage now has
+// the list of input ids
+void connect_stages_from_file(FILE* workflow_descriptor, 
+	map<int, PipelineComponentBase*> &base_stages, 
+	map<int, ArgumentBase*> &interstage_arguments,
+	map<int, ArgumentBase*> &input_arguments,
+	map<int, list<int>> &deps,
+	map<int, ArgumentBase*> &workflow_outputs) {
+
+	char *line = NULL;
+	size_t len = 0;
+
+	string ds("<datalinks>");
+	string dse("</datalinks>");
+
+	string d("<datalink>");
+	string de("</datalink>");
+
+	string sink("<sink type=");
+	string sinke("</sink>");
+
+	string source("<source type=");
+	string sourcee("</source>");
+
+	// go to the datalinks beginning
+	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(ds) == string::npos)
+		delete line;
+		// cout << "not datalink init begin" << line << endl;
+	// cout << "datalink init begin" << line << endl;
+
+	// keep getting single datalinks until it reaches the end of all datalinks
+	while (get_line(&line, workflow_descriptor) != -1 && string(line).find(dse) == string::npos) {
+		// consumes the datalink beginning
+		while (string(line).find(d) == string::npos && get_line(&line, workflow_descriptor) != -1) {
+			delete line;
+			line = NULL;
+		}
+
+		if (line != NULL)
+			delete line;
+
+		// cout << "datalink begin" << line << endl;
+
+		// get sink and source fields
+		vector<general_field_t> all_sink_fields = get_all_fields(workflow_descriptor, sink, sinke);
+		vector<general_field_t> all_source_fields = get_all_fields(workflow_descriptor, source, sourcee);
+
+		// verify if it's a task sink instead of a workflow sink
+		if (all_sink_fields.size() != 1) {
+			// get the sink stage
+			PipelineComponentBase* sink_stg = find_stage(base_stages, all_sink_fields[0].data);
+			// cout << "stage " << sink_stg->getId() << ":" << sink_stg->getName() << " sink" << endl;
+
+			ArgumentBase* arg;
+			// check whether the source is from the workflow arguments or another stage
+			if (all_source_fields.size() == 1) {
+				// if source is workflow argument:
+				arg = find_argument(input_arguments, all_source_fields[0].data);
+				// cout << "source from workflow is " << arg->getId() << ":" << arg->getName() << endl;
+			} else {
+				// if the source is another stage
+				deps[sink_stg->getId()].emplace_back(find_stage(base_stages, all_source_fields[0].data)->getId());
+				arg = find_argument(interstage_arguments, all_source_fields[1].data);
+				arg->setParent(find_stage(base_stages, all_source_fields[0].data)->getId());
+				// cout << "source from stage " << all_source_fields[0].data << " is " << arg->getId() << ":" 
+				// 	<< arg->getName() << " parent " << arg->getParent() << endl;
+			}
+
+			// add the link to the sink stage
+			sink_stg->addInput(arg->getId());
+		} 
+		else {
+			// cout << "workflow argument sink: " << all_sink_fields[0].data << endl;
+			// update workflow output id in order to access it later to retreive the output
+			
+			ArgumentBase* itstg_argument = find_argument(interstage_arguments, all_source_fields[1].data);
+			// cout << "Output " << all_sink_fields[0].data << " connects to argument " << itstg_argument->getId() << 
+			// 	":" << itstg_argument->getName() << endl;
+			ArgumentBase* output = find_argument(workflow_outputs, all_sink_fields[0].data);
+			// cout << "Output " << all_sink_fields[0].data << " had id " << output->getId() << endl;
+			
+			// remove reference of old id from map
+			workflow_outputs.erase(output->getId());
+
+			// update the output id
+			output->setId(itstg_argument->getId());
+			// cout << "Output " << all_sink_fields[0].data << " now has id " << output->getId() << endl;
+			
+			// re-insert the output with the new id
+			workflow_outputs[output->getId()] = output;
+		}
+
+		// consumes the datalink ending
+		bool cond = string(line).find(de) == string::npos;
+		while (cond && get_line(&line, workflow_descriptor) != -1) {
+			cond = string(line).find(de) == string::npos;
+			delete line;
+		}
+		// cout << "datalink end" << line << endl;
+	}
+}
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/parsing.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/parsing.hpp
new file mode 100644
index 0000000..7dedd54
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/parsing.hpp
@@ -0,0 +1,61 @@
+#ifndef PARSING_HPP_
+#define PARSING_HPP_
+
+#include <string>
+#include <map>
+#include <list>
+#include <vector>
+
+#include <regex>
+#include "json/json.h"
+
+#include "Argument.h"
+#include "PipelineComponentBase.h"
+#include "fg_reuse/merging.hpp"
+
+using namespace std;
+
+namespace parsing {
+enum port_type_t {
+	int_t, string_t, float_t, float_array_t, rt_t, error
+};
+}
+
+// general xml field structure
+typedef struct {
+	string type;
+	string data;
+} general_field_t;
+
+// Argument parsing functions
+int find_arg_pos(string s, int argc, char** argv);
+
+// Workflow parsing functions
+void get_inputs_from_file(FILE* workflow_descriptor, map<int, ArgumentBase*> &workflow_inputs, 
+	map<int, list<ArgumentBase*>> &parameters_values);
+void get_outputs_from_file(FILE* workflow_descriptor, map<int, ArgumentBase*> &workflow_outputs);
+void get_stages_from_file(FILE* workflow_descriptor, map<int, PipelineComponentBase*> &base_stages, 
+	map<int, ArgumentBase*> &interstage_arguments);
+void connect_stages_from_file(FILE* workflow_descriptor, map<int, PipelineComponentBase*> &base_stages, 
+	map<int, ArgumentBase*> &interstage_arguments, map<int, ArgumentBase*> &input_arguments,
+	map<int, list<int>> &deps, map<int, ArgumentBase*> &workflow_outputs);
+void expand_stages(const map<int, ArgumentBase*> &args, map<int, list<ArgumentBase*>> args_values, 
+	map<int, ArgumentBase*> &expanded_args,map<int, PipelineComponentBase*> stages,
+	map<int, PipelineComponentBase*> &expanded_stages, map<int, ArgumentBase*> &workflow_outputs);
+
+// Workflow parsing helper functions
+static list<string> line_buffer;
+int get_line(char** line, FILE* f);
+string get_workflow_name(FILE* workflow);
+string get_workflow_field(FILE* workflow, string field);
+void get_workflow_arguments(FILE* workflow, list<ArgumentBase*> &output_arguments);
+vector<general_field_t> get_all_fields(FILE* workflow, string start, string end);
+PipelineComponentBase* find_stage(map<int, PipelineComponentBase*> stages, string name);
+int find_stage_id(map<int, PipelineComponentBase*> stages, string name);
+ArgumentBase* find_argument(const map<int, ArgumentBase*>& arguments, string name);
+ArgumentBase* find_argument(const list<ArgumentBase*>& arguments, int id);
+ArgumentBase* find_argument(const list<ArgumentBase*>& arguments, string name);
+ArgumentBase* new_typed_arg_base(string type);
+parsing::port_type_t get_port_type(string s);
+
+#endif
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/parsing_helper.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/parsing_helper.cpp
new file mode 100644
index 0000000..845cca4
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/parsing_helper.cpp
@@ -0,0 +1,227 @@
+#include "parsing.hpp"
+
+/***************************************************************/
+/************* Workflow parsing helper functions ***************/
+/***************************************************************/
+
+int get_line(char** line, FILE* f) {
+	char* nline;
+	size_t length=0;
+	if (line_buffer.empty()) {
+		if (getline(&nline, &length, f) == -1)
+			return -1;
+		string sline(nline);
+		size_t pos=string::npos;
+		while ((pos = sline.find("><")) != string::npos) {
+			line_buffer.emplace_back(sline.substr(0,pos+1));
+			sline = sline.substr(pos+1);
+		}
+		line_buffer.emplace_back(sline);
+	}
+
+	char* cline = (char*)malloc((line_buffer.front().length()+1)*sizeof(char*));
+	memcpy(cline, line_buffer.front().c_str(), line_buffer.front().length()+1);
+	*line = cline;
+	line_buffer.pop_front();
+	return strlen(*line);
+}
+
+string get_workflow_name(FILE* workflow) {
+	return get_workflow_field(workflow, "name");
+}
+
+string get_workflow_field(FILE* workflow, string field) {
+	char *line = NULL;
+	size_t len = 0;
+	
+	// create field regex
+	regex r ("<" + field + ">[\"\\:\\w {},.~\\/\\[\\]-]+<\\/" + field + ">");
+
+	// get a new line until name is found
+	while (get_line(&line, workflow) != -1) {
+		smatch match;
+		string s(line);
+		regex_search(s, match, r);
+
+		// cout << "line: " << s << endl;
+
+		// if got a name match
+		if (match.size() == 1) {
+			// cout << "field match: " << line << endl;
+			return s.substr(s.find("<" + field + ">")+field.length()+2, 
+				s.find("</" + field + ">")-s.find("<" + field + ">")-field.length()-2);
+		}
+		delete line;
+	}
+
+	return nullptr;
+}
+
+void get_workflow_arguments(FILE* workflow, 
+	list<ArgumentBase*> &output_arguments) {
+
+	char *line = NULL;
+	size_t len = 0;
+
+	// initial ports section beginning and end
+	string ie("<outputs>");
+	string iee("</outputs>");
+	
+	// ports section beginning and end
+	string e("<entry>");
+	string ee("</entry>");
+
+	// go to the initial entries beginning
+	while (get_line(&line, workflow) != -1 && string(line).find(ie) == string::npos) {
+		delete line;
+		line = NULL;
+	}
+	// cout << "port init begin: " << line << endl;
+
+	// keep getting ports until it reaches the end of initial ports
+	while (get_line(&line, workflow) != -1 && string(line).find(iee) == string::npos) {
+		// consumes the port beginning
+		while (string(line).find(e) == string::npos && get_line(&line, workflow) != -1)
+			delete line;
+		// cout << "port begin: " << line << endl;
+
+		// finds the name and field
+		string name = get_workflow_field(workflow, "string");
+
+		// generate an argument
+		string type = get_workflow_field(workflow, "path");
+		ArgumentBase* arg = new_typed_arg_base(type);
+		arg->setName(name);
+		arg->setId(new_uid());
+		output_arguments.emplace_back(arg);
+
+		// consumes the port ending
+		while (get_line(&line, workflow) != -1 && string(line).find(ee) == string::npos) {
+			delete line;
+			// some c++ implementations may not set line to null after delete
+			line = NULL;
+		}
+		// 	cout << "not port end: " << line << endl;
+		// cout << "port end: " << line << endl;
+
+		if (line != NULL) {
+			delete line;
+			line = NULL;
+		}
+
+	}
+
+	if (line != NULL)
+		delete line;
+	// cout << "port init end: " << line << endl;
+}
+
+vector<general_field_t> get_all_fields(FILE* workflow, string start, string end) {
+	char *line = NULL;
+	size_t len = 0;
+	string type;
+	string field;
+	vector<general_field_t> fields;
+	general_field_t general_field;
+
+	// consumes the beginning
+	while (get_line(&line, workflow) != -1 && string(line).find(start) == string::npos)
+		delete line;
+
+	// create general field regex
+	regex r ("<[\\w]+>[\\w ]+<\\/[\\w]+>");
+	
+	// keep fiding fields until the end
+	while (get_line(&line, workflow) != -1 && string(line).find(end) == string::npos) {
+		smatch match;
+		string s(line);
+		regex_search(s, match, r);
+
+		// if got a general field match
+		if (match.size() == 1) {
+			// cout << "general field match: " << line << endl;
+			type = s.substr(s.find("<")+1, s.find(">")-s.find("<")-1);
+			field = s.substr(s.find("<" + type + ">")+type.length()+2, s.find("</" + type + ">")-s.find("<" + type + ">")-type.length()-2);
+			// cout << "type: " << type << ", field: " << field << endl;
+			general_field.type = type;
+			general_field.data = field;
+			fields.push_back(general_field);
+		}
+		delete line;
+	}
+	return fields;
+}
+
+PipelineComponentBase* find_stage(map<int, PipelineComponentBase*> stages, string name) {
+	for (pair<int, PipelineComponentBase*> p : stages)
+		if (p.second->getName().compare(name) == 0)
+			return p.second;
+	return NULL;
+}
+
+int find_stage_id(map<int, PipelineComponentBase*> stages, string name) {
+	for (pair<int, PipelineComponentBase*> p : stages)
+		if (p.second->getName().compare(name) == 0)
+			return p.first;
+	return -1;
+}
+
+ArgumentBase* find_argument(const map<int, ArgumentBase*>& arguments, string name) {
+	for (pair<int, ArgumentBase*> p : arguments)
+		if (p.second->getName().compare(name) == 0)
+			return p.second;
+	return NULL;
+}
+
+ArgumentBase* find_argument(const list<ArgumentBase*>& arguments, int id) {
+	for (ArgumentBase* a : arguments)
+		if (a->getId() == id)
+			return a;
+	return NULL;
+}
+
+ArgumentBase* find_argument(const list<ArgumentBase*>& arguments, string name) {
+	for (ArgumentBase* a : arguments)
+		if (a->getName().compare(name) == 0)
+			return a;
+	return NULL;
+}
+
+// taken from: http://stackoverflow.com/questions/16388510/evaluate-a-string-with-a-switch-in-c
+constexpr unsigned int str2int(const char* str, int h = 0) {
+	return !str[h] ? 5381 : (str2int(str, h+1) * 33) ^ str[h];
+}
+
+ArgumentBase* new_typed_arg_base(string type) {
+	switch (str2int(type.c_str())) {
+		case str2int("integer"):
+			return new ArgumentInt();
+		case str2int("float"):
+			return new ArgumentFloat();
+		case str2int("string"):
+			return new ArgumentString();
+		case str2int("floatarray"):
+			return new ArgumentFloatArray();
+		case str2int("rt"):
+			return new ArgumentRT();
+		default:
+			return NULL;
+	}
+}
+
+parsing::port_type_t get_port_type(string s) {
+	switch (str2int(s.c_str())) {
+		case str2int("integer"):
+			return parsing::int_t;
+		case str2int("float"):
+			return parsing::float_t;
+		case str2int("string"):
+			return parsing::string_t;
+		case str2int("floatarray"):
+			return parsing::float_array_t;
+		case str2int("rt"):
+			return parsing::rt_t;
+		default:
+			return parsing::error;
+	}
+}
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/CMakeLists.txt b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/CMakeLists.txt
new file mode 100644
index 0000000..875c77c
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/CMakeLists.txt
@@ -0,0 +1,52 @@
+cmake_minimum_required(VERSION 2.6)
+project(PipelineRTFS-NS-Diff-FGO-Stages)
+
+add_definitions( -std=c++11 -ggdb -gdwarf-2 -fopenmp)
+#add_definitions( -std=c++11 )
+
+#find_package( OpenCV REQUIRED )
+
+# Make sure the compiler can find the includes of the runtime system 
+#include_directories(${Runtime_SOURCE_DIR})
+#include_directories(${Runtime_SOURCE_DIR}/ResourceManager)
+#include_directories(${Runtime_SOURCE_DIR}/util)
+#include_directories(${RegionTemplate_SOURCE_DIR})
+#include_directories(${RegionTemplate_SOURCE_DIR}/Utils)
+#include_directories(${RegionTemplate_SOURCE_DIR}/comparativeanalysis)
+
+# nscale dirs
+#find_path(NSCALE_SRC_DIR REQUIRED)
+#find_path(NSCALE_BUILD_DIR REQUIRED)
+#set(nscalesrcdir ${NSCALE_SRC_DIR})
+#set(nscalebuilddir ${NSCALE_BUILD_DIR})
+
+#includes
+#include_directories(${nscalesrcdir}/segment)
+#include_directories(${nscalesrcdir}/segment/cuda)
+#include_directories(${nscalesrcdir}/common)
+#include_directories(${nscalesrcdir}/features)
+#include_directories(${nscalesrcdir}/normalization)
+
+# Make sure the compiler can find the library in runtime system directory
+#link_directories(${Runtime_SOURCE_DIR})
+# nscale lib dir
+#link_directories(/Users/george/Documents/emory/nscale-sc13/nscale/lib)
+#link_directories(${nscalebuilddir}/lib)
+# Create library with components implementation
+
+set(libname componentnsdifffgostages)
+
+# Source files used by the Runtime System
+set(libstages NormalizationComp.cpp Segmentation.cpp FeatureExtraction.cpp TaskFeatures.cpp DiffMaskComp.cpp)
+
+#set(libcomparativeanalysis ../../comparativeanalysis/TaskDiffMask.cpp ../../comparativeanalysis/pixelcompare/PixelCompare.cpp)
+
+# Add rule to generate the Runtime System, as a shared library (.so)
+add_library("${libname}" SHARED ${libstages})
+
+#set_target_properties("${libname}" PROPERTIES LINK_FLAGS "${MPI_LINK_FLAGS}") 
+#target_link_libraries("${libname}" runtimesystem)
+#target_link_libraries(${libname} regiontemplates)
+
+# nscale libs
+#target_link_libraries("${libname}" segment normalization featuresAll ${OpenCV_LIBS})
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/DiffMaskComp.cpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.cpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/DiffMaskComp.cpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.h b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/DiffMaskComp.h
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/DiffMaskComp.h
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/DiffMaskComp.h
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/FeatureExtraction.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/FeatureExtraction.cpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/FeatureExtraction.cpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/FeatureExtraction.cpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/FeatureExtraction.h b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/FeatureExtraction.h
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/FeatureExtraction.h
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/FeatureExtraction.h
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/NormalizationComp.cpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.cpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/NormalizationComp.cpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/NormalizationComp.hpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/NormalizationComp.hpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/NormalizationComp.hpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/Segmentation.cpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.cpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/Segmentation.cpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/Segmentation.hpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/Segmentation.hpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/Segmentation.hpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/TaskFeatures.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/TaskFeatures.cpp
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/TaskFeatures.cpp
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/TaskFeatures.cpp
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/TaskFeatures.h b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/TaskFeatures.h
similarity index 100%
rename from runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/TaskFeatures.h
rename to runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/TaskFeatures.h

From 29f8eb7052c4420a10b9e57c21370d2c36315d05 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Thu, 27 Apr 2017 02:10:03 -0300
Subject: [PATCH 86/87] Updated the stage generator to match the current needs
 and fixed a minor bug of non-matching of tasks.

---
 .../PipelineRTFS-NS-Diff-FGO/gen/Makefile     |   4 +-
 .../PipelineRTFS-NS-Diff-FGO/gen/gen.cpp      | 202 +++++++++---------
 .../PipelineRTFS-NS-Diff-FGO/gen/jsoncpp      | Bin 896384 -> 934120 bytes
 .../gen/source_task_template                  |  10 +-
 .../gen/source_template                       |   6 +-
 .../stages/Segmentation.cpp                   | 111 +++++-----
 6 files changed, 173 insertions(+), 160 deletions(-)

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
index 80290ae..132c370 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
@@ -1,8 +1,10 @@
 all:
+	@cd json
+	@g++ -c json/jsoncpp.cpp -std=c++11 -o jsoncpp
 	@g++ gen.cpp jsoncpp -std=c++11 -o gen.out
 	@./gen.out -d segmentation_desc
 	# @./gen.out -d normalization_desc
-	@mv Segmentation.* ..
+	# @mv Segmentation.* ..
 	# @mv NormalizationComp.* ..
 debug:
 	g++ -g -ggdb -gdwarf-2 gen.cpp jsoncpp -std=c++11 -o gen.out
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
index 9db6a6c..24d7566 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/gen.cpp
@@ -239,140 +239,139 @@ string generate_tasks(Json::Value data, string &desc_decl, string &desc_def) {
 		string task_size = "\t\tsizeof(int) + sizeof(int) +\n";
 		string task_serialize;
 		string task_deserialize;
+		string task_destr;
 		string task_print;
 
-		if (i != data["tasks"].size()-1) {
-			type_check = "\tif (typeid(t) != typeid(Task" + data["name"].asString() + to_string(i+1) + 
-				")) {\n\t\tstd::cout << \"[Task" + data["name"].asString() + to_string(i+1) + 
-				"] \" << __FILE__ << \":\" << __LINE__ <<\" incompatible tasks.\" << std::endl;\n\t}\n";
+		if (i != 0) {
+			type_check = "\tif (dynamic_cast<Task" + data["name"].asString() + 
+				to_string(i-1) + "*>(t) == NULL) {\n\t\tstd::cout << \"[Task" + 
+				data["name"].asString() + to_string(i) + 
+				"] \" << __FILE__ << \":\" << __LINE__ <<\" incompatible tasks: " + 
+				"needed \" << typeid(this).name() << \" and got \" << " + 
+				"typeid(t).name() << std::endl;\n\t\treturn;\n\t}\n";
 		}
 
 		desc_decl += "\tlist<ArgumentBase*> task_" + name + "_args;\n";
 
 		// go through all args
 		for (int j=0; j<data["tasks"][i]["args"].size(); j++) {
-			desc_def += "\t" + getArgumentTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + "* " + 
-				data["tasks"][i]["args"][j]["name"].asString() + to_string(i) + " = new " + 
-				getArgumentTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + "();\n\t" + 
-				data["tasks"][i]["args"][j]["name"].asString() + to_string(i) + "->setName(\"" + 
-				data["tasks"][i]["args"][j]["name"].asString() + "\");\n\ttask_" + 
+			string arg = data["tasks"][i]["args"][j]["name"].asString();
+			string arg_t = data["tasks"][i]["args"][j]["type"].asString();
+			desc_def += "\t" + getArgumentTypeCast(arg_t) + "* " + 
+				arg + to_string(i) + " = new " + 
+				getArgumentTypeCast(arg_t) + "();\n\t" + 
+				arg + to_string(i) + "->setName(\"" + 
+				arg + "\");\n\ttask_" + 
 				name + "_args.emplace_back(" + 
-				data["tasks"][i]["args"][j]["name"].asString() + to_string(i) + ");\n";
-
-			if (data["tasks"][i]["args"][j]["type"].asString().compare("dr") == 0) {
-				task_args += "\t\tif (a->getName().compare(\"" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "\") == 0) {\n\t\t\tArgumentRT* " + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_arg;\n\t\t\t" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_arg = (ArgumentRT*)a;\n\t\t\tthis->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + 
-					"_temp = std::make_shared<DenseDataRegion2D*>(new DenseDataRegion2D());\n\t\t\t(*this->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->setName(" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_arg->getName());\n\t\t\t(*this->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->setId(std::to_string(" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_arg->getId()));\n\t\t\t(*this->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->setVersion(" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_arg->getId());\n\t\t\tset_cout++;\n\t\t}\n\n";
-
-				reusable_cond += "\t\t(*this->" + data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getName() == (*t->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getName() &&\n";
-
-				task_size += "\t\tsizeof(int) + (*this->" + data["tasks"][i]["args"][j]["name"].asString() + 
+				arg + to_string(i) + ");\n";
+
+			if (arg_t.compare("dr") == 0) {
+				task_args += "\t\tif (a->getName().compare(\"" + arg + 
+					"\") == 0) {\n\t\t\tArgumentRT* " + arg + "_arg;\n\t\t\t" + 
+					arg + "_arg = (ArgumentRT*)a;\n\t\t\tthis->" + arg + 
+					"_temp = std::make_shared<DenseDataRegion2D*>" + 
+					"(new DenseDataRegion2D());\n\t\t\t(*this->" + arg + 
+					"_temp)->setName(" + arg + "_arg->getName());\n\t\t\t(*this->" + 
+					arg + "_temp)->setId(std::to_string(" + arg + 
+					"_arg->getId()));\n\t\t\t(*this->" + arg + "_temp)->setVersion(" + 
+					arg + "_arg->getId());\n\t\t\tset_cout++;\n\t\t}\n\n";
+
+				reusable_cond += "\t\t(*this->" + arg + "_temp)->getName() == (*t->" + 
+					arg + "_temp)->getName() &&\n";
+
+				task_size += "\t\tsizeof(int) + (*this->" + arg + 
 					"_temp)->getName().length()*sizeof(char) + sizeof(int) +\n";
 
-				task_serialize += "\t// copy " + data["tasks"][i]["args"][j]["name"].asString() + " id\n\tint " + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_id = stoi((*" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getId());\n\tmemcpy(buff+serialized_bytes, &" + 
-					data["tasks"][i]["args"][j]["name"].asString() + 
-					"_id, sizeof(int));\n\tserialized_bytes+=sizeof(int);\n\n\t// copy " + 
-					data["tasks"][i]["args"][j]["name"].asString() + " name size\n\tint " + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_name_size = (*" + 
-					data["tasks"][i]["args"][j]["name"].asString() + 
+				task_serialize += "\t// copy " + arg + " id\n\tint " + arg + 
+					"_id = stoi((*" + arg + "_temp)->getId());\n\tmemcpy(" + 
+					"buff+serialized_bytes, &" + arg + "_id, sizeof(int));" + 
+					"\n\tserialized_bytes+=sizeof(int);\n\n\t// copy " + arg + 
+					" name size\n\tint " + arg + "_name_size = (*" + arg + 
 					"_temp)->getName().length();\n\tmemcpy(buff+serialized_bytes, &" + 
-					data["tasks"][i]["args"][j]["name"].asString() + 
-					"_name_size, sizeof(int));\n\tserialized_bytes+=sizeof(int);\n\n\t// copy " + 
-					data["tasks"][i]["args"][j]["name"].asString() + " name\n\tmemcpy(buff+serialized_bytes, (*" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getName().c_str(), " + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_name_size*sizeof(char));\n\tserialized_bytes+=" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_name_size*sizeof(char);\n\n";
-
-				task_deserialize += "\t// create the " + data["tasks"][i]["args"][j]["name"].asString() + "\n\tthis->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + 
-					"_temp = std::make_shared<DenseDataRegion2D*>(new DenseDataRegion2D());\n\n\t// extract " + 
-					data["tasks"][i]["args"][j]["name"].asString() + " id\n\tint " + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_id = ((int*)(buff+deserialized_bytes))[0];\n\t(*this->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->setId(to_string(" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_id));\n\t(*this->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->setVersion(" + 
-					data["tasks"][i]["args"][j]["name"].asString() + 
-					"_id);\n\tdeserialized_bytes += sizeof(int);\n\n\t// extract " + 
-					data["tasks"][i]["args"][j]["name"].asString() + " name size\n\tint " + 
-					data["tasks"][i]["args"][j]["name"].asString() + 
-					"_name_size = ((int*)(buff+deserialized_bytes))[0];" + 
-					"\n\tdeserialized_bytes += sizeof(int);\n\n\t// copy " + 
-					data["tasks"][i]["args"][j]["name"].asString() + " name\n\tchar " + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_name[" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_name_size+1];\n\t" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_name[" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_name_size] = \'\\0\';\n\tmemcpy(" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_name, buff+deserialized_bytes, sizeof(char)*" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_name_size);\n\tdeserialized_bytes += sizeof(char)*" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_name_size;\n\t(*this->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_temp)->setName(" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "_name);\n\n";
+					arg + "_name_size, sizeof(int));\n\tserialized_bytes+=sizeof(int);" + 
+					"\n\n\t// copy " + arg + " name\n\tmemcpy(buff+serialized_bytes, (*" + 
+					arg + "_temp)->getName().c_str(), " + arg + 
+					"_name_size*sizeof(char));\n\tserialized_bytes+=" + arg + 
+					"_name_size*sizeof(char);\n\n";
+
+				task_deserialize += "\t// create the " + arg + "\n\tthis->" + 
+					arg + 
+					"_temp = std::make_shared<DenseDataRegion2D*>" + 
+					"(new DenseDataRegion2D());\n\n\t// extract " + arg + " id\n\tint " + 
+					arg + "_id = ((int*)(buff+deserialized_bytes))[0];\n\t(*this->" + 
+					arg + "_temp)->setId(to_string(" + arg + "_id));\n\t(*this->" + 
+					arg + "_temp)->setVersion(" + arg + "_id);\n\t" + 
+					"deserialized_bytes += sizeof(int);\n\n\t// extract " + arg + 
+					" name size\n\tint " + arg + "_name_size = ((int*)" + 
+					"(buff+deserialized_bytes))[0];\n\tdeserialized_bytes" + 
+					" += sizeof(int);\n\n\t// copy " + arg + " name\n\tchar " + 
+					arg + "_name[" + arg + "_name_size+1];\n\t" + arg + "_name[" + 
+					arg + "_name_size] = \'\\0\';\n\tmemcpy(" + arg + 
+					"_name, buff+deserialized_bytes, sizeof(char)*" + arg + 
+					"_name_size);\n\tdeserialized_bytes += sizeof(char)*" + 
+					arg + "_name_size;\n\t(*this->" + arg + "_temp)->setName(" + 
+					arg + "_name);\n\n";
+
+				task_destr += "\tif (" + arg + "_temp.unique() && mock)\n\t\tdelete *" + 
+					arg + "_temp;";
 
 				if (data["tasks"][i]["args"][j]["io"].asString().compare("input") == 0) {
-					call_args += data["tasks"][i]["args"][j]["name"].asString() + ", ";
+					call_args += arg + ", ";
 
-					input_mat_dr += "\tcv::Mat " + data["tasks"][i]["args"][j]["name"].asString() + " = (*this->" + 
-						data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getData();\n";
+					input_mat_dr += "\tcv::Mat " + arg + " = (*this->" + 
+						arg + "_temp)->getData();\n";
+
+					update_mat_dr += "\tstring name_" + arg + "_temp = (*this->" + arg + 
+						"_temp)->getName();\n\tstring sid_" + arg + "_temp = (*this->" +
+						arg + "_temp)->getId();\n\tint id_" + arg + "_temp = " +
+						"stoi((*this->" + arg + "_temp)->getId());\n\tif (" + arg + 
+						"_temp != NULL)\n\t\tdelete *" + arg + "_temp;\n\t" + arg +
+						"_temp = std::make_shared<DenseDataRegion2D*>(" + 
+						"dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(name_" + 
+						arg + "_temp, sid_" + arg + "_temp, 0, id_" + arg + 
+						"_temp)));";
 
-					update_mat_dr += "\t" + data["tasks"][i]["args"][j]["name"].asString() + 
-						"_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast" + 
-						"<DenseDataRegion2D*>(rt->getDataRegion((*this->" + 
-						data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getName(),\n\t\t(*this->" + 
-						data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getId(), 0, stoi((*this->" + 
-						data["tasks"][i]["args"][j]["name"].asString() + "_temp)->getId()))));\n";
 				} else {
-					call_args += "&" + data["tasks"][i]["args"][j]["name"].asString() + ", ";
+					call_args += "&" + arg + ", ";
 
-					output_mat_dr += "\tcv::Mat " + data["tasks"][i]["args"][j]["name"].asString() + ";\n";
+					output_mat_dr += "\tcv::Mat " + arg + ";\n";
 
-					output_dr_return += "\t(*this->" + data["tasks"][i]["args"][j]["name"].asString() + 
-						"_temp)->setData(" + data["tasks"][i]["args"][j]["name"].asString() + ");\n";
+					output_dr_return += "\t(*this->" + arg + 
+						"_temp)->setData(" + arg + ");\n";
 
 					update_mat_dr += "rt->insertDataRegion(*this->" + 
-						data["tasks"][i]["args"][j]["name"].asString() + "_temp);\n";
+						arg + "_temp);\n";
 				}
 			} else {
-				call_args += data["tasks"][i]["args"][j]["name"].asString() + ", ";
+				call_args += arg + ", ";
 
 				task_args += "\t\tif (a->getName().compare(\"" + 
-					data["tasks"][i]["args"][j]["name"].asString() + "\") == 0) {\n\t\t\tthis->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + " = (" + 
-					getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + ")((" + 
-					getArgumentTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + 
+					arg + "\") == 0) {\n\t\t\tthis->" + 
+					arg + " = (" + 
+					getTypeCast(arg_t) + ")((" + 
+					getArgumentTypeCast(arg_t) + 
 					"*)a)->getArgValue();\n\t\t\tset_cout++;\n\t\t}\n\n";
 
-				reusable_cond += "\t\tthis->" + data["tasks"][i]["args"][j]["name"].asString() + " == t->" + 
-					data["tasks"][i]["args"][j]["name"].asString() + " &&\n";
+				reusable_cond += "\t\tthis->" + arg + " == t->" + 
+					arg + " &&\n";
 
-				task_size += "\t\tsizeof(" + getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + 
+				task_size += "\t\tsizeof(" + getTypeCast(arg_t) + 
 					") +\n";
 
-				task_serialize += "\t// copy field " + data["tasks"][i]["args"][j]["name"].asString() + 
+				task_serialize += "\t// copy field " + arg + 
 					"\n\tmemcpy(buff+serialized_bytes, &" + 
-					data["tasks"][i]["args"][j]["name"].asString() + ", sizeof(" + 
-					getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + "));\n\tserialized_bytes+=sizeof(" + 
-					getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + ");\n\n";
+					arg + ", sizeof(" + 
+					getTypeCast(arg_t) + "));\n\tserialized_bytes+=sizeof(" + 
+					getTypeCast(arg_t) + ");\n\n";
 
-				task_deserialize += "\t// extract field " + data["tasks"][i]["args"][j]["name"].asString() + 
-					"\n\tthis->" + data["tasks"][i]["args"][j]["name"].asString() + " = ((" + 
-					getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + 
+				task_deserialize += "\t// extract field " + arg + 
+					"\n\tthis->" + arg + " = ((" + 
+					getTypeCast(arg_t) + 
 					"*)(buff+deserialized_bytes))[0];\n\tdeserialized_bytes += sizeof(" + 
-					getTypeCast(data["tasks"][i]["args"][j]["type"].asString()) + ");\n\n";
+					getTypeCast(arg_t) + ");\n\n";
 
-				task_print += "\tcout << \"" + data["tasks"][i]["args"][j]["name"].asString() + ": \" << " + 
-					data["tasks"][i]["args"][j]["name"].asString() + " << endl;\n";
+				task_print += "\tcout << \"" + arg + ": \" << " + 
+					arg + " << endl;\n";
 			}
 		}
 
@@ -477,6 +476,9 @@ string generate_tasks(Json::Value data, string &desc_decl, string &desc_def) {
 		// $TASK_DESERIALIZE$
 		replace_multiple_string(source, "$TASK_DESERIALIZE$", task_deserialize);
 
+		// $TASK_DESTR$
+		replace_multiple_string(source, "$TASK_DESTR$", task_destr);
+
 		// $TASK_PRINT$
 		replace_multiple_string(source, "$TASK_PRINT$", task_print);		
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/jsoncpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/jsoncpp
index e9f209dad4daebd2ef8d9c370fec21edf1efd0da..166b201cf52a33c229cfe7784c8865f87702c10e 100644
GIT binary patch
literal 934120
zcmeEv51f@%ng1OWLB#H4R#aM7(**zGYApiRuzKrSV5Ci2Vu~;bi9pP~iq**2WpduV
z-EFp<jqUIBTPsR8X$@pea71L#tqt2sDz_%rYHpWmQd_6i<oA7^^F8N1?|a`n3<!$5
z@X`6+_dWlf^PJ~A=Q+>$^RCR!eCw!&hLru+ka}|}e6nv-sf8as!aX$Uucp+W$2~nx
z;x-(L|AC{3hZ08<4<n8tjwK#W97jBYcqH*9#5A#y_)_A_h%YC;lK3j(Ylz1JU&r6a
z0bkGGCjw96?@7Q@`1^F?Wa3{D&nCW!IE6TsIGy-rViWOii02dEO3V@8PMk@+kT{!o
z5%Jx`X5uBp_Y&VnoI`v+@k-)c;yhvt@oM5C;s=O}iA#vfh|7t2;&sFo#2bhoCbkh*
z5^o|Fi5<k7i2<=hEEE5Z*hTy#@fPAg5LXjFL;M`^3&bAc|0CW?{0eam@$1Cfi2qEy
zgZNG2oy2bu*Aed`{wwj@#EryziM_<l#QTX`h+B!<hz}AUBK{lkyTtDiA13|>@rT4m
zh&zZsAwEj{8L^-E81cV|za;*eSRwv~SS9|J_&eet@ejl&iBA##n>a-LGw~VXUx>Si
zsnOIs#6yUqiDQU|6OSMsNlX)8N<4~qH1QS03B*?uk0BmQd>!#P;_<{2h$j+HB2FTn
zLOhLl2JuYdUlGqHzKJ-6IF&e^_-5i;h%<=i5zi;Sm6#*Go%jyoEaE$f?;>7Id^fR~
z_#Wb=#P<>B5HBabpLiwlD&l<N0^&mABH}f~#l&lgONh&e%ZYj7b;K3K4-r31Y$L8D
z-b5@CJBT+E1LEHjKTiBRVi)m~#9N5}K>RduHSsgV&k?^s>>>U?;;qCl6Td=SL;O1N
zcH%dPYl;6typy<&co*?siQgt}B;HHxCEiE8pZEZ=kN6<*A>wz4-z9#J_%QK5h(9Dg
zLi{oDr^H8z|4IBg@fXC$h>sJ0MI0dhhPadXTjKACgTyC@PZ9r{_%!iP#6J_CAwEk?
z9cJ`V1924b5aMX!7~)vsIO2HXONeP=Bk?HW(Zp8}UrBrw@ioL_iLWDOh{q9MPdt%$
z5^)mo6yj;bGl*vr&mx{pd?WF%iRTcf5~ma2Ol%_l4e@;9TZuX1+le!Y7ZTq|oK1We
z@nT{#@e<;t#P<>B5Z_O{l6VzyK5+qYA#oA$8sfFYrNj>smlN~E0`Yp{3gQjK4--E^
zY$L8D-bDN;u}EA+>>%Du42UISnfQ0aF5)MNpCaBu>?VGi_>aWT5<gG;0`ZH)FA@KV
z_+{c(iC-h$M*L^u9mH=E?<B4xt|x9F-c7uRxQW<H+)Ug;+)C^tK1lpG;&+JuPTWrX
zKJf>{9}#yDe?oke_%mWZ@iF4##9tDBO{@^B#NQHsPy7S%N#Y-gPZNiTe<nUde3qCR
zLpzChDDg1jSmHS1c;ZWljl`pfM-yK`oIrdv@fhN3i5cSY#1n{bAWkHnOgxo%I`ItR
znZ&b*XA|E@{A=PA;#A^v;<>~(6Pt)Li02W{CuWInCFY24C(b0!BEFOOF5*SRcN5=3
zyoC5(;$_6kiSH*~L7Ypxia3urpV&gYnz)eo0pc~pYl%yUONq;f%ZYj7b;K3K4-r31
zY$M)CTuHo%SR{53ZzgsU|Cac1;@=TJLHv8-r-<FePZR%<_*vrTiC-l45WhtHC*qfh
zUnPExcpLGbiFXjcNxYM|j(8XGUy0u)ZY17IypMQ4@d08V@j>Fh5x+zHcj9*9!^H0s
ze?a^ZaR>1y#GexXllXIDKk*mD$B2&;e?=T1{)V`d_&eet@ejl&iGL*iH}PrWpNRiM
z{0ngxv0<#yQ-=^o6UPw862}q86JJ7XBpyXPn)nLh1mdfRuOS{wd>!#P;_Hbg5>Fyd
zBA!e<g?JkA4C0x@vxsjb{x$I&;xyv9#J3P<5YHoKiEkz5h;Jv(Bwk3IO}vQsZsL20
zmlEGcoI`v+@e1Nx;yhvtaRG55@dLzbh}ROA5SI}@NNgn*h}RQuAbyzm5#o)+cH&2g
zMPdi>W@146TjIxwe@FZT@$ZSBBz}t6P5d-*HSsgV&k?^s>>+-M_)o+y6TeFQ8u2#b
z?Zj^o*AoAQcqefkaXoPZ@owTh#EryziT4rjCq6*zBR)v{H{y4R-y=Ru{66sq#2*qL
zA^w>7Q{sOTe@5&l{(|^l#9tDBO&lQphFB&3miRm3An^&}lf*v~pC<l^_&>zI5O)z9
z4yWEBjwT*P97{Z$cm(lC;!B8)#Fr9ZMm(DM3gRn?uOhyhcntBi#0>Fx;t9kz5GN8(
zCZ0k(jd(h7GV!m7XA$2>d=qgBaVl{-@m%7YiA}`6A)Zgn65mG55icOVgE*5oi+CY%
zHt{0j#l&XfCB*j<FC$(~yn;BFIFC4=xPZ8jxQKWSaWQcTaVhbG#8zT~cs=n3;)jSI
zA+`}$65EL%C9WcVjMzyGh$Z63iGN4@1o7{QpCsNw{0HKviT_Ca4DqwX&lA5${1Wk>
zh_@2ILR>@qI`KB*?Zj^o?;w7Ycqj2&#P!4t#Jh?25H}L<CEiE8pSXqi0I`p_jrb7p
zJH+o2zejwS_#ea{5+5P{nD`Uoqr{&P`-zVcA1D5b_-kT?_#5I*;_rxq#3zVP5}zXe
zH*tvgC*uDQpCLX=+(m2{$N3)dP~vFfVZ^b-am4Y&BZ+C^ONlQd9!-1&@s-30#8(kt
zLp+xFT4IKH9P#zU6Nx7gClXI4o<cm8cpC8x;+e#=h;JmmiTKyVbBI%k(}`~;HWB}Z
zcpfoJd>b)Gd^>R_aTf7H;%wr(h!+!^iI))HOT3JDIq?eOT;e=p3-M~=BH}f~Yl%yV
zA0#d(=84x4uP5F>{4lYNcq4Hov7Pu);ws|Dh@Hg0C6<U~;wOlIPy7_IoA_zsYT`c<
zKTG^P@r%SS5&sGJW&Zvu@oU7}i2qEygZNG2oxpYceHZaxiQgt}1m4Tv_Yv<0KEU67
z#0QBF5x+zHF7bQB?ZodB|AY8L;*W?sh(9L&l=vv|XT+Zqe?feV_&D*G#9tE!h`%9L
ziN7WOjyMQx&IP}`I9J>`F&DJ$2ns)#pDP`D;zTU|=Ys6OnZ3DEc1JGg8;~6W#kL=;
zy#5S%vq^Rb*w^|(!rhBtb1D0S&QX;wA=*uCKalC*^_OV0QGT?Vj5J-b|1HIB?VY3Q
zWP9JhVa5K}6}R;w{~64G7xKSB;~x^wKT=?A{*iiUu;#xT3dR@v)5UH5px|DVCpFyF
zm`dOLFH*Qv3d@-xGvq~ttXe8+iHuW`L?@`&4V_07`^OZw4R(&IzB(7&FQkP{<bHPP
z`_im|`MI;kYs=?HYjfv{TP9w1`TZgw!BA)RnfA74Qa2unzpq<4W`ht^9lZg6Qzi<;
zXDAmG29X>7Pvy$9cj?cdk#Dvta}vWQ=Ss7Na(93CJLX?5*p_?xvD|&XIV2Zs&)wHQ
zD%Y?**U+1rbYCubDA-=?o!ogCGWAm+x<nm73cN424W;s<s$E?*qz&b!Wd~bdC8^Wv
zQ`1i^jFF#PQ>W*O*`bE&e<DSfR9I`HAq^U#sX<zHXlv6b;vp%Ud2wf>-)Dx<XUbp!
z`;2m<c?i5c+UM<q%2sr{;nHr+4yLwd|In~C`vmaG)bM$Q{5O?6!B%oy{s{Z?$O2n#
zys7W^*??MS(E=+_@lL-wq5{g<E?XUB)R`+c<M~JKRXn)ZJKKdx^wB*KlE|CB_FlY_
zf0|!k`!@4rAGb#zcSIli{YMqmF!RehRdj>mSO}<OzO{Y4h-w#pi+~%|mY-HVTRMbK
zdEh#P=_;Kr(=fz#ixun^j$;t~_7^eN&`71`_R>*7*M4VPMABA+ZxE&C&R|<-c2z9{
z?{IBU@<dQIStyYWqS(U6U@PSF4m53VE_gT>{KREZ&idJ{&Xv1*AQ&cMD9oko>X^U=
z*|jL3=Iv&@Tq}wx$ZkllZ(9WwCS2T*D-|^Ui~#D;jGHQHAcs#o5Y<z*P8LJ*LWwg{
z>eA-Ikhm<)c(+L7Z1mp^;Obg%b&YWK)>^KHxs_-2N-gf*g@3u=-z|mbr`NaKY8Yck
zj#B}aD}Qb1R#bcqa@vp$`lDPQzUs%BaVe6Q>xQ<1voD)5hg$jK+)X=IOQS(aNteq7
z-7A#z@-o2rL2qZrV*H3#8EPQCzFkDSIM}eNH$P^pMl;$5f}abzdL>s;Rwd@xwT*Am
z>$@e-&Mwg-CQ2AP=n_?>Z~NMJtEM&~E@&s$q_nuIWSAlIC7Lf^Rezo<bx18CZ#^1N
zZtn54ux!~d|NK;)*)O6unE0N?HVlypfg2f35YeM#lRwBK;_;?f)vzSyZezJP$&naf
z_2HUxdet3LUrV;Bw#oX~#J3Tv0tL4AWqXd)EV5{$EF`SMG&ee4Ir|02$#U}-@Z1|^
zuT;BS=oO0oRTvY-7R|sm@N&_SuzF~EJy;g$pMO<7B_{t>SQ*j-LJH#D@}?~!rf!tD
zY3CZHVB@8=(pl1mJNMTx5pO&VnTDE7hS}O`h18pr#oh+l#)Jx%yH!3)9a4%X8e2P-
z;sxv&4M6j-;a|@;xe>Je+icwOYU!8uiF~|U%MX6$_(~cy<4Cg@VJHrbOW*tkSjhp}
z=g<cv^{)Q9^mi)#w#ZVucDVrh*HpBm#zZdokK81T1gyN(Opc^VJBr)SMaZ_~-4s#z
z6WV!qaek<AvR$!RR;+59b1E!bbHO7<RodRMhnztVLGRkrM4q5lPPFtIF|hh=Z|R-1
zSsJr$OFnmc3(#7^yohAh6gXo3?ss}0(2+;kiQX$a^jGz!SN#gywnVd2=$wmeHzU*D
z)Kb+)y>2Fz-JUC7ipgE9eO*_xA@#D@O-~i2=agXOK~qbk_v1pkzd5fnomv%a^sEjp
z%7e)G618~zx>RA8*hZuZp6+->L&7$m*b+7@u*%F;Kj`X5IQ9Pk^?!Q(=S9zBDDsD|
z^eQoADkAE2Mlr{0&$u*EpRW)%9@~L6sbHhyZrZX2HNn7YX6cwe>rCDF9WbR=E6*4;
z&4bVsu)%%Xez24(4vjCoyxN~D)r5CF=yJ^<*8y0Vh?WIfjfUSPYw`8xg4tvJ;Lhx>
zt=VTA(wnloibHMboBs;^G%~)Gvi*H}tfq2|c4&DN`>ArIdxRoQRi2f$(#YaRs{GzP
z$}k@-@!875E_8fC=$$U~uvlnC3=~reymOlE-BNl)Cw69^t+tv-V{Ig%sV35eCK8q_
zhRJD?i3FcxstN;8sxL>7sxLLa@e>{;urSpHBkWmYD2_8>v;t%7Z&U--wwkn<w3cfj
z{8Yz6?wrl}tO-)v0gfNEReRg6O#UeRJv=`ie~-)`hQH$q$9NHQ<=Nu>fdFWuS9?6~
zkV;3;{3xSKC(}Vx2rw4PBsf7I&8<f1ZDWjaxfm~k>@%h8Gf>n)^D`a2>F!<#>zO7K
zEd+r`)380gzEOV8+lH|IT*EdHJ!Nx#i^&L<o2#fPqyf6Y5vpvV>#Mla$g(CdgcS!G
z)JvubjA(aepA;ukd)t#I7o<6y%y(v=sJ<Mp&nTp0uhB+Nu#J?c%00pYBy|R6deyCX
z)t7w=e>DW0*&#nWdh-)CH$In|Z8tsZx4U*FPd?tPv>j)X**<8KJ+rf3vN0$gy^F;g
z4$pcDbMzs<I+P>p3eTbUZ$t0z#Uy$|?PL-`Rw2lA9|pOML)%UBBhXhk$O6qLO*k#P
zA+LQ&r7CFdS26r~d)v>CES%<IG|DgWOpYszhKsIW<Zs(1=`yy^>NnGynlTy7ZVL;l
zeqIzdUfD>VD(}+w{*Vy5cXMurQrx)^m0p8N_n^|NgITxK)_aX>*}|)I$h-S|s4vw8
z;s#F{4K0)TQuAsILdZ!chF^Xb(-C<MPf4-umWDzOB&~rk^h>omdTnlROUNyZSZcln
zd2aCB6mT9$aJfqg#!rNW#;}%Wnn^g|`Tj=abXZ8vz@?JWu|WDnqGmZ+a<_apdgbK8
zc716Sfwbls@J8RGbl8~F&q&|W>%73bDdT;$WsJ+u5Uo{s$dqJz1c-Dxk6Oa&Jcv}J
zYgZ5Hsy1|aq94}N=m~hzw`QN7+}`%|88^NIf6rM-Eh^pBE71FC%WjpDhA8RcY3EWw
zXZGpp9mwkRbjK~G(LnHX%5Hy9*ODKHY_sW(|Jr9Xo+87`)29{AGtG5iRXJSAP&wS1
z-R0{`L$Phy{Hgj(4QS+jPC;B%t`k%@Lo$zt#NXW|Kb)M4hw`SK%f#3THg<|q2-dX&
z;+m%1(WDLxD%o;JKO${XE5#|^4wIfy0?gGkmahRy9g=yj)HK%2ZZ!p+1(P;k5c~l4
zwV%t(;8(VDVuIeIX&J$3beVU_;oYqr-3V_ebx1U^D9=c**H=1t6^^T$L8r#5ZuO(5
zJD!E*W%C+Ucr_~Ha{v}X+%q=r+cKzCP6a8995KmkUZV?d1tpqSxg4pH^VliD=~XAI
z398lIBsQt#L~ws)n@8MX>5hx=NX}tAI0ET}DbwX`xuX#c7oh~j%e&mL#phqk3}Z#l
z5R)QRy&f6&N^{uOH|4m;;69Y15y~A`s^qxZAwb_)hPsACmL{qbGQWfw_XvAgA6w3h
z;xi5Dj(-JrFhe!vSpjm{n&v;Er1Tbtj;Lw4g|SQ>f3odyzL^@q$!$uJg1u(RmBnl0
zs8=TQvGQ_6Whxg%yNF7HH%JB@tBsf|1loKyAsa3<GHd`#>FoHlN$d9^h_$>mCfsY7
zBG#&v>qXX>eH{)SS5jJvL!<J?+Mna{N7<j_6Zv{eL`J&xv7GIR^VP^B?3{Xh?Qu*i
zcldc$HlhW#cKid1LC=?LY|ochVb9kBYAV*L39DOe%2DZ#?*G}fOFMG)YKWBKzH3tU
zn;N&a(M-nqAgr&Ii(Zd@UoJ4(qm=##mm-R$#&sYrrplu#ckp*ddJL!Pk&bEKMG9SR
zd<jli6C=$sksRl3B%l4&i6)Y(o{bbK&ba0ywY2e!^xGk0hvkwnTW{JT1CuT_nQ1`8
zXOEF;Hrl&pq=FAoC)T#r;y$qiAEM+F4odX3^$L$C?auERb-1yt(8#>J@OpHsWtu;u
zI>lth3vnp-b<9T$l$R=fUVfF&YY6le`h!_GFdXu{`9a4*lc_>rmZ2D%1xD0_pG{}S
zRX#x`Z>R}*8>$IO5!p3^ap$E*O(fUHWLr{FY%g?K>i9ccI_ZTHj&%r8D(2^*QKiz^
zF%L0(N(+a#Z<Kebd<#0mT>P>k1h(rVCLM8YqhxrlLUEtiWI=QpHJWGjXh&GO<6Y>q
z+JrgJHyZ1%`L|ZzQm2Rbw6ZsZE>>@@XuHB15NUmEvZ|cJ)Bv-q!rIyn5U+4^FJ@_L
zb2=My!?0=Sao-lHs|3OU4YyrUdI@@UIC+zmb!)d_TIY;5T^Epfo=xfboHYr&f#L{p
zN$6@$Ok(-z^hunbBbq466q<V)Zra%?Rg11o$2lg8En2lK2B2(@Ob$<jh1{9_OncjB
zQhAy5_cZ9w#@q&onEYFbb>fEVm|S14JYgCw{9Wtqm-2T%ZOHXyrTv7*QdA>64?XFR
z{mi`S;hang?#zC+z3sDS+=!XUXV1Cub$02yGz-bFHXZH<sQe4MBK(@4Ee=c$vY$if
z8gXYV|A75<{S3db!dayPB0&m9wxcU|&X2AeuJp4-5y%FE$YwCvMfW+g|6)z05qwdm
zy`3bjEi~nHRT9;1H{#`VA-wv%P<AVnm)={EK_gh|%hLSL)%>2uU_l}E;_oh(>J8F>
zE8)(YmR+;_ueAy)=zEgK8}}-i&gyfe%f;<+jM;a#w7M{+9lVaeZ$qpak?!Dmm=0<Y
ztF~gcM{!F;i>wgyJ=nPVFVff7bt!ar0%E#kLHhT-Po!Vku|{H)JJxDM7E$WZbfwvi
zkaY8N*;vfNG!l$JKW;2(xvZfu_b}+lNi-1SG&x2(7AK(*UuR>k_?rp2(oxzc4H+^s
z{E=i3E5edghq_eMM9s)!xm(`GM%Rue4Ju0v?m-ACEp=<X%j+~!sYCc#vr=bru;WR&
zLvpfO092=<kIFqpu3iL%8DV{QJ4$#W-Pj=*X40*xFdxvjUf++j7)K*zdYCrSP_gkT
zy-KFX72R|!mP91Gc;AlH(;CEnW$in^#`ayL+OJey5h={ZyVB#9eHW25)PUTxDnevE
z96`DN6qZK9Zc3+}jsC6~r6NYg8kIU|XtkF@rt83FyJ4+$ZU<*EB0A%C2ZltO(ziRz
zAR9!ISi2)BiM2bzMNS<QOxCeB&b!S=E;bn(4pv@M8?F|&#P_GJ21k)Wb7xG0pq5=~
zA}ICpb1c^~iUXsJDTNyN+%s`tj?fA*$<2xqtS(q3FbvYGrl|)4PqKm*G_O@_<Lm8h
zUq3#*>a_^NuQ}<Czv#ej(iASkaE18U+Z~t7&9~z@W?+_NQ&a)tH+EzOKeln>mUNg)
zWt}a=C*?L+Gq)87jxP>foWA+Bh!I<;?c8*{>OIpal?5h`&P`|dZ)e-LbNshc?OUTc
znZpV8t*+8ijw&y)Z~X<H%8+CS`P-zco;L1d_N^|m+PB}4x8=6mVQy_ezgUZvEi_4X
z^#$SX(@4MgD&m(6UroFI<-4L>#gq|~FKlX0CabXX_D9oHkHt#X*QMaF+{y-M$u8|8
z@vd-vby>_zv0Wh)nNY#RqI#Vq7BXBW_4?BqyH1u1W_8UBvbFsR`%_D^&=Rr`Ca$LJ
zntCl#q70N$=k9t0X7<Ml-ix2&#m)2e1>|029w#d%>1tzfX!OeWn^zOiP42N>0gZW2
zQn%@0w*l?-yN%1GB8#@Rz;X`Dkf=#8PNpk!3Yp}9f<0Vdj)lN&eGx?So?#e)C=-!a
zXDM~!E;x|y>mMgp{XP27u)W+RryeCdXslkPlgH|nrs(}p<Lc-{sk^-To;m{Kc(r@k
zN{YJovQ;Yyhxn4P-jjs&do2krm&zX?34K{z<L}F=N50s0&mrkg{98Q<>CE1BU(1F=
z+uQCs<3{Wqxa*viX{g(~FnMgqZm5)y3@@*|5qmH0TCj4w3AzM9)mFS|()Vw*@Bdof
zV`vb`mqvGFLCp6-<*KhNX76dJoPv3pZrvAA+e0x3DXOb{tcppB>We}0*$C*E1Z$|r
zwX!JgQX@v$o?Hn#lCbaJ4CxqGWq6l;(8bLYqVAP;4BtDHtL53V!B*tvyf50(%)4Zp
z#Q8-+8p5jA)CcaPCiq0Q1%)lX^&!WkWW$2L172t<H}~uNa7ZxY*DLj{P^+id9JQrv
z|FrCu{NX@sD;ZVYR41OwFI177#EP79i>$#9L9q{lg#*E?$D#5Dpu7i>;ZS7WP-;e4
zb||FK?m)7;(RACH;T`m~4VCj*65@6d;HO<xh2})JFx#T!wQg}XY8NE^tvo{Y+Ffrr
zs0li^gU)Rb4&mbtYpVuw_)borNkQ3deUfWR-%QJHZ~Y*nZj+Zd2$#Q7gN$V~s7BiF
z+uMGBWI?uS$uqa149YeXmuV>_31kCGWA#=<A6NK7z2FWoaXSKs%%Ek`_3DwpZC*BZ
zUzI&iwHnpyLiK9K)$%Nugd*St$b9I+EX}%I{6ppJ+8M#N;9;E#ZaPaU8T2V*jZ~Ji
zUv<5v-2ByCSsj%qESxm@QB>*pE)*yDVK&KvuO|rY&JpY)tQCAn76d&MA=C!1>Pe@p
zo39WnVAyqYOfkI)SdQ!8+QD_5I#Qfj95;czn(Rj*Z|rJnPc%TL^M5aveVO@D#-q!K
zqJ+52R4TV?4jz9yQsQ<iclRS8KAX>IP+4Ns%;wA88fxq45!;~wG>B2MBoC_+SqTD9
zbfvRA8)JzseZ@(*(vZ-UOoE0ck)Qz~36k8Az%olsQ?S=5y{c0?Bo|(1Pl3?3=Mwmo
zg}v6?9wQHvzVfV|THdH9(loxu7;lQG8lJ5cT{t#PY=SDkR2PN#5;9&5IDADIYu`yT
z+L~71ua;8cGNI3r>YM6VR6Q;yvx*1Kkf)|N%Xuqy(1PY?7aCTppR~>GrY+KSoF8%|
z>w3|ZFl0Vk#X^Qkv-stATrW^GlGgw*)N0~OAF7H7*brM8v&IG$W-Ena&9a-_z@kKW
zYa!ds9NflgG}~N~Vr{T_so<lCVlQI*l&(b#S%izc^=OGwTRBXl%JP*@uF1ewDAGC_
zl-xRNz>V70F-wi>Ovmb$<h~NsiwRh9GlmB6zt|VO!rw_|Po{D6mm)%$o2GA9PCyb<
z0BJVwZ>-&IgA7v@$+j=sZuTOxtkv=|o=pR)E=HM+qr+{iD2)U8KtHDt=ky#7p2eWk
z({3V8V6a_jtu^HOvO7?`l&|bcu;n265Vf!nj8~CXa6?*1Mtn$fTkd1);<YW53$U+w
ze>Bu&)G(o;v;kG#EenTlK-tN#R}I)}m>eNtpERHo5tb0CjFy1*dR`hgdY(coHs3PG
zz~y$U_Tg3n{OijO3BZmSRD1Vf^uS=7*>!I1ILL95Cl_MP4kx010N*B%?d;P7C8nZ6
zt33tWo-1LhH4YBb;BUrCkKNinLHZg-B7d*3JKG&rIqY6C3Tj`k(U`_u_5HZd;oP$v
zH8OLky*u|T^-?-Z2jaPBp)A%&6s}><KFj73c%QDp5`1x}F+UH8>Ej%z$}c$K+;_){
zD;e?-J0^vlC^@4n9l^=l<27P=1gEa$7?GG4cWAeyp<-mqwExIYT{mhLVt-+&-!7G7
zDB3^lNji01-|rSSP_!%g9&6f<Nl{JTatE~C-VHHBFuzK+G~{iGmt&}%RBAsO+&*XX
zNA~Q<Hh8I7saDb1us-wNje486Y7THyhOoik7;PgEqkVmV`^faoa;tx2-J~A<`{n?5
z4~oOYahaH&HOA_`DdODS7g3RKGVF$o${%r34}IlDbAUT*=|vwvC$NLF5ia`})Gn8D
z4~>}KBG%3cHT+S0C^RURJx!zwxrVYzx9)p?@f_g(B^Eb~-tlT-nYQQrodip3zaEf(
z<BN>m4mhQhzYEe6w_yi{9F$EhNMC}30il!d0Ooh}fWNE?%Q*fk>5Q&t8JDnJs>W_<
zj$MhCk=pJ_uVr7=9BcZa2-o)9!2|wqQpz?1Wp>2<53AiXHSpWn_SNN#ADVg7`Nnzu
zZR5$r-G+G@z%_1v7+#{aV4L1p3-ylszXH-z5u3k`lg&|Evuyd|4C%F!PnTra99{*j
z(I-Y8eN9-GYQ(zKkgoV(28%Z1r3^65n+GvSAt-c_Vf{ny4oE*gcL&UbLW`JISl;5@
z0dEoqyguSbs&bNhgw9S?Cb&o0XkIzoJto~9P!%b`d=*u1RGlLSv814+$Z~eTgr<?R
zB(sdiEdiAt7Yg%8LnB(L($1nHSK442B&W(zpd_lyae3IQ3_#e+@DlNklLGISGk}qN
z5fX9M2`Mjk+31l$Nhhp{q?35RHH4z{vF6vn-NLh)cn`REy7Q)PexGM9A<-wA%IW4F
zNhS>z&%U}yZak>Ylls-9l<N_aD=s%PoS`XstAcnX?X3zgk>7Fx7j=_=^=?(*EDsA$
z_6To3F10v#s{&YdAl|BAW_^2ctHOWYX3yG0Itx0_u(v9FrEao4x>dpLYFG$$y9VmE
z2P?bvZx}GOw08m=3eBKhX4o4B&fA2^hYrfa-!L#HAvZb9V6GxKc*6h<5p$}0Kix18
z40dK^{{*y-yJn!h?eSE8Dqn6x_rvCdp}c4|xjSI`1%=n@b+smfJ3Fr{`xP0)4qj7W
z2IS{_mBImiO~D4VwA%y2-4*-mt^#}S$3DsbBzqUaNp2Oz+=Z}KOqF0`P8ZSjoI-q&
zvt~Pktk=iyLNMv+wF%&+;r0x-NeUB<CMiSqcO$&ip(#r3z0%d}T?l?I(Yp|?)U+m1
zXcEg5RX$w2wWAr~I1w$;#6p(45ag9Qo%Jkcat56mOYcH((bFA|!w9o^nY$2D;##6=
ziW_`*=3NL!ffUqSB1dd2o0qu@LGvn?BLunKDN1m9)t`kchDY(E>)-H*!(9kd@W`03
z-O^}HVaoCHw%oBDEQnA7uc5rl4O_h4g&<84E1Gv9ybT#=gdfZ+Y!19J0o<n%PF<qA
zIo#a_N(<R)?l$-y>|`uScee|b6q2w2)10{5K!S@yFNs>-XowH8(zdNEjfp#LOd&X&
zqkcn`t(ueUk;Cb+%qz!(SiI8)Wi4{&BD1%oKivyr&WXhjiMcW^A&4pO9NDJkXwajy
zLG$?H0cGFsVy0l%#S#Q_Nlv!f;NVhifx3~Wy>=r{xZ?%sR7i~zLIk3QJ>mWyd*g%O
zg{7lg_BbkYLC2-0aTNj;Qd_-Rk&4#4v*Qw9Fbp%$*X6BQV3Hdj5@grj_@EMJ^K|k_
zHBnMpc;kb_EDjwhhqKMkbd9tvMD5-!^w`EPck3fIJ0$ly*qx^AT1LVmWz$CU<c$yS
zK{3#8q(t?bydvRNvT7>U*&(sythq^v8z1iYbL7Scc^?){?GQilvL}KN6MA#wLr<iX
zNRNqa2T89w5h7oCjSfrowt@LXS2l~T6pvV>uiD*Vk*J?`QT^VQ6t%k4_^#S5Z@9B8
z6!>br3nP4qsC!|APnIp;XOewqy14E1Za<TCCdud>y_;OzOI$-dcw>Z)A!d`1S&OD`
z^MJT9!dNMLb7O=mC0T?l4jsHPf~#6?i<q11=P=jbfVuv`8zW+BBX-uiQ#D59YX<Qt
zz{qcmNau7)j4a!8Pw#jkFO0Yfs_})pFye7xsvHOy!G#h3doFlru3i{h^6?fx_9n!R
zb0VYu8SR68yN*c^>)YbVgf%dv=GVGGh3)}BtcTls9L8c$>FYQYe={n;9h#)ngk>t3
zv-8QG(B^Gz#f^<fkh($4;S7FRlL=O-KGv=ecWXvv9Iz>M2yL~Co8dxWG|$S(x}3y|
z$~q<pz1g)VE?$tz88R{}=Qu)hV{@f$iIP*ttea$Gzh^HZ3DvkMVk=lw?v|SCX&e_-
z6`2ZPpayHDC@hJR<BHO2Bn*3&jm7lZRy^cIj5Yomp<Etl%9p+Dm??cPUN$P=I8xjw
zMqxvG)pz%p9&=70oM`AqrgHae<QJQ;pt!Pr(WYjCSlYA3(;~tWrKmbQsmg5@h7IJE
zp3sroEc#V&?fl3d!x1_5*GHpGlXQl%<|cZ_RBLZX<TtjtFWQ2!z_5L6R({RxJHPt&
z-QE;w^`i7|UoWnJ&C{8@<GD9vyGZ}6_MC3~b)CXYpLs#n8Wk<XQ@L~VWRt|Ip4!b=
z@EutHo*X`~&OLKy7U;4mf98JL3!+55gh>wGT_M(kY<4|(cLgLdRXJequ9#7hVM96;
zq&IX_qTjgwcJS_s_+2n-><a9`yDKn9Sj|f<4&Ge>Q#G=&jU%LYu}C=Rni0@HpJHxq
z+P!QYyt~2-?g#I#kfFtx9gWxz(sS_cii3Ao9K5^Y0J*#3;C&O;eNu{l0U{Tj=;Bcv
z0&YrGj!u^k-ZufKjlZZJxj5wDeG@oeX|6KRBN=vze(=5tbSvM3^MCrj3A0Pv-X+ni
zW>a*-%E9|44%IuZU2j?_D!H`x7lZ8E`zH3h0qZt09K+cjH`wg?g&{A(`zGWri3#wm
zV!v>B<it3}^+lt;FZPa&I?*KzFD<XCXUOz6{!)*Ld)fL6X2mTNVkd=cp+h;nz)Wt)
zaQP!^yf!XYT|dBW0^|Lc_7*sM>d1>9jV8CO$nH>cZC=9X2RBH$(aN&m&g}Qh%sjYH
zK1VofySe0VxCGl#_;BG5?<V~Fy9viJ)nW6;N4SOw-#z_595#Jt_D8!3f8^fD@Zyte
z_v4$E--APOyDS6!oG)V+<{Vpn#Rb6@8$2`Ux2<k{B2C^mWQsd4l`{{q^*)dUM~Pif
z$=)0OZoXH1m(jL0{!JtZ7Xm#0CgOYP{oe=k3i%rPgAelSz>qI2K704%q*uw_{>nFW
z!939m847vmg{<SSJQ(%)<A7Cqmxk-0H|-p&&FJrYh%3Odu7yYSTydkU;HU5@NfU~#
z%4SL5K%m<V(0$i>-CBSDJ@(Y*%vJ_0*<t;^W3tZ3J$=bHb_LX|CHLtb1enusLz?Xf
z(=;Gm{E5Ef2iR(I3pyrB{yrsvti5)Jufw9v?gfk~?V!te3S1zzj4$vBFPV(Pn|O5#
zx6Gbh5?e~iaKj4-WI-5F!>!)_yt}9sY^WTihA|TxcF5IUvVYew&5cSPn<E<+(ETD8
z$hlodDBC2qOY44yb}^w|uAbp#MCzt3B1KlJ;%BwBo%KdqS6$jyVmIYv?_rI|#q}QS
zj;H`C2YaI&#G~U#Z{+N9ZZFcStl11-gy{$5$i;J@A1(TVrhg9nkB?V!J$~gkTA#>x
z<q2|ZczV%?SY7XZt7w?M_9AX;DAJe>{(rEqK8L>YLh~=)SLHsP%Axr4zpY2^O?~`c
zY%g>jP~L2us9XBhWfZz6D3lukHDhVVGQ8cSel0f~m``VwuoZM*f_$YUkUguKSHpHU
zXy7G0yP9)o)4<-7H#irP9AJwG__;3=-My7^nk1!^V-D)Ul9CrfOmCwAj5E#qkzI%*
zG)%53%DmxdkMAiIH#g2KjmwobHfmO7<wvPIr%!rT*L=}s#;%9;{8J=7t7K`kbvC)j
zO{kgGthOYHids>#mC)$BW!^h)Sh1FqG$&nGvXIxQqtwO~Y80;%w|Y%`hWjU_@4D71
z&*}x|Bt@>YPSblkVLP**fV<=qX6NGBk#yj2Nv@DFH#Z==a7S$<Ug`79)GN{>CC;bQ
zs&9x(yhl$0Bc$drA0Es$=ckk3Tbsr<bXnh=cN-A41`W!$?2M-mu~POM1<n@rbAp(;
z??^Pl{2cPjarr0s{=BfsNVfx<v$p%qV?L9yBfY+9ET#)DL$=%bn_rB0b6<9+uo@w-
z%+c*+5gp%LD9iU6TpvT)ql(#`4dyka>5)=)Cye>}U&JsqkuPGPt}GTkLcR>qG`0$2
zYOYDz9Vd|zGc@GZIeRP^Y822g-<Oqbn6?v1zs+v<DrFu`W#nr8Zk+o~ulkrULnE3H
zRQ)Xf*-WY+agI5dok7m!8?o+H^@?Z`vGGu}$q^SbHAG(I@CABJ{}b<164hfOX=ID-
zhOhuXOw&dtRqj@9S7wcLN6s1)cTR!uZ1V+2mlg4Sl@W9A7CAND=+hP4k8dKO^UGY<
z5fbl|di5yu?3O7`<&YYPa&MfXax;WfG>qdk1hzj{Z0nbazkCmd^j2r0&`0bOBn@AN
zne_<1`_b>m^5axrZInZp2&CHDOU{w6p+?BIcVB0~#K<y(OD~^ODYgxz@`s`Lp{n`7
zmFw{)U7)lLglQ<5Hf`Z3r0vg{E16Uy;(%&o@qywcqB4|g5a_1@vi)j!4brHZhy7K1
zXUJzL8tH9ej9Ji8(z6dsufJ|=E_foBzIF4I+<pC1a_QT*<Hw&NQVr?#GsYJCQ-^Qw
zoMHQ`(|^h32<`ifTA9sX3X<2zp4GT4m1eC$4SM#V1`wCfHC9e^kb9$F@^;8DgHXJT
z{J7C$-*C1@w;Ik`m06c9H?{S^JXnb~?aS&fr0anlgzqpqfy9bW+lEv@?k>K|y)HN3
zh3DAJ$2SK`vP(~xE~?TUU4Wcz&?3xX9tn)-GWP{b^m;>pbq0k+hpe>bsW=p^dAiM*
zr&Ca^VBOjH8<T`mhrGNSZorkfbGBbMJ7>(TsC~+JI#gOljL`7ZYvD{G4co!UpyPa$
zSJJ<>PS)})>SZpef?Pjw9%8xha<@JvlMylK%sm37ZmCqzXfVgi1<JWY@l!Zqjw&g;
z3?=vmX8@I93}Chet>IY%;YY6)Rj)F}<{lW9CV@|+_3=fj7;nX!wn)o`23SVENePvM
z&ud|EvcEI?3=GI;i~%Y4`ys^BfCFlJLEWPx;6qcmS^_sPHsY@d7=#ZHyig5kbz8D_
zRJF&TpzsvZfDBWRwZ6hN=9m(<OTHjji>BidYS}p+&A1cM<2!8r7#3v_*^V!&pKX>P
zLbAlTvcFc5ou-bJ;>IndN1H@qD5KrD?2{SiZ?fi3NMY8orI>+xC!*__-pz%0VWC-M
z)s%F`nm5TytkRPEAxj+-g#%`2rd=B09t>+N=pU`^RdUmsfiKC&N;%reRBK15sc`?p
zWbLLp^NeXM+lNiIxF*tcX)ouu$(NY;+K`1KmXe`SE$`H<sn5&Z`ZyxhB3a-{HJEz%
zcBoD`<$|>{^7~wA+9|gwga+SR{v?V^w3Ja{ja}fVC?~UjC-0O~lCFu=In*_Ktj&xN
z-n2y;%PJ>~-BvY_+mMG+^HYINQzGMg(7ZF4B~~JPOe1Pg>_0?mg>M2rT>Ql$GRG-C
z_RQfAVUmL>)`_s7-(rHx<GW=5!WYttj~#OOLw@d7cbUGWGc4qab~+XL4$9090+^BC
zIOKQVz$nd7-y0k6@uzXs%orP2FM=CopO8{MpBQF}sgjahJ<@w!rv?(kD{?5I4%Xgt
z7LX9!h=kN}gYro@;f})KZu{A35?SV$AaZ&GF8{-$A;Ek=5S&k$T4ylmCu*l8>q&+T
zrNgLPr|N7Ec0FF(ASnlH*~)ma5NcyJlxJ5>-!@<A?dUB`0O6}m-Mc{lIh)g;?5)V>
zHTAt|Moe(=Awx1a`z_2x@xRP^9eJp$*i<%G-B#3P1VSyiJKShfZoUI)>sxTfQbStd
z!fN#vI5RHD-h<D&rf%R3p%df*AHouGtsYToUR%n3OX(k}aTih*c2(2!idz=iF>!eN
z9=l{z?3Ise3?F+8A8+Zc++z5+CS)D#T>G#A<l;l*xHL*Da1H9q%#?kwW2HYS`|kAE
zcjs={_buduw8B2kF0_KlKHTp&QU-<P)-uRizjkCowX79keM=>G6C&T3svE1>rehz1
zTjZ8rYfp1GT~K(uB;Pp2wZy`ruqLJK<Heyd*IyR9etLktwu%$}*#TZzkiwM{c(Oq=
z?wyRR+#qkaP)UqnLKR;t$qwMWfA!UR<G|fJa4)hB`r*~CU0q2Q6E(B35}>qGw#7=>
zr*iYQBU{lk@m?HBB{wg-RL!&jC5dkwT1%+5AT7ceqQj=~i>aUHiS$cFL1u?cL0D9E
zw8>kXxz7$FPAXm_N1yOu6D}F_lMUMHnSsHmkGr4XcpK+XMkT}=<3dV8p7Qxy5IRXd
z2;k>BKQY%D8#*aVG1qD1%Wll@Ne`tT;W8F`J5d%K4^aF1JWv}WUT3v-<@Q-^e#3k5
zQd^3I_v!V`Pjy<kn9*#E%_(5k1{55*%V>vwzj!VEnHw<FBmD+E9$tLx+0NOA%Tune
zN!Cb2-LK7+@Xb-3IV;L@hR=%9RnzNx(e=_d{}5?n-46pmGt!7dy7E1jr5Xhof3l#X
z>F{EI1MG!nQ`+RnTMYQf94@qN;_O5dECQ=b>h|1bMCB8MR#Z^cMxjjW@=ycn(gk;@
zRzctU!CKX7tlw)?u+`c3lACCNSDB9gCR}SC>-Z-7rbcn&u9EuQo53HaN%{`aPEtN^
z?2LP)k6jQva6$2zUHPMC2EW%x7Ze{DdqHt$Lv<imzF1pAE;8@SZb9T!v2Dw!m2I|&
zQuCJFyzl4kd+ZQhFoI_jK6Nu5<ngrz^P55{b>JHvJ1=T1%|hx2bNBrMsUH@vnbgwk
zx-Dk6G*my8Jag$nHakK)*YiHkm^0&YtJ|YCAk~A^AQaIWtAzR}?0rzOp)6hh_Lv+=
z7zO1Wpb0%(GvA2Tukr%s3Av7+=FhZqGmF*NnZ}z_+jw2oL%ZarLCsFvFfU(hN8aYa
zj1eWdrG+nx18AcZoQ;R%%EySAYT}-AfBq%8Vs)%5^Or72QrJe3=$xu?xTw|QHGD!&
z)_Q~SmO+<>jxiovvderjyPrLJK#ljIK+O7n?cL4&N=;~($s^f`&J|>zk*Iv3=>}vv
z03WLA1ep%tE9K9imzqp#0+aQ9Qcc8?6>f_20BX&dig+bKqG%*&LT!-f8VLdeTq;*C
zEeY}?Q7UVwfyNoLK^6&Qd`}LQp~bn(buJ~+x&lqmi6*G|wmmL$FcfSDt?eXc(q@c7
z_*P$APbz-|jIjF#URQa&-bQ3&8`b&WD9jgmwf`!A!dqn4X=WwuB6~1qKi6C7PYi&S
z-p2q8#t_wPI}jffI{iLeE?c>cVVF6m*ON&6>NQ!GU6!hy<q&`t2y;`I&)@lRvg0*X
zxdML;jm<9IWFeJu1k=r`?zK?etI-F(u~S?Fl95Cd2AK}+B5pv$&mm%mM8r=RwX416
zmiff3NV!&KlxCcwDg0^I#mdc}-i;}Y9A;rqLN1}{h>ryp+t#FRVBO@(CV95gi0g3O
zLMi(>okmm_AuZa&sWx>ADRV$M5~e2IAM6OSw-?)PPvys!vbUqft7jt-;xxLnPKNE+
za!0Lt8mU1Z*1pytUtwn~u{q)pD1qhW$bd65$)>F77xm)B^K-tXVf%~iB<7>R>^;5H
zvTGn^!pcf2p{M)@<So)uR33liq)?cw?Sb~fbZcY1fLj?LJw%d7kI|m;*<Q7=^mlf1
z<s*!jUavW$^Gwl<=evw+`pc_KJI5$F%O#jB;kEKF9i>O)zcPZ3aw{UvK}0NWl(M&;
zv)Qst@ApdTBwzG8$rp$3B-x$-!$(3lQK<%3<#w7#FA!%I+0Jf|JLmqw3Fe*f!E_lX
zZ>oL4k5o0IEp5BOV@ciMa`ChsqbKF^^;c!W`XzUR5sbA?y2U5zt=_;=jUChzH=t<v
z>4)wQ52W>~%2c1809bf@3*pgUHS$x|Ek5OLS>!<@yye#-MF}e@Q>$l<*!Ng<dd}Fi
z@uiW;&K?PxVJC)cGW$OU$Rk$b5(vV8=+3ZS=bKm3BP4QUL@3SbM~`?4b!q*T_K1F@
z73b#n%_8#-SoAs?<w|X`8DzQ<5o4q}4V2{F_9->zn2mp#Q<>4}n|}`B^tDW`Y&dD9
zyUYz$+7w&@ux{;0%*x-Y4l{eCOx54K_nDpRXC{(Bx+8om$0Xs6zm)MbvaDy8-hw{t
zkD}D*ikS6pV}|hOP+de)R%Ch{uYjdP{PSbf-mZ>T$VK?%4Y{!#Dn^@<OHdd_*uw#;
za-M3>VImx#96^^cpxe#PIyPVBk5D}zLEQEGY`N8RDrKjYl28+kAh6Dw<OovEMm216
z*%eNyntkVO!m*r<EOm2Q=av>|>)y0edKbU*QQKvtrqaK4_Kz;}HAIed87dz#!>pIi
z-sfDmDlS#I!AOAL0{g#E-Jk1d*n|niO7RP}V_{u3cZ%c*4xI807?p$K=-6K@5JTpP
z^r^koyctrjrS><=X7rC=YQo;tweQ=(Tdhy8`gbwk#EUWFp(Yeo>`{wsmEE04%Z8Wz
zn!t{I(jB<+CKkdT^^UK<(7oeBFGTMc?G=huVwrEN*F4@kF1+n|=^eR)-2+{6U-ze2
z_t?A9<H9=qqm-(w@`UJl8%)w(p)lK2bVa%6RDP2*{O{KM-;!bZZfNCG2d0XTiKNW^
z_E=-L){)5PO$2H3sy%~laCTH8`?l8AreFKY^C5|FkmzBF)^XT_d#YL3h7BSgbcG!<
z=RSR#Q(p?+wCB#;en40zFCwuu`*-Z>ia5Y2dof>KO~@Y0dKX$K$#yTndHnlcwB*U~
zq#+JXN;8LF@scpGM*@S*xrcv)b%NaCn{CMEC(@VpRz4ag6)Uw`kYIc*$=J=tKplq=
zm8a?@8oEDBRDaLblq%MW_Rw;Ssg=DO>0|>)eO^DQyuL4Fn9pkycxwW$C1mrH!fQQ8
zVi;>?1n=uj=J%8TC-{ARK7rSexXRbTMdM}ei8C835|vWI%jyl3SYa%L^g;Czf2LP=
z47lg)=IZ{CU2l4o-&eA0_6f|EeF8z@Td^rVwj$}O{%_%P@_A^!=$O;BapUsBr1k{=
z*|Oq8q96>DR;keH>O8!rqxDP)R_e`^INf1{R@Uytr&>5YC;Rth={ocP+3!Eb_KB_P
zEzFd%HRWN2qm>RAY}AypRwO$SP579^a9QfoaO5>czW{;rLumd~cGctQRbx<n%$CCg
z78O~m(_&Z#lD*AlG5wH&>=(iclg@UmFCe=HB9mP+aN-x_Q=7Um%uqC1_jTFQ`AN`j
z6rcoDN+U1IPONNE|AT>U_eGuTipta$HNn*?k<8zLMTX4BwX?`(2`do0tKz@7w6L1v
z+*D!G1|6LbX*e{(DmK)$N<bC&kysH(iuE=VtI5S0lN9SX6N}rt{xH5~w?`NJc@f9i
z$yhuN?uVG<(-9GoT?L`<&x{(yEwkMXTUd<~&v}B!e24R>9hQH6ap<s><FK=&^Aq4v
zbsTzQ{(AkOjL}=4G@JuXPTY-$Np?v1Z}o6x8H;&k*}3EvVa%iTT8EpOY%Ai(NcBwP
zFFHAvqg}5#9M)dVmYCh1%=GLPNN5ImJIe;o@c#PGH6PHF!=x_0+yc|<7U?5vJYFng
zFOAqLf<9Z4v$hEo(qVb*BT}!v3gwvn=EB3qs|jdS^arzs(ASjl9<68$99A4^xE`9$
zL<(CUV%G)ccpKCA!9Zc>PD7#}f{kP0%na5Yiodbp0^~@T5DESX!|WsYH#@hlo$X=v
z5Si)7K7+zH9VX1PsvlpH!aEWYk$ZE#-^Mdp*<?Y-F-TS1C{;|!c%k*Mp_LDS4W$kV
zoTd@4d!2bI&$cCn9jtP$i;QcakObEsxrD9nz-OlLMAE}lwnVfmYv6^MdRl6VnqNcp
zt2Pa*G))PF86yXar3bSRo6crDf}<CEY9bq(S{ZNo8)`xm=r2uJUsRn0F>!Va6(WqD
zCw7V~iv=6E;qXbYZVUd_%BF;QvS}aplWf}TDVvRG=eTUjJ2acbjLN14kawkSsSR2$
zh1i}LFrA8s1o=7O<H(XGjN;m%qaOik;6MQ6H!{|^Vb18fXSlZ<8Und^!j$4pk0Bmc
z6wI08RX@d>3GtNWOB*X4B7UWps~#(tHJfsWsiWJ(4|0@_a>t-h6_VrCqTFpbRyI+>
zw5+eKiXG1`Z3HzwFI^>UwPJ($2eGSRPo;g;PchKnUwx%X=$B>%+wd(cl8s?!k|Mcw
zk4|iS3f9R=eoT^!8|7u{hJCJ3OS*3W{1$hU-vIk#-XS$TkjE3u2#ytjt;lYgQnzS(
zNKaFYGiG4WJ}5!H*al{yy4*e4BsG!|T3#Gf!l4@rA{mWp#;k;kUg~6pZil^aN-b`-
zh)cY70z+IVf)Nwe-h;R23uy6dW0Fl3o#Z3=Uo6?M>g7aUu)Pzf&$3TJb;1nAHe8$-
z9<)1X^|W1Nd#yzBHr>l_+JX8$BeH1kagn~`jdwV&*$bT+QxnviNdw;gv0jq~yfL8K
zvpBR5>~6pV;Zhx&O!%kugJh@BKg^~QN?K%akkDuk)Dh)C83lEn<oO>3b(?j^kZ`p0
zd4;%!;J{u-I~)*WVlK4qDDAnRd&B=Kq1WnI*`H(&E=43CObB~ZDAwifgOX3%QNikl
z7p3Hjq+4r{J|aEs5i~z4*W#A|II7`UXL|NSS50!~WQPiJ%g^@ep*ozD<hBZDujAD~
zbk)e78z;l2WuL+s0dLpjSkvod5|3VIgsfXsNbOK#C;G5Ou7D8R$LafLsIl2&Zp9DJ
z{!+R|Nr^-8N^01L^wAh^@zF!;_QKn5V~pSNfU@4C^*u?<xP89f;YV{?v0pdiVymv~
z?G4XVz~_kbI=FhO0Q1zW>#1Bi2`lcLC@xT(q}eV~Ye#&UN%@bsvCMxA<i;{2@^36d
zQTS#?+d!-+yxTI-t3#vMW+-kDIShuyiG?<3>L4MA;ii@ztrL<NAjI{%yp-1PQE3HF
zBD5yltddL<2yycT>%ScC#yK3b)I|!H2&8SWqy<t-{~9;E(Ac4Zkg0FD$RY0Q$UMPa
z?bd7aOz?2a6}$AoHaUi2XSgV@nStD8h8zA$vyioL&G9*u6;WW@hEZU4MSOBRcV8*-
z?!k~wsXXps8$Sw&{pW3<LGE)a^qZS7&0JiAl3drE!I<0OP!-5)(7X**s<|c3y9dsQ
zF=ElMQqc$>1MIvO7rmThEo{F)zIyUwf6uiB`ZI6u<R#Cy*|TV?K~Wbd>I6jzXVO;7
z8~~b_s#1>VqF5Zqz=f4gNg@N>-4Iic=B9-*<SG<Iv{Vn0uJ)E3@TwQv^zlD}!kFS9
zGJ5U3CWMTT1As9(HP;xndx=d9reJY$i&vOEy;yRL%S5XyuP#P{yvp$?%4^1Hhk)nD
zZPNutLzJgOd?ZK}$WSiuH_3aNVq!!zef6N4t=|$XcQHmnab#C-86428p)^>3Pm6he
z6LlR2>x^TeTShX!3z$O<66j3<?c;tLmu>bKmvQrnarhaBx7Ti!?}z}>TaTY9SIwxO
z-Q2dL1GF&Sy7JeVA)9_ZzXe<rb%}c=vM^f?ZhqKPC!a}>QA3Dr;<>b0#fY*@@>Bcv
z9J*`L+MlJ-46G0}jH;fN+?|HPNf%}4#wpkth8ySb7ZWA<x<jpKNEFo!hgr=qC~Fnn
znh47Rl7lyrbVz*Z^tkL;etBVm`OE@NY%q$ITc;QJ9R`;jR0FlqwI~zqGh4GHYmI_{
zMsx9@UAl55eq_RX>s`6a(phxSF%voB<~#hw&C2>)-r%aaY5JJ{n5?McQe?b@uIUQP
zg8vim^tv9cP#7YO5>s4ZorS`LsNv}953SzizeO#sp)$wODC<c00*05FUrKwV6!SH`
zFuc@#rBo<PYqcbjS?)%@PZ(F4msDq~u!nX4-Pj?kt4Es{E=%j^HgZwZKdhr$L^IU3
zlcP#f^j>`n66;vhuhCPi2Zj|VI+=4Nb+82MWPzf#$H`ky8QaJGq>OF$P{y)^X(%&|
zQ#n*-cGknp1}mAB7vCW*t3H!e>4kkRAzI9DZ6=C)l0wD}PiCQF^o?C|a#_h*=GR2Q
zMb|*_Xv(yrXHb=VQh-c~Ih>f~&)9Iw>)dPWZez2YVX3IRNi~b{*<1FznmERqtg6@T
z<&d<@8<K1{^oJ??&a|TC4@_A8Bw@)z7iWOhJd(?Qu(2R|!c+E?=(O(<Sb_br#i?KW
zyW95V&Qfz5SQfTaT^n01FwDSAFVU-?jJ@yO?=XF|_uktXD{1r~+Nk`D;?N=a3$aBa
ze?*t8eWxlP7pak{9mM-w{BHlqE8HX6Y2`{TWnQh(t5-$>)Bn(`w?)bQMsk&c&SjUs
zN#fwmSp2VVWGmqEj7^E#%!M0+0~^sqVhV4-NM|pTaQ9Xu(|?}Of00kW?9R10cl551
zD@C;~!R8Ghe;4kAxSj<pGBvo$#Avj^u{xN>7;zo`1kJUFb$FH3;RLC}Skng87Q+GD
z-e_oldVB7^fwzp5v)9#fcHW*-b$l&VF>;y>m2&e7+j}@(B~bO<XGX>=+Xtba8<ht3
z$vB^*K0Ar2R@))@JxsNS<@r7CP_M`N?+>f<eoXk@-b5vHA~$mmW^F+|Fyc4KwMm8S
zbG<SN8DmaaY}=N~OV7YfQL+^W9;Jru*kC$+Tw!#sc<r_ZTc&r9Qh7YMh^f3fm|&}!
z`;g@Ru8G*H=ihIXQQZXJ5pK~$^g+u`U`gJXIbmc<XnVQL)7_j<9J!H6UwjT|T)en|
zN8Lt7PaA^58}h8@)-X`F-a;KTHR5QzcS96(9rnIP6p!aQm||NbX#S3`)iH4_HGfAq
z5?Yav$t-NrU%N^RzqGvX_~qdXcFn&=O0-Al+3}K9=S4DM<k;EyuoPUHqAsbhSZ~r*
zKV$@+6Wf-c6@0@G7R;VtS636lGLbM%(=;J$4U<b##=H@0aJ8uGVB<nj&A~b`$zvSO
znF&_NPktoZnD6DXF{K?7;hc$B?OibFH1o*7eM0qEV@B-85Etq^ujrMi@dlqh<2~D8
z2UN4!@O;#AgAAV#scH7NH6z?aPrSIHk)yo|em<3m>_9c6mu-2UWIzZKgfY+-65IGc
zum*;XS&(}j&Q7@30iEi_OSxzh)UwcD%lG~$-_Hg=z!T;BDfV~B_d#^ILBle~_iCfN
z)XYY#>o~B+-2p~VqxM4SX<-e9++Nr$ex3j!uDNH@>P0V+UWKf-1JZ~I7T3y9R?!dF
zi08~xT3{|b$D-F}K~`Otj7JHH+kt{Gzrv9La6P;^&$-W&)R~zhNBn%=>WD8SwbX$s
zYuKBm5h3>ZAXH?>`k*&}i)-Q3S_2<+4;=lgX9lx`0cgl<XPka-SpsYf>6g1{WsRVW
z5n10mkw#8E^@CQ|59+EP)LAbGpV3BRuSJ=tmEYiw(pb~F&pWvYCarB2h?x0lo7sAu
zWvo~OQHhQfaM@j&Fl3aBv&S{I+^7_LC4TBob2%hP?2ue+(Wq>@hEB_NrB{7X8~}O+
zRciWW=?=Y^s+jE*6RA^7rV|UN;>t}VP)e`^N8L(h(3znYvdy<r2K{{<A3;(0p_%4T
zME*RR)fqQVu|LmQd0MGkVg}pq>mSvyy`eWyicw;EQ!l<yF)%sMoN_`-^-dERqR{IP
zDrV%9B?IrR?_Cof2nljbpcA$rz8})8wYofN42e6TA`|G+<u$CFbUzjggu1d<b59y7
zYc-+e)|ta_OLT$dmR78i_tKtT7-wEy!Ix;L)k?Tj;drtR><PB&xpN~za($9v(hqXw
zjt~3oTrTUQuJ9CAgL&vU6vQ$XP-+~QYDWyi%}553qAIsz0%lA!v_*}u$3p0e2+6U&
zi3s(fg%|5%&Y>>-#j{?T?8qe^by;ORKgdSx*_yRL*zRV`L~nHp2D7j?gV$aMPL-NY
z2sW3p-@z?%vW;FZbN9j<5gkLg%R%TBTZJD4F!WllCD)xXcL=}HAe3)|+KenB8fw8#
zS*C<4bZiA_(dT~D0{;uijs}rvJ!a=?RsF7-+=MT)@j}j!ZCXnY3l(0CSGedtBOzg4
z8kQI$#8uDGAjxx-o_7N)C;{d!O`kPd8;_*QnIf>lzC>3LZIaoRKWJGf;#rYPjA^5i
zPvDmoKjoAET#rxVb>+cp@hG2`D}Bt?@adRDZkPjCky#d|OA}zqu0?#bplhAV?M6Y?
z@>)5H+j`haqY86tO3%MMA;;?FI(vx<qTz|Uq_8DuppcmG1S2_yYn2C8_vospPq5OT
z*hF>}zR9+cKg2(G8J7DueF9OXLC2kj!bv`N^nF}-m7&i`L@yeNh>k_|hd=;aGAT6r
z3G$Nzj=U1B-8XREAD<QH*$&?U=$twk<S-yN+BZM0m69)k%A6GcPs<MEMJElooKDr8
z3P<oIbW&XG_&gqC!$3oIgZcu)ts|GBur<&)J$`E$gR&Pl>%Iy_Z^&sH@V_0x(^EJF
z&4A9gHN5m>;K8S!mCm~XpG(Ea3dHZNsne=Ccwl-`H=K^=p4`(r%xamY4IUY|rA{Il
zqkEvq5KsHbVvUDK8K=(K+{%l$C*n5p_$fpG3t)0prF;cUElA&FyUS??35tA3&l%)l
zoN)B9mYV&Zf!Mj1j)Z+u6*X41I-h@1cvVxK$uD$uP#Y_GzAT{U;v)*?%LD_S=0c5z
z*VXkhqg01FaQK|;Y+|*nHFO2=wRLu8KkicqY3<A2j=qU&Phs0-*IMt9imhoi+1LVW
zSKROI`UbrZx&ZSL*~+2@&@2<WDI<yoUwM^@p+?2My_Ge1ki=c^=x4h=G(P;DKdrs(
z<Ei`@z0#yQT0t^&`5>jsr#cUdAibK$b$gWVlsza!E*ZXoo#ef>Qia=xbFcwnE90Y#
zq3QRfKR_(Y+1p&_C^z2*3$_=nv)VIqBT;k{j(-uW>px*Owf)D=bRck(Mb$~eCOADr
zy87>aDY(b>oV7!^zQYly0@y6})zML3ke!51MD9D}8wo#%i3=*>X58&<KS1m0E+=<A
z<**)0Fk}aOP%@3D56acrWty<7NH!e`VaEIIPCC_D9o_+lLvf?5*QQ{EmOIii8e4;=
z+^vshq0S1sk@ING%9V#gmd)~PG#(}k$1*^&ZNjIl5{;Jhs?VYU>JVV|&qgyYcU-B4
zL$}bLE0>#;@KF77b+KHQXr{A-^J(-(libzRd<#2#^!ZTvD88fMRYE#iu0ckvLvV1)
zJ4Ndl7dcz&>$2pnM_PrzY%3}$=$M{fb(~I>?Hdf~#i8-(RjW`weylvEICOY=)qVOj
z&V0hRI5al@&Wc>~UmQ9<|FYuHocu|}p(E3)K8jbBJMafJmqpqLGb^{NJ(>{ksd@o=
zpI=f|bL*wZ)eAVIUcf6P!12QvG+*8+22Fa^Pfb;%aidqLdhvJM3#l|JaYnEu{L0RZ
z-~qOOgbVc_&JTWPoA&(RSN3P1Utd89!c!H$a<|YEY42_mV74iELlIMi0%uYho4AS{
zY+<8sXOo4gu_U9x4VCYz@Ygn6&Td)b-U~MmU|zNkm9Gl<x?91Qcu%dEzzB7adbzns
zYsL!L`Sh@vBqd17IHOFolPXUS^C;1*9Z-qmeN~*hY0D6Vh0A7~!!?OkhQ$f17CyaV
z+m4j@EwE6husv1a(Dnanhc1{+P`#KyIg=O}>8yAFrtwg#IGC(y44cKQB<L)`7~?uy
zGp6&j?BjYcVgTnOi`l`3>W__me5Yq0TUA}VktgWhi5B)pmAJwl<1?$=t&hnH+mBiK
z9J)qHGpAy6(!WVEgxWqa5^RL;{wH^*zWqWVg!=dbsBfQ)%37%JQim|Ip%*$Ew+T_#
z#x~KE?A9M6fbl-#I3!&@!W<P7GZ1i#Qoz%>2Bv9PdevKuI+tCfMmYA9I)A91M*U{J
zfYtQ^R@MtxP%mIsy#U@I7}g%T<43;|buJ$<=eZqBW#bdeVU@kh?ZvI^T{V)Gy#zN@
z{(0Xid%u6|wXz>Jll`jfb$3{Fk3=K1z4`VN)bWtq%`e>)3&uE2FVAK;u|836?~@IR
zM&lTwx%wf-k~Agg``CAgw>C|L&5|A3+BAuHvRm~N3QgF=hWM&J;wQX2Iecd(&8P@A
zd)PAqC_AE*Fl=EmBl|-_-GxUi>Yi+jZn)zRTANJV()`G0B&q%O)5!J}L|26L_O_=n
z%=ovrp`VM-9~4beiqfl&K@7gFA*`~?7~W=Iu{8+%$)vQgO)WLhX=dWS=gQstFs~&E
zd1=w4(bQ6TIt)b<B^O;6k>yG*r@0wSXUFy6RQpExn@X?xvyL6v9<w{&J3S+=1=%sJ
z3BQ5w*^Z1KU6nOvH1e4%A7(;kz6@~1Yk1zi-(;oBIU-$`NwZkn*4E7M#w@b+b*zwT
z;a^FAP1B{f*7p=Q>U(ivn}Q{`Q@z|u-4X$zLbgX|faNliB79lYtQ)GIvq6&C<z8l$
zujp6>rq=9T_mh0sOOo@Kq-0q$`i!=~UVQAJ_qw1=R~k)0cx|N^&W@2Jt<MQ`<<&Mj
z*yG+)4oCl_746BtfBfS}g(By==S29eqOPW}LA<&_<E%y^BSWFmNooy{<f>nJK#a^V
z$4zZ@SX>>`Rk;&kU6p^<7&WH^9Y0@?keYQxZ!ATZ_P1cTHN@4Zh_{Bg$0H21WX85T
zijdFJHTlndO;^5Mc!i+8ruk4Y`g3d3!f+f)9!oN@u_QYviI9(s7)`Ojgn?#cuQa#X
zqM$1?TAQ%@%A-5khEopGg@TPkA~`ta0Pv?pvXTJXTLVoO)A8qLxRNb0{$MU5`ooG%
zxmzF6TcY*TLxCNptWc~~&$0tYGpamchB2Rjgd;n<&9?IOeU#5t3He0Ghg%lYMCDgv
z1uGfJ!Sbh^F<RHu&l{uCc;CKJ{-*NpL5_yIqKq}gBzu{J$v`R4)T94^R@gl|KC44y
zM`N_j^l`7+%+IK+a;_Q1{YI-D0e4U2f9vSit=ZJ@w6a4&DJ>-v$&>M@7(wYSKwM>A
zD5ClZhb5R0lTx!~v!+aBA(2BVkK|Z+lc6ZFlx%yfi01Z0IdQ5yPOc>;v75-mTL{B7
zFg|^_uSy<E-3Hi=L$M5ay03eRMynB9d;ltvomhxH{wO6zmL)9A)*pWv3f&s5f2m%X
z(T0-?w1k9s#pD!|;j=SJ(Z<*)UMJfsPIj2;2_?SaQ#VQF8`6nw?Ht>aTX!$iTr{JI
z`s}LQs7g69_F7k9Q>00DIAIjuVR*vN8!%&gcJ^(Er79|SBc&?RoorS<W2)~r)Vpqx
z80j1n38HD5sfvZ82saW_S$AtPKkJzpGF);cNLDr%V)6-dvCvgBXoiO?16;Y?_N`Rm
zU1*@MSsJ0Fza|Y9?G~yO#s2hrQ*W3iOkeqnYDYOk8;ReU{d#-b*D<mAyfKaUS%Ib;
z_5&#sR=*_-bI#7}ZCJ#GRfKQ(-Hy24>07g*K-bXynzgsxmdc+jtC?c#7B?d|*O|?1
z%#U4tU6g>D?26gj8<5$w?6+`I1<C-v<eE5SmhH?THxpZ<dYTqlt1)Wwt&CMAC1Zc2
zF(N(EYy3)+G)|0(s535S#|DW!9q4PYcB<mxZ4xwTqRO-{yH@$0U5m=M&MLO8P07w8
zZK7z*5^h$g&ule-o!}L-Ya6P!C1z8(Nvz+*F6OZ`TsYoOQIqBY#VrfjJGnZ&Lsu%i
zU4TLMDcL`cjjC8a$5L>q=}PPd{8VozmXu{>*c0o%tS-u;9NeSSdS!dtuTzEh8DEfh
zkOtzd?kC$B;Aw3{PD9~y{+0f7{QM3IF3QfH)woUY*Yw`}NcvIsDKr)ciuMf9i1`CV
z{VCk!jor4{oqgFs)Bb}(X2I;$ix8+4^^^*_$Dv!Zzit>oRGFqEP(e-Gklm?^FGXRU
zOly=!;u;jbPRs7JM;Oh0vZ$(5GVU!jxA$OoRntOHCg0f|qTdWIH>VSDAFBz-0Q~^F
z``>PWK`?F!3TJc5)4ZJii@Zh=7~kzXC-+!E=*;eFZ`+m0Pr=`D+Lbinrg19vP6ZAi
zho*!aaA9|y8d{M+BB^0QMeNpxOEIpjiH|Ae?7dzNYf4S?<<xWYy++MEe0L^F-x{S)
zjRMESm_~B>iDvW;Hq`$huS?<C5oYT`af@uMvbzYw`L{oh4nz`%gm8Z+SS3->4axM_
z)z?osNpms5uH7up_3IZ~+A*b7k5;g58FX`;lO;WR6&ZU?&+GU{)y(SQ5*dm_$r-1b
zqe)m>(sNz$jSz;-W*?o4Zg%T$@Sf|rwSFKC>G^fcsuoODtx|DwChQg8M${BP-VsfK
zGm^69)Gx1xS4Zfcaj?iS58dvKQs5@k9-5sZ9%R?L?{loRZ$ZoSGoour_*8=46rHYR
z5DGDwRT^Z7Bm-+0>shYV*TjYkPtamgO5aa$XS@3b!|rUdNCi>rIjD7y>?6~!y+rp(
z^`dX}!~_6?s`T4oJ5`UZGq~Ti31*t(sJJY-VHg%qT)I@8K#57=oB_yXw}mDR_SI~R
zk+gzQU)R7p!k-a?dG|c`$63?Yc?VmBVHgYLBNKx$w#)uyyo|CYdXU3;sERu$Ko<^R
z81F|Spr?Ps3w5KK9r5~_n&_?*HJwA!es3(1oYL!OFDyRxZ0GES)sux&lDRi(L<;k4
z8FSSe*Re9X_7tui!4NPfPmvnqnJqw`YTMgJd1w@9Ktfq#8uB`&$)joE_5s{6YzDE&
zqMIwDeg=to;*{@%NGoZ%<R#Ro8G{ab2K}bky|?N>_Y77a6+g;u-IE7BgE{Q+(&^km
z&tN@w8piQ`<r%EiMRi<wx&7@K95E#aJ%c0hGg_b9LC>Ify^=1c?QhTEvAX<H-!u4t
zOmRGK6h?*T<cfs(u-Y@r+;5mHd+8N?gYh9ECpSY$@Cd$B3Kpk9%s_Gkm~a?j)<D`|
zNDVX948%(N3rw*6=0U90EVUlQM`g8P58S^~be`%lKJGm%9+m7pj1v>}9$w&i592Y-
z>Bpo-K}@fy)N^=;vO1o{|1!^EQ^a$~naK<1HT(&tn(%Fc^E<rekVl=0Jk$Uouj@Db
z;0T<7d*V0LD@-DEkU!REc(Wr+Ct<$luxT$mhnORQJegQ>66Sh29fu;MIy-X#ZmwhJ
zm@)+{Un*`n%*8NCia7kja|v>F(}Wsdm*>TdDWoA!JA$|xI)r93Srj!ys^HBGeQ0I|
zt8+-NWfST5r?75Tn{yPLbH6=*xj9imMCZT>8DRU<B=Ns7V#rJ~MP`rB(FgZWp${&m
z-V;1b`^g3OD{<RI9ct-K+hO>ceR53`!lCIva={&EDOB&WBi0idzfzUon>B8!Qz(Fl
z(QD=9xqIUvdTkrvy@?$4H+In4m|H0S4lNq@wA6UxO7LS!kIZ=9G`A5b*}IL!uDFNk
zZID~gLJyMhx2;X^w`o~A8i%dyb49WV`4#g@PP2EMIVO7Ew3tiI3$adg@3#H@>{pv&
z{c8LWiQMInD}HcXxUo}?NTQ3ARd#naUNo}ngEr3*SL~hWKle4|Jm=eNB#ArUa3fwY
zdzt1{p1lINJ?5RumAhm|A40a(hR7atgn+?e(}Udf`mP-a5vQL1knG*NzxeN(cN8CM
zD39+(?39b~KZidQ#wj&V2)Z6caP`C1IXGGgVztfm#;Cy+w(kDR*-0-WT!Ke1%0<i3
zh_`V{xSp9w@HV1J%nox`jj-|<R18C4|5}E~7&0;D{nMd($k!1%AhioKha1Xjvrot=
z;gu|Y=>?)_pdobYv9Y4@p|r8mGSbW`<ByaP<))n}85s6-ucCaSGqP8adwQ&Z#kW0G
zrr@59Ty)c;Q#Ee58-XirFk!D?P_xT^_b$0LCLh^Ucz&rzWD?ZLQ+mBNQSZPg7(eOt
z=(3TWnxe7J4;~BcmJ!fAeZTHbyn36R<iwdSwAv0+xof}fPJHja*`0WlW>ar>;#0Ca
z=YZOsc#)yV-(BTAomlvju4Wqma?(x_^LwUe4WVk0jB2*YHHin+>9glyccNITF{h;L
z*6(q<^{Wr4?DZs8tjE!6m4ggQMo8oO>4o!8#!n^Hp``LjW7U~m$ky12HkkEsCvHF+
zu5-p)KI)b2s?1guU2ie5zWK8cLjKQr9A!8h@yfTA@cpwJQO*KmG+$k6T87)hWW!U9
z{}HqE$kj$}r{bd`GW*jX>DgI(@00X)D#B_D?M{s7>i=|>0rsq_TQSLeT5VgwM2TBx
zHEuya8hn%{{{GtN2t^ki25L7@np?&8z)h(KpoKqP8`Nxc{M^gxxhmrXX-3YnHf!Q$
zt7Dw_s9V$D6d8{hZi-B5*QoZ7Y>FHa9V#60A`f^ssNKai88eO@yWc^HO{<X|lwhP8
zc3wDN=;N?w!X1>6mQ{Z!yIzCoQ+2(f*CcpFP1W|q7wYy<M(7}qtUt62QGuh@5N4;a
zzE>1iWbEO7N>xF|F=}^J%KUxM(_hXxI=0q1s!||3swSwXz)W^$+qN~mZzA#&r>Q{^
z^xZg3xpM}baNljjJT*yKVn#~i#ZD8W?pu`XX1G>4!X;{D*OVYh%d^D=p)+64o~`3O
z4X5bN`RS^h3%#emNYq*46dg7L-+PLPZqTqU<vsA8iqj6mZ3p(0{hN%S_4hR1VS<g9
zFV5)$$E7+pWXA#OQiYIPmukdk;mwSqE>(7B>wEGhxwwl6^5wnoT!Hqg_xR1T=!qlV
z=_r<%h{gnMd+b95x(Ob1*IsOVl%Y_D{;-)M^hb_;C2V~Bgb<*nlAV%Z$}c-FllD6f
zUsm<4G3L?q&xZ3j&xcl@&!W3(nXFqItrkH$o7*KKrV;lw4#l{t`x=MhUgwC_YxPs?
zRt?opbbGlwEVu$>y|2)R`|$RSeVc1^l%U?WMGS;);~IlbG$wd#L;^PuJEa@G)Pq_w
z%Glw+Yum_fOx5_dP~jG}zROCVnTt9XpVK`i#wRIfFW{4u6F{}Q%=KIlDi{$SbtZB;
z?gjv8mSG|rcghGN8$Nb+yj=V*b+fdwUNNFruN*-v+}DR#eI3W(ul8r-7l_mwT4#J1
z1NR&c8wYGnRnI}3qosJ;^yO}SOgyz4IZaqEVU4RRl7IU~VO$E=%tNI|h_B*y<%kOf
zwRvexth%Mf_K`<x)xJ?0BBl97BNjIbTVHzJxIX2tT&7vKh~5ajv1s@9BdJ+p3hqy@
zUngxk6SsrT6s?V~0+hO?<ygg%mU_v1)J*)jU6^V_ZK3>~@(y*aH~b-oi0d!PGa2Lj
z&)cL|{SstVek#=xEgfk=>(24pzw%KR)qh=GVv<MRU6AnZgbRW#xxiFuX7FEj*l^Xd
zFI?U1i*{RaOO;<s`z|9av<wQBlwn}GWiaBaxfBCS%?Y1Uc8$xxKkdUqKCu?o^M*(e
z>V;?vg=cjR<|Q5H1>sj$&NnjBtK^RQ$|$kQqIQXuw6M`a3Ho0e)oK=ZZcNtrc7Gp<
z`LuAfFW|0SIK5N2@y>pD*er$F6){zxP+)7l?xnx4eMSdL^_A;QS6oE!`c!OL!HfcZ
zx~2hbBoi;)<2p?P(#4<XyKa4l?~STX2y+X}7ms~P^jw&J(b*8_M^33$#&Qh4hZ@ZZ
z<Ie&V?FcXNQ_2y~q-y3czmh2hAGeO?WtKOg<HE$gPRFgNh~H2-N>bUxW*op2;}%ie
zrkZYS@Yo#r4s=Za=bQQA?(hmDt4sY1ZP%!mt2cErB6ZUi9@Dp0e53DefIk4vj))h;
zJ8hIh)D3Y<4tg~zZ`c45eGzbB*XLlbCu|4PtMOt-$35d;T!(%IU99ps>1R<L>IuRN
zA7Zte-OwY-ZG-CljhD&-U9fJpLU#^OBXAwd@HT!0vnD8|)R_(_b(<U>*|puwDa@_E
zVSk4~rA4q`mKt%G9FwAPSooFf@eL>`8&bOKVf1UIiXov*fitSnT%uo0M$?#tzFn7}
zQaw`}Ad=E{Z7tdgLO96Tt}8s^o|j=ybNVXO|E)c-Cu$Ypv4#hF#af|@wZ9x^EVE&>
zNQP0PHSZ2byXdtFDqgMdUIMu-e<)~sDku!fw*;O@pPYRP_u|hQ!dC^hEq|qbhrrXb
zL(3z+19JiW@EJ@M#fHxbAE6oL(kJ&;@ePp8xrcuPKXC5w&Gz-?C(@VdhYaeM0Yx|n
z-~WJ3qF+BIofF(k1n-7Wmq)a!^2N!4=T2(S_DoP1Dz-h-P<Z`KZ9^~uQiWIR<USXe
z59X8%m?wU#X_Lge7m}75xC^7&<@e)Py?-*Fm45?R<Fx-~WUiaLc+vdK+b@3Sg_-$F
z=M}DPS(49OTWHN^u4>7&EXprzS)Q4@Br|vU^0_x;mg?`NSAC#mUS1LwT25z1*%k9z
zTIRRR&$Q;}&bwyjqH7oBGmDmFmbc8E{~n1qagvF7@eNDzb5~?qmM>qre5%Rf)C@C}
z+_jjN70XaS%Y2);C3YX;@<K~$?&8*#RAKSreVFaRtPXPEAO~Iq9QZ)%(j{lepLxrc
zosR!g^Oi1N45f44(rZNnwqB81JhwHks_Tl(apz_xvre-XwYDx=a&_jUsV8OTF33YU
zQh8n5a_v=kS~B<A7K!TOoqCdJ&6C<r5_QP9^IPUEp1XW*e$mn;mQ^l3A|ifrrV068
zuK60Z>1TUV3IVN|B}?;}xtS#ep-r`E_S$9n8!|1e^X4vV$+Wh7u+Xw(UW<^{nqQ83
zrT%8_{9!^ZwFmJa2M$aQ%$+}fk@Ty%i!-f@R%GTaL_dQmvAi{7jfzZuX=d5n<*hB5
z!jeVvmd-~vD8L%IdTzc2?-!YFk}|QSr_V(n5+i6%0V%I(St9ALYPlL+2CvbD<}F<^
zKeKS|;su$d3((h+Gu3`&gX;FashI^!3(GU}7hSz59}=wnR{G@#(l2aTF&AoJ(Y2_*
zX5*@TdTQpPB`ui~=bxH6Z|UN~wM+0bb#f*(E|tloE^cYbq)<4@ZpqJGwD@${`=I}_
zEAq>sK$b2!?fQj_@-3~)=0aT<#iu4?#0a#Bo(EjAV9}CA`5RJmFMJ*fJ6Oa)4jkmb
z0mXr9T5ed}vgGRg!pxh`&HUB-&zhV%zp!laqIsgl5jHh*QmT2$+^ZJ1gzDaCZ<FeP
zs>?xQ4ssyQf!K5ezKX?5ueXzvlo;#t@)s>#nl}OGFJHQBS<Czj;mnx57$fw;rHkjo
z<}ra6!l#4i?`XM!FD`~zv$*A5g{2tJk(Kq=q!wW0zhHrm_^IVB;^RS|@{++RvuN((
zw=P~fH{Y7diU%jNVENK()ydNWZ_bIWsnmH(m$c?DfWb94k6@Te?sx0LrG>@wGfP^o
zgE0l)lGf<C_;}jk?^=of;Q(|0<emImsekdugbbd?7&YNA<KB*0;MA!))tfqXzSSZZ
z>wJj5tEri{f;aGPp+Z8psu?q5GCr)#RfPo$T9&6$b@Q9CWd7{sEejT{h-FMImR}01
za?#algDul|G8@~A{6<LV+}75X<@t=vfHTtWE%ObB;`Fz+*eUVENmF4tn%S{&5JGg2
z#r5zJX3l`{h&S!vzvsw-IREFio@WF`*uNa}^+n5DS~*!);Y{Vlm6>|?4Vce!!jBmV
z`dEGuM?WK{dr8;Kxy!F^L63%0cxeIuFUZKx<#U%@-I8Khb7J89r3ER!CK2gS+UpRE
z{B+K<Hze26tK`)s*b9wP>;(uN!_g~I_m<#f9=_>pvN%c;%5fnh<Kvso-b=!g`RGcI
z(j^RVL58s1@oR4h8!lf%)ZSHixO^ALh_`py4l6fTEnT{JFSBLq?>)rz%)G@dbC*YS
z%)F)7E?eBP!i;Y<;~KQkq7PwJ$5Tq`gj7C)ta$!Qml>1bvdbsVkTsqQmdtNiQ8)Fl
z=@&r(En;%T%)Gfv#L)?(Vo3}9IE$`p8DaU*l&$%CRZ!**Q;(324D+c=O>KR^zom<>
zYq_WeR)e@;Bb+qeU(3owI%?8m(sOF2WyyS>rz6M*Zj|{GZQ4`C|5P^%@k=j(g}EEL
zu3dUv%Pe(<4_Bu+U$1V-n?x7Ff!;cC(y6qo>`J6xmCH^~&4bHM7Ai6MqvdttiKm}9
z|LW9*a0m&Jsnag7E~3-UY&qo|{7bnv_62M&$zgKp_&H<8k2~`4)bXh~_-{^X&Q+;7
z3sQ5Iq~<J7&B>?c6jBpgGava#=C~!3GH-Z8X70RsEz9z$shQN&z3+k1lpk(OeK?gt
zj`F3meemzH%Tt%7E>F!{xM;CifNj0vbkk!q=bj7K=!aTTmt|6?!s{m=yc7AH4}Ka`
z!^H$|_#W}ENFn}nrfm3fbV<Y(|D4MT>t&W&pwVP)=i)qE2dNhI4!n29teG%smm$Jc
zix!JRaXzL}HS?%KYs<xv*$+(gd5c<Q{bmMa?ZTx?tm*5Q;g-=)LL{>cBr#7)9iF-l
zlPfHMPenIwSq^n&pRbs8MGMp}rf^qWg?ZT(a|<gB8?Kt$x@g`N#*~{n7131XEH7Xk
zUc_A&dajd|d~$8REbVB-B`w!q(XzP3tZL28YreIty>6*&0??VzMOd@PbZ#nK>0phd
zn-~q4Df1uH{nS{3_<N?-8L4D5skT`6#w-7wh2?cg@WSGy4HGm1LL!qu)o`q|{ub+c
zIO<cWg!I}%{_OG%UKWw~H<|*yV8<8xLu>^<uc=e*h&p{@LP2IkvWbE9)1Q0pNHVBR
zzo_-RaGvq*r8Vq|l3?l^4*k)(P%~*oJfgjyt@-(o<}2o{SaIf=Q>U7Kz&s%Kg_d_O
zHM)yrgyt)mx_9Ztur(QsIK44KPt6F!PQ{W<>!Pcdz;OU$VYueS@-r+EU9LKr)j}PY
zEW2v?HEbPO$vXK|!&DRRR8`|wn0&qdqxx<BCCjl~gI;{Spz_@aS%R<#o9m{>qLU5{
z6Ne?gHa(i-|Fic!@L5)6|L6I0Zv%!*rCdt*WTZ36rjnwr8p`rfp_W3?+bmElOiEHP
zEc7M8+8WcTSj$kSVJ$^nMLKomNW`V~y82noq+Gsev(ej1dY#3azwdR<b^hG<bD!rP
z3igkEV0)hXd(L&PbNxHl`E%d*xeGqIi(EJgk9;iPFHAp?OQ-%x%g$S@27!fPBBK;l
zgfsPZH1rFZ9R5#LdxZarm6|xOU+L>~W*R?#;O_&xo;Cb#Ay(qQ{u$ULL=Vb6Jwu2A
zDv!VPGw`7LJA5+Tm#dE7(Me+W9y2~r<{U5{wgqwYZP+b9cOgH#iCDs!JU*oMi$C3&
zZ|cpz*q2{5m~yI8+2+~`oRC|J_qg*HylZIaS^8E`u+lA9NiQWTC<ta0Av}|-sUpf(
zv%o31(B0Y8D4(0u52d7=A?cJ|N{G+kW<(r~Q?ht**~m~pCpSTaXsA<p&2>B9tXVZz
z#yM9|;Ke@f3g7M6w2U5LI?_x}GHv=fH;)61xTbFCQx62wkH;K+@f=h%*tBdLC=E8_
z`Hgiu=@SlvS2ovevnSud(vOTBbe*QT1GXBTX6Ld+cQ86ngKVBVK=eYKM~hGsQAz(m
z)Y5roeN2_!(HbpsA3ap>2W9vbE*H|8Yn#%-3h!|Yl_$Zv<n-ro^Lw7E<ioia)a7f>
z^n+Wh)jj6#(79EDdw1&Y<47PbrN+JUE1BPB#Li40zwZBL{5>}KQ%al>tVxS6rVmz^
z55wgXf)`Wb1Hsj4v4$^KTokNLi~mUlcc#U+_}bXh>hXS`zLcVOz@w>O!XIzT1}%Yj
zFdOX5idzB&z4!FshVkNq!J6^nKOfBq@kI8Ld&Y}D6S}(OlAnwhx0d4L#?niM#*5}L
z_;~%8D^pkOBYr>j1R?%wT+oS+<AR&^5nIYvBLbi=V^9B-)AWP|sPnzln|7o`QyL#p
z;6tYde=8UB+B3f^7uRNUza1xjo_*8*8z-8B;DK@CnIORR+e?Bq<>HZ&;IHGvUrX*x
z;nJ!x!MDrBEn|ZAa`As-sL+FBgP)g+XT}B(m5VQrSHur`2ma1%%M1kKp=|J2Ahu<L
z`vcV>v^`-e;FGUPeLgL|%<LTf%hVGP&I6g?n}PTPY2b=%uqhDV&En&avcXe<_#J&*
z83cb0M0aqe>_iNq6E6(z%Zi&)!Q+AGN*#z+Thqa{fw(;#yqpz3N(Vz(F_aE|krjOz
z;^}$W;!m^Jqjh5KU59T-i%(tnwY1p8tR4AYwEL4(@N6IkQ^6B~*phx0h40M<F9%|K
zHn^=stO|m!mWXc$*D4~1z6UkBQbBW8Je~^vk`a#+soOHa-C40I6Wp2=?OB||Lvsgx
zEVw%(E)8zYhzHZbZ!+SS>7Xwo9?d9t?1CxZN{Jt^0gYRk3h*NL`}ylBy{X`fCE~wR
zL0cd`pAJ?B;`(%eXB<A4rt7OSK~ErV$OIb#F`S_*km&#7N|t&8xuPdGm4Gj>F>Y=8
zpvTkV1@7^<JJW}~lonUABaHiT`s9rn@gwaQ$^lx_aDdy=;#M~Hsz+0+(fy`O&|D&J
z$pn81#Eqn}jv%<ZL~IIzTT4WHiR#yqhTwPmibcVb`-&S=WbiL!FIl~xSWE1Dz2uS`
z_Y<4R;QwFgC0+Z89cB2qYRn}+-A}9^i;v$Od&&0w#I|wx_`<kLzOcV|gskq#@mHqW
z_ZJ%`z$02Jf=BVOBDimVamBs^$|GWY;M1oDU!OoeaMc9(z{&THCmXwUy!cKK;L6{E
zVB2`G9Q48IN`tHR5!aUne;qIGFMSWtwPnHA_Yn`21snGfzbU&jg-g%F6ZR2}<AR6w
z5&u1oNPMe2`0GBRw><dWKH~lf;F46n%f4~glc`4_*^Qat=UMR#X<;Nodj2Yj_pWU4
zr9cd2k5}ef=vgPWrGoF4h<j4OEhS=2Cg>{>H)Vrwl#2VZ!8N7gXW8IyC1OW5_<f1^
zIR%_Q1i^!);?a`plr8Ud2=b4j4pDY`aEAD}((Z)!ABxbG3T{t{9`@7ncLWPWT`)^r
ztcp||`6w(BesW7je3yM{#mwN55)1(MmWb9=@aGco^;EE}L~Kn3?WN)mso<(o(UA@w
zEfx2tgZoOwj&$(9rQ(a3;Mr2qlL>Av6aOz0w3dlA2)1RU-uuf$e>Qlr42BUrS0>g6
z!7XFNJwb5w7%?0KKOQ4il?2^m#M32>a6WYKKzhXL#fRLG6<4O`Hf6<&=>tYGViOq{
z&~vNs_xJ<;oQ2B@amfK!1)_sGcW>%|Z^@u2#7n6I9>i4&Aor#Z_!X|w$CuIvyojsR
z$$K*gTwQ`YHt1^RfZIz%2NAzFd%!~_;!DBLl(8*Q4Sg@*h7iMbL(kiWR-rOCbOT6o
zL-*h+H}n(R(2#BDic&F1ZN8K};HFaXNbm>M=7AKf7a#MTjCdiHzA+;nN@u>55swfl
zbbX&{{QZwpFgE>})j8pKTv?m?7)FRrY8r*cABn%`2bYO!b(sr-t5f20!OE2QhQ4%O
zfY*F13pS?2FZojL6jb~0<n3v(Diz@E>CdEs8#3aLsh}x?=zXjtU3Ow{66`{KJ~Viz
zn0`>f=QpF-r_<t=Q~<;JDG`4zHMundRR%lL;+yF&sE+P?TPnCYE$&VQ2;Fxx>-*k}
z0V*Z#NCnTQ#8vv@a4IiEZ#uX)E3U{;>_I2@Mf|}y3Uj+W5I@N_sEgmq1i#CQ?`47~
zv!X4FJ5W$^Vr_6$TFjX|k`gO|Z7FdLlRfg&!5^|Tnym?FaE0l7B@=83#KRfX`(bu6
zOa<}xzXS2bphdNr{{%X7+2p6QB*sUx;%VyK3+P-RzJ|_a#qWvq=QEQx1p=Jh5r{vL
z-oB8X{HH+NnGJp&h!?YMAzA~H)?=2|)soi#Sz14owC)VV3q<RS*~u>i6lI?d#E7PK
z+$BI-Qj=Gs>#1NkBd#VsZcR`AURL}#9o(Fyo(XY#X7Y1ca?PJ+#kwp`K|naisxEy?
zvT<Ej<zqLbC;u`F%L}$-MK{&#%S^^iQV8=eB4gm1uYZzy|NGSB2h!rYbZ~oG{DKAh
z`d<<9$JFEp)8eb?;I6cIN+b6Y^5fLxo6=;!&1rEDBV#}C>4!_ivozw8%07a>7f!x1
zEv}dL@C`0CbuO--H~E^ZxH=X5Eh9Fjz6fbHW`eu2;&+(<!h9(cK$y2>RYF!yo<Ol~
zfuehqs=rOv@5`b-uEWf3Kr)yPK94*&L!V#H1Wke1nSGaJX8&3gnlt(PWIjlLu1%dH
zFCVCAeFM@?1=nQA7#_@sA7l<GR_Uk@fYv7_HwNOGRIo#;ixd@X3Pdw9u|PbTq0iT4
z$#~iW#lTT#q0*-(uMNakQ^884o5c0E)4`9W#eO>w&t~ZJ&Dr4IKy2Vj2dYY&GgJvr
z-+Vbm`P^1!ZyyrOX#p}MppxNnORr3QBTWHaemz)K{}nWt3Vwv_Gc_4$emeLI6qi<A
zoOJP`zrk+P2W-uXFJ;IdhBH;a&x$Y8uni?1s`?5PeeFe>3x5y9e`RRC@!L%BQWnEJ
zCafq~@rhuA<YY?<4XJs}*fWFATkgiZEBK69!>o=yHMl$_zM>ibSYrzFp*xuI!+uED
z5iA~-c_u708z4d>QHKwLwci9{YcNxF`Gr*Q)wH;iYmP(MbJJVon@*ZJW_ECqXyi7J
zZ3ylx6EO1^%EbR6+Le+2KUyZP&HOgqHAZxn%v(Q3tSb##$B18+9)>Gh%C1swf9%=8
za2W;F?~NfZy?KndD;>0q5jSRT%=~4H_*2Qe=f;R%mj*vY{j$SwrEv_`oO|&Rf}&;f
z81eJe0YY4!4sIPIZb{>|Y4rAiF=7LG>K25)F%a+Tg}5dgyf8-GpT)#WG?jcmb>mp^
zRB6yMR<xCU2%p=>a3s1qbwTi*ag-(8JPsZK(irC-A18Lw$Mxyp`Eg=1wSqi;Rk`>X
zwK4=ZDHmVQ2EFAp@wlg4JfB62twHc?xwtQQvk=#n1lNuica{V%my3~-pliIivNZVS
zc+pkboVt7;@kCkh*myBg)=gi2J~sHD@nZYf;8)|tBjbLi^5g0653Vf{3xmr`FuI{h
zs1*-t|5+-yqXeTn4FXSRg6B)b|7I!$nSOr>;`B}><Owr_ucgF?gD<5-Cu^+YKi)1d
z9eyOWB_p1qF2L+2=kfQf;Fh#lN>k_iQg6gv<EfxKExweVB}<I?KyW@~K=R8!telWe
zFQjZ*%jwrrPCq6&VYL85M$lA>$q(d&nd?Z2xIMs7DE)3xjw1MXQ<&o+hRADgkU}{C
zl3Yjfcr+D!ISoryPC4mw!5`BAf~|7kemG6537u*24X%7e>Ju<h436I(C$^CJU;*OM
zapJpa7zd`3&yG{GHfZkUapEhOtCov9vcXr&#jnVGRtLeu<>F2<pQe)F&zRSj1ivX4
z+e?D$$BWBLgQoFfL+Onv%z~aO3+@~b*XX7%&yA%i(ay2K1LMV(arYbZ*-{Fze6Lir
zlm3343jSD1em78x(W(iBFyB~LhRgwC*_jQR%dp7sgsNL{Da3Ml`n##2j9AGz=fRZp
zEDo-f$<gI$WYZ81GT}SYNdA;?qKWnC#~mod!UL}=!vOJc>aV4u1qpJASeFTq5MrR&
zSt7P)j`&?Ec~EPqcqSV>St`~A!TM71y&&i<6+=PLRVuz&rW7-4W^jELxfjx5SmZ-l
z%E>oo$yYJ=0w>5yI?}<{0t(@nf*~hIE`yvL*(;KyKL#}LV*%u@EIm#c)?b)o2TqP%
zU4>SU55AXCsc-Oj2I+P1d<HfZtjZ#(4v?I`ln(C6A~&T$7!)VI8+AUK{$d&;Kj?*&
zxQPSn{)gfEF~OZFaen%Slz5Q+iK@{5@*Hx=*})ufp6V!F8$18)$XIo<s!JyQop3ZL
ztV-pu46rgiUGn6sQudZ$s+ge~bU$P56vO`;Qxo3^{eC1^n@Zi63UD9zkBMn?Q{%6D
zAHJ_o1wT!tR;7bRUO7?)WWO?RNga5|BudMU`)fM&$JFVtxJ=#48PP%(#grtAw)xk#
zT@uX%>PB<wpvO}bT9p=0#NRW5uOl~01>aALE;jGD;w-C0sIh$JOR3b_G!3ZVB)uD1
zy&<(P>HodKhf)`fy%dcZP|AsHK+EdN)N%ipM$Ce&zMrYP9EKj1l`Z@E)Nwycr=Cq=
zeWfu|_hXLgR<4;hrCyIAO?v)NI)%B|9T{;y#VK1xwmr&nFQ>{*3EnHt1_9>VejjaH
z#c06h&wR&MNa*J)8)N(VZYn6=PcDa4_7~~Yb0m-EOdSIHufu)SGR87Mf{bmy!u*!a
z2+k9iQU5cqOChtKnK~y}Bv%o%u9ZKRovh2DeqtTs>&$bYaPXA^|DeAnJr-jQG7nc*
z@Qv4<bP_Ea2b)u=FQsWtcY`egos6QbL>fxB)YcJb{roSd?n<W~N{_{2<gY?)X&a!N
z(J1ZZ3~U|CTQ|i74Z<cI5nPmNN{z*`ET*}(bFT_p6kL${5>{kV;)W1StP)}FbZd&j
zHVi7U4Idri+lL``9}D8ndQ<tq_<lk#18cF;PhxF}wyp3)6Jm>Z1H<3+)}6bbg8jw9
zT`BCV>Ajd&h*u=kPr_gO_6v8H3*{2fqjGf5q!fep=#^DH^`R2Hr={gcPu8iD8=}|>
zp4;D8C$~j)jr%|ij~AjxuHtb)^b)PP+ZyFVvuMARF7-Rl3L83*p7kS3^TwHd`VC$R
zScQlA$Uab;%h4vDSh%bmt+wTxX1C&{V~x>=AK@v8c<*1?gu7|Gx+CAR94*dn#q-JA
z@V$LT6Ik9NpBB_u_dtHtrHx|gv8o_g!;`u~kN%O*{A&zdvQM#`a5o4vpGD6Ap7fR~
z^m*x<RA(fWg3ib`(WB+MN3`j$Wi_I<)C;v`C9fO<kN=U+`_WGEu?cfF;q!QsIXwet
z!Zkg3wE8Ib;<0(_NLOkU(j6e3LL~UBJE30LXdmkY^wsDx<iqZ}9h}`{J~M!gf9$F2
z{`e&3yY9XPGb~9GK6;@~Laf@JlUL}FL(|+r`80d<G4hl)R~*ooeN+|*g?GG(bXa_7
zEl&@Q!(Wka`Y!`I1-Z*1=~%9f7c2s&ZG~13htT|~M}w2aJ3P_@s-l-*-!1Sa`CRQM
zO?~Gv+wdFjL$2ikgQyrQj2PuJ@-#>C1ct+njwDHa4clbX>^|bhFxs?9er=xH7m_Gh
z?`(PG!nr((I1@TCA&<M@sEgE((X_*NEqdDPs$t|PNE5FjY@XZe^b`*cC8pg=twc2X
z<Z!?J_z`U|MhW5gp-$|;po?gM`y91?cmO@((Dd6+gZdKT(3}*iuO<}dkZN%{sTS|~
zSbCJYkY|975`|r%xwaaEM6E2=R9`)`Kf9vqZo1p9cdLPg-qKL*ux;~#dT6T)!7cP6
zQPLQmC1^VbHPH)QPOR&_c#`~d1SyV;7ln*4hNkOM7aa-qIwjnar{SZ|?T^yDTl3Xv
zUh7l$)p7(5poDnsx3CtXrAJ}y7)hd3r9SaAT&<!CYC4Z+11d#VK*`JA%3mr`OohB~
z+xcdFSyp4~VIxL(R7bjKz@HAS^+RhA>)ep9saL?_vNmmuRx+>P@6zEkM*17br|1ue
z88t$6s3b!QE<0uj{|%Sau>-|4P5Y6Gh8|xi6D&MtaWlPqGprL55|eNuNrjA=4yH^F
zV%^md!+M^QJDmV@ypAu%d0iQFRgG?gzxuLKdtIb2=821LSX8QN)BV<u){G8Cdt`K4
zwSCV<X)A9fyS<T4tGShIDPfHJ_lal!E>R#RB`nBIBB=(Y89Jy&vqadCN%kh(Ee8us
zB%R19y&L00j~j5*sNNGM>*ilL-b@2ZzZ|dSW4kd3w9tIV83brRp^3n3vf^?zzf+Mt
zlI=Kg+u^JrrWeC>ym!Z@&`1%MYuK8!7kQ;<S~eprUd7X-WR1DV;Xlkb_2oB>1kRyw
z6W4@HzcxJ+<Wu&fb+sOq3#E>skdkpb#x_BYEf{B8!s#Ssm$9M^_sx;5lO-7L$Ra>T
z&>Q5|_Bi~bUhFrWF-Bx&B;>)hv~0f;Yj8${gYq_midw$0?LzvpV~H9y>oCr&-6ke-
zSp`O|y-Q7&%qwka#eiNMW>#2`ZxM&!YS}=cW-;HN`yyWU;d)7HksxpUK9pw`DpZSn
zl!&ws-EUYMWpuiO2o@ADU=KL8K3RRP3>W#eDNQ9GCK(tZBrvMIhbystx$M)#Uh!ge
zZsUMOjk?Kx3-WdnL{eGeCDseBbG;z8gz*y}=iykxLMdt(S^>m0`6ESA)`@fjSQO2T
zhQn7;sA5+PXf!M|i>5ld0mLw%+Lz7m(9O$h1IdkZkWil7ERO%-MI|6TJd`D^?Mh}Z
z3B@fX_$<ze8P<NZNSk6tNmzptIBM=z{mI7QQu{?!C;<$S1nh1tO7s8w8q#iN!SyxP
zR3wXtw~^gf=nA}QqbEXclp)s`6gz~T?L+Z#UXT>KTv^z%aS_wnbT}(ed>~5FMAoDl
zQ3}3NraK`ors$$#Y7=FBHt*EIx_LGlGx=delD@VS-<q<F>=g46Bf~k1mdP&Ap}w2D
z@QT;hL19#-X3V8G)2-UR2m)!uAhXg<1^Q{h4DXX^t^;HwkEq{%KaHg7x*3i;XLQr%
zFA|4Ng#UJ@2Ht>pg1V#%pW5`0TbB-{f!OSoD0Abirr$Y&$BS!1Z#7u`RNd-rxHwz#
z)e_ymX$OTqr(xMj%j}!L6MC|&?^N77+4K{&3&Z9{y>WTNk|K0=R=?fmdEL-Hve{N0
zb@kTHBD|w(##u3$LBx`6{z6MzZVq!|T_1LE(4VmnkU$mTxB?SaKQCnz%6|qVEqeQ<
z=?iVGAx#qY3Wg8es9o}JlDU(UOVJ>MdU63u)i<`!jZ`Slkl^8Z4q>j9$x_x~R3*3;
z#$p<uHw^@;?4VhglZ%3q9L*u*oI`QZRF5G>C91v=ll{@_X(lhyJ|KNDEESq@5px9@
znes~bo3`xe2wZHuE{2)dva9QS#C^o3;&xJYnLf!6v?CV0EB&vgxuF{})NEXt5CUHd
z;+C9h+vq{&5IYx)kJPX`ll_iPCw`vDQ(gg6<iC|*1J=BZd=7uvG@2`=b(^mU^ABR+
zh4ohQTWKWs%KD<Cr-}Z&JicqIw^gLMQLNtjr2%)?MPcZ1*-!Jek??gM31d;4#UdR$
zye5FCs4g^(G}i6JZa%h|Ilkmbxdm2?=r!79jG}a4FLKoh!gdBx?~(}7+C_^iB9ELh
z6Q4X1HL6Wp&Gh<><*S9BLg)6apY39g!afv=;<77_Bnu+$tMe-sSn*wvUF?ldKQ<yr
zk3x9qE3iTumZ{5qSd!aihjl|LWd$wuDX%?*y~X%OMO^&#$Q%Yf>M=7q%BXoaCAl`U
zC%;6DTL!xES$f2u5?d#|RgtsHNUqMkI5th$(}3;6-W9Zb)2moPbG?=|<LFk|l^hwd
zYuTi7ESTuw;oK4l3gwot0yiPWS7m4*=-Rlk+KA;K3z0NT7NYAF;nDhdXvB}464HCc
zHYW(3XQMPg$5^Mwa>;Ur<f*wfFNX&yi98Qq;lAqq^HE7c_elHK?m0bRXSU$ei4?jO
z<Gtt;WUV*+<zM<v5e!O`f9X5rP4vCeSyQNoWA?%^d*JO|IPMocyU|K@M!Cnx=ArG%
z#)()9w8kX+xra2bW%bXaktNVb2Q<<SjkM7L%!1Jgm!mW8xip>bbOvZl0{XC%&<XW{
zm@#dSI<>b{yJ5PpU5tu+=4;jVvKcTPLl?=nZ;8@qcM*uAL(4)Piaoi|j)ex4G=T$O
zThTw*sJ+xeU544loU60mjqcXsgp8c}fuLoVY7tSqX|pL`oo_y^41cHNZw3C==9|x`
zgrDR|T1Zik$+}yU=;|Up&(MBPex)tUcRC7`)yxl`h!#<!xpq389C;gmsRjvLlrG8z
z^l=f>?V)m2zyxBgIYnJtdofQOP3U%JTTK`wuq-FpGV<d{Zhe;LXg`pPO1gCl;Zhg#
zXfzqr!$-a;gRcYjD-A;^NqV4CrWJL$R)=bOMpLzG0<u;;v_`dXj_qBBq(o4Wo>nBI
zBnlWAss*2>2l;QmspU){wPGPqF2-Xe%t@YzghcT1@J;k!uuUTwdNNpk!d-pf1u7J(
z3~9K`lqpe*FjNuBqBI8|G4wJCz<p|5rPt6l(!x{I_m|7(kbQ3n{<z*qPP6L!bX81P
zy^V^t;Qh?a*U^=HbBn6wi17+_MW=~4x=Qb>4*OHHDnuug!t02LB0cKTFGIRf<!Pl7
zvWGJ@;xBYDw-tZkLFB;o`Jq#dbjju9Sv9UmdL_qX<_x<&^|X?n3!L%un@LpGAM4>|
zy?Q)zWhU21=2B1k99saNUC~Qq@u9P%@@wqsiT1u)YBky#wG=(4N{zD`BqRJembh_L
z?bWYlypIrrX;x?p<c)n3r(xmFstX<9L&|`{1F8=Bn)2u7d1Xpjn+8hqEfdMB36u+o
z@i`dxeKh$%Xsu1U411u>R<o38blrZN`hoi)i{(PZ;7G_^>8p~qX+63Umy;2iq}@a_
zA8-DeP>+PbdL?$^f~S%7bYreCIk`k04xu#TCu5XaFcAz>Qt(IZ&_vbVEurr6=yjXN
zv6EB}&0;qVNO4iEmh!YD8ak$sf4Ht6o+K2a`KK_2)|Zs2zd&huS)*uuRb4-vpWH=X
zBn_a79CPtkgtdSxdgdX)!+GZ6(<KU(Df%WrDEh<)nJ^0Al#w(^vecOF%0sDOu)gB?
zuTTdyr>idQ7t4-Q#4Yp1C>R9{9TKh9JexEDo}z3*f3w}ozVL>$VpL~Y?U*Z@W5)40
zbRWgu84|QHoPRYDQ^)otaM6yxM?OxPUWCTm{<U)E-55P9AszVEGK!Id;lN4G(OioZ
zV{h(>{B&>b`LCLLk~i(m4^2*iymoJXh!lsSA7vwZ^TU6a{7_GQ>^cW50I@+Oh`eBf
z@e&>qT1<}lrZb<MEN<pQw3TY}WFoGPEJ{ODK<EYnIptino${xG6h_U)X;BY3yGg56
zA5hr2LNjK0t8_n|I6e>AK0<kDsdG!+T`6>`)pGZ+oD<Ly9JK=4CXXP!WD8)*)H3%j
zUfBQ#ZqklqV(#G3v0LgoX|@9r;dK&u&}ufVBgEB1vhTZ>AvRJwEAbUtIhsu~Pt}W2
zVSTz<Qc2LNO9#Z#(;*6Q<|+!P6=(=09b(obHRu+B-P8>X-Dx;rv!S`0vkzfSM{}r0
zBGbIf28cRs_-5CX^-hN<dNHhpZaGma#kj0#(#E0lbql)Eqb~g<Pg7f6j+SBEf^`Gx
z?3=n}0_J77!jZW{Q5KhUU7pNB-_}NOa*Q7LZ<-#;Qk~UL(L@jHQ+yxGenaC{KV@uE
z&HB_7kNqNtPNICXT3m*})hQlK&#}C+OJ^X$POWv}SWDz2<?cmD=c_Iq7E2F+7%=6+
zU757%O3pK!Z~Dc{eetnpx3Q`Hpd#u&;KA-{TXa<qB(L=Amy5Q1bxxC1)en0N9TZUZ
z*r#bx>}sj|tz%8F2eQ0=gc@A7Ax4&B19OcH$A_=OvBU|hf2o#X(4sa&GIjIy)TYg3
za2BOSn*Lc$&$x}qHFi@)EezSO(2k)^%XSu#H?-KV(SqoZJne%L^;JXD)QzU-oo3Y5
zj1aOLw5@25{3N=mlEcByxP4outu=!1AU#J;`~D6Q4>7Px#Xx<Ew^Cb&s}*(H)+kBo
z%qN{$P0vg9*?oW7im>Ngl@*c+56W&kBd*fyfYHG54=y_ye3%QWVN}x^B2zM7!>vZo
z{nDnMREk+VrpST*V<fisg0Vh!OC)oH!l?W-G3(LMp&r8Pg7BjI+lW$~kO&|%3eec6
zR)FcUmK*souB+e-z1rex9O-c{QQpuzn?@s0u%0i!YJxPh^yd$!f-xzB<lC<GMbAJ=
z?=otnNBx*_JT&-)wzR5^0U@I*&=(d|3r3xO+y93V#)fgMnX?77@)rXZ@4<95+Y8bE
zOONIxTSzNBM5qxR#zKZ;eG-zSv~oCXF%T}rVQW`%$7K|@;rKJ6Y)Ioda5Vz1(3ITK
zpjn~YZ0tdva5`bWNsCmGXg<hxku!m82aYJT;~7zHu0ch1^;HmRH})c}7ZtTDz<TSt
zW;OjLoVH=+W|J)G=<+xN8nzy#?=mLQVR~>N+@N2by`N3hQC77vgy&_*M^501BjLjI
zo_140&zm}7=on2ThJ<f5U*~)CZTxg&8*}B1X%$jaPG+VX4XcPUa2@k7HXp9fZH3NY
z6=s!jz72beGcJnt6nFC4prK>LHYs|D77}v=*d*5(`Zcd|Tbm3Gmf>zo!9s_QGlfW3
zDnJf8s`N<`2Ay}#bA>J1<eeCnsNK;0LymN*R-sggdF*UPJ&}@FpJX5yr71PjL9=o%
z6n~)?oaLxNzlTjvn<&Nu<693LyHx`z^8EUoEQ0;3A-bEkpsp1*y2CRE#erihPESXN
z#amH^EUW9skEx&6Za-DabPx4N%DPO6*+!0VV{V2M@}&_cdQybOcN0IfMofqd>1VfD
z2(vzV3(+xOPRA+~)8;ld!>rDXl*Q~eZmU##yT&c#>RDF^`@1vLsR4miV$`ZVA+(AB
zj`q~v`lf-j+FX~uL+tJ5&2<uIZ#baz?(*ik&#^(NOwl(2lwaj0KN$`Rgg4g<`|Iqk
zw-xNJPmgks-E}_+<5+ucd)@fCvUiw|;~&Z+jDzfQ*;U)CY0z{NA(a94({ji^>wQ0K
zL-+mYSgqp)XEG)ykwe|EGp@q|Fapw2kbJ6)5vq0hg6Bfo`Ki~*iOin&apwlg-R#yh
z>c48Y=DRz0#fvcsaXRJrZgYX}9uZ<Orq*lVuGS-W#a~_1QllH$AX}<Gi`oqcacOc=
z1ebsGwNRFcPGmyPO|$)Ix)aVB9I48p>ZvX2V{I7>O32UAhtJAWylPq&ZP=mcj^s2K
z>7x0j8(J~Pe1IC!69=@_sctfV@dYeFrx0-aaIFuY)A-zr18zN39<%RW<orEOBBw?H
zv>=oDE>7z4-I%zFZ@5Ck1q$#V9Pd2>E&OB<UX@YziXqnHO3TEDxc~j?@&IBW{>xKh
zAmfg=U6=(By?*D3&G<@dO^BRmt>D-*aabuKb#n*4&ztTFgI0vKF#edAgKmaTXrl4@
z>Q>;+8f?Q5;;GVzq^c%0pi0?60k=lYUHONVnzah}FFK-#sqbn6Cj-A4Au;X4GLqWW
z!(SR7@c+cR{)^ryKS}ALkd^+bx{<P>C#|*6IBTf5MnU6kOWlidHt5uss{*)nfgnfr
z@~dK%Btpw@p;hVd+*@U+H0o5*Fpo|o?FW!fai_$Yp{}SKB^>GVvn-p>iaz7j@dhau
zBY3=`S_xiW-h=*CyVt+i)8Su^Fk<{mpMc)$UpBUl&cD=}BDu8mDFg;&G!(mQE9F+A
zT4cgCd_S>n@Zxs^H6cdtZ!}k`U?Y#Bm(!lsAco(_rr4^w!Lp(6D&jJLDxz4ond8z_
z!5$3Yal?`kB=5FUPUET|h?Jom(JFHa4pkM><f0($lB5T3REKuIipDn`%&3dIa37Y*
zymjg>!|X7z;y&7MbU6S;!Aco~rJ(gqI5uL-%e8qP!{Tq<sjW4zyoH2RHm@2|Lugk~
z*|`;#gcN<ggITFjS)S<_-!|2Z238H06<L>~#zq{S$*=11*kuaBZAH7dE@!x)1PZs8
zfsnkr41do6pK_=lM#pIYAAx~GjIP*FNlFuJ)lcUUPwzCEaff}RSIY^zjkB81?VHu~
zoExPc%wO@;(nDu8{ZGE>Y3Ut9Z=ixr&*|^8nvA4Lyj8sA7|!xkf535`PT63rHY=Wa
zx$i`muoAr`kGDS1olu9%HR<CwU5pN@dmmI*W?jgR<5F)f%WA>Y3Pg>-*4p$wn7kiC
ziV#Uv1^7ZoBwu7gyK+|wdRN$f!8$VejxA<)sf+t5QaCcfCh8P@tTyZQCGvhT{dk8H
z>xM7J&IN+n5wrlTidz}TH5i!>=E+{sQ#Tl)!$lUWm%v9mkg2r8VnRDKa$!Q=HQE=l
zzquVqk~-Z>YO~6{)Cw*<xl$-Ql3k)mM?LD7;ZYd}9Y~fJ`S}V1m^2ND<@>1+eq!Cg
zW#Q*fsV7Z>f`BaOu|<5IxgYuX^K#}&^)K6B)tC3y4dlO?fAOWE99ka8zlc8S+x>96
zT|Z9~{wM*8I+8osEA|jJJ%dDEG3=^<N@&BHa2M4<I?uf^cRvw7l34hOpA}HT2(IHl
z!T5uLBJvD(g@;<iB^fLb3Amczc&V?1^HYdN1;jW@wLCO&XeCBG8Rf&Z6*PN^_^D)_
zYXj0zA}4!CQKAXrGqYcCAGagJ(*VVe3@yp?OdWw(dQuw05KfumNdBdWs-z^-VG~hb
zK?KDs>FuQQRYXwo1%$}>+Yu8^vmO2*?S;}F8pdY%urj*ww@b%+eC{=$<!-9;6{bp0
zUTeW$*PcW^g$opjoVxI}&+Heya#7*&Hq>$tx0%Q9)7D&pN~I0F4phkoU=~IhLqQkW
zm9`z@6_huT%b~p8(=5CrEIa`lG_y$c%94SwKmh9;f{ugsfjqj8V+$CbeysvU%;U~R
zX_3ULCSSyl_Rh?d!R_glk6P=oduL{dy4K@h`TcO+SGe-AcV<>FGjj$m4sUyNe2UzA
zbNszIKIO<5$`9v5N&gl(zHerz;>0NPguVGT&)i<sipAc1`(G~K)-wcl5IIGV&yb<~
zn^(~6cbe?e)<_jiGH_>=oS2y79P#s2_sE?)zqHc_eRcH57ck|~b8Iywl`~c>8Spnt
zY1Q`mdVwaoi`87$VaU+#W%zsFmbwRMIj)yZy`CvQsO`>PTZv{=9Z3G#odqMjk9Fmx
z4~WPOOf<K2D%SN5t(Q}#@GhyWNDJjIW5_I#-G>X}K7u!?GtM}K8-JhN&}UU0EhpNJ
z)zdXf;lVc+r|d%4Xh<Gr9%0ggq*pz)XuzQXvY5uwqQo*<y_)7e)XP~(;nfDmeAE?o
zE`5-0^e3U!W7}6<+9{Tu0Uo+cPfx7tSX%4K6Pp?QSa!KGhh;u9byiP|!XfEroE}AQ
z*l4VKobEZpD|k&CO=JaaAwqHq0GrNvyuY{ZaYzKhUN)e`PYlv69_p#3V3zLpkt*(U
zsmOg1_r1LF_q#dgpUDwpC5dH{*wND6<8%YS!?l&<;OG}Qd(QbR9baDO-slx9v>k~D
z=wqd$VxomZv36xwaTLEC0C^0nR*ZU_^)RPqvE#goePUksq|EsoyZ+|m2F>UoNVncO
zMnlo9=(?C$nM6evM|6)Kt1HpiByYQ#iypweT(5;|(fM$*JdJl-!bE9l8wDvlbSvNn
z)4L0<P~3s<lHiPNQ3&ELvdEo7FJe!3tDALpfmX;yDO#i9==PYmH6seT5fJALoDRe>
z?-`FMK83pPu9l73e>k4)dCzk0#*12s+yX@8a0NjN=W)Ua57jZ>k`4({Lf{CzZe;gH
z59ovggv%Rt?;`g@s~{37<MFHlc|r9N%Wt6#G+Mz~hLMYQe)M>mBtzO)H2$n267_)V
zJEI+4#hrGeDf^m5P_Ku*g1a@mw01Q%=snmxf(>HavL0-Abke;~P)xfPth(zHmzAE>
z;RKY_L6UC1L}m3g?yk=~Z^4oU+10lJw1;Z)_I5)}5jWH#H-d)m>@>?*#xi#`l5iT0
z0ap%9(jWAov->mgCf*H@uf%c<-vQh#dI^-$1|hW;_!Q+nTKaTrSLk~$wyS#Z2+eXl
zwiJ*NtxC4q;CijjXojJTwo05*bv;Ah4_{H)R`cvgJv!HhdNPd<)qno8@{yeq>_eem
z9w%c919#L-CuGo$3J+A*?P(`ty$BuAUbiDR??ir#zce13(HbNMKyGlT4!<dJ?+k@h
zd8ysKRGdtFnjJUlQLFf0@SsG+pVFQl1^?NylTb!Mn_+tXfULJ3Rtts8P|`)W*cDjs
zT%_rwb33w;1I#9kqN3HDy<>ThCWLPX4uab5Y5xo3E{!4bHoo5Q<4}h1;0DM)(vVE>
zy~9kAo4!r6qf3KiL~^nSu#RC+?&-ofosQE0JQx3I7_^t^tD3Ih$+ra6SD9QKvRC7p
zjimh?Ng+KcMSRy%B0|==Rdhu$4TnOv+^$?k75Zm4fld38C*mP`nkxrAkDy^_pR+r?
z5>TOd<~H<IH?kGh)g0;42{dR`Y!Mjf00Zq{Aan|ZcA@3deswS5^UY`Bzca^|FV~^R
zQrxVjDj>wAVQJGtMUg9OOdi7MfX3P!JB`j)@tvN(X(=}S5OermIS*=)YX`7>Yvs};
z=k`DUjWmU8P?lAVEj)jvyiQ?DcZb3;n3x@AV#4ZuRlr9{Xgu0s%J}JpLg4P5VeZHV
z9A-Bup9wz}nZh!7OcO71Swt&0SvDU7`5wc(e8vKJm}*6W1fYmmuA)w<n2hjFVWUuV
z=gW>4itbD!5G^{r3KJDw+LSCVx>usuACraogch&MrSl;)t8p!~!yTc~SVzNIoIr-o
zg2YIw_#a;Yck~vBYlxPb*i30yL{yEh9ln*^oSJZ+AD@G3#?D<G8y@v+vS0-~I;fDp
zQ_8dKJ&;<jF|`xxx|UAEl`eBdo++_nmEMf<uBk_zxv}nPNmQ*X;WGv=+z77wLG9Uf
zCD4-VN+h^}a6HE-<*q9kp}BW~SICI!%xKW^t2oURo)7U{NXKlVERV4`Be!awB6{*!
z7iWMQMhr%8F$grxCZZTXur)8I`^Htx%$+P_#Eu%W@UZNs^=rMpl{7mpNUii3Nft95
z4M86=Pu%_Y$vQWV?Y)OC{60nq-3(rP?v_`baqniI(G~;)3R~))I03lZJbe#y?fAOm
zx|EjcVU^N%j~DNGU$l3nA;sRk4}mX}vES_`#rs`+2t40JkBUsrL`6xR0%lVMf9%Hy
zLZt?rd+qo=r|>I0>wOI+6Ph9UtoNxQ9$jJR8)07qcYMVrBK>&J+eni-y|MSX29$3q
zOZsPdu7O_dmuq_kTU6-IaI<>cOq2YBZ&Pq_q^W)i=Mj31vkDmj{7bGm!WnI*=-g*Q
zdu@YqriNT`?<wh_EaZe-?zKK8UHE7ZmA+D-AT<th$_aJO#>|wGZ9NpxY!<Noy8BK^
z>%3KNpHaNVSV+mU%0vjoC0?1~H=&Ql;&OW}4ub2|8XJ|x{e8?pj&abl-Z2UVCRhV*
zcv^apvI}E<Dwg0z@7&N+PL@`XwHl1=DB&I!*$ST+(Cj#z5fQT$LZ&*bHheECq0dsp
zY^hq3GA_CcwQ3FRx0ucWG6@8}_F--tdLAqSrTgqxJghGiF5aYG+7c<k{>kFOJ$md%
zIunrmU`|PKx)1AFgZMiL3HM$Ub5ASWy#lZ7!CkP<ilv-cQfvSzlW^(K&VK<ZP0@XV
z<~=pUL!}8a)GjR~C%-L9KZ^kD_}&%;rMM3?puren1F5rR(O5#*yii0Nm8#_`g<d?*
z8CaZU#V2P)r`~Laj#gZWIN{c13LSSWCGzebbQJ@Md|N3N@*z+ercL=`ul6DBjPA`_
zuhx4^Hd>`~g}puzo@uMF^4eOXd*`3WmJ#4+JT~T}y{I6bMD^)xK4R%_Uy$jeFtapz
ztLE4TC@WNPLp^h|&uI=3iVPZee2z@G_?=ifrEh#grgd#~I~anFVUrype2F5Kb}Ot`
z>llbzkssIXOY#n#Ry2q8R{flhV}_<05;6cPa=z%Nt~(JB#t&gG8`eWhbTLG_u4XY|
z?qBIf(!cB5jC2?w6C%5q2hO_C&CaI2#<~rVU>BBh^GZqdvC5qJ$BQualXtMkOeP{<
zppKDF)+vLM@IaiO=8x~2@P*r8ChB^HfscSn@id*5a{2h2m6vW1OUDB2r047K-Glj5
zuOdn#o@yOtcySef%d59aGD0?C&Fc9vYV!gkvw1!bh|w^idL&;+$yJ?dKQ)}nw@G1B
z7E2Fue;lUv3pO=*f2DfX5E&f^(pYE>SPjhsxW`*{QE}kuBC&+k40sMLqr`9*?wBef
z*F(@Qq>LJte}(GB6K0GHtJ8rHlG77tjUH#D9zSH{6MhO2naI4jn?HGZD|$bW8Fq8p
zWz=S<Z)`Q=%XE|ndunys_-f>y*TZqUY(Jt=kGfaZ2|?`1Bv1Jo#Flw4^QF*@;8Hon
z3+2~VXLu(fEQYL<s1Hu~Vx#&7oxuLdmg#o!mPus5sHhzsUVw^2_R7O`159TCbowt+
zD^ZFDp2$YGocHDBhHj|&Rj4-f2=l9NVDH!M=v0gY{SpYO4T6fEfl;qV!ATamMP>U&
z+ggz`9;3e1KRnXO0Y&v)k0zvKZ%p**oI6rsEQAObohwuqpDSod8RK(Et5w*dW{Pnl
z@^%hz9yy^WXAB9)B!;0CgaTA9w(S#^X(W3va@D!6N9M4@q<t_|M4h45DpJ}qK34?|
zz|0DtZ$)#Hf5UkWhCs)1=yb03bc!n@Zp6UXh_!_^<;ltrd3@UfuQI2b2VHhSmwU(V
zy<<0<?cT9_@7S#)S~xnXF=+4Djd>4ZKBcO=XY6*OeqmC9MBf=tMswIFiQFqVC$Gjg
zvIeX?IqXRLp!62QTG0$e%?4F<lVnEgc&v@c`|j5$a>$&sm*^@aQY}3^N47Z3`<3(r
zH?Bt*&UJM<12=r1%-m^yq!tyBiWMfR1-os!6s-@ScYLNu*%b7>Y@i^wbj*NMKr7MC
zZjGEApkjqeK$$~%75%MfrAF+shB`DAVbl@6)(dgRnWo{;$#e>OwQ2BRCK~ORwI7zA
z$ymAME7xy0`zqjxdanDUqnhkfK}pt0!Acj>@*bqM_&*!7Fj`bH%iw0YO3t_CoEb%G
zE9sQ=kto||jRh~Ukz{D{4-(pjC_{vX_*r#oI`7m1g;kgK;T{C}7&9*u$PZ~DfTj@g
zF<1CbD;uL?i0VcdA~Kb@jK6YyA;i%0pHTNC420f%!`(8j?VFVr+aGw1Jkwe=d=FOO
zp1H4(F`Z^@tRdqh^+3QN-)Mu=_*?2;7SL&@G7VgJ{L$2^b!({_#*jeG7?QTosNYnh
zKC~d`hftE|UQ4=f*b$yu9U^PB4PZ^yf1~BS;rh7s@|)<@=x?-?adO57^!b4KV7d)V
zw_;Me(hX$&NA<|Noo94oodm)Q-ILNj<NGp{w#b{CJDpk647J)R&o0w@T#b>TQ?nve
zdi2XX`NXa%JENPa)4tovFp<z2b=~T1tDmY{{l9gqe-HZftTXgQx$963jsvem{Rk6p
zp-VrIeF`}?Dw_6(Hn)OQe>4cgALu6N8E4J-h~5F`QNR_PdQSvAmE*gi3X;PxLW=GD
zVo@F2O|BM>;Ct^&51$`Syf0mk8KL1(j_@{)3`a&sr)+4U-tlrICq_f&b4*)Mu)G6P
zo1h*yt+!Rf+YlP~G!Dipylt%u)%vh#`@lRHr3%Fuk;*g?pk4a&sYqR%`wG-8ioF)y
ztVrqcic%)DroPT@8ZNj?F*GVrP(*2Cu0=)#dcv{t0wY{>T}!EO<78MfK~5nBPJa+9
znNxk$y<3I?QwK!VUg%r6th*?OJoo$Fr)ijR3L?fxkDCB@!_zcktlf;870{H-jI~;{
z-OKA;$Ux|)G~#zMuS;0DC3nGCDcz+XBXUZPbSkyOb<<Prt3@nN^F$eA703>PEJ$GB
zbbQ3zc)R6+oa>C^A`h=NCpSz!>qHUV67`;^H9P?wL7Q*|S~I8rzEwg)RHgF?>*iI(
z*Ueu&Hyk>-E5+s4Tq%tX!K}=cA5OMa(mc(`ji}@ypk7F%2NLOWoqX@}RG%f=fh6(2
zw#=E0AI^_s%P3ze)WvIYFmMzzX0V=gKDChdct5Oi?P!<$P)DOkoElBs$x(oCO;SB#
z`yXb<NCgHns=~*^<8Vkt;n1WD+Q_8BcTur~)>a(XZi?=iC`N1v6Z1);qYZy-`=+kL
zAZ^g7p+6GWG>4IP?A*|l*CSa(hT6+){v-X*^Hgm-EJQORixqhfl5R)s&QpGfswT-I
zPr>edwWZ=f1*;xhx{OOBG?>z+e~{iQ(Cwa*dB_r_C<;2|TJNe$M}&DDxegIXO5?UK
zaapI2$Xn@*X3YC}Fv`*qq0oE_lM21cq?;Iw%?3t0nnea|D0FwfUm=dq0n>kZf&yL8
zNinT;LOK{Muu96ur|bi=cPB0MJnC`ALutETo#Ej7KFQSSoi5C$iOW$6!@7jAY3;L4
zDAQ#Om0F!n6vpjdO!@m9UxBeiR~)c<@K#ky3o-InQc%~19%v;8jIIvYAPoN-O+3<}
zn21G!ozqe69x*boErv)$<yk}{w4#P{UGg~1rU5*rUG-4s(>i7oJJHp*YRG$lJd={>
zQRL?TtZ`{~y36jO<+H9Ln%?Vsp<LkK#rHzvuM<_Yhx7WS9RA!D8TBSV__q#&$n<8@
zlmx?!nRZjuu`$R*z4%;$8pqSgG({7)D@<k>`zS{4KqRIWoj!BaGW@uavycN7my|~p
z)}$!sCI?}Ogx1Tj|3U&9P>WgE-J>46&)9Mvc4?(1OJNs^2LP5G=6x06E0F=Bcq&ye
zDksQm7+egi7AQo`L#Gke<;=Vj8yTS`ILyw~${;<BwwX=_qa3YZs_cvHWz}Z%KjzsF
zg>OcT?+M1^Ly0Nm#!8Ukv>9+{A3({Ic%SYJOBm#l6^5Tmftv5dr5<gEwB#d8XhSy}
z%j$`jrSdf=LkEWnIrWFW)+P5U)IoB`S_hk!Z7WDc;67$USbfyZs(m17HPA-fCV@+v
z{I!rcjFTj010D2(6+rS?GfxP^McQ%v(jkbXlFXVqVMxZga<PRy`v@oNSy;HhQg|<j
z_iD|=J`}HCqjJ866+HAV{MaU1XL8@b=lXYnU!W^G!o_E+c*=v)P}st>cQC_{uzF1o
zt{bty(vF9;aY^ggcZ4BS3b%CShTv6ogQ3-VSPO~9P%pANZ|>=$$m&GF9DRr7467wb
zt5uz1a`1_S8qzm+!6`UOx;j&-kZn7pG|62x9-eXhJyvH}dgyu5s2UYyRPsikg>xj8
zk#BPD*>~;FXiz#Km35wEQw<a$VAL7;u6qO4aYNkbkyXa<VlK~G^I4x6eI2V(785@@
zICcoPu#=}+NB~Z<tfw$Gny^BFBRU;)hXV?5aO?2f9!~=|^ajy0D&=X5kXKU$jDW=|
zv=W#8`C_OKWGjR5@g0{rl$b#T`qr1g9!2_!aD=C;C{*-RQJlHH#w@&gTSO<Ko+*t7
z(W~fv2eoqlM0zwxuy2z@T+=(87T$SQuQQ}Bl-PR`d+$kXc0kHI3httE20S&;socl-
zIIW$)LHo5AtDMI=b$Dg3;6cDS?87UI-4k?8RL<)?T;6v=G*{8NpnC>!oyR6ENU0;^
zJyAd~YpJiLAV|?mUg1Br714KVmZ@SU4N}GB**RUCTi~Du>W)u?c--i{#om}f!^0In
z#Ul-xel9crdubyx-}K@O`P=pVf$r$jHCO!vimaZ2^wA&$<?fmMuzGjphyM^!*K16B
z!lo(C?+LnleFbjvFYYS^F)#7FSd3}QfaR=0A(%+pi8o4&1a54KoC|wJ!$xRU8C@MH
zGOJW$jk5EYensNCO1*~lxTbqKs(FB)I>+=#2#>TSR|eFuVn-gk-l?=0sWVFcc-~iw
z6dhfY=ZE^#iSyZ*0bs33z1+ccTOK)AFIB=dGiYID0577)9+W)z=UxsiYN6PN6;+z5
zZ^^e@S|Rm=>s;<)z{8441co<?p$~?p0?wr6`H$m37M3gqQ~{TR$?+>0A;yfZb9$}<
z9_-{~SJ#erX%q_0kM+h?bY5C8_K(7(!j>Je4{gWVwyZ84%c+1gkc2FQMx<8o*+>?}
z<j}*<$eM?uT{M3{j?h6XtXTYNb0@7heGQocQnS06jpzOszPIb|g_GD>EuVz>+2hZR
zXFWcv`P|M~P0u|r9k!qyn;!2rjouYik6-^)Kdb3~@=Z@G5KFd0Z=k2bH9e=V&1y1Q
zZ3XfE=oB{Ja_*q>mWxqme^x)p{BocSQB}~NaH?i<H%hB29a}?K<XNvykP{B<(Svl@
zd6kxAlZr+-Uo_>&w!s#(DG%%si`-`XN@1K0Dl0;UOIG_TR%(cou8*mo62;+blWA7%
zu1r(*K%N7A`Q?Lmw~WoIQG6=}8fRxD5mp(iQZuna%hHDS8Xl^kZdhmV$F9f=G@MQN
z0n~@<nw>fmv8&zwCRZR%j1iNE4%2K6@3CLoW0a`G8z1)MgwN*2<aKhkS55sZ?(@?9
zq!i*Kv)X1;G{BXf0?NO>Z6inVl|~S9eN1bam*}@VP;G)HlCJ2vLkcIhS9*4A?b>H?
zwoeJcXs>43I{qG-4e3VO^)4=Ln?X~i3#zi?jBJGwV~9FEjXxlywz$mLv#YsPL84kW
zU>uiP7?v#*W`ZVQ6!Y%YJ<E>A*haw$bWE<JHcoeK`&N2WG$7O7ZJ+JBZ=;qEmdpHV
z4$-ipGeNz`-8KEXg<V;E+a0qgIa=K}cuVt<_YI~)T9JBp(?L3a+%mTk8^bcP&v^fg
zddHw3fMV<WBoa5=Ip#^>&JKC<RVg55vL(r3?5GWW%jplcCFR)yVhh&_2b>CN=DRjJ
zR3(oN(LUKu*o?3$DTGT$kME;mTMklgmKZ-ve?=AqIq%u!TMlE@CXPsFz?_d#gTwWm
z1oG4h9lKq6u#~!an%ZormKLUsO2aUqRG*0wqi#eE{H75k0rYsX7txN&uTt~}25N56
zm#ykDwAE(YjoQHI?K(2N!iM)sML#8DL?(QroAX4@@{&TT!sceTHg@^ms(4?6qyJ;Y
za&|Ksb6n9m#t5tR<^aW#dru6Cld=>3bS6u_0w&C;EWhFuRp{2|Vh^C@Vb$ijDtlK0
zm1Y7BtMdjR-=_ysqiW4d^4zJ?n2qFGR~*IoB&P_h1dqgEmZ1QZJnz}%3Z#53pF)Y*
zD|)VAchYv<a7?b`2#o_+NZnZ7;|ENH56>kiU620y2?6BM{j6r*&r<4f-XIWNVmj1W
zSSq@xM7Jf-y~HN{Ar&I&r({C4qQ;o`U;wr>E1OZr@q*A%E6={E)r!{Kzx<H-_tdF#
zF45!-yUk%;|C3te3&yTO0bsWe_{cQ>34Yutsh*ZehR=KM0d03{f0D5*Xp3H1)w4WQ
zVpUIl<U4`|$8I7m<Bs#4F=|O*S*2VyWBgqCW6X#cDMq#bt$vE??O#yFMf>}Au%Ukx
ze%?Fnw2LnI)X~SBwCudaOV3<-$>MVtp1JhGa~FK_gBPB+^xO;UlAJ=-KkAtGExYjK
zMGG!G<J<)ci`L@uN2{ii8{zWR?^$rs(qg4mxnqkJkzHYW$Ge@RzWcbg{Ekj2apjMD
z&w_K7UU1<hiNXYjT>m&L%wpV`^3}F{@m83=Q+`*tv+d2g;N$0=Q+MHo7bKX7md6>(
zKDG3`PoA4tLzO?iZuvRqE?Iis1)nPD%_%3Jd_t~j?%ANXEccEhryW`SwquvcZ%18r
z)UiiaPdjqj;p%$s=<1`6tv<H;cvAdCseK_*pFKmQmRF<>DlaW-#a$MYaGn0sPYL~+
zu}{Sp(kG8EnSlcMN>~kD$Ik)uOXFu)yn(LcXFvL-@!1w%LD%s!fqrTHG>fmJ>-d>U
zzcl`Fi+9s?{2WfdG``T{Tj@G}eE3cUiv#Jeu0Pk-pG0??;Ada@rSVx7uVMTk7yp38
z8yNSszk+d}eAXr4-Hh+!wtuQ^e=Fl}ckxeHd}jha2`^)&pJV8k?*FH3{Tjy4cJcIC
zvcM!<Yhe7%F8&c)e+A>TcxdRKWASy2`}pr>{7|?40$YD;Lj9cy^(SSBun?!yFWvw2
zdrbdo827c`!1(#0`X4j(S0vP@YN^lG&yt>5Dhp?{e@+2L|LNyV=tq`5XddfUWikh(
zO*`AToj1E>96e-ZWg))i;^{A&`coJ`+QmO9VHpQzGVZg(g$ej-#^37FKiAS<&v=cC
zf5zgQ8K33i=~E2<+ZdnW;wx<ZY(Rhzaeh1n*VnM09F4z{lq=_|lq5vuHgdV+;>x|v
zmeYPYC$8LSwp^C&^S?nm)b1&3GOM!bUr@u;?o=*!chnB@u!C<YJD_rNxZH<IBlM`;
ztWqPdi89~|F&A}=O{MD%K8^A3QGc~8GM$of^7}cA`|N%x<MbvIQ$KyHp}&^#qeAqj
zO8V3f?U#SX=a5`r_vs-?M#^O-+x>xYa;{KvCVsP!2mLIhU%Ef(j~afaFy0u#R~dXJ
z<AUU?>u3II<gt+P`JwtBmi4JW+nLV|=y#|;r;(mBH<X|xm76F*A;zG5s2u5Ur`2-}
zmpd%3-)~g?CVC6G+~hcV`(_M(Yeq?LBbWPYoE`p;<!>vOJ0p(2yyZ{(Wqp)Cif`|+
z{7q&5ZHTr@<<79}&f#*UapnHc+QY;#q$nW{re9j0{~^U8<K46(_!Ly>=5`*(XW3Ov
zgY5GmOJ@bs`G(t0`es>x>~bCBC%gD%wthF`Z*=i_7T?PFsV<(LY3T1{{K*jhgv6;I
ztJx19!{>s2{Lr>Db1V@MA};<CoyVBYX;D3r-M&-lk@~xa>G<Tnp$JaxOk+R0F=|)T
z&ehhg8o1moapkVF<yLdKU&WQ{v-UD`92&<D@nGylg%4>j3ya`XXFIo3A8kk4x#edf
zCEob?Xq+6+u>MfP<#s^7S*oDzkL2*%F;@S~moLswDyPaqJRXW`k4T3iebq4Ti}MYP
z`{Mix#(i-<%l4TRzc(|Tg~Y7xs}sMsG46}s+3{3Sh*LxToN4+wh4J}R$k12uo8&OF
z2u}KajQjBu=sBbh72khIBQKRBebG-+e4oUAkQCpwUw$_l@5m0mVdLWBQPNw><^B+7
zf6rL^>*jJv@qHVYON#I1Y^O=_eHxcbitjsQqUw+D6Xk?79w$Am<93qbdjr$)#rGAA
z`{MgL#(nX<oAFc0XpCLj_`a2KUwmK4e(@NphwPHZDUR>d-!)t=DSpqYAV%WlMt-um
z2rliP+ewPwli1&q;<xt8r1+hc6MTRCp2E0qont2B@1xEeJ*b5Y>epk;??w1rAm{Vc
zI4b+k<$e-Z?qNILZY;tN(WznkzC4c3a!Y3?(>WdGEZ=s1J4r4~2yv*3FR=Ws=XSP4
z$1OQO$=pXHm+U{6djXxtKid|KZ_j5XK{@_&d%k&?_RG0(@hq?68PR!y=^XC1#p^=E
zPXqhK`O!E={4B6>Y&DmAD6ZW7w%i6T_v@$}D9--Gj^9skIeML9NDe5M-f8u+c7I}A
zh&R(OZBNd8eIw&<aq;=K{u7K(cJU8cd<Wxkawhpr<V8UrK8^8fT>9x2qsKXnpXlNj
z+xC|-KGnrPu5i-NPL2~ZqH-er9H-=&L%D9IbEQj%V%KU*E6+B556XmOPUY^fJe9qU
zhzLQu>qh1mS-gtz^Ibe`*K+cV`((C=@i<>1nKv?il1u+m+kOY*aW+l$dlT9pOlW@z
z`^@d26_pdwuX;T(CWMc_JmWt87BPM#5z#j7#J*u}e+Y22{q%3FJ}cRFe-yP1^0jVd
z8^muvw|9=)URpU3;UkRu^i?T?y%2FeL^j&ad=UKtejQ(%&vbk-b|vFJyJ#=M2lb<e
z@uTtC$kkb!8z_S3P-PMO(3$ug>W7TsLQt7C31x_nd?kM2M~YSJ_x;v>7cu^JDx`5<
zizayva~rg#9pZ!ZdY9E}C)4r8#y-Z+a@$F(Nip#`%=m*L{0EXz!YkfDfDp&hFU{wt
zZ9l3R&%1c~WK+MM@fj}etTirSJkC!@4kPTRr$psIvG1Kq4pc73_M3|<_j)U@0d7x*
zLERr`4?}H!`1d$+a&v_DiFEz<S$Whl9=C^*1E2F5r?_I|NwN24OJg;cd52qOiN)75
z?z8dDj8AjxUtsHROTe=-2ncbUTmM2^e+uL8bMdsw@5p9mGCntitM$?xt}SFdWRoO=
zGi@7<T;|;_jn7)VgYmdNR-sNc+w}#}-00Mn%$n?~AhW>cM?08SjoX&9o<5N}g&$c=
z>zwzsa=1Q?@ic5Nq|*`0?>sIOXXgYhXZ$97HZ;=LO9BM7G5(nlu9QMh7vs`hG>=N;
za?Pcmaf)k}{(B{T@}K$a7xzZxMSgadl~qnozA*l|bk4E;tWCh@Gai?#5g&uhM{67(
zU$A_16lsU(RI`mA8jS}OKi^>E!7$VLy4#=hjYclZna=T<m^eJu=Dh7(E@|z!m&+X-
zM{hq%Z<xzn6O{w;e}$3*^|O*~_nx?Nw^@1h%Yj=6Nmkp3v$s1^1gCaZay#e8$@3#N
z4r{->Ag<imwp<_6J3X%4yKK1;F1I`?FEyuHOcIm!FBeIL_}`Eo|0wlHct7JG3*ie4
zKEimMd}ROGe@=+w*V)VJ;BxEY^l_Ed$D$lDB7~d@YJKotHMKX)bUumCSt_W@P@Hu9
ztusfU5J%82T}Gwha{YBW+xL&+`02KGr2X=FkO{R1drNPXVv_V4ncg4b<nWBuTPK$*
zMvuC<<W0o55DVy+=0Dva8zec5FrDAW@jqbs&$0c!6jyG$mHPm<H!swl8hE704<R6a
zu1Wkfay#SW+7Y&$JkyDbw>i*R#P|jHZ2C>Qb@qAJaG4X`GCXh0;o1hqKj`8_W46*4
z^{0=^&^@K5o%5|e=ds=21~{a5qSJ2aRKA%A2yqtuGJ3Lk<aEX_3gPN-L=M;HF@Cj+
zQyX8jyli7$W<_la<uWHJ+oC?LXIiJYw9+R@LOER9%=kxLoZ8}eM|!NMg7`_wuPdl9
zenPa;YV(Vrwj7~C+?I~WkK*(V)*j|Do#Uynmfun<-{p+^blt|dPuB!bVcY)iI9`5k
zdD+Iae6cVq2WS5|rYQ;dOvWE@`<lK_c9!(FknsmYxSeyXX8gJk-fHTvPrx@beu7(n
znU(c6#(i^|tekub;j2G|@dI4?&N;7{3HZVyIH_he;}5y?Id4thWBajz%e~Vr$LpCn
zTzic1_qsUwfm#xmdEqdZIoU09nQDW0S<b%nGCpVBGDPRkmY3;=5g4B%lg{TQ;L918
z%O2W4oH*821SdXo^b0?C;D3lu8o!)4Ho$c5rNX+M^hVhc;!`EIc%GC8&&kABh}IC^
zZ0gr0;PV+j%B{cH%5f#*$GAA3F{3V)vF+Y~&!K*jKCV@Cs9ZId>xe6-(px#6&*O6M
zii^3^?0CMC%e^}jX_w;M(JF5x`PIq^ju79(XDi=ZjC|%Z?$h&1#%UgJ>Sqp;j1c{H
z#=joIZ!~xh<7BU<e)=z_{Q<`1){55uDOUdCtyIy!u9stcF%{DF(`vDn<le#l^zJx$
zzQfA1kIOxdIt6-k&P23wd$U9B<xPJ&89yzA*GZiC(SG^MIDVWx`w^xSH@*{{mFzcP
z#peQkuTt_O)9v7Le?y^Axmi5#{=MDbSS*uP<+E0n9g-N)+QGDH0}rjY2SyHEOe=0Z
zjqIkMaVd7Kw*`uC!bceQ#q>(KI4^{6&0{*_`-7J0i<(}`I6E%^U!H)sF@C8_Kdpj2
z=_ki_{lTcL$UjfBavESd%R+S2;u6V0yp4Vd@ooC0<&@qa1x4*Nay#!Tjp&5hIjYo@
z>*R7bM&kwIRA#M>7fZOkn?wG*&iHdH<371}G9Jn+(`$@f^f4Yc)>D7xvE6UN=a9Wp
zJaxv}O1V%k#OF}X%0(sPM5mqU{4MHdYM%Nh>JXLd<#HEB%aL3bsrW#8Xyo>M{#e2G
zx(;Ov_`XJVU)o(C)7gr0mT!4fQpJC!lcdj;T<!;P`rK&sSt}h-2%kRZGakxG(rV&M
z{a(rVJ6(Pu8`^pzyq$61{H=#^DQ0cI=PG&RP=A2&Ya;a1jj9akXfgXpSu~GUy4<OC
zxt7b-#Od;AtIIiZ@)bXKqV~2jo$tia>9BOxF`d7;yr*B1j1!$HZ0m<aeN&yQ*`K_V
z%FW_(@6Q(6PUaLFpUY*EBE((b%h*olHpvj_Vk+alb>3Nw&p}yJpZrQK6-)bE!eth?
zWqAHiZL~7((`P5+#q?RjK5%HfJ`bds5y@pCmpdm;4<E96m~u2RE5wKBm$tF=9H|H5
zc_!mBb=LStBrN;9ka1~>8t1(qs=u0X-&nOiq5kHC`r8<f8|z38i`hpm$7h&`?IY=q
z=ND4{GD-E{4={`IxPFkyKf&#s5Vb>PufIwkS&@0K61$95S+@TJ;$qNv6@!TXsa!7U
zT*P+fPYzXD4-1u^h|W^&w^6&HSbe6NPg6PVm&ZiyhQ`E0RR^ftW~TQ9K4<aY*bd3{
z5o;f-<)(&zF14QVeOwy6c1U{J%=oD;&Xc|zu4%uViO(TE{?qbM_718X&ja;E`(-OW
zhiFh=zF_IpGaVnVOBk1KtaaebhguW(sAOAS7RLv#bCFE?nNFN7=77&<IyA0?`oo)2
zL}QXnBK&LUHH^z8Yuy*#C!+cdjQeD<f^nZL)-iqxXc^n#buXgd&G?cKu7p7NR>tG(
zo$#HEuMgF~Nh*`@NyiaTr2mY|;YIg<k+p?}1bhYKatf^LpJVH<WBhDlLgUW;Ro#s5
z>*BLieX`k^>=%#Vb4bTzvpuR@4%lMH|3c-QJ-=2iGc!ud@u6AM0pe#d{WAQjxgyDP
zG2?OeLj3OFHj4RJ4&^4XZ5OlMes0TW8zYSSY@_mcG=!h^^vm?c+QxLoeY&5QfG=m<
zr~5X>eY)>rJWlsHuw2WwO|tgsbRm~1rqi5U6!hz~mhm{9lFsKd?u!8{6YzG%PX{fl
z2YW`bhw;lo_$AV~bGVjgAMwe7c+8$imE&W74%gQ(4H9`smd<*1o@w~{xrlLJtZQUE
zE?yIl9gGt{Mh@x-y3Db989&Fxo%2qEj34OY&VFcF4FN(NLcg@Vt6MoG{VK+N{mUod
zix@xHrLVRXB>hIlee&sG+~=>ojGyV!Ppbuq9Ig#AKHJ494xVh|ZMmF;2@xujwrfvQ
z8TZLx7UMn{FHXSM6v3$v8yNqOXdj$&4}C>wOhUb3#$WH!aL#E}yo&%K-blZ+9jI+D
zsi$hj<@8wNy#Gq{>l5%LjQi}YH39Er+{a%Z<31e?Gfw%F>0jEe2UWbAfcSlC>R&bE
z7f>PH|FoLS$o?}P7uR#B($9W)5I%=uiIX?2Wg5O%u#s`1VR&%H>Y5q?geVrTMwo_A
zPL;KiMC|$x^>aGozWVbR_sMyALjAUc`dy44DDb28;KZ|j#^o};#+@_LBMErr3?dBD
z@)tk*z&Xb^o$-Y(?%Z=UkMX(?UMqtQ$!|I19}D3N4Bp0g+&Tc&?_%8B{{(!5ai1Sm
zo<xkrpR<tqXWUnR9^-K~D*Mm4Pd{x5co*Y7`|D?1rg>Wbw5WzYQTrna^ea!M-uuVH
z>5TjMpU1dQKg${S`FL9qoMKC^mbgQHlZwO<ectZ`H4o3B%&c1c!jCWJ<bah?5{Mt#
z7c>5Z@iD`DVkEPvT*lX@S&Sb-gtW|^9AYu!zOiEs<8e7a4kRbC%@*s&bS^`rviNWK
z;CV_8ml{SvXJrB%l1GhnZvR-(z<6ALsQwDZ<8l_l*Co*JPN2V)@j0Mn<d9Z}cZvQ^
z#%o+0I;T^Xgim@80sgbWHH`b_dku{H`nQ5{AAjo@_wm=wc#fFV_U7coTN&Ti#d&@#
z`_K3U7kAcbC&`5e_?U}x!btUN7@rlwPcbpPfpH)ID;UqY^&S4#G4A8PoAHHieP;~X
zn$Z4E#^2)BcgDy`vg7`_Uk&5F{xvY}<9`L?A934HtD7fCzUvszxws>rZpM9Mz}5tO
zC*udZ^qo1$B)Om{gwKC#828Od8W@kWf9lf;#zXUs$eg4-u8cD$>0#U_g8{~UF<YEQ
zo%gSC<%-}r)T?FuKZuC-LF$7uCs|m82I+Y<<8iq{4tP1+X+1uNVtV>?<7>T4!zYJ9
z#@`AWhELunBOc1+0z>>7z!c!E%me8v#6v`1^-O0G%9(cf04ue#gz>kzxU**1nt*pQ
z?(1hC;~|@J>}8m7IStbKQp+VWFRGBi%y0A6jK}GU<kZDJl_aO-OvfjOwgkM3ai1Le
z8TZLygz?Y0dPrYv?5R>#6yn1nTuriaxHg^fpSw8O!ef$zlw|{#IovJ7`z=Ic8~f&2
z_#Cn+=YFMjrs0c0J&gP0Fu=H6F4X$wbt}@>BKC_XqdZVw9=Cm|dM^s#=TiEm={V;x
zI+@N1sYqXFPl(TpOZ#U!zIkCQ;|-y9K4|pP$++y6;lr-c^f4ZngXTbUnDO_!^r^3E
z*p_;m_&x&TV*&MHS`j=4yqkS&0X~QIs?K>6jpa;ZAAC0QboR8`8281iu7vvijQjLH
zpY8t*=?IUIMP`CMJDa1RiyxoAcQ}3)>MP0ASzBAgbbN8Kk@2@tV_L6HT<l1|dl~o1
zbC7YL-IPg#h(GU=14~tm7xVX7T*k-4V#a+s*}=Y=<ck}bj?Wis*v6B5aVOL9`QoHA
zNE!b1&>F^lzSh9FY)0!e;%h6pOq_j@pR^ajbHJ<E&WrilHm2dzOI9XmLLG(Fd^)+o
z6vln^XEN^7>toDgF<+y;>~MTG<V(&zLuUdneF^w*0$w2}V?xNOk(NbzhKaw`jE_Z}
zH-4H4<YEKqtDbS+y3i8Fefn-qz&jZ~7j2pL(`wQ}?e{UhpNl)^s)rf(>9S%jRm7SJ
z{WASmg9DA1ZR|78;d4kwWY>J(5b-gu2pz(gGw$P~jd5Sz-j#s&C*UIqc;yGcBz}&f
zUs?{%Ifdzr`}m*7xR3wk33yuq-o?1j&iWaj?DDUsmTLWv@i;pqJ+EXxSr*M_)S0;R
z$lytjwI8Gg;>SnA=QHlJ*OiR>?6tiJPJH$-{t042>q*}`q0$YJ12o9xR=ee7UsMuD
zyq433I({nYm!_p|6_YZX%6Ob_Q2kkq$H_bg{0a6wijyJVapGGm)3^s^3=iq=$oP}P
zrOr4W$oEc?MI@h3aG7Nx8fuS+WY)m8pX9@nK12kBxQKpfd8F0N3Dn;j#zW&Dc%khw
z!W$Tm%l`>q!MM+d)+ONGMR4lpOt$fYJV4p-k=ll{a`NuC;VF!V`su9e&Sd;hv}xqD
z!0KZm<8o?f<fxKE;&VIm`4xN)*#+sf#nRcpbl%~%qtq(({utvv``pg><!=47ddLdt
zqx{1J_~kIQ2%bZ|jqGE^a*-uW!>99B#(jBzXAvH#4}C>&;&C4P2BpIxSvzYf6B_{H
z$H(I|#(g}_NvOY+ai1R6GVY7*8x!b1kwAY(Lj8$nCG?;1<EfaoXJ<~W{c=(|B4gNd
zW<NW(TETRD{aly8M|VQ~tqJvaGA@TY-48x9F$rCpBo}7!JYTn;&i+9S<25dhKGOa{
z4%arbztJ{B*w*Ym=t`#Hv$b}{eX_1%d;e{8oF-ZSN~WbUHViVIH@dt!=NigBN`T+y
zs}k@$;|CHEElX!VdQk%2n1FXA;Ju9d^0h(6eR3|FPmKH5fve_A*!w(%d;-3Rai9Df
z89#`c(eiW7M07Cj8)JGIms34mpKlB&TOMRQjy{b+OV}44i?gF2T05$y;Etd7&@a=@
z3^_>UaH)&wEWzin&D(RSOPNNTE{Mij#?QuQ(*})&j=gqq8DD?<8Ta*fKKnybe{+%v
ze}6lej<3JepM^|gLdxln%0V(DS<+7<myzyl<f;sS@D9cg!Dk~ACkN?eJkCCHs4~d-
zWo~_vsgrw_pF^NO225rA3slJP_<5;&;&B$^4Ix~uT~^`R6YPVOPljwm=j+azLmShQ
zY@4=JhpDYD#^c7|9Poa|eQPgNX5oDN!p|}IAL57azom9^3#kO2i$%XQA8Ol0#?@NJ
zZ+7wYIwO<$jK}5BIn-In_`a@fQ0y+XKDVCB_++tJ({Ook_IbB4?(0KVPR?-l!L9G?
ziA-TU&X-6=Ga2{gr3)F4vrVeMn(?^2mF%XRZ8ynoawyx!w6^23(HGhIGg2i|XFIqI
z>D`oZbUyK81jIiND~IdT7!TzI)P}QnK99@z`n;TRU;JugJWl3Qz(bDhJ1Kq*FrD|H
zj_E6}XXS8d5z{FazovYgD&svhu8l_GSDwo>P(ke{Y3uua+)k1X$sX1+EuXz_WZdWb
zPcUB0_qAV=4P;%O9XpsL7wi4LU&FZ1_Zt|eK3kcn26DKxg7IR$-=4rj592=H9bi1p
zj!4$xJo+Vs&v$c-A4-L^UKdzjs%6~gyS?mdNqWzL{2HcJ%y&Dv4C&4A<LIo9@#9>a
z5^{Xc;r}q>#e8?-C#Z7#bAL%@(-=RQ3Tc_}Gc*XF!+2bNL-<n0XS(&B`$*O%)ZfT>
zja&aSRwqv|PVccY{AHTufI{u>VBELnHt~ES9G?qQ>{-YDRSo(f-%&AP3N=LSG!&sj
z_zK2-e!h<JaVTs0p>BPUalD&xUq7}c;5!+Qn_CfolNM9MMdp8uH&7vM2ORTc{~7o3
zw}SD`Q2pDbBB}m5#%G0ad%mih@k3nP$qBbIF1J+-e`=5-`a2mv+^x_1^Mp_OBmwbu
zKzL08-oUs|zbhE`^=}>HK0oSCz_&8Kf;wUPuN+18pK+glCVh%3`rqGHlYloQ;42tk
zNR1f&K5F%!P`{gT-<*4ELj9cy^(S3Gj0xfMzZ%AU@@q)IS1|7LzjciJ?4!E~PH}20
z;}=pVw0!kk!#RhNrQ`=ca%oVPld&u<vuLuFDlX%bbv^-K#JF$FXk>gJVnp-coQLRO
z{4^I&*BM*sW&GQrn7_fq{6WTjvM&2H5yt)k{nG8HZ7ix{+}nS~zaOgKW%ygf`1?Y*
zjYW-&%dH91zB)ul^6y}LtXp4oUykd&jDOC>l@8^TaEZotE>q){amLMZX(*V_xVUp}
zdMe}VGAN*Vq`BHP8Pm^tE)&<!9I7p0{8_gRnmartNyu?+Etm1-bQ>A>>Ea2-eYUhC
zq5edfu=?M7IF0e6+&(yaqjMNP(#6lS{aea-oGp^y?qt7BTGQ-iIzBmVW!#th?quAT
z`%YR)9q{LYHH`b(Z(!Wl{tCu@?XOE{zngKN9A~n<|1O%Rk<AXs&>-zCyG-@dM`sPw
zNm|dJ#dJ<0a@s%C_L8W=r6-sUi9PF<(J`6Ve{#UunAUc;9QlbekMHI($GByjxxiM&
zeRF}GjL&iFQyb1aK6f#JejBJ|+_$bfpYb?fB$*7dFOEhg8<>_)COOdS<1)qiw1dm|
z=5!N3148)mjr-FWpH79eo}GJ(<}mKF`=yMZ;MQMe<HOp7_BS$qgj=8Q!KC<6!+voU
zK8Ng#bbEzrhsrJFa;xIX@%mQ|*p%h?g`fA+FWq0F#b+jSxZKIK$QDCwI`+7j=}bcz
zLr0EI$hC244dXt!ZD8CNS07_M&eo{EbJ*US@j1jJ_2u(c{u3`j0sQ#*n8vtIe{&d*
zvmfF^`(=`TvTUct^h0vn%<cK)x-FqU+0RmMh49IB3gZ=2NbBEO1D?tFTV0%E8TI!u
z?#Dag;_wkR4zFQ46I?n@EZV^M@h;Bm_c>~Z@#|fjbla+QOJ#<+%$w8rqWgj}nK#&d
z*@>Sc0{-)W(-@DF7xlNB{qwDH{mt3_u3$P8`wTD6`I2>vALQcBo>({Iadt*_v6b;S
zJ_+B+_;i=P6UQd4Ai#eQWDVnSdMEk~jOU4nmbG*L)C$Ira&ae*TF3aoF7Di))6KX~
zK3f?-!L9Ga*`18X$&d87n*AopPd9M6BtKnzDKUceGy0|F;l@A4ef`<MxKE#tG4Auz
z?Tp9iD+iX!FC)hAEbt<}QO#xIXiP%gddA~;B$@WJ|0VfG8`JUmMi=8gS@km>r(5E4
zqzIpcSN<n{;m7A2(-}X63Ta(BYftkS_sMBF<38VLW8CK(U5p>>w(s~xKjZInap#>S
zBaHjj7AjX##Ul5AuavO&-SG1m_vvRj<8irij!3huz8fF2^j*ssv6@^shf7nq%(3_!
zD&xGbXJ92j{P=P`@p*;sLw|G|&bmX6ahW=3+<9I^E#n8e^__Dc^BLdI#hvrWD;cL;
z*tCC+%|+T7_wm=mxKGXljK|5D>|9(<zl89uf#w*GlOOqW2m8@^sfZ3}O#P@D>vAa9
z$K{IYa|f3xrq531$0zT;1bmorYQxCev6l)8;`s6TT{YuAebh642N5y$(jgT}@>;?;
zz2C{;r(c<A$*u`jm8iGdkzU%k-0Api%BAgdkGdF-vny(+b|qEB^Gc$6iR@8`)vBCN
zo;k+j+95t`89$83=>DE<?RP%ozBs%x0dHsg2$w$3b;xI`*uI~}=d4@C$W-0MM!ark
zT0Y&CUqJ-o*T1O#RK|V#O0yXE$#OB{K3`qK_(Wnt%kq6zmKzxNjVX^Y?z7$PjKA5X
z&(G=1;ad3@2#DP8L;16FA6GS(@%5peai6}IFn%O8r2FWsjkPlF8+SVs+V4wfe>kE2
ziZ2pl*z2cXnm=a_Qq6dsi$g}AgPL-<R?oO^je_iGDVL$SvT4JaC$DAvP#0gI>>!70
z8yTPD;-n{s&;BAbh=&ozPjYGST2&6$DjNwXZVNSB<`62VW#!~R4UGHjbp_*jx4tt!
zSjV`}p1T=8*sbs6KwA^=os9e9!K5Z4>|Y0{Vcciy4UBvHpMbAp+?UUHGw$=Ht&IEn
zx07+7{3d-#_21XO8ph+|3E5Z!<BN!lwh!lC_!W%H>9WDqVFjwcE}{Ky#^37F=XD3F
zzm;)s{~7o8znKX8*8yu7_x7LhI6o%-Rxlnnw&sAZWBhD<Hu57scg}(KaGAJxL~RVj
z(cou@=7{bZ`W3m~joLWL#+xY#WvHDzmx+rfgfC*;C#y!reX*p2aj7z6D{3*5==U-{
z4xf#zoU;;x3GJ7)P(}aQ&nm`!<6fR|-`Kw>fqo<7rxO#Ve>UIiNTA=#xGz=?GVYU4
z*_G6=f6c3kai1^c8Ta|pBF25~H!|+Cj}FG;d?^RMdl{caozU`&*zxv+GGs>;wAh0m
zpB+~-?&Gtbai1M8VcciOt&IER)S1wJALIK_C$t=#`Rp*`K0B^xrHcMDFV&3u=+`su
zv*RTR^jjJC*>Pt={XWL?)Ct{xC#M)@+$Z0PtEr+t4pcKfnF?w8&V8lzjK|q2+1C=r
zk96z1`7h%WT-?d)IuqLOW8Bxj;RN~>*HFW_Z<T)O{-xDJmx%vr#^c5;!s`?8C5-#*
zr<HM^{5l!;$*->n{T%okW;~RWP@HhyS1|Ef6vR&`zvla%a=1Q?@h?yzEhD0_!p_y^
zahV3UjB_?_IpZNdoZP65@nhWj&K#kO@wd7-=RP@H>t}qii>vb>@@9F`)lM$svz19}
zsd9WQoPz7?*_ZCX=g{1nWbt(?i-k<b*UoCjeKB=C<35|&%(yS6ZA)lBdmZ&M{vDVk
zrzwp4V){(R<8(pw7c%aPNvjz@ikQ&$<m`j2XWSPPHZ$(aJ+?9KlVA4B)NmvR<jq~#
zf5v_EXEN^Ne<9<(F?BWLKKZR@+-Dz~8TZ-OHpYE1CHocCf1iA&Fn%``)A~t&TN*gY
zXJ$hEg^Vu?)mJwzQ~lKm_17oV-^{pAzS|i0$tT-JjQRIErZ7I13hDmWS^u8NIQ7Ng
z>edI5!=;6c7u#2A<T7zKMl?DYpNG$;4d;v^m3b_o4DmP2WhUaYq2sKvReY6zBKZ&F
zRa8jJ!db7cXZ&mzci!2sgz<e{T%NL2XCPV`_t|16<0rfIowN6SjK}qlV)i`tg`}8W
zc|A1{ANxs;(;4^K)I7$g6A>*ZXK#5q;|IDp@0;Xst&Q<w`tD9BLwpW!nK*e!d;J<Q
z;MaGKai6|x8TaXXKI1-puVmb(?{>z0`tD&ou79NOJllJczRT80F^I$HkJgv7j$g&N
zPv3dQk8tbrIz92x$9&w5&!JpF`S48?O-LWDOefAR2=8RvH_z;2+&5MXC(y6B0gd3t
zr;lpJeR)|u<39eDFz(~8mGLp|{!k_>H_~MP8TaK9eT<($ozQx8?t>m?+-Hv!H&R8v
zKU6dBlTSV4#}g6VzH^W562{}k;;E=I!v6Yed=A-(J|o$3WQDsQ(Zlq7{yD&S4)hE^
z&NF1iO$7L#ahzlPR4SzVgZ!3`MUy^i8TZ-ie8zq9TFJO?>~2q>-@~{s_Znc_7ata}
zKP1J6s&*0pp21DOv>cpqGv7{tf4o@KE@AJ!N+aVw`W=iPL}YaPd=@H)OTF#*g`cA9
zKkc%Jw+!jC;$~IGr>|<pefq9v+^3Hv33w~xhY%aOpU$32C*wYQ?_)gY)_3fEm~pTF
z-$E6O#6QMEa(3nl^^E)cWeMXxJ-0F*r)L@e829O?k8z)Vh8g$ir{e3X|318$@k6Ls
zjDG4F_vvQ|<2kp!qn}pBefsHS+}nS~efk+@+^3(4^~9Ke9k`ltUwp4;+{fRN1iY1T
z-}u(axKF=*jK76Cq4ncD(|nlmPq}znEx<|tzm<SU97DWcj(9%>*W1{ClJb~&Ovh*E
z%Nd_bjcGplq1nVo8{;84gAY0`NO)HQ{eH&Z=F)ebr#iy8&rU19K^4_K!-hY{PNy^O
zv(tHu`|NBv<39PcF&?Mq9Qf*Dyx9C;YeE^4qk3_>5a-foqX+vu$=o*y!1EgEm%-IU
zhU(Wc?$gtJ#(nfxCeUwBpx?vzNiKiRKK=mXvt69l=lDzq+4N%ei6onz+CfCrdxeZF
zoZM~}<8eA8SuHMt6CXR6kBjg*i~pt#;@4Rt-^g_0Y%hmuPcR;efkcD%G>MlHF5}Z%
z<+o4>KfX9NopE1Z=P~XZN0ukxZH&kDk@)XQ!222Z`PT^Jq5iWjNf#^Gch1J=0$uR_
za}}@-E?1y4ov%Cl@r!Rm1^mRxEQjlB829-!^}CbH_~g>ZxX<5)8ISX4>d$iam(ld6
zh8zYzas44)8xrspjQeb49pk>fb~Em?(XEX8WU-TRIYltB?RuJu%enZZ4YGUQv$Hjf
zpH9V0eY<DfkWhaG<0rcHFP6>A_SYrU?@p+{_5bsBCvZAf@BjGUj6H;8%{H>HV<*Wn
zWZ$K1V~oLA24id?vXf*fN{FOnO%g3aM6_74B_Vq%sg#uXpL3n-x@OF|U!PC)`+WcR
z<H6kXykGbAKJW8B@AY2hzdZjYKVB{Q^pm|8^u9Irfgrfo{wMS2K9XxC<SmuaG{H}|
zLp>N4{23P7{{nss_-)U#n8K-oB)9F5TUd~aR$=*Feuf39fu{kU)^oeg*y+jx^0O7Y
z8A^1!vpwk~#*dn7#O9u@lab}le0nc$V_`uC;2D8u0)7|pEWon@zZ-Zq;MsxS1N>g#
zxq;^eo*#Gt;Dvw}0bUe%G2kVDmjYhK^TB33q)xVe6-mtliN;AeFF%v>k}Jybwd|4n
ze7?LIe8PT;y%Oi`kFcP;SKoO>&wnrv*m0iO2Fy(Yc7u^BxD}R-G|BCEBiZ@d$!mN)
ze%$^D3o6OeRqfwoxB0trJNlI$X=~h0w{T$xz1Z!Ku%L=p$9Xm2HGtc{Y=7tNWuESm
z!p;XKdpInp?d9#mVL=_>b%ECh9tpe=@W#NK0&nj5uV#L2|35O#&FC-55@A8hWWObK
zL|D+;^PXm$+2yq)hs)XRti26o|D9d7uXByt>8@Mqa^JZh!DjXaFFV*{+GlSU*kfLC
zzsI;AL3T6FY@J=~bREV#R*U@`_JW-6Vw}cR5eN6P&t>n<UV`2J2n*V#N%kw<-Ol-0
zoX^F9@7TAo)4tj~md{kM({+Ean7^yecoXBc{U-;dq6+o6PH*-?gPr$epTs_ay&?ND
z_K(?Rec5i@PPcBj3)1nkxtk%a^KtBDxQ_i17PL3d@^4{52jCq&uV(7o`RaY$)sgnt
z-@<~&ynIW}kIL-kw?0pP82c9X{_IP*{oA<xbWCO*JH{Rqb-~)4&z6q+fxRJnQ{%Rs
z3v;{a@*z|Z%lRdoe~|O@Io~9Y%hxs2lUrEO$(yhDxz6bnbuy%P?J0b}dp7?F>allc
zXu!qivTtKA&3=$QDCVFsdnvP`+2!7yy#l-a5f*ewlk8WzJHX^^Kb-01<|}ttQX(wq
z=H>09VL^A`(ZFMX#{#!&fqx4N;(+%B-XC~8@Ik;6fF}YU27CnYk-$d*9|L?W@F#&!
z0B*N7{w*w+0(=_qr+_~Vd?xT&z~=ye7Wh2i&jViod?E0~z?T4j8Tc!}Uj@Db_)6fb
zfUg0*4)}WD8-TwBd?WBpz~2G>9`G%|w*ub={6pY7fbRsp3;4&t_W<7u{1f1x0pADw
z0Prt>9|nFD_%Yzefu8_=68LH0XMmptejfNm;NJqj4E#IbKLEc1{3`IDfG0odPukvx
z1=m3SH{ibm{{#3<;C}(X4LnG86qdaGsey+9PYXOf@QlFk0-go<-N3U0&jCCq@La(2
z0M7^fKHvp_7Xn@ccsTI;ffoZ_0(dFlWq_9hUIBOn@Jhg|0JmpP{w*x10lXIQ+Q91o
ze+YOz;0=IB0&fJoG4Q6qn*nbDycO^^z}o?D54;2LM}R*Hyc6&)z`FwP2E04)9>9A7
z?*+UM@HpW8fcFPJ0C+s`LBJD$Cjz%uA^cldFar4Fz()Ze1AHv-CxK4@J_+~~;M0Il
z2R;M%OyIMC&jJ1{@Oi-J1AiX)0^kdQF9vR}O8K|2;AP;i0ACLLRp2XtuLQmt_*&p^
z0Dlws2H+ckZvy@f@b`dk0lpRZHsITV?*RT0@ZG@o0N)GzQ{bNg-v|5v@GpQL27VOy
zm%zUQeggQ{z)u1H2KX7^=YU@TehK(x;NJuP0r(Z*SAqWw{2K7zfL{lG1Na}nZvwvs
zJTO<q{hN8+A9!luVZhS@PY*l;@Jzrn1J4TlZs7J+3I7%r<N%%%crM_%f#(IDA9w-a
zg@6|ZUIchi;KhKK0A31s8Q|rBR{$OXyfW}Az^ekU4!kDtTEJ@quLHa;@cO_bfj0u)
z7`T1)&A){O&4ITB-U@hY;BA1n1Kt66N8pbF?*zOH@NU4n1MdO6C-7dt`v8vv-VgWy
z-~)jV2A%*s5%^Hx!-0<gJ`(sS;G=<$0X`P^lfcIVp8$L!@JYa@0G|f@Dd0~7p9y>x
z@HxQe0)H0xbHL{Ve*yT5z!w2u4E!bFOMx!~z8v^#z+VTx3iuk}>wvEZz5)0~;BN!p
z4E$Z-_T3l$EiCu|_%`4l0^bRI7x3M{_W=I{_@}@>2fiQpLEwjg9|3+0_;KJTfS&|@
z8u%ID=YXFFei8V$z`q0j1MnY#{{;LO;J*UD4*YlEe*nJ;{1))Qy!*(%nfGY}PXjz1
zaQiMP{}vWx0-hOoR^Zuy=K!7)crM_1fae2#AMk>}3j+@aen0Tyz)J!z4ZJMy^1v$q
zj{sg7copDPfma7!19&aqwShkfybkcX!0o#M{aaYj0C*(uhQJ#EZw$OC@aDi<0B;4n
z4e++W+XH_Dct_xm0q+dFEAVc>qku;P?*Tjpcu(N5z<UGl1H3Qre!vF+j|V;w_#og3
zz!QNF13m)y<G@D&9|Qae;A4S5348+ZNx-K7p9*|B@EO2o0)GbhY~c1?&HgPccn<h{
z;4c7w5%?nDF9BZyd@1l{z?TDm4fyN8R{>uGd>!!hz&8Nj2z(RpcYwbKd<*ccz_$b6
z0sJH2yMgZk{t56;fqxEsKkx&<?YsT`TUc-i_z~d8fFB3`74WZtp8|dw_&31M06z!(
z0`N<~F9ZJ`_!Zz+f&T>j7vR4F{|)$c;5UH(3H&eMw}GdUk8#~G7{h`v;Aw%|Pj34+
z^Ep}InSf^oo)vgD;5mTj1fC0c9^iR_=LcQ@cp>0LfENW`40s9P_ESavEi5PvybSPi
zz$*Zc0A3k*Rp8Zu*986m@CSiE1iT*b2EZEvZv?zC@TS0<18)huHSo5;+XH_D_@lr(
z0q+958}KOL(ZFMX#{%yKybtic!21EWpU(4dVL?3bLBIzC9|C+R@ZrEm0v`o@H1H>Y
zj{`m)_ypjSfKLHF4fu56Gl0(o{tWQhz~=y;3;a3Y^MOAPd;#!<z!w8w0(>d(Wx$sM
ze+~HSz*hlZ4SX%|H-Nthd;{=}z~2VG8Th-v-v_=0_*UTCf$sqR5%Ar>_W=I{_-DZP
z0Y3ozAn-%L4+B36{7c|p0sk8KN#Lh}e*^q1@bkbg0>1?OGVt$!{{Z|7@T<Uo2L221
zUx8l-egpWQ!2be%8+a=DdZ9aZ{^mRjcv|4;fM)=n5%^uevjEQuJR9)r!0!Q`6L>D*
zxq;^eo)7qazzYH|3_Kk8{lJR@FA2Of@G`*50WS}{BJfJUD+8|zyc+Ntz-s}o4g5ji
zb%56eULSZQ@P@!22HqHW6X4B&HwWGVcuU}|fwu+T4tNLP9f3avyfg5wz@vai1CIgT
z6L>G+eSpUS?+3g;@Oa<@fe!{g1o%+k!-0<k{y6Z_z{da|3w#{#@xUhnpA38|@M*xG
z0zL!yOyJJ|pACEt@MnR~13n-43&0lue-Zd1;4cAR3Va#xSAf3?d<F28z*hlZ4SX%|
zb->pH-vInA;BN!p4E$Z-?*rcgd@Jznz;^)O3H&4AyMccUd@t}%fqw>kAMgXfzW{z1
z_)*|r0zVG?1n`r<PXj*#{2cHLz%K&-7Wif0-vhq_{3`IDf&T*h8t~tM{|@{H@IQgy
z1bz$nZQ!Xg-EpGHznJ%P0#5@xE%0=}GXT#7JTvet!0!g09r!)Ka{|u=JU8$>!1Dsn
z54-^Ig1`#{F9N(M@M6GA051u=H1IOO%K|S4yaMnD;FW<_1zrt!b>KCD*8*M}cpcz%
zf!7D#0C+>-4+C!uyeaVJz*_)s3A{D%Ho)5f?*P0b@W+662Hq8T6!2)^F~DPi_XZvZ
zydUrZzy|^!3_JmNBJg3rhXWr8d=&68z@Gp<7Wg>e<AF~EJ{kB_;M0LW1^j8?&j6nd
zd@k_kfX@g1Jn$EQzX*I0@Rxuu1-=aUa^SB4e;xQL;A?=d1HK;k2H+ckZvy@f@b`dk
z0lpRZcHldJe*}Ct@IAoy0{;~FXTbLX-w*sC@GpQL27UziG2mYU{|fjC;3t8f0{#u~
zGr-RQKM(vO@Jqli1OE>A55TVgzv}r3^NODRKJD@e?)$Xmd*CyhGcW5s+39b!=y}#p
zULE_8`5sQ-zj_`)XLhN%V$u)yii7_$V-L!EWde7_HF@h?Eq8@bzU@A#{wAu!f5ah)
zgZ<=rl8L+f9l3m4f6~K+s44cZ5#4!vki5X1XnyNVF5m8-^sw6_7fJ%Y=eFd9J>Nxj
zig@lu8h^=rvPbW}%l^V&>YmK2li#0A+}+mX#XRp#UflC}<Rv}dL|)4Ctn>#u%6Q(9
zyu9b*$t!w3kDUI((;bh!L!SJvh`5JS*+1kHRJ|i>e`!T7qdw{3VdT}5fbT6Lm%mPs
z^zb3_T1mk7($XK1l5hP_dblNdizMKCQ^;F-zKy)K=hw*FcwX{uOPxLMN#4ctCFIeb
zm!dzM665(e@}8b&pg*b=>-h-s-k$FvALw~*`a2whJnu<9*mL*yJQ6&=MS1&I$L_qf
zxX1pUcqf|Q=8%u{{1Evl&vVfqf}7%b6!}!oSCdckycli5rh7h_e7@)3lE3VEQQG7!
z^SlfBE1pj$f7SD2<f}bTPn*s)o>wDZ>v?bTb)G*@{<-Iu$oF|(oi@$;Js(Pb!1Kf8
z2R$#I*U}fB4<JA0`Fir>p68@LPWP4PapWgGe}(*%=LgA8dmiMsbk6hY<QF`TCco(U
ztK^qFKS}<*=Y?pO_J`*K$p7;EJ@Q+g|4DBD`qG`Z2WZ!r)*WmlduRfAI?q2KPw)8+
z^1D2Lkan>-J)cR=e>^4GbWf4<A4y5(;j~N6>(z-RFY5U|@?xGhC~S)s_k06+3D46N
zvH3EdcO$Rm`Bw4=Jing~1!{ZVi@c5J?~y;|`EBw}o>!$qiq4+*Bk$(<dh#gGza{VP
zc@a7^iS_((^8TJ5AdmOF5gp15_k0EUM9(jgPxibh9r{f1{6X>=p2w3v?fC}snVugd
zf5Gz`<ga@Ea0xq3Uh_PGe5L0vlCSstEcu(BXQD&8O`caE|IqVs<U2fHOTNqV<K+81
z??i`;2Rxrke#rBCO51)o;`wOuqn@XsL(gNL$CID%{1Ev$&m+s)>0a=B3;AWwJCw8e
zYo4zqzv+3p@-}Zy!BX71k*D!|A9*IvGgPnz?()0=`Q4tsN}j{>-^ufMUb~{LpV#xQ
z<o9{LjJ$y7yU6eN{5*LX&pSuh=|*_|CV6GgKP9i?`EBy5o>#17>(}<Y8Tmt=KTlrQ
z^Y_W?d47YuzUNgc+vzs){4w%&o=+ri@A)qBE}s8D-qrJRRqS-TdESq_hv#$2`+2^d
zyuat^=+tY3=Z}$(_Iwff1kX>APxic6HQWB_o=+s7@A=E*&wKtI`3s(xs&4Bq^n5P)
zOP+s0zTER`<ga>OwuY_$y63IPS9(5;e1qq&k#F(*82Jv*Z<FuzJffy;&o0jgl7H;^
zO7c%U|BC!m&vVzZ^}qD|G4j)%&m%wM`62T2o@aQ#*1zES!{k4DK7;%>&p##q!}Dsj
zZT;Jx&n8b5W*<#{yG)+i^M@a_sT`g!CcoG7BjkBK&sN9QDe8Fx@{*npB`@XqT=EFd
z_mMa7JnKVtx@|r0L*CBwP2@42|3u!?^TKs){Q;hLARprSbn+)Xf0KNs=U<b*=y{`h
zfw^t)d=L3n&wnRB;CaFNw$3rnYmuMuydC*T&ux{k;1|03XYVJ!neU@c{;S?M?}yR*
z$?urYWhDPq?}r6x^nUU?VWIzQk*Sg{c}(wz1?lyE@;m19^2vYI`(Z&wy`TJ!`Tn%z
zzv}(4;4ZzN{7zVqIr*=8KP<?i_mkfV3$iBvRquxdckBJ+cfx{f$$!=RVL^7ipZt#b
ze(dDG>iw|b9=)IZPFRpL`LB9E%>AWw{ax;a1-azz9Y4c@+;{vgzk~&O<nA3m!-Bkb
z{4T$Q1^MLe9Y4d|#fdx2{t`xiUEX8kbh7R}5Ec~l%tBaD2zX)OMSzC`FAAJaBE84L
z0y-%S;dF8q!s(<cgwsh+2&a>q5KbpCA)HQ1LO7j#gm5~^2;uG|Bjp2O0Uhk8WV2l8
zU_6A=L39YGgWM2K2caRH4jw}|9rT58I#>(gbdVLo>0l>>(?LoIr-O?SP6q`coObdd
zoOaqFoOY@qoOXsGysl>!!UEd)c#nkzv@;3e4Lq|D7DNJX2)q&Shk-W+-UN74;LU(H
z2i^jBOW>`5w+7w@cw6A@fVT(U0r(@pI|6?c_+!930q+dF3-GSMy8({^-W_-}@E*Wp
zfcFF*3%nQb-oX0+j|1Kpct7C%fe!#44}2i-LBIzCPXImycp~tjz=r`J4txagk-#4Z
zJ_`6~;A4P40emd*aloGhJ|6f4;1hvQ0zMh|6yQ^VPXj(3_*1}V0Dl_zOyJJ|p9Oq2
z@HxQe0)H0xbHL{TpAY<b;4c7Q0Q^PZ3xO{Jz8LsRz?T4D3jAf@%YeTEd^zw}fxiZP
z1@PB_uLQmd_-f#5fUgC<4)`0u*8_hO_y*u_0pAGxZQz@LZwCGj@OOc~2mF2DTY!H6
zd@Jy6z_$bc5cm$@JAr=$d>8QDz&{4Q2l!s#p8)?9_-DXB2fh#Ze&7dy9|Zmd@I$~4
z13v=%DDY#zzXX09_*cMB0RI~JN#Lh|p9cO7@H4>A0zU`*Jn##^F9N>={9E9cfqw`5
zd*D9+zXJS6;8%hF1pH^<zW~1m{8!+=0lyCXci=aG{{j3@;5UK)1^gE9+rUF#=r`B@
zQ-ykhx&9A440syg{`<A;^vv~tkWUXh1MrN%GXeMC_vPA?8RWA7&kFo*;Mss@2c84?
zJ;43<t-1NS7vysR_uuE{>iF+-bMC*-&3QghKR@vMfENH>5O^Wrg@G3V9uC}p|DK!Q
z`$67+U!Tht2l*1fO9C$iyfkqC{eiAMWkJ3i@bbVb0Ivu<0(d3hm4R0QUKMyX;MIZG
z0A3Tg|9(r?&;I)@o%`>%bp9ZyUkCU@!0Q692fRM;2EZeMHw4}Y_`|>(18)MnDez{%
zn*(nFye05fz*_@v1H3KpcEH;M?*RM};2nWK3fzC+uN$}i`+lAK@B4M$1=Q~f+<%|2
ztK+{<*m-wQCmMJU;4#2^0{7pC?Ap@{<a-0}13V6RU*P?K_Xj=zcs%fdzy|>z3_Jn&
z5a5ZxhXNl4d^qqCz()dq9QY{Uqk)eB{si!`z{df968L!F6M#<yJ_-0_;8TE41wIY<
zbl^_`p8@=7;4^_g1AG?n*}&%jp9}n1;Lib{2Yf#8=YhWfd;#zmfiDEU2>4>)F9BZy
zd@1mkfiDC83h?E?Uj_ae@D;#c2fh;cD&VVuuK~Um_&VTk0ACOMP2d}VzXg0F@V9|)
z0=^meJHX!s{vPo6fo}o+0r0KBw*lV{{6pY7fbRtU5%68WcLV<z_#WVUfqw%0Q{bNg
z{~Y)};QN6e0Dcho7r+kzKMec`@T0(w0sj*Cao}G8KLPw};3t8f0)86!H^9#TKMVXE
z@bkbg0KW+Q67X+<Uk3gi@b7{D0Q?H@AAw&5{uA(@f&T*h8t`9%{|5Xz@ZW*o0R9K?
zKY`x_{ul6Dz;6Q&{f2&X{XexmA5D2P*Z+Zs0rx*wXlt7H|ATxw;OT*90G<)J|9M8&
z9{=-<&NG8LS%7B+?td=Q)z1d<*@63?qjYud0r{N3?**O<cy8eS=Qmw@{LgPX&j;${
z2Yw%L|MQ-%enF5g1iUctBEZ9e7X|Kr{?xUz7|0g~UIKVY;H7|<2JU|z*0r-N$d?0N
z9(V=d6@mMo!*%Vc1oHmpb6wv5e6Dl<^SREef%?^f*8pA<crD-$0Iv=FLEv?O`=2j%
z^II3>{m&P>e0`8_06Y?SL*R{oKMcGv@Fu{U0&fPqIq(+1TLNzdyfyGPz}o`%KgaEs
zm;X6#=N&+uM}T(({wVOrfOi7k8F&}q{^!lzeEFX@cOC`mbO#;{ya(_Y;5~uI0`CR9
zH}F2d<AC=C-Vb<x-~)ii10M){5b(jk6Mzo^o(Oy>@L|A*10Ml=B=E<9j{-g#_!!_%
z03Qo{9PlTBj|V;h_(b57fKLWK1^86p(|}J0{uJ;Tz@G*_6ZkX0X91rLd=Burz@G*F
z9PoL-=L3Hp_zS=n0DlqqLg0&lF9!Y+@Fl>P0)H9!GT^TOUk?0L;I9E+0sM8~D}k>9
zz8d%%;A?@e1O5i^^}yc*z5)1Kz&8Sa8~7&Rn}NRr{9WMh0e>I(7T_NM-wJ#i@a@1q
z1il0KPT(H_-vxX(@Q;D-0lpXbC%``i{u%Jkf$sypANT>_2Z4V9{1EWNz>few3j7%G
zFM%Hi{uS^Oz`q8568I_Lr-6S1{0#83z|R3c5Bvh~i@+}d{}%XV;NJoN9{3NyuK@oM
z_*LLP0sk5JFTk$>{}uRez^?=U9rz94e*pgz_)Xw{0lx+OHgIz(KE%yj{|D}W-;_JQ
z4g>i#z|#Ux2RuFS48Su2&jkD~;F*DE0iG53-N3T}&ko%GUN6`G_kes(;Qsf3xjMN(
zJ~!|@!2RzNbM^Cqe172f0WSc&An-!K3j;3#JRG?HJ!x)!?+5u}z>5Pf0o?x{HaA`W
zd)S<p26f5+FAKaJ@bbVb0Ivw#|Gqfa{z@QU8F&@oRe@InULAN1;5C8Q0{#H-+Q1(K
zUI+L?!0Q692fRLT|9kx0@`?ochQJ#Ee;9aU;7x!x1>OvJbKot2w*=k_cx&KofcxKz
z==!-G$hQaH0r(@pI|6?c_+!930q+dF3-GSMy8({^-W_-}@E*YZ@1Jzb#sB_E=dqwp
zFW|j__W>RUyf5&6!21LDzdzH>S3JlM1U?A(VBiVBhX79mJ{0&c;KPBB06r4<<G@D&
z9}RpA@F#$e1wIb=lfcIVp8$L!@JYZY1D^tXD)4E*rvrZq_zd7r1D^@}8Q`;k&jvmR
z_*~%60)GzpJmB+zKM(u`;0u7i2z(*%MZgyWe+l>!;7ftO415{zSAZ`E{wna-fUf}l
zI`EaiR{>uQd=2omz}EqP1NeI2Zvx){{4L-cfxiuW6Y$Nz-vRzE@b`ef4}1&o4}fn4
zz76<x;2#3t0emO$kAUw2z8m<*!1n;(3;Yw{p9233_~*d)0pAb&0PusrzW{y+_+j8j
zfFA{Z4EUG8j|2Y-_zB=&13wA;6!6o)zX5&*_*vlRfS(6`0r*AWmw<l@{4((GfPWAC
z2jEwL{|Njl@SlMH4Ez`1*MR>D{5Rm&f&UKt2Jk;TkFOsD;X$f2_Wa4-(zzeOJo41)
zx!G45&&KzY|9B7N_mQX3Iyv}BN6FKw-_3rSJe_)3_EZgQJJYL|VlP9U!SfE}8P)S~
zJ^}bM<e4;|o%8F+?^4gtzSnrDen=B(+v(>Ek!R65(*Ek?S=FU~+K}Jvc|Y=O>RGux
z6UeixS72XEevjwxkl(9bne(T}bF24Y&(P4$S6=m^>_y4*tCwW2L0&*z+SA5(ks#^s
zUrRpDc&Ppy1nNv9FQoO0^K@S(FQP8f-C?{)ko5PpWx8iUK20M#zeTl<)GtO}OuZRT
zw~p~5LDJtJm->$w&td-V@bm)iBQVmQzM#$o@)BCVIM-iDUP`?m`zGT>f~3EPF4H|g
z`54Vda=y^RcE0>NwaCk8UZ&f@c&O#l7x*i{&jK&dICTB8z#lXo9+cO1%J`2aujqOH
zjIRH4gt-nV&HXUh<n3}v=?mFwbG|m`-(nxZ-kkjqO}COxSGErsn%H*sR-eWB3gmu1
z#<*>dZ22njC#Hr|K33~U{l(;c)g!q6Ve<a!l26w(bp3qnHPX5Q)p@$Lfp=pcl+NYb
zbAFTYP~&7L@YH6-36+mD9v;MN`-k#;Jq_{;C_hN^GHx$|d~vhjLQS`qaohhZGPnuK
zJF%W&-<jU|S#HlpP^U<X(DkE$zi2!>NYM5_%Juh?C#uW-D`QKWAEqwL_aX9;>M|Zi
z8n^S+?JigNF`kd-*f;YIrvp#-Bjcg^Crv9?=N0}+Kog@|fA&Fty5HqEVKV#F6u#7W
zsQPC(Kcl*<v(Nnq>a}*$ee_ia?bx4XZ&cGk0rt1pd)?<?HILJ;+1v706iUC{V$V_3
z<umg7U963p?tMI<O7J*u%|5xj%eQ48#eU`u=T+Q~U?%$&{wiSkCg^qS)l#%)Kl_Ip
zT!GYF|1A6EHO^OY{jj#Komua3Am1!dntf+Z=lwX}n7t?Wo7r5@tv7o*?zisjlh}{n
z>mY*L^NQqUV5WADf5={u^DDW|*X;T7I_Sxs+AL5zKA&Kp%3g|H{=`o{o^B80**KH@
z$IHM^0KW{pWP8`1V-;NW);u1jvUjQBoQGrZE_-AN=LI=`mHpB8ofqf!XErNZsP;E8
zZu=oMFP8@HX~9<ZUY8woWKaKy%YS~t!ME)B*r%6qAn)vH&3<dG^D3N=Vc+?dgHr4x
z*ek8OGyfEOkJ8R%y?EPrsQJ3zG&q!30REWq@E}^ZV=_KpBOj%14kzgLt8v?Jy||s#
z*)y08X{hNoF>dpbZ@6Gr&d+8qS=m7s9?$#OCsuWyo;}B7ww+b9J%zYVMc^&Tt9kkU
zz^5Az)&7quKSt{e;_0UCWZN@VU6x}l@+Z|_;rt--3F@*MziQm}&)S+U_$B9$vrnz%
z;8XT&okO=XuW?(a{R1v&c9(Q(!M=pODX%Z%jfV%5v_0iGznOfB=iif0Q!mN+nq6$2
zr`5Bwk076^zL$MB`BUn0zLVArjPRg_x-8$)z*~{m^74tmUodX_=W-p_5c%ey?UbLT
zb@FpN{~&)>y+8Xy-E2GOs7JDoFmCHlt?NL(Ip{EZ{4M7>IDegeTnf({<?58K?}GBp
z7bDp-@C5JYI<wi!rtmfFt=U`i_V9@D@L*mVe!Bi8woKjKbW`RlvoA5{ZT1$$<0q=S
zt+PPunAMhU^Nrhn2zWzsEu-_d*{_-XlD(PDEZx5C?(&TvcfZSVNV90?sYg36;C=-0
z><MQ1*xLa<zFNQ@8S7k*D|WKC?BiUvpFgwLAM9L?D+-$dY1`k_?62%i-pSpR-EQyg
zP4@5o*b8$zdA5V6+21td-QK#>|3R>pJqNd6{5X3>vwgKU+3(+E?_;(H_SPh|`&l5y
zwR1AJXQkud0rt^myJc@Z-H#xK{WQDm_n&6(!3$9K`+L}*O>hNdzg*T7wEdH3lyliH
zN3#!$b1t9ISim0sf%BSS?&tgLA8?%pj)SUZ`PuqquQ}lE2qv+&9pGH9Fn+*ZnpaR+
zzTX=UwLSj@_#a&7+)!6v_D2u&a_y-*!ny2^o-`gF)K23x(7!nNGVmSbb-esJ;Awl?
z`U^EL`<;g5i`7eU1ICaqQGbQ~ZR55-`||jd{mT#Rkz-s?_AkZFdSdh0o^USvi*Cll
zgO|0w>@Vh%zvB7l<gcoi<n|Oa<0Cv+sV@7A?&K@f&9JB2Qu4a$h1mB1|B1Z5m(SbR
zPS^K(#_jxedeRk^{X&1ruhKfQUsyrDPF?m3SIO6?M{+yMnhk}m|ND3cvR|0NzF?wr
z+0OsSK4P--`?*dgGokPxQtRhtFABUic_YoY;(R;u=hbJiPXYPG<c&2yg!7*nFA}WJ
z#J>izd@q4~ZnNHo2Tirk0e<3W^5*I?UyFc$VBGfSLhc{#*5IV^BEdSZJ%4e&+Ouwg
z@=9c-_|SFQvKO4<^3AxN3Bc#D_vL(X&cDe%i(S6y>@<6?Z(WdgGr@1{*LVlmER}ow
z?t!kIUADX5<$R}v@le~ha>m1h_1d2@Zl{uOQs>n>xJceoUGjCz1}8k&qF$5dYc08-
zPiyw0cDXd2>4F`2KULj$c<_$ak@_<^Kascd@`;*Fl>bok(w`a4ekeTHp<bBV(~*3a
zdOr5`<U7^P?u>4Cn*kgie5@YMKESwb|GT_gOt;YOZT4L2-R}c=zCL5$e8~B4?niKr
zeF?8vrP!+{y83(B`|*CTAA9M`F8BcF$Fa{_>wr&(g1PK}&Ub#2$H`r0zm<)joBT%?
z;M0M>4?GxV`|YsyTMM2@L-Nz=(*IM*Ppb3bOR(2?sCM2p-1X0wFSx=PdA^Dn50x(q
zyb9Mjv%u9U%I$1#JUlp~?a9SH59HrwPxqn=7UO(Ya~xpDNlNd<UY7F(IscUL@ZhXY
zSB_&p=X_Jn=jZ%yls~WeGVC=*y6N^xk?(FiJh<rPU*`OH&d=dGM=1ZT=4JdBc-+;`
zxzGh4;JiI94-YPT`DZxan)78j|2F$*_IkV=zoa_fX&vc@`$oCxj(^=1*uiybv#(s^
zAUk^(_WkVn*r%|+{Dy;v*w?VX&-t9}``E9nbI^hPBKz|xrklYWKiTE}DX))}IG>+=
z^hyVf*{idEu*d;#7K1MA%@;f0#Q7=gwO?{z4g=`6kv$E24ffOQE7<e1r!vQLww)<G
zoP8(fWxF~G_#yVooUhOIGnyTTt)J5Cu$Nupg0kHk&i)9yv~w=-b?gb8mv)AYb<<7h
z9oe7f{3<v3U<UB*?2$`dQ0D6!;Hk#B=}zXn%vTZP;X!L1&*gc#6^&;PZijuG!$Ai2
z2IRMRs~_lJvVW9aa`JN!`R%a%Tt_A}h5b+pU(9|ig}=>ynqBJeW51NbFR@=u;i;c=
z^Cf?JUg{KK&u~vbH}Sgc*;06S<Ds_ay@9`E+>W<Zue$o}+>hWY$X^G3lj{V_U4a;`
z(|Ei+Zd~IXH+C}~s+|jgzhT_AGiCjo>^*t9&3L-^OmO*>UYh+4&dd0($9{ypAlK=_
zevQ2n`)cDwg6-aX?E?8+6J2|Xb3aR+p2mv=?|F4bgZy6Oq5AEtadZ5pbspe$-lF>7
zspnzOGbwbP`+?UqZjM*Aj?`~!yhw0KUF!EWZkN|Bo?kg0m=1g;d(PKf11oSl_X5An
z9?5z6X6M|Kd7SY6t|-^347?Tl{haU0`N_byu&3Oge$C!!r7KX4>)ZsM-<-GD{_*x}
z>^r$mJ+AYZ@$leE8vZpfhmmv}NdA+$99K`^I_Y?WE!)+l>=oG`PUY%+NOgYEIwiUO
zG2@}e+bOOyVzmnv<~qStH(x1V*DK6E=d{a5bNwd9!-H!&UD<!l;e5*D^X2R*j}tbt
zr+hu=6ZVv^`<!G?`8vx_?2Gxhr4_d`-845}DLp@X%Hy2M>?vQD8O5IRIBF?-%GX=p
zVo!N~^ojBC;5Y5J;@r+W(?c(>g2wH5o4mmVYjeH|`^=3F%waj*T7Z0v@$jInPFI%K
zYVtqSYjT||Ple7uV%)YT<?F(6#zT#_K~(22tv`zEFCq`p@~^sHd_o@P`6=Uey6N6_
z&$ySL_#69u?6M!sIm6`#vA>hrJ)tc7<L|iNi*cPu<KaPCovs`|&n8c=F8S}dPHC=F
zlIx^-+D*4@3crti3A=pbRTbmmK}N6sGn}vZzAG&CUt@n_i}PhX-95%b_5WSw0NeIk
zsVr_qe~8!jvh01bI@rf`TClIk?p(I3@$9#*yWm#NPiB97r-MRa?&nMFAN=lq-@*CK
z><e}~kZ<xj$Ugpt^XEAKJ$u=`4&)n%(m&(oE6*Qy=EK>~ed=76V}15pDLh8%eCG1~
zxPP8tpZK}+f$Yz-*FE4|-iP%ud%-`Q*K$9CbH>g4Fm?HsW{;R<J&U@ub1eDYp4;mq
z;X!uw0$iuuZ0kAH%dih6&#5l?4~*OKu=cPE_Tu~z_Ro3w=4StqJ?9Yz($26su1<OO
zTHHVRjE4ugbh@&g>CO2*M_rwTygrU)PjlS4d}GlZs*^|S6yx@sA#bnSldSAz=i2FZ
zP#?e^OWsjk`ezpK_sH{k)6Ma$tzST0&Nr7CxBa>KYd1mphWAaBFQj>Ce>yX;!-FE~
z;oQ!4#%-MyryP9C-kbf}X$SI+Gc(xFoOLeWwDK1Fi3`pjbw7fA>{Tv0D9ZjL`=jhx
zc)8p)&$Z`+%Pv@v^AYS<*jKW*V1NEQ2eRE5!2TQi5YA6$@B6(2GtB6Aoc$(ya~@Zz
z=i7b@*M5`!9BAD3TjMM4`44lQXW3`5N3nm;ewAI0KeIgV>a4!%f|8GB&-{~f`R2F@
z#?AXzwLOiwo%=Zd_Af49lc)P5`&IS_*fYOi>y*(tvc7a8FQ;CI>#rrRpf2m<pX3qh
zGOijgu=T5`NAPr)l2=lf_2OIdZMwclzSfJO_b(3_xBY+Nx+|QU>p#lA_74ZO*oU!S
zVz0(NoBh#09Y~$k>`T}`;`|x*UN;>)$ew$lYtPT@4cMEqSNqGsZT5-mb8b0U!@h>S
z{{61whq8anzL|YJ`wjNGT=*UK?2BA`{z%~^*xw3VeY1I|TOIbuRCjti_CxHlT;hRG
zV^7C#+^fv>Uje?Ay%y)quXH;B{093m&adEnlf`a+Q~C?+<HFp0$#@Q4vg5Owj>G(1
zrviB`&%2X9q%Qri(6}9kAEa^h9}07YaxAg+YimA|>o*{mcN+(Rc!F_TCuKXoq<lTC
z(~j%hz0~DzrFYYPjr{}T=5<NUOFMt({HqyUJ_qNUy&QV|YHK_^Xry)8bAB>;WA)nX
z-;p;}&(2<NnXS`Iy+8YC<92>Gb9>}`a0%sGXkO;`5P2(gX-~RWZ2dOs(w;c-_Uh7}
zE#&Rg3v+w2EqCoX#xHa%bKMkFXCHl+gWH_%XgoZ4EDiq}Wac|PIA8s4mv6y7fqf!-
zQ}$QbKW9JA)7@=6n-ov>b06o^=5Rr?`K8-c_QmYCxMg`?4PB=Q@UF(q@l0Bo<lTH{
zEXXeaeg=5B8K|M=t1R$1<3)m1nWQ~(J~G<49X}~QS2BzJUH-gDaem?}#>0b7y1ZmN
zzZv+aT<0{`X~lKU1HZ*yv7lQn_i(<v*+AKLMyBx2?2o4K$?W~v$8epE?3dX)@)A00
zJUn<rmsexXSAE_3qw3AsCy{qjm-Qu`IiLy;x~j|iGJ?E|dSR~ft#LbFDfd%pRynUz
z#r4B29?$jI`xbLhC%r2)n7wv2=LwwO#D0n2cqRRR_i9&vMOhbI9Omjo8V?V;X*+vz
zJLhwLZzY$P{r+$4L1pLLIiJhyh{J>KT1Wb4zHvLhA98*a=igy(RMFL0>V5=2u-D+}
z&gT3*Yi<1=TE7^3tZ`d^Eq?%|EBhkK_tboU_Upz&tw+_@h4x{<Hy95OdTD)`-y&~V
z@1ri`VH|m!dN*#*De`{mh1nlm@8&CW4c9RX*=GYk&%T25Cpe$yP40ib0GT1Rd!RG>
zphm9#gPfnjKCz~A8E;$I_cn1}+x-YKZgBO(xlT*2)0_Rnx-R$ukGGfE*K+<*&ZmFN
z)k(+gEX`hyy(0S@_73dhB3*qMKhGEswS0e(`uv6z87C1NL+5)Nx8tfO=ilV{J;#2o
zyMv<Kp4-NY1WPmVulhcs``>nTGDN$41r9vKp0fV??73RFJRjx;*Vu!u&WrPMti8$A
zpV`@Yd#*o#J!ebj;k?~g!CpMdd5rrJ++eT4bvkgJE}LEbY8_m#4etpSvY+96H0RTq
z18LiDkzHI~mSY5aJi9E%ZtPPZbNO}dN3e)}I`{KqT>rH3BEd^uKmWn`l*{GbcSHAo
zMfMuJTx5UOjJ;cm<rQzdNU+G8?ktesz&<lY{UgT1gD&3w^ak+z-gE7Li|dT%eyC%-
zNbsW9o+!>g-rsd(R~{$xK%LF()q1#mGp>Ie_)YfloR@wp_`YlB3iet&hppNFh;#Mj
z{Ztd#TXQ>0@pQjrKN|1yyxRy0ZL$3}LbsDGINytWf_gsoRpd{qcVhq1xE-IF2D$o&
z*fV`#>vz-TlApb;@le~7D3E`Ryt~%P%5^et4PB?D@$eu<^O2liNIp&5FLlyvv-#=j
zvVL_UpQ7HH>#QU9KL>h*e5U55Khtct_5IJEmLZ>~d1+67@@Lh{@pPXfpX2#9^5@m-
zaK6BYcDl3F`>;17kJJ8<>ApzbS3QFB2gw&`9r2sw{^wiE?Xc5bta<5&Sn_zSKa}gQ
zH6Cg_{0h9mPFsJ4*6+-9<{A%G=L^a&(Y*9$hL3EWmFh>hPH*zn>arfqC10!FmGj%l
zN9cS>e+Ij3{Wml({Z`3%sCEva{07a}<ochJZ&d%1y})i;f0Ozc_9w{SQJ3q|+sNNj
zm;S#+zD2zY*D3k2t-n=Wmg6w;ZR+8i-$A}zy$yS|J)!5fE%4`zn{liCDcg<D$v@Ki
z;#v3F{2a|k@^l|2-=le1E(^%_s>}NR75Q%UXs(n06I=f?by+TB$oHw|P3@j=l-&Ou
z&0U|`I$vmB`m+(a|Gw+T$-mOPwEtuBFV$r{+t+o%gQK2T`^@^+>Z5qRmXIG-m+iw>
z<fqhSy?F3*Tjz|r^uvqf=hS6<{y=^~UB+jdeYVaebs3-Y$S<qQ_&iGfy?P67f64u}
z&JXG`4o8q*QI~P}F}eS~{WJ$`ou4%?<LY5@|9$%t$bZwkESE3IudB<rDsa%&zostZ
zsyq1~>e8Pdk>6C8aTWfBt#eCV^7F_y==hiR+-r8k;lW#;HznVwF2^Tdkf%?_-5V6(
zI}abWb^QE(^0b=Il*&C}lo>Fg-q(GQJcH(?pX(pB`S-Lv;(N(6dHDjzLg$y0`|nG?
z*9^$;Agk8N!SgkPJhOT%d*0(Vzg62K{W*)=e_h}k@@!hCIoGNAm93LQ{Q~<N<T=$P
zU-X2{@A0PFk9@D^ACZ5eUWn`8^R=zxdo=lHnvdZ8THt>IZ+z0$_v<`IzEA6y;`#@G
zXE|l-9MF6_&i4bp2Y89oq3cW{|3d4_cH<E6qTkp$em(*CcJjks{d8w+oule9ej1P;
zQ_mN;+dSakk{|c-?atczzHcEv;pNMnvw7bak^Aq%KSf?Z$EUQj?0H+Kkh+YYDDo2O
z1$e$*A@|=`e}TM|<_mJZ?1j+B30;8CFmAU0I=|A-+sLna{xiA%eys;C+B#*@aWnLD
zuM5fj_bGi#UQY8vdAry0lCAT*PFJ>LyU8nPUOeNsq4VR(|Ij+Joj*%nS?kDltl4E-
zCqg}zXJilgO|2vSlk+>9zwLQ<^3-XiA0$7Ayo%PB>0T$Vs@|8MIN*C*zq<NF_Or%A
z9rqUh!RBjfJ`d+-kk?X|?c|T-{`)}MUI|@)f^qZum)4Q-wwJt)y7Y5}A8o#_y19%)
zxB2At)ulb@uG;*4UcYrEkJP*z&t(6}<{PPB;QAxT8><gt|BL*7tuO0i^`C7W-v^Ty
z(|mERvl94O;P?Gv>-%*&keBf4PXN9i_$lC7uG#4})qV))_ID$1t}gqRr^(x>%kkuh
zUu_-#eFeM7+i70b$Naz9d<S)z?qK7g#_cnd@2L6W+|KjlkE%D8_FuR4JE_lS|AxGa
zdR6v^f4BK=>N4I|8xPf<uPNVM^W(WrgB!Mv|N3$Qc~8wtKdd0Hq02Xt>l`KTqj}jr
z6#m23k5iZ9-j3wG)T6o1)8zi^+8>Y)(7d$gH*){=>k@z3=?>Psv?qZ)L0#IjihQ7Y
zYi`e3@;W-dQm4#KTYsqLr9TtNhpWr}?lbZRUY&dXvUNskUg~rrAEhqS-9SD@y(YKw
zu3NUwSoQl-y9YXxKdCP5d6Rs+y425j+t!(&F8L?OC#p;S7xF3U?YTXXK`K*cl6pJ#
z`Q+2oYqRG~W%Ey|H)J14K2u%h_bT};^^3fpjY@6n%vG0mZYQ6kF7s8?yx$@`=<h9;
z0ptTb-$Nd+UP#(+-dAD156$y9@<HlyT(lW@`n0x=pMM1Sa`FVNFWbGdz>B1_^%FHO
z%jHSn-vF<dK6IU><ioVS99RDgyn%UNh54Q|FaIp?^W^?@>9Xei5aGe&T1S?9Kk`xP
z`FMG41AebLQ4J5qc=;!R|3E(0%SV~_VVL#N^8@7mb@F>N+x&|<KBb*K$rq{1_<4bR
zxw?$!)8vzMy7_s28<_VuhX=1|UVH+%pT9uvU*CSfydOF|cwOrh=lYY$XL!@yPQFI-
zGTpC0K9_laNqDeI^KH3)8}fDPpYr-Xi+rX|SH{~1<m)xxi0g!9v-LNq4`P3q+`k?^
zlzhHde>L#4<o@;WEav^<;lbNF-5xyMI^+wrzVy!o@^>{a{u;=CPrh06(r*zt>~!B(
zmwtPk+`kV0Ci!x0kM!p+<S(n2<MtQ7$JT#EUDmt7<bItu$zRp{D6W$?r>*m$w$m&=
zx{W2@sot6MXURWMZ^T~dUR!6EdN_L``EK>%>~E9rQGbH{d-6}!C$pEyW$VAG?U(r-
zLB3z}LpZ;m+`n#LCbz9~Q1db#637p!%kjy(<VV!oaQ(D-QiVL;%WXV7IHvi^obL(p
z3Bbow9sl)(1LViGz8rJjm)B1Bg!)pRZXfcK>e@f#r`63crdyVLw$2%K>7Tmf=hU-v
z{X}yA^@tD2&ud=VnKi$yzeAU!tY2Noztz0>6p%kmeo^yvxIIPhv-Lmn>c^0Or+GP^
ze~a9Iec>AU51KE|^-G)gdxZy|YJC}pPmuqldFkh`$^F+U9y0IK3J-qKyg3c0+f?#j
z)n)vAL4IAmI_I+$vUPq}m*c=h@;}szbAC6u|N2Og!nV!<oiFMCIPzOsM|>8@A0xl1
zdD$KoE@JBk>A4w!Y!CaB`>(&eMxI*pjrfT-$kV9Hexzx*t?$2XGKu_z&X;Ug_W;jQ
z)YeI-^<{fFjQks|Bg=gkc_z)vaxZeft>eEgGnPEF=4JibL!MP#wm&(G**e+OW&6{E
zJcqiBlQ+rz*L~6yw{>!AUe?F9<hj&kyRno!kGjlP<`T9}K6Tk{G$;384_ZWipXOz{
z-;-a}{*-a`U`boQu;#`4k^A}g$qQ;;wgXv8**gB~N3F@_T|z-1+ksce{nvvolHafO
zWj!if+Sb3J?U(T|oV=vwrQg0J_g`14Q^wXQt$EoFOeZg^F3a~Ad3kl&4&*6o>r_ye
z?Z8;_2z6=yVe*^WetA8sQaM|vvgRA`dbgcC(Dhp8w`6&nPv!Zm<f%PBP9CP-i0emI
zuyuT2OI};slY{d&$!n?4;{Dguinh*!>T*1vA;P-6%P$B_jBa0$*Y)zXE7^Q{ZKoXP
zzd`Q5URJoW&DYa9vR<zsZ=ik`w?Bt@|7&>Qzm6759;tbm-=E1Fdj3RJTc?q_oTq0q
z@0Se^?$-9p@)}9rSo1PYPLVfN@51eDW8QCSwm(`&u6Mmo-dyw2&Vn^;zJ>Z5T<2Z#
zR_aoxY)zYQqi*&QbhGcvG@lDrZ^fRimi6}Pa^BsQ{1J6o?w^t8()LR~6nMba$*nH=
z{=nZO&+Fxj)V6hepF*DB%U=iH`$1c$u;!(m%gKwVOFM4>Z&AnADeC3l0bcAOn=j_&
z=L64J*XBEV{oIk<f4ycixqPd75XgEFQP0-#U$2=*-c{>MKV+$I^PSaY{EQ=yQXkFZ
zBu@jI_g~-XL>{eq8Mhyj_wc+_q^;A_^JmCoJpY|MR=p>;=kbQNPH%OY?gjEb>au)$
zH?sM@>XJW1-cMcf9Uiv%0qU}ySxX+TE_KQ_w)ugczfL|#UA8A>o7jA!y7d1n@&wO+
zBOj)o!2J;0)YciH{wVtg<d3V%eC29p^P@bEB_E?M`>FHfPpYry?R@*@w$21~nXfbC
zlhkE<72m?<r>IMNPLWSl-@@&Gy`{}hSC{Qo@mAJnsCVG}o8&XqGqLAyZSyU4eU$MZ
zN8ZZwZNPK4v2|K|`A2|1NB)eqXB4-mLt9&CzPilULGtI+<u5@FX=n2<sGsLLIoezI
zUl00={6)>n@mu!}Ht)Y4w2}NJ%}f6je8lD#smt;jOTNVO1LRB9<@hS1qph<{U9S7B
zCtt2!p64s?qc;DVx{Rxt<gcq=<Z<{Xx&L}l^kcS84_#hz+`F87jn)z01@f6X**dE<
zFa6n)+<#qZBKbPa%kl6h<o@eKsXE*G>os4T`=K0pKd=2m$Tw<U+CLBEPmpiWytF^O
zi=D3jI#eg}O`4bXFC!nQ?P<;J{EGY?%}e_;cD3~rH810;9r=5jm*u;Pe2e;JS-#}{
z>r;{4Y<>UrsYT=?yy>1N->UUxx(`IzI@{Id^`>d${_9!$$wzzj^L4j%KGHgJo-&Z!
zf1PVL`EJdB&;6M$+Sb{lF6+_5<e#X^dCKGDpQ_98=OOaX)n&O9=wa*oudfXt_g`Pz
zN$$UnRx`%d*{}8GczzxE0d-mK#d_NO(_X*LBtNKm>9^FeHt)Y)Hj@01=B3|`k{?l*
zerVmx);Xpw{jizbf8DJ_Z=3gDUz<k$tk?dp$e&Y}?PS?LwvO*($me_c^T1og**Y(H
z`K`bs`r7<r%}f6eCVxp?+PNEefqu5mQZN4$@EhdIy!?RvwvO-LkRR9OBF9%X2H3p+
z`pyXQuQXqS*O%ku{_8CF#@jkyYhJdK706Gi*Wx-o$WN<Fd*+g_(fN`(YskORd>O8@
zgZzy8Gwi`Y+n#gk6WAlkFR07)s7d6P)MY#HG5KZnDqQETLAL%Cb=jY`B>!Gr+8;;0
zQRhp>$u{zzH2)OW&obE75AnJWx&M021oB_Bj!gG8@?X`Z|Id;CrY`+oD8WwGfBmQd
z`E|`pKTjvWp)UP=jC`BU?;xJ9;zMlxKQ%A?IfVSSy7cEZ^1sw&zRr`U%D`pywT$}{
zZT&EHxenQlJgvI9>_E3&<muJ#=7MR5+B%<T`(=4GBF~_C*{?lEo=JTH*EvS+zaEr(
zn63Z0)|cxQHGy{~_g^R4K%QBrTQs$s@NeW<)ukUE7;dMVO<nqV3V9Co(%e7$$aAX8
z{-X2<TgQL>Vgz|E&CBvyMxIAq#@l&v|8<jWBW?Y>nwNIQkmpyI?a~|MKWcx<`Q4Ym
zQ$KF&`>%IIlNZqXay{o|@<Qs;pI69>s5j>2-gcC&UsPR=!?%zZQ<wLFWEpMq{_74M
z$V+Hm`g1gSDRo(|-zP7vF8%xmx&Jyykui3<Wi&7AbwBcQ>at$HPhLS?*5Axe*gBQf
zWqEZWk5HHPPb9CZo{jr$7kPDc>F2PqwtfcP4#@ga5_k*pOq!Q*yMnx?)|d6=3i$)-
zGTmz9>~tSgm-(7R{*bz?FZ;>ssmpZBKWXdu*ZIeiH_*KF&l>WE>arYvCih=oC_LWQ
zZ=`u?=P>fd>axD<A}_A}BkRl0zza^W^-F4A=4%{zQ>`!S%TDs<>e8S0Otf`csyF84
z{y2GSby;67k+)Ts_2q#{woVmoPgbt8iM*=1yw9-uWSjSW6M1#bOP$nHY`%tiZLa?S
z@I><V+Rj#-52o5WkElyOCz3y^UWW6#$sg3|=3{?&nyu4G^Of1p8kcoPCTV{bn{M;|
z>jE>$>uG(to|)?@oA09aWgNzlcT=y=6S+n1zb?>chOHB&`G+|F7kRXLHTIcL+k9hf
zkDNzbBahL1an9G6Y4g3*hq8|&@1rjLmh~B%@2f7?54)20Q!mMNR*?JG;q%P0bp~i&
z#z}8-|N8K0@_5Zle}>Ptbq1+Rf36@OtS+w$l$vAn-L!vXy3dkFsmpcavU6>Ih}MyQ
zOCTSrZcb<Dmi1YhFRdfnncn2XH80EY2lA2XvK$9KXX}hom;V2pe6;6H=h^%d>QZMb
z`8aji4iuVi^ZxbK;pF2rFa5Kd{0W^e@hZ>TI%CzF@^YU6{2ciNt-przgI=(8CaFKn
z{dt>wih487cUWNa{`J^h<kK`S<1_7xHa}gxBG><re1^L8bG?N&KT}=mJZU`C_TdA{
zKco2)+|JUAY@O%SPqAMi_ph(6U2OBSwLfJ$c@cQwmu!Bn=4Jcb8TdT%1==37TG1`X
z5?g1Xy7a?ra{qelHS)!pm-VsAQd?(<dQP6-xz4qnQvW>pQq9YLt<lT2&N6iwx0}e9
zs~6?^_bs#e*VN^G9W$Nlbmjaa>=m2$ug4A|_pg_}<?>oz=J&A6tIPVHWx1{IU#Bfk
zzFPC;x&6b**Q(2L#k=JG_0Ql{TmKEsOM8lvzo{<m=}PWjcO6H*LG#j{Ph4JI&f~JZ
zW~ckMdP8o1EV+MObPM@r&CB(!TjcMm%l^0C3S0kub=lqyBj2Jf`?Z7QTh%3B;B{Na
zzaBe)e23;`oNOcC>W!0JD{USB`f5+|9h#T@&II5ull#|KuRGWFgmZtEUuCDeTV2+R
zLF9YX8*_dy`6ueKzLZ&Q>wKmz$9sdx{p+6>$^Gk@o!8hp`@A~a$o=bJx!2nK0nN+)
zq8Ir=bs4v7$q%W^xIIPgUkAHEeoFhl7WYHhb#}V`b+E4Fhqb=+=L_UVJwHnRrMhhM
z^Soi}f2A(#ODFQL)n$GclAlzU{@+3FU)MTGep>U=582k+>3*Xw+r8H0SG6Bxx^v0>
z>tLtJ&uX1M+;0WnwDr%c4`=T~eo<Z8vy9xoKDL|Ozdn{`gRSphAA5-WlGc~yGKu`M
zy3E%B^6%88KU2SD>-*QWN|67cd1-$P`4x5P&o$&%)n$8fg8XN7IUY#2G4%03QRC+Q
zoSN^!{n-oTR|5YIc*VCvPj@izt-#Z53SFnE@$leRZNF^i=aKu@>&}y3*SySc_-0!t
zlllVghgk9(>T(|U0{NewA0_`wUADLPy<_X&R+r@%OP(qtPtIiAZ83S6`gHbt-?eqp
zs>?X(NbX;M8&B?Ef7?l(PU}c}a=vHlXHb{%+>$(_x@-@hB+sHQ`NQOQsmpOxk@s!=
ztm@5pz6OwIQ<wZo^6cuezeu;m*11Pr`XQ3Mg!Z$vvmd#C-E0+kY0XQWZ^?6NeOcct
zePE}XOI_yoN%Gw4vc7L5_pgI}O`cctGTr;O+WPs_Wx2$W-={9?`-|iS)n$AhBrojw
zJ=<*kaCI4<oyqT4m+8JnUR+(q=UMWS>M}mNZnyPItIK@7Ox{5IS(eLwa{qeQy&u{-
zWweg8rw@5Kb?N`*<mJ_+{#WFc)FoeOhpk^xUB=s!<dxN%@%Y?NUR7Q4*>>7G)zoEt
z4kWLkF8RO6YpFNp`inlYb!w|izop-0-M>E5iM)>H3v!+H<PWOL{8rm->(o`3@w1-1
zzIu7CQ}$z<k5rfA>M7(gx*Vm>C*-l}GTn$hwoXH>Bki1KT#i+ElJw(q%0H}m>4y?~
zZ5{u*N*uX=-D4ejW340Y&-{t4(?q>HPkc3bGj-W-mig4?n|uB`c?)%!-$I|+d`ord
zpK0W+)uo?*A@{GJwEf)HX{&ju|2BC$^*-GGD*J4{qxxj_MdXjE%k}f~<ek-}&Y=Ca
zPFHm~-?>E|r7qjU=mR!CTbH{mud%=vk<an+7l2ndXzS0_d>Njv0l-(0M{7I#bH2?N
zwvK;&<K9Eo=WBiG=W*oEtIPF@%fQ<owsm53y3!A;$o=aN-;wv!yljV?AF*|Msmpbz
zBjo;dgT_Z~zK`Z*y5q=S*Y?Zya4GpJb;*B89;bC=dt2z3t=~^w`ll6ne|4!pf;?Vb
z>c2_uUk5l$?q3JE`%63Bfm%n}(~;aiuU}0*So5-<I!``CUB+#x<F@`#^~O9-CXo+U
zm+ko_@{#JYJ*oJWt+QSGQ<h^(;Qh({^ZKpiqqV;DbH)?4{^RPhA8AHDMqT#%Pm_;T
zm;5&Jaq2Q(Ili{_{qxxd<l{9j^EH-yqPq0wyX2GAWqI8o_s=T}pS07Rs(BeFZOQ%f
z%8BIu`QV4-)3lCkZ%>oYP=A}3Z^2V`y3eS~>j?G8=Xl<M+&{0JMgFYjrGJi)`{#Y>
zPuuCv)4a@Y19JboZ!GzI&C7MRkH}w8&&2a}?>Dyo0`>dYN0R&JM<0>DsCjuk^cMLd
zbs0bH&)E7esXxl~pC@1H`FZkX>T-Rx<k`^s{d&gD=Ylma)16HIs(MMD?m_aE>e<<|
zowIdTsmprQfPA%j1I|BAzCyhR`zCV#JnIJeTFuLRH8^jl>z}`jBVVU^*`EJO?w`L@
zzF_OD*Sw6Y(d7R5#T(=sG%w@oM{@uCqWnc$|1HhSxEfCWwz~BHe)7%gvfOiDvUT3|
zyf^v#>e4@J$hW9V{a?wqs>||?{MOdrp)SjJ68TPbS-$U)f21zU_gC`m>au*RUbgl9
z^OVQQcWYkSznk1Y{!jm%t@E+wW%-UJ->Y7N$JHO?`_xylFaF-v@y`qD{9xTbFIYi-
zK<h|<roUqIU#QD@=veZ@>au;lP9CW)`?a<|+B!$orT&}b{_*);S8cwr=A}*_^5g1q
zJb9h`gu1k|+fTO6Np)%GN93o~GxF;}(LdXK2le*cpU;z@QJ4LD>0fOAoO)Z%KTUo`
z{Um$EYc}s6PaYxnkN3*`YV%jMj*REY<iDuPcs@#gO}z<Ex7=^G&d=(F*~gIgQJ3|7
zBe{Rv^&|Q3nwRzEf$O&ZZ|bsq$CBSrm+j9E@;}uj|2z3jbvdqR{=2PzOI_BZ8RY))
z$yV~)nwRyc^bK1lmF(sMsne4@wYs$PCGx3SNBZXgc^b{j_)PbQt?wT{+)w_L){%Z2
zM?TZ@?c}pP|AjoQPFLDr{ZBhx|9D^sc{<I@arH~&8Pw%?Zx4AU&;KINtS;?;;HI5!
z7Ij&Uv&rvPm*sefJiF(G|FU)NQ4i<w*`M6s&n_d+sd-s1E|TX~m-V9PEn7dodK0eS
zlRTHYtQRkl7f_dezCiBpAB)|#^$TiV`nf%MVRh-Z=g5nwOTS$qFRCv6RwYPn>KF5T
z0(l8_>9>RA{{Aa-DqE+d=B3}-k(W`Iew#yHL0$Uo2zhCB>9?GzZT$%K(%jEe$v@Tc
zEbGx3;I+eSozFC1hU+{9{5W}Kovysz-6M^y<L@8SrL|sF^RirekyrD4H~E*^9?2I<
zXX{kgyzCd=B(JG1%QrH;&DT;d#`Cp{ypFnTe`=XO;9{<`sjuSvesX_*)FY$K*Vnv^
z+a2T=wEePt(`2&wi|X1=;1kKe)x7k>KJv@z(*GInvh{s$0DKJaP2}HeeK{|?0Q}y}
zcDjB(68I4E2HI~OxSvmu`}^^+<_~e2>yVn4`8`JN?|;i@wfToNFUw^RxxXJ=PTpAa
z<+wdL?zVNBs>}M@oV<m)EZ--{TdFtVIvdHGs~2X!K;Bwi+F2-@ovy#XYfs)r^D=&x
zkhfEp<NV{~9Xv0P-PZ4@9?R`{iu^J45$qXq*nDSo>Hp^BdDLZmE+)^bF8jM(z^{<|
z`-=+q*y(oFI?~Q1<WcI<&cZouK3ZMc*_*tqy0r6s@^b3Z&Wpfv+-vLm+vi8fW3-NJ
zPxg|>s<+_&Y?aH_@wcBx$$M*Fwm<Q?ZQkGRrOIQyw&vrxehu<Cb?JvU$o=hGBlATZ
z;eo$Ct|K3)b%t>LO8G+PUj&{ezs(QUI<mezN}ixD{lADjQC-@9l-ysxvYHPhn(r0V
zye!}P<ipiveVIu<Qays_Yd85Q&odTC9rE>#?8eRa2WnpCt2Ox(p3fm4t1jz%nu4~D
zKTf8RkJG&LL+U~{?~jug$R}!EmRHuoHt&yz$>jYsFa7g1@G3=YodI5cHt;Lt{`eUj
zZtM7d4ft?#fh#<i>`nJ1`BZh;?iIe@=BKO6a_K<+l)7wB-XVWlUA8A>i`hEQs7rso
zOztn2{N@jbg$Ls`--E|hQ{W@X{pEFqe74q+<?>(&TYs+Sv&o-Rm+^d%+;4y5lD5u#
z%}f7`C4XLB)}!~xUr?8RD^V(SP$W2_o`>hRG5HB~d9ARoak<Y?`Z0#`UwZlZ<h#|S
z{`<zw`!>~I;$mmWm#fQhONP>+^W}{f2|m-j)Nf3_-}CO|U#QEx3?aXwE_J4npYnVK
z`CiX=7&qTnsosp|>lFD$b(ya}K|XgGJ6~rsFYT;Ae%|v|#?9ZkP?!3B$hW9J!0maG
z{3CVAFC^cgF8NKyr43wyew;R5B-o?*BK%<5verLU&&^(#e4lzQ_FCiz)n&Wd)_ADt
zj-dQu&CB(Kr^t_~%jdOMlYgZy)7?dWQe9pjzeN6xx}2Y;FK6fLoVv8L5cx%Qx&HqU
z`DJy<cO?HoUD`94{HnUV4nD<rsD23g4jC99GiXqG^Dl_%)Go1kM9o2Qu`#j3<A%gW
z#SDxel9(_wCeb|9vSw6N@A#onF(XDauM`m#)ibtN^w9o^QT+$T^otrauzy_4$c9{@
za&&*A(TM{SqM{ReJFFJhJAPn7tSwZfshMW;h^jFId&agN7#E+|eqe|8jcPRPo9w|F
zaYGsmj89A$*uO!a=!EE)#Mp#}G07gUG?bp#E-@i4zIVfsZCfXQuv)LU5iN%fh)sx#
zX>QulKel1(n06JT%+s4kR2q^P9n-IQ+<>^mDBCoV$k;)NeMpkEFFr9kE`CVM*x}9N
z;!TleG3_F36-iVwb2K2jf867-4O=x&dYB)t);2b}XKX@5#ps?r8w?yUAT~acGL@oQ
zwu_3W#?-ohbWAKg)-b~KaO<`W+qZu#s!@lQ4ca$p)iTOXj_cKIH8kOWRZ`}lM(^0f
zN6Z}bbcLJ6jvUgkb-TpMLt+z~v}~7HJ<2Zbh=_<vJ)(!i#YCCGV7j|WOuNL0h#0e6
zq7oCL;}VB7iD}p_+WgnBVY|dC{bPp=Y0|D*lqLJa4ho)J)qX99_V1qzBB~FF9?_vm
zd}6gK^@c<a9NNPys-$?Oiam!8GUF;bG1e_-)6$`|7zQK@)znbE_@1p3V$HHokxn+Q
zOvzXpc9e_l$>XPoS+uSDw!UNOR;rc|+dnpXNUW<VS#Cq};Z}o#cT6_MPL*f8Dm|$|
zm4;@)*QERHM-GZ@_}><|KCNvtGkX7CI<iW`VgDi7jMhC@xPM~9|5iA8Ja+JZiSt6P
z-Xy+lbbRmFCUJ2M8}{hgKB_&fdETRa|I?!*M*OEo<3=Wbv{TFE&5Wo@TaIC|35juL
zIJF=6_d7j#nJPo<T8+C>R-lSahM3_S+dCn;f5V>1Mr9SV>7<Q^w-qx(Em_WN1ViU4
z+HFO$F%(gGm>vD?2f9&KzbdVm4M+Tkg-y#EJa6Q`d|uBUec>~?PihQFOo$)UBcUH}
z5$(z<TLAB||5mJ0MV{?8LkA|xI@mI0-&AUsII@3i&yERkW<L>8b-4XmFCig%B&}>_
z+?o~74f_AO(nZ`+tH#jyxcHuS%Z-Nu&s#(d*9fzGVxtHAPnr^<;y-9mrONe(#`RD9
zU$+XD{X0#Q)kgO_uAly|_B&O~af;dBCz@SXTzp(&oZVNO-v-7<MaTCvM=)ljnu8nr
zd&Ri8AnM`ft?JinZk{r<M^uw2*=^Nm6dRp5G$D3KgGvpD*;Th)V$IkQG3I!|Jh4Gl
zXKr0HW5-U+t)k|k<m-AwrPk4jed;CjHU}p0iII0aucAH3al2snK=nrEC}?29$P|G_
z(L)klC*JwM9m7~2YL{4*4u6`ob_;^n3Bx^O2M>*H(ymgJ-D_7ed+mnu9GWvemZ{k=
zAz@%bllWc(@0f4z(NNEgsA{^!^tS2Ao>V4O2`_X<rKBSu(2!68P{Eth9nDE9<mK+D
z7m;kqfdY5tE1QG3q=jvs(t|cm5fR2^oFyFsB`+__UncXvI7+MPj?&BzUEHSZfapO@
zl8=uX4a|7~9cP;ZBt612gT#)N#43ZL;}V)QvqL8$`MA+XU@4uZ8)9x0%k1e2m9#bW
zd*GiQpGH)Qs%KA4qWZ*{BXe0Y?GmdEi?!?4zdPhLop5Id^2(HA9pm*%=1<qT(6OYp
z{rxr8lx}63;x<v-2-o@E3QCL4uI5S2`KNu^plTDdc^lTSVf(0dHKNRsWM!VRc4qP|
zhqoGqXu&^xVzMrBTQ4`SNvm$sMk2(-?&zQY_?)Ea+}XgSC;ju8`#aA~nyy>L+9g)1
z9M!gmIp>PyGxI2WxMNSV|JA^4*uyOSCT-2RTy-t01?`zz+a6}=wrU^MijUy`$6K7F
zp=XAVo2`E}A7;p#J#thNdzcoNIFi;z-AX0f!bK$YUfh5|{hPF_8P&W;MDi`)|3B?W
zTCO^t{>_;-Z+2*<ug<GpM8&Aa=AuKCIa`ly(tJRKIUkRxA{T0Un$y|DSl+TH-?KDq
zNc~_2gIR}ZiMvfmL_}13a{?Y4Mcrk~HT|3Q>~<w(u{)b)PH)`mdPhT=_ozruZA*tB
zX6S`(NX3RtLp?i0<J>NZhIyr^rtPXknd5jnq$39<4eF|ib|#zrtCFT-%5@~7qB&<U
z2UAgl63u$)c4Nto5<)E!YNc6_ask53$iFO-G`2#n)Uva7&2mS7$@cDd?hyVTj{}lc
z@BjBgX75sy$3n7ol={}237JPeAhCTJ)y@q4n8b)7iFa-s_z=eKz5mh1;eR>dq$P&8
z?*HvjikF+|rO?}QGlRS$rCbTk!Dq;s;T5r=8Q*XfM9-yz3VouiU4JkAKiVSlX_{7Z
zYvCOyV01`e4_K4N>EDVcEiZ|;=03dh1dr<5&8c7izdRvn3jbhpZcg`-4wU~V8}t+v
zX}g?a|B!Mt$wv9kr~dPe`kl}JA8pqES<%0_VgGwY|Ldmx@0Ce5Fe*hoLT4;)Pyes3
z)bsI!IVIv!b}#>bGKpkGBcdYhg$CE`&}Tm8sKaGav`3hZZ9+daX;srA{~?{MSyg3{
zay)%!eS0|4+8&aa37Cy+ic_pRvvU2!L|f@b@XqGAO)fqs)AWDpf&W${SzmZ_hn@@O
zGve<Tu$KW^+pUD_sVI9bNvranL<bx#n>*TqPo)0tFr_U$cP*}#taJWVYmyC}JBFp3
znWU4u5NDwOVB!A9I>~0?pEe;`>%o!@Ib~grZrRFOfJR5?8vk~HBvr#p^&gFqzf&+-
zABP$yf2TxJU&~2+r~~tVvjKOf@9nBbd1vYPK=NNr$1U#va%7q8u>9Yg%>K<&cwHc7
z=arc3kUieKli*)nJ4k-^pEP{jhUwqTN2rtXWL*>TSX+<o&9>5>3I5G97VV3~|GNp8
zon8I^kGb=Jv#cog|AGRF2@`?=F`y`hy|Y>Uqp&+Gv%v1UvjSqc-krI-J1~iv*#IIa
z7%+k;f?xy#qF{W04^%`@P#+H!6wHDFF+2ow{8y*b-*Zm)Npol4+Yj+~>r_`)cUM<e
zcUPMQKuF<<;KuCbR$^*dlEiqWR+%w0JN;T0Kg+bp)AzKQi8Uiw5f86*&kgffU=5(w
z7~TqGzA9M?c<MrlOSnX3F8R($?GOHl?P{AdFFy3R_RtucB&;rekaCM8`l6RZ(yJEh
zURB1}^sB5+JzMNnNgai)S*@0^ZDIud7J-Pa>Y@&|SSQB>-%1KSbf`(OwuC-61{?8k
z%_t)<<tc>y)`Uj&xTNQFGCPLs(G{2qpPo3wkSFCg!p}-1qbKNpH~qw%;>w#OepA)Y
zh{=@yJ}6p_EF)n`yLJ7`oNV4@@hb7=NmoBal94H7Fa2k^8YR0gX>(Q}T%JW*cLjx|
zMKw;BoM>w$lcX51VY2{LldTF3tDpVeKyzPWa78W{T&aAK!vvAVg1MfVh}+1msk|l9
zviqT`(n@n~x(|ALjjWGwji}!&2X|0KefuiAmhAnwJ_zf*V7$Anog85OzwKw{2Gklm
zv-W(iP&K0pFDK3Ahf%H_wHe8IgT0N*yM`N_EAJN;A=_hQm@aFt(T5*ErR|0cJagc+
zPKPS<qqX0JSv<5|>$F?oikFSVq6O+;dmyq?pu%GP${kWWe&QP~&e_1E%ft?qIN9s1
zf5cHSXE}1VtA^3l7B|^vtoot&nYmrR%$zuj#Z7KdyQR*8v5Bp+8S7(|4GK{nWnv?I
zN##ozPn&TJgHC!fUFUqP*kVC^YPDMuEhh3^Qjj(}>7{~HRod5_KE`+qu3?(YZAFWM
zrP&2eW?E@dUQ$;vJ!$7%wW{kSxsYC(lu<nW2{e<DG5ukx^w>|8mKY+eS`A3oSR$7=
z^x0{1)1)&#Gq6FQMbL9f#~O@$q`a`cv6VrMn#WkAbWnvTMHBF9UAx5_p^QT^FF0*^
z-<U4GD@c@{>ma6x;CHok7UU98TPa;us97k_mla?F{fTb8o7j9A;5(-@NkbDYcFV@s
z8wcK!7M~3Vk;9!Wibs{p{1<yXq1b;6d6upU7#)k-;+xA=vhHwutUI=0%SL|!)%2L0
z-<jTn&$e(y*{yM{<RAo=lLhXR3M36K&-xS1dybLR8H4nMs3TS-M&D>L`yEC}Y$6Uc
zR(3uKACyR}LwE{blb^w}eA)88j%t?7%u~uoRq<Hq)}4X%=2Q$iSC(()>qH5aX1Q!2
zZH@RhYFdkzXR1*&+a>dUkf>JOqJ_CyR+KYfQe96__B89V>Nbw<&uZ_qnwq>(4^DH5
zrebsrloe)GRbT$=CMqlYy0mlkdU7l19?j>xTqr#=BJ-6fv)^vdp~UJnXDp_~98K)K
zLP}%~TWUA>;^LGU@aVA3P6|?#EZK`~THXTNg-S9&&4leXQ%d<o?N)_~n{WM43Rw>5
zE$?eIb?3~a+#C1O)l-@&b3R*+MHim3#N`ls<hdew&Wsmyq5K|PW(;R0RjG~)A+vE;
zI5`O68XF$hbiNsL_7tRL_Q7lctXijn536KLPXec{K>mZaT%&X+SyxPo=g=>AUItdl
zf6B#dd$`s(hp{kOs-VNh<ed8|UEsPb<8|V3YtG71kw)%o56BJF?QPp+M@^eD`v;#d
zWa|I)HoFPJRuCbh?dWYzH?0|`EPZV){oDM*CN_->=_`HdANtm9ksBFf-PBKhd@X9X
zCnl#`GRjm)tF7_|=>Kw&3|z7_7cbWz!JC(+#vp3x568EStyRNqcy#U7L9=fv10|iT
zVDV^oeACQkcRf>-oWv-7SX&(%Z;#2f(XlOKvW4MTMJYSmNomw3=Q=z7K4_mSF!W=~
z{b+8Xt82*q(?vS<f>Dh9ICYscxtLn_64wf&w9r&ye-h<L3+W41ZCP%$)xCIiqg%uq
zm){n&2PUT5E5~Lwj&?RpYb_1Rg{0UoLvnpR^Nr>;u};Q8<_F8HvpVvV7~`cQQn-p;
zE|i278`Wq@%VYXT8I@UJNZ;BrIoX{W5_VEz@{yKr!RGGv3}|(Rs~sy`H_iW~OoZx@
zN+8pK{4Ui9{9!(u96z|5kOd_=lH$vx>GltmkQM>AjkA^YKlvgT+ndR@f7+UR%1rV2
zAysT2ulHx`ocht4Vs|vZ$$YK$b<{3STDDXvML%i5+ncs;Z%bd2JU0@pm^r?^b-w9}
zb;sv&+coOD)RMhKr?AkeQtE#`vb|rveBt;uNq^8@*PWJ2>+|$odP(*(wE5Wf#?Hv7
zsZwj<xJk9s9#u(orU!=mmyV2YRQK(Vccwf*v+TGnBi)(y>dtEPaevjGLn1*{UZD_m
zYyPy{Pac{%Tz0Wtk=3uw+72asrSRgeYjh#2eutjbu&Z95MWC=a-}2RqlW*YT@ltF)
zUZA?U4$Or_3}JoZIY=6fq%kncP38hAy@X=XWM^u+tEuXz7Fy?Xcx=!;Ph}i(T9U2l
zx<hN>aA&4tdP{?^mkxC%J45K=b&Fr#3SXaAwX$7JeAnr1au+|EZfUFNBvx;ocW1r!
zA<g=<K_%&SH2B=PS$@{D-O%;}xjrskFx#$rl1LM-8yv|{Nwp<&)u?3Uifc#a>(&Bs
z4pj0Fu@91zMM8ecUl#|vKyhkkYEj#0&MZqBRNbZzYG(91gU%OBOp<XL;-h%ckff@b
zN_um3ld-5fHtFqj_3su;PE6J}wF@V=Om7w&WmfrY>1EPB!zNo#uDi6BOdmTkY4fG6
zpE$NVKHV=3IKRC}|Bp6A4cdrR*P@t6giI#g8JDk38MN34iw;YbaVn7CO?3vQm|8M2
zt#cIFR)YwV{BF&LW8{LD({O#`qI!_5s~6~H3l+UoveD@US#vX-C_a_mX35Ovsfle|
z@--|$>4_4z`i8blP08i{SofH(`i@mtwqHQ2EwxBkvvH&RQ>Xvy*A5Iz(w)$>Nsx~n
zf2}@~L{3r+ZjiKuRY-0Alpv|;b~2OcX^jH6l=)xVIev7aGc0HGkVnmSRbL}nj!n&=
zMux!oEMO|-NcTh*x~#gj63oB~itCgxUk%DZnFPDjrkhfet(KVQ)!pqgD%VZmXWe90
zDf#i<QVr^cVE$+Qu~mNV*F|HUnIXNjmxNB4j<iJc)r*NZcU}MGlanQ6RkJ!OA?lkD
zk#xE{wY969@Fw3+9;UKowmZ|pWd_cAT|**#!qGW91Ook9I!%3xnQJOpz6{A}r>T`w
z6Jy3)DTBXE_e-5TG51A$P>Mt@`<wcTHh5WQdO5pcebHsIc1PP&10b=pl9h6usY^q9
z$Wa(mf*J0zXlpiMCCW_r<Oh${ug%g)p)&eS8=LJJ-lDI(Arqr?d_w08OuRrvik4dD
zojl1-I&ECN=<F<I>19eTr>Wc~QD+5`Akv!2?)aFjD0OKgQ{r>z1drlrxB@36^Qn-x
z($U3!l`T*{8k~`X#)02u<t3?7S%GwRRqwgWiHSvW&{Ur#n>{zhNOMdyZCYCtqAS)|
zqv2U*mOat-f<D^|UN}CY^0qFQzjeys)U3Nstt1w<*ZD-R?&~FHrnX=APs^&UJE(4;
zj}OT@6h35>h2JA`3wI84{2Ev@`(Is*A^fdVAX*^ZC8E7ZMpI&+D=!w7DKA{YrbEZ7
zkBu)by*iZ<%PP><Ai2bmTG~|nCKHURvCNop%M4?+UArz6_d=z1Rw)=&Ze}sE%O^&+
zjE!r*cf|U=6~A%0RFykBJw7R!?q)WsF_Qm$rONj#X-M^qbhvC-bT)OT-RIgBNq@6Q
z#5CU&e^godi#BvOjf@+Is(O<x=#CFtlOzk~lyi*+)_p-=-j|$&V%Bo!1QWv~=asa6
zLPX`<ZH#XA22C3?5!IZvZ6?g5UBz->=JyjBzqVa4PZTf!Iiipq$P-ykslL=&CVfd<
z6=u-1j<-LDoKk*{Z!(0%;_J>@`@@jssLjM#JE~kW_RCV|t~H-SjPA??*HYHPEd0ze
z2_rQ}VU~uPV$K8%nWu%DCML`vHI10c2$~6e`>k)8lZ-Qy%O9FCDgG0T_+Sj!Qzo8L
zj=9#1CoGKT)e(eYtV|if0Ff7=N{lGOG4ar~3hS>~=sqwK0-<7&3y_osFFb8oc*0Xw
ziBROJ1B<!DRrJ(l@c~aMk+e{V00faJ0Vu+O0#DGVV+BU?LGk`ayE;+0v2U3MZ$;t?
zo?DBd1s{&_1fl4H|FyNGD8K-^k{AOh>x3Dy)wQm3pjoBs*6;6uzR;?^Oh=upT!HXe
zW+h1@zO*xKDw1-yvQ<vT^jxpHQ=*MbA1-InRVc7gxHzQP_~JLCqpSwvAI_5l^Fx!z
z&zqK2(71MRGv78`Yx$P#o5ga=bMX^YYQ+^KpwAT|Ncmeqg2WX{EoDNaiTf1tg0jwd
zA%pl5s_?VaD#~;~Pv2K(NmS)CH_q(TmMgE}+Qt{{+d0u}(ekG7!_W#R_(3lhIVA=7
zvk3X6l=1OO7^K!Fo;K&#M}|qBE<9Rtbdf=mr?dRBU8BZQrJz<xr--dqs(c$7s@Vlg
z6+Wpoi~peK%a)8q?kWG&s>9bIxA4FzuvE`tre@bB8F^jLspIoURGWfZ>GP)|R^-`)
z^+(v%Q~CpcRwc_xcHJTiC|$J-d1|4v)^97wf6l_6qGH{#y{P6B0uJWZ691-zdh|se
zH?Ry6h2$xql>CpamTZ%*Fi*V6lVHB8iL(+avqUD>J&bDeg{Ip)@Vh+~Xbet3fR;LI
z?p0yqWV*OyXCpPA8FX=H`rwHPd$i0jH$N=usMnn|8#!03s@~%q_+0SznDt_LxlT6!
za3XB>ue!;($mDpWjftfaa5NYNvcpj+d%x=&J=T(A8|_j{<^8D<IVvXa&ZP%Ij|FiS
zmEBJVuFTS6b!RLaX~sO(MDO;PYswex#kpB?a#W({JyuZS;`MqAE|jyXa=gObxE8tN
zSDl;K`F`_qo=JJf=IzyXt&Y>#O;z$o)5a{Wh|r`;MUz14Fm7hd1T8T@sfpisZkgFu
zodA%PzZ~DQp-%WGZZed^F(W8S{<GP1jL+;I@5Hoz`AGh$&JRZS;Y4uRe=wI1xNj_-
zsbsTw(bTY9tFZC-iBbLhW^0kz(Ke;3OYVV!bI0E5NxVRq+fp09HX*fkPgY1po4#2w
znH+O#%E1}&#?9v#=&q=C`cnr^=S|OuLp3#Tqu&~|<4K=L8?Xs^4(?2Mo!chbXqu%d
z?L*~DDEnRQ2$U7?&copC4|Vhb!#Y&%toXVKHpf`vF7g<wb=ArQhpm9@>Kwc4MX{Dy
zHZndmWggnKdtXgkD77qaEy-1AnVdQ3O-W;8RxPngsW+6zCb!IVSI7zHjy}`i5+0TI
zfw(H=sbgts&R2n2%IVeq<F?4Fr$TBDCeETn&XBRX%8RO#$D_0u-GXDg_TI@X1ah&P
zkdn-FYZ5hbx=lJHZx)0Yv=)v?EZg7iGmQ*NU4nR<=}Umd;DanFFn`eAEMJs;)@SV1
zzz&MKNWE^lJtTlXOJjH?g*jUpAJE_#C0aNx4y_9@Vm~&}(^~UYrkC!Na)JBTrj~DI
z)P5VcwN#H&d5u>d0kQ_$8EdW5AVJF3hB?g2C>E7GM~vNu@q(1yg6R)c(;b<s^N~K9
zq&jilLZY-Z$8?KieoHk*=C__qdKsRo(q;2e=|r00>9ikEa$G4+`?WsO8o`P2Rz?zC
zyZG<sV4411-G!aj_xZa1h3lpIDfe|UaVJiLu@iC|kWaiDaESr~#Ea#AwF<Cgcr2Dz
z;RCRHEIv!V)Non6F#m(*lmB5^^6Y%}6G?S2GJaTRO3ro71VoUZJKGC>Ug&>T&)WCT
z8`GI&rGA4mqthyxZ1%7yZYim?hF)bzegO%KSW9PY#3FsW!r!!)zS(GzBSpyN_jw!T
z4ar35%leboj7|S+w0LrnM$b*_7Cw2!GmU0`bq|mE3;wC-p)bWwmW^b#+b~J}BSp9=
zPd9}xc||H5>G6fzHh1ir#x!0k5rWvbhHckA+UdBJ;^_Nu8lSypTFC9t6S=_;QUjfZ
z%<ZA=9hbPd+fH8SPP%zoIkrvLyC)j68r9tNpp$zPinAIrA+8WU%M(BO+8T@4YS|ko
z`Y~;uFAV+8sW0$*s@sNsFZn)o<xR|vj&$p;YnUazpY(yKUnngX|4pa9IA*ovZ)q)A
zA<u1&n4`OEC*;45&+5h(r~TLZpXs^JIOvgDq%z55E2(Z#$G;9JI}upl*Olmj{@PvN
z6@~V1T_>+3>&ti!J;q@1a@0i$^J~y^ADvO|i7iM?S_8)jAf?DP207BL&U%bZs=gom
z+AO$og-iR2#}>LAW^^Qr=#d$Tb4a?EG@ZGTJ=>?lr3-nF-IOR2`G{ZwWjmTsW$&2?
z<gb(@A9@ESfjG@tFv-P&-Xr{kk~dcq4vo#ZnSN4yLTkRX6#iHmKD0}43AxYi@pf%~
zO+qtSpe3d=Daj>cgh;N>!<V$=Y8)AK)^fQ)m)dQD5XlIXFsx02qy~aqe;1dl%KNWw
zil4ot`95rgAMWV<FU|n4@mnpu8are{?cDYo%b*<~N1RHUm6|&&waymnsAVTp*_*ue
zSU7Y1q|J~)v#>-(kvda4>|+{?zZy%E$2VyUWbs++&2LtSr#ur&72lH0!i6eRlullu
z_98RQ-LLlZtuXGsg36F3*|M_6a5PfiO%dGKOkLl>neK5rLPQgZ%d6hr1(5TuIv`?C
zb~JLe)pRc!!$tAdf~}p=E#38!s!6WGY;r*wZ(t(?-rPnA%=I~p+C?MD_IhfXlKptS
zdO}>tn3TmMksp@mje1$=<vx)(r7XlkzsQMFRZ8$DQ%>loR$pft3&31?tp&;N;W|jM
z_6}w4TdBoLx$AA$4jh9mQI*85<U;Js$c9mAo6P*1?c2*nrsa5TSCZmrjp+Uw*h4Z`
z5%md}*!sy0qJEkFWKpUMn)P63>V;V|<Hm4&=Qc4Ew7Zx#Y%ZK=$R~M2dv--6A^oCV
z<|?wf2sL{N)k<83&1w~u$#pn;wuLImoJg6SJ3(d`_wFET){T?hXbsJ}ODyV6byT7u
zvxy;gapT0)w$9Y>z&cjdw|>7o0iw>ttMlwSW3lW=$*z=asOVSg%(SVxep$<?ERU@L
zl{G*2qEl&ZM(^X4lUgTZ){1JiMklsO^2H4kThtkd<Ykaqx{>zmktkw`QbZ(*x<q+r
z1;a^xw@<UMGxw~M*mEClqpMI9=VgSuk2H6G(J7DY3PyFa>50*;T?vVrZl=~2s()dS
zgo*3|gbG<8x7+%U5yO@D6Iy*E)8bi<3=imS9zD4DsZl|2U1JZYl&nV<cO+$^IX#mv
zT?=NI2c>hr$A4_LvP$?-n|)?vo6}TwDYv#)%M)X7oTn7;?%5{J3FRb;OWsT+<$MDj
zFfCoPg0nT2D_F|F+WzRonzbEMz10n5=uS2+QVp)8VgFD4u6`U$9v5vAU3X_AT^yq~
z+~iVODi_QwZFA<1MS=aTVDxxYpf|O}iG82TaCSnv0~@^&P#SlQdK5)cgCI*lvOWnP
zByP>u%Mkt6QQi%cZWvn<$WLY&X1+q-&IN7NUh85TRbD$Pd6~u}XI3`0n*A#N5yweu
z{$@#(Gcl$)R{cb#CHsjpj1|9JI3r8X<43#0=>@3vUbO<$xd`>U$u8?gTi~Zf+omM9
zv@2d&Fn6;&YY9@L0$TQq3xFgBoS{vp%a`~eE5P*4nF^$SV!%Dakn#4+PuWb<DVFKz
zX70;b+W8DWvv(a^Tt=6qzS}NTvWxPXiKUx7EmFU{ahm*<vH7+OQC<4LyGo<!TFG0H
zNEUoG3+P9O5+~gqt1kH<W%>}1(JELv);YGT1Z%8`l;G-cQLdWH?HRxnWlSfkiau)U
zs%Sje0B@y2N3L0#hHctEsx+*`0i9SSn$HbrEu4gUhKH4s2F4GX+BC;{U&n`mBu!iX
znRUs!GT1L#Ts?SDd*PvS$Vv|qU&lh#r}`H5eN07LBjXbD8_|_*SkDnTB|9~=c}g2r
zFI0)*y~*_N0!V1J=9}{F4p%^JI(#K7(3K`~<xA<oQ}!+d<7->B31o%B;Jj`G<>sk1
zq1JzDnySd3ofuueP^OUnB}GuI)spd~Hdkx{X&rG_GkbydS5(t}Skz#lPWNRET7#u?
z6OH2&Zxb6U2brAuIab;&<y}amNN&(=^Gp9oP`s4D2gxEFhBq8DZ#sK4JsiXLdxx!M
zHps8jWn?@pwHB1oJh@@&STjL3NE>O^lM;FpEo>Yal}vaN>{;3#wEw4$IGG_Zs4qRN
zlygwYlMAveSGG+bnF_cFveZj5J5Pw5$m}c+5Tg(^4L9c_7t^ExwE~ogx}h3vvDo~O
z?(mL%6v4YV?v(`Y96HP%G14=p#ZsQ6!}x7$zJEv|MV$H}_C=rAgpTYnyy&3A4-@}=
zQqC!F7*UTH(0@e<ee;K>CMH#USuZ*^>pe`Sgk`C%r4#Z-K>zr#Y%Hm~Z7aKyObvc9
z_!j%_#w!7NYrgjNCEB$mZ$e=~>$hNX<&g%qHymT;w^8uH+esM(Vw}~>l2wee-5D*h
zq`ecVqUr8kfzGg7Pd2r7Os~rLQ{MvJq1+O-D_aQNaPJE6E$oc}`UQO~?4XTuLS2`&
zW_(aiy{nOua|;4ow3Fv$oW-guy~1vpv8Xd+d-gFOWi}%W+2{lHvvM3cqFnM}72RmI
zDpWQ-z+QGOG*fMl{BThIXzw~>1z*(+$bf)Lw~SN70EN0*a`=|f8I=-qYO15|%cQ)L
zP_<hv-S@0Ub>(|w-EzBsnO?Qj2bCmAX1HVZMiQ)k#Pzl>E7u+#5&;<VN%h6WuIm<Y
z0%`DhY_>Rbs7d#%GBxy9^V^%1@8*F+{ZI?7A;ghvRK3YjlMa85xHE5PYiSa%6kqg6
z6?0ViH=2m;O;d=c%H3bP*Lg=XB&RX$;!;n9O+`SAx-(;dMZo45YZjs{^6a8tHJ(ue
z67+Ch4R9}?U89xk{e&2hFEuSjMG4ML0d8e8RBX{F9<5|ekFWgXx^=;g7(D7zIKo;L
z=A`;JdHmLX^tsK(5pETE>9bC%wn7X0$K}CFNs4U#lHdTn9kp0a43wJd-KsPy8O(=l
zyZG<jaTVPoqF>9LS=26p)xBwGb-t}?y`qIX+Xf$K?chYBkLY(b4P2B@%*w?-C^dD_
zPn+7iD8t?vy=V~?EnnI9y;~1NOUm28C~3$LMv2R;q4C$_pI0zfZh$N2+mGJZsCK(t
z#?GfcN$uXGxw)Hgfv;SO7HclT(m0}+RPOfz5fTzc%+gXil5|WgRmX%R6&+hf%|-I7
zg=kQn(9acetc5;HH&KWpWtv+-iqiVICN*L1Ad}W2$+kw-m`Gm17tv%|rsISpm6JWQ
z^LfqcR>Z_vcJ1nhJ4bHCEV1VKvhJ2QL)w!wQ^|F~RK0~};jl@TCr>4hc4y?=sNFLz
zNsyE3ed?fOkdI4lG8<V^V@KlI0gu1_+Cp9@KWKDxVyL}&L~gFQey6AK<bP@}STama
zSC#z~eQ-=2)2+Mi?(bhCU#SC?nZv!Z3t`Uo+DCR8@U}-?`^W47y50mVyz)dDN61Tn
z6LLnkGcAvIG^o7_2CEm1Tg%#qx8+n$d;O%lCp%$sK&efW6>{T!YU22Yu`c1iRjwR~
z7cQl#M>dt0B|7h&^j;-4Q*-K0l+PAxBf3&{OX{SCtyWwabs<w<b`_>^J&Q&P%kdGO
z5<*6jN=PO7@Zn;VbmO-5o42Bx+}kd)p{q`<ua&>m+CidZ<^W1HHCp{7W3)gdb!?=@
zaIF4Rkj(1-z+j=4Wde0iwk3iZN6WtL639&Le1@z(s()A4Xf5vxKM-8o`bk>4!`ot`
zJENxgZG^Y3JZY;eI$Y~xq4kZDa67y`q_Xj-7j0Bc<szdP5cif(UFqB{RF^iwc7U?x
z367((kMxMrH%!`{nYKFqUN)kXF_eIBVXx%nof6We^7yWKze}}cGV0PMuEHR5f$&1P
z5Ic7d_ttN2cTXUhBwLGhVw8@W*k-0W>fLymIAWUb?_cKoikPTXVxQEV3%Tbic53bV
z_KL|hGU=E(r()B$7E2FIUP5bkwrn5pY!yGnZg6I7Bq~*6Fx5ntv#80%xz?iLk&X7A
zM_XUO73r6??IT)AQ^)GAW^YwjiH$2ezOf_QJ8gUILf_Dqj+HMx#x0TAg~yZf)4j))
zx==q8XH7<pVpRL+x5UIyNOjw)4oTTsvB?eEywTOITjwRRS{g`1lezrxwj589vv#r<
zu~yA}rU%tEKIq*xNpw>VQgdg)+|k8UOXhO$hy0$5&!yK^R>@VquURmBqecbCy`{8Q
zT2c)eB5MASS0D==&=M|otf5Zjb}FyaTIQ;zy0yAwn_M06*K<I`a(P$NbReJbzqWT%
z@za#uE&K-RP5I~*B#rl$S``jB+7${f@D>W|s~v`(x!@H9^$M=uC|bzcUX57Zf)Ntb
zO0CgRL;jlcc~G`wit6E%9xTYsuT5t4Aj3p*Ke5NA>+tu<v{*i4moU&7IP!%j4pHLy
z<Y@}}ws#7m^LE;ldMWc3+NmGQy3piRk463B{W#4AO7uKcrTDl(3{0Pe4C~CGg^X%V
zqD7o)S&I7FuQ8QML}Y`kQ@RZUa24OUz=0`QVkJ2X#Ks1aiHn7*>t(9QOFYrRG8YWh
z?zu01L(xYP<<4hED7s4DNbC*$5)D}w)`L3dx^9C>x8N6n@f)L!1TZ!+*bXYRYL*Qq
zZNpqtUZs=>7apwqj_Iv>0c{?cX`2la6K0lp#AIh=N+mlDbX%n^-J^`odio}fx8^%W
z1JWz(%6P|=Cy_jBhT0>t0vM1e!eJX)a<9(Cyv6dWS125jTGuw(F#t>18Q2k~4^pSA
zwu4oisB#C@d#QvV@TR+(vv-8LRk0>V&f0vBu@)_fE6#pPOJ7AO--A2Y#$S@DyulQw
zJUg}7rMCm*ntrdhp;CNzOk?FADB3aQCW~Y`BQ{LPH|q+$iiL0xz(;yrcBk9;{%OWV
zt_L}*<=XuAA>Gcf+3h=QOh3p|r3h_7#l29M#azCj*>Y=TxwYEsCF^b1m~AE8s;UZ5
zo=--!95ZG0t5j8uic)4ZBrC6G4asuM((O54-e1#;qErVtY{PtADYg2Iw_ee=CR-Q3
z&8T;N|Ef^Q0hQ|`AI4LaEeZ)m_8YI1n-j8jP4$HN{j%YnuU8p&otCT$_nNXBZOoPI
zhI>TzMKfxI4Ac}@Eeqr>@<N+$%`X5fyGGiLv#Tkcsc@WKP3fZSLMN2)Oj`6@kxXXp
ze3JCI$^%aAL~RyZD`$vsN+8p(>!}JX-LB+phf0>E)UdCu&%bQ$j!t%`1`Znw8-|bt
zG-G?6Y%;2qSZWX-C8vm1iO;cOa=kk9rB}}tOA49Cl9H5n!;(}IHC>Z>`qtSF7w93^
zmIG@lvCn|2h-?SiaVUkzF`j<AykBRMLQA49S6;ooTUy>gusl7l=TF~N>D%6uZ#p_!
zEp=GRoaZy=q|_#UrI~hUG#OaxlfVJODpk-4^4#8QXf0hKLziC@V~M2~hHjmHsF{CE
z1}mQvQ_raC#Msu(s2qIMD_yBd;(E4|2i4RP!o!NUcEZd+@INHaq7~8GLw@Q!Ncnof
zrN}l11COcjh1=nsWezp3)TDZ`bkMGe)GQ_DL3IYnD=;cY`daeBj9RKlJESsN>(xuL
z?47-&5;$LG*Fke9trX%`Z*x=#x^Fr{P!#;A(#L)Hgo|(OljX)lv(}7?p0x5D>CD@}
zIVzwie9=n{){0lqo@FxYm)jKWeI%g|>zkW?kjcAW&PzX`nD82{Y@cMxn4|WpmSw+L
zFW1|CUT(MDC)xMc%hGyqm9jxaiSy^KR5fka-787nM6gHJ=B`cB2mibR*^MzRH&as*
z%Mp(%zBf|ET*}-h#y%R`kI(w*qoj8F%$0K!v|E)4TUQY!<DE#=68^oNj<GQ}hlRML
z<?aO7991Tp^V@n+e#5Vd>I?P}C2cpi1m~(2YI&F1eQHZ6K>1GbzFFAy<x`t&e9pR&
z%Q!yA4O}T3wNzJzs$O5E;->S}1*qWEZDVcy63%G!r9@<tFH;L>wGNk~x8YKCB){Op
zfu<i8l~^chQHl7_t)r{S=fYLBs4G^X0`Ej_G19YKaV(Yhm*r&tm`#u&49)T;(!8=#
z)+c*p=$c+NNA{vmT{v*(CO40a&$vBnb?AGhuQfT+9qMiyneO^q3GEpl4Ou5$P)y77
z+XJg4CNdi%<Bpcg(Cg7Ymx~Z&PB7K?d6G<LZhb47>4l7vyLNkfdgKK2^pt3Oe!H!o
zR&2{#q?=|o%U0yn#FTfmdQ#?4XR<To($-0@me`+4)7aKm07o{817e<tY^!W7>K=jw
zw3?_)Hrx$M$3`b!li1mM+o5|=8`0R|?#^Df-5DR2UOIWa-tA8pzE)3x{gNVfOin{D
zcb2+$T|?Hg>KcN*y&=cur9gY=eU3&hPTi(FNFRTaZW{9}d((kiea>>I>ktDf+AB6-
zYiKB&y_|e*Wqlpkg(`CQBCCCs^rRwkzvd5~DU76Mu62ws%R}m>&fbd$Uw-yJ`>kx(
zE7f?ZT_s~VXypU7Q|nBWG<~{rSN^VIL0+<Y1y$5&OkAm>(&?gNoyNYlO0u%c6l_AI
z5%LOw2_4G7lojEmPG6|j$qg6<V!)Io<%+RSrX!h-Rat6MR+-sl4o?SLjJJ{LY!&M1
zJXF^?f_zlTs?+9bsX)}SG_zT)YRXkCdDF^G_64Wzv$alLo@?pLb4E~oW;}g)u3Ej-
z!kZQ`xr35XKv^?~wd)%hS*A@Ro8~FiYYo28YKgSXyaT6D>7T0G=#x;UF6MAjSzUTp
zDr(vzzs?7hdc+V@J<{Rpgz&x7Lxl{ShxE{O%ipU}E|XnBhevS(H#B`zevuyJ#z|4{
zBCU-K@&*N|POKQm56@?Oqp}X(FufysbIG`ESb!O%dc#oElpMx)r*+baTdJN@11E7@
zB4@TTtgG^t5t2E=A*=eTh0OXCTt;ZaFL$OZ6Za`R2bbZf&v|L*A_>!_&ta%zb)f?l
zZZb$^>``vRtj@yar7N#&E$MRXV#jmRlGHsB7y8<qGpcqbF8zI=znSwaqHN`D)IV8P
zkALKBS+=9#OkY+0MkjM8zu_N|-^CKc#-~i_;w5LV$GDJSuNfwXkm{+mhZ5F0BUepI
zS!z}|C70%<hapa&RX8V?W)N*uFiqTuj9JB@(uPc>^!Qo1G|#y`Etf7UWI&C5iJr_W
zKQEUqBC7Y&6Kt!3C)h$K=6Y3Ptuu4g3PrRdaA>U>k9z0k(meaiPtK)3h_zSh>|8oR
z)MzQ;+}?zhI)s#HOH$V~@TC#;%EXqMa7#S%w1~+WqaGGva|x=A(pjaA(;=?pl1?fY
zMC#;ClI27ua+A|7qy02B_3Az-NCKB;>h)FkQ&};%=uDMQ%?9?!%!s_ac7p6nbSC?4
zAUzSNK<Ju<spJSQ1BE)FIc@UYn5darIaHO{hyJz1I%`f1v0WBQDKVEZDcy)VIHeAu
znuS<0*H!*ZpHp$4**p^IBGiac_eNxb_X**uXrkZ)v)ah#G;(Dn>@z($_Fc3u$36%b
z6zQ6^n8dnVDU+%_y^IkA$n}EQw~=m?$}19YEg#{^4v|=SiTb0-Hq~frAbzMjmkKe<
z+>aHtq+>zOx~LSBDjuw254mc}a7!Abajrjo@jS@~r(@6RyttlBB<;O+T{m_{Wh-B0
zTeFe2lzl7JTcNqshZxhAB&k$s?h|)PI-E8q&9%ROiPfsHQ!d+`sZyay(@{s4CQvtr
zotlcj%I<S2>*zN$5WRBeRPsZoC|o6>L4Pz1VY>yANZM_0%SL>xc~To03v`Ur>?>vB
zn_=BXxu)3m$uY9oCl}PGP3*hvYMxYyB6TLc;8YotEU_i3JGvcrldaA<8o3b`<CXMK
znShw}PL|&D+U=q39dix6J=B>Q+T3W&s59E|4wRQ6>t+=|)$FIb`pAd<KgpWOqN*C2
ze2ypITG)-x8=i8t$cAEj!xojO(H~V2Q(aNAJ~hX=2DcZgrc<ph$6gk-)uE$t=kg7U
zx@<Z}wXm(xl#=sOMMBlzYLhsZb-4yBoAY<_F!NecNRG5oN;=Zmm~nU2>5E)}k#D3+
z)bF`IGnJkLbGanzO{fXCR;0zV>m+^HqBMV^|EkEb%V(mZf0r!WwBMiVviT1a<B)u%
z3-*p)f;Z;|hpQ2{*?yltY}Drt8+m=#sa|m5THL^Tgz0_f`1F@=onFs^ffAS!cXpFu
zfO+*fkz2pTnnaJ4+|Qf4L&vJ~f5@EQtWEWV=4MB;gsv|WFUBlbn6=ZnGlLy>`!#MC
z79=lZ>$8Ar|6dOC$Q9wjt>0n|7CVIQs6kc35j@2ao=*ebvrpU>NGMvo$_;)>LpZzQ
zya}8Y9~iINeCn-ugZglzWj10IE@N_0AJcCNg|X=>-DoQb0aajF6b~x+JaIxqJL0ap
zC{NxGsl+3`v@TYL8bA$~y@9zTSXR&Gkudij%pqaM)#s0liydU=#zK>2RUtziN=SOM
zUb2+<r$Kf}cML7A^d+0x79_r!Qv6b@lAuUVWq~yJVH2No;j0Xtm=9fDzPVdC1=XV8
z3uv--ig2s2d@9movKWzwve>aYOPjDj3By>+1br;eEAI*>9VuA>1Q$3(EI73%T;R4B
zeH$s>&+)xsh*`EN!yd4xyWXjyxcHK%=<C8&PvM6JH$!WM{|XD~>AaQi^Xb!+g(1P*
zQlm(2bmkf>ph_H7RL@Ohkws7yK26s_g}i666e{9dXEjvBCux=H3nE-~YOwDw{_5b&
zvi88RWL=UQYUwO6GDws_>J)7(Z;0{@RIG7E2h-q6if2$a&w)PWr_Z+JpT|?D)suKV
zijja{ARAGm!i)UdrQy;G^HEF6szhQDs3;S0BYAZuY6-aJ5>C%WNpb`<SCZHp^qfX@
zP*-k~CDV@S$$bl@%c^Wz=^Oi#6Y>tFU%u@aS;R*_NWWRB+<mov3}r5AFpw&bYIT>>
z>Oqb3)lz;+CfRZek1%BvBFVD`4{583S3*rTyws}!Dhi4eX$p!b6KT{pjUODeFRJ#Y
z%pKEDL=?Lg+%e_FtiAIq<NKx3TQb>G8tLA<=`#QHie=)c?-(V@{(pOFWYgxE;$FLB
zgjpiOjCMEvpO8h?eG;sil7|EB#%!*E?f6PAi;5T0tQ(al#&Y@SvWw9sR@eDT$+Ar?
zPi4%k@n_qTpUj%GXQgPJPH&U#ef_TLy5vMl59_6C;*Ln}m~N}0#_Cne9c%rRhcG&^
zO}5`ROl*<T)vS}TYO040_N&KfUBGw8D8!!v6Yr~Mu5b6a<l3@~vmH|t*@S9KewO~V
zsv=2|xnx{6V@rd9qRwyY_DRM<uN?&OM+$_OYNhW<72Sbj4%U8sV@>Vb*v!W6Cb+m}
zsm#WOch*uIWqn$OUFcGSi5aF+or_nPWha%*-qNUCT}fjTy)&V1Imu-Pb(vcnuGy3_
zP*94x>%>xQW?|8<Jv@@CzDSY1E@^Lm$lz(sB9pOP8tiR(1-CLXnYKdZW-bn;-r-L5
zL)>9wuZ!x*cOGv(vwa&Ehnn#W^p)B<whxs>jF^xel4UzyR{6c5N*a=Lk~O=h&DI;b
zH`JpNvmMms2gU+paa)3kBb&y%!|k!|m>i1}BV{5Sku+`kVy-@&XH!L|r!;-6p-0(t
zgX^+h767+H`I5;qOKu^Snyh<Suvz??6T&h8lKHu}$t?R+s942fR;x_iHfB6w5_}`;
zf@~m}AMrl7>dNkYBJDJkb_<=LMZH};C@(Fmtk>;{ah<zLc?oVAFh>=Itl4(dg|AU@
z)_jdr<W<KRg1?pw1ASoH9cq}nHdMxZYGT3!fah+g?Vw^(3y!%{nhKl8-rDNrFjiVq
z>Di2<njJ7YhPT3o>E^2Et0Ar;4`UP4bKOT&KKu5VoN6B1GFCb0(o1#gRk)7%?6BH)
zwwKiwb7|&sL%`yc*c5F;ldGn4H7(SSob|F1Ylq5uS-9>&Rbpc*QS}@R*;I^Sj><rK
zC6x+!w7Y#|Xkyb;XL9q%P-j$Z*4Sicsw;D1e9d0P4U|o*{ta?1VQE`DdG~J2qV929
zI^s+9lDF9n2nA%y#MHMw3wJh{w&?$|Hym?v(tE^n=OVOPx?$T>o$*aw*-LX_ley}`
zI!XG$i-xvuZ>d;EK~Gh|!nvMjYXmLlS~ICFL|Li?w>5ieHI<)}-p|z;*z4_QmNj8&
zS96X!Rh6jdoEd&S`RHD4Z_O5WX=U@~ZWc->@0R#)lJ`u?j3mh}I>I3r)RN;E;D)@~
zk$8ecI|~ky@ri*DTRGusBB<Gr!|d3q)ZYbC$)r+PSqX+#{d^AXwK7>lQ{B!?*R0^1
z<v)+?&fpH_ju@+fwUzM+=BV&Kcd6f+J>-#ZtFtU+#%#`~M+w>_HaXenO_bsHd1PXY
zwBX$8FP4N~9Z8Sbm&91e?BbH}tD#hMN~WwK&`-tw9wBk53E6k-OgDQjJvpzJu(Es5
z?k+)s&$<W~gA{f3QgGL=*UL?Hbv8=n!*~0?k=yi5HV6CtO90Z~E~j)hfqtVr{3=b1
z=h!=ii(8dBSSx)?cHPn!xmCEQZQ_NQeEed`>mSLK6_h%AX)X>Pq}EV6v$|}^*(Fa8
z^TxL3`%C-cG)l5q*<E*O3VK)$k8DeRTD6xisU>!7c3N8~Mt^c=vOzQXVb5IH1Lo|m
z&zd1UAUjmG8=gtit+=TjS5K>qND}su!#JU@{F$xU6p|d$@`dAiMkPU=VX9ZzW?#vg
zm#HQs>exzpY-Z$#bmlZ2zZsFKvAztEWN=KE5KG}Mt*LU8c!g$KGxA-$JtH5e$^;6E
zwP-Ca(bg&9()7E0yDo^dYl#4%mW_O(+g2YZ!a^cOTj2bQXOcMoYQzUEXN+&^wxrzU
z*Db1y<HA_#?g*!(Hw3RTIKBb<SH>@$7|3)vm^g&HWwslim>QFKqJLQD&=`B4>R*y^
zNKe+GZnF()-*ZS-pkeb@&>~!pMO!4yHPs&SVuCqoBJCm9{UWK<iwsR9SGwgIXpNv$
z&TM5~oiMY8Zwqu|w+hahvjU~1x-nWcvxyNDFr_ug^(-!)-VWWG(OGzGgjuF|wsdYL
z^TtH3EyN>ECiB9^P-~FN*(WlpOWGjk6{?_2rShBJu*yne-o{YMFm9sUDOy-DzeI)=
z?@=j!uAduUvr?tPJzTBoOlu{599=4CD1yDfYgRgxY69J@jF~X;<`T9|oNyG%r#tjL
zU2`6{q)>J8r?%@KDOG1VSgJRTxiJw|Vb6;7Z!DyZN`nH50$;r6#RDi=o71FNt~wTL
zlcZl@sc4d#l$f$ui?qdxEOlrx8kD34g5oSLX277y`LSwgY?_p8281fy*q&u-vu|Bl
zZkq-r(KM;z+<Gx%ni_CUv={W0l;tw5R@rh5H5u+I^{k#I?Yh4D+2wQ=?B1MS&hX41
zI96^{?l`nMLzO+6>&$re%?-6>#PikiX`K_y83E_)40EQO*_~oeGYcro%#pLrFOPG~
zy(%$#P&7HPmpNnakNBobZgQ46%^|8S-;pYvW^T$g&_839EqDhZe#%&d!FUEfHyUE4
zg$AANNAc3i&oo!mQ%_Gd_pHopcXbC$;ivV&rC>;|!Nk+=PKWBgwW2#cGc_Tx<1O0<
z^l%YjUC!TTac~{ba3^cUTAO_NI-HkI%IO^Gghp>#xJ$1|hC8!`s*|L<?TlQipfuwo
z8<L9y#Ty{~p$~rLN>3s>@;deQfiamh<$#ea2K4(}W?Cw*sLF=za%9xaw=b#1Qv0U4
z1o~B#qBj&IcZ1%HlhCC*Fq1SxQBxIVg;HBW6`ET=C9IBr>$JqxHhb1)+NnRYX&_-L
z30av<18KSpb<%eB71DA!RY0@CW1VI}RL)K<7o{(%9REVRL>~X{%BeSX;B9<*rZYY>
zut8t`vOZV^9a?6g4~*xNPm5hP+G5}Fq1#*+i+xmM1jbl!EXHYkm^r1j*awLcs*S`-
zY;cw#Hzw-|rF;s%7naFwm>XSX!ZjLaF{ZN0OK;O<MqKneKiQ;GvK91C86&wo*y`|;
zovGYqxc~<lW-1%CM4_aeWnpMHE9=HU%z9Q0&8aOzGXtsA{(bZ9futn3+@9%dQsc1l
z9OF~!D=VV{0rI)b<L;zW#&{LPO6B_sA%D{}ZWc{N2h@9bCPJ#y(xoHIw!PBgBm+oa
zwc0YhS!b2k-h*S6ELf8)fe{wjkiL;5`CP|PbFFOFt0swUghI!v3`M+Aq8*k2n*}<0
zq9=oFz@}<%R%2QYJDF+DKC-jH+U?*LO;oV{rH+g2lDo++vd<G|k{QM-k$aNTx?-K=
zeBj}2^<Y9Q&HRGw=>(f*Uac8wOd&SOydKjo0fCIo)L|KRfqWXZq_-wtWn9dZp7P%(
zb6>@N6yQK-y;xZK<>fsiP*m1Lr`lE&SM2JS2&Y@Y9GEGjjE&EnyyC*>=zOv5ENh@j
zqm^;aLgABVzWgyEx8!KnBKaXJVNnS<jdhL{TQIS;+aB2{et38LP<K*tQ_aXRTsioZ
znc{M)Q`wmoq>uUN4O<-x)ssoB146|r=~qsxm_QR~)#rkE7O45i2+o7Km6YiKK6_qS
zu5amorperSmEfnzz>Zs_;CHqC+8~#_Ya1ae^lpRSBo?oZgImri>f=Vd(n5~2a7=@I
ztNEtkPb2PWkT}t8MGrO1B<Q5-AsC|1nbROq4O1HWKAml}s?!tXl<26T-xFloU*GkK
z@Tu(m1iyEcn+pdhSYVPYy4(ly-v_1(yJPL0r=S~D#3C`6W%j<1NzNH6ruOEqVD>F!
z(F2#Ln7>+Y!Ye8uE*QzV7OUeM6%<)<T<6@QB9?9p)bfyu7={LS9Ve-X_Z;|1Ma9k1
zRVrj1^p+4cSQofX(P%@s=%B<w>41Yt$f61k-SCiuH_Q75dM20L7}=_?FRc+z)GVOO
z%a_O4d!?6b`B~iuR8XYKOzft-Dxyl+Uo$F57EbP(aZwwn2k8SJCh|5)vMAezsXV~y
zu!0CP+MS-(heDK@Q0Es?Hyf+mmTIt}RaF+;K3B_(UL~k?&(NhVXwG3ZWRK+_pFUWQ
zZ`ky~V#aq&o2CR9k}LJ9p##HA;S#+x3sSj3vOyC0bY;amKHZ&~X?NrS#;NXx&S+<R
zsJkK7fh7~ypdIZ!YcQFKBgGlBvV*kfM}zXle3B=>fK}61qBeD#uF+8C&guVd)%5Xt
z|NNv`sK*`3URB?(@pe%4)!N(cp}S4iTuZ9Ku|vC?IxsxBCE4{Y5XdhRW_?@Gv$89W
zBq?sg+`h((w$~*Vs?@g<ENftF<shGU?r#5f$Mg%8;AU%Qbc?)7tHLHpp}LRg%b%)4
z$WOh<uWwH!4bF_t3=BzWt)b1GDVIrYNCi6O!D@LdI<CC+Dtn5~!8v%4HNo-B0C6_a
z!nIv0(gZ9+vjiwA2GJQFPA-xr8t-jBI~eKemfU%6kvsurTTXhrjX&>T(Sw#+dQos4
zp10FwmD4+F{R@^bBj5N;XJlNGFYBAE$>ZuH6XR-|Ko3;ms)F9)&WdxHw_hbmtW25Z
zslna*=sQ^B#;`4G&sk1DQ-Iq?o1@yP5vLkZ9F_c=5)l_sOu)+a;Pd79wze`D^_jzR
z_1j$E<_b>#I^dd3&XIIm8GY(3qZBClqjc8D*7S^7*SIx~gmK*(N1x1UG~f4Bis}=5
z+>9q0FxxIU1*t812~HJQZPA(RZ^;wmDvx?c@);CnLZ~uk)mp99UhO%qZ_C3(Zm+C8
zbNpnt-zE8y{1}pUFql<LpHY~tFu}}XB3;|$pi+k@ds>9?5JM}UN-b5m(BVCv9?Y+Z
zhe(437T0AGYXe<y+9h>M$1#f()gCCCS5;~Q2~Ekr<gaj0sX1SHGbzY-jx4TDxUyw(
zvdXgsvXh%za`e;$>Fg>~GU_X3lCsIs#NnNtLDJ5O_88hjow-jp8V|puXNwZsrc7z<
zA*`M@3SWCt&u)dL=16y!HEJYMGB}Wa?rDyCcjYBhBh@Esq`pLaAChXzdAznxixyGA
zIv1EqKJM|dLQUxEoV3oPG{@@z<G9%)kGjNxW_h``M!dY_SYIki+0%}mO)S<dr&GE7
zHDdKTP;X+O;>MJJn8fPqerR?F#K4EAvq%?KPVRD3X5iB~>eoe2@y+!Nm9Zz8=&Fy&
z`M6c@Ltx4Aq$Xi2S;gt^>AYo@NsU4=`R&}y0kdXNHW636A?w8kg9nYIO`Qi>tnYou
z47N0%5=+Mk(kJDbRYW=d<^-J1hNWs0U#K>!Q|f5STG5)m&C=sScwAC$qf03&2iDs3
z!S8UCr%|O+r_JRqx*B2r61AEW++J>y<)Oi-NEYJZtJJno%s|=Ut*4<(QVPXX<&N;Q
z!9z2duPUFD$$pnR8j~ZabQ&i6RrUakdM=*1sw$ib&aqTyUfla<UOVR2m|b>dzEQeV
z%R5h<(Pbn(PX%qpzJxxbBqbV+eV5fKufnM4M_Q*XIfa8Ol~JZjtGTou8Pgv7n8SLZ
z3~L?tsy3`+EK?&_js)uV3uJ_n)tei-5mspYK$-|KE527$>O+N@Z%SmSpZg}paG}lv
zqdK*j7R<ruk_;3PW=t}nIJ&%BX5Or--iYzjVU?|k@hg~6LRK)<4g7VXYBNTVVTz+9
zRMJLPRk@d`tsK{++5u6-HxVz}%s-)@^`Tnx^X!zS)*))OpP6Vea!j-}U^LYPly}X-
zj#QuyQYLR8n2SDj4%cNxl3kayH>E44M}Txz3FOpCOd1qe?2O`R29*TT7Ns(e)@_I-
zHY{&4Hrcy&^xWn+fsyHBW}CS{_69yrY8Wln_tXN;T#w82>QrR~)R~#D8u^TNzeeT-
ziL0yaTRBrUv9a0F7qL?+!K?0@{sw6yvC3<kzUG+tE;9dRfANk-?mAqW)ZaI;>%Mq{
zravsbOqRVPpE48+ldPAi3(V;v)V!|DT1#C8bypKp!K(aazch!Wb`r$S-}zOZLD15r
zndEMN;M$v*Sm{LNc^TBysUmHG?9=&d0unIMbCy_jxn*om@#M*z16t5xnTpi^BC}>R
z%_ecCWScxwLWPtD$!fiV-o(1~E~P=zP<m;gk|iVwZ!3tB`dS>y!`plo+pJdNEs?rq
zh#O`c!*QB|(H#3I>G`5U9nWbXo8Q+i945IN)ETG1j`iG7iHV*J`{F?p`&`8vgTp8K
zL4{#4C*MW}m!C%L;0h?%WFg1|iNw_ynQo7786B0U8dM69sewb)87!Hj^!y|#EZZ}i
zrzW<^E99F-hGg$yYGO)~517eoctm9i8S3hE1j;ln@;l&DospSoWr|vhhDSDT>`rxs
z&~A*2JLSev-8=}Yfz8Fg{&izEA$wgOYF|OWO}|#vqrt>016!o%Om>DwW{&UIQb<>A
zEQZ}isr$WbF%H_3Npg%%(tHd_!`S6|eQETDrOLoF+8y6Cv)R<D0UNcmC;dVm{^*uj
zk<3KEfPqi<TxnI8;gs@2`(!z1Ryz9TS~{#)m`_3$4k}NAoD7#c(K<2EjLt0KbW`}T
z_CO|6$tav0ZUHEhqCS`8+@AcP9h9I6Rvl(YF3_jZHgtxL-PV~JP7(`M`I@VYtXr&C
zK6xha!N%4e+H_vX*e#nWLIzF6^bWc8X5XSnK8JS8qzn`N+vh0c*z?BD7CCaN43u@e
zoSm|}qxov9O=<P!gIXa=5X__wt2iO%uFm1KySo8yOAL|Psk?b$ZW3<JA=q5nZ{^~L
zJtj~Qz0T2go|$q|(_-K&x1>>Xf07}?Y<LxySH%a2IPYaLA>1Jjwwbz`E7wOq+<=m*
zW<nV0X*{4NIq+r#k#DQ+F%|1iT@+;8P)&_xmGrj*3mw!5S*ed2{I0f}8st*G7B!tB
z{4tE8dXB((0Exqo{u*RZrLQI{^dN^4mo@xNWv_KkKF=5xw=m54uHnKH_cc3f2FZP2
z*5SIsiL)YuhJztL+M5lkjP@ckXt*vmC^E;BXt3-?^Qh+(vV89TftyN;sVmN=g-ohW
zsD(^|4H%wN3;7gHtA!ty&8$TqS20+HlWP%kZYNZpUke%L2VHcEE#%X9mM!G!jg#J>
zGiy*BY^uNN>K9Knbwx{gu3{*2SD&k%HQF)K=ySqI<1=6%Kr1`$7Pp|PnR|LWRZM5E
zSbBG-7b2=a$kxv2<jhpyI@TQapgwm3bhX_5bs_e$cM*G~!~V=>&pNq;CHByapm4;o
zXGN#%w=P&>Epu@m%IweCOHoa)r0R`gcO}(?-kTjVE5Dp(*2ZeRHW&T6NnmYgVr;TA
zB@eG3DyFu09g~+@%;scgMB<=k0g$_HB&(#<dcHmf9gUKy#l-zW7N$%F$3ZGsc08xP
zc&>uN++|G1bf6cJIi)zANu*5$(xuQ!m(*0!&Y{tXar^3W=oUa^F3=bB?CrccJH4%D
z%c+q~n`eqHmr4A1j?^RGfkb0B{x6l@BST--mGx1ep4jzjCB@D7Y_I%?-7dI;sJ2Ju
zw+DK51<^huB3slQiL@tSe-#&vTsAauQF;GpbZAx=0##5{EQ9P4NnrFKbs^s-d(mEp
zzI14cT4ervHhRsMW#;<XUCx@E>>tT_-Mutyi}W3xgBJ~L-`<iyUC~`Ksi6`@rnxz?
zA`+DHsd*$bj#`nIq{dNwHF(OQ{$yf?w_lGb$H{Kng_2FUt!F7HQHM`O;pR;E|IIFm
zx?*O}$j#z8=cmjXsVUrvQD3e4YhQLx8;kpJ=5@HzN9b3XPBqxy9+2m!)Sij;%+*$x
zJ58T7XpgU?1+IxTyJb~&O-$^Y%ZDGz;8xb+dMFg!CGJroyTSN9V|74oaCx)qSRp^G
zW=R-r+0DlW3sygRny-<{wlkZE<!znc-jVFWb~AFMGdglYci1GP&~vz~n%qXE-VIj9
zAbp;-*}_dv(Pr~_xtpPT+yZG!q3)Qgp)U(^KkN%i)Dv#zFmI|+!vxmq)n!~YhMN^A
z<uAH-38anE=Rkv^iXzlzl}zvX4bW^cE;t*nR_vU9GKt8BQTV2d%8pUe(_>$jYc2L=
zMsIeLtbX;_#}>*_4!t@}_c8IED&9xP?SO>coLHR#+kVv!u16T=hq|tw9<;jG)H%8y
zDMN>blbu~z(MlE!iRP;uTFURN-yl8&r<%g`+rR*jj=84rDueqqE`tfdWXB4-gg@Pr
zGCL|76*@hTVWqY;^nJR5bAu6AI4oNFq=0#ct#0)~6G(na2q;{q!Epws-l>3$Uewuw
z%)z6gp2A3(7NX4BWX@{^YaH}xGase~q}>vYt2^^?#zMK*Yx1Y2RazF+OC%tc9Ih@X
zB~y&E&(*(hMpw@=<p;&xNo0F{F*&2093U{!I=$SGD%c6h<SCRQaz~=l^6Nu$sym2J
zFYA4m^vq;AbSKwb37W)SZ7>Clna>)(d{klTGQBT<gbSS`@x&6H1juVPbF|nB4Icd#
zO`pB9IX``8Gs?n0iX)9Hoz5L~lLM>r!r#Qy@x`Zgm*nVGzqiM@B!Z<5cQ!xtE1{6Z
zQ<7zOVyxX68j?#iUc9<bmT?yFcR^FLKyth=-KCSwY_)O>y@RDEkM@|-gvl4?`gx$&
zs91??iFw-fflOd_NXUMtIk2n!`%a$@lf`)}XF%p@6=3tHSS0cV9_|!qy9u+^MF|`9
z{1T{d+J%zJ%dus1LVQDK*z5<IeT~9-Gr%}Kb=nR$F6o6Mk|gKABw?tCkuzgSs!*Sb
zI!{!}e7LJ!XWhuLvyVLcCjC!YOzpkNXjz`T*cU5F;w5QsHdL3`$B7OkqFFNMrdWiI
z)z~#c)jknmk?tC5VB{9EY|8)#F`Y(v^6_lf%q2zX#j05zFLOzE<5RTJo<G&WCa*k2
zg+C8CKglc={-V)D6=PM_Z>;GIe_nUG3Uf)#Sn44%Z%mzW41d@&+Z$v*3-eo*U%3Si
za)PO>U~9uHz{Ah)iMb7alUSSCTijy)g+@2{X@7~`4SrO^^aj6A^ikFNdM+W`SJeO)
za;a*A3z_uX3>TIbvc##~um(}ss^{U9>sFM{ZZ3-s>|5CLZ)F=1V)w9_GM6&u(%0$D
zL!E#zbJ$1y;4U^5#0r#C(31mt`H*IQD^T=Q_fnmD9Y)?HaHs0x9zm}v;=^f@%_|9~
z&3(C<=!e~vjhEX<m*N`9<YJB}(XssBZmP1aIu+Th5H-*DfvSu}E6K4r3}x-J_Udp|
zcHduR7A@QOkGFrry3W3PS5j%PH%n|@;uVq8Fl`kso7FiO6%&)b4Pz%~Zzd+EWtBOg
zA_wa5wGMBXlQIYEh5T~$dWBvcc8`l5F_d7VcCpMsM7@x;*~HV9zo*?LYwGQueot+E
zrMAp3h<e^D89Q3iu9{R<Z=d@k4&rk9eNGu3!GLxBVWW=;q;4>qOgg29Fzm@5bqHfX
z%$Ew-n&Z)4%D5t%ns>GS7@U!HL$gh4vy#Y!2_%Asm`&!#X5|bgVVqP<rh$K8T(n%s
zrYBNXT}NbhYbrz_N_K|x`(=^sL=`(#Jyasg(eyNtp%CGix&2diU^~VoZ#C4=%N(SL
zeJl!;)xHVZRlH3bW2Gip6IRlDt-`Z>k)LhPs*AYncWT{c_8fZ@KFb!MJ&5YHbI}{O
zJ(Q_e+#03h^?{9?f=@HwRu~&5xaWivC5m@ux}o&;JUjW-?V*{A71Ggi(dYDMeiN<Y
zbqbj%4ezyC9hNiD?smdptU`Vz(`V?QXU=EY+61EZb(=K6!nRQUj7)&m9ygHM*~}Sf
zJxjA?wyl*B$mYu^`$p!%)KP8M1bKNfhp?RqNk29d|GZz7RQimJ+dN8b{B#=a9f@FC
z8QLuRy`v_)#C=U|DIg-A#Ko$`3AMJ%H%i2(NzJ;}>nI8HM;#24|4_|)*-0W*tw5kI
z;!6|@vPx`5rUI(*>z3_2gz~ZKLvCmp1bs`ki|iN)bBT`FFu5JHv0)YbsMg2|a_HIM
z3Ub$$Cbu_RWqeg<mkhDsC%qVDLB>S`&3_OW7>&nTA=jeeR`g-55m&^h-wiq$uNBvL
z($(t+9@BYo^8vXY1<l02$&USAakep8W!HKT<8^}eik+8kZd;MT1^=EwZY{pUV)%i5
z2KVMc=um$oj^Cp`qJ;6!pK=<TivnaACO0-@sxQ9St0w4z>lvA+-sUQ5n-9a8xNT`1
zPW30b+SiuEiz=+Sc*Dr>$W(V|MqVrJjHZrR$)Q|%E<hec>~0&Cx5*^;Wzhw-60PZ=
zm|R`ym&1VvtH0E7rR8cZEk>}8MAH64<HK^)a+bolXlrKW9f{4Vr{ZT>pxlAfWlF_e
zt=E}n<>&sQlMB+;+cBKexUmgGmiAYU{mgPRZ}H2<uHLZ8tVM;({PrPTIhCf<aUC``
zUl#UU>n~j{q06a}@lE~K+dRCzS;+g<Wj522vN&76WpcD@HVYI7i4})g$a@K5+DgBd
zn`u?QPZ_VsM+Npu?D#_c4rzm`$ke;0KnVqvDEYELeX^)%S|-0-G@}|!JroyFnYv=+
z3$o-@YgB=IK$s%#Brl$yWLHS?6w8R0_^Y~QDR!$hIno{KZX1!uEtA)&+cR?P)hc1d
zq{PzuWfx#zmHele{gOK$4F?`Qo+Uc%f2n9<CERw3-K<!P?Ucb8S^G4L^hXyV`VDPu
z6A)`?;HMkkDHVz+itxtb#Cc<tjRnNMl>RHLPcy2cha}~NA92FVE*8d$kZn!(hKze!
zjNz7SSU9S4yYsKQRVET|24|L0(ONG<yGmclNH;^}a@>lpU=B(L32O&Vl4!C%0fE3^
z>TqMG5EUVr<yrDH$8eM)6-e|^KzAIyl!Xz~M-p}T@URU!(LurK{(kWWP4v+P)$;*W
zIiIk;Em<@q^@(&m6QdJ5C(dd<ZdtWhH4gA~t-`G#Dvs@$&H8K?SG$<@woI}JF}>ba
zI}kxBn9jxM`{}$;9zDOA3pd4dYU;6v5#mSH^HTbEYy8Ht?zmpdRhuT)BYYf&QOh0I
zDXNywe&N5#>#A<oDCAYEcNB2Sc90^{;yzOFWq+uf#JBB~>Fz<ysMc0tugXljKdbcQ
znck~V7IQ}io!nLY;-FJcmw|yOlR8(Uj+}`u@~T$9B<Dp_v9O+sl?|teD{f>e5ovHn
z62?cC5X$q=E>G}$R@H_sThfNk0g3Z(axDDsHmqCXS7_JrB~4#1mNaF`Os$>NI$l;#
zY7Mn6yH;8!qgOAM<O`L?PVSeF4|lh>?Sks4X|s&#AAG)$ssB?^L%pi1B0}GQs7@MI
zEqTh9Zv(PsQ&PzCP5q}^zEvrx)r*3Ho1+a@O#KUWjxuvp%xv5%dyrWXMAsr>D5UQC
z?y)qEta~{5W>y99`PP0JaC9;(%w6x?!h*TmvWGG%ZdRrp>mKY+rWuBv{o*aj5)NbC
zG1W?Htr_eLh5ltf+P&cOA|E2fVFx%5W1a2oY01x%+aW6rP|6J7V8<`*ISkCsb11V5
z;R)r?|06R>Rac=-FDTQ9jvA-iKxSAK`)KUGl@%Fk1RD#>pV!s%kG`I?xjQ;3Z*vvJ
zuw^=1Cw5Y1v~<+^D49dlp;ehd)SRa6r%Y>A*~(NEWvfDAWV=A#E7UR;L|@k_UwDC@
zPTSql?pSwxW<ZIUnuyg@XP3L{%tZ+~%kP*ML{m$dyLmLtTtuqjr~DsqAG8Pq+KuoY
zjCB{Z2c!Nw=)nx6JQ)3dwLF-_v6vGPOovB^O!bwDeuAA(OENLoh)f_8L#uyn#03dV
ztOfH~#+~34ribRNq9p10dWS^I%8Q(HldR%_JKQE0OpFzb1<nvxuq{4FjN3%5Qm3QL
zYz5{wnQOwjq<>pu)Tywq?0mX3#O|!B%rE1-#cx;A*|DMKg68L6>y6ks?xiZQ5YTMM
zZH}0kjHO_M#4J;2;bC-|vNA2%;I0#$kF-{QE;hg3o^WU_la2IlXY9x+)#wLr85te!
zPAOL-A?PE)l9ipI8OcN>6z!qyo%ZCGscw7g$kfc1&S>-_vg=!*%8-rD<43#0<gAEH
zkUdJ`a#rZIOPp%HSp$?%nX`1PrIN^~fdaSYuauKEd3<pmTGqdPs5_~S?W7niSuT%!
zu9M>lVf`*xvt`Otcr~=rKcp(3{f$-5{+6le{B&7~0)V5DZIiU-AEq9W?N@Keu1FQe
zAMEi&t@u{ox-H`~BV*mbH|d|Od`GNS2b(1Ac4x!L)|T2gnjVoC20GKz`svyB$oR$y
zt=7SkUP7XbE>b^9zs|I{<(zBrv}h`AQh{9T7mi_cj5&hT7|TlOhbJ3mz56!Oz1+`e
z*A!#mLAGev)OV@I<1g9XFRvPP-FTSy<ay@L&hoE;`_7y9kAIs#2LfLOd=2nJfo}y)
z`qu*|{f8s?cYu@6FM*TKt~;3@l>Ef^kKiu>PX1%S$>+@x{E`TMV+6k&_*0;_e*!-Y
z_@1gl@<;vaaNsY#mxeX|0^n1?Nq;tQ(tiOs>7ROU&;Ka!|9`+=1bhJa3xU4~_|d?R
z1<w9<T?GFo@O9vGuU)*HEcb!Hsn5p%KLULA2TuB@1E+po4xIX#22TB)44iVF4xIY=
z0C4K(UlIISyN31951jQ{51e{v11J43aO&X$z}wL0#lT+<{7T>*;9mz$`kw*c0Q$Rt
z4*}nOH?N0b;Ex901>OgIBk(rxO~A*1bNrqTobsFtocjDIaPs*qaMFJcIQ9Q$;Or+4
zx{uex2;|=vIQ9HY;KzXeK;Wc58aVZ{893|p#t42EaMt%+;H>Yc$fo}6E`O_`u!s5|
z`7>j2Whak?{I3D7zIF538NkPYUjTd@_?LlC0KXo%GEr9SdA9<e1pWU2KMwdFszUNd
z$v*{r0QfZUV}Yx>yL!DE_!i(_0M2pxb&IQiDShrGf2%*=2K`p>`3>-G!2bfA?SAk3
z8Gfo>92d_7PWtBoC;g$o*-zF2XFoXwxN4XC8!_gc1)O>~-{MXWFSqm;fu4G}6!>=N
z;Y#2v_u2^lBjD^0_qPIP`@{2qACGd^0%t$jU~yM3H(rhbJ;%$b7FS}a{&2a~!+Sx0
z0?NGwIOVw=_$xra(*q1cRj(6)KN~pttOQOz!@yq&KBoac3HS$rpA7snz*+9Kz+VOW
zyMdGbpTJ)Y`X@io*O&Btz*(;Yfu90C>w#1LA>ib{1vuqDA2{hR22T0E3!L<~0jK=G
z15Wwx{UEQ0Q&F#n0w@3dfK&c;z)Am7;FSOMz)625aLWH);FSMP;FSNbz{&r9cA%+#
zPWhJuC;e*Rl>Zdqq<;%=%6~3!%Kr`E<nvwNEO(~|`}QLJ{eiRGy@1oM?q_jle@-)O
z=RF<tw5x{!=lpUsaLyMSfpfn25OB(WCGeDej^KX;&T@Bsh}RFxeK2s&Q~LsEyBq+V
z^v?oL`hMV~Uk{x0ZQ!II2TuCqfs_6;;MBvrfKv}21WrC51<v{U7r>Rz=KPsmAL{i?
z{7JxH3;KTGuLC}0aW}8+YuDSCf&TTNzZv*x!0!S62H<-<%*g5b`5u=4UKUq&;EkYP
zl%ao^rT>2s`lB=Sdt3Sq5&E6>^m?Nn9tr$Skf#Ow&A{h9!t;3x@Fl<pfFB9`t-wDH
z{B+<~MeuI|XMg(vaQ3S|0%yNkVjWu7F8l6l>T^&A-@~q}S7z|XS^Q9ot9Ddt2iHGe
zo1u67PtV|v|2r~xpXL9q2>(lg)35s$@V7yp9|5P{{vE-0-`lq@_4y#+)aL+j_N(a#
zesKi<V+3FJXfF@>ua4mF2F`x?N#LBXzX+W3!cD+AU+?l5FAwSW0M2>yDZpv3j)~y!
z1<rNfbryI1)=ty&ZUjC3_P+x^6aC?l`*``^4*Y1~)XxdP-vRowfRoQ9z&Y=K9{5?{
zb1QJp`*#C>C+K&2te2ntc@N;6clHC$d2IkV+vNn{l>dzucltlXj?*(iPx(Iu{A|eo
zMc|bG2H=$cHsI`Ue+GUI`0ux`*AL?o3xPBKFaVtKjbnkcecuF}dixe|>g_g*JH1U>
zz1<0V>g~Rdo2UOMyGp%10yy>dB;eHBFmTFwCUDAmzQvuK@3(SZ1bWJOJ#fnTUEq}S
z7r-g!Ux2fJ?)G@E2l81E!JiMD{9g>5{6~S4|EqwL&)a~L{zJe?e<^U%e+@Y4e*~Oz
z-VL05{t2A()Xq=vdgDBG2=G%eUXBFL@ihXR_WxYqr2i0b+W*f2r(b#-aQ4rKJ<-cg
z{`&xb7vw(-ILG^ofpff10_S)?6FA5Fr-4(>J0tk>_Ve;{e66*(8(-Ji@pTmFIli_5
z=lFUpaQ26H0B66t6gd0UEx^g=H^9l~pTNoIK2P%XWj}lXaQ4Fi;OvJl2hMr+mB85_
zP6y8Zc^PohUk#l7^G@KT|08g&>vw&!uP^nme*|9uocdV`ocej}{+|E2=;!Z=;J*WY
z9_a7=6wl|~!1n-7`4<8wpH;xg=Lq2BvmH43ycIb4oC}<MJ^}na_x0<GYk`x`H-VGS
zpCb59Pxbm?yX*m+d>#dy^iKs&`bEG=zXCYv*8nH|df@CQrvv9W`Y>?zpDzPvKff6`
z$I(B5lm0#jc)f8P%?D2UX9Ir)+VL>p)WdiLKOQ*sa}sds=bON3hyMwD1LV2?(|o;X
z_nr#;eV|_s{Qba>0{#Ku6Tm6YdB7>pB^KXZ#M(vvzDxZ>{#*+B^TGf64E^1f{wC00
z0Qx@x-v)fQr<-zimVa?x*fWCf7r_?-r#@c{{DUZW1~|v{sleG!&IbM=@cA%s%Kt6k
zl;?-Q*{}WwIQiV`8DafAB7z?PoaH_jIO{bCob}oSobpTor~KQ1b6i{kd;og87C6_-
zzXJYY(EkxQ$NO&2^!lMac_whuKMOeR$p+x09|KN%auRUr^Nql%w~qrS{pW#`{yN~)
z^M3)So}WD5>w$5<vw+hMoNsYA-tV)k`Tio%(?9$YaE{;q22T0E51jq*{w-6^{p4TD
zWE^74eXPZm9bkNNQ3O9Uf_EbLwg~=~2!25X|6BzBA@Gl&-#(<z)K}Gual(CoQ*ZNu
zv%UVG#a(;tZ}rv>dbZa~fU~`h0nT!_0%v=@5jflBGT`KM9dPpbHgNXm+klhLZ-JBk
zAHYfffCXO9EO#&9<ntKd97hwtFGM?j1325|R*SoKx#K=Yj-P^_?eZ7kY?oaZdihze
zhX7~2wgab}UjR-yzix3S=X|M~`txnjQ_eeqQ_jBtr=0g*WcaCmPC1_rob(3*C;b3$
zw%1X>$!7#O`OE+(pW}hE-M<5zdb{1?PH$?CQGb37dg^WG#pZXV2kLDP;FSN-z$yP{
zfK#5UEbipF%F1&c=qb;Sfm5E}0;fEG1x|SuF7fpueLry0uLVy1w}F$-ByjS11#t3t
z6>zrWmB25;`28L5i-A92sjt^1!1n?Eap2F3;D-XIoNIwo&es9|1o*!PIO9K80RJTD
zZ;#;r0M2rsvCP+({o%R58IL*|_@_|rRnPK#J`MaPi@W}LFZCbt=NF*=Ea>kB&VGL1
zXPfWTIAVW(IB@opWf6P@aJI_;aO&q2;Fm(qbAgloCg200|2^=_fIsj#zFwCDe=_jT
z0Y4D<e*zx?{u$sWTHNV>Ppkjefc|{YpPixK+tQy8`U^mR1#tQ^Ujxo@eQN~2BZB|i
z;!gfYS$TH*e_n4_K%Pfh+|fJv_X9oUKM*+OKO8vae@O&?8*u9Xy%u-!>|^EsFzBiO
z&t&MIVClaAddhzjaLWG^;FSM25&SO^e76I=p09+S_W@4+eGz<R1V1{0k4Ny6BlsB+
z`~wmEKO*>5z-b?T0G#7}pXYl0Tn+s^8#u@N3xRXI9}Ar0{S@FF?`Hx30?Pe2@QZ;z
z{CQr^F9UxZaOFF=a}@J|v)xw!C;cGsYryAaz^Ts@fK#9U1N<xCv)e)Q^dDvazY2Uc
zaMDi!C;e-I(;v7DIQ4cbaQXvx0{=MVx&OglPU4RMPCYytIQ4K2aMtUSz*(>BBKU)r
zdwIxb0dVqJ37q=b4xIWq3pn{-3Y>cTDsbxOR}uUVz^S*t0;k^gUE%9XKWaPhqtIS&
z0{$Z4X9MT`ppO9m2IxNrd;s{K{azm8#{wt+t-x8|*8)ER{LcVR`m=yjKf^1HJZ?VP
z!~E~OQH$>^|Ic$QCj$R(lzSTRG2rI`9|wK~@Co2I1HTdYuYrFP_`{#?^-2Hm@fLUW
zT59Lbr-Gh-<8t8N0{=C@Ij_AK_z>t{2Yd?n7lBU$|0!_Z6ZtdnEudd`NVvWSS=`lk
zFWZg-pl5wI0B3#2fwR6R0B3za1f2Aj0w?{KfU|$z2%LO=3Y>g?1Dt$*51jq{kb$t?
zUTATrx0hSJy%hA++X(RO_x1DR`+&25{uglehn-e=dA<!k4+hSD@&t=JIo&ut0Q4NE
zD=hBfs4rI^%AYpqZ$i260#1282%PcltAXDPKK}qtKD!-i%2)P;eD(wW9q<_d{$1c*
z;3os00nTz?2VBKwoImp!;H3WoaK``d08aXQfU{oz2F`f?!w>U%p!`n+PX3F5Q~n{~
zq#p-P`Og7P`U`+l{!aj>{MQ0M75cmhIQjnqIOTun;a(4<-v>D5KLj}G2Z2-mHgL*6
z0(=eR-vXTbfUg10a^DG@_4+b!(%%4__4*5N(%);f*AMIUAmFUm-oRI*Ui$%Oy%qvz
zxhsLQUemxye-d!k>q6k9{|s=}>x;lyuj_%cUN-~ZMO5|f{fxeT4xIJ<18~Z->l&|T
z)^`DL(jN$%_1z4d^wYpu-;;r}zF!B<@%266<o_Gsl>doqeZ5HkOyHD%2sr7-fm8lh
z0H^#H11F!$fwSD(fRp~Wz*+8Jfz#jH^#!KByUV{+e>lzj@4N?ET+KV2$Da<I{?D_4
z(+_z*aQY#y15WvW2Aq8U2%LQ8tuq2EIqA<l2sripNZ_P@3UJad1Wx+pz)8OvIO$&s
zob;Q4lYSd;(w_pH^lt-B`ga2-{l|cl{!-wizZN*#<vYOHE<XiMKED7?KlAZ}z8!CY
z9X>dMZvcKP=wA)|d%)jk@%u?Js-OQvb$I!659q%S`hC}%-&Mc*0q_HX{}6Zw_>X{Z
zi{PKKxEpsjT6sPP`X7VOuQK%R9@g(8^bdZak>Bxm_ptW1xT+WVFU!!odsqiW=qEGu
zw^;eNN9Zrg(7XD6IzoTskzW67$4THnfqq^O{HMT=ILh<64fwk(?)3BieGT0O8Qk4(
zx-f&g`%@Q#{~6%_%M88a|N9K?`2Q(`yZcjrkMQ5?MZR9sD0d-n#<8CVoa46>!AF5}
z{2m9K<M(60*<LqC@CP03<tP1-5&Y*b3Df^Ag7?2POn-C)zYzEU^m!$4`W0UX&iU&n
z!0A^!_+?%m(mxtF=l4axX%DwX@QZ+Ry?m3!T|eK$h%xU6py&E`x3-t_cIe?rz<&mO
zBXH{Hb-;fP`VRmnpKE~s0`xxw{!ZY(0nYxs)62d5oY(dPPJJE$oPN=W#hu>VJ*neB
zPrvBxz<&ujKM0(1eg-(_&94IA2tKz1r<{MXxRdk72hP)f{snr<`GAi3UD<!eVV(h;
z{c}0+J0Q;{i@S1N-h>IzUjh0PGxY8p?CU{)0qEZjoO=5-aO(Lg;H19^IP3K*;OC&+
zM{Mx=VSM#Tz!_hCHgLviUkaT4{FT7j53d2v_PxpCPS2Cdd67Rq06p9H@4%^_`wp4!
zc9wrpKYIaZKRg0B<$Mir%J~k9J2~HP<$O2jDd!cyDd+XTDd#P~Dd(NQIo|&YoP72h
z4(nkVaPnCToP36XQ=V4<C;jQbN&kM}r2kX|zdC|{2RQlv5;*z)9XRP9)b;wI9-aW4
ze4YWEe!>Fa^b<}1ek#V@8-R11o(G)s={JCr{=2|ApZ)?k*9#BZ=<CaVz7jb3uLb@t
z$bS-W+KsmWr`<RoIPJzYz-c#r2Apy}dQ({bDc~HZr&!#LQ+I#ujiBc^{U~sb)60Of
zKYRr^`_&!5*{^or?Byq)eSnkCGl7%Ovw*W7J{LIq;VXc%AD#)Ee#<9-vp;+ZIQ!?X
zfRp|Yz}Y_^J>vC1`X>WtJZC9z>fz`J-UUwm90Q#CS$m9^=U4aj@&6kl_`{F&^yh*8
z0N}h2vIIEge-Uu<nE*~cuK-RyX8`BDvkwC&pHBlPpYKNS+kjJ_zXwh}{{T+<`;B_N
zk$z9$q<<7}w%3us*`LROvmM_Aoc--Rz}cU#1y1@KfwMpV1vu&NHRkKf{`@fD)WhNk
zeh_f#XC-jz=i9((4{x`)vxoOs|M}OTr#;+#+{@4S=U%{R$DRzFc5D>*uQ6WU4g5F2
zF9lBde++yB=zj;C<^BzL7xa5g_<FJ2rvhiaRsyFyQ@|<DYc1~d?EL??fc|{Q^PUX7
zy9ak6=q~{MSAnx#ZU#>Ie-^>-iQqd=di_wJPXYcx$a64o+L;#sXFop~IOTjhaF+XC
z;OzgO1Wx)ZfRp}fz*+8(BKX}AeAnZ``gt&Lmiq+Y)Wb7?lYRkkj_YH94?zE~27Wv6
z4*~x$@J|7!z4|h6+QVN1C;gv*(;n_K<@H1QrvRrtd=_x(XC-j9*Jj|PKOQ*gUjv+a
zegkmo`F7xMh2CB;?dwH5@G^_L@$T-yZ3I2->MMbB{Jse|<v$xZ`}uVizn_S;i~POE
zgN%IN2mR@g|MwAmw;5kA(my7GFNoj+5xgD2w?y!F0sk%JzX3Soz25^)z5NC_+v~3u
zckSiw!R@rg>w)dH7jU-MlYq0_KHzMxmB6XzY2f7Z8sOw}I&k*q_W~!Mj{+zC<-kdQ
zJ#dzL6L9jm6*$My0b9L3e}{HF4LIB7EQ`B#arfZf1A4a0XMwX_t_IF}-2j~RTDUDN
z=Lx_m=j$!*<eV>cQ-4keJ>~o`aLV~v;FR+!;FR-Mz)Al%;H2MWyOB%9!Ps6815Q5s
z0VkjNz{zJ3aJKuIz^S+QS={MO%`xiFM?g=#eE~T2_6^{a{}$ksf8uykj?x3=Inm-y
zo~x`puK_*fIS)AH`6zJ8^B=$|&t1Stztag`PSW2WIQ9Q1;N<f(;N-IeIQcvWINNbM
z@VhX6F9Los@auu!1N?iy?*{&l2)^4ZydEg${ee@?gMt46{9go|aind){|Nf`Mexgk
zv)ns@vp@VDIOAG-p6KiKDU^HSD?R=v;AdFe^-p&X?tIYm9^56s+0U;9&i?#O;Or-V
zjNtQ5@^Z3Wb^%WPtN=cMdUb&R75GWO{|5YQ;C}~x3GjaazZLkOf&a$hPM_{x+aExG
zKInHl+0@t3yL({|vAD7)7l8f%;Pg+P1)Sq_Ac7wi!6z*4<Z<`fwt@Z%$n(Ywy_5ee
z&{O_PfK&d@1E>7oh~PWD%J&oM|A7{F^1FL&dxD<&e?o@d-D`UW=qdjS;FNzYaLWIZ
z2);RjZv*~M==rU{$^ZNaerW{%S_J=51pl81KJV4@^q=hh*MlSYei3{=aE|xGfOEXR
z6}Ylh?i}^UfOEWG3!LNq`@lKg?*`8CzRM}TzW+wMOaQ+a_-ldR8*;u4_)fsz51j4(
zS>UAqGVoo%=LX=^=bgZ*&-SUlUSEOy+kk%+_!oea{x;yG|08hD?@xY>FPC~70M7aS
zXyBaRPmJKN2Tnb_894QDpVxYMSg(D7vtCOh_{qS@=K|p5b187@=MLc1&n~YE%lRbW
z)Y}r^)Z2?9_%LwlZ3H;=b_Q_zMV|ux5cJPWEiTZ!hs!_qFx8p&EzqBe{&pL1HJ7^a
z{%7Ef&)nzrUO&$QpN9fxy$-N=R-S`FPyVZclm8I#B`EhK;A(Dk^1l%{=`XXml4lqB
z`;!kg_4y*`9}PZV1^yV|{|)?WkmrsJ|EnzjyFgF=e*sSZ_c_hT<>b7<^4Y`UJIl}H
zvlnpk*+0YQR?BBT=*ed(aPm1M!{<+y&sxxv&r!h1XLE+nZVxf_oCH1jYzIz0r)Bu;
zZTXx5dh$63xbj(CKe;f&=ZTijCqYj>mjkCf*Jb$3w|s5{J^9=MoP6%c@Hx=(xeN5<
z^B3Ucv&$QdUR6JNEb9A6;Oea_r-x<0IbK!(=eQmKPJ49%@O{Dmb-=l<dAr4hG&LU2
z13lL}mjHhp`2Qzx`fpzWK6GDS-){k@JU_O$lgEwUUxJ?U{0%te+4YTH|CHw;z$wo@
zz$woG7T?|K$Jv1epr<@5fm5D!z$wqmfK#4hfK#4r7T?{<<Lt@Fpr<@%0;fFh1x|S`
z0#11@1x|UsZ1LT#JkBnC9rTpvN5Co1oxmy2pMX=Io!{i!m-0Nw;=5aUoPB!)=qb-r
zfm5Evz$wqcz$wpa;FRaZ7I*SEJ2?b;%Ci+X<v9g7<#{V`%5yGo%JUJ6J9(VF{RHSK
z&(**w&kevS&-Z{+o?if`Joi}K$>Z$y-$74#9{6V8?v&?|z$wp@fK#46;FRaN7I*SE
z`~Q5<Q=X%NQ=W~$DbEye%5yGo(tiv%=`RJ&dEr{%<ntZi<nvSD<Z~Br^4aMvUjO8C
zf8gZvDB$GtG~nd31UUJu1WrCj0w<phz{%%0;N)`(aPoNzaPoOKaPqkrIQd)-oP53t
zoP2HpPCmB-C!f24lh3{08g8!#0w<rx04JYk0H-|5fRoRG!0Dfy3jEajdVk<QfImqF
zpYw};1pLXse+ztn;7>c<*Y_#Fp9}n{z+VLX0N`7JKMnZVz@HBMqrjg5{A%FmpuRT&
z=XsBx0Oz{wAHbgp{(GF^>)Q|hj|Tok&>sMt{11=d9pL0Y1)Tg}4V?Vn44nPsZNS-2
zz6_jty9fBmsP8{4E>+cjtn(Z1{Wh<kKImaj;MD))fm8kkz*+8dEbhv6{^1JHv)m(q
zv)m29S?)A&mV2VbUAfK=d=2PX?mL0A-1C96+|K}KxmQ};mFxVyYe3I(zXP1*-UgiI
z-UFQF{=?#~T<6!_`^-rD0%y682hMUA0AC=5IQ#P)i@S22|F#13tnU%PS?&hlEO#0>
z>wBWbUAfLrdkyGW?mL0A-1C96+|K}KxmQ};mFxVmYe3I(zXP1*-UgiI-UFQF{=?#~
zT<3S)`|XkT1<rCG51i$$ir_B<PP;S=oO~vLll~;&q<;f&(w_sI^cMgp{ilJG{`0^|
z{|(@z|1NOS{{lGae-E7W^WNdxh4l9WPWndzC;fiFN&i&foEO@_*?%@$-1Q$9SDXYr
z`|T;f*?-;&oN~SoILp1z;;!7Q9&GgTNzk+0tAVrJ8-TOi9|LE(cUat&>*k%iK+ke_
zKFhZk%Y7hlmit)XEO&p4yK>#UGavLU_h8^GcQtU9+Xl{ZH(T75>*k$F(6iiAfV14U
z0%y7J1I}_Uw74tR%{!k2J<GisILo~OILrMpaLzk-SlpHC=AFAh&vJKuXQX|Bv)so5
zXMOj#xGUGqJM%%$at{X1`mP4fa@)XJ?q-X-a^1W$33`@$3UHSDR^Tl6eZX1ng%)?^
zx_Rf5pl7*P182E60B5;>ir_n)?c0lXZx7()^C;k?e=2a&F9J^b6~IZq1~}<o2AuRG
zz)8OyIO$IXPWm%}lm0!xN&j)+q`wR}>AwP;^xp(d`kw$N{jY(O{x0C0rw%^Hx9=k9
zT+W}|416*0R{~!G{GGs6ZbirEL%?5-b<h>Sj{&~ZySzNhz-JHO&jP*{__KkxfipfZ
z4*WTwe>-sU`3P|GxdJ%(d<8i5|8?Nh|L*7d`aS~k><N4T`dJ8kA?Q~F=lz$XfFB6@
zms(sPy$*fBLyR29fd09l-wJ#?<aq;d>gO!r+;6=cIO(qePWt}_PJP}4ocjC|@Pi=#
z^Um{nUJ3kVzz+d_0`OJ9e+v9C;C}>8J`a4iFPCx-0ACG09|Zma;Fkhl2mET_gTQ|P
zd_C~r04M#wfIkWC`{4I@`CkY=j|EOX&j5Y|=${Lm^y`5i3HlAdj{-gg{6)Y|0)8~`
z^CS4hz}c@p4V>+D8*sMEAAqx6=DpYJjrH9VIO}x)aLRuWaLV%v;4eje&je1p@qXZK
zwD0A>Hvqo|IOC`{NARBjr#}AzobvDWKCd6@b6?=p+hU7LRkgj^!+bt(J?P2jCBVt&
zwZKXL7U1l+R|0<?^n5$;<-iYpzpvLC;Ku+bpSJ-gpL>9_z2<$u@OOIHZ0+`aEUxzP
zx$pBZ;I!LM08Tr+5IEcYxxm@J9|F$${ucO&(8ImYH}WevS+56M+|_HZhZ?%QLC<>a
z2b}eK4shN-9S6?(o(!DzeIszz_jKUw&$j`mAN4znyLxT5_4*U&UkUv@=mM`F`ceA;
zKMC{)1E-!h0H>a}Slr2Txs~UYpr@YS44iuY0&wbi-Uq$>)bqoD(_eZlaO$}QoP7F$
zv%S^=C!ZGrXM3Fv{AB3!d%#}>{4WuF?+^L<J_h!4AB!tJpCbQo_UbvHKNb8B2mTu1
zM*(NOj*IX=4fNF8JAjk_M}hM^&o#hb4|#3`PWs;gr~moT4}1N*8hrM$xIpvXB>!;w
z>5tH_0{vS-KL+|U!2e|6ZwCGv@Ohiy?#~;5p9%bJ;PZCyc{lKP0RISZw%1j_Dd)F<
zpAJ6XwYU=HEcFlj=Lf*w3H)c^LplEkIOY5saLW1lkC=jXmVeQ1+-PxC<Sz2}9uG5g
zw}75@<Cnl`uO4xs`A+etoqU4D9sm6;{{uizJGlZl?c^YEmir#y92cJgPJ41CaO&p<
z;N)`~aN4)u0w<rlfzvMCev#MDheR1}9sMuh9|peP$2|Q9fxid%M}dC@INSHz78lY~
z`+gtvsrCg<J>To&UY?6k?xDb`x0e8?{x<=q-bR5_Z@XOV%VoVDV)1Of9tnEZ>q)>_
zuY-ZJUZcQSuU7(Ry-owpdc6fW>vjK2e7!D)KKHTs{cL+}w&P_T=y{&=rNA!%pBalg
z{p|ZVQ{G7#d=E9~<<F@ZykpBf4gAl*Ja`#!%KzI4zV9bYIm$keetiUgLj=Dnf`0=z
z=lzF$GF<Ma2tEybBkKEV;EZ=&1Dy4`5%`nAXO~Zf<#~_AUAtds^}p)Vo}TUA27U$F
zeazyn-Cu6oeOm^1?S5hgckTXa@MpWf8~Bwd_e;Rf0lwE~y!>pJe&FYU{s`doLps1Y
zzP1AA__`1{+vN)2UqHD(x46^)9ajI3`mC4#YS2FcIOTk*#f4Pc+cT{G7iMs$|7986
z>Hk3Rr~c0delFy>82B~7ZwJo$F8&W+uWLbnG4NNR-(Cm&E1<s}_*a4dD}q1!QeW=Z
zK>s4(Uk84R#a+AX|8VpDZ!hzFI1lb|xyLzQJjUX}IyDdO2YSvIE#RClo)4V!#i_u*
z0r}q%!LJ7XU!cF<;!e)1Z2$Ro26z4EmJIIt&kw<${pX*+Ij=qNb6#(p*Y*a^akmd}
zj=KTiY~SM|_`4$b&i`rTaqYg@w)>(hyqs*`gDvj#=KR=IplACY0i5kS4xH`#2H<Sp
z^CI}?fPWM1d!xmjobw)U>hrw}?%Maq8Qit+&%mGUd+#f~e%QVb2hR507dYE@Kj3WN
zHNaI)bmzyu3poA%4_VyR_d?r_7lWSu|5t$1|GybH+iTV5!}Wa`aQf}X0%v_EfwR7k
z`hw?Ae6z(}|GdwhhVFRKvwyzX;!Y2H81i}V06qKX1;E)}Uja`3w?_E?6!heO7jW`l
z_C;S`@*f6%6WV<mIQhIDIQg7wai@px+5Yf>4DR~*e}WI?zaBWty%YG&kn?_5`Fec^
z_)_5C1^xoy?9VT?xRd`UR{k#N*`H4W&i?!s;Ox)u1I~I~1f2c$O5mjbDsa-@3Y_#m
z15Wxs0Vn-VUz(@?D1V;x4+T#9^JL&0kA1+&=WyU0cjsB$jl0Y3xcfNhZ$UeL6*$}R
z+ZK22xYY9bKIqwwe*n&Qyw}xU4{XQB0jE6A0Zw@ivAC0Gy_IJz=qb+#aLThCIOX{o
zaF+WWi@S1<v*rE>^ep$!z*+9DUk>YG4RDtGVvD<S&#>hVfu7}_2%P1<2{`NfAHdlU
zuLsV4coT5;!(RX=pT7YopIxr;dLW-i04JXVfRoQ+;N)`%aPoNxaPrv%oP0)sb9{Zy
z;%<CxeuSyd*FgV0X*4(Q{~S2m_xBce?R$r9-@k&M?fZ~xz24Zqj|0y3eJ*gyb2M<u
zv(e&Co?UFc#z9YcUJsn|yc0O(xdS-M{e#6_xlgd={sZ(Z_u*d&>*0yOS?)M+mV1K5
zUAfP*<(>k1mU|v>*7qXdEcYhh?1y&%XFt3LIQ!u)U-k7RpS^*T&l7=@&tl-@vkEx*
zybw6~YywU`uK-RyuLDj#ZvxKob*shQ_?owussCR={{v|>H@+Tro!1ZBcVCOU_C3e8
z@BW}?`yK?G?YkB@+xO$ZS?=W)cjaDY%e@NpEcaI6EcXuJEVu9aaD5N7xGVP-TkcBG
zv)ndtmOBod<(>na?f!A#Z1>B6v)!);PCh>bPCj=4C!fCoC!Ys?&FhDJ_6ANq`v7M@
zJl5i_AD(0T;fbLC(eAz<o(-J+;R1^bsgA46w|qVZdbZ0oz}YU}2F`X_{B>VnmV2<p
zUAb#)xvN0Wa)*Gk+$rEJ_qD)x5fQH0&&ctv2>vVJl=F`kcXCczIsXZI%DLw^e0?eB
ze!wZ`8sO|FL%`Wj#(}e+yb3t^yaPD-ybn0}d<r=ETnn6hZUjy~Hv?zC{R{B#i&CAP
ze8_)!z5NjQkruz7{H)sXF022WL9g&{*!H~}INR}G7I*D<o#nIZ4Zd8q<70ud9iIW5
z?f3%V)LR!g^)?BddfNh=di%1)ogNO^+sNJj-(G&DhnuV(HUOs{#x3sju&?E_74+1@
z>A<On_X4LLz66|lxEVP0@Dt$F!_R?J56`^O)Ys|Z{Z{@<EWWe+%=-SP#a(^3Tl%X(
z&-#8JIO}^SaMt$$-}L%teIEy$^?e#}*0%+m^_{l3tM83g{?~*4XBaPM1ONZ*-Fv)N
z)80S)g%E`zgs`MYlAIDks1zZD5ONOLLhR5cgq(BEc{%N!bBNt0Ea#ka4xtFKu|o*q
zx#pT<+}FFY_qc!U$Gz|8`Qx`<uMX?IK7HpHV~#oIyyi96YC8S}{>ft1<L>9+aeSJU
z-KkmV)oQ;!rcP_z`>0!I{5ah4ITN2k{jYIf7Yul<+8+BmCgZPXeDBxGI<ddqT9=<6
zoOrx{dwAmUzSdE}i}~jL+cCKP{WI=<za4kKH-Dqr-%l8yHStgJE%2H6cKB!b?)c~U
zzIcE91l;{TB6ua*us)9n<9SZvaXc?fJdWq3)OS3`;*QVb_!qSEReUJ({6qXWe8D%X
z<Lvjvx5KS}KJGemW$-u-%~mYy-ay`U=0V(b=2_fzW~sNT?feJ*?TkC$w!>Y2cEg>A
zd*P1rBe?y2E_m#3x6t2L$=lz*<M#I_-2SdSrP|-q*<YP;zkjL+?)TmF!`;8f;9oJG
z*W+K~Z{XMBU*q54HE&njzZc#Tw>@2O@3(Isyi%g!_=@j~?MmMJ>IdMC=TO{vG75K|
zT!K4KZo%!>INbc>xZ8ab_rCOW+&bUm&d<HxsgASr^N`?i+=hht`3LgO&$Dpn=jFKL
z`8VA8`6}-GoQ^v`=itt(7VlR3^#k)~9o+SQ7rYPogYlj56Y<;e>v8jU<HwMngwMvO
z<DQQiO|AB84*3;vx4RDhJ^8M<^Y8%N`F1?+JU<n8zFm#G-MewO`yg(eM{(!vQtwsA
z!Fjt<@Jd%3j`wjZmbul*J8!$<&fD#A=j{Qw>)RQ)<8~$PxZRA~-&=9}yX5=-y1y$1
zkNuq$`rDek{oM?=zuV#VcOdS(9gch4jlq9nzD>ZL&(Gl=kDue_7y6(&4nI?WN!)g>
zihG^5KJGm1kGmfS<L<{l;_k<@aqC}-o4*owzkh~1&%X;E_j{L>%5nLHy!(B*Y1MIa
zzqiHR?_Kd98Rz|Q$LCnw@i`f{zo+B&cl+rz4Ijnp0{gp1@YvrGp}+f)x4*-1`+F8{
ze{aJ*A3cG4K6(}Rd^8>RdB0!r>lx1#KdkoG^V9~o$3=hK^VAWz>;DMc^VBW4`TKE?
zqnB{cQ=j4<r;C47?bjUoTZ_Bht#Hp5eQ}SY<8kNVIk@xiGTeE1H|}<yz}@akxOHB`
zozLB7RL8;j+$VUP&-GzG_apCoJ`#66567L)*W=FT3Apq58Ql3i2Y24K__*3H=j}SU
z^L7{9d3!MKd^izz-d>NJzZ-YnPQsnH({bl*qfe^+a^9|pyWP!j=g)Sy^JfU|yd8-<
zZ!g51Z@1!Z_hH=aPQtD8BJRAc`LsF?uK!JN$GJV;k>h=P+}CRl;2sx`2am@^<5p!m
zo+IyZ@e%HE@eS^A(RF6EU(V<L_)oNd816hd2X~&|hMRu^_qydh-0PEBxchOr&#LWr
z{<O!PKO5oh_ib_O?}D4(19zUBjC;Pj8egDt^EJLtaVPHlc@6jb3qHjCeuS@a^NW05
z9Ur&b5_h{><F<c4{MW^+?LP%~yBFZL^IF{ey}0$?#QnaBnfNb@SKG7l->d!gxLXVN
zxZ4E(nmXI#o)`AQJumzz<D+or&-u9X=Na7n^>^HUwf&;nU-#Gcc%vrO@i`E8yI0}v
zms@f7;{@FN6x{93!rkuPUsl_HJ>!2g?)ozlcb&N!-;p}^;yv-FaL02B?tY(vyWfAp
z8#B&LzN+@i^<<rlcfp+}o8yk#LAd+<Y<yALb0_Zpnuxo9pU2J5z^%XIKdSxp{Iyr`
z%Fs95f9N01Uk8x){B;uU`Rg3q^H&}2I(9Ga{(T<zI`AFb@oX}y+AsUt27i=!wE^xt
z*%tRawKwj0>JZ%dFbuc;>A3mpaOclkxZlV9CEkSjv+&o|aj?#z__d6~>A1)5HMqy`
z1GvZUYq-bnC%F4}F7EN$_?v3`9k=Ci&kMWY_G>Wi`Ql{U_FRE4$#~w1+s^xO+xZyo
zdNKpIoxk9Yf9<!`ad5p_54V1|j30p8&SP=wjLi6$jNgPipU2|P!}oB{n~i5z`|EMt
z7GH|}(gSzh>xa8e9*CPChFkw#+;#HP;BlQC9oETzkawMI{9UzQu9M5-u9F+#&FOFN
zjPH%Vz;QhUUz$3n;mhDR;$Huc$6W_r$IX9<x1fHb@2lhB`&`T5zK&Q4-<^JSz|C)n
z`}2i%#r^)5!T7SY^CaB${~Y|l#j4k7SK`Z2=dbwk_|td~>b!%y-LG)ZJ3rzccTIk%
zj<a=E#clrvxb4{jxBi~E$MqPzCH;K{H-EyMYC9LM{B>&E^7C^OpAmegALq?~5&X5p
zX9xc{@%S9zNk7e7XKu(pj!$L2y^6n&H~zU=XGQwEe#W=PS0ev1K9Tyf@iF*rbF16+
z`>#*MT|ckES7y8Qxa;K0xYrw>;MO_hmuh=frT+1_$NLSq?_b}EJ3k-7turZjWoXLx
z$IE8aOeSyrskrsO%=jGK`M>C|)&5#%Y218!-1+}B-kNdy1YaHh9`DJzvD$Cd_UIjO
z+p`{Sd(OZ;FI<Bkz&v~eABca8TYt-%1sWQ<VC8quBfI0)ABJ21PTcyx;I_ZT0@dvv
zMmyKQ55>2@t$#jl`)|gr{{U|NmvHOP#Cx-US6;B%e*FO4<KhI|`F{rPyq%cwXK?4w
z3%KpCS*Y4h+tU<xJ!y^G&W^b4JUHV+aNBttZaeGo^*Fv>z}Lq=#W%ngY*g*9zH-L9
zWPI0*AC7Oxc8|w5!mr5qO?YSWcj1oPeYoTHBkq1|x^Q(IJddn}cVWAy;+x=K<7?xK
zE>f+(DZUKep5tW?+;$GbH>1wo_&n_iURfF%&Mz;tD%aWX$#<nr^F^!ebpCh151^e}
z;_FgpH{Aa2kK5lPaj*A=;~qz&aqC=-J0EVt%|C>@-IsB<`wnjXf8fry^%_^lb92V0
z7rq7FAKwxmmhp4&Zsf1WZO^Cp*5rS{x51ZOtlIwWcx$`|z6I{{t9#)!<cH$E&vh~G
z^RBnx>u|oiAMZ*1S8>N-sl}`PavWC09f!`i<FFm>I2?jI4yWOc!yUNybDqW>pBcF0
z^DAzhWtvp`>$t6gdp~ny+&VpQ$9W&z{BgMBe>?8@KZHB}ui}pXC%EIkVAE=U9slKV
z@272qJD$DpF|2$2amV2}-2Q&DMA@FW4%fFX*Wp=-$LGwyOZ?@qZvPa#xc>Ax^F@}d
z_SbcLW!&qNwQ$$B9Wve@cir0ux4-uXkNvG#z3lI!iO2pvnRx8)v(&f0Z{YU#3*7$B
z!R>FWrK;nmuZi2=4!He21b>5d>15peIQ&iWlW_BkG@Ez+Ob_#6nc&5I*nxGgEq)aB
z`{Lu7&nG4IXNLNxCH_V5F_}8|CHb#I{=vk54n8?kXIhePv~oFrK23ay;J;+*G-*EX
zxOEHjaM{G;JX|sHWkdZ{gQv$`PuzL95AHlX40pbrpYbuc^YB{SdGaaVhxzauZocEv
z)%kDxHwhk(-}rNKx+NaJ|7BO|*x&td`+IuEFTm~ZCAjUMhTHycgU9waE2mG*&*W|A
z;>%RW!FH|`Jl0ty%!k#<_hp>-$8FEhq|O?l&T#U!=NkMbj?=p{bso&*pToVreLLeb
zamQgU?tQrxT2#l)*Y)e;7tsDKg2(ZU<It1*&Wz_{Nxoeew`Vi?car?tA^%|}|80`*
z81g@7@=ceWcRg7z<XZ$U)(6|)Hpy=o^6O;sTO|37L%wGwzekeaH01Zo<S)g2Kj?P6
zH{(A6-vxgrc-)VhhwZ*h-uI7QC%<83KE#iy<aee1bn+XJ|16WAjrXI@Z}@KbV#`(M
z?e2JM-1oUQ!!Ke!Z-;w)?TPz-#|ij_)VU;h9M5=MTut72H6GuC_CJB!o_BDM>yL5Q
z+aGZ2G+DknZu+XY_1ojt?}}TeFYdS<gquGKxBfY}=ZmL<$8oL;*8`IikJkflB;GB|
z^LME4b?HSdtK;MPe{=A--FQB_gS_kiL%8GlYEmbjk7`%=*W2A7c-(HBSDTS{yL;m|
zF+cy1sdGXme>U#^8k6zA;P&@ryf^KciF<yT9X##tT=E`AqgO1)E#~9-WlZpNJ-;={
z$MefQnf&8PKAvBm%jDlp^6~ugQ6@h-$;b1{+)RFnmFDelJija(JnioqNj{!mI%e{x
z;+|i|;GSP@!9Bl>4<7eRJikmN@A>61@}6IwCGYv=CGwtM-pu5u<DOr>z&*cwk9&Su
zs#Wzk_59Kf_x!Rk?s3!;cbz;0_xv&<cpT5T4vZr2ad89g`DGk#d!E5PeqY61pJ(9K
znUnFRD_6(O`pe_iUkkVX=D6dwGj4tWZv8*vo?osAUW{}9%6U1i^Y@YW=XJk?@5y=m
z9o+nEd~fnU1~0a|Wo4a=+ikW=b=-Qhex4mX&WD)4i2M=cZ^jQ~yY)$(6^eqDk4fa6
zS0CX1KQ*hYT5ac~N{#ru`g*}Dn{0UhVqiG`?ioC`Ki-$vpE_>$IQ#?ZpM`th<_6s3
z@lM=%@)$mi`mf>M=lK%1{*Sozm#D3dk3Sb>1>Bz>y8&+fEphAbi@!$u@4>C}Fm9b!
z@s+9b5xyhy=NH`ii>+4eul3i!UEemseXepSZvI@{`|5SL^ZYT~I#cmA>F;dZd`;_W
zzYby?n&AiIYvPCCo8gDz+vC<h0JqM`xa~X#_x;c@xX&Lxjk_OT#odpe1g{KP!*Sg&
z9M@kazDMwdR<Dkm$Mp)h?`w3#-H)5%gBZ6xaL3_5ya(&y2;6?1i+jGf3O9cXZhky&
z{!!fgOSt*Baq}~A^WWm;7i?1<fAh=Wj?XH%bvD2~Z|;tJUfVl(F;BX4UOR?-bN1tD
zcyIRC#TkEt`U_XK5zm9~k@r0KO(y?SCci}6>bM<FJ8SVH@D1?6c(>s3c!}rPUgSM4
z_QO5TUWa?0y(f5OlMTn?xNzJ(PTtqEuLh6piRa&U$osl-7JelCnu|NHnygVBH?Q|r
z#XXO&hkG917I(Y5;%@g)-1GPexaaW;aqC}=TmNp{^Y}x!=kZr?>%WIvf5A1Y<K}sM
zcicJ$;MO@FcfX$*Jnr{+yj(!u{eCm<cE{mv_fg#a{yOe;#mBhU6+h!{chPp$@o~Ft
z@joy>x4}KX?}8si{$Sj38x}l{TU|K5Mv!;huEcHsSlssi6?fd8$8FEM!DD-F3hnub
zyzTiBA3}c@Uh7|vXA9i+td1W|o%M0ATYBMM=M2I<?~lS=Z?C|8p6XV7C))EUZhxQ0
z9shTO$ML)+jwgB7=efA+f0Opr@$@=yHQei#&iFC3e^=b|$dS0$IcMVLufmU|{;jz4
z>Tkj0INTb>;W6^gtG95+`6JwM{swnmEwFZV+`JB14!2Hw+&UZKUbl3|t+NwueqY@D
zVYvBWxcSp@^B3dhuf@&Zft#<#9f#*}>%4<o=VRRb54iaz9jg1w?Y6?rcf!qYg`3|c
z<A>nZIT3gMoPpb~t8lMlC*!^j{TTOn`6hTgUS@^k<tOqUFH5Xb9XHPlE8vbpTipI`
zjt}Ly-W|7{2L_Mr{5G`n2=cb`WZdKW9NczZj@!-~anBd`;+}se<G!x{6!*NaP{-<c
zu2tz=yzjIuZu?iqk7L|A<F4m>;jXKP;;yU5;*S4_;BoxF3*$eEyyJg8?mB-jZhM}?
z?eCko`|Cs8{q+Ohj`3V{-Ey2``=^EX-I^yJ-*;Os@gG8eR|=j!htn>}FSAPJg-qq6
z6M4_SyCnJLLVmAIehBV7ITQE3$CXL_6+-<R$lIR#amV>-+;M&dcU_u>Tjy)sI&*RB
zH0i`~!RzQ&xOLXVt+N^KI=L_II(asJJjd7FxX1OQxX*dMjQc$22e{i^dA(|Xmu9<t
zakqN_{zvjB;pWfBT_0}3omaQx-hW$u{c1ahvE5F%^RO>|4Eym=-1;Zu+mpWqcRi`c
z-R_6D>*SBP`8FF=`{laV13!WO4#2H52zUMu#htg8;pYF0o4*Hlo<D#)&)>lhXFO*G
zkLzJ=n{vJSDe<@-{+4)cSWg;lSRFT?Lui4!-Ol)SwC8x-?|-}~cx>ki#a}8PSCV%f
z8;iT&pTKL`k8j~8;-BIt;lJX;@ufGaj>Dhub#Uixcij9QxZ6Dzce|tTliBWdxb>gK
z9iKPwQ>gQK@O1pYA@BJAiaVc|>RcTkeMQ{)ye{s1J`8uBoPoQ4FAg5t-#yIRtH|HT
zJiG_@xPBP7{m*9n9o%;QBY132oX<aycRZKcxH@k3YYp6Xu8-T!ErX}q-Il!D?T=gM
zu#6AI-H)f^*0}&Te-rM0e;#){r)B)RjJNGl9na>>^R4jS%!dPU?_-~d+pmjpU&mdG
z+usj@$NduTXMRfF`~QtMskZ-g+TRWziTB3Ozz5)G;)ex~?TPdAX!1VyG6DB~{`0{r
zr5o<&_X@||RPvr@zX%?;8}H}OChzNu#W$^v!&$U{Io$oy7WaI*3GV&;?Q!qt?~l9P
zBXPHTD(?OKOK|V!--=uRe%$)c;@;1H1NVOZ-*M~zfLp)SX4P@_e*O^LI>T}6jK<yX
zb;09)kMn;ldH4GxxZ8aWce`)n?)R^7@8|!9dq02KuGMjHyQ|@DcT0Q}^K&2E`}u=$
z?<bssJ8l;TkK-2a=U+wMak~$<{g30e{}tSE`xv)9-vy8DiTCq=A#Zz@*}OWQXEQ#l
z;<l$FZhJPz&!J8q-23?l;D?ew4flTjjkxRWJ-GMtpTNDJ|2A%aKgR9vcfsR$#{2od
zkarzkZj0)8y3V)7y`R4s?*06}xcBpq#64e}5<IrEXISUYB5ynEaO;f6&t<<nfji$`
z3m&%{@AJP)-ud=5?)d+LJN`|#td6JiZ6)0EdnepF-Er&egnK=(FK(T~aPz}(^QYtH
zFUHMZi<`d#H~&}M{L{GkcW}qyW86BkaqIksn{VE&y1&e~#ocaa-28U9`Mq)TgEKw?
zx6Y-w^XGcpevQYy9{wEnKGJWv$4k?#%JGTEOT5qDB6x8>)8l1L-1Ef-xZ|)TZh!Z{
z&*Qirg4@nN1&{5F_xaBtZ#&1}9@jVHwsRbAJ163vM<(H(mp{S1&-M%M`C{3vnV*%;
z#ryng;<mpx?)CiPxa<5ixa;bzxa;cuxa0qL@HqbQKL2y%9sjqJd|dyhlXv}}joZ$q
z+f>KLacGIVAKT#W$Bl6B|Mv(U`!z7!@7gKxc)zP(;_?3fp49h#*C9zh-v9ptdB<UN
zl8^WQ$7J%i;ohgM$Is{ZdM&9R@BhC`-uC<hcbsdwSNDtK+yr;MS`oL-+PHN(<JRec
zTW5FNI{V|+ISzOI9D}=lK8kz)|6|<a{X5+I{|oo1j+^)Ym&M)gPPq5~N8xVwD*OWW
z`+d0ir*PMew{Yjx2e|j=`}VB%%lrR_;m*U$@e66^4Y>JtaM!)Bar0|!TWyc`!FuD~
ze;$zWLxRWkp+2k+LlTec!*Pj^3fH|SQs4FA9NhL?oAC#5@00(8dmn7=Ue$4M+<M~P
zKimuVzW3p{_n%M2z5jd}?tSKQxcmJX-26MZ+x;GQyG?pm`|Ex0)o|<Yi#vY~$4_B?
zo`<{sT$}N+xa-fuxa-dkxchOL?W+B9f3?FM&rNar)f2b<d*E*OP~7=*3T}HY$KCFY
zxZ8at<5O|R?eDmCzQ@h~j62S&Z(kix``absJ7oM~{37Pb6~T*j<Kl|P`&W07_dfF@
zcyI1APs6>>yg;97`}LJFzEQ?+!5z;BGyZbMXJmXf?(3SG9jfiWgmG(vyB`k?9@pVG
zo=1`Qe)wtl<<!3gzXE>&AA^5@Uy1*MJI}Y<vDz>1d+!sxQljC$_k?g>IEDOG)V~Dx
z{_`!k_n#lat@8}-{(Tqs{_~f(_n#NqsoF2=FNIsb7w-M%J@G#D_bA-@C*jtw!@d7J
z8@EnP-)j4<(*pPPPMhHAeCt5o*E?I|Zg)rA?e2qny?PA3a%JQ3_2B8a_n)uC-R>>8
z+kFDRn(?2Gd;fVB?(5uzcCL=6<F;JzIBxO&^D5*Ww~cYz-xIg}yWx)8VYux%A$V+0
zy#IVEdE0XZehuSu6K;F%#cj`H__frTj30!5f_wjYkzK0e?EU98aM!nuaIepM;(mYJ
z5ZwL_$L;U6xa-~nxa;Rrxc8ag#l6ow3-><r61!H%!F71m;Bo)P`wVN6_w{Ty+&ca6
z>)0;`;?ApMgU9X0`^+bicV1nDJI>eQj`JP3^Xeho^XX*VI`871Pd~@ae}|iI)UP`J
z=9j|FuY#Lj3pd{dH{S<$9QMGia|mvoqjB@6<L0lx-R@Z2{6yURi@5psGyV;3oke!5
zj=%f8Ic~q!z`gF>7xzBHvAFYmMDRGz<Ne`L<eleN<F4m_!5xSDaQpifem%!y&F<B4
zu$@Z;kL`^2hnFR9JKNzNj~n8)vm0(Z`{1tg18~oqC*t0Rxd?YXzZ3U9%%iyNpMiUQ
z+hmXGxVb)WgS#H~#a#~v;Ew-c!Q=SH`@=_*cl<{r`M7S6BJa9=HEuia!ySi5arfi%
zxchM$?)~9e!DGK_!vAOSQ{wUd&u@vx`@@a;SI6J`Kh1;3`f=W_K;Cg!3-`I%&67Iu
zdA1(pt#fFSkN266%H+?$orhQBUJu-Z+s>zg$Nt84zDVA7zLVtRy!tSc{~mY0FS=)S
z{N3+M<F22p;nrCnx6bCcb^74e*$21IAly2`ao6)Y-1Yo<-22sE<E}po>{T5f?^id+
zy<fc=?soUXy<dGD?sor-*Rjq&ikp80cOCl_cYgi@_j>rqy{r8l#&*xdozH*4ozKtX
z-hX=&w@&i`)$O`Ix5LdJihCdXEZqCXS7rR>;PJQ{7}l}75|8WHeTm2W*b}JlIyMQn
zJ@00GHtv1w?e?jTkN4$H#vQjSaqmOkiJ!>+eHizC^6U6;@-uPo8!xnPwVm$w6>;<H
z;BL1!?soUZy^lQ<xBfl2^XFmw6#Dfs?z;4S#uwPH+F#eD6>!(31MqqFBkuk>H+Y<%
z@w{*ed7sC=4Y$7!;P&hBjK7B4&QEdY+i$q-Uv6M^d~8o^-1cmc@$MPl33vSW#jSrB
zZvJH4{dE)WI84a+iy8kic(EUEsLZ!`pLW^(%kfElz2L=jCjLCJKKM<{+y1!uBdGsp
zwtH44e<S`E>feQ1|5^N2@-GE1`gI4}{ha*i+|U0Bzmqyk9Z;P={y&nn_$}nu#@)Z$
z1W((u7kTR+f?NM2+;O-ZA4hv`#LZ6$UbLt9IW}{`eeY@HTUEXo?{j{Kf5Nyed|-9{
z6m=S{TKTQ=u|)7<{#d6qZk_d$I?Y3!P03qlYkXze**~eXR;V+OymbcQ);T$;vqh+L
zCVA^zfLrJ0q|Q#E&K=~fGai4Neoap5>>27zA^$P?*-3t%ke{2$uXIp#p8NW-WAIAp
zhIuk5)agv#*N;8$Va$_$xb+W8>c{712a~t{Nx0YN=O=aI&j-7VyzfK(8TY#JzNAk4
zd14Qdx6X68{dy;<6Td&=L-O|PYutV<bnv{#S6sK71TT&++p`XCdp6J1=|SH1^uuk>
zzWA!lw@dL$S$}TEJr9n{_{5AqpYeAxzUU#<`RsOA!tK}k8Sk0#y)u3%?s|I?ZhOwl
z__Z0oC*x0Ld@}C&=ndTKjYSTvj$1AJcWK;twQBIVKE(6Ln&h2Vo8qfczbEea?1H<$
z_Qh?_5y4}7;`!)U^0wzp-1c0I+n(!i+jARkd;S_cwkMv~9wl#kUd3(C`?&4-9Jf8+
z<F;p^LG!LB@%-2%c=}xND!A=wkK3Nkxb4{*w>>)rkK+^1vwM(td=AHL&+)kJISscx
z7vQ$%>fo_G@qB#~dE4^<ZhIcbZO==%?fD)zzvyAr<I()mxX1NsxOLXYt+P39oj$mA
z_Q9<)2)E83aqEo2t#b)(of~oM+=pA|5!^a2;?{W|x6Ws{b-uz~KQ}nMy1!26`sZML
zjmqST*VPx`zQ2Dh?tSm6_&oR1@b=VS?1*Z6*2dSsJK)>mzOTI}?*G?z4DSDTHWI&v
zaTtyJdgl(@`<C^%@2|apx1s&-;@1Bq<IM+G$H)4uaqF*#TfZyrJlP6&o*auiZdV7d
zbgAKbJ6`ACME-vIdq<Lw=ezOb*C+op?tXa{w_ooj_0JF2{~wXJJzpgGcs($iyzN=!
z$m;mpo~3cyvpRkX^QuGeIBxMgyCHeE+Y@)YyWnp3K-}#P4j#7~&!<DlyWKN!w|g<}
zc5lMn?j6D7cH?<-JbAbKH12j^#og{l_y)|MFM`MI#`EKB@@{vLKV<eV?shlLcn{p;
zs~>Ki{c!Vtz|Eh4n;(UnzXUgbBX0gq-26n`{4==u7jV~;<&Ub4^G58i-uMH&F6)o~
z6~6%Y|C_iDpFsXjyer$Cf}8&WH~#}}f9K-%cl{yN{@z7<w!rVj`{Itn0Nimn9k=}#
z;@)Sw7dQU|ZvG|Q{=SCW-(JU*{f)<6-O`m4MCD_r;Kg<O(TxA@8Q%v#hWvzvYBe>*
zR*G6Tg&Pg^iJ#rHgh`42WvLP-C;mmqPf0xHrzL*u5+%$`e5c^E62Bt&oW!?X5~%z&
z_Unh>jmzQuFOTi1P5ks0Wu113Ul_bo#=B&^TgH23yl=+C+v)$+{@9*@nS6M8@lW|M
z-TujkW$KK`_^6DJ&iI&&*JXTc#>ZuRLdNSeJ}KjqGd?Bb(=t9Y<Fhh8C*utVC-XV(
z_r}FR`!Bp%##?5*HskFw-YM~0mMPoOCGptKZW-^D@xB@FpYeeiAC&PS86TGM5s4oW
z)`3xpPY>fTI`KFTV-kNN<m(cTb;f3VT*fD4yguWTGCn!uQ!+j+<1;fpEAc;u@tl)*
z9JiW<%K23s9z`U2<BT`Uc*~5}X1ra-J7v5}#=B*_SH}Bhynn_AW_(b_hh%(M#z$m)
zRK`bVd`!mcGCnrr<1#)W<MkPzl<~<KpOW!u8K0T)Ss9;`_*r3nsA-g$|A}87^34*D
z$4kqM*Jiw3#ye%aOUAopyjRBiCcau&ANnUA`!z7*gEBrO<HIsOBIBbnK05K9q5WeL
zkL|C^_}Gk(%lL$h*C#$V%#%rp$M#Il_>_!K%lOQU&&v3m#1D(}zj(-?^6^jWf8xVJ
zzSko2=9gZt{Jd}CZPqWnf5r!9d{D-RWPDi0M`V0d#z$v-OvdXnJ~rdy5^opAZ9?L4
z-0CwvDdUqfJ|*MRGCniovoby><28%UJ5OT28fUy&##?5*HskFw-YMf<GTtrYy)xc6
z<NY%}Fyn(VJ|yGAGCm^XqcT1^<6|;jm+`R~AD8h78L!Xyq>N9__>_!K%lOQU&&v3m
zjMp^I%>Rrx%XrJgw+QP-ZQ}9xYM1d&8Sj$uZW-^Dc)z&*Cm!3=KjQ;4J}B|SL;WF%
z$NIxEJ|g3zGCn%vV=`Ws@v(`I2<;!2cx?ZKjMry;QsS3~`jZon^`|6$N61f0{PExe
ziyNYqk9a*WvTynMpv1S^uJj>^kJ_p9VTs=v@*@(D`B8~)xP4h?bmGl|k4e0L@Vdks
z_bKa)O?*P|afuJwq0CQ6yycFi*C#$H_@u;RzosSr_HJdJnTdZKd{)NiWW1(wPrmqw
z`zzLIobhHEZ<+Dp+3$Z<zg@;VWxPwqyJfsr#`|Wxf5r!9y!c-1f7P!c86TGM5g8wq
z@zEI{lkvKYkIneFj8DjTea0tcd~(L8WPDo2XJ&j>;?s96_tTuj<2<hk?}z-;{Lgr^
zjJHhux3JyX#N&3`WxP|yyJWmu;*W)OpjYCD_bbPtZ{o2%{S)sH@&gm!F8H8~56Sqj
zjE~6psEm)!_?V2>WqfSL$0hz^7|#ib$8oFA_@s<a&iIs!Ps{ksjL*vWoQ&6m_v`*?
z{%5>d##?5*HskFQKP!xLr^Mqpcgc9SjQ7fT-^6za+wGrt-0r}P56bwEj1SBBh>VZQ
z_~?v}$#`AH$7Xz7#wR5HL|EVI6OZFIDe+fBesbb5KPBVSGCniovoby><2B*^=YN|2
z8E=;OFJV1wnRx71ZN}SWyi>-zWV~C(du6<D;%(#nPdv7NV8#b!d`QNJWqd^9Z-nt2
zm3VB==!}oacwNTFW_(=6CnSDLod1c(c1}use8@Ko&t=5<_R_KCdAVic(}tE_oAGuT
z@09T_8Sj?yUK#J3@%|YfnDIdwACmE5iO&e*HX`vjZlf|jI^$z9UYGH)86TJN2^p`?
z_@s<a&iIs!Ps{ksjL*vWoQ%hBT#fTNj(_9uyi)4TGTt)dwHa@h@lF}<lJRaC@0Ibs
z8SkI*ff*l^@gW%>mhll8AC>XZ86T7Jx{Qy___&Nu$asCmCuMwc#;0U_TH-&2bz^4Y
zao*0#_?(Q_G%wfbbe=cPc(cTtg>}AV;;}uo8E=>IPKmD(>UT*z*6)__UK#J3@%|Yf
znDIdwACh?2(EeeG$M%oN_^6DJPJEY8e@x=BeqG{&LVj%GCkLMto&zoBL-7`9d@giQ
zi+ShCd3Tkc4@taD@L?Grk@$KcKPvGpgO5)9@Ze(-?-RT(<6{%Q>7KIv<1#)W<MkPz
zl=uUo{^Z2tcBdrX{ob-Y(=t9Y@vX;~`B@pClku8m%YPS-_gJTK;(x!d%r#3q=36G-
zB($eC<LwfE|ADf8r^IIl?~?cee=YOf5??WRuf+QW@0)n%;QbRH79Ln0nDIf0H-4~e
z&yd8I4n8dLwS$jHynFCbiH{6EI`P55$0UC8LuGsFGTwN(^6PQG|KXAH^Ja;^`e^Ab
z6aO}NZQ?EJ%Y3`U?+EofB|bdVnUMHOPn31)6TjiH(kCUp+~cKBPW;^9Qxe}I)Ss4k
z>)?ZyFYCqe+4Sl1^C5{p`ef<D65sHt(nlnIYw%Ht?-S~ePJFB2H7)0D&##lp&l@NH
z!84^dOZ=<gEfYU5)TvE;wP(vZ?Gj%&_?X1+f4<DuC4TgCrH@Vgli=eL|1S81#HWP%
z^@&dmJ}dEuUo5vfC-HrP*Q`)}J?`J*f;UclT<~UzPY>QQ@h5`!N_?G{%kA||{MnaE
z@1OYe-~$tH73vI1eCOap65k+rUE<v*m)jki_>RHHC4OM=35g#Uygu=3gHK9)qu`Sh
zKjD?KJyQ}t`PI^=CH`6PnThv%t<29#{Dt6i5+5DBX2tT~#rd%0>*eQ-6W=iSz?J9C
zZ@g;pFKcQBC4PADA&EZ_d|2WO)|PcfB;G6dsKlQMK05KGS1ap`N&LCs;}ZXC+cG~P
z@fK^8UZ41Y;FA)+Ir!wnKM6i1@n_d8>rYF(S-a9_Cf+f4{QqN%RPmhlE1Q)0zTxK#
zMen$2>HQNwKKQ`I9|=Av@tV!bIztlwDEP3%+jlMVBNFcwd_v*}?pWsQ6CV|PQsR??
zPfon$PGy}biH{6EE%8J9mid{9-xYjT;x7cRd~0mONAWiNDwR)~h0nufX2U-5``^QE
zZ18m|`S|_mdI!9Hs8{UUb@A4CN4zuM3Gabhe^1={VR>k1=X%r$!_eUC<4c4(#W-}X
zcpQhdsPE5daeTT^r#6$f{$~GX{jUFJ{Vl2AhW5B0JK^1^?>OiByA}EQ>2LS>XwQbU
z$98td{l5FYxa~g}&$Ykje6&A2M$|A*7OvDhuWea4^-F_0A9kaDxNK>t(>vq#_y2GC
zN|PHt(&HkWP8<4V`#XeualGqY@urnxaoy;J@6PymoGwOw^^h;xvsC4`c%1g3&WqI9
z2j2)Eg!_H9yWlU8KNg>ZpNU_NUyM5r4`lo?-1fwm4aIo+eZG}VHGCA~;CkXbT%B=S
zI^>Hw#eBXa%v;B~@QMFoK0ihs*ZFVpb*aA#-V^udf$V|rMg9QXaqzhC``=yPtmF9f
zuRLQD=ZWsmnRMJ9s^sJR48zed&mY0pp`8!oTjG1*)-Rq-iuKnc{}{eG{y1)(CvnH&
zX?#=aJcI9m7tch+_8f#iix0t{!_UB-pYE^c$+su}B5uE4##bZ%3cfM^D!wEB8onPs
z5kDMvzO9PCPTuyvfxExn#9dDuAN%_jdA)e{EbbS_^KIPryo1MevN+z~#n+}^&Rg5>
zyzNGQDs>LS-^1PR`}msV@2(t#v0ppkACNyDFP^oF`Ll7y`8qr|&eN%5J3pKccRqYX
zzBk*QfqNcoO@BQP_QpLA`t!H<r~U=xhv6Ty-E;9z@N00-M}NVc|BvFi@hqNojQhoT
z`#J9V_IKR*_66?ve2E`Sd%nWmZt;v|Y>(^VH@NHJx47%!Y~1zmJKXi~dpx%udYoF{
zarl8cxpku(<4`<18vA<~{v+-@{|WbaoXx!Qc>I~X$Kzc5Y_@CrbH}6Y`Gq<;_qh9&
zd~de<8}58qpz>^C93Ool-1*rEcfTx*J3kk}ou7;1ZnrVsiuNytcf_0G&fCRt_oM6i
zCe&Gy`~Z9j-1Q`Pyf-6nzn0GUviKTocR750d>P#H-SW7{(F(ZZwj$nx`i|#5c&@)I
zQOEYIJRfd5SIOjC;m!x^+pk*k&IjxCp<ivtuZ&y218$wI@HMF8{_22lOFlQA>ymf=
zbjtYpczFA(;W~UnybIgi7~cl(g1g;K@bGp`L;cM%-ZkT!XWTj-r(2MBKk9vHzkU?%
zI9q>9>N`GqAL{6yN38F-ZAE?8=WTHFJu==4cYWxMJKuWZ_IEqn@zi&vzxr{w{k8t~
znfki>OP`<p)hAP5x4xdM@A&UPefQUn8Q&@6eR1pWobg?7kFS0i-wn6^?zrvWBjf#X
z*VR37=ha@g_4m&BfQ;{x@%``(m~THUUcEl?`u|hh>xvz5=k3n;Na`QTcCW_=;m_j-
z<L~3e_w>c<s2_t@sNp_R__St$1<Jn_uQv~)PIKILZixH3BfS07unv1XIv<XpzW4bD
z<7<V6#dcm8cC6>qBgwmN`~lxB)G7Maj&X3EJc|5D<n@d2A>?nsy)X0#?tP(e@uR8Z
z_#A_K+#QR1J>zv_d+HA*Z~fylJ`DG|`UKqT>JxG656}3?xb;uLtv>>{zo+8%_cVMX
z#^H3_*NM(g>yIRF{WEai=d%8eY}fkE^E0W_j=bI#Ka0HU$tc|Z7C*Z&9`CvS+J5u%
z)Bba)Z~Jw}?OgI((=W%z<J!FUpUpd-=TYDG=)OKZpS<h&1^9Nf^Fn-I{P(nH73z$p
zzWe<m-2Hwr?l@e6I}Um`wtFf0{<!_}xVW5r&fV`<Wb&8cp5LwSe7KUl>%4XP(Ee-5
z`?|^c9mrc}EBt!uc)f88zAbsj&Gm3BdHvRm-;OU!{X6k4_&D6xP50n#_uh<;$6bd#
zPkG<we)1k)f5qMI-*Ef&5bo=UiMa0<JczrVcpYN?5%Rk+Zja*o<JPxdkCD&0`^EX-
z@sfK#<w@#0ZcpQm+a%m^dlq*bp22hDX1|^%pL5S6=A9?{K*o78^^e0HH`l{g$h#lS
zyY9V6ehccqfbWdk&O!Lg<S)cu#k~%<J&xOJ<a<%)b$oaH4cz&Yd;jQ7@~*3I;jUv-
zaL-5Y;O^gdaqr7ne?Qvq`%Ne7)ER@nhd+S7kB7&p8(v?0fImUL_}=z-{qqv;`p_Kz
zki4(cKf>*o^U8Va{BfS>x3JwA)PECq9Dc){Z;g2U<v29O9f##{$Dsr6ymg+~e)s#w
zw0{rUX+C#<!|Md!*LJ>rLVee(Px0N^uI=9l|BSrr>fbZ|CGPd`Kk&V%{{`;x{x$CL
z_zmtje~T{{>MvgTbK%Ob>%;3`>wiby>!R=RU1+D<-5>vf`~|r0-`$A&{$M>mhdOWI
z=D)#xKd}q*&~ZKm_qezixBU;{KhmCOaoh6&ZhOARZO_lR$K65;mK`hp@VHwN_qcN&
z&ZV8pGCsfJp5K4NJ-`2gZ%rMyYkq+xs_W!#<QK&E$F1)?Y(zfi9@pl*PS6Lk-9@N>
z9PaV%dEfVoJ@5N|vFCla>v`Yzi(Sthx7>N(<9$)u@A2Lk_x!s!?zlC<U5BmjdCK>f
zJ^wbP&itHzmmvS2IR7q1eb2wmaQo%{bw0Qs-Cw%r-{#bRlX>Mj<N4S9{=a$twf*k*
zrD?zCU-P;1??&{u1$A7Pmdkic-1Fm#xaY^^ao2}dxW~)NxW~&X`23t7Ysq_lTn+d9
z=yqNAT9fzuxCra*jg03)cs;&4b>6_udwy(09nX)B^ZcA2ZNKNoHnhj{qwVqhXnQ<A
z+MfT!`Egms!Smp9xbtKU`sKW8hdck*!aK5GI^f;#b#R|A>WB{|zb1YezAiovUmJe~
z?}X39&ATpne)PEBfI9kyc(~kbc%9W5UytoN{@yRzn0!C-U2tE|`o2jm`Ax{Xe>cTl
z4>!ZT9@rfB`p0?Yd1njq18L8e_;9=%ejdIR?)tDbelL0Jdp`2|?OpQjU+3*M)bE+e
zyWhK$*L!4q+l=?l`1Tp^lkpuh-WPZN?1J0=ez>nUcgMRjK6~IkZ_pq2I%H4$2<q&G
zpMmd<Uy2XFZ^HM%C*b?y&*1yv&L6iso%}%Zv+(_KuYatwIIn{aAm0&pe0*Qn`P_?q
zPuBBYar1+4=fC^?K-%Lvb`b75)|>6RjvY+CALDZf?)wXe;vL8j!Z*XsZ-<-T8$XOX
zE8#oPe&@OFcCGJrZO@+6H-9L8IPG!$IRekEKOVn>$-5tW(J#;Y?k~>^M^eZ3`~mlM
zvE#E3{qlK<AsIglKZ^R7;MTuKU#$AN+xPEW2Rwf{4qH)Y2-|fWj>dicyC>u6ygG(_
z?)8H0v7MezZKvl`+c}W-??QV#pZc84dE|@#GcexQ^?W*rI-XCh?|SHZ@-FpVPu9hI
zEneNO^T&Cz8~LHM^GMwK%i_n8_w~_Ow%eKf3FN*0`6KRnbv%9;bxy)hz=z|$j{Xzw
z`RHW)Me4XtPQzUve!+d+-HdhKI?LkTe_I*%{#*Dq^@i(M_xn2J-7l^`Bj}fY8t&_h
z({b0~k+}26?RtEjLB0#)<8|^*_?hHg#~jb0<b6Na{qA_4O5XAGcyv5nZ_lDVy8AtM
zURa0iu1Ou=XCH+-pUs~{owLciAJ5D91^ABC8I5~?<9yuX_hQ`bUYhaC@y*%p7~K1%
zm*H;rDtsO4T#Y-P*Wiw)dB^iw^471zt$zb<ee>48k-W#(&A8{gTkz#Ve=AF8_I;DT
zkoUgOSbP`8&F$`w-%8$f(&x3jp7;5>$Eb4~bv#d*_qo9nINy0)?fg8I_04tQQrz}G
zg5OSiUchb7hq&$e5w|_R;;u7`ELaXi@rUb7bKG^t`!;ve&K(#}*HzD(<~^>>dp$Oe
z`mWEq*Rih8&QG8JbUxohee?I?^E02vlXpIQ9&tXq-TfK2c3f|qhF`>dyBxQ_<MI1x
z&$GDsPjJU)CFY6esXcM$^I+WepN&62d#=E3&z-pKc@noh-Y<1Nze3*mJQa67dtUe(
z?bIL4_{5AqlJWYCKbG+)GX7M?pTT|I{VZ<3p2s(1KD>Z$pK<HFNZ!|pYcE#4ZudUz
z%jD0b{$%_E{1yCr{8ilN<n;~M@3trWclQm~rOxN`$v?_*cPs9Ey9al^O~jpVkKwL+
zUT3~Wzg(AI$9pplZ{WTTdJ{jKyxVnMeT)2-<fq{MaqBoA-X-t6nu<HGbnCoF{`btQ
z52)k3nua^Crn29iSNiXnSJT<<|K_~%IWFhbhqT9e^%3s8nt|u$mDkTNGM;^yKOa-)
zF#HqzBHTK6;pQL2&A)}4{}?y#_v4uFO8!&Y>G*hDxDL-GUrQa2caJ;Qu|vuG^GS}u
zeU8!ltDmu5kGs$DBdKHl6#Vbxz3*{4*Db4&_qjx`8*4c)^dkQi^<8IHBYz-y*VVo8
zS=3n?cl~dJe@)(Y`dnhX4lFK<t<!-z-%zJABn=;Feh~gG`P1=fO{(Y3t8wR*$FI-(
zxnFe0b2i&OGE;vW+;Om-dR->(ap(FuBa`=jrt?2Ho}Mqhr(gOHxc5VT#63=b!X3}t
zJomXi=TB~)&!xWmWq#(l^X*sac%JonJdcYbS%+Ou%pcEw(a*=de!B@be?M+JpUL=i
z+<ESK|2O*UI#aV`^?2z-9o_TV0_5HA3*ye7M!4g=Fz&jlTW1mS_RIBTey)=nQ|ANv
zyBO~EOjE|q>lyv`T+b{>{r}DDnI+h+>*3;zgZsS+z8mA#6rZ2#8J~aidS(gg97g>m
zaj$2rb5|zs^^AGfRqJ~_W8Ui-^YgR5Ey_60&-&Jk{{Fk`o9orm)R~|2_%h^e=TfwP
ze$L}9sFOSIcphJtyyr)M&d=5CU)MM1Z6n(0e$gGz<=F0#nfji`9S7T~*HK4zzPWCA
z9ygyGH`l|Kv|nEV??`)A!d<sp;f`DGe7!Q`>^#YxuUDbI<NxoTuWPB}d89S%asKDd
z*XBK6>*q6WFH_(1wfXzW+fL8d`uv=)SEIk4uUq4uuXWe$)yccx+u+{UZHs$+>E_#!
zUz2h0`82OfH)lKtkYAfR$KYF&KMUU&zYOn;--UO=>+ue3*W<Js`ESUtNxty{<rj+A
zDeK@Z@U5uR9=BgTaO?j8Z%_SmaM#1FX{Y1d54Sx>;T>q_NZfY*8DEq91bkiE>3DX+
ze<kmJS%rT2`gC>N{<`jMKz-MN4RPmxXWV(dG2W7PZbE<C>*TG!Den6k`fk+GJL4V~
zUN5;{4khn#;rrtr7Z;Ov{BOe@=Z?7fp1Aqd@y!?q&lg>B*Q;Ee&B?ppx6JrfxbtCa
zyd&-02G8}&b+0>l>-5BrqrTg9z8%fH+K&9T)Y%tzd>n_>7puOG)7#+A&)(FxJ=@_O
z+3xmuZhZdTd|T@Gq5g&$_j=6yE}8s+_zu)}9IRveb??XOzHZ%-`i_5J-1)OJ?s1`e
zKK1!D&!+>JKaRt2-0N+hHyg(I97O&c+&Xo*bzJ`srq0LY_3v=E>+9=&jE~Pd4WYiz
z-|kBOV9pmlw=*o`7vk2r9rw6%zwE|#{dp|A<F4n9r|Y@n>3Z(Cxt=?27c-vrH@BYK
zp8mAc_WX%)K8*T4hv_`olRDRvw>^Kw9Z$~}dr`;ZVsCtY&KCp7d;UFye!1O!$h#kX
zUeW8TKT>CB`gJ^hIKD6S+v8q8yFTcy&w2;yIN!SAt`B?RJ2b7HFOI<Xr~SS@^7+;C
z$UATEz^(I~&NzIIAB6vmyIt1@x4Rz4sozJiUB-PL!@Sqq2hyIisI%ST)p7ItxNYZH
z^0spV?(sVv-=FO+T)eQTd=!7!p0>E-))}`weQ?_|7<Yf2k@1^!+Bp&L#rQmf+n)Du
z+w&#v_$;?j!!R_AgX6O??)db>9iQWHUr$|x=hmfz>F>Y0F6GYGu49f*|FXLc{q=lt
zB<{Ffjr%(5aolzI9o+tU-Et`X)d%5gQ0H)bZTtw_^X6dOb<fw8u6sw4UoO<IOttKD
zlK<{=Wo~zW+V68&r{O-wdpYiNS>y5l`&?PMj`^I={5)57H2d9ocnsc=aUP0$oqrr|
zoj+!L7~YZkC*syW33opG9J2FyIQjXR&nJ`jdgc^-7uxA|ozEl4pHBW7&ihy3Cv%-}
zKYl88p2N+5il0KAR-EsAK74Q7=gK@U+y3*&pGJGG!fnqu-1a<!+a8}E_PMp!$vdC@
zesk|%IUjs(-1#t)_Rr6J_zU~X`H*`K-0kkqe(^bKp98;v`ZtmHIqJvo|N9*HKd*1O
z=fGVza__U;%=mk~k$azI6!XXHhky5dmUF1H8T;3H;{CMT`z+><&(t{|&%MuL9oHY*
z`3!aR>A2T9Ubmb}e^(=a9`5@ry4P>#lXw4KfLq_^*ym^eI!}Jj{vFIZ?EdvSXMXmt
zdH1hAKl|6b``325fA!q{b)1i)zwSrf{dgwFo%``3_G4@2$t8Gu{8HTOjmz+L$@_fr
z*7%j=z0dF_?Ho#8KLz)E<oi1w7q;grw(E0-o|pHd{v(XD&*6C998BKx<{xp}>2Yy2
z?TP2d1uOr~=YKj-=Nj@Y@oRDS*LAr2s}A?|%MG~ScjNP=&chqYdw=O>ygTij$ao%z
z-$LH~?$3SA?RWe2XX?1$KV)7x4{syyJe)z^_UO6x%+EaZ=XTD|JbaaL`=6SJ&Y#;E
z2j|ZnxZ`{m?)<qMU!48xd|n+NN8WjU557~#7xfmd{HkBIgnq$`<K<rRhvN6)=i}q?
z>+$>Xd+`VGNASPmuj3Q&Pw~IuK7Zx<v%~`BKPdY3Ao-<n*Pj(}*Prm;mN(pQasBcA
zde=#>=Rafqdp-XU?OBC>J&bq8U2lC3$NKw`_xbaaai9Br0e_V3F2p$0<Ke$iZx{!!
z$9$i~?+3YsI@W&zpU(Jvjr%<F^2H9Ud=!7^Z5p)n$80D5IPN<91m2Fk|Nr9_!Q=5V
zD;zJ|koWr5^~dkO@OnufK^=cC@dLQ)+a%n1{u};2>su4X(|NuO?mW*uU*Wv<xp(KG
z?)B%BjPsGS)8obU@G0`Hhm-Ku)Oi+ny?qY1{`0uU=?l2?>P6i8FX3C$9{c5e&X>u1
zzNlZU`hJ1!oJ`*H@8Y=IeI57w+Y}#4JM~j=*SGmO|2E<Hb^bd)U6&Rh|DQPjzCnN8
zUvJ`$^Az0q_BLJ||HVhK{^ZWT?~r$0eHV9Kor=%Ty4sk$>#Fr#R~KZQT~~d+)OA&N
z{=dg|9iR7c*VPYj*H!-?&)>7IE<t_QReeOUvnn6O{#u-Ia9wrY&d<8)^YH(Pb+r-g
zbY0b5SEn%!M>h1f?62#O^L#pa_u~w_HFZA5J&r!Xt^X<Rx;hhgUVVmJ|8v~+&3?JA
z{++z*>H?L6HvT*%uamzZ@9W2|xUcu!Zb!yvex7q%p8V#Vmu;u-E3HHROWNZ&e}#M8
z&B8tIzQ%oB`3-J+%zNJXmVCGjYB;`T<Ibz^aqmCted(`$6z=#t4nI)e_RPV}|A?Fa
zIpcHj4z%YNd^h}8d@$~FdgtQ5k-rDG{wKKgf5ENq`zF@+`;R;?_vAXzpF6ib?sem?
zxYv#Q;$A;EKR09kJ3nidsvf7#&joPjr+Me+g5=%rjd1VpEsVRKEQ0&`%lFy)F#f*J
z?)8k%WgSocAlCT{ao>Oc3-0{)Im2TZ&%MacWZgR!{~13W_vgr6k6UK~Zk><t-D%Gp
zyhW4h{`K|vqKxyZ%%8@1XWVgcopjthZ<_Z!;`2`ZXs6Ft9EJDiI30<*-~WvJ{F~#p
z82x&Syw79&ircT;>$24|<Kz6_js2o~9IeK77pI-(o8X?um&853d>_hr+l;*DS)Zfp
zPkVfh?oiz4=sdn$XU-sRf3L)w)1I4f*GaD%w_`p$MBa7s3EXw^CERt=>!oFAkFUFR
z&$GSQzZ+BEc|HJl9XkehKA(lVj$MYkj@^YjZ|iZ_E9bvI5Az%H%Q6mrAC1q~`F%7V
zzuuR#Up+Wptnc#!?b*M%@1ya!$Q@tH(SDDYmbmAg6>#Un#@ruRnep+uaXsAQZYz8b
z)?wSf65DlNt%CcyU{&1f_FCNftKrsfgWE5kOUd=C1N~ZqI-B7>2jc5Q@7Eog$-ACd
z=X~<s|8(6je?NKK`Ao*A<DS2KKYC62>$=?zcOBMUZ`UI4^>F))JAd3?J~xuvU(Ul0
z)OVhA#GU`^;vPqxaOdHAxaWPx)8lS^@+}$v_8fQmTDa}kZRdv6Uz+;fM>4+=`N}0*
z!^eV^-_3g*btZ2+yWoze>xp^ae{?)Iqt4E>=LN1~_s_WP>`EQ?i|*^G&B+g;{ua37
z)(y8`TjRNLaQ=5E@9UHvcsJV96Yq~Z-#lJ?zb1FQxL)<5zIA%zu7|qE-FD=EPo3?l
z<9PPLZO;yPSH@@6%H)psXRPD=^!W09Rr5Piza#a1Kf-a?iM;c<FTN*rcE+9OyWmHX
z-xVK;J0EO+uD`kW1$Lvpb@bf$`})Z7cRk#L`W|0<;vQdn<F?0sd3^0d-g&q$Zu@oj
z<9_6SPo06(vHknww&#CpKKnj}+dY8oI-k7{>^K}q-uZkG?tDHNcRnA2JD(55f6sjO
zeyqp!VbpgV^xXK*&wM_D`fk_zhtB80<X!*0-j45I6zAn5$y;X#?)*O*_xyMaZk?gH
z<KycN=gA+*yWL^9+dTnai}k7%*Ev1$6Upz3yS};I+gaxwx5>EcjQ5K+r2gmRx5@a9
z_(`;L5WXC*gNA0@?H=2-dY;;yy!~Alx4zdoL%CkEox3ktt$zS@tnYmA{?a<+htprj
z^H2CZ`<?c5rjGYpJiff&;(kAw`p(Zm^ecD#c4fPskIbJ+ee<W`+f&EqE!|(IlXsj)
z;(w%$_kYg8|H^#05cmGi6}b0*Zp3r<e>`uxUio^&an9w>qF?4m;m(t@@%FUy9NhWr
z{Pg<aT=KU6Jlyu^?sw0#u0PHbw|haR{)Kq1zVpiZj?ZZ7*nY>~b?;*G9(R}Gn=sCg
zF|R!C%zIx#A4eVci`%`7?fQP4-j_Q1QFyNY<(c}r_4QnR$N38C|GWFKHSPC$-g$l{
z^<N-=74GvJSL5^Z{KjO~Tc6*szRzzw%6#zo4WHlh`3>FU?i$+Z{Ja+LNPqRsGwynO
z9d-T_^{=PC{qpsu+pQztoA&$M;0n0+OI-(U<NC+>b|dx8--J6pKA-0K=w|Ysk8Z)|
z=X~@v^W;MM^*?n!`ZMiu99*9r2iH%JJ70Hr+>NEa`}bDd{d*hkyw#nzy8GpJ>ij3_
z-$8x*<?BkfdnbA4t<Po6&%B+LnYVXS-~BZXcYJ*Q$9a1XdFSoD`25V<R;-5?{twMt
z$JystR-^uXw9|YO-1GkZ8F$_AKHgu+I}d&R*oXG`+>ZDCZ2w{8Cs5z__q|>{ll;b9
zho6hPK3sx(y?Pz)^{V6cAnoyWiuc1?QOD~g>pYaHGZFXo&cnFd{eJQ4>#5v!UB@1w
zj;||y9qRKHkCH!)e%0eQWPAed>%=EBJ{9-5i*Iq;={W4ee)m3xuOEFq{uu3d+@8Q4
zH`jmXv+KY6_etv5&ZqEN`t=O%`{4UDt?pmf&q?IFP{-G;y>MUWx_@7y&f(;JKH+5C
zb>M1zGIj38{eIgAagVQ;aj&=S@2k}Jyx=<H@nSn&mwaE({q;Kaoez3$K6Iu1&WE+}
zH>q!(w{YuB!97p;ezfPQx5;~+dIz7M^VG%vf%BB(`7Z5o96Y`p2glR>bqDADl^N&v
zGWB)uC%;er_tg1-I=0i-BhH6u<n`&e^Z!HK*UQdlkBg7U&(Cr3F?rkn4dbkPy=wbE
zrH(!mw_l&(^V6@-$<I%}z98>)&R4ke)Ahu4_#fn5&vWM;&*PqVzNU`j;CW3S%lW-C
z^IY$bKS$pA?EPeqJAGs7d`mkWH`i6K1Dla|z4iRthx$IZ=5=5Vb-WIojnB_@pwF$H
z%XWXyb)e(_1MS&~`kuc$9)BY5^@;BNtDng`ALioL_qmk$IW9U-$K(1}-0l8``#My2
zzw6sGJ~hq$_4SPT-&219>O0>S#P^{+y5qSJdH0w8d+ImJ)Yn~?7AEiUJ3r@5*8$fz
zk6({#&ySv8e$P7Kdg!?QyX(NBjKlv|>wx>k_099eVzkra%j<u=33>O|5_ntYt*;kc
zw|8Ovcbre>JnsD8i~Jz!dwp(umZm+<L*4na40(^Q7P!Zk?)bPad0nwAb@b(M_m}g~
z{k1&#TE@Zg+zju?xH-;_=N{x8&((0}&qlb%V=sI~+Ua@U*I5UWce{>fE9$t;uZ+76
z>zh+wcb#8_I*yO)t@BWKeB59Eo8wbU`yIE{aOYcVJlEgGVcZs|{JDB1A3x$>3m?}c
zYE4bN&Mf>Myf#D%zZbWDn^?4xG2a$9zXm=(`8CPMzZUIj7eA@|-S)4ATmLfJUwP@-
z@KHImYA&vL{3kvS?0vQ_A-`bdPu=51_ju6<W$FyWd$4|v#4o9|Gd|aMC7!$QSBy{0
z*JkqWm$l;{RI>4}#W?q@v?qQz&fDU(AyDL3XPm9yAr`G<;$MsWR@AZn)_83tS9}!t
z12Xm3iA5`!+RCruqsZsxVMp@uuSNc>Vp4<;+cOHU4PP(vXXEyF-B`4eiGMBfE0DMT
zig;}$S9}!tm2m5KibX4#_}3!8Ui_r;ck8c@*H*q(d=&ZS)c3eps^amVcs;g6#pAr{
z)KI1T{^*S=`zyMyuXFRWXlKmVQpddg-7q$$l8yPI{ki?S(Z89$oN<W%w5Wd>?s#^N
zp`<;|2gmaQ#xu6RSWnJmJU#C?4xSf^_WV2Jb}{XbO)mO%5pKV_#L#^9>)cA6_)mUM
zzl!$!pZZm4Qo~2l{!J?zjoWpeY!<PSiGMBfo_89GRDS#K>U53&IH}`2oS!<IXX?0K
z%}<>z{>?gDR`T(mI6mDX#*J3~{O`tLEAsKLMc(s%ELC`JyIaS99K)4A|GWG)nS5@)
zcPAhJTGV$Ph@1ZJw%a5A;~4%ww6kX>pKIr~<l|q9_IN&un=U+8r&s*Pl}!BW|C>6!
z<3CR7Y=_&PV$C|}m|{!Sb-1ua8>IZLTljn7aqbl~u=uU=Q8=gfnh^z7J_=`9s;Mim
z@=<tPON-Czi{C0Ag;#DD{ny8|@VCO}X@1$<hJ5q?N>|#CFO7G@m%#_(aZN71JOW>q
zd>y_VUXL%2Ps8Jy-0<b1LzR!>kNDcQ_`DWhv4HT=4PPl@<<Eh5e63o1c?2F`gBM<h
zuTntxsK?`Ly5dXI@Y;}V_+z2+lj6&(;k9^cyc@ncJ`j)BB*m9U;PKu?;kO4b=2R~x
zTs`^F<RV`4EctkkwD6fpezowA8aFDwTJD#Ex(9EU_y@sz;cGYi%ksBDc)Zt9d}S0~
zlvp~nV{GDGgHK9)Sn!#NKN-C7!sYgh+MUY3HvHZWFTS=&`1k7tFUGSNpLp!`P4ZpB
z=X)mk`1)#Ck{_~2!)9wvP4e;ee_fJ)GAuT?Ci$JqGBuNu{MfJvy^`ej3;9_|e&6sK
z<Hsa_V#v1)?JdTp_%$Ic9$gY&GAthb6Mr%+9>Wsv6c&#$iN6zkLgG!r;_+DUxL;lf
z?VOh6;|qe%lKeX%-#CnG?AMB6v1yn1$-#RizDQVv2BjVrn^B1$68xgzvHf3$_KZvN
zORrvj;crPk{(m!5l6<Q*%KY>se^^*&<H;%ZxBHr9ez7oLVta;%e7oQ=e?a>(zh08R
zH{|;!`E$ZSzh{zvD&&VH`7^_fu~U<LqoM(okGdp3W!=(mP4e-1)=5de-3Dd;l_cLg
z)Ss2)M}`+DKPLHOL%wBLV~bBi>4pt-!8a^7+3<URy!bcgg&WNK2an@_ai~8c$q(pK
z7OP8q!A(l9PrPUFX^9^cJYIYhn=5|Z6}+}+NaZ8?s7=ey*9sonSr^*bE6Mi@H*^Oj
zUKjl6q|V);&S>&s=o>aX4v+5@7GEg7_ow)X?fg8vA^dhy|EExYPLdzht>K^7ED+Ye
z;>*P$u~;}?)CQ0B+izXw*Glp&L%vs%Z`{4i4@$g4@KK5P4SrElf6Y)o-ouRTsq0bJ
z|67vZBIKte^=o>U`RPgi@Q|-*T7Es&pS?@@d2Qm`?OJ-b#8=$C^nr<=8GJ<Iox+X$
zy2KCYU)H%bc-$}Vhjva%^27Hm^D`5l7QAt|n2!A#v{#vLm-xK{O7E5U(&2{spu~>}
zUi{yh#Yb%C*P)%GlYIAs%iNVo{*Z9JF(JwCIH=4&mgLU}`Dsc1_`}M4@x9^2M{LiS
zkS~7rWAPEkq5a_U^X9>0{)vz;ex^|I5%aqoS$@7rl7BPgi=S~+e8l|LN0*=PpX8Sf
z*BQmnxF|ki{?cR0&(BWs@%n6RlAm#0nZGB=?-lA#PV(J`mHFalauy%4zavAw_?d6T
zN70_J)HZzHGF<o-9+%GI3tjNyYrRe^v~rI(c&vX@s6Q~tw>+uLk4XHH;B|>FIK0f)
zCte$TTH=QXk1r16ICuY3S*Lg}wfKnbyeG6XzSj`*&BB9<@m_1p*N1%HP^ZX;Q$<7F
zA$VB&8+<fg{F}W_ZQz<KllC+T*KHG${G8Lu{9{Re#gLzt<gXf8=08jFYlVE{@FF?(
zci5R_z8&7Rq=w&n;qjWi_`)DOKATkd(ZS=mbqU)YO@7NF7(T8{^4&vz0{Lz+T={bf
zUi9Ib(EjO3ojpRGnsEId`@70nWwF}C4-eig@zKG12ao+aG}IrI<aa;2tbcTpKPlu#
zli#|GHvB#gFWS1@1?3n2melz<)R~gx>qeLPIf*|Pe1Y(KCANQsMaz6`@Hjr5FD-qo
zB!61S_e%0VUs2|FPV(P}{E#I7_LXJ+ge2c0Tz8I1@*iGR<|ib+$knA!NxVbwIf-u<
zyk&TO7W;ch@Ggm;7QBDrEv_lIJ1p_O!N(*%JopX4<M^);`dgpmAGx-yKO^xz*OmTd
zQfHG;r)hW{8T-}f`ZC`k@vg!9BtACy;KZK{eqQ3A2frin4t3>rUr2oS;9n$uOz@`R
zCR%L&nBdC>kK?vo=x>K4-~EPiyL}QrGx%V9n=;z)`+0b=?Yl$%vfy#M`-JU|Px4pY
zSQdLY$qxznsY(98o6G#%#Gek{YWec(aU7-x@0xhcEoH7p@Yv2v!*&l!@&|?d$i&A5
zzd7+YgFl)0?BFvJU*peZdm6QzxBdNtFA+SpGrqoUm*j5``Sp_g9id-+lKihBKREFg
ze<|B>UgF(@UzXIL5chAAuer6X^LpZKg3nI;wBRjPn0Fj{-d29TVdBGs_e=cA;6oE%
z<o2@8rHOY6er@nL&L4z+O-%B`?kMX#mE>oK{EQ?&=FT$TXvOl+I6rR--X`&h!Mi6u
zIru?|e;#~P;+Nl5Zf|VjF9e^I_^-idCcggNWu3+=&D;J%g11Zjy5PMM|0?*P#Ji6x
z>z<eRjlu6o{KMccB);4|Wt}&I$Njk2Vx`YX@@L*xddpVjpT&OJq5NyZ?_KcXYmbNg
zfW)61U;d-viGLORn#3=-zsyfee31uApPG29;Byln5`5v6%YPU9yGrP9o8WQ2wf|e0
z>z?>7!4FFO#NZ<nuM2*D@VMO#!glXS@|`A@+kGMN{=wf!>csaXW+(ZRA1>>(Sf%_k
z_N(<H<>xC0kL?*4+S4`34|uH1_ek;=hx|cF{=_HC{E<oi{g6K|$zSzMnZGQ_w=Wu2
z`52$%J3LqV!%6<&ke{05XS`76=O+GZ@K&pqUytL{^2PG=w!!20Tp#LpPx2#QD)T!e
z`M-ty;3Pl$<uZR<l7B7aFHQ2@UMcg}CiyQzeqxfJ@Oqh_n)qFBls-4{7H^i`s<!+y
zjzh=bZG#t^TeI@3_+H22qkC<`AOCfqVbELU=Q{+C`DMa=vBBi`D5DL(pNIFyFAE;)
zY!m8?C%-58*YTncjovB0_+Ic>XV*|?Zjyg#YMEbnweruHkM|SX1dro0;k`1qPLjVq
z)bEqz$9_=ecT4gQhy2hafAO?3e`(^ggI}A}c|FvbnB+hFsI2o;l3%Q8=`)i2)K5xp
z)VlmL_IJZi%g@^+-aq&{!Q;4X5$g9z@`rp@))}1mgTY59-v0A4KQ8e@g1?^lBf)1U
z{#Ec_f-hbvTg>MHp`EQ(FSoN`<&Wamn7@~wcTN2J-~$pr{EIR_BJsJw&ki29`-iaI
zu}QwyS7n_^iH{EcMdGu9f0xw%Q>fpfO<6DY>yBCF=Nl&8^y|_$4<6eY?;{UL@(+Al
z=7%RfEBG~ucbHw~>k}Ut{Mq1fyY->{Gn4$GKa_PEw=MsS{dy^QyTm^U-YfB6gAYpl
zkvV1EQHh`SW9efPZ~0T{lM=rx_{_v-25-E^yzO7*=koJ*iT4lQEAb)02PHl#_^8C|
zf{#o5kh$e{CntV$@Y#uf6TC%n@KiqH_;>!L{Cwr$aX)?@_G8yH|7)2akoYdahbR7r
z;MXKRBKX9_FAn}x@YtSTLwjZ<`EI|J?P=7m{4@6Jr{HZ8A78UTL$G_|-NS!)cu?Z6
z2OpXEA`6yvZccpD;CBX(?Js`jNb&JPlAjXtZzTB@LVk9V9}#|F(l1HA_@1lcqt#mF
zpK%->X;ikeZSdHh&LQ7D$^W`&nLjA;KZhR}KQi$N!Ea7{%3@`mClenY{-dWE_}*oc
z8-8!pe%|(<)U>SACh>=ZcTaq+@E>CA5Pb1Uxnj!fANo5u$q!nxtbbgR9}@DHCi#t*
zD)ZwL9~u1h#9s>jUQ+**P=9WcAKSdF-)il7$6?{{A8fV_zIf=@1#v$n`RhV{ha_M8
zEcoJMNRq#1`Et9X6Yt%!^edA(Z-hD%ll(a=m-(rQKNx&2eo)zzhTmItC_jnwc3Q}H
zO}tb1k2?k=-aYv6#QO)oCh@_+Cno-R@TY>uab9Z4vVAj>{MK#C{x(`?-u6!j-X`(G
z+m`utg2(#B&vq<6`Xu?W9m@P}Nxt~Mi;9n-Nxo;NGJk2}GuJD9eBxc!Fa7nzp9?-a
z@tW`-AN>+Mwtv&5%J#JCSpFIJ<KrRUHSsMrEVtVuc&t-=uW9jdP?GN&{^Ob>lYH^B
zpNfz3lKfp8m-X*RylI!x?@#KS9_qZF<j02m?8HZIQr7t;sZ;z+!{VdWy5*n$H4fd%
zeB0o$zwz1h?n!<`_cDJ_;;qAfFf}sqA;E7>{I1|nCcenFW&Ih6cM9IPQ_}w6&4b7G
zAJDAKbxQKj^)BmglH`vM`Tj|Mk?<d64NLr>;HM^aE(vw&lKgTzl-sROyv2^CKbzFK
zFVvZt<U8+H=D$wzn}_!io2@tR_>9`K%y&w>%ig8;P5gr3Llgfn_@#+=A5hjApZFhw
zPf5IHpE5r^c-&tnG%wp-v;Ms8Ut_;AzgX~?KR@K#CHZp(mib<Z&j>y!@y7d?`B8~?
z2|hOQeS=R*{DR;!@gqW)ia#1}FmJ!chkWzkv0vjtzd9xP&Igq3?3?&$!G|P1Huwoi
z{rXV9F3Ep*NLl~ZB)`<sWxFRO`JciAi?1a4{X%|LlJ7gXtlw<IdB@?z;41`=<M5|Y
zr%RH5EBpsOTP68>LVjS9UwlZp-NTanvmrl<{E=nT8h#&({{f$bABE4vhu~iakNuh!
zw%c^0GE}U?N0aY>AA@fcJl2^J>hvRjEcv1MQ2bK-ID9;QJpOR-xZRmyyHm;kk^EeI
z7`|}l@{?F6zTaOPycmZQ$alj}#0TOh;Un<jcpd&HydFOppN5};*KAyVQnYgfUW=cK
zcf(J^2jZvWBk+-U9exI0kDrN8!_UG$3m(URZrG2FyOg1#U!%x34<7T2FH?T81NpPb
zZ<OTYbLM@?pF@5Kel9*5KM%h$slRk+&jj-4lYcD9FBkGt$zMQzE`A~2YLoJlVthv9
zUGa<X0r<uEaQqVd8vIgxB7PY@6~7$+IC$J&D~A5YhrNpSUqODcP0LSWewC1K6THZe
zA>SRp5<dvP3LlAIjo*x4gFlI1i_gHX!@mq3+uu60zwu^esA&K7<lEtO_<F%(oi#$8
zKICs8KN!CeKM%hNzXQJ+e*wP*{{sIr-n47^Nzt#r;2rR>cpv;$d@z0+eja{1eg}RB
z{sMj{{sn#)-fZ*olcN21<DKwvcwhV;d<cFoJ{rFdABT^}U&rsqXX6jxEw(5>Dcb*6
zd_#N!-Vgs9J`{ftzZ8E6ACFJOU&kNDXXB6HEw(H_Dcb)iz9C+Z_ro8<hvJXpe+nLt
zqxRuA8bkgG@)PhU@hSLI`1GWH$54MR`KQUZ>Q;VI^!FLOD?SMyfIo{5$DhNm!Jo$`
z;xFJ+@fY#A_)B=Jt;$b|_7}h257)6>6JPb{1sZ|_5<flo@WdwtzXpG~+*HHw6Y<IT
zRQwfuF8(UsYU}coqV2EYUGdlP0r(sEaQsdD8vHGMB0dG5iocD|#oxhOZBu@-VC9c@
z@vit(d;tC)J{*4^zXtyRpNLPxp9&t2ul2+HpGkf?`LC0FkC1QLy$luo`jC7l{3ASm
zze|yyfe#`7F+Ljq1RsZgivKNm>{sv5&ezG$B>!HL-y!7ZkpGPQ0zJx4V*Q;%zE$v|
zU!Rk2o8)&3`EKO@PJST%1wI1*60gI*!t3#W;M4F~cumjplcN1!<F)uVcsKl8d>}p>
zAAx^|*Wuse_4p6?G<*(Tvu*iF(f%LtTKp%x8~!ss5TA>Wz<<H(@L%zI{5O0W9^RrW
zzuK$(qiFvE3snC>Egs%NYxrU}JpSJz#TN$R;VrR-{0Mwu>eu0m;PrTTtE{2UG(7&_
z$_-!W-SB(Exh1?M)&RBm;{OkE=L1()S^x2?PDRtgoJO{abSdUk*w}_;iaHdwx#5^f
zrd=4^4U|7uxJ+i#(99^U$d+L(qnd@b3j3|1T1B;rY9`f8vSpMr(aca+p;`XE&pFSz
z=X1{aKKGpO<+6BHtPjuo`9A;uKhFXG%R$#$WtRIo(Dl}rrT2jDd<$OvVH@ari_3Dq
z3v|6TW$F7s&xi2LS#JH=3jZ;n&j(#^HCYaqfqpEwZvx%<#<T)@K|c=M4}yL?==W>=
zNMcW+|Gq=F8@s{1-pW$m$DRgVZ)I8fQ7f!pR=i#d{x1Oi1ke|2-LZR>w!0SGzYg4|
zK%WQt7SQz;mlcp5puYj!?*aXdpzjC05cIh#-FUqT^it4I1br>&CxL#I)}8n^>-cU4
z_j-%VGPo6Vy~SneJ3&7g{ND@uDWJaudJ*XJE_UN}D(Gi}{ua>dKtB!i9?<pHn&t5a
zwC=>WOUHK`xIZ2I*#-I;pzj0yOwi}7a>K8;=q%xAtvhx%Yr6};eF^xp5_G*qXZdrf
z&!4T@pA@*)TXB~AEuibII7{CF`eLxV2Xws^XSv@Gy54fL^n%saFROm(Ei_9g16^;S
zS$Zw#Zw0&cT6fZCr&A8W{oBC(R?yD|eJAK|2YoN-=Yaka=;wldXtf<LCp;rMJoB}#
z`l)hozYO&AK)=}M&!qOJ1>Bzx?r#VE0?@aEuD1-W0PY680^C0hy51VJ+#hv`9WNDr
zz13$43qY>~f2u*(TYZ-MB<RlD4C)VkpzAF?%l%zichYmePKRM|zY^?@gRZywEPwvw
z^Jnf{OOD0X*uPc0^cJ8c6oS4Q{4WQ+8uU8QF9H1)(AR*z4fGn&cY(eZ^ar%=q(i9=
z|0KBATas4z^J?69T?YOXfqpsYm7v#x-UPbd!n8cTR_ji9%5-@8!2K2A&s{$Eb=v(7
zaId#EE&um`uD38PeLv`W3)9l)uC;zy?a8~qZYk(`3)6DA7IeKOY3V7@_12)JZvkCz
z=~?;?&>O(+9?%;>-w%2M^tqQ>-dW+-TY#2O3i<|c|8}iA>EAfl=C1_zP2her=z7c0
z0=9yFHMrji`Zb{M1zm3$TK>EQdMmh}cbOe7RloF>p(UIRdONtk5_G-PV!7W8x?Vc5
z^sS(GfImAy?*x4>=qb=&0=*0Ld6!#etbExB`kS@xr2lm~{g;9J>%e^@=-r^-0{SM<
zw}E~==(|9FH|S4;z8UoVS~vVRfL;vxji6V9{vObip!a~jN$XBJd_<?i7I1$PxZeT#
z&7hBi{$9|hLB9p`gWh4s%dz`0ZMRVCs=U1q+?RuXE9iBgzaR7-(0f520R01?kAVI`
z&?i8@4fH3q?u36(hd=KMH@|KN_eG$82=q$OKMcC_Zih;TkAU6_?)yOhsMekEjOy?V
zf%}hw`!Ue(0DTJdkAa^5PB&g#KraUU<DgfAekbVf(7F>&=bm#4+<yYxZvnj@^c|qz
z1^OP)KMDGN&_4zGf3)s|XHutI!If@&w}SgJ&_4}&E$DZH-VOR^K<@{A0Q6zdKMVRe
z=$`|98uZVDUT~Eg{%xR_fqoC@wV;0i^m?s3>GQNspB`}kMQ}d=`XJ~dpx+Dn1nBpH
z9($J?{x5-E2>N!=%R&D#=yjlf1@vaEJMo%(oNezGaQ{_szYX*u(074;Kj;tm{4db{
zKMn4`2JVlFyYc-$&=-Kd1N4=ke;xD|(7yrt?Vx`X^zEPzgT5Q|Z-M?a=-&qYs5&?N
z-vNCA=sQ7Q3Ho<IZvp*#px+Mq_d(wd`UvQ|LH_~hPlNtL(2uH*SwE`1{SoNLY27I&
z<vJfr!Tm09zZUc#gMO9P9e*0NKi%N|C*Zyx^q+#h6ZBEg_k#X2&|d=m=b#_D&W^7W
zo+cfh`C3=$@C$Ii4D{WgU+nY8c_*R?+&=*BZwLLCpl=8LLC|-DJ_h>Jp#KW={02K-
z2h*=#gI)~!Z$PgGeGlkK&>sSQlh&Pd>(lAB72N+8-0uYaVbJ%2J`Q@U(GCCaKtDq3
zj@_+Jeu4W(!2L4Ne-C;i=zBrG1@u3FJ_!1wppSz7N6;rhp8!2C;l}GvpcjGuXV5D_
ze+={{(D#Af3;N@r4}$&|(C^o}lb!=QJ@<h7C&2wQ=#!uqtasz}B<N+JKLz@gp#K&0
z&7eOG`c}~Y2Kr9Wp8@^HT6f~*yw9=^-2WZi&)MLHe+u-YweI*crqibg+&>HMSAzZ=
z=q;c>4|<o+|2^9OesI4Z+z*5P575U!|0n1#f&MSh4{fsJ>%?n9+bz_(YB#3AeL3ha
zfL;gsi=g*_{%_E?f&LQcyFmXB==(tbFX(fc-TZnP^!cD$lU>_cY#HbWsmSS{M$iui
zy;bW@`s~x`(+BPk0rxvVcit{lCiZ}SD7fDb`eC3KTx|zTNr!`826`UowV)pXdN=4t
zg5D4MD?lFx{V34KK|dPwY0zH@dcier_+JHj8R+?-pQrUB2|I=UJEhaP4%{CD?t4Ig
zHRuDN9}D^j=yO4z0R1@7V=Zp@j|aUFbmy&E<+2>~0&rgk`fEY&0sREf2S9%v=p&%d
z1APMY*MlBwb;JJ#&<jC-Bk1Lz7lK{~y7Lye^0^1}6T$re=qG_b0{VQ=CqREQ=&?38
z{3nB62>L0YmxEpedL8Jeg5CrATR<NG{WQ==Kwkj*1n8%O9&2~Qe+KA<pq~kPIq1cp
z*MVLFdJpIeK_38p5$GeJmx4Y4`eM-Yl5Y5yfW83qrJ%0_y$tjg(9Z(>cF^An`gYLY
z2KsK$&j$Tz(BBUFQP;ZRKL_*$pq~r+O3=$eZvp*0&~FF*e9*UpegWvaL3iHHS0S7N
zy#n0lcevrd5cFcuF9Lln=#`+SKzH7{RzCNGz8u^SgT4avanM(SJ`MWCpcizy;a>%M
z8R)A)uLZpt^ls2E0lgpeHK2c1>rOusJKhe*2)M5S_Y<J61wEE>!+$C0g`i&sdO7Hq
zgI))EE$BU<zXS9E(60b}1oU@;J^}ibpg*Z~Cmo7(I^=b^@wy7!7lHmR&`Y%L_*1R@
zsRs9PaGwOd4)jevf4a3lTfu!jxE}$19q1FFH-H}7=*FuN^!cDCKwk#>de9p|-vIh8
zpf`d3A+0;<bIb8|IEKJ|Gq~Ra`qiLMgMJO@1=qRpY5~0r^j6SoL2m=S8}xS2`$12F
zJ`DP`ppS#z0s5b`?xaJXPKQ{x8-C~Qe5D+rb;tcy?Y;=yr@;S}pm%|Osm~whJ<24w
z-w5veK)(+3A<(-)9|L_8=u@Cy5BdvQcj7gy<5jT9O^0`b`!disgI){z4WM^}ek15N
zY2C5AOWPd)_wNDs_xjwAY4@Yxz6ab-f_@X|dDpw~x*7B$(BBKX^G>#sZUMas+`kX>
zYqjpgYf^`^58U4h?uS5sKj>qi_kzA3^bdgUyw9zq4}xCyZa2QSfnE#x?V#6d-3fpG
zYizy;+<yq%4}kt*&__W32<Q`__kkYU?1uBBpgZq{E9nl<%fbD}K(7OR3+O$de;o7y
z(C-9&1oTgUJ^^|^=&>8z@ZSY`A?Tk3{Zy?x>0GSSxf0xe3fy1fbML$-n*{e;!F?a-
zp9Xyh^t(YH1N}3gPk}xFy7SJul0FN1>5XnWd=B)rpno3p6zJPPzd`Fx`mELIvlZOm
z1MYW%{sqwYg8oI&Ujls)^m*@b!+$U6XM=tp=vRXNCD1p6z8&<fpnn<kouGdO^u3^e
z74(-t9|C<|j~o8`K|dSxuYrCg=>G@$X3%$lz7_PZgMN?Jo%~Aa{2BrG-vIYN^SSTV
z?)QQFZ-V<dH^r<UB@Kf<AM|g5z6|tlgWd@GcR;@d^qrt@1O2<8?*jdMpzj0y`=HOc
z*$w{)=<`AU0qDy>{~_oXYu!ob%{tv$!2OTFeV5PuR_(qI-0uSSclq28X!kq7{g1)@
z9?*XR`hL)V3i{mly6G?qdMW5X1AQ&%KL<Sp`Y%A=3i@u)cY^)^=zBr`CFqZ9-AQNX
zeeF57xZ!^g+|LJn4D@B7{|fX*(0>j3EujAf^lhN;0eu(f4}t!G)}8S0(D^t8?tcsJ
z^WW#j>tWD~K_3Ub8uZ_Ro&^07(EC9DJ?KNA?*)Af^gn<;1^T0)=ilmv|Bs-Tf<6KI
zTG0OldJ6PEgT4jy$3Wi!`aaP2fc`k>`$7K;=yTuihW`oBOF^FmeJ$uug5C}KQ=s>Q
z{#Ve4L4O+by`cXM^p`+?2K0HoZutKWdO7G*px1%^Ea*L;KL`2%=+A>b0{VW?CqVxP
z=&=vD;ru7)g`ocn^m5RrL9YY-1<-pye-ZQn(Eknk2<R_?J^}iFK#zUU4gY^ZF9iK%
z(91!O9b&WUf9pU$2=pG%4+ebz^g}=&0eueW6QCaodh9kg{D*;F2>RimmxG=MdL8J_
zH_(*NJ)j>6?gv1B1?am#KMM4HpdStToZH>-zY_E!&|d}mO3?E`Zvp)n&~FFb`KG9{
zxE=Ik!ToN~=Ysw;=*NM6)Q8;g9}oHh&|d@kO3<Be$0;9LKz}W`za8`wK;I7f>p<TP
z`aIB|2L1J*AN653{BHn#0qAc8eI@9HptpejCeUvO{Y22WgMJd|yFs51`V{DI27T^F
z-0+_adMW76H}sUtwV)S)`xNM>g1!axw}8F_^wU7!1Ns8c_k(^q=yUtr@Sg#CDd=Z{
zz83Ui&{Lq7fW8Ivg`n>MeG%w;KraP-Kj@1=pZifa{7XPD1$`;#Ye6pqJq7w%pl<>F
zt)TA!{cWJ{0p0mlunOUR(BBU3=icFl{~XXuK|dGtwV;=So&x<m(6@koKIl6@zX0?-
zpf3Y`Kj;;p7ktbO|AnBJfqoI_SAt#%`ex9pK;H`ba?p2zz5?{Upsxfyw#5zS#h@30
zz6$hm&{u<ArS&7pyHn`DV|pCk1n#TBeJ|*jfIbNN8qh~UuK|4$^tGVpecX-LrJxsq
zei`VMpkEGp6X>;|_k#Wo&<8=k0`yVP-wFC8=vRWCcc&Zvt3WRT{av6}f*uFG3G_P9
zdqJ-UeGv3@ppSyy0Qw~8jiBd!!VP}{^divLgI)>x2GE;8Zvwp+^k&cpLBAUGQP8ge
zeG>E*(DVA;@VA0q1bQ3jm7uqS-UNCQ^xHwd7WD0)cYr<ydMD`nK~I4`_bxa5U7(kO
zz7h1bpkD`i3iNK!w}8G0^c|pI5BeU^-wpbH&^LqrAFVs>$<wc~<1_D*ZoF;)_h*BC
zBj{Ix{vOabgWd!BR?u$(eFXHILEi`ZdqJP`DL0(AfIc7e_kq3)^jkr11pWP>-vW9s
z=-WX50O-3w{~+l5K)((2ziHh`|GWY_K1XeJ<8?c@UjX`tKwk;^he2-v{Ue}vY2C3q
zU)$XR?)$*~4$wae`X12l0DV8`9|L{vr`>pM0lgITkAuDz^gBUMf&K~5w}9Rc`VP?V
z0(}qYp9FnB=$`_8?%i(qw}M^@`lmr(3;Nxlr$GM<=vzP^0R7Wick-)T=hrT9|5<Rq
z5A@H0?tBMQP3b=m`uxwh@!AIZGSKe<y%F>;fPM?;Uj%&{=!2l|0{vdl_kn&N=yL|#
zaDEB&qqXj&Pqj{;1>k-=xL*nSmqBj<{VSl~4*FL?-wyf^=(|C`AM`2EzXtl;&&I4D
zl`sDXdMW5TKwk^`*FjH#{teK#fc{O;cYr<&`X11~1^Rx_zYY4_&$;3M4(O$z?*x4<
z=-&lB1^V|u-vavgLEi!T2<Ur2{{iUxLH{A>b3gBf|3{#gg1!s%wV?kP^c3hn0euVT
zKLvdU=%b+T0sUv7?+5+opwHdrhW{6!mx8_<^tGTr0D21aUxK~`^anxT0s0u|dqDpc
z==(wcHRyBial`)`&`Uwz1Nz&w?$q}dUEi++_YZ;l&7l7l^sS&j4Ej#c$3fo<`tLx0
z3G_!mpZ5hfUcU$ZY|!_DekJIC0DUv)kAl7x^gn{W6Z8qtCqVxb=ySg4hV##$&j<Z6
z(3gR}5A;UR9|!#w(EkGZHqf5{eHZAHpzj0yNzn5K-S9sJ`Y~E}%1N&-C&l3Yui(BK
z^rt~jg8nzq`#^sN^t-g~*xjb>4uku@gZpvNr$B!R^k+ezcdr}Y=RiLj^yfjp67>C`
zZwCDzpl=2JpP=sq{a>K(1$`Rymq333^m+HW;eQeIH*4KVw;ej&mVx_!gZqnp?ssYT
zNpSxXxbFk~KcMdb{lB2^0sUpr_k$jrW5-4P@7yoB@j3|f*K7Sq`tvFD-!UD|a&Uhz
zxUU2K5YT%-p9A^;=!b$n0{UT~Pk??n=&|i?_>Tg;5cH!#F9&@t=yjkU2YL_auLXSo
z^b<fI0ev3m6QI8y^w^i(@E=V7Jfq_vODOc|jarYL(YdKLRlkmYr#kH4P0qhM5-s&-
zq!Qh!*cpxWsruL%>pDBhL#1}K+lu<@8SyJtofVI7XzPkMbayX~$J>*gB}?M*=2W61
z-je9-wEk7GQKJr0lR7KW-H=G8n%mnhSg8K2|I&6{Yqk6T8e6J2*2L3)Tvd}QDQRe`
z?}(>5>YG!YRSgwOS`uv=QcV@rD;hk`%HnI*k*h=^-qzljh_9>fOq3MIYvQfVZOyG+
ztrgWiZ;kHjyMyjamv^?el`O1D)u);pYEm7|Z5t>Oo*=AX+$?U0Q|boNLc6T4Pc@y_
zv7xIq(Uw|<NkWmP1Z_-Q+ePu{S|9IhzCO{Kjw}VDja)2>SG9M>FKkV%Z>itV36ZNw
zwRdFxdqaER@7~-ZFV?IHxKTFJg@lR$1!PsYE6T#MW(ujwkkZaXYJEk(W3RUnfSTe!
zP|oT~CKDYEWQ2m0Ht6-aCbg(3(QW?wDm!C}FQ5XqCQ;v*=&-W|Bh9!eHe@jPv-HCH
z2FjLAQT$80HTrvDeP`<O4prgI{(&2lKMQM8n_3c$AwGFsS$=J3Xo%aDIZkazOTwGV
zs?L_SQK{}|Ziu%ux2kH}SW(v8ww`KYYEvMwSm$S5+tr*%#aGp@V%#t8Ow~7BQ&nx}
z#p28ATe=cdsuo){rmALPyry3LZ$(9gDSejM*?U$+M@M@{RonV@s?Giu%PI^3hao<e
zET-0>t0C3Zk!Z9$5AitQ-sJyTtGjfW3=cHtHr(GpP)tF0y$>KJD<x1D!o4;6vWODF
zt(@f1x-~0S)x=9mNWU;quTs6U!dDvYI_)JFC+j;p6RQ2DVp2^$=rTnAOf8M8eyyaW
zWFfU!RD!7ir`EoTT77>{M5U~O${1@8;_K9BCf?K_QHxlWjn$e|sp@R2Y8J;URB@+Y
zOlen5VW(B^5{<ralI_;|WEIw-vJ0q9SFx?ADT${IP(@M(Ql-iI=8mcrs(O{UbxZf+
zly2+WJFctmXslYpds(r1ZG4St8<un=TH7}!;vI?giH<~DL!zptG+t4f+LTQA(=u(8
z_fm!9f|9B=6r_z6mj5eA3dB<f-0X*4-qJBqz0`HhK5y*Sz-}v<oU}_BwUr%-`c~Uj
z#(bBSvXX`I^IBTk8{$pP>2Apluu4x#_bdu;#cDoF);c+|x~9yRqBW^xi@7?O1F<%~
zwm8046`kr8R9u4|6S`z$LiLl`)d*uPAdhw5;OjDUH^Jm*2;na=b_QgC7O5H|PiqzO
z$ekTUV>KnLui&NwWtaazhh|l7)mgHsAT6gCEUcndm1^VKI2D{VD{2<`!b4TM^EzsG
zjP2>h4CUA@LN#ak{B`p<ES`%SS`ziaLHP<vQZG)lCfT7(^xRsMY)`5&hrbqki)e&0
z!{vD7GE<uD>TIH7v(T5EGq2>Tep?ki+wypp3K~rt8m_6Ja^w%-DwSXMfG;e=OV#`-
zFuaS5Q-5W7Kr=AUL_ktr7NzXW_IMCI28-7vHZ->dq7dDKMTxdXKVFk+OX%)D*eF;j
zUQM-E4Y8=xUL0R$O-I$Fqh7Vp>8e<Bfv@OLO$<6W<&kSAiM2uHZZ@7Y2J(641=%XZ
z6i$CXNbyW}S2$M)42m<iutGnWv9UNDAvMcaGu+|6JM+jKB~QJ~h_kVYjvJbCNd!XD
z!e7NQ#wJojlhFrLTO$fa#MUBXKtdV}mUZiLF58R{Q<0mE5PyO#N1%SYKFp|!NAZTO
z7v7d4iZ>yJJIB*cw>GB7H14F3+ViF9720$!LTM}=VXASoc_w+5GjD-`l^ck4nNXUU
zWSoT7q!unp$DpCTtutk<bX&b)R`FOzLvEV9vI$eOBwn#*ojt2vP4lL}*dwP42TPjU
zIuji!e)^D8OY9^gy%e9_yl*kBRh$*CYNTa!T3@tRM3~hPS}}Ka2%1}I3QJRnmFr5l
zRTIk10}~|EG%{V&v#1_wt%eFul-cI_!D2O2%W4_QnujhWzjZU926MUaH{HED{^rKp
z=I)B%&_1VyzLZwr8r38wFjb?J$*Co$+jdfj{LgWtmAF<#WQm)*xbmmxuDIHpv9*SE
zzhIX^4P$9zVtsvAON#cwS`sN|w&L|ZQ<Dz<duCqbb#c6sc6h8^sj8K&C2CVDiZ!dn
zpk`amjFja-yIfKdU)z;zNyM!-M)|xvqSvb8WboG;;Nl7{tyiuqwtP`5qS1m^T(O+<
zhzYX2=xg;@3**bxlC9l4ElaZf)8dp$g{rK4C(kqVd?m$QZOv+HG?}7>LVMvAmfN|U
zw8Bo!Qnj@_>{O0GDaeqhOXC;Eo2bB4tO=}WQE%bTbZM%B@BSu&JYPt=?X(xxlxU$H
zPAaT?Fu7u8=h+$>Kd51br)1XB3h#1ikd`H_C0TDdrdEk8TBc+fXf5zBva&u-RaWh6
zS1C(0Bh%%9>=mot$sTI0;nwl8&0uEGOzmH`z9mzzI;ZlO8NP<?PZ*X}Rj9J`%?_2n
zG0WC7Ysn=?p0&1Odd(n;Z3$lwV=V?{8AZ3d@<ek6!Luid>F%o3Uizm+?+8n^rM~{c
zSqxY7#x=BLu2#$aUSA!-WB=-?<MGwDw`x-??d>8u5mR+Fr7_u~y*xikMSX@FgX|c8
z=6=$!gIV;4fx6Wd*gLtflj+;HR1HGBhT5ivR7q#bJ6X^>ooWo5?PMXBVc=&6c8_OA
zv!uj2`%u~5LYsn7M*P9v#omp{;HgzERl!XcAg9QCp$pnut>&H%Q$z`g8bM-}bV{se
z`=g}9<Es@E6$O7#T4qp1THGpv;Zcpw49jeKzJmVNq*`dhpD!j6Hr=h2H7i`s0{mK4
zYA*_;X5!idWW~6VXPwP3E$=v?*PFrKvXFzcH*V0)Fi-sxtW5K(h@%5)*ZAQ8wL`vi
znW;6qkH+GtlG;2&j1mL8KlJ!H<C^2HB<9#(+PtE3KWnV{Yi_+RDQRiHj!wX?YwuEX
zebWp%N{VJ!-dt*2qnu&6)+>Ot9Jy4@y$mIi%x5ev^mlGfJj1Z*<r7TOnHO8bz;Nb8
z*D7M?FSgE*Wk|<#C#I$r{<%G!YGZo{J-@G@338xi@J{d4EOEKX8*7P<^TU~>iNP7>
zFfGBcbut&LhU{oG7alLAa{-BtjR|h`aAqg#+zmWE(3yF0cPCZ8W^ZPVzrFkB^D-BS
z3p-crnWnT2tDclB#Iy9)=CnFzmO1M)k<3zpyVzW<YbRq>tqNwe8p85JeghO?(CZ&%
zQ)A<#oWWDIeV}6D$pHT$E>#{Q`V%P2)C20{id+Unh!fNHIbpF|O(tJdY4F4-a7;9M
zjGQ5$r_{SQVrbx9y~32Z=~ScESEV$qqSB8wQjXJ-5M5pAXsvH?_Z6*SGIhrnx|5z&
zD_mO~A~enp-=yhDL)c6SnlW440^&(f$d8P8NN&&(r|`Uh3j-1IVj1K`SXS^scS`|S
z_8nx%q0e>}r{~N|)g_$f7COUA!;>;v3$g#7TBQwSqFc?W<q+@Gs}imjQw&+08_y#Y
zfULsqX3`R?s#<%h5sHVJiaXtQNG9ekT(ZKGJG)HlffaWqWrjat>!zq`XLA>kh#Bi?
zqH<GyjdR^}BRqptgg%ejX#eUT+~c&`$%bswGfMYW0d*p@`^qj9TuF2b3*S*@XDQiI
z(Gt0eugKB{9){(1*gZE*tgYS%cWc}(z`3hKb5Fyrx6i<=@3Q;s<#wOl=ee~<Zr;K7
z&&Hh%a<4Bl+H3cE#pHs$bDQ;UyUc$Yh6?xFqxnxWp~yS#ULUQ*g<bK$1cZ{zvz=|N
zckmfyOkMEb-!c+o-gWl|b+-52z1ED8nYEqwX!e;2GYtf|z4vJT@%!8h<Cj_Y!|Y=_
z+4NS<kd(4ld!^3lFrl|fK(4HLru7tT*SfkDpWUfPJ+>}6i%zDf;~{I4@p^SbP@P8&
zUiB!8FH6u(*7i+V4w`5fzmfKfX&0VSP@Ul5)*tOFB36_<+j!~Q0#s-9H4<Z@J1#Q#
z!Y;6+z0Lr#*_`oapmFAsk#eRa&NP5BJVLaLISJkbuHksoS)Kc;R%gE`iMa7z`eK9^
zQ<Xv;RiPU<7t>KYtDMBuiyvzJI$)BVrtR=|{HTOyOdkr}YHs=2n@aZFIe0ZG9a<+%
z%{AC@Vb?Niy~*q!TdX{HQOs;uISGqPScwVavno3#Pt&;@R*Fm>q;n{D<w?5sKrQUW
zaqE!2dW}KdNv*INFy<0h#4NTdhqbvAuTRC*eY&v9;cFtPKg?Jwj9b<jsWQ4oYG0D{
zzh4nz4yK0o_0Qn!z}W^0mitW80qQCY_b5u1q<bjmJs&D6rcy*Jwr&PeqeI(SRx3s4
zHE8T!y_SwH@+VKD-3p~Ab}o*mub9T`ySl4f3(9Mnv*L8WCe_+(3~Rc|sLnmmVx|u}
zlq_y+Uawz0h+7XHP@K++b5|&%mP$2<bxujw(-SyUF8!z3)j%u|CR3`XV`5KpF$Kb!
z^-}Auu6w1KO$(!4mATf1Q@hoPt1c-WnDl(RCY3(e5-gQg0Xd+TR;kCjI8N)S)|*om
z)vE9HmKv1?>7iz@8!}%cb18H8mX*hBH|JWDgfVPbiydx;n94`6As*9MMh#X=VXzw7
zxCO&EYi%53D$AxWy+jz2AkO$sr8KRpw$wMM2htj@32*gO`DI2??&U+~PH-A9mt3ir
ze4&;4l4<;Jw@Vr06>X50(Tix~yo_GVV5rCXn{H#HjrLeSW?{hR>Horw3I}H9=72So
z`=)?5lVvj?NUQ7zJ#2{6g@^6yXFTp<ZKey`%!WR!-|6^x7x~QtDBc(GSSG}q19+c4
z>k*9`g<$`d&a(7~#oRTdoxn&Wir;(}k*#l$hBi@xWo)i-WUcn$-Ss)EGtcO^Xn>Q+
zr`c@Sg2f=)8J%~SlPNywf|k`t2kw$&v*#M|9=f~X8|;Os8I`VdWZe9tLkrGaJZOws
zHRe`TRzb*Aj><BHA>)e-w9M>;9%~DQ(0<Y{hY_&eVxZ;iOiwNxnBrlrOW5x*#O;f&
z_92?gkyhtyth7welqr?WXFIdXWP5<f78+$fF!4Pw>BY7CG~ZDVBs<SNs0X35+GP2k
zJ`Pc)CTrGxh3a5z>;%_!nsW2Nq_qlC`YEz>gQCxKQrnwVv5IiylezcjU$Mxd;Z&Uk
zm0Pu0vYM*?|ET<Cd>rDyWGgc(^`3!{J&yqU>daYP8enGqKtcwesfze_>?4PIc|}Er
zJMyI=cjW1X2j}2HlxGMkW^JcFiuIBbwO4FEr(taqJ57jMBsLrcLVqh7TB4unK+t!h
zBls{VwH^MVk^M6Y!Lx2m`4GROutGhgpc2YcglFj`1$x+;`Y^#$3e5Fr71k_Y%TNzM
z_>U1-A@cUB&Zxw2VaeLCQDgCq^)2*V2jd~MaMrvhNB6h6Q2}<6IkrWmBKVjRHwuZ8
zUd%h*l=8EbP}z<$a+!eKutHrinWZR;?`3EAgn+eZ<3_<*45RznYw3bb&2ry>19rA@
zR0kpi09t=Hr1nyHjsjua)t)7L&RE7XVN~s)Z#odABK|KLE_Zdn6N6c+42$h4#v1NC
z&Mak-|Ee@INSrOpY5?h(TgU0fvzh}?0b$lc)Sog<qt)L72L)!Yt#&R#AGidwOGn6U
zW=aI#+==Sj3~vONU6a^E=XY9zFBFmA_LndCW=aiEt#bgBH|ezyJV8(V!jfcjq9Jiz
zb7#UmBNV6SFU{|YQj6^@MWyGx>32oxq>X;v$~iIPZ#*k9uF}D+{!E@{_Jr1ioe&<F
zmSdqhV&&{6H#N7VoaHKYjK-A4kW|#-P`$e-UPaR{`pLcqGKY24NY%IWKeGh_|KTc%
zVR}`120oXy)^}T<_wv1+l@q@k>XY>i%omraa?(_}wf>q!T;0TtH?ODTEBbp*>6dx4
zyjxYW$oA5CCY~N`pl?CYcRzfi9m=3w#BpIUl|g-|ED^77Yoz*|q$gmhyZ45p+G^!1
zYR-$d(#a6+$@<(C7aD4)Gg(fsXuiBS?mv??d;NKOea_bk<RZCC7CQA^ogS%D?*~%N
z-59L`S~CX2-E6nA$~FcK-m$Yk*9Pn?8a#-!{byja-SP8#M|alMDJB}X(n2MF<lb9m
zO&6VM9;$BiyYY{j#vvX?N#zhPLee>emZ!AILrNc&){7yngFUeU&NOVGF3!*?JJr$P
zsal)1GtF1yl$fq@&h#zpqNB-3x(%kjSXs25BcN=h4xE4C*B*2EN@}JAFpo-{1Yo^X
zfl+TZ1R5MA2BIH&rBoDuI>t(GM7hUUJ%dL!w3!mXTmmwkhW4kh=U`BYbrjl83G2X$
z@hEh(G&b&)vxyy6*4PwsdwW_DRGCZV!rFMDlBQ-ePC*XMNrCVFe1zN1>~&xol8E=-
zAztuGfL((;FQA8{TJCJ8W9{kwb2MBvoPf-c@9ffzn{d{{D!EIj2si#KXJ^nFyh)-)
zi0Mk;ZEvzDl$n|%IE>*bAT(m;FK1+9-_u$xwpuHDpr{`Cst#|hvaqSz6lKF25@45^
zKH}^dsygkBTe{dLA<NtQcKugZ0USG_?OJxv1f(mwV~4Ua`p&KQCT@jw<vzm>D^)%3
z##hMW_CD_`Dl+&@UQ2dweO~8m|JLg-1<Jo8YG2ErwH@4O_Osc;_4+K@#r2{y+{g8L
zW=vtXs0ep*z5Zvoo1de-T(3Q2d}v*e{x&<ixzU2a@8@QDWG8r$Lak@GCs?y+z^(Zg
za|nl;9ND#UYJB~Rb<{a{FFf-*tdUIFI|$9G=K2=;swAzVB?I^ED5s+YS{=oAE?cV;
zYMu7|F>B`K@0+9er$XkgI$0sJE~L@YlkOg9<=lRHFFb_SG&8I3)kcXs<x#FLfb-dI
zPZxqW1)~%I6YET0XvCm4lSD-!)X%I7MX1jiiifYXd9ITL(=Hu<HE(nZuzD>(4YkxV
ze&DVt&Gyn4E4a^SN~c}c5!v+JU~7a27rZG1G?rLj-$J`P>W(cGf9uUKIJrQt&gusf
zLT^|Ek9QbG%)XYUVyR9dd(P|JUG{C5h1}J)W(>|nZ!4ME<q4nZXxmwQ=6k(LXSsj<
z*P6z&>%Uei2MUipG7da52*dD2ZHeog6@B#~aNZy9O@c+%6vJK_Gfyuf7Hex;OF!+a
z8c}uI-@4cwT*CJ@b*7-E6HnD`XH&qwFdXQpn95`FHeGZn6nF>OT2Jw1sxYAHJP!0E
zs&k@E4DM=kpsI(5mR1_$>$=n}`1Hn?FSJoJO0{TCM(K|Yb((UEHY69v)dpp{y>6r^
z+8-CAsiP>}>G1)zHmm*{_9l)zeUdBH>vFyn2{x(T`k5{Z!H@6+LSP^%i)U0C(^uX~
z!ZX<2iGZCL-Btu|4W;W(dbdOEUqtBdgI*cB{j|rT-~@L07W#Mjyn|wF$(W$oH`aYw
zpOKkaW6A^p-`j}NrsBF^#*n%XKv~bSG$rWjc}t?LqLsRBUyQBZ+w<;LM4weF=(MhC
zNbW3&$OCCOAGoO0-+%;m&(re^b75YTUjDXr#c8y!cAe-OY{7Kk7vwT02d%P18*gx3
zf_t+r>{frK+Q<50sCk}wjoo*!c)AV9dd!{K+ZhhKGkc!p$UC#AIU0OhrHQkYW#htm
zHRHh=>#0*DW;kBU=(jb|a2gfqkd5^@-BV{dYGXZhlA>hB12@)tH_YK(yJzgi`sM_7
z;ei;wu_3UYkDB2K&fu}0O-3BVWoYoMBaGHCGu!c$8^T~u@8p3y5DObpW%A9?wsWJZ
zOx~memDRv1lh4*LJ#c8&*YpKaX~r#Jz(;vQ7#O@{ie@?ivmInb@;vf5D~fM97;0rS
zlbg|2CKKiXmootM9QDg$Wt_%`Gy1;0>J-#88NX*s!El}cU&Guk&SsZA;|b^UjOU>2
zoBS#a=`;UUM{7OttG3(J8`!xDV$CwoL)YnLac^QU0m-zbPRjs>GhUJ6Msc(s-=-#?
znFXW+lhx(wsAXqiDHRfRGt_%IBH7;Qyd&$BW@?enidQw#hn?wUaaLinPUus>+$q`t
zt05)v^VAc`RsmDZJ9B9dFP+V1WmN~4bz-ZN3#%w7G$eF`N5`Y6P8jZ_n5s)<T&?-i
z#1hk%^CYVZPAO(E9GJTvm{JROy43ikik{Nc-wlA{dwA^2x429R?7J0~Rl4Z$k5fYq
zRB5J9_ryDzH#DWpxpJU`w3LF>l31T1M81X115{4bfT*#99?I2A*@1kg8tA{nM1{jQ
zg3YEmaE>LVz0w2i)$BHJ+LgT!nKOeF6WSuUjy5x_SH0I*n{WrZaHusF^*n8GnfU;f
z0@cUiM_QRtg(?R%73z|||BDdRG8~v-I;S9=?4b@fXDzt#qo)TZYP8lFr+a-B)hbSD
zlkRZO*Nu=XebX<CilFZS(%4x&`RycTrpugJwf(A3j20W%<6IJ_mFngVZHdNsYoe7l
z!)OD_9xIxjQBZrEs{S0%Hx!_AWV%;ROAe8vRdQ>^3|{yS_OoH}wJsu5P`R(6*Ogo7
zn;-G^HtTAa8jh;hfSe4av`-f#(+AI;w51(PHKCx;6w_Dll&>Y7DeKs%Q_#qTwN;_c
ziY`<WT{R?LMcbdw&Vv1E4Q-q#eVoSHLG%qJ!lJ0Ml;%uS>PnV$B&@B3j)Z<2ylSm8
zr&t{_M70(%{I^Zhre!hCkl$9SuT~2TY}ZMB=j>;QwO-iXj?-9gqnyjM;Ec^)Sz{l-
zn6;7}sUyyHVyb(Yc2nuECsf(0X=3gcp;?Q#wdStIr>*Us+~YR0)RL&?Cf-UX4_dog
zg=6(x=7Kc{v?dJyi|E&PM~go6B%!mlbUSA+qz9Tos~7QKF`T7L&UQAI%N(A`^edO)
zuu7VAzBPNTtNGT_ER_Xk2#-S~HS%mpbT>D&Z|JB`HZ?cUXP(vj7WEwo>Qv1yb%vF3
zHH@Ig3oF*GRU=(m`mu&bUdxLU*LKy@@<=YtU~|pQPr|~jP7X$1P{QjoGafuUBbC|f
zX51dmGj0x9h^L_yx7_E9UJY%WHH^$~($jq5E7KdgHSsFbR77PQEncW~d3AVYiDyL}
z%iZh^&PqzG0v+$DZ`+WdRouYV-mGP<|2>=x^;WGUs8P)UN)o~1hLv8kUkh+GJHldn
zPCFnqeD`i;SnoW^R@pPQmz2Hfwe|y(#lqE-S*rt9@2<bMVIBC-TnXHcV)lA?^J`JF
zmkO%FHFPBEQweJU%ldej{M94F8YKUsieNv{+DxPZ8fbr_`az9EhHnDT(!gn<I@Jc-
zknpNhT<t}M)yM<c6?m$n+vBSp25U_zkn*#XW^_I%-PWbIH`2D;#Z~Hz423NaQmWye
z6S!F{zpAAowTk9?r8ho;tN*#Yc<#QZMHK*^Fj23Gx<Q%w?ut`R{U6<Rd)2@LR5Tot
z-gB}>$W}CbJxng6;y=%Wrl`KrRVweT3AK<Dw-*BK^UuyxUs=5vrsggbL;Hy^dYy}A
zFV=HMv`!l=mi&R}Y|^!&q}aXSLL*3emVk;YbHgWxCh>GVJ&Ise5A`j}|Iw2O+CJaY
z_zRddIP*P9qpG-iA;xuUs^ZQ!K7Aet&JFs=wCTW6!4iKassX^V^rx@6cvz<cxev^H
zTS3zsLX-+>4i+U93|>S^2Lr28!ZII7iA5Px!r+~i7R=Ts-$t7}@x1>*7fGxTs-j*R
z;q?!Lr|F2QrZ@P&hc;m-&3r9p3xg-@^wN@5#8ueoXm9w-C7hS(!fFV)szd1~t+4gA
zXZ+rxuO?C}YSaNAk4y8aDd&mz94dZU*AzwSKBK)QmF>|}Z!E1%IIC^(_fAd+8#O>V
zIAH1zn*D&43Y~p}hqjpMOQX^oJU(CX7^(8wDRA!W39^{R5pC@qt+ayZKG&%pm=KRI
z++3wzNR?CdTBll;qcVou=D7Yg%f{1B+C(kiSw!1Y$Cp@_hpmWjj8gowu%}X14~A*Z
znBn#tz04Zzl36x^uya_2!!Eb<-D#R82+D01MzL5c%g%6zE!MvMo@@%Vu`AU>0PC#)
z>j@jGPR>QS>;|q@R~h^;QThs?y&GlKCYtj&?G{Z#qTa}*Y6u`ye_uLzFZ6m3BU<lp
zcUQGig{J)hYPq;e+@4E#Uf)#7RSUk>0|e=dP&0V+WU+VEB-5KGQPW9$lgbdqh?l3-
zOfo`>SuYc-r3~u{0d?xQK4qUC@ic6dz}4RH7>Y1Egz=;PX$_6HXkg@ChNVrJ^obRp
z)d(k1)O^|-_(&;1<ybxTLdmw29tls-_LtiEYU@nZx23AqSqFCg{yGze!21zVs*^q9
z38Lw1Y*8zg$s<D!c?yMz&AviK@(~s!ja4g9fWv$i6lIfFh9u()wb2t}@%EKU&n3iQ
zK}hF8$aO|$>d1IT&7*yF-}p?kbXZ1HNg5`o8q(3#kgD=LZL_dg-`hzK{o<+m4Q~Gu
zxtnmWiL2?O8u|DuVZ`@sa9M+<5>|Ji`gwXK!#H2k8RTt((%E7ibnNPEf=|?IU-{`>
z)a<q|oO*k)brEB2E|X=BhqR0om~+z@hMzi{{qwC%smDeF4@;1@5hG1|GZ)9zlR6O|
zNLl1x>eCOTs6&5&&e#+IE90%%xcxSYKYe{oJ99@etLB;UC-_KRwA^64@;5xDOre^a
zd7x>n59mgOv!l{1(9H(sx<(J2D&#JMM_z6Z3t7fu9`TD3nQc%h^L@0zDn{01#aoJm
z%hH+6R;aNFwSo4e$XbmytU#OFR!?PM@-@7%b*hDX)fArKP&0Cv3Ye=SOJ_OmVf`}n
z<IK>9#hvmgpHA2*9Pa5120$4-7mtBh-wer@X&A)&<8P4C1N}@RA=ayOmdFP~yno^2
zAy3!Ed*VzxXWnJA{#R6FY|cXZ34@o}blj|0PL|Aa-_6>N+I_n))7*KRtFUG>qgUci
zJfm;^YBRHbJhQ22U3n%yoN|zDZ=T8TkQyNA&@-8t-99~&<=l1a8Lfo(?07#ZixpH_
zIQHDQR}0CsjMI|n?6j{g>9ysV97mbOU>VL{Q@LQyx>CC<ohw&V*iRmM`aK#jrw_nn
z^+Z9`MEBg-Z=e&_YK_})%7!_NMOhcPPL)*}1O|u)DEjWPC(l7=x=4mEBmeJi{HoPv
zy~=MLgfiugcX~ltaDdWJ?QSN!QlhZYOd*?ULVYrA>cOiU>9yeOwm-rzF8cRI$e_A{
zPEWCC6aI~BXlktXBt13#K;@LW-LtX2rHkIdRm-R8;^7{zbC=-AK`vfM30^_3NwuV^
z8pwP}LsNZ+bHBDhZI(Aw*q^g8wV%$%r|Ibad6b6EZWIj7vb$EH#^?2ojm(GLxwef;
zK(fBMBjeSAOih_Jkq_MRay+GFGQss;(`DE2wu@iT3%2B8u~qA?6%~t?;sxinRDE+B
zy^L%fvP&-kH@CMrJM!MrKa)hJ)`0okLb_z<_A<39C)SraxfA$?4wGuyg>m{mELHqW
zwLYhXA{QM-P6HIJhj8k1#`DomJ+YTk0@X-u^HL{aZr`xzQE8`xq4btEl~wCB?My6N
z6@fYh8cnToeWWY!C5xQ%E!IQ+70lH(Ix$W!&al_&tiAr3hAZr99fdh=Uq+&jAI#Pb
zJ3M}q>vkH4Iyo)5>R5VLGN}qkdlx<XVyNZnwG~={JzzCl?X5+>yb`>@MZJ55`z{gc
znAO2pO?$kd-oA$JR9`i;@H|Zs!8`T2b8A?K)zdqI&1tscyJgBS*Pv50nAx409H~N(
z?qb}*Q%#loaM^*0hj2ibRkj32aI=^%s-sZHO{^;*-pv9g!Hp|)*)=b=cfOp15te-^
zCPHauJxYf^w__42qp;0xC0v%5xHcNvHoaY~t2fPhGQGJOX}Fl-qHpe>*vxPVSRI$7
zuc-eIZiuOF1#XDZ-IQy)64vFg1KExEnh$p!#CZKH`)NB=W*i9kP61{$sm@|$Ih(n=
zXSZcZ@LobmS@4RHwKSHa3r2Xm$T!e{8E`HV)UyXvO<Vc?D@8fBhlg+IAhUgb+jxwb
z77FaazyI*Lu{-dmi8Yk))8aiEzX$$p8TE>K;3AKjAVfM|5%68@#02lO(7{Xn#DO1(
zni?ivkRB#4{3(*&-*twHOk$MKwGKGcZ1kEvmt!uMCV#N#l~U2O9@{Y%JsR3N7f1{q
zs@*O%6SPmiWjG{n7X-YZ8s=k!OC%v)%;*}4$#2?m*Kx+PC(#e&8~nvH_bNf@ES`1m
z%GdHSRhbI@>YU##(nt5I4Tk}tV6bhIN+NY3CX23$i6Jex;m&{HV4Y;&)7NZJjr1R1
zQcEg1I=<vHRzX!oC9GX=Xz!1{Aw(%fWygPQ)?BgK<o16)h_cOBZZde7&Dg-*KviQ(
z`y6U|z^qnR)bcWIcDAq2Zr_6<psv_@BY`J-vl=*g!kOWPY3~VFy|(S2C-KLBe5j|~
zmIlTZRQf!Ju)MUYM5-`m`8^x2XX*1~QNB#V#|@VtsY-fAP4)>Ct7bZ#omv-(5<Ana
zd~bpWZ(OLSj8q##OX5_AR26b8n+v=D>IKv3M~6KLP)*IXf7lo?0h~nA7qM4UE8#8p
zs_%3hS?jjmtWB2_$BpvH>X7mAXxK!|Q1tCQ4jz~nRRW_Y!Rp{-S)j0({76SOa<MV_
zL{ZA302zIg6(yrLVTB4CL0t@(+)|@OwLI%2FBEDztI^yUZ|iDlq4~GE+Cw{gY9lhx
zXON}FW_91EAz|HSP^ECOyR_d?-<;}H^{!-bW3&1&Xo4K-6@TjH0%aJ2;G3U#OS9*i
zr+W>Zf~OW{0(Yp>XX?GaIK?FDcgAQP$J*&~8i-(;QhH*??X97dG>fd=KlRPo>*_li
z)Az%K9%WNC-LVmUnbCiA+??!Di(v421XWhgX;3DPy6eg`{xg5twWP|r>`DEee#ON3
z=&SHf!(y6|s<S=mOP@@2@RdbRq8JZJdb*~FDa?50tLxr7f4)(aH7wQ%&3HxCLv_La
zQt7^;5f(9fY~+a;6>4@M5atz(`l)YLfpXGawesHgIYRt$s&PrA);{~3@K+%xz^Y#R
zm$O20f~I3kMnqmL3-R4;g{(UdZqkOu-8~N(yrK{(*LC~K`y=kyS#M;yO|CPBX$IXp
z8#?Y9fH~DO2F+LT10zSKljnov^z)d5{;rHA-Ew42L;dZBsW+4R722V(UP5`wqEF+!
z^d)+Dx5j$ol+gp%v$4TYo48qaZmxe!KVq+<VsR2=AmbmG=(=&Gw$-~(U^RUiLl?1^
z%jk!=qs!=<ysyjTom04S)7@pV6sTaKJzhrNa?$B!G~l*Zy5I8@QPp0qSx09p6N#+W
zo2W8*j(@6ABQ>Le<NERq!~+yC>p4ldMOURCs*AM6ouP)S@sE?T_Fj8d3vYV$z%643
zCc83x48~V{auQ25My2D%{MUZ?p>(d&7Z!l61zGj2FlsEl-MX5<vjh5^g~HR?TVbG+
zc<w_c846lf#fn-T?mVoTW#ppNdh^pMyyhWa&}`W05Nr3%?s8|-drBn#v3^Q#sDoC|
z8#r6)ocs|V(WV1BE$wakg=OxjnW0&-&JJ4#hn>`zwNR>-Tz`g96_<2cxTo9Psnx6n
zg1R#O;l=-57zAx(#I_@>(Ay{IeLF}qZLp#l4QrpMBoxQ1a&|o0TE$YCtQPIno4JAZ
zSgnB>4no^&VDzwDOT&y#D60i9s{XXXOKZaCS>GBt-xrXYRN`9W^$yx%Sw{_sZVap|
zDZwM%cJpn2u*8aW4nAHI40tg4+-BZBo9ir3Q;LOOT1h4=ngd>@TY}skTa<l*!WSw^
z{aFeY&A`q}e_NTZLaJ${<Su070YzAT*o}g_45!)yW;-pXO%R@ivEP%7@+APPSXRWV
zmeabjbxgw=X*qinPRC^)C1g9&5iIOyv!m}OJ+t6Kr{{~EwfJWG2<G+l4NPmh#9pUQ
zKS5-RY8>QWG|eVRR;y*7mAD{oeNiz&>RLk?|G5i$h~*jcXUHJd3s2XfA9vEhq4+Wj
z8U8R>YZv~9996~EZx0y``9(gnknvbt#HgFjCix;CSg%wM^+!A?mTBFLpPiTj1xpy}
ztdy^{h;}B(;CHYDtM!MOp9(UVt5E9?>Fq@tn$kTCS_-ny1%;P+ldtX&O9fuM?&UAQ
z-lZ;8lAWNb(JQyD<MTnSZm9zsxmn%vc@Cw)Zor(t1@lrb&HFu|MuKKK-maJ6sHdFS
zR)cne%$vp;ro+xQwDTNoNb78<IQHh6;|HXW+A8$bmrQ~2`r~U1aMv=ECpy)g&@fFh
zm5-n!8hS!eqhW-83YB@>&I`M5;$(m6ow7ghgr3Pt`l@@nSI|MN_Ge~zc>FU3ine_T
z-|v-W6uy{}PM_8YFT(~4yKSYF4xiFop~P1gGG(r38y7bi{RP*lmFDhOr*H5~f#C>J
zq|@b$Z`PpzPtsAl<i5{I5C0}Mw0CUEeDr0hGvT0Hfwp_KA_ZICRDx*aG^2AgH27LV
z-^^=lZ;jVCG|-_+H;~pNqMp7zeKNyaOw$_+5uWCvAk!`3Ruwb*matRkm_($(ERB6G
zcHORJ?*9hQanf?NeOcZbCe|;s=DKDxR^M1+O<mdDO1jz!-Z@8b;#v6X6wgdocC3b;
zNelVN##n2-U2X7KM;mQ(7=n>L=V?vagUwg^O$qK3<w576W@r+PSDm;PGt`g91o&Z<
zC_F!Gh-gJMf8>Sg+Xd-Ycul5h@}|Z^{#jepY-ct)Gv)qFCr_9HjA`rskUdYbz7F6W
z!h|>5?#5eAT5jGuuD_3XHHh~x-F{>HXKcH8KW3x(VlCyS1&io)<VKA358598k^`kK
zy8vU?GTt}vPWO!7{7N@vEIuo(S!PR-8??;cL}=4k4+PB`%V*oNxt=jC%&a$V8Lfx3
zZ=S``EY_K#ZvLx*4trT2#<IbS__<o{qq^rVc3bzAbLTTGF3)EAaX0s^^=9gegV9re
z(O2=Y#lY??N2zVST%QWQh6VZRJ0%<pZC059yY}=gcy5Je_JiP?%?DTAaZHr^1W!+v
z-B%XUdrg_XWuD<l1=F|F58y6}dP798jUvhAu#FV8)R)_G70F^)F{0&Ing<)UI^*^`
zlrwmuM{OU`swp%Mw6WTr?4$`zm72$@lU&xc+1>^{-<nHa5a({~LStx+yK{9cBKYNL
zyY0)a=?iU;BITNCb%xrv;&^4EzR_L)SlL=k%Nq75&z~H6kNe_y6FKJ}HKLAlZCA1-
zVP~`QY`MudD!SCkf>&Jozz4+ou)7-2FX>2F%L*L{eJRO$;I%ZhDVgwJvnAJ(u+bc5
zHD#J_enm?zDHT2S42>aZYUzq0b6)RpM{}w5g}f*`n%1*0?v5tRi?QRaNzqU}yH`N%
zr3l}iAgvU6_ViSrnu}e-;P^c!-rD1NZ-RK28nPHV*{3vdB?1jtg;{^6rak>~s9GgA
z?Dcu)T6q62xI<&`LoF1l#&o88GzRZs4<dAz#^eRnC7MoqD<Ku0i2F1qUsYpluc27`
zZ?L&#uBCQu_wOUk`eey((CSB|VRu$ro&6YdsLk>Bt}z?)HnInlv$RIwDYv1lWFa=V
z+s@FzeNyU5_1#c!gsnxL;y7)Uu&dI+J2WA<vu;C$8Bd`(ITZ}6?|d0kDZI~pntiHJ
zZB6Jyp3FkNXXU+qrtA0=T<aFC)epGq_+oF<qXs(HW>?Z+;$^?Iq<g}URas-Fho9)>
zI=v8oBlK?}KKPcV(laklN-?WI8RlHnWv~ORj3KcGMgCnztMD5Z@PlEpKU{|$s8fk>
z+UgrD>uTt(IeC`7TkE^yopi#<|Necj@!&nM+YcughPuq6*;Z%Pv)QQ8tRbrv%(OWd
zrBX-qIase*FgI1(^*UJY>?5)M0jnC)MylNzy^dPJGkTJ_j%P%(t>zg#jb76;cv2Cp
z?2$&xs*TOX9VQsx%<Ob(c58*6cQM>o1NFgq|4t^1n{u>hrzYmkM+2PJ4I9~6FyqVK
z1Gh3`uiu#-zt*eLP9ms|fez`%=|L2AP=Cp~=EmlZL_><+|EF&zrw@qGSq*xnjb2Tn
z7uXZmwa_EdB{MqLZ_V22`Pd2?f1a=YLo)z++|@fTqM{}V9OYp{TO&P-GlQi#6)tC$
z%^Mi&OBjYF5_K>z!ZiaZaE1jw^*x^%hMsOoSP`HE^+v!-%{9(FQ)_JFUk*zzy9qB%
zaeE{7Vf?Vo5vLeJ(v<iHJi!()9ZY_~O7-cPAMeY2yMi*4USC+Qj^I_ObMllUCCTPQ
zL*lyT&IAqd^+%H9DR=E`S(18B)qPeir+-pK@vYTacT{F^`6)y4nU)O9Q)Y^<>AXC>
z_etH6^RA6GuT<INTlq4Xq&04R44DdP;8Gt>O#F)k#_5PUYv`0ACM5hCN7ONjKNOA3
zu-dzdX4NVmw%j^4oZTotbbW*3>_6`2ou})ObgmA$c|8vuJ$okD?v&U$GAHrPp5wbS
zY-?J*a$Sk4o*7OUR!|RO&&r+SxxvXaZFa4V)Adcd>_+91`QVeP55cK@)DWl|19Z0G
z&}~S@Nh!7bv<4NZk<QTGHzc7o6E|Q{V-rYEchHM7(f>)3W)T!jRTr1enLG&#qu0=`
zEW6RPf9LA}oA+(hSk1cUM4~4=Y7ln-haGzKD>;-w6^1<-rYe#Xbo>2?u#tz_e4r<>
z(_@4xT3n@pgf*(9H<3M;?J$w-W?X$^pefNp-><34v}s9Wk~K8OSVNF!|F4#+x!RMV
z5s12|;vN0b7B+cr`I}*<Z;fhY7g-yE@kC3aHPM!;Qr>z-I%;^M7tGcKdU5hVFuGFF
zq%oEnWl?mTok)rRnOH;R${J3o$XE$f)z+Bkj_d8p+D?0*RY9NYs#>o8pL%T;-ce=R
z!R$t0rPc*#-*G~Urg-?{-=y)D09x(U{h@CFVQ$lXqaW|OySH<dFVA`T+^)!Z{SF;Q
zWL|^|^UN6^vIQcfJ5A?(xF;EVkDxyXpqDT$2CGUws}0_Y@D?vxJK^l8VNHQ!GC7(m
zVtcI)9%Sy&tfmNWn5ZT*;tVL-Xxu*nB?G}LCnXithIv-7I)xWrf0L6gubz~rfXr~n
z=&h><df+XxE~%hlonEQxn*7B~O*lx#nV~<mu|*dYGc_%uvq;X<9n8)rwW#nVMN>)2
zU8A3?(rPI373uQo6m?21OgvKzL%K!PQu<1KNri0EX*%t~PB}Z;8|zc`XT+~qdzoIk
zIID)<g{yD9yhAO;p5N8n(wOLQhIT>M3(@t`3+o$FbO|t`bEC6`i<Dhj?b_6mXhZ`J
z;iS3Mml|C&PmG5E#pzv4Hl`{#cDgtL2|6pjkd~@L94!g?`&kv;4T+>$5jWdedI5bN
zc?}&RjF3r-R(Ex{&K*BJiCE%wV@f)|vrGwA95l%!m+L6J^c1gb-_YDp(b3VKE|K0y
zfCFO;&`qY`FI>~rmTGQIWH9G(Vl?P=#hKKHE{p|P<yg9&*4XtlqvJ$NJrK@Q8Qv`B
zJoRO-Q&L>xj#pIey_LZqypn(mK1{yq67a_Nch(cAPJSN##G)mp*3R#d(IM}xr&(lE
zI^ZILM_5Aw0rYr?E_sjn_9Ngc?~M1-SK$MG`Tid22}UB5XXwu0skh+>dglE*?}?`#
z^LffO8G*{<ZQcE0@%~kXq?yJ|@%oOA`c1Jj8roac5=rcgw)RxwjEh!XdOCe^qTw37
z@{(wZukWaDO~lUF(9zzNjOFO(;P^qYV;H~6wU(!UPaheJ%{w9%o1_1~^V`H%GW@v&
zIh^y`#8)$Xp}>AE!@o(u*D?Hw0=|jiPZID>24niq7x3MT{c=J2_b~h^0{guTf1bd8
zAH$y}u;0({3k3WC!=EnT2O0hh0YAj>XA1aXhA$TIBMe_6;71vLp@1J__(cMKoZ(9a
z{DkI@(!W*vcfO$fKF#nK2>5A+Unbz^9AtZd;ja+z`I^V}XO$rR3K)L1fG=eD3kBgX
zV)%;$d@;jU3ivXHuM+U(48L5!S2Fwx0bkAVD+PQl!(S}m>ll8OfNx^>)dD`r@YMpo
zo8d1J@I4HF47EYzh4th7HjSTp8Genxejmfv2>5=6Zx@7rfZ^8)><=>h^8))r48LE%
z4>SCwg7A+peAO$W=l>|fUna0W#_*R5_;H4>74Q=b|6M`+CmH^8g8pZU;ol($|1`s2
zA>d;N+w~m#-**c5Jcj>;ApP<g{z`%U0*1dzz!x(7y99g@!#4`@znI}$1bi98w+i@j
zhHn$_l??woLH<`We7nGYEyI6az}GSSR|I?$!+%x4CmDW7z;`qJ{Q|y+;lC;1dl`OM
z!1poyw*-7Y!|xRE0}TId0YAv_-x2Ub3?CP?Kf?@PC*VgI{zroFk1~9{!2TG+uM_a&
z4F8}Y{1XiSynvr%`27NYisAnu;HMe>1pyyBB-sDIDB$xL{@(&VpW*)_;0qZ3B>`W^
z@C}0USH$p*0=}5x=Lp9CWei^^;L92Q2wKdcC|EzvZ`1s*lHrdO@YM{T5Tsu%!@o%o
z|2l?WFR<Ul@EZhtlHr>Kd^f|tMv(qJ4BsrU-^=htg7oiW_)`UZKf|9U;0GA~EdqX!
z;TH(_A%>qP$iHERf4zVoVfd>B`9I3=*9iDAhHnw@;|$*_;3pWqO~6kwe7k_3V)!!!
z`8Un*#RA@G=yCqPP{8L=T-6Wqr2;;m;gf>&D`5Dy3hG}W!(S_~U&Qbi3hWm%e5HUd
zWBBC)zMSD#3V5|w;m`k70$#0k`}s=*yjtt?^XCZ4Ume5WBe1XfYQOz+1@={0_w!#6
z*zacedj)(C!*`IT<@9gU_^+4YI|Y0n!>0s%Kf`wk_yLArF37(@hX1i3{f8KSg~0wW
z!~aBJe}v&z3ha+E{7(h;#~6OMfFEc02L${C!~aUaPcr=D0)C3&|03Y08U6_YA3HSI
z{%j;awYTZtruv`9@J|Zt=QI3M0=|IZ|1RJQ8U8r|U&QeL67a<g{|-U@D`R+dh9qkK
zl{5T{0=|;r|1IFF89q<2e^ATt*9ppR9m97E_$G$mB;b<_|4KppyBYp^f&Ctaf3?7V
zFT)=z;QJVUu7K}n_~Qlq0K*?A;0GE0-GcNVV))Ghewg8J5bz@mf1`jOW%!!}?bjH?
zFA}8xIK!6-_z8x;MG*c;hJUNT{uIN%UBFK>{5b+Xc380gKUcu#F?_jz&u94a1$+U+
zUm)NM8Gf07FJkx$1$;5XR|xnrhF>G#%Nf2=z*jPSLcmuu{CWXj%kWJCzK-EH2>2$3
zZx`@MhVKyY-3-4`!1pkGw}9_u_{{>okKu0+@cj&bqktb^`1c6-L5Bahp#K<R_&Wvs
zFvGt`(0`9Ge2;)1W%!!}{20UEEa1l({=EWzg5hrw@RJNbD9FDlhQC+9Pc!_N1bpo9
zVE_MR0iVb4?-Qh7KEr=gQ2z=T{#JqgLWY08fG=YB5kdHi8U6<XzKr43nk@at`f+}n
z)^Exg{sRKOlHorn;Hw#aR1p7KhX1L6uVeV12>2$3zfBPTB*XtqV85H;Zx`6_VfYUT
z_+Ezpuz>Gl_=g1X?`Qbkg7#~G;U5t2gAD%>LHvgp{y~BLVTS*WApJ%d{<i{tl;Iy1
z@M8==F5t%*{t*E`!SD|Y(tncS_X_M!G5j9{{4~QqD&U=sd)&YOqkzxTAo3FeKA++L
zB;X4eUhOH;e<JmNg$)0gz<v?K?-TIF4F6F<_{$jn4gp`z@E;TKl??xsApX@1|5pKD
z%ka+$>Teyx|4m@OiQ%6S@JWW>B1r#khX1&L?_u~m1$-~V?-#_skKvye@cj(`oPZx-
z_)iGpKgjU^5ZE7L_<srbVTM2a=;-a=2*Xbc?2j`13j%(O;a?Q+;|%|A0YAa;FA4Zb
zhVK`YpDBj_ufYB^!@n%xV{}$t{b+AuYVY_iLHP3+{*wYepW#0x;0qZ35JCH|-g@!J
ze~y4JV))k!>YsWm!*BmEf&DUuKU~0<Gkl(auVnaB1o5wC_#y#c%kZZP_&SE)Dky(V
z4F5_&`Xw3u(*pb541c$P?_v1Q2>4!xKVA_3K88O|!1pu!S%Ul@VE6$+{0ABS1VQ+R
z82)tvewg8x3F1G(@D&1nl;JND@M8>LCE&*yeyJe+CK$d<z)v##3PJd%7=ERIpJw<~
z0zO9ly}$pd7Vvotf0iKq@)`bZ0=|IZKP#xe>aLtW{+|=@>aLTY|Ga=NX80;W{L2`=
zQoxrp{KW!Z-Bs|%f0cl*X86?tzLw!H5%6^kzed0}G5n<hKFRQx3HWY?zg)ogFnq0m
z?`8Na1biREzf-{XGyIhTet_XO2>3yUZxZlB48Kv({th$zbpn2b;Wr8RQHF08#D9$8
zw+Y(MafWXZ*q>ndHUU4$@a+PAis6$2ewyL074R`yEAY499RgmR)%No#0iVzC_XzU8
zfZ@L&;0qc4ivqrg;kyO#FJ|~n0=|sl)tw~zkM-mHHtzp3{JjFclHu<Y@YM`|qagmZ
z4F4VhU&rvD610C!41cr0ev;w8BuKw*h93}wzlY)9CkTHp!`~|4`xt(kApHFd|9*k}
z0fz4t@PiD$U66l64F5ra{b7dxvcUcb!{08jKg#eQ7Vu*X{~-ZC&hQ@*@DmK*C*UU;
z{(eFEonrWp3hYla{2c;5MsC#)uK#~UP=3@}v7i5#z<xf%e@l>l1q}af0bj`QI|Y0Z
z!+%e}tG62b={H0gWr6kM{5JL9YOPBBVE)}N;L90)L=gT;hW~+puV(lk33xSE^~e9m
z0=|ynzebvq?#^#h`ZqEBR|#@B=eLPZGW<6M_SIO^AAfbH+_CHYHrelC`1=KXFT?K?
zgujpBzbD}P8UFhMet_X07L=bshX0x%{Zw7|=imPc_+f_MA>c<C{%53-7uJvS+f;r=
z8UEJ-evIM&BuM{phF5+%;dXwT!au?AzY_414F4MeKgIBS1pG9^KP2E|l-BA8`;R9D
z>7U2&zZKZeXZWvEraAfM{5IuZ0mG{@;c(7x6JN;ij|h0RSM5)~-wXI+hTkjT%NYJq
z0bkDWe-`kS4F8ybS9?wV^xG%kYZ?A=0bj@Pe-ZFa4F80HPcr<I0=}E!zd?oGDfiBA
zQ~B><_-_jMUWWg>ApCs{|Ez%TXZT@3_y-vNd4c^whX03vA7c1_3ix4$|CfLtVR+T2
zIOWFqZ7M&b4F7_FA7l7$3G#28;lC~5Cm8-^LHH*b{vgtvbaQ^2(r=344;Jv#41bt_
zkG(S3{(eW0et8U^C$OK-@J9;x0)~HufG=eDqXc{r!yhf+iy8h^0=|sl^96i4!yhBy
zD;fUP0=}Bz=L+~*hTkbDzjX}%T>;<3@FxhupJe!X0=}E!zb6QP55vDfV855)3k7^1
z!@o(u_cQ#70)BwuPZIEh3_oAM4>A170)Cj`-%J`60qe*4ZR&qU82<Z$@-xctMFRU{
z3_l{UKhE%{3({|b;TH(_NrwM{ApBDdf2P3xG{gT;U_bV%VE_Lk0iVb4y99hb!!HrU
zzkuPF3iv{XFB9-Z4F6+6{EHd>Z36pc4F7fkU(WF72>42dKUct4Gkm##uVwi21biLC
zpD*B>82%@M{7*9c8iD<8hX1L+eh<T6F0kLr@RterK89aLZ5l-(QvcP@@aj$4sQduK
zUm*zpAj7{?zz;F}RRVsP;ja|%BMkp80YA#{aREQZ@O1)yoZ;&Q`~<_V6Y!G^|1&}P
zn_~Dzf&FQQPYC!}ez5;vFW~bSzDdC6GyDbtU%>Fq0=|&puNLq{4F7XM{ueWRi@<&v
z!?z0fa)!S|(Ee63{4WIYuV(l*LHKJKzFolAF?>?MH!=KfLHv^p-yyKy&G4N9zK7vc
z0=}2wy99h6!@pa=_cQzhg7hC?_+JY6L59CU5dI;C-z?yV8U98AKf>@23gSP?@b4Aa
zA7l8N1^hU}t8WU>e<F<^Cm8;H0{fE;f2)9>V)*w9_-Tgk74WfRg8lyo1biOD|4NYl
z`3(PS0bjuIeS+{8GW;C^zKG#}BM5&n!|xIBWendh2!A=le^S6#GW=EnU(N8J7VxzU
z|5*WF$MByM@J$T=kRbn(41bTnemBE^QNZ^w{GfpEW%zpqd>_N#C*b=T{!0RWfZ=~D
z$iG2`9}?IfV)(BK_+f_MA>c<C{_6sMl;OW2;KvyLVL|$jGyKm4_9qyATws5a;eRLK
zrx^Yb0YA;~4+`QRdv&n?9~1C-4F4+upU?2W7VrfO{~G~c$nbjvd=bO{UXXvq4F8b8
zei_4mPB4EjXZXE>@K-YY9|U|g!#^tEYZ?BJ0=|yp1?k_!@ajwv1;P4pew+4RlMMf7
z0pHE=6N32nF#KZz`@IbRxPb3t_`eAFeujTSzz;C|q<|k}_@@N?5X1jfzz;M0lz<;$
z_-6(DD8oM|;KvyLc>zDp@cRY)1jGMHP=6*F{?7t_is4@ngnydhUlj1MV}t$we+7IV
z!@n%x^BF!S=)VdW{vZKg$nXaX_#%dXOpyP@48Kpnmofa~0=}H#^91p)WcVWld^N)#
zDd1}v{x5>~*D?Gn1ooR4{%8T8WcXJK_-=-OwSezo_+tfpFT>9j@O=z_oPh6V_~Qlq
z0K-2aC_jS?uf7RO|A{pI8)Ep^3Bo_j@bd)x2*Vc&_)&&`lYk#%_!9;EIK!VL;3pV<
zzJQ-(_|pXZ6vHnN@Y4)`x`2<(4fg+M3iv#Re^OBX^BKNWV84Ljmk9VmhF>b+ix~bX
zLHvsu{+|N-WeopT0bkDWZxis941czOuV(nS3;0@wKUculG5lWz`Pano=L_s78U6wR
z-_7t(3&P*S@D~Z}_cDByfbV1Y<pRE+;r}Lx{{X|U6xbhR_=^Sn5W}w$@WTvWE#OBO
zeyxBXW%x@4{20SuCg8^zzE;3bF#J0N{3OF)A>gMN{+$ATn&Gb!@Ui29{r@w9`jf}-
ze;4ri3_m5{3mE=gg7_CQ{IPVVl7e9UIKNHnw?z#9tRVcw4BsdSe;LCk1bjKeKPL!(
zCBruf>{m1V)dIej;ja<!bqwDk;F}n}Rlp}1{&_+AcQgEc0pG*$DM9#q8NN%v_c8oG
z1mW*z_<suc0fxU`5dJ}if46`iV))Ghewg8J6!0Sq{~iH9%J4k`evIL767b^;f3tv}
zVEBIt%FiUj-y*O-#qb{#@Y4)`n}ClUAMF2c7w~xu{~-aN&+s1>@C6M2Q2}4b@E;TK
zMGU`1z!x+8w4nTzG5lQu`{fM(NdaHU@ShU!)eOH?z}GVTrv-c+!@nR%|0afiQNSk|
z{<DJccQgFI1@?Ow{vLt-UWR{3V84&y?-SVXXZSA(_yLChk0AVm4F6vNKg94~6@-77
z;nkZ06og3gml1})U%-zt{Qn8~F^2z+fFEc0?+W+{hX1~RpJezE0YAm?KM?TK4F5v`
zAA3!(|NoJI&tv#q0zRMNUl!D#0)`(I*e_)Gp9%OPhX1*MFJ}1N0=|sle<9$@8U6tQ
zU&-*XL!-Ap)eQfjz<w>mA0)6}$MAau_L~^~ApxIc_=5%E?`HTz1bh#}|4tD8UWR`}
z!1poy?*)86!|xUF0}THM0YAv_j|%u9hX130A7=Oo0YAd<a|GpQl;QUY?2j@0;{tx1
z;r}AwCm3G6=@WJQG|BK!2>2<6e^S6tGyI`~{EHO?`~SZR?B_B3(*i!9;r}M!3mE<|
zLHr9D{#k+jB8FFQIz=r%#SH(PfG=bC=LLK@!yhh4ze<Mxm%x5C!{-U?*E0MO0=|yn
z|04*06T|;kz$Y30WdYyK@G-&uRS&}-B;b1){$K&$$MACmd_Th<D&Pkg{@nt8kl_y#
z@IwrLxPTvK_&fnW!th53_)&&GQoxTf{4oN4oZ*iY)c*;FFA&(DWcb$#_$h{eg&_RX
z4F3j!{n%@R{r?*Ud>+FW3iy16KS~h)0*0S2uwTgVCkyx@hCfBX7c+d3fG=bCQw4lE
z!@otqS2FyW0=}Bz&k*pn3|}nZ>lprMLHTQ9_=N)dNro>K@ZAi*Situ%{1O4*%kZxh
zq+cJyze>ROGyE1o_y-vNYym&W@E;fOLk$0R0YA*}cMA9shCfHZk1~9@fFEP{d_n$?
zGyF1v{RxJz5b%=>f1!Y%V)#k{Kh5w}0zP&^u>W5!;PV)Mg@Dgz_>}^_fZ<mO_(FzX
zE#Qk7zDB?oGkmpxFJt&i1bjKeuMzN-41cMBuV(nm1$-^TzeB*+G5j%t_NR&AuM*f#
zGW@#)d^f|#1$+;~*9rJuhOZa!eGI=&!1ptJgMc4k_zePnkl`Bz{1C$@1pF|=uNUwm
z4Bsr^M;ZPa0YAp@EdqX=;a@GNzY`39tbm_n_*Oyqrx-pd;HMe>S^*z>U9kV}5b${n
zpAzu-48K#r7cl&F0=|&py9Im^!*3Gs#SDMFfG=bC%>urh;cpP|l?=a2z*jT;j|F@!
z!~ayk*D?HDLH%!H_~Qh8lHqR@guk2NZxZl541bG&?`8O#1$-aFzgNKbGkmXrA7J?R
z3;02X|A2rWV))|)<!6}TZxh%bVffnx{3yeJSip}l{6_@*IK%e|_z8x8jUfFe8U7Oj
z`%?^mmw=yU_)iM>*t}r>|0w~V$M9PPd_Kc}TEG`D{M`b+kl{Zg;ENc3K)@F>{O1IG
z8N=Tr;L92Q^8&t-;U5$5)eK)CsDHH#zfEAjj^V!`;F}nJP{1b{{$2s!&G7dL_#TG;
zl7R1J`0WC|kKw;8;QJZ=s{($2;lC!}2N`}yzz;F}Qv!aN;a@ALKO+o(zrg+|!~dUv
zA7l7o0YA?0-xlx_4F4SgKgsal74TCG|2+Xe&G6qB@Uhni`~T+!d>+G(2>5)4|ABxn
zVE7*i_(Fz1K~R5+82;A+`^5~uN5Gdc{BH$(Im16J;42ya5dmM#@Z$o$mf?RV;OiLv
z_X56&;r}4ulMMf;fbVAbKMMFBhMy4dy$t^+0pG{)e-`ll4F80HA7J=N0YAv_PYU=U
zhJQxD4>SDV1^fuZKP%uz8GgTjA7l7e&^K+Oo}V6P_@f2<1jD~h(Ed*{{ELG4Pci(z
z1^hI_za-#eZwU7P{}u3g4F9r#&u93UApZ&&{vZKg$nb{<_#%d%BjAe}{!js5#_)#=
z_;QAyCn*1w41a{cel^3tTEN#b{ILSQj^XDD_$G!wPQWJ_{&)f3&G4@g@I4GaPr&yw
z{ObjLAH%;v!1ptJp@1J?_%{joL54q3zz;F}_E$vj|Ara<3j%(G;Xf<jM;ZPO0Y9es
zqwH=dHhp9)_Ig44vzM{I?1<>;w~yh^74T0pe61k<`x*XbN`t85pO+Z^H~~NBjlur^
zRRaDf&13$(L6Cn1jQu5o^e<%iw+Z+nhX1f2{>4oE-zbRx*^K?$1ooFP_6r5}s~P*J
z2->e&hJTxYuVeUP0pG;%XAAfw!=EPLyBYrN0=|dg7YO)XhCfHZ_c8qG0=}Q&%LV)Z
z!=EJJ2O0i60YAj>CkyythCg4xk1+gv0YA#{7YO(<hCfrlk2Cx-0YAa;r2>AE;VT6E
z6vHnT@Y4)`p@5GS2K(PT1?_(x!(Sw@pU?1j2<#Uye5JsCA;X^`;ENc(is6;BgXq79
z(SPx$xX}K8n>y5A-JgTqe_H=i$1K#Ctlav4?*9yw9d7-f(W`7;jbHzLNGz78o#^YC
zv6JclD;M-9&(FPgc<nlW^s5W#56VwJKcsp6477u%?K{E}`iJt<AFmP3=cxd~Pa*tU
z{j-Gr%f-LxPCKS!i)}!~|79lr=g^;({lk0#7#+4_>dzN{{I50eztp^b2Ez^n{jbkV
ztc5f#{AIiC@H_dW!hbM1^ylAg2K$d|`}#9nY5V^0-(}$crFmL1^ZfYvK?8r-w``ZH
zeBh6te~|vDG=KUp)cmOkYqu!9tTjLX&WQY(WSp~qi{|w)=CnzF{;e_acWeHbG-?0C
z&);C+hcvH`QKfzH^WDUA<)@k{Kd)fQ&)o+5zlfNAI}QAP&4-o0y$1fUZ_^*>Cyal|
zz!zwqo~-cv*uJ{b8!17R<}W`dYyM2vsr4^Ee**Db`ZqD@e+-lU6$bm4MzmjUu;0Vj
zKbEn7jlupc+WsP6{K>iJXT8CGKV$zm#{O1={b6l?oyS_R{rrT%{*bm`r+L+WzJ{?s
zX0U(4ckG-#$!Fi6|GzNU&wn7;e!rHn|4)Pcw`==FA@-j&*e_!2zmBngJoSlO`CqT?
z`^!I>^ZXn`Jb4={_o(#$wf$nPtMq?8WB;uN`*&*lzV1KJe=auIPcru3$k>0E!T!#O
z@qdTG{s3eDO^p2y8tgwEG5+r}*dJr;pTyYzhQa=;Rl`m{D|G%jzx?@szrlX&mv;HD
z)1b=#H#7DhG1z~XwjY-N4;k#&Y5Q3IPGRi-*I@q^ZT}i4;`+Bg{x2Bp_i6im5dTvd
z`}0ZT>fcnv_^UEa{|VH;!Uyg2$M~Pd*ssv`{qZXJuATpTodKwhhq8q~S8Cqhf9`+C
z=EM5m%ZXQhmZPWi?`j=>$Gj>(XOKfXR<W3)-)69X@Nc8pztv#BiLqbI*#C~fe!jLJ
zHh%kt!F~^8e<5REz3I)Bp9R{!UIs{~u0NlhZ(8`%zn`&R%Gf`N)^s`hD<j%>*5v*6
zhZy@y82c*?_FE#_zeul1`|Xc1_RARin+^7Fk7)logZ&A{{#zOQ+YR=&N3{P%gZ*j7
z{@INEafAKc5$*rRU_XD%uIWxaSM~oK#{L|dpmXK#>4^4UHrOv>?3Xk4mm2IJ^|0Ok
zgw?-=#FMvy_OG0=e?DXXYJ>d++J4yjL&9Lcma)H#vHxL%{bkzzYKj~F_}iZk80;st
z{W=Y+{J)T~KV-1KMceO0<MeO8{Vy5pk7@heV84>F|CGUg-ngCrzY4McxWRtquk7+a
z2=<pV_OGC2KCb*fqV0#}|E0u}w}J9ErR`(=TglkJ)nNZQZ9lC4yUAcb@7KZlzlyOx
zX|R9v@9gwH!<YWH>WYsU>=$bLIDV>T>>o_Q<kJ6aZ9gpj|1sFFX5znwv44rd{^i<!
z*!b%U27bNfTiv9x{^hSfpCz7x6(~PVI{a9FE@i_1l)?TUZU3|o`;Qy!PcZqX#+u~Z
z`f<wj>u67&%fFYkedqju6AXX(DKYRzJz~2ItA7iK=h83#H+D#!aH{t23MTy32K)0P
z+FxO?U&Po~V|{=6-Dt3XwzeNu{x=!ymoxU?#n|6%uz$I>A6EX)rgY`<KcV?5C*$>R
zfBr8ep3A>l9sWwqsr;*F!vArD{jX^I%Y63z^{>xhe}J*yz}SDrVE?&@`S+y3{v?xs
z3C4cmEBN$(<?rp3cIMAcGWg^FI^xOOK>HKhW0zEiSLwfjv463_{@vPsSos+=@Y^-7
z_NVa2AO6o9!r!OEkNwZpO!%KN*nd>p537HV8|;s0``G@pF!oQT29m2kFKYW;7<u})
zKmKnbp3A>+Z6EuOHpc$-2K()M?ecT7&%VF@b{XtfKNM_#lZ^de8|>ey?brJ3`{VzB
z!G4prkL^bXWB=7h^XdPLwjZ{Cbu{r@`VTSjPcil{GuY4jgPqc0<?j-M{ZYpLM#laf
z2Ky&z`(gEWuYq5v`LO!?up#^tI{a9FH!<OV69tf~KMmUcMZWUmFTeAM=khQAw|4o(
z^7C%SzWSypXa7EJKk2jYFTc(=Rm*+uYPEfg{|$_N^-U<w{t1uTF+J7iuiw7&O)bCu
zUTq)SulF$a4}KMIf0?$wEyTX_CcoeQfVPkA*G-K53k>!rwf(UAdk*pBZOm`K;Nf8V
z^<KuldQ*o>|AYT%r~m08@qdrOelcVJeT;qerV?krIHG;$POm@ym5lxOGxpV;7|#Ax
z+J2EQ{&uRkqI0LnZ@-SQ{{hDSl?MB_YWwS4Q`W!y<^OWx$=g8wcQf|YTDe^+-1YMT
zgZ)WuKkWR%QwIJ8&HvmNet-HsZU}#$4*$63)%fkhO!${k0J;3zHDOx{>wnHAo=d-`
z@nHSwW9;`D>`!R>%Y5<o=ihq`_ItGbN{Ig*jQ!mP`}6-~$G;`S{!b0|N45Q8u)l?|
zKaUP*aOvNt?T4lRYltUr1Lb#`N&h<;`|mW^->&WVg~b0dgZ=#9+4=AAs{Hjc_CIN`
zfA*j4^bZ^VecWJwK-<Us|0HAo4+i^NwEbjA{KpOUC$)Xd|E-MuqGS2|pYxa<|FHi1
zB;v{2K>imz60CoBGxo1B*gr$t-xd=8^#=RJ+CKK*1C0Hz8tngC+YjqM?=#pRWa9rh
z#{TmL`>}m?`iI$n#$bPhvA>P6znBhqa`pdoZNJEu{&uKbv6y)BHjw}0jQuY#_WKO>
zFVptdxu&dt9qjx6w;AkDG4=-;`wtuJ4{Q6>yn258_UF@g(z*2ex#q*#&o>g!rC;9f
zgZ1Z2O!%)c*#C>RzswW*;QW2P!G58(kL}l&8T(%|*ni98c1a2AzrJj+-=yth`}I}E
z{-N}pS}y(X)b_*DKSn%x8z{g1O#0u?*k5n3f4{a*(<9H1zyAEyz<)m?e;O@NbMgPB
z=2v*E2lM}A;<@+_G5P;>CjQ?y*gxSfc1&*!vHxv@{b_B#PV=h&{w8Dp)B-;K{n~z5
z{?8|#i+}CjVEy|RWB)dT{T&hQ-)gX*WbCW6Dt4&c@&6m>I}Kd^k7@g7g{1#$iRa?q
ztL<a`|1M*Hi^2X8PuTe%R{oEt2{IS{0?n6%g#Q@gx$uwa@MHTi!i2xoV1K!`?_YoP
zxBovj@JY=VhJ^nOR6x1-_i4T%gnupZT>N8yuuBT&-!3Np?>E@rukBOxJU{;U-)yj7
zsqItowtiIo{Rw0L34{GtPTJ+?M341g`?Z4JDdW<wSo2}!?=Ay>PDK8{27aaH!_JSq
zKs=X!bxivGf=R#2>75oX{w>;mSp8W;JZHaK+sFFz0Av5F2K#qw`(g8k`waF6nfO1*
z*#D=&{;0NJ6H<PjHP|1~_UkmS%I~ij`*FG_&!zvoC++fkaftmZi09J3@X=uX{S9OP
zTL$}AN3_4gV82P*$NYbYv9Ip=bMgPCwjWmiRvP#pYu?}f*s1C!>P5tJ>DRBrkL}Mm
z6aM=Q_Wu~s{yhf!LyY}L82fK5<kRnki1tq)o{Rq|V}CDW|C0v$bDy$P`U*Fxt$+F3
z|BoB&PiXtt|2)drf5KqDP22b9zu*3!4fc!vXxAUi{|Ux^@tgSc@74Bcc<%Y}+rPoU
z->rFSUOYd3zMFV1|H_&0KgNXr7Y6$~wf)mP)`R`$PYm{J8T*ej_6ttr({D1O{bPye
z;-6&fKf&0qGuWT|*MqE>)1N&*2YdcsEcRssza%36vVpJFd|3X!NIVz+UMBv3W#V6X
z5}*EE+J0F3`+fueUd?y;(#uX&SG<{cF8l*J{B_!?>OY@h!vA@L{ppC|pD^%;J#B}y
z-3_YsFMs%dZwP;E!frn>{LeDsf6-vSOWQ9BvH!aHeE!|7c^V#je*ES4c;YEov2u^A
zSgcNmAKSnEO!(Uk_P?#|hs}SkHrVfG?EjOo|5JngiHPz4p}~G1V}F{lzv9h&`oE;@
zhs~caB%Zttr2n9{kNw|^jQy_}>@WVCT~fp9uex8aT>9_tT%h@P`^tsC{2xL*7yc<7
z{yNR8`uiUy{BJYZ|6auK-(lc)Yd);~`H&&})qe`s-x%E$uvK^c<R=FE=RFfG{SP^X
zPyf}L4-5Z)4dEYR!hZ-8{u2%McWL`!<EPgX&*gvqpY4>w_Tx~-{`Cg?k81l=ygfhu
z^4DdsU&PoyoUuP)uz$$kZA)SHe{Zl~&e%VKv43F^pZ`VL{#!h;x80(29`RiI*E06i
z_uKvD_ilszHQIhy{@-P=pJeQ-?^pZn|I1*%C8GW34EB2&`|A76e*2ZQz@T#4-~QdI
z?T3xOzG2|EX+CWHd_VDA{tYnUSKklxhyMsFAYAyzB8Gns@tpl(#=iRgnBV?Y2K&!w
z`(fjcT7&&D#=iRgl;8f>4fc<m;_I(}{4->*Kgrlv-+%Gj&!-IL(!V&O{Z|mrrGM-(
z+Y+{)>ivJe{Z@nhOSS#5{{KM(->CUAY;5S?{`C8~A^Zh8{J8$3-p}-h|C$AS`fZJv
ze(Q<n(yx+9KlT2h-~Ncf{tvbN6GP%(KpX5_{_l$z{$q*f!e7UP|3oJIw;Ajo`K(?3
z!`kmL13zE$G`#Tq`1Ai4hVXYY;eRs|{<&xH>9;(h{Z|psrC%Ro{}jgl#RmIHZNJh^
z#&jC^<6mj8Kd9}OX<m(gPi5?HGuR(~&IZHU&(9d_PwWe}AEz<)|6{PfN83LqB>vL|
z`_tNf9>o82#{QLO^7;Sj{Wcg@elI7U%m3J4g7H6-vHw+r{RP^7Sp7eo8aNeF|M+2*
z=Bat~{P@ey!NhanFJQvIkO}`42K(1*`(gVxmm2IBYy0$P>qnK}QpW!G4EDEc`(fqx
zTL$}eO#GKH_NNW@N45QBp41QaU(XxtcWe8V5dSj9{z6J%F8`1Ehh2Wd;(t2vT>g(R
z@qa60zs+F3NZSvKf3v~<I1~S~8T<Db?6+w9uk@wAohq(4ZQ!rhJpI}8<F7x@8^T}s
zgkAqBd#xW;e$QpXf9^s)|F&!UVf%k?C7#Q_YR3L~jQw{T?7ti_{dODpSN_vZ>9F+s
zsUiG5O!${E;Xh^(pMK@q{#sA&1?%7cH+JW7RaRRcz>h<QGnyGWg*cH@IEF(?PLV^Q
zS(4+Cw6H-*%_z;tv`ACQ9LTiL2Fa1q3@wf7W@KgD>KaYPH8WCQ!v;k&efPs&=dxMn
zw?6BfKQ74i*LSV8_p{G)4yd(E9?dTY_=A9-Ao$D4@6CL^|Aq*D5%A-I|F+;4kYA7a
zeE&A-isyHj^4ib8U19QQe&NNz`+o?iKS}U!I%6kwi&FnM!H)y}FyOBf{PpCIRQxr9
zp91`wfqzKwPm{0hpKk;|3;4r<e?vFC{+&zh{3DhAvxNKz%4_@YoRGhR@^zWdub(#E
zasAUNA9(%@{Ac+7k1~0*e+$6;ZUgh1FZjF39~yw^BljN_eBZCZ*H0qwe-!*`XYHi4
z{qwEh#{hpc@bA19&%Yn}kxKtR2>B$+Yx`%kd4s^~l;8i(r2Hhszt!Z?`unMWKjppW
z@A07jT){64asJx{KM%~`5Bve<8$7802IuVhw^I7=Yx1c767nOQ{*!>ePVjq@uRVXP
z5&SUkFXk{0_x@=T@T>L2{l7}Sw*M=cJnBCd_;&*TVZlF4zP5jl2>CxLKc40v_`uJP
zABFmpLH$!e{Wtc)^BeKE-9M25m_BlUi;$mAdF}rDA0eL>Vt$fYV6^|2P~QA_Q-uew
ze}c)Q_0OdFx%+=AnBTjCzm@z>74+cy&)tHb1J*AE_*Y(s`!6D2`}xHNCXf0r0{u@1
zev;tVIB)lldjBT)rR4i*e%|>z6ZoGA{&@0-Df7=4{KVt-{0ZDYc>XNlU)=}Ke{+a_
zOOr?Q&m!MF|5AZJOYqN<uU&t6LjKZ!?D{og^Rr(q|Ki(1{RLFNd;QD?^+)!_^J^ZW
z-`M2Q{EC792=G@4ey<SyWrFWJVfT;Q|D(Wf5QqD}jr`H&qb~c5pI>!N9`zqVzPo=P
z1O6R?pCk0o{qchD2mL<|{Oy9jpM358tF3~c3j77YZ+<<V|55T2d=($O|0X7n=AS{n
zd;LBM{5gW({X(TOm|wr#|4qmbpnThk<(EBIx?egb)Sn0Dw-D5y&=1dVD*4*_4KaB%
zze3<Y4g8gYzmR<G{C`I9OUU=ru)Ons3GhD`{6g}R-C>*0E3;qk7yN|(v*(9<{bm3^
ztUsQA+(o;8%(urXJh)%Q<k9>y$#>7MWx($v_)|mldkB6G@RtMsKEYo@zIOfW5b_%-
zukD}HLcWyp=IOD*gU|nz(0@MYKNIvnegIzo?zGdi`_J1=9<6^7`R@6(8u-r&elq#m
z^}j^$!%y1%@9w`f!2e0`=aa9k-yy+|Cf`r1=Ux9V0KfG>JpV7q*RH?jCSTPUapVL(
zq=WvmfPbgp`zqO;ruh>EKMVNlf&Zf5cO+lC{z`;=Z^~=y*Lx72|3b>o4h)n&^6T$f
zlSlK<1?&GR=zpu=SF3ELF^d11;79ys_rH7nWdpzZ4Y>a#@((J0Rg*{k$CIByd2j!3
z1pW-ckF8?+*Is{475qZ--Rs}`yT<KQ%76ZKqu?izKThfY6~Qk7^WO^mp9DXTeC_-_
zB>0gf!Rwy`{KoNk{ZEn4uRnWNP(G9yLjEG<&D(Po9y~wQ<k9{~0QGMN^?xJyu~qH<
z`KE#%eE;;7;HQyaLV0ihz6ty;H{$u#yTtmBFrW9|(d1G8DW}59lJ5R}3-~Vz{u1(g
zGSF64Ues#APbc5~`IlY5KOy+}^oBbB`ETz3BKR4<+y4DjsyF|)f!}Q~o`0W9tu(g0
z)w0jHA7k=p{w2WQ1N_N?znXmQ`Dd4q|Aq2VtbVqfzIsD&|24vFr^8vE_g~B8QU3{l
z1n<B1K>t$&e=Pah{o5qLPX_)6z<*!xQ$zIk2!0yyKLmbl^9?$0P5AeZmXkkGnSYqc
zqxol&?>>Kj1pHeB|1|mh{O0Tbx{$A0-TuzDtbV@#HVgIVgZb?T^_L2MNAh|7+#h8w
zFf{+(l-HhrMwmRBe-W7fXQ2Ln3H~hduVe#fzx2H;_~C!r>#v9!_Rhc0fq(T)xc`ir
zR?@D&mL`w-FZnC@`u{iZ=Lr60@=bdc9=!ht1wZU`@cHlkTPyaf<@ayz3;sFslPl=K
z&;NS_Kbib^%6s$w5Aefo#`90AWjpPl_*G0E%|C~H_xb;8;13b}j1c`nf}aokZ-D=#
z;O`~Bj?({kLjF_AYx}2d0-k@P+IIfh>$g@WkLF(l_TLYn{}%;+CHdOxr`3WVcgF7Y
z3}^rS2>eUU6FfTq?yY0{=kw?1XOfVAnDW~BInLzK{0gZ47^nWjp#Dz;e+T*6{rf(_
z_m$fDl{o$p;75<Z^IKfk&QH64Z(;JN{}S@u>-Q+|R|$TNaO-RL@5=-~?5yqIy?-wT
z{x5<*pq}-$`}f0wAAZjIerNv2fZx%4gBR`J-Q;W6{{kU@X?<IN6#0P<eE$~-`L>id
z+pEIE{#VPt^qtA0^-rPx-Ss~S`tN0aKoIpmhkWh%ySvFFKOOibz+WZ!nIZbi1V0P-
zzXShg!QVmt#PU&>ea7csB>1`HyXViJ!0&h~o`1v3ti;bx?k^ScEh(?vKQA<Sw0^~4
zerG`a-w6IqLj8RI_qq-DKbG>^`QP2-QT@KZ?e*`@{~V})li;r;U%P*PRq$iTckiFi
z1OKv7xc{8X?Mn0h`TEx}dDMUSKeqpP+P~iY;|1U^7W`ky=lhSZ-#H<FCdB;QMBM)+
z4e|cx{vILUfb!<;=?V`%zg&|?^Gl@px%;O|wcz{z&bQ<GN0VQJ70mq(CXf7d@(Z2y
zy9D?@3I3!jtkkqZ_rb3}lFScicqQ`p59U!`JO9U-JgVP+!S25Zr~WWd{||!yLWq8$
z;HLt=2Jm~0!Ts+hf3h;a?k11=&miCL^j{132LwMd!meL^#UEncU_|TJney88`>v3W
zqr7>0q{4&m-`ysU`Y!?fhlBp3%r`ht{ZEsBw1OVIf18>-@)IuF{pa3)*9ZQ~f<K)O
zey#r(1wYPLy{vNg{Ad9DrsHw{d&$?<FIC8YO8G`?e(X5%%`ka1zZ9z9y?(C%^?xDw
zM?>^K6Z~}GUkUvF6Y%_ejqFa<`tM`%sQ)bBHwOM*!EYq^{QB7?__@Gu3jBJ0+<#Z{
zJF)fW{$L?Lney8HdsfKL5c=o)Z;8pH`4@oxn}hy;7yQK``u`{R#lUX?{3#Rh{5OQ?
zPcnJbzps)#KiuoD74VM={`=%N^;LZE_5ZKnM*zPK@Vh7B{)@<OR*|QlDk=YBCzD70
z#{mCo;6Ew&7s%J{U*-vZJn-8A{|~`$)VOk4lMhrX@74Rvezp8-Ck5Y6zWe&21Mu&-
z1J6IBiIuee$D2Hwe_WN|{dW!Ua|C}g`P%){Cc#f6-%q3RUcYn#e%DF3|N2dB|Jwc2
zdLiF3#C(0zptr>Q{<%Bl?=D~Jvd`Fd@YObXH2+-cKh^2K8|eR8!OtRpzTz(t{FthC
z{WBcj`?uQdT~+z_KkD9z`)}FI&OdN|1<J5r4gAXIOB3?FDX-ms%{F;7zdWknz5nV7
z>OU#?>EvtY*RO(KLVlosZ~yiNe%xJney@_Rz5efI@~Ho?OYHi&umAf1KS%J3$bYMR
zsmea%>$gep6Ufh|yw`sm@LMF~{xh$#lD7WMOdj=L3i|H{{I!CAg!~7T{xbzXu9}^{
z-|2q<@W)QU{f~~c{U25QQ6`W2&mzCX@dp9_fZ)e9xBd*p|5)%dF0Edc^gDh$@W-12
z5}ltr$d6L|+f5$zUqZfn{S5~GZoxlD{?&^Arr?K#+5TOBDDZz1{EOsk_uu{R!Skyf
zW!F#3X9@YnA?A+>`L>kTzJK(y$)oj)r1>S&6Q*~53<vWox)=99sfF!dyZ`yl<dL6V
zJ$U_Y0e;+l*iR#0+rPa`9{E}1yU$;@0)LI*uP48?vVZ>(^7)jHXL)}AQYzG60P0T!
z^*=Th&o8{CUB6Y#w_h#);vADl^YhiP>z7Br)!RR#fnRqT_Or?FR!)_D#{C*5kNiCH
z-RplW@Y4kU5c%5k-)zAzB;VaX<AGly_-$L+PUk889~b<vns)wv%6s$o1Ak%)p8sa@
zwd;4R$)ouvlkd(y3HUjJpC6*XN$}HvKMDA!1pf&66P5X&5d2K?W1RWl3H%QC<M|J2
zZP%YafAIbPn2;Yy`L?Wnetyg`d9;4{V183T{T~SaT=KR3vsdtofPWA08%)RZTOFcb
z*W^+ErNF-r_@e}WC;16%{(SvL2!41id;PlmXBzNV2!6FTq3xgJLcRgzwf%Ecs6USC
zcd!5Hp#HYz2G`q@)!1PA2=(**`>2o~O8I%p{2w-XwEl@yzn}8n`S}2-|A62hAYXg`
zuft5-|M3v}PZRRzLhOIG$)o;rLH`ed{y!7^Inkl*zxL(@9$No}LY}YxV?sWY^8EEX
z&(AS=)PF?n;Op-Z(Eky^|AKsa8}5I*kZp6{kAfdhei0Sy?Y~EX-*Xn8-^sRC()Qmf
zAz!OqXzTZ<kZ(kJ&7bxlu0J+J|2H8&i1N4mZ}RpNKL2ATkJdlBZt(gq0P`P~itArZ
z{z%1-H+keI0{=<izb5!6$?wg4zW-kq{B+<y1^n(0;r`pUx04>od_Mn9CXf2h1^y!7
zuMzxd<n#L{-hcSRxc)~dubm$?O&-->4C-G3>R%@KJISYihVp+?<nvoB_z~fD|GMW#
z2JkPPjr)J0qm|U_SIECZc|Lz$|JOo(zmVta*L4oAzmW2c{x>=M3C~|+@@V}^>)H85
zP~JO#SAh9t2>$OO`ilfVyne913iwqX!Tr~|#!g!6|AOF01OGYTrwM**!RPBg+vL&w
z<ADD>@c$$DapZSm>(Bl0xp;o}Q=ac%zJJCD`A3ERdHyz&NBt*){$B+Bza#k1h3LN}
z_$k0&2mEf2;`wb4(T_2C)PFkgUjqIP!9PHLQ)T_P34RvvUjcr#G~E9Q^0n8$l}sM>
zp9}mAz#lI7m&Vwg-kSB#_uo*#F97~)z~3PF9myZTe183{7yM%K1Mh!&=kF%q|DWKe
zk+03aSny*m3qF6h0KfiYc>ULq|0x?d@4vRmqxFv`KbG=d|J#5+R`8QMTWOFo|51XU
z)*!h5*MYxT@VAn0-X5#);Qen9{7mxwl=k}H4*b)C->i$3wDUW09$vrpluxQqeelnZ
z++y-*{Yt5RcmM7L^)DCvCFE<@&r-pUyWFmy>*oUhh~O8IuU$Vs3Vu5I?)}ql;9vGQ
zp8t9Bwd<#j$)ovak?&qV?*RWU!O!njxoqVJDeIpk_=OFFub;iZe^2o1bho~C{k$Xi
zCFJ|5e((Cp1Ae3Vc>Z(AuUo0&0Blv|U%TAo(fkvxu>BW0{`<gRB=}3NwbGb!s_ZlF
zKOy+h5!QF#Km8Z*{}TLP$&X?_8;7so0zAK(v9{9IO8z>NNApXh`rYg2BT)ZR!S77I
zxxK6K;PYE3_$lQ3Dedi_kAeS*;OCI9oxfK+f#<iE^5*}p@Zj~=H@^YRuK?8lDX4#<
z;1B3wrLh(C;PZd1;Ky7UeElB){u05@BHz5dT;aj{e@gJ<$xo%Uw|)h{KPC7LdRi%|
zf*#!e3Bk_;{eJ=c{!ildpGAIK#qVSCX#ESxcd!4ifWK1kv&bK=_|FJ_Sfk+eKM4F2
zg8w`DT@?Qp!H*>0?Y|KC1Jd#QTlKQ*AI^M!{`EC^H2(z9|F^(jE%@EZU&nmD|5pfp
zGWqe8_xAtyz&|DUUz5+TKi>Zd!OtPz@A!v+Kj|qv|G~X&r}Y@f`=4O)X#U}i?f!GG
z|03XT7W}c-St&`G{|3QNC*OVkIt=`u1%EI3^%TG5LOj3EDX;C{t4tovFALQFGpK*I
z;1`kKN2!07;O7GW7vO&-_|5v*_0#U(KNtK0;QtEz8jJA!dy?Nx>HiXwNAoWR{&C>n
zDfrXKZ_RvmIr%0EzORYBe%$^0f56`$_$$fRetu}Z;70)eH{gFK_=m~o=NCUe4hnt@
z`R@5~3itz`#_NAuUn`wp^XGn?$)okpCclL8-ue9p@ShX>esNaPo<ElherD6)_5Ta_
z#{_>C`PVA_cV3L=w}tZj`-go0b})G~zZ|OHef}#2^{*5BO4r-@wPy8me~sXmg87{T
z{zbu$CSQC1<DB4!H?!;K_J1DuBbMO#KTN)MehxEvH2*~M-SguD@aGHuO7gY$KOPnQ
z6!P8oKYW)4|M`*c1V5?2UH?IB{rUBKQ1G*_3ch|S13z{to_{v^DT?34<k9@|$oEs;
zJ3p!df4SgC46vPQ?|&>6{K!b#f1%@71AbTr?mv2<^|jZZRZJfBUrN5a|H6PDEBN!t
z*PcJR2!42T+rRt#Q3Lod2!1K~Ny_>^C-~{)yZzS!{vU!rdXSxeTg5*q_*vw~IO|^r
z_%}X-*MC0w+Uw5&CXd#?0Q4UY{Plu=kbLd=bFJVPgZ}FS{~y7xeuJHVIGaCz{wWpw
zh^XN6rvdP9TZZS~i2QZTw^fyYak$B&`Nxp&KL0cXevaV3O+LT=c>kLOKb3qxmFk^;
z5x{T#EbhN!yzNwb{n^~)QU8VHyVrjs;NLI!eQykH{qGh0gciZ;-vs!d2z~<j+UvJ{
zf}afhX25T=9M69V`P%(Ql*yy{rvX0__<q6PNWS*^ZH(Y&0zV4)?+X5p<hL%r)XF~N
z`+v9K=K#MY@T;uA^RG78?!TeT=hy!Q!OsVNYvA`3{1N2OQ2cHtkJi74eE0f`2L1-Y
z-$(ul#a}P@i7oB*S3-I3{AmmP3xfZ~5IgBEihow{<68w^|LuW4VkKVxqvUI^-_{EG
zrbBK0BU$}?|7MyzT0cM4?>>KA1M0843fF%>`P%hU!{m{l4d&Mg`1c5YCi(qY|NQ##
zW#an3qkJ8f=kt3~$RDHp0G8+eJd;QL=TZOe{aZKCf9>aR{T+u{Nvr=3A>W(wy_NdM
zn>?z&1gu{ysDFdtr;?w+2F~ZVUhu<O+v_il^4|5|6Zkz=<N1Z%Y^C~2|BHouBg*ri
zf8_N?JdgdZl#fyRzs%&({L|Y6pMQNo|Gx_Uqy$^3R{yv)xc<46Pg3TWX!5B3)M#73
zyZ^5T^&c1fBJyi0{+PA6{^OMA>(7?McT&jz6JmbB3)l}IZs*@asXxu+(fqQ({04#f
zMZJjq!Q}Jj559k!nmqCgfgcb2X9fQS^2aLuFA@B(tL^@ApT7nJzh)Nh{~Y;z{dxb3
zgnX?L_IKte^*>?qXnqM)e+K2f^J^HWzw<g=|2yPs_m3S+9{EM&yVu{%z~3nNVYk@+
zqm=$@ugCSbrTon-&#%8QlSlQ3w+&wZ5upB;1^;34uV#K__Ujh~Kau<h`u*PejRgJ~
z!GD>2?fjko5}x1Q5cBt$Jepq$sDBiw{}aJ4BtMDGi_dSL;HQ)C?!ViCfAh<@|DGeQ
z#P>hnKZ8vk^`8s;F~H9k{3pog_g}pKfv@2DmkW7b|Jy=-J>};p^WSOmsQ+T>-#tGk
zfc|fP71!VFR@<p|etsn6V?xY#-GKdmA?9Ba@*_jcH^|2Ros^%X%)hS5qxr|Q3qHRl
zgZZx!{QV);f7xre{_iQz&mX@3>X<yLKb7it&%b0)|7yWM9b*0UH{$xkZnOJOtG~9%
zqxv&I{r7<SpA-Bj^0oWVQX$`g^8EVY^PjT`_un_feAUf3KZ5ew{pUsFqxogi{M_?9
z1<Y@m;6F`1Kfn3;x!B~9UkLo^z^}3e_g@&Ie?joW+S}{b?SCflrwe||QMS|R?EK*C
zf1k;t{$t5crM!3lF$?%71b-#@iHiS=;OCI<cl=b~57~<6f0BHD{qptSD&)fw@%7L1
zubDiWUw8+*e(w1-8`NKA8?HZ!{Qhiy+<!{QPo_M-f8gt1DF^#ADL+{8&l?~0A5Hzc
z`}a}M|0KcROaAMuVBY@(lSh6c`I(gW_U~iBKP31mqphT!U*8CRNyp&p_i^Aq_&T2d
zM)J*nzQTj|Ki%X}|B=^NKZDX<{|kU${SEAo9%Ci#`dJ|4XHtGoh3bQU{yNR%QT;if
z{&Z0P=<T@vPGfET+UvhtO&<AiF?N3L{p&*D9~S&H@^4l8|3UE6$&Yc??`h!A+=2T)
zNWNM23J<=2iiLa;<!4t&2e02xCXeQqOZB_YA4@^~+uy|Xj~!<#?XCD*O&<9%or2Hb
zXMlf3@H5FDp!mNFemwc^`aKK$>vrP)zbAi9m5K%M^@}xm)PE}Ze#(2-{|ey$D)^}r
zL%V*C2!3JL;Ol1<@b7;M_n%Mx&lTJE@&4~MdDMSoH|v|1H)Rj6|L1_;I2Zd{ldPnD
z|Gc5eBR`*f_xb;M;6Ek!C&=gLFMB%l%@_P4;I9RKiQree!}ibbANc$y?85VFKzUw2
z&%Yz&J5s)jvi@(GJeq$g=zksPzs+u3|3vaTF`v&r%H)wB-aYvIc?tM$2>vqiJ1YJb
z!H)+1E5L8{Hts)<e18AK`;Rnv)PEfL?)kR?_^$~5Ir6o?KPF4?Q^<G!{+QQ*-}D{a
z|KZ7@UH=g#kNQuD4PO6Ez`s}UBk#0+W48YM`ngN+lYzel_?d#=oBVEy|E%Dr0e>6t
zj|u+$<ZIvm|5@-ef&V)2o0}U{Z%<cagUuvgJO7)QJX-%8;BN>1biqGJzPA4N34T8C
z-voY^;Qvm(w*Joxei88B0{)+Z-{vm6Almx>Citbm-v#^*d-3`YBVRlJqD>yHe|Qgj
z{k!Mi+rZBd{3pmi#tvMzO?`_5KaPC&{M!Tk<AR?u#Y$TLM+HB!S8)ID0)Obcc>Wv7
zZ^9a8zx3T;@@W1E<h%X92mDtAf8RY;>ZhE4S%M#PUGVw;0q{Q;{IGkiKSS~N3w}KL
zsg(Ebe?J8NHF<dcbI3oT_-#!d%|DO)6371t_zwww@_n{{?f!43;OF!Sp8v<d&lCJL
z<X=nm2R_)U0>3i<CZ>@8lJflLAK2yWJ8SZ2e)&|t`~JhHp#D4F!|T^(s;yKzKgXLq
z^27TE&+h>6-w^zp$ZuLcs<O}c{5rmm>%W)s+Ut*PLjGaOYuC?4lSlnWQ~&Pu^9AU?
z;|I9@ljLjH&($W6{4Da_>*p)ruM+%kr`bts`)`@xXT;g{clX~x;5Ysk?!RM-^|k%i
z(Bx77h2%%j{_)PQLf}6o_#?^JzJGRH$WNerEZe{Q`aLStUqbb}&;Q?n`V&9I^UEY(
zyZ^hz<k9>huMfU{e*k`};O`*6C+pv?YWWvm7xE`VoPV*9KTG*`<y6^ceE!w<;rX?^
z-&VSm<$3*8O&-lJmgbj1d2jz62J;&(_&dmdT=9nrem?Mz06$CcW2f6rhb#W`f}hwg
zc>f#){t3ZfNWS*`{fpqIkndhU#lY|R5nlhj<abs2?`HC7{j-374EX7S|2z5G_4~Ns
z7l8Sn0RC3NuRX)AzxMvoYl2@4{FA^xBlx|@=g;5#`W={$*KaW87b)u(XYy$MeEseI
z&8EC}{hk8#uNC}*<ZJ7fDfrpsyU$;L0RJPw|DAm8{H^gZo?rW!cKx;IzXTy4OL^`5
z9Affl{(02Ddw!k){jV4NeDbyPbFJVf45(hV@~(dt_<sxj&<E`NwDaS%;1`kao?m|h
z|CarD{nE(S_TNn=kLDjf(Dv`{zkh)LxZpoezIJ}h75r%6Uj+Vlg8wo3;q3b7=f^?8
zj{|<Cu;9Nxpw%aM{@;+_R`DZE9?d@y_*H;^x8PTuW%pk<*0B9*c~O%EKZX1>%6sSE
zCBQEf{GJb5sctz{_8Ir1KE?C9k@DL6M@>y0&97vT-M{Yj69(#^Blz>kU#-;tpx{T|
zVEt6ed-JOS{QZL8B-Ku;1sfRqrSC(*&m=$3@oND;;xjz|z7JbT+rO8YJeq%EeDL{E
z2l&Z?KZShl{J2B#Q-B{1{C5REGtj?s{p=R}bn@N5f22O}>mR`Le}A@}KY#y$mE)^z
z@@W2fH`@98o%L@3{8Yj3KF9jn^T!Oqj~pDl{tbcun&6Khzb4fm_`vu7X(2z3@*M*~
z`pD;ZN~k{;)PE(Yf8^(Q{T7k0z5c)1<k9*iknf&fje);e@c%`A6ziYQZ-d~c0lz8m
zO9lTZ`P%vMhv4Uc`CkS6n+x##!ymDo#<TwU`VTgFH2-|ie{<mP75qf<weSD$68uuo
ze+%Gu{WtD^A^BIa{`vY}WAdo~@FBt1Z!6$075t6lYv;#8!H))h8{oeq`1{D$UjJ17
z0?*Gk*G@`1e})M8T9jX^%zu!{qxr{C{~46`?jPEL{<8#s4f)#ZpXUX?0Qen%e_rq-
zAGPz-UjLjCeE(3p|6-i}uL1t3FY)?~BwyQqBTOF6KZAVt^-m|@FBJS~<ZI7A3j{wK
z_+5biv*52KKb-A9e*P5+ejf0<0l)KCc>Y_+*UtYACXeP{2>fe-|FGZ}lCRxAKOp!e
z<mWm2uLtly5&XX&v-@A`f1lvz3=2MgdjY@MfAIWU&9lC?|E@H7H2-|yUkChD!5>L}
zTejhBRppy<hTs>G@7_Q61^xlSpZmC#W|UK9pRsa$9}9lO&368N%6sSU^}xUOAfEs4
z<ZI_oXOl<sPbJ?yfBFOe9>K3O-}bLPf4wc_ucW-Te|8G>XMp+#f%=<#jpug*`P%*S
z6(*17mrcI={1FfQ2L(Tk{3y16`2L+P_=Uh94E%k9zn*;U{CH3B!xDnekD<ViEX4Ew
zl>B(sKfit&n>?C-B>C?AZvy@@!Edm@PP&ugFBbd+(0>B(Ykq_KA4I-(|6I-FQUA%n
z9|8O+f<Kx3o0a}234R*+f%WswuaUs_eT)0wLH<zY^Zoy~;OB$&zYX}03cl|NE45Sn
zhfN;MzZA?r5%@m{etYt}D1M>fhYt_Fe;p0{`QPFB`^ndyKOQxC)PEfL5mdjo{$qjv
zgW%60zn{|oBj4lt_fo#El20{xRDUAXAMeyZ0o3302kc)Uzq{f`m^|{c!1_%D{w~4q
z`lQ{ztrdTV;1_`Py94-D4&nYslV6AV{QRCN<dZ4?fRdkP@@Rg=RKK6{-u}B2)c=v-
z|3H2t#eZM$<3|KP|0M%|%#V0}rR3LVK0p876!JCF?eC0cc|QLflSlLOgZl3Q^;avx
z^>-$puRpKfFXZDWubn?*Odi#r3hJK<>dzMZvE=vjRebRJd;Ayo{{rQ&t{5--S$+3Q
zT}>X<p8@K>AJqS$;OCRCUH^H4pAGyOz;AdM_kWW7DV5xAga7<xJ(EZM=aKKe{(1oT
zdjvmmp<OBM{LdBq(p&8H8&BnX=f{J<zv(C3e<u0b`G2FyqyFPY20wp41pI@7e}H^`
ze%Yy%uSwhyTz|2UXUpm9W%8*06sq5S{+|Qt|48sFFS3>L`Emb!!A}SNT;SjEGwwf@
zeC__fpUI>Cvw)ul{4IiiH~HH68Fm!cpGx^H<x5@m8DIY@CXedRrTR0R{r@<q|3$%X
z{j`;CU<=0m)q)>?tKI)$l=rT`1;Fp|3+{jFVk-?%`tNG;sQ-l9g0H_PfxklVcayI@
zfBz`tKc&3(_g{W1)SpK6mpJRU5Y)e+7|-wg5<5SBez4{Atv7izzm!pSe(v@EH1OO1
ziv5O5t*_1RK_MSa`8LY>Pd9l~e>&CgzJIV3)c>pCCy=kb|5f`K?tg5E`H4b4ney7}
z*Rdv#`p*UZKMVTbDEQ0CH@BA+9{l=$MevKscc1@P0DtCjJii$kR^sO;-@nI%{5;AJ
zs8D_I{maiLkLDM7d-bxUyMHo4{S!{$`uCBq{r$hAO&<9P<hwsVwHo+G1^>2Xp<Vy~
z75swHwtx5fUjzJ<|HJ*KkgwhU-(&Kq|6<_30Q{YT|1|jxl=Y81iR;gzd|Q_1`>(Od
zqxyYgg6Fpm)c>^L?<Zfoe|b{yBY^)B@WXz?{huel1?!(*|5Z#L^&bQLSAd@?_>s?A
zX_(^A5d3)Z<0<dme{2B$UxGiCd~N@h2!00W|25z@F;DQ`o~p(MyO8{vO8*mt{0ho<
zWO=@SN1Hrazid$dW>Eij!T*5#SjFEe_<7{VP~Ka=t-!Bz3eWF+i0gM=@Jm4dIlyl#
z_z}zPf@<qGO~|*PytaOKn><>-u(84C&vsCMp5PBBzpk==;lJbg`zb$=<=Hm()iilj
ze<aoKuK!L@e~RG0O1^n|tMK6dJ%XP=zS$mS4{!hF0{<PsU$(+Z+WY@+34YwT;Pu-L
z{7e48^WR5)>k8cm-~S90@+T-ilI8jN5ohvf{SvAEc*=Y8+XL#~EckIN?fiKC+}|Mh
zSzvze0>AQ~cz$=1-;edr_s>6qp9}o=fZtB=v&q+<|5}?ontuV9{|CT-O7KsUAEop^
zU+^Qw+x_cazaIks6Ty#IWhdR1`F#EN34T2J?)~dWz>oL~uYW)C;}!ohlSlLSgZ@7T
z{v(3Fko-=HpDOqnp#M*R|Eu7?L;h9F=llPN;AaE>GvN0;jpzS;h<-PdNAu4E{^!7d
zMezS7zYgo4@4t&ezIvve6u*Du`Ex@3g`oZ~K>fqc;Q6&AU%UT!O2}VBdF}d}Z}MpV
zC7}NQfcgsrf3)E9{r8FBhfN4Rf4&C(m8E!o^T`ia*1v(tqyA&bch8@1fInIAmy@sE
z|M>+!0r=kme~aM1Pd?xOeE#Qzd;#UP^W!g}{$x=9Ay9vtvv~bV$k+D&Bq4vE^4ja)
z2_}!$KMmCXUr_%x!H;~-PCA+GKR*ABf}csgpYq=Q*H6GN75sGaA5{E51iuvcKLbDh
z99}=)YTK!{eoKUWP0DNM*Hb2s)-TZ?eE(ex>i<^oyOXb7Kb`)@{STnLcKx(Bc~pN2
zsQ);qKUwf6g*g9hLOzA^+V!(hs6QRle-hMR^*o;6v*c^9A1(@h7Vt}e-$U?skzb!(
zKm7TBs*wML@<~d5ipit(&!zg~o$LP(Q2#rE-|=~S{b{e?-x7S^#Ng-Ozkq+)KY0CS
zlF$3MRh18=j>)6`W5|zi`ac8wF@k@P{GsJk*=KzHZWH`?^4<BL1^#Nmk6L3p)%+EL
zp8@>8f&Y`>PbI$}>z~j6kl+^r{~zFYxq#O{hkWh)=xFk2{Ueit&+m)Ce^T(jB0oy$
zf1cpSlJCC$tz=3vC6qk^`|=aPKTZBZ=JWlxPw<n;&!)Wh{9gt5@fY#@)7ILR)}DV?
z2>GWeudQE($)oiPzax14s)72C3;s6p`SUNIUyOP8-TNAU|9ubT8!Pi~XVR$tXi$H3
zQ2$iHFC@Q_;!hF$IN;X=exBg}F3gW#|5sJQ^Ygu6f9DWZKhHNZc{IO7sz09c-u|rv
z>c3y`hmz0d$NgPG{!Yqk@4xI2>dyl6uLtUHTp7<VlYH&^n<V64qP%whJHh19{BuG5
z4M6?d1^)o~{QBebuU!TA|2^feQua@n$)oxUK>b&M`fm{Y^C8av86h9`qU}^W|DG1=
zF9!8D0`>nY`0dEo?thO6zHgGj%p>qT<z0VGfZw_*UccewYxghBO&+aZ1o`gu-wgQ4
zg1<II{|>?T13wb@I|Tn2`TdmryG`)3fgc6@OE1CmZ=V&~{;O>AX#OQ&{aXTmyx=F0
zAEoqvyWodSHkf(1_fOtGiOuhyUJ?B1<S%4CfBw%B{8;kc`zP<81m=FLYIy$V$=A;B
z2ZVgsy3p1y#pKcY6;b`}_1g~Ae?aitk<ZU>KEH;S;{JP3Ub}y)XY#22Qc%D5Pg?Q$
zj}rWm<n!l$UjGQe55Lo3=HbpS2Kbu=f2uG)yQ<}zvX1!yS#<w7hw|F}Q+1O^^NXhX
z<B9Ul?=GPJI|M&pm>;iytB^lTdF}q`HKG0#Fn{l#)ZptMQ610kvh}u7ZT&AZc{IOt
z;Cp|iKlfi3{Ep-Y<{wybKEKU^p9R*hC-6tr!2Qo6Ups$367usX&#!-8|EQYS&!Bv>
zK;!h0=SP@4ntw5ve;?5QF2UbQzIOk!L-2if8O%J~>pu?oeQV+VzaqaQ^&R-Y&!3(q
zkNS@Qem~&n34Z05?4<e6@9_Dzu8r%jPkC+qnwvbTKL*r45Y#_k@MFl=_U}(ZzITZI
z52=IuA4++DVBzQ^pWh&pNBzfB|L*;Z_gAX%^W&7@Zzf-R|9DniT>st>^XG(o0p+#p
ze|9+b4^dvb{$`mxnqMl|KR1E-l?Z;-m+eYv*WYo$&j7ynN5c8~`Rn2SJCo1n$FKj-
zg?t?4la>9q-{jH!vZ?;S^N;uZ@BNWDUVmbJTz@wCBbm?Zzs2N{Ujp{O_eX-bzgqCm
zlmCR`uMqsmWP_PU2Ial}y+4w`{W_Q7{^z}7_s>|$2R`uYzq-kz{&UE8uYd1H`nf+*
z@DGun9DwN~_s0r;5&3?~dHs7o(#riaf<Ne0D|J!)-vvKzik-jPzxN|)+|Ou$=l>A-
zZJE#a-y)Mo^G_k)eg5{oCC&W{g8vfv_bUEb!A~dOPkC?t-nT@!zwvV1fA|JFf9?6N
zRzsX`Liv8Ie!hP$HF-3@VyZvhso#4`fY+ZY_~Xgn!hF7dGXy{8ZiAUe3FW={dAEez
z54!^QUn@Jb`3({B5tP^7zZ+!oXnv9R*!tc5=Z%!tze@0Xk*_^}d?Dm-q`da}`!k{b
zSWy4Hp#Dk`c>a?@oc|yppAzEyuQz!#{{&F~G*JI@g1?;nDB6F45B&OBF8ImhyXW8i
z!2dz;capE2e}#gd3HqM_{PtJk^(!JjaQz4R=htr=lSlK<0sTJ!{AUF}`ZYUg?fru#
zf?ovse-QZR1%EX8+UuvA8{zp)p}h9~!(fv~^D71QKMd+$CHV8n=jR9CzbAzJGRpJ!
z?|J?gq5g31urQCn{_)Q5M?n2u8{_#M66VMK=|aAg^4k8n&*ahk6RCdp{7wV)e=hiK
zH`+@31uh)=$m`!P_$gq1^MK#537+4*<ZI_gJ(EZM=Ysy{1AnaGuOwf4{v0Lv1;Bp-
z`0E6JH~HHA(;*?hkMjKWD__5Fg!+p?{ZE1VD>udKcY=I={qpm7ijY4?`JHV4@%$u{
zN9*sq&lGDOsg(Dw-={(STLeF6lbw`S|5+iwm+}vgANauQ|5K<xmFo99^)ChWM>WIq
z@3J|x`X>na>nX3*KicHc{0l+-%Rv2e1%D^`{Q`rdk9_|=B>1sY?fSdt_j2Ix7yMH4
zwd=3mRe1hYw%AHzS^a$dYneQnUmDf#-hZtE^^X($UgVo?U*W<1?LvMa<(pJU+n=>^
zzZ4aT`%j{L3$|eFm%gSZkNVG{{__a)uHWZD|91-hf^AmP?q4Pfeu{UqZ65CP=UU)@
zB=|3qpGfrwKJfX!FZk)?`zh%4|03`kHplZn6QW<w<k9?#fxiy;Qv^RD$Iib&pmF-h
z*Z(acKZ)|%`n@64AD<GuelLUiFO9<Un@fH)tDmo5Ws^tq^8^1?;ExylSIJLeKA+$1
zf}aZfY~ZgG{IJ)pR8R4L7V=k8UVHv*(E`uE4dweYpU=OU$)ovaQ2*}vxf%5D7yP@)
z*Y@w5LVhmgwfB#5g!=QSe)s*OZJ_>cE%E%?zhT#}ADbWFKQShc=9lBW*f$UN`SW$)
z&lmiu<ZI8L2Za1Xl-Hg=KNjjQrTX3V-vR26YK7<bI{Di9)70eA{GzAZ`MJ*@JAwa%
z;D18C_Wbdf;Kz~gFIz>Q&wKvJ1%9F6x7coXispYQ_*uZ;4g8L+@%-nIuU&tS3i%Am
zYwP#0$)ol2d2cqEhr51zK>c3`{zme(=a0_>KLYsg0>6D5Jijl<Ponh?eBjrA8<R)<
z#{mC5;7=F)t~;!xJ%8*H@&hTaJ%5}N^0!c4d;a)K=s%wNch8RxLH|9Y@%&ekukGJu
zLVhFVwdaq;CXd!HmFjn&Kk`BSmtT$RPkhs^pZ53Hg_}I`lV=*tJly&12mVUIPa|J@
z{`gzSKTY{|fsIce`TjpG)Sn6J{|wZBtN8~$yn7P<=Pz=}-=z2nCXeQqPrmu_va*MF
zet!=9s_n2pX{YU!pMSjni-KR^z1eLZ?)mp`;7=9&x#Vj<|31a!QUArj{}TA81pfu{
zwfFB%2)=JtaR2`S{>=7x{_lr4|7j+V`i}tq*TDZ)@V_TtJ3p`Mfa^a-dF}h>u_lk|
zkD>bA>;GF&|JQ=w>@B-fwf*yj;QPV+z6bt|9dZAC$k+DI0Fy`krvm>F@ZT2viR4#j
zFL>B5eLDp|gZ#p>tJvQE6#+l#8r=Wgxpw}6`+xe+`1tuT&g4=5$=)}s%p;KZ&acD3
zzbN=`kUt^-(?{-~6Z{<D9|3-H4DP?`E-Uf-7e4<TLjH2f^YfSIx0yVeUn$k^p1;3<
z`p*geHRNm8e?lkRe;>;CQ070x<Wc?Msln@i4Aj3u@KedxzJHM+_=)7Z^E(0j&jtSl
z@((Hf?-%?O^4;t2B=8^UjORaRx7~l*>xWd6NAr(=$j;yGzXbT-3;xUGM=Jey?t<(8
z7v=f&!>`{ZLjFILzmfU;`gzLaQU8AG-#vf+1pWUe_|4w7m1@`TF~QFU^FIyz9$oSL
zV#(*%FP~qAkRL?(er$d`zsTg#{PMv3&Vu^C75sEze%x<l{(*LHP5J%vddhcV_4D<=
z+~iUHVcriLn1{Rn&x87B3jSB*Yp>tl74pTD*IvKv7V3|r`rX%W7eW0o-SPZZzGEk?
z)&GEy-$;3F|D>2ant%9gJAe23t8DH8!e~7M>#|euPmr(u{K_dIe?G+i<F3W?3*Tes
zr~Uj{FOx_8CsO}`KE3;&YM}oI1-~8n{O4Er{+}-RDPaC#z~3zR4~FP(5d2)=*8u)e
z!T*4Ke*W?PuZhL$_ixH;=XYC^N9*UC6MTNu2K8qM{&DiP^J|gdM*zPr@DB-olf8ET
zYW_EZ9|Qb)z>n#H=Rb`6D7xMQANcw`DdeY7Uc3L9XYy$M;z9ilK>hy~{7mvA1BKH^
zJJs?p*6)e?&!xO}|1(m^e@uC8|GzHe3n|af4_^OflSlLOgZW(v=66K!TfS?h8_P#k
z_8DLQ9|b>^eE0dIG4R{<!t<X>zV`h0h>)L0dF}j9HF-3@JTSjzp#C=me=Ygi`d<+8
zn<%fHe`kgI3qk$OLH$X+@%%p|Ups%snLL_b3GiD0f4ktH4$<E#_+j1;dzy#){M`!p
zVb|gQ+vM5(A652WDgPh7|C5CLjg;5Uzi}py<`)U-j|TN`6a4AqN0ygf_8C7v{t)uZ
zD6gG=v3>CTUZT9V|1*XB8<f}1zh_Mz%`X<ruLGFh0l~jOzIOh7EcglJyXW6Ez;D_Y
z&+mr!>`Jv|>&N$Bgvq1+GeQ5IfWJoY?<b$Xf5iP&f}caa`~Gnk;J1y#{cj|n?;pN@
zGlYC@i23tEejnun>lauC?w>JvH2)&7{?~&3S6q+#uk*f@wDZ4nKb()Ie5*j=^pUS$
z2a`wjN6!sDKYN1u-xd5}<WE)n-GU!SeqjFI>#yFxuhbv+{|@>6n9tYmyx^w;zYp-!
z1pfm0+V>A<n>?C-0r~Ft595H}WB~4e;|I1=?fxlU$nT~6t;+l!H+fWl;iGo{xYvJw
zQ2%+szwBSOe(n4@Bluz7AC@o=*B=P{F$3}ZhLW$%FI&j_Dc^z3k6(W;nLL_bEY<Jc
zzr=(3BM0I77n85ue>66E<R<`sF!23?zmxn()<3`gRtfool-KS*z7q1kP+oif{#@uk
znfiCnpPNAc^=`oPkNGgP>+e<}KY;Su`JZ6&X#H})`V9y5Zx;OV<R`NA<NJ4m;OCR?
zr@VK5-vazog1<9F|AgR2KW49g*S{6`edF=^)!Ap)Z?e*VPm@RUPbc5Ken$a6SMX<$
zpQ`xV1wRY;w*x=!M%@2#^0o7~m&v34bIEtl-!Z^nD)=ow3T^%i1-}^dKMwdc2jl*q
zB43+-HIqmE`@BCaXCChQPXPW(!LO8W``70GjNnI*@6LZB@QVe%C;9!@{<Bq;fAJ^5
zk0;+fKkoqkT|@Bv=a4_FoGSZ_`$;B`=AQxl$-qA&`1{G%?%#eF{6g}>=)m;Ozq^3{
z+)&*A10RRB{>x1s^<VUO@cqve;5QkD{jKC{&p%g~Jo3Z6KdfmU?*6|A_;Uq6KSci_
z!H)+1eZW5|_=m}#QPxHI|M30yU%`(fKZBy)`cDJ?w43n!Z`*Gr?f&P0kiU!a{QVRD
z{Qa@XqxCDG`rYeyI;g+d&A9&U<ZI{Gl_rn;hy}s>cP8-13;qf6`TGaF|FuH?9ObqB
zpDENIPxZU||3OgypMu}u6TAM}`>($Vz90Ax0Y5eYuiwBB{Vpbt)-M(Kvw@!`__N5@
z_Wy@MK0U;I?cuop)s)v>|1A{qTPd&Y{{<$G=9dBXe;Sxyoe{YHV)B#9kFK)M`1w`c
z<dL68zTY{&<^exm@CSctCGGs|FZhw(AGSA-!2OqZe$EGezTod6U%P%k5d2K?-Rt)W
z;P<=*&;M)k6KQ^d5B&V;X7XtMIpq5(==Glt{CR>O^O>E$cKy6B<gcf^_WEa!P=EN7
z!O#DTK>eLY;`zNweqjBj`L#EBG{0!zF9!ZL!EbgTwEeqL@Z-o2)bFj|QsBqjiu-?t
zd~N@>GkMg1F6jRm;4c*XO(FUV1it|I&jSBf!T*qa?fLJB;1>gb1@L2T!}C8)zIOfG
zC*&{v-0mOk{$q!bznt>g^|#IB(fa$+gRj5mK>zJV+5Riras!u{FO7Wu{$beveuw>}
zwaFttf_y*yesBLj5B%E&KRZN!q~NEL@4o(B3;cA!F9^|pT=27j|03|W34Upa{zkzs
z1oK}9{Qr{Ae||Hvz;1{a*?O~W;`?6kW4*s@#ykos@2&q!z^|W(ufII<wVxlaZSrXU
zg)g+eyZ)~Lzd!kW{}+?5?f*W4A4k65>3;+8?-u;<f7?lG{$#<=0{&~jUn=;qA^Hmi
z-?u1u{+ocmP4N98`Wpp5hJ1JaTY&$C;HQV^e<t`Dz~2V^3xb~$qJLKKOMw46@LS)G
zufIa_htU2FeBjrAbCXBcUxN3SHJOLM?0@Z_U)m1*VS?ZC3oB{Yf4t!5kndjqZvuZN
z`TY7%AYZ%wrU`x#@ZSRdbAq25qQ6}5!xsl%f4hLcPw=xs^xqTwIP%@~e;fG6$>+~M
z`Q-Pa{S)}W_uo;$&muqG*?)V0Uw1U#|5d*XZU5CUd9?qF!TjF^ei!oj{)-`B+kYJe
zKVnJn_4gj|M+^NYlCRDGR>4mt-<|&lz)utW<sr_0w&3TH?_U2O0{>O=`TX<9j|gl$
z`WVK3y-x5;K>r^B|4YFyBELEFBH6Dm8H4ZN!@jcnSF7J=@@W6YF17o|UBCUH{%FCE
zB>xIlZ#esPf{>35vHl@K{b`{7&p`dt1wVoOhOAy*|8qh<ImG&x3-#xN`U^n)y97Ut
zeE$9=um6yc&!jy6{e1s_Bh(+B5&Zn~C8+<b;AfN1|NId5uN;f_e{P8LZ(#Ch|Ho1N
z?*2ar>hCA`1>`qX_D_nCF9~t}_Xzc;gZY00>R%@KzW><sL)-tmgnR_$wf(b0s6Q9f
z|2?SxC&7;)pa1(Yyq@~w@cv1lymo%pHhHvvioyQ*5!By9@Kea=e|~}2KUv6UggAe{
zP=Cxb!PoC$Q2zqK&mvzte>MvF+z{)3MX28o>i-$k|ApWekk9}AOg{gMLcWCZ+Wt8w
z)Sp51yXQ|asQ;?*c>jhUwAZgT{{ccin(|uxeN7(i|3XmzaZvxAf*(h|cK$3D@`)kV
zpDxrN>HTH5=Hbr&B&dIr;HQw!|NSJse-4<u_a1STGOhf7(kaiM@A$7j7V1x?`UC6d
zz5jL!)c-BjA5%`3eU?FfH}>_w_pbsUf1*75ZN3jF&%YkX1-@QNdAnN!U-kL&DId%J
z05<Rc5261w>c23<{x`k;{{sDc@9*>3dx^vr<~N&1^$8U#uJ|ka_v!N5%YyUme>Ln$
in>cI!b4|>a3e+E17jKs#Kdj~@W&fGX4i*3F-2Z>Z&Uu&s

literal 896384
zcmeEP3w&Hf)xT+*HhsVb6sdeD3ktMQN)g1;7D<H*3$|E+K$X@uG%1agrY5^k#L(1j
zXfDfYRH{`F>$?hS(XX`@TGCRRfFR)^L_r9Ml4U`{<CCa`e*bgk%-p$mca!u5_50Ev
z<iGdM>&%%mXU?2?+@<ccvj-IwIr?9b^HIlt(r+DS&9{e`hcf<E=Dau}GlJs2IoRPe
zZwWexO7DvV2MG=q93ogOI8<<$;Bdhaf+Gb-2_7IA5j;rnU4n-Q9xC`=;D5>Q_W_TP
z-$w#JAis|W9xK0(6FgpUoZxuD34$LIJVo$S!HI&C1g8joRIp6&V}fT1o-G&?JWp_%
z;Q4}|5d5Uzg@P9eUMx6M@Y8~`1V1A<N3cS0o?w;W<$~3MR|sAySR=StuvV~6Fd=xg
z;5CBR3f2oQ6<j8m6l@e+A=o5%gW!#VUlRPX;8z5{Cb&}Y8-m{yyjhS$o8<L7g5MSV
zzTgi9e<Zj@@TY>e3I0s*7lLaA?-2Zz;5xxy3;ss%PQkkbHw)e^*dn-9aGT(71-A>f
z3bqN}CwRZ$?*-ch9~OL6@DGBI3;t2?3Bf-LJ}uZO_^jY_f`1cyUa(8>1;MP~OM-tF
z>=t}Q@HN5z5qv}NpMw7q+#&d;;7&oOShepU!6AY}1xo}+2#yjwP%t8Rkl?!n4-q_6
z@V$bE2_7!^e!(LIj}$yg@B@NJ3mz*tR`7Vi69i8boFMoi!BYfJ6`UwINpOnb>4Ikn
zP8Ix^;8}ua3&sS`6+BOHn&A0@GXyUXyio8W!E(V%1V1Hsso*TZ*@ANfD+K2WRtnA+
zTp(C2c!l6X!7Bw92`(0_6^sjBCAdWJ^Mcn3)(b8bTqc+lY!qA}=n38+c%$H#1e*oF
zDtMFN*9E^JxJvMwf;S6(Tkt!A-xd76;130VB=}>&p9tP2_%p#@2;L$1E5ZL3Trapm
zaHHT|f|~_f1h)#_Be+d)yI`B(eS-H3J|Os@;6s9s2>wCvalt<dJ|XyL!KVbD7JNqV
zFM`hr{!Oq;@CCsa1^+JCE%=JytAei!{zI@w@Lz)e7JO51r(n@grI!W^4iPLC94c5M
zI6`ow-~oaW!Gi=37JQfBA%cerzE|)t!NUdLFBla(O7H`M9~3-BaE#z_g5w0o3r-OH
zkl-nTrwV>VaH8NO!6|~L3!Wi3Rq#wfSMVIca|J&xI9>1)f}a$;K=4Ariv%wgoGJKe
z!Ak{a3(gU&5S%AiC3v}Dwcr(k3k4SmE*7j6j0+|NuNGV)_<6x=1-~G8o#0ZzWr9h;
z<${fZ*9)!?^aN9aX~8cGens$Wf;S1S6#Tm2D#33F-XeIb;CBR93w}@V2ZBEmTqF2X
z!P^CYF1S|kmxBK-xL)wrg1-^GQ*e{u-GW;L?-Bg1V5?x8;Jt#s6TDyW_k!($4+}mj
z_?Tda;GYDa6nsjsQ}7wVzX<+S@Oi<EU{>%Y!IuSJ5qwqfb-{lK_6Yt<aEIVqg3d6p
zlLUtd4izjB93ePL@Ib**!Gi_gE%+Y6(SnBw9xnKP!KmO-f*%k(TJTuGF@j?Sj}tsz
zaGc<H!4m~f5<FS(6v0ykKO%UV;3UDxf>Q)PDp)4?F~PG0&lZdco+tQm!D)i$3(gR{
zK=4Ariv%wgyhQL*f}a+=RB)EyX9VX6RtR1uI8U%ruuAZ9!D_)P1g{jV5nL=-D_AF(
z5WHIO8o_G?>jjqzE))Es;Bvw11)Bst!IWTH@XLZ<5&W9qO@b>0zajWd!J7rYE%+V5
z?+Sij@P~pw7W|3eZGt}&{Dt5hg1-`6C-`f@-w56*xJhucV2j{Z!FvR^32ql`6TDCG
ze!&L>9~68@@L|D61RoWAOt3@nPl8VhJ|);G_^jY_f`1i!Ua(8>1;MP~OM)*8b_>2D
z_?qDV2)-fsPr-i+zA3m<u&6}rC&6ODVS>X2M+zPw7!f>3@L<7r3%*BiwBTWahYP-6
zFe-SI;0Fbd5j<9KjNoyC;{?YGP7wT%;3<Nq3QiQ9BsfLzqk?6E9}_%N&=ovK@La)<
z3r-jOgy1IyFBB{nyhQL*f|m-;7MvqESFl2Go?w;W<$~3MpA}pvxJa-@@N<H-f^orw
z;MIcH2wp4r1;Kj3>jWDFzbKd#Y!qA}=n38+c%$H#1e*oFBKS4Im4e?8{HEZy1aA?%
zRdBW7_XK|+_#?qJf<G0!UGV3EzYx4b@K=KC1lJ305d4kcor0SL?-pzk+$y+DaJyie
z;C+Jk3;tfPUGQPSM+F}f>=68;;1hyR3O*&+Dfq15bAo>rd|t3i@CCuF;7fvk7wi^%
zMesGj*9HGa@D0I#3jSO0O~JPWo#A392@V!4791*AA~-^Dq~HO92MU%79xV7S!9xV!
zBRE>{y@LNG_&&iS1fzmS34T!UXu)Fz#|R!LI8N{c!4m~12!2TL6v0ykCkjpyoGf^{
z;2DBb1wSTumY^$mj$lmiT)~eEP8a-y;0(bF1TPZ2Sa7D`rv+yTenxPvV1?jif|Y{v
z1s4cb3tl0(P;il8jo{}5>jV>mR|{Svc&%W);8MY5f=R*Ug4YYK5cC97f@#4o2{sFU
zMewVFUlY7Z@aux#5L_krEx}s^ZxviE_&vcN2>wv;M}lhve=2yp;LikqA-GoX4#8gu
zt`q#V;BN%)6x<}ZS@3SbErRz5{#J0iV4L85g7*tPAo!r*LxPV8{z33@!9NN<A^2y(
zrv*C&pAmdk@HxT13O+BG5zGp{B=~p1ZoyXtUl;rz!8ZhZ1pg)YZ^1VO-x732C_Ppr
zI9RY)aF}3;;0VD{f(Hsl1P>B?m*Bev4-q_6aJ1lIf`<#fU+@UQBLzPoc(mX#f@1`a
z6FgpUoZxuD69rEaJX!F=f*%o_C^$)Qvf$~0X9!LeJX6pWJX<g(c%I-i!RdmZ5d5Uz
z1%ej|UMx6M@Y8~`1V1A<SMV~yO2PSp3k0hLuMoUautxB6g0+Hi!Gz#df=dKHFZcz)
zdcmcF%LJ2x%LN++R|qx<-XM6RU|R6Yf?pB*n&3*{H{|y>1#cGow%~UJzbp8C!5;#D
zEWdvuc$?tQ1b+d%Lw^5Ca2@d1^7}V}cM9GmxJmGC!7YMY1-A+QR<KpDP4GU!-w8e-
z_<O;2!G{DN5qwne4}y;ib_o7S@Cm^`3qB>-Dfld~Jm&rN!dUXf(J`;S%S${LOSxS!
zueFPo{FC+1Exr0gdb639OZ97hLE+|ww>9NH*EA^8h-k~|pQHKO)t7LzL3Xs9j5uAg
z^NeI$L(`xF*>33?n(RCx+17&mkCyy*BL8bRK6W7ZWKjNr0(0{Z)PsXL|2`-fmF$cp
z+d4tP_fa0zaA&C#S@Cr$oC?LdV~~mfS-Di?5*el<ADy704>}J{b`DFnbvF&l9v1WN
zA=3ON>M%d)b#mM2OK0Chjqmj|xjP!_cR1G_fWJp99kzkW&K7ULUq?lOX!OLqL^m?T
z|4uADV<-RgO6ARV=0o1F39;1lp4i3*?pOa}UR&&qXJcDl7##E3V_P~0#fsWvMJ=(h
zTVmdQUVE}-Leo%WYNtSSirR$~c%Q8AaS~q*(v>}wl0?=!Q^qBR(a-J9_*l~IDdL<a
zyWO=<&%URbD$6zD2pqP(tcV)0XM5Qo!NI7qikW<|G?qqvr7xiB_vR1T?shxd-B*gX
zyRQOYb2z3c3~b9DrO6u+AE|#HkPt?{J4orH7T>8~E&$1^K*(xM2r|HPIi4RgufoB}
zmKi3Dq8G15TL#{=Hmt!b`p5aTHmp@o`jM&dLtBEOZT4evJH-<=#Zt3ZvF`Aa9rPNd
zZ*O>#qG#ulNZOQozDTmLhUm<q!AXW!#jNW1FLi-dF3D{RM5ukvd5Pvgq5C=aP}@{_
zbLwEP`JG}POF!{%CM0hIy8YUiSH8w;YjS@8Mn32_w2J^WPN;VBAB(8j{6}v)<n=)$
zZjX5n#k@b6WWnq<#L~^HNoF{rFWf12Lr8!<w-W{AyxoeIoup4Zw=1%~{s+)JYrxH}
zSSrEsr+Uz0iei>TM3kqF>?uk({pwj_6^tCSLXz8NLg1KVQ!gT(O#sgz)d^%>-bOsz
zhT3%Ma$@P}L`eI_o%k2?ey`u36<J>ujL1d$>A+As8!$9g-iDkyTn~|Ko(2<o9cmy5
zBnExbY{_jCE}c3{=~AM838-HK>Q{sMRWWaR^I2X?lY1iyS`%5{KmwWUE?V9aAF|!O
zk-9c<7jc_OmB=HKHIph)Y07VGYNpPw0{wViGwBz8+uG2ApY%^2E#0yv#=2!Qhiam!
zSX&{C;&gVX{AOAc&mg!N64B1l(&cCwBU-IkmskJnJeu6QA+IXFAD3c)2~-<!Aj$~>
znoqGNFnS{55vtfG){&rOqZ;~6(@VC0<ZL6$e+0xU5UiR=WqMfdt8h7sTix~pRARJ<
z+kq5l3W#3X-K;Z1tv2JiCCE>zYC6$Eg!~2>IDTxm#rkb>p_X&9Cq>q~cV~}Ry~e~-
z+Sx8L&{>vP+L>gnDa8$N`tvZCt~&vwfpif~8sKtC^(j&*lPyKG=LSSm{FK{dHSTuz
zJ2b{O1sknNiIgrUf1`brvr4a$MnkTOs*PNf_mqC-Xt^Sqa#tsNMnqQJf@*nS?2zA5
zx}9i?93q?C?{Frm2JR3Zsj#M4iU;SI_eg9kX;M>u%r83g8ZzIj8Gf%|hM5(GgBEfS
zWGY~=258<&4H<*Z@*Zc)05yV=>32;LeeJG9=fYHbWqyy|mMccPO5ND4)D(eKwg~Jt
zbrbe$>b{B=rAnj!{0ZW_yd|>ycR=QYh^v|hKs=Q?&*`rLmgNxxlJq=sPyB{Xnn{z4
ze6nwo(0@51Gteli%zvw@gavW$HubGWQKZXn&6Pveajbcp0-Be{a6>B6nS8PrNQ=lY
zgvk}D3q6`rOSI@V@<fvghrDJQSVe7iiQ0^;pZy)LBSQm10ZqQzRKe2ZAp+l~5IwjU
zZUikc8eIIDn?Ga4ypT;7HENf4gJnI|FoDPJl#}ck6@NDSF4!~S@OycZ4C5$@0jmqf
zQ72LWg}e0I@V_(W%_y;ho7|n--M5M&o86tsp8Cj&51~&5Mg$nFt-KXIbGYhmcq9uU
zbAWk-f^{-)Q44Woay4XLHjgy=1xtJ@^N<N0l_&I9CKS7X0%<d=Ob{G69JG;257-M$
z?pxV9MM{Z|L^S0@I$uSC>$#Vl#;Qp0Lpj;^sox{%_d)76e!>$07COzaH{MdC^#~Ov
z)=r51rR=@XGj+6B_Dn=aBvv$V5uiyL>UT!t2jlPX_$d56AU+g-M<hOMMU16qknw<a
z)_uz=hjL>Z_q45v?-@@7%Z69}q~yX8xbNx0V`JeZdos2vcG}kZVakeHgcqK>BYToc
z#AT)29f(uZ9$8;XKj*a}46~Xx&^~c%ToQg5LD0Tl`Hsex$jX-GEs0HmEU1_w8e(+~
zm@Pu9mSvwWv1C^fti>LcK#6vf`x<#P8tPv=E<w#<WWLFLHG2qNpO}b*UZag(l{Vt~
zW$r@zQ5<7~MV9{nuUg&Lsbx8JitYbcV@rID{hTV-o%EM~-?_7ZnZ~posgmh-(#ftZ
zm~0q|NAHs270;)?j!9ym`XWc#Jvz~z*rCJ@Ujy(=tR1aOqZYR~0?ix)aq-se%CbL{
z<;p7uLm-IHH`G6WK;i_Zf3n*aFQs4P#Tt<)hEoVlf^s%f-_V6+4~}duf1X|k3h0U<
zdEz_T>F3jCX=Wlhxox6lfd{JOP2Wb@nubcemxrW{XF(fr*S?!tOxbTVo8<ZDbkvMz
zGLOB5`7BQ|-L7Q)wxUFgGDA0^F$Zm{b2}$bZhpj6IcS&;IWw~()QE!9&0>io%r_&g
zNo^mqTwQCe#j~V#EO{o4a9rZu{L(0jDJLcdW&caP)51kvS@-<A>^!EN7`drMYaQud
z*_n0>rFTXk&sn5%5|az&9DlzG(i#imKyzF}Z*N4UEwSbCiqdH#3w}=bjR{&IQU|l@
zW&PAutfOw<BO*)gRdEV8xo<Sozj5MqP@8X@cHJHLJ3i8Q6SXv#wnrK73+k%kBS51Y
zY5dFHp%IxKPh-X#CnRKW*}tmn+d*uzY<G7$n5kP5q-1ec;z0Xlwghr{RPQpsk)rsL
zPCl<?FLo1Gy-g+T(^}^cq#L9BBt}x&ZKf@cMvcW%jViWpq9Tgjw^NOrPpYhhHL8j(
z)8esP&-ES+WiieBo7Rz;V_=SKZ+ssJD9RoYORt<kr05cjUT)$TsYVKg^_Ljlu!)j5
zi3cL<IY^B;#hHJ>1k%w4B@PSK4OV5?6*J;a8eNzSi5#$vbY8`Yvq2p5DUG4rqS2^7
zCLyx?{cH;|4+6_u-aVNu7I8x(jpyT0stQg11jwLi+eCVsGdW9_x5RoanDkJ-LZ{NG
z?quVrTp5wAO<`+#74x>BZXB9!T+ES7r4Ybxw2YV*L4GQ#mYP8JQ}5z2+bU#gaz|05
z@oo$$nA)j4b6S}>m>8MjoRd8xa~f*_F~+X~@uYDA2o5xv&OW`4f`lu-Av;~Cq!|&X
z(=Y67GyjFClFEd`P|zIkhcvG-rV3#2K$+Bt8p|H?1O2C|@d%$RT>zw*-YO}^FqW?+
zGhZahqPz<*Zgk3RN%jniAIdl)9$_4n!^K58wO`4cQW6s4CGmJ2%Z4g7mytoS3h*`a
zAh^E0@%^Y;QTFisv^R0EB9;0zMRpR8sJbMid#<3?E2JFIYZ`y^@0~ldMG&o!REqTG
zxKWj!VNWXaI;UE;oQ3lA9lk~=R42gXoLs{^IS-_f$#9^H=n1ls=WIeH<hGD*nj2|`
ziexig=N?EnCcldyA6b5VbWTyUffh}B-o9)b4IkDj#IhHgxWb#3aEf({2}pVIY*p);
zRHF*E2M|=-?@6l1$IJl2(NoH=I#&7fLRnZYy<mux<r{{x6H(=Pm3T&jDaHRebgEV?
zkl<fx_KoQ?i#%FF3FPVfaWOSm6;r<Y)jAUSg#w-3u4|KfgN`T6z^v;AznfFsz<vab
z5>FFH+4&r%7`bKNTQG<n*`pFLb#8DHe^hR5(gAR94+-jkCO2isp!g{#{wcJYXPP`+
z?%}yPtO{0R>7iNbL#N^)=_2^F;sujHj|F~K*>@`f62q9?+2YLC)$GHFJyyM@C|NZb
zXsI^@=@%wZP$)?TwLghg#$qt0H}G00i6R0Gp-Kf!UyDXW1T)I11{rZDMa_5=pTi5w
zE1cX~SdmdsQYmMh(h^fnQmUq$CW&4&$d`l}2ELj~`|E?|mCc9bwwReO>V8?@1U59p
zyp^g)xebbJ7t-slrpfCGun(KuZ#C3^%Zbx8c6AZ|ERAh|WYWK-SiURD4vV$6&=WcU
z@oufPMa16lu_4y#u3;v!9z+>3AEC0E+?yNfZ{~@}&8J;=L@XslO$SlrIX1148H*7Z
zUbvf+T@yU_7KE<BlzBt#XZ5eEr{Wh?r4;X1Cr(Z!5DAUizkMsQ(;mC3x6*H;VK!C1
zh8zU`mKWL<bc<T9USpRYS#b#X!c03)=v$j8i}B(UIMJXQ&?p@xfZ>j9w=%n7IKR_5
zzc)HaW>^e%A(!km)PPIjSeopvsr?AoXP5JUj}2_t)nq)W%`OOyKenXqU61s#Z3F$E
zR93M6myi{Uc^+w7Z=J)ivggg6JK5J4gYC+CxUqplL|<VdM~|r)r7`_;aS7%f94Xyc
zYR63nlcv)gs@`raA%grK4bv@9oG-|!(pd6^(XrIQ+_e-LGz)r+GDtVhuuIe=g{k96
zFwgC{u<z*+Q#L?o2xu(hpftshMPj3Spp_gBUB{7N^Wuq}Yg(!E<beaVmY1^p$0+6C
zKiZX`H6hIl^?qeH8s*hUX(OSZY9)uJ8mY-_`y$8_86!eX5ojnFrN89Xph-`IO_}9y
z%&C;N1c^tQDE-c^o_-go<Dtq%4ZP#+VL<|P+ES|wTTLw6MnY`HG_}VGYB_;X1w)Ww
za5;vg=`^At%rs<RNT)Fgns;qjmvIu2eJ{_FCo&bE2J#M#@+eHFv`2YLBBQ)XqDT3B
zNpePcyKWfq3vJr)>u)uqwZkcAPZ;<^MvKr!KTE_5p6nW=%o5ON^-PXlLc>2s{Z5ly
zEk1N*Ch|0y_N-v>#VhaR5&pi0`umPb6!Qp<pR*#3J9#ukw8?H);!<olL<0AI!@G3(
z{djH<_Rtiy6n15?5%xzNmq(3u{bc8oxmy=v)ABo*5Wh=y9hL04FtUQYGNHA+HJgv(
zexX`1bCJqp&E^yBw;$DSXW4JZ=(kGGNe&0=x4e)i(vjIg2_a~KrGd=f^jlsS({aUd
zzJ`v>Kz~ZUq@!Z#`uic}U65ilMFP#|ZaCN9As3MLI}ksm_^R4-`$Oo&c{WM$);(1S
zxxe>C(`1k3Rgn9L0|DV;frvD2gnHvH08wA8Oa{}$q8}`2u|z#24FyAb%_L8MX@h=g
zfjq+^pT2gQNBthV?8v%I;av)0DYvZ<=Tjm9Dd+T^kHdz&K4HCpgD<k8l3$R<qIrX(
zdtguT($A<@qaoN&>!wGeJ&otiaQA3I_n;mLVuRhI(@*K=lA-lGU0^zfg(|Au2r~a?
zVR9^#1OpO!!?W614#(*Q5J8k#kP(P726?SXIY;k=3v)~72r`*F`Jt#i-Asp>DBLT}
zUd9tGY%%7d_d$)b#agB=Rx)MyqQ${yaaeNt7qx$qliSXN?RNH+ZMyui-EL=-OXd}{
zbF15dzknwRGTZSdZwoiMk8i2!7}8Mx_=(qHefaUymPVj2AIFrd$nD6akPI*9UWbME
z$LB8{rGhR&P__<l%J}`+`u#`fJ#;&XG_|Io2=coZ>Xkh_={{MMtbcNF<V)n^N|kpg
zLF%iKeLDJV<h)T;BkM)wnZ~Pt9oEnet5H*E3Z*}Zpcsr<kKD5}N`P%@u;s0+7|!rM
zxpj2F>E*7Lfpr7M&>1Q>;}hd9Vwce8?0=?MN^pRbfz&oHL5sv~_V!zp*8x&G`Ms}>
z)#yRTGTN9DTE+FfbLhmA-EHyVK&<-@%5E+Yk0%zvRn;CS({Avh%bWfjv`!cFXE##!
z1Ptm_Il|l?pBz6A@DpcQcngqbv!g?Gh}qABh<Ys)%8R6*H>uETdWtCp2a;}}M`%C2
z@@8!UN3){+crl!9Mvsor(6JKUZPC_BxjI==)!kzEbhF*_azp*g2P9~rnx17#KsRj(
zFlkec+NIJ41^7NhACVx2=L_c7lihY+(S@k1TH#<!Vg;Dkj^G|OZm0}f_+U?)m49%L
z_$o9)Ga8|(5}R9(9)k*?I$bAW44HmAgaKlkXhNQdqIjH|e!H6Xubt|(c@OanY4gdP
ztd-f?MNEKb{#d6#E<Z+YG^n94V}b{wP*7@iS7q$v!<mNok$M||pN-#3RT0T;v`vf;
z=g|2cYnK@K0M7ZH7Az6Dpf%1mCU(<Ac3A0EAoZlhNG(&SZnxITDYKCVXnT6WCIEGA
z^lDi{OQn^o-Kr_COvcnIT5z;ZH_jzG)Z$&vbThq@LsN~4JikVgOsf}6`?xkje`qm}
zluvpFR4=>tL*>I$mQIsnKDY4lhFG4Gk-#sO5}HR=a%EBM5s55sBqsBV8Bs8-IhKbj
z?rMle*o_R0n4Z2m4>6GJTsF{t99?N-=l^cDexn8RH7t@^45gj(nA7;LXx-=_%sn$?
zFsmsmH-_Y;r>8dK^}8~QD;W9M7&Tnek!;pwPc2~Fnks3_#MDc@&@7Sq`CUXaYuPpu
zcWais03Aj3dG3yyF=(MY;{H9VdRW}8d4X!-G7M<6KMjrSFUo+sJh-82=vie>IJB1*
zO~g&Mlv?bEXrRSOV_1z8Xl^uC4)rM2ik`Pk$Dwibycy9|7Q#&`E)Og5S{+A|^HhcW
z=TMYN8#6oTX$>)OEY_${5~(<=^GtSEEj>8==DOSs2*|-<8Ekb|%RWiuyoz(S^DF8=
z5#Tm$B3`wY%FPK~i?(brH6;H#FH0kphq0YJ0NiHE|D4ArX>~h^8ZIM`O#<CW(qc;J
z!zKxPX7h8^W96i(wQI~hHoyR4_aW#NcDIAqVO1fH--pWV3di%e$DVRrwWi8DNIExn
z=iY9Lz-UUAgmpTL^g3;f<2bE2D9aq`A)o=5?XZU+`CglEVffm{J`hCRI<znv4z|ms
z=*6q47~MJP&AvPJ>aJ?#UFIl}WF55XgKyAa&~+nHWhLInN+@W1Ll?z*+t0%;ffh%v
zg|9Q;={}m=DXV>#PWMq&P$}q;{qA%hkrikZR9-3SUQhTvgBro}a0T}5CVNWb^MIJ7
z%z~2ItkXjf_trtW%tChG@YzD*B}$GmKlk3*!asAidw906RJAi{e;R=?=8>OvpRgo5
z3tI{9&R(p{8#6L!YsPN{%W`3Jsee(`6u_Kvre1;3&uvQS6W2|thUZY*)3$zL*N!A|
zCaeV1EUHP)aP!6sT8=hWhIKU2YV)`4XyO5p71!h3NWgiWOXTh!O{D9%Sy%HSys7o>
zXLw`53^SiA9CR@U?XO1@H(<9589u?O6?05mlX;eppu*mkgOi8t73#)fVBZ%9C%*u1
zFpr_cK%<m*m3RA!x~H&=wf|Cwn@$vU^CM&0ut<zf;yCjomte#0e#lGf5b9H)lh*ME
z4x#Rf4zLc7LM88=L#Usokq-OIW$c<jkFfvPCCZ(!k3*>TK#8p(t_+lN7<CjGMES?_
z)uyi(9Qy6m{$M8ibBMNWZp~N0!ahrLT8nH(xG#A+WyV`P^2yf7+i|jW8q`X_pnz{*
zPPU$kAkd;uwjOI9p~aodX!A(hKQqJ4BPk{%>(VU2!P87u8OwB@uoJ;BmT^Xba?Tf-
zt|U;Qkvv(gHle(+7zG7J;!J}SMY%v8)tHO|>C7Vvq(qrnCJ%kk7KHsp5q2cezL8G7
z1oA}=0e216>JXC+Mdx(Hnm{^=_mT=l=_NWI@hm6aZ%sU2^d~y<=J##M#V7h`RXIL#
zNXgI`IoW5c={#<B9?_YTk`C|YuQ;6>K9N((nP2it=`+6v((itp`IT8nm#=L)apZd7
z%rDrdju!7<XMWWHu^VT8H~&(fTnTg*be@m)cIJ0Q!DPF1=GV*(Ct_~c0gnkBvAE62
zoRC%3(q~%fBR<>(dp#lh-}lgp4d%>PDC_Nn?65q!4V;iw1A$qL-J2(5z3wKLR*Rui
z<Sr7or=k8iCq7ADvRizz+Y=|f#g`18n|Qyzvk$4v*-u`{<RNO{n5{IJ;f>;@HW7)}
z%+}Mk_I}2AzdmLwS1RZ`N1{*`UHk5=tv<WHD<vG;_i5f^!>4&m$r$lAb@2|`b)5uh
zbr@G{AZW3i)4VFS?YC&QwtK`<jhqi$;5>C{<mhIhOP%Jmv#?L|4uxsAz41-Z5jf4O
zq8nSciDRVXG;f4X{ZSHinwNel*LHE{Pq3JDG<BNSu@+v#))}7VxFC@sj0o6UIxlsa
zm-8}*Y88!UNuNoGEdM*3NX&!qX<qscsm>6mdB@`syrXPjXwe}qn*WZbw>gd@T6ycW
zU_Q-DS%nIf)4XS)a=gq%8Tp<{>_1R%MFb4Pb#xJmLZ@>dgyD%*VtqO{)N0HT|8(ww
zLDLw_UqBVr#y94#sAFR(+AGimI{WlG3KE9poWA6AepY_And3pDG_46g9XXv5`9=$9
zI5`gu(OepWC*Dn~J<F{Y$0f>2>UAgb==iS^J+nb8kMv!QSQDsL>6H{YRBu!w%^OE@
zw>|_8%_8*-&Lq)Nh&>iR<g~JCE2~e3$)yt?lxs?XI<3s9LNXMrdQ;<0NMVQ{IIT=?
zRWGH}%6TN!KCPTrkb<X`50KN!ksPVo?bFIsYOY|F5fgN~22X*@Y2~+&&OfajqP?k+
zg86VV>n(cf<Fs-p2ikS=$A9hqY301t@&y7SxHwQne`A-CVI?Lw7{YT|a=Zl6X#a-k
z%bBgD1vwsfT47&qyl<I!)aNvtbK>Pa>0A+ZBh64H+6^W-1-eUiOgNz&HL=;CNx(p-
zDz9^*eyZQuKBr~dXlNZc>5LiBYIN`=#HP@Ke(;d=+kVnH5;*D1`eWdvGj&rL1W2v(
zZhbnB95icSCZVGaoOGr`&yg6<1i_Am*c%;h^Fe1ixAe{(be_tdOxnx7iwB+mqYoyZ
z9~v%ft-m{K5N4B`J|_^v)Dm3|XSDL#{r@leWCt4pfgRZ1$}t#3LVM7;@4+-(fS}gK
zY4{tZlqogB>wTsANgr7Bl(~}JL_@rD4dxwckF`;KYEyOEZ3vp+DY@qcHzKHQwSjX8
z-1rT?{tV=qIg*z;#7^Szu+?3A^uqZ#cg<u(m(DU|$4X*yxdBgzjPm6<k!(;bYTu5E
zrdLwUdGEZ5$~+;jrK3#tOp;g<s-ou5j8aqTV(d>(&*ki_O{k%C;EAarU;CuWr;VYQ
z**q97J7&dCZi*rEqR8?G6g}rqQJUq2=;25?o7WYUJk1HV5EZ8?kuyo!gT@2%X4u50
z8*SRN=c2WQ4PXvm@<r#dqk$y6RelV=vZmEOH{~o6hFm)1FpAGOM3&RyPKE|srF0DM
zwfV`6&^!z+lLq83M@#jZmCoL-wSH$;y>PBp2#aED**5Ca*k*40?K7e0Fm?=_#zrSW
z_tA52EJ4W6JZA*exIpK}XfL+bZ~Rj$w}I2x)Mx$=pT?ee6VIjEAp+<=wlZngqBC$B
z8xC~RFKy5-Em+S(zZp1<jaB!7)7VezK4OhfIJ-lKUjrjk9?2OvjXiK0o3t(_X7G&+
zoW>qFjg15E1E;aaz~0)m)7S%NtaH}(Xxd8Nh@5F_df<%pz!_`u-`I0R82$ritn;4+
z=H2PLb_{q|&sfX8)TY?L8SB0eu<w;K*8S%A8giBG^;7LEQ*xd@u+klSXU|yE9etx|
zBO0pQW#%>XTU|86uahk$K_4lF<E4(DJ&}Bi;g|9?UO!jMxv0J-t#`tef`A^R@9_(z
zL*XWW4ic9ZyN7YUmcDS(qX{tI-12kM9<ZEP{&!c~kOkdM6snx0Y;vDgZbxqmU92#@
z6B}{+NYL3w_%nTkKifz6U-}5AZK;JT)HnTq?KORq`?o&ApTC<vO(tBs2ZwT>#x$ps
zy!x7z9ohGs>uuA|)97Qg##0&mwCqH7y-<C0j6N@=%e_?!L!4hiAiaMz9Y_S3;S25t
z@&ZqMM@QiI0KY7m+~@L@`8lnT^U9zpOBPbB2C{VPK-71f1NL{*mc7_R7Df1bN3`q~
z98{B=9K3VzktMxgsy0x{r;WTuUiu5{Z&iEl?!{KVSW122CGB4kX8ZL6pZ&mM_XJu+
zY~}Su5a(q6z($XJTu37O%L1Od6U#2zql=hU@{M8q+KyaGnd8ze)PsNegkZz!e4A2z
zvy|D<O545pGY)=!Qc6ly-_OfL^%L74fJk!XaQ&THM4il4j(qV@qD|+eh90_chV~zp
zQIJ2_wD`XR%b>V$=t9*Un{^Dmu4(6>yQs-VN1}$;32g`RvTY<M+J_9YOxZGYdm-5{
z)UbS4pQ-M>zPCAs!Eyr_*AkQ{+=dx^!Q2H!CJ#zuh@te*HI8|)8|jh!KRSIE?d{e=
zup9N?Q~vE~`aR%(<^^s$`i_b(6X9{?|4@kfSb<rw@%zx8w!xmJ--9;XD>~qvE`Lw^
z;5$wK9+aOM0^w1k%m1OC#`f4Q)+hKW5jr{t6KW=oI^a_x>Z=aw8x~%=j9#W2n*p2I
z%VX5H`gTVO`{TMs(@p0X{%~4~q8DLCuXoGP!5T^&*a*=$mvdcNAiyM6pR<6$#u@lo
zrc?lx)7V5|sYWKAh-oP$Vp1zrZ64o=I7GwZ92(Rc$&@}*vbA(tYD6rxiL0DS$2jAa
zD*ts2cv82*Pu=+tv0QSL^dTB`omD7|8kfZ`kj9uSOqq(Q-zmmO-qt9wY#X&z-n&5U
zamDsU^R>M&7gGt`g6EGtP3|w?LimL`;&Tc@*4k~RK1{F88}<q*$AcX&HJftu(^<L0
z^wJk}n(!Q(&9=|f<(xTp7ivj>jkdk4q)0qb;d_GdaT&fMnd0Em=YqLFHVXT)`Vle#
zhF}LDK*t&I$ojGpSlswXy^D{7^KZG7`lGGxi>#&iq&PZ;+np^<x-S-iTiu4sbkQ?E
z8)F=w4aZmAUKGnSY@<pU5Ky{;x~wFNl5;K@(P;~D2r1dp?P;1(V(q6;?jYKUgM&|o
zLh3i<;V}fNN0CbT(s^Y0^{A^IB8T*lP|Gjn(;mo&FNTHl$z+|KV`mYXkb5n$A~Kw;
zEVqDCr2mt3@`1iT=|=(ah~XDthv|!{t^CleLM=P_0$=7H!_7{OspBB?-Z^s<9aSu~
z%k=KSHw!R1fiks-q>q4)(X$fr7W*xsd}J*akLa?3ShBv0Cb5?5E;|ibK5b}A;r93R
z^rz9^l|xn2Y{k*__Y+wvCRl%v6h-wZt1eT7&XO)oPuBN1@u3Lrk-bZ%AE|U6f5)P5
z+5|1`bc$=56%EdN<tYp-r->ThsDXBak~cSko1Q`ugf>G(DX7O=ndb#>70>A{)8Qwl
zm_sA$uPTXouf`%j*g6s4h?^LT+}@5K|3dQ=Mb=L(Np?EJ+nc89K4d7!U(Q~nH7Fyg
z>1`kwy|&*32Sg>mZ`K#jP&d>HJfGOG&NZCgJABO1Zi<ik7>3_fmesdl3|)#QYjyb-
zB4Ym!eb-2<Al-B54oRQ>J{ge0J|bo^Nx#3%pTBf~BGev#NUI*~AepMf-gt#RKhX@~
z%U)citgi*Ag14>`e^ZV0cO(2xOJk?CUo|6^&-{{i0c$ud_EH|Zip&>H+eRE&$H8_g
zq^KQS@*2OurP5y=M;lhjO=SN#iPJ!Yod*s!@MC^50_IDKO|;ZXD$grb7*j9t$%Y~L
zNmW<J6WGW|F+KPU74>;#-wC7nA$ys!rEGHgvYXgov#HVv>`ZKXWZ5=q7HK6?g7hgS
zs0MuMf>x`V+#Rr<b|~wK?v^s+I??QQv3~000UG;{aDp0lf04>k0p0L7q2AQd`fZSS
ziPw<=L@4=E`psWo469kvpw=3r@^7I$<C{`r07a7=?b@pa#2h=yWVr9v4~-_Jx>}2r
z{nF>mAVuWv#aFABG-Pz$O_LqH*hVeKyi+S}yaz~(WA!HgvKujQA7sfR8u3R}Re$9~
z`!p#8Ga#(uzMC16^6w104Iksul4BIl67GHL)O2Vi_eGrirI#uf+(M=w^@O17GWuwt
zycVgzDJi7cLrp<h;QJ~tp7044o-NVWR!)rXbsdNaqSRE?n+?(L{gd<%DILWVe8@_v
znr3EEK(hz6p=Cd@s<G9IRyB4ec4rH!8jPX3tNYz8RsOn12D?4VdgU*A_*@*fHbzQl
zR<|qJIhgfNkM~gWnZac1C!gIh{5}}_m{%MP<MRv^oF2831`d4jB>C*%;rID@YZ+2@
z49_!=Cz@j%3W8z8Vil#|xIJb|*C5W0-z!UdZV&D~7^dU$WlV$g69ke!h(nVX&NQ;J
zg$d3cKvCp%0s2El_T<(;dc3hgh+I;+P?-eX^m!LNp|14QXWu!2A`4AZig3jg9#x&y
zb<)(wRGlxzK&>sw0RQsYFQodJ4yD}8{3oBj%9q~%3Xc61Z2mA8wM_z^7<YrJ>ROO{
z+SbTdTQa1^_`PZ~{-_6qQUkh=VlfH-2PSB!8s96vL0X))gRE7*6J$X>Xa<dR`Ga`w
zG>U=5ieBgl>Qi1wOO@vAd^5^(pTsx6oNMG#IhP*rEeFaXI}y|4l=~>tU(mSn$*}sL
z?b@>EQ#7w(`DGrpDIT>b9^KTE*+zsTj?Wg@koutmq)c`@;v<;2%qod%ai_)N&Lg_=
z;OrxPaOY8!iL}HWCNGCOxDcvf{r!Rh_1DIw9w$%>Jw{OPpe~WJzKz9iR81`n<4Zs8
zGr6fng;;}`mv}Bk-~7V0l+<88-6{9EWY4gxXJOKw8bZe-ot>Q&O?q6m4pvbY^D*WP
z%2wGyGw+^&=w{H>`&xML9i8PH;Bcn4IXi)m^=|CI#h5I3{#AeZ$KhsJ+@*ZgM_^Bs
z=vg(I!`gFnyQSRMWAoaXQDFlukcRH#G-=AkK7&OUC`HdbbBo~uct+ZL8oQXnX<m&S
zL@LkiQ3YY8&CmvpQzK)L7?e-XAPLoeGffM0byRdU;wdGsl-)V6$q>nU)#Mg6vurYu
ziHJNoa!9xOmX4k0Yp>?!nPb`J%g|Rd7<Ad37J~VEy|<WbVY|V-yKS^@&Xb9!40^+`
zLbYduAXr;YO*a*ClPiAXLNc3q7&^*dZ_@2LwOsX_i70jh1OocdT`R7*4H%vAxB-vD
zlh3}@G-EhD#aheA0Cgy0EQK$B(L0Zko}=>2NTXC_eG7VBWCd+C2=%-TXnv$2A1Pme
zq_X6Zypnz+`S4_C5eE5k6*M967NayWhfAp)>a5Lc?Ro)xP0`m6-F77tC%>ZG4<wf2
zy{gN7MW{<N9D7^^es2eJRkKrrU7n+YkC>*&rZ%qk=<It{mp>IZ+J?Hk%D$|WzghMW
zs(*JBe~c1o9n3u;eP+qjyQm|b>-{!cI?a2TBb=N3ZOOUG7mLnK?%0`lA(p<7TY~Pe
zZFTQQWQX+=m{(Rx-`kz{aBR!7gL!#_hsO>X0H%Nj{tfO>DxzQB@Hb^IC{0aA>U(2b
zo<Zt|$gxB<e2^n2-TU$B%lijix3ZVrdlR9(rq0${JYZ$$4zCIp0t$MD{eA_l>I=@*
z=Y@oZ!bB?Qie>a^mhKs7>g+`IVsxzW3HUg5LkVUNQ!O<sx22j@I&P{seN7a(s)zH{
z1Ko8XFOywp3J0#Y!Ljt=WJ0RAr`;1jFqX`g=u)$^sZs?|3eA6dr>7;{?el2l-mEK{
z@T03jZz%7jFiL$S5+B0m9^1ucbq{N@PVU6~-AyDiRvi&1j6@&u+#Ps<<jh%4*F}ap
zJc``)$xz2fICr2ks!VeNjlQ+?SH60Xl}Ws$DKw(m^ia@f2^yUnL<)scq53A3lq$A^
z@FK4)=FkGAGHe5Ry|W)+X9#8PXUw5AP#D*-*)K2?>|X=+uLeD9RFUoYxmrpeyVYyQ
z4R^`<7AHOu7SxumBQh891s*!KQinT`yDizuemhQLstE#$aAGhtZ)wRKls5ntbPw_&
zN^ori<kDRY#8(=|Z^4~}nI|O-Gu6m?Arik@RF-n>`5I9bWJz;@u+^jfZ&;SZhfFj6
zDjKhsTw|#TRImsQY%#5l;pH#i0D-^sC1_vHlp+#?RKGP5yAbg%MEnp%#7|hH(9@=M
z$=2V7l%3=;ps}Zm<`HD&|JwAYbosCG9Qug6b-*Q6jvRP0+G)8-@kP31eVcQQ)a}1f
zL3+MUtmq%$8R{|R-lb+KH{lt@Gp9f<o*W+5nO*W?>^)wG=iU!}>BLJ??)_+Y9$*ls
z)TA|4%bull(Jyj!k#cRf>l$iztzYGUMNNl~1Ku#6A8Vt^lm~ZUzj|n)cs-~>x79Ra
zNs`XC`-AQT>WhEUJ6a~YZF+t(K2J}04DuA{2`q0z@(MhrLvpo08iV-CO@LNHz{4V!
z)B`AldIa}`n_Jir;@|Gp%ugj=WIbnq&M}eG%O^zg^@sPW77P_wAsO}B5n3Q07rfAq
zj<5|8$08ye`zd$ZX<IeR{;h;Bw-em0MFd^v?%q3r+v34@l&2f8yb|-s>!K>jqbZ3v
z38FAqWIT4-J&6yhcX?#m*O?z@MWJQ<*?!BoU!(rWcsD4qb+(aRIwRUdZR2fH&O&yY
zk$#>sWMBB}v=5TBlQ;=#V%jq~L4M_EzchQ@)M5qrJHCr#gg2yQPulfm1Y8A%8bcXq
zdt!pI5<LE9IgR#Ie<AP^Ft1B#eogaP>J<n!rh!rFsp+KDcYx08pJ!R_MA{TyJgn9|
zJ77QaIH9x*wZIzH0%`?i-CXwC@^%>_1cOkrr#Q0WX+*O7ek`~>C6-nTMrt7@<jRrF
zJ4zpCZeV?(_TwmL%13uUv(xR&s0E4qzFKhM-)IzTTxxk_)oviKHI`Z@t<9l&T?zK~
zzx+-dNGTtK4%E@mL0;%#Jb+}28G?MW2D%UnGL_UQsyeJcWr53#6PYvnif~l^2)wBY
z8dvRh5`B^RA5tTGd5tjF?`^xR*~eYTpUr`G`|MiEU2&aD6EE9F-9X0Z!g@(}2fCCo
z&>ghDUkSNd)SI!_IjVJ)letg{zFK5>y9#|uiIgntY=%v~l>BB5Sm|Ai&O}m0*mdW3
z^_NHYAqz~Q<G9ca-BhXU-jDcXs)Zo29*;0F=uYG2z1})3wYwsF`(XkzJdv&1cRy$W
zBj3?}pk{2c*!Fhy0~!pWoUMMall{j=B&8p`e(T%V4`Pvlju0|REaP;SyPD|;;!h}K
zsp=7d2JC!2A?0LFcqeo<8F{{p#z<Myzojvj)O=d|r?<Ql(n?pTE44k;r#PUt>GK*Y
z#&h`f|3YmW;p?9kURpr*#Jbz}*2uGd(_y-ic_i={Yu!$gmsdkx`>lN~bL3=zLxI*-
zoVpR%jybL+b28||d-`4-aMl)n8)M%C-ZaEcYR?Rar3jC0c^k3Rb5}TqWi?o0hkRE&
z?^mO;Ki|wh<JWrhM`(fkdUSr|<%iKy$F<LoMXqbl{2mc41=rZJ<XwpI1jXo}7#*40
zDTcQ-_RtG(hsTC*MQ{rR;|F~xcV-(!Ys)kSGRj_~d?K}yw^Bu;^bPRcXJlup2%p>s
znkZmK@40uOZ~N^hy>k0C<~A|=;Q)`|KUs1xF`FWE%qL#ok%!k5x)rQ`jaW^bzR}Nx
zy5*~pPj}*dXZC7!RwS#PF^cCU^7d1Ld!ON6V;s|!*D!4%-1q#x`tx}t8<ovG1IDN!
z?s1<*%IO0id}eFDmp}7gDjoOoz3e#sRtv9lqj}Ub9I0PK)O{eWbb@JDraMM`(5R+X
zv&s3@;Uyl$<``akehH?M%_H?KtC)3g0v;9eY{HMF^op+M=MU7s)YmB~4tvsy`FH?+
zJ3J0X8u_q^4jqyhAEUiSw8_X{&@dmr3hqk6>6&RK-=PWG8yQ%$#p(xba#Q6F%NtIM
zHyn<<hVgyiIMadVaopw4MV1dk_0drNri9EtcqsL&i)82MET#-jU`dQgAoEVo#a;Rc
zxZBqC;jhx?#dxcdaDwmT(WT30&{m=VCLojQe^Gic*F}x&S5e2AqN2G)(Sl+xWRel6
z$Rs0>Yb^rMcNKqW(yqx(%fh4tCGOKOB)}?Zs4JO(EG|e8N{8l)b&iTvW?~J?7wbqB
zOIEsH8I`jqp&7^DJ^&XQ<RTsk$V9fN*&dXW+tj^0dQ9dnr3>d#b!hwp$)2H0N8q?s
z)0e@4><IL=_|^Q)0Ht-%e2S-Pi5^d?v&28noc7<+K{WW6@juC^@kZJr8~814gcAbU
zlhm+zTqsAqEn_&WvCy`R@GdCJnn0sRkr7rElor5qY4ADc8)0<H&cvrHC0fjqabR7}
ziq)6R0$sEyru+abK||x%sp79;4BK~W7_DWasga~K?DUCRk3<VKeAm!qPtnz9>qvep
zHfKMy%L^CHxZU4gxggtO6?J286RjMmV<#wz9*6+&hM1urrwrXE%+T4R{inple?62K
zBXSY;w_6e$_SjQaI+;4olH5e+O&rqW;(k}cmia8|tq#9T=5r=j9ig7mGiYUqGV;4d
z=5!O;W6{W-i|>9=S&CdgrY;5TB&#V_SkSYP<eZ9>tSK65f1=Y%)hF}m9GDMS8(L0%
z4+YwzH45QJ;Tp@2;aZS6yX-vS1id=<?LfV|JwTo1y9w-WC%I$ahPNq3j9zyZ@e*Gw
z1XyyXANP^m>FoQKJBk_5lmXVJRx<gjWvu2_^&tyTTFDCY<kUP@nWE@c^LX`(jS3{2
zO9kVjCc*O2El)IWl{l-z?TY#4Y!BiEKh*sM-i!{XOwTNp>C+)BKk2k3Qi0X2l}v{|
z@$Pp+yP_-;sq|u|*gq*J_0?4oqER%c;Uv2LA^FAt`q^DpbIYH=;CfH?P?gZmzHccd
zvCO}M<gKF#MsgGVb*`Bqga<D}$lnhYKl?b1ms&{~qZ5!`@g-%CCN$dfB&)+SDd%+;
zsbc8C>TCLOAN4hzJ^C7~=l7AIW$5!lsg+EQ;+tP<uz^yjzM~q@7dKC-K%@G&ljKdS
zg-R`Lp+B)$Y7z5uER+?x3wA;=wK!%UzS|*Jcp<Iot78Ert%c4OMBDi5RnhjgruiQ#
zk>qc}{&}yx38!(~*F9{Oap@ugoTTj5dmj1ZQeZ<QMY487({C}K_<fW_O6|@HjV`##
zq)dstukhKd(T`L1jg6<Xw}+QuAkwIMv)!Wi;RStx=@(%pcBu*}IaXT|w4~drnAMKe
zFZQ!B=WE1^)Z0Gh@J?7(va!^+mylrW-y=|)vd@)_sD}4ePW;anXiY!M_1LX3Y~l?|
zHJm7ZPZ^NvzAUNzUaCoq{oS+V-{4*KUip(aN8g?TVC%81tf1AE&p39P+moQ1McT7N
zco4w3F+Ml(xH@Ek4Rpa33w>@@bmC<9b!^WzduYwfgAI(}HCM{&$Y&Mpn<0WoP^Bg0
zOTB+(rKm35N-4YF?;kUKZ57t~T$#L+&bQTC8m2sA@0hJ*S?{5<8=Yp@B~=5*R}ldF
zENNq=e`pb|F`Rn9RW=FOeZ1VLWX?!W^2IUa?Z%0Oc9KXxQ`)`jKjNAq`w<`DBp0t|
zUsHsl<QAVmQF!Oy1Y~YOkaO66aa4zHRflf;gip+92#eOyx|<=2#Q-ACe`H$yN2V1#
z3DBDFCi%QHfe>R>YtLKYgffnx@%>;X7HHX^>%~p8!OwwbwR97enbPu<j^5~LZ->6b
z$bM&nt=lKT%QC|b+NBG%GmW>-(<M~Xu?9dqF<kT|fmBahFRDlTY@^5>)lYQm%R!J1
zeAI+ei{S{ys6jxewt9#j9fVADtJ~zXF2liYHEUCnh754@NXSJ>kgYSMR`ega75zur
z1&iY7a<NpR^IW=H|Bv?mR|-^urb}A_@>ij>W|Y<h<}@IKRivC?9*c7N11l$lrf@Iu
zSUqeb1#W)}DI|9l&)v}4c5Aw;Dbs+v18qqk=}IHWk4cUTrAa=eLbSgCr<p?1!(TtA
zue16BW#2z1#ih#a?8Up{f;g2i=52>5$uh6(30iX75^Jw_G|<j`QbRY1>Xqp!Xk*p3
zsBTZpvv(d_y>m=J9PKWN8KM0c?xEX}J;^JC16iY^O8J)Nuspj<Xw>jR_j=Go*c#{b
z<35@S>FhBT!UYP-<X4UktKBkm(lVCMgA(-I@<CkX%Oy_hS=71(R8MtTNRZ_win97`
zNeTF#_WImis%TuF`85T%qb)(u4%54BRRkf@T4C9X9c&o$7q`82r(nqtUoz%9%hfgC
z++&C89@|ZR>y;b}ZaYM_DlgZ9v(Z37R#RXP<P3V_N6{jN!*;5_%7>OsuS1s=Epa7H
zSi&D-=8oHJ7eQB-r*f_vw=Wmh_m)c^<*$aP8mTh!z3dyniqy&&QHpea)i7PaJHDTT
z?^O3g%z$F(w(3X}<%#N#J+@-82u*TvaOBfx&2e4TWPXmUsKBFoNoxxD;<c5z&sq9z
zm=ys3FV)8nPpNO5`%$#^LNbvW)wKE%%4|kxnAFGGP(PI<`)(D(<e`03N)WU(`r}FP
ztI!xrCj^xj>7&Bd6c#W<@9mEkO+kMVO;0T)sUP=|lGNElNz!7Kn((WZ$ng2Rke@=_
zLiXALuA>x<X3ICvvh8Sn`cL~xLHgVh+6*1xMA38jwGqm>_M-?M`#SRlkd2pK$vJ5M
zY+!6NF52c`*(kQbE~j@Yj0aeeV7P?kwZ_TR@APOQ>^Bh%W2OIG#r-ExwC+NRz}zmx
zRkvx?32e6McZD($xd`0<i#`>lTR-T4FUAfs3m%90+DSV|I@zu?yK2ngOtY^@_e<+k
zH<&>ey{OU3dOxMudav&uz}Q4xg!d>6icd}U433|V73=uOW?HUvWV;wyyiV+NylD8s
zdqARk1jCmul@+SXIeK<(ATaXv77WUWt~N)h4WPBB%9|3r<vAK{nW~NIl-S)sHSg}~
zgj|p%Ns~f-w7gl@H$VMn68#t0^fx1|&KW!A=n6k3-rLIO*>Pa}YAK*v)!;G}qf`fn
z>Yy0k?>Zd5>vec9)!~CwhZ5BW*(${WT&1RHf1^FNrR$9Ta`viR&R&me-*%C+N99r#
zBBxwYX|;E6yvjpW_m2Kir3XPM+ES)LbW^xSL9Y_UWaDZuF1sK`_B)jyvtQ-eJ#L8A
z<LviC3%noZzt?xo&@2PvIQ$h}d7C$V8))y4`!*8pp5BpyjA7Z)Y5q9%j5b^<0ow(R
zkfL_%)tfRRQ5;KN*;b^>r27Hn@|5%_a8cbJV_ky6b5eE1iR|Ywvn||nhitkvGl403
zgXuOJBQ(X*b6PXQA~&NwqY6#1yzR;XiEB6t%%^D1r~Qg@SqW`AgDRjaVQ@{9xe^9?
z4qFHVN=I}lo!_6RTf-~ApRSStuYAi60_eg{eA(2IIGJ<j3@!;vm%ogZV7~9Ju##ox
z1u~Jyq4T_cDcMt$E$A0(ZQGzh%a3YLim8160$bt_`#zW_*jt7>imY42l&=Wf;*h8n
zqIhV>Rc|Ct@XiDKmU+G*0@HfB*WTv?`yw>|dY#l$di6PZk+d18LmSxIrpGh0^-A9u
z7oSMMLH9*F8Uz26@5nb6Skxe^JQm|d>?3HqpS2?t0f_HMV7^ejN&ethY4b;^{gW!{
zl`u2-R-Dctzi4#sBp#s`jM2YES8|<c=OHu3@GBc3{@C+i{5IP6?JTR5<(OMS3^@F5
zEh~W$z*azO88&%3j-id?YrUW=i6rWxPE-krN0IrV=kK=v*zQ==o4BLmdM#g?1APxs
zd`j?h6fKcy5zpIs1OA}GC8I=bttvk?5we$w&>DFG7`y?3vlgS#8h9C3!v(u)nm3)A
zAMb?@>q;5CM?4x?Fjxd{r$o@|!a=JF2Q?QCDlHU5y*vd~!(`fO*KjX;jMAg#MW9NS
zPW8WWLE3EzI09PXMJ2y0c~&(S)V(g&Gr1Sr)U{(E#%;1<u2oY+)?Ut(OCyaV$qSQo
zdF+KobEX`P&9>?rASeZ;!81CQEiRo)_PSR0c9QPw(W&y=z4k4ggNoXV_%0LDiB4p5
z3$6+8n&7#&n~Y<V-S#*c^jyS=*NxOaPrL3;WI{SGpce6=5L}LBy$UMDHqMVW`I04p
zYun2?-`T<86vO24vD9oRVvAX0@4?{YfkP}xV5n&$^~EhA@#w^uTrLFGnu%wbUxN+0
zD&rF)xW1Y1$xDbxM;3;SFqdg&>qjxk+s>!tltUj%@G)@VHqB%dew(s;66o;OLWXjJ
z2Y5ri>t5IuNNtrs%tNz88vhO}J$tbdN@T42c!&R!26q!8Q%|2J{lX_cAjGy$yv&RT
zvQ%*vZf61mt+FuMDb0`mVKhHX@Q)%IUI}%$=cH_uw-r}9;hG`Z_R2TzTH&RL-eu*W
zM@q3jU?u9At6J}AL)U6SnijNLHxSR75pKI`Qd`@otKD$J?<h>560~!^TPNU?CyB%H
zsz+TK+wIpwozCPzEH{u!#>bl}9c4R+4}6$xAq}vLs2IZ)Ce@}YNOmVnMNk)#1LI_N
z9J<|Rbee%yQT6xAH$d60ML9s`1NdR_VFdeZt#%0V0q5v;g%1Ja7rk{f>PTgS7E?$0
z7-k+`GP@Qdx@K2pPU-n`OmhFs&rP$HpgVC$9%{1Zp(nH(maw=O_7vjx@5t|@ZdkNy
zMitdk*$)}aUKc1j$oOOJsxwRY%0Wx=-Y(&~BrIGd5U!rAngl6bjp;EB5|FFO!|j=P
zDG`n^bmoWHM`8ptN@{~{5H5cXak|vd){~t=4<@s}mr!O28d~Tjeum{sp5G0X+(mQE
z9_YWW#73*Ez%&B#H00<pBrKlWby5qf;bhBu@w7po5XJf7)7;gG;}M1qv)w;$-<1S4
zC}IP?c82i@h~L|t6S6VPf>%4&jK}lp*c%;cp@GwSk9VD4AQ6pptI?Ygk2}UO91oAA
z+fUnCC%2uB!4<HfV>O83-%*#Ejug0>k4+^r?ggXJeR{LIDq|-f&Q*^esVzr88(+Jt
zvCE$w^_zWE6}HN_I+qON4ic`;gm=0+dJzJKyM4v8(M_m=EV$V*^~KJ4q8U4m+_24F
zH!Qg(_r{Q%!MZ{p!i{rHXqmNoI?h6>_|4{w+d$6C27Uw8iD3f<O&aQxhx_R&baRxY
zx0UTTjtZkJvj#6IaWnj(Zu93y`M={QG}Pbd#E0?e_-ru)WoYt2N_AB(^2yGFySRn(
zxN4Wu9lr~OB<pW?t`YJ6RIWUvU}KW;gHP+wC$=zHG1qS`CKtVB>!izXgGEK-`zp)g
z3q;`^0C^=ppIxI`LM`~)9w>9GHrk_m<3V7TG~o0uVsn=@beOeTnQ_qt(R8uCnW8n+
zKZ>^C4HM=@vECgzvN^%zkn4w`kB1Sx%IjzDgR^&yCi#Pg4h*jFl8HJ)q?Q)6Tq;Hc
zV`k<KA+wmbBM0N*F246k0CD1v_<)8oi9)J6vixSS4g|~ytl8*;CA2CN%vcCWtt_Ji
z=`_W#TUypb)R`3}*S_VCjuTj+!J|qqLwk^n%opja#KFzhu_F3@)L^WK^Dc^Df|xl2
zrfTCW1{E(@6P>ZT=<0CHIZ)POR7VYT$(~V><;%ew{8)N;vS)Z?`4)Z}p}wq_>?w(V
zB14xMCwq>Hzbn}@D}HRU=YYuaFXC0^7x*Jw4V0R>oeeu?cQD{<g#tcbD1a~E%u};W
ztWb&*3kAG~0_@sDW`-5fFdtd|gsMsdi2@V@25D(6D}Kk_5JaW0rh41_tHY;yzm+Br
zRJQQLS>E4u{%3iA(?31FHy$MrPg!De4{#Mao264|s)G`k#r7A!(c7iTe5)8=DBxgN
zF*+Jq_7Br%cJi=3mR3DSdV!yhMAj9`{FoUTKI?C*k%Fs}c8}4klY!prn+<ABG+zR0
zO-)Q+nMh@psmuHViveY@7hzhdwG0?s9Zq5xuRbueI|&(4zLz_qz)<gq(G-L}7E6A6
znw#Q-ZBy|}+nO#}p%mN=;|Mbz)iWo%&++!-E*QH>x0?)13V|K^gf=+4U~u--uCokI
zt%qrZ#_3v14|^-85Ht3IHogU&Af<8(>Es8f1nA_W1Hno>mc9O;sGHY9H>Vnjb44vs
z$hclYpXmw?B`JNxs~;*kz#NtfITj-4ZFrAaW|Gp>w7YDdYU=w6Da$(w1*|F*Kvzk{
z@~Df<{6YcK3k94)0c!u9sy+1D?0>&S6S4#S_qlVjUiG-)<$tywH`U0m$0?ZfIALru
zi&muZm;Wy{IcdSXU#_6Jy81u^>rQw}M?t;z=%K<m3QEb@V29Yh{k4_R<WE45ZH}8S
zK+tRJOM(<_J3g+W@F2m1Wkto#!y4f1eegmN@+b<fXKpV$DCf<=`i=Uc1Zs$dYfrv}
z1F8Zh3dSm`1tRz+B@a4f2P>-@E-ZxRCd11#JBX0KofK0N-pxbv)CJ(tDiq(0JeoD5
z`QDyuF`n4>_8`J4tnD4-m$@pZ%*;7RWap$DAML^NF_i;Z>|wKaQzDkK?J`AsC6_zd
zfcI;qO4Q~fdDDBR;#x}2%eg$I1b2)xrOEwqL;a7P__?Sn$flK;7JmyoqVv);M}PAT
z^mq2%b7^bs(+k!Dc5`M_h+O(=1b7r^xjt!b<>3i+BWbvl%{)_KR6za4tiIJH_kffA
zSh9YN6DI*uNyb@8Qsr<G*&At9MIkLln3C?ABDk3*ySLY_H+jsq^2nS@1W{9`%2B>a
zXd+*0MGiEO=dR8ClL9R!!4|_xkmZ>*`;Te!zR4VplKeG7scnV{w5i@a#c<9Ajs<hf
z<(z*6S`GGvEva}kT%|ryiV}m~6yc{u6d2Hk5(7+N!Lj)nsBC{K8fkoz#uMFq^#!=u
zocTG2&<anxA>Pttys=|<Lcn)nMgMa%?9)q1`3lC|XWIgO&Vn@6=v~z2=mJqgoYMAV
z?B~|93Fi@05Y$?B3Ob+Y{E1HX44S&ABqj?*t9n^t=VN|b3<!Kx3|Uwwft0F_hBUm}
zy}fKA5kPu;Oeipq`tRQ>&MmhnD849)>Iq1v`EEL&6=7-Fw1B+)-a6TW&LFMLBgDsX
zEl*&Cu)C^qQieYcL(ArkDqGWC12So4k$Dl@IT771H_v#&OYyzsnfbw9%4b%deC+<z
zHzkKr4r)kQYij0?Dve9Q@P<wF*NLBpCPK%cv1P3_wyXuaR?ATIUHZgY8oQqI@f49%
z&&+-TNt*Q&;x|(kK^f~a6FZCM%mq9^2U;d~xayl7BRLy&q9LaWnU{F{rJ*By<^jYQ
zl>yaz5uVpt^&=KFgzMK3%PE1P`N{k&GH>ww$A1ByQJ&4=Je%|8X|dYMLYFSu(y9SQ
zHEIz*8I5ZEiFskL-&529MT{dk@*Y^DBquqV-%r<f^Gc4;nZZi(sFhP%kb35gVI(A$
zo5Kv4Xra++^b6;cJz3X;%C&8e{P8n?;K5F^F`P7#&V2!e2dhAhm&>q#$Pl+oc1E<C
z`Bt#dHXc1@`2uI@{oNi$O_^aQoJCo<97D4v$&#QBQ=dLaYS0mNCZ=B5nX2X{*W4JV
zsu(^YN2?cp9`Kcu&Edz87wx)OtG;v{-6{+`vUWjZ{zMF&u+j9E4b?>Qf#Ad^kuf$%
z>UJxC2+y72rtgIML=IM0@VB_w=`(M#<%}h!VEiWc;fDH$oyhWUE1j^{3RL9?@l+-(
zc3l}vv6|dRTHQy%4Seb6QN(SrssKkN`Un0G)U2WY5hs2eZe8WRliZ5jOczwch|P!W
z5kUfSvP-&;!nDWtji1COa&+M{^ArjFXPMA_wMLdco=x@4>FVLCWU%l}16#ivuZ;at
zK_;TkDfdaNo5#fsyawxZEFRW|EKLwGT64eE?V!i($H}A2GYLhs9f$nIq#E<HnJrHv
za!I!Xoa_K6Yky`qU}u(Dh9}igIyDixv-$EC?*4l{s@lG-Po+*k*Mk;;bKTmI<+-oZ
zURLY_r27)wj#SwMY|Q#vOOyLNJ=!wd>hhXlcBYb4dmbyBT69(6E-Xdr9{-uY2ydRl
z`{z*@?d*Ulj=MbSM&h2R=h-KbSZRJnmOloT(rP~W`9qBaLSbwp{p+~H6gwK-7hBzK
zYL9H4+P)K@mFsCK5Ojqh+ui4j`Vp0^`8?%|#wv1Or1b+tLN#g|iGMT)XsCbQp-a)2
zxs%-&^?9OVc8Q_xRLPJhO!m`bCOQ%1(FgN-#Pic_DFNJorvjotJHX@?HB&5>V5OXt
zzh?&0bWz{ct%L$--YM^lu){6f<nC;!-x*B|%AN`w!99qhZN`_m9h08Yre}=FlZT<F
z)XbbL@jwEqU2Y|ePfLv&Y4>TXthQ9yDRic={An5`u(N(+G)N2_3m}HWe6?xqheVLc
zui&TGO$=*TlVcIOU#U7#9Wc=|1j1;-E27cf>66K;u?nXg%eknGO^YaQs=K-8f}yLl
zw=XbMs#Y$}tWcVC6*YAr0_a0ZJ=kJI$4->+3OjhTnwHVHO?6yy<lIZVwk$5Sc!17<
za<)eOaq3RQbL4{XV00WFst9G<E=Qj+r{uV%#^?hdrdRZlRbSq41k%3)T-OAIOgS;Q
zgABJbFQ=O^sSnyUUaQlD$Y_C3;eRsqEeaxyqi76Mj+qcAZF@-ea)52ZT1(9*x6Or{
zTzQjotf4^VK<+G%09`#@T@`QnD)GJ(B!*_<H1JU;>Q&&|4OK8eHp4(N+@z&>+8vGx
zVh{|A3S~-^s1#;?%aQviG+%yMx4_`&(`Rvw4bDzOxfNoaPtxZ-mFDaYNIJ$Ny3x8j
z#9`VgikCqy1h=AFe)Z9;O65b*h8WU${zZjBeTuNwvN75vg~pkH@=y<78zBb12|bZN
z2R{*8h*49@&{E3EYM_^S#fd(3uk}#W=vKAvfb|r0P78Trd!{aio^l&lN4alM(~OBo
zNIkyCl7E#)*~IoP+~BBGOJF6(lu<Z?ym{jI+vq@Bak;`#!+qRh&7wNszj9b9h%99G
zJO9-)PYw95pt=YAS2T{a_&RI%{a3mAfmU6@ekZ$Ez+Tx4{;U3#JK(?4MowO*P_r)q
z9sbYW*Q^?JL_J}K8Kw&Pf9Ah>A1@yl_Fw&$4Ew%ZG`rw)L63z$N!ru;jnRHLeOJdQ
zPnYeb%Hy~C1Qkp(-H>e&AcpN1+qMW~${CP>^Cqm9edg!NqY}tWvMI^%;_WW@xhAUF
znP1nik1Kg_ejitu813Ua$MSK7<LE7t{<KCn2Vz>rp5@=VgDV)$=s(%NH74NS5_x}z
zeOrHmbxXHQkjKqx96TzyFM?R-@ov@h!(|0)q~G2xKDZyCK-d%XY<WbdKcTSwTVr<J
zzlHe(Xr!r_OjyjETijbDn>>>-0cKuc?;%Lfj3N(oNK7aKZYgWGcVHF2)XbN7@{^-~
zdMsrK(sHOEiWL_~>j+KyKoM6*&G>k>Wi@MF>a8iCKMR~-C^+pNeO7F1UVRXlGv><x
z`(VbBFG(UAR>GHM=8*mMD1AvhN_lklDnl{3M0UlYL>_vKW@fNwhZ5W$@YsO$ey7-<
z97=R3oHlTg;4zt2E8BHpzUz^-&<>|a<D0Va#}_JOvRZRgpXW0#f*wibSTY{dF%WL_
zWaaD+`91K#Fy+r_=Z_HDo+VO1)PbTr-PX1pS?`^;-+~{FrO+OBq43A=G~K4GT;CCw
z#TJU+zN#pbx9Az_Vfr2$P@)M#4fRhlD)WZ;x8Rz-xzBt=6Sa>>u05ywhjIBuOUf;6
zBF<WF9Qv(x#`0^v-`&)jdMR4af3~(ZLEa`JNuWKD87?^TW|VPW=@~I#yWL<^T6zY#
z{9$PX{7-m26R%rBuOWkT*)27fvQ$rK1bHg&NIqMX9<>ru;;68H55G@BQ{|(*8I?Ho
zY@As$bWMC`R<b3Q?<M%B>TJg}jIdvp>X<~H`JLk$?9DfZWZ1x|l(=74Qt5M(WNA`e
zNq6UL-s<K6OJvpfF*jtt_878s8Imgxvk3K-uo}mMuTZvXnjZAXl0a+(wU(6-^LYu$
zUk_OJVl!US*WSogU3j0@@!@@5GNEP>3D2!FZ{^t~<&jQ+i1~HsdvnnGy_C-)l@HbN
ztkhhb!expv8qIC#8U%A9vL0P6u$75uJ<EI6vIP33wq)<_>}vhpJLDNF+dDhE{>ih^
zLOZ*jc*k~jm10;y^R6|W?LTT~7wbsqUeWZtXL+^Rv;4Jt`y(?V|Iijt`>OMX6~^1;
zGRryU(55N!6-DN*w|UFg8Dy^V8WQxCW^{-Dvv+q?;WVrLEJC@N5beThE*Q0N_6<6X
z&Sb55F;i8?<eD4fR29P~WRLf8(ZEu8?NXDrZ+3EhmvxWZmMSa5^*XedB*!a;DP-U%
zy4mIRz`pj9S(e-Gd&;a`UZu7rhG917V8Yg4c6OD8t&KL_1S;IOVR+dMq5eqC8IXBL
z2HigNmgQ)Ju25w%9i$3&!CS^BB8edu({px(-SVzN9<wk(oY6$hIJK%tjtFS2vS3{8
zU9)$Ph2!wtiFc6YYr>#PwmfWl2U)-9$V=RRvNtZg+YGEzD*7Gv$dNn3-)$CXQ04r>
z906Xrxp};D)p@*fs!qG&i!(dT0%Z$xg8sNKLn>&VERz`9A2(r_{c&@ZKTdBsD@ESj
zmPRr@xsv|)<dQ8RsUCyuFcY1rka|$>t~xz`0~7rFXUWp<ZLY=hrJ%<U#j1%N>%9EF
zI+|7Ue9zLA1$=d5w3PajTvO4Q@2h(zuO<pk?#(RO&%pN8p(I~%_v))#h0zgL0u*O%
zQ|`Io*#@QDiZhn)F3iJKrc!&=cUR(9V1M-8ktD7P&#>+JM8LlQKS}<*VV3Vs23AZ;
zeDkY6o5GCm4w7K@$dk>(tvXt@YD?Icw;Q{}XejFS-pO_&3Hf%3eTiHQG)QV=S~(N*
zZw~9dtnAs!PVLlrX-n3pz;fxZ4R4}a?oT>dIMLb(Rl?c=y*aS6NOpnsggD5%z<R<i
z%z!be^@Tp8Zv1w}599B`Qksf1$zD45ZoHOzG0*;<z6|gWZBD8S%vGbAy<g3L$;Uwg
zeWpVvu-6*$)JoK^$%>z)EcSEl$?XBWwy~`NuCXP&i?fjdwFy?yBezzwt#k2>CrXe%
zCOWvUoeRcP>}qncBfL;%I?DBZM_JKV6whsHb#G*EJ5*4helS3WOIVf`0rG~TdpkJU
zVY|~wTR<lU@}d`}Wpg99gd>}d+fd)=#PJ15Y(S-=bRO9w@d~UrrqV$<QSid#!Ws;2
zy+9szgogU-ojBzYjFPNxI_Rolt!@+D@rF>V4tylAGn}D`aQ6bF;3E)FT9NgM71Pqw
zJExHs6gSkR%5Oww&8hmPOD<+}>1h=+xvkVDipbGb#P1gC_iF36VFQ$0<{oAec_|Dj
zT1^^mWUmP;(goocqH6s-K6tLTE#@gYr+I(L%`<$mOUE!&>lcP}{lcc-uU1ue9tT2j
zAn~``%f9|lYxH%1$V%^T?uV%G8G(VkSmKS)K%({uzcPc2$IX<bCBrYU;K2TWCaS+X
zolfBQa5vt>2jRSR4h<@}d=3y4%j6~sa&Y^S3dKEG95<!FQ(x2zst)duKg8E@VyQ-T
z(2i~<X)L2MtN}{DQ5qH*PoM~`jZrEP|K!T%mGqn^xyRqy3urAm=bTzOk>isx^9Mt(
zv6SD^(RB6G55y=m-=<W52hd-a%rgwDQc^h|6x31u#MUT++xDn3bW0OgYBE<j^2I}m
zHl3GZM<YIp1sy9)6BY&799U7pNBAyO8rJAKk=sBHT9&zmh{rn8T%th6I?Iy9fmxCh
z%a$#*XTI?9W8NK@kXtj<7@}^V_6bT<%H0rr!7KwsHp>iw1L?s(wheUa>>B?vx1jx$
zWcWM{>$-O|M13<^eXs)uD_B==%JUJ~G=FL^-yNOw^%wHM0^~kE@9~}Ow3krdhUqH;
z{YH9JsubtLka9#!e~C|h*VSv?`4D=fx`lORGx>#mg+V&RzF`uNDu&85dlK_I5JmSh
zJD%Ooq$u<0R{i~wndn1nuy1BH^#jvE?cdyc)>_mdCLVL@$CoW3A62v2YXZ>%8FuK?
zhbEgGwPBO)U)xQW7Wa7duVX(8UFrO4<T&?r+*Ulj2bVjy)gG$fA#gmduMA9S)fu$j
zGnho02H(UR$r;5W$F*c}iTc*qLodKb7#qG-zux+4WG3GyUAPQzwHsXR(n<IeenRJH
z^Af>*5Nh%WR&_FzV%MIN>ecV?5<SWK9Yu)`EUWLKQ895CPd#HEb_1Ya%V!4Elj7lK
zigq`8k<+ySN_{q&>xKVKjb2r;u(~pO-i4nyKU!HcFL7nnqImSmL|r_3Syi;EI=-N)
zHd?VLT2WhDaZR*_f7e|0*{XSQN|>k`FIl@w=2cZyR#isp;uZ6*m{xsdbv#<VC|X-p
zQF$@N8#7kLyzrVu@rotUs@mF`+DR&laZ$;Ta_3^ImMlgARh2sP!sPFENNu9ZsaRN7
z<s=p^-0e&T5)N=+fCK-L9QbTq&7ygW7mvsP&b*q13!!h$ththuU)>yMVMSe>wbq>I
zk*7x|Pz9$~*VR=ox;%R9q+_EM^W#v8qO`88y7DqSEvmS(DiCknv7{}Jtv{C3pv0}L
znzyi`wjy3#vq&?|<co-ipFdN(e93n<=d0AEo$av>0_viRYU0s~=%NJC##+?9a&i2c
zXjR?3ip5pYx~k75sus<wBGT&OwWyc#v5LxGLN&DmIKYAZlLHl%mDSX*Di%iTs+UCP
zEkHkm2~k@Y)y70LUK3qhQCn9PO)RROS5t{@kbo6(c}2Vm@2gceaa3&T=@sZhWc<uZ
zAmtTRizxkNRhOg7;5E9?yqZOo(FGL?=SOSiqp#)9l>3zqD%krbMd#NfYNM6amsiJq
zg1O&PzwAf)1yxHbpa!b1MEyA%Q|<B2wCY7w(W5KJMbE5Rn7DEgemciRoe@qn>Reb=
z6?ITJ%C3r6R4*J)tKa<3T@tT_0;ySa!qp3^<5hKwE1)iv;$u@WVEpMsZv!rxU%jY0
zevMOc{@YO4KoJ8R7~sHu#eplTu31>M=<@i2=tobFe&{nNPjJpkEM8bWkF+?#CPj~R
z$`@5!wy?@q_ey)KRQpw328bEpK$ruexd?m|3u~^{GZTl5^?C6NYHH#t;H=u3#fz&d
z&xaFZ#zKtH3u+ct!sbzd=fjtS=pV1TMqXS9vu0t{ClfUo&ykh((>U`n@}E1OM|`KY
zihMihQ&uuKW2!3_p1rW9B3|dX<hhB?udTU~ojX<V;v8M)IA_)@s*9fsgR3HrV3<ng
zcin=T#KOwxqN=N4Ou?tbHOlAPX@IwCDgNiRAK?qVqkl{JFa8vI53}q%Oz9>~;(6Po
zNtIeFT*&hq@j*?Bo{hS~O9cXn4ptj#2BdsZ(aRF^=U3G_PQm=9E~=bSTQ$FWNho8{
zO7R+4iPe|0O|_Wg(d=qB^6Mv|6?Ju0wecuTXQR}PRh5cEVfyQ;^!#?r*h#Pi)l^qG
z`XCC(;%fN%q9;Na$SXGRZx1;T=6^-qnMz=Y{k52XSJzh6$>f`b(}|Ny(z)mw%+F;4
zj~NE~OuSk~GbN|HN!PTB+RLlZL*d-5N#OtaQTkb1vFP$DN5abU23FQ2sQjEnLI=}c
zfMDdubC}&BIhS50uOPuzXpmwnfavIrUW&TA1n1}Bsiz2wgEXNW6Vg9Eo_fk|5|*Ej
zrt~0P!~hed2<wYqyGvMa`6{Azufo0MJD*0d-OILDxw)*SX5nsTE3Lo#5Y{vE7FJc%
z26W84nkyGCtXiVRx14beTB!Q-Se>zy5<3-{k02|Yf6Zbw#9uml%v4&dId@TI)slj#
zdre;r1yn7`8Kd(m7Lnr;M#7>h_+_fEs_JL?(3ExYLRDbq_EHa@j;Q2Qkeb~3fPXa$
zud2GB3RVNTR0Et;-dxSfymaKG$0TN4v}#eM&C`D51Gh-!7@c+;`I8D}L4M{%uo(NG
z>&lv|s;0AZySF-p`FeR(TqQam4)MA%W5<bIrB@W~s$4qWnFkjfEjVH_CzjXIM~^?c
z@^a^VICzLi=Y(^$%jblXs*XPm{~Ys1zkuyUIZSYlnpHAt!~w&dqnugzZ<aIbGH2F&
zXVxNTR;@ED?#xO!W9p(`_(Jr^MPsAK922dWH?L}O+?f=0ChdL?45qxc-nrI^B1igA
z&R+O;>1^jxXSOqMLG?nlkXkoqyy~&h(@%%1^Yc~CrBP=bym<6cB$Cfc@Kc!@CMI|z
z?-75FgZO()S?}fW5{E8+kIVAwrIt>h(P*LO!Z=(3P8HAgKQ(pwG#Isu5#h4xh2$Wt
z#MCHfUX-Y-x-c-Cfr&n^x{lUkrb5=vuUVu`U%L#m9DXb!sbw9Cd8{+sxeAjdEM!kY
zH?FFMy3)^crq8K@+QpP?&SjWq&8bK%QEa%ZqON-09A(N)nl$IaIjnMO6If3tap#4b
zt7t`DxK>F^HHbKU&Z4TT=Tt4MQcF}7an2WO{Db!fd%Mr1?b*BX@2VQwG{7^i3$VtI
zY2YNd;L!v`-<V*)G@56D$Kyf?!tW(D&txf^vAqyvmH&xEZ9x*OuyAR;1oeZEz+{s(
zsZ^SOlNH|^^^TJ#JxhW;i#^85A`t&NRiG7|!zr>!?7SvT(j)hjF?kA7BcGK^;q<4U
z-k%I|(^uD>>Ca~_s>xwjkOWm<-^2*kMKmB+#3I`ISr@OIG)Z+cNs3;TsJf^|sYWT?
zw~oWS+@<tnH-|FlE4{LD$3=-x<FLY0SAF>+_$6SAsEkw_(K6O?LO&|AXz^vWR|xkx
zXq;jiFLxa`j)#LeDg&#3u%4{Eq!!CK=%rT^GGCPt<q-yAW5M)TjN&0?OsK*Z@B8yJ
zCx5g{RmGLNNM+%Y`pAEeYhmU8u|)MkH5gUyy-M^a|2&mw&>Rte+0x+i%ktcLrh4CS
zhQiJ*j?;o9PfvB6PT<Qx`qz1n!tOI^KVtB!qjH|idMVdf1>aatd|+$~QHEW6vW@NW
zSAQP!+G20C$C6$8lchM;mQ|N|r^-rkdoC^<qW|$5ClBc}AU%GjCgNx-;%F<PLzD;h
zEb~d+QtXQ}A)LLV-{_m$>8)&|l<!5*c{|#NSL8TXmu_${W~%QKypib17H_~?<UyIL
zeS4|$9mwLy_S|>F{dXyM#~bpbkDz%8x_GfCMK>^dj|m0X=7@J59e>8hRhe?3vmen_
zP1ToRySxN_b-ar%v2%COFKpr-opPV^w_k&%dxblG8jp{<NHSdaWz$8+@T@EGQsteL
zUx4&*6e_~51=VY_Q$|~r_0H9BMJdWgy1jlgT{RVqr)vmtk?;2I$EO{2LsNzPJJ;x_
z_r5u6Sh&0~HWyKTH1xdp>A~TL$f3oKGyWTcI|e&14aQHrdjGqD#}+?Q<eXXj%|T9i
z@$x~=FN=y_DssAtKCWVnMvUW&JBplhif<j{e5%+R<g70$eznMXNn(^%7XPEjxuNLO
z&4ZlOpd&cdfgeDs$usa}E#$^;4*hY_qv)t_3@-lN5T|)a@x~!e=MWV%{nX;0jC4L$
zylSLV*#NUTJNUErjC9_lP_Ov2e;(=FJQP2FJoK|~jCB4s3_o8T_JyyEa(+7e6vt^C
zQGC}Z=hhL$w~cbLBeEy~wL0){M4B@H=S9vvQhMY9y!lblk$)(1UXWL_kHM>t6#rzD
zbN0Umts3QY434fG>8u)Z<g$^@14D{m8sU7mxESxBFD~9V((#5C|7fJMap(_=@ak73
z#ZQlP9xf^V-AL!_!_UE+8%7i_ALaaHMDc4Qoh_q~F{t=2D&WI^8uaoI=f%OrPYrRJ
zh7><A#93aff+Oz(p7Q0QzZ5w=Lehse7d?X-tQ}m8eZ`&BME@9E{QY9*2gHhvLy9*Q
zJ5SKhSB4ZnUhLdjd?A;UC!@*pidTWlMa4fWc79TH*f)!vWrK=e8RFbBsQAxAoQ;Eu
z?;YYiIjDHu5NFHaVub!_aB*X?vv$b06#w2uZGPg|FAZ|$)V^8de18xgQK9i?5E(_q
z|I6ODz*$w*`>*rZ!-xoDQI3Xqu8|EzHYn(j)E$DcgAO|KxJ`xeno&?*!C=_MF2-m~
zfKp*$VNOOlb;+hK)!d>Sm2~owPDM2(-KHY%DEw=>acwHf|M$1nZ$0)td!0QXSog+!
zK64)XyVh_0*6+1`>#_Iwb|Ai+3OWMuh4imb;l6C}%Ru}f8{APM4rhZu2VzICSrNM6
zQq=e?>?tEUQ^5he5~+`8h`TRkg7;^|`?5IYN5Xn*ustJ|2k*~-YVb%#Jem%^lo6lL
zD0p}d^=6LQloG8htJBw~g3qMH*ZJ!eV^E+e=nll4so-E%d_EO)XT_tbU{6-unWpQX
zOOsT=z(7`fAVXK~%>)ky;;Wh9fk1pG6WkMsKGscHUC^2q|C%blGcCT%y)OeX0acCp
zVw#wfT$lZVu5C-d@#(bq6JHyx9Ok#=FkdByxlcOGrnI;{tz4?&{?x6I&o7{cfT}@~
zM@ZTKlMRjp;*NmC`JaL6`0^>i10%$Y;GPlU-Q*j8$=uL2LTn{IcLX>5VuW~reB)~+
zHyj-y_K|P&47uSWW#U<SXx($AH?)_D?L+Z#=g=D-FB88!9Up&l`nrQ<;{G$>JntJG
z+<B(>`0(H_WukBRLl{<}i5OQ|qg>@%!^u^44~MH%|9qI(1#=!owumcV4T6?4#E*mE
ze};*#mjqutLp)v*+;fIFR5Bgt<3oan&kzGcf*+nCK34ka6fS*uXz-^q#FvH!|8<6V
zZs=QZ<=NAN*5RUMSa9cX@zdd8^tfE;)!#_{2(tZjCg{kD?~_!Y$pqhn#>sD5v%%pk
zoO_b$XrTjMwmlVmu0(t_72I7SHfMszO2oa{;GQAmd@V!B#{Z{89LWX;OT_m{1<xQh
z3=t2Pd`Ox5DZhCEep7lyaE-W5>3#T{FThMF*pd?Wv40Pn5X=|Tf-A)uRif;?|A4vv
zF&#8##9gFjSj)PJ!Tlv7AAF=l+?oo$S0c8hf`>}PcT&NhOGIxfI9wv`P6us6#IAJk
z(IMhj>EQcA#6UWDc!>C7Ciu$`u{RU^zaiq!nc%afG(>GL72nPV`%A@vZ16~_xGM;r
zFBNS;@at0X^C0-#Y2ru_+<ltZQ?e0`iT2MM3qIZvY|V=6&woB6`crcbWyFuuXZ<82
z+Q|G+r15OLzve6$<lFG!hO=OfcT*2PmpbeAK>V0KKASqLH6TWDHGS6CaFsqjn?7ql
zu2N4wmpSX#xJn<N&78Fnog(6&%bs;#iTJN9MmTC{rE2Iy0XMV@mARouZ9~1bp+DM&
zwt*x!^gxMesLM9=3tXi(pUs|iv_#w={6@8T4n_NGFW#0B2UBSTtFNRphtpygYezcA
znBdDPG5IY!Q{r(}?1<N((ru~h{*V%Pa0ET$yir2T4OWO|E;D?7@V=B-8oWz<RM&cY
zaDNKc@{yF-!<Wvh0-@T`Poyyn;OD8np9-E&3&iI`Y4LRW5-F6@Hw06}KcN@|RC+=1
zMp5;Og3srp(ayB^a4Oi9R_Vi!Qlo#H7SE@GpQgq3^i8tHnIBID8`9!_nFwuXzR$cX
z75pqEKA8%hNQonw_a$hrDfo1XvL;pc=c&99|DFzZWyN#peM)v`B4Yg^OLo|o6<t|1
zP@MU(3}p<T$<QdaIr|P-{iWkUre^d{Qes)~XiEGyQ@wCu(3=%sfURR_O$Q$f#KuhU
z)j)J)aGTA)Wk>hP+yOQ;kcC^31oH0yp%tT_$dXi%j&&2IgQ?NaqpfssC@cPx`t{%G
z(d~f%BRc}|2U6vh?C75d;>!sBfp|JgcMV!vPfA)}x3ty=L<?4~X?;=B!chB1qIE}h
z^e+POm2B`t0Mlh!m)rp4y`z7ZLBbaNEF<1WY<wg=dS_OAGfm$0399;~%;+CvDRFry
zD>h|u(gR#vqIz_P<l>JR@ki>>9qG{zW?_rLzh=e1Q_b&WM)zmM|73y#5G~hyIl_a0
z&PG3)rX=Z0X~i&TzWkSj{600hD=qF#2fNdvm(~69c0%^1M&Fhehf@It{CgM~`j&Tn
zwnRKu0vHrVUXAxfqmff@N(DboiQBl;xXW?<?V~p!2}%XO$%s#<=ok9_Upi>bil;Kc
zce8Ns;2T--@vO@8hFysAH9@Udpy-ZQ^&ge>zm!FNTwk9KpueZn!7sC7cZNRqXQVE(
zZ<5Tg_1sI=gKVlfRV6Q<qi7+JftMp`vV~7)L~G{!VwJ|f1r5Gq^s`y9Ar<@(!XySh
zlBSIHXgYX*ARd?5>+RX#&Op2`Pz;Q}3WXMqehx!&D)@y=)R01^gD*&f{cs?Dn4!-f
z$_5{&Tu4<qM^*YvhAMrCLMx?+-(>cNod=Sa1=opx#ybRldgC3bjcKEe^HgO722@65
z_)=;#9_a=Pr@){(IO_VvaGuWeS>McxL+Rl2S@H8s1&n!s!}bNLr|?De^xu&?gNs0X
z3WG*g?8yX>z^}5HAfxTFcLbR9prNnQ)JIK*hEYcN`e3T4SNxT}KB$NIWqE|8MPe=U
zef7o^66)L8K3=^!b)8fwBEpBra9gs$P9)da08;uwHh5ovInor><KH1;Ns9-#=IP+_
zvnlaS(g(@oj!dvSBfd>E@U`?!cA&j%MsRPbcmgSNsrWTg=2CLkJ*6ZBA(}HkNq_b<
zv8|;3uG7T&A;GPuiEj>>fGb}uy;HgUWwU~xmr{`Z%xUDNA39C6rh~tfBCMhMotZl`
zhfWjwOX`1gn&=!7JaU@&%aBWO<qx_#1aXyEq_~=MO$D?9;~OH{QfCR8VcbDH;STH%
zV$d!XeX?^HtxLr{nU@RkEjTb3&1?fJcLv*1?>|j^xg>b5R2(k337=a^Ih+jt$Dk!8
zt`3^S11yg_Q*RGGJyfg=wha|KsI9%J;K88?efWs(|9B`81T_0ZI{4jC@c>B;iNTiB
z#qW?*VkVdk?mrzd3oQIJ8+`9{@%|tuC>{Ls>68y1J{>dF;ND^48zsRV!^FXo)xR7j
z`i2DU!^Gy&`&0Px<Y~e8hKXOD7Cbaed~N6>NMoRssy7GCC76HzF2G=j7XK|3e4&Kq
zFP|tuM({ZL*qsS}f&o5LF335)T>|4gs<d#%#9*DM4Q>=4<PMfqV~zOJsb^F7WN4Zt
z8yGza?^gvMPK(CieKfZ@SBRfrf{2Mrs#ca5J|S42!ti*bz&Iwa{EZ4~Ckg7qB}PzB
zN<n>-1chY@F^~!VSR(GsLQqKCpDDpaX+R08>`HWcXX^8*of$P0K=5Zvxt#UWl-NQd
zK{oMw8dR0%{zHAxmlp2{zMmEt@bPFctY&;RExw%!wxz`umh5e*`qyF-m<m2QRO}`j
zLUj20Q1S6JEac&I@Pnb^J}TLf34Sva`U^gWwGGVhPe;mz65qxA>2&d@ENtkpfR+`0
z8U#<sC68N&i7%D}{ilnbk`1YE4HJil1RokE?uHTJ%YoB^-NVFxpB8*-nE1+2@We)h
z>~;<%x6%}zOi_jl_e6$!d-{(M0)hwf+<zn4{3q5pkn#rmRo$|8p!d5W8z)kXo({g>
z8DM-{6C9y<h9W;t1^1@K$9SD5nwDSjD)j&Avyf@u{Dst0CE~m304c{$F{2N}U(&&^
z0`bXA#p5O7SDD~B1pI99?<F++zrRH6%LZ*F;yGm9$lhrp3*FRC41S+MLjQDz68ihH
zB;*fb0+*t!2qQMKBIL=K&+keH|AiPVhaM#Kh|Nf(o(RZqzkv)SdqC;mlb{Dqf?g@}
zW*TGO1|Dt*c4d&82ajf8TR|^Arvu~_&!&TIS#f`c#%r)SvJyq>(pb9rVCog$Nr^wO
z`@DqW{+M8EO3Y3FiyEF$nrgWJ!^ff2HLpj4tCL$7jr%MY*P3#8ve$1@aP$a0_j~E9
zf^lLB=%Y;N^IL*C(SYkfGUuj7o(sjk6B%{tK4Km6MNmcG41OW5-V%I0m6AE^)2X1%
z;?$eWt5WBjkEDG|>e4$hso&DVU<=v&cQQ49N^44fE?#6FNE*Yd!QQ%8d@)6neaYEK
z(!*48?6y?!Kw5m3O+2nN$&Bn{$+TamQqK^9mUQrxl}YC8)S0iw)vJP~sq686dur(0
zSPVv6T4uMVF6~QW+{a0nU(yiw@l4GR!ZNe+eP8O*XVa;tsVt0LAQP_nky{pgz3e7j
zhvWY&o%#tC*^vqM=^|)*=+pp@J;dZl>sFV4I-UACl}A#8Xs47<dMS#7UiHNPNg<}r
zl`;fTS?84?v~W{ucRGc|JRu%W5B;Q}sjT0r$8|11L3qHIQz@BOBLlrp3)I+GV*l9=
z2U{*#_NAA?QyRhA^O={WhFuW6Ej1fo)&`ert0vD%EJJd9^PA;T=nqmUbPZ}oCS&>s
z8rmaII6bue(sR(@^}%ha6c$YdEupT`?AvIOTrR|;;TLi_<Bh?4QnWDhmDJGdjqUiZ
zC-4K`8PO2jp28X_DDFrNUG4H(IxCoq%#HMMLdu<vloN^KE@~@@rkrQEO9)m5AzrWm
z5a!vGdp<Sn5;SyWFcaz!YVWLrJW+`Lf1!O;Jha7ZvNAAG0QmPwT?9LWdQ+)z$1k6R
zVn0u92gcSdj=p&9hW8xf_K|~b$X547?)wF;(JLD|>p~?$J*Ow6Vz=&=zLx%c%bcE#
zHF6WzDewMz(}=IkIk-_inTs}eY0tRFdAgSR;V$nZQ7iDUFWQ-<7VFVs7oKs`i8ed(
zEi>Bj15#}uM?a5QI^rw+^fA9>En1k-j^}T8;Cts3;_y-Vw8@Qlp5KOB+C<YOsvuaA
zPt0_l#w2%@+rm#T>ebyE@s*mN>7N-h7vmp26xsKU(?Lj{@<~JT*+h6DrxVwWnEenw
zpP@cq*fruqop?w!pEPhSIz&geYh@<21et;1IX&pN!?^mvJNq0dpvS48!u@Xd7YJxy
zIm9InBw$mY`x0-h@mFK|O;22+1~%pC(QkMc;U8>snl9ur#Fe%%vM87U@B8yFqtN53
z97)kLt)iFabmzCM!DXuaV^iOyWgkry)|1&0=OZhoGWX3k920l`dVNr*F(BYI6a@O<
zki8HJ{%7<-3b^)!?Z`t)IY8~zNM~f{3x52|6sm;GdZfeB@3dNx;PItsGW5%!rcRlb
zvt}d_VY`d?*<ke&t(}wYYx$@jKIr=<xwK};zAH0!`UPt?>_!Q(fNkV5=311Dl85RI
zT&1p3X{EXv$DJzjlOApwuP)>nfHthUxNIe2c!m7jQdfECrO<f4`evB1r**9SRotgT
zC6$iuY{_a!s!N7;_ldVH@>c;n^Ox21+%yWUbmm`6il#oIuxap6mBdhL^@ZT4Q^H&F
z9Nw)J7XFlq5wPVn<WB{jsrz9YM`O@aIJRhe(Z6sSEgd>)BnuY^5y3u6mBX76e;GBM
z$0Gyf8_uImdU(xi_)9rI3lrXH#H1iO5aY6}#{JjPb`zf%qfl5S{f&MivxR;i%Xu(!
z3x)~laOP+fl%c~V>83BAqBm&DX`6m%XGXWWY*n&J(soPgd;r%pP5Y6E+ULd^?T`TC
z_2wYQFj7eU7-x>tEqPBVI)is9c;h*IG0t;J>1dm*gI`u0wC9BS^`eeZ8xF%)k2B_;
ziZRCYBQeIt2IaV}kNn??Bw@dCJTW2>2l>C?qjJngpThaA$tWU2Ips+@&c%$~$f^`N
z;w#czFpo0QQ{KrxVyw$43AzClGw5EKpV4H8o{)^^@*|HzyG|I!*G+Q@#xX}Trqwdt
zKi#4q(b^1~c%+^QvxS3VG1+jdX5^|a)vaL$F!temOLzXEfsCUA6On{WSswaDCZDoL
zon2Y>pg^}fc98(pZ#+O~#;*~{`~7`)_%kh&1|esGfqKNYPKP(2wV-##Zj{`0^aza#
zW*pQlX^WCsxX-#GyhkYOyrQMdl#5!fu}v-cuxzxR3sFUp#<B_+6Udm^sU7L%4?n?f
zHTN`uK*^uDRvY^5YT{0jlGE5Zct$(y+}gOK5G(GO38m?-68IopK*l=VBNz}RKbm!!
zE+P97xDTLdwCu+w$^)Dt|7l7S^XjlT5*=FnNQ$D`15~BB@@UwYOCdFj8b!%S<H<fv
zuQ*tR$`UWy24!BVt^F?7+G9%?e{fY|dGly5taQyARin&|;vOqOas%_AIRSWducDB)
zah9d=xmfa>gt}9~5LdJ%>7$yoyw)2c%nl|I+)gp+;ngKzvHwsOuW<81%`le{gOp?n
zrVDY}im&e&v{ASl(~NYEUF6WVBk~qC71;C=C3S>O?GOZD&Q8FwH*(VSDwmFq)ofm<
z)(Qu`7}XA<&~5mAhR%qkIGRpGtmi_B(x;&u;|DerT8}iwBTL8GpDi1Q##^U}4K#r=
zW*M#TD-}O)BQI8QsYU+UE5d+li7==cXv`!-5n1`#QkvJ4N!C(s5MOwF*YPZoj*}0B
z%0dlcE7Pd%g>3t{<R$4&nInJw>+oWTX(Ph-dZa)2ufb=d0L0VQugi5Sd0mUIrhUpD
z+7v~0)Q-T~>eRr`$-O~cQiZ3td`r<(U%xJ^ZJMzjWj;~c@~k6&{QgPkS^UjU)ifW(
z#Tk;XEm#C{_}Vh36%@MNOT^)p8TW#x&itk|-P3VDU(0vZopD-X=#9%8R;9`g4VUd~
zHMX%~?_&HO)0AtY(l78TJL;=cyvLBZtfm{w_F#SJgCsk-2>~G#78ud|EJ@LYDCeZ_
z^b3K8?MKulVXq*RVueOlv}?{SGUKq#v{1kWDY-<Bchoo5&W)5Qcb4E-ojsdtw5S1c
zkxI1WOU~b$-!k%B)Iof<OFwdXMAD;dTBh5IjTY>?gfcg@&3DOhN1Z`I+j_{iOg5o?
zOL{<9Dm2Q+MkYnEKO{mbY-~N^{{{Ls*|vk|VEDp!AzmQ$_z0*ZJoujHWG+qGBwK-W
zw#>mlO~;Ispldz*VeLgmi{omIj6I<_a<_8HA59yGN9`UmsqVF35r-easK~#oXydiA
z7AM@|Le$HR-5u8|pESID@+#l4$(iqdm3@|B;lxVnE}x{ZXuutkZ(+f~LezzpfsHjs
zu|=x)^$fQN6LF@a$22Pgxi;Z3vSZYGvA(DkS`{2(`l9)&gpDD5Ini2&WNmLP;I(jB
zK!uNE<Tqlap}5AfH=gH2M`^f)*&*!W_*SP`G~U%|YU&t!=GBDtIAsCan`NZ$#oA2K
zND%dA*eHI+3>}ZtYgo(tP0KhEry|i`#{sSLQ!6Sq3n*%cQWq-Mi->fPh}19{TSbf`
zVqj8()5%y-(Uwu1QTZ?k%4pzh&WfYS1lX6{oC(&cB@(h<W0B+uD6|FxEzMM7rh+;;
zmC2F?99riL4U9G6O=rEuW`|Da7ueLVs28?_PD0pIREMkcawS=IK3}06FWgfTfCeK6
zEphFOX23B)kD7>|1tJFXK6WTMF{Q)ViIy+<v5YhvG4PE?dW_m=jJ|W=mGAVuT=lcA
z+{BX}=n8QPdzdXV^a@wBFFJCxC|j{iCb`8aUFr$bi=fL5hv&niI-t*X=(7#_Y=!@|
zA#>>sCB1WKp4;hOk{Q5^PS^%&8y_&rtpr*48Lx0}I1J;Wb69j#rlxO7ol^yQDldnT
z=Ic=pY~UC2+!I9dG*Y|d%o-BD7EFTWgj~)HLB!4siPk3Lyr5l;g936|h+>9$*(4Fg
z?+~`+EAyMKD8+jf-plY_o!>OG9La4S4A=ANywI#gd#~@T2Z-=|&z?Z3qSGg@L&J!s
z)s=8*ywhl|kEj&5I6rB}1k{);s9%R$9h0rdiVj_R%$M;O5`fC20PsE&ymLIzd-?Lr
zs2is!ROFcZ9LFrZ#!`W<_n4sJ9Cg9+NbRP^?%I~8AH*GB=6AI7w>{N#Ms3Tl^$$@W
zdc~o$sc6g7`bup}pXnyes@0N3Y@&uE?wF(Ncq9i<GKG5d3xlb?-jcyr7`+;)l<4}f
zb^tS=Qm&EUvauz4qE4mj7m|J*jD~9Aq|lr2E0oHioxw)8A`62SJ#$8eWz;b;RkhT(
z6jd`*<Z&3*+(H{gPys%UeTbgrgk3;-m{Wel7rKGKtRMm^LxxuBl)=T0@9a~5DEyE*
z!$Opxb0&&$-q0*8->s~Qymu}1yb*d{j{~Rc#fau7N%Hi|yK-r51|V0C_^PFi-`JhA
z6(zf!{)5?#a*&h1q-n&0MXqj?Y>#Y;QQ=LXAzf$AcDzFe@a2{|I4(uDy8NN3#dU$O
zCkH_gBK^wv;Igb0vetTkb=a`6;!_YgyP}s`cs<DW2(ztF;OvoAqUZe_>y(WY=2SY5
zkft<{mvaJWQg#Yo<vV>ZlXjpzI&OqVX=G#4TBtBShE{j&7;UC6bKpBNRp`xYOP1}y
zS?WuTxzhG@Z<=N~5A|lSenw8$hl;c`Rz8SbKb>XBAgKiqat>wTu-*6^wc}qur~Y8;
zSnuOP@IH#Vu5sdPh<-Sqik<<D%UPMNoDBOU&K62;sk_?h(K?pk!%cJKBnelcW)~FE
zi6UKcB{v+()Wp0C<_+0fYidCgvKd<Yq(NIZN6V<7r@zYO&QzyXMhnTJFTZ72S``az
zIX_m@16LMd0u&w4`pQ!E4ip_U<k9+unx67-6>0-jq-)__gk_E^6m_^zWOfmwIg~F|
z^j*#2D)B*fOCNib;ggKI^99|NC-xwey0T|JDu)Swu-<S>k63eQv_Hj&8l4<EKU!_m
z3{no*jB*b5!8u}kSqGh}Wbd$E=~@{+hmPK!ngv1d@H(;&I61xH+cC$;6Q4PonSVX}
zz72lg3fAzh{S{**Mm;%}8N<TYzj_WFjg0VMp3TcxOtbk@*(6licPg9YOyX2FiJ?XZ
z_LG=RT0evjmc6ieXK4*6S|E8UCxk4_iPuv(A=0^1IU&;57d<D8&-`Q}ja<^n7AWJi
z`GlJ$%JmP6@>$GK37S9H5?tZ2>IykCaMmfp34!OEUTM#nY(Y(rFip}7(mVhTCJ)j%
zExSj;HI+J0=|IZVj)bTkc@n7DUQ0Oub*|7{nrCBJ-LHML=E)QqYqxE~jtO6bbetAA
zHA`5a*fQryUV=a)ZuX9VIA`F{C7?w!A)F2guVxgl=d8>X%;L>HNtu+DOj{L0X4Sxt
zkbI%EHNA(XqbumP?g~j4fE7vzCBdT)1w{t1J=u%ZonEn~-Qig(s#>3%3#(ku*>%4R
z2QDX|>u^FjBPHkNl5bXQyAzq*J_`0bL8J?ZpyW!CZVXD1SIzfcbtX&gXm>kp;waYz
zD2q$FEKf{lbUKR1F{j}!MR~5ZyZNa@r#C;f)l^kCZ)s~)Iw9E>+xyqbenIMwF$~Q`
z3=~>PA$@JQrC&6ih5kVyLM>C0arft2e)K%A`<*N{L%cXP4@TG;LaXo2W3!XILY?~~
zCG@~C$R4_lqFNq?-~Pt20!+uL1eWCH;Ij31S&9wAC4dvDcj4^Yh~}TD^%69p&4*0X
ze4XC1H{39doISNIzi=CoG1gSU>ZMCTE}v-HnGljt5FL{DvVwA5#i0pA*X@qGP#td3
zK{o8oVbR^5X7F2+vi8491j2e!g>oOg6Hy+gb#+M77=coaPwcfV&qyuVdlzWvv-=Oq
zx=0){>_RVi*J>hh_L{Gg9$7Qhy`UP76gOYPtwxWF(l(k@i1Ztdz|?<iU)#HG%;}^e
zv8OOT6!_NPOunIct%kU};LHg5I_#UV10z;HMte%tQABHk1c2)*07E6V_!fk>$k?rJ
z@25Bb3N{9W2&(aPtg{<Jwg&CV90KpUWwHV1D~(h<(1u1TC!yMKnED5U<Xv~VdpNSs
z(1PYUP&o|Ro)6F|hF66}KsgSif-vvIr9+7JQUD>Dz-m=gEm)Th_Y30D-Ta##fh&zX
zW$cDeI$J6T^+@x=Iiy<PhYGBngk++0?I;$ZGNi#AS{#4|$rO=T%H$KD4Y_bKWsX{q
z)#{t!Oj;$aUd5R@kcH4;_~B>6v}r}Cn9{DlsxhR)eubK9x@uc~9!`>aT$7M1@<@6j
z)=!C`lSH4RIz`ql*S3u*9GVA&2;z$AE-n>h$WX<hi;Hg26_C-3D0PDzi^`-H+-!pF
zH7tI+4*~f*`w%7-BW)@zM(u=-2TT2sr{qx#HY42@8luPZ(54K`%aKG2qJiUpat<x$
z9#k5&*r8xshb}ED9VQ*We~@?f4~TnfizdfIU#Z>ryF$3f#4EP>yuCI#nacJ-l2_Jg
zX9s5;CZkXNrcV^LXr>|egTRp+T5%a0)oMo;5DsV3J%j~ytsvvF!mxJrOvKTDOs;75
zpumCEeRhzWg=$1Ht{T4yhyW{jFz#@2dC#0=-rbZVni2l>>_FSNoV=7Nfe&VedID^g
zTN}L1CfJLcFVH~G=40H&Gd7>_J>!RZ*$t39o!EV1l9(AW%ogx5?h`X}UB|F3j4{mV
zl(QSWX)wFNuMKe>L&!Mz3Ecr6yk!r*q&qX9z+3Eo6rFWDV}dAJfdYh`Gek4u;y18x
z1XUxqjwX6g3=JR{8;nOtcb5wl&XXg;<DQeOsSM|@<yG!&WGC3IN<#)Jr3LReMz`YO
z;~3q_?UmzKn+M}p<3eo5Q999%Wri?iVK4=XNXR?lM~rB^R@PZOuQ;AuB)$&uXtFl2
z`nSC@=kJ4>R6)o_n?>><sSdL(fuHQFE|nV(B=qQG7v-5ul{XimXh%)T(>su-w?9ZU
z)uckMp|#5)H2?eGp@|eiTo1Uw#I7@q&)xaQYPzUA&lfR#nSLnq0ZEztc5oJq@3w?=
zMqD8~Ljit6<b5q#_->y(ASdqzqQwC$Kbm_@`6i)0&ejPA88`BEAZ;dkz0UJS@fCx%
zJYU>_4ph3VNCxELJ>r--sjqT{L93Hm7{ATSV|@Dj9@VKl1PAgTol*@@FhWn&TZCbw
z*bc2&rG*W9Y2w0T0GQ?l74uNfnt?;F0NDX0z&^KE8)^oqsR4S7-m0gp9fYZDsd-)s
z($S1QsZNl?ru?dn%ESvap!kc9ZxBAu+|0XLB63@boXrBeP$%7SGNO4sSr&a)x}<}~
zh%(lG6jX^Kg=diUf>N|J$%9H`csI~-od?rhBJmp4oh+ZMfFw@&B)JZJ(h)|CPezW`
zz6h?VbHT7z$=LJP^i8!oMojha`b!sVzZ+``<;woCnsNoM099V9*WNdkv#H5#eD|>O
zu#EJcO(L>Mv!SMs{0j6z`?8w8cekmQWI$C{vG6h5ZA?vYzzrVODY-)W>;`bdm6-|Y
z7T~$2;Gv2_nrM%Tf^>-FhP{<`b3i@d5U~<#breVkcXy6iGcwV(pBjli(+jzYiPwl%
z=8l&ta5dnB9r<-rb)Lthfx<BfF}=Fl!2Vle!b^Al^@mDsvKseAlonZwQsu0exmqPy
zA<?1}819a7ElOvVTk<JI&a8^%X^fU4#ah#&c|5k8?%WtFt#8spH<jzzzDh(aS9Uy;
zQjW%j0Z;kpDAk9-4_0uZPwu0?E=Rn~7qhZxOBt&vj3i_SEkpx@Bkqz?!XYu?qI>ho
z!}5+7^$e^YxZ=P~Sd@l~zm}Ay>f3P-9q*AOx8zCVa0la9^wlg3&W90qP;LlcX+x#<
z=++B8aeYh7&2gbiHrK2$F^O0sHzm&S38`O^p2<=;z}}6_Qysuq`w|tYF01K%Z}`bE
zolRpEN!Tl`HAil`AQS9C;`z*WN-^jx$9rGOL63%%-u&J9-~ZuIPJaA7s_VQC*4e}P
z@N@KA@huRV;v80rm1Fl|Cnmj6CG;&IBfda&U~#Ia=v0(B3bMqUeDgdnh394@vB<N3
z2T%>Vc3a0KnbP7i5ye*|?D{@Cc_kb`fGbmUO;e9@WhSDvaB@c!JsHqr)nyQH>}dtA
zZHz1@=~9$vfgsJ?4$S&j<P|S6vc#+>bIKehEX`bJr7*jgg+$p?iV{`EPSt~up%h({
zb};SNv5(N+5sf(*3*>WuhT&V6Dejhy984fnR-0|TA*G3Y3iR2$bh9+Hz9iH#uB@iR
zH-;B^_y+RZTX?qw$w|ufWvD=Mg{Y00917&`Yv`D2MlBdv3wftBnz71QIqbOi5!nd<
zId`8KSX*XvqcXbY3J$RT`WV=t65t<Ozaamg$_-=8K0(dLWS1vywp?*4Gp7jBaVj&%
zRF#HP+~1uvYd)2k3pdr!nR$4Gk?u~%Q%>cJI$Wx;(jAn&t3s#pMT{jhZvFk{i!pX`
zOk?D!+>KIKm7C~vC7kx1%H2*#?xu51EXwi>*j}+u+(810Bov8TL780m3V$oO7s)v|
z!?Pzj8?wo$zG}8hnGL(15}isQfo99lbtxCZ^p4&Ju%>`V_Ulot4ta5hoJ3Q$r0c2u
z6!&{C-HCDN8fACLoSocWMKq*ZI7MZr>KkjGTz|`xLY~3z(S+qgQp`6@B#@cl|F+IG
zpFx^JDN47K{LA{ZJm)fkp%*iRa6ufo{Rdn|eH?I;C!pLFgMN@6IP@M>M+=4;((XfZ
zYp{<61k3(lNWL2TOln@R1(QMb^oxFn2FS{`wX{iboIfaQP#IS>RL}*W6H`p|bVj>+
zu<eFhI>nlqpaG0Iy{x9AsoIqX)<*fkwQ}_XC!fvCiSPIdFNsFaCgT_A=w^t}4K_49
zp-G33obGkeb2sQ0=O8EuYfYbKN-eNfVCqiG7pO@m*hwBVzp_*?-HP6MQSF=!w6YmM
zZAcLgrERnf0>V`?U8BAMcbAdJ1X<*<>T(W{wCj;`KGU3t0;eJ4=q2o{v|wCtg*`mF
zPKQovJEAb$XTREW=w#Xwvf@xjP{TdcxuqefX1F0C9_yM${PYyuz=wFLGra4>kO~!Y
zLTZ@S@`^4~V>W$g7V0^oAeW-`q;AI@@C#C~KU(-hLFxHU1y~0)8M-1@z+_}#uQr^Z
zBu;ZWD=BEp6+PW6f-OQ*-g2IkwnS2Cp#>cJrwHsRsmQ9M=x!<1zS3UEa;Xpfp4E3i
zgRpJWt+JD5^(;5lfHFE}%!q+_Wlq@l!v4VD3P&@?{^P9o#ColgsJ^=`W^GI-0=8e2
z9FdvPNquz&pqsp%4&l?&zPhdZ!i1&U_BbZ2hB_E2FUz+e-i0dFbU$;ej52X8lQp3{
zY)<Xv<NKhvpn8Q|5S4NucrWAvuG1|>+}8B`^Vmd(ZzY`GCYhiGBPPAtWmoHT1jZTM
zuqDu@UBMMy#(%C?)5Fusj4c&deAoifl9N+K+I+DiHpLOr3;v;nVyCWcNnacxf7G`@
z<v|xlD3gJ9_0+$bR&A8(b|_p{BaYe`?bKhf9{`3>S)p;aL*+5z(i7xmi?hjLD$!mq
z+Cw#Ye~zK1h#P8(I7({bzrdoX{)Tm3wTl@O5tGL9u#Sx_<Ye?SahhVZ9%fZs*%ZC|
zSotOb82~rKoexTF=wT~_gLh2@f(n1{d1eHjN9RgVrBH3~(pD!1U<{*`YDY3~`u!@k
za4r&;sEWrnhLXy2RaH6sIi*43gNB3*QE*2xE^4Q+Fs}DHU4i?`$3vq08ggZ~o1KjH
z0E>3H9Z7R15?8#FfD4o6I*ubx|ApcR))BXa_RjcHyAwGQD4NkN=jazKQ=~1}^FV8+
zmv#iNM9n_v6A&2sYvmp~b94Ja>cZe(hPMH=rv*OQ-t<-1G7IZQOB1OgG{}MLA&w4+
z14_UysC@jMF>&brTKqfnC;0$+x(W7^%GywqOJe}63Khj}oW|tCBRZfZ7?v@T=v)Hd
z=^0#>V#~vrAE~F4sd*VRW@@7(slD%+&!oxeXakq3ni1%kJLGleHXD$mBAaG}nHbT0
zrgGa(I0_6r(qZ(1``q-#Fn1Iz9cCX=))soWn&vT0yvQl1)@HJ7t^@gQBSCqqCnPk^
ziUb)#5wYA!ol@Qj4<$b+6y1%o<AtJ|Wdx!vLC<ibqDz~S#YJ~Kiv12*m``Z&x@?*c
zp+S$vByoQ%gf`X@8iXO|_;CU`bS)%CQpJC)#17#mrvh;uqG>#vDMh#$K6zu5t2g&*
z*{r|c9Zsv^ja~3YbON*Fzq`5o@y^KlWIU%>rzWM)u89P2>j9_@{}c-CWtn^7F6u3H
zl;Q%atFXBQ>*SwwT1A6KNH3^@@7h1)2-|}LKM&T!YE|~@EQ(B*CxJ|`P-z%ctg5R_
z3AHsfiY$isjF$ewObpp}QcB*Vh?xHBl$;W+Dc4SUXDCymkp~jc3=~d(Nij59<O}2=
zmzgeiImY>%j;0B?VmhpnKa4QC0g5N+p&Klt!vU6-WTEh?QM)D~XF^hYDMd@J8c`w=
z(mh4s&`IMmbbw4@z%WCflg@dtU7E_F=Pp{SA-XJA>)&L2{W0rNl$$1>TW~xAL}bze
zMa>|hP?~(|Hm;l49-AMbpe&5sg8H3UIBW`qc@^hUdcF)rB3?lu@(9t1e3Gd>8V|=l
zvA3m_62ry@T4+4!I(7dHdzX$CG<}bnzLD8r{6=TF#&L9QkDZ=~^HJV5rS&Iyy0`X8
z<k<0XxTjuPJmrPLiB-x!ajUs@ReJ;X-_2cYNvov=6JTYtCqGU*_s5>#FijKK7aXSl
z@83OqLLx{HVox{b9T*2`F<0kml#SZ2e{W|(vuXq+AF4p=*vB~-1cF&&Xcdj*1Xzph
z1RMcXW0B1yk-w2Y49H|ss+@CKGfL-Vc6$s%2vO1T0e$-4tAE{*7hOqO4@L(n*MSZW
zovoB*EP~T2d-r1hnxEQrNnehn=PSiC7ugi=UF)51)MT!#4PoLyHUv|mJA7h(v0GcZ
zvIcs39Ie~B^Jcj`@|);wC^W|lKWk3ie;B@I{6n3DmKGjoe~3f4kBe>qMcZ0{l%&JM
z%JB08^2V$_%rv`JJ(ckA969yrR+P-tCz|0B59P+csTo>Q*4uPaWN5jLW(|P!O%L%u
zbs;T6?_9wS+`Db53s6DK{W4&{SPlyHhr2xx(tz1p)pcZ0P-61rsSZU`;uzZV&5-2=
zKkJ8>2;HBpU4!~;+@lgwhE5S_BDyV@xp#*}&=Y;y{1xDzZnKj=-b8z7P?&2fXd(P~
z`fvpnLtF@jsxi}c!#TV~-F;-+&_+>)mZ2Uk1TaL5l$~_)Ni&rb5I6olW5J8<i7_Wy
zbK!9u>qpYV&0-#p8Zqa;rtHB2BsN5lHD6ZKxuz1v`7>>t=C{phWv#=BD75w_&w(8Z
z<k>O&K6%p_TivS7Pc`vPX>91vd|Efd7eM1o-E8Fd&Lh7UF87JMoaW(L@HVV>!*fC_
zYcvSpBHU5?H65yuYfbV22v4do9&<d(t+ZjUIw%&OBDhgVKd<IdCuCz^3lq$8tRhzM
zYDmFY5nl3=BSdxn#rhpGFjlU26^OHXm=1KiroE+mW6dt9=uP0Jg?CJ_WIEQ|?xY@l
zfjEiNf3({q??FVIrEN0YAw>g!>U;S~-6L-QoYFR~Q+!kKYcV$CaTZ&K$=^y}f6Fe>
zG!$SvJ>Y`xyUM4!6wxlORY61cO%?nNLdv5VNe|cPFpC+XpE*tKEp<B&$N(|jjc`?`
z+V>2n@^|1m<c@&c*2G<oKVpNCx1p(reNdc7e`vHf?!|W3tDo4x>yVx<s<cGPPIoiR
zUASYaJ()_NUDbWdKXU_<XF<y}M3qv{i-3@vo<M6d3z7Fd8u>&X0}}dO!$@p##;(h1
z`qgcIf%dEZeE2R-_Cu3FL}{VC@>ErV?6C^=2$t0fv4+)#04}p%)2x#2>+MwS4}B0y
zRNE+ulNOS({6VWN_0RJq{BWJVX%){cp+G^I9<3HwJz`@HRwU&8^j)y&ytHY$opsA7
zlCR|e4`jxVTG3tt@zHnF6NlajCb_8|!>DHXv6@~<_%)J<B8&%)fiUbq`bdb64JeM1
zy&&DQYM-L2?q%d;aXzHf1}U{ZTJs=E%HRG8StRW{ZV4ZrP!Bfmboy)bg3Ktq%VDz-
zlZZuhSA2&+5iB~XDMtqf&_Ow=iRQq-`juP;lx5?abOC&o@BQ#o(uh0@AL^3KbM!u3
z1v&<8n0cyEApM9W|K22>-(|%;@<M)Z(&Pbh?A0TXYu}~>&A54=BswoLIw5&0BaJ)l
z#R8*3a3W-%El|iH_IZqAU^L)?yxExli!!%7l_N^q)`3ArDpv`l6JrBDzbstYg%P-x
zcKkWwshmJOb1El5igPL_P=ms$oFEigC{s9<6HxjvnBSl_BmV#1oWRL6C|^dFp;Mc}
zV?TP0iE|f9vJ+0L+YyeI%q(RoFPY$l)-H&!%IDm9xS94pYR5gW+N}wy6H^Z7p*^bb
z&uLH>lg>(!9KeN1oOFV&eh4L$%Q||uIW?+#?<Z3S(vT5Aa8%iT$IS>zzR@K}E5m}{
z=P>psGtR_}PnM#bP%8rKCpG<Fqp6FtfD+9UeYB+@qRcAOIAQCh{uOO%SoMcbOeV<U
zp}zCN8ZuGN%C{gA9=9e#Mxw=zDS<N`=z!GC*}!N{=#zQa1C^M2tv=P-gSA{tga^=v
zUO5FFkZTBZ8>4(&ku*Q&_QtSuiruqFV+7TXNHB?KC1)*+!P%hIGFpUvo5%Dj!=Nb+
zF1o2P%%BboLMU=p*h!~mAFX*FYoNF<L9Q0cy#^yRlZ;opwNwpSTb$8N0(4fQ!g4Y)
zs6=&yAURb-@W4Hcb*iHFHKiM(XP0-dN_xyUFn$)jz`0`Tw~0_B2F2GDb4GPO7}^eo
zwqowMUasSs#b8|4T-9_=`G)j=c{rS6sv$Z>Eo7?aHi3!(z;!KJbg8uJA6IJyXYEc|
zv&h^IV7&v-B6EjaG*QoF!Xk6?Q#H-c)inP<K=iaHL;uj^L$5^bt&zoG5-7?Tws2Z|
zJr#2<;iugm#fs>BbI3L9KQ!FIHGHy!0K;~klUK-sTjb&r-dT>IB8LKcvjdU7>fWVM
z2O1qvOFK&9-RPkw^8M5u@@DN9lIe%h56GkSYA_zu9r9{Fgp}4Jqk$)<aL;IWYmNNP
z<rFGzM#nm7bjpT8+YTHI%sqLb$W*KD@azir)pT90#zJJ;HsNRpYcT8?Exq}c9~(g5
zrWYFQ9F9zAEz_Q)tA>%5HAg^wARdI~pnP?f%^5wV85lB^XaKCqh~I<QO>3rbs2Sa$
zi|fXcOa(FuG+5}#-V)ZUTObd`PaI`mU(uc!D<ZAG;I-B=DZaS1)<Ur!Cm$>>Ul*L9
z=Mj&Lym|*f`QxdxWf)$ZgR4rodIdG)vdWINL!S7vW$eNc!yKem6Ebh`-p{N1ytu!q
zj-DJj&{8){&;I79SY2UawXzK-M49z`N?z3<fFnk?J=JtZZOgCoEkBc&4!z>g*?&iK
zcj;5dvKLZ%qGcz8GxBm7XG|u>L6l+!024D}LZiyZio_&4EYMz3cs~+Z0d02jIAtQY
zY{uELm$#e7JSUlK-WJod@5HrtJ(fkfrN-yzAm;W=b>Ank6EBH)@xM?$Wuzd|ASCm5
zmIGbdaLa%&zd@?wn2PmVoRfQ$hpA_gch7Q?btLK-$gagySjj@q{T0X95j=s<NTgn9
z25q2~$$}@y(ozY!LJx1vx9~}m@F5TiUN4lEv4VWZb?UDqVrR~X9=3ey&RVdr5t><#
z{AXiiE`(igIXTk(i@dwornrgJLx<j0YzutLoUNeW?dntU(C%JRlS%iI3gsL2uGObj
z$iGaVqXSZZxX&J6bYv8c3KWh)vq)`gQD2F+3v*|A6+|IKKb(q4$>Rv2aAb9<eJ-+s
zQ3>{Yk0om@ll|5H5RQArq*jFc*ccj>hTE>8WrMuYmQ&6%CY<s)jKId0PWhah9{lg~
zIXyxZjW=4`G4pdo>}aPkfat&+Kg~2zCE|5{9%Q`m_+udl#U`T^7eFnh<-(l_8;@>1
z+$oLz8+m$sRLfoS<=d9Uc&lx>ZKZtMvKDVx_sfkKTeE(|*cn?#jGfauV(hi;BgQs%
zju^YFd&Jl^y(7lbVVEyhQ~gbMskhq{QImS+H_0n*T(=yD;@bbx)u9uqP0HI@n-rMq
zF}!p`!JSy%Y{wFIE04{GOR?b5ij<-q3qe>Cuc5S!t<>afJcBGY1VFzRP>Y_kUC|X`
zHNX&KRn9=!d8ih723XW?Lid^U+OOs*QtJ7DL*zEgp$VZvZvDcaCBUNbJu<UJLQ1zh
z>ui)<wXbE(L39Dj#sYgQBtP|0Gec|AaAD-J=J%o5#Z+b}Gfa{I{&f#x&MP~xNnogX
z>3+QUoERwzHBxL9O}RrQ^${ijfzoY0GrCX8TA_^%)TIviGyR=s;!3ou=r#+uAp3$G
zLrIrT?5og`ZnotvXrqhHgyPm9_X#psKakqe$}^@DDkbkOD%>4`m3)b+4`wqNjhg_a
z^Ic<EaVZf*ubCnqp^eBH^wYzSOVel3$wa(TG!|zwH_*1_%cOx7jw8oFvv^+ycb*>p
zQoxB8hj9i~LdL>kMs0kL4g-6)dDJKj@tmA<mhllAqEA{CD=tlGz0xx5iWu%r@L7f<
z)e}7fl0JyLs+Gw))+KvRJJ2*oDl>*z2}1+pgI}$8v~A;NoGlcfCndf(UPkoMOYT}+
zYp(a0e)#VNtss{S9h<fUxG^bCDm9kw+~DzvY^5HIb%32y_j;VV*F%pVp?f`){S`!b
zn+e;Y-`OiwTcL1RcSu4>^)+(5YQtW8O6p|MH6uiPWJTf^i4D|aBy3ygp-}k9=U{ku
z9*>}n{<>JHDrUxP`PJN@K*^mxuR|`Ws5>D57t}YsG+z$K?7{sAJvdb89AQ)Y7nP4?
zFg+6a$EMQiJiV*qIgd@HI~VACPQDLvi=*6mCMyJ0r(=Rl-=jCx;wC$p3)`M1-9=Kc
zS8L{@`Hs)2zoDx06p^aXdN(3cC(_9moQ0LE2N;Id7*ALh21W}rQ5$;o=n0EEme{SU
zNvm^*$CKq6CyVZ2Tu#rEY?L|WbC@!p@;M$U+?mg@%}rr_Iq9Gj@LS~3D>MGcTUld{
zW7xQ4!g1J$3v$K6M$nk+w5EQ6J0A~&g(5gEj;bLT@F}M*-I%dseTM$$bn~Gd(+5m|
zdk@W32(|QRe#<RoQYTn=87db%p7{z5IO@(Z(2A6xQRta%RKi)Fz-N@?%s>qupl!wz
zkj5|Q(mBdV*bX25!y|-mTZkn9MEG7sJxn2P`W>cVM*L$o6xKtu9?}HvRl%AA&1UF6
zTlpj0F&jUUB4-A1X@N9lvLXEoq(uzNkO@aunfX|IF}%|1n&#WQ)1nl*V?=6XRc4$@
z={#IWwy0B>dKB%Txdr^Mjn)RSFti<X@mYy!+Q!Bw@V!-kC%+8u2i9&`2BWmcIyYYX
zByys5%89CARVqBFoahz!Wtb=H@bW~RbGm~zh>M@_*wWY+PJfE^(B_FOWR)Xw@+Y%A
z)}A|zV@%^7D=|`<Qx4%EAi)RYc94rN-O%0op-=!_MJDJm_EZ?FpgW(v!X^sV$gJkc
z4vWvvDJ1mxPt%d~V2|N$6w4FkYTxtEk5DyEc%E4HqUVXOeH0i+g)t6VQjIeZ)|))1
z(sR;}7{pqW@{_o6t<q)RIa*1!4x2ALT6v5W*m^(>c1TXwPj2Y`+Ps!7<=#Aj(-Mok
zJN)w~2Fo;I4|9cw1{L~bU<l<8Dl(KyCe`ebt=)v@s0&k#kSR!q1A}%y!HG@OX&G>M
z>mY9?n+bQrQ?rAKKs1$90k&|7FfIc5crWN?xQ~&aa{4<m7uT!)&s&SmMUFRTDj1E(
zgrjj1kx;w$G4Fwpqnhz3$|a(fCLF)T&bsUmXVo>mA&Lqu%vT2$VGxQYAwnVIQNCs(
zl-ja9wmnj*i>Um%Luom3s`xEZBvg9mC=x`FhRg77Si@Ij=5-XL@Vo1sh+PI!5B8JA
zwOp<4)Z>UqqB@f#Jp-4k|GXxosyWZ>h~|UGea4sKbH~^E?%Q<X*ZR^S{lN;5uWgxw
zpe`Sq-Z$l%DRs_xM#*M;hUeH18zy&K{xS&aMFZ*}av|RPBrQ}yKHXrh^F*wfm7b(r
zC^Qbp$p}(NIs6*4@QtF*IA?tn_GDI4wR^@(zgNTRHWeu2(FcodfJK#|xKtWbEu5@1
zvy(*^Hc|<3DFc={C41{w^CU02?UN4UHk~KCYaX0GqYvNVd?srP!+=uVCV&mPk;({_
z0Xg0HJ=#%+W>fS=iZTah$x>(#pfWT&we3dY5LMGbCDGXi&G6rcRBQ$tIZOOkiNrdK
zmqEgHKbW)iepa@1{fe-qyC;3LUGSM36L_StVTcONq7w!w8V0Srh{uApnPZD`F{=oJ
zpDRS2z{Wgzgo0ej-nc-&HOY@8)UhsFfACJ^=P{(2Xb3t<iN4lDyk=f-FI^q~-;Ev4
z$O;?(`~C~1Eo5EJQ?xg9)|;`0pbedMk?;A)_o~Qu#43(Ssy@P+^PN9;kOttg@(ws%
zz>K*Ckx&k;#`pfdwfEQWeR2CarSD?$`CG96zg7OOnsCMH70WNW_|0pUENz<Abo0{2
zhFMLk8W${k>#8M9jjL*+maoc>zxe7ktEMhquxe)Gf`*t<(OQH5&h#%*taz9xLXPWK
zUcO*;(_m_=@|O&zsBD$#PjZDsvhzv7_NRzYo&Lm?zx472i<(xfy176ZPCfmR>tAY>
z6XuTbN{bh#T3Eg~H@bZ7itCpws#&#aMWG34R%73}{zWs_EN@z}tnoM~#F8}^75zyy
zYZo=HY+ABnc|q^rGIi=3austHqWv|w2^UVf@S@jMu94ryzjypa7gkOftFAJ|k^G)|
z&rFe8Tb6poupy;e@o<?@xK97{S3)mShL_!*o_a>f6coT$!Y0#o{Jo4`G+t-%xpW<W
zFQFHW&#?G9x{kl$^rG?U7T-bF@i&fMG=9Cs_t16xjincjH(2}tUB{mfKdNAHHofcm
zvu*uR^pG9=ok=emueJDO#?Nu_IToMGxUc<nj7uG8`d8cfI}-3cjQiwwfbrM6{M}&b
zA5FkV;n#NQ?_zq<{4KZjCo{g##nacy0;6zkF5|Cs@psz#>lm+a@kJKj!T5zPzQp2t
z7{9>97g+p2Lj9u&^+(C$g+g56(ofgO2B?3N8TYk6m+>1y^&3t7bqV#UTIxM@wbC<(
z$if-zpJRa0KmGj~dd$)Xt)rR^nauA}rk#V_&MVzAjvlhIvJl%{JpEx)e+=W}U3{s8
zWgM8sxX+Io67XimeSWetq5j^4`Ue@G;_|=F@}CU|5F*Zx$Kd*A_LDcn$+=R=nab_v
za{m}tZlW!x{c?O<xmVkAS+>tk(3V}$`hCmh%!X`wH}!zp9mnOC;yqN3>|kM9c9hD^
z=5p5}pcj;zRU*rgU5}IjALa4c*i>2tCc-B${$=W~<|)%I87F);<377@Vtg0Mn)>Pc
zP5avzC;1pWGfvW{erUh^K0ZhLk^Z(MBjqxU?f$vAa)(tp;x{`4FZgSu7u}!qe8bNe
z#y5uW4F;da`12ut|7hgV!1#ht{kgI}_2)42ITQU3_2&xGb7m@OhRThUpb#I9>NyWR
z-){9hnagFtPlz7uA^k_$tdvg!m-|y3y<b~;n+Hj6H<#NVNAEF9?*Ny3eGGq@S2_02
ze))RHM^@3gA-jH6#>j6RmzxxAm&(1~wmX~49gJ)DC#qd(|EH0ngcwaPy3MyKxk>vk
zf{#I!J=_l2ca-n+eU{ETrnA9qC;eVofZEx?_*55Hu#CHV7(ds=>n;5Qj8Av*^fW{N
zDC0dL{QDB8el)Wm?!)JTemrd3nKqON#OGN=XCKq~OH@B(x4%{Tq5f`WIzGAYDuPox
z6WGsc;`Do&wX3;YZcelu@sqdZnz`Hu;>z7(?Pc2OXdHjUgRz%+Rz3|yaH?~d+o_MX
zL-u=><!2-%-uQc2oIjjy{b4efYsY(*Drg%fdY>t^`e(j;aemY=sw~8l(3_!=d0Z-t
z^fj4rU!0%I_%0%%d2r(VI>vo*KFju*6u<W}oyJf*Hhv#u+!w#IXHZ2Uric1D&Gd5&
z;|r*e>4%EnB!_85aMJHS?#FWIIiwF2-{%d1MyT8oE|(PFN3kCy#dqzOTjTt0gYr9S
zcj+MMZR2vkjM^Xh%@3{p?cs7s@%^AK7o``8@59(mlj8dXE|(PFkH`s=KfaF~0iob8
zE)J2rc5pjn*CBm^Z#TZrWjY&(n6Voh-`6od)y19ozJqaJeBZ<Pbho|}-w!bEi|-BW
z7yD4ZpdSyb_(lEQ%;l2ecdfkrDqe2nCrgXq)XouZCn<i9Vt-4D-`X#e;&)a~@cr?7
z4CB6aj%kcvg+5q4tAz~e*FNTV6+Rcpd9juA5ia*YT)Ca99LaHa5q_w>$!y=Z#?g7V
zrE`?&T!C_yZ#%yoB^PdlxWL61SbleMJD-Y<TXKGq`6!KCvj1G}KhXJT|1%F|B|+-f
zW^T_n57T~mX<R&ejf!VPXFt;!>+;R(Ld4Hp?RRl;XOfL$&0OxDxN;x1<#us7dXjUf
ze-sxVu;cfBF84$55GqG;W1rQ_wwDs)LYz-8I&P?C6`A+#W}NzBa3|l`&v;z?BKaI)
zJWkGpkK{!`A3lNc6>j@!wXj6>XET18i{E7X*Tnd1UHm$QQ=g9NI1!a6jSC}{JaZ_w
zhw0qt(ji$oHkxM}--a>;GXH?(sZ=_*5LGU%)fTT{Jk(ZNF-?8WGwzewV#Z(P(pM>p
z)agdXr?|MYM$yK2oJ~{vT?y^?CA7bieP#z}Mdd{FD_%~F!QA8vuLV2&<r(+!x0vw@
z-TJ(iM>_B4_Pg*o+J5?*);7x7c0Uuf4f3_Sm2D8eJ>1?xw>@WVa)5E4zRJ&{ibBMV
zy~J-T^Fj0r_;u!B^O=q>#;#{PF2+(nS{e8Gawp@JC~IQDjn-~^i{Lp_S<F5(3!g*%
zkTF~cDziDE4Dp#S#|!?XndzA2>;)`l+^c_XV|$!lH(9;5GaX-S>}Gr}F{AlNzf}r^
z`0Qu=;Sl}}gO|xgOd%$^_)06!O2*&f;^{Y=`gM#~yZArb`YRca^AobG0rt}|Q8`fT
zJ4eZZ%H`O8MNGN$bGE%+Zcm0mEe~f8LoIsx_c(IWK`<t`{c-jvsu_>-BjU4*`TQ0>
z7ur|)--%Pw%SNU%!EI-S?MEBq<6YcYgYIJdVi$MzD*6)e(pOMLtRc{gmXp(d1>;w_
zcv|In(*7Br9m18Ma=5mb@sM58ST)o3aWj{BlS|`fi|=AQu8$R{Gl6Y;Mmi$v>02_J
zvm1iUKiV8=fN5Rkw&je`<<u$sNwH~p@ZMGq*Q*%+6BW`p_2;*i-?>~S&ejQ9$M`2)
z8tJ<w0fKfgep3j4m%;Zi?u$7G7^m1~cuZd<>yvFZuy1@UDlhW2tyWfJ<RE}C(517;
z_H$YS-oSX=*iU>MW<Hk3@zG%U*j1z*qBDVQJQa-z7#q_^EWbyX&U&{$X%(c1&N`;^
z@@U>mW9(@*@7>AeO5@7?N%2ke_Hnt>;>sPh<&JQ<bx}D`yDMzDQEa;(jVt#7E3X4`
z(2TcXGL54}aN@g}+gTPP&&+%qi?v^_h%2|ymfO$t#>JI8&z3vN<>o}?rRG)BNdv_H
zp7Zd6zwgtF_QCWMQqhDTVEnoezQEu|8JA+$_1VW||Ji?D7RPU?<#!jCTN|g38?8Q;
z=7^E_{eEii2-8`H&si#{d7`-D_}lIrfkM27UUV6?tt!`GC$oKjCXS!GtsQB<d=z9t
z?UBF8kx8uyY-W1<;^gq4mBVf>SBxHYvFRU(aUtf@i{?N54yhNC!%?R5cpU%Vu>6l<
z`~6{Dxo=y!ALRDxL+#Bnc91=v03lvUFPfisN?6KsGq>|>T>pQn`cM6;Wjb;3HV1qu
z<Dq#Y>6UdzG`4b?%kbIo!sAj7m)aSBtBVs2=UmBtE)$m%lYHm0-M=57LwYAVx2S#-
zFQcSDgt*piE3J}y!Y4Cc7s9WU1ai1Gm+|E;PHi}A5q-?d*r;q#F2gZ_+G=B3ad{`T
z)y4R{Xj_gy&!&R-yF1zz#n;VNk0VJ)_?t{G+8%h_h@c%g0)%*fIwC)!^B!w=bD7R0
zDy-==S^2JG+^6dujQey=a0T0TXB;p8W_jsjT2ozKoVC_cIXDX;r%RewCpW7|!1Ihh
z=+aMrO?H;_x0vxqLb#gP626h~yF&O@Q@<?%?_&H7Zv8b@)_sg$;^HcmlKFS3oPY}9
zt6#ymPd@nsd~p$+RI`!sy)J*8x2C^h`_azj;%qaAy4{S=aOsfGO|>+RaG5w;AYRt7
zFCD<=Y?RLTES<@(CeWW>%uT@8F)o)rw9PqjY)28C_#8to_*;zs0zNr@lWiSjIzHRV
z%EVR(A3lchrPP?_Gp!Ed5&dZicmv~c@tEp2Gk%dvf0>dqb#WNm?#=jI&`+MDQMn0R
zt~svUdn~=VT<#^&I7l(q$!nUq+_$2!h01;1#+GSvf+NHRv}@&~f(!MpfpOm)yqR&D
z%iH>Yk_=P*otnOjXWlCVHsO02|1mz>`uk1&gN)1V6|KLwD0xu*tW2b!N4NgJSbPlQ
zar!5@?_z&SI`_1n%RNbLx^0nve#^GEjoXXM?}*>sj7ziD{aL8$6F=H7e-fwPZadB$
zWjb*&kLWbB-_ZQCfL~sFAk*E&<(@*JP`O&3cRz0TI9AF<Zy`R9dRA9$l6j&vz_iW{
zJhX-dvMkAA57UZUQzQHU<5KKeP7AD@k23x;lr_BYnw{)F`z7UTp?;CRoSbdiI3nOb
z=i88gHz(jb8NY=Z(fvrTl^r2I$FY5X7EDI@%-pMFPvvHFxv$}Kv|PH~%4Ov1Pyl~l
zq!-iPF4Nu)rn9jmLWlC7e^%${s6FkM|D1`GqxkVIHIF7eHFJBkrfu5GeA4*$PR4y}
zPkR~Pit46*dXwar=pST!qKosICh@tH{oo#aE|7~l1}bxeanjI)c#lgbt&$9)qy4fo
z>UV11x|=#g<qmLrS4GQ_T&7w7+`;X|<=;eS4BPJ~@wtHSk6L{mWI9iwoR!ZHjXsw$
zog{s3<8mL5)8_}RK4-t48WO^%&nCuaP$6Sqd84mwj8ArP$YvEvkUn=a9?FY(A(8O?
zj7u}s^m)#a1Ac_@58|_FpM3iLN@gV6_3U$xMRlZf`E{+!HZE5lEl0W>Zgsg>4*v0T
zDQd5u=@iUOh|ZmsPCL_i+T}g{bEC^Dw)Le^-&AL9uGMEL=X1I9U^r3R$-K<Q>zrJ0
z#{3KYGqTEjN-{*Uu4eq25I<^xJ%?-a84t~gN!DuVSo&2nm+|RyC*wYS?q&RgE)NlX
z*0B%#D5@u=&;Otfksj7^xhc_dq=!qb9;#%rCdAv^Hq*1E9!M_rjQ@j+t0Pmg&ubZ%
z&1oCu{XnX}opImT)saxYC!ziT<G!(PJ^RS5;3aAwY3B?@^~Kad|2+cp8IS7+nS39&
zb7wTBD81a6zOXD)uEZ|aV#?Y6e-oFJ{z~Pfq{nJ5mvmM_ZFu<4Zf;~c6XV)@t!+>H
z<%p==(3qH39U#7XnBEuhxj?S>tN4=xCfKH@M$0*K_C0d5CVu`!ZB1huOQST%H#lD;
zTg%FUF@9Z=@G*=_*0rrVd#uwKKL=$^jBwUn_6?Gc%}nPlE*)oYaTnuqTB7;jGXy!*
znZPzpVhPFC*~jWH!YlQ)OfC?_%arg+#)spx>8lgV>KOOQYGp$Gt&C51={slI+8OuB
zsGIQ>q5Af0N<ZUqu~hc|QmQD#dV0|^=DiWwf5zi<O?VySa(L18`HUCgD--aojLXzp
z*LT*w+ZkUN;?Lf5)y?>sF0O_n89(aTXYL0cvJvu$d#wMhcYG^Uj_o>!`a8KyF&~{@
zMU41;YdzyPQX$=6=Uh!I<8ksHgDMql&&7N^hjMjXu9$BOlM9tX_-tn!<38J|Wqdu_
zvwczfYNY$6jQeb3a{|7Lai4AMW87yOhZ&EvjU4!EV&5QH`*gmY%M{c3>^Fb_{(Lc_
ziE*FKw=qt97&)@tksNm?(BGecA7T6om%ejf-$=P2EyO!Q_&=H4W&-0r{$>}!bD(*E
zeUwZ)BxmQm*><MklVJzrzBt>%cwF8=G8|x>_%Sk8TTn7TE1ygN@(6m-eyL1Z;#G|M
zWKhre`EGp`rd0mNxUYZP6Yvhkhr0A@RQwu+Ydwt1tt-v{+bll7xO~&Nlh>8MkqG<u
z{HqwBNriNM-h|5GQa$6fE>1D_&6bCCT*enqb};Uf(H_QqIyjJkA1#7YA4a{2n2+T6
z)CYB}Me4Dd%lLSh&-lxTkd_m#F_E6uGk&g%JLl(G8JAOUU7yd2QvJ>Zyq9sG9g2UX
zhW%%4bBz1=t7hD%qxp<qLyc(u(`rDL{ZFXh%J`L``j?wn)XBJSOz36Yryu3uLd4~i
z#9ywO8jjBgbGY6%nNW3Z))&hfs$~)Hc+kxFTdA0lk=lGC9(FSBlkr~0eKJ0nP(M2b
zjo{B$e+=V38BSx|C&PvWyqR(Nru*-lt=-9Z12L)bv^wxj^4ZIHO$e_xHgb^h>q7Vf
zgJ<7NK>T?MqCbXlZ~qhU2F8h&;s32R4mLCH^YNXG`+RV3Li-09_vt4~$qfE{_!!20
z_BV}jnW}32IAeK30{v#j&nG5yeP^uPnNWW(<G!)*AmeAd^wm<0jN#d71n`twx4+ct
zXAI+U@}ao1tD0&<eyK=4qt6|lrRM)Rl<BF)3;xKKLh-_xS8U_<-UNC^9vF8r6BHe?
zqYf_Pv&kODeKH+j+-Gy;(wQ*dMO%gkp7ZB$sg-@ISU<F1lK8XuH*|OnBZo_UgP=2v
z?bk<#<k7|a`fRkXNPnn)>E(FAUtE6)uVCCqKc7&4G2`Q@kr*4>$oOOzhtBnycN^np
zx;W2kW&auX@z=-rjc$Eso>?jv6pHkpaUcJA#(n%RW<2M%@8sJX8Ta+Cjqwp~{VS}G
zb}=63qa>d`#(lYFX`Tp2&ipv?uV6e!g|z-0{_~9c_+QMpG<RL!8RIr4wBN?~7`J`r
zo~JIxz4~X|tN-alxJdsQ_w_H&xSUq${_(jrlK*1HbJU2&9r<l!+{b@g0^Y^=XqUb-
z-|1sKWS`D_r&Lac{qvm)#(ndhJmbaYJ4?CDSeHlMmm(Q$X51%(U5xu;{=NkKa1lI*
z_J>_bj1`~nRB{;~4|PTG9BB8jA6|{mp)nz?oSEdXjcNGgu$yt89QPODf&6DK`@)PU
z4>Y%P&Pk1u$`s;ylruKV3+Ke=WX65#S#uNcb&UJ^xr1@}rhO)@4z5u9dl-MY%ilFN
zCLUniH>MqBJWiJ+r)Kt<Bsoo^0{HXEsey5yoSGBxos9eBw3l(8oDMSXn_p$GQvAzh
zDJ^FjcyT$0|1peziHd2QY(*VgkvU|Z%lK?^G2?Sx8qR%L8yWZMs*UmCZhdFpp^Nc%
zxOiHv*;U}0_RA)G4*8uvW5{a?r1y2~KR=F^r9MAt?Q1eQG5+qQ7cH0c$7BJbvzO`o
zH$I2jBszVTPBYVqi>+kmI~kYDx4IqY9PM7lz4~W7E*H)bZ*_RV-?j9j=@XCYh`7{m
z1(%8Q72+{p1kVBQW?!3+&mmdxxp$(mnQ8cRyo+(4jqPJRZXQPZn9Y80b~?fX`kEP`
z_A-f&k=Nh_e{p>!Iy;ySy@mQhGIQeRT&ClT3+otv9W|!q?(7xqNWk|n?vvL6#(j2i
zl<~N@kONDjq(KT%%<rqYjE{%;jQjkukNtKqemRouILR;fbDKWDoXd3n8+|O$pW~OK
z<e?2ABsr}gUgIS@nasFPzH=G(`Q19ki}_tEmx;4Q;-Rw$o&&D^ay~wX`s(;yb~Zr#
z`E)pjai8B!W8CL=+AoXw9r@J}_TMe|9O9MyYJ-iJyA$}`pMW1pz(>v@X$T>w%tr5a
zJ#7Nxk5eIos{^d0li7^ZXM;QIT}_Ppbh<48-_3Y~OW#=!+|T$+T--TVeuQzKzDNEO
zRTM%FU#5R*&6)JHgZ=9fd@j%v-#0~lpUZT7cC(IgA0Imy_sMBb0)8L?KbnA#l7Z2`
zCNP<CAOCY1_wm0j0pF2;?_u1xE_#4*-<<Gh5&ER(X7-b7QV~6?vq?3y8b^AbR*x6_
z`TE(wxX)gj8TZ-i&LTMRxtH-9hzV`4I<Mn1XE{KJxm>ebPWD9|CZ@iWy^TO2%IQVZ
za`K=`#(g$j$9SB~iPs+Xy`&hoo#||I`AFX>gJ2HVIv5X)JrpOM{lx=ZW^;&!I^;>b
zG_d_A`SF;y69MGV^rB^wR`<C{{WBgK=fDeX;}PD#xKC!yjQjj(X9B*r2u}U1WjjAB
z-i}Y#c05cbDSkU1$9Slp&N_W9;}^JcT42YmrHsd|(Gj0Vn9q;mbJnFndfj5_>}EO>
z+%nD?ul<bs<b8zkTiyC;wHQbG8abB$zZ@nM!E>m$hy9GwtWZCkHIB7R!>9A@jQje~
zQG|z4Xt$>bPCU+M-zdi8D4Ce~^P<U&`*@t2P=6icK0WMUocd$@&dDS8B+x&QK>uh$
z{Za3vhU1@!ME0uv^1q^f1$)gn_XRgF9bZ418TZ-3&V>4V6Y3vid^~kV$1i7pD?5(>
z|2RK}@yS$3*GC^|i6n<hyV#$m;d98|oqMPjGmR>gF*JCOkYw4<Gz#vqCRz5{eXn+=
z<CA4K<33sTC*WoCi9x^bSI(EPcdV~Vz*i>VTN$sUX0)uGv$pMw`})_-_&IKU=j>R2
z0$#R&Di-NK<L6Q#&7X5#r7ofVO2*^H0MhAJ#^uyp(|68`v=^aIc2vc-PWLN>Y?18f
z6V{Ffn2v9bQ@)Toh_RDi3?FvwwTkgLJrEzA%*W60Im$=+2X-u5&vbnKZDl-8pVUqT
z+w&LV`ul0y-#(_}>u>2I5W`<we{;BA!T2lCj**ATgGW#+q`O)!b16QXGQ5sT_)^Bt
zcX20w*vxpGOsW1Z##gxYo#*cDOQ?UC@!LZ6*Gpv({b3CR2q8_w=v*bxgpXtV^;AgX
z>S(pd;ZiN*a#+zg?9N?BT*+lFa%u3rzSPE6#>-q>rJ8abvYqieT|E5((}!-xX<Rov
za^8`{rGCcgS^fqm-{9x?6AvRB@q#~TGP)nmv*RW(ekK*txU&~Mn{i(snizkhTVLJI
zDEqjL@i?0&{&q9&&HosGl}n%R6QKG>7>^r^a==GkM-_$mHofTnkscqkep|(5E_TZ}
z&)ceJJkA$#sI!)FImL9_aQ3u!a2a1e_Au^?9S0bXlj9ih(7^tX6g$Sq1zi7n&@{$<
zv7>?UVzFZ*m+|>t8{<CT>tei^?;YkcKHnR*n3Rb*FuiD<IKDTIai8ziGVb%erHmKz
zy{!p6v@`DWoo>eCbWXP4&$!Qb%9c>){b#`{8Ta{49plA(r-{q>d}kZuKHu5RcroAU
z;W9qo8DQME=29*fQ~dXIS0&)}3HVyZePi8r#;1}pv@JUKesv_&?_vBhx4v^8V}Nmb
zwwIxwSu7I<vXk-~sbYNpDR#87FP(<^St_V`RO?B9rbtP2<};nM-7?PEyY-Cw{Jxd(
zp>BQWoO@>xKB@iQA~^M9G5Z6>&`>`p-m7#^?f)$$285VJFS@V%EIn!`&$yh%7~I}7
zv6yjM_p<djnsIw0<KtZXdOO~<F+SGCowFld33wmlzTB&H84(uV-vX;(+!t5!jQjMs
zm~kKf8yWZcLt6sg#rQu{Cye}+!IOUa7?1OJvV)cE5ATTDGv!9t*gU#&IW-XP7t~H&
z0=_Z<-^#d8&g}{HyA$g7C)6)nA-gAh{#MC&oE&BUi{K>Z9`?s1f7{M<eD=~&1efhF
zzKXh|?Ln`JJI?|TD^-8xlASK6VwlWmsZV3Lj4y^wW89~+2F8bnc(K0S%=mN{ckcPz
z$@oWLo2D<B51LrLm+?t%edm0{LB_YZc-qFE?7IjM!Z%ioVLWau%Awvg#&6Exi<Tkz
z&5DePZ;QE1oZXPV`q@8|#*=oY<BOBsjE8aq=eN818IQB?3h=R({o@z-oW;NC&y{y%
zwq!R48%omOqfU`sOqRxld7)d5V|EVL<}&`Ui_^H$VRgTr%lPuSR>seBX}sOm?_}I(
zTfL0?Y*(x%!v5bl%rQQm3TfRsYlqd0zs|*-GaU07kINTH?|tm2N$Y-XOvfjuF2;R6
z*vGgp?=5Yj4*2ul3dViy=Nb34znJj})QFa&vuCl9abLdL#<)+8m2B5Za_mo_vzF;3
zt!Y=Sp^n6_jpuN^p7C!}A>CiHeP<56j>}x^mT~6LI~c#f#TO{s&*9o0#%H@Ywc*U6
zd%28HuHq)DjI%!UqWN_87;=pJ{HvPrIKAXRaz5ieIZ&BqE>o-@ZCu9Jk1odJ;u`g>
zkMX!U72&1t#tZ&@_FKWYZ;Z(^?rVQB<FBPgw49wYhyCoIWPYKzOZw!PO7Wtc?YB9u
z96#eO2dszNtHWp09???AIHbOha+!<VGR|7usI>&(xf1lEd3JnuGUGm(&1Kw|bFX7u
zPNg(`=X~)F#(lQ8hw%@&{P9L9>GVKC{iBRu6RNKk@~Hl(n+Yhg|Hrtm{#?d=@>$3D
zBx*$W-^p8cFdk=9WD8^1rju-@mdh2h8S3w__Yfm~eUD?@*PmL(efnO?co{XK`|GSP
zZDu?!=gpzYF2*l%^FXx*e*q<f)Q4^^GYy|j8?bwFjT|oZGk$jj=c5&Z%8ZngDBKgA
z#uv>eXk^Om8PO^(Q|r=k&ZgIE8ZORj{iM5I_Ptlf&9~0A^Q~5<bG1vy*+=hW{2Ui|
z_Pcr+kFz0?msm$HLiqBR9OIW#AuS7MPotXgD_xv}4CRwu>|+$RvThkY7vUI4yliG#
zKKt3l_-kA`&T|O&G42~94l_R9t?%S=!)_tKp976!+$ZZ=#(n<0l<_!SkWCz6e^2t~
zQEbD_s1uSY#djV9Mgcp(?fK&O(S-htdM}9J&!>;cjQjj~F5^CbUZ?37@v~Mg<MXpl
zO@kQK_UZUpp6x%$&r1J=2ngZxvkJz2y3aEnr(4p+V#a-bwvln4pS3aW^Rr5}?ZNoj
z5vJwS>&W#a3IF}z6V^-Ed%yH-#(jR)lu&;g<8kv!lI3p3<Lrv?{fzr^t+{OX51?$w
zf7H6ieUxDnol&>q1%E!BPiA}y71Fln+|xLhabNzjj`7iMednIN9gN4tvmEM-VcVaG
z&!K+svpuN~y+vpcF5X8k{v0RA_%&2W_t80zP|dhcM)MheiCf<}i@ct38Y>L_MQV;i
z{IxRflVN8<`@M`$ap^lcQV(q|GXLK|75!sEHRE%skdcp?KoS4*8Ta--0dHm8+keJ=
zHj-aYjH%zV^4UnXS(Q1P-gF<FJ&G}m`*b{w@k`wL&a>qk82814X2yMe+{yR{T>9zT
zq>+rlwY`kLGUf1Z)~hlv)w$teF6XngVYg8OeqR{J_*5#S<>c&1)iNHpr$l`2XJ32(
zpR+EFNZi@RbbRvO&A88|_A~x!w~d9$r*gP<gz+0)T=5|9s3yBDznwsT?5j$^>lr_n
zh-g_k=cLv$?#t!2Gw!pQ4#v-S={sj>dKj;Aap##F1C0A*T>gHlD7^asRgC+_^Loa8
z<M~>~eeG{gXul(&{T{}BJ~hC2oP2WVclk!@eep9Olevs<{c0}b7Z4$B1J3%@I>u+a
zIOVX;`c*5Jd6iqnIm^<?cw9foj(Zu8i~kkC7qc%6CT|+oLQMGc;abLhHocT_Utcye
z?z8z_Me0*uCa_HprY{3UXi5K<!PXxOs~Gp$Z$0BfNnl#{&c5|p#^3DXx7cxiJL9i+
z@f$4O!FZXAJ8KC&jQirl0OLOYDBnbc{l8^h#rRMv6w|+Y#(lb8n^1o{<39OxFz(~O
zhjCwSIgrqP`DW^vKkunx{H0V#_h0?Ap3I%=8TXA*YZ?DXw?2G-4OC3_x1I3?E}m9r
z5p%fK!Fa8UQ|#dTU#QH1gfi5Q*g`K@^Pv~rkE^Yn<rt5%BO24&*pD8==g^o=ynMsb
zS<G~N_Oh`^JH%%j<34?NG4AunKE}@jEz?hDAFcEb0{s47!T6O_NXv=Wd5FI}<Gvhn
zG2_12wvln4y|yv#lV2C(K7Z+Be7MWM^ZbC)I|=andj;dZ_VbL#`Fjp@7c*YWUN<L{
zAvw2m8K1p&Gw!oj?UzaRTD}#H;m_CKD#qj5AwKIF_sM%L<34-c&bZHBI}+&kFz&P0
z0mgmyTK+-Vef1b}ZST%nVHM*(d#z{O*T1!lznYrS^f^Z-`E6(1m)CSK?$b|CLi+=Z
z$Jr~jU;ZIt%)c&N#kfzu^^E)EvzBom|Jxat%XeBnX?vcjBcc7CA~?nE`RpeT;BzQ$
zN9JO=50e!9<6t%8ucJbmPj~;Hai5&lGhXA?$JjxS+9f@-GCteI`8-Ds*E$)Osh@72
z#vW&l;~<xr<kE2VnX=mm@SkrU!?@2Dr!oE-BBFWVb@?1FH86goi$~_08@Y_n9@-cm
z>C$k<=`P0O;y>xTj_v*P_#DzV$?8*ToX!C&y9+P)^Tlb>$pkLr<8?OUzS!8rxX&iG
zG46{UyA#^qpV0mh#-~w7wZ0$++B%^Ajr<4!{&~&>#^dx&^=C8gi!DuzkEcd-`%Y}#
zmQa5;<8gDk97yhGyqFFLxQuUnDgP)j=g)_#7>~0zl0iM=zVT%(<31T|XWSP*I}-37
z#(n-Wz_^e9^6j$w{_&r2pAFYD?rVQ-0{!ibUrKCf8*%m>I}+;mFiyHK_4!;&4wnWP
zFSf@!>TaqWzXq1W^~sFaQz6Zxifi%^0hO7bP=@$x<}x&gH*}me@STh=baCf?q`i!v
z>Ee<Db*|?i<8iv8HkYz5tjFh2Y}9+Sj@&ChMvcTj8-)5&$GC6ZZzbb#c0qAk`(?2>
zP3?3Pp+k5N<GvU@z_`!8%0CVw_&bMQv~GD{J%>wGj2F}W+=Md3=Xx&V(|s%BKHYaR
z?$doQ<38OlW<OXDUXpY_ZU+kC&zDozGVas;QpSC{Kf=5u>3%oU@r^(G8LuK{weFm?
z-y@92$z&9&jJ$^``sacZ7(bs1Y5LCE^K8cBY=`JKG4A7UTSEK06WZU;cv;HfFC!mw
zA=hS(B(y*B6Vx&PbFU^a?vvl_1iXoHpUrM#+$X=?3H0|f9vc6hvpGi?kIPTU57)8J
z?7`<)pLp+uWwgagx~#qzFZlEM?|jB{R7l&3^W4|<jGyb`&OS*i<9QcHu14EV)P5)9
z=efAEuG7o7PgkOqDhlDt19Ghr7H89&=HJ;HtY+Mo$INHk*Zz9Oz5Qq07c(l@mXl&e
zUlBSa$I?&Y1%Giim&5f6#zQtma|dU=u{NO$wX>4T_~fy*2p?3xopGPMyA$w!#(lA?
z>^?MtzghI6_3hl}Rmr%|-s>38x%C};U&*+)|BU<Wp*^8~H{-rBs-JP6Kb3uo7>~CD
zl7A)RKK|<x>aS$nr@yTUcst|g6O&p$&e+q<xKDrmjQjLgwvz~}=e`>Hj{Yhc_x7K0
zpZ-=R)ZfauPk-%<`}Eh%c*svV_UF*A{y5z6W76@+PvZrDzCKQ1+&6yDW;`yI5d9{`
zUqy{*9XflO+ZbQ&;%W8cm{fl^<8O9x^no5BFb3BqvyCsr=WL`*n#UH>e*>3mik8!P
zzjHRT;xk0ZzfY29+-KK|8J|Q%bf3X99Ve$gZDibMH*H1Qr#@G*T_=qL{Y=Me|MwGv
zMeLt(AD?xM`|NWi<8ii;L%UlUuO}w7oFa3|-3et#o;_Tq(WR4CMn?Dm<7-2>N|FgL
zZzDhmpT4RX_tCFs+(&<H0{!ib$Bp|H;48;IFc{lC$h6{QPJPXOmU<c=^U1b0b6czN
zxxk;4Tgtq;mg$^H#I)|5dH7PsiGPDT^Zd<>=Um*0y}KCq#if0W`)u<t<JB&G_#myS
zlN^S9jsU;T$1(0}zm{>IoR>20ixHa>@Li1i<hw5cKg_t#ricBj>c5ZvIL3W8U(2}9
z=9ebW-^}>Ohz)H&>ARpEwT`ok@e5p>&(o0p_A!2ii>KA03&Ia4)E~BsDhlxideQCE
zhCIGf{c()@+OJKhzciu#X2vJF?K@{#cQO7l7w6xS6Bn+&d0Eqfg?MjTrQR3oPpcZ2
zF1WC%acz^huwg;d0&(HO)vLvY^6IJ;>I$J3&U^b+ljhC4e)*bti`K54IB(vHm8-{J
zGH>3Jrp8tCmNu?lEkD)V#8q{bSxu7~*Dh*Y*|cQE@~IaQ%*gV0FRQcP8kW}GG;5v#
zubR~~e*B`v3s%i*TD4$F)9UGqYA#vYxcvI2#Wi(TE(#T^nm2PHN;NjlTfU;9ao)lO
zs~g8x&YLxF*^=c;maSP<Qx_rYEx%xGVfhJHtX{Ev{6({x7BnqcG^=UVlI7Q<6CoC^
zj43m5(L6}EKo(rGZb8%HDXXquv#fD>(==Bk=rjb{(D<%3=*ODt=B-}xp2lUSvtVL5
zN?bf|`ij-_E??Gk-O>fuuXZ{&t7*lm;`pK!1$bCnATe`hK^bbp7zxY(j9ism3M#Bx
z0!~RG6IM4iT~|{;I81gB6=qcyurg`Q%9V|)7NHTaWEu=pp4D{m;>NXp{3@lG%Be88
znT-n?8doW`xSftEQ|VE#L+8@V7c7EWZXOIhQ`SrO@&&7#-nxn$&QH%N<D+xYtfrfn
zHZ~+s3YU_!u3xlho^s}Sh#^ZGjcJm*PFN0uUbSS=yroN)k;gXFR4rM49h|V~X2<K}
zOHO*%nk9`*^R8NORe?xnHBDUIv|!PV)9aK5CjQfcrE3~tOB1D^OrLepyjctAwWg-V
zCzVT-QYY1{TD4-;^ySyBfDcFGlr({Yf(aDIPee>uv#4p!s>TLMJb`dQc^~~rSFd49
zOlCT+Y%<*fR(z~m@&#3Vt&Dd(AepR}%Eb_Zbx9CfIP=P@X3ZNv9@j5#TtHG^T@&_n
z_R?_8i7OYZTHQ!d8)i}m3T#7lv-CKp2djcOpnWo?7YHhdYSU+}p4BvghCh6&Axm5x
zXNMG;R!e7SY>03SI?EQUobFn8)l|e-8f$81jh|=8!^DYx(}a}^maLk7B^myBYxUfP
zSxuK-w_?@17p!WSJ~N(V&DFE#%_KLxWL4v`6*o1`Th(}7<EqBxiyEiTnlP_sLetGF
z8>3P+jmDECKBkVJJ`*h6R3qtMiAx3jWXAn8lqHy+(5Uh5B@r^pPgU%S(TdU_V%Mt1
z1<O>aqB^|frbY_Tq(-0aAS;eFkr2dTCx(lJ8qt1|8X!G?GZ&MduZ~yRY^}4aXH^x-
zeDJ{&-MD(z#25-H&MK`H1W0L;6nu+GA*pUm1empY>P6Gxu{AZb=fSLIUJ3OqikKy=
za`n66I!Mf-$)YS>bJNUO3#ZSXH@kA)Y*^^5OOLyA6BjLQTu_+LT?v&9dT^T9xNM~w
z3PWkdv5>fU<%*TgSc?8D%L&`%APgl=&4cd9gq3SnFNUpL1aVqlWgA{Sh}Nm1D}z~0
zE0_9}=&G>p%2^lByL#3o$4!9hN+Mwntcxd^>Lltsa@s{V*1#sCJ-Lc3VsQR4fs*@z
zEM(Bt5xgY<Ob=X9Qbz`@$cvklIfV!ez6TQ*HeSDEc|jKjPvGLl<qgs5vznGS@>p0H
zYox^MU;>m0!09K>n<nQ<lo2nWC~kdyYQ#h+b`})(DciQQ()Bme?(q<5DA4mUT0HoP
znmqcWhptdB3UajK0s0teL<TOKYFwGXM6sk}q8`8sO!*kOOYqHzZ`r)orr5=W74qz&
z)#C=Va9}7}-80-AO9v8U5p~j{><lVY6{X;dR>#D~AmdF@MiN3!Y+V}-PGr<cXll@b
zCxK33>?w#Gmck1P9)ls16hDg5I1wSF7=6nBDUnU^oFdac>$WB>vJnzP$E9Ya(hOKM
zTP!jk!$_y+V=*Kb7ORScS62;<?|LdXtLdVP4L^%kEMMIu*Kg%83a%C+p{FT{hv}IM
z)kN=V<kkgY+dD75WXbZ?jjNiFJ4PqoMWh-#u`r9cG;zZWeA2w>4OmUZS`#i{aVR<?
z$EvAbC0_FXnL88s&ZhJK2ZQh%gj!-L>DWRo$;_AuMPp1z7{tt!Sd&a9GYQGe*Gy)F
zQlXaA)=(vu5~{==s>ISZouZ+ZR4pl5scIXlgsR3;{?EDR-0%0?b3f1b+$YKC|NH9i
zm&knI=kuKBJZC@W-ewwY(imdSf?_mNr|Kb1+=*&4D9?1z>A7Wsu`w8#hrM7rnP8@-
z=GP`B)VL(}rF5emehGZ1v9&Bdeq>8;I;~$URHI(E@JOD8!Ui|Ag1(zI?&?ob3M!~T
zz?*rFy}XpQ`dG^u@zf}`r!TBuRJ)?7g_hi#>RZBbXEgb2bu6B~8fF$(&tH*hs;>?L
zZBFylvI=H)OxqOYwAvi3kXOuUE>;WVNlXeNm#QZPv95)&8tB?kTt@3giPBc4s)Q@b
zbkeg^u!=jT7nPx+nX{lMNG`K3<TbRYEL`V}lmakbuYCoL)YR%=<tnSed$p)CsTfo0
zv@DjTwJR=Kv7}M$*rZyPnVCx>+o={;2CHOY)u2p910su8XI39p-9WKZHkZn3!o6yx
z?zTr{<W$-Oq{aG%`X<_Vp}56nqJYz7Ms<Yt5o;GNR4b1a)Pb0eO7%98x>H3<TNO0(
znVnM0H?hT^X=FtpFDuljysEI%g4n30HbCvjRVY~+YMX!|ak8+?*qAo;0O0j81_GEY
zP%Amsuu8R9D?}=HXw(s|A?sP2UJkbwotgDKWz`r{(^feHkufJ0Ov)!HvF2vmU*pK)
zl6uv1sd;)>p~sP!?gnF%{&A$JCj#kiFkCsL6;}Vc@^mNI!-ZG1KD%-*Ezqhq$W8jB
z1PQzAXJNu8>13@jj@l(@TvBlo`8Ze*jxW8bZ;Wdn1r9XFpC$#x-j4sMT4u(WOdSlX
zC}mVNo2o&mo<~hoT}$zD+I6Bulk_OpYz)z#%3|Z(y%UXdC)5T!9JVEji-S$v@}*6*
z)t+QyBi;+?mH#Y>263qZ*Nw}_VtH}#flHf%R-bl-lUU+b$uMHGr5c!`vf!H1G>$6L
zl&K<-mXMl=amH+V=3u8gucfJF9D9_(%1K~XxI{Z&MeV^(#hBMpf6AAn!fqNVQ>|Si
zv|BKKAG4c5<19OOx|Mad6*e(;EsBo<$Q`)br}ic`^2{=~OQ5FvVms{A)OLJn!UeE#
zdO5Su6R~yNHE%E4#-M`=bJ1%5I881tZd!UO9n@Q}bcLG4+v61b$N)8G`gB2-n8>nT
zH8UK`#{y%V=9`rxT9KNm=3-1ll6=;1p?@diC)zf%E@HcM{9(%s04FHKX6;2sIE#Y?
z2Q;83Kczb>HHC=G%G5$ddPT$ZXzEMu+?CGi1cx!)*@amZD5F_*tR!3|S`Ofn3D#6l
z8sWrE430BIX)z5}+}O$-9B0P9HIp`Y>zA#pM=NyW8|P;BQNq$2cO#pb`#25a_}Xs0
z3F0If^OUt<j~150@9StRo@$@I4fgxg+CtVc$x4FRduFAz($oQ<s*dzzRrRoVl+8d1
z#+mNGma25<IVMrHVWM&o@qcVJief8aI<dH<&Pbmsfd!BtPoRYfZGlOu9I0rC<S2HK
zEqRW@(O4vcGiT^&tXp{~=iIc{sEt#0(ONToXmF}dK+deD!|uzPYnw8AHo>@>dd7n?
z^Nhm}&1fM+DDJEvWVW_&kSAO?kN74ND@n_TMyJ^dC~GpAfQuMmm2XzuQ@V7H#b378
z;pGHnJKHK-U(sUIGf`zJJA2I&n6eu(>KZ^}6CL)Vaasv2XXyV@>#eau%!ERE--{_P
z@XZ88qjn9$#vrYbq=KoH->~EKxC(2?+>O)Fj^)BOogZeJnK4^6L0BO{ID$3sm`5{H
zrS#&5)o{>WZI;;ttq?F<*fANa#ika)-Js0mH>i|#YS-Q0lB(0RVL^LaQk5nul#DcP
zffbi(Dr?F}B_ix&Y4-dr+=iQKAAnvRd!&v)wqm57iz!BD&X8>b)X|&ZEl?-*VApaS
zo1oF;#<vX`O^fDP?hbJ<V$r8H#<CGAOP_`z!mZF`>C;F!@n&c=#lXAPhGlF38lS&f
zo6OO)Snpct$CskBY=}ma|6gp0MlE17NTYpfcfvhcHJx9Lo1)2V0uw75nW1gbWa;58
z$f?yw1s6c{A&hj#No8vOu1;|PQ^=C^SJVwhbq<L}>FLWqVaLILuXu0T!&e*W^HbHe
zO-)Pd)X}T>ap;oj+4aj?mMuLk=%|;Mt)%U*;_A61ruL=L3W`1x9T*kal}I0MrBxPl
zZko+o_>C;7z{zVm=`0}hX4V@v?7%N86%GQeqDYV}wpgrWVh72iepcsQD%Dv+auJP2
zteqdKSXoV`)8&WJVWgnEtJT$OwbB_=qomUkbmxa8K%<vchYULct(`@SPfsD@$M994
zQ|`*r-{$K`#Nod55=4|QiEOduV|`KP<9+ew<Hr<vT%zd!$;4n}wvY})E`f9*PgqDU
zrxtTwb#T;F-I>+5yDIB~;{z1K@%vqw+LFk~VDqH9wxwEKEAiDEr{ScYC2NIYCQ=@%
zgzjtUyF%`5V-ILeXPkRh*5rwEO17~$ch^GSssz`hsbFGLb8Ch&ZAty9ncj=NxKp-w
zrr6cEI%u-W%F0$&&ZpB|@Pwf$4la}F@SH&{X8KN6b?u7Q3YEHQp2}9Lq-hdo2mZX4
z=0?`cbfr-PpjfjT?p&7@@3pXTk-0Nl9bA_s#l5TNfjdV@bD;*9;bGKTdY}PCuzNCB
z4Sr%aaqdayM9(d44`gapwATtfIz71DmU%J<^aZP{Tp!%f((MkN%(ObI^d#5X=Z|+U
zLGgX5x4ft$JFJ@4rh+GklvS#}I~q002hrhP!~y)hi44W}kz-02_myKxO81%8@McV@
zu)UWZdur7$J)HHqkm|4+>`u=z*qxCcIET-Pp(ysGOUwIKV?<Ntu(_B$zpg3TMJ-BI
zFG>|vFHhAqrQ2OK>Ryymy9B}6Tit-6o7dqQmB*a0+6DfjE5c2+b?PBDbtn7VG8L6z
zfR(xA0xq_t0X`n3N#anHrs5yDWzAQz!CTfOl8xW8Cc#z$t9CJMI7~O)j3*n#!8FnV
zHemy~aHyms+b=2{m>FN$%bI3~2}+H5xPwyDein~-P*Tx$W(<QKm}t5*$3E_X>82wM
zcK72R`asQeUdA{2foZ4n6J1>A$51#G@o>hIOmGe|K8#EI7mXp~U(ZtUGJ~fv4{9=5
znD}u`lC*Juf(9i?QcE<tNs<uTwtEIRS<@ch7$;lO(dOsN8s=oPC|%vv!l!tolQ}R?
zE3FA`d}iBtq-EMH+m7iAN!D~FJ^Z5v1f7`6evOw(Iott@cWzm4@mjXnVMdL#KBvi=
z6WrgWse872x>A?Y!wC<o)>n9|^_{n1!8?I1!8ANG2Fh|OY`Ix9<=h;bmq{~$S{GW+
zqz#Ys4Po^hNoy(JalBNpL`8dWuD24Zq@#=qbu4M8pTd$3t?&Y}-jDEK?*XgFnR#n;
zbA!BhM0`O=Zg{r4#8M}KaeMSEYPNl4>q&KGWx=kpwbuvEk5R80x!o(dS(_zgiVXK!
zWn!!8FfN6TwSDKkQb|*gtXC>2Q{h1Z+dpI^-h7VA(|@hb-NPgn6&I_GHGQi)*i#GJ
z9<_+(=0T69B6oJn>Y9@8N81KDyU}oG#tk8BJK9bPSV}dImK`!-r1zHW_K6@jj>d33
zmn;nSg6rHHy2^c#3b5L)=tfN#V@Mr3FLp#p<zS5Wbk%)hcYii8%;`81T%k}Spp~^v
zbYmPOm}&oXWV#3F!~RyyO;kjv93{9Kh&n#2!<lF;nuyGbt)jw?Hi5s;lU?mjXF`q7
z-eCu~p2Fs2wc6lz?CMg<YKjf<mA|meWFZ*LeluAJXT5Y4a6TO*pLd88FV-%>1l55A
z282bs`kc+~C1yM`q46A!kL-Rz#Zqj<8x|^~uJ+Xa7Y$ctCKt)UYO4(CTX<mjx0;H`
zy`A?ZDyz{%WKKsLBI<Uz>Q>N9m;Nd19XtB>*rqG>lB>ya;oZA0&tW<`JQwJKP9hSm
zRNuyVzpUis`qSw2M05P%7nHVs-W9I6YA_ot3)&}<BCG3Epv9@i`nvj48<*E-PH0rq
zle+k4MQ43B8J%x1&rjj6;blwQx=5Oy)>>;YVd69z&SIgp>=G%9)fSCYr>eQW*~4pS
zT+$LQlc+sL&c~LkXs?s%-NDrrG^L}@*lQp-_@G9r(KXcciA69nBy+?4%k<YunrmBw
zS5i0+Oo@N7t~OO$XP*0Sd!Fh5%}$zYPp+?47rUw(7txNpd7(i1k$Ay<gyL!X3*m!Z
z>4{+UBxrh$vol1XT*c(47Evjfjp6$0+9eAqqEqx-IO_1CiIS4?^7QIv+GYm#-#C9!
z$Ei+hgc3AUT<#v$SZyK3?sLZ6P&_q^M75h-5iDrIBQf#F(CrAgw5aBv8L#kL$k9N{
znj8qeSfpl6AkhLpmlyFFTx<&YMIBY3B}7`}#^-XQF5zy5(F93dsg(QJlVB1rdy??@
z*+a{BPq+lhKg!p8S-y^U5e%HIx8Sd-gjI`4RPAf%LUSsd`eVArh4TvQ@Eo|sDZG+N
z#Y#PkYP#YsfRUQb0ep8EIshiAvaj0(C;RG;vFv*<QgKeswDZ$5_hIR*8a*!~ez>wY
z%fTS0DTwZq6$i(G0?Ws69Egs-1?L&jn+B5kklh-C&h*6+F0YIytvjGPlGHFd3{-DP
z2~tm&Q<%8Na<#!1IxIc@Fgru)a7LJn&qkb1+8TRoqGrS~Np9*K`y$gVXR;aG^~UBT
zxQZBGNsHS`#{|qqQ+NiN#wD@sGF&s%K*&B7w_FWa)!=9hm7plB1nx~KG*;tJy(#tZ
z0B=~_8F%uRDRm&L1Dqk{3le%Q(DJf$OoS8-LXz(yMQ<QY_&$=8yuAfLqt|E|2ZN{R
z13I(qBsod1*1e>t78&a9#OVDEiW4g6|F7<%jb%S6np@G1QWPEMo>DY1*6U;5Rf?vc
z^^Rk7Q^(q-q_%gQ`$|zO*j%c)PGoaS{b3AO9h2`YB{K}~Ez!toIoSG8lgsoeYWjx0
z5*Td;bVg-Y0jcSX4W(+sonXBJ&pa`meCn6dD~*jUjkQhm>Kj@HNX70r1f}CoNu5Ip
zZ^@~{8q4*WeK?0tYFTDJA6OP#0-#yF=?-XxO+Si;M!V5#6JvR3WWvIs@|fsbdbo)7
zNG^U81H@j;bdFWi0<~j6J+)e378ScU%`pdnH)Ull6AF>hV)_D?H$^q14}(=*=~U<X
z)zV(<95}fveQFh4C{QokwXV+v*8_qVq(!gLQOdN&wy3s=R&v$dBrAl~7*v~UDsx)S
zdn{EAK*N!dH41aCe??O-n`yGGr^o89SFDZ7dg(40(S}#(0=H#uC0Xm&j%t<#VVaPK
z=kRc0Mw3d1u)C6`;yOJz#VPs1B3LRmk9boJjvBKE7q8+giP6T@mvC@MFI<|`7n)*?
zItV^4*>s4I74{ve*tk>PFsOZYtE#DnoR(72)vH)l@moua1nL#abW1P2WIe`$QY}JQ
zQ05Ww%em5`MSglQHl2-3w|5IEi~1cC)E<ibK26`FQ%g&#gQvYXibuS*DECilj(X&b
z<B@oi6s-^GScpF}J!SzzQW1|U8q??Ti~R+hSws!aFh*h~>B;s4{bf8UrrV6J04Fsk
zw%0JV+G!#p!$D87K`6OXMpbpQESQ;b0m!FXr?$Ez)#0aa(@~;(*Dq0TiKcCyimK(y
zXnBQZb+j8(QE@o69>pcq)=r~&nZ*3+3iG}N-A<R4?M26=R#4EGhFiVvqLL04(FRxi
zs)V(I<8ec#Wv9wr*HBNl?da|DWzE!|#%smc%1t$wVKc18xnb`qH<CG=Gi|!t(!}=E
z(qmP&2+5tHFM{1Q8bYg;b$Z`M+z(?5k<1`K^_uiXRw_U+5I~(=<}!irB4f5{3R7XK
zXk@aWV+i7*&&EEu&7SNy$G6!NAL9@=d!iFH$`#x#9On=!dwx_2gw<C%ih?PpJI^r=
zq+p`yI2`v_3MQYi+27kno^$|H3yq!nWsInx1-kd30o6DLRZPO>i9ZR)Rau&r;G|CQ
z^n<YuaWWRhyX>$GGGimPiJz?bjHkx5qNu}6WYn0(I@wYl%Wx-adjG$Vc(NI9mHpTT
zJ&6)eJnl)7+5`-JvdT=%=qH;5?bW1LL81eoa6o7u6`~Eo1XmkX-(+5$J@!O`Zm6k#
zQA_jE<<2X^GG{fD*%P$qOP7u_6>5@bqTRT-!L`U*>Y0nL&}BQ-z#r?-Hz-w#=?n)w
zeeftiwH2jaE{Fy7TPSFyNk6*Cl!9w0NH&|L{OVL9OUYvWXin-u!0<h74DBf-39_lv
zsW{Xvs_5b1)Y9eZ$O&yMhoMIkn&{hC)p1j>^DH%hwqMgHlY_%+R8Z(ZGA;fyMR))e
zkF{>e^3?s|Vvfy$#CgbEDpmcgS_m~yuC>ol@(ZeDawY}mT59NjdHX?6-qsb3^IWEI
z<%!Rv#8tDxr|qmdiG6B6$HXieA~(efFEi$e-f7MJ-He5f2;M*In3?%jHacj;mY+)N
zxxv#L)c`tXhd9HkCfaZB!NIDZ1Q|c^A(d0R40P1Ij9z>NTSg~8^sV&Emi0mN<r9(V
z@Z?Px<;oab`(tkmrj;k(1@j<p@tWmi&8nAb>8h!5@sfIaTW_$cOpCeM-;_kHd70{{
zztlT^R%@Z#8}s@<Fu=DmM+-^8RM&cj7HD`p`Bg{PgWbM)^dvR)n!@U(OM-*fs=H7x
zK(tCS6Owu&G(oq!rmC^0>aq@}t%Pv)uAixE#O-Zdc@|ZXCfV)<r?pm7j<b|^;PoTa
zm_Ob)s_Q*pMuFG^L#H`iO%73t>a@RZz1$j3`L3L2zeIytmDOa3T9Aod;9PBLo*BV}
z*0L|ZP}TM3YI^%?WAln;epnH<FRRVTu^H2s6Vf{OwXOf_+;h{j!>yjgIS&Auo+Q19
zd(&XGRnajGgD1E$jd`>@p>_mEEy7bO?4TN6Yg|pG!<?vIeJyr4;<RhE8c8<Qw>H)-
zUA(L|)zDZ+Z`@K>Fl(351A?-RGCg6gMiR7!P_}?J_Dia1=PmY%XgXh1f69tlnletL
zOs3PPs)>fv9=p{F7BgE0v0*g~;~qb!2XNLc(6Qto7{g^bB2>a25z6|&t?CNqZI?6`
zqN1J=EGDVV)fw5|pR$^&QgLw*O4ZA1mn>Fqmj(O(t4Z0tES+UuM)4C2&Ftz&Gr84d
z811e2=hVuiGCFnx{3TeC3zp-8g(xR$Nz)*Gy|4$LlfIf9G&Q^#X_o)2+sxH!4KQo7
zM2^#53&&(?_8xggO@ekNSVjbQNLEvZBg>7xCm?Vuj^%pA(JAQFWU+9eX7$yj;MTi(
z!kszVn!T21`k>X<m-Ej`SbbhlElS<8`r4NIU>6~H4T1d5KU&+P>Vz-!e;I)V=FrYE
z+3IzvX@AmV(sZ7!y_(r{CJe4}#4Js=iVK#@D1CVTN!^mmJQ#u6`l9Gk7b_UHukPEQ
z!X{H?DE_ztvP`r%?e50fEfY22bW%KeSXHf^RO>aPxHxSqQFiq?F**=JkwME#bW{wy
zg^Kl6aZ%>TFLe@hSr9!uf%kRvmZI|hxb7%|M_<P7b~1Mq1MTpJqU~22wK%1&r)ti{
zW3@D=ZuMrq>pP0!Bp^6_;gD(R*nx}U1cytV#DX&xz>k@H1sf*Zy>9Y?8k1+f&3l1K
zB9R{$R(T?jk9lHRR!=a=1-<}d797u9B9W`O^x*iw!m)(;^zbU~%=j);80L%-X~(E`
z%D&hi+&eKQanTQJKdc1NYsYl^KBy97$!q%VJ#c@RS7<`IGB7!f+`M<|xg@6);*rDB
z*0Tnv$;fh8dfJ!|ORH092Ly+uV|x-b_)6v$HM$$i5oxEHNW0nXlEMxzsX-HPCdf5S
zKL<e-wC>#Ys-`*DT<IZbCsq68k4l=3J_j+H8UI@ABk)lm>X=4YM)W&1RjRwAApi|C
zL>Js~Lg_2-iGo^byAhmzOhESdEgp0Hs^J0Mb*01pY6mf5rxh+~-;jOTW0f92mFUzw
zrAX6N?Qk6ubW)72=Oqsb<*v-hFZvHE{@}?7u=w3|b9C!h4=ZMymqV%-odp-eDTu-Y
zX2J8U^mB+DXHiz77jje-WiHdHq?6v@iGo%LJ9%*QB5V4=v+!CgnkkTJ0hDSVI3*Fi
z5D-mGm5f?f3s$Yur?kg$p;#R$vF2{s?h_~VllYi7lf{H5yQw-P@mTO|G_^$@Tsh?4
zI(xW^m#95xkd>wI9XK-TucXG+xx%CZFmm@I%BRaa{7(9yjv9BSmxjYD+6jW$T&^qg
zKOEm}c<2a$I^UzV)xDt*s;rzFtn<fBt#rNYx5pjIh4#df3PdB1hBE$XPLON2LWU~M
z)Q(YJ;^zyU*REL?b`mr-dR!L2f1bX7khIa^5<=1Ih8)MHgHJUQqQ)jsib<NCSmpMm
zEU4yOQpjalDm<G^f~p_6Iueh9bOF$sL$*7;Y8}dSk6~{I5~F@Yb&>pA1rxlcmR3%R
z7A;+NYVERx)!}n1t6ORpJH4*gUEwn|>_v_Ae9!-GRHl&(PMxh--eA2&Fz7AEd1IY+
z+tfwqXbo79ILmB+l!Pg&>zD53VBUpndQQN_=JC|mBn&uO$3CoDz2G*%weM-}N}9R$
z4f_es_VoRvAVl4kUiHcm5?sg`Q$q>T(ZjXKfScOOEVEtqhAEBGqDy|NQ;gkVPB6Ij
zWj*j&>?yAHi;ZLXByR<~b7KqQSaQ+Dj3jUTvnDZ~?1hbBX06$+Dq}96Oa)Z&=Zwsf
zJ+jwld~7W{Skek+R#D%})}%eM>e0SRNYCKtVEPQ{inULGVw?J;aQ+pvvJ}Z#mU8Ic
zI~|2EKy~`oySd%YTz7YepqYjsbMt5{11?C9am)qNLSqO#?1Fe0^YUq)E;oOo;~0Ep
zO<X+wf~g_*@g1TW4d9d_Z7`mIMLI>8O1eDc12LSQcPtj|sc|CVTEIjMPoP3srhy#8
z2n8qUlt--Dbq6Uhm9RWk^Ed@+CmpI}V9;I4Mk`s95)W9irZ%x-mh4h$HiCyOS-3Hd
zT(YD%0fU!psfV#T*6~ZWv}p%EJ%<?Q5GI=p^<2)5{6vmovMEp0Kqjlk|7t8_9r2@O
z_e9s9tqW@I@s#E9!wBgUBMEQ5GAECz_|b{k<z@P5Sk7EYDjFO}w1y+*eGTYb3vCXh
zz<EOI2jgd8XyYN;$l8Z>lDRu}$H?4arN7$`c8qQ(NVA{i>XzeJ%N%tkNbQNKjoX#n
z+w}0H6}u|7V`Db#922CO3$_AMD_Zn(WN?v2r$K6jPZ`s#JXqpZJ3aoTV)sx+xQMIh
zU>Vn4<)u-FG;iuIG5LN4J-Sb=Ql|0D>8$jsw|c^Q{HAztm)v&nyq2bxiaJWGxUQjg
zS$HS0u8dq#SEinoK5s!q_~y8>;5nJ$4ze{i9@}|yHH4(+PJ@>+!pfE45Nnp&r{^dW
zboJ4y6_Jadppx3YR?9AMQ3uoyPi}*Q^<~p$+Lu3<wA3~(p(ii~r^@P<E?M5PY(-s5
z<I*K+*`>tY(N!@YZ^1mWY8%khllXd>70navZQ3tvTDn9Z^<*y_W<uYtSQBcBb(h~;
z|5lq3nLGdgI~xQ&$b?3GW|N;Td8l3f68L<(bi-(ta3`wXtJ5@DyB0b;Y=>c%v)Ku1
z8g)qU>U<z#H!M_<>1-)I1(j;QeqO>juQ91tTvI=KcqYa9)n&!gGP^JIsN=HODG^#u
zq)vgk!4;fjqi<w}kU<lb-qE4f$bZG(cZ-W`uGY72)QOD=Rm&8s{f3K)?)g?*8>-IB
zuSlg-fGl0HWMOczH&YaPY)5g$-N0F06-suQA%10vTEMYKRB)(8jjMGe*40KH&E!5`
z$n{o&aLxAop#wZu-_*c0?e)y~PMz4~o|MF2i&KpyJ;C*VaIs0n9rIix+Ana&;j1<L
zBlA6d=ZLEYaLTv3j1vy($8@zT{_gt7>|;U)Nx=k6m3eTBB<aSPd@!oV!1iwbjNpOD
zNv;7=Q>WTG^Xktrymu)Wcc`P16<=BqJ8|N+N3l^sW?GxL4AiMpx^_b6)%3eZE7T1e
zYBiea7*b=bvNDqyO2l3vEQ)V(7MH~D!347rcnik91LN3W%|V?5ku>RcR{g<SL-`EE
z&)!mkWolTIWxH{FCvRs2CvW4^s_+<sd*C^`(!_g0*KL;;ui(20MBS_RF=O{x)G%^t
zwK*mfi~wV&Xt8<B)ebr+X>NYI<|Oq7#|!+yCE<F6?t|zZ{&2+vIHQ<00@6FwbPANo
z9dkm3Sx#V6aicnY`YC%{?=|KV<;n&A8xf4XYK0=WE#y0AuA}TIdJ5K3Gyn0WnBZ1~
zCy8<0i{R3xonDh?`w&I)WAIG6_StylP?|Oeca@yRl)@9v)tMUV22=VvQTAXO-}M^i
zdO~pSDB2|G)m(Ky)SfA4d3+Aeraio{-nYOW7o-VEc!>lis0vu!PZ{gZTr`u^CD~nV
z?4XzAJdu;K8jnT0<KV!}1f3#s#LB3mtK@aq>$f71rv$fMp|jO#IQztqa=bS>WhaKz
zov+y1D&HB?D8i1Y^pzeqp14Y>h9l9;(I2wsjfN+(ys7&@kt6MDc}1<**DqhbbdlOJ
zshm$|yxcmb7Cyt1!So&dCaSOx<XsazUu%}~6V_e#V1K4kfHNfI((q=3zALL^#~cq<
z6*O2FPzQU%jc#@-<Gqxi;)9Z-4acmfsk5|8j$fQnZE%()bgo(tPLeh5Hhjd}<OtWT
zwD1r#UbLS;mD678%u=k5{b-<t?n{w|ed~@F(4`kYdoGM1HW@dTSZ8x7q$4V^+qsm~
z%8$GN*wo@hVOL#KZosknM1OigbY2U+>aH%>D-5E7+Vb?j*>O#`E*qCuFImylM9;Ko
zTtbW06^E)lMruT&oitgouyJ`y?UK5B8t>Nyi_v>!)}EKuHnuER;a9xZ!bbJZv3mMq
z@b<l+8*%qxsZlhC?V^zw7E96>o6!2S+F46iinwEFRAu*IZl;Q-1v_)<y>sd=gCwDJ
z%#EQM@FNXsE+WSeL5@sg$frT;uk1V6iuIjI)$8c_e)x7aHP?@|oLrcymAXp$KN{<(
zz_TB2o6sBVS-41hH}=G`G|54OZ1tIuOai-t4%LldyH@%V(7kOWV`M{?alI*YV2d?I
zrN-E<)T*CBuN`623hP?%a1XUK=st%fV({2Yf@`bEUS}{HZQVfbY5ox8*|v<5Nw{+5
zE2d0S5ge3{HWhZG=`3sc(#`CT1{1xYX$>0>pIbBM)#At7Z7*ao&v+H5#1&3#)S@#9
z6OjcHeLJf~<LFMIb>IlOU3atE5_YP#r`;|Gie^G7m^Vd3Nd-Rcb&{nO#*V$`2}2Sl
zXSE>i613a*Kt3$(FR%N7W{jf;%A|*z7}qVy>nKQ1+z(~7E@4-cH4SlZlr=RgoDz0O
z*^&!`YhwDOY)aM|jh>E%wTkVQvZgi>JyTYJOp7v>&M9lssDH9sJQ}R0H@y=cAogsF
zO~4Ulnp5jd?D1}Bsx74G@{d}^8Ta#-!f@gn4;5(Da~II@&U*8_L?x{EOd{^Lk^o0r
zmS=g#1|DN#Vd=^htr^Q!uHdR1*#gJGtc{Up=cy!v{jCJv4$l(D9^9aYI`M*to~TZc
zemoJ+VHBE}!r~UV#G_y~<7t&kA4#R1;}W%VtQH6ltUets2si@?;2V!<m@VoJtZAWr
zaEBb8{ZyG+>KoGosx!@$9<EN*5kvG~(_r$8PO{TK;G-&uBi-X3U98cCW_6e-`%3fP
z()voLDd;ptbm&SF6P=4lg;ts~)!Brw!jWE4b;X38p$vAq)mdG&$gG|}AIqLvIblvq
z>Xj3EdR9~2xQ;QZ$f3GHt8BD%azOCxd-vIN!SWsVJayVJQFj1Llmr(6;^#i8q-bqV
zKR`do^#nXjKW=#3eVLY2c$8FC`c$ecexhYHRchIT*<%@<*lJ)8K-7UL+Tt187$kiJ
z>cDttPprwAl>>F)+j(Zf#J3a9lOxA^s?6I)mQ?GLr|OzU=II0#vs1JUTE;)5Ks8)*
zg2O_Gk>kVG%Nn`4{c12Ap_yj*)hv^F8W!@C?W_`+GJ;!fbVnaN{MalIryu7M++E>L
zf~mg9+8}nSNmk?Rm|w0oE@>^9=C`Wvw4Wf&r=k0Jch@@m0NN=AoP;xH4|ecPIZ=NU
z*>A-O1k-f)YMH(2gt5fCvdoDjQP#P0DNg3&531t}giF#c>FM-<+hB-jmvv;iLp@t~
zT7yYYtrDof<7)*sOkom?p4f<GIoXK~CT%jsS>_J%A5@xXb)jt=!PCeYxiZ?7Q3ASB
z(mb4Q?2^9(r#85Roe82Ufb6X)9Z{3b5cSEls8di)p*ROGDCOf4r4gO<(<!3hfI*}M
zibN$BQ8;ZYG-;$}@0qLFCfcTPnlTmP>SWBsEQC3U%h$f#1gHdpT-h$7jEOd4+%#2{
z9!pn(OCYnTr3RK@&65uo>WVTnbxYA^IZH?F9?js}Ctlp_N0@^zY)NHFz)3-O3gIv#
z3#a`U3KK?=t8RmYXts=NHojMF)dOp+<23>#q_bhin;K&#I>!uBOFt<s)2)+H>EjG_
z^a_*3OPA5Pf@~)pX2!m+TxRXbl7TeB8rQK2>Jw(rORE+xZLY4ZtD`es86)FQTTCAv
zh=xFVQ9Z%)fdZe>n<mpU?l7i-6IB7wDs1Mv^TB;Y_qi^_&<r}*{t8Yq)=mw^o4icW
znH2}KWVn|`SIw;C!h;;u<4$);ee_X-*8Xey0b#*3Jbr2-b2s0e*DIF^4q2FkYBVjj
zYLDtc<Y_Fdx6%j-jynNiWmKOfj30fVus$%n%g%bKB08S8tFAp1mgOe>JYiZo0joE7
ziW_O2z#d)fe$6!Neocbr&zC;m4^Z_U-yF;*9V{g1UUhHvqD4t_p4l|ALn4xy&^g`~
z9j7&pMja=ZZr7vHM*Re8({LKAqgjJW6VtMdDd}|M2I<w(zGYWR+{9&1CP6C)6A(0X
zkRNwj2UGPuVUAgg*KI;3#nsm0WtE7u6Lxi^`ZXbqURL#ZyXTmIdkX4|G7H$@!<C||
z1F`!Ys=W~HVLD5hX6=iT$#RWxqHgGb1{>}vv(EwITYBs}Fq4Xugfu;8c`9BS_A~`%
zEqFM13wXj&@?uQ1L1(Xe>E-HiFY3>B7xhKn^H?3M%4Ld+-pwqWHplBu5=Ey#V_ONd
z_(nq{W=pPGKk8{5&zn%oSTvHf&QH<?;L_A`8e&(dNl;Tb=hEACvx14pfz`?H|AA`Z
zaf>pER(_mjBC{=&y``Xi-f`?<92D$f9K71&%-xv?+a>ZA&GlBKn(B4Y&S@?xtC-8|
zgwh>KIs`;d*lMEpD5{s9nN(<NRLw1E8!eVvaT#^h2_770FMLocMb+i?wF~uge3VI?
zMP`5bFxok)U1*GoG<R`}y!o?|O6M>A3UJPlZ09Fv8+Uq(dRUON(kir#2Jc4%UUxFM
zSBok>_3~Fe5OEJ-1czP#IpJ-Y-2l%_{1l4du`KDQP;k2x^IB*Kt)3#NmjIj<ep(2z
z<57(eoNp*pk9i~BQ*(RpO+Bo&ze(S-=iu}7AcC`&9ip&n{h865y9!9k(e-O4jc}7@
zyersD^6bhe@F152MR2gf={PpwDmIrYmAt+Cl5Ul(E~ePohUAjU^v0@l28-B~Svd66
zHP2mPkF9e|9m_h0n`$Oh+=J5-G|+bim4mT|?XjQhV!JWQvUO-LO=$$Ie8x*6b1T4E
zd!>S7H#JnKx)%XFxYbYE=c4%KQ|H8!`*^3IHrr3B<5LQ*{CS^02iAKd3$(T4UGAl&
zoXqNRX1Q0KY`QO{i;`SHk8dF)`{o3BUa*QAyKWb4vs7mk$po15vpto)DyTv-`h)>*
zx{;-u^w7&^jsMxbvA5Ww&e12Md(L!Or^ih`F3a&#8lJ=9lkYt{N6?0Dbi_r@wmWf;
zO?ro#>*C|>R%U&~UcS{$m!}zl=vZ44nAqxQOrVf=ku^zsk}&0Tn5CN(2>x$c6~>gr
z4NHcf@U|su(%G7qtl)&UFj<wdH!@k#v9>c=5)I~MiJF=$iIin;ZL*AIRSy!s*5c0h
z?e0sQm_4z}a&pif4Z@W`c9E0v0Eg8eZ)0A|IaHtVU7d?L2M3Ee<(Y*M5~H=Drn+i+
zT!T8oK4U@S!p3Fvj4pa0d2LhVXaPMzMjiN4FaK+zXRsEJ>%@C7r>2Li(#?~3v(*1+
zNK7|SqP?NeI4aS)B@5}<8{=5~3l?O9WBBeyeeei=W&uMT%t~+o-wHowNwKbJ+}6|m
zfnZ^h92)ax_DeRD32G_K?0)Rk(G&l{qOx6I)j|xdx6&e<J(3B>BbLwHIkLR&1=`tW
zrwJTH%UJ4Mnp!lZKr2o)*4Nda+PJ))<{;)-{?#pX?8Yp4(J67t8Evyyga^i>g%Vur
z@U9v~3WIBkxFv(w9DllOj?bl=&5z^U&f_G5Fwv9e1N1XSY|rQwI6Y=|R|wdtjyf_D
z#+nK!IMs1eOSn#lP0?e6sNrDL?`Z17pLPv#Qg9D6M3)WB=z5}#W<?YCj;JH^{mcwK
zJm@7!O)Xr~dHeK)KbYmuSx~GhW0rGqWx)<e>a^-+XIgB}gw&otJ<6YMgHd$F9v4Rf
z)cd7{gEt8WPY6=epad4sAjqc2YKLwyJTpUn5gKG`V*HsII{wdHItEj0uV(PE&TC|y
z79A+&+tM##4<y$2##<KkFd*|{)@++y)G4abYw-9%dM);%3Tms((nxIQt%^Fv3L5cJ
z52=o|yWQe6lC1FT^+mN*%P=kIcEfj5S1650U#xCyg;%!plFeMI>rrh=M=%UfCemO)
z4F@QT(QaQ2Yl41XWst0+I|WM?*0)xhu|d^xeTA%S-of-W^<U~>y7gufw7f;TMAL(-
zs?O57?)<oplkNVj3)zAHobHcH&zXX&79{h;Ne-gcRXx(y@ixjNmx8zJWI%m6i0?dU
zb;k5TPOr<iqt3V?y7V6H(B#WxQGQ}q#-eF^yYB3ZVZOw|krgUrUl*1RbAKXPTkLc?
z(PmARITJ2?soT|s&yyQO&;nK6#yOCQdcW*T9=`b0vlScX_^79rEnQgKQoBd>vGb2I
zL+QQe(X&x%n~z?mt{BW((b%-Gep%Rc#J@e&{`Sm+YSoj+PfPf9_G?q8DP5Z4oz_&p
z&=v@ZFyF!IKl|<YQ$2MSd7wxg*AHSC=2V%Z{Sq1y|60*Ov~c73(hSeP?_JhfSDy-A
zSjU<(^FVq_;aocKlAw^L9kF6r=If#D5hoT$zr(rC{aQAM6~!fiyE0$$M^Dk5rHdQu
z%9br#nvTe5Caf>8Ik3Nz&HSlzS1f61Y_88D7x@Y+82uKKG+Uu;T&faF*VB2PAVyzy
ziY<(QOrpku#NVT8AFT|odBw4B)Hl^yxd;WF>Jm%F`FEIzRh?Yk`X`7MbFH155c@@(
zY@}I)B@+8af`sfE5;HK8p#4ppFm69$sV4kd*1Dc9>r7pTF0m5v+s}MCmI14}^I`9N
zDV9j23iHV%`&zVhceSGbs>-gBUT0WcyKGtQX*qk;Ep2YDU(%AZ$C9Nj^?MwA__uba
zr$g7BY<h|MhU!JjYMbkG_E@}Z>55d&_&=u}utv_tAemD0w_Nk{?e%kV^481AnPmPu
z{K@g<fZvy(kPClud?nyF73fz1elr1I1NhAad;{RO5b$By+WyZM@U1|9KY{<-0Kc_B
zza8-V3-mhxznwt86YvEBz6<bQ6Y$-DpCaIU0KdI}?*;r00=^IMI|}%I!0#mB2LQjb
zfFA^Wp@1JU{ABY}wSV6f#P2(RFBR~kfImRMPg+AKVB0@Sz~>p>ZhsCC_%9#uvjltr
z;13koUkLcw0=@|FWdgng@COO_QotW9;L8DDF5oKxUm@VD0Dp*puL1m_0=@z8a|C<}
z@P`TbR=^)F;M)Md4z)p)MDPiJa^t6Vz#k#d?*M$IfbRtSLV^8VfIm{8-wpU-fqoC*
z-xBb>fS)U{zYp;H|6lU*?+5%mf&KvC=L`5jz<*1?4*~ut0Y41*qXqm3;2#nAe-!Xl
z0{xsdbv?KH-(v)PF5r(9@OgkgPQd2_zDm;n1HMMU7Xp5PfG+}kt$;59{4;|1DFu9;
zK))RD&k6J^0e_`HzY6eI3HTbo-z4B00RLkFp91{N0=^aSKN0Y4fWK3~w*$UMz;^)t
zUIE_;_<IC=7vS#_@ZEsFTfp}K{&+$A*9-U)1biRh|01Zr{ebTk<bMG0CkpHz1bnrC
z9|HX20{e#n|CWFs0sPwneiZQk5b!x`#ryyF1bi;wKM?SFfd7|(&j<Yb0=@w7BLcn<
z@HK+?D*}A2fG+|3e+Bio6!4!2@?Q@4%>?t8O2Dr{i%H~y;1mAj=ATu7UsJ%>0DghM
z{|$iOT#)}1;OhkXt$<%B;M)LSFW}n&zmdTI9e`gX(C-BNR|Wp>0{pfDz8mlb0=@_E
z+X?tyz<*7^_W^!WLHYFqelr0-0Qkj%@*f0zgMc3be4~IL2K-3^egyC*3;0pMHwpN#
zp|$7#%>q7`zN<bq|8+t6=K+2<0iO@}Jp_CK;EM!&A>fzL-^`!WKe_&^2=IFf>Te0)
zmkRVt0sjqwzFO;d%YQ!suhx29{+j|`t#!Hl0Rp}T@COQb)z-NB2MPET;P(;4Un}6R
z5$Lx8{u=`QcEDdN(C+~J^#Z;V@XDv=&*`6B{p$k!DFVJ5@XG{z58#&z_+G#tBq+Z=
zz&|YTe?Q<47U&NE{t<!xAmGad`a^(!RG>c$_+JV55x}n!@S}i#Lcr&&9dEy05%9Ty
ze^tQe0sb`spAYyJ@`-Uv`X^Wa3jqHofqo(2Ul;I2fPYiKmjM3n0=^XR?+EyEz<*0n
z|0)6hPl0|F;NKJQHGm%x@C|_fuYgYheuW@@TLHgPz_$VZQ~}=(_*Mbm0r<59>sOtC
zKTV+D1^9IZ`rUxf74SWP|33lW3;6W~d>`P~6Y%|jKV9Je0l<G-zz+ic3;{m`_%j9k
zFyPM?w0|RjFBJHH6!5zX_?&g({r|ZF`*Q)mr$9ds@KXhRKH#Sb_yWLB7x0CEzd+!>
zBEat@&@Tb}OaWgC_<aO?IpDt`;41;Yw}7t#e2IXs0sO%Nz5(#Z2>2A>PZ02}fIm*a
zw*mfm0pAYzV+DK%;1>$`PQWh~@LhmES-^J#{&GS6?*V+XK))C8%LIHM;8Oy=AMncs
z`~cuv1pFZ2uM+rw2=JW(ei-oI5sV*30DqQ%9|e4yfX`Vs-v6I1;Bx_gj)2bt{C5R>
zKHzT`lwSeh?-1~XfWJ$?7Xkhr0bc_6a|Qk@1^k_Y`d1G4^91^pfInZrR{_39V1EtZ
z?-lS3fWJUse+uwwO`ZN1e8QjH`c*67zbD|^0N*Rfe>>nG6!0B@e?Y)@0{%il{<{GG
zkU+m1@D~a6djNm2fbRwTB?7(=@Rthse!%});J*RDuM+Tsfd7?%9|HXM1^FKa{9^+B
z5y1aOz>fm{DFGjD+}r#2zZLMg2DJI71$-XhpB3==fFBg}p9O&L5R`u*;GY-RUj+Ey
z3-}VizaZdC0so?aF9-Zf0=^RPFAMl8z+WaPzZ$^*L7?9N_*Vpc3h<W;>~9794+MN0
z;I9zy?SLN=<i7*(e-`kafPYiKcLDyd0=^sYKNR?{2k=)4_+G$YCE)u2{|`a_`vL#9
zfFA(-TLOL%@STGE4*~uif&MVy-xcs9fY03^`S^bn@K+1+pF?N8)yE{0qn<zTp1}TG
zz>f%c^{f|H|9t_ko>k)V9|(B$tPYp|mw;E#dT{w`1pY4q{J#bIC4m1(z?TC4T7muL
zfWJ<_R|5V=0$$zqbp8K{Aph#Fr^|mT;2Qw{xqwdr{tE%$3iuqs__q!4Ul+7L?SS7+
zz;^(CcLCoC`0EAn(*^i-1pey={0##A9>8}A_+G%@DB$}5zo8)i{ea&<zz+a^UqSf~
z0{$jJ{)Yg+iNOA0z<))+j{yE4LH<Vpf3Sehq5j@&|0)E0F5nLp@OglrCh%WA;HL|C
zbyvsD|6v0A3ju$)fG+}krGPI1{9FNF3i!PQ{woLkOaWgB_#X@EZx!Hg7VtHI|A~Na
z0DPGs|0%%F7VxcruMqHUfImdQw*&rA0p9`m!vuUM;13t@U4TDQz;^?Fu7K|W{5%2Q
z3;6j0z7Oz63HW}%A1&Yq0AD5G2LZoWzz+ewLBJ0KzE#lvjsX5N0Y3`(ZwvSwnrpcI
zU!x%Z>a45F-y&!~^8nu@(9Z|_5&>TT_@x3~oz-;npAzszfImgRtFvyd{xShy3iuWQ
zUk><N1?67}cy*_W{ug}0pWOa;72t0Z@HK#M739AG@TUp*6yR?c*xw5HI|O_i;O`Xh
z?STJ|ApaeJKTE)O0{%Kd`_~2da|HU`fWJ%NzaGHfD6qd5@aGBa?*sh#0=^&c?E-!P
z@ZS^ggMhzV;Qt}OUnI~U2K+q&{Sm-lBG4ZN{G|e3tre<|z5f4w0iO%_4gsGB_{#)*
zKHz^K;0pkMg@7*vyt>m%{|i3hPp<z`&l*r4+y6fl=$8P#SI~Zx0{$TZUk><31bijn
ze=gwFT*39<ee}1`@8M6*|22UBseo?){4WLervTq4;MG{g&HpL^-v;={1bjQ-@29_o
zeh+_g{_g<%y#$3^_><#10soLdzYFm93G}-G|5E|q1NdJE?C%A9pMY22b>rt(0=^&c
zFA3sj0Pyz<{5J^rp9%OOz&{}1hXMav`Wqz?e8Qhx{Eh(r838{E_-6%t4waSq*!|D*
z0$!a}aQWX0_&mVBAmH->|Du2|0Q^e=z7X(l(ci*y4}WsyUj+D<1^Oj`e@(!b0{)Kz
zz8vs>67XuT!;POm3-~I)zbW8r0RLA3-vIc(3HTJ?|1RKL0k7JmFz&*iT>P~G{w)FD
z4)}iv_zu87NJfWthd(*{I|1J-;JX0-zQF!&!2e6Y_W=Gw0pAPwj|6-l;Qu4w`vI@|
zq_Et=pIrG30RCeEKM43w1pE--9}>jRFyJ2+@FRfFp}&QG3x9I{8wLED0zPNMc>BAS
zfX@Z|x&l5A@RJ36KHxVH@CAV1P{0=gej@>21o({wd<oz;5%8se|B8Sw2mGc2z7p`8
z3-~I)KO(4qHGqFqz&8MX8-e{Pz;7$yTLHhFfNul**93e!;HL=q4#00O;5z}ogMjY>
z{Eh;?8}Nk!z6bC-3;15Z?;_y)0Kcn%?+5%>>2G1b75?P<uK~dSTu}c80bd}{9|HU@
z1p32(FBbT31n@-yeiZOi1$@p%@&5mpg8b(KzE8mC0sdD4J|FOV3-Vt8_<aO?A>h9u
z;EMpiN|65&!0#{6F9m$5fG-F9fdak~@UsPc72ppL@HK#+CEyzX|7$_{r2s!)px+Ak
z#{~LqfImi{-wyaH0p9`m{isc&ECiqMC)a;;0{(G9{<{Ewyuki$z}E=)9>7-%_+G%D
zDB$}5e}aJT2mAs7KLGez0Y3=%g#vyE@O1)y81PRB;%@}-iv;?kfL|=&bMoT-e}jO}
z1^h_@J`eDX0zMz`Ckyxjz&8o_Lcsq<Q2s@LUn0;i0sLWt_Olf5>Y3j3zeMeCIpCKH
z?5_lTO2AhE{uBXU1NbKe`ELOHQvyB(_~iooTLHgJz_$UuMZmWMeuaSV0Q^b;-wF6r
z1$-Ca&lK?8fd7tw?*aT-0=^gUzZJw^AK=dw==THuy8?ay@J|cu9|ZjQ0{tPtUm)Oz
z0pBj*M*#ml0Y3`(3k7`6#_|6D8G-+E0spLk&jb8r0{im;{{sPE0Qlzw_7?(Pz0-pJ
zm#F_N0{qni`%3_St$;5D{Eq~DIpD7s@RfkSNx)YD{>K8o2Jk--@C|^!RluhJ-!0%<
z0e_o-Zv*`80=^yacL?|n!2eEAe>wr*Bhc>x{JjFc8}L6B@I8RPU%>YQ{$~Qd5Ae?m
z{NE4weu4e~;D0aB9|Zgh0)7baFADf!z&|U<{|Mlp6Y!&e9}w_4o5cJ7-wF6!z&|hG
z^8o*Q0iO@}mjvZk0QeUK`h|dhS)gA8_#X-8?<Ig&XJW{NMB|TAz+W%WF9-Y|1p1YL
zzd@j11^8D4`Za(b6qH{B;Qt`tQ-FU(z_$Ya&w~870sajE-wyb{2>1@bzbeRoC*a={
z=yw7BZvws>@P8NZJ%Aq;@V$V4Tfp}L{vQIqAMpPa@B@H<SHKSf{yhOd1o#mFKMeTy
z1^fu$UlYXtDB%An;B&qb@Bcp%*q;md{|NXz!2d~Le?H*VnMg_^QU6x}_)i3UA>cn1
z@I`?COu&}_{=Wjg6!4!5_;SF%E-1fBzz+%dD!~6)z}EnNl3@JN0Qj{9d<yXE2>4dO
zzahwf8{pR!=(huYJptbV`1J*RC*c22z;^+DvViXf{00KP2k;vT_+G$oB;fl1{})00
z^aK7)0Y3ovO$GK30)8_AKLq%{3hW;S{N@7v5y0mQ_))-bDd2N9jrads3HV&VZ!O^S
z0KbiZ&j<YW0=@w7I|%qf!0#yFivYiqfG+|3-vsen3iz)J^veOihk&mH{O$t23h;Xh
z_!__$3HS!U|6Sn!6yQG+=(hrXnt*Qu{B!}|4*0zUd<WoX2>4FGmk9VSz^iw<)Bh69
zAG!hm4S{|S;P(~qy?}p9V1FOrO9lG<fImRM4*-6afFA_>Yym$6_%Z=M4ETct{0QLR
z7L?y8;L8R2Ih)1%{|W)03;06>d>-KE2>5)!R|@z7z#l2#3jse@z!w32T{_d5wEZao
z{67ToQwsQ_1@@N%zDmGX0{$2QUj_JM1$+(Qj~DO_fImUNrvP6q;9CLzj-dS80KY(>
z-wybN0=@(A^#Z;V@QVa|7vL8Q_-?@eQ{ev|z`rZtdjY>hV1FOrmkRiPz`rN3e*o|!
z0)7ziEdu+80KY=O4+DOsfFA*TtAHN`{AmI{XY+Xff4YFr1^l-Kd>-J>5b*hc|Biq!
z0Q~!c_$vhb*#i9{z<*c3mjM1;0bdIE^8|c3;LjKEm4LrMz*hnOdjh@&@D~aA2Ebn;
z;8TFVRKT|a{sTe$wgLVJ0{wQtUm@T-0RKY)-wF6D1$-CauM+Uxfd7}k|2=^JP{8*B
z{@((=5AYue_<q3OEb!j|;C~|E2Lb;df&D{(9~JP!fWJ*({|Ml37x1Hize~X9Y!UDO
z?-B61fWKeB=K=l!0iO@}2L*fq;ClspA>bbt@I`=sM8KB-{$oM>mID5l0{wEpt7nRk
z3Bf1)$=%<s1pKcAd==oI5b!mCe_X&f0RA@uJ_Yzs1m)KX_$LMWZGeADz_$bbQ-S>*
zfLG6i3F9XG$;D46;D0CJy8!>0!2WK)|5w2G0RBaR{k?#HNx=63{$&B*5BNa=KLGeY
z2>3z3zarp=0ROq5{DuMlCxQM5;9nQ;qkvb>Gz#lY_>-$YIr;Ja|E~f*7w~Ti_&mV>
zO~B^^{tH3*6#!m6(<$^@_>=QrA>iK<@I`?Chk!2u{5t}^6!8BP@a2HdSv$G^Dgpn#
zK)(v`9|-sw!2e6YHvoPOLH<*K|Bpbw74T~c^xFXcsX)IS@M{V5I{?2zu>aKw_|FCQ
zcLDwj0pAVy9D)5kfL~L<_X2(`0pADsGX#7;;3o<A0l=><;0FP}j({Hm{Q3fZ81Rz?
z{0QJT5b&dbpCqV%Ia|j2|BVIuxq#n9z~=$}D*`?r@S6(w0>G~=@LwU|w-o3X0e&k1
zUjq281$-&s*Ae8u9Prx-^eX{hAmFP2KSjXT0DgM`-vIa>1bhncI|}$#!0#mB+W^0=
zp#0kbzq3HU1Ms^G_)fs@Cg8gOzlVVD27Io-e?5RN66p5=zF5Hb0e-rG?+5%$0Y3ov
z5&=I5`1J(-9|HXP0)80q-xSzC0{H(E=#K*aK!JYFR`LFSwt&wCe3^jH1N=b(J|FN0
z3-|)Smkanpz*h+PBETOm;7b61n1C+@{2>Cq9Poz<_)5Uf5%5)jKSIFQ0RBh;-vIcz
z0zL)!`2xNb@J9*wHo#97v_I{DKUSdM0r=wtd?(<K7w}zxKS98E1Ac*k?*V+RfbRwT
zi2}Y4@YMpoAMiB-egN=w0)7zi^#Xnf@QVceFyI>m{0QJ11^g)BPZIDsTgUtVW&xiI
z_$2~95AZ1gpAYzD0=@w7D+PQZ;9CWJ5#Uc3@Fjr%wtz1M{Fws29Pnoe_)5S(Cg7_8
z|Ac_A0la#qdARQr{^a(58UX*KfKLJbw*tNu@EZvF?>4}1DB#-x-zKoX1Muey_)fr|
zC*ZpP|6Kv!4ft~fd=KC+7Vy1*zevFM0sayJ-w*hW1o1Nf`0oq!2Laz9;D-SJLjgYw
z_$vkc2;e&f{3zhB7VtUS#QXmr3HV&VUoYVE0Dpsk&j);$fG+_2jRL+9@HYwgBEbJx
zz?T62W&vLc_*(>gIpA*>@RfkSO~6+H{%-=l2Jp8E_y)lLUBIURpC@QPTLIrK&~F3$
zodUic@OKIL4#3|n;5z|-kAUw2e2;+d2K>DOz6bC>74W@)e^9{p0sa92-w*hA1^fWu
z?-%fcfPYWG4*`B-LH!#B{LcjXBY^J}@S}i#NWkZOHQxU}BH(iY|EPe^1N<)pd_Lg&
z1bhMD|0CcF0sl(@Uj+C~1o2k__+JV1O9B6D0bdUIuL$g~1pG?^{VKo@3iukp|3Sbv
z0RB}0p91{r0=^aSe-iL*fPYQEw*&r<0=@(ALjt}N@P8KYU4VZ>z;^@wF9N;?@NWwE
zUcmoV!1n?E9|FD~@b3ut0l@!Lzz+icUjlvz@c$O@!+_t2-pLcL8-_o*^}`XsZ!F+P
z0l%rB{mt1n-v56g$bT;2CkgD&1N>S7J|FOF2>1fP=Lq;hz^^IbivYj2fG+|3x&pow
z@VNrM9PsN2_)5U9FW{>HKUu)n0Dc1j-vIc{1$+wd`2xNb@LLM_Ho$Ks;M)PewSeyc
z{Eh#Yy#4G1{IvqU3-DJ8_-?>oAmDopKUp`!Id89@le3wi{eBeam#mlEe~$rvnt*>A
z@P`TV{{rAoB_D+SX84oqKVJj<`U3t<z)uqJ?-<@Lzs&{ZHwyH375G1AyLkV-r-07|
z{C5TU&ojK8|1AXh-v;Qn3G{aW`uPI=BA{O&XunDTKV86=0)8(6Uk><P1bijncM$MZ
zfS)1YYXHBafNuc&OaY$){7wSC74Ult_%^_ABjDQszmI_L0Q`0Wz7z1@5b#}q|EhrR
z2K>GPz6bDy0=^gU`w93y!0#{M`vJeZfFA(-HwFA4;P(*lLx3+8@WX(=NYH<b0R8}h
z{wUxt5a{O=#QX1^1^T&wp9OgJwKeGf)}jBiKY0cEzg|6B{cGkEj=RFYsAC51-_*Yi
zzet&-Pin5_)%f*4YvttR27k@TG1n7wcB21Q-=KereBL=VsvG{JtF;^bgG$roM+|Qs
zgB;>%{qPSn=oh85X84EjXRFpPQU+R|QtNm1Ycc(wYm@qWRiPgF4DY4>D<>Gge+u%y
zKmD6hTE{V<=z6X1mW%$YN>P7Kp&y8!VR-Wx$nfj2d^XX)Ap1*C)b@wvq{{DeVE;vo
z{-H+SyoM^R@7jMg!=GSyx^f-)xO_LmpKN#)ANI%PpQC?7{=3TXyV$V#uKlMk7``td
zzbA<!{kIKouJNQLoiNE!)eG^HZcu;C$uX}1W%)B1esjZ{W5g`4stJmpDiA;G(ih$O
zud=Bujm5vw_xb-(hCjyeZv9tU_UAQ*Z%)X6#_(qw-WR{yQGqI(-28vv@O#?E((kVQ
zTM>`^p922h0QkR*(f>t4{ZdB19q4Za^iO8=-!=Nvocz<*BcDZ#eizW+80cTe=uhd=
zo?Z}9i}w>(G5WnmzsB&Y{rn2hA7J#)HTv5-`fmCEmeJ3zj<?^N0sW5{{acNGp-2CH
zM!yK?Zvpf-r#=P6|A5io!_g<X$Y*2XDcRVk+~^mXe^LJ566o*4=znhXo$f!@f9}QT
zw*vjGf&Ph%{th?llJ@2Q7)HMv=zkUHU&!dsHTu5%pU3DA0{!iP{sWADtI<EiDOtDt
z?`8CJYjphASmpmUp#KV^zbaw=Uu5(fjJ_Rz+XH<yrb6*QZ1hj^<o{zvztiY<Soz-(
z=<h&(L;7=X((&gje^sXRzu2d+R{P)1|IR?a%;>x2+G_N#a0WoG*3pJ{`_IX0U_c)S
z5Atdodp5)Gn2^7h;rBPZZ~Sy8@$|pgr^@)x9)IsfUv$S$>Y4bc{Hlz;Sw>E$@A}z(
zCrJ8B^h*lp?*a6;q%~EfzcQh|y(ew!w*&nmpg)VzzapXje%6|>t=|Rorvm+DjQ)KI
z^_v;}UZ6i6=-<TX4<yw85u-l<^k)G5XBqu>6Y4+7=nn(^5}^MHqd)oQy8ip(|KE&$
z&Vu;(X&<1!J5A70{O_7jzmRxJHulK}`uhU?8b-g|==<jX$1(avK!1Ore=ehcqR~Ix
z$(h^!oW<yu8~qx?tMOYY(7%PzztiY1^XT8m=yx0aR!e^t&>v#-xBZ2Vzq>v9uQK`t
zbvpj+{(Cmi-*#Obe@`2IU-@rIJS7|Z^ca1+|2YWgAHwLrVf20dUm2s{5A@4{ek-H@
znbCL0&$?7H*<H@)4;g)X{Bj7;znszE^_N=7m;Xx`{k(<o_Gb>z|1+aM+vsnY$!hSM
zoBtU!piqBv$4_$&-|X;i{VgV*%!+*qjs150IRe;!I-}ob^mlbqcJ)^<`dvofF25sz
z{vC||+eTlPLdFQ!f4^e*j|}gte~&Wu4}kKY59}Xe^e6XeOMUvUGWx?n|0tlpA)P5e
z@iWEfADD4n@S9tH>k&`M#y|Di^X2AWRQq2A^rtiWi;TXn{@G_DY$M8zzTN&E3-lK;
z`fWzP$xf7hck^G%<iEz~+x6#op#K9#{~e?6tN-sZ{3nJF>ra>s*Z#K{`v;BvA+O4>
z8rWY%e@F4N>#ubD`pWO?#8a}dPwt|4`&kS0n;8AsM&DO{iy8d_qi>gA9nkM)^m~l{
z!A{Ox|NofL?=<?h|LcMNGmQR!jQ);}zAlx_ANv{oe&GMbKz{=|6Nbuvn^jtAdPXYv
z&CP$Vb*9Yz>JZ3(BhXi8(vW_o(f7q)IisJqI39l|1O3Yw{gV>vU(Dzi0{v#7{|uvl
zuF?0kA6rm1k^e3?d>DUW*|_Dm3GrlB>{Dv&4|&yoq=5ZLGy1C%+W$j_A257{W0{W1
z%pW@#`%}h#yZ>4a?0<>T-}2X5$*upc{_hz5UZB4M=x?zBF25S1zciE8;I~-$5s%6*
zr-2Nkk6nJJ0{v=6f57PP5~Py(f3E(qjDC^PxBKtYfc_1P{wGGiEh8QL=IUR==$9M)
z8pEsj{Wj1aV)RdcOqaB;{dtwq?*{ol6X<`9D!5W|$NyIt{oRfI;SV?e+YnF5#y)*O
z|16-d-YJXpS0&W9->GXGF$nb4S}zTEgHIS2H!}L~8T~>#QTpAjf7dbj9|8K`1^OQ|
z`uUG*r3H?@>;DfK{oF=f|H6E#_&X2i??-ofkpE9N`o8l67cl%qhQHOZ-}T=)#FJUE
zPl2(&&-{zBza7}Go~eZFpZbJW^3@;vnNqe9L%@F*0)2HS1nJK)`o8&(eW%9OA2s@R
z|8X(UpTp>X-{@0#L_V(n?_l`r4S#Zkj?Z6iAs&@q=}GbS|NFrHPZ|C7f0L~IK4SD!
zM&FMA%Ygnq6yT`*b};%)p8W4cJj#E&(Qh@pir*gq{nHrz4x{fI|F$stIVZ>c|3jev
zD5L+F(O>Gx|AUNv5zxO1=&wr$#E}1|_v`Za_5W)UkNjU_^zHJ$8t5Ow=$~lx+dTO%
zWAs~%evRQ(`Ckk4FJ<)qWb}Rg@Anw}L6H9+0sZG0{mD;i|NHcxVf06U{tZBX)34z2
z-`nW>`rnO+r(|QF+@^T{cO%eW%IGgJ`o8}6Bu2jg=>Hh#KfvfeX7s6gMLur-zZM;E
zL-pq+!~6Qb&l&qmfc>`s`wwCCM~uF&|0^RNm0zXNxBI_tpnox=KkX?UzrOzOU51}!
zcwhhb7Gr;>vA@Wao~r+M0Q(Q11zJ>ocN=|Q`Rz+Q@?SqFzq^3`5=Os2q5pox@Gm9g
z*P!>*qWr&U_(LMmA0K~w#^iqp#E&|wk!#Wm`-KIJ{vN;8@pGI<{{-TZ{|lRS`(wxN
zPl5hbjQ)j2-&g*ZGx{l`ALdiV-_L;l<Ba~z3H8-`qEY_af&PO)e+s>)5S9NgjDCs7
z|6e5@>30GDKLqp_F!~=EeP8==FT+oITE|aV|HEv!?f0FG{lmuokXPmRD6s!UMt{1|
z-zgL}KVAJ#82(tp7kKyr3NTcDryIW1!*5MID!=?C@$qXP$p3ss|6!x=t3O9D`sGHS
z{yF$4|E~i2ZH)d4Mt_PY|MxNcM~3&spE}@%{6Fa#9e+N)hT%6cJY_rbapUJghTq2U
zzVkQd5s%8h2Kc`p`2S5te;=d2Z^Zg||M5Db-)i*j_WLQIUq%6j{J+xZ7kczdiAVYG
z1Nna%=wHI<UvKp1di2$M8j${=(XTPQivMSU{zr`dh|!<p(SM)OFIgJzKL>z*C0#&6
z{@?dm9sj=h<DtZ({I?l>yZ%29^si;~>y5sz{{4mFmm8kk6Zz;|W&ZRh#{N!V|BJx>
z1L!${$bXk4)ZdqQ<i8%E|1!{jiqXF{q5k8Hem~Iv1JFN)o|A;~zsl$zlW}$Mo7?`)
zCm!X0$mrYc$E!g97Dj)Y=X6QC<?rg>$mkcQbp5g8_m4pTJw|_q(Wl{c<m2k^OAS2o
z-yFkJ@{y0r&m<oCuN2rn1nj?%(Lc%Pe?6ieZ~xC@^s9jW8$kbMM*qr$`p+}^DWLx*
z(BF>k86*F%GWt_I`EO$QHxu%|VEA<gbo~0t{~_X0`L~1o4}<)#TY&Swz0vozzXvgV
zvEh$&{HJr3`Qrh^Bm29I{dWCVXYF$h8rI7N#G~>%C!zf}FnovM4>fw>57+){h)4Dh
z1N+|v_CLhvziRZ|@sF$j3d2wOo&Kh;{d<wIzvz^B`}aPue~+(W|8Hyb-SaPQ`?U-4
z$baQP|6f4=d`5qE!u+4j=+^-Ke*^vXsexD{C%*rCqR}s*f3rVs{?{fR<-gVF+wuP&
zpnnRZf2Gm))!*MR{LO|x+BTkkS9!HRs~G$Hfc>8U`#)jyKTT-=k=tYculKyR)YtyZ
zAs+cZcUgS={9j=Id5r$CM&IZERSe&d(Egt@_E!S?bLg&y+kXC;(SO+J``VA!82wJ8
zAGXtK{<9{~-+KpKelHk(xBYPAZ#wa){Ca@CdVjZ@{~H+nj}z)&!|3+|ef9olSAT8F
zAZkCh{k_iVu6AXk-`)J@5RdXd1oYMWb6x#1M!($X`^vwR(H{l+>iw^-{`HLhf`s~4
zGx~YU<NcR<|Dvn^9;1JT(WmKA<g;evzjAU;panuyew~K*ji0NCN99)t>{svqaqaJ6
z^dB?&zVYK7jD9K5SI_Tv^(XC&^Z!P|^813(uLAn&`RA_w@r?dwMxTl|@^Q=WXyTFo
zQ$SxmKho8IkkOy=g087P{redGcA&4G|L5v&T8RCBu+jJRKPwsjD8u{4FQ*WX{MTjd
zx7Xjd0`_l03rwi~T$<2-8xW852Y~;!0s4y>{rinR4NoE;H-3J}@Gm8_|6#`dVPOAu
z!2YS!K_LHqX7s7sjeK1Dk7oFFUexhR%e#?}%U{Rv1%@w<(DC(ytB6PCm(!x#Z##ar
z2l*dj^yeD=9X<N5GWtbE-yXm02=uq41|IppHPqK`Ok3glZ&Tt?{>zPif#KEoX=k9H
zV)U<nNrS%r`(#GHVMV<E+y&@g$>{eQ{rx@pzl_muGy1t!{=W|NS26k@y__unKWFsY
zSH|<dJJ8>3H(dUCgIa$|y5#jQZuvJe{8Yn}d6AFHHxQ5FrwiC$1nlo)^iMSUVf_n@
zaP=Qy^m~nd$gB9B3iL-9{Y#C$FMj{Q=nsSZPY3$D(g7`1QttWfZlix-m~r#d&Hs+X
zBmd`|IyoT94X5%y1L!Yg^xsLC|7u3R-00iwR|(MXV)WPfgN|Qc{;y^9Ye4?@0s1d9
z`V~gsH-6c54_tm#h7aQ}EXG**5s%8R+t?rSs{GWmE^<vmp<hp7^xG5aH!=Eyp!~iG
z^zUNydlUNabB2E+q5U5-_KyJnsb`J2{yT6_Tz(%Jec$+Df8tU36}0O57nYMMzu7?l
z97ccVS9JXE8wQT~ssEb!<C%<piP5*?=OCc}Pey;C(cd^D75wJLZv_dU_G^XVH*|Q{
z{_7e3T*II2@UH&V#3TPVfczf<^8Y5IKVtOhpCcbv|8+*c6O{iPpuar@81i4itJ+h(
z_}iAgfb!o1^bZI6HH`j|M&B2I$1(c-!2gv%|4BywQlnoG@qT>#K4mKQ-`$4a*u$T}
z@V_+tMh@@B?`;hKtl@WbcsG7-CLWdFC@8;g0ssA;(f`os)ATO#arK{N^z%-Ow_isC
z{ZASFufC=|<%^$>82v({AJ#wBejWq#51)q1|5&465XpT!elBD9(+%&7pH~?EV#6Qc
z(SMP6RQ^>a|MvLp1d#u=r{nxTlhFS;#3TJK;Qwl%e*&Yw{vUPu@8HRQ6{9}@;;$Cy
zpTp?yVf20d&tnX~ui<_D&o3GKhk^eV0{j2X=-+Deef4LA(a%3!*I&E-ECTv7_rme>
zrqTDs|5Aqk$nf9rl>bS@qxdT~_S@s9MqvL<jQ-R=>G&(~=)b`5a}Do{pB-jk|J5Yq
zFJky5hNt5tk&oMcpHDpUUk&iz65zkTGx`@BeK-DG{Wlo>R-<pXUn!t}$V}|NexqL)
z$$h;2E+Zc0zYpYJJ?qaM|6jrAj~M;A9{uk#`h!Nl#_+2DY61FRF#5Az*YP{YqyGt`
zU-E5T|84)T1p3F7VE<og^nK%pqlicTZ!`LK{cQ#M-HiT&M&DQeK4AFA4ezesXs>3R
z`cKCGPGJAHf&Fv$#{PRfq5fgSBmeaP{WF379~u3R6Y38#`u#xvETF$+ADsV9hqR}U
z$+$ZB&22v#iAVV#GWvG>o(=SW&gd^O`fmBV`n`;P;TiGq?{|Uz2Gqf+oVx3G?FsdB
ziAVV_1^VX!{c=YCCZm6Z$NvX1`c+2X9zR?F^iz!f2S(qmzpnp#7(VCEI)2>t$F0A2
zF!r|t|6K^|{}ZFXtI_wx&mS25E}(xg(BFYNSQJ0Ajs9Vt^4pGh6hFO2zsB&Y|G5<C
zpTOu}ZuA#>^s5;C{4?YIPY2MylF|Rf=+p9S<m1NAWsH7}(YO1b%YpvWjDF!8I?{al
zzhU%Sf&LXh|5HZ)D5LMIKeP73@w3qIzVX9Z4Bun;%_H8AkH7xT@J|>%Y(K(e-12*a
zcoe@K#(yEN;`eIczisx%`Txl1`|9r&#3TJaP=40}{U$~~?=L!jeD!xRqd#c$YmDPm
z{?)Ud-SO)^jQ)v6-&cQcXY@<H6R*EF0R0ab{U?mRum1d#(Qh;QcKy8(=uiD7F8>b`
z>hDfGD*sNP|6`zkGNV7`O<n%J`uixu7a87He{)N5{?9P{(P70iKi&Gb7V#+mJ)rz=
z1^GXn(f_^Cr|C)LqrH;((~458KMMSR8_>Utc$KC*{#yU9TIs%wRPdXd|8C+@{`1b#
z@!x8ARsZe)`db`;^&d6*?)b&k--LLi-){8n_`eJ2AI|9i&FCNR$$tf--(~de_V*s3
ze*vRE>u+lW${`<`;pYDwMt=b4-wX7A$>=XL`fmNxR)yB&<ZLkumtULVkIQ^D_|3I{
z6XH?%<+SPevCHp%VE=4J|23oE;?e&mqn~f|?f88F=-<ldSN>gl>JJ|Mn;88Lqd#JJ
zReySc{u;Ewuaw;SyUVcFzroRW%kMKrzwPX}{~reW&5VA((f`2FU(@;T2I5iqcN%>=
z|BnLwhZ+5c-_kkttv~&Y(QiLT=ii<`{{rZ*H5>bX^4nUUmIopqH~*hA`U60}59m*0
z^ba!nb0X^T@#h5$f4SkOIJ_G_uQUAphCjjK-Tc2o{3Pc)>Ob?p8;`%oK>lZzVgGOP
z4{fP${5q9*q+bN|p8)zDjQ(y3^)F)d%YlAB(0`TDKgj6UIKFlL{}Q8LWAwxRN3}ms
z0sXHXg#CYu(Rcd~SN|-Azu)j~|L?}%>BOV*>j3_H2H5{wM*ojSzr^vMtN#R}-wpit
z9MEq#82fMYceK)$j>DY)%&8+D<$uuV4;h11`TY*)Kf~x3y{kcA{pn})d(Vs4-`@lM
z0%~BDlG}eBV)T9UzpaT!`5!R)Vf?H7zX<dfG5VcGf3Z{kuK#Np{i5^Z{m08d|4v3f
z=RNIz-~8`ZM!(hQ+vBG{0R8tE{XG)uzs=}(0R2~i{?{vT`5$lez3m6XpJaGn|Mx7z
zKVW#@{O?KPQT%m-@_!xV|G-0V{x=-a<?ow+?N2<?A2Is&`1Q{~{|-jK&*;1U*H&dJ
z#X5&#`=2$uZ~VUo@yPy$3*zm^o521VjQ+0gYfF9O|6)eJ&FI_y`y0@|j?ur~==;Y1
zS26mdM&BO)4g>v<8U0f~(E0a`|375(huh=+e;epGPz6&;Zu`CYzqGz@{9i{rD*v4C
zX?;8Y?*RQ?MnCsMt?wKE|CG@mG5XZJ1s~OaybJWdVDyhQ`t;9{kK2D7MI9XS-z|op
z5~1~X?LXbi@coAOjlb_C9{IoI!pVV*-G6)l@;~`-Z2wOG*8ca6AJ!!v=~n{%4}pFI
zqhFd(zmCyw0Qw&R{RbHRV~u`|U0C$HTmJVl`fWzv9)FJl{Vy2(hmHP*9{n2H;6(A)
zZ}?ptUYBa-kH-;@%C86b?^9s^J&gYQM!zH@75wJv-_Gdw1ONRO=pRvu^S|pyTFE#5
zK7@Fb|52kqWDHjA#}`2VK}LV}s0J@_^6$paeT@F##k&4>8(!(Ju}*yd<5NcecShfh
zAJ_jgj>P_ZJt5!D@c&H6|Ayf|GklrHf2)W`<=1wJ_Fs|Zzjc8B)~60e`NZx2W__$Z
z^^`|{ZQ_xBkI}cwFBj;4m(id6iPqo7qyHSk7aHEzem}+7Uv+7`|M)*(|EBX8|0UGl
zh<N0`6wu!Q=$A73#~b~H9{+uV(Qh~UHHKI9ZzG_89i!i8^f&S7|Apb7H@vU@?l>R&
zf5`AOJdAwY_NRb&<o{ui|F3}je~Z!I?Nc4UzmBNK`_D>7zx?|;{ss-N{J$B{?_%^v
zjK16dx%t1A(J$zT$Nv^U|1XUGmY?bT`^s<sZ{hOW+3;@t)v0Ejx;OEt{7QiRTLJq!
z8T|ti>i>YzuLSzr0R68Xh4X)0Lj8Q=QT`i%{<c8>PDXzvqwmJgt&Dyf&@TY`UoiR|
zMnCMo!V-7&OK5>Z#e~~`^%>q5e`hoNvrPWo_&bAm<o`~P{~bX7hZz0gg!->C`aM8@
zC!pV4h5fhYe|1iM^{;_=l>dI9uillNYYH+yEKoWiipp;rqyN?Ld*-KG{+}}XLqLC5
zpkK-8?_>10_2?f;Jj(wl(BBQ{-^l1!G5&Y+e;uQrcUips-UH}wa4h!!GNXT_6Y#En
zF7YV;g+{;M@T&hR0{Uk%`j35%<ImM^W%NfbkLQ0X(0_{2|C7;Q=qdll8U5TJX#E<)
ztNc#~`iIj3BZ~i7U+Db%#!rtj{QQLcZgfBd=`S+;NlyN?Rhd8TOgt+829y6*EB_@R
z|93I^14jScj8yQOtKZG&4;lRqOMf4rzY8req5RJ`D;?=}%B17Q-!%;1WO(2B>xaZ6
z|D~>o$M1f?{@fF>{Z|@&U;DKd@kqZN=zkOFAIs?9Z}ffh|8Ft+T}I!YKOO+|pJMc9
zt)WZm3MYQt@_U@oFIO)XrH>sy2Lk>5s<HoHGWv5o`X$68{|_4da>J|kqYUUj$mma5
zQ|I(zkN$m(e!-PG|91U780fF8!TG=2==<hBrx1_w-)Zy*t^8L2{b5Fb*;+dPm4*+0
zxaI#B;*oypDxH7Z|Azwo)>@qZRYreGC~SVZ`pbz&`n^U!Y=2bw9|rVaVD#TK`o8w(
zIYxf~=pO;}*IR(|zriG(Q{VXe1cu)_A^$ML?~;(8REO;^G5i*5L<>;oD)YB5NFSBo
zu<>7|;Z^y~2mbqn(XU)vD{YmL3Vw6-|4ls7FS%OBuN^-}0sWm9;{2av^rv|Arx1_y
zD~*0Qe^dFd0{WGV{>4UrCy)Mj82&!P@96MOaps)H*xv^HcO0;PfYBc``d2ynZu$L|
z(eE_+eTG;5I|1nLT93;wWhTVaJ^DKmKgs!y`p>Fs;_*`r^cOSwHyeFl`?G-2PXYZ}
zp#L(X|E$qJ+sT{j|K}O~cB5Zoc;){(pug!N?ElJjwUV#?ZbUrt|1ijZJ<zXX^iN8t
ze<Guwb8Wo*7X$s98U1sOK5cJBKCb_7VD$5izTJK_0{tOI{{^G(_CK!vbUGlV+5~s~
z=nccW@$0r9dlHYzuN?TV3E01q(Vv`~EPhU5^lO0r5}^MZMt`S-`l}fIR-m5(`s+7f
z|CbtlU;M01Jo0}Bh@WLZznszUF#5juxt`&#H@q)?u4e4-1O8h9?EfR9{~N}BH-4u!
zV*kHncwhUuJMqZ>gU0?EQ~Oo>*$V7Go6)aYPsjf@k=7%=e=@}IErxf?&&~g|lW_je
zF}yGTdk~NEUviypKkfXV0rKC*=ucW-=ijy8ZNJ`R_)QF7;`q<a|LctXoyLB<{XGlV
zf9lEDe}@=-bB!czg=_yZ;*tOQjsB1^SjErTK>ry=f9m99@w00aw*PR$`}}_a!ylhe
z|5=7_O{l+BGq(SH!xyJLuYYm<zZvn!|J~Q?__gN`7Xbes$msVP{V;w)GhF@s8T~$>
z|2?3;gwY>1`um2$=BFF~jg0=F(GTrc@plo>{|%$R!v;F1vmJdm|En1N+#9t2ZT(At
z{^yK-gVFcZ|Bo5{5}^Nmpnt{^9DiL#-&~_fd%?~Bsl=oBYcTqD{l5(8|D4gka3ihc
z>p%X*@V6L#!?fl47uWt>mg4;1&+u;iozL*A4DZe#T>fn0k^jnXjMv{Qf&boM^j}M;
z|3^l@2IzMJ{l*mb-$x1c7ZQ*1-wO1v0s5aX`gwV}q+S2J<^OL+zXRxB2lS6P1?PWP
zqhI8SzY7`uSi`&V>&DNE4Bx=y-{l90NB-{y`R@YxpRo+*|D1&S#l$21KA?XS(0`oK
zzb>JEAEQ4A^lt|G$1cbDf57Pb_P@VHJj(wF(7y%f-^u8|z~tYJ|63XT+?(R<PdCti
zoY8;R=<n#nzZ-vjjD7*oza8km#prLkvCip{j=r1!HyQmBqhD@#HGa4g=<nHr%YTv4
z_q9K}5|7Hi4dnlBpg*6{Z!`Mcj>FyjAHnE%8vO#ptNix>{p%V1!mnthGLQeSX7qc1
z9FM>Ifd0FT{t}}<$D{uiqd#Eu?ef1L=$EX(<^QnJ_qE^WGkm|{U-#I5Ht{Ha@^9Au
z8?oZ|L16zXM!$R0WcBCgjDGG<w7%`Xhk*VjE3yARG5WsxvjOoa|CL7Hp8q@o^bcV4
zH{DF<{~k~M*_Y98F#2}=`8m-4A*27;=E>?$2czG9OT7O466n9j=&!$p*7wz)w;BB|
zqi>i0uYi8}skr=)GWuJ4{C^<vsQibG{-72AzXtjbG5V+E>-^7j>Yrmy&i#yj->q@~
zKMwRiW%Rp^{uGb?fvwnoPZ{2Ae{`-giC)6+gNCQ+LFD7|?ZhMh51Rbj<^Lqe|C5aV
z!RF$NYrpIN%}&GlKg#guMXZmnKjsmS>@Von<yT{P)&D&W?5}3@Uo-l(9{pn({WhbY
zZ|Oe^^zUW#_uopF)Se#wI~n~>qaV&+RQ?Bm{-o2f|CbnjIvy4IxbgD^qu&qm|2)t?
zmeGIO=ueHP$IJg)#G~>b0{MRd=-<cae{S^i9DO%_?_%`xZi}}cF9H4BZ)5*&xV855
z_Z@xL|7#JC@?U85?eZT4`qhm7kBt5ij=r1!V;TJ_qi?q#uK@k$8U1&R{yvVNoBwAR
z{Vt<V%~SAE@&6jo-|7tP|DC?7l@>Vpcl9?T9{E52_IUaK3Fyyb^xKX8#vc948UAX+
z`{MT!#{ME;|DS>VZ!!9}8~yz}_P@#KmjnI30R35K;_@3d`dfMQ_ah#aUk%XzE6{Ic
z^w->0N6K`M{&GgY73lvR=)b_|&oKJF`TKK>eh1Kh3+Qk59qj+(jDCref2TU<<Pnej
z-);2m_Uj)&|20Pc3Zws|qwm(=ml^#*qd#bP)qeaF=og)Z^MB%YT4|a`|Leq~{P)}u
zZ$I7x`e!rxmm7U|{OjibNrr#Y@bew}-ST^kvA^HgZ@2#+0Q*bYu>ZbVpe^;q?=<3(
z|MKpP`|m@be<h<o%jo;opDttc3yr>=|BrzFTa5k{M&H+dy~*gOK>kO8{?=z>|KDx&
zee>tdiAVl#H~RMc`4gbOjL|=FiY|ZO`cpHb-+foS{67Qw&oTNp8~r&s(T`hyo?`U-
zjJ{p|p9B4`pM(8BV)T9U=bea0{?ENz=ihF>a@LLC|GI(EpS*+4X>Bz7Ir^`eKVHM=
z4;lS@^HtS;t_k!%Wb~I9ec$}&Jw|`j=-d6rB%puDcd`GkH~J@JvKsv6=D&=1<p08Z
z;_<f*(El-`|C!PE&3~?E^h=Gto&Q{*|2d<-$BsIuzVYM7jD8B_e|?~T^tsso`x|}V
z{AVul$p7si|C53Ky^Q`dM&CF8xs%cFHTrh_-w^2UObZ-qP-MC1AGg^_``<VJnL<3u
ze@>5%zgDaM<pKR=jQ&wOCoBJEM!(hQ+x34Fp#L<ZzsTtC=c#|cVe~tI{-!{`@O<q5
zn~lD&|J|N=<o|A<zd6vaW%Pex^nLS(;~D)vpq~%)`xyNXjQ);}|5dEopGO$|L7=}C
z(4TYx_Wu@zI{r#*G5X!r|ANsUG5U7<w++yLmeH>?`o8(Ylf<L)FSs|}|85KPcWlS`
z-)a|~f8YF}fOw=oYV_^;R{-=+WAqO<`o8(YV+?<u;eGRmUo!UR-KYImZpvScAGQbf
z&-fnp-ye*=FMf-ONB*la`nLae1p1dV`kx#9O`Q1ErJDKU%M72ltNx~spK>A2|CEG$
z1H(^G$luTK2N~YC{=eQu*#7y3KQQB};5XNQlZZ#<monvN*Z<u>`JKS%UzO1QpECR{
zhX01g{<|6byFmQy3GDw5qyL7{Z+03?*MA={`n^WK!SJg76$Aab7vu7)+$~xBwle$z
z!>{MDe>w4}{0r{a?Z=?;zp{Tiu>Vs=ziD@E|CXNe+xHTj|MLxB>)~e-kL({c_S^A0
z6WD(Rqd#o)Dcg~cTmH{8{0D}2+aISma`wCw=YP^3xcptdgW)$fyl?&GBI1$%3V)`{
zzsBTVmH)oLe;+gY4Mu-n#C!4mrw<wZcB5~X-~K><CQWdZPu%hUqelNYkN#BRQT}_4
zzTJP80{ycY{ro+3`B8X8K5qP+!RY5ap#9%!XyyM|K!1eM|B2DxEuyY{W&i0PjDD-p
zxBWjG=pWgE{r|kt-^CWA-`)JrAs+d^+vwZlhl7CrN=E;)g!-p2`h7sZ9O(Bl`a2cr
zoKErN|4oK3H@vU?-0d>#{{@Ek&A)ag9{GO|<bMvx|9Oo58AjjNez!6DBOv|`2m0$>
zj`ROVqwmI_+kQ?W9_7E_L0$js_^Sl^=P>%~6zlTe&{O_jF#M(r@7llO2RQ#z3{Ts;
zk&j#dQpBVDmzez9?caQm|F2wu^{+Sjn?%&(_5XZ^?=k#wPKI6k&n6z(-)8JDF}!L&
zj|TQ{_(N>}<Y`*TXaAWDzimSPEru^j$RBqlwttr4-TLpiGv_Gck^g#o<MDqy@ZTGZ
z{_zRzKjtcI|B{6E&nF()KLG5n2KEmz`t1qrpVx`)zsB&s@#B3Ae>0=+mfwu4vHk-I
z`Cl-6zu}Mc)Zd4QNB$o+{;x5-s(<ys|3_Sd?cZv;u77U(?biQ8h)4S655?nmG0^X0
z^k*m3e}vJm0s4(Vf6r@i{+o^dGROaJ`R__R%73fTZ?*h?GSI(`(SP0OS9$brX7opl
zevPHy4D@ra!}%}SOP927{BttH&o%s3j{R=@EFvEHukzt|{G@>WeT;sS(RcfQxBN<e
zg!6y8;VV4$Pa_`L-(c)7vi!ds*ncgf|CrIg(lOZe-<6Dhr_paSysG~zfc|FJ<NO~x
zQ!DN5$$uX4DF6A7>hiPme=5+wo6*0*==<hxw=w$VM&GV~rvd%48*u)ol<53_!;}9~
z;!*zljDEgV{@(`r-(&PoH2S{v!*dz^LE!&0f&O!h{!K>zw6&rRaO3YOMnCuGy8O!x
zuj214pue&U`+u8#wUTfA*T?XC7~Z%3_6YH){3`pj{evd^%KmeJ{mX8|_Rri;+rOLP
z!yis{&S@qd=@<SgUVqL7`kyfR3yr?Jf8mzjzZv~1pnpElzxXDc|6Zd{Zi{?e{hS|T
zewE?hh|ux*%crD|{MT;mx91<<1NQ%x(Z6|rZK<#Po**9S_pOST-$g)w-px4w14e(9
zC;x{NkMu{3J}qwq9~Hls0R8_m`j>xG=YKzs{wSm0_G_JgyZ!q<&@cH3&i`{pe>+Ft
ztv}O<NBQpr`j-LyW=8*AqwkI%v{y1l-Nx{r8QwR3dV%3LFV#xZGE%{BuKsgO{(C_F
ze+cqF`4;T|3Zq}_=)3-3mw4p=exQF9&|k>tpKkPb_vlwM`a?kfYM_5JqkpT>FY)N#
z!03+}eS7?KEzmEx75jh4==+|3u{H6?|Amj~`Zr_>Ox6D%0sV!H{!_D()&FWnKlh1v
z{l5X||CG_sJy7fW<_~u>`UOD$Mxg&Xqd&#yPj|}St$(jD`XxaB$3VZh8<+o4Mt?^~
z->rYU5s%8h66pT~=r=I>XBd57`(MZCHvs)xf&N2`{=*5&|9(cl4d~wn^#9K2zmTx}
z-(d7Rf&Lvp{~NdA^3R>EBh6R-Gl)m!-vjjT0{ShC{_aNK*ZwVK^!tsz-TvJJ^w+%|
z=YNsW_qBg(5|8pfYV_^)?_Qw4fYGl!Nc-QH{}UMf!T$L8@25cjUyOdc(f2+7>|I7b
z_sMws|1+RJ=ML=urRB-;e=zaL|HDtk^Zy{wU++$=-);1tblN|+{hdTS($D{`)*m#y
z>i-@B`tun5WffY<H~u=D(H}AT`Ii18K>r#>{}!XalPCX!4F9y@-T9x}fBc@YKlka$
zfpWQJ|1W_3``v}huiy~vKVSP*LOd$JN~3T4uMg;7%;+Cv^tbW&?*)cmV0hp7|7&;S
z{HF}>Yd^Lj9_7Em<lk;T9|QS+lF{!r`o8+}7^B~5^zHid1knG2(Ld!-UH-oK`-IU?
zJrj?=exP4@5BC4#M&B2IhZ2wc-)r>k_<IWIU&QFYZS<+xiG1Al>k)?k(D3g0Rk!{=
zz}P=v?6>3R8DRfMjQ(zOw57iB_xp@~&a=AwZ2vt6^f&Lp<#&+L_pLu4!SHQ{_xb;P
zhQHA8UyqcYw$=XAtqlKw;ZL!@OuxJ3e-rU2{_>6gS`DxIuNQ#--edF&57SELdi39B
z^gE1xho%1#(BJ=FTz+>N{mTEx*qwmeSp0DSe>s+$WG7^~j_s1Tmbl4Iwv_cRTe|i&
zge1EVNwQ`aDM^+qEku#^l7#HUO}2=Tko7<B%x}hN=J$Qxd!DDxy&p64otbyu<=nFc
z<Ub?obK{Tx*<C+}nf&n}|1Ra13CJG<^5ZB!He&oonf${bzvPQ*{(~Mr{sQv5GWo}u
z{32iQ^WUEGgZAG7qCPkOGnx56!Q?jp`9ml_95DZNKz;&~pTy+P0QvJNze_;=6p)`t
z`SB6k{}hvd4CJS7sJ4FwE8jkT*I3POzpPY$N<jU}qCU6%V)m&0C$j%%nEt;F@;^yt
z|M!9VtEqnDfd2mk`ah2PA9?+Gp6UM`ke{ki^5#G8OMd>dQ2n6(mlgH7`QO9z|02`>
zmq30;$`9Iqn}GbBd)?#bB_@9)$R9@eLFeBsp#B=FA9Vgr_Z2_?o2dS4*7{Lf^&zGf
z^||?vrSV6eKd&<5Zv*nnHC9QZA4bWa?EIHN{u0WMJb(Vp<bMV7*HC`BfcylIAGc3!
z|H$*#KTQ5(U-R?-C*=pNzbH|koBytqA9?+ElgY0P^3ya?GaU{Xe;mjk!Q}tT<WB+l
zF_fRl%D0c-?}7Z8O#U4v|2W8xqx@n4`G-J$0+WA_$uIB?zx~@&ei>`P_WI8w>T}ya
zk@6$Izv=;#-xK6dYpRlJS>w0!yMX+h``z`QBFg>zfXyKPFy+q*$p0SX*QNZ(<4=gm
z&%B18|Gv%CNa<q~OfT&5rx*3P`QJ$S8>y!M_#riu{|d;T)?6huFv;o%JHHjkA8|m<
zf8_Z)Et9_z<R?*nI3Ry1$WNsFoDt)Hgvk%B<>x=;OKPM=1J?h2ke@{Pk*_~^l*w-n
z@{6@l`3<e{Tix**i~8L5&w0q5|Hqj8^&o#B<p&-AzXAF2lpi_&8JYY`Ab$$w2VFl@
z{FdK-bE*DQ0rU5?sL##cK&Jm$nEuZM`8z1TLO}jhkUxp?BhTO2nEWds-)pJX&+}Hk
z(ua5v<ZoogpM%LSw2q(u29)3bVU+yI&d)FEbMt?g@&{6V|M-=Y$)5=FH&T8$ApaeZ
z-{`P={>aVb9|ifRD8IOsZ|}bcK>i5IkKBLqF!`m|^Yfp+m73|Gzkikx^||?<$>ir_
z@)v;o(v)91VEl7Hegcyp&E)6!jvs&fWR5?xsLzc*k;xA;`CCE$ILgm$jo)7X8$o^&
zlV6C*zXtL@qWot9^5eee=kGYx4?6yi1oh8S{h-HhLqvUU{%_IvBlrIpX8Z?1ev8&>
zrbh>ie=o@Ib42a`k&oYsGx=pUfcc~RpvP}diTd35y`%2&rv#J#9>~wsMvXsc{fz_p
zv6LTq{3*%gZv^?pDL))A|LZ`0T_!)4$<MiwpZ^AwAN2SwtEkV-e>{_4hRN>)^4m~;
z(BrpwkUx;gFURCB2l;R7`L_-@*00_YkUxp?#XrlNfBr4c<lh$s{BxT9{_iDiRZ;_0
z-TdFq|5w!K=D*P~wf^f;O+P=5$#47vpMRb5!zNk%VCOdw^|}0+lpneND>C^@Kz@!_
zR8r96heaSif$}3CKU8A!?}Plx@hU&)@x#9$|NL=x{;M$gT{iLaKY{Xtjz8^1eQy3^
ze^vRB^Iwh0p9At2Q-09->msP1K=p$jKb!^qugmnmCe!~0oB8?smGXlgKhzQRx%rEy
z{K&@-&oTL*g8XdlQpz1B=<&lxAb%1w{yI$l36LL8`9Y5#j)43nls_=y_)(9^e|`%;
z|NALF9B}-oE$VagAALft-^lrYp2?pL@^4UnaVtNC_4{;?--z-f_n#M-{Oce;y1m-|
zL60B)0{LB;{Dw?^=dJwwKS%jNk008J`l+lr@qZn`<TqyWPlEgb$sGStkUx{jZ_4CP
z-o}rA4&|4y#%6E-38FqX{shX8Tz~&#@~?vYM9R0XU(~92*r`83eiAeOmzeyD+xhWd
zqkQ}I7k2*BqCPkNTTFgSCciVt&(}dEiI*q+=Vs@(1NoUws{KETHkg0?(wfOX0`hlJ
ze$e@IKgiFS<eooYX7as6e*Vu=e)a#1-hKT_Cs048qnauE`EPsvHh}u&seZnI{BK2l
zZu`eF<8K$`{{8<ikl&2*3tRd2{&xZ7*JbiMF!?pa3-tUp?d#`3l>fAqZ_i(4QJ))s
zJmp93|DBlpPeFbH7{8tW5y+p!jK2$$|2@b*K>7CivFHCDsQ)|FZ*0w<UH=y7{}Sqd
zU8?WzzulSs=iA9|zjB?_OxgRdou5n8=eFM!X8w9I`9nbdi<F<m8o#~$7J>TlR6oY5
zZ})#b=zr92?(wHL)Bocje;no8+u!bg`5*cD{{YOtUB9%b&&_`{)BnCq|A&G61j?^&
z&7Ym0aTnkJt5m<NRo|ZfbfP}j|2U@quQUCh1M&-XRz0<ke|G;r0QrrW{5P2VKS6$d
z%5P(h-_Ab=^1D)g<nixKCjX6}`1xN<`S$)}&;MOee@!y$kJ!!U@1*)c>p#WMeEq{z
z-`;*s|3yBxer7V;Zx}Ow13><L$`3k!y(a2&`3cPS8^Pq?2l?f?sFji{VEuI6!_VIf
zR6pqW-9gmn`k%zi-zcX4e}ViilwaQJzrFn~fc#rb{um~|_g;Sd^C&;)@mF_IpBsOs
zQ|V>TBOiZ`W%3Vz{N0ovwEkoF@%=we^~YQDXCFVF6!p3O$58(x|9&u@>Hl_+-?^(w
zDrjvmJAV_%UqJa+sQ>=;#{?$7-7oz3$9GdnF#+RmBkFVGpY*%C{U$Q`-+}xuDBs?G
z)^vDf_w)VVNcC$5^uMI2&-H%^^*=UZ{w6d1Ujp(|byxEj^!dY!K>lIMkNo`MsZ4&U
z1N`{=_E7mN0>)ol)aS-u?Tp%fk&i#8Gx@tfesoWjA9VcN4)W`sb=S`fCcp7Pe*6_F
zKTE*)=YskTsD9Ca`ZGj*ZvNt_|B>rwHq-yChxq>Yqx>FLzP<i4i27XqB+8Gc`u_eu
zm&v~l@=qjl`~3y-uQ1zhK9fJ}FhBlVAYZMjhm-QAsLzc*>YTfN7BKlUKz^22RZ`xE
zQSv8y{-=QaXeR$7CjU6dFGcyq1M&}n{5U56V<tbx5q|z#Qhw0+JF}?I&3_{%e=(CE
z5Aw%Te%Knnz5QE*{H{#?5+;8h$X`bJaaO*){bz#w5tJXf|1V|oYaZq2|1{;>$4`6w
zRYZMm{u7w-FJtn%gZ%rHFAf|3x!L*4LH(#+s$|gfUrRv$6Pf<6Wcr`t7(ahcQ+|d2
z^j?*Xq`M$LiP?UunEZwyzbEDAjtmn&+w)gn)aSNert|LcYc-QU5ahp2`9a(7J5Ya8
zGPmCv(Ek{w|6eox&v2aIe&11k(Dh$iQ2$4&AGH6r6!p3JuSWfk+<(_H{eR+DzW=Fu
zt1T`5JoulRz5R2D`doe=$`^-sdGpWT>zMp5Ab&UI+kgMD^V@^`x_`Lq?>i<x0pzFb
zqmqjJXY}s+zXIyVQ2l0Bef#)(5%fQv`d^po`}4Pv>HkY7`0Y1@@`L{V(L~hew%-zF
z{x&iB%R&A^$`4w<OF;fc%8y*XTbTT=C;9OorTpsF{M+lNgQ(Aq{|YnyZA|_Yke}x@
zmDE2V|2>c&bwRD)ff3t3k;%UX@+VP#I3WKL$R9!Zk@LTk$uF10&;J*cU);*K*MBKd
zpPT;#%Fjvl{q?_#$sY;wk5hio`X2)F6Pf(oO#WGrpQ5kY{z2EDzk&QDCVvl;-{d!b
z{>xB)(D+{v^||@K#pLf}@^6Ct7L*^f{;z@jOc&ktzn{skaf%=Ru4InCvZ&9Ee;nmU
zuD^p!{%(+emGXnm|2IJW2UOp_{z~Ef_jVQZe*x3~BTWCZ{Lar`?tUp{kl5}1b5r_|
zUIg_EQT-YZi^`wu`t?M8ZvNL$|LanHfB!$u^nW_Y?@aln0`ez;eD6=S{vwZmCz$*b
zAb&dLXR`9`?RNy^$5MXe`b%Q+i=XDV-(t!STlx0<7Z&xo`LE05pJMWRgZxCwx7WX&
zzaG>-NcHmt^#2>s|9GbVXPEx~0rIa?e$e_aa)zJ(`&8dP{@UX&AnK>G#_0b#km>(<
zrvLRpexd#<DX9OGK>d<bzlPN}yZ`Tk{!gO**QNUY{(F(>|8bDthw_8gPua8l{12o0
zLF=casL##+VP^g>GyU%l^5-UV{#Swei>ZELYyR!y$1>3WD@^~dGW|ab@_(fKtO5Bc
z&++qrg6i9Uzqb2d0o1=j^{WQtml5^3?H6^)J%0bgjDHNsk9}RO^mbOhz5Yjl{5Z;w
zJbvF~@_z#PlPSM}m2b~qBFJw<`E{wjzyJNq<flK+Z@*uYnV(kF=jMMVlYfWFZv^s-
z4^T6m%^JTw|MNlpDpWrlP=6Nae-g8P?lb*A1@hx5f4h}$Z@*tbex}Q6{YJk3!F$Ag
z{oX5o@Y^ru4K-6i$Ny!Zei^DCG=HCp`rP)f`<Lo}<oXXW{ZDy;?|(DOw~zn!{M7;V
z+f)6Z>*pGxKG*+vrvGV}{*M9qLnuFg!1f;j@&_{cQB3|JkUtm9pS}N-zsS%3QmX&F
z)qlHwX;Gh>ze&{px>Vmk{yfU`e;mlaLHW4?^7nxH83(GK20i}%5%m8sGyfTw{#W>u
zpTBC9A9VduM%3r#?+TNjiOGKt<hP}KG421k+1u|RsNa?9*Z5Cu_wS#3LI0z!q?a`#
zw|`cq|AjB{^S6}p?fu{G|8P)$O)}?ykf_hie<SLD<nb#9)Bm*~|6nrbKXjQNe-hOX
zy8gQl`rno5e=er~)j)pgH`Poxu(rQ_{C!r`=jLw&v;Ci7^4|jajgy%_6yzr|`FWZA
z9Uy-`<p*7V<o=7_eqT`iur+`7`pqutbMu$!s@i`d|Naoo^uHa*-%t5L*B@;_el^OE
zy#5F?`M-huxr5Y5gN{F?ukiD?nCb`3UkOp4o4<kA)ci&6zlE9pj|cgQl%K)ce)js`
z2kIZB`a#zpKY{*FV)`G$^gruWe*Ugde$e$t22r1zza>n5aVEbj$j>xbZGU_I?DfAB
z)XzutpSR}UuD=!Ze<Srj^8E7@)BpU}`1$Kj`9aqo-9i0PRKK*<e|!CO67{+HkNVqP
zzp+gJ_k;W|DL?4?<7bc`&E%J1^2_|q&)+`E4_g0EiTd35<Cy$%O#U>G|0m@awdUVm
zKktM5MwA~*_5JJD@=X3|ke_vkN{X}c?d^XO<d0zT<Cy$j*ZKKxK>0z(-&LS~bE<D|
zKYRX`iTd33OJKI&vrPa00Qr3=Kj`}BG{{e6@+&j>@BPEi-*n1<Dq#DK6ZN_ACo%a|
znf&7*e-q^g9X~VO;QPOa>Id!rkBa(S|8Ft<ufg=c63D+y`9bS%0jPhA>JJW>|2d%l
znXbFX&*zx_XT8bKU;m+Mr3cOb08sxeP~YDFkAV7<sQwCT{PzC0U)1NeUkr^u^7YU4
znDM`HiywcLVJazT|LZI2bNR9Vxby!!lVAB?KEDIy2kn1xqCS^jm&t#D$zKlgCsDq=
z{q60S=QiK}`BeY8fbI9VsL%C3p86ko{%OSY{}Yh^JLNaC^6maF0Qr-c{3cBPIgnpr
zxLQAN2jrgu`5P&J64m$5zs;EZ)_3^%|DN)nvGVQxr@5%l&3~gC?)q)c<gWnvw<teo
z`+o-VyHbAS^=k_zzt&xT{FO(jkp^9VR2B8P@h4Dz<oavH<lhAOuTy?;YyR!^cMaqx
zG4tPs$?tTJAODAx-y<MDUexEte~a?tslLDd+A{e)?(_NSMymM_I{$qD>Sv?+*{uHC
z>vuP(A4BzP1k~Rl>T~07aZ|1T$o1Er8GqCRe*E1jf4P-!Z~u^}&*d+m{3{Xj-;v4h
z0rGRcrDm#um2b~qXOKVXmOK8=O#Vuc-;wfzw*NIyzZcaH2lW3E=>K8rf6j>c>&EoI
zium*ef19MSCT0@l2c7@k1oh`r{oGdn?d{)R)aSPU6{i0^nf@;U`D>Cn|Cd1hP05`9
z^PvAx|GMXo-c0|irQqlPH09T_=Fi$p-m{`UH-FKTA9?(KjmcjC@?%D+q@eXT2jn+m
z^7}FQr$K&w$`3k!oCNtJnE8L5$uFCdpa1@pA9Vd&Qq<?>e<qXv29rM<<j<n~puZnY
z2l)w1{+mpGREQt{&SZ{1B<geHPh|23Gx;k){uRov9<ctGg8U>Ve<+iG80423t=50g
z`QsOme~a=X&!5AY{PL;z`5#94`K|HW$IsHDJ~#i>Zo9{ykxc$DkUyXD?c=|F{P_jc
zUq<z7SpB!_?*{#ELH&=MztK$ppGeKm-(||r6_DQ&)K5D`^)zVzYbNS*^S^+Z|FKN}
zzXthnl%Fr4|Eoa$8Ycf8CO>T&e*T&#Ge4!M&y9Z%lm9N0Ulru{r~IJn-_fA{II17C
z{)U78pJ&$JM5g~+LH<t454!%l2kP&q`a%0&Tv~qnol55Xy#?yuNM`?cfcoCsYX7NV
ztzY~2wMEqD)=%smb^MCFewoJ1e|GT)F27Ct`n3Y(+w*Vd_W<>)Q~f*v{XYuox25`F
z>wstd>KzdEx$(!-_%~9%|M+tzGyZ&!@Z%pbP9+6hf9DeQx%}w6?)hUjlRq5f&!+qq
z0rNKq<i}Bde8l+YGWokf{<UQ0?*RETnf&=oevx$i{MUa+&3{b5_zQ^o-2C5S=6?Z`
zKNRHmrTq3*zP<hig8WSP-0lAnlfMz<@2C9C0r{yO<>&7V)whp-_WoM~)c>36kFfIX
z`jtg}ZvJCv{P9%Z-~Sdf;~x$3`;AvKZ9ji)=MM+@<0wD!`ezA~e-z|@Px*NR#(x0h
z?_sw8QYODbdVc#Ir~IJv_XJS?3e^w#`_WiYpWA-tssE9GKU&W8KkZ|D|L4D}wqH>H
zn}PaYP<{LSWAA_SLH+eqKj{29OVsDafB3$8{#?b3{~E~uoAQIsAD2LW)C2eUv6{(m
zo`IkL$0n$m3Oau@7WKLDM^k>}{`(b^zXarWN@o5dkUxUS|AxsAW#q^I9pwj|KkkG4
zBxe5CGWjoq{Iitb-a3BR>$iod&&~fWCVw51zX;^leNQC?oj)#s`Yow`(D~!ZO#J+J
zq531N@!QAmBBDMw{!HFuvSvKh_s<_2nDO@k`R6D<=={+G<oBWc$n(b!O#Tj#UuL43
z|Df~77LdP&@+1HLyqU=_mYJXbMwB0P{2dAEccl73=Z_(xKDYh$Q2!&(AKRGzr^>?j
zKlA%){)z{zp9dg+V+yr?BIhrW$!`qupQZe`fcyrcJ~#fulpp!{YbTSRIx9c^{*-U;
zfA;aC3aI}U)erjn$1|cn*Z-)L?)?44^nW7AUqJa`YyRy1zXS54nf#xb{F5Mm6Xo0I
zUpxOO$d6<4_cHl8v+>*SIOPYepRA%jH~)<&KXU#2!sPD)`Pn9^kp^x5?I3>yGyVfi
zewFO}_{&g!(Dr{u)aS-OlgU5C<R^gqW|S`uum8DOzj~j8`~=EBOtt;<&k-j7r5ybD
zJ5E;fAGH0Oi2B_4$A#4X7rFh9G5O^l=kw=Mev|)<-hKZ`DN&!xUqktk=f7W>{COb%
zGUeOHFMIxf2lekJvwrEE{P@#NQS)zK|JeCMLH#GFzJ2_#>kkz5x%u-_xyR2_%=~Qz
z`A<`R(ER1f#gD%h)o&26{j-VsT>o=Y{|82_|1(Vg+k*T_ly5)(r?$$&PPGL2lbHEC
z$K=lh`Cn81`iD{SCp&*C$X`PF8>zm(|Np_{*Urt)f8VJpDd_P>by1(2|E{Us^>dNQ
z?+5Z{Q+_n{U*Fl|p9|`LOZDyRSG)cU(Ekxk|1UHB-v;szQNBL@=>FUL-wz;vCgtn;
z{`R}V<X;E*`KPIo20efH7syXy#(#~;ukr-HeyUKuz5m<uKONL>K=o_riKBbF{v=VK
zTYtBh`TK|I|4EQPk@AC{Kg^$pAOELRKj`_x+@e0$|7vO6{pS|b|2IMY;bhMLE>Qn0
z)wlN_d;M+){cpka{|?jt{CWBLOEq0>>7d7d-9i1FRDZd(e(e5t67{+H??e5MeEfHx
z>Hjg1zb%>l&!3MU|52(RbpFmQ>T~^%PwTFq6yg{XMe~u9?wf=B>y&Swf9?5e4Dtt3
ze&q2h#N@vV@~eHIwtrCm+aP}<lb@Q&-wN_4P`-Wqvd5nxKfnEEQ~jXr_lT&^ZNI1}
zcl$*#{qGI(zoh)2<4<>xAI;>aWAeWP`Dc=uzXs&TG5P74{EX53{O6dV)=xNK|L+Xy
z$5H*J0rlI7`rP(wME#Gv{>;eq{}+(|F6GAr<nIRgiOl?EX7ckE;OFm4%8$14)vP|m
zwxIrgsvorftOfN?QGNUTW9NS<>T~m-#Ed^XGyXdu|3NbQ-y+P<Uxt~gr}p1(?fy3v
z^|}7vV)~zx>HoVRza{1C<FDRg_VMd&ke}%hb^Ouw{p-)%O#UH|zmW2Sj(__=ehbRi
z=P5rw50jt1AV2@>C_iZZwE*>ZB(wibMSX7j^<ny-pXvX4kpDa72OYn^0r}&Y`~pn=
zV}<zn%Qj1`)S&z*QJ)+C0w%v8liwcXKS%jty>RK?Ucc)>{Vr5L==l8&=>Hn(f8_DI
z2-E)(h57mWmhyv+-$g}zZvJA^x##~FCjU*4e~R*>t@*Q$Ki`4+DQByaLHo}WMfmY&
zqWVF{?;N5&H~zZJ_)9S3j|cfrCA0q<LH$ZpKj`?q4)i~s>3=Dv|2IJXSjyMOU%eUa
z^?w!Q52Sou-#>nqX7Zma%5T3tly6^u+v}&AsLyS`jZA)7CVvXZ&of6Q1?9g7@}nMg
z&tFe7`G0`?u9R=De|!7|WBB<SK=tGFhNF9X`{fh$x%q2E{g3?nc^uRKyC8oB<p-UA
zXBFf7pGfuXzkk~OpC;;a{U1U7k34@r%k;lUaX$YN<@XAhzXGB@mp_x){*{^ht{}h7
zT(zZZSo!w$?*Q_XnEa|t{yC68pYq!W<evihG3nL%kEi<n{$HKRFYqKk|K2<`(*6PY
zc|?6~{>M>%<oUBElRp>a_ow`zzyCy);QK$0>f6^Z_Vx>j`dt6L$K3O8ZKnT2K>k|F
zx8Hwk?>}#V{G5~@x&PN?@>hWTYm{%Ff9?FwKz?0j{Pmgq&{O>UXPU2OI%xYf0`&_~
z{pHsBv-|(NsLyS`c<O)T-|t>v`kx5$_fme)_1k8U-zbB-ei}0QQ6>5LyG{Ag*7)u9
zTMN|B{h=ypZ-2XfRZ*XtzphOGn=t(!3GypYzP|p@!?3sC5RgBD@^yXx_|=Tb-wg7H
zQ-09-?|YD+$c(=^lb^d3zx`%WehWQty0^!lUDW61KZ)|=sh&Un7EJytApdGI^IL)Z
zY8l=0M=K_OImoZKK&`Y+0pni+@)uBk<n==vCcj85KmRKzU!Q+;H|+T@AnJ4TzlO<g
z%jB;B`9&70@dq9MKLh!DC_nP}AJ6391NpB|e$f2i0{LDh_xRPG$$zsnKmS`OKWP5@
zi~8LB=VbCbGWn^>@cETKO5XfG0Qs?$A36V>nf%5ee*onNo&V;7`s1m7(Dm00QJ<T?
zc<R5NfB*Q=jp={hvi$trr~IJfXHHR{%RkI)zaC8fRFI!@k=lMi`4d6@6(;{xCO>02
ze*9%9zn?yE(7o!_Lrf>?bK{T7toENtRMemU-c0^XkiVGnGe3-yKiT<PLH%#2e$e&H
zM$rG6)c?riZ(pYWX`kljFNyM_1NvVL)b~DCBefrY+sE&rpne9bA9VdQP}JwPUjj4!
z0nGT<gZw8cznV3EyZ_&S{6xx+JpK%1^1br>{P&>zp!3fikbjHGAH?KW1Nk2(bNdYk
z^}nF{LHqw8QJ>p>F<IR6*HEVa2SNTW%C{ds+S_k0$gjra4`=doSKznby=3NR7xlUE
zw_x%|GWqR6e#uYN{ugxo`4rTzmdyIsLH)*5KWP2_1;*cp#vi%=jA6!KK8~ON@yYD}
z08oDp)epM<dQH^lw%-C~`;BAze+J}xi`Dki=YM?|ve$1C$X~<ck7x4RKEu!7K*|qV
zKMSaSO6$b7fa=@luV_6Gx}PKJbMv={`X5i_{PXX7O#gR-{G?>&?*RF+S=I3;a{ax}
z<lh7N(Vwab2^#+`kRQ+FPiFE9RaD#0p8xn{=I0mnx%r<&`H}NKmC0{T`Dv`}KaTQe
z)ArMMRxz(J$iG7Qha<NCbS8f+$PX`3Nkw!p-P`$Zf&9d5?)IO-<gcN8XZ|TaX#1}Q
z`L`%PK4Sc{nEaC<e?c<ykAnOb+12<X^XD-6sh;K6Us5vjAAtNdlpneO&13Qlf&A#t
z)RqpK|NNppxBkyF<NuJ!uLJVqlbK%w<k!vN&i_ItzaPk7kj(sEAb$yyzlh17L;3dp
zpGf)jY5nRud;j|Y<VQX3j{g%Te-p^hvNU=7|92q2E9FP7zfYO`KPcbc|Ep1c(E2+K
z@@F#npE3CvD)IZ@h-BtJBI<MNKat7*oXLL{<Zn!7etD38i`o9mnf!Rlx7Xi!%CD#w
z9^KpPuQkYTkyEX|x>V1<{#eQ6j|TbS&y%<QhJ*YClpneNRx$ZYDBoUx@suC5{uY7!
zJ(M3GG5*y|{?B0i<0wC9{&#}>*j(=Xf5qhg1M)W|bN;V@{DG7oIse}<`A<~l_rEKY
zumAo+)97W=KhS*+QJ>rYmN4UA%jDMu`O(YN`YT}NMO(kW4(d0e`j1=X?f%aL_4`o$
zpz+TH<G;d;|2t;<TS5M$Wae)K`Ej}3^|yh^KL_#?C_hKQ{AH-Zub(~1?EfR8KDT~G
zF#X@e^uHv?ze4%;-@onc-xSo(v|Oz}yS)ATi=h9B)c;tTKmYi<mFa&kkRMI?8Lj!Z
zA3sk7^<$}i(E5D`^#2w!|A|chzXAD;DBu43r#*jXK>a?+oc|=y|7uUD^&dI^KQjGK
zTa{nGBPc&;{g(vw7bLU)#YBB>{r6$|znkfQ3y_~c`S$zQ?fD-I>hGcYLF?x&(EkP0
z|H$i)y-fdCfcz_z|Ae*v?fxGC^)szd`)|<xe;d?~rTTWB{rf*){O6hNcYqmx?rQw{
zt48_u=l|LHbwK_2WcI&?sL!pxoO#^+=P=X%-XOnEGUtC9s6UD72d%&NLI3Mg|0CDm
zF{b}tg8T%^58D5af%<!r+5dx}|C5;hpJ4i*vO2$ht|T-69>_n;<R>xt(I7w5O11xG
z3D|#Yiu(R@Y$2;$4Aqaa-2T0asL!q6=)7wE>h<HFe}8BC-;nwrYvsgJesRn7`B&e!
zp!!xZuNBp|UDwn8D%DrBrPcG|sea<JhvxrekH0Gze;kd!?j%*;AOAUK{Qlp^?YZ}B
z#I#X5Otc?)`|oe+yBF-f`{kFkNGq!id|TDHD6+Zlj}>oeW%Hv?s*(P1<G+dj{Y^%&
z|MSbG@~(<+Cva~e?<O~7(T{(D-v)liaevjN@E&?(e?#6qr@Y_0kar(AyR=356wZ>5
zp<JD(?^XLLo${5byxw;IEgy2qt9DWWPYpZ`@U*}m0iF){qrlSxe++m=;F*DE1)d%F
z<G^zPe*$=3;Q4_U0A3JyVc<m_uP+uv%832wUc>?ldBvRaU8uY+SI}Qj;x<<N=eHA0
z3vs4Y&-<8s4SD4A;32QL)4pFV<UQ&5HsL9}+aZ13qzfFT_Ftksue#p=-9laoT}+dA
zTm0nrGk<nPztF$r665yw_iE7!I+Oc%A+My<j`CRGWq_A+yc^|ijP_d;ukBHH^8X>P
zyi?x)hmaQsydv;Qz^eeS2D}FFTEJ^NzFv&ipZ`~ese%3&Q6l8kjrdLdyBcqO$8XZS
zCD8|y_{UBE7A4l1-+saA>i0x-=RHM!k$kbJ@84RJPoANEZ?Ep;$Bz5${7s&l+&`WB
z{unKA{kV9qaJha8sDg#4e3V$1zK<Y}{2tMe*T5N9c`Bbk<@I%IJb4m%d20WC^60Pv
z{W-7S3-|k3y?F}x57nvsaq_pwJCgfnM!)=7^5@8NiXQs@<V&g@y<hk%(;rtn<?7d0
z3?*Mc{v@^I--Wyv#lO0@kk=4+W5+)i;`b-!tZJubL~|jpsZ)M4m7jA<6|6<&FOr`m
z?@69LwHj9v^}h^xZSv@X3d)kdK^{+DiF~PWzn>XHYTlNUZ>91JsJwsv_HQ?-{CX;%
zSNyJTA+MP;t~_a|pH@3v$)gLY+H~hFBp*RglN$e9w?kf>yo|W)lk2&#g1Y4IkS`!F
zMeg5)yymGQew9D|B+C2qaHoNqhrd!jED`crIOY9+4SB7Aw*lT3_$$EM0q+336Yws;
zy8-V3{8iw+f%gI47kEG5uLFMr_?y571NV;x?k(gE2R;(`DBxp&j|Dys_;}zGfKLSe
zKJdxFrvjf2d<O7Yz~=y;2mC|e3xO{J{t58Kz?T4D3fw;nxVMnE9QaD$3BXqYUk&^#
z;NJjW3w#~$^}xRez5)0~;G2MN0lpRZHsITVCj#FId>8QD!1n;(2Yf&91HcafKLY$1
z@Lz$S1fB%^6!6o)&jLRO{5<dr!2PQ%_ZIRl0ly6V3h=AI{|5dK@SDK@1%4a&UEueC
zKLGAUT>U+qzmS&_cq-s&fJXsO2RuFS48Su2&kQ^(aQ|xDy@kBTf#(9A8+abz`GDsK
zUI2I)ctPNWffof{4EU44p8{SAcr5TTz{>$I4?GTdMc|cyR|Z}ccy-`4fY$=<KPq%@
z;_n#1>jAG1yaDhRfj0u)1b9>6&4B+8_)EZB0&fkx4e*zNzXH4+@D9K`0`CmGEAVc>
zdjRhV{8iw+fcF937kGc*1Aq?%J_z_=;6s5A2R;(`DBxp&j|Kh?@bSPW0G|ka67VU&
zrvd)}_zd7PfzJXy2lzbT9|B(pd=c<ZfG-CADe%vLe-3;(@Rh(<0bdRLOW<DvUjzJG
z;Ol{Z4}2r=O~5w;-vWFa@I>G{f$swT6Y!sb?*;w~@B_dP0Y3u#81P?#p8$Rm_;0{}
z2Ywp(S>We^UjY6m@XNrj0KW?S8u07DZvejq{5J4A!0!Qn06c~G>$-ajc_HAbfTsqY
z26z<kbif}4{uuC#z%v8S0z515?7$xfo(p(x;Qq5G?k(iy10D@L47?!lLcogvj{#mB
zcnRPofyV+b1H2sY^1v$qj{{y2cqQPKfma1y9e7RP&jGIkydLo9fxiH}A@Ih)n*eVL
zyczK3z*_)s1-v!zmw~?mydCfkz&io&0=ygW9>9A7?*+UM@V>zN1AiU(8^8ww9|U|b
z@FBp50Ur*0B=AwdM*|-N{B7W4fxiR%UEuEle;@c{;8TH513n%22f$|npACF2@cF<$
z1ik?HN5DS@z8Lrt;7fro1HJ-y0`M<@e+m3+;NJjW3w#~$?|^Rr{sZvMz_$Y54m=U~
z4&Xlm-vxX(@IAoy0pAb&An?P$j{-jq`~>hM;J*R?9rzjG=YanK{37s6!2be%75Fva
z*MZ*vehc_*;CF%F2kwbiE4erEyc_UTz|#Pa0-g?ddf*v=X9AuDcsAfUfae6B8+abz
z`G7|Q4+Ad<yfE;hz+-?H16~~XlfX*=FA2O9@Y2A`0xt)=Jn#y@p8;MG__M$(0j~nQ
z8t@vxYXPqfye{ziz@G=+0Qif*8v$<uyeaTzz?%bq33yB3t$?=%-UfJE;I9C02fRJ-
z4!}DC?*zOH@NU3+0Dl#DZ{U4^_XXY$`0K#m0RATM!N7+C9}avZ@V9`E2L3kialrjo
zDZ96j_b%}FfWHrXGVrOurvaZ1d<O7Yz~=y;2mC|e3xO{J{t56;fqw@4bKuK?uLQmd
z_-f!^0sjX0THxz|e+T?~;2VK&0=^me7U0`}Cj#FId>3&4)&A}+<oyhMFYtZ9e*wN9
z_(9-@fgc5a9QX;~Nx)A5KMnj0@N>Y=1HS<LBJfMV{{nsm_*LM41OEs3P2m3mzXSXp
z@CU$CM7gWke}75{cxvEjfj<KLQQ(gO&j>s-@GQWy0nY(EC-B_B^8n8WJQ{cycp>0L
zfENWG1H3r!62MCWj|E-^csbzZfyV)_2)q*TD!{7&uK~O!@aKTn0bURI^T1yK-Vk_W
z;7x)55BN*KTLNzl{AJ*;0FMXW4tNLPoq%@%-VJzn;5~u&0^S?=Yry*g?+^TS;BNqb
z6Zl}@Lx2wjJ`DH>;BNsR1$+$fvB2K}J|6f4;1hvQ0zMh|RN&Kr&j3CP_-x>FfzJoN
z0Qg71KL)-S_!8htfiDBT0{BYctAMWt{uS`Afv*9+7Wg{g-vQqMd?WBpz_$S320Rh?
zPT;$M?*_gH_&(tKfgc2Z82Az3$ABLPegb$B@KeA~13v@&9PsnNF95#?{1WiXz^?$m
z3jA;2*Ma{7{3h^!f!_gs5BPoHp8xSt&P_b;20R2jHSjdRqkyLa{wVOrfM)>ie}a~K
z3wc?9X9b=ecn;t>f#(AL1n|7T^8=3t9tK_rcwyj0fyV$Z4!i{Lr+}9N9t*q-@N&S*
z1CIk<5%{yfD+8|zygKk2z-s}24tO2lb%ECd{ygv(fHwr*2zV3V&44!t-U4_l;BA1n
z1s)H)9q{(RI|A<vyesf-z<U7i3A`8Z-oRf2-VgZez~2D=Ch)<)hXNlCd?fHuz()gr
z8~9k@?*M-n_<O)70-pqYGVm$Drvje_`~%=KfX@Uz8~9w{^MNk_{t@txfqw#gG4Lh8
zmjYh~d^zxyz!QM40=^pfSHQmkz83g8;NJoN9{2{}KLFnhd@Jy6z!QP*1ilOSPr!c$
zz8Cl}zz+aF1pEl_W59m}eiC>R@ZW%+0)86!8Q|xD{{j3W@Jqli1HS_N8u07D{{emz
z_$}bKf!_gs5BPoHp7^w4_a;7f7kCJGYT#*sM*&X<JU#FXz%v5R3_L6FY{0Vve;jyD
z;JJb40iF+de&7Xw7X)4ycoE<+z>5Qa5_k#VC4rX$UK)5=;7<du06Y$OMc~f@uME5@
z@an*80)Gy8ZQyl**9YDJ_zS=r0&fhw3GimXn*(nFycO^^z}o_k2i_idN8tW9-n+Mu
z*A=+`4fF0T<n;jVe<Qnl3(0Rv=lnHL-v4HD_ZIT{1AiU3{|(>nE#wUZ?tde;dkc9(
zfcxJ-?cT)aY62e#d=&7}z{da|3w#{#@xUhl_rG!1y@kB@flmhRe{-yR3whIl``@(c
z-a?-L4XExd<oVxB>fS=0|Ba#UE#!R&d?D~fz&`=*e^aD;3wi!GIJ&ox_c?I?8xP%E
zNPZI`=c_<@|C{^VTgdwgxc^Oe?k(i`-$3WyLf$&y>w){<<mTQ&-Ui@50QbMq%)N!Y
zEx@+|-wr$x_)g$I0{;oP|BY1cE#&P1z8Cl}!1n_`0Q?Z}!@!RM_rEE~y@kAAf&1Ug
z<K9A^|BX5BE##eYJW4#n<$vDwWcs}Hr>UC%iY)*0v=iy`>h%Xd)+djORt5DFWL?QK
zk?ZpB3-{aKM(xwr7|6;Y`OP@09sU0=shynEj&9%o_mFqi>A&)Gj;m)*BR;&_FDP#6
znZd|bm8)l<oMybz@{w9(uT}Z_()Fj^EA#)a{xWQT`=jTnzi{S!Sdf1DP_|=#+nDF6
zzew2M!sU5aWqJK6{tuf|kFe}-UGuzha!9lh9~SpoN{@~Z^`kno7jRsiDd<DyBmQ->
zY==J7J;E<aFBBo_$5fB{_k|sQLV6L$>r0PuyodB+j!%^Sq~nLAmvlU3dY|lXVe-5j
z(j&k9Lsfl7y8e{?hs`yUu0Lh}p%0c`?jg`mA4%8WitzBCk4V?wity0W$*+})dkFN?
zv(ojq89e;w|4D!0A<$0~rN8L-cIk~Bzazbg<E8vB&+^(h-b4D!j(;k>gX8z4cXB*h
zegS1?$NNg};`lP@-5lR3{WZt`klxqvIQfMw{T!bty}#o>N`Kw)Vwrs!;P^o4Z#e#)
z^dXKvkWODd67jFqv-rP^j}Z0ac<Jvten|QR#~Wq!={?6+NuTX_Hu=SdpEzDt`eMgl
zmHw&Yi={7de82Rij{hY+!SQ_Z(7ej=7o>mT_%P|K9bYMZzvG@f#2;|Hh4h1t&yaq|
z@te{QJ6>0wDvmh*zVs80{~|rf@sK>V{N{LJ>8Bl!mwv|aiPFzHzFztT$N!f8r{j5Z
z`E<$g_R=pqK3n=<j_;HHx8qsm7u?)&{AuYa)t7ff{Oc&`sU6=dJ&og;<taI><Bg@K
zcYK!g#~j};J%i&J<*7Z3<4vXKaD1TjJdW>>p5O7@@)9B1@t36+aD0LE;*KAdUc&KQ
z@>1g|$D2wo>3DzXWgMR+y}IMKrPpx$6?rLB)A5DUTR6U1dc5Olqy5Fv&hg69+dJM*
zdMC%%O7HCWRq0(EFIK=4x1Nr_CB3iXN2K?6Jh!|Q8{&9<>F+q+Li)RoPnABw@#WGd
zJAOj?6vqq7OTej)*OC62<I|-tb$p}r)s9EWOUW-CFC~4G<LY~ZHaosTmf!36UFp9#
z{<OSQJ>+-~>4zQvPWlnY|B?Qy<1t12^>EtpPSVdhenR>M#|ISk+qv%e&(iNYUQ}LE
zKX81w^iWE_waD8V>8Tw5TY3h^3(8CL%#PQT{<z~~rRQ{fiS#ENzbrkE<C%;5y)Nc>
zQ|YA~A1J-F<5Q%UaeS-vvX0-7UeWQ)@}Wp2#~Vto>3BcswH!~7{+#0%rPp&jQwe__
z{^$6!(wjRzRC-It7fX+K{3q${9DnR7KexT(&r9#@ct7dA9bYKDkK<>h_j5c;Nk4a(
z<7K6fcD$DKcO8FQ`b5WfNuTcclcoIJ`HoMQzS!|a(w8~DMLK=?xZfn*?n+N^%IA;u
z3#@XyrSx@<50t*m@z131a(s{UpBztF+RxqXc(nAN9d9jtpW_px|KfO}^b?M!E92*$
zalDT7^Nx>^e$nx@(*Jb)mh`_JuUyv8z3uo=>EcgP*6l0lsT@BcJ&ofP%J~iW-@5qU
z+cfDp9A7K_3CFKW&+qt?Py6i_b-bSR5{?g%UdHhi(#tyjyY#0W&tKlpt>buG>75;)
zDZPv1+okt${I2vdju)!n=T3FJq4ar<50k#Y@pIC@cD#F>-~LaIPm;dh@nzBvJHA!=
zQOEt(L*AKm{=Iz@uLH43{x05k0Gw@Jw4Vx;PYpZ`@U+0AfIkA99j@r-qo90x;Ew^%
z06Zh`Ou#b(&jLIv@NB@d1J42cao{<D%LmiWzlA*cAeeFa;FWRtpp$X=V3Be8V2*M3
z@6vvukQeQgRbBvi7<fV8@?zilw-EDpX}?g&lNa4gd3kZoxV$K4Twb&?E-xM#mlt=8
z%Zo3@<;4->^5TVYd2zwGJoz&&PtJ_XlPBZqBx(Oc$de~4o5eiKlL_PUV9&TbNHZ=E
zu8cq9m=7VZBJgK{R{~xccopDPfmZ`w9e54kHG$Ux{v7by!0Q073%nli`oNzD-T?Ru
zz+VL35O^ctje$1--V}H<;Qs^O9QaGXTL5nfycO`)z}o<S8F*XZuK<q+-VS(s;2nT>
z1l|dFXW(6ccLm-Jcz57EfcFIcD)3&wdjszS{59Zxf%gO6ANcFQ2LOKq_(0%q0v`l?
zFz_M3hXNl4d^qqCz()dq3-~DDqk)eB{x<Njz{df92l#m4?*g9y{5{|kfxi!Y67b2u
zrvRS{d>ZiSz&`*!1Ncnfvw+VAJ_q<*;PZgb2mT@O1;7^q{|NXZ;2#731o&d$p8{V3
z{4?N7fqxEs8Sv%6R{&oLJOTJB;9me=4g5>sUjhFb_&31U0ACCITj1+}uLu4e@b7_d
z0KO6U55PA8-wb>U@U6hN0pAWh5%><^JAwZQd>8PafbRzWGw?mY_X6Js{1@Q+fgb>V
z5cnbBhk+jfeiZmI;Kzag3j74{lfaXJ{|5XN@ZW)-27U(kS>We@p9lU2@C(2%0{;{E
zCE%BV{{{RC@T<VD0skBLb>RO1zXALv@LRzD1%4a&9pHC?-vfRh_ygelANs}L|5I=k
z#NYpchk&O7?!G?C&kK3(>!Xyrua8n51=@cEcsk&Z0(W13rE=ZZUnzHAf2BMlXg?G1
z%)s5(ajEvRg7VpbX9w=S9!$0WI4GYJcrM_%fj<G<eI1(WPhL<yA8_||YpNahb!*Dq
z*R3fJgZ2voF9f_W@FKvA0*?V+47mHcJ2kE+L3#J}c&fbndOYRs>+zJA0`12FFAdy%
zU7u>dEGS<N_|w441Frx)4)`;`D*}HOcqQPKfmZ=u6?iq^?&~DgJl6o_YXYwY{5jyY
zf!6_E7kEA3^?^SRyaDhRfWHX5A@D}P8v}0wyeaTz!2bulIdFPYmA?ogZXvG)DBluz
zE8wkxw*me#@V3BT0Ui(BeZ8(f?2y+Ul<xq%BXIZiy{i4rpuGF~URAy;DBlfuci=sM
z_XPeb@Ls@s1MdU;HQ;@L_XFM^`0Kz20DlAcK;Ulz9|U|b@FBp50v`r^IPej`M*@Ef
z_$c6`fsX<HHt?~)#{qu__;}#&0-pf<J>V08zYly8@X5fZ0G|qc8u01BKL9=h_)Orl
zfX@a#2l!mz^MKC>{vq%Mz!w7l2>2r49|Qjc_+sFn0$&3BGvG^se-3;Z@a4c)0AC3_
z0r)E5UjSbX{7c|p0sk8KH^A2bUkm(O;Ol^|2mT%K?}2Xsz7hBjz&8Qk415dlt-!Yd
z-wr$x_zvJZf&U167x15e?*{%e@IAoy0^bMx7vTGW9{_$3_#xnjfgb^W6!<aV$ASL}
z`~>imz>|Rg2K*H8-+`Y7eg^ni;OBs!2mS}}3&1Y|{}cEn;Fp2_1^f!|tH7@T{~P#q
z;Qs)>0sJQLTfqMXejE55;CF%F1AZU)1K|7%`o-V>Q~HlD?VI@fKXCVbe12W=`hQS9
zHSjdR(*lnI{s{1Nz#j#k9{6Lx-S;P|dB_OLX9DiNpHa1w1(eSUJR9)rz;gh1-$$wX
z<Gznlc`ndSZs6|wE>%13`!1E|1?}Vmo*#HL@B+ZYzzYH|1iUctBEX9Rj{)w!FICN3
zaZvtA;3a@R1-vA1_x-S{Ke3>^`#xD!-hH2}^0J_va=@PkULJS_;Bmm80q(wUSM~o{
zP~Lq%uPR>|l&=E3D)4H+s{^kA+<kws>ZkkuV&(4pi<Q>~?biWb7r6UAWz~LtQ2u$~
z4S>G@{6*jmfj0u)7<d!lO@TK9?!I4J&5!$jZRIb4c3J>;-`}m;X$8u+2Hpnv%fQ<L
ze+76vaQFS@s{ii$&6Rfm?Q{g*33zAVU4VB5-VJzn;5~r%1pX@UUch?;?*sfb;C+Gj
z1KuC_>%a#9e*^eH;BNvS1bi^?A;5<M9|n9l@DadA0)GqmDBz=kj{*KR@Ug(h0e=Vh
zc;N2>p8)(l;1hwr4}22v$-t)op9*{$@ae!m06qiwOyIMC&jvmR_*~%gfX@g1A@Bvj
z7XtqX_#)sR1OEj0V&I<wUjqCy;7fsj4tyE#<-k_}UkN+`_$uIE0ACIKOW<Dt{~Gu=
zz}Em@3;bK)>wvEZ{vGh|fo}l55%>?lHv!)ad<*ccz_$V44m=U~4&Xb1{|I~+@SlM1
z2L3bfJ;3(@-v|5`;QN6e0DchoA>fCB9|3+8_%Yzef&U8p1n`r<lYsvQ{1outfu9C`
z2KZUv=YXFF{s-_2z%K&-6Zj?Imx2EU{0i`^z^?)S8~AnL{{X)M{3h^Q!2bn)8~7dI
zcY)snejoS);Nnm8%uW3LA9zaOA>i)kQ>n+xsX=-7bE{POw4l8Ec~+|YBcOab;Ew`N
z5BxFU8GvU5o(Xtn;8}oY1)dFfcHr*kfT{U>9F)%qJQwiXz}?RoQ@MFS`MkjM0e3&I
zOtl{k$`=4023`<&A>f697Xj{muA1t93@Bd=cyZuQ0(U>RP31lX%9jLQ3V1B=(!kx%
zi&On^KQB&sIna*#IdZCec~HIr@HpVl0IvxAS>Tm`R|Z}McvaxlfL8}z19(l~wSYed
zyf$$6^ZnHJstd~31708a^S~Pbe*yT5z#9T@1iUfuCcv8lZwCB-z?%bq33v<OErGWJ
z-Wqrt;4cGj3;Y$}@xa>wZx6f!@Q%Pc0e3&IQmu3M^D32h1?_YL-W_-k;5~uA3cMHa
z-oV|@+f?Iv4V3Q-ydUuXz+VSG0Qeig2LgW+_#ohefe!&b6!<XU!-0<gJ`(s_z()Ze
z4SWpnw}FoZJ`VUhz{dlB7x)C=?*X3({C(h)fKLWK1^86p(|}J0{sHhAz-I!V1$;K}
zIl$)vp9g$C@DG760KO3TN5B^W{}}iuz!wAm6!;S0p8;PA{Bz*TfG-EW0{BYc3BXqY
z{{r}G;9mm&3i#K+zX84m_*&rK0$&GwJ@D^<e-C^E@QuKK0KN(MX5d?ZZw0;$_;%ol
zz;^)O3H(RkyMX@$d^hl)f$ssn7x+HlzX0D4`~dKSzz+dG4EzZ2qri^=KMwp?;3t5e
z1fB%^H{hp${|@{#@H4>A0zU`*Jn%n&UjTj)_@BTp0ly6VFW^^zUj=>*_}{><1OEs3
z4abw>JTL6sGoHqOfFf>D&-i}dcy`5J9^skj=g7OKK>6y@AAV4N7OGTFdWuxKjSTcd
z6X_|9mmu#aJ!HHX`8?^V9N#WIweeh3{xt9u75(w1G37H;`2y0@8qZB$NjNtTwL$rI
z(jPJH=>EScJ)QAv)c#cIk2=0wdV1q}-nL4A%y=nkCrNrn$L~nbY`m-<@3a0qWHsKN
zyuS48#tV{nlK!~y81g~Va~Us5K2>;ui0`4+<v$nB&F2@Oogbw?VcIW3?VpyO*SOA2
zUCGaV_&wJ;x3KWA=a#Q6J-=y3x8Fs20ps;4cZ6*J;rD>+_Gb#uBEGlxXq0-3itf)c
z(9Txr1x@=p_k{Gq#=BGQzrqVdd@s4q&05(XR|`|VCY3KK-EF6y^rEJ`&h03i+b(Yc
z9|e30@VUT07asPCoBrti_h;!(I(}WaKhOFZV7-5(tHOIUc{V!2>GtEuOOoq$S_lt&
zB}{H^n$HQ++ZgXjz8aK2NA2rJmKEupOLt`XR;C@@ez>Zi`-<^cYQLrQcE)x2@zOgO
z*Zo;1+@Bvi_h<5bRHG{O=PK~5)l@rK(x{G<rt%eqbL*rI@c#ktB0TJMGX1aPsoO|U
zexfYj#gs2h<u`-!`+%Pk?$1xEC{Nyc(lg4BR##ptt@4fP&MPgP8}At4Q-OadJnVHd
z{VzxD@0b3nalL)h)$q&raJ;7UKF0Mr87kZ#SD$pM;g@N<%_84TgJ?#%JA`xNI!xuO
z&_^l0K;<)t1B>5&2Kwm5$H`;Ji&$P$IM;r2D&L<@M9Zk1QRIVWDQHUmG5L9#u)O43
z$m3|jn$UPJk#GA`71Z;Yp_c0Z_-N(&m8MUV=PRf@RSI<<Pp-bF&htu<ze_%Ukt(Op
zr}N3*`c(ORb?0p$UuN|uiM-8XRqzg#|C@aF0tH*ivp%Q#AEpZy{m%c2<cH~kOP?=V
zkf(WCHBgV*d4v2Q9SGZzPba^eRe|2$ztrVvgX?!-?jx^3<@I*FM1DSpYNr#mpQX0y
z|BKYlIPz!6uhE64{^ZKO!nyVH7VrtcX9NFKxWAr@lu#Wh6;k&H$fIe!jiP?06$dE4
ze7KMT{Ysb0<cn7*PeJRXrEsqQov8fB)P7BB|1<I`M-{w8zJYuMeN^u@@_poCx)9K>
zkc+CT`nhePDyY}z6XY#ERj$u>vE;X{@-@lx6;<W+e$h)fH?DQSw*kK*JnZ#LMZ@v*
z`Ya-T2z##^7sHgdHp2b+FZq%Bou<$0Eu8Dm5-OjH_R}`h&iCZa>B9M$l<FVul20nF
ze%J4KuUg;lPf63CeALd%zz0i@b;{2I{*7?1|664FH%vRdDL2LQet+IHUW~lF^ufkQ
zkoS~6)VMw#ek9zV&qj27(4T;OkUXZmYG4<&lez)l&kVrx3-{Z<PVMM^HXzSeK{c#j
z=`~1r*c)#8`4r_QNFQrlKVJJw`Z(jXti2-QgcbJ27;jJQbd)~QxNd)@^ijrRsQek}
zWsK|Xp6*4zeb-A#FXxnR2K-Io{`};rr~;p(<HkZ+e!OW%Z?B`$-#6Za`kB9>-=7J_
z_3@;IaKHWb;&GCH`yaJGiahC0<@#~@C*;>G-%h?pJpS-+`je;rA+I5>XZ>3tb>}_S
zNac36ycqd-@)p#eCc?wsWYd2=-nXSsHQtlj{}#0KJNYSbJ?r1Hhtz$>#(w+LO*{Iy
zQAfBxKexp7j(<ytQum$7mx%qqzco{L-YoKzuPInYzJq)~Uj_R5<WKT6&6W2`tL}3)
zQMvtJR=?}(kQ(Gs@yhk_wh#H}uFCaw$b9m<)KC4&>_qZiV!imc?&{9_gM3<F1>$fg
zZ;v)r{i*Rk^?N(=667CS-h%v;*#7=aUndMAza?_~TRl3i&LJ;P<@LO+B~M4?^>xB;
z<o>w*+c<USJt{VYzrC`FdG&AlI-w5vm)(@>^Y}pW6|}uZseksClc%SF>US=kC67r^
z1#{5)Ng>AX=a!*))B9Il@=U+0^7?$;nS4P<<@ztGACk}Qpj>a?pM+;p^q>Fl2Y!s&
zIZZo+K7ZvA>&)+GzTT=Ceg0}MJnWS>>t7$oMgjj=dYn^!EAX?@XPEL7?-daf682^p
z*T?_1(&rc-L8G1_-0%MhnrD4J+D-m-KUHuSmG@ex@^AH5pwA<vg@?U)rhR>!?=Jll
z<C&?QWzrWJ*XN5%(myn=+bPu2Z-1e2eZJ@~y`phF&vSuqkzUCu|0nQlt<-o&yrDX-
z&lgpNhrPw79ew;9Ed6ui`h2lj`V!-MJwFic&;Pc8s(pRFc&fGXJcE?$<9}Q7#e<a>
zQg_~)!oyw_(|&gHDZoFMUd@!J!<M%R_z~$fOnF)^UX-}NE8s0kM{%CsE(L{$J-2)l
z>9tHdE2!ca>9vjP{x1f;UARAQI|r)<Mp8THgctA@I{ir_j{AQ3J#=8xuK;+K+-|2e
zd4nOUVR2a~Z-ar)A^(8N7oqa&$k&tWPx||Vyvh+(P#k{c?E(3KAJp$9QmFf!ZB_rP
ztX98Ah17klaPBx(UU=ABZss$$D(<~3eYJ71S><i4^t#4%`K8j=8jqv$r$PC&uc&?&
zAEgRbp!3l)!o%KIrXAgW8!F%RcU4}$qimQg|Gg=%=X0L)4aTFXKWn6KGOpV{A$_Cq
zYE(XLyx*TK#>3=gh5PGd3T+pCT&+*OZ;>ka0*$L3`K_(We^GbdK=Sru6zJpdEb<BD
zHEBEkM4s}fD*vpy^G=b+FH}&D{2%gHCn(UL0QhV>em#r^{sr*Uz@yvy^QQlr>3Mow
zouvP2=2OrA66wc`i^HtET@cQ#+kzd`{KrgG<qlH$%EGzwwSYIEcJ5O<VQQzR@UVB%
z^hY0OR)F%m$)n#_4HTkwigZ-{w0#(PEh?Xn$}bWg_L5T3uU=mI;VhMJPv!NzWe^u;
zVegbF|0I=fB-~%0L#*-xW%<)i`ERNG2UNZ{wR2gPKWobC`FXmtYCp{+RZy?Pc;R91
zoKyZ&Dqn-j>wfMg??s+3g=+7rZ0EdbN6$mKE-H7>Tvcup^|Kjys|5=5^+SL15#)N_
zJ|vG{q{>%OcivX=o>V>?`8o20j}(Z@QF(hnUUz}|UFSx3RsEc{P<d%}=anVzJ5NC!
z@`mISCM(d_1O3Twkx!%YGs(A1`EU7cx*c+T9KK2(J5`m}^N^*R>Zk2x$?H@3!jwA!
z_!;s(RK7Zu&n+I{`0LR2hU8yR`C?Rl9QkpppC1F?NPffWXErf`ey;6Z$@9=e(lYYq
z0pCZyhRW-4T?3v)T=)CAx2e1yR~g}9ufAE&C273Xg=hBegvMo25Jlch`t1<?>S^yr
zu7B6}BdMK9)Q%3CNj}Z;mE<!m-%h^3>Q55+63hQ3Pp~}et7=?pEH6X8(elRRiI%@6
zoI9Qm1fC$=pZ}j`shMj^6ZkVIe-QXFYNz;2)j)e{=O5t(ybsgSujV@T(O!H%a{@0R
z-0!E|er@szlv|&IUIyNu{2-MtLgn8jze}#qFN?`@)BMCz`7Oc=c&nXpodD(UlGnG|
z$tg}81-#`>JF&w3@!I7Z2<NtMC*k5c(6m#L`Z+?jf5Lc9^4XxB#lY9e_E(yAbo={d
z`^Svy_Wu;__dj~J3e?vF>HF|rg1kJHFG>Au0K6x8M=C#)&V#ea@6J&T==1Ma!1t2p
zqXSzT%8hzW_0#sM<o5aW74k}So_d<v83ueFxqV(+Oa3jjQ;pg=COqt2)Q2grG5J;L
zmyJJ9p1QB<|7~hVA6E;K7n-jM7NU8pB|Pk1G3~@qJFSFgqMsx0+EF`oKP07g-XcG|
zM|nK`^XIbttET<j<kzYE>;($8l4t9u`fp#K7bUl^6DpG1&l9~sZa*IsPi{Z|(vQ47
zUAMeQ{TT;*9=Uy;^A)-Me9e#K_I1=%a{GDMRQ>(!^0%2ceO=L5IJaG167KJJ_T#Bu
z<k5@Ofb{j}Xzfds51{eR({7btEj;WsF#XZn@viin#^b1+mtW`0FBZ=Af4OkK|Mv69
z8)ZAUP5a`{X!3SR`aR=%zj#6nMC|*ishHVcN(uMd|A5AuoeI<@Uq;@Pyd$~ynS$9V
z)%_6i3!kgs^>&#iJnW@3xq5znlb*`BE?-If{mbvqY-&gEcg@H*S>BU8(=wIYi~2KK
zxOg3))BZ^+KWv36uiL*#zGS8H5$ev%HIUyfPYL(?`TW1Cpnkng9rE$FmH$lbv?CvV
zPeDcU!Q^w#D%e0imAv-X3Lc>=xn<;S&MDta<+qYITB~3P&BICZ=<~{_Q~7_%cdb(}
zgUV-nQ;q9ut9&W)j^C^DdOJ2GA7*(U@|onX((&+J@-!P&JH5$2A^&KT^8e9z50J0_
zL%E)}tHQ%xl-a(;)jxYh2Kk=OxbA0v>FFKcAU%WeJk(Bju-{Hb<4=-zm!8>pUh>t#
z{q?YGn}W{dKa%&P?fW?SY4S4L73hB6B5y#Ro#rRw5WhcJO|CBAM!28bK2fzZkhWug
z@}oPI>rd<&E8EF#+9^!^IVAl>bKJ;4USO!7+t9eUe3iFW(i<Ds^FIc7g7n9o+_b~|
z_H!GLqxNSC_s3Oxw*vhQ2g_vnJf^(v{~hW1jEAY6y2DjFS?K&ro5yQI9=BH&)StLC
zl04;p<@%F`J|jPTP<ab#e+zl+Aq54=Pm?zzH=k%fLiOi^qpDyml`lfRjeIP54e}R{
zDR`N@J^3>7M&!fE?~?Z-pGV&PxPoG|uC@vfd-=`0>G>=(QuTA%uc~|<b?3cAew_Rj
z@}cCFPAHg_Lfy|NKX_98UWv+YB+rthU@WcMQ^Lbu(TDw^c1pgb`ZN2KD*p_%^CJ0v
z@@L6=2oHP3Ognmid0YCE#;Z{KpGtqqxGsNPdKu$-d*vGCw;yX<A0OIDFJ(MT{aGP>
zz1d%MJG+EuqB4<pdxiV!f3$VnxIo^(Ivz%iR^{I&FHemXB)>tfk3Ut&t6We8w@~^1
z<S8#I(A(=X@(JWMsr+&BJ>;~!yo_U1e^Omi1-nxD(&TqDsEPlUyaD;w8I`XhA3)xd
z+R^8)iR39StAg4;CZ9<z{=6V>>&R36rGD4GhrAED-Yyq`r+HhAYXOxnL+uv;UWt4k
zl^3Tid20!L0C|Hes+^c!d7B3O3-UcwJ`1hqbHc-3xztqM)9X2hIIx7hILGTquWVe;
z!zkhYIy`k%wWL20Z@VmC(UjNg;g<CBju#!L+OhlDMtIn(YRc=}DO7&Rb(JfYy}V_7
z$1h*QDPK>x-_H{NsB)R9e0SlQ=;z40*JL}jOgp9NA3u>^+qho;>BjrHb&c!x<E7U(
z-h<kiBi!##73z;i+hv0+-@ugD<NaHDQ{%e*I`8_qO^ioV`?ICLXk7Pym-I%)b^l9E
zp#I!Y4UD4xG$-G5Q~42Ue}M3?*EALV>ZPY2MpF5fcN7#SpF=*1yeRos<V(r*H|y*b
z&TW??RQ~&Ws(}I2&fnza?kmvG^kjdJZznJCV#32-Gc!LKsr~0c`Od&s0KW|U7VuOP
z{l9n3OGn)>e-C_IxW9hv_nSOP9`%UYfJLZcRpDY>W_x8PZwkB%wNsMX=}qNF0G~xZ
zpUP*U@;k^AEWbg%$?^j4t8wioA4=`iBX5#Ujq5WS$s5AM-v7+@Doo}5=b6G@8{>L^
z*)P4NalQTvO!CXOHXcpww3Ysn@nYnIh5PewpQk<`uR>2W>2D_cg}iGf)&Fs6R70W3
zs-64!mA|O&yn5tW@{m(*Z}KZSln)N6fB0B<*n8RZvpSXEqRUe|Pm^CIFOpZaGmkv;
z6u+HUOgnmh+6wo_yM@XRqVglid*)W{=x_e}l02Sr#qj0rsBFKTX}=Kpzf`_K0oBgS
z<fW(j{po1R>*ME3!ZT5s$h&U92g-K3nszc%rB6V4|9PXZ*V&ZU^Ke;uH{<$x@`-7F
z`5wljsr@>_{drqT<621G4fwm{4Z><3j#2sV$tT4s->&Yw6w_7v)#!zRx}Q&x#}rfr
z^?K_--lB~1oYc-r@@pj(yg<3f$P<bwpF`^{#|J8R2<5&+<?E5}C)fK+Z}R)(V)@D2
z4Dtp~srL2y*(;pezIkV;+&*PhdA&|r3+KvDrt-U~ynftqoIIh9YNr78=ce!i-c;v!
zn`frV-ACn1QuzwxcKdIUcYRv5f0oLBOJ1p#a{Y~TDQBtn_t#L~l**SSf3dvso^;&k
zMV_s;^6Ki&+d%#nwbPi|xkCPJB~>s#9Y14dtK68H%3q@LUCBp~>+Lv|d?~r!jvL93
zR#WZhZ}faX-kj#GCAD8;jz7<noq28}+}~g9?eYe>J^xe4y}Bw_pYN8F7a`Z%Yme{(
z-uq7OHBdhLT-BduR{L?n!(MaeeA*iLFluKIwKJ0DVS(@h-g{1eexULVny7I-ol;e}
z1=`6i4&d^9MD5q7_WkEqIB!c{yWW52Z3KBw^7m<f|APENLseeCp6V=lnEI*L$s_Ys
z?#O1Ud`5NW)fFE02AbofF8{vtQO0vq|MyEDX<V<LoFA(8C(#QPS5f)0!nyauz9{`2
z(@q8|KT7&|<GMeKrH?h<kjf`Yci+GHm-LCIygq*BUEue}ecxy;=^vQ#x<6y2Pc#0M
zr*12xPjUQ+^qIzUQ2Fu;{oF~$yO4L3-qx&Jo%^NqSB%F}`HRwLnRc{i|HyCOeP3#A
z>GMo^JrBdAcQEbur1n=z|HPEn{kbiDk#Ri_Pc8Cu7dqZv`lrVAacqb54~^@2Nb#}X
zPAAi!I@F&hq<?10S0Jw`oIAgC0Nz)&^SNo~3u<St^yS9&db=lmrSUdY{>e}Le)dj9
zzj}Ipx=UYW%IobiS9)Kk{LjL<{{II2nr!Fm)H=66{ZN0g-=8(ckC4xj{;hGbJILE@
z>FbSOBd_$S-_G~On~)EZzR~zI<R44lWV`|SHR+p;hsmoh@!Q{G{AKb9!nt{v4?ID(
z<Gvr~59x`feSN$t_L-mSz8|N(^j)UB-i}{M|H-&s4>zRmG#*d=FTd1pf1<N}$4md&
zl#iqGc|P~c?=_w)rTT{f(%tvnER}x1l-K+38R_o(adIv5+yB*+*W>CU{g`pR|IU+s
z#PI{tPa4<zZ`I{~`-hBop>Yk8{+n^Ve;t>8*0^4`6;}A|oHwr5?K{#h7}x9elJq}~
z>vdaZrQgnF<9glplYYf`1M24%=~s>G^_eZfZ|9nEy*@iiUu?FoURMjG-!SF1|1RBq
zJ%4_2LJWJiO?katUYCByxL$8-rQb3hPyN3ueW~e>Zl|f3aPfIEro3Kn=cPX|uGiah
ztNrpR(onPBd-TI7=_{S~_ef80JoT4;JFATA>zvlo)0y`3Q2TR1`D@anO!=KuzSCEJ
z`|j(*$4P(Gl-KjWN%}XYKiac>?YHxoQ~qh`Zuzm&-PgDOAU(5bCkyp6<u`u&8I5-&
zZy|l1>5txCbEUh_FMKOKt7+$XYUiZ%?8Y~f=U?OJK5ksEpElCBI=LT9-{$yz>D!H`
zqxSQz_1ky767bf*2T4yf?dPNRcL2}%t)IKol&?hPdja19Joh@joj%fcnf7C-{pG+f
zNZ)PB>*Gw_^?v)VF9x3KJHC8->3dB3`gpYpxc9x^j$6JV@cGi+*XRE(eZR@o>oa<T
z-~IvPdOzw1e4F$`PWf6J{dQd6B>jj}zV;7(dDnMJ*MCL!yq2`R(r@z1N1OGp``J=@
z*mx|JpCG-s@x0`FrMs{H&nk8_@%b~Rd_F4QQg|l%Ir8ou;A>?&7tDC|JYSN2$?^PK
z{9O0-W?iM1H2u-z-67q5omGylemk+IeB%_Vw}YksV{&yn*QJ*+<+YdJ=C|XPUn%{j
zX(x^*Bhz-je0kH3K28plUe0(&Dt|-zzos2MKh+cccJ4a<p7aNfZ;)QWw6Aju?eN=)
zGv1wYXG^bWe6;SrI013nx1jK_SILymN#);>UfH-l4*w}VgE{}|^I*dt`SwQ$7tgPm
zcJzANF1@;OeZDTS%P(Kk_%!OzH0jS7*T<94Pk#AarayX~TS>2D%1@wnGVJ!t*E24b
ztGvA~{dwb!$Ztz8VA@Ydp6h479oOT4zXW`M^ss3^7qy=N{DSm?rhI8CUvQ7#AJ^Le
zpALMt^unh7!qom<;Kld)xo-Iuz~7esf|=(qwSP!@L*shArP=4V-^}>qw7*}K?!LYv
z{V#s`=BB*f-%CnwVO-}n7M_Xv5P8>ImTzUs7omTgBE7Y7JwHdJ>rX}UyctwJX20K`
zS4{bG<gKK)Gp@(GK{(f+E3$kCQ+_116F%U#?>^7oSb7&zUeCi=>F)F6UrX;{%Ip2;
zfpq;>;fL>oD}T_>?Pkh1r2h1j9%t5%&YdT{k14PHfOPkH{4|IB_WPUix<8GjziwR5
z+j!}HjqCnwl3vO5N4Jyiu;2bbQ(n(!Q|W_@>*L!p>D8Tfu1Oza%IkKXIpViJ%(%|=
z-)||7KTbQxr4Kjd<7hrR9`(zQG=7fO|CiE78Q1-M^q60Mv~iu=Uiuj0y8I&PZyVR;
zPfH(byfpPE<#E6LcZ|pCbtwH^<CVz!NPo|GE%Le2J2><3i}d$Rc|8xcfAw=G8`rOA
z8!3I7aozt_(x)2FL%F|6@9E?|dBSi1RmaCl?`2${zYYU0cG7RBk11b?az_F`0=#q*
z-_ASI`<nLkb$%l7w7>c7^f%?3P=C4r-wwR!DZZVt(g&FK^?CU)@M6FF?YQL!0sm3@
zK-0e7-?N<d+ZkkBZ}-O12OHPNnZ>~GNFVByAAH7d-}O7vhdbp*p7qPSp7xyYBTf01
zH2=>_pKI2q?&oaj^Ns8M>u2eUjpwCya-8?uA7k3r?bMdO#FW?G43r-&-F-e{vGk>;
zox+s6LHYzI_qOyEro7J0_J`k3w|qnC%S`#k)c$zs3C5Suac_t8i6-|2Dt}Y@7pDAk
z<drV?xnCOB>vM#3_xXzz(r1|Vb@?;E^IY`Xcb~tgE&UslD|T~vdqesh)4rac_0rdw
z^4gO?`NDttxob^%J#XEme`kCp&D(0}^GvRuw~Nv@nDTnwDqiy2|G{_z>i;<DADVW$
zkZ+W}*tjmA;<De4>oufrHtjz_{ahk_tMLld{%PskjqB^TB7gbqCmPQ{<vU5=VZ1l_
z9O=7^k0C!QeYNSoZl~xKzx^+bx2E#-fcKF8wJG19%5Rpw+vK(*Pj}UCe~<A}<V~dS
zGyXF9JmHz>=g7O|z&FTt_M3LfP^I+O_;zv&=bnG*CjFpkNB7}N>4%NKuRHa(-_B9v
z4avJoKW<!qZtW-1PZ)1c<qu0wGM-uY|GMA4`+Q9+>A#usx}S@sZ!_CP?_bxYpE2dN
z=l{oV-!1>D^xsYS%G95A(%t84?npmp%9o?^4Q}}DyU)K&kp71$Uzo~ol77*+zAhSe
z({IOpUMABm-!GZ+JE)zO(*H7Emi%MsSB>la?l<Yzj5nk5&;9GSf8Dt5=S=DD^Fi07
z|KiMl#oK;6w@f>F{@Y1+%YP>QhAH2e`g2wKZR7g5SNV?LzWaRBK<Rf)`RAyeozm|c
z*T=CZ?)vSx&l5G5e!`4Pm!A#%gmf=0#d-R;SLdGJ{_mz8ef*gr{j_m?{8<nDH|b|h
z`Ti7C>Av57N|URPKW|G<Wn3SB_DWA<{AFq<{{z3BDC1?wdrNnp|N23CI#XWnj~Trb
zqMh`{^>L%E^bE%Jabt({Ovd$b<B=48JMQyht)yo$<#q07(yyEO(d+HD^c<$V_L!7@
z`)>I+rDrqcE7Lselzzi$|FMwYPEJ!^9|zh=cb^ygSbA<#zA&}_tMoj^<H+Zx^4q^>
za<!LE?R!2`ULOaBN{=?Kj{`qS4;$CVfk)H$?G!Ywj{|+B7dEc@nJC?Tp003OznvIU
zJ`44~yY!-te<r<{<9|pm?s%yvzy1F+_Z<L|9>uvw5E+C(M2Vn7fRF^*+1tI_BT9ES
zlJ?@Vdnkb!W_RcAMz=e=nwh<TL<W(AND|3l3>Yv%U_F5`h-{KX7D<2s8B8)6OfcYA
zRozux{de~tW_M-ZGw*cYR9C0!>gww1`fn!dm)FrO;WrQPcM*O>fPbIxTL@ma?K~FZ
zhT&ajfbS-JUC^Ed!fS%_JH(F@J|Z~$lm46r@yFn27W^Kz-h+gP_mBTf_-&;<EVsWV
ze1q`e^}gk{$bX~Yx3T;$B0RiLd>!Er6?&ep-xB_?0N;8$<o|HNSwFv(@H<I6d0xIl
z_#=gW%C_fDw?{sw3eI}((S(Qhi3bSZB=j$|e6A<_Ou-*y@w>wNAIN7SINOsCC!Dji
zuUT`lrGF{mrwcvvc?aR!1n2qsG2!<J`nwSV)!@CM;5=W?N#I{2{Mdm0(Gcgoc1?(1
zL-@S|`dvpMeTaXV@cRip&&yHpkZ0|h;|1q-wi5XJ2!B98|FAnFpAf&A@Dl?1`q4-q
z;-4jayNolp=NNdP3i*=*J{J+bQ|MX#e@FO`(DVJ#c@Xao?_7kQ$Ki{FPYBNQz6Bi7
z;FlKsLMtcVB79i*b35-1fzaTW7J6Ps7Zd*20RI``=LPuGJ&@120saBP&ldc#R-Zf)
z;^x<`dA#6U@7oD~oZ#HflfWQ>xI4j_{xZTFf;0U+ApU;snrXpVpL7YI5uEw_lJMC8
zpNF`Ah?f(b^~P@qZwt=je>S{-Si5F#fL~4ce!;tTUQUMh58&Su{2Yrvi|_@(dHsHy
z@I}G7zbD@p`78<kN;}T4A^f1=8!i6_9f$OX1!ui<72!`4oX6+4gg-@a{zB?2)*_#$
z3(ot+!|#XqGX-aT^*+Kc7M%C%IwTlbyXHB9^L)LN@JEZ>vi$#<@W}w5x<B#>@wXE`
z70~}UfuHaI<nvr<54a8K&yNUyzTn)i)&r6Lg@S+7(%<|9#CJ=*d{6WX!e1=(Y^UAl
zK}a9o6P-r*%Y>fC;UM9c2!0=1?^_6ex!^26pCJ4dg0p?~8^SLYyk_~FdLp*xRf0d*
z;!A|TMsT+4{)6z>3H}o+hxa)N`OL^TJk9cXG~q45S)N}(_}>X1#@~~m{}bV_7kVDg
zN1lxJhWAZ<!v9|A+3tNm;o<$!uLys$(6c>xuLmRlPSE}t!rvzJ-2RIb^w$#p4?@rF
zztcmIe|SH&mGFNQdT#&A2=7XJ_?&VL;g<_NxBriX9~63)tIeliy;lf5&+j#azguvg
z-(%o?PVC-lmhkZ2>T1F-4C+0ihJ3CR{#@_#3BOA4A6mKk2H_V8AC{~84kMrU3O)1r
z65-)})_L$w2K<&n|7k0quOj^Yg7bR0p75&$e}JXG{Rr~;px~_E_7eVK!Fl}OMR<6R
zwq_LhJVW|*tmS_;;m->2%LxCd@Mrq#3ICYjJio`nyBdfS7M#cDeT0YiTqkcp`cDWw
zkI&hJe@bxf@9PNvjNshgFA*Nzm)(90`G@ynk0AUN(qC@>iwS?F;Jm)Ro4{)uk^f}@
z{pAV#L2!^?yXMsa{S^s(^kGQ<dZFibE)o6)!MUB+B=F<lozmJhZw%<)oWLLS2&8{g
zK!0Tde*`3USi9z0nHSz?rwI@5WflqltkCnh`wfJL_aomV{PRN3{rw%`Ulg3}kP{w-
z?fH`6+@5m@5ASPwgnwD+PqORcxrARQ_yrdK1mRy5{FxTN&8b-L*9D)j_%_0?7kt>_
zFCzR~g0sH;BH`Z^oX=}Vore7XO>iEElL>#1%ooea0^v6Z{a#z|<%Iu0@RwTrr-c7V
zaJEbDunFt^X@IXKJiParB0RjWxs33i2_J6%2MGU#;5?6iB>b0x^E{4h#`c8wN9Pd!
zE1~E4dOhL45uE4iXN3Pwa324MZbANk6r9KZnS}pdaBlzG2>)-v+5h$<!v7*T+w*Jd
z$p3!?hwX#@OcQ=hFpqyv_)TtQr)kX=`yam`{APl`%HqSPBmeN;=K{iy5c;(@H3j}3
z;kOi={knf7{MLf=IBYrt`QKJ>FjMKz^9aAa;A|)Sfbf5pez6_0?o8x!q|oztKA!NS
z1m}5w1L5KQ#WjTAN$A<0y!SZrKU#3sGy4g@yWo90Zl57Mymz>GEAqLg(DOKalJH{%
zKhg5J^ERZvx8S@_9VGm|g0nq*1L120XZnk`BcIU!|2e{s7kVDI-x2-*!Fe5x?m#{d
z6r9JiM|gN2@oK_P5PDum-zWS;!Fe5x?nM443(o84S%eP>&g1qa!XF|yxBpLs4-3xg
z=;6DN|A^qcjt&#PUT~J@4-q~lILq@bCy>uW1?Tom5&m$&S)Tuv@J9;H^89DQkCyez
z^1K5aEa1lzdhXYSgl`g@$N$5Ghkp2<6TVsKS)R8{BLBMJEYB||d|Ysr=l>!+^q*ff
zg?zRNJ&(g53Ev?&%k!DLk$#upET2~p{%FBjp6~S-q@NO;=|4{RNiuG{Pu<}xq(52k
z&2}9<E`h(D@P`OJ^Z6a&rwINq%jY3yBmWTJOZa1?oqX>80O4l~&hqvr!p{|)?Sx~_
zLH>^w{GGPmX8_JJY$5vVUx_~Sd;d4#8>IbBTWH6*$p3GIKg(5z@P^>0S^CcszESwF
zyd7~K@@WeFy)FHTgg-%W9?!#s&j`-*_z}Wef{$80$2=DKhyLxIgzpu4=F=eje8C@W
z`79AWCph=_vxIj9XFt-9311NW1k2~x$6<T6$vE7@;^z{6fzWe*-%5DsM?LOukWW|W
zxji$4_XX$i|1sf9g7f+A{Kq4oDQOSa`xU}N|LS}L=?@AY9=9tAKP>p;Y`?~yfb<s%
z&g1i5!Y>N&(I(P|{>&E<{v@I2cHVp%>7Oh(x2Hq+Qw3*v_$A>_7o5j`*9`J`hTuG&
z*AV_J!Pnb<ojQy3&la5Z%o_+_knv>xe<1w1LeK3#vxR)RLeKbBg!cp=xAoqB57LKt
zi}2?O|L0lyUlINS!S847qNnafJ}(md1WW%_!Y`D1SzjHw59vevOv0Ze^sFbJk-$Gl
z_{*f;dE1_cwvqoU1b?S(&$WbKDmc%}w)2txRf4lzJs<Fxe)|;Bzgp-YX!(!qM?S9=
ze80tSGlzKS7yS(3e=GFdo^j~N+BGkhap3*;FyU_q=$}pa8wJ0Yt@k5@hyKj(5&kBj
z=Y8;w9jx~)g0md%BK)m_^M3j?!rv}9`$LXhKt8XL_A~xM!b3mjCkPMykhfVxKJO6z
zJU%B8{!YPJ|IZK}`ahpZ_!UCW_Qq!kf4AUlZ`|<$tT*&4o<;bTLeK3vO!!rTb9=5N
zJoIONmGJinJ-6q$F4p_cg7f;_L-_jy=kdII59zN6#`z6|zhCG-ZRO#6gkLQ<>+R$F
z$mc_XKfuzTOZbNc-)-@$2>+<ytS8qjA)nCCIYIcxg`V5L<^a-P8MOam!b891b%cLP
z_^=)Lpo7RK^jm(D@XrW6%k7;GA^o+2v;6NS{BweHzurms7X;^ZapYm-^CiKV{%wSZ
ze#M^>ex1;B`%iiz@(KNlpCbILLeKnnUP$eiabtPw5&m_dXZd*v;olIP<@POve^YSg
z^EJXhFZ`MQSA>WDsN*l9aS(du^BBUvCHyy8`MHGfe-r!^i+`T*?+VVk_l{3O{x=BD
z^SF!f?+ecTy@c=|2+nrkKNBAMm%dE+4~3rFf5eliUg_6f+s@5||48V0UYdk|U+B3#
zR}=oj0RJoDKMC-mr(nH55&qns{e*}9r56+a3*p1(;%f;H{Y$reD)RrS@aK8iLHN%E
z=k~vf@Sh9L<M|oFLx0gP2>+$fbNf$v8rJ(O!Fk-yBm6gl-`S4yBH%0o7NWl{PT;R6
zKED+{ypMl6LH{2_|2v_7l&$1JPmkAoW&+=nz+VhF<S`Kb?AQ7x;lCHWY3sfFGmt*?
zcRiNyKMFmc_g_r-e+T$y3IB`WM_c}Pd}h2~4+4Dcn!gG?udivs*WB6`U-L=(AKxJS
zrh@bQ9`h{Z6Z*SOC;TYk&-BkB{AR+3>-{?6M+nYxc&Cez|1AV(y;LXsuEKwtZD%Ke
zUrKoBANw!DZzKG<-mTBZdT%8--xt4<@Y@Q`_1-}E?FDDM{XWk@K6enD_mK+;zoX#1
zzOEsBt@Ml6%ffS!&z*#x$MbT+L%-Q|gol2!qo0R-LciH0;dd7PtRG%O_+13&@%ahi
zcNLu5fA8lb|A$EXdA?33{O&@}?SB^G_Yj=>`(DD25uD}!=Y-!Yz)yJr)_WhpS^k#@
zzpvmdZ|^32t>7%@C%q8)94|PxbCK{<gMR%j;hO|!`hO?<{=$drUH>8)f5CY?dxW1L
zIFH-g2tPykv%GyJf#2lC$UpR(%@BUF@aKB}h42#vXF0$1OOVfl1?PItA^a4<S<Wvb
zd`NJX^WPIbEI7-_)=Q9o=ui6<;UhxN<8bCnk$%14547w3g@lg@&UWTeFGKpr%DBDL
z(jO-Lp+e8|^=`sLf7F)<f0)p7d;W*;M+nYxd)dpe-bV?}cK-JWKTU8R|J%F*>Gw)I
zna?qVw*_bVU4(BEK0KaFfXDXD=Mw!Eq38bIKzQi?IsTQ{p1RO;T-+supCLH6=jVin
z{+y9Zk<Yl$^Z0*~@NI%~f1iFC((e$Q$L&7}f4YnV%iFeBA^k3)=k{Dd_=MnfJMRyE
zHPY`E{9=p0lJK(xXFKZO2tP+~=F@%+@_C80hwHtL@Jj?|KgJ_pi}WG>R>IE{{w%i>
zuS5FKk8uOxj}!V6ZTstgi}a5dd_Uu_M?CaP9P<XmpCI%s52q3y`Wbc--V}P)s}~YJ
zEjaHNZzp_K@XKv`Zu)mv?;gQfpPx#2=uh}2;roQ1+j-|VBA?JdFhY3fADAP&EqquH
z{}bW+1?PFZf$%xOdA;BE@3G#F;M|@%;h}$EAK{^Y;EjYY2p?|GPYAz2aJCyC^(L%0
z^aK2g@Se~!pA+AV^h<)XoOB33C^)aX&k%lCaMs%oehc!sP;jRIG~rJXoagb_e?a>1
zynij>pOAII{^Xw~@Y}o<`Gn{F2I0?;dU?LyM)=bN=l$!agg;Yomd^*j4f$UzIO~%q
z5dLhzc^v+U@aGE7`t}cmhkk&Uz8(38=lw4c{``Q?&HoYU!}I?02oKNc?<f3)!iU%6
z?+Aa9;N0J#cOd`pTzod+FA;i{=jRe0o{Qg4_$5Nm<Nr&-!*lT+F2{Pq^Xxd`FBLxA
z{udG+o;N>8_{)Tz+xaKL!}I3)cVfLS7kc*ZT}1dR1!q3j5`L-R91k{h1@gH}aK49a
z6aH$!SwDP;@Yf1{j@5fNdl&Ng+W?;+{7r%%W$9l;_?rdiasCM5ZxQ^dmi`ZfzftgM
zi;un=>wSaZCs_PxguhjAw(G7X{HB8Q_}t;2kk8u%XFqd`@OKE#^LPc};W_9(3BO$E
zd0%K=iTuNJ&FcxjLg<<Qe-Iv?JMQ`akk7k>p4)#e;o-UCGQ!_2^eiXeBm7Fid43;y
z74pAIaGu|%5&qr)|03a63(oU<r}rSA4+_rndnVx@5}fDv>4d*uaGu|f68=8Hd47+2
zFY^D0;5@$#!jBi6$LCFie@t+m-@g+6uY&XVZ~JHDAKL%VC;Ssa&+~h;_aXhK1V7Qr
zVV&^L2+sD;ZwL?V`Gfz0d_ueZ3c{}yK0Kb^Cj7I4v)*3&e&iF{?e8c2^FqJYw(}+*
zK>E;bKaub+3O&ooIfQQ!oX7dygopO?9j-?HX9_*He-Ghb7M#cD$PXfYXji|H@UI9x
z_xIKxLi*6&{y5=Z6MF9NNgqb~ZwP)zd%yNc!Y2jaZO7-Ygnv_TZs!+1f_y^z_RvQW
z|F+OiT0Y+-{KtZSz~WE-7}AIK?UO%_cxcD|J>fqWJ}l24CH$9ypK1C3fbgFQeqW2<
z>|c@pPX*`obt2)R9lMY4&|ZB5;i27lJ>j9fcgiQQ-rq{SEDskF{%gV6&iN4GzY}~D
zxBrvK=l6oMoij%G9|UJR=LLlSNpP<BI>JLcaPd>f|4Bm6cHN5-_&W#>?Z*Eh{J(_{
z&)4=(Bmch$&idyCgopOqhY0_x(6jzI@iWM04KKqr%x8x1(EfP^;h~-L8Nx$5<QCT;
z|C<PZ)&s+Y-%N0}lOIR;5dr=Z!fz=!kN@Wgzm?$3|M+XM-rESy^SGDr+XeWQgx^7M
zUhn@ycxYFw|19!9Qs}3wTwO-^T?FU(x{mOB3eM~6E}ug_cNU!2*97553C`>5<%Ea(
z_?HPkR_J*gZu)uTe{aEg+%^+_AHkXawS*rhIFH*6gx@c~YhOVA_ZOVU?Wu%^`}MyN
z{s5upal6kKk<ZD3^SC{p@S5N}Zf_*~M8SF7zDxKCg7dgN@Jq;lo!~5QZNf(b{9gzU
z_uqYAMm`&ap2zc2!p8(>J%9dnNFVM~cm4|E4;6YI|2Gr<D8X4@-Q%lB|1iP%y!jf!
zHw)gka(KtDA$_>-+(39;=y|<w{yNfsNAv^t>lq3BV}yS<pug=mkWYwD5&k`)XM6AE
zgx?@IkHd8d{OIeE|M!KS+u0!e2ZHnbzAAx#If38)o5(-pa|Yo*6#hK^2NL+36Zmxr
z{AS<6dQX>m;dM7hc)0H$`E8^>Q|Q?*x1R8DA3vAytwPW1>#c-u7o6qcCxnOl<9+@O
z>)j#rypOzq@JYd${|5=*EjX{=-x2<3!Fl~Y;5*2Fm*Bj9pFsFog0q~wgYa_%KgY`d
ze-M6NfIsNF$p3MIw=Dgogg;*JLl!^!dr1ET!Fim|A^d2;Sq|Sy_}v2hPlVrHa6Wge
zy#e`$_*TNh{o?tAPYWMz|DOq;6`b3D(Z3`AJ%V%lKSuaTf^+-t`hBE-NPzDr{1m~t
z{jW^mA0a%{+eiEW`R@}xEN^wfLp}UT!rMa6`t5fAfqX)J`yIj`A@m(Pk9Ykc(w`>y
zw8iTQyia(jSAR@+xK1a3g!~tTf6wy&3gIFBBY%waA^s19Um$!~Pkx&41A_DV`U~Mp
zg7Z9{@)P8LNbpl_d-f6D7yP~!e+}VX!Fk<%jqoQ5&hm5APmzDPuFoX=BBAH@TtxVj
z1n2epDZ-y3IP1Ne{3r5%T7Yi`Ja&(>jp&~t^gM3QBm9{Gel6jlTy6Rp*1KQmxt*6M
z@VoyU>E{Fb=O*w!5gy9PlYW7GLVV3H<M=ZOf0oqC^YS6W!+HM$;m;O&9-jyQ3i&@r
zaMmZ65dJ*DS)bhe*GT^Y!I{s)06%Wcrv$&dm8-`Q{yD*U?w$-d|F<Qjzb+yAYXbUz
zB>a7XGyg9D4);NVzuGeUFTyVsoa6V7{Y{*H6X3_K`H;{v|Hl#j(E#rg{;z^_U!G0)
zcLirYuOs}60saBPuMY690ls$4n+4x$`}G^b|3Pr>*O9-C)1L(RacjOJ^xV$PgnvE2
zXNb?c1!w*j5q^c>54G)i1>x@%oax_1_*H^4{WXAd8!QX@>$iX(x90sqf1LgC9=}8U
z1A^bp;v<BAMDV*>d?(=_7o7K(J%GpReF4#bQs|Ggd|prZX9Q<``(eUAD>&DCJ>g#v
zoc&9GCj85SA7l9+^IzDn>jdX^t|R<wg0sJUity_NXZrnwe_L>F&$9@>L2!=ydJW*Q
zad-#d_qA>F{yM+6(3x3Wd<gt+P2;?&{`T6&#dd3^b+FxQHD(q%y?%FTrf+{**PNSM
zm}&MGx{YRcuL0M$_jVS#E%?XIk*&aNdu?=PVYW4~(C+kiFFa=V>0|Zt)sJKC-sXi)
zzq>HEd0(^Joawi^^%?d1@Di1q>UZ0nz4gPB6Z*&Xd)kL~F3q>P?V0V+j=5HSVrFWn
z0mZl1hI{?y%>FH{#s0nqHchpr({Hvry`8Ot+uI!|vTbInhGm#y7}`JIoNGU^Ro}JU
z{cL|<KiO)|wz{>U=Ird|h57kbr%yD)jh$1C+IkC3%r$3P^jp2QvC){Atnc1^ZsYXF
z?A*M2eAmtfR%iKb+_ltQDVE%WvAwPSS<r)7!+2ZkaIZcw)nC_Z^~a}rQ~i;-R<8&D
zRiA3&|6g~VAKkxmX>Lvd!$Y%6i*s$5<d&HO;JZYFHt$LeZxo`_I<phq7R*bATFp7I
zY>`M1U2E3P?KDip#Q786Tnw-8w&q&RUd!-gTH6LK3S*Ygt9Ax!wc|WWg*K1WVVXA5
zfA2oL*s2#zj})8S29i~dddo=tKn~?LS{H`#T)$q#Sd+IdC?K~IuwlG2+3f6XjknwN
z`t<DX#%@{_!LR4%{d(w7-mmS$`q%Sz>SoqPX;mL+b^Gn<xz_H5@`J9~jP!5~riYTn
zeQ3Nl-s!jYcAIncStXStps#4D2O0)MP0@jZiqj3@%2qN|TXz7ZfA@kF*+V(AOp}}~
zaJXuL+3E9>MQr!Sdi`!^ak{(Tsw!NUtjmJmikJ-#*&aT6X`#={ZD)2EhNt?6=UTI8
zciW(@YoiD8@6)>7=3!b_Afm9wjC>caubRheY^l@k%%Vz7&${hfZOk+RrlQrHUy-In
zI96!T@VZS)?YaI+w<^iDOw)LU$cA9Xsmz8jQfo9|3+=aO8tqQI-^L9Q{<Y9)G&{46
z*%nA07y|h3p>`WYj(6Pc?fG`!+i^F{HxE4q7U=qs(|TJLmOvrU{sP<L-p*2E=Fp+-
z!%)|3Yfp1&uHOKIVt-?C0k)jOKz7FVU7JqZ4lP-lZj3j0j~+X{)$A{ITfNQ0^#dsG
z+iPRMt-lXMVYUHAMEgLiv3Q_9JQSk+F0TBk{>Ij!888l@1Di*Qi5V-DN9?p&;qa4I
z6}91sW`Eyl-MwIQboyJoazkjpnEf{S!-mtLZ42GQ8G_TBy}p?k{|9er@K00yQL=2t
zCrpFwIs<sNb-_|=d}_FXyZUgWUaxZ*(nZ#A*;wy(7rNt}JqupHgI{B1YojnMFzYb%
zv&1IGA|UcOIddn`kQhONLr{~~9LFf2^Z3=&%q1B3^y|Q4bCV54rb*$|YJjs~Itxm(
z=lSPqa!fL=5=iEoi{pB($2NmqPUbM!N@C2xgyX#TM;4py?)WwogPN8B`6bCJBQ8cF
zxv6G51BrCnHtfy%11*$qv@wlg>3U(MGb6NCP`MHj;y9V&R(c5l>s?c$WZnyRGXjCc
z)A-@K37S(>KpNKDJUR{vqh8<LfC&K0t~owKqA=CxvGI5Xk{M}3#e&inRtTm-w;J5K
zi&SQ(sYDr9kKaI7QT5K1DeLMrl0MZRUe}nMZh&Cg18M`U5<HaR*=8DMb9{2DU)vx=
z`sc~%1NHi@-Hlz=K+ai_PAbNj6$&~Wr#3dm(PnA)4`Yq8BIS5ha}8|IFV2lmt!r$b
zt~vEQ)vwCY4FV6oEIAT*bDo7>*BZOw_||Grz1!!9>*HFyYeS7QamSp76V~|l`5Lsn
zHo_b6ES$XhEvtF77OU5(^)Rl`5i@*dOU>3+tAjo&#Sj~X+{VG~!|B+v=q4o7NU+I`
zbb3wNK0QP{CSlp-HEF2M`=(bs(oCa0NqB}E<5MGzNYh69IJn~ju>_7;(W?!C`3rk^
zW3k_jjeDw<Fy(w~29g1pIFX7j72a3O*c+omZA8A>T;`VLR@(9zfezkiwZB_riB51I
z?cRxF*_eV=Fw?K~z;QAPJ1o0S>~0HCJy_iv)2n+$D|R!MqXD^3iJI-a!6?NwBy=#j
zwsSPe5S{^*o5M+pU8r>s|2Sh<p{cS|p%moBSB^TSC-LY2CjtJ+G}yQCX^TWV%E@FY
zayK_jK4AwW!hc<qe?b9PLq<X7X>refTNyo`VM$uJswVe&44}(>1}QyhOo7tcyc*Mz
z`n(*|LXBRIjgpb!##v;Wo4sDFg__`KAr#Xqidtg}9ykrdxWNtvfuYGTXPE4ccu}|B
zgh>vyYSt)M$wr{h9}R>F_#ZB4(0ZAZfltflXdvAsYR7Mm(HZHZgiz;=KoOJFSQM4Z
z8<kYq==dc42QY$SY6b(JtO5_G6QCpP9DsENXC<B&yDNxX(yV)|(&vhj(p-|88uo!&
zqlVuTcvHPQ>qHJ@6~rc&kLp6zCaBgYW;R;0%p+7S>x<+kMsA3TL?~7gnGYsKj@t?e
zQW=J7B4V;shJ~9DKKMorb$jH6br~FObIin^U5jxmuxE`xXF-=c_)4$QF{SL}4qOQ1
zQCU1r@T)&8vOxihU7}-L{bmgX#}Kx5K{W9E25ie%@X}0m4qxdCKwLK&i#IwJ-0(!T
zXr`ANENjzdhSRW(n4W0bI@-)8<xfd24>yF4o6_8gnw>~zN)_0?jyku+1zeJCE-1&X
zb{8115E~|F!1<mgwx!s}fdgy`G%>)nK<5h(k@X}ZMU3M!;n=Dh0O%vIHD|2?wy@+J
z3wGdIwO}-K0RxDmU^Ox<qTbVD>+L~tTg%(|WQLmTV&Pjwo&#9nC71%A6*1scd(0e!
zhM(?kZ2j00Ww)MGjbV9Ru{R{9rEZ5QGB<)MqeXRfv3|NjVN=<z_Lp%^y&(%#z1a;R
zyanz6*$<2x3>{2x7eF5#{_MQ4y#GvX2z+p*xB*w=yMwhQ#!KA6484liZR}iW@-kh?
zJa}q}uIsc8HY7l6;0-vKq+KS$3LGaz_QV8wmBLZa_S^{Q3hm{pKHM9|!TV>u)#j2{
z``T};ia|;?Hg=)Zhr@v$L>!Px6IWm@(1xNkWK1#(SXjScOmxL1m}`bM#uE-eFwN?9
z*ywOs!e8)zSvPovB}nTJ?hA}al`RPSVYW^u<z%&p`RQ<!CSGMYkMj!<V<1;a6K3m^
zrQymITS1Q2tE0(R0AA2Rjv1J;H$d*t!<eilQBG8>63wWclV>;>LqKuJY9(bK1e?4X
z?%)XOTMzowNfvOrM!%qR5?1F#>ZejRhS(u?5_iF%lUVXRMr?(=4yFu@3SCXH@H$<F
z$fJpD#@vtes26cyZKXX;K}ArF+i-bUouQ!&8#G(_Bov5_X-l+R<-v_|iHvU{UA9p{
z=iL=V(I~sRB22u2&Y{eVb!6v)<GYM9s2Dc=S?D7rO6)lv%W$_W$pNHfgWVHyY?Knr
zpo38(CbI_)V0@<cN7x$cQ=79p6pyfxY8L*?xmrfANJO&bSSnBp#_y?0uuhd^=Cro`
znvIm1*yMDZGkRG`T~=kIO@S^A5P;_RZgY2;!#Bg28;YY~)*~M`O*@M=Gf&AywUIE6
zZU&Xwo~(>}k?yxwG@>J9fI~B<L{Yo%6;<zaPyR@y=mr?9IIFVb<w_4SWJRS5M=hdH
zl?G0awkYPnhm$qMDyv&|ToqVck(L*zUS<r-*aUABb+4cWMrwW4<94q!^OQ#81rpb2
z?tmPe5|RypQ&IjYFw}I$z{zR6smxblfhRB{1Xk}w)l<m|ouo$>b`X<R6!4+KH*L68
zZp4Qp4@N&{I<1Se$o%B12%>Wx4HN<h2$PnGyEVHD2gI0DZ0huE{8{6Zc%*|^KDgo-
zu0<Z`HQ*fr2gqz$gq^THHP#p(hyR2}O!hXXLPgu>A-ry!DxAzRo&;NqIOE0(YaQY%
z;0ec}hMlZ)dZy0$)EPjA|Dwwbly(}$<ogEJ%Vv@JLD&9oL)#bjwr40H-Tz^DatXpR
z=Ud)SZpDl?8VifP+WH2a;~V%Wj{b{}4(f@3d1tWuEd6f4I2{yGjS6-S&QG8|nw^_C
zFlDXKT5Sei2SAK!v)%7ONbvf(RtKId@Z$m)HE{&OMS}HR;@wqa9v)xJFU^A!ky#}v
zn};-|88(O$X}Z@8!(3tP#~S}=o?!V8Ax3B5F-X@8j4kXvg)rl@bE>z+3_?uN*`J`Z
zFyi!Bp)tL*r-6^W@XZpmv_o6P_(HF7`h0)STyt-adOZcPys2Mi;4K#T{B#-OwJ-^S
zn)$&pYwk?^1TM|7HdKx-n-O>`xd+8L;9Y{sxPd@cmKGOV-5Fp9H41BL-@1LRLmAMH
znR<?}g~cxX3D+=682lCf=ud)XIHadg{lKyOIW;l~X%8a<F$UiJ#|Zo;sJAcK&bpsm
zmFw+087ptL8ICg3bM=E)?XZ5pmhH3mqt%rh#V3wIzap<l-cQtu#@<7R8Xy?(IvQS8
z^$#}=4B<3R^)}nVo9e;4S9<(Nk8G!U?L&3=ug7!_!t1!kWUB}7kEjGhS9i?&=f)hq
zyXuY4*2mhNJ@{hlFsrc$&BhCs+O2+LXLF~LhwQ5=BUcX9Gb<=Q0gv&h4S~LB&-8bI
zHsgj=c(}y+gdZ{Z=P@{-ksFyu8n&d;4??&MiH@~%>@zZ0+4;{@czP;S2UF@S67O|I
zXk&4=L=3n&W+u`FqJ7fS<@yP>(^NxdPc1C-bPcL5pcq|jc6%*6VfQB8GtX%fM||zV
zjfdYyW}E${nSA)y*i3V=IpgFKq&@Lg2HDsyf%Vio2=AZZJzjPXh0%hCHU}oBrs1Ry
zX3cJ}KdjpaYSSAQ{F66ar!Vc0*zUli9gwJOhqR1vzo*(6s;T}4cy2!jsRYuk1WjLC
z2ipohri66?4^~Z^vBB5@Fh3y_k$PavKpZ{u`q^lP<`nPFBBMn@F**Y;=eyO{-nzww
zMV_<@f<D@sUvxUB{CXT&T<YzEHDV4xdc-%vIL(?D#lf`IHuUzl7j3eI-3$9$on9U0
zWvDSq{~)<WDNv0f*5)(>%Bj`o<P9jvAjpx_4LJ1rJ^F@rk6t<3(NPQ`i^Z<#^C7_2
z4mWCY5Gis)nFnCHV`Gpyf=p6gMbd2VvFQeQ&$@6>o3KQWt<v0T!!t|WF1$ZV4b>2i
zqitSxj8q?LX!7jZvj_fvdc#|v%hp5_Vn!g!$1bVbu*vTLnK`B*n@1T^cvgt%J))#$
z%0NYvj?oRSp=y|D9-doh&ekXG-J2$GJp$vh+gCj@OzqBZhEwVRVNeMoqJv<BEZSTi
zgdr5rDbRSWo)HRf&T61CcD4@n@f~U8XPPoQD531va6(yp!=I_J9sJ<e(fMY7h7KP1
zXxkU04aApBqcnFCg3XJI1!QH@qhKSZdQfw()jiNcD+m9*xE+(gG@3m?`;9%#HpwF4
zxLkvlTZxN^(PV@gjH?;Az3rafU6?oP5H-g}np8>(lHwncXpjL;b%3R`y4cw4ZPs%*
z)dMZQE7Bg(2ar5v(ljm545=0xsRjGc8y7*tNwz~}AL45f&U8gBBv^chWK0Zi=t{WY
zfbOu+@j^&fh@`MFZgd+XD1n~Y9+MkBStxkrY)@vp7F(TpFfxf*y9?U@r2v7@6Xv@B
zC+^UEsAG}|C^XfFD3QqT#=OwR1>6L!gD?(?(JNmH3s6ZJ7*RCT(8>eg8GFLZn|?d=
z!*=K&(`jSAoz3t+O2g#o*-12gMjDeYK@XSSVAQxRUGIVY)|$d6ADtPn|I}uiWZ@iu
zAQ^!wQolxQRrjl>rETNXuWXd#>f%u-Z6s|(>jMt_GyAcuu|Ys|N*e0gL@QgyKiO3<
zu-5g(F4J4d@Ca-rnEeV<SztmdP$HWb=9cC=WP!Bp#ez{xJhi!H*7Q1yupRgJfCi>x
zRbyt~eo?|9qth{679@)yRk{P5XwAL6=lR5=&{9L3pe{Y|qtmUu?T!&C3^GgH@dv_U
zCYj!z*kft=g-nYWgv7+?4p!-+vaC(I4sQo`QY}yO*R?vcR!_kJBSlTJOWlH86tSkc
z6Vhh#BWei>z1NY&8WKg;Y(NxSx*?I}<Oxe{BM1xZo;urzHKbgavNs$7Ul~I_l2$Gl
z(+-uHc>0<pk`6tXhy^6lSr9OHWZRgLFuJ{lYt@+L#)u_7nxHU-d#GvC)y34q$liqo
zBXnkfz04*VhmX4i0ToYu@u=w_mRZ)WNJQS<TzNV;w~RN!j*=_|JlVw)vpB+BA3&AH
z>mxU<Fjq(PFzbFUbDqs`6sr-H8v0_Qr$|*r>YS)Z3Xh78w&*bED9fA&L+XevFBX)e
zrdH&f#vCP_`C|t%MUXg?DT?^9%n=OJ$;`BT3T)ZA7Nt>BrjMhoB~EdQLLcPZ;nxww
z&T{V8+J?O2oT4i@(J9I*hq{ckvJgb3RUgq*W#vz4s*tsKs~yzFnsA&T2ZYm{il;2J
zYR5CJqQO73qh-7y`uM6UNuQEp$Ffod*UY!(XBH2y>4D|m0b|ad_FdTl&j*UZGL8t2
zi`xafQ$mzL8yztM&)|p>@NvPn*JGq&Kg7&{>>(kSLHeAKTg*Eu7;$p+mF)hq#ZX9s
zimICJt}-{XGL|JR_b3l%<+?kil<8l<AZ3V0i}Afo%odLpa1E_ujyqO?DVtarAzgfZ
z1aygI64H65xoTi}>s%GeW)Bpha7G{Bvl_#*Oxf7t%-ZN>_#})-V$aU{&{EIrayitV
zq3s$J*xKsK+?#csuZqVjQ+r}oy`I(lKpLnbk-c#DS=RXX3%DD@ET>wEQ<RTqb5FQ|
zg@-h<Q|T^q^g(h=gg`HW+6I@X5wo*G;%>`8x))NYE`~qWYH&ZY#pEi5q}s0GuGL{7
zZ@waJ@+L0!dqJPJ*x&}Ex+4r~80P1O!a7b!e9S2m9LV<WNt-R}o4rj73-*3r|1jF@
zK|)tz1L02C^_;|c`c#xdwjOe_gSVeO<T;c)T>32^c!W!2;^U=|$J|qSk+B?u49RV{
z*@h(O{_N*4WdYD*NC$gk74B@#i^t6AE{Qeq%m>zx@~eprfqgrte%ZP5=4k}NM&KTe
zeGmojJ2@4(GZ{pZn1zxrSapD!Kz}_5s%u0Y8E@#H)(PS2@<L5AbE2ByL|lQ;E_X#z
zGfD}sh2T5@m-N=5p;R(!8Mtn2tE#Nla=!e99vvv)|Hr%j<n;o`1(Y!%X8Ixn=Ca`S
zVzfI8!E<IIPc6(*e*fC2xk)j#!q2gaNxPws&{j~grR#vHt!>~GgV0;fQ-}>1Fj3(m
zU$PI(!D)etgTMtzfbgox3kF%!>%;!iU9*S1=Ny^0fo|r<Z9=L|&0foHLa-X6Ia~_D
z<LPm(za@k<6#Y&MvY>jt+H~prz=|>9!*;dC>V<_qIA5b2YT=N9I}pAXVRx>g3e*Z$
zZO3tA=}EPJW4klcHDB%^XTUOQvcCRgO>n)oGBwT5+hIvng`Z%VUtH?9wm|ezldkVX
z84un;_;w0RwYd&SP8-C`)Gt_q4>LIRKX{F1&oMQo`U)R?SUjw1OVO>{-?9;sh2lyq
z%<h(vCO(J8D9n~;Uft*|Pgv;ixEO=lNE=KV7rt#KSy56AV1xLf+D5@EGN~{Of-{{0
zK6nXiZ$D!tNAar+hhhzI*T$IvVk0dn8JcI3Xru$CQIT{Hfujo|jnIm!Pk3f*M32-o
zwe$DY#z>XHmqH-btJT!3rD;T>1fG(Ob6A!(%&U2o81pU8I#0E$Gf}LYHfpq1r4U`$
zqx6QlUe)Gv^k*dVn>QJm-&SO|%kacb7wNLX9W=v}M?W&i=|SPquT+ReM12(~Gk0LC
ziN-ck=(p4aTTpp?+R&qr^OpPi&KP}2Y7%yAIT#xS0Rij!15*avfMA4pJv@KGgJy=u
zdibJ91m+KoWXZ=2m-Qpz55y<@VWWJqBwGX?m9;zD;cI8`0hCA+;OFL{oS#SB&-h7{
z`WpDq7<};r`Zv{|gHLh=QO;mvO6V|}>U5ld_goMzY&D&koly!Fbq}F%_IhBEcHyPb
znmv#kUxsjFT|Rt5GJyUT_J+9MsNeJ=ff&&V-#v9=<xX|GLPltu1IPW6DBu~?irVvM
zIDF*bzNWSQO|QKNUbG$3QIWe-^L}?z>Eqc}*VKEm2v7B^;;2yJ2j8}7at5YWL%ug7
zGvPPGj>T?C`{G6ZLM#q)qgl59jk6l#s+yAJseW>8H%qWqvoW9aX&4;=68l~2+Q{$T
zbjN-#DDMSmgPfC#iKg5z6O#t!CuxDeJfwdkljr=MkS(CLVT=939RyHK@P~)&*)3Zg
zg>?^73|5gb1rxpC=c3V{@eN73w6};d4W`!<phKuMKc;{Ig?AJ1iIQ~~3&iO8220n2
zA)n^gs5xssWoIiwEjfNZC?Wa~3YwO9899&Nl=Na`Wg?AfA5;#<v34I$%<Y-XC*;h7
zljVLK2Smh~fM)0b0;41r04~2fkC8xGK?5$?h*^MKaI6$`JEn#FH=07HmAwY_y9vQr
zWh-HV+D&v0JXKRi3eiPUcEtu38bOcu!GaHKfghFaVJja7F%M9d;NS=75tD=GbD1AW
zvieSYl+Cq;X_|;Bxa;h*X&87|4d}irlVX<F=<-`?BzCr`o_?A(+A4TC>*m*LWXzwr
zfEOV6W(rm%y)$BB?|GfK6Ig1>lg`v|A%Gl0T`<zePioSN(kfyDdLNoyau=9s)W7m4
zFte&*ul+P8;maO3=V%5)t8e$%U~)@*Pm6AJN!&Q55+Ag~<MwR(;WKw4<+{In6S#7y
zPxV_D+!#$X9-MGW?CmZ-$-(oqy}Bf85I1A!7Jt`@G)(p@mrnC#e{l*h`-=(MR|*S0
zA&LfaAWU#4MV52;Lp$-q2D+>QBR?nt&MBxP_6vjrnNJpmh2XH0`l&YD>?z|vsIRt8
zevkJ7s<jU@g0j$y)8V00WJHR-wwe{pjqM)9N8v}4sdFT3$r}n3clE$hUNXSRcbPg@
zzs*}VGkw9e%#>d_$9hTowY)0CUz>Zy#v6@R<Z2&6XEwVZwR+LRs`2$W>-<(*|G<k(
zuRZVS=yK;-F;jJLa8uTDf@?a0mMs#a@DVtCsLT&`HtbpG9&C1J$0y?>ir*cBSUbp0
z0bY4b?g`foaOD8ra!S!{_BLEgVgkhZpj7}*n=zH3$ubHn$ZVA*3i83J45_tUmpxFm
z+T6myR<|*|u!Q%&^1xx4^KS3+VIU~WG7M}i5A6mtp>mcJ{BHBRYMEUzA+dMfe2bCW
zloAV4Ur=P)n>{q3nDrLs4z$4SWyFjlFw`Q66Iq*ISFjEq3DnPz+8edub`Q+I_AI64
zF^fwVHA8^gyn2FdEF&1^5{HKMO~`U$A_qcKf*NL+M_b3gr+<WBdh)9tn_;s~O$dd(
z!I-cIh-EJdqdhi_!sm%=bV;8OUQ`IVjp7!iiLiskR4|75bs?K91;m)6Dzh`sl`MO3
zP%e1MsD8O9XD3Zs(!Ae|CJmxl;8aJZPb3Tm;@R~h;bq$&>J3?>HWgQB-|Q||IjES^
z9EDdx%jk>ONXzM93_A|IilwM;Jq2I|#3Q<DLu3oL_IBZ}HZVS6=2CVk{4|vfo;TVf
zaN^-*&wA@+oS1``@%R<(zz?Z&Gk_eW3+aB<hW5d0>xFsZShfi0%!)-u`jBqw@LX#)
z=rZ2H;t%$#$=ZMF|1^5A3t7XBUNz%HBcMCu#Yn65<&0bfYGMUvX#L!W;5DTwCi=`z
z+9Q_vN&8weKWSHM<|p5wmHAPUj>VcH*Aqs=21PxMH-h=dth?TBS~^1+UYN-L`MM{@
zokEi_p<Sqt5?KT>NF0M>Di`n+4S8fugQ!De^UeJ&><9W1a2u3Qv_LcP=HKrlv;orx
z`~53uuyakZGR_?kCZ`EAgH9(VXk4U0nL+p4ADMF+cO1q*tf?wEV9(BCm&ZG&bs=9!
zg)y1bpIC_Jv4^h_j6u~q!8bOt4Pznwam*bSZx)ps+cdk@?i@f9OlGo;S93G_x>!T`
zL2--PB{2j~QN>RUah!H!5XhwkSsYI{-Yi$k3Vh*+535du%MK_^v-UO8kfJew)^n&x
zOY+wOwymh6@s`S3L|?E?NhW9V6=bOlhf+&4CMNKBJf#Ps-6$a>Ta?Q)Jtx+AX!bWE
zgFEp3FmIqO-2R8I<yQZoJ0xZOgXv$K10h>xcKZA^y=*Y%I#`HHt=+JX(~Cd%uClh#
z{z7jyd51@{8<y(gbay{#158b0OmWEj1x?=5o`duuaE2X&Peq%5;qAOV@Ka#!>2QTF
z$sgf-f@+0s`y);_u&aaXezPb+vFl23uNj;VsAU*!>JT=O2AABs#?<BebDM3E^dKo~
zPQR#)1jg*0y{7Z*3`@uRqf!1tE<>Y7T+=`3+Vl^@An48Mxz@R-?br^6+#=j-O}8<j
zqPA`nqv4_1?!qE^!N~gDN7o@bJCkN!8(V;ciuKMcc)>BP#_27{aG|Uw#W!Kn1wE_{
zk?jYE@ug62IkhE`{Z&*HzJ6fkAPgeP2=zdmw#14*jaGbtW{Y!Y9TsV&Q&(ohd`sG!
zeD9~>bu^sTgx}Nx|6VITwh_L$a}l9mH>@i=Z4ZP9QeC?`QxJBD0ut;*5iVpUa2wTe
z-9IAKj6hMQH7547r8XI4vbEzkQnh7zb{mbSSv+{5^@J)QLJYn;A|ZKq^NqGfe0oa@
zPo%Q3rH-yHLV=O6JC^49nBAt^ZDM$@KOV6%HJUKnSL#Sa_VnAN7?Uw~tc1)p@yUp=
zRn{PnGO5>joe~g+zsd>+2VGAVG?aDA#!V3I@<>-=KE}$~c*t#W&ZN$B6~*mAqV>Yw
z$K<#Sfoo^u$rm5sX}OD0fWu8mW`u$@?$knD5+X&aYKsVqS}0ORW@5B?x;|NIU@a4A
zK~mR5Xp1#YvdKkyB~qKGU6PEWY9Yd{NI9fTExN<bvA4kCi&vj6HLKH=u~wAO6xBmK
zoy#|wCf~X|=<IE`LRxbp^$w(s$CC;DADF^g)ngo~EJsw1Z1N@RaYi6+R<1nXSkXKt
zOM}&iim*Z}ldO2{t1Vz+YC(FJELTwhB>AMYK)OJoDo7R`R39W6rj$amKuOI|R6b>P
zB+G?5B1sxk6iMPDZDFjTbnz0)oR^ZnPEzZ~KM(m!D{K3zRi{r|entF5)h^6<YnUk2
zD*oN`_9f~mZi;`j^ZLjY`NObLYna5t{TPkvPVDCrkN0E6ireNX!CH)mKaf!hJC4Rv
z5@k{wg=hSFX!K1@v_$f;y4iMP?SRWYZG9P=2P(yAFze&hP2dR(Y;uf@1j`=sg*F!Z
zU5RSfWifhkWY#28fG>i~wfYciVZH7JFNHlJO7h{?p37;AH*?@DnGB82$O(WY0&4a@
zk1gl5+Q!C?23$ckb}#ZH0Z0dkdolWXw!r(6?!sX@Z-I+~!YwDkWWn$E;9i&J>uR<c
z^t|9smvcozUggWB@Om7)14aW{*BrYwc?C;0yf~SwyA0Fx2tfC88}H6O1%&#5RX_@v
zgm!=s(y%w^%LOpTL1Iy`rsN}`a9aRIjk&S`TJNjtx#I)gPP&$#%xMx{g4B1#<B`C_
zXu^?pK@*HLlux)1QyF}bBHmiid%H}Wu$vDf9h}CJ664^5kwUR5U(QZ^QGt}G6_qO^
zbVWQO;#X88Du_jeR#qg7YLgM|Z5~d1nWG2FY^pJXk7O}3tD%~h0qq2zd3RC4Q%H9j
zK5T33Yh%tGxaQTK5B#_Vr0xe*O2>Rz1w}2S@u0B2Mzi0*n4_X4ii-p8*K(DKcAOQE
zj={GvOtxsFr|mNKmrsdROX2ixQTgRr=PD<X{XB-#8@&>hm~bxm_K8ibGjHxKAiX|E
zY*|3Lbuym=Oif6Aqmu!c`f*Z&psx;0>~3sX+y$GI)k@`(9K#2}b~GdtccZy<XdGE$
zh->`-@<Vo0{rR@FB0}{eIvEvaptLzszg`=iZSS$+b`5&00M%@4z~^?WwRZz;6?>ZC
zlWf@NH+tj(q88Sk8boO`yVnYYZ-mm6TTf<%YH%PaH#96m=xzhQog{VBz{+cb$iPbJ
zlBw(}jeszR&2vWsuG8r2ckt){nn*LEMb+e)5(K(pwFlpOcmo~evWsm|zG+sue8q}I
z!Dem3k`<@7F3(~t;s(nK?McY_pJz`Nap6yJ88Z?tLnXZ0e!9}iQaBHJfz}XVuLG@X
z>*;xP6FvaQA5Vlf7c{NzX(#v`C99GxyJzP74Q$V1W6$DHqqjISC+$ZId(R@CLSTPd
z*DxAQ?5v7YPE!USA;M@k+Bg!*&FuxIb1p$(B!{Lm#(kT!Qc=&$%B@a`t!Ltvs4gwB
zl{%cXw{qK^V{+w|BP(OY4gw`c$qjJ%NufqoHie3I`slcL%c<;UALYcBP1XHA%1pMf
z72NWp6-lcH*!80frR8qpPi^P%^0I9f@8|^#mc6ML@K5dQ604A19^rPu!>_bnY}<AX
zDZ|27<7LXaMVfKwl<z@W8%Fl;+%{F&!gCoF?&5i+S7;;8t-@12tGbuxHG^fa!gem7
zX&wiUUy0PDDiT2(Q(#WVUY@`Wf6j9?@EwU2rI}6V6#|P#3V}*B&)jq0JoM_*b#N7c
z7c0@m$!YTf&K(GI9zOIibQ(;x6f<)|E88r5fS2MFHmmAn(FSIY)eYn0hFQk1pL6pP
z140vEI<gK<J183c5&Z5r7DpiiCQi>)Z5524Jsnmp2`NY?r@_L8gfeX~Rxy%&`*f{d
z7o`VH!#t%-gx@Hq#tH$rtnH83sS@(8xcOBM+=;>4G6siF?=?`>&L9Kx+;k#3PISr^
zpD%AdFid93OE`1bV-%DncdiXL&7Lcz0*|O_=j<Cvd)$TvT9tvA?^+jGpO?<@ovYJE
zlzLKpV7Rk4NM=L!8RscJ%^7XUT4OgP1hOk(`}}ZyTrbM-=dJlaV`-7;cxm_ZP~%Ma
zwkLgoeti2pJv=PaJzA`wiecRvjcaraq$XJgyIR05GcvV0YK1cG!x2Jm<8{+K?IX+%
zNv*!MBG;{@xK?N@^?b$KN?fCD^`~hF5{sMbS(SLYzI}R#MiCDWIdhy>SU*a)0+N~0
zp*r9HdCMm<A9PJ?c7L$Sz?oEH4u<MmV?8V4zO^j(ifuQ;v0806+!Jjd?W2Ynuh?KT
zwc!3`#LmC7sw}&KMmNo_V(UzY)9fm?F3BzyRiGD2N}OO1<d^~=DZS+I(7z9KGC2cR
zX4NQ`ysc-IVAZ9PWeGhTZcuc=zSi7gs|%Y+Tr<S9qFLLp6@t46-rHd!42nB2#{;yh
zJ+*NTTu0-(!!3*W0eg&2C|!F@(+^Pl)=ce~RDgP1O@#d(qbabC)@cJGQ}AK&IQA4S
zY3$;K{(`HxZck12ugNKTBmqzCxee9izFHf$=CuJk5Q)GkvsRobJt&77eofED^q8m?
zyoW7iEX>TwLd7Bjc7YO0@MT%-2wmc#y*rAj(~3F!lqikyJqMa|5d37LdTL@gHzdnE
zo);X9yvg`8i^%;Tx#IKa`8FETI~E6yaQ-(Fh;n|3681`Nxp^1dpi1{rxz2cyan}RY
zg2Dg~*XCL?{TgK7h3DLO;x@-;@QC4I3Ls@|FEfJ;v=sail*AC$((1JqD%oT&pjW99
zCBEjcy|K*so`>I9qb4FOlYz>42v%!+l1-OG(<+Ub(}Am0L5|lUG2%QS)z(A4bHd~_
zgLPySfv!1|HnLc!aF$5J%8P2rB$X`YMPGT4X3dq>Po955_eM$XVB=UWh2&to=^n<(
z83(LDYRTQ;%$?e50$?OgBUp>8S1WAWJxSnc1BO;_jQv<FHy|rIk>Za6t)AnM<}ppw
zjnPSFhlu-`d10yT-R<IN*hudv=!Lg^GLy2N))Gz0SR1RiVX2FXRjh=Q_mP>hdi7*;
z-&w0jf<fT0WApvyNI}j`45Y8qmnt&lD{Jw<ZNm;QDe?1p_BsNBUdR>#F^k#0WI5%C
zKKyR8?yZ{LW4+4YFEEGdRT`R7dECrW1u63nw&;M(_5FgYl5_wcGrVIlmliuEWR9iX
z&smoQJhmV=U{={%Phee!E^ub#mjtge4|=vq;QvdNrH<wl+&XB%yc%<xnpdML$j9|^
z?PFJ3CF+u0D8XCW4I9KVPcLKefh!2rp11F@fuT7n#f7R4r*4Xq1GTZL3vzfE@5*dM
z+`e{)H5Ntu_J?bW?bb}|V7u3HVdjm#bGl4|2*O3{8I5sRneb<D1;=s4u<T=(YP_cX
zSQCAtMieltL1{?Zb*Ry6KhdN@2ODFkVLsf^fRC~4?eBxD!tO%X*-{~cndV}1h7*~9
zB!Djuljbzgux_;XfWctCCepwM^%xyFPI(#N>oY{aASRosgOh5vozkEpXxR>aeAH?*
zJF_t8i-+m1*XIQ6aj-`k^AI^|KEMVepBNiBvf)b_8@dVK<eKW4*xl7SBdSP0XqD_F
z%FB{tZ$&1sHp~KwA=l${)9nJ$mB5&_6v@Jdj!@_5$P84;QaoF^<nEMOrIJdKNZIZ|
z-!Og{Y*g^LpbOOKiz@ZIR&ys)$*I7ngD;_yV_CXf$%<UdGW{v2sN{&IxIiCqOh@y_
zG*#LTl5M*jniJ$Dj?%osOAcDFUU16Pf>B|ok)(4K)7P0OA>Ta^T_Pp=$#xL;Gs*}3
zinyMGULvS^S(rsGF&|0+jZhvr+~Ml*+5@te;~t};9oQ<#EXgX-4LK3@S*~8}U5(=C
zsmlYz(ZdTAdKm<{z>T&jH{y7x)v8#c=QBfJBw+D*bvrlsmtm6eL~n!8j9?VbXa&A*
zK8q4jV)PUbkJuZwT{aJ5L4V^MR10EOi}Q-aepOqnYCk2PjMr8o0}(sDgU*J*?O;M=
zR{~fhIR|f;OMUQ;KO_Mbo{abKsR$Z614#G~OE}xlVXu<Xj8)1zx1EJjhiR77WEKbm
z<&82*lWuUdI^l4PVeeIb-nfEpl5tg>!0bxI0cBX1<&B4N|3C~!qq3DOKO8F4YQu1O
z0Z|#2Xw$4nNK}GvG|(t?P?R21)Qqdt-s*u-exECcM#YMocoQ$ODl=LtILc=b8AB7q
zK*7<2ghy55p9nIFICtXfJ>7mYDAhxx%C_I|Pqd#MH&q*5I!vl;D~lLPlu22J$=D|L
z5LNARl3^@*qFgKC#8o0(%I8H3QH3I@)EHh!ZS|F;nDYJ_inm1C_^nEcca|v-rh}$@
zo;QBjlwbdi7C7Zsn;c5muE7l9U@_dhS2T2LRa!Af@Km{mC?`TBdZ`?bY5`O}Pju$;
z;ziHbz>V;Ns8ZfO!7;Q%x(?^5o{A31cvIwD<8UhNZbO7CWhD}Nn~lkPFb5Tx1WDEr
z<-Jn2sx*_&2$aW`7N(}kwArWD?dJkHNs@e~t}9iGsym@FMa|`3yWfT{3_KBh#E@9U
zx?80|IgPGZ8D{F>x6v4_)-%Z(oKLuHi=BU%T1+V)Dm0t3a)ERQ=|22Pl-IWA3?$n}
z>0%TG#>H|o$-tiJ5+;=z{B!~1S_l(zu%klQXCydPE-A~Y0`ZCxQeBBjO5_Tel$G=%
zMgupXn)DYngRbpMuY)3Pc`G7Sw)EO4W)NE?sZt_Z=n-LUf+^R~zlX>CU~PhLPTI=3
zIC}63QzfG!-ymG7)gjlExt=fysem0=b$gm~aHWVTf5?x7jw{nTyD<p&!WZ$zYo(kn
znVd;J-}(mIKXZ?P36jh%m8(d|0miweXi)5RWPYjawG}xu#j&K^HS9+Y)k~g#2Eru7
z_mh}f(174VGhRvxUI=P1TG&ve2Qk6kch{|JKnMU`4-J}liY}w=XXS7k!n9(PWhuH7
zr5YvTjOu}JJxwMfzC{iMI>k%m5cIpwhy+)!YZ{H2LrqM3)|hGbXZG2D)5BFpC^4kB
z1*a;KMq_xWQbM??gYk&2LaMIY>hJ3=m~Vw}9<@TAVLmUMDPJ7%kTAfoz!gbjdI^(w
zxhr;H<z-F@gidll4dWKV6K<b%^t@Sz>-y0KMp1RxqMC)_v8lfB*jJ&=kUa>+6aR+>
zDnw$zsH+>(3al`N7mOc#eP+&Dxj|uH@rWR)uMLN7Pm}=>s4lrKD+wuqAkSE}2^Vg)
z#EiR>16jA8Or}$SxKep`Q&?V`PyW$lu!@}>wF2CfJu?uu<(3ZvK872tK?iD3?37n9
z&a}e#J~w{dQ^Wyoc(p-+7lL>pL~09!ccb~*5X9e%pVRBY9UVA4Ko^gX;|Jp)>O=)B
z*++M~8{_tYmf1Jqvv%+xXbBdV-AF0H7(D)fSR~0oIAGg#M#f><7^&R@++<~Po~hfw
zf&r8*1w*`M_O)jAW582g@=j(0hRU+ToshRxbF{7ACLO%LZX~PVgSe_Dn}>EQ2^9h;
zb?z@kSiuPx!#Cgwq}9(k7wt)=b!9H%^c}Dn=nPA~Q7k)d(fh{uMjSC2Tt1vg3cCE$
zXSAr+pv$Yy>CR>GQChDupK2%3=y<U7ET<WRoJVsTGsuxNmtpa#G+JD&7Z@E-!R&nr
z4H&Z)3V5W?rqO~tGZfP`;PEta*oxLw?YtFZ5gfUqL^O=$PF=C`gB`r0oOpBxIeX<Y
zq@+x|Pn0@-McIky#ZF+U^Hr1+_Y`b{)Da8$c}JIgM$0@`MVY()CJgQJ?OVOmRifns
z9<UPJN}RFs)Qy~2%!;gX{)sn87*;w0IbIQ?#YVXmoPzRL=xsb^+vk;)1tA4<FMYCu
zUA8}JN0o}y8L><YSAa#;Ls6M#rO!oqrAr@;a+&<!KON;a|HeBY<+VdCfeL4&QXESh
zlgjWJ^rV!_dl`qNJib-VOL=@`R>~il<dq5Bb7KVT#>O~)G8G=};KesTw!;6UoA5eW
z6LYOS{rQDnpS^2Unc)79pS`foxvIs<`MIz#aP_clfcLb$cc1HovU8!YIRUxwPDCyb
zbfNeIRfveq;RQ$I7_Z#)rn-JGx(X9@VsvJ$5hO4zE(g(!K{@bO`0|0T?fCNrRcCQ{
z1ZDxV>-aBz7Z>2$RPs%Ps!So+R-O>kdnfR8$6gM@eLwsn+}+c4$a@4cW_=&=lCY^_
z;q2q~o_#=+^Bx&;!_pZp)h1J|w5sHi1fByfB-IDBVDN6wh6o#u>5Hvs|D8<*x*|3}
zb$5)e+DZ5>y;-uUi5qO}HUL}HW-H4T&iC#@*xp3N#sk_cubixYEzT$+(TKiLD4|8Z
zQ4GSm3*Jv!fi6{q)FXb_$b3Ew4_5ibsSb7+R-ITl6zpisEgXc4u<3;**c9Sx%Y3BF
zekrAD9p0Oegg$6pfNF<Fs%i~*g%1yv>k}BKCWW0^!2yJyBuTP)rreXE%~u+raFB0G
z<5YNIptGhyE>6gejGL)V3@FzQnTYW!2~tb3i-mofQ<9gj6P}Y~*}*7eV_WkcRCwKm
zm)3aw;o>{-3e#-Blfc*Ov`GdCcawR^087^l2@)#RycIl!x@Mb%59YyMbb7-CZO=Yh
zF>(8To$#;P@}pTHSHvo|p*WV+%LE+H1(^xo_C9Txir?0Pk{nMbjLMbki4CTwtTsLY
zPpCaB;qh+f#%_Z&QyBA1HtQwo5wFRsmG-h)3sx@mrC;xWLceYK=`X9bBO&;<9qOqf
zc!%K<vAws`g7n%HKLT=)pW6ptF_XvDW^jZtksWGf6Zpg|QKQ$h$zP<+umhs90;w#M
z6H#q}#$dGx0G*#}^?C-@fr*)eCA3Pl45RM@k3>5$fu_9!uwT>FG5{C9^rQNi7z|+6
zJSY$gdY)YeYiJ6-Scl0d8w(xEn}K%FDrbvSZOzUjRlW<Y;jl*#xn~Yp(O(PtYvKs(
zrR(a=Au9B4)H$)DE8#|}#`Dyy-k{xBIV5q^Ff~lvo(A!nnA&0wJFB$BVOxOXPSSt2
zqB4RiwJ{G7fb&c9We>P3+knu~wtAb7>232+QEw|bH41bJ=}>tqv|8IjW#7k&PGVIT
z$%<B9&XZyj->sg0@*D`Oq#0Cd3e4v@*E-amS=ifcF79j3H0MBV%`Y~)@VTO8<oZNQ
z5W;us(-6fw)_~)$+2`Tz9v+c3!T-0CysghD=0h!5Rk%|poUA<4Y7zfmHi&CA8rVj+
z+1c9yS2=rFR!f8^-RP##nL~$a=$y#$D#1Xm`c_xQvxn`dLqNG18Cb#oIiQ53&>aLv
zR;|*&4&#NIx~otL{~CB<Q8d)tzg0Uqz^J)<kD{EZsjH7O-POk`jbj-%>FSLUrEKgr
z;Q^I-pOwEntjl(lM#4{PscsVC{F6!_nRk~6sy%j>s4`9_(y)S)HRp;_C;nB96t+3Z
zOP9kIlVawyDsge@T2;RID%zu{{${$ZX1_)E00U+Qja`R;(o|_bS4l#>wVL%U*nN2Q
z)+!F3y%?4YH0h|jSAjh&F+j%rkRmJV=t^dP#jy0$@^#|rvcJO30Q`YnFJ>m;-dM1Q
zD=~2QeiS5@z7OOlQHjey_NC!ooFGYOi9~;E^u+)~Rn%QVSr{e0Y0D;i#T2d31owNY
z4MCg`j1_p!{U>jD*l!qbQJ4u99FI_$dG-K7qafqpcEXQ8S<^Myk=l@ZX$V#w<V=&)
zu<73Gz%BYv>hkil@ij2Nrf~Be4gR5E2$h{JlAEvQzq{RvQ|6V(h=V!kWwI@z;|{YL
zI$Da2<Pe3XU5A-cE^;6%b5$yF4=Q|_slbDUKal-g9)pzvC#a661`kaw_qkbS%y^{J
z!IYT-6hFyg<L1XC)v(q<rU=%7hek)8naxBl(DZyJ3M48@&1fYq$=NC3GHAJQUe_h&
zwV(m9nN1X-xurvpveHttIhK{qi<s2qDZXA3O881DiOwKNC`UL6Wj4)fqGpkvgz7^P
z_B0tQ%_4qTjhJDiybvpp5ST*4Y(il9az|9}l(mhMGZ^RU%^xJnB}G2S{7ITzK9=)%
zN9$!pMpi|bCfBq=(mz0-%5lriT_)FV%20_mku;!6(t$&RZ)%Arv?%9I?Ye>A)Z#mi
z)96htXPAu}7l{^Yd!t4#X{ogXyrh-sG|LeT!;&+A2cWX=XCpfg*%5)6hjCP;>K`-$
zJlhhJRT&#&OvO?BcI{-T7qS^vI?fyU!Mj)*TVrpQ>QsD@;IV^d*DaGG-4vA?H?nvy
z51T(-nwp?h<Dn~Hiy`FP53xvX)NAl;FRC*W9O&Vn2}CSREF5Q{QVplpK3cqB>UaxX
zk}2me^V-1698V8pw9NU^J-*Dbae7VnaMIC4A7DjivOKF5C6fl@5LvzO5sy-@&Vdcw
zE`R_*1I?;|rxTF;s9@C~xyv*J|9}-jZS_}(Yh-l8=Yc7|7%&yJk#dQ3U0&8^7uF>{
zf4KSeqR(=pDl>@?!$3&f+5?6;ag~J(fnPT6EHAz>!|z6ot<2QD^3j!k1u!!IEAf@9
z(uzc&nTdBpq4MS4g&z8?86?Ki=a3v#w{%KHSq{oIBJZirVklBl0{l2X&~+SAjQ%rk
zg;tET^g9+?+G2iIYeR9YrC)XV-lO~s5MrDYZMj-4Ni2g%yk#aW9&8j6??Ky}d(r~>
zb4#n&?=FDHap}-FEfFx6IB_02HhmY2m#)K4Va2u=%&bfBD&duq*2QN1!@Y~Wx@Gfe
zv3ElmbeXRDEz;f2{$kuT^r^Q)<MR+d2=N7AM#)~voiMH@V|ivX+2WHK$$C&R`71?<
zsH>JBn`_xYf#D9a)rGkd{O-$C<)ue3%D_xz&M44_%<!I>lK9QdEkK66Nc?AZqWlKc
zJ@@nk7$7Ez6-Z5nP#jG5tI5!n3`L2L5AjEqL{xM7Cp73r1PR;)E+R1PAQ~9o8=;;p
zoGF_t0W3obVo{|hvfU#R{=yPfFmH<STP0~uPLrvX9Jk>YFoK-U(kIl^TVA5<0uRgO
zF5^^XlJ}x`L8n;grJbg6zF2QLrwYijD7Uanu}LoRV0jg>8*rhe*yb#`WD&P<c$rB;
zv5=93JE|aOB;LT<U5D3hgaaJoF>@ohEr1!?D0H6cWzM?Mth2*IdltF}o84LYNMobl
z+)K+&oRk@*k>g+1VG25;J*&~osPXoukG<ko#vHVG{mB=Jb`<@#$k>G`XRLF>9TMSw
zb{3PV^EhUAsH{Vgd?S(KsTr5HQ0%sRSJGrUpT-$U@5L#e^)cQvF+UyI00S_|Y#4G~
zQBp7=j%G)r(>mBlWg=ady_U6^NTUir)m4*Z5IyiF2`Pzi{JPMtfYOOp5~?{YFB-b!
zAV)YT>(T3JjMS;z=v8!4d0#7;@zWVCbFI}v<~R#x?;m_HG7B3VTIPl&v$W$5vBDN+
z)En5N=ozAAo8!#env(~Uj}0c&sze@4<yk9eE^7xDB*7N_U~}&j15P|zfaN~GThvTA
z;rWpiG-c%DqdKa@U=-AaAL>Q!#2n(5LEOqjXcTdUWdR#0AInG{a>T);MTH<^TL2zQ
z&n>pP<GcBwpO6A^=0>a~m&2tfC#4+h*lLUx6}1#Ipv`bZ%T=}=qg+DsF+t|kS>-XQ
zVnjx3=jD}uR7}{Bxg3{eN=7;RdfPj|<xHkZuHo(5(JEv(O4^ihCULWp&8VEVO7#Pq
zLeT~dU=79jlro5-MY(6IVG~6wtY8+o@}aT8?S?(`EO-mL(4|ib<*1*Kg=nE7dmyhJ
zdCDYGr8`9B*$BB6`m1dqD=D9Uc|$3e&kEQ|x%`8h&;JYNQeKN$WGh)rc?=;!RZdfb
z7)^P+(KEinc2iz;%QBsE8Q+N3lL}><j752aKRw6QkO^foITBJ&Um$n_zj7L{1x!!#
zK~?8$DCP#=vMk3f+e-;qcTw(n-Sj*voK~Trn{aVtIz(Y3<{(|FN3nv^-jeCca^Dqj
z61A#K)#FLLgo;Je_v-u!5&dcbLJ7)bJq+G*;AKuCRTanNLp=J%#^f|4X=uR*`Z~Q<
zw@+VM=(eVtbIs07YdSSeLvYUFoLlj(z{VVxE;E@`hcC#-z=`0TX9N|P^ah_~P;7@7
z2<q)~$su*z&^<1>=O}vCeYIx5M0D<`;i}<AW6a2b=G<Z|9ZI>j=jQ2vfr_5k;{zCk
zyQqM$%Cm^KSBp!1QXIMR;jBEm`G8)VP#uTcD+|dTN58{tgT~M|Hh8H?*DQS3SGCRf
zwjCy82|m_@hc7Aalpjho{1hghG)W?-`g8s987Nwt+1KoHMwA)MR|?-y!_S~i!&x0&
z2%zKnn`?QmYA6yYC*PW~ZU=jMjAtJB#B7(ZY^BdD`$kDESF^x4S5EGlF7e=2?0l_9
z&0){D%*Qr^uc_Pa?1kq`HZ>7=Suk1wrU`s6lx?Qg>yJa4GbEX7_25Aa941i;0jj5(
z9@P!Nv+R1~)+8EBzQ_8y4LTi8r{8RMAU7dBB$`?1!2SNxOuxO*!Idy(mjW7g<LH`#
zwq*59sXB|ZK5_`~jV~<F&y9^$OUPqX3di}cUhg25ac-ewUScM*zhpPhgq-k{RugKK
z#Un@4t=gJ$X*_ajSGp~8BUfFrO>Pv~h*xQ9S86NfIZaHtQ4KCMbv<4~O@ab|n~GJH
z8i*k%*wf`HZq9S|g5Kek2!szrH$B51rXQk1;ah^3rnT8yei{-?hzWh$={SNzy|xbj
zi6JlaiPJi#CjmPeawbLdp-`w*?km}XzT?bBbD}`&8YX)OMsuxb6-HvBr<8)$(oDr|
ze=7$%I(`N06LmU;35y*@3R+AnC+C<x#`h>@P>j8hsH!oZNMb;jIB-3Lhj{#g+4{tR
zeQ>^z4n4|umDCz#MP6Eji>92c$S~t7cgm{m9I)~sU4QAk88)p9>@v$!NM!7h#RXr5
zb>A8&_EUf#$M`A0a;dqLCdCE8WiwboQzP6~4&)|+IwM6_NwD&=?n5h9cP|UPC?-=)
z^r#BL&5jh<DpqMUN}oRcV@rX`LnUnzeA^ef!_s_6$7`KG4G60;t196Inq(J{6kg%;
zAzBs~YfAYwa)S*(Z4Pv-(N`Ah>A_@SZVXt0F!QL_#xV)ZK(Cv~Dg)t}8o!a{8N*8o
zd$={5{Uhec``?iM>=Z*Atf3-zf(70pBSh>f$`>i{pMr%2`6-)+=nL56m=Xl^=RCyq
zwr#zc8xu+mGOSXA#LxY}S>NLf+2EJjSeP1w4($H53|0afS*HcT*5sUwdj1U}FyM~{
zC))>GYUYt4`IGa*P?q<^a6LUS<b!s?WdcK|*KE(^09nohLyGT)eg%(06AxKw9CT2n
zb4il$ne$oZT`hWEV9GLSD#SO<u``)c;>SwQZM3%ViaN`<+^uxBlrKgmHb-X!DG{z0
zu*AD(euSSH$->+Ri9movxe}w9Dyc#ulO*Cth)Zs&Ty{($vxJR?!}DkM!47;517v|C
z!zPkUy#UncB2O00u6zk+&R_eZ13xdu9+$}?kZiG52<sYKDco<6H^-Tz9<WogPDoUZ
zs~S&_Fl3RJ$Y%a*tO}`yA~tC6$o)R4=<;o-o=YIr8VI<u{nBBL1@EF0%=BYv94YWf
z(I}hkv+VH3-%y)*_B3%+(&H*J2quwqBKdN@ylfd|p3x`TtEC*WWzcpqh?GmN4A#0l
z3(<OI<4Vi{ZfYuVP1TJ`cWRjIZ#<gRvo9y&DmB_*T8*CRqEd_GOf3XeC#SYBs2ax9
zQ(<b^MjOeaS}8Cn*gCZhX`<$<1W;$#;R(vOGs$JOoUrLk4Rsh`<Y}}D_^L)L1WRXm
zWrBQA409$ILZo4GtA$A8oYM7~wydip1fi>FbL*U57GO>4H6Xb>%B=vjMYH?0WZlRa
z4-odGtzIbXRnmd@f$Y%QoJPSUL8Gco61Ju2i3bdlJR?PyIo@o;eeS}Zark9oHwYm;
z&_WlEHDK`voPhjemH&=QtV>wi*<YM#SonApr4H5zpA6E1lc|FZ`kVrp5>9*YyDU%v
zUf8=|0Cg5B=PF-+_c=%~KlqNrcY=DEWv=#oHonCy)-veaQq9MW44q257unY0_sckQ
znW{F^M@H*-l@8Amt-B#4<MToJ(dQB+8_n|~K`-{y8p@i}IuN&Dul*}LS}wllr)ML=
zJ9yGu%z#e#!eG9{1MVUvYWCRhRjDi^n7lMi&gx7R5=kyzrzsY!lZwSY(ywss2GXCZ
zSC(=9I!G0VTUg`C$gYTF0haWfwNX@7t7f}EBZGoxUb-Kc>bEX{&?=0qqD2dPKb<$s
zYhuXX*FOwi?nN8j)Ppz2twq?V;HyZjJ+sYzGl=MeUBBIHbe87kAeVl-12@3q+c0#?
zY!R@8p>O?t-Gzhjnb5uM8E~3+7rO9P8ES>5&$fGg45l2%*UPZ~)kfVNa<|#;_fWCa
zMrYf5_O!Y!AhcJ@U@dXOsfioWBS+b~Ax@O~Hp8!^fz-zTK!h1=YBNw3Y^J8yRCpMl
z7xzHz&9ypv`}-)&vj@b@>A6;&j+%w@6MyS$kK0*$CHJ8+C8vfxxYa$-GKnPmaA!ZW
z-!!D?m2>z|dMj;A?id2f1*4%vn}@;zf}-tEnyA`33ZcS=;A`?qrFZH}?ac0#ly2Yp
z2f+Y2Gh#H|oHd&hd8lD+d+((p-LZSK&k<y8cr@{_xluFeU(nt%UT5$s?P)GSs3J-z
zSVHj5TprXXwI|+%OwfG@y?HiI3e%G04MpU!46D<uzK)SvwLN%c#U@ixbEA*2VE8;E
zvxo^O5q!#FbcI-;MWxt09ogDj=vaXWMhS)!^n}p^`Gl0bFi3xxC&)o%zGEKza8Nac
zR`{v`H!A<Orl6~3HmpQ|WdY|*zIUT+2bZUCQ--c)&eZ<y6&XVaa$;d9dmU8NOQ-AT
zfii9igLl#en2|fr?0~qb<+$Eb;t7r(|9ptYi<|?ZdG}uJfQZR>%4sF{rbs<`4lT$8
zS)mabEmzr&jB+V&O2&(af}5}=qs7atPdTPUITYBG@iL{&%G}}+%Q8-{j7#6Ph?2V{
zM{cfM^P(h!Vhbb6NPW^GYD+{5@szHzIT5XUAdA9rim6ohoWQ8ceCm>RMJ|)FrbRB3
z3f4s~pF9I2x1eWZ<WL4?MjmYiOCyKPGL4Nq&Mf?N{hx3Y<!*O*%m*?#av6roJ85;~
z@)_9h$mQx3VQJeVm){`fM=rw~(*nWG#=f=$4>SC~%#$%Vwwi}V5Z?m_I*by6bNvDL
z_ADF!H0WDYIG`*eunyXlxwF8guE<qn)$ySqWR-Jo+=K(g;?>|108+6Pxb$)9@Dx$h
zA<cq1l_m(nJp-)N=3IMkr!{L6;vpyUT)0P_aho|_MMh2wZ&H?V-31MZ8uQ79d7qlX
z3k(|*ls;v^Sm;f|NIPgCI5L`pu=QMHs9Ui^*&N)^W(_9~y_~Ru<S8vY$=qN+RExFs
z@=rq%mIaZu;8%i|D$e4l&H)cW_|_#qI5F&NLBr@M4#7iH;02t6{3#I4IEK-T=zZAS
zc;ae}1B|iFGX)y0a-(@HfD6Y3Iu&7zxs`g*8Ag6%a&MT5m@@H$UrR5SQd8s~iSZd%
z&XE}IOgC1&Glk$|2wuhshY2aW(n~hoQw3Pj2L7<r@}642ipqKWg&i4cjIY?!FPl3a
z?kJnR7QVeQgN4r2#3L``Oob0m%*`z8Ar?v;%qZL~z-7j1^Z{&sR}0QzdhBJYT7mCj
zhjrO*IxT7*xA1iZ^vph%PAolKu8WIx8yvk#D|NKeC#0cE>Va4^;YmTKNO9&o4?8XP
zJS_2I0(M5&9O8Lb(oe@w2Y`+SWev?(febH|Yg$<?q2pcf%>@K-3}!ycD~io_fv%Fo
zg;r+iS3xT~a_+2$4}0@t_$%+V#z4qM6Ak((rf|<1Yru`AO;+GCR*r93gz&Js{X#_~
zaV734+v%aej#b&heBmtnT!vIBJP0x$%N^h~f{3zt5L9G28{3f1h-@k5TtI>mo$=)5
z@^@0^0)rrhWaPWG_6kvwC(|7?nR$LBA-z~Z`BI^OxYy)1L(hc$8m)hml(b&paFi8e
z`%WZBDwiD+r=PE+J7#vyY&4@fFeC`V6K3>sF3Y&ABQjeq<9p=j(%8*rwkWw9DPl)E
z*W=w{4`X_~QgP*K#F8Y1W0opeJZh<unQ^lpwy54cE&L<!ol81amJ|O}(}Fc2PbKnK
zMe<=sVW4RCVF#ShIo3SUNOT0Cp2(=H)Jjiqf%5W-0^b|pMp-U0I>8X?&)nnEgbWrN
zov5P@r%mK)R3te5Ad>+M2j+w_W_jF{NO8;fi*QhLrWuZrFwNC&R?Y0@tMT}%*TM}!
z|2BAM!v9!8yt{FRfoRM7h@3tzJK$fx<)G*aUlW3c0=I?v_CxGv@^+b@)A}LaUw;54
zWxTH+Qh^qJE6LN0(endecVzhK#S8r}7rL3{;nuG+L9$EGhEimU;ys4leX0deWEr6%
zDs8XC=gHkx;K`UbyOcJI^T;gZf`<-9sH-jH=tGB$bpa-%7CL!j;EP;Zj-k9846x6N
z#scUw9nbf88|$rFzstNG2*SaQTQ<ko&PI@DwzBjPWvYrSfiUhIlgXe&z(SMo^qd+p
zRj>_JzC;Pb$Vf5AiW((ovvx=ni2O=Au$+nrgC506o;Mq&Ig!Gdd4ch>qZ6U6ILyg9
zOAL6jEDt?skL;u1A^%Zuk_Clm+OLga$TIu&AbU-}wRfQl0ke4#${PZDlsg-_2>#c`
zvI3nUR&{;1*_mCKZ!~9S;C+s3p81*+Y~{H@#SlG<5!`I~xsMjnh&AT1^(HeIFVV<M
zLnU}Q>S%XIa(?j;g1eU@hUu`|9H!H7nl~AD@VQM$FX@7Uz$>nJaOiPk5N4Qyv`XNv
zeQ7k?B9%t{R!^gnLIh@-gsZ}&Z)P7(GDH}Xr1-nUK+OcVGCDn``khv?CW)rQ$p6S#
zxFoCOQ`g7S7<p<4u>1Jx2>Jz1dUH9DR-qo3SaedsO<z&@AV<kMFGop^ZY<)Q)sVp<
z$XA%LzCkJ!b2$sEdwCwDqQ;UF*_dl^#~Hla%$PHVn+pu_B0lYe<cyr{c)Wae*kogg
zlMl4Fq*xj2BrS}&4X?Vx#2evlGLVrmqIcs3S4{Or*)K!;mgSeHfTKJ_U*+oHXi@WS
z)$P4mH5@HeK@&&IOM63QoKL@!`Z!Tjb(QQG#WYtbt(?nZxr#ZLc~;4!baO5fFh^Hb
zJ?GXI)6lT(mJL9F^PlI|bDs&U!Xda9pa8D|*H|(yMB#0fIa*_)HyZ>~t-t<}8_&cm
z5M`I%9bh)x)jxlWKu%ezTr{}NPa3bNGkb5mmTKOCXhW+y43-fhSG9MUYXK{}Ib0w<
zP6bM9QzSa}USMGk+i=_pf*(vcTj51YWKK&m21}imh7QsI<Gnb}Bqt&xld!k6iYcfS
zEq*`p)m)A*JA7fwjUK*GGPG^QCCRPw4J90+)uqZzQKbkv@Ek59f^Nk}D5EJ%lm}d1
z!RaXxdPbkYTUO8+jvAa})pa}sx-BgBz?(3RP7@4DCvS`iOWQ;~jLrDD5;~E?WBXLn
zYw%5y?Pr!Voxg3$bhP%%Zrr8TWp-zGkws9|##RR(x;NT;#?R?>;TjU6vpchpz?CL{
z8KEerQz*(AH%chVO2tX7xXgyG>J_g-TS6O3=jo-uImy!-c%fEV{ss#k%8^#1s^ZdG
zcp0A!oXVLZGCugVU~ugQX6UT=47CGr%0%e|!<@M~$6z3RfW&{B17d~{T(58|oqxd$
zWwmJ7Fdx4O>7E)lQ1;@FBdXHnQkU+7m(-mYf#iN<clq52?{gE);2??tZgdkIGk3b?
zI;Z;Zgn9yZ_)Mr+stI_nYqPtQz1K~#!nl4FW|1#pDJIU8!MVbzLO!WoEyX2sX2G2}
zUjZy5Od}SAFkI*Fr^SA)$*<|jj;|pt&+wJjl?d_3q~ac~=H|{W^0E$;Y&rCqm<!7l
za%pEPK;g_vr#}B>PSe(-%Qvc-Zl$M<@2R+83Dsq0S`~n^TcIj2g(5d?wnBXglccq)
z%cb@4dyU%CkJLcDl1=7QR0h|seni3}6t+F{JcPB9|M{VGaa`eW$yo4VA--hvE(n_g
z-7!ML+&!hcV;qDR*!rni67O(XZ*QsFLx`yMw?P=Y{QGYpSYG-f+-S4AlGo{ozc_9Y
z6_hfOZ$bB}*6kTn1y!akt)eTl+^eJHVs;*3eZ{7B%h-yG7OJ%9q8wIi-9@>R5(=*O
z%PhU}>}2&ti>$-~j51!yH5jcRn)4&Q3>}Y(D>1KNrNx-X$Uoee^_WYaJp2?bNz_x}
zYxU5|PFn$S4%&FD_VOaypddQ8)MJd~rAy&SH+$)#t*5B>+`qYiF<E8Dz&IFA<TTDP
z^_T6LI)gk@XXc(tBGX^W*QNzzJtcZuK_56gp>04~O!R23pKi~#yYN^YzGmB;^8&&k
zuo}-!jZW*}9DI8Xl9DdtV{YUpf_I$o7=CIK{vQTunMZ|6coI(08Tc~zO4JQ6exX`(
zhy))`=}`cYp6Sd&Am}n1!Oq?M<8XD6Ay<Z$81&zPyBY3M0@G)e7an}rs%YIU+sCFo
z!b*5*nRDBK<Cr<$0T(bimKM>qji0FBK0j0k?P4|^b5e7kx`uCYK!hZGEqbnw8?JR%
z1m(ePS++bJ$RxvbhEJ`IA4e<B-C++;IehR<Wl28f2zO=+vZvDbR&Y2{y|MP>4tRUo
zoXs7Of&ncoUofD$ymt$ln1!5+PjDTK^baq#_{C6WPI6@f92>g^lZt|pIl~9XhC%Dp
zB}e<X0><+y(w(#9In(0xs08;&WAeCb^8AZ#xIcq@+n_GNF^KC4bbM{G-I{3~Z1-Al
zsOR_7eTa>=g8&bxLA62z<TyvC+z1LCdRyEyt9|jqiRPWOr~WBvckx{SXgvSUfigaM
zoKOoyH<GjyHsf2Q&!oy{{&KW<iespzvxoXrN%Suory30C@<L`)RnXpR{AH&#Y+zFQ
zu$A>s&PMNkjIPSinzt#z++>F$S~hly%CJxSGVB)yz)|FfpZYF9>kn8~u)ohS?gQ{V
zc+UOC?*$537<Zv_;gR2N`!w8#<UW~z<Z-r4&dU~zBZb5|kem-h!JIdZ+=ULqvem+w
z)U~xSU8!=T1dKpfziZ@(pMPK$qojyUu~9)rlG>9CIl|ir(mvf5-D<)21WZPMde!W<
zX1Z%h^^Z26ayh$qncUtPomkLHa~Tt?O2}C*b6$3;0||3}4(;x{@r0~w{aVgkndORF
zE~i1IEuU!>fy?2PmAO1pv|eoFkGB;YvCAo0k4aw6<_cmRb8qqIc#GaT#Ea{LXvJuO
z2*UzzN%ZK8+7?W?U;#!=mg;rd5V*|edzF_46jUl4YT1Wh<#d|r!>1$?CrNy>N=iH$
z7glT%)606cl8VVGlGcz{a)nl(T`+N@lUv-z;gzuRi{fUz;{+a#;ZT9ciplKp0lPux
z2Pgq%1{hM~o!Qo*hCO4P(=%C`>QiR`8UBkBH5!jXnZCj}ft=zgpv1AkooLwgTehOw
z_zF}MGmRnaXoPYDCZnWM#<w${y^n;X$iY0r3?|TFm<4_CNfa>YQv%(RHMtX|eWN=?
zlr+C=AUE7nS(~=9!LEB~_LB??^V!p&fBr3^Z&8=LIP?pxz+IuwFn%=1zaA{$FyER-
zD-#z(OhyaLz#;)I-p)0LRoAPrU6T|OeamlOYi<!f%9ZEu13ia3AASB2KlC*YCt&L>
z1NG;-QO^Mv$~d@+LGz#jG^-Eh3bVnNs0#F2rK+}Os#*v26uEN!3gBP0b)=jdklc5^
z)#;C8A3U{=Y4td-o;iw4!l94)CKcv*t*TYXnmSq`uqv}jShv^zfqjaau$A^Jw^d>n
zVMuAK#Q%<Nm0P{7lKxd`tCSsVRhnRqL4)e~GW(JFI-IYs)5<EN?6rcSCAzE=s;^BU
zuk-4AK8mZ1jYVocoW-%*24U4UPW2(<#r)Y_OjxmLsXaH_>Y}<5f?-Xt;q>NAAJTjP
zMPuerv$43;Z8Z+GyZxo+T(Xd6H@pt(0B7^zxz?=aj6`O`NRsgDa`JtosfNt4u7Jwq
zSJ%D77MWqt4XzEH4wu6rzCMID)(_3J7V)OpW3XW}d?axau888}yKdJ~*HO4(sQEv5
zozMQJyPW+k)6pTnE*SuYt4X#~QXATiU!|<$M=7^>mFXXB%6c0HJh{~Ax93}tGQ-|a
zwtZ*q1Z4m+b*MSrK2Sryb+6r+fs6Sbeao`Z?(A8hVVx?F5>1pD3-2e8>&%Q>&cTfP
zO~X$t=Cn)81v5;pF(&ZVShkgJdFqMT&1Dnf#XqZg^%yHW%2rLRSI(O}{YzH*(MQ1R
z0kp*;e3lY#Rrj|J+fR_Lv48Gv|Gp{w{fJwyS@Y-rF@H``_#+j5s=^<o@VyGx^oJC#
z=`T&-pH#T!^L2%5KEF@k_qd7q0sE!tcPL!*f4ssq{gV>->l64#68OI>{9bC@ey;FS
z6@L89T>CdG{E-R#a)obG^dDCEc7<Q7@G}+uErst;_|Fxt<z(B<T{|_tTj6!Z=YYa>
zy-!oP9*0*dT#ws7DtxEn{{e-MEBuoR*ZhB~a6N8+Rk$9v+Z^HgtJ{B1h3j!US>bwo
zo}0k0Qn=>-VTJ4Ve?{SXe14*EJwE@fa6LY^xP|MN=0BqFDK(y_Dtx!XcPaca3V*!9
zHT^+_pQY%Zq42X6{yK%9qwp&fey+m*RpI9;{MQP9tispa(v5>2&pRtzx98pp*W>nJ
zg=;=z3fJ`e6t3musS5ua)y_*4uE+BY3V*z!ze3@f{u+hrarlP9b^HG_f&X6Nx?gX)
zl^M_5z+WhOR*kHAhs9ApH&i=6pztRs{4)w~D*USopH}!E6h5QyzbYJ;xc%pvI{*#-
z!S>85`r{SeQaI`~{Dbs+6n>$?_bU9=3g4&j%N5>M_zxAX*WGU|&g04L|Ffb$U-7vM
z62c#B=YEABr*J*L4_3IA^Kpf1`tua7>01id^6(Ue<M`hW8wY=0s&L)k*IOL_Liw3M
zV)*k9ieC5kN`=p<{=QG)y55f_@UJLb&-<SguIK%P+nRRaIM1tk#}uyR;S7r-JH0M;
zDSEvwS{BE@kp8XkKm7AVMc+~NzE$D6Jy$AxLD65M@I{6HQQ?};&F#cte>I<D6@G!@
zvq9lqg-<BFr|`!qT-V!Ccwf=KRN<QbbqZfn^dC{UroUF<x?f*c_yNV|=L*;D|C7Qs
z|J&W3rj6F4ZvT+NHT}aBuG`;GxTZf};kx|?6t3I<0)-z`{klxyn*ZAsuG{}Pg=_k6
zC|tMyFACT6x4MHHAKm_=6|UQVw!(G$XB4jaFDYEN|4j<l^j9ccxBq&DYx*B3T(|$%
z3fJvF=1A9H&F29M*Y$2yxTb%M!gak(g=@Xqu{i4=KBpZ}^jfdJSmAmfd7Z-bzVJ4M
z>wV!{3fJxbrNXs-{$m2a^Bvu|>3WY>xUTmUh3oz3kqX!IGOln<e~!X6{fxpjeOKX{
z{z(eg^e<4jroU9-n*J>c*W>VBh3j$nsKPa$KP&u@(gVjH<;Gd#4^{YKMSrfspQ!MI
z7RT)b_pdwJbMG~Z9&IP~Km1tX7b*OfcXI7{lERO-ILq@I%l~9W|71l!o}s_FrGIpS
zzLTN9wWU9hpufw}uAO=u9-{E4sP@zq{#1n@eHX{)X$pV1!XKgV$0_{j3V)lzpP}%p
z6ZqE^uI1|A6|Uvyo_96v<ncfCzUJS@XK<Q)_~}6z{B|f5@aG{GN4w&gs-62X^vu7T
z!I}TT41O=m|Dpu{S1DZEX;&%yS*krBQMewTFD3AAD_oD;Ulp$9WYgVfILJ=W_-q1y
zX9EA_J>q<hxMv)1C|t|cqQdn)`xJ$1eSV3;^*;Mig=_lHDqQb(zg4)_KMy;`wO`xe
zEsL`p@_BP!(QCW<GKF8P=J&k{f40JZt8hIIM;+_h^BhHgvcff=y2ACo{Ah(gSMixw
zxZam9R`~N2{VNo%<?~Gn*ZabI6t4H3>lLoY|5o>M{nhQiyTy6@hwQq$ucFuO-=y&8
ztM*SRT(`fWaNYi%!nIsIN8v9}{NJT;?H~A%!nGgZI)!Wh!+$AU&+nb@?Z!us+oKh(
z$8FZ)JZ|UMahp^0dfc9`a6N9XRk$9ve^j_0x6dnFxAUm`#M^(8!gc!}W^r!+b8P!J
zD|+4jX@%?dFDhKO|0xRB?SH<)wcNg1;hN8t3H*}^*ZjY(aLxZe6|VXJMd6yyQTKJ@
zsp;>pa818n;hKJ{!ZrP46|UR4pm5FSi3->I(YqCXP_35_D_pOyFDYE>`I{ZLhW=#z
zA$L%?*7NsLxV9(HRJfMU3ly%~bD_dtsM`NJh3obH4u$LW{y~N7_5N*z>-GL8h3j_S
zWvv?rjZZ6FucHNv^E!H$T}KBMy<SHzQ@CD7f2VLg@0TlF%g^T(uI1+jg=;>)QMl%F
z^ZU8}YCcCQT+7?T6|UuNO5u7xT~xT9_opjd%i-G<uIaB*xR%3jD_qn6Na6Z?{YQoC
z{@(8R_&D56;d&gtr|=gkxozCv@zMCz3V*Sp|FXhgqVVr1T(|RP4{-c7pL-}=^SQsm
zHJ>vSuKE0p!Zn|^!Zn{KEBq4G{+BCU^Lc~9HJ|q+@Q)~5kN+1GuK9dZ;hO#@3fJ_%
zQ@EzT`2*cJYx*M<uIV4HaBp2GT+73v!nNE!UE$ukP`IYQO5xtRP`IZ5k;1)op>W;b
z+no>}hr20UkHdKi*Lw0|g`cJ5<P{3ndg)4qzf93ztMHdA{Cf(2g~I=!aNVBcALRO_
z+q1#qtk1uGgrR$sqJO30KbfJw-qQb#qQ6wpKSkmD75);1YrXyY1pdwhezn5&cz$2u
zm)+X=ZT_Ngy-sg;q8pzBivGR|f0e>dQMhjZnF`nKnNqlxpO(TkpTi0Kg$exc6t3&N
zO5wU+pH{f;*S8g}+w&uZ>-Hack{h>2sPTD#!u7dztHNKc=+9EPUcdVkuJyx96t3xC
zqj0SsKBjO@|2c(g{qP-y>v8+3!u9z4RpFZc$dldpX!?69T#x4-g=_!VwF=kk`WqI%
z4OD|m@t1ZzeoxVBd+ZMi*X!{X501C<P72p@wb|mgwe=3&!jwNt(Q7~6TmpZ30>3PQ
zzcYb<Jb_=Iz<-&*kA8?7hu0|i99OvZvpq)PdVcpRT+dhE;yhn>wBvS>qSy2FGKK5;
z`a6Z|dM{VFp0AH7T+hpo6|VXGN#UB$5vREE(Q<pV!Zn}!C|uJ&MB$qLQ3}`fZdJJE
z^CE@6R?XK>6|Tqs4;JU~|H7?If7T4Se(CYQo5J<@-(TUn{WXQ__Ft-S-Og_-T(|Ql
z7Uy=}9r}iUey!+rJ8xYxzuy%8((SyP!gV|Er*PfQM<`s=?^L*^KUd*;UiK+m^Es?=
z&F7i_pS?Q|*J^AV$G?@Rh)Ssln+z!tQ9Fr}R1_H^B$<*qDuoA;Awy)&TvE!IvCL&G
zLZ)Pn3=JZL3=hBi-uHFA>(hE&$I*K{zxR85|M>3XczArA&g;C+b**cyd+oJ%xOv{e
z?a%z+u|LIkR*GK>iMKz0<MyZ44yFID*f;BJgj?smxb;j69_yJD>X}Zw^}LT;&sVth
z{D51}X086Y{#Lm0yW;k_2ky9iaq}FHo9BA`cFxCF@NxLp_?`H#_*lH=j@f+m`ndJ9
z!^e|nf86ID1M$0vACvGoxX1Bx+~+WV;uFZ<uXQ%BiTL2)aa}Db{JY}U#l#oaTKvA`
zHMr|@GVVHj4EOkcknk^Y`@9IBOg-zhDb-s%zwX65;qCFm@%!*o@cZ#=@w@Sf!DHY4
zD*U_R*8{}gK>Unc{A$Jju<$jT_#27;3ip0sIqrE>wW5?Szt7Z7_?E$A{Z&If+Y<i(
z_3WC9kM(yW-ujQgt^Y*a`p-)EWZeEg9z52+MyUT;;_d%yx%jn0{9NL#|6APpSK!va
zdfR{Qf9-@f#vi25t??;%H~b-d0B$}1O8Dr6k4yMt34b}^?<ag=!v9S8nmcFxbRXCW
zpGqIP<DS=t<DS<i<ByPMChm3QBYYb1-{6noKj9wVn(eZAd3-m*J-)4R^LN3YVBGz2
z`!)%Giufn-r|}iI@$2uB)o=XPxYy;waQk@{?sfTcd@S|cp76=I^R3oCtJC@$;MTuQ
z!cV}>GZHt?Ex3Jn9k&nP;O4KkYgWJgSs%AQTPJ)+-2NPjd*3o1-<$qFj(5kO$GhTh
z<1_Ft@%DJf-Lm=W7vtu?8h2h3areWg@aGwKHtx@ZypNmzf)1rR<8`NM=^x833tqhb
z`hLaD_)CmC2|p5l6h8`|iyw_I!(YbN=vY?yRjlU~ye01aTl?T~UghEX*qM0m>-yp|
z$$tWF|Ife=CVm{=AAcV|4*vxofY;bPo3B4d&<S_GJ%h*j#*gW}iFdxI;m-FQ-1%OL
zJKqVo@sH!i&%j-Wb8z!~j+^IO+&o)!%KB!1b_gE()3X#-wlneeXHWbjj>|yYb$C7Q
zaeo1yMV@zX*TWaVW1Uq)or{V0d@S3e6cC>)b`9&ie()-VfBh=scEYV^AKd4<{qfhx
za~*D;J8<(%#b=Y}ZTxk72|ft_6?fbkolAWv&e!MOEpX#2aG!hk!Hqu-cV2^VpJQK&
zTmSXA`R~T9|25qBxw!TJjvHTX&#XVzUkA7Tt?;4rzZGu&&baj-j~hQ2xBfA>@#Asp
ze-O9+C-B{=|0Ue-bG?N-?gHF-t=T2(r}1@h=hYfFz9a6udf?9MV7w#qIvRIgr{a!#
zKJL6G;KonEo!7g#@t@(&YYFbWe#V{GYF)EFS1bJA*;|zUxeo4pH^QxFJKXsmfE(Wz
zcfJ?k#*f0C?@hS#{TTQBT8Nwfcij57?w0k(_#JWUKLR)Y1l;<E;?_SFH_yGe<GzU-
z{~_+UU*lfKe+nM2kHbpSFZ+XdujBRh%KGDd&Stpx8{6XEZybqR|5)5S58>u{8uz~C
zHQYYW#f|?8H+~sz{NK3oHTTZ?V|*jr_|0+STj9p<iW}bpH@-J+{BgMPr{l(-k9%CM
z!96aw;pUl(zfmK5Zv0Ea>vhli`6ltL@HzN?!PhGMXT|+(X3f%nKY{qSh<_V@8()UM
zgRj>ktLI&O>x3U2yjVuDo@t?;6N!J1Jh$ZH<Im}gPsG2Fi;q92^I9T)NiIJAoX$^)
z_|5hy%{SIRJ=EVUc=7(w`upVK<9v@v#McNP9Ey27j+^0g=}%kyeZ2a9r8<jw=Ha^p
z|F8PXOL2SVJpNqF-Z_sychi&n7n1+7T>SKq|GJ#V{5R!1{@l&&iTqFDey({R_xbYz
z-1BsK!vDrSPs{f&^(lW`j!F2%37?bjKE3`q|7i(-HsS9iyv0FT{`MTNUGbrK58Ug~
z5xDmWqjBSJ!M$ETkGt>HI5?}*&$+FF$8{S&x3(kR&#nFO517|Q_=ouOxPABx|A_eC
zar11@JFEX=;#=XD;k)Cm&jWF<N5gRYHWBxJ=JDXMZ}I1Ao+aM<nfdr9)cFH$o&UzY
z-qkrI>%*bsX@*<p&cS1y)7B~d_q!8so%`WFKRF$D9bSTeN<9w*kK?`?#(kW4zpwXl
zE<V1W`4;gvl7BvK-~Pt!bFD+Oz8SwM?z~##S1@j0+~=Ps<39hq0QdRoUAXIf2JSli
z8~6CuJ*+gZ*ys53N*e?(?yDZ(wz&P-3%5Uq;I6}SaO-?7;UD1EzbJUDKmNSZ55!x4
z?LOIYwEm58>u-Tue_Pyrpet^kBNKi)Zk|hV^W2PE&qKKJ&*R3=#f|?a;eRB2-NUnf
zn!g-3|BkrvopJkc2yUKZaPJ3h!H06*-Gh6cK8<_bT#6gN0{6PPX5Xw2-v94_yUq{8
z&3`ODiuy0X-8XK)-8UxT?i;V*?i*j?*7<kByC0Fw*Yoj^;PHHnKlgMb@t%+8;GZzx
z%W;qUjkxRQ3EcHF8#m7<xOu+A&GQ@XdfT#J)(6*Hd))hzLvfG$Nx19qI^6g>aM$50
zxbbh}K5tooJKtXtzS@yxm0!i{f_-=u|BU0<^{6afzZJiV_=oY)__Mfm&d1I33vQk&
zM`!hzrvZL7<F>%f(-t?+z6n1Rw{OSe<{69|KLR)YO5FG-ao6WtxX0x?-1Sp-Ox8Eo
zXH(qxR=Df)Fx>e5xa)H$?tCvx`1QDb*!0+}e)p^GgU9{qqi~<umU#E8-nh>d`{V92
zLvZ(*C-Ki&Z;SCS@YVbObNwywgNWY+cigV{A;kB`9d{V+yspFT=XBh9-U%N29PiIR
zBK`*IS(1y7KR@*g@i!7*|G2C_9+xJ#_3x1IjtTFH+t0zc-;cNqci*@HcRjy|TjxC7
zaTnmO^Ph3!%LZiqF@9a#ahoK(O~Uua9rqyIagW9A!$92lA^2pD`)zo8{88NJ4D;}t
ziT@IJU-|`i-`n{3te?hjjl1vdha2Aqci%f1w?Aj%9<M8K<8Q-_pM=}z<@g0Pvgh81
zo{-Jg^ZmHs@w|>dS9L1!?w=Rqo~PI0);Sh;UA+}NK0jX(_U$i;A3^=UC%pEF*}RP3
zGU2-<eE)<GNcg!4zY||T{qN%|Jx9gu+t0YitIA2G`PMA_ty<xK@#m^)2Cq^ukJqNS
z$7?&>aogb@ul;cQJQO$2NZdTv;;!2}ar4}d8~-$J{Oh>m&cn^q_~cSQi+%f&<8>x(
z|1S<6`yYR<>Pq76{{-CrKZ0BTbGY?yamqi}c_MC|!-B^;8y4nP{2ETYb>4_u=LFn3
zAHuEkHQe}*apS+iJubiC=2`R9(maaC%RF^)^BjrWpHqUz{tO8HIfHonGYYpqx8T-!
zH*TG62WItK&z`|!J(EH``w(wE$KuvA2)CZ|aO;_Z8$Sa#el~8OKf=xPEpDD)aq~1e
zE$h$MoR7Wmarj_-5q=TA5FeB9@woNO!WWZgKJN3Dzwjl*Z+Ut)FTF4BaXc0GInQPI
z1oD43D9isXUS)8}<GL!2UHqySym%fJ*IN9!s&d@**#>tVcEUZr$0hu9+&&M*CsWVe
zczb*X{yqLSz6}2rUy9cpQrV8O*q^@&|E~B|H+Zo>HxR!?E<XPJQA^@)B)%K&b-y?6
z`Ep#s&q(-X!DIdL=cleA{sHQ_GZ!E0zn^&Pe*w4tH*xF#G~u<*sBCNH?@_e>8w8K_
z$Dg0tjClLMT`oTU{M63GTYpd7`upJ4KOo_Q6FwaOfj-}i|A^m@|Af!Rt!IA1mnXd1
z(5%nqX_WA032&G1?g{Ug@Dp**_nYwF=))A;^LhsEdHojtGkLZdmi58w#cufT#P5y&
ziXV)7d{4nWzUSi}-<xss-;4jjxR2xZZS6C&dHHiX8{_^QP#@g*vvA`_;a-2A!|ms%
zxYytBaj(Bs&dTc7YvIoKc-;EW#;t#J!r#En^DS<kzj6Dp{n=Ul_F-?_{Kw<==PcYl
zj7s<z-2Oa^dw=p7zGh)_jo0_Z!PhEGqh`Ttm!?zpH}OMRhwJ_;n{RQijd?c5eO|E>
zzAbq=;MRXc@O(X|5^w&qar2MHn=|e`crEIG95?>m;Dyl2&(~w>l;;02@pZ`aC0-Z*
z7JrU<s-08H7xPaF`D+C)-fx({K5qUka(NyPd0G%}o}F;>bk60O5%TmP-aNf<^BkMY
z^J&O)GV$gaf}7`}T%PYko>9b`=X%^c6LNW0t6S>({luH+F?>Ca<4d_bYll3q6K|gP
zaO?Rhm#1OKvy^!A{EVBY+PN#QpDjb4TEYL@`oYb!8D5Y1w!y36U2xBr{c+Fh!Fch{
zzKQ$BaNN%qqk<PgS32*mC*IE;lkoM)|0wSL&vg7?&d1rf^?VRK))UXu&xyC5<+$~f
zomV<u#p7Z<Yvb0_5VxK!g2#IP>wG8PdOG0N(;c^--njJ~gImvO!DBsf-#C+a>$w8A
zo-w%f+=W}u6x@2A2_EZ-`_D_nThBb)dcMT1XBloif8y3tV|eMf$9m#ERwsCIJy_4?
zxb?Ket!Ee9db;A)(<^waC+>%b6K_2OaqIaPZapJ$>$wiMo^iorJ#k;1OuY3xja$!5
z+<M-{t!F-NJxhbfdgA{4Gx63_{rs}Zui|mEo_e_Tl;hU34Q@ScgU5Q}KHrge>p2j&
zo_@IXoP=A?aNPK-apP~r-T&{!&GR&Fo>y@5%*D;~4Q`$var3NpL3X^%Qx`YSM!0#l
z!OhbiH&0jGJO|_E8GxH-5N@6eaPwS?o9A}iJon?~c@{U%EZjWvaPus}&9fXgPt_6s
ze7x%6=Gg={&w=<*uKO3`8x~Hocz^OB-WY!t-w6K>-xy!*!mR#H@D1_e?>30zR^XfB
zhv1vxC*n=;3vu6Dz5(}rhC6XTXT6SZPX5pFw)Ar;-iY`=ar3WxQPv;532y!!ar1Y@
z&2s?mdbkL;KNImm%<IA6g(+3um&W_Rsl;!^d}rbI`90h^zs4Q+``~fhc)#~6@s3;L
z;;f&JTOW7aEpf-)E_fU_-q*Du-f_F(j@t`&-2S-Zo*F!k8}HwS67RT|;*NVg?zj_i
z$9*t(95>#lO(ouOXW@?f9`3kb<4p^L#Pj|8;Bnk|KlUr}j$7lB#PP))cT3#)ZWla`
z8}GZ?5bwC%aOc|#cijHC<DMEkjvMc<h7#|%m*S3lJ?^*@amRfycpNw0M@=Q(acAL<
z`yTGNixR#ZcmJt6GCPjuSqC?MBi#6=xbbap<9El6-w!vw4{rR4xbbJ;#$SXRKN>gw
z4&3;AaO0oAjeik0elhMk`6+l@C-J%8AH=&(YF(NgN7qRs+<Kbfj@v4D95-HH+7a)#
zJ#fc81b5sMaK{}KJdPW$FJ}|)xTA2#y$N^RdvM2nBzPP*USFOf-f>^Y9rpv=aTnu`
z`%~~ZZoIzyLA>MEx-4;gamQ_jJ8rAsH4Evg75*2mFYSnT+#a~|Jp^~$6L7CDgM!x#
z<HqaD*~B~UDBN*x!X5V>-1$Bdyk;0TUSFOf-f>^Y9rpv=aTnu``&00mVcd9q`Ga`J
zt#x@Ju<%u-@IS|Gggb6C+;Lk4kK@McOFQBnw+HUHhv1HTa>9q<?r)di=D7wpejIN6
zeYo*Y;l{s=8~+||{CwQ_?{VXQ$BnOXMde|vJdVcK!;No(8^0}Xe0$vZuDJ0B<HjF_
z8$SVWR#-&w{_r)tIX)lX2LBB&{@L*{PxVn*e-5mX`Nnu({1|*&@(jYa!ymz0;?Lt7
zk^e1xd*Z*r&GQFto^`Lx=4GA@aQoa5ufe!I@b=VsEWS1I=i!GCe<|LI_$z}KsB-^r
z8@^w23-LP=e>Z*-`KRLc;RW39Z@!NkzYsV6C)~c(y(;T-YwGNcx5LlC+vB70-SDq)
z<5%DviElSLtEUrw3BD(O6W#@%fER!FUOZo(!@J>c;>LfDZ@}?dj_*aDDpzOqo2L%G
zH}RX{#<#({6W<x{f%n4q!H>lE#ZOQ8Ik@X&9B%&~!R`NZxbu1sxBkVrbvC>v>*xN|
zza8#*-5x)H<JAj42tN`(7(YGX=iv5dEN*`$;r8L#;Dsqw?i*E0(=7X#c=LRTo2S;b
zS$~YLkGtOXz;~jb$Kw_FTlgOMGTc1%ugmH&&j8%xG9-BHL(jUU|Nb1}{XWR0xclcA
z-2HGe?(uyT_c%7XKC9pP?vI~FACAYJ*BQa%yyk>?olCs)x(s(-<M7W}pD*Ih_dVSC
z&c~ha<~L;X_5P$~@K}HOdZoAu;!md!`{6C{e)u5#Lfn4dh1<`m!DBrGLp{$CZ$IC_
z?PuAI*?jG1E8Ko|!MzXJAGe>!;N}^Idt64~=6MDmOyAZVlhr>2-#p=+@H(uYeS)u5
zNH?^Qr*<iA*|EeABmWurnfUp*_1}@m{~+=9=PBI$b8z2FS&W}eJ-^__*Sjg}oA-5X
z@iWM?NAO~Qh8H~c=lDeYVB$v*e--f;k$)V19zHR6fyyo}{v~|fi(i62LY|T2c^1DE
zpM`t8zQC<>Ier0oehXeK<+9>m!q;E;<@g#mmja5P$E~vtZk>&B>wE)ufA~CjameCx
zn3-XJSVX-0!wTGesp&0Qo$iM_29NpYhy1$`?|#?|cRxG^cih`?&x?m~_l;+8`|~Dl
zo&~u3*mt;jKDaIG!_9?B$NT5y_$_#&+q3wa@C)$U@q2NP<Fw#~(3OtkbmBdZvvK>m
z5Wj<QH@zdP)Bfy$+voPU{h5VZ|J>mD`adP!`WNHYzsA_C&XwxNSE?Uhseau0pT)<~
zpE<#c`(E)pDz8`gOW|wvaizZ(&tKmsTo=ESJX-~iedw@h>A&AT=aqvL{#EOoHwxpn
z3tk-8-<P;2?moXC?tIV3o$q4_UzqU5cb4W+tj9e2CH%sKkH)>e&&AEZ)%brNw-tUU
z*Y}RN&xJ0)&3`4nA$ext#_x4ksh+q_`i0~5Yw#+Cf9*P1dqP(KgRGMcg2#0-eA80g
z<~fh+Wb2&Ab+Rq_T_@e}DU5ppeg!@Q_qcqAk0!p_#B5%!!`is(aCh8(_QD?_|9Qb<
zpT~wiKSumi;-A5-=f&WK(8^X$34MMe=dsW4<UICy9{KHa^SiS?TuD70@#61rjn|Q(
zxbuA#f0Fp!CT02kJr9TCPZ2)^e;Oa1@YnF?h+l*ke`js1|B%V0dg5`JACAi@_hfZ?
zy}KIsdU1R3Lh8!a$NQFv#CyGX825TH6Zd*i^WLnU8HGV&{Tn8{8~!};J%bmhvd;No
z{T!O}xPFevd0aookl*z)2=}^nA?|hUD%|ty3EboOdBSVlm-WZ^ql2#%=38FB6nDe@
zS-i(_eDK(xcpUE~-s3nG_c*?ZdmNYI9>>2EzR?3&oiB47cMKluEZ?jYw`<PhaqN`y
zcpSTu-{W{N?r|J|dmIPh9>?48m#BXp?)~|f!Q;I8h2!-t@!p?Tdob&d_viI+kIPxO
z^SToEzWOHIc^xsOG;Um1(?gvDgBP!xuB#Ej<GiYt{`0cSiFaMyjN9jDaP!Ye<ex{p
z`M<%<-}0fXpXNUdpT%)J0XNUNxOuJ)9{X@j=-Zf_$MyLTd8~gr?zo@huTp1~hqHOT
zhHr<@#=GLK&jW+U`p1O&`w;K?9D=((FT`D+H{i}|9PT=N1ULR!-1s@T@gL#FFU5^t
zfg4}*k*v?2UmN3|Ut8nmIVE^JzXq;f%6lI1uXDU^#ywsWgU92wEF7-~i1&ECf_uE?
z;vTQ%xb>|2Xx0bo*)VvlXYDYrCd6CMF1YpVja$!cxZ_R^9>?7}jQbGrj{7R^xF6t-
zTk+UG&v%dDaonz9-0s9X?y<Pz4#pk#V%+t1GwynufV<wN;^uh`H_u$$JPUF2{E3@q
z&BwF8nWqtMo))-yDsc0h5j>tp<qb;XT|)eug@Y6CC-1~vKMw?t$8qfXr96)l?{Rz+
z_c(rvdmR77t*61%tUuP%BzUanne|I?&55_3J#gze0JokAxZ^$)JdXQO821U{9rtbA
zaX-f$x8t;bo^OxfaoiPQ++M^x?kTwAo`XB?Rk-VIJnnjX0C&Aj$IbIDZl2F@^ZbCD
zr`i))f6P-GH_v9cd0OM<>4=+Wc<^{0O>0o9V=VD+6%I~3kDkI^Kd%Ij$FXO~^Cs~g
z$A!4Z@mJjAc)*ice;oIS;Bnkj!??#0@3_Np$Gr-7-0yM6{UdlBcXSxH>Qh;rj@uY_
z+~&CBw#Plb`{5qnKDfvC6x=));N}^Ho97PPJdfb!c@{U%pTXmL>)Ei>uUb!MeS3%X
z))cq@I|h&aUl{to3-R{97jFNL!R`MmxZ}PPJdV3&sQ)A49d|kIxK*FY=IglY<JAfw
z%eN@SHB0!#xOH9=Jl5GX)Oj=U*7*o-ozLUe`7Z8ySctnGe!^W3)t=4zV4g;}c{az*
z(;7F=UbuOB;pQ2J&tV;2gTIZ>3?A3>q|oOxpUdXuak(gXJTAjS{3zl*E)#K&%VW65
zWgc!HzQygsueg0^J-t+aoL5<+(my{Iy!afTxIX_3>+`jomu*@2mxZr)rdR&0^8Hxj
z7vuKlm*BBK^Fn|ABHsQqn33hTKU?DVrz>uM`r!8GINbi+89er<cj(Vn&u8^GuU5h1
zyjq6%cEmfc199hdH152H;Lht(+<9GxJFl06$9atmb$&?v2dw|a_*{Iq7qUKl%=c^d
z2_E|ppBEiO{D<Tjg8N+Y`h?HK?ZXH7>*U|##jH;6&mY8{?~;UX^-`9{_y>Z=`S#na
z6gMsB@p<MmIgihao+rQ0Ge5?i?_%8JyZg&oogdMM-uTD(srV=O+4!gUCHQCfRd^5l
z9^B*mQ1C)%WoyQUzCD%m*th99k9~WI{Pt}={yFt5!w0Z#%U;R)c068=`*X^B;^w~<
zcYl}^JkED!IPazq@BT0gcYm0NyFY9^Gpqkg=GzK){dB?IH}=O}SCet)^;qyYuN7fl
z&k*mt=HkxlE8KZipOwvPD92?}+@Eu4iTm>ryWt+k!|?_5?K1pp{89XBd=CB%{u#b6
zUiH;%Ue?nD_xW?{;Dr>Gr$qez&aTA!oVf>XKaap&4});m!@0QYVKnZ%Zo!SeA9vgt
zxX)>4<L24)wXAQh!xq77hW<3&pcJ<g@vg&taM$7CxP2RryAE%{U5Ar!*Wq)x>*pi<
z+rlK`=kevZ`*x$*SsywQzYXsD*d6h)#P`RIKLbCG_^a?m_$1ux$ZPmg;y=e7cR9X<
z_^PjG^L4##fV-}?#a+*Bao5!WxZ@s&JMQVYc^<}HpU(y_OsVqx9T3*%%f!1rKf_(0
z-{G#$YHwuyaldMW+n*M={i(p6*C^b1-4r~|Yf_lkIO3hxleqJmg*&g$aM$4<xaU!W
zH?ux`&-!VDyFR<&o?pk~#$SLhBmXGeI&a6lUwR04UCqQjULWHguWxXV*KfG_SD%yh
z$M`*Pk8jW5@%Sza$G11}9^cb&kMD5Y<9j3i9sRr)w-3+Z_Tg3Bc@2Lno3Hb_B6yrv
z#fGK0>xg$=_v6m%Y20~zhI_qOfqT7J^X;rouNUj%z7N(4zm~r3i+ddzfV<8|;a*3^
z;_lCn;a*2R#EoB!dtOw1C!4R=k;b^^-ER0&=GzN*+%s_Z^NVoLi(7Hm+Z5dO_7v`V
zdk=TqMY!WG$IY|fyIFr+w}%Ih>vmXJx5pCix;+<n-HyUtw^MM}?JV4NI}dl=)_5<g
z-}Si#?)uyncYPj>yFSmrJ?@v|uFomB@zZhF=Lfj!^GDqES$}ReU)N`I+;O|(u9L%X
z*U9O)>+@pV^?5b!y1Ey4+~;t|eHAy)pSb(>n(t?Qu%BDvO*ntM;C>DokGuXK3?A42
z^sxS?67Tw-gS-Ae!(IPd&&%p}-FC*mr~YGc*TYcU^?W04{1n{#idS*(A3ni7UdwUU
zN%ar1dAUy3!#%!R;O1|M8-Eb)b!rg)3w^r?cb(je``-AIxbK<I!j1nFcid&T<8JU_
z)*tI{ga1VR2jh<0AGgjSxbc_a=6?Y9efa74kJR%u?)mj2?)g>aqinuklcyf;KHmg)
zpKp`!-Er5+Ik?AV9B%!yagWQ7_;1v|(Z|`m?DICb$E6)^{9(BHpTylC=HTuR3vl;=
z-|<e=U+0so{&x80xczB^d%QZ~9<M|2f0O?N-1GgMgpb5MzEg0I*L(P%jQbmI|EqtR
z^}*xS05`rRZvM-0uOl}GFO*XGdAxSx(s*|e?{#Dv?seo9d=T^c1b3hL9``s_|16uY
z_gxKe``HzDzDME@Q_n!$^>88X^<oU}^<q5kaeoXq|8(5=A8~&kw)*_64`pj*&%yfQ
zS2M4(aL>DIanHN^anHL~anHL?aF5qdxaZy9xP4gX^RmjXDuutg54Xjg*8#Zu^Rc+~
zoQqebZ=-SRycM_3Nx1vKN4Rw^$L)WEFS7Z%&osr&-zMRE;nsN=Zl048K0M)<<F3yc
zxYwy~anHvZ3$ppHPXD*Y-LEQe_qQ&%@qKXfPr=>ao(^6(RVw$lu3>+Bk$CsFPjL6Q
zZ*ljxnqOw~U4!{<obZ<T49?%q_?qN77_W{G#l3&N6!(0ej2r(9?)O<{<KAz-i|<YS
zU*X0t#r=ILYk!sX&7Viu0<Xb*cf{SFJK+b{$o9$o@tWj05nl_x0$&@y1#e6K2XX6p
z0rz_G2JZPaA2-i(+<8_1I_sPDtcRO_FT57>YVb{#r&{6vuD)gIpSRBW+QFCRyk79r
z7OtG9aqtm2kMDOiTC{Tf<{`cx{ub+MApQ<M5nq>i%}Mxtyf*PCFV5<jLjEi9EAXH2
z(fCG7vOMmG6?k37JrsA}J0ACbU^s4`AMko>W$S;nZ?k$lueZVdK4}H+dfO8>&jG;;
zEvVdAtCof<JB)bqABUTNSi(o(uIFoT^W26TztPgH4-M$gj(9`7BffKute^WQ{BYcH
z@5J4=pTG}d{d|ZYh*x}<)$e}3FK(WJxOv{jt!EK_IOG0~ABOMx{Xf^!3pY=H+&mZJ
z?dkK>gfGEehgFtk^|;>F!CfaiCA<UfaXc1x+|zK+(@SvcxfZvcClme>Zau%@Te5De
z{gCxxE4&<UinmMnK?y%C;a4PlJiayKK8QENrzd<i-kkXNar^T(?r~Z7$E-i@w_D>a
z$bTxnEj|a|1Ydw}hkuW6%sSuZr>q|9?1Hx>&k)>to(*0&MJxB=3&Z{G3&d|vo_BHA
z^SAgx)cH5wggkYZXZ1VZjdADO4EH{#HST%Q3pY<c+~a;KZv1fEaj(W5_g38ev+*71
z!vee&{u90<zTVGS-}Ei;orv#?x4{SD75G)S@Ach_|IB_q6ZiWUU*o<9_#5t@lTzcC
zY+h}tr#`+jz75_E?~gm*vvKEpBkp`3!JY3XxX%rK#qC4=U$c4HhwX6lbiwV<{<zP<
zPQ=Y~CT>43!tLj+xc!`poBs>kJ}<}ZbL|ybAMEoMxX))g;r8ty{0jD&{<!l!9e2K$
z;?B4F@1;89emH-#(m&VDdF5tV_*V^beo5Fr8wamai1B^ernvj(Zn)R|y>a)MQxkp`
z?*4NgKAFC~A3V;tyh&-kpXWTz_v@U;`7R;9^ZgZfzU%x^8mHJF=eq&!e0NQFH{AK|
zgFD|d@mJZ$#^SHxUj&c+xhWjq?}^`?{b#j5vw0muo^9|+^#9=CG5^?*zi-a(3O+b^
zv2W(NDi=RF#NUwfM}prMJfG+3T>R4^{)L>s6#RqW`8?m`;`@bl^+V3%y80#OuQx9B
z@sHre{I09b{+;#Nb=4MkU3JD?SH~xOFz&iK6L(!big#o^%)_m7LGXCo<L|*(ob&j8
z{=doNylVWF^}%^<knk;V=XD%zoo5A)b;i%>7Z7hfSL4=mXD-j&aD49}zB7GWh+EGe
zxjdhSJXQbB`d~dx@EbYrS_hBwig`LF;`hV75A2ulQ*rw+0{1!3SlrLEPv93&|4YI1
z^}kO1p7gU_*=m&yit+P9-#P^^o?pfvn2TQ!;`=1xPtL`E9pZ;1;xEp{FADKjCgShN
z#eW;(?@q)|%f){m;-@F#-^#`R7~(%j#ILhjsh`EZ`Tc?|@LlQu4tN*5WAJ!feh%Yy
zBi`>X>_dFh!g`2b2NB<u{D%?074b(W;!nZ5k>^Z&FMI^PH-0Pb_dy=RFJe8vh<kp$
zgZn)ECwv5XHmI`lI*;e|X2J98ydB=1`uD=E=SbZ1`Xt<a^<3OM*Cc!*ZvKaG^S^+b
z|9#xPEy0cd1vh`&sw?+%Y`Bhh%6Ytwcg^{Vu%3Ga&tJ!X#@*+uufFoQ@w!txcrlOr
z{3f`4Yn{szuR9kK@3=SS;^X?cgLub%4!@Cg_;w=CCyDr_xX0zsgs)XC+kc#IE4)4R
zbjQ7p^bQ{PpE%!s#Cu)%Di<HGBTEzUf92xib!3e-vii;6Ab6}NUPm@b#J9}F$LmN%
zBEDNLK3+%mOT-_Qi;vfl6B6-f=i=jaWJDr<F79<?DeiUTciihpjWt(3U*dJ7PVnOS
z;&o(w;=PV+OuW~TCd7LkX`YC0je8yGh<hE`8}~YL4DNO09Ng>36}acoEx7yPQ@GcW
zFN4Q*7|)AuiFe&rtDdcAuOszv>uHXA{<g;5hr8nD>67q*xcSe<%|8k^|2W*fJ%$@U
z9XJ2d;Dt+US&zbBYKI$_DmAjc`Fm~~<2$mCHN}nZg!kk+zEAMtxUC9#;<$Z@Z%_V9
zaL2s{cV0gPkLx5}r+y>;2=cF8Gn;R3>TDW3=2@-ye+pkMiFdtq!Ts|cPQ;%n<cL52
zcy91wABx|vZ@5u0ds*47!Q;5`Im2D#aoor7cgg<>?sJt-anIAmxa;Q+{5|s5S}W_D
z&u2Er&EFC?e@A>S`Fr5A@ndlF55&!X1wNBJZ{z0q6gST@ye@fGTRZDRC)Q6x-29v4
z=HC@}-`flK{kqd|<1fH{?tLBZI)4l|&+B+&=KBS1{CD^v^r334tUrh1>*2;X!w)0A
z6YjYC;(j0SaNPIJM&cfq>u`_Dgy4l1RGz16hx7EloUa@FIr4a(zK#2RgfDTA%QCzV
zefSeU9A9sptk3qXC2rq#!P~MQ?uXllKDhhsiMa7+;KpBs8$TL1{tn#udvN2Qz>R+q
zH~t;m_%Ct$^F3~!I_qZr_j=bjc;Qf$RdBuAhWIr&j=SLPIWFB3ejaZ9*WuPb7WaC3
zFYdhF2_Dyfyq<nUyw}rZiTD+X__b<heLI3aY>fBAx5tmfcMTrvjMwWuiT8Xw9QS%X
z3io<FHh5vk%6(u!INu*2-p{R11&{T_>-Y=A`?>W4{3z!274Gr<0r!5gTAi$)-VZdu
zy&q_SJ8oOtaeLt24;+DeKQIJ0|M|H2ugAR~7>9d5Fcmld3%L2ez`Y-6Q8(+GdD`OU
z>4JOQ4-6iUdpuwI5btq69e3PwamT$3_qgAIdw((o_x|K%+;QK=9d{XiH0yJ%^|HQs
zpU?n5hWM>;`?h27*tg!{{Mv<h`?f!B{e5xkKLNLIXXDm0GI*@#uu#uv;;m;Qek}8S
z7`L8haqD><?@yi&aPOBE;oe_Wt(P4a?>9EW-EX(XeSfJPz6bT}hdbZHap!w-@Yv78
zLqCTQ@BVx_?*4xx?)}f*xc5s>;Kxz_JGj@8rMUM?RqJQ{G`;~ofc#Bx*Hz2lu@6Uv
zK2#9zy4nY~&xhjnxj*i@Ivw|Z;1b+CV{r3~$GuN@7&p%|xbd@b<KM@P{~9;`2i*9w
z^|Rw;{93s28{oz_$L&LF+&rCe^Yp}xKLR&?Anv&5<Hlcu8$TX5{?UZLgqvqB?)v#0
zcV0CbWc~MZ>&Cd}Mf2eCyqFZui&n&YUhIjx|L>1G-@dr>Is-qR^Y<#;I&Tdg>%2GA
zc^C24ITiQ(eF3-5H*xFy2=}_M1ot{yqhZ#6p97TR?*F^s8y6-QpHuCFTYn$?1p0O=
z?!J93?*2IzcmKQ(xBpKBkNv+t^nV8N_J1Dke!c{^o~n(qzB%7@agW!AxW}s{z7hTG
z5IojDze(W(Md53&oX79q?VIxl!+Z}UzwhB3nTvld#2-(**V&75@o$9qQHl8Rxa;Hz
z+~+E9=kmW5@_$IY^?Zlh=f83LTyul$c)9;H!p+kRH_uMEdG^4~(+f9GKioVQ;_inJ
z;wN$*&B8r@Kfnj@d|(mo`<cJtj@xy^tZ!>F?hxE@FTqbDek^YM!?^pvOx*P|2lqK%
z$HrNmCo}G$xa(~g-k<(lg`0mOz8mpx;_e%ZamTH`QC6q>;U>88?Qr+EKKLojcMxu#
z^KjSa<+$tfR^0geapR}quIG>OzVz+K;BkK|-@LTH{h9N)zpb`$sc$iUUf3Vj2%djG
zVSU_jEAU;Zr!Vf$(+v$C$Boa6&LiG^>2loTJ07pk@tTUCiqFOe;$Pyfw?A;>*V!an
zZ>N!`8Gbsx8$Jl{g`58z-1%OL4<^s`xb@tJThEN(`Tox$-u}ObyKcWu_z$@2wsCpZ
zH`hZ2?s4oKJl6SVSf4$Jzk&634DNY45V!t+C43Zaop%P0^~8015ApWxdE9w@fLrHR
zxOM&*JU{O5#5?X<n`V7BPveAdg?qeO<L2pz8-F}*-_A|=wF!R#UxRi28Qz}bzS?Hl
ze0`q0Id1(s;eMX#fIF`d!DIj9bH&Sv_c{E1_%Q09jh~4x#m~aanq>1j8?O~S))UuZ
zed2w;r3dbF^?tz%sY{oHjZ4>yQ;7Hacy{nOZhWpjf_U%$Z^HjY{S$DH%R{)=!IyBK
ztG|!?Tzx6-xWD0!TWj;I&pub*1oyf6PPq9y;^yy#`&|7<+~?{;ar2MB&3`BEbM>XT
zd49vqv*s3AA3W~$g2&??*MDQ;J?=Z;j=L-FxO?Fq_akths}IC|u6{A@xYyv0I|V<7
z_4yj^bM^OeKkt8o+qdPxW8dO)^*@QXZ*{lK`fvRk<JR8{w{Pum>**Ri))Swr_axqW
z`s3%)pVM*cITyE{QTTb}xe52V`efYa>M!6vSN{Zezg>j;T>TH+=jwH~%KGnoH^QB7
zi{P=J@wxg=#Jdmgjl0hujQd>uIJ^&iI}`W0`n9;%iwVJFoqvV<sQZbx&KGd=ypIp3
zo&~t;ZCUU*ZhYRpf_T^4I!*t%{~O@;e@oo;wgc|<y$f!h-ne;=#=Rdn9XHQ8xbauu
z#@~n=KM^<nA>8=sxbd&y#(#(#zXZ1rzu@Mnwsm&A%u^dTeiPjImbl|~#Est{H~whc
z_`wOk2sh6Sxa(&e?!0E<KIi!q_q<pVJf0WvdHYYqdtR*3EbFt^g}S)&-57UXt?~0Y
zfA__$vrq6?XMEm%4Dr@E6nFm|fm`QQxOLuwd%d_D_xk%1?sKq@ajy%@ai4>&(LC$3
z^*6=6Z|{b?pP!Ape~!f6Kd-~>|G40>|M7YIWa91rv|N1L=cg0zKK~AGol9{0@GI_d
zth!CsH;-dI+~@F{2aod_9-dQeoAdabs#VV8bNCAK`y9S=E<Qeo??JqMI6fC2pTnP)
zh#!Hwes01q;QV?xmp?v-f0B6Xc>}l4pW*g-G48(f8*ZMOE&lm<)yK`VIc}bvaO>%S
zo97tZee!bL=kOD7&+Er<pToa|`yBo~+;Pjd&HCVT_ycgqJr*Cq@jVweel+g>a3}8i
zxd-<-dHHr(oj!+ei@V<X;}=rrX}Ix|aQC<8aN~c)eSX!TWmc!phnppQ$KY`vm>>3m
zU2`7yflfK^5S~|bCBOSXZ`^uLO!$Sk&#|ZAKG*sfw{OdFpZitcKI@Oqr8mNT4!jfY
zaqNy8e+2Gx;Ina`1CPdiE<F)9|0lTXVG%x<_4YGvJ!|if^}%|!#ocFiOZZ;6`^*`*
z$Lkv0<8n7{pP#^;?@PFK&cz+~Yut767j8ZETV?%m+)Z)E?U3-jar<*9Zk}Ut<457n
z>&}EvP57Vq#jKMxcP!1fKxLN{{t|yKsX_4K_n~|aycOP_=fK@?p97ze@beQsCgDHe
z_HB)wvg4(1nDCYf?~MDoV?TT(ed~jJyzUPk_tp5k?lIzhUOf}Pocs&%EASevv-ys~
z8{=2vZE)A~5Zvd|BZC)GRBrtP!#;mE@mG=mDctA7uj4)+UVxkDd)(t#wM{l(pAXl^
zeLmbAH-8)4{3qZ(A3huJ$b7HH&3_wi{-<%D53gB~&C5LN;pW*C_jAg&!Sm~_HSvB<
z>5e;YZ`^T@!M)Es6R%qsJia$|8SeApvAE;jhdb`8_-Ok774GxlA8<dPuGTi|vwd49
zc<ftzKD<8h_H7&7`YUkj-vhUAy>RO}DtN3XJ|8}Tc<ULCUrm3mz^!KtZasJ7*O2EC
z{1E&F+~>oe;65Mz6?cEDx^s41yx*>a`}1q<aOc|vcfJE~_q}s*_s`34p99~F`yBW_
z+~>eA<L<-rg2&?<pAXC@-p`@G;O42>F6-O19GCTR*Hx3?aoqSExH<8ztB$yR?t$Cq
zLvYvCvAEaMvvBiVgnK=`4mbV|-1rA@<DbBdpNSj)4sQGxxbZ*X_TewwJhgVoj-z=R
z;>K@<8()DtZa3WcLviCz#Et(~!bjoexgGboPsW|sJGjpW7UHhwpM%Hs9G~C*n|RlA
z?e<xp-M1U#&bKM<yt?Dpao!EVt@DE5vCjDX_A=tF^ETY`ZZdA2kKxui19v}v3-|i?
zJ?`_9HFnMV=Dxid?(>r!aqB+__da$g?mj#jci(#)ci(#+xBqVjkNuC&Z{H{0{(qf|
zkNfj?#JfMQwp-R8>uiMEhb?fA<Mz16aZlXmw+97}^Xjlg>AjJDIgih6j?H;|etQD>
zeQq-}7a!N{dBod?t8m{t9iPh+-yge|c=NoHi;vHN-%P}Rg}V;_z`gD_=#U*R>uer8
z_A}Pmig@enkc*G&s%s*?5AJb48TYsk!`&w@!Ob%UH_v$7JP+gMc>y=i8@PFX#ND?y
z>X`M}=gDnw_n9uZ&yx?veV%+A?zoTRK2KhRJMIto_3Y<0chBlKzA^58wFB-t+!^=&
z_EG#~#(f=k-7dvlw{<#Yb^6?_F>am%arfa9apTA1K4*Rb_qp!egwGEi&#$pzzgnF0
zxL<vr^Z1;3Ir-hMR^KD*gY`5>cuU;p%qQVKXB&gtw<);K4`0Mj<@kPp`&{=2+~Zii
zb2cyIH^fgPe;eHAy4`V~GarSU|0dk^FaaOTxDVmhGZVL-#kl*=9|>P$&#VvbKfB`|
zufDj)<;37|9mair5b?gxd>L*ZZosYo&V)aLTjwjd>*_Py`hUT#r%IQsKi0Ee!Z%O&
zcDQ}s6*qr3-1t**=X+toZ%X)c!3#^R?1sW$;&bV*68<}R{C!;Yx@P_H`E5CFeB0o~
zac^PVeG>5l@S6+q@j2LF-27MJw-bMJ@Zz}R823Tqhw{ArIs8uYyo>wi>wSe==Q7;m
zxNf&n-}3cr61@0*0rNM<&EEmH4~OD+QGb8j_{)OF^LI*kE`1I0bqfD7_Wv&YWBT@J
zF3-~;&(p-4=MCIEpXTz+3VFUJ-aOyob*Xc;y-IzK^ZGpGsS&)`XY<s-&9iwf&o3d*
zHpH7}N8CJJa(UL=q)<TNYhU8cb1?n}^Ex4yr%uRoI`JP8KQb3zKg5qt#81Zk-1m4c
zPkG4mEb)Hsdlf&4but$>|AJip_}=Lf;?4gn?tS$dd#`-l<L}p6CwTF=`+cIuxc7lu
z=kmng$F)82=4p>Ruf1}4;?EcCPrUQ$i#xBAb9v(TzlIQRJy+t^b4w!6c;c<+LEL(t
z!0WNz7T_1L|NMk|z56@iYjw}AFUB`Wc$0+hobbJI=hY|SCnx;egkO%k-`;^cuPF(i
zk?^+@z98Y>;a-nw_sIHOpX1mVcl~S~ybxOX(IQ?iwkO{8vj@ID`FrB_p%3nH8Gu{Q
zkl?YNc-=XNc<ULBThFby^-RL8=TY2xW(1G*#Ov2A;;rXn+<F$`*0UV9p0a(i<7hp#
zg2#H|b+A71*3%TXo*i-P>3~~Lciego2_EZ-*V7}3x1Pbc^$f?Y=L+0<#^Ba7A$Y7O
zUYGAD-g>6v)-xNoo_V<Se2W|ZZ`}Cm`)0@2^S1$Ro~F2YTH)r|9XHPbxOw{G<~bQR
z&$+mHF2&6=1~<=S+&qus=6L}(&%3yJKEusZuV>c(q1?~xiEmg~MDafPRNU{UpNsqa
z`2pPLT{G}a$o~;uj<3Ks#T)IH)$jL_o8$iZUwh#GIa~+f{yFJK;eLJ@h5KA_9PanC
z?#CNZ|I@hn-%R)d-2BUN^H<+L>yP=@!(9)Zar@IZc%k&l>tnn>?@#<>=5=Z=K3>0u
z62BGkm*V#SdffVN&*kqN?%O94Z#@s@;^XywD)H7c3%8#4aO?RRAH;d|eel?~c-{P!
zc*m`AKz6(ww?6K;TjGwpUGO+=ygs%e-f_F(j@t`&-2S-Zo*F!k8?S>yiFe#famT$L
zcif41Q`XOe!Q;5`dN-AL$DM^c?t8f7E=u@v-1DgFf!T31&pNpA8{x(`#f@)+8^1el
z{C>FceQ@JX#Em}#H~wL~8OP;I{9Zpd;rHQN_saU_pPSGYzn}Q7`1Xw32RD8oZv5G}
z^O}s0W!%T`yYW|W=lc%se1FHSbB%+tKKQ(A1KjxLxbdxV=XLMFrTp=HnIHDghl3ZN
zC-kSEPb7RgejM?W3jclat2jzA*B|Q?|Ea8OO6hO^<;Cy$6~CsH{`OzKQHY<O^QS}n
z%$&#gIXQ2-b_wR?yjJk}IqwvFVa`7fzAWeG)ha>wV>$m@{k2PN{x83=ZYjQD&c_EY
zPk7UWw@i3=z45=sjrlty;=^Oz{}vx^yZ)Q^PUPvA@Bs-QnDAi<AD-}$2_K#CF$o`=
z@JR`ulJIE>pPulU37?bjc?qAN@P!Fqmhcq`uRNIxOSt&2i|2J*SJjLEQ25Gw?SwZ>
zczMpBs8h<@H0N>LmI<#&c!z{{O?c0Q_fB}fgbzsgz?`2K_JLtJ|2gzwc+O)VM&|te
z5I;KSG0&KUk4^ZbgilHMw1iJj_{@aQN%*{k&(Hbgp`QzL9{aW|;VTke79LRN*Ln4X
z*G_oDgqJ70X~J73ydvQp65ci8JrmwL;r$XmAmIZOJ}lwG6FxHGqZ2+R;bRj%DdAHR
zJ}u$X6FxKHa}qu;;qw!|Fz2^~{b5<o<9V?n=l6v8veirb@qb(Y39p^-h6yiEc+-Tp
zOn61YJLG()us?LodF(^ag!fK(zl0A+_`rk@OZf1d9~$Z(ne$lx=!B0+_}GL`O8AtV
z*ADee%XzG4dctQWd``mWC47Fu7v}t&xc+k<>s*oZD?)tBHCA5#-CC6XxgzI>ZCmmV
z3GbTlo(b=r@O}v&knn*CAC~ap2_Kp8(Fq@u^CLpv#^yZsZBoLgBz#)Jrzd=7!sjG>
zUc%=md||?uC45D~%hp_Zy~X}iPk8NwH%xeW!kZ?%Wx^{G-XY;#6W%l7y%XLq;R6yr
zFyX@zK0M(g6FxfOV-h|#;gb?RCE?Q&K0V<x6Fw*5^AbKk;R_SKEa58>URHhO^*<!+
z8`X0j&x_g#Z<z4%gf~ri%bZ^x_y3&7dO9S$Yr=cxd|b%iJLfTfzl0A+_`rk@OZf1F
zk4*UJoKFq)kI8wge{8}hC45TGUk~}G<viw}p7RAEerC>p3*NQ(K(z1`?{9~9EB$lN
zoUgG*$$RJg&aNfzm-B-|{D7Rt_<=cpA;cGdH$w3%)-x&i@SJ}dd}Pl5)w%TFkIwl9
zdzO4m&Zh+*oAZOZl;S7le0lIGIgj(2ne)r{Ddm}y^BaTDOZfbRFHHEdgs(_=S$M7-
z`yA`3p77cUZ<z4%gf~ri%Y;`XyhFmfCcJ0DdndeK!UrV0_%i~<uY5m?zuWDfe0ah~
zCVX_l$0U4g!Y3tsO2Vfle0suXCVWo9=jHs`?xlXs&v{&*3lqL9;VTke7QVj`kJm$C
z-0C@x<JL}i!-SV7Jbr&Bjyovq11)p$jeC^(P?7UkPlud;+PxItHRpc@@0sx43GbKi
z0SO<N@L>rbp74<gAD!?qIX^G-b8OCI-zFt|O2Vfle0suXCVWo9=Oui8!WSldS;AK&
zysTDfy~K4G`%^vPwR7G!^toZqW1jMaH%)lUgjeMJ?;fSPJLEi$+cn`m6W%-F{SrPP
z;R6#sEaAfwJ~H8>6Fw&4V{<;Fd#P`eavu9OCFd80_-Q$h@zWDNGvRX*J}=?(6TUFv
z%M!jK=MVNM^`UH?#QINo?SwZ>czME`CcI_BD{}sRsJ}zb<8kSl@SX|po$!7MACU7)
zLOla>9_tyF@Zkv`nefpGACvI0IX^hA|D4A<r{uhUh+mQO_fH7xXWf<8&!Q7c|6D!c
zwG-Yj;pGW$n(&qhuSj@@gm+DN&xH3*c)y%44SgGs^Vqk62_Kg5;Rzp^@X-k$lkl+#
zpOo+^37?km=?R~i@Hq*em+<)sUzqS^315-$_yec${vjU6>fr}b^IkjQ4HI6T@TLiG
zned8)cSv~Gg!fE%?}YbD_<)2DO!%;b4^Q~WgpW@6n1qi__@snSN%*vcPfz&FoL3F|
z>YSX%^)@fz^Ao->;mZ=fBIk`lJ!RqhWBGMnJ>j(z-Z1Ceh5Y3?kMnJs@RkX$NO*^Y
zcTITDg!j&Q=TLvYoX7eHBz$1PhvodRkbij2WB!pjKP|+M&iN(5M~3g;7LQ}K!vErX
zq2={fzP|SwSNi9sIiEYW<Si3kk@E#1zC+G`2;Md4jl;M-bN*L|@15{|Iq!K_sm=ij
zADHlA2_K&GqeK3YIgjIx&iM}^eoVs0=KSM{rTQl&d`iNnC473$FADi*<~)u&C+8DF
z{JezE&-oFPOZ6|z`SHP*<@|!+D{_8I@Ur@)d~yGIFL?EwPYqr>=YQW*`tKViygcW}
z-&cxnn)5-yTju<V;1xNa5WGXqzY5+p=dTCvne#91FV)jK;nQ<|?37ac%$(19sN{2U
zzBu^2oUiq8DSm#=$A|n2b3Q2K8MuDwzl+D~k4H=YJS^vfA1V3poG%JKGUt6mp3ynq
z>akLuF*&amyu886^{gIVNN<|+e?4A`Ynk&Of>-3c|I|`^hn%+z`Mc(Po#4}Q{_vBf
zJkxW2@e?JVne*#|&&heskY`@bKMg)V=T8Uk*|0QDJYL<NDgATroL70e<o$9!H28p=
zUmSd3&WD8j!*YH=@JTuE@LXx!DLH@R*^*Do`I6w%bG~E9Gc)G{g3rl$m*8cMO5?=-
zJTkrX&((9jOYqt`?;X5h&TkK1p7RfaH_iD|!F%U?>Ws3=uYNh75qv<-=LR2`^CiKD
z<$V3;OZkWAd{T%Xne*8pess>?dZCnOOwM<CvE*ZOes}OmIp5@^Qv8&hF9`9|a(-lp
zpPutef;Zf#ly9}d--@pWUs$vF|H{hBbAEsDraAv9c*~r(U8|I*BIjoY?~wC_!Mo<X
z#oDDjJ#+qS@BulWSi2NIFz3GqAC~jo>y+Y$=lrtZBXd4G_~@KpSGSaBOwK<FJ~rpS
z1uqM~pQiX<7yIA8NhweDoIe@7cFwD8UW#v+^Sy$X=lqJ`O>=(W7NtBbbAC(kikv?Y
zd|=M6Y+cGTEay{#56}6E;3IS1p-m~z=$uasJ|^d<RFvY!=KQhXlXCt}@P_4urWd}7
z|Mec>Ghp$b!{d;$wF>{gZjJ2sZiU;l%46lvr-#E^>6;ef<Ik1r<#@B=Ace2uF>iuz
zR;eZ53~!BZj(5h*e+X{=unkm>y9Ieddn$cPe7%sT*oS5Xk1c9Set%zz{n>^*<%xLn
zZ}&gU-|~N$zZLnLP>;uPJA6m-?}4Z0yA$!{iFoH*u?qFHB9C=;!u@&qeR1nQ22a($
z^D5Nu@$E`{xP7QxKkXB4{r|Vcd%nBQH=u9UzfHn-!JnrO;q|G?{&d4V@BYTO4ta{_
z-Rd>7^KNhQPba<)zBPUv?$61(eqJQrb@ClPlsuQ=BXIjOCgJ08>#_gt1FpA*g+9c6
zH9XF#>}Rz?&X2b!CAObM|2DXJ9w(3cbMc+4nBRS%3%)1y`};Qz#`h)uDBStF{{1=h
z&51XU{pnFy6mcKc{XLD&xA@LaoY(f`e+X}nKa88_Q9OM7t?d8fcysbh#dpPv?;6E=
zdf`vtN8(T7_U$RW8S&5H*8d!C{WI|9<ar*q{uglTe-XF-m+<D~e+BP|7vHUl{n-Sc
zg>Q&k&$jrh#M_705<VNZ&#&Y5`3*drW|ixq_zqaCzXkQYiSLGY$D819;mvXLxNgnU
zf%vz{b3FbI?zr#b_F+8xp84M+-u-qieiq}Vj?4SRTTk)bx!BK?yG}kJz8m9yh`aBt
z&%8WdUdP*#$KNl#KYjsuj>kV@+<)O8<D>A@b;SMC_53M$^y0gPv2X5spX08dFL1Bp
zU*gA7=U2GneuKNuEW(?UXEE+Rvjlga`4)GdS&F+qn8*F$JK{S~&-b{;vH0#~?5FGS
z2i)^zG3&wnKN9cx@)Pd)Vx5k=ocNS`Ui?gaH|F~b?r|)>QyS;1|Bkz^{=i*Vf8wsI
zzi`*p-?-zJt)11=nEF@4J-(~sI}=|8_jtLly3emcd=K(e!>zM=!fPhH_&ZBtpSL9c
zI`|IwTDbMEi(7vk-1Sfw_w%)Vb6)Ea@3{37zCP}Ko$-#l0rBRqhkM-3<8g0HyvN-<
z-RWmJ@m?3qzYX!`@xEm<@_0Tr#qDSFgm07ZZE^S2mUsnqw!%B%JL1-}6CS=@P<cPo
zCgBwcZ<}!QczkyzzBzU3_E|SiJMwHz9^HLOw-4>f<N2~1ZhXgt?}2+>cg8)hcgLOA
zp1A$d_h7!ddAcO>==NDRPuD~q-8{N|>qZ{?yjQ~aPI!0R{5=xB5AHhenehE^^Y4#a
z{{aa<5O*Kzg}WXO!p(nh!h7Q$uS0Ox&*8ZFkHFoxzpa^Fr@SBj7(a-0*a`2C?}-n=
zk7L}?_yGKA{8;=={1fso4ql-6N6S>okHjBOo+_)A{zdV*v~{kJr|!c~B#+OTPr~EA
z6zk~{8t?V%Wa7Pkoq~Hm?C)hgo_U>0{MiY=8XrjfINawa&*DBm`3XObJf1J7<DPee
zaMx|>erz!D=079h!*K6c&&0hhoQ0eJUkN`KH~)FK`G@1q_k6q={k#D8Ix+$`&xN>o
zF2c7Wzj<7@7ZdOIJM>-1Gm?1k=P$*r|1#WqbnCgCc<a&q+;;`>?r*yJM-gv+-Su!K
z@$QpX;qB<pX#9UV?#AS~nmqRZTHO9$hdb`|xbxLr&o>b7dK;7Q)cwEl-v8f}$a5p^
zb<;fVpSKY2{%M}>^z#nlz5h4=HpH99`<!v)@&5mA-1T!$!tYJ^{kZr458@Tn`7rMN
z|0B5dJeu&warZIzd7mdtCEh+ffjjO~xbu1jci(sxZ^L|_#&^fPUK>B1c(123@FU4%
ze&_W9@hSIwNj<lJnLPGqCT@RT#qG~)xbvNbuS$PjC*J<Nf!iPR+lM*Cr`-MDc+X#b
zKaR`W<oEgQJGlFv-|z7ITz<d9{y6R-jO+J1hU50l`Myg%U5S4W_x^b<?)pi6KjMAj
zJClD{;bt>FU)mI(NBmBBy&74(b$&?vp~TlG-s_I%o!76A$>aY232yz?c?9G7eT{SR
zPsuX|{|q0GTj#y_eBx)}pW|=fU*L7{FLBq~SGe~Hu20vw>u>=1b^Gu&`R^m%K1{{!
z!*jTO_yTvGe}mfx*S~do+`pkt*PHR)*ZF-__l<?*@x75nxa)ig?tZ&8;osx?Fy9|=
z&x`MH`|uO){mg>3vh&X80LzJAKa3kcKOP)zY|Z}*@$R3$;`>v-<GP=(ApT0?{eIA$
zxZiJ@j{ioU_i*F=Jnr|W!fR@k&mryed8?HYRVn<<^?VubdcFpCJx{=$?;H5<)c-NQ
zQvJB~*C-ZP_$vO*`q#ldUtEX(X59LfSxR~S#=Y*B)yme7*ZseU-<>@6$M`Db=|y~1
z{7BsVuET1?r`+?`c-O7&ez+$2y}tW>M)zC4&uAaa@Acj9GY)6I_Q&f~>N;DUI^BO#
z*V&rHyPy0|ud{2D$NjbzZvEEjb=L2PdVN`kJpUWl*>%akD%aUM#CzQ9;$CN6C$1~k
zgV$NzKCDOn`&cLLOaIAr*7de3*IDcIxYwgjud~LxKG!GSeW_u>H^99<HpX4gjd1se
zjd8D!|4v*VHz9siu8*4%?>@5`?)A}e-S?Uh@Ac8|Yv0Lw@cZV|@y*He9&WtXN59YR
z_0c~6Z(JXpuh+*dsNd`3O7(Mnw0^IT)}OjQ)~7$UxUP8}SqJw%a4YI`|8I)B4{VJe
z!??}xLAZHbx7!f!`PBjsw{eyC2`%yM$-h1B`fQFLPy7z}h4^;(1iTggG;X~6Kx^Xl
zHuwhQX^U@zd%P;}or&KUZ-@K2*zZ%66Tb`bJK*hcuY<ed-dA{ho07+M*b(nQ9@kYz
z{AA*H$Irn#;n(7O;Nx-gPs6?6bG>yYkH>M(gm+1Jw}kJV@E!@@C*eI4zCZ4II1qPU
z2jPCM?2WgeZ-?M};D_Qp@x$;wcpv->{BZmtyf1zoegr-l?}vNbkHlXg-f`c?k0Sna
z{Ahd`Zk|8zV~F2`{onpH!(E?k@!i?a_rQ(!_#Vr+?mzu;_aEQKsG$Dih<E=PfcyP|
z<8kw!fP4RG{9cS}{9*Ws<Z<10qd$JXPj_7NJFfNkImr0qsOKc=aX&d3_k27B_d4!-
zGG50$E?&o7&tAtpU)*n9pI*mZ&tAvP<GfC#e(SN%-uL<*!jbe%ABGPkzt?N?dp)vF
zuSfQ?Bl%AwzxUgx<86r_gdc?azRJn?VB#;pT@U|%)$j4$hxKngzJKENbO?2NJ@q{k
zuczjBUv>W}XTI$V59i|ZcGro=eNW=gpdQbQp}5EEHu8JEoK3u+`_9C@&l!gMx$GSL
z1nN8&AC9|DydD+*487QgXNh<Jd<%D-e1`iudNFSQ{e0x}y=q)995?*fcIEwc>iOIG
z)bI6W1nzzQg}D3kMY!kb#kkiU?_<60TtfWe^uhiN!0pdK-2PmG`~BQ2aQm|@K9YLe
zCq0fWi1%|!7yMH4`1!^7vx&cqc#q4dgkOcXC(qS*H~dQ6^X^*Qaj#GKjkx39ggfpH
zxZ~b}x1i2jar=22Za<B;pSKfl{&BeZ@5Ie-y!poy@A+~G`?jCUCJ?_W&vWi3-sd@!
z@crqV<9c15OuW}G-)p*oJj1B}QT!hA%)*WT8uvZ44cV_;pNHU{@5kVt?<e7&?>-lD
zzPA#8FZJJpTmN+2`rpT`-{(T^CtJ~n2N~DzYv|rTOd;NVRrmhWebx2mdyKBnYdF3u
z#WU`ztj|Y?cYV75yFMNFNcyu8*ZmQ=?|t2fJKx9fN2%vk-1u+smHNZ+^?Gp_?)vPH
zyFO3BU7zRU&i4-dG3vh`xBeG!>;Dk9{?BmNr~CXg#?_xl_)`ggCgIN|e0sv4Pxy-o
ze;N0BJrj3cuj1`k53k{SC)_-<iElvsCN;AA!(R9s#1F;a#OL61aM$fyxbJoA;n%@b
z-UnJwPu7F$*>&!EKAQN{diK4t+lY6)wPapzQ@{5E@8Iqy@8W*Gcn^2~^yk($W!$;M
z`}yU4+~;7vk9R70<`I8c!f(SrAl}beAL3q5eIM^#@_1Zaho6wg_53OBde+VJ8S($g
zdj6a|uIDds*R$_6xt{gZdJcb_d*wQJJs-t7v~MTiuIKpYaaSqy`wgy-cM+dj&%QV1
zdS1YMUC&?QuII1t?K$qgH`M|En)nm&Z}8i3^E`zc{|avWm$>mi;>NE--;8fT{6gw<
z-*$i4m3a3z@6UbD(7r7qzw3W7elq!uKM!9*{9*V~ye{s3yEXnD@jKzZM;GtAitErk
z+YtXfc?!2qm0$UI*TXX6eGc#MF>u}bep+kt>)r4l$bTU2yzWT&(+U3xcOR(yg<ge!
zSDdf;+Ys+MN%hBl?<eZlm*YMk_yu>}{)&6Q?R#k6Z?7PJBkKPh_qh8WS9ju1X20r<
z8-HBFec!|Tlj{=k6LIVGx~BVi=MUz!DS7_Hy-(0xZ~rFV{{Mx09Lv_p?#H}7u7<lm
z=;o<H{C{$NT%9~#AFJVBAJ<`CULW=Ulh?<p)Uztr$90K!pIL+XdVO3I_xe~JUumCT
zD?7d&SXVWOcR#F&dwul1DX)*ldwn$C>!a~rAC33=XuQ{#wWxDdt}km7@Aah){a=;q
zOD*!G_D}n{4)I=J{JkF@_iEJR^+or5Uzhv`a(tba*B9OEi|+Ns^T_Lq@u@zzKh&X4
zy)M2j_1DAQ$Lix=M|@w)>&W`VdmU+rdmU*)|5xQYV!YQ8eO0a_#(N#HPOl@n*O5ld
z%j?JnxYrTgb+sY!_P;T1|2M+zzixav@eMidzE|V(y`~%&_q`_M=|i49h(8VA89xti
zi+jGb!XF}jbH<&C?@s&zd=uh-!?(cwzEvmk_<Y!Tg<m6EdX7P!Blvu=8NMCk+Ru)-
z<J!-b)MG!b=UVdkeVhsSmelhiz7@U%xBq|Qer|O?X+|Ee7tL{>hqS<5Z`<NN57`cP
z9k#?>&%4mKX4Jm}@t$9;aIgEi&&~AB$nSYkfqT3Tz&$UH#XT=Z;2szIza#a#FYSbT
zy=#rH)Cc-z{tDvtopFzQJKX%c;O<N9@oky!Zuk(~{F~z)i0^@S#E-^(kLv<_cjCPt
zGyglpn|~2*{_5-x<`2K#`oBFdYDv83o$n$0yl8LYeV@nYt3EICI5wz}-LL8manIj2
ze7^Ji-Gjb){&vPafA_>)CtX&-x1i6(Kcg_d|FC1iJ0*Pogu70<k>5HUciTiBzaMS9
zpYQe}zy0ryd%pC*y|32Y4}DL`<JFh*-8#?3-LHIa$Nuyuei(f)&y~1&CgR7D$MZ{H
zK)mDrjrXKKUdK-(zt{17iSNsK<ogw;CEVw<=GlsR_9MUN#s0Y05&PzK#J+i4?2p$G
z`!j-ioR`-}?+;yXy7!s7_xaAt&&94c*T3)G^`XwAIbPo9`(D{O#M__SaP#;%`at^s
z5%CA(-{Owza}USejCFD(^|wp-UJ3Vp@*wINM*MDt4}o#t8-ZKrO}KSV#$6|G<M!tl
z+<Mk8KKLwr75`@6w!*EaJ#IaR;~uXw5`G<So%iGI>CZIWdfvdT=TqGNtXZ{kx|Q>F
z+@`qw>5SW-{&?#1g6B)e(y*1|TEFLu@0a>{!FgRv9^WtZ^FnXd+p2tCa6kEz{NA^C
zT|0#Q-me~tHzChqxcBD+IKSL)`w+hic~U<I>ie7r6MrW8`{TaP>3ym9MHdq9ebE^F
zaO(6r==Tl%{A)j-AdmNfvvKdQ-ojJ&fk#kJ>bRutA3QFuPoHmiUF%CduForQKc7B=
zyWU(^M^eA{t4HC^>lnN_`H#h2SN-wE#QVA1>*I06$LE}dEvfSN<Ned`6L^I6W<M{+
zy<c_QBdN#tc}C!ulIKR;_jw+}|KIydrR&=N^!=q1Iqt5{lkjcn^C`HWFHXhHb6Ubr
z$G0W_VBGveaM!c%uezSkAbwTW^DyFF&u8MUXUBCtpGCau+4pZ<&*$>_)b)Hed0wSI
z#(#sKN1n#q|J=lR<a<i)+yBY?c+S`N@%}~qzK>`9zK>`9zK>`9srT_*558~gdN`MQ
zR%JchP2XG(lW^CA<GLPvpY{Tdm+wp8fcrk}qxk=Of4H>2T}}T}?+?2ke6QQ}a6aq7
z&x0fIZRo$pu{)l6f53P@59+J(eIMh!@3PKm)T4X<a3S;Bl=zEqzwe`aUvx3??$4Lt
z_TTrG?f<33+kbyAuKo8uVO9EXy#3c#rT@m;f9tgWx_$Qd?%HSFK3~E*x6hZ;w+%Rs
zqwvk}D{-&OSK;Nvzr(mb&$*WPF2uh_ywBD3{>1yaU@QDO^6!Ovo$7^~=WyK57lZNX
zYiG|N&cywEu@inh^~CE%@nd%Cy|NpKZ%CdS@n-lK+~aaH?s?>&PiKDL%QgS4<k^pL
zU*mXrozl&J8+pv{@3(ACe&apwbo1X%em~df9m%ho=Z-`k-8{PeA4{Hc#$7<)D)76A
z_q_0ZRL={2Rn7~4|Kb0}dGY!xoEP?a0`qk}OvLTyBs{gAYtm28FQ2PSCXe5zK7jB0
zbS2L{#Gim4O#C4HUgFQj@58Ua@5dhuUYtj@!vBVa4f|2zA0Yk}{6Ty^J_TQfThAJ+
zmHtI>UwVl6M)<?H-@h}D*WX2~^X(be=TRHukCNYg!2P^4@#a4Q_q}4T%WqN7Y~mkh
z+^WoXD!vu&`<Y#F-?yKDo8QkVzTf@>@xEu<pm;zEU&X)auK#J&xlLtsDgFt3PrP1X
zamDB7=JC4VbEGH9<8v_oytZ9K{<v-@g>~DBalOCw{Q8>X;{K)&Cy&41^&Z^)?Pc8S
zzRv@_?tehM*L}Z#?avqZx!CKz`;6~tyPkFL)1IQw?t4$;-se1rd;c~a-;8<9z&(#r
zzgN)rrM;i={Pj4#K>kA+cU69`p!0o+Jg(1|ao>M<1>cZyXX4%u%)-4NeigT#*?2km
z*TB7w&%wQpSI1rF`l?*VYjM8pMLn+b|K$F*3i(s_w_eBJVqVRt=WX16zKeT&-G7Sv
zNb#$<@1?He?~%v-d@k;O{yx4c`}yj`yPuoi{k$rDb3gaJR`+w=KFnj>|Be0p1M<6{
z`{xP%C;NE~^1IIU;l+bn_$nS>e~+m9x$FFYV?XzO_*L1@eJ|SmTz5bJkUqHnKf>M5
zKgHe8Kf~S6=i{rgpZnhOs_f@qkpDl~&%Y#(>-;O+{rqd({rnr;{d^(re!d8||4Z;K
zD_3D@9s1s&d3^uSpEqf{c6J|So!^q*=QCb6cVS$=pS3sMf;{%$_eBQ~zm)hhaIXvJ
z<KF*VihKWaEAD%z<8beP?DO~3<MrYP+&=$^8}EGmy!I3E=2?!L=NH`dqjzLpy7T&#
zJdV2pH~u$#Yx4hro99p5`uAhKd7b@>c=P;?n`aN)ewMA9t!L}6g1erp;`VcO-2KY$
zgICZ8zYpFM_x-M;aNkQAj{E)bZSm9To9EXjg`14{Ip`STm*InPe^1wF+&q(U^Sq1i
zPd$t9YV_?7d=1>6S6XYWtbRX7+XwgCHOb@ibA6?CLY>|x_<qiw)ami<gL`~W!#%#|
z;U3>RaOd?9?(v<8`}^4z;5F#OZ@BN3Rpaxx?{)ZIrStN=O7r_Zo9{b$z39XF==qhp
zUiki!>)H2kyk2;|d%dVhAO1J47ke_VRk>cczq$Wd|E3(TwW;6xDBo-HKF#-<R=Qu}
zzP&H`Ymwi2QgyCNy!Q!paPM>K;_jd8;hw*KK3d7C-}Aa2d8~hZ+`cu!z5m<*cR$|{
zH-F>*ueSSvt9$JKIDR&vO=Fuz$ec}^Hen+)GL6tIG<OK0P23?gLTJ+_WEzb&jW&%;
zCWO!k&7Iwi=8iiwLL-DQght%IbDisR-QU+fkH`7_w%>g_k4Jyb^SsaJ`?;?3{d3Ow
z_6N@T`@z{ifBu2}`;q7Sieuq%c)a-Y1F3Mn@00;&{;wf?9-Qy{mBU$Q6`XxGgm6Cp
z+#loOdL9Gk{((Ln^~WL4=L6&6oPYkj0q6e!<XI=w`$arIzAdjWCZay~SKIr3Q5@=U
zTnE9q-5m_)e)teLx5r6v&ckFlA1|J#-j;dbd~WYNu%CGJ!|ie3A>Q)@&d-s^b35Yu
z#)(+3_`dN-INzU{08c>uz*DN=WpLm#^X!NFH$D$J3UxT%L^$gl3*X*xak<k_hs!-4
z&iBca;XL1Q0{mRe!-;V2-%f(FfBH1kNkRTUsWTmQxc=}w9p{<n9sKBr?{D*Y_{pfx
z<MIr+d*8{dC#mq0QU4V9dGJ%=m%;h^m(O$f`j`88zW!Z|IviJZ2!9@a8v1F3^Yt?4
zlj}d{|5<FmT;FD*KI@zg=la9#n$Lf@U30&ejyl{f*bkR`Ci0<{n}~Vfa#=qEb-3M~
z1Lt~vE}YAyb9>1|{y(X69_sM%;``y8AHJ{a$2{=;LvAnUqdvEn3*g*dvf$iaX2H3=
z%!dCN+Y86V?S;<m<wEq+i22#x?d6vc+sj3$&&TCrIM<);-ClA~hwC%@;d;XNk?4HC
zi_a@AL4Eem_Ye8}?Na1f|8h9DuPfku-kt~NxUPa<fye82yzb-ktL=TAdkyN(K>h7~
zoqH|naR1Na!hF={ap872j|-LXZF!x`c`iUdoaY<heEl^X>+_LV?v2Q^eih!o;{M?^
zIP)LFx&NV0!Ey_+T>d`h&|SRenHL~WzY5Oxug1Zzj_~UE;jD8Q{93&JJr;gC)<bSD
zeE)>o%Uq0$uNQ8D^YQv`z0XjD`s|bM8-&^~C1Sihp0dxIQJ=>V{+uU|kHyHJg8H|>
zFM{6+zYfmrYXO|w*FreAujTMHSRWpQ^SHp{IQNHq9?tjEINnsOx19e_&&Nh%dkmFl
zKYV{9R6pE5-+}pL{ZcsB&qZ+VZ|{U3h<UpU&iz1H2<QB8Tzuak)VMg$_n<zX$1Z_$
zyi4KRyZ&>$6{y4G7avD@sMpKOP-lDl;r^VjcgEszS&sUx@D*_WJi`O<ZTWcy{(WQq
zJOk_V=Nb6-g!%If{5d-QJOiEUa~1mJ`nD3z;|~28%maM}{6W<DGwMGSqJA}eI{M+y
z>5YbS|C0`1f&IzFaJ~;V2hRN`$II8JJg(9Cx^ETw-xKxu`jN+xN08@ngg<Y_?Y#zh
z9!DO9^Ek2^{%0IV_<ylO9Y?sG@^u!s(^~Y&_55)-AD1WKT+iuT&*@yxpG2KMqkdh8
z`cJ{Rp7ZCIwq-s4{J*rG^YtUwb2``aXV5>_bH485dR~t_*K__H4%hQ%k>`5;9GvU<
z^YA}oJs*wd!=cu5K7VLHKRo{Oc@*b)4f5M^+zj<R>P6Jya{0QC%WXuS%l#U!Us#9B
z<?;Gu)ZzK-SKvHPN?(BeBwvr*8Nye>`Ff`T-h}1yJT-rQ;8)~XhvN<Px@IlvGygX@
z=ZEimq++>zeZl=+3+nK3X@>hzXC0i&T@Q~({tY-Euk#|j*NNO8wjw_Pb@=xy_<EM-
zg}J|d8+G`;Jzw`-iTXUgm%`gohub5M?~fxN>iGUH>To~yk6pZZ;PYy3zXzc{`{Z$l
z&+}QQ1Iy+5vk}h6k?T()my7N6K==o!!*TKXKljg_$aDY9^VHlwe~3Ky&mY0LfBqQ$
zXY8Nv*@pcyx34N3H~IRj3w?6_>70j6$p0sGK0%$W`h@fG{WOGk!}+|6=ZW~di?5p|
zV*TOkCaw=WPsHafr((I>Z+r&ldiXh<&nrT0FJB<PE!*9f$a6k>@VL|YJd^YMHR{lN
z;hg95;hbka@8vx6c`xUA7V2=Gd47TO{0;J)=WpTLGSA;3zb*6pJ@VX-{RroF#QhkL
zJ3J0@JL3L!Tiy@h`on%gJ^%R$eR4kee1N_j`&&L<^bBlAuOQEH@qJ*<5B*5g`2~IY
z;U}T~(eVA@sqoX_XTf=V90TX`pKbZMi!JE$9Ms`)na2e#m&c<4)ZuaSUvU2XB%SL&
zkEg8f8}1$7`8W=Ob3Z>A&g0z<aE>bsejVoFzxDp@{o8Q7<9fRz`r-T(M|ktVdFK0&
z+p-_v`;gqP?u_NKpKv%|ztfMwywPXChoH`%QGY1vb357vejfUvb3P-G=Xy*3PwEc~
zQJ>E3n)|~)d%NcPz}F-6-OxYxlOy2cFwcDbawMGlL(b=QIPUZD;{K4YPq|;>dbJ1o
z;dV4X#CF8<6rr{wt|w8b&-H}PdE@rQ=O=ri4t;Mpm%9&~%cXNZxt?=A>EZIY3<`XW
z4%BxS_pR}VcX8_Tx!1YISHb-fG5!dg_4jo}0~zK=!<pX?zAbq_^6p#H&lq<l@ICt<
z3upa>=zsUXeaywsZGlhjF8qCGo;Tt7S^Dw8D)#rS=sb^1zc57pYWNgvFE_zU0)4vQ
z?<j}!eIc%&W`11WA0p4kCB{ucAnU$0^L$jGA9vwA9}V|Qz~rMa&#XVr6%AzEw<do$
z>ahM1aDO0YE+&6gi2CDQ(Llx@_%Iif549d1fV}(G<O>7O)7*vq%!T_UVDj_e9B-^E
z8pybBO@3G8S${XUKaevQlOGOe{Ryt9$(V59V)7H+mB9C`e<0i+xXoNlekauDb`chE
zcNcCKg9Gl?t3!fS?D{_;@OU{-hKE`|O`k6B50U414|2@}vMz7>5B2ySyq)<wFc0po
zrv5@W=kpL3QvGm!;C$YU`Q&l!M$Bh?pq9A|4t#`~H`CAd%-e0~-?ePUbt|0Xn(RV>
zj6d*UE+!vpTt$I8?k@kyxJ*C)*SLbsNI!=K7V4JE^(5Y5Am_d{{qwl9Ep-lecUE<{
z9&SsWBSO^S{%Tw59J!r!5(0U57tYTVhi;*PuV#Ki&F4|byKhaN$9-4Ic&Ozb?e6Tt
zfv^8tJ~2c-RG-Hn@4hwlxgT(g{@<26)!o^J|BpV84UrGkXA<)6ThkAZM{d!^L)Dq)
z?i|RtZ~s4aj&pZbb&iL#AG2>-C;uSVFE<$5S-v-4lH_~iZrwAKWj+Ni#&LM}6&Va%
zjAOUtt1=k47!N$n|M#UyzB9h-zt!jKf(PEN@GfRz0vD6#u>9~5!G!&k1Rn{{g1ddY
zxw#1Lo`V^$f{!vFmnQfg4g+7i;O;d}@MhC^;9|bGeYLsnhr8Dl#*^UgJyPRYaQCxS
z#*5(Yy*uMoaQE8KcoW>6D>vQ+cgF(bz8!*}edcDr{Wkd74<7?hf{%q~!S{z3!QHuF
zbMs^3W}QmJ3fF|Zv>dFq9{KS>v7dTW{&#tt!o%$CrbcjVQY==v`@aP#@QJ9O13wU6
z0ym|<lKM5uBc;C<<p+!RC_hU)d`G)5Q`Wr~WF!`DZmW>|WN|Z}W`5i@kf!o)%ks`v
zdG~%tfy$5EDNrnMnXmF^S@u<_e6s9p9##3vB;TU)VX_l?OXcTEezVHw$xdjC%2!A}
zO8PZ(V?N%Lol1i8v9eRiP~IUsl>+6*$%IxY|5m&~`F^rfSu5@ymoKHyE|vd5@?Wa_
zZ;}s}d3EFJk)2bl@>6B!l%o7y@f_{4b1G4uAUmhU;;w)9cLC~Dexctsx<=)%l<l!Y
z<wx&t^P5!uPRYB2lN;~Y7@Hp=>x=7WrQ~D9U4HZdHa}VA-;;cr%8!k;`Lk92E6EqA
z{Ld3@e!j|2FbxDQRVqI|&ibP&pCtJfl|NHnz`dpNS4n=e%9qKBpe-t2DS7k1#>~ZB
zb?1!C^#r*485rXkaC4vh!;JcTv&7x}zbN&KRNgNyn5vXli#I9n5${sIliM+w1qLo=
zapogU+^;-VPFze7cYSV<K2ub_Px3j+M;~dH=JU-_bvmU^8S*kU!F(NDh7|NRxG52R
zRFHieRsD&wKkrxh*>WOlki5rYZXO@_m@0X{xT$SE8srBeCaC=Bl21|j<K!1Oa+F^z
zZr<ZE7gv9w_+nMx{oft)KQEa7<XC%sjmnouKOHLHf1J&4Qu%txyC<ElpPCsq@0TZ|
z&IiPkl((L0^I6J|IL&&I@=wI8lt<3A`A5aw<1${3vn?t=^mLo=QJyCr9yo_(F0TK6
zar3`T>BpU6ucs)l7SB<>)0s9uN8I%}MfxmL`Fwc;+x#yBb8-2nCEuX(;aS0$Z>`F|
zCHXFukC<ii=5MQ-i>u!)dGogl&Be__<%Rb82yvI+O`ZpszZqpNE?<>xuTN3=v69bF
z`QjX#H~-_tTwMKGk}p#E`b%u?c9nO}pK4UTJJ;r)Qu)<V-~25{b8-ETzS3UbsPgTS
zH-7`lTufeeVZrNBy9K`lU3OtXNPq{IF~{bniM#RsDD|^c{t3w!DL?coTc=9-wc<_6
z%f-8te<bc+1iE>6?rK}#oYOQH*XNG%JjuP6>+%coZO*+{=JJt}Pm?+(pJ1cG&w21E
z@G`i$PtkSu#$~FX*;2nj<<}M1{92X2R`OjcAAN((f2r~dB_BS*-tNY`>PCA#7A}XD
z;0-BoIfMi~2QG(-pwAI^^R_~kTZa5Gc9Fr)%T#`~n+N3OP!Y^`z|9z5m;N`YI*n4t
zH_|T5jW@N>UiT|sDxRdgQGB|%8&|8;&r$gc=GpplRNg&bFGD`bMuVU0;HKA!H`^Q6
zs5)8leAm6saO0YNi_Q0|I;G-+<aLJY|7NM<7k72qN^G48D&H&l6qUcc)aGZZe3m?q
z%v1T;J8k}Ym7gd13YGsu@(s%UciB1}%9F+WmCqKBinRB0<1G|VP`*?=L-|f+_WlLR
zj}xy@euel-aX0@<WV}r(U%J@V?^fO~{*9_rBXuH1Z9T5iyY2Nj<;~)$$|v1p^SR1T
z7B5wvCtj=kY4KL&o#MU9e-@9}W9$B-%kA}1;%?s7$av#azCrS-%6}Elg-^4kgP%*`
zW}Vo7iM?@&xLfWUvfO%=|61}dsr*Nh?^OB4_uBdc%6}A(-qYUh*3V(`#zdm>iQ*@S
zyFLfW>z{0uFO__;@^{6nl@EwFE8lyW?XO$;$>L#ATlas1_%LzT=P>CrR^>NHezMB%
zCHYj9_uprim#h2;@lxg4;!9NhaZ<lt<p=J!_1l$?uC(5#{08yJy|$i*#O3ySyz;BW
z)0Mv<p0E5@@p9!cD{TGc;%=U2$haC+KIH+Me@*4HB;T#`RW={CxBcqY&vV3Ml;?^k
zD=!kyR(_xO<>IdYYowo2mCst~3tnoKmy5S5UnkzH{8#aaeQZ59u7e-6*W;AW7Ee`P
zC!VW3>>*pHOnH`go$?jpZOY#k-ze_p=Qf$20hRZ!vdfK*_QrLx{WkbH5pKquDfukr
z8IRaI6)9gJUZvb$WAjbQmx^~OuNC+0Ywu@zF(1B1?e!tzZoHK;-dL5t?=hQCQU0oU
zj`FX>OOy|<wRIMYyX8J5%dJ!Sc~97UoAOoS8&#ckQm0?#Yo4@qqDI@VZXROm?Da9?
zuAdL3PLj$`ea7aetGxRelpK{m@j08Hqw?pP1qCi;DxbE-`ZAS&MDh(P-}<7>uT}X?
zlJ8Ra?3Zocx1as$=3$<=UwMW21aUV%`|M)xpQ7?RHCdmj@`p=4Pvx&&YxCEu{ArS}
zQ27U6wfU7Qe~ILqRKEW;o9|NIy3V@KZ@;>EIP~xKx?g#!_yln`57)VQQ2E&{w$4nI
zzst=7^654j{9Fb<1HMe$E%z0v(}4V$$alca*xrBL-ndEJ)iJ*_7QBqHU)($tZLrse
zh`W54ye}53@+ZD&^OIG6AIYbw{Kz(&KU?L^-%>Z10+sKOe1-Caw`_i;s*@&lnpA#p
zyUnjx`CBC4qw*c^+I;v}`_;|Qr1$LgSmo*Blf~V<z2N3S<)?16b@G(oEncpC@cTAj
zuY9U_hw`Q3{mR#g58B_>bA5J5pMLSdft$_8sUO%}lJZ*dEad~@#mX=3v~?DVyXCs~
zTWeLm{6m{>Ro*GSS$X0|HoryH|3$_X6=QFA<9hdFdp$w<$S&*C#9g0z%ln~ODu3T6
zHeaN?UA#*9@K0^NS$U55264CCqhz_gDj)l~trIcMes$x@6^~P1ES{>oQao3A<`=eZ
zsd9gh^;+f6iMJ|G{nF-pmES5JF@Ed*8^z<4|16%WeAln+{d1L%7cW&lRlHvL;ID0+
zcI8vW`<0i9M;)+r|83%9#NFeVEstZ8%GdVV`)4U%CtjqyOT0??58_SA!@jZg*NeM;
z%<n>*OOMLuN<KW+-tN|`!Qa~JvC1pNQ<R5&XY)DA^TbP(SBcjse_Q-1ao2x|^xvlP
zshjO`H>!NO<oi{=P4a^#*!#KqRg(9MyLtHJdz+h}@=r=WMdfSyWFC~q{bapF`Bd>5
z?LXUmi}F{0vEBpEuoV0pKG9xr{omhjug5C?SUg4fj4d`lQ+#OPs@W9Ym+|JQ{K8*t
z{(6;n=aVW_{_NjuzCroT;vLFYi*Hi(`=uY>fwrC-Z}IQ;x?lOr;uFM&24ZGhJMU`q
zDJmcThxM5%zq{n~Rem@5Lrvw%8^xEaI_7WHnM;$(zc2rQu1k6NkU{niarTQD?=1Um
z@UtIoZaY}=6U5zk7rXJQ{0hnED6bPQQU0oUjq-N!7Uic8wf(;(?)owR+tpk)tNeic
zfXfz@H~*u>T%r!LU)|&W+-|mhg7Tc<)~AWP<%aKO@1LdeoA<E!OH{s6@+B&tySL5P
zC?6^RV5&uVmUxfy&Enw)Z#}N@``Y>=#9ja9Z#0<8B$aQLe46s9qivnDRUPxY=;l(O
z@_+1S^Yc~ycga_&eCimRZ&JQme7&mUe%8E4<x|JnI^l=dzTD#*yTA1j;%*+?`Nc^p
zUpK+#r>OjE!)@IRl}|m$<_nbnaIp0X<w=KFZ%|$+-l4o*ykGer;?a|~9&gzsTYsFm
z8}FbIHkYjO8Hd{ZDJnlo^0_LXcbLtWDt}XaiK=s`)TvkboWpIMcIBtaKS=pd)j3P*
z45<7IiMGy;lkNE2c-{HP7;(2gyq{$A$;uZTXFXeayLgH6*yC-!MtPBVi}Katy~-1l
zZJnRQUH|*adBn&=w|;yhPqg`c#a(`~<P%l?%#&<BQ+b_uq4KxIE0z0FY@J5s<Hb9b
zr;883bL>!ppQ8`kdR#Y1ew?@)*I!23T(Zg!NIqNniPLSL#maNV7peLeO8t73|1H(l
zc}eA;l6<Gie|4J8f2Q*8yl+_i*5e&}y3NNZPZd8%+|5JG?)LtvDnCEn);UAvGbEp{
z@?~e({9KiH=ZPzkztk==`1xU#zg6ltA%7Y2UGQA^m#WS}sS|#<4Vmrqa^z#-SHM%?
zSHg4PdGI;nZa(jn<(45o2l+bqRq!_W)$om~{@qf)5BYrLBag6G%y_SX$HT9Mr^By<
z=fex&<?!p__3#_u?eH7neegnf<dOD@>3=Rf9zGAA4!;SW4=;k3!{@{6;S1pH@SEX%
z@M8Gy;%<FdDvwumf(@B*-Gcl$ahI==d=m1vB0pW_YbBqJ{B6h=!%N`R@Y~_d@P+UV
z;;zp+S#B@#cOd_h%GXPN_!Jv5^H7TXB={nD8vIUp9{etN8N3W$2VV?tgWnC`48I3H
z{3v_H^j{9&OWe&*gN!#G`6b97qw<ZC&p>`D@&)jF;T7--cmsSHyaRq8ydQo)JnCqB
z#f-NSo&aAC&w#Ih7r-BY&lh*|)+F;#iF_6EjqsK5PWXfH0r*4k=tO(PjH?=+2!9x!
z310;-gg*kWgxA0u;g7;Q;j7^T@W<fM$Ji^T|5|t={Bd|D{0Vpw{7HBfybj(3e+u3O
ze;V$aYOk0+pMm?~_3&i)v+!*AbMRvL^YChT1H2i&2Hp*S0Uma&y<+-*5gr3?geSva
zf@i~Dh8M$Mfmg$u;LY&0@NW34@USF%#q|F-cnrK5o(z8teu}u;PMc*r%|U)0@+I)U
z!)xFz@D})bcn|z_c=$AX#f<9>cr3gXo&w(h&w;-QFM*q7OgnQ>@YWjT3&dNLe=gpm
z{6P6V-0<V<!c6Ud*l&ZMW8rP^6!=^49QfPt68JyiHSl(L3;Z2;5Byzt`0@72;J}yn
z;IZ%ycnW+YJO}<hyafIMyawJ0Z-IXZ?}2{=4^OsNO#dIlW8q!!6!<3iO!1)s8z1;+
zk?kTM`A?9atMczlz5@AAk#B@|!#m-h!3W@<!=q2ISIl_7fG5Ix;3tT?aeX9xW+DG2
z@|URmCz3Bl{ww4csr=`XuR;E6<eyUcuO#1!d@u67@NeJ|C)z7!9=?Ug!M}s2!Z*Wn
z;orkc;XlA@;XlG#;eGI4_)qYNlk64K|IhF^_%HBOct1QBz6D+i{}o;f{|(*>AAtA5
ze}_k;*ej<0Kj3ljf5B7XzCqp%x$r^oQuttaEqn)fD?AL|3wQsE*(^O`y6wUAzZ3Ft
z@SWkQ@Njr8TuxC03zx!&B3}#N1>OpefcL_O!6Q!g`ggyxYa|Z78}g}eIdu^%kOv=u
zd>MQsybiuQybT@+-wYoGA3nqDe-C&(d{1~fJPMu<-wQrhd}v@X;{zY=_qZ#Nms2dk
zMjGJme{-7~I^c3DC7ADr%c+r|4@wPw`S<TJ{UG}{zqnc7<djJ;m;{$oBSFuC`!TK}
zxSRqB=Bwaxsw3!4@cmJz3myaaof5oT@Mm_$!Ts>@@Co8>p8t^XrXYU+@;UHWcnMri
zu>>2bfloxf1%4pB2Ob9xKh+zToRSGbEL={>1U(flr&5BR3zt(VK`(_*#&T=naw;X5
zZ-vXLk)Zd&<5A})aW~IHBZF~Y)M@ssS+C@jNf5?}yL^=7laN0G^|Rnd!Y@&E5~NNE
z@(IY-z^A}l;77rG;77y5)4XxXDV!k0!H+>c6+RW73qKZqjkuei3>jA$@^UIDxZFDU
zG}LK>%c-DXeluK7?F4;`xLa<fdmLv5Zw_vEa>^$N3GfrJ+-c&jPO;R<LS9Y<1?v>S
z<rGfPtKf3VB<M|WIW-dWF8Iml$9H=0=3xIb;C{HAG6@Eg;in*<4L=oL43|?W!8(h?
z-8_`ZJk%kdhB|9hzEbiX$j?OH{eHIDzU0(PaJhs268!S-{d}X;@r#@MUr;9rE~jLI
z1+w6B>Lut!aCr$D^lG@g1PyvKJOj(^hMx`pM%>L?r}Q759xNAp9M3^M7Je=~1)d4d
zfu9GTBkq>l6=|1OhWz=+FH`yOQ8wRz`~}E&z_Z}}@LBMvGraN6h9|%;glE9B;RW!E
z;1%$T;SKP=!aLwO@P7Cu@TfDr{x5|mz%PSO6L<3;G0NUQ3;A5+i{O{TtKe6_o8VW%
zyWn|n-&tP&bKrjXRq!PE)$lBMKD-Ei4ZI3|ExZYS9lQ%(0QY5h{a+9F!*7635O?!G
zTIN3m`5TeXffvF{;B(<M@OkhS_)YN5@FIBR+1|M3!{gx#;OX$2;rZ}l_*`)}4@by6
zR3d*1@{RCY;a%|C;J$Ob{!8FP#NBd_lI6xCe>?Ii@P+Uk_#N;PcqzOFz6jm|zZ2dA
zzYG4oxa&Vv`X7F-H{LSjC&3rP)8Kc*^WgWu%i!hkW#X=%T<NC)`6bAAz?Z`N;rGI$
zGQDwCz!Tuh;2H4y;IqVCpC!^~A@cVlUkR^-H^P_0JK-zf1MmmnJDz99<@za=e*EI*
z`9l@*N${2MEck=)BKSk_DtI-#3H~s=3%&~OJKuX;9)bJeHSi?(qwwkCZXU{H9&(Uh
zjeH6GF?bEU7TyAX9Nq(e0v>*WH?Ak)vG6*03j8VfOmR1^1{qf_@=qgQ3V#N^MAd1O
zI`zocBi{~x7TyPc4j!51jrVzYJiGy(4qpS$hra+XhrbA~hd098;V;4a;4i}?XZeB`
zv%S0mkB2wG)8T93`S4fa<?z43>*3AtcKB=X55?X3&@GSS0P^dQkDl#~>+kSHcndre
zz8-#&xLa=69=2{V@~<Ob4SxgP3~z;RQ1v6FelPMHkdL^~8`qogIQT!{Y4A399{eqM
z8T@T{9sHm0Hh4RHGyEO+@NBRDcj1%Z@4?gH9q@ekMtC{=eRw_m19&^U6W#~^5FT}r
z*Z)WG1o+4B40sp30KN%c0sjQv0RI%;0q=(Q!#{&ZUF`M$IXn^m1w0ep122Ss39o{G
z1#g0X4ex^Y!hL`B`uqkyMBHtU@v^<dBL6M&De&*$Iq=Q!Quz1qTKEs}R``$b&G0_>
z@EmVkKfx!#e}<>Qe}U)0`{CvAE%18yukd#GZ}2|&06g*%um9iS@$f(3>F|HS3*f;w
zOKe$R1$@w8!N8XW_+WS^d<XadJPaOvsn`FG@I?4d@J#s5@IrVvyb?YH-UuHG?}YCH
zAAm=|qc8LN9|li^?+QObd}!cq;{zY*vb|&@zZ>$!@Zs=k_y~A2d?dUZzB@cD*XutL
zK1|&8Ia~USLw*$Usqj7Ex$r&VrSK?tEqpI{D|~NwFMJ<(#O2<&qTzAyec`F_(ePaO
ze(+MbA6^R|18;?oh4;euheurD^&bNtCGH-V9C=*gkspVAI($4lAASJ593Bg=hr7QS
zY&vX*Pei^Cejq&ZN^e|o@Obz^@O1dW@O=0o@VVk{eoAD1Dv_Urd?S1^yc2#XJS@-a
z|1fwgJRY6`KOCL|KLTC?KN4O8Pk^_;r@(vQN5RAAc>Ny@kA)|~Q{czIbKz6rrSN0n
zOT^vd;{Fa=J@QG&x5KBw`{2jHBd_wtbv%4uaktz`Ss#*+PewiqegeE0ej>aYeiFPH
zo&xWNPltzH?e%{$JO(}ko(xZgXTwi{7sF45FA{h2(<t*(i~MQGx5Crlz3`dvh<tBc
zr^Dmme}SjM)8V=BGvKB0GvT%Hv*4}p4EQ_ZZXUX29{P|!8~Mm<ym6fa-&fq#iP+QT
z5|KX_`Am2wya;|Cyb69kya|2*yc?bc54+aue-=CjJ{z74zYv}c&xV)4FM`*?FNU|m
z{|fJg=fESb^ZLI89tXb^o(jJVo(s=~m%=ZHFA;Z-Z~UINk9y><K>j6_Pm+8m@>e47
zEAYmZ2lvD0z?0zaZ|$23S@5foFM{X8tKiqbo8Z^NyWrQseb;;a7r_1S>)}c88{k>+
z8{tLpLU<K?F1!go558X9J&qajxbz@@6Y}4ye759=-{6h62>D6y`S3LO0(c($W_TIA
z7+wdz1>O$772XHG4IXu)*MA8-5q>*76TT2$2)_e<i@2NTLYcQ}<V%rnhA)D5!|#NL
z6?*;O1&@K3!IR;O;o0!J;g^fM{wt;bGUV?;z7AdvZ-Xy^Z-y_051;Fe>t6UIcm+HS
zz6_oRzYkspzaPF#+>N(J#@m2=CGu-kzFzWO$S+6UH_sc_3b-Hs06Ym^1<!)7gcrdd
zgjd5Kf;Ypf;ob0u;ope6`DvB$M%?6$YZdZw@JHaO@EUk7{84x*d^Nll{usO!UJHLm
z-1Xlp{r4mPIPy_N-ngECC%~VCXTa;=1@Ncf74WCw4e)2+9q@X1Km1wvp!vSw#f`UL
z#_Jb1(dUp)f<F(>f;Yg6;A`Mj@E71s@E76h#a*9KQMT`H<QtI>TVQWD^b$M<{xUon
z{t7%B-UKg(uZ35`Uxhcr{|4`dH^akj_WFMf9s^$oPlo>;o(*q-7sJ=XtKqN1o8fQ3
zyWy?yZ^Yf>6)lffc(FIG4ampB--M^Y{{hc|x4}!`Z^3KeZ^K*Q|AcRbx5J0u;`RRy
zd=mU!cpCgYcpkh1e!aMxH^0nV1@aq_Z-BoK?|^>*?}vB7qi^-b^&vbF{t-MA{xQ4|
z-UY9OZ-O_%KY@3`KZOs#yW!EddHsI|PlSIC&xC&gFNF8NE8$<l8{uEUJK<l$2jIQ%
z=n}90Z{SJrZ{b<+@8Cu7&G2gY_wZ);5AbgIkMOYDy*~Tk!^GWsn<VS)B;<cWJ`Mge
zJP-a0ybRtCuY+%ax50mfZxnZZy1!pPfc$UBM=$ioI{;6F{|?WD{{b(A{|jCT_w8Vp
zWj;5;2f;hxgW&`49pKS-c>RaL6X83;GvPbI3*kG%E8*erM)(kTCwwS;0KN-6y434G
z0-gvT2G4}=3NM832Csw<hd07Uz`Nih;bDusK6i)5z}^22HOXZ7DCAEO9~#Jv4}4_E
zc9e_!9>|x%_k`ENqu{OZz2Lp@z2Omenr`ji^xX#@2akrQ!uN&e!bihP;rqdB;eL24
zd<?u7J{BHvm)HOP@Hlu3JQY3;o(mrjFM}TduZPFN+u;-7eej9!-^JbfkSFUybeT7<
z1CdXJ$H6n<2f+*B?tj>t%9Zd#kZ*)ff_K6v!w2Ap!lM^^{T~KTgvY}(;fKQu;YYwL
z;YY$7;R*0g_!Rg6{3v+z-CqAk!xQ0&@J#qI@Ituz-;crhhaZc4BRmP-37-ZZfFB3n
z@gCd1TdzuFy^0Yxhp6L`PlhMMv*9Pei{U52tKlcXo8c+&9{6;4c)2(KC&OdmGvF!k
zRCo^j6nH88RCq1?G<YjK4c-f%3I9pl&3}!|f8-KxT<(8+8cBfv1$8pu>F@&h8So1D
zneYbqS?~^c2D~4BHau#n*Z(>21o*k|40tBI0Dd040)9Tc0e%6z1D*vRfX{+Q-|O{1
z8=eTi5S|Ioh8Mywf>**XhBw0h3h#vHzz5)$z@sa?{x5|m!Y_ko!gJw;@XO(q@GIbr
z@GIe+@I3ecd=A{d%<KOucoO_-cs4vAUIM=cUIV`t-U7c4-UBayhu`P*c|ClDxZAFq
zqiil7`5TZ=hu;X#hZn-j;d9~3#ocn-WVwyV&qKZweiM8EUIdT6-y83Icp`iOJPUp^
zyck{#uZG_OZ-(Cr?}pz753BV0EP)Rbck|OL^D_zg+mTO$FNEj8?|_%VOX17J-E#Y7
zxedrKLcRljC%hki7d&dYH{LRM0(>z%1AaHW0Dcd=0$vVpfG>e}z?Z`N;rGI$R(Sna
zz!Tuh;2H4y;05se;T7;ocmsSnyaT=h-Vc8O9`%6Ne-(U;xO?0q_p-TU<X0k}4Sx_`
z41Wk-4X=hb!ykrs!&kw>s=WRmfycmW;K}eu;o0!j@M8F5@M?H1yczyDe1o`~&ls7{
zUgV!ZK4PUWcrnjopM=N3>)>hdr{MYUr{U%BXW;eldU!khS$H4(Ie6rQUjNU-<KYeP
zbod&0KKuoEIs8R<J-iX#4u1*W2Y(qJ`H<KDEAV)D6FeQh7M>4(6<!Yi8@wLg3~z_O
z2JeHfgGW|-{r?>v4{w2|!`H*};jhEX;cvj};jQp?_y%|%{7rb&!(RXYfG5D);2H3@
z;05rv;T7<I!W-c2@DBJp@J-@wyH1kr+PBK<|6SyVh`W56<l~Tk5BXGh2Rs+P5nc*^
zA6^Up0Nx7kguf&1`plF*`;h+-`N&7S@qPr4hkp!Dhj+pA;hW&)@K4|k@K52L@NW13
z{4;oTjo1I@@I?3*@Jx6Qyb%5+yb}Huyb=C2{55em{{=GtJ;?VWAO5J<|2Obh__y%M
z;;w$N)K5eHJLL1=o8e{f@8NauAK-29AK{zfeemI{y>a~np9KFIo(BH~o(J!Tm%+Ed
z>)^k_+u*;!H^T?u!yohd{~bOF{s%k_{x5hQ+!tnRn$KnM9pQEGo#1WoVerlHUE%Kk
omktgrYb1P9t?j}1?(j7DD0m)x4|o~e)LMMjpkU!T<?F=%2egBPU;qFB

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
index a5340b6..6de5e5d 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_task_template
@@ -14,7 +14,9 @@ $TASK_ARGS$
 $INTERTASK_INST$	
 }
 
-Task$NAME$::~Task$NAME$() {}
+Task$NAME$::~Task$NAME$() {
+$TASK_DESTR$
+}
 
 bool Task$NAME$::run(int procType, int tid) {
 $INPUT_MAT_DR$
@@ -38,8 +40,8 @@ $UPDATE_MAT_DR$
 
 void Task$NAME$::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
-	if (typeid(t) != typeid(this)) {
-		std::cout << "[Task$NAME$] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (dynamic_cast<Task$NAME$*>(t) == NULL) {
+		std::cout << "[Task$NAME$] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
 		return;
 	}
 
@@ -109,7 +111,7 @@ ReusableTask* Task$NAME$::clone() {
 	char *buff = new char[size];
 	this->serialize(buff);
 	retValue->deserialize(buff);
-	delete buff;
+	delete[] buff;
 
 	return retValue;
 }
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template
index d56eed6..3bddb17 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/source_template
@@ -10,6 +10,7 @@
 #include <string>
 #include <sstream>
 #include <typeinfo>
+#include <typeindex>
 
 /**************************************************************************************/
 /**************************** PipelineComponent functions *****************************/
@@ -37,14 +38,14 @@ $STAGE_OUTPUT_DR$
 	map<int, ReusableTask*> prev_map;
 	list<ReusableTask*> ordered_tasks;
 	for (list<ReusableTask*>::reverse_iterator task=tasks.rbegin(); task!=tasks.rend(); task++) {
-		cout << "[Segmentation] sending task " << (*task)->getId() << endl;
+		// cout << "[Segmentation] sending task " << (*task)->getId() << endl;
 		// generate a task copy and update the DR, getting the actual data
 		ReusableTask* t = (*task)->clone();
 		t->updateDR(inputRt);
 
 		// solve dependency if it isn't the first task
 		if (t->parentTask != -1) {
-			cout << "\t\t\t[Segmentation] setting dep of " << t->getId() << " to " << prev_map[t->parentTask]->getId() << endl;
+			// cout << "\t\t\t[Segmentation] setting dep of " << t->getId() << " to " << prev_map[t->parentTask]->getId() << endl;
 			t->addDependency(prev_map[t->parentTask]->getId());
 			t->resolveDependencies(prev_map[t->parentTask]);
 		}
@@ -57,6 +58,7 @@ $STAGE_OUTPUT_DR$
 	// send all tasks to be executed
 	for (ReusableTask* t : ordered_tasks) {
 		cout << "\t\t\t[Segmentation] sending task " << t->getId() << endl;
+		t->mock = false;
 		this->executeTask(t);
 	}
 
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/Segmentation.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/Segmentation.cpp
index c81048c..879b4ad 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/Segmentation.cpp
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/stages/Segmentation.cpp
@@ -10,6 +10,7 @@
 #include <string>
 #include <sstream>
 #include <typeinfo>
+#include <typeindex>
 
 /**************************************************************************************/
 /**************************** PipelineComponent functions *****************************/
@@ -117,14 +118,14 @@ int Segmentation::run() {
 	map<int, ReusableTask*> prev_map;
 	list<ReusableTask*> ordered_tasks;
 	for (list<ReusableTask*>::reverse_iterator task=tasks.rbegin(); task!=tasks.rend(); task++) {
-		cout << "[Segmentation] sending task " << (*task)->getId() << endl;
+		// cout << "[Segmentation] sending task " << (*task)->getId() << endl;
 		// generate a task copy and update the DR, getting the actual data
 		ReusableTask* t = (*task)->clone();
 		t->updateDR(inputRt);
 
 		// solve dependency if it isn't the first task
 		if (t->parentTask != -1) {
-			cout << "\t\t\t[Segmentation] setting dep of " << t->getId() << " to " << prev_map[t->parentTask]->getId() << endl;
+			// cout << "\t\t\t[Segmentation] setting dep of " << t->getId() << " to " << prev_map[t->parentTask]->getId() << endl;
 			t->addDependency(prev_map[t->parentTask]->getId());
 			t->resolveDependencies(prev_map[t->parentTask]);
 		}
@@ -141,10 +142,6 @@ int Segmentation::run() {
 		this->executeTask(t);
 	}
 
-	long long t = Util::ClockGetTime();
-	// cout << "[PROFILER] Seg (id | time in ms): " << this->getId() << " " << t << endl;
-	cout << "[EXEC_ORDER] segmentation " << this->getId() << endl;
-
 	return 0;
 }
 
@@ -217,7 +214,7 @@ TaskSegmentation0::TaskSegmentation0(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation0::~TaskSegmentation0() {
-	if (normalized_rt_temp.unique())
+	if (normalized_rt_temp.unique() && mock)
 		delete *normalized_rt_temp;
 }
 
@@ -241,21 +238,18 @@ bool TaskSegmentation0::run(int procType, int tid) {
 }
 
 void TaskSegmentation0::updateDR(RegionTemplate* rt) {
-	string name = (*this->normalized_rt_temp)->getName();
-	string sid = (*this->normalized_rt_temp)->getId();
-	int id = stoi((*this->normalized_rt_temp)->getId());
+	string name_normalized_rt_temp = (*this->normalized_rt_temp)->getName();
+	string sid_normalized_rt_temp = (*this->normalized_rt_temp)->getId();
+	int id_normalized_rt_temp = stoi((*this->normalized_rt_temp)->getId());
 	if (normalized_rt_temp != NULL)
 		delete *normalized_rt_temp;
-
-	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(
-		dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(name,sid, 0, id)));
-
+	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(name_normalized_rt_temp, sid_normalized_rt_temp, 0, id_normalized_rt_temp)));
 }
 
 void TaskSegmentation0::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
-	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation0] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (dynamic_cast<TaskSegmentation0*>(t) == NULL) {
+		std::cout << "[TaskSegmentation0] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
 		return;
 	}
 
@@ -264,9 +258,6 @@ void TaskSegmentation0::updateInterStageArgs(ReusableTask* t) {
 
 void TaskSegmentation0::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
-	if (typeid(t) != typeid(TaskSegmentation1)) {
-		std::cout << "[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
-	}
 
 	
 
@@ -470,7 +461,9 @@ TaskSegmentation1::TaskSegmentation1(list<ArgumentBase*> args, RegionTemplate* i
 	
 }
 
-TaskSegmentation1::~TaskSegmentation1() {}
+TaskSegmentation1::~TaskSegmentation1() {
+
+}
 
 bool TaskSegmentation1::run(int procType, int tid) {
 
@@ -497,8 +490,8 @@ void TaskSegmentation1::updateDR(RegionTemplate* rt) {
 
 void TaskSegmentation1::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
-	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (dynamic_cast<TaskSegmentation1*>(t) == NULL) {
+		std::cout << "[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
 		return;
 	}
 
@@ -509,8 +502,9 @@ void TaskSegmentation1::updateInterStageArgs(ReusableTask* t) {
 
 void TaskSegmentation1::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
-	if (typeid(t) != typeid(TaskSegmentation2)) {
-		std::cout << "[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (dynamic_cast<TaskSegmentation0*>(t) == NULL) {
+		std::cout << "[TaskSegmentation1] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
+		return;
 	}
 
 	
@@ -640,7 +634,9 @@ TaskSegmentation2::TaskSegmentation2(list<ArgumentBase*> args, RegionTemplate* i
 	
 }
 
-TaskSegmentation2::~TaskSegmentation2() {}
+TaskSegmentation2::~TaskSegmentation2() {
+
+}
 
 bool TaskSegmentation2::run(int procType, int tid) {
 
@@ -666,8 +662,8 @@ void TaskSegmentation2::updateDR(RegionTemplate* rt) {
 
 void TaskSegmentation2::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
-	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (dynamic_cast<TaskSegmentation2*>(t) == NULL) {
+		std::cout << "[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
 		return;
 	}
 
@@ -680,8 +676,9 @@ void TaskSegmentation2::updateInterStageArgs(ReusableTask* t) {
 
 void TaskSegmentation2::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
-	if (typeid(t) != typeid(TaskSegmentation3)) {
-		std::cout << "[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (dynamic_cast<TaskSegmentation1*>(t) == NULL) {
+		std::cout << "[TaskSegmentation2] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
+		return;
 	}
 
 	
@@ -822,7 +819,9 @@ TaskSegmentation3::TaskSegmentation3(list<ArgumentBase*> args, RegionTemplate* i
 	
 }
 
-TaskSegmentation3::~TaskSegmentation3() {}
+TaskSegmentation3::~TaskSegmentation3() {
+
+}
 
 bool TaskSegmentation3::run(int procType, int tid) {
 
@@ -847,8 +846,8 @@ void TaskSegmentation3::updateDR(RegionTemplate* rt) {
 
 void TaskSegmentation3::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
-	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (dynamic_cast<TaskSegmentation3*>(t) == NULL) {
+		std::cout << "[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
 		return;
 	}
 
@@ -860,8 +859,9 @@ void TaskSegmentation3::updateInterStageArgs(ReusableTask* t) {
 
 void TaskSegmentation3::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
-	if (typeid(t) != typeid(TaskSegmentation4)) {
-		std::cout << "[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (dynamic_cast<TaskSegmentation2*>(t) == NULL) {
+		std::cout << "[TaskSegmentation3] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
+		return;
 	}
 
 	
@@ -996,7 +996,9 @@ TaskSegmentation4::TaskSegmentation4(list<ArgumentBase*> args, RegionTemplate* i
 	
 }
 
-TaskSegmentation4::~TaskSegmentation4() {}
+TaskSegmentation4::~TaskSegmentation4() {
+
+}
 
 bool TaskSegmentation4::run(int procType, int tid) {
 
@@ -1021,8 +1023,8 @@ void TaskSegmentation4::updateDR(RegionTemplate* rt) {
 
 void TaskSegmentation4::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
-	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (dynamic_cast<TaskSegmentation4*>(t) == NULL) {
+		std::cout << "[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
 		return;
 	}
 
@@ -1034,8 +1036,9 @@ void TaskSegmentation4::updateInterStageArgs(ReusableTask* t) {
 
 void TaskSegmentation4::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
-	if (typeid(t) != typeid(TaskSegmentation5)) {
-		std::cout << "[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (dynamic_cast<TaskSegmentation3*>(t) == NULL) {
+		std::cout << "[TaskSegmentation4] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
+		return;
 	}
 
 	
@@ -1175,7 +1178,7 @@ TaskSegmentation5::TaskSegmentation5(list<ArgumentBase*> args, RegionTemplate* i
 }
 
 TaskSegmentation5::~TaskSegmentation5() {
-	if (normalized_rt_temp.unique())
+	if (normalized_rt_temp.unique() && mock)
 		delete *normalized_rt_temp;
 }
 
@@ -1198,21 +1201,18 @@ bool TaskSegmentation5::run(int procType, int tid) {
 }
 
 void TaskSegmentation5::updateDR(RegionTemplate* rt) {
-	string name = (*this->normalized_rt_temp)->getName();
-	string sid = (*this->normalized_rt_temp)->getId();
-	int id = stoi((*this->normalized_rt_temp)->getId());
+	string name_normalized_rt_temp = (*this->normalized_rt_temp)->getName();
+	string sid_normalized_rt_temp = (*this->normalized_rt_temp)->getId();
+	int id_normalized_rt_temp = stoi((*this->normalized_rt_temp)->getId());
 	if (normalized_rt_temp != NULL)
 		delete *normalized_rt_temp;
-
-	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(
-		dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(name,sid, 0, id)));
-
+	normalized_rt_temp = std::make_shared<DenseDataRegion2D*>(dynamic_cast<DenseDataRegion2D*>(rt->getDataRegion(name_normalized_rt_temp, sid_normalized_rt_temp, 0, id_normalized_rt_temp)));
 }
 
 void TaskSegmentation5::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
-	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (dynamic_cast<TaskSegmentation5*>(t) == NULL) {
+		std::cout << "[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
 		return;
 	}
 
@@ -1222,8 +1222,9 @@ void TaskSegmentation5::updateInterStageArgs(ReusableTask* t) {
 
 void TaskSegmentation5::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
-	if (typeid(t) != typeid(TaskSegmentation6)) {
-		std::cout << "[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (dynamic_cast<TaskSegmentation4*>(t) == NULL) {
+		std::cout << "[TaskSegmentation5] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
+		return;
 	}
 
 	
@@ -1440,8 +1441,8 @@ rt->insertDataRegion(*this->segmented_rt_temp);
 
 void TaskSegmentation6::updateInterStageArgs(ReusableTask* t) {
 	// verify if the tasks are compatible
-	if (typeid(t) != typeid(this)) {
-		std::cout << "[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks." << std::endl;
+	if (dynamic_cast<TaskSegmentation6*>(t) == NULL) {
+		std::cout << "[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
 		return;
 	}
 
@@ -1451,6 +1452,10 @@ void TaskSegmentation6::updateInterStageArgs(ReusableTask* t) {
 
 void TaskSegmentation6::resolveDependencies(ReusableTask* t) {
 	// verify if the task type is compatible
+	if (dynamic_cast<TaskSegmentation5*>(t) == NULL) {
+		std::cout << "[TaskSegmentation6] " << __FILE__ << ":" << __LINE__ <<" incompatible tasks: needed " << typeid(this).name() << " and got " << typeid(t).name() << std::endl;
+		return;
+	}
 
 	
 	this->seg_nonoverlap = ((TaskSegmentation5*)t)->seg_nonoverlap;

From d9b5d254c212921525e1cc06e9902a9a88f5b124 Mon Sep 17 00:00:00 2001
From: Willian <guns945@gmail.com>
Date: Thu, 27 Apr 2017 02:12:11 -0300
Subject: [PATCH 87/87] Forgot to add the jsoncpp source and to update the
 generator makefile.

---
 .../PipelineRTFS-NS-Diff-FGO/gen/Makefile     |    4 +-
 .../gen/json/jsoncpp.cpp                      | 5247 +++++++++++++++++
 2 files changed, 5249 insertions(+), 2 deletions(-)
 create mode 100644 runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/json/jsoncpp.cpp

diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
index 132c370..a90d15b 100644
--- a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/Makefile
@@ -4,12 +4,12 @@ all:
 	@g++ gen.cpp jsoncpp -std=c++11 -o gen.out
 	@./gen.out -d segmentation_desc
 	# @./gen.out -d normalization_desc
-	# @mv Segmentation.* ..
+	@mv Segmentation.* ../stages
 	# @mv NormalizationComp.* ..
 debug:
 	g++ -g -ggdb -gdwarf-2 gen.cpp jsoncpp -std=c++11 -o gen.out
 gen:
 	@./gen.out -d segmentation_desc
 	# @./gen.out -d normalization_desc
-	@mv Segmentation.* ..
+	@mv Segmentation.* ../stages
 	# @mv NormalizationComp.* ..
\ No newline at end of file
diff --git a/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/json/jsoncpp.cpp b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/json/jsoncpp.cpp
new file mode 100644
index 0000000..61ce71c
--- /dev/null
+++ b/runtime/regiontemplates/examples/PipelineRTFS-NS-Diff-FGO/gen/json/jsoncpp.cpp
@@ -0,0 +1,5247 @@
+/// Json-cpp amalgated source (http://jsoncpp.sourceforge.net/).
+/// It is intended to be used with #include "json/json.h"
+
+// //////////////////////////////////////////////////////////////////////
+// Beginning of content of file: LICENSE
+// //////////////////////////////////////////////////////////////////////
+
+/*
+The JsonCpp library's source code, including accompanying documentation, 
+tests and demonstration applications, are licensed under the following
+conditions...
+
+The author (Baptiste Lepilleur) explicitly disclaims copyright in all 
+jurisdictions which recognize such a disclaimer. In such jurisdictions, 
+this software is released into the Public Domain.
+
+In jurisdictions which do not recognize Public Domain property (e.g. Germany as of
+2010), this software is Copyright (c) 2007-2010 by Baptiste Lepilleur, and is
+released under the terms of the MIT License (see below).
+
+In jurisdictions which recognize Public Domain property, the user of this 
+software may choose to accept it either as 1) Public Domain, 2) under the 
+conditions of the MIT License (see below), or 3) under the terms of dual 
+Public Domain/MIT License conditions described here, as they choose.
+
+The MIT License is about as close to Public Domain as a license can get, and is
+described in clear, concise terms at:
+
+   http://en.wikipedia.org/wiki/MIT_License
+   
+The full text of the MIT License follows:
+
+========================================================================
+Copyright (c) 2007-2010 Baptiste Lepilleur
+
+Permission is hereby granted, free of charge, to any person
+obtaining a copy of this software and associated documentation
+files (the "Software"), to deal in the Software without
+restriction, including without limitation the rights to use, copy,
+modify, merge, publish, distribute, sublicense, and/or sell copies
+of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS
+BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
+ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
+CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+========================================================================
+(END LICENSE TEXT)
+
+The MIT license is compatible with both the GPL and commercial
+software, affording one all of the rights of Public Domain with the
+minor nuisance of being required to keep the above copyright notice
+and license text in the source code. Note also that by accepting the
+Public Domain "license" you can re-license your copy using whatever
+license you like.
+
+*/
+
+// //////////////////////////////////////////////////////////////////////
+// End of content of file: LICENSE
+// //////////////////////////////////////////////////////////////////////
+
+
+
+
+
+
+#include "json.h"
+
+#ifndef JSON_IS_AMALGAMATION
+#error "Compile with -I PATH_TO_JSON_DIRECTORY"
+#endif
+
+
+// //////////////////////////////////////////////////////////////////////
+// Beginning of content of file: src/lib_json/json_tool.h
+// //////////////////////////////////////////////////////////////////////
+
+// Copyright 2007-2010 Baptiste Lepilleur
+// Distributed under MIT license, or public domain if desired and
+// recognized in your jurisdiction.
+// See file LICENSE for detail or copy at http://jsoncpp.sourceforge.net/LICENSE
+
+#ifndef LIB_JSONCPP_JSON_TOOL_H_INCLUDED
+#define LIB_JSONCPP_JSON_TOOL_H_INCLUDED
+
+/* This header provides common string manipulation support, such as UTF-8,
+ * portable conversion from/to string...
+ *
+ * It is an internal header that must not be exposed.
+ */
+
+namespace Json {
+
+/// Converts a unicode code-point to UTF-8.
+static inline JSONCPP_STRING codePointToUTF8(unsigned int cp) {
+  JSONCPP_STRING result;
+
+  // based on description from http://en.wikipedia.org/wiki/UTF-8
+
+  if (cp <= 0x7f) {
+    result.resize(1);
+    result[0] = static_cast<char>(cp);
+  } else if (cp <= 0x7FF) {
+    result.resize(2);
+    result[1] = static_cast<char>(0x80 | (0x3f & cp));
+    result[0] = static_cast<char>(0xC0 | (0x1f & (cp >> 6)));
+  } else if (cp <= 0xFFFF) {
+    result.resize(3);
+    result[2] = static_cast<char>(0x80 | (0x3f & cp));
+    result[1] = static_cast<char>(0x80 | (0x3f & (cp >> 6)));
+    result[0] = static_cast<char>(0xE0 | (0xf & (cp >> 12)));
+  } else if (cp <= 0x10FFFF) {
+    result.resize(4);
+    result[3] = static_cast<char>(0x80 | (0x3f & cp));
+    result[2] = static_cast<char>(0x80 | (0x3f & (cp >> 6)));
+    result[1] = static_cast<char>(0x80 | (0x3f & (cp >> 12)));
+    result[0] = static_cast<char>(0xF0 | (0x7 & (cp >> 18)));
+  }
+
+  return result;
+}
+
+/// Returns true if ch is a control character (in range [1,31]).
+static inline bool isControlCharacter(char ch) { return ch > 0 && ch <= 0x1F; }
+
+enum {
+  /// Constant that specify the size of the buffer that must be passed to
+  /// uintToString.
+  uintToStringBufferSize = 3 * sizeof(LargestUInt) + 1
+};
+
+// Defines a char buffer for use with uintToString().
+typedef char UIntToStringBuffer[uintToStringBufferSize];
+
+/** Converts an unsigned integer to string.
+ * @param value Unsigned interger to convert to string
+ * @param current Input/Output string buffer.
+ *        Must have at least uintToStringBufferSize chars free.
+ */
+static inline void uintToString(LargestUInt value, char*& current) {
+  *--current = 0;
+  do {
+    *--current = static_cast<char>(value % 10U + static_cast<unsigned>('0'));
+    value /= 10;
+  } while (value != 0);
+}
+
+/** Change ',' to '.' everywhere in buffer.
+ *
+ * We had a sophisticated way, but it did not work in WinCE.
+ * @see https://github.com/open-source-parsers/jsoncpp/pull/9
+ */
+static inline void fixNumericLocale(char* begin, char* end) {
+  while (begin < end) {
+    if (*begin == ',') {
+      *begin = '.';
+    }
+    ++begin;
+  }
+}
+
+} // namespace Json {
+
+#endif // LIB_JSONCPP_JSON_TOOL_H_INCLUDED
+
+// //////////////////////////////////////////////////////////////////////
+// End of content of file: src/lib_json/json_tool.h
+// //////////////////////////////////////////////////////////////////////
+
+
+
+
+
+
+// //////////////////////////////////////////////////////////////////////
+// Beginning of content of file: src/lib_json/json_reader.cpp
+// //////////////////////////////////////////////////////////////////////
+
+// Copyright 2007-2011 Baptiste Lepilleur
+// Distributed under MIT license, or public domain if desired and
+// recognized in your jurisdiction.
+// See file LICENSE for detail or copy at http://jsoncpp.sourceforge.net/LICENSE
+
+#if !defined(JSON_IS_AMALGAMATION)
+#include <json/assertions.h>
+#include <json/reader.h>
+#include <json/value.h>
+#include "json_tool.h"
+#endif // if !defined(JSON_IS_AMALGAMATION)
+#include <utility>
+#include <cstdio>
+#include <cassert>
+#include <cstring>
+#include <istream>
+#include <sstream>
+#include <memory>
+#include <set>
+#include <limits>
+
+#if defined(_MSC_VER)
+#if !defined(WINCE) && defined(__STDC_SECURE_LIB__) && _MSC_VER >= 1500 // VC++ 9.0 and above 
+#define snprintf sprintf_s
+#elif _MSC_VER >= 1900 // VC++ 14.0 and above
+#define snprintf std::snprintf
+#else
+#define snprintf _snprintf
+#endif
+#elif defined(__ANDROID__) || defined(__QNXNTO__)
+#define snprintf snprintf
+#elif __cplusplus >= 201103L
+#if !defined(__MINGW32__) && !defined(__CYGWIN__)
+#define snprintf std::snprintf
+#endif
+#endif
+
+#if defined(__QNXNTO__)
+#define sscanf std::sscanf
+#endif
+
+#if defined(_MSC_VER) && _MSC_VER >= 1400 // VC++ 8.0
+// Disable warning about strdup being deprecated.
+#pragma warning(disable : 4996)
+#endif
+
+static int const stackLimit_g = 1000;
+static int       stackDepth_g = 0;  // see readValue()
+
+namespace Json {
+
+#if __cplusplus >= 201103L || (defined(_CPPLIB_VER) && _CPPLIB_VER >= 520)
+typedef std::unique_ptr<CharReader> CharReaderPtr;
+#else
+typedef std::auto_ptr<CharReader>   CharReaderPtr;
+#endif
+
+// Implementation of class Features
+// ////////////////////////////////
+
+Features::Features()
+    : allowComments_(true), strictRoot_(false),
+      allowDroppedNullPlaceholders_(false), allowNumericKeys_(false) {}
+
+Features Features::all() { return Features(); }
+
+Features Features::strictMode() {
+  Features features;
+  features.allowComments_ = false;
+  features.strictRoot_ = true;
+  features.allowDroppedNullPlaceholders_ = false;
+  features.allowNumericKeys_ = false;
+  return features;
+}
+
+// Implementation of class Reader
+// ////////////////////////////////
+
+static bool containsNewLine(Reader::Location begin, Reader::Location end) {
+  for (; begin < end; ++begin)
+    if (*begin == '\n' || *begin == '\r')
+      return true;
+  return false;
+}
+
+// Class Reader
+// //////////////////////////////////////////////////////////////////
+
+Reader::Reader()
+    : errors_(), document_(), begin_(), end_(), current_(), lastValueEnd_(),
+      lastValue_(), commentsBefore_(), features_(Features::all()),
+      collectComments_() {}
+
+Reader::Reader(const Features& features)
+    : errors_(), document_(), begin_(), end_(), current_(), lastValueEnd_(),
+      lastValue_(), commentsBefore_(), features_(features), collectComments_() {
+}
+
+bool
+Reader::parse(const std::string& document, Value& root, bool collectComments) {
+  JSONCPP_STRING documentCopy(document.data(), document.data() + document.capacity());
+  std::swap(documentCopy, document_);
+  const char* begin = document_.c_str();
+  const char* end = begin + document_.length();
+  return parse(begin, end, root, collectComments);
+}
+
+bool Reader::parse(std::istream& sin, Value& root, bool collectComments) {
+  // std::istream_iterator<char> begin(sin);
+  // std::istream_iterator<char> end;
+  // Those would allow streamed input from a file, if parse() were a
+  // template function.
+
+  // Since JSONCPP_STRING is reference-counted, this at least does not
+  // create an extra copy.
+  JSONCPP_STRING doc;
+  std::getline(sin, doc, (char)EOF);
+  return parse(doc.data(), doc.data() + doc.size(), root, collectComments);
+}
+
+bool Reader::parse(const char* beginDoc,
+                   const char* endDoc,
+                   Value& root,
+                   bool collectComments) {
+  if (!features_.allowComments_) {
+    collectComments = false;
+  }
+
+  begin_ = beginDoc;
+  end_ = endDoc;
+  collectComments_ = collectComments;
+  current_ = begin_;
+  lastValueEnd_ = 0;
+  lastValue_ = 0;
+  commentsBefore_ = "";
+  errors_.clear();
+  while (!nodes_.empty())
+    nodes_.pop();
+  nodes_.push(&root);
+
+  stackDepth_g = 0;  // Yes, this is bad coding, but options are limited.
+  bool successful = readValue();
+  Token token;
+  skipCommentTokens(token);
+  if (collectComments_ && !commentsBefore_.empty())
+    root.setComment(commentsBefore_, commentAfter);
+  if (features_.strictRoot_) {
+    if (!root.isArray() && !root.isObject()) {
+      // Set error location to start of doc, ideally should be first token found
+      // in doc
+      token.type_ = tokenError;
+      token.start_ = beginDoc;
+      token.end_ = endDoc;
+      addError(
+          "A valid JSON document must be either an array or an object value.",
+          token);
+      return false;
+    }
+  }
+  return successful;
+}
+
+bool Reader::readValue() {
+  // This is a non-reentrant way to support a stackLimit. Terrible!
+  // But this deprecated class has a security problem: Bad input can
+  // cause a seg-fault. This seems like a fair, binary-compatible way
+  // to prevent the problem.
+  if (stackDepth_g >= stackLimit_g) throwRuntimeError("Exceeded stackLimit in readValue().");
+  ++stackDepth_g;
+
+  Token token;
+  skipCommentTokens(token);
+  bool successful = true;
+
+  if (collectComments_ && !commentsBefore_.empty()) {
+    currentValue().setComment(commentsBefore_, commentBefore);
+    commentsBefore_ = "";
+  }
+
+  switch (token.type_) {
+  case tokenObjectBegin:
+    successful = readObject(token);
+    currentValue().setOffsetLimit(current_ - begin_);
+    break;
+  case tokenArrayBegin:
+    successful = readArray(token);
+    currentValue().setOffsetLimit(current_ - begin_);
+    break;
+  case tokenNumber:
+    successful = decodeNumber(token);
+    break;
+  case tokenString:
+    successful = decodeString(token);
+    break;
+  case tokenTrue:
+    {
+    Value v(true);
+    currentValue().swapPayload(v);
+    currentValue().setOffsetStart(token.start_ - begin_);
+    currentValue().setOffsetLimit(token.end_ - begin_);
+    }
+    break;
+  case tokenFalse:
+    {
+    Value v(false);
+    currentValue().swapPayload(v);
+    currentValue().setOffsetStart(token.start_ - begin_);
+    currentValue().setOffsetLimit(token.end_ - begin_);
+    }
+    break;
+  case tokenNull:
+    {
+    Value v;
+    currentValue().swapPayload(v);
+    currentValue().setOffsetStart(token.start_ - begin_);
+    currentValue().setOffsetLimit(token.end_ - begin_);
+    }
+    break;
+  case tokenArraySeparator:
+  case tokenObjectEnd:
+  case tokenArrayEnd:
+    if (features_.allowDroppedNullPlaceholders_) {
+      // "Un-read" the current token and mark the current value as a null
+      // token.
+      current_--;
+      Value v;
+      currentValue().swapPayload(v);
+      currentValue().setOffsetStart(current_ - begin_ - 1);
+      currentValue().setOffsetLimit(current_ - begin_);
+      break;
+    } // Else, fall through...
+  default:
+    currentValue().setOffsetStart(token.start_ - begin_);
+    currentValue().setOffsetLimit(token.end_ - begin_);
+    return addError("Syntax error: value, object or array expected.", token);
+  }
+
+  if (collectComments_) {
+    lastValueEnd_ = current_;
+    lastValue_ = &currentValue();
+  }
+
+  --stackDepth_g;
+  return successful;
+}
+
+void Reader::skipCommentTokens(Token& token) {
+  if (features_.allowComments_) {
+    do {
+      readToken(token);
+    } while (token.type_ == tokenComment);
+  } else {
+    readToken(token);
+  }
+}
+
+bool Reader::readToken(Token& token) {
+  skipSpaces();
+  token.start_ = current_;
+  Char c = getNextChar();
+  bool ok = true;
+  switch (c) {
+  case '{':
+    token.type_ = tokenObjectBegin;
+    break;
+  case '}':
+    token.type_ = tokenObjectEnd;
+    break;
+  case '[':
+    token.type_ = tokenArrayBegin;
+    break;
+  case ']':
+    token.type_ = tokenArrayEnd;
+    break;
+  case '"':
+    token.type_ = tokenString;
+    ok = readString();
+    break;
+  case '/':
+    token.type_ = tokenComment;
+    ok = readComment();
+    break;
+  case '0':
+  case '1':
+  case '2':
+  case '3':
+  case '4':
+  case '5':
+  case '6':
+  case '7':
+  case '8':
+  case '9':
+  case '-':
+    token.type_ = tokenNumber;
+    readNumber();
+    break;
+  case 't':
+    token.type_ = tokenTrue;
+    ok = match("rue", 3);
+    break;
+  case 'f':
+    token.type_ = tokenFalse;
+    ok = match("alse", 4);
+    break;
+  case 'n':
+    token.type_ = tokenNull;
+    ok = match("ull", 3);
+    break;
+  case ',':
+    token.type_ = tokenArraySeparator;
+    break;
+  case ':':
+    token.type_ = tokenMemberSeparator;
+    break;
+  case 0:
+    token.type_ = tokenEndOfStream;
+    break;
+  default:
+    ok = false;
+    break;
+  }
+  if (!ok)
+    token.type_ = tokenError;
+  token.end_ = current_;
+  return true;
+}
+
+void Reader::skipSpaces() {
+  while (current_ != end_) {
+    Char c = *current_;
+    if (c == ' ' || c == '\t' || c == '\r' || c == '\n')
+      ++current_;
+    else
+      break;
+  }
+}
+
+bool Reader::match(Location pattern, int patternLength) {
+  if (end_ - current_ < patternLength)
+    return false;
+  int index = patternLength;
+  while (index--)
+    if (current_[index] != pattern[index])
+      return false;
+  current_ += patternLength;
+  return true;
+}
+
+bool Reader::readComment() {
+  Location commentBegin = current_ - 1;
+  Char c = getNextChar();
+  bool successful = false;
+  if (c == '*')
+    successful = readCStyleComment();
+  else if (c == '/')
+    successful = readCppStyleComment();
+  if (!successful)
+    return false;
+
+  if (collectComments_) {
+    CommentPlacement placement = commentBefore;
+    if (lastValueEnd_ && !containsNewLine(lastValueEnd_, commentBegin)) {
+      if (c != '*' || !containsNewLine(commentBegin, current_))
+        placement = commentAfterOnSameLine;
+    }
+
+    addComment(commentBegin, current_, placement);
+  }
+  return true;
+}
+
+static JSONCPP_STRING normalizeEOL(Reader::Location begin, Reader::Location end) {
+  JSONCPP_STRING normalized;
+  normalized.reserve(static_cast<size_t>(end - begin));
+  Reader::Location current = begin;
+  while (current != end) {
+    char c = *current++;
+    if (c == '\r') {
+      if (current != end && *current == '\n')
+         // convert dos EOL
+         ++current;
+      // convert Mac EOL
+      normalized += '\n';
+    } else {
+      normalized += c;
+    }
+  }
+  return normalized;
+}
+
+void
+Reader::addComment(Location begin, Location end, CommentPlacement placement) {
+  assert(collectComments_);
+  const JSONCPP_STRING& normalized = normalizeEOL(begin, end);
+  if (placement == commentAfterOnSameLine) {
+    assert(lastValue_ != 0);
+    lastValue_->setComment(normalized, placement);
+  } else {
+    commentsBefore_ += normalized;
+  }
+}
+
+bool Reader::readCStyleComment() {
+  while (current_ != end_) {
+    Char c = getNextChar();
+    if (c == '*' && *current_ == '/')
+      break;
+  }
+  return getNextChar() == '/';
+}
+
+bool Reader::readCppStyleComment() {
+  while (current_ != end_) {
+    Char c = getNextChar();
+    if (c == '\n')
+      break;
+    if (c == '\r') {
+      // Consume DOS EOL. It will be normalized in addComment.
+      if (current_ != end_ && *current_ == '\n')
+        getNextChar();
+      // Break on Moc OS 9 EOL.
+      break;
+    }
+  }
+  return true;
+}
+
+void Reader::readNumber() {
+  const char *p = current_;
+  char c = '0'; // stopgap for already consumed character
+  // integral part
+  while (c >= '0' && c <= '9')
+    c = (current_ = p) < end_ ? *p++ : 0;
+  // fractional part
+  if (c == '.') {
+    c = (current_ = p) < end_ ? *p++ : 0;
+    while (c >= '0' && c <= '9')
+      c = (current_ = p) < end_ ? *p++ : 0;
+  }
+  // exponential part
+  if (c == 'e' || c == 'E') {
+    c = (current_ = p) < end_ ? *p++ : 0;
+    if (c == '+' || c == '-')
+      c = (current_ = p) < end_ ? *p++ : 0;
+    while (c >= '0' && c <= '9')
+      c = (current_ = p) < end_ ? *p++ : 0;
+  }
+}
+
+bool Reader::readString() {
+  Char c = 0;
+  while (current_ != end_) {
+    c = getNextChar();
+    if (c == '\\')
+      getNextChar();
+    else if (c == '"')
+      break;
+  }
+  return c == '"';
+}
+
+bool Reader::readObject(Token& tokenStart) {
+  Token tokenName;
+  JSONCPP_STRING name;
+  Value init(objectValue);
+  currentValue().swapPayload(init);
+  currentValue().setOffsetStart(tokenStart.start_ - begin_);
+  while (readToken(tokenName)) {
+    bool initialTokenOk = true;
+    while (tokenName.type_ == tokenComment && initialTokenOk)
+      initialTokenOk = readToken(tokenName);
+    if (!initialTokenOk)
+      break;
+    if (tokenName.type_ == tokenObjectEnd && name.empty()) // empty object
+      return true;
+    name = "";
+    if (tokenName.type_ == tokenString) {
+      if (!decodeString(tokenName, name))
+        return recoverFromError(tokenObjectEnd);
+    } else if (tokenName.type_ == tokenNumber && features_.allowNumericKeys_) {
+      Value numberName;
+      if (!decodeNumber(tokenName, numberName))
+        return recoverFromError(tokenObjectEnd);
+      name = JSONCPP_STRING(numberName.asCString());
+    } else {
+      break;
+    }
+
+    Token colon;
+    if (!readToken(colon) || colon.type_ != tokenMemberSeparator) {
+      return addErrorAndRecover(
+          "Missing ':' after object member name", colon, tokenObjectEnd);
+    }
+    Value& value = currentValue()[name];
+    nodes_.push(&value);
+    bool ok = readValue();
+    nodes_.pop();
+    if (!ok) // error already set
+      return recoverFromError(tokenObjectEnd);
+
+    Token comma;
+    if (!readToken(comma) ||
+        (comma.type_ != tokenObjectEnd && comma.type_ != tokenArraySeparator &&
+         comma.type_ != tokenComment)) {
+      return addErrorAndRecover(
+          "Missing ',' or '}' in object declaration", comma, tokenObjectEnd);
+    }
+    bool finalizeTokenOk = true;
+    while (comma.type_ == tokenComment && finalizeTokenOk)
+      finalizeTokenOk = readToken(comma);
+    if (comma.type_ == tokenObjectEnd)
+      return true;
+  }
+  return addErrorAndRecover(
+      "Missing '}' or object member name", tokenName, tokenObjectEnd);
+}
+
+bool Reader::readArray(Token& tokenStart) {
+  Value init(arrayValue);
+  currentValue().swapPayload(init);
+  currentValue().setOffsetStart(tokenStart.start_ - begin_);
+  skipSpaces();
+  if (*current_ == ']') // empty array
+  {
+    Token endArray;
+    readToken(endArray);
+    return true;
+  }
+  int index = 0;
+  for (;;) {
+    Value& value = currentValue()[index++];
+    nodes_.push(&value);
+    bool ok = readValue();
+    nodes_.pop();
+    if (!ok) // error already set
+      return recoverFromError(tokenArrayEnd);
+
+    Token token;
+    // Accept Comment after last item in the array.
+    ok = readToken(token);
+    while (token.type_ == tokenComment && ok) {
+      ok = readToken(token);
+    }
+    bool badTokenType =
+        (token.type_ != tokenArraySeparator && token.type_ != tokenArrayEnd);
+    if (!ok || badTokenType) {
+      return addErrorAndRecover(
+          "Missing ',' or ']' in array declaration", token, tokenArrayEnd);
+    }
+    if (token.type_ == tokenArrayEnd)
+      break;
+  }
+  return true;
+}
+
+bool Reader::decodeNumber(Token& token) {
+  Value decoded;
+  if (!decodeNumber(token, decoded))
+    return false;
+  currentValue().swapPayload(decoded);
+  currentValue().setOffsetStart(token.start_ - begin_);
+  currentValue().setOffsetLimit(token.end_ - begin_);
+  return true;
+}
+
+bool Reader::decodeNumber(Token& token, Value& decoded) {
+  // Attempts to parse the number as an integer. If the number is
+  // larger than the maximum supported value of an integer then
+  // we decode the number as a double.
+  Location current = token.start_;
+  bool isNegative = *current == '-';
+  if (isNegative)
+    ++current;
+  // TODO: Help the compiler do the div and mod at compile time or get rid of them.
+  Value::LargestUInt maxIntegerValue =
+      isNegative ? Value::LargestUInt(Value::maxLargestInt) + 1
+                 : Value::maxLargestUInt;
+  Value::LargestUInt threshold = maxIntegerValue / 10;
+  Value::LargestUInt value = 0;
+  while (current < token.end_) {
+    Char c = *current++;
+    if (c < '0' || c > '9')
+      return decodeDouble(token, decoded);
+    Value::UInt digit(static_cast<Value::UInt>(c - '0'));
+    if (value >= threshold) {
+      // We've hit or exceeded the max value divided by 10 (rounded down). If
+      // a) we've only just touched the limit, b) this is the last digit, and
+      // c) it's small enough to fit in that rounding delta, we're okay.
+      // Otherwise treat this number as a double to avoid overflow.
+      if (value > threshold || current != token.end_ ||
+          digit > maxIntegerValue % 10) {
+        return decodeDouble(token, decoded);
+      }
+    }
+    value = value * 10 + digit;
+  }
+  if (isNegative && value == maxIntegerValue)
+    decoded = Value::minLargestInt;
+  else if (isNegative)
+    decoded = -Value::LargestInt(value);
+  else if (value <= Value::LargestUInt(Value::maxInt))
+    decoded = Value::LargestInt(value);
+  else
+    decoded = value;
+  return true;
+}
+
+bool Reader::decodeDouble(Token& token) {
+  Value decoded;
+  if (!decodeDouble(token, decoded))
+    return false;
+  currentValue().swapPayload(decoded);
+  currentValue().setOffsetStart(token.start_ - begin_);
+  currentValue().setOffsetLimit(token.end_ - begin_);
+  return true;
+}
+
+bool Reader::decodeDouble(Token& token, Value& decoded) {
+  double value = 0;
+  JSONCPP_STRING buffer(token.start_, token.end_);
+  JSONCPP_ISTRINGSTREAM is(buffer);
+  if (!(is >> value))
+    return addError("'" + JSONCPP_STRING(token.start_, token.end_) +
+                        "' is not a number.",
+                    token);
+  decoded = value;
+  return true;
+}
+
+bool Reader::decodeString(Token& token) {
+  JSONCPP_STRING decoded_string;
+  if (!decodeString(token, decoded_string))
+    return false;
+  Value decoded(decoded_string);
+  currentValue().swapPayload(decoded);
+  currentValue().setOffsetStart(token.start_ - begin_);
+  currentValue().setOffsetLimit(token.end_ - begin_);
+  return true;
+}
+
+bool Reader::decodeString(Token& token, JSONCPP_STRING& decoded) {
+  decoded.reserve(static_cast<size_t>(token.end_ - token.start_ - 2));
+  Location current = token.start_ + 1; // skip '"'
+  Location end = token.end_ - 1;       // do not include '"'
+  while (current != end) {
+    Char c = *current++;
+    if (c == '"')
+      break;
+    else if (c == '\\') {
+      if (current == end)
+        return addError("Empty escape sequence in string", token, current);
+      Char escape = *current++;
+      switch (escape) {
+      case '"':
+        decoded += '"';
+        break;
+      case '/':
+        decoded += '/';
+        break;
+      case '\\':
+        decoded += '\\';
+        break;
+      case 'b':
+        decoded += '\b';
+        break;
+      case 'f':
+        decoded += '\f';
+        break;
+      case 'n':
+        decoded += '\n';
+        break;
+      case 'r':
+        decoded += '\r';
+        break;
+      case 't':
+        decoded += '\t';
+        break;
+      case 'u': {
+        unsigned int unicode;
+        if (!decodeUnicodeCodePoint(token, current, end, unicode))
+          return false;
+        decoded += codePointToUTF8(unicode);
+      } break;
+      default:
+        return addError("Bad escape sequence in string", token, current);
+      }
+    } else {
+      decoded += c;
+    }
+  }
+  return true;
+}
+
+bool Reader::decodeUnicodeCodePoint(Token& token,
+                                    Location& current,
+                                    Location end,
+                                    unsigned int& unicode) {
+
+  if (!decodeUnicodeEscapeSequence(token, current, end, unicode))
+    return false;
+  if (unicode >= 0xD800 && unicode <= 0xDBFF) {
+    // surrogate pairs
+    if (end - current < 6)
+      return addError(
+          "additional six characters expected to parse unicode surrogate pair.",
+          token,
+          current);
+    unsigned int surrogatePair;
+    if (*(current++) == '\\' && *(current++) == 'u') {
+      if (decodeUnicodeEscapeSequence(token, current, end, surrogatePair)) {
+        unicode = 0x10000 + ((unicode & 0x3FF) << 10) + (surrogatePair & 0x3FF);
+      } else
+        return false;
+    } else
+      return addError("expecting another \\u token to begin the second half of "
+                      "a unicode surrogate pair",
+                      token,
+                      current);
+  }
+  return true;
+}
+
+bool Reader::decodeUnicodeEscapeSequence(Token& token,
+                                         Location& current,
+                                         Location end,
+                                         unsigned int& ret_unicode) {
+  if (end - current < 4)
+    return addError(
+        "Bad unicode escape sequence in string: four digits expected.",
+        token,
+        current);
+  int unicode = 0;
+  for (int index = 0; index < 4; ++index) {
+    Char c = *current++;
+    unicode *= 16;
+    if (c >= '0' && c <= '9')
+      unicode += c - '0';
+    else if (c >= 'a' && c <= 'f')
+      unicode += c - 'a' + 10;
+    else if (c >= 'A' && c <= 'F')
+      unicode += c - 'A' + 10;
+    else
+      return addError(
+          "Bad unicode escape sequence in string: hexadecimal digit expected.",
+          token,
+          current);
+  }
+  ret_unicode = static_cast<unsigned int>(unicode);
+  return true;
+}
+
+bool
+Reader::addError(const JSONCPP_STRING& message, Token& token, Location extra) {
+  ErrorInfo info;
+  info.token_ = token;
+  info.message_ = message;
+  info.extra_ = extra;
+  errors_.push_back(info);
+  return false;
+}
+
+bool Reader::recoverFromError(TokenType skipUntilToken) {
+  size_t const errorCount = errors_.size();
+  Token skip;
+  for (;;) {
+    if (!readToken(skip))
+      errors_.resize(errorCount); // discard errors caused by recovery
+    if (skip.type_ == skipUntilToken || skip.type_ == tokenEndOfStream)
+      break;
+  }
+  errors_.resize(errorCount);
+  return false;
+}
+
+bool Reader::addErrorAndRecover(const JSONCPP_STRING& message,
+                                Token& token,
+                                TokenType skipUntilToken) {
+  addError(message, token);
+  return recoverFromError(skipUntilToken);
+}
+
+Value& Reader::currentValue() { return *(nodes_.top()); }
+
+Reader::Char Reader::getNextChar() {
+  if (current_ == end_)
+    return 0;
+  return *current_++;
+}
+
+void Reader::getLocationLineAndColumn(Location location,
+                                      int& line,
+                                      int& column) const {
+  Location current = begin_;
+  Location lastLineStart = current;
+  line = 0;
+  while (current < location && current != end_) {
+    Char c = *current++;
+    if (c == '\r') {
+      if (*current == '\n')
+        ++current;
+      lastLineStart = current;
+      ++line;
+    } else if (c == '\n') {
+      lastLineStart = current;
+      ++line;
+    }
+  }
+  // column & line start at 1
+  column = int(location - lastLineStart) + 1;
+  ++line;
+}
+
+JSONCPP_STRING Reader::getLocationLineAndColumn(Location location) const {
+  int line, column;
+  getLocationLineAndColumn(location, line, column);
+  char buffer[18 + 16 + 16 + 1];
+  snprintf(buffer, sizeof(buffer), "Line %d, Column %d", line, column);
+  return buffer;
+}
+
+// Deprecated. Preserved for backward compatibility
+JSONCPP_STRING Reader::getFormatedErrorMessages() const {
+  return getFormattedErrorMessages();
+}
+
+JSONCPP_STRING Reader::getFormattedErrorMessages() const {
+  JSONCPP_STRING formattedMessage;
+  for (Errors::const_iterator itError = errors_.begin();
+       itError != errors_.end();
+       ++itError) {
+    const ErrorInfo& error = *itError;
+    formattedMessage +=
+        "* " + getLocationLineAndColumn(error.token_.start_) + "\n";
+    formattedMessage += "  " + error.message_ + "\n";
+    if (error.extra_)
+      formattedMessage +=
+          "See " + getLocationLineAndColumn(error.extra_) + " for detail.\n";
+  }
+  return formattedMessage;
+}
+
+std::vector<Reader::StructuredError> Reader::getStructuredErrors() const {
+  std::vector<Reader::StructuredError> allErrors;
+  for (Errors::const_iterator itError = errors_.begin();
+       itError != errors_.end();
+       ++itError) {
+    const ErrorInfo& error = *itError;
+    Reader::StructuredError structured;
+    structured.offset_start = error.token_.start_ - begin_;
+    structured.offset_limit = error.token_.end_ - begin_;
+    structured.message = error.message_;
+    allErrors.push_back(structured);
+  }
+  return allErrors;
+}
+
+bool Reader::pushError(const Value& value, const JSONCPP_STRING& message) {
+  ptrdiff_t const length = end_ - begin_;
+  if(value.getOffsetStart() > length
+    || value.getOffsetLimit() > length)
+    return false;
+  Token token;
+  token.type_ = tokenError;
+  token.start_ = begin_ + value.getOffsetStart();
+  token.end_ = end_ + value.getOffsetLimit();
+  ErrorInfo info;
+  info.token_ = token;
+  info.message_ = message;
+  info.extra_ = 0;
+  errors_.push_back(info);
+  return true;
+}
+
+bool Reader::pushError(const Value& value, const JSONCPP_STRING& message, const Value& extra) {
+  ptrdiff_t const length = end_ - begin_;
+  if(value.getOffsetStart() > length
+    || value.getOffsetLimit() > length
+    || extra.getOffsetLimit() > length)
+    return false;
+  Token token;
+  token.type_ = tokenError;
+  token.start_ = begin_ + value.getOffsetStart();
+  token.end_ = begin_ + value.getOffsetLimit();
+  ErrorInfo info;
+  info.token_ = token;
+  info.message_ = message;
+  info.extra_ = begin_ + extra.getOffsetStart();
+  errors_.push_back(info);
+  return true;
+}
+
+bool Reader::good() const {
+  return !errors_.size();
+}
+
+// exact copy of Features
+class OurFeatures {
+public:
+  static OurFeatures all();
+  bool allowComments_;
+  bool strictRoot_;
+  bool allowDroppedNullPlaceholders_;
+  bool allowNumericKeys_;
+  bool allowSingleQuotes_;
+  bool failIfExtra_;
+  bool rejectDupKeys_;
+  bool allowSpecialFloats_;
+  int stackLimit_;
+};  // OurFeatures
+
+// exact copy of Implementation of class Features
+// ////////////////////////////////
+
+OurFeatures OurFeatures::all() { return OurFeatures(); }
+
+// Implementation of class Reader
+// ////////////////////////////////
+
+// exact copy of Reader, renamed to OurReader
+class OurReader {
+public:
+  typedef char Char;
+  typedef const Char* Location;
+  struct StructuredError {
+    ptrdiff_t offset_start;
+    ptrdiff_t offset_limit;
+    JSONCPP_STRING message;
+  };
+
+  OurReader(OurFeatures const& features);
+  bool parse(const char* beginDoc,
+             const char* endDoc,
+             Value& root,
+             bool collectComments = true);
+  JSONCPP_STRING getFormattedErrorMessages() const;
+  std::vector<StructuredError> getStructuredErrors() const;
+  bool pushError(const Value& value, const JSONCPP_STRING& message);
+  bool pushError(const Value& value, const JSONCPP_STRING& message, const Value& extra);
+  bool good() const;
+
+private:
+  OurReader(OurReader const&);  // no impl
+  void operator=(OurReader const&);  // no impl
+
+  enum TokenType {
+    tokenEndOfStream = 0,
+    tokenObjectBegin,
+    tokenObjectEnd,
+    tokenArrayBegin,
+    tokenArrayEnd,
+    tokenString,
+    tokenNumber,
+    tokenTrue,
+    tokenFalse,
+    tokenNull,
+    tokenNaN,
+    tokenPosInf,
+    tokenNegInf,
+    tokenArraySeparator,
+    tokenMemberSeparator,
+    tokenComment,
+    tokenError
+  };
+
+  class Token {
+  public:
+    TokenType type_;
+    Location start_;
+    Location end_;
+  };
+
+  class ErrorInfo {
+  public:
+    Token token_;
+    JSONCPP_STRING message_;
+    Location extra_;
+  };
+
+  typedef std::deque<ErrorInfo> Errors;
+
+  bool readToken(Token& token);
+  void skipSpaces();
+  bool match(Location pattern, int patternLength);
+  bool readComment();
+  bool readCStyleComment();
+  bool readCppStyleComment();
+  bool readString();
+  bool readStringSingleQuote();
+  bool readNumber(bool checkInf);
+  bool readValue();
+  bool readObject(Token& token);
+  bool readArray(Token& token);
+  bool decodeNumber(Token& token);
+  bool decodeNumber(Token& token, Value& decoded);
+  bool decodeString(Token& token);
+  bool decodeString(Token& token, JSONCPP_STRING& decoded);
+  bool decodeDouble(Token& token);
+  bool decodeDouble(Token& token, Value& decoded);
+  bool decodeUnicodeCodePoint(Token& token,
+                              Location& current,
+                              Location end,
+                              unsigned int& unicode);
+  bool decodeUnicodeEscapeSequence(Token& token,
+                                   Location& current,
+                                   Location end,
+                                   unsigned int& unicode);
+  bool addError(const JSONCPP_STRING& message, Token& token, Location extra = 0);
+  bool recoverFromError(TokenType skipUntilToken);
+  bool addErrorAndRecover(const JSONCPP_STRING& message,
+                          Token& token,
+                          TokenType skipUntilToken);
+  void skipUntilSpace();
+  Value& currentValue();
+  Char getNextChar();
+  void
+  getLocationLineAndColumn(Location location, int& line, int& column) const;
+  JSONCPP_STRING getLocationLineAndColumn(Location location) const;
+  void addComment(Location begin, Location end, CommentPlacement placement);
+  void skipCommentTokens(Token& token);
+
+  typedef std::stack<Value*> Nodes;
+  Nodes nodes_;
+  Errors errors_;
+  JSONCPP_STRING document_;
+  Location begin_;
+  Location end_;
+  Location current_;
+  Location lastValueEnd_;
+  Value* lastValue_;
+  JSONCPP_STRING commentsBefore_;
+  int stackDepth_;
+
+  OurFeatures const features_;
+  bool collectComments_;
+};  // OurReader
+
+// complete copy of Read impl, for OurReader
+
+OurReader::OurReader(OurFeatures const& features)
+    : errors_(), document_(), begin_(), end_(), current_(), lastValueEnd_(),
+      lastValue_(), commentsBefore_(),
+      stackDepth_(0),
+      features_(features), collectComments_() {
+}
+
+bool OurReader::parse(const char* beginDoc,
+                   const char* endDoc,
+                   Value& root,
+                   bool collectComments) {
+  if (!features_.allowComments_) {
+    collectComments = false;
+  }
+
+  begin_ = beginDoc;
+  end_ = endDoc;
+  collectComments_ = collectComments;
+  current_ = begin_;
+  lastValueEnd_ = 0;
+  lastValue_ = 0;
+  commentsBefore_ = "";
+  errors_.clear();
+  while (!nodes_.empty())
+    nodes_.pop();
+  nodes_.push(&root);
+
+  stackDepth_ = 0;
+  bool successful = readValue();
+  Token token;
+  skipCommentTokens(token);
+  if (features_.failIfExtra_) {
+    if (token.type_ != tokenError && token.type_ != tokenEndOfStream) {
+      addError("Extra non-whitespace after JSON value.", token);
+      return false;
+    }
+  }
+  if (collectComments_ && !commentsBefore_.empty())
+    root.setComment(commentsBefore_, commentAfter);
+  if (features_.strictRoot_) {
+    if (!root.isArray() && !root.isObject()) {
+      // Set error location to start of doc, ideally should be first token found
+      // in doc
+      token.type_ = tokenError;
+      token.start_ = beginDoc;
+      token.end_ = endDoc;
+      addError(
+          "A valid JSON document must be either an array or an object value.",
+          token);
+      return false;
+    }
+  }
+  return successful;
+}
+
+bool OurReader::readValue() {
+  if (stackDepth_ >= features_.stackLimit_) throwRuntimeError("Exceeded stackLimit in readValue().");
+  ++stackDepth_;
+  Token token;
+  skipCommentTokens(token);
+  bool successful = true;
+
+  if (collectComments_ && !commentsBefore_.empty()) {
+    currentValue().setComment(commentsBefore_, commentBefore);
+    commentsBefore_ = "";
+  }
+
+  switch (token.type_) {
+  case tokenObjectBegin:
+    successful = readObject(token);
+    currentValue().setOffsetLimit(current_ - begin_);
+    break;
+  case tokenArrayBegin:
+    successful = readArray(token);
+    currentValue().setOffsetLimit(current_ - begin_);
+    break;
+  case tokenNumber:
+    successful = decodeNumber(token);
+    break;
+  case tokenString:
+    successful = decodeString(token);
+    break;
+  case tokenTrue:
+    {
+    Value v(true);
+    currentValue().swapPayload(v);
+    currentValue().setOffsetStart(token.start_ - begin_);
+    currentValue().setOffsetLimit(token.end_ - begin_);
+    }
+    break;
+  case tokenFalse:
+    {
+    Value v(false);
+    currentValue().swapPayload(v);
+    currentValue().setOffsetStart(token.start_ - begin_);
+    currentValue().setOffsetLimit(token.end_ - begin_);
+    }
+    break;
+  case tokenNull:
+    {
+    Value v;
+    currentValue().swapPayload(v);
+    currentValue().setOffsetStart(token.start_ - begin_);
+    currentValue().setOffsetLimit(token.end_ - begin_);
+    }
+    break;
+  case tokenNaN:
+    {
+    Value v(std::numeric_limits<double>::quiet_NaN());
+    currentValue().swapPayload(v);
+    currentValue().setOffsetStart(token.start_ - begin_);
+    currentValue().setOffsetLimit(token.end_ - begin_);
+    }
+    break;
+  case tokenPosInf:
+    {
+    Value v(std::numeric_limits<double>::infinity());
+    currentValue().swapPayload(v);
+    currentValue().setOffsetStart(token.start_ - begin_);
+    currentValue().setOffsetLimit(token.end_ - begin_);
+    }
+    break;
+  case tokenNegInf:
+    {
+    Value v(-std::numeric_limits<double>::infinity());
+    currentValue().swapPayload(v);
+    currentValue().setOffsetStart(token.start_ - begin_);
+    currentValue().setOffsetLimit(token.end_ - begin_);
+    }
+    break;
+  case tokenArraySeparator:
+  case tokenObjectEnd:
+  case tokenArrayEnd:
+    if (features_.allowDroppedNullPlaceholders_) {
+      // "Un-read" the current token and mark the current value as a null
+      // token.
+      current_--;
+      Value v;
+      currentValue().swapPayload(v);
+      currentValue().setOffsetStart(current_ - begin_ - 1);
+      currentValue().setOffsetLimit(current_ - begin_);
+      break;
+    } // else, fall through ...
+  default:
+    currentValue().setOffsetStart(token.start_ - begin_);
+    currentValue().setOffsetLimit(token.end_ - begin_);
+    return addError("Syntax error: value, object or array expected.", token);
+  }
+
+  if (collectComments_) {
+    lastValueEnd_ = current_;
+    lastValue_ = &currentValue();
+  }
+
+  --stackDepth_;
+  return successful;
+}
+
+void OurReader::skipCommentTokens(Token& token) {
+  if (features_.allowComments_) {
+    do {
+      readToken(token);
+    } while (token.type_ == tokenComment);
+  } else {
+    readToken(token);
+  }
+}
+
+bool OurReader::readToken(Token& token) {
+  skipSpaces();
+  token.start_ = current_;
+  Char c = getNextChar();
+  bool ok = true;
+  switch (c) {
+  case '{':
+    token.type_ = tokenObjectBegin;
+    break;
+  case '}':
+    token.type_ = tokenObjectEnd;
+    break;
+  case '[':
+    token.type_ = tokenArrayBegin;
+    break;
+  case ']':
+    token.type_ = tokenArrayEnd;
+    break;
+  case '"':
+    token.type_ = tokenString;
+    ok = readString();
+    break;
+  case '\'':
+    if (features_.allowSingleQuotes_) {
+    token.type_ = tokenString;
+    ok = readStringSingleQuote();
+    break;
+    } // else continue
+  case '/':
+    token.type_ = tokenComment;
+    ok = readComment();
+    break;
+  case '0':
+  case '1':
+  case '2':
+  case '3':
+  case '4':
+  case '5':
+  case '6':
+  case '7':
+  case '8':
+  case '9':
+    token.type_ = tokenNumber;
+    readNumber(false);
+    break;
+  case '-':
+    if (readNumber(true)) {
+      token.type_ = tokenNumber;
+    } else {
+      token.type_ = tokenNegInf;
+      ok = features_.allowSpecialFloats_ && match("nfinity", 7);
+    }
+    break;
+  case 't':
+    token.type_ = tokenTrue;
+    ok = match("rue", 3);
+    break;
+  case 'f':
+    token.type_ = tokenFalse;
+    ok = match("alse", 4);
+    break;
+  case 'n':
+    token.type_ = tokenNull;
+    ok = match("ull", 3);
+    break;
+  case 'N':
+    if (features_.allowSpecialFloats_) {
+      token.type_ = tokenNaN;
+      ok = match("aN", 2);
+    } else {
+      ok = false;
+    }
+    break;
+  case 'I':
+    if (features_.allowSpecialFloats_) {
+      token.type_ = tokenPosInf;
+      ok = match("nfinity", 7);
+    } else {
+      ok = false;
+    }
+    break;
+  case ',':
+    token.type_ = tokenArraySeparator;
+    break;
+  case ':':
+    token.type_ = tokenMemberSeparator;
+    break;
+  case 0:
+    token.type_ = tokenEndOfStream;
+    break;
+  default:
+    ok = false;
+    break;
+  }
+  if (!ok)
+    token.type_ = tokenError;
+  token.end_ = current_;
+  return true;
+}
+
+void OurReader::skipSpaces() {
+  while (current_ != end_) {
+    Char c = *current_;
+    if (c == ' ' || c == '\t' || c == '\r' || c == '\n')
+      ++current_;
+    else
+      break;
+  }
+}
+
+bool OurReader::match(Location pattern, int patternLength) {
+  if (end_ - current_ < patternLength)
+    return false;
+  int index = patternLength;
+  while (index--)
+    if (current_[index] != pattern[index])
+      return false;
+  current_ += patternLength;
+  return true;
+}
+
+bool OurReader::readComment() {
+  Location commentBegin = current_ - 1;
+  Char c = getNextChar();
+  bool successful = false;
+  if (c == '*')
+    successful = readCStyleComment();
+  else if (c == '/')
+    successful = readCppStyleComment();
+  if (!successful)
+    return false;
+
+  if (collectComments_) {
+    CommentPlacement placement = commentBefore;
+    if (lastValueEnd_ && !containsNewLine(lastValueEnd_, commentBegin)) {
+      if (c != '*' || !containsNewLine(commentBegin, current_))
+        placement = commentAfterOnSameLine;
+    }
+
+    addComment(commentBegin, current_, placement);
+  }
+  return true;
+}
+
+void
+OurReader::addComment(Location begin, Location end, CommentPlacement placement) {
+  assert(collectComments_);
+  const JSONCPP_STRING& normalized = normalizeEOL(begin, end);
+  if (placement == commentAfterOnSameLine) {
+    assert(lastValue_ != 0);
+    lastValue_->setComment(normalized, placement);
+  } else {
+    commentsBefore_ += normalized;
+  }
+}
+
+bool OurReader::readCStyleComment() {
+  while (current_ != end_) {
+    Char c = getNextChar();
+    if (c == '*' && *current_ == '/')
+      break;
+  }
+  return getNextChar() == '/';
+}
+
+bool OurReader::readCppStyleComment() {
+  while (current_ != end_) {
+    Char c = getNextChar();
+    if (c == '\n')
+      break;
+    if (c == '\r') {
+      // Consume DOS EOL. It will be normalized in addComment.
+      if (current_ != end_ && *current_ == '\n')
+        getNextChar();
+      // Break on Moc OS 9 EOL.
+      break;
+    }
+  }
+  return true;
+}
+
+bool OurReader::readNumber(bool checkInf) {
+  const char *p = current_;
+  if (checkInf && p != end_ && *p == 'I') {
+    current_ = ++p;
+    return false;
+  }
+  char c = '0'; // stopgap for already consumed character
+  // integral part
+  while (c >= '0' && c <= '9')
+    c = (current_ = p) < end_ ? *p++ : 0;
+  // fractional part
+  if (c == '.') {
+    c = (current_ = p) < end_ ? *p++ : 0;
+    while (c >= '0' && c <= '9')
+      c = (current_ = p) < end_ ? *p++ : 0;
+  }
+  // exponential part
+  if (c == 'e' || c == 'E') {
+    c = (current_ = p) < end_ ? *p++ : 0;
+    if (c == '+' || c == '-')
+      c = (current_ = p) < end_ ? *p++ : 0;
+    while (c >= '0' && c <= '9')
+      c = (current_ = p) < end_ ? *p++ : 0;
+  }
+  return true;
+}
+bool OurReader::readString() {
+  Char c = 0;
+  while (current_ != end_) {
+    c = getNextChar();
+    if (c == '\\')
+      getNextChar();
+    else if (c == '"')
+      break;
+  }
+  return c == '"';
+}
+
+
+bool OurReader::readStringSingleQuote() {
+  Char c = 0;
+  while (current_ != end_) {
+    c = getNextChar();
+    if (c == '\\')
+      getNextChar();
+    else if (c == '\'')
+      break;
+  }
+  return c == '\'';
+}
+
+bool OurReader::readObject(Token& tokenStart) {
+  Token tokenName;
+  JSONCPP_STRING name;
+  Value init(objectValue);
+  currentValue().swapPayload(init);
+  currentValue().setOffsetStart(tokenStart.start_ - begin_);
+  while (readToken(tokenName)) {
+    bool initialTokenOk = true;
+    while (tokenName.type_ == tokenComment && initialTokenOk)
+      initialTokenOk = readToken(tokenName);
+    if (!initialTokenOk)
+      break;
+    if (tokenName.type_ == tokenObjectEnd && name.empty()) // empty object
+      return true;
+    name = "";
+    if (tokenName.type_ == tokenString) {
+      if (!decodeString(tokenName, name))
+        return recoverFromError(tokenObjectEnd);
+    } else if (tokenName.type_ == tokenNumber && features_.allowNumericKeys_) {
+      Value numberName;
+      if (!decodeNumber(tokenName, numberName))
+        return recoverFromError(tokenObjectEnd);
+      name = numberName.asString();
+    } else {
+      break;
+    }
+
+    Token colon;
+    if (!readToken(colon) || colon.type_ != tokenMemberSeparator) {
+      return addErrorAndRecover(
+          "Missing ':' after object member name", colon, tokenObjectEnd);
+    }
+    if (name.length() >= (1U<<30)) throwRuntimeError("keylength >= 2^30");
+    if (features_.rejectDupKeys_ && currentValue().isMember(name)) {
+      JSONCPP_STRING msg = "Duplicate key: '" + name + "'";
+      return addErrorAndRecover(
+          msg, tokenName, tokenObjectEnd);
+    }
+    Value& value = currentValue()[name];
+    nodes_.push(&value);
+    bool ok = readValue();
+    nodes_.pop();
+    if (!ok) // error already set
+      return recoverFromError(tokenObjectEnd);
+
+    Token comma;
+    if (!readToken(comma) ||
+        (comma.type_ != tokenObjectEnd && comma.type_ != tokenArraySeparator &&
+         comma.type_ != tokenComment)) {
+      return addErrorAndRecover(
+          "Missing ',' or '}' in object declaration", comma, tokenObjectEnd);
+    }
+    bool finalizeTokenOk = true;
+    while (comma.type_ == tokenComment && finalizeTokenOk)
+      finalizeTokenOk = readToken(comma);
+    if (comma.type_ == tokenObjectEnd)
+      return true;
+  }
+  return addErrorAndRecover(
+      "Missing '}' or object member name", tokenName, tokenObjectEnd);
+}
+
+bool OurReader::readArray(Token& tokenStart) {
+  Value init(arrayValue);
+  currentValue().swapPayload(init);
+  currentValue().setOffsetStart(tokenStart.start_ - begin_);
+  skipSpaces();
+  if (*current_ == ']') // empty array
+  {
+    Token endArray;
+    readToken(endArray);
+    return true;
+  }
+  int index = 0;
+  for (;;) {
+    Value& value = currentValue()[index++];
+    nodes_.push(&value);
+    bool ok = readValue();
+    nodes_.pop();
+    if (!ok) // error already set
+      return recoverFromError(tokenArrayEnd);
+
+    Token token;
+    // Accept Comment after last item in the array.
+    ok = readToken(token);
+    while (token.type_ == tokenComment && ok) {
+      ok = readToken(token);
+    }
+    bool badTokenType =
+        (token.type_ != tokenArraySeparator && token.type_ != tokenArrayEnd);
+    if (!ok || badTokenType) {
+      return addErrorAndRecover(
+          "Missing ',' or ']' in array declaration", token, tokenArrayEnd);
+    }
+    if (token.type_ == tokenArrayEnd)
+      break;
+  }
+  return true;
+}
+
+bool OurReader::decodeNumber(Token& token) {
+  Value decoded;
+  if (!decodeNumber(token, decoded))
+    return false;
+  currentValue().swapPayload(decoded);
+  currentValue().setOffsetStart(token.start_ - begin_);
+  currentValue().setOffsetLimit(token.end_ - begin_);
+  return true;
+}
+
+bool OurReader::decodeNumber(Token& token, Value& decoded) {
+  // Attempts to parse the number as an integer. If the number is
+  // larger than the maximum supported value of an integer then
+  // we decode the number as a double.
+  Location current = token.start_;
+  bool isNegative = *current == '-';
+  if (isNegative)
+    ++current;
+  // TODO: Help the compiler do the div and mod at compile time or get rid of them.
+  Value::LargestUInt maxIntegerValue =
+      isNegative ? Value::LargestUInt(-Value::minLargestInt)
+                 : Value::maxLargestUInt;
+  Value::LargestUInt threshold = maxIntegerValue / 10;
+  Value::LargestUInt value = 0;
+  while (current < token.end_) {
+    Char c = *current++;
+    if (c < '0' || c > '9')
+      return decodeDouble(token, decoded);
+    Value::UInt digit(static_cast<Value::UInt>(c - '0'));
+    if (value >= threshold) {
+      // We've hit or exceeded the max value divided by 10 (rounded down). If
+      // a) we've only just touched the limit, b) this is the last digit, and
+      // c) it's small enough to fit in that rounding delta, we're okay.
+      // Otherwise treat this number as a double to avoid overflow.
+      if (value > threshold || current != token.end_ ||
+          digit > maxIntegerValue % 10) {
+        return decodeDouble(token, decoded);
+      }
+    }
+    value = value * 10 + digit;
+  }
+  if (isNegative)
+    decoded = -Value::LargestInt(value);
+  else if (value <= Value::LargestUInt(Value::maxInt))
+    decoded = Value::LargestInt(value);
+  else
+    decoded = value;
+  return true;
+}
+
+bool OurReader::decodeDouble(Token& token) {
+  Value decoded;
+  if (!decodeDouble(token, decoded))
+    return false;
+  currentValue().swapPayload(decoded);
+  currentValue().setOffsetStart(token.start_ - begin_);
+  currentValue().setOffsetLimit(token.end_ - begin_);
+  return true;
+}
+
+bool OurReader::decodeDouble(Token& token, Value& decoded) {
+  double value = 0;
+  const int bufferSize = 32;
+  int count;
+  ptrdiff_t const length = token.end_ - token.start_;
+
+  // Sanity check to avoid buffer overflow exploits.
+  if (length < 0) {
+    return addError("Unable to parse token length", token);
+  }
+  size_t const ulength = static_cast<size_t>(length);
+
+  // Avoid using a string constant for the format control string given to
+  // sscanf, as this can cause hard to debug crashes on OS X. See here for more
+  // info:
+  //
+  //     http://developer.apple.com/library/mac/#DOCUMENTATION/DeveloperTools/gcc-4.0.1/gcc/Incompatibilities.html
+  char format[] = "%lf";
+
+  if (length <= bufferSize) {
+    Char buffer[bufferSize + 1];
+    memcpy(buffer, token.start_, ulength);
+    buffer[length] = 0;
+    count = sscanf(buffer, format, &value);
+  } else {
+    JSONCPP_STRING buffer(token.start_, token.end_);
+    count = sscanf(buffer.c_str(), format, &value);
+  }
+
+  if (count != 1)
+    return addError("'" + JSONCPP_STRING(token.start_, token.end_) +
+                        "' is not a number.",
+                    token);
+  decoded = value;
+  return true;
+}
+
+bool OurReader::decodeString(Token& token) {
+  JSONCPP_STRING decoded_string;
+  if (!decodeString(token, decoded_string))
+    return false;
+  Value decoded(decoded_string);
+  currentValue().swapPayload(decoded);
+  currentValue().setOffsetStart(token.start_ - begin_);
+  currentValue().setOffsetLimit(token.end_ - begin_);
+  return true;
+}
+
+bool OurReader::decodeString(Token& token, JSONCPP_STRING& decoded) {
+  decoded.reserve(static_cast<size_t>(token.end_ - token.start_ - 2));
+  Location current = token.start_ + 1; // skip '"'
+  Location end = token.end_ - 1;       // do not include '"'
+  while (current != end) {
+    Char c = *current++;
+    if (c == '"')
+      break;
+    else if (c == '\\') {
+      if (current == end)
+        return addError("Empty escape sequence in string", token, current);
+      Char escape = *current++;
+      switch (escape) {
+      case '"':
+        decoded += '"';
+        break;
+      case '/':
+        decoded += '/';
+        break;
+      case '\\':
+        decoded += '\\';
+        break;
+      case 'b':
+        decoded += '\b';
+        break;
+      case 'f':
+        decoded += '\f';
+        break;
+      case 'n':
+        decoded += '\n';
+        break;
+      case 'r':
+        decoded += '\r';
+        break;
+      case 't':
+        decoded += '\t';
+        break;
+      case 'u': {
+        unsigned int unicode;
+        if (!decodeUnicodeCodePoint(token, current, end, unicode))
+          return false;
+        decoded += codePointToUTF8(unicode);
+      } break;
+      default:
+        return addError("Bad escape sequence in string", token, current);
+      }
+    } else {
+      decoded += c;
+    }
+  }
+  return true;
+}
+
+bool OurReader::decodeUnicodeCodePoint(Token& token,
+                                    Location& current,
+                                    Location end,
+                                    unsigned int& unicode) {
+
+  if (!decodeUnicodeEscapeSequence(token, current, end, unicode))
+    return false;
+  if (unicode >= 0xD800 && unicode <= 0xDBFF) {
+    // surrogate pairs
+    if (end - current < 6)
+      return addError(
+          "additional six characters expected to parse unicode surrogate pair.",
+          token,
+          current);
+    unsigned int surrogatePair;
+    if (*(current++) == '\\' && *(current++) == 'u') {
+      if (decodeUnicodeEscapeSequence(token, current, end, surrogatePair)) {
+        unicode = 0x10000 + ((unicode & 0x3FF) << 10) + (surrogatePair & 0x3FF);
+      } else
+        return false;
+    } else
+      return addError("expecting another \\u token to begin the second half of "
+                      "a unicode surrogate pair",
+                      token,
+                      current);
+  }
+  return true;
+}
+
+bool OurReader::decodeUnicodeEscapeSequence(Token& token,
+                                         Location& current,
+                                         Location end,
+                                         unsigned int& ret_unicode) {
+  if (end - current < 4)
+    return addError(
+        "Bad unicode escape sequence in string: four digits expected.",
+        token,
+        current);
+  int unicode = 0;
+  for (int index = 0; index < 4; ++index) {
+    Char c = *current++;
+    unicode *= 16;
+    if (c >= '0' && c <= '9')
+      unicode += c - '0';
+    else if (c >= 'a' && c <= 'f')
+      unicode += c - 'a' + 10;
+    else if (c >= 'A' && c <= 'F')
+      unicode += c - 'A' + 10;
+    else
+      return addError(
+          "Bad unicode escape sequence in string: hexadecimal digit expected.",
+          token,
+          current);
+  }
+  ret_unicode = static_cast<unsigned int>(unicode);
+  return true;
+}
+
+bool
+OurReader::addError(const JSONCPP_STRING& message, Token& token, Location extra) {
+  ErrorInfo info;
+  info.token_ = token;
+  info.message_ = message;
+  info.extra_ = extra;
+  errors_.push_back(info);
+  return false;
+}
+
+bool OurReader::recoverFromError(TokenType skipUntilToken) {
+  size_t errorCount = errors_.size();
+  Token skip;
+  for (;;) {
+    if (!readToken(skip))
+      errors_.resize(errorCount); // discard errors caused by recovery
+    if (skip.type_ == skipUntilToken || skip.type_ == tokenEndOfStream)
+      break;
+  }
+  errors_.resize(errorCount);
+  return false;
+}
+
+bool OurReader::addErrorAndRecover(const JSONCPP_STRING& message,
+                                Token& token,
+                                TokenType skipUntilToken) {
+  addError(message, token);
+  return recoverFromError(skipUntilToken);
+}
+
+Value& OurReader::currentValue() { return *(nodes_.top()); }
+
+OurReader::Char OurReader::getNextChar() {
+  if (current_ == end_)
+    return 0;
+  return *current_++;
+}
+
+void OurReader::getLocationLineAndColumn(Location location,
+                                      int& line,
+                                      int& column) const {
+  Location current = begin_;
+  Location lastLineStart = current;
+  line = 0;
+  while (current < location && current != end_) {
+    Char c = *current++;
+    if (c == '\r') {
+      if (*current == '\n')
+        ++current;
+      lastLineStart = current;
+      ++line;
+    } else if (c == '\n') {
+      lastLineStart = current;
+      ++line;
+    }
+  }
+  // column & line start at 1
+  column = int(location - lastLineStart) + 1;
+  ++line;
+}
+
+JSONCPP_STRING OurReader::getLocationLineAndColumn(Location location) const {
+  int line, column;
+  getLocationLineAndColumn(location, line, column);
+  char buffer[18 + 16 + 16 + 1];
+  snprintf(buffer, sizeof(buffer), "Line %d, Column %d", line, column);
+  return buffer;
+}
+
+JSONCPP_STRING OurReader::getFormattedErrorMessages() const {
+  JSONCPP_STRING formattedMessage;
+  for (Errors::const_iterator itError = errors_.begin();
+       itError != errors_.end();
+       ++itError) {
+    const ErrorInfo& error = *itError;
+    formattedMessage +=
+        "* " + getLocationLineAndColumn(error.token_.start_) + "\n";
+    formattedMessage += "  " + error.message_ + "\n";
+    if (error.extra_)
+      formattedMessage +=
+          "See " + getLocationLineAndColumn(error.extra_) + " for detail.\n";
+  }
+  return formattedMessage;
+}
+
+std::vector<OurReader::StructuredError> OurReader::getStructuredErrors() const {
+  std::vector<OurReader::StructuredError> allErrors;
+  for (Errors::const_iterator itError = errors_.begin();
+       itError != errors_.end();
+       ++itError) {
+    const ErrorInfo& error = *itError;
+    OurReader::StructuredError structured;
+    structured.offset_start = error.token_.start_ - begin_;
+    structured.offset_limit = error.token_.end_ - begin_;
+    structured.message = error.message_;
+    allErrors.push_back(structured);
+  }
+  return allErrors;
+}
+
+bool OurReader::pushError(const Value& value, const JSONCPP_STRING& message) {
+  ptrdiff_t length = end_ - begin_;
+  if(value.getOffsetStart() > length
+    || value.getOffsetLimit() > length)
+    return false;
+  Token token;
+  token.type_ = tokenError;
+  token.start_ = begin_ + value.getOffsetStart();
+  token.end_ = end_ + value.getOffsetLimit();
+  ErrorInfo info;
+  info.token_ = token;
+  info.message_ = message;
+  info.extra_ = 0;
+  errors_.push_back(info);
+  return true;
+}
+
+bool OurReader::pushError(const Value& value, const JSONCPP_STRING& message, const Value& extra) {
+  ptrdiff_t length = end_ - begin_;
+  if(value.getOffsetStart() > length
+    || value.getOffsetLimit() > length
+    || extra.getOffsetLimit() > length)
+    return false;
+  Token token;
+  token.type_ = tokenError;
+  token.start_ = begin_ + value.getOffsetStart();
+  token.end_ = begin_ + value.getOffsetLimit();
+  ErrorInfo info;
+  info.token_ = token;
+  info.message_ = message;
+  info.extra_ = begin_ + extra.getOffsetStart();
+  errors_.push_back(info);
+  return true;
+}
+
+bool OurReader::good() const {
+  return !errors_.size();
+}
+
+
+class OurCharReader : public CharReader {
+  bool const collectComments_;
+  OurReader reader_;
+public:
+  OurCharReader(
+    bool collectComments,
+    OurFeatures const& features)
+  : collectComments_(collectComments)
+  , reader_(features)
+  {}
+  bool parse(
+      char const* beginDoc, char const* endDoc,
+      Value* root, JSONCPP_STRING* errs) JSONCPP_OVERRIDE {
+    bool ok = reader_.parse(beginDoc, endDoc, *root, collectComments_);
+    if (errs) {
+      *errs = reader_.getFormattedErrorMessages();
+    }
+    return ok;
+  }
+};
+
+CharReaderBuilder::CharReaderBuilder()
+{
+  setDefaults(&settings_);
+}
+CharReaderBuilder::~CharReaderBuilder()
+{}
+CharReader* CharReaderBuilder::newCharReader() const
+{
+  bool collectComments = settings_["collectComments"].asBool();
+  OurFeatures features = OurFeatures::all();
+  features.allowComments_ = settings_["allowComments"].asBool();
+  features.strictRoot_ = settings_["strictRoot"].asBool();
+  features.allowDroppedNullPlaceholders_ = settings_["allowDroppedNullPlaceholders"].asBool();
+  features.allowNumericKeys_ = settings_["allowNumericKeys"].asBool();
+  features.allowSingleQuotes_ = settings_["allowSingleQuotes"].asBool();
+  features.stackLimit_ = settings_["stackLimit"].asInt();
+  features.failIfExtra_ = settings_["failIfExtra"].asBool();
+  features.rejectDupKeys_ = settings_["rejectDupKeys"].asBool();
+  features.allowSpecialFloats_ = settings_["allowSpecialFloats"].asBool();
+  return new OurCharReader(collectComments, features);
+}
+static void getValidReaderKeys(std::set<JSONCPP_STRING>* valid_keys)
+{
+  valid_keys->clear();
+  valid_keys->insert("collectComments");
+  valid_keys->insert("allowComments");
+  valid_keys->insert("strictRoot");
+  valid_keys->insert("allowDroppedNullPlaceholders");
+  valid_keys->insert("allowNumericKeys");
+  valid_keys->insert("allowSingleQuotes");
+  valid_keys->insert("stackLimit");
+  valid_keys->insert("failIfExtra");
+  valid_keys->insert("rejectDupKeys");
+  valid_keys->insert("allowSpecialFloats");
+}
+bool CharReaderBuilder::validate(Json::Value* invalid) const
+{
+  Json::Value my_invalid;
+  if (!invalid) invalid = &my_invalid;  // so we do not need to test for NULL
+  Json::Value& inv = *invalid;
+  std::set<JSONCPP_STRING> valid_keys;
+  getValidReaderKeys(&valid_keys);
+  Value::Members keys = settings_.getMemberNames();
+  size_t n = keys.size();
+  for (size_t i = 0; i < n; ++i) {
+    JSONCPP_STRING const& key = keys[i];
+    if (valid_keys.find(key) == valid_keys.end()) {
+      inv[key] = settings_[key];
+    }
+  }
+  return 0u == inv.size();
+}
+Value& CharReaderBuilder::operator[](JSONCPP_STRING key)
+{
+  return settings_[key];
+}
+// static
+void CharReaderBuilder::strictMode(Json::Value* settings)
+{
+//! [CharReaderBuilderStrictMode]
+  (*settings)["allowComments"] = false;
+  (*settings)["strictRoot"] = true;
+  (*settings)["allowDroppedNullPlaceholders"] = false;
+  (*settings)["allowNumericKeys"] = false;
+  (*settings)["allowSingleQuotes"] = false;
+  (*settings)["stackLimit"] = 1000;
+  (*settings)["failIfExtra"] = true;
+  (*settings)["rejectDupKeys"] = true;
+  (*settings)["allowSpecialFloats"] = false;
+//! [CharReaderBuilderStrictMode]
+}
+// static
+void CharReaderBuilder::setDefaults(Json::Value* settings)
+{
+//! [CharReaderBuilderDefaults]
+  (*settings)["collectComments"] = true;
+  (*settings)["allowComments"] = true;
+  (*settings)["strictRoot"] = false;
+  (*settings)["allowDroppedNullPlaceholders"] = false;
+  (*settings)["allowNumericKeys"] = false;
+  (*settings)["allowSingleQuotes"] = false;
+  (*settings)["stackLimit"] = 1000;
+  (*settings)["failIfExtra"] = false;
+  (*settings)["rejectDupKeys"] = false;
+  (*settings)["allowSpecialFloats"] = false;
+//! [CharReaderBuilderDefaults]
+}
+
+//////////////////////////////////
+// global functions
+
+bool parseFromStream(
+    CharReader::Factory const& fact, JSONCPP_ISTREAM& sin,
+    Value* root, JSONCPP_STRING* errs)
+{
+  JSONCPP_OSTRINGSTREAM ssin;
+  ssin << sin.rdbuf();
+  JSONCPP_STRING doc = ssin.str();
+  char const* begin = doc.data();
+  char const* end = begin + doc.size();
+  // Note that we do not actually need a null-terminator.
+  CharReaderPtr const reader(fact.newCharReader());
+  return reader->parse(begin, end, root, errs);
+}
+
+JSONCPP_ISTREAM& operator>>(JSONCPP_ISTREAM& sin, Value& root) {
+  CharReaderBuilder b;
+  JSONCPP_STRING errs;
+  bool ok = parseFromStream(b, sin, &root, &errs);
+  if (!ok) {
+    fprintf(stderr,
+            "Error from reader: %s",
+            errs.c_str());
+
+    throwRuntimeError(errs);
+  }
+  return sin;
+}
+
+} // namespace Json
+
+// //////////////////////////////////////////////////////////////////////
+// End of content of file: src/lib_json/json_reader.cpp
+// //////////////////////////////////////////////////////////////////////
+
+
+
+
+
+
+// //////////////////////////////////////////////////////////////////////
+// Beginning of content of file: src/lib_json/json_valueiterator.inl
+// //////////////////////////////////////////////////////////////////////
+
+// Copyright 2007-2010 Baptiste Lepilleur
+// Distributed under MIT license, or public domain if desired and
+// recognized in your jurisdiction.
+// See file LICENSE for detail or copy at http://jsoncpp.sourceforge.net/LICENSE
+
+// included by json_value.cpp
+
+namespace Json {
+
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// class ValueIteratorBase
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+
+ValueIteratorBase::ValueIteratorBase()
+    : current_(), isNull_(true) {
+}
+
+ValueIteratorBase::ValueIteratorBase(
+    const Value::ObjectValues::iterator& current)
+    : current_(current), isNull_(false) {}
+
+Value& ValueIteratorBase::deref() const {
+  return current_->second;
+}
+
+void ValueIteratorBase::increment() {
+  ++current_;
+}
+
+void ValueIteratorBase::decrement() {
+  --current_;
+}
+
+ValueIteratorBase::difference_type
+ValueIteratorBase::computeDistance(const SelfType& other) const {
+#ifdef JSON_USE_CPPTL_SMALLMAP
+  return other.current_ - current_;
+#else
+  // Iterator for null value are initialized using the default
+  // constructor, which initialize current_ to the default
+  // std::map::iterator. As begin() and end() are two instance
+  // of the default std::map::iterator, they can not be compared.
+  // To allow this, we handle this comparison specifically.
+  if (isNull_ && other.isNull_) {
+    return 0;
+  }
+
+  // Usage of std::distance is not portable (does not compile with Sun Studio 12
+  // RogueWave STL,
+  // which is the one used by default).
+  // Using a portable hand-made version for non random iterator instead:
+  //   return difference_type( std::distance( current_, other.current_ ) );
+  difference_type myDistance = 0;
+  for (Value::ObjectValues::iterator it = current_; it != other.current_;
+       ++it) {
+    ++myDistance;
+  }
+  return myDistance;
+#endif
+}
+
+bool ValueIteratorBase::isEqual(const SelfType& other) const {
+  if (isNull_) {
+    return other.isNull_;
+  }
+  return current_ == other.current_;
+}
+
+void ValueIteratorBase::copy(const SelfType& other) {
+  current_ = other.current_;
+  isNull_ = other.isNull_;
+}
+
+Value ValueIteratorBase::key() const {
+  const Value::CZString czstring = (*current_).first;
+  if (czstring.data()) {
+    if (czstring.isStaticString())
+      return Value(StaticString(czstring.data()));
+    return Value(czstring.data(), czstring.data() + czstring.length());
+  }
+  return Value(czstring.index());
+}
+
+UInt ValueIteratorBase::index() const {
+  const Value::CZString czstring = (*current_).first;
+  if (!czstring.data())
+    return czstring.index();
+  return Value::UInt(-1);
+}
+
+JSONCPP_STRING ValueIteratorBase::name() const {
+  char const* keey;
+  char const* end;
+  keey = memberName(&end);
+  if (!keey) return JSONCPP_STRING();
+  return JSONCPP_STRING(keey, end);
+}
+
+char const* ValueIteratorBase::memberName() const {
+  const char* cname = (*current_).first.data();
+  return cname ? cname : "";
+}
+
+char const* ValueIteratorBase::memberName(char const** end) const {
+  const char* cname = (*current_).first.data();
+  if (!cname) {
+    *end = NULL;
+    return NULL;
+  }
+  *end = cname + (*current_).first.length();
+  return cname;
+}
+
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// class ValueConstIterator
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+
+ValueConstIterator::ValueConstIterator() {}
+
+ValueConstIterator::ValueConstIterator(
+    const Value::ObjectValues::iterator& current)
+    : ValueIteratorBase(current) {}
+
+ValueConstIterator::ValueConstIterator(ValueIterator const& other)
+    : ValueIteratorBase(other) {}
+
+ValueConstIterator& ValueConstIterator::
+operator=(const ValueIteratorBase& other) {
+  copy(other);
+  return *this;
+}
+
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// class ValueIterator
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+
+ValueIterator::ValueIterator() {}
+
+ValueIterator::ValueIterator(const Value::ObjectValues::iterator& current)
+    : ValueIteratorBase(current) {}
+
+ValueIterator::ValueIterator(const ValueConstIterator& other)
+    : ValueIteratorBase(other) {
+  throwRuntimeError("ConstIterator to Iterator should never be allowed.");
+}
+
+ValueIterator::ValueIterator(const ValueIterator& other)
+    : ValueIteratorBase(other) {}
+
+ValueIterator& ValueIterator::operator=(const SelfType& other) {
+  copy(other);
+  return *this;
+}
+
+} // namespace Json
+
+// //////////////////////////////////////////////////////////////////////
+// End of content of file: src/lib_json/json_valueiterator.inl
+// //////////////////////////////////////////////////////////////////////
+
+
+
+
+
+
+// //////////////////////////////////////////////////////////////////////
+// Beginning of content of file: src/lib_json/json_value.cpp
+// //////////////////////////////////////////////////////////////////////
+
+// Copyright 2011 Baptiste Lepilleur
+// Distributed under MIT license, or public domain if desired and
+// recognized in your jurisdiction.
+// See file LICENSE for detail or copy at http://jsoncpp.sourceforge.net/LICENSE
+
+#if !defined(JSON_IS_AMALGAMATION)
+#include <json/assertions.h>
+#include <json/value.h>
+#include <json/writer.h>
+#endif // if !defined(JSON_IS_AMALGAMATION)
+#include <math.h>
+#include <sstream>
+#include <utility>
+#include <cstring>
+#include <cassert>
+#ifdef JSON_USE_CPPTL
+#include <cpptl/conststring.h>
+#endif
+#include <cstddef> // size_t
+#include <algorithm> // min()
+
+#define JSON_ASSERT_UNREACHABLE assert(false)
+
+namespace Json {
+
+// This is a walkaround to avoid the static initialization of Value::null.
+// kNull must be word-aligned to avoid crashing on ARM.  We use an alignment of
+// 8 (instead of 4) as a bit of future-proofing.
+#if defined(__ARMEL__)
+#define ALIGNAS(byte_alignment) __attribute__((aligned(byte_alignment)))
+#else
+#define ALIGNAS(byte_alignment)
+#endif
+static const unsigned char ALIGNAS(8) kNull[sizeof(Value)] = { 0 };
+const unsigned char& kNullRef = kNull[0];
+const Value& Value::null = reinterpret_cast<const Value&>(kNullRef);
+const Value& Value::nullRef = null;
+
+const Int Value::minInt = Int(~(UInt(-1) / 2));
+const Int Value::maxInt = Int(UInt(-1) / 2);
+const UInt Value::maxUInt = UInt(-1);
+#if defined(JSON_HAS_INT64)
+const Int64 Value::minInt64 = Int64(~(UInt64(-1) / 2));
+const Int64 Value::maxInt64 = Int64(UInt64(-1) / 2);
+const UInt64 Value::maxUInt64 = UInt64(-1);
+// The constant is hard-coded because some compiler have trouble
+// converting Value::maxUInt64 to a double correctly (AIX/xlC).
+// Assumes that UInt64 is a 64 bits integer.
+static const double maxUInt64AsDouble = 18446744073709551615.0;
+#endif // defined(JSON_HAS_INT64)
+const LargestInt Value::minLargestInt = LargestInt(~(LargestUInt(-1) / 2));
+const LargestInt Value::maxLargestInt = LargestInt(LargestUInt(-1) / 2);
+const LargestUInt Value::maxLargestUInt = LargestUInt(-1);
+
+#if !defined(JSON_USE_INT64_DOUBLE_CONVERSION)
+template <typename T, typename U>
+static inline bool InRange(double d, T min, U max) {
+  // The casts can lose precision, but we are looking only for
+  // an approximate range. Might fail on edge cases though. ~cdunn
+  //return d >= static_cast<double>(min) && d <= static_cast<double>(max);
+  return d >= min && d <= max;
+}
+#else  // if !defined(JSON_USE_INT64_DOUBLE_CONVERSION)
+static inline double integerToDouble(Json::UInt64 value) {
+  return static_cast<double>(Int64(value / 2)) * 2.0 + static_cast<double>(Int64(value & 1));
+}
+
+template <typename T> static inline double integerToDouble(T value) {
+  return static_cast<double>(value);
+}
+
+template <typename T, typename U>
+static inline bool InRange(double d, T min, U max) {
+  return d >= integerToDouble(min) && d <= integerToDouble(max);
+}
+#endif // if !defined(JSON_USE_INT64_DOUBLE_CONVERSION)
+
+/** Duplicates the specified string value.
+ * @param value Pointer to the string to duplicate. Must be zero-terminated if
+ *              length is "unknown".
+ * @param length Length of the value. if equals to unknown, then it will be
+ *               computed using strlen(value).
+ * @return Pointer on the duplicate instance of string.
+ */
+static inline char* duplicateStringValue(const char* value,
+                                         size_t length)
+{
+  // Avoid an integer overflow in the call to malloc below by limiting length
+  // to a sane value.
+  if (length >= static_cast<size_t>(Value::maxInt))
+    length = Value::maxInt - 1;
+
+  char* newString = static_cast<char*>(malloc(length + 1));
+  if (newString == NULL) {
+    throwRuntimeError(
+        "in Json::Value::duplicateStringValue(): "
+        "Failed to allocate string value buffer");
+  }
+  memcpy(newString, value, length);
+  newString[length] = 0;
+  return newString;
+}
+
+/* Record the length as a prefix.
+ */
+static inline char* duplicateAndPrefixStringValue(
+    const char* value,
+    unsigned int length)
+{
+  // Avoid an integer overflow in the call to malloc below by limiting length
+  // to a sane value.
+  JSON_ASSERT_MESSAGE(length <= static_cast<unsigned>(Value::maxInt) - sizeof(unsigned) - 1U,
+                      "in Json::Value::duplicateAndPrefixStringValue(): "
+                      "length too big for prefixing");
+  unsigned actualLength = length + static_cast<unsigned>(sizeof(unsigned)) + 1U;
+  char* newString = static_cast<char*>(malloc(actualLength));
+  if (newString == 0) {
+    throwRuntimeError(
+        "in Json::Value::duplicateAndPrefixStringValue(): "
+        "Failed to allocate string value buffer");
+  }
+  *reinterpret_cast<unsigned*>(newString) = length;
+  memcpy(newString + sizeof(unsigned), value, length);
+  newString[actualLength - 1U] = 0; // to avoid buffer over-run accidents by users later
+  return newString;
+}
+inline static void decodePrefixedString(
+    bool isPrefixed, char const* prefixed,
+    unsigned* length, char const** value)
+{
+  if (!isPrefixed) {
+    *length = static_cast<unsigned>(strlen(prefixed));
+    *value = prefixed;
+  } else {
+    *length = *reinterpret_cast<unsigned const*>(prefixed);
+    *value = prefixed + sizeof(unsigned);
+  }
+}
+/** Free the string duplicated by duplicateStringValue()/duplicateAndPrefixStringValue().
+ */
+#if JSONCPP_USING_SECURE_MEMORY
+static inline void releasePrefixedStringValue(char* value) {
+  unsigned length = 0;
+  char const* valueDecoded;
+  decodePrefixedString(true, value, &length, &valueDecoded);
+  size_t const size = sizeof(unsigned) + length + 1U;
+  memset(value, 0, size);
+  free(value);
+}
+static inline void releaseStringValue(char* value, unsigned length) {
+  // length==0 => we allocated the strings memory
+  size_t size = (length==0) ? strlen(value) : length;
+  memset(value, 0, size);
+  free(value);
+}
+#else // !JSONCPP_USING_SECURE_MEMORY
+static inline void releasePrefixedStringValue(char* value) {
+  free(value);
+}
+static inline void releaseStringValue(char* value, unsigned length) {
+  free(value);
+}
+#endif // JSONCPP_USING_SECURE_MEMORY
+
+} // namespace Json
+
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// ValueInternals...
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+#if !defined(JSON_IS_AMALGAMATION)
+
+#include "json_valueiterator.inl"
+#endif // if !defined(JSON_IS_AMALGAMATION)
+
+namespace Json {
+
+Exception::Exception(JSONCPP_STRING const& msg)
+  : msg_(msg)
+{}
+Exception::~Exception() throw()
+{}
+char const* Exception::what() const throw()
+{
+  return msg_.c_str();
+}
+RuntimeError::RuntimeError(JSONCPP_STRING const& msg)
+  : Exception(msg)
+{}
+LogicError::LogicError(JSONCPP_STRING const& msg)
+  : Exception(msg)
+{}
+JSONCPP_NORETURN void throwRuntimeError(JSONCPP_STRING const& msg)
+{
+  throw RuntimeError(msg);
+}
+JSONCPP_NORETURN void throwLogicError(JSONCPP_STRING const& msg)
+{
+  throw LogicError(msg);
+}
+
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// class Value::CommentInfo
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+
+Value::CommentInfo::CommentInfo() : comment_(0)
+{}
+
+Value::CommentInfo::~CommentInfo() {
+  if (comment_)
+    releaseStringValue(comment_, 0u);
+}
+
+void Value::CommentInfo::setComment(const char* text, size_t len) {
+  if (comment_) {
+    releaseStringValue(comment_, 0u);
+    comment_ = 0;
+  }
+  JSON_ASSERT(text != 0);
+  JSON_ASSERT_MESSAGE(
+      text[0] == '\0' || text[0] == '/',
+      "in Json::Value::setComment(): Comments must start with /");
+  // It seems that /**/ style comments are acceptable as well.
+  comment_ = duplicateStringValue(text, len);
+}
+
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// class Value::CZString
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+
+// Notes: policy_ indicates if the string was allocated when
+// a string is stored.
+
+Value::CZString::CZString(ArrayIndex aindex) : cstr_(0), index_(aindex) {}
+
+Value::CZString::CZString(char const* str, unsigned ulength, DuplicationPolicy allocate)
+    : cstr_(str) {
+  // allocate != duplicate
+  storage_.policy_ = allocate & 0x3;
+  storage_.length_ = ulength & 0x3FFFFFFF;
+}
+
+Value::CZString::CZString(const CZString& other) {
+  cstr_ = (other.storage_.policy_ != noDuplication && other.cstr_ != 0
+				 ? duplicateStringValue(other.cstr_, other.storage_.length_)
+				 : other.cstr_);
+  storage_.policy_ = static_cast<unsigned>(other.cstr_
+                 ? (static_cast<DuplicationPolicy>(other.storage_.policy_) == noDuplication
+                     ? noDuplication : duplicate)
+                 : static_cast<DuplicationPolicy>(other.storage_.policy_)) & 3U;
+  storage_.length_ = other.storage_.length_;
+}
+
+#if JSON_HAS_RVALUE_REFERENCES
+Value::CZString::CZString(CZString&& other)
+  : cstr_(other.cstr_), index_(other.index_) {
+  other.cstr_ = nullptr;
+}
+#endif
+
+Value::CZString::~CZString() {
+  if (cstr_ && storage_.policy_ == duplicate) {
+	  releaseStringValue(const_cast<char*>(cstr_), storage_.length_ + 1u); //+1 for null terminating character for sake of completeness but not actually necessary
+  }
+}
+
+void Value::CZString::swap(CZString& other) {
+  std::swap(cstr_, other.cstr_);
+  std::swap(index_, other.index_);
+}
+
+Value::CZString& Value::CZString::operator=(CZString other) {
+  swap(other);
+  return *this;
+}
+
+bool Value::CZString::operator<(const CZString& other) const {
+  if (!cstr_) return index_ < other.index_;
+  //return strcmp(cstr_, other.cstr_) < 0;
+  // Assume both are strings.
+  unsigned this_len = this->storage_.length_;
+  unsigned other_len = other.storage_.length_;
+  unsigned min_len = std::min(this_len, other_len);
+  JSON_ASSERT(this->cstr_ && other.cstr_);
+  int comp = memcmp(this->cstr_, other.cstr_, min_len);
+  if (comp < 0) return true;
+  if (comp > 0) return false;
+  return (this_len < other_len);
+}
+
+bool Value::CZString::operator==(const CZString& other) const {
+  if (!cstr_) return index_ == other.index_;
+  //return strcmp(cstr_, other.cstr_) == 0;
+  // Assume both are strings.
+  unsigned this_len = this->storage_.length_;
+  unsigned other_len = other.storage_.length_;
+  if (this_len != other_len) return false;
+  JSON_ASSERT(this->cstr_ && other.cstr_);
+  int comp = memcmp(this->cstr_, other.cstr_, this_len);
+  return comp == 0;
+}
+
+ArrayIndex Value::CZString::index() const { return index_; }
+
+//const char* Value::CZString::c_str() const { return cstr_; }
+const char* Value::CZString::data() const { return cstr_; }
+unsigned Value::CZString::length() const { return storage_.length_; }
+bool Value::CZString::isStaticString() const { return storage_.policy_ == noDuplication; }
+
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// class Value::Value
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+// //////////////////////////////////////////////////////////////////
+
+/*! \internal Default constructor initialization must be equivalent to:
+ * memset( this, 0, sizeof(Value) )
+ * This optimization is used in ValueInternalMap fast allocator.
+ */
+Value::Value(ValueType vtype) {
+  initBasic(vtype);
+  switch (vtype) {
+  case nullValue:
+    break;
+  case intValue:
+  case uintValue:
+    value_.int_ = 0;
+    break;
+  case realValue:
+    value_.real_ = 0.0;
+    break;
+  case stringValue:
+    value_.string_ = 0;
+    break;
+  case arrayValue:
+  case objectValue:
+    value_.map_ = new ObjectValues();
+    break;
+  case booleanValue:
+    value_.bool_ = false;
+    break;
+  default:
+    JSON_ASSERT_UNREACHABLE;
+  }
+}
+
+Value::Value(Int value) {
+  initBasic(intValue);
+  value_.int_ = value;
+}
+
+Value::Value(UInt value) {
+  initBasic(uintValue);
+  value_.uint_ = value;
+}
+#if defined(JSON_HAS_INT64)
+Value::Value(Int64 value) {
+  initBasic(intValue);
+  value_.int_ = value;
+}
+Value::Value(UInt64 value) {
+  initBasic(uintValue);
+  value_.uint_ = value;
+}
+#endif // defined(JSON_HAS_INT64)
+
+Value::Value(double value) {
+  initBasic(realValue);
+  value_.real_ = value;
+}
+
+Value::Value(const char* value) {
+  initBasic(stringValue, true);
+  value_.string_ = duplicateAndPrefixStringValue(value, static_cast<unsigned>(strlen(value)));
+}
+
+Value::Value(const char* beginValue, const char* endValue) {
+  initBasic(stringValue, true);
+  value_.string_ =
+      duplicateAndPrefixStringValue(beginValue, static_cast<unsigned>(endValue - beginValue));
+}
+
+Value::Value(const JSONCPP_STRING& value) {
+  initBasic(stringValue, true);
+  value_.string_ =
+      duplicateAndPrefixStringValue(value.data(), static_cast<unsigned>(value.length()));
+}
+
+Value::Value(const StaticString& value) {
+  initBasic(stringValue);
+  value_.string_ = const_cast<char*>(value.c_str());
+}
+
+#ifdef JSON_USE_CPPTL
+Value::Value(const CppTL::ConstString& value) {
+  initBasic(stringValue, true);
+  value_.string_ = duplicateAndPrefixStringValue(value, static_cast<unsigned>(value.length()));
+}
+#endif
+
+Value::Value(bool value) {
+  initBasic(booleanValue);
+  value_.bool_ = value;
+}
+
+Value::Value(Value const& other)
+    : type_(other.type_), allocated_(false)
+      ,
+      comments_(0), start_(other.start_), limit_(other.limit_)
+{
+  switch (type_) {
+  case nullValue:
+  case intValue:
+  case uintValue:
+  case realValue:
+  case booleanValue:
+    value_ = other.value_;
+    break;
+  case stringValue:
+    if (other.value_.string_ && other.allocated_) {
+      unsigned len;
+      char const* str;
+      decodePrefixedString(other.allocated_, other.value_.string_,
+          &len, &str);
+      value_.string_ = duplicateAndPrefixStringValue(str, len);
+      allocated_ = true;
+    } else {
+      value_.string_ = other.value_.string_;
+      allocated_ = false;
+    }
+    break;
+  case arrayValue:
+  case objectValue:
+    value_.map_ = new ObjectValues(*other.value_.map_);
+    break;
+  default:
+    JSON_ASSERT_UNREACHABLE;
+  }
+  if (other.comments_) {
+    comments_ = new CommentInfo[numberOfCommentPlacement];
+    for (int comment = 0; comment < numberOfCommentPlacement; ++comment) {
+      const CommentInfo& otherComment = other.comments_[comment];
+      if (otherComment.comment_)
+        comments_[comment].setComment(
+            otherComment.comment_, strlen(otherComment.comment_));
+    }
+  }
+}
+
+#if JSON_HAS_RVALUE_REFERENCES
+// Move constructor
+Value::Value(Value&& other) {
+  initBasic(nullValue);
+  swap(other);
+}
+#endif
+
+Value::~Value() {
+  switch (type_) {
+  case nullValue:
+  case intValue:
+  case uintValue:
+  case realValue:
+  case booleanValue:
+    break;
+  case stringValue:
+    if (allocated_)
+      releasePrefixedStringValue(value_.string_);
+    break;
+  case arrayValue:
+  case objectValue:
+    delete value_.map_;
+    break;
+  default:
+    JSON_ASSERT_UNREACHABLE;
+  }
+
+  if (comments_)
+    delete[] comments_;
+
+  value_.uint_ = 0;
+}
+
+Value& Value::operator=(Value other) {
+  swap(other);
+  return *this;
+}
+
+void Value::swapPayload(Value& other) {
+  ValueType temp = type_;
+  type_ = other.type_;
+  other.type_ = temp;
+  std::swap(value_, other.value_);
+  int temp2 = allocated_;
+  allocated_ = other.allocated_;
+  other.allocated_ = temp2 & 0x1;
+}
+
+void Value::swap(Value& other) {
+  swapPayload(other);
+  std::swap(comments_, other.comments_);
+  std::swap(start_, other.start_);
+  std::swap(limit_, other.limit_);
+}
+
+ValueType Value::type() const { return type_; }
+
+int Value::compare(const Value& other) const {
+  if (*this < other)
+    return -1;
+  if (*this > other)
+    return 1;
+  return 0;
+}
+
+bool Value::operator<(const Value& other) const {
+  int typeDelta = type_ - other.type_;
+  if (typeDelta)
+    return typeDelta < 0 ? true : false;
+  switch (type_) {
+  case nullValue:
+    return false;
+  case intValue:
+    return value_.int_ < other.value_.int_;
+  case uintValue:
+    return value_.uint_ < other.value_.uint_;
+  case realValue:
+    return value_.real_ < other.value_.real_;
+  case booleanValue:
+    return value_.bool_ < other.value_.bool_;
+  case stringValue:
+  {
+    if ((value_.string_ == 0) || (other.value_.string_ == 0)) {
+      if (other.value_.string_) return true;
+      else return false;
+    }
+    unsigned this_len;
+    unsigned other_len;
+    char const* this_str;
+    char const* other_str;
+    decodePrefixedString(this->allocated_, this->value_.string_, &this_len, &this_str);
+    decodePrefixedString(other.allocated_, other.value_.string_, &other_len, &other_str);
+    unsigned min_len = std::min(this_len, other_len);
+    JSON_ASSERT(this_str && other_str);
+    int comp = memcmp(this_str, other_str, min_len);
+    if (comp < 0) return true;
+    if (comp > 0) return false;
+    return (this_len < other_len);
+  }
+  case arrayValue:
+  case objectValue: {
+    int delta = int(value_.map_->size() - other.value_.map_->size());
+    if (delta)
+      return delta < 0;
+    return (*value_.map_) < (*other.value_.map_);
+  }
+  default:
+    JSON_ASSERT_UNREACHABLE;
+  }
+  return false; // unreachable
+}
+
+bool Value::operator<=(const Value& other) const { return !(other < *this); }
+
+bool Value::operator>=(const Value& other) const { return !(*this < other); }
+
+bool Value::operator>(const Value& other) const { return other < *this; }
+
+bool Value::operator==(const Value& other) const {
+  // if ( type_ != other.type_ )
+  // GCC 2.95.3 says:
+  // attempt to take address of bit-field structure member `Json::Value::type_'
+  // Beats me, but a temp solves the problem.
+  int temp = other.type_;
+  if (type_ != temp)
+    return false;
+  switch (type_) {
+  case nullValue:
+    return true;
+  case intValue:
+    return value_.int_ == other.value_.int_;
+  case uintValue:
+    return value_.uint_ == other.value_.uint_;
+  case realValue:
+    return value_.real_ == other.value_.real_;
+  case booleanValue:
+    return value_.bool_ == other.value_.bool_;
+  case stringValue:
+  {
+    if ((value_.string_ == 0) || (other.value_.string_ == 0)) {
+      return (value_.string_ == other.value_.string_);
+    }
+    unsigned this_len;
+    unsigned other_len;
+    char const* this_str;
+    char const* other_str;
+    decodePrefixedString(this->allocated_, this->value_.string_, &this_len, &this_str);
+    decodePrefixedString(other.allocated_, other.value_.string_, &other_len, &other_str);
+    if (this_len != other_len) return false;
+    JSON_ASSERT(this_str && other_str);
+    int comp = memcmp(this_str, other_str, this_len);
+    return comp == 0;
+  }
+  case arrayValue:
+  case objectValue:
+    return value_.map_->size() == other.value_.map_->size() &&
+           (*value_.map_) == (*other.value_.map_);
+  default:
+    JSON_ASSERT_UNREACHABLE;
+  }
+  return false; // unreachable
+}
+
+bool Value::operator!=(const Value& other) const { return !(*this == other); }
+
+const char* Value::asCString() const {
+  JSON_ASSERT_MESSAGE(type_ == stringValue,
+                      "in Json::Value::asCString(): requires stringValue");
+  if (value_.string_ == 0) return 0;
+  unsigned this_len;
+  char const* this_str;
+  decodePrefixedString(this->allocated_, this->value_.string_, &this_len, &this_str);
+  return this_str;
+}
+
+#if JSONCPP_USING_SECURE_MEMORY
+unsigned Value::getCStringLength() const {
+  JSON_ASSERT_MESSAGE(type_ == stringValue,
+	                  "in Json::Value::asCString(): requires stringValue");
+  if (value_.string_ == 0) return 0;
+  unsigned this_len;
+  char const* this_str;
+  decodePrefixedString(this->allocated_, this->value_.string_, &this_len, &this_str);
+  return this_len;
+}
+#endif
+
+bool Value::getString(char const** str, char const** cend) const {
+  if (type_ != stringValue) return false;
+  if (value_.string_ == 0) return false;
+  unsigned length;
+  decodePrefixedString(this->allocated_, this->value_.string_, &length, str);
+  *cend = *str + length;
+  return true;
+}
+
+JSONCPP_STRING Value::asString() const {
+  switch (type_) {
+  case nullValue:
+    return "";
+  case stringValue:
+  {
+    if (value_.string_ == 0) return "";
+    unsigned this_len;
+    char const* this_str;
+    decodePrefixedString(this->allocated_, this->value_.string_, &this_len, &this_str);
+    return JSONCPP_STRING(this_str, this_len);
+  }
+  case booleanValue:
+    return value_.bool_ ? "true" : "false";
+  case intValue:
+    return valueToString(value_.int_);
+  case uintValue:
+    return valueToString(value_.uint_);
+  case realValue:
+    return valueToString(value_.real_);
+  default:
+    JSON_FAIL_MESSAGE("Type is not convertible to string");
+  }
+}
+
+#ifdef JSON_USE_CPPTL
+CppTL::ConstString Value::asConstString() const {
+  unsigned len;
+  char const* str;
+  decodePrefixedString(allocated_, value_.string_,
+      &len, &str);
+  return CppTL::ConstString(str, len);
+}
+#endif
+
+Value::Int Value::asInt() const {
+  switch (type_) {
+  case intValue:
+    JSON_ASSERT_MESSAGE(isInt(), "LargestInt out of Int range");
+    return Int(value_.int_);
+  case uintValue:
+    JSON_ASSERT_MESSAGE(isInt(), "LargestUInt out of Int range");
+    return Int(value_.uint_);
+  case realValue:
+    JSON_ASSERT_MESSAGE(InRange(value_.real_, minInt, maxInt),
+                        "double out of Int range");
+    return Int(value_.real_);
+  case nullValue:
+    return 0;
+  case booleanValue:
+    return value_.bool_ ? 1 : 0;
+  default:
+    break;
+  }
+  JSON_FAIL_MESSAGE("Value is not convertible to Int.");
+}
+
+Value::UInt Value::asUInt() const {
+  switch (type_) {
+  case intValue:
+    JSON_ASSERT_MESSAGE(isUInt(), "LargestInt out of UInt range");
+    return UInt(value_.int_);
+  case uintValue:
+    JSON_ASSERT_MESSAGE(isUInt(), "LargestUInt out of UInt range");
+    return UInt(value_.uint_);
+  case realValue:
+    JSON_ASSERT_MESSAGE(InRange(value_.real_, 0, maxUInt),
+                        "double out of UInt range");
+    return UInt(value_.real_);
+  case nullValue:
+    return 0;
+  case booleanValue:
+    return value_.bool_ ? 1 : 0;
+  default:
+    break;
+  }
+  JSON_FAIL_MESSAGE("Value is not convertible to UInt.");
+}
+
+#if defined(JSON_HAS_INT64)
+
+Value::Int64 Value::asInt64() const {
+  switch (type_) {
+  case intValue:
+    return Int64(value_.int_);
+  case uintValue:
+    JSON_ASSERT_MESSAGE(isInt64(), "LargestUInt out of Int64 range");
+    return Int64(value_.uint_);
+  case realValue:
+    JSON_ASSERT_MESSAGE(InRange(value_.real_, minInt64, maxInt64),
+                        "double out of Int64 range");
+    return Int64(value_.real_);
+  case nullValue:
+    return 0;
+  case booleanValue:
+    return value_.bool_ ? 1 : 0;
+  default:
+    break;
+  }
+  JSON_FAIL_MESSAGE("Value is not convertible to Int64.");
+}
+
+Value::UInt64 Value::asUInt64() const {
+  switch (type_) {
+  case intValue:
+    JSON_ASSERT_MESSAGE(isUInt64(), "LargestInt out of UInt64 range");
+    return UInt64(value_.int_);
+  case uintValue:
+    return UInt64(value_.uint_);
+  case realValue:
+    JSON_ASSERT_MESSAGE(InRange(value_.real_, 0, maxUInt64),
+                        "double out of UInt64 range");
+    return UInt64(value_.real_);
+  case nullValue:
+    return 0;
+  case booleanValue:
+    return value_.bool_ ? 1 : 0;
+  default:
+    break;
+  }
+  JSON_FAIL_MESSAGE("Value is not convertible to UInt64.");
+}
+#endif // if defined(JSON_HAS_INT64)
+
+LargestInt Value::asLargestInt() const {
+#if defined(JSON_NO_INT64)
+  return asInt();
+#else
+  return asInt64();
+#endif
+}
+
+LargestUInt Value::asLargestUInt() const {
+#if defined(JSON_NO_INT64)
+  return asUInt();
+#else
+  return asUInt64();
+#endif
+}
+
+double Value::asDouble() const {
+  switch (type_) {
+  case intValue:
+    return static_cast<double>(value_.int_);
+  case uintValue:
+#if !defined(JSON_USE_INT64_DOUBLE_CONVERSION)
+    return static_cast<double>(value_.uint_);
+#else  // if !defined(JSON_USE_INT64_DOUBLE_CONVERSION)
+    return integerToDouble(value_.uint_);
+#endif // if !defined(JSON_USE_INT64_DOUBLE_CONVERSION)
+  case realValue:
+    return value_.real_;
+  case nullValue:
+    return 0.0;
+  case booleanValue:
+    return value_.bool_ ? 1.0 : 0.0;
+  default:
+    break;
+  }
+  JSON_FAIL_MESSAGE("Value is not convertible to double.");
+}
+
+float Value::asFloat() const {
+  switch (type_) {
+  case intValue:
+    return static_cast<float>(value_.int_);
+  case uintValue:
+#if !defined(JSON_USE_INT64_DOUBLE_CONVERSION)
+    return static_cast<float>(value_.uint_);
+#else  // if !defined(JSON_USE_INT64_DOUBLE_CONVERSION)
+    // This can fail (silently?) if the value is bigger than MAX_FLOAT.
+    return static_cast<float>(integerToDouble(value_.uint_));
+#endif // if !defined(JSON_USE_INT64_DOUBLE_CONVERSION)
+  case realValue:
+    return static_cast<float>(value_.real_);
+  case nullValue:
+    return 0.0;
+  case booleanValue:
+    return value_.bool_ ? 1.0f : 0.0f;
+  default:
+    break;
+  }
+  JSON_FAIL_MESSAGE("Value is not convertible to float.");
+}
+
+bool Value::asBool() const {
+  switch (type_) {
+  case booleanValue:
+    return value_.bool_;
+  case nullValue:
+    return false;
+  case intValue:
+    return value_.int_ ? true : false;
+  case uintValue:
+    return value_.uint_ ? true : false;
+  case realValue:
+    // This is kind of strange. Not recommended.
+    return (value_.real_ != 0.0) ? true : false;
+  default:
+    break;
+  }
+  JSON_FAIL_MESSAGE("Value is not convertible to bool.");
+}
+
+bool Value::isConvertibleTo(ValueType other) const {
+  switch (other) {
+  case nullValue:
+    return (isNumeric() && asDouble() == 0.0) ||
+           (type_ == booleanValue && value_.bool_ == false) ||
+           (type_ == stringValue && asString() == "") ||
+           (type_ == arrayValue && value_.map_->size() == 0) ||
+           (type_ == objectValue && value_.map_->size() == 0) ||
+           type_ == nullValue;
+  case intValue:
+    return isInt() ||
+           (type_ == realValue && InRange(value_.real_, minInt, maxInt)) ||
+           type_ == booleanValue || type_ == nullValue;
+  case uintValue:
+    return isUInt() ||
+           (type_ == realValue && InRange(value_.real_, 0, maxUInt)) ||
+           type_ == booleanValue || type_ == nullValue;
+  case realValue:
+    return isNumeric() || type_ == booleanValue || type_ == nullValue;
+  case booleanValue:
+    return isNumeric() || type_ == booleanValue || type_ == nullValue;
+  case stringValue:
+    return isNumeric() || type_ == booleanValue || type_ == stringValue ||
+           type_ == nullValue;
+  case arrayValue:
+    return type_ == arrayValue || type_ == nullValue;
+  case objectValue:
+    return type_ == objectValue || type_ == nullValue;
+  }
+  JSON_ASSERT_UNREACHABLE;
+  return false;
+}
+
+/// Number of values in array or object
+ArrayIndex Value::size() const {
+  switch (type_) {
+  case nullValue:
+  case intValue:
+  case uintValue:
+  case realValue:
+  case booleanValue:
+  case stringValue:
+    return 0;
+  case arrayValue: // size of the array is highest index + 1
+    if (!value_.map_->empty()) {
+      ObjectValues::const_iterator itLast = value_.map_->end();
+      --itLast;
+      return (*itLast).first.index() + 1;
+    }
+    return 0;
+  case objectValue:
+    return ArrayIndex(value_.map_->size());
+  }
+  JSON_ASSERT_UNREACHABLE;
+  return 0; // unreachable;
+}
+
+bool Value::empty() const {
+  if (isNull() || isArray() || isObject())
+    return size() == 0u;
+  else
+    return false;
+}
+
+bool Value::operator!() const { return isNull(); }
+
+void Value::clear() {
+  JSON_ASSERT_MESSAGE(type_ == nullValue || type_ == arrayValue ||
+                          type_ == objectValue,
+                      "in Json::Value::clear(): requires complex value");
+  start_ = 0;
+  limit_ = 0;
+  switch (type_) {
+  case arrayValue:
+  case objectValue:
+    value_.map_->clear();
+    break;
+  default:
+    break;
+  }
+}
+
+void Value::resize(ArrayIndex newSize) {
+  JSON_ASSERT_MESSAGE(type_ == nullValue || type_ == arrayValue,
+                      "in Json::Value::resize(): requires arrayValue");
+  if (type_ == nullValue)
+    *this = Value(arrayValue);
+  ArrayIndex oldSize = size();
+  if (newSize == 0)
+    clear();
+  else if (newSize > oldSize)
+    (*this)[newSize - 1];
+  else {
+    for (ArrayIndex index = newSize; index < oldSize; ++index) {
+      value_.map_->erase(index);
+    }
+    JSON_ASSERT(size() == newSize);
+  }
+}
+
+Value& Value::operator[](ArrayIndex index) {
+  JSON_ASSERT_MESSAGE(
+      type_ == nullValue || type_ == arrayValue,
+      "in Json::Value::operator[](ArrayIndex): requires arrayValue");
+  if (type_ == nullValue)
+    *this = Value(arrayValue);
+  CZString key(index);
+  ObjectValues::iterator it = value_.map_->lower_bound(key);
+  if (it != value_.map_->end() && (*it).first == key)
+    return (*it).second;
+
+  ObjectValues::value_type defaultValue(key, nullRef);
+  it = value_.map_->insert(it, defaultValue);
+  return (*it).second;
+}
+
+Value& Value::operator[](int index) {
+  JSON_ASSERT_MESSAGE(
+      index >= 0,
+      "in Json::Value::operator[](int index): index cannot be negative");
+  return (*this)[ArrayIndex(index)];
+}
+
+const Value& Value::operator[](ArrayIndex index) const {
+  JSON_ASSERT_MESSAGE(
+      type_ == nullValue || type_ == arrayValue,
+      "in Json::Value::operator[](ArrayIndex)const: requires arrayValue");
+  if (type_ == nullValue)
+    return nullRef;
+  CZString key(index);
+  ObjectValues::const_iterator it = value_.map_->find(key);
+  if (it == value_.map_->end())
+    return nullRef;
+  return (*it).second;
+}
+
+const Value& Value::operator[](int index) const {
+  JSON_ASSERT_MESSAGE(
+      index >= 0,
+      "in Json::Value::operator[](int index) const: index cannot be negative");
+  return (*this)[ArrayIndex(index)];
+}
+
+void Value::initBasic(ValueType vtype, bool allocated) {
+  type_ = vtype;
+  allocated_ = allocated;
+  comments_ = 0;
+  start_ = 0;
+  limit_ = 0;
+}
+
+// Access an object value by name, create a null member if it does not exist.
+// @pre Type of '*this' is object or null.
+// @param key is null-terminated.
+Value& Value::resolveReference(const char* key) {
+  JSON_ASSERT_MESSAGE(
+      type_ == nullValue || type_ == objectValue,
+      "in Json::Value::resolveReference(): requires objectValue");
+  if (type_ == nullValue)
+    *this = Value(objectValue);
+  CZString actualKey(
+      key, static_cast<unsigned>(strlen(key)), CZString::noDuplication); // NOTE!
+  ObjectValues::iterator it = value_.map_->lower_bound(actualKey);
+  if (it != value_.map_->end() && (*it).first == actualKey)
+    return (*it).second;
+
+  ObjectValues::value_type defaultValue(actualKey, nullRef);
+  it = value_.map_->insert(it, defaultValue);
+  Value& value = (*it).second;
+  return value;
+}
+
+// @param key is not null-terminated.
+Value& Value::resolveReference(char const* key, char const* cend)
+{
+  JSON_ASSERT_MESSAGE(
+      type_ == nullValue || type_ == objectValue,
+      "in Json::Value::resolveReference(key, end): requires objectValue");
+  if (type_ == nullValue)
+    *this = Value(objectValue);
+  CZString actualKey(
+      key, static_cast<unsigned>(cend-key), CZString::duplicateOnCopy);
+  ObjectValues::iterator it = value_.map_->lower_bound(actualKey);
+  if (it != value_.map_->end() && (*it).first == actualKey)
+    return (*it).second;
+
+  ObjectValues::value_type defaultValue(actualKey, nullRef);
+  it = value_.map_->insert(it, defaultValue);
+  Value& value = (*it).second;
+  return value;
+}
+
+Value Value::get(ArrayIndex index, const Value& defaultValue) const {
+  const Value* value = &((*this)[index]);
+  return value == &nullRef ? defaultValue : *value;
+}
+
+bool Value::isValidIndex(ArrayIndex index) const { return index < size(); }
+
+Value const* Value::find(char const* key, char const* cend) const
+{
+  JSON_ASSERT_MESSAGE(
+      type_ == nullValue || type_ == objectValue,
+      "in Json::Value::find(key, end, found): requires objectValue or nullValue");
+  if (type_ == nullValue) return NULL;
+  CZString actualKey(key, static_cast<unsigned>(cend-key), CZString::noDuplication);
+  ObjectValues::const_iterator it = value_.map_->find(actualKey);
+  if (it == value_.map_->end()) return NULL;
+  return &(*it).second;
+}
+const Value& Value::operator[](const char* key) const
+{
+  Value const* found = find(key, key + strlen(key));
+  if (!found) return nullRef;
+  return *found;
+}
+Value const& Value::operator[](JSONCPP_STRING const& key) const
+{
+  Value const* found = find(key.data(), key.data() + key.length());
+  if (!found) return nullRef;
+  return *found;
+}
+
+Value& Value::operator[](const char* key) {
+  return resolveReference(key, key + strlen(key));
+}
+
+Value& Value::operator[](const JSONCPP_STRING& key) {
+  return resolveReference(key.data(), key.data() + key.length());
+}
+
+Value& Value::operator[](const StaticString& key) {
+  return resolveReference(key.c_str());
+}
+
+#ifdef JSON_USE_CPPTL
+Value& Value::operator[](const CppTL::ConstString& key) {
+  return resolveReference(key.c_str(), key.end_c_str());
+}
+Value const& Value::operator[](CppTL::ConstString const& key) const
+{
+  Value const* found = find(key.c_str(), key.end_c_str());
+  if (!found) return nullRef;
+  return *found;
+}
+#endif
+
+Value& Value::append(const Value& value) { return (*this)[size()] = value; }
+
+Value Value::get(char const* key, char const* cend, Value const& defaultValue) const
+{
+  Value const* found = find(key, cend);
+  return !found ? defaultValue : *found;
+}
+Value Value::get(char const* key, Value const& defaultValue) const
+{
+  return get(key, key + strlen(key), defaultValue);
+}
+Value Value::get(JSONCPP_STRING const& key, Value const& defaultValue) const
+{
+  return get(key.data(), key.data() + key.length(), defaultValue);
+}
+
+
+bool Value::removeMember(const char* key, const char* cend, Value* removed)
+{
+  if (type_ != objectValue) {
+    return false;
+  }
+  CZString actualKey(key, static_cast<unsigned>(cend-key), CZString::noDuplication);
+  ObjectValues::iterator it = value_.map_->find(actualKey);
+  if (it == value_.map_->end())
+    return false;
+  *removed = it->second;
+  value_.map_->erase(it);
+  return true;
+}
+bool Value::removeMember(const char* key, Value* removed)
+{
+  return removeMember(key, key + strlen(key), removed);
+}
+bool Value::removeMember(JSONCPP_STRING const& key, Value* removed)
+{
+  return removeMember(key.data(), key.data() + key.length(), removed);
+}
+Value Value::removeMember(const char* key)
+{
+  JSON_ASSERT_MESSAGE(type_ == nullValue || type_ == objectValue,
+                      "in Json::Value::removeMember(): requires objectValue");
+  if (type_ == nullValue)
+    return nullRef;
+
+  Value removed;  // null
+  removeMember(key, key + strlen(key), &removed);
+  return removed; // still null if removeMember() did nothing
+}
+Value Value::removeMember(const JSONCPP_STRING& key)
+{
+  return removeMember(key.c_str());
+}
+
+bool Value::removeIndex(ArrayIndex index, Value* removed) {
+  if (type_ != arrayValue) {
+    return false;
+  }
+  CZString key(index);
+  ObjectValues::iterator it = value_.map_->find(key);
+  if (it == value_.map_->end()) {
+    return false;
+  }
+  *removed = it->second;
+  ArrayIndex oldSize = size();
+  // shift left all items left, into the place of the "removed"
+  for (ArrayIndex i = index; i < (oldSize - 1); ++i){
+    CZString keey(i);
+    (*value_.map_)[keey] = (*this)[i + 1];
+  }
+  // erase the last one ("leftover")
+  CZString keyLast(oldSize - 1);
+  ObjectValues::iterator itLast = value_.map_->find(keyLast);
+  value_.map_->erase(itLast);
+  return true;
+}
+
+#ifdef JSON_USE_CPPTL
+Value Value::get(const CppTL::ConstString& key,
+                 const Value& defaultValue) const {
+  return get(key.c_str(), key.end_c_str(), defaultValue);
+}
+#endif
+
+bool Value::isMember(char const* key, char const* cend) const
+{
+  Value const* value = find(key, cend);
+  return NULL != value;
+}
+bool Value::isMember(char const* key) const
+{
+  return isMember(key, key + strlen(key));
+}
+bool Value::isMember(JSONCPP_STRING const& key) const
+{
+  return isMember(key.data(), key.data() + key.length());
+}
+
+#ifdef JSON_USE_CPPTL
+bool Value::isMember(const CppTL::ConstString& key) const {
+  return isMember(key.c_str(), key.end_c_str());
+}
+#endif
+
+Value::Members Value::getMemberNames() const {
+  JSON_ASSERT_MESSAGE(
+      type_ == nullValue || type_ == objectValue,
+      "in Json::Value::getMemberNames(), value must be objectValue");
+  if (type_ == nullValue)
+    return Value::Members();
+  Members members;
+  members.reserve(value_.map_->size());
+  ObjectValues::const_iterator it = value_.map_->begin();
+  ObjectValues::const_iterator itEnd = value_.map_->end();
+  for (; it != itEnd; ++it) {
+    members.push_back(JSONCPP_STRING((*it).first.data(),
+                                  (*it).first.length()));
+  }
+  return members;
+}
+//
+//# ifdef JSON_USE_CPPTL
+// EnumMemberNames
+// Value::enumMemberNames() const
+//{
+//   if ( type_ == objectValue )
+//   {
+//      return CppTL::Enum::any(  CppTL::Enum::transform(
+//         CppTL::Enum::keys( *(value_.map_), CppTL::Type<const CZString &>() ),
+//         MemberNamesTransform() ) );
+//   }
+//   return EnumMemberNames();
+//}
+//
+//
+// EnumValues
+// Value::enumValues() const
+//{
+//   if ( type_ == objectValue  ||  type_ == arrayValue )
+//      return CppTL::Enum::anyValues( *(value_.map_),
+//                                     CppTL::Type<const Value &>() );
+//   return EnumValues();
+//}
+//
+//# endif
+
+static bool IsIntegral(double d) {
+  double integral_part;
+  return modf(d, &integral_part) == 0.0;
+}
+
+bool Value::isNull() const { return type_ == nullValue; }
+
+bool Value::isBool() const { return type_ == booleanValue; }
+
+bool Value::isInt() const {
+  switch (type_) {
+  case intValue:
+    return value_.int_ >= minInt && value_.int_ <= maxInt;
+  case uintValue:
+    return value_.uint_ <= UInt(maxInt);
+  case realValue:
+    return value_.real_ >= minInt && value_.real_ <= maxInt &&
+           IsIntegral(value_.real_);
+  default:
+    break;
+  }
+  return false;
+}
+
+bool Value::isUInt() const {
+  switch (type_) {
+  case intValue:
+    return value_.int_ >= 0 && LargestUInt(value_.int_) <= LargestUInt(maxUInt);
+  case uintValue:
+    return value_.uint_ <= maxUInt;
+  case realValue:
+    return value_.real_ >= 0 && value_.real_ <= maxUInt &&
+           IsIntegral(value_.real_);
+  default:
+    break;
+  }
+  return false;
+}
+
+bool Value::isInt64() const {
+#if defined(JSON_HAS_INT64)
+  switch (type_) {
+  case intValue:
+    return true;
+  case uintValue:
+    return value_.uint_ <= UInt64(maxInt64);
+  case realValue:
+    // Note that maxInt64 (= 2^63 - 1) is not exactly representable as a
+    // double, so double(maxInt64) will be rounded up to 2^63. Therefore we
+    // require the value to be strictly less than the limit.
+    return value_.real_ >= double(minInt64) &&
+           value_.real_ < double(maxInt64) && IsIntegral(value_.real_);
+  default:
+    break;
+  }
+#endif // JSON_HAS_INT64
+  return false;
+}
+
+bool Value::isUInt64() const {
+#if defined(JSON_HAS_INT64)
+  switch (type_) {
+  case intValue:
+    return value_.int_ >= 0;
+  case uintValue:
+    return true;
+  case realValue:
+    // Note that maxUInt64 (= 2^64 - 1) is not exactly representable as a
+    // double, so double(maxUInt64) will be rounded up to 2^64. Therefore we
+    // require the value to be strictly less than the limit.
+    return value_.real_ >= 0 && value_.real_ < maxUInt64AsDouble &&
+           IsIntegral(value_.real_);
+  default:
+    break;
+  }
+#endif // JSON_HAS_INT64
+  return false;
+}
+
+bool Value::isIntegral() const {
+#if defined(JSON_HAS_INT64)
+  return isInt64() || isUInt64();
+#else
+  return isInt() || isUInt();
+#endif
+}
+
+bool Value::isDouble() const { return type_ == realValue || isIntegral(); }
+
+bool Value::isNumeric() const { return isIntegral() || isDouble(); }
+
+bool Value::isString() const { return type_ == stringValue; }
+
+bool Value::isArray() const { return type_ == arrayValue; }
+
+bool Value::isObject() const { return type_ == objectValue; }
+
+void Value::setComment(const char* comment, size_t len, CommentPlacement placement) {
+  if (!comments_)
+    comments_ = new CommentInfo[numberOfCommentPlacement];
+  if ((len > 0) && (comment[len-1] == '\n')) {
+    // Always discard trailing newline, to aid indentation.
+    len -= 1;
+  }
+  comments_[placement].setComment(comment, len);
+}
+
+void Value::setComment(const char* comment, CommentPlacement placement) {
+  setComment(comment, strlen(comment), placement);
+}
+
+void Value::setComment(const JSONCPP_STRING& comment, CommentPlacement placement) {
+  setComment(comment.c_str(), comment.length(), placement);
+}
+
+bool Value::hasComment(CommentPlacement placement) const {
+  return comments_ != 0 && comments_[placement].comment_ != 0;
+}
+
+JSONCPP_STRING Value::getComment(CommentPlacement placement) const {
+  if (hasComment(placement))
+    return comments_[placement].comment_;
+  return "";
+}
+
+void Value::setOffsetStart(ptrdiff_t start) { start_ = start; }
+
+void Value::setOffsetLimit(ptrdiff_t limit) { limit_ = limit; }
+
+ptrdiff_t Value::getOffsetStart() const { return start_; }
+
+ptrdiff_t Value::getOffsetLimit() const { return limit_; }
+
+JSONCPP_STRING Value::toStyledString() const {
+  StyledWriter writer;
+  return writer.write(*this);
+}
+
+Value::const_iterator Value::begin() const {
+  switch (type_) {
+  case arrayValue:
+  case objectValue:
+    if (value_.map_)
+      return const_iterator(value_.map_->begin());
+    break;
+  default:
+    break;
+  }
+  return const_iterator();
+}
+
+Value::const_iterator Value::end() const {
+  switch (type_) {
+  case arrayValue:
+  case objectValue:
+    if (value_.map_)
+      return const_iterator(value_.map_->end());
+    break;
+  default:
+    break;
+  }
+  return const_iterator();
+}
+
+Value::iterator Value::begin() {
+  switch (type_) {
+  case arrayValue:
+  case objectValue:
+    if (value_.map_)
+      return iterator(value_.map_->begin());
+    break;
+  default:
+    break;
+  }
+  return iterator();
+}
+
+Value::iterator Value::end() {
+  switch (type_) {
+  case arrayValue:
+  case objectValue:
+    if (value_.map_)
+      return iterator(value_.map_->end());
+    break;
+  default:
+    break;
+  }
+  return iterator();
+}
+
+// class PathArgument
+// //////////////////////////////////////////////////////////////////
+
+PathArgument::PathArgument() : key_(), index_(), kind_(kindNone) {}
+
+PathArgument::PathArgument(ArrayIndex index)
+    : key_(), index_(index), kind_(kindIndex) {}
+
+PathArgument::PathArgument(const char* key)
+    : key_(key), index_(), kind_(kindKey) {}
+
+PathArgument::PathArgument(const JSONCPP_STRING& key)
+    : key_(key.c_str()), index_(), kind_(kindKey) {}
+
+// class Path
+// //////////////////////////////////////////////////////////////////
+
+Path::Path(const JSONCPP_STRING& path,
+           const PathArgument& a1,
+           const PathArgument& a2,
+           const PathArgument& a3,
+           const PathArgument& a4,
+           const PathArgument& a5) {
+  InArgs in;
+  in.push_back(&a1);
+  in.push_back(&a2);
+  in.push_back(&a3);
+  in.push_back(&a4);
+  in.push_back(&a5);
+  makePath(path, in);
+}
+
+void Path::makePath(const JSONCPP_STRING& path, const InArgs& in) {
+  const char* current = path.c_str();
+  const char* end = current + path.length();
+  InArgs::const_iterator itInArg = in.begin();
+  while (current != end) {
+    if (*current == '[') {
+      ++current;
+      if (*current == '%')
+        addPathInArg(path, in, itInArg, PathArgument::kindIndex);
+      else {
+        ArrayIndex index = 0;
+        for (; current != end && *current >= '0' && *current <= '9'; ++current)
+          index = index * 10 + ArrayIndex(*current - '0');
+        args_.push_back(index);
+      }
+      if (current == end || *current++ != ']')
+        invalidPath(path, int(current - path.c_str()));
+    } else if (*current == '%') {
+      addPathInArg(path, in, itInArg, PathArgument::kindKey);
+      ++current;
+    } else if (*current == '.') {
+      ++current;
+    } else {
+      const char* beginName = current;
+      while (current != end && !strchr("[.", *current))
+        ++current;
+      args_.push_back(JSONCPP_STRING(beginName, current));
+    }
+  }
+}
+
+void Path::addPathInArg(const JSONCPP_STRING& /*path*/,
+                        const InArgs& in,
+                        InArgs::const_iterator& itInArg,
+                        PathArgument::Kind kind) {
+  if (itInArg == in.end()) {
+    // Error: missing argument %d
+  } else if ((*itInArg)->kind_ != kind) {
+    // Error: bad argument type
+  } else {
+    args_.push_back(**itInArg);
+  }
+}
+
+void Path::invalidPath(const JSONCPP_STRING& /*path*/, int /*location*/) {
+  // Error: invalid path.
+}
+
+const Value& Path::resolve(const Value& root) const {
+  const Value* node = &root;
+  for (Args::const_iterator it = args_.begin(); it != args_.end(); ++it) {
+    const PathArgument& arg = *it;
+    if (arg.kind_ == PathArgument::kindIndex) {
+      if (!node->isArray() || !node->isValidIndex(arg.index_)) {
+        // Error: unable to resolve path (array value expected at position...
+      }
+      node = &((*node)[arg.index_]);
+    } else if (arg.kind_ == PathArgument::kindKey) {
+      if (!node->isObject()) {
+        // Error: unable to resolve path (object value expected at position...)
+      }
+      node = &((*node)[arg.key_]);
+      if (node == &Value::nullRef) {
+        // Error: unable to resolve path (object has no member named '' at
+        // position...)
+      }
+    }
+  }
+  return *node;
+}
+
+Value Path::resolve(const Value& root, const Value& defaultValue) const {
+  const Value* node = &root;
+  for (Args::const_iterator it = args_.begin(); it != args_.end(); ++it) {
+    const PathArgument& arg = *it;
+    if (arg.kind_ == PathArgument::kindIndex) {
+      if (!node->isArray() || !node->isValidIndex(arg.index_))
+        return defaultValue;
+      node = &((*node)[arg.index_]);
+    } else if (arg.kind_ == PathArgument::kindKey) {
+      if (!node->isObject())
+        return defaultValue;
+      node = &((*node)[arg.key_]);
+      if (node == &Value::nullRef)
+        return defaultValue;
+    }
+  }
+  return *node;
+}
+
+Value& Path::make(Value& root) const {
+  Value* node = &root;
+  for (Args::const_iterator it = args_.begin(); it != args_.end(); ++it) {
+    const PathArgument& arg = *it;
+    if (arg.kind_ == PathArgument::kindIndex) {
+      if (!node->isArray()) {
+        // Error: node is not an array at position ...
+      }
+      node = &((*node)[arg.index_]);
+    } else if (arg.kind_ == PathArgument::kindKey) {
+      if (!node->isObject()) {
+        // Error: node is not an object at position...
+      }
+      node = &((*node)[arg.key_]);
+    }
+  }
+  return *node;
+}
+
+} // namespace Json
+
+// //////////////////////////////////////////////////////////////////////
+// End of content of file: src/lib_json/json_value.cpp
+// //////////////////////////////////////////////////////////////////////
+
+
+
+
+
+
+// //////////////////////////////////////////////////////////////////////
+// Beginning of content of file: src/lib_json/json_writer.cpp
+// //////////////////////////////////////////////////////////////////////
+
+// Copyright 2011 Baptiste Lepilleur
+// Distributed under MIT license, or public domain if desired and
+// recognized in your jurisdiction.
+// See file LICENSE for detail or copy at http://jsoncpp.sourceforge.net/LICENSE
+
+#if !defined(JSON_IS_AMALGAMATION)
+#include <json/writer.h>
+#include "json_tool.h"
+#endif // if !defined(JSON_IS_AMALGAMATION)
+#include <iomanip>
+#include <memory>
+#include <sstream>
+#include <utility>
+#include <set>
+#include <cassert>
+#include <cstring>
+#include <cstdio>
+
+#if defined(_MSC_VER) && _MSC_VER >= 1200 && _MSC_VER < 1800 // Between VC++ 6.0 and VC++ 11.0
+#include <float.h>
+#define isfinite _finite
+#elif defined(__sun) && defined(__SVR4) //Solaris
+#if !defined(isfinite)
+#include <ieeefp.h>
+#define isfinite finite
+#endif
+#elif defined(_AIX)
+#if !defined(isfinite)
+#include <math.h>
+#define isfinite finite
+#endif
+#elif defined(__hpux)
+#if !defined(isfinite)
+#if defined(__ia64) && !defined(finite)
+#define isfinite(x) ((sizeof(x) == sizeof(float) ? \
+                     _Isfinitef(x) : _IsFinite(x)))
+#else
+#include <math.h>
+#define isfinite finite
+#endif
+#endif
+#else
+#include <cmath>
+#if !(defined(__QNXNTO__)) // QNX already defines isfinite
+#define isfinite std::isfinite
+#endif
+#endif
+
+#if defined(_MSC_VER)
+#if !defined(WINCE) && defined(__STDC_SECURE_LIB__) && _MSC_VER >= 1500 // VC++ 9.0 and above
+#define snprintf sprintf_s
+#elif _MSC_VER >= 1900 // VC++ 14.0 and above
+#define snprintf std::snprintf
+#else
+#define snprintf _snprintf
+#endif
+#elif defined(__ANDROID__) || defined(__QNXNTO__)
+#define snprintf snprintf
+#elif __cplusplus >= 201103L
+#if !defined(__MINGW32__) && !defined(__CYGWIN__)
+#define snprintf std::snprintf
+#endif
+#endif
+
+#if defined(__BORLANDC__)  
+#include <float.h>
+#define isfinite _finite
+#define snprintf _snprintf
+#endif
+
+#if defined(_MSC_VER) && _MSC_VER >= 1400 // VC++ 8.0
+// Disable warning about strdup being deprecated.
+#pragma warning(disable : 4996)
+#endif
+
+namespace Json {
+
+#if __cplusplus >= 201103L || (defined(_CPPLIB_VER) && _CPPLIB_VER >= 520)
+typedef std::unique_ptr<StreamWriter> StreamWriterPtr;
+#else
+typedef std::auto_ptr<StreamWriter>   StreamWriterPtr;
+#endif
+
+static bool containsControlCharacter(const char* str) {
+  while (*str) {
+    if (isControlCharacter(*(str++)))
+      return true;
+  }
+  return false;
+}
+
+static bool containsControlCharacter0(const char* str, unsigned len) {
+  char const* end = str + len;
+  while (end != str) {
+    if (isControlCharacter(*str) || 0==*str)
+      return true;
+    ++str;
+  }
+  return false;
+}
+
+JSONCPP_STRING valueToString(LargestInt value) {
+  UIntToStringBuffer buffer;
+  char* current = buffer + sizeof(buffer);
+  if (value == Value::minLargestInt) {
+    uintToString(LargestUInt(Value::maxLargestInt) + 1, current);
+    *--current = '-';
+  } else if (value < 0) {
+    uintToString(LargestUInt(-value), current);
+    *--current = '-';
+  } else {
+    uintToString(LargestUInt(value), current);
+  }
+  assert(current >= buffer);
+  return current;
+}
+
+JSONCPP_STRING valueToString(LargestUInt value) {
+  UIntToStringBuffer buffer;
+  char* current = buffer + sizeof(buffer);
+  uintToString(value, current);
+  assert(current >= buffer);
+  return current;
+}
+
+#if defined(JSON_HAS_INT64)
+
+JSONCPP_STRING valueToString(Int value) {
+  return valueToString(LargestInt(value));
+}
+
+JSONCPP_STRING valueToString(UInt value) {
+  return valueToString(LargestUInt(value));
+}
+
+#endif // # if defined(JSON_HAS_INT64)
+
+JSONCPP_STRING valueToString(double value, bool useSpecialFloats, unsigned int precision) {
+  // Allocate a buffer that is more than large enough to store the 16 digits of
+  // precision requested below.
+  char buffer[32];
+  int len = -1;
+
+  char formatString[6];
+  sprintf(formatString, "%%.%dg", precision);
+
+  // Print into the buffer. We need not request the alternative representation
+  // that always has a decimal point because JSON doesn't distingish the
+  // concepts of reals and integers.
+  if (isfinite(value)) {
+    len = snprintf(buffer, sizeof(buffer), formatString, value);
+  } else {
+    // IEEE standard states that NaN values will not compare to themselves
+    if (value != value) {
+      len = snprintf(buffer, sizeof(buffer), useSpecialFloats ? "NaN" : "null");
+    } else if (value < 0) {
+      len = snprintf(buffer, sizeof(buffer), useSpecialFloats ? "-Infinity" : "-1e+9999");
+    } else {
+      len = snprintf(buffer, sizeof(buffer), useSpecialFloats ? "Infinity" : "1e+9999");
+    }
+    // For those, we do not need to call fixNumLoc, but it is fast.
+  }
+  assert(len >= 0);
+  fixNumericLocale(buffer, buffer + len);
+  return buffer;
+}
+
+JSONCPP_STRING valueToString(double value) { return valueToString(value, false, 17); }
+
+JSONCPP_STRING valueToString(bool value) { return value ? "true" : "false"; }
+
+JSONCPP_STRING valueToQuotedString(const char* value) {
+  if (value == NULL)
+    return "";
+  // Not sure how to handle unicode...
+  if (strpbrk(value, "\"\\\b\f\n\r\t") == NULL &&
+      !containsControlCharacter(value))
+    return JSONCPP_STRING("\"") + value + "\"";
+  // We have to walk value and escape any special characters.
+  // Appending to JSONCPP_STRING is not efficient, but this should be rare.
+  // (Note: forward slashes are *not* rare, but I am not escaping them.)
+  JSONCPP_STRING::size_type maxsize =
+      strlen(value) * 2 + 3; // allescaped+quotes+NULL
+  JSONCPP_STRING result;
+  result.reserve(maxsize); // to avoid lots of mallocs
+  result += "\"";
+  for (const char* c = value; *c != 0; ++c) {
+    switch (*c) {
+    case '\"':
+      result += "\\\"";
+      break;
+    case '\\':
+      result += "\\\\";
+      break;
+    case '\b':
+      result += "\\b";
+      break;
+    case '\f':
+      result += "\\f";
+      break;
+    case '\n':
+      result += "\\n";
+      break;
+    case '\r':
+      result += "\\r";
+      break;
+    case '\t':
+      result += "\\t";
+      break;
+    // case '/':
+    // Even though \/ is considered a legal escape in JSON, a bare
+    // slash is also legal, so I see no reason to escape it.
+    // (I hope I am not misunderstanding something.
+    // blep notes: actually escaping \/ may be useful in javascript to avoid </
+    // sequence.
+    // Should add a flag to allow this compatibility mode and prevent this
+    // sequence from occurring.
+    default:
+      if (isControlCharacter(*c)) {
+        JSONCPP_OSTRINGSTREAM oss;
+        oss << "\\u" << std::hex << std::uppercase << std::setfill('0')
+            << std::setw(4) << static_cast<int>(*c);
+        result += oss.str();
+      } else {
+        result += *c;
+      }
+      break;
+    }
+  }
+  result += "\"";
+  return result;
+}
+
+// https://github.com/upcaste/upcaste/blob/master/src/upcore/src/cstring/strnpbrk.cpp
+static char const* strnpbrk(char const* s, char const* accept, size_t n) {
+  assert((s || !n) && accept);
+
+  char const* const end = s + n;
+  for (char const* cur = s; cur < end; ++cur) {
+    int const c = *cur;
+    for (char const* a = accept; *a; ++a) {
+      if (*a == c) {
+        return cur;
+      }
+    }
+  }
+  return NULL;
+}
+static JSONCPP_STRING valueToQuotedStringN(const char* value, unsigned length) {
+  if (value == NULL)
+    return "";
+  // Not sure how to handle unicode...
+  if (strnpbrk(value, "\"\\\b\f\n\r\t", length) == NULL &&
+      !containsControlCharacter0(value, length))
+    return JSONCPP_STRING("\"") + value + "\"";
+  // We have to walk value and escape any special characters.
+  // Appending to JSONCPP_STRING is not efficient, but this should be rare.
+  // (Note: forward slashes are *not* rare, but I am not escaping them.)
+  JSONCPP_STRING::size_type maxsize =
+      length * 2 + 3; // allescaped+quotes+NULL
+  JSONCPP_STRING result;
+  result.reserve(maxsize); // to avoid lots of mallocs
+  result += "\"";
+  char const* end = value + length;
+  for (const char* c = value; c != end; ++c) {
+    switch (*c) {
+    case '\"':
+      result += "\\\"";
+      break;
+    case '\\':
+      result += "\\\\";
+      break;
+    case '\b':
+      result += "\\b";
+      break;
+    case '\f':
+      result += "\\f";
+      break;
+    case '\n':
+      result += "\\n";
+      break;
+    case '\r':
+      result += "\\r";
+      break;
+    case '\t':
+      result += "\\t";
+      break;
+    // case '/':
+    // Even though \/ is considered a legal escape in JSON, a bare
+    // slash is also legal, so I see no reason to escape it.
+    // (I hope I am not misunderstanding something.)
+    // blep notes: actually escaping \/ may be useful in javascript to avoid </
+    // sequence.
+    // Should add a flag to allow this compatibility mode and prevent this
+    // sequence from occurring.
+    default:
+      if ((isControlCharacter(*c)) || (*c == 0)) {
+        JSONCPP_OSTRINGSTREAM oss;
+        oss << "\\u" << std::hex << std::uppercase << std::setfill('0')
+            << std::setw(4) << static_cast<int>(*c);
+        result += oss.str();
+      } else {
+        result += *c;
+      }
+      break;
+    }
+  }
+  result += "\"";
+  return result;
+}
+
+// Class Writer
+// //////////////////////////////////////////////////////////////////
+Writer::~Writer() {}
+
+// Class FastWriter
+// //////////////////////////////////////////////////////////////////
+
+FastWriter::FastWriter()
+    : yamlCompatiblityEnabled_(false), dropNullPlaceholders_(false),
+      omitEndingLineFeed_(false) {}
+
+void FastWriter::enableYAMLCompatibility() { yamlCompatiblityEnabled_ = true; }
+
+void FastWriter::dropNullPlaceholders() { dropNullPlaceholders_ = true; }
+
+void FastWriter::omitEndingLineFeed() { omitEndingLineFeed_ = true; }
+
+JSONCPP_STRING FastWriter::write(const Value& root) {
+  document_ = "";
+  writeValue(root);
+  if (!omitEndingLineFeed_)
+    document_ += "\n";
+  return document_;
+}
+
+void FastWriter::writeValue(const Value& value) {
+  switch (value.type()) {
+  case nullValue:
+    if (!dropNullPlaceholders_)
+      document_ += "null";
+    break;
+  case intValue:
+    document_ += valueToString(value.asLargestInt());
+    break;
+  case uintValue:
+    document_ += valueToString(value.asLargestUInt());
+    break;
+  case realValue:
+    document_ += valueToString(value.asDouble());
+    break;
+  case stringValue:
+  {
+    // Is NULL possible for value.string_?
+    char const* str;
+    char const* end;
+    bool ok = value.getString(&str, &end);
+    if (ok) document_ += valueToQuotedStringN(str, static_cast<unsigned>(end-str));
+    break;
+  }
+  case booleanValue:
+    document_ += valueToString(value.asBool());
+    break;
+  case arrayValue: {
+    document_ += '[';
+    ArrayIndex size = value.size();
+    for (ArrayIndex index = 0; index < size; ++index) {
+      if (index > 0)
+        document_ += ',';
+      writeValue(value[index]);
+    }
+    document_ += ']';
+  } break;
+  case objectValue: {
+    Value::Members members(value.getMemberNames());
+    document_ += '{';
+    for (Value::Members::iterator it = members.begin(); it != members.end();
+         ++it) {
+      const JSONCPP_STRING& name = *it;
+      if (it != members.begin())
+        document_ += ',';
+      document_ += valueToQuotedStringN(name.data(), static_cast<unsigned>(name.length()));
+      document_ += yamlCompatiblityEnabled_ ? ": " : ":";
+      writeValue(value[name]);
+    }
+    document_ += '}';
+  } break;
+  }
+}
+
+// Class StyledWriter
+// //////////////////////////////////////////////////////////////////
+
+StyledWriter::StyledWriter()
+    : rightMargin_(74), indentSize_(3), addChildValues_() {}
+
+JSONCPP_STRING StyledWriter::write(const Value& root) {
+  document_ = "";
+  addChildValues_ = false;
+  indentString_ = "";
+  writeCommentBeforeValue(root);
+  writeValue(root);
+  writeCommentAfterValueOnSameLine(root);
+  document_ += "\n";
+  return document_;
+}
+
+void StyledWriter::writeValue(const Value& value) {
+  switch (value.type()) {
+  case nullValue:
+    pushValue("null");
+    break;
+  case intValue:
+    pushValue(valueToString(value.asLargestInt()));
+    break;
+  case uintValue:
+    pushValue(valueToString(value.asLargestUInt()));
+    break;
+  case realValue:
+    pushValue(valueToString(value.asDouble()));
+    break;
+  case stringValue:
+  {
+    // Is NULL possible for value.string_?
+    char const* str;
+    char const* end;
+    bool ok = value.getString(&str, &end);
+    if (ok) pushValue(valueToQuotedStringN(str, static_cast<unsigned>(end-str)));
+    else pushValue("");
+    break;
+  }
+  case booleanValue:
+    pushValue(valueToString(value.asBool()));
+    break;
+  case arrayValue:
+    writeArrayValue(value);
+    break;
+  case objectValue: {
+    Value::Members members(value.getMemberNames());
+    if (members.empty())
+      pushValue("{}");
+    else {
+      writeWithIndent("{");
+      indent();
+      Value::Members::iterator it = members.begin();
+      for (;;) {
+        const JSONCPP_STRING& name = *it;
+        const Value& childValue = value[name];
+        writeCommentBeforeValue(childValue);
+        writeWithIndent(valueToQuotedString(name.c_str()));
+        document_ += " : ";
+        writeValue(childValue);
+        if (++it == members.end()) {
+          writeCommentAfterValueOnSameLine(childValue);
+          break;
+        }
+        document_ += ',';
+        writeCommentAfterValueOnSameLine(childValue);
+      }
+      unindent();
+      writeWithIndent("}");
+    }
+  } break;
+  }
+}
+
+void StyledWriter::writeArrayValue(const Value& value) {
+  unsigned size = value.size();
+  if (size == 0)
+    pushValue("[]");
+  else {
+    bool isArrayMultiLine = isMultineArray(value);
+    if (isArrayMultiLine) {
+      writeWithIndent("[");
+      indent();
+      bool hasChildValue = !childValues_.empty();
+      unsigned index = 0;
+      for (;;) {
+        const Value& childValue = value[index];
+        writeCommentBeforeValue(childValue);
+        if (hasChildValue)
+          writeWithIndent(childValues_[index]);
+        else {
+          writeIndent();
+          writeValue(childValue);
+        }
+        if (++index == size) {
+          writeCommentAfterValueOnSameLine(childValue);
+          break;
+        }
+        document_ += ',';
+        writeCommentAfterValueOnSameLine(childValue);
+      }
+      unindent();
+      writeWithIndent("]");
+    } else // output on a single line
+    {
+      assert(childValues_.size() == size);
+      document_ += "[ ";
+      for (unsigned index = 0; index < size; ++index) {
+        if (index > 0)
+          document_ += ", ";
+        document_ += childValues_[index];
+      }
+      document_ += " ]";
+    }
+  }
+}
+
+bool StyledWriter::isMultineArray(const Value& value) {
+  ArrayIndex const size = value.size();
+  bool isMultiLine = size * 3 >= rightMargin_;
+  childValues_.clear();
+  for (ArrayIndex index = 0; index < size && !isMultiLine; ++index) {
+    const Value& childValue = value[index];
+    isMultiLine = ((childValue.isArray() || childValue.isObject()) &&
+                        childValue.size() > 0);
+  }
+  if (!isMultiLine) // check if line length > max line length
+  {
+    childValues_.reserve(size);
+    addChildValues_ = true;
+    ArrayIndex lineLength = 4 + (size - 1) * 2; // '[ ' + ', '*n + ' ]'
+    for (ArrayIndex index = 0; index < size; ++index) {
+      if (hasCommentForValue(value[index])) {
+        isMultiLine = true;
+      }
+      writeValue(value[index]);
+      lineLength += static_cast<ArrayIndex>(childValues_[index].length());
+    }
+    addChildValues_ = false;
+    isMultiLine = isMultiLine || lineLength >= rightMargin_;
+  }
+  return isMultiLine;
+}
+
+void StyledWriter::pushValue(const JSONCPP_STRING& value) {
+  if (addChildValues_)
+    childValues_.push_back(value);
+  else
+    document_ += value;
+}
+
+void StyledWriter::writeIndent() {
+  if (!document_.empty()) {
+    char last = document_[document_.length() - 1];
+    if (last == ' ') // already indented
+      return;
+    if (last != '\n') // Comments may add new-line
+      document_ += '\n';
+  }
+  document_ += indentString_;
+}
+
+void StyledWriter::writeWithIndent(const JSONCPP_STRING& value) {
+  writeIndent();
+  document_ += value;
+}
+
+void StyledWriter::indent() { indentString_ += JSONCPP_STRING(indentSize_, ' '); }
+
+void StyledWriter::unindent() {
+  assert(indentString_.size() >= indentSize_);
+  indentString_.resize(indentString_.size() - indentSize_);
+}
+
+void StyledWriter::writeCommentBeforeValue(const Value& root) {
+  if (!root.hasComment(commentBefore))
+    return;
+
+  document_ += "\n";
+  writeIndent();
+  const JSONCPP_STRING& comment = root.getComment(commentBefore);
+  JSONCPP_STRING::const_iterator iter = comment.begin();
+  while (iter != comment.end()) {
+    document_ += *iter;
+    if (*iter == '\n' &&
+       (iter != comment.end() && *(iter + 1) == '/'))
+      writeIndent();
+    ++iter;
+  }
+
+  // Comments are stripped of trailing newlines, so add one here
+  document_ += "\n";
+}
+
+void StyledWriter::writeCommentAfterValueOnSameLine(const Value& root) {
+  if (root.hasComment(commentAfterOnSameLine))
+    document_ += " " + root.getComment(commentAfterOnSameLine);
+
+  if (root.hasComment(commentAfter)) {
+    document_ += "\n";
+    document_ += root.getComment(commentAfter);
+    document_ += "\n";
+  }
+}
+
+bool StyledWriter::hasCommentForValue(const Value& value) {
+  return value.hasComment(commentBefore) ||
+         value.hasComment(commentAfterOnSameLine) ||
+         value.hasComment(commentAfter);
+}
+
+// Class StyledStreamWriter
+// //////////////////////////////////////////////////////////////////
+
+StyledStreamWriter::StyledStreamWriter(JSONCPP_STRING indentation)
+    : document_(NULL), rightMargin_(74), indentation_(indentation),
+      addChildValues_() {}
+
+void StyledStreamWriter::write(JSONCPP_OSTREAM& out, const Value& root) {
+  document_ = &out;
+  addChildValues_ = false;
+  indentString_ = "";
+  indented_ = true;
+  writeCommentBeforeValue(root);
+  if (!indented_) writeIndent();
+  indented_ = true;
+  writeValue(root);
+  writeCommentAfterValueOnSameLine(root);
+  *document_ << "\n";
+  document_ = NULL; // Forget the stream, for safety.
+}
+
+void StyledStreamWriter::writeValue(const Value& value) {
+  switch (value.type()) {
+  case nullValue:
+    pushValue("null");
+    break;
+  case intValue:
+    pushValue(valueToString(value.asLargestInt()));
+    break;
+  case uintValue:
+    pushValue(valueToString(value.asLargestUInt()));
+    break;
+  case realValue:
+    pushValue(valueToString(value.asDouble()));
+    break;
+  case stringValue:
+  {
+    // Is NULL possible for value.string_?
+    char const* str;
+    char const* end;
+    bool ok = value.getString(&str, &end);
+    if (ok) pushValue(valueToQuotedStringN(str, static_cast<unsigned>(end-str)));
+    else pushValue("");
+    break;
+  }
+  case booleanValue:
+    pushValue(valueToString(value.asBool()));
+    break;
+  case arrayValue:
+    writeArrayValue(value);
+    break;
+  case objectValue: {
+    Value::Members members(value.getMemberNames());
+    if (members.empty())
+      pushValue("{}");
+    else {
+      writeWithIndent("{");
+      indent();
+      Value::Members::iterator it = members.begin();
+      for (;;) {
+        const JSONCPP_STRING& name = *it;
+        const Value& childValue = value[name];
+        writeCommentBeforeValue(childValue);
+        writeWithIndent(valueToQuotedString(name.c_str()));
+        *document_ << " : ";
+        writeValue(childValue);
+        if (++it == members.end()) {
+          writeCommentAfterValueOnSameLine(childValue);
+          break;
+        }
+        *document_ << ",";
+        writeCommentAfterValueOnSameLine(childValue);
+      }
+      unindent();
+      writeWithIndent("}");
+    }
+  } break;
+  }
+}
+
+void StyledStreamWriter::writeArrayValue(const Value& value) {
+  unsigned size = value.size();
+  if (size == 0)
+    pushValue("[]");
+  else {
+    bool isArrayMultiLine = isMultineArray(value);
+    if (isArrayMultiLine) {
+      writeWithIndent("[");
+      indent();
+      bool hasChildValue = !childValues_.empty();
+      unsigned index = 0;
+      for (;;) {
+        const Value& childValue = value[index];
+        writeCommentBeforeValue(childValue);
+        if (hasChildValue)
+          writeWithIndent(childValues_[index]);
+        else {
+          if (!indented_) writeIndent();
+          indented_ = true;
+          writeValue(childValue);
+          indented_ = false;
+        }
+        if (++index == size) {
+          writeCommentAfterValueOnSameLine(childValue);
+          break;
+        }
+        *document_ << ",";
+        writeCommentAfterValueOnSameLine(childValue);
+      }
+      unindent();
+      writeWithIndent("]");
+    } else // output on a single line
+    {
+      assert(childValues_.size() == size);
+      *document_ << "[ ";
+      for (unsigned index = 0; index < size; ++index) {
+        if (index > 0)
+          *document_ << ", ";
+        *document_ << childValues_[index];
+      }
+      *document_ << " ]";
+    }
+  }
+}
+
+bool StyledStreamWriter::isMultineArray(const Value& value) {
+  ArrayIndex const size = value.size();
+  bool isMultiLine = size * 3 >= rightMargin_;
+  childValues_.clear();
+  for (ArrayIndex index = 0; index < size && !isMultiLine; ++index) {
+    const Value& childValue = value[index];
+    isMultiLine = ((childValue.isArray() || childValue.isObject()) &&
+                        childValue.size() > 0);
+  }
+  if (!isMultiLine) // check if line length > max line length
+  {
+    childValues_.reserve(size);
+    addChildValues_ = true;
+    ArrayIndex lineLength = 4 + (size - 1) * 2; // '[ ' + ', '*n + ' ]'
+    for (ArrayIndex index = 0; index < size; ++index) {
+      if (hasCommentForValue(value[index])) {
+        isMultiLine = true;
+      }
+      writeValue(value[index]);
+      lineLength += static_cast<ArrayIndex>(childValues_[index].length());
+    }
+    addChildValues_ = false;
+    isMultiLine = isMultiLine || lineLength >= rightMargin_;
+  }
+  return isMultiLine;
+}
+
+void StyledStreamWriter::pushValue(const JSONCPP_STRING& value) {
+  if (addChildValues_)
+    childValues_.push_back(value);
+  else
+    *document_ << value;
+}
+
+void StyledStreamWriter::writeIndent() {
+  // blep intended this to look at the so-far-written string
+  // to determine whether we are already indented, but
+  // with a stream we cannot do that. So we rely on some saved state.
+  // The caller checks indented_.
+  *document_ << '\n' << indentString_;
+}
+
+void StyledStreamWriter::writeWithIndent(const JSONCPP_STRING& value) {
+  if (!indented_) writeIndent();
+  *document_ << value;
+  indented_ = false;
+}
+
+void StyledStreamWriter::indent() { indentString_ += indentation_; }
+
+void StyledStreamWriter::unindent() {
+  assert(indentString_.size() >= indentation_.size());
+  indentString_.resize(indentString_.size() - indentation_.size());
+}
+
+void StyledStreamWriter::writeCommentBeforeValue(const Value& root) {
+  if (!root.hasComment(commentBefore))
+    return;
+
+  if (!indented_) writeIndent();
+  const JSONCPP_STRING& comment = root.getComment(commentBefore);
+  JSONCPP_STRING::const_iterator iter = comment.begin();
+  while (iter != comment.end()) {
+    *document_ << *iter;
+    if (*iter == '\n' &&
+       (iter != comment.end() && *(iter + 1) == '/'))
+      // writeIndent();  // would include newline
+      *document_ << indentString_;
+    ++iter;
+  }
+  indented_ = false;
+}
+
+void StyledStreamWriter::writeCommentAfterValueOnSameLine(const Value& root) {
+  if (root.hasComment(commentAfterOnSameLine))
+    *document_ << ' ' << root.getComment(commentAfterOnSameLine);
+
+  if (root.hasComment(commentAfter)) {
+    writeIndent();
+    *document_ << root.getComment(commentAfter);
+  }
+  indented_ = false;
+}
+
+bool StyledStreamWriter::hasCommentForValue(const Value& value) {
+  return value.hasComment(commentBefore) ||
+         value.hasComment(commentAfterOnSameLine) ||
+         value.hasComment(commentAfter);
+}
+
+//////////////////////////
+// BuiltStyledStreamWriter
+
+/// Scoped enums are not available until C++11.
+struct CommentStyle {
+  /// Decide whether to write comments.
+  enum Enum {
+    None,  ///< Drop all comments.
+    Most,  ///< Recover odd behavior of previous versions (not implemented yet).
+    All  ///< Keep all comments.
+  };
+};
+
+struct BuiltStyledStreamWriter : public StreamWriter
+{
+  BuiltStyledStreamWriter(
+      JSONCPP_STRING const& indentation,
+      CommentStyle::Enum cs,
+      JSONCPP_STRING const& colonSymbol,
+      JSONCPP_STRING const& nullSymbol,
+      JSONCPP_STRING const& endingLineFeedSymbol,
+      bool useSpecialFloats,
+      unsigned int precision);
+  int write(Value const& root, JSONCPP_OSTREAM* sout) JSONCPP_OVERRIDE;
+private:
+  void writeValue(Value const& value);
+  void writeArrayValue(Value const& value);
+  bool isMultineArray(Value const& value);
+  void pushValue(JSONCPP_STRING const& value);
+  void writeIndent();
+  void writeWithIndent(JSONCPP_STRING const& value);
+  void indent();
+  void unindent();
+  void writeCommentBeforeValue(Value const& root);
+  void writeCommentAfterValueOnSameLine(Value const& root);
+  static bool hasCommentForValue(const Value& value);
+
+  typedef std::vector<JSONCPP_STRING> ChildValues;
+
+  ChildValues childValues_;
+  JSONCPP_STRING indentString_;
+  unsigned int rightMargin_;
+  JSONCPP_STRING indentation_;
+  CommentStyle::Enum cs_;
+  JSONCPP_STRING colonSymbol_;
+  JSONCPP_STRING nullSymbol_;
+  JSONCPP_STRING endingLineFeedSymbol_;
+  bool addChildValues_ : 1;
+  bool indented_ : 1;
+  bool useSpecialFloats_ : 1;
+  unsigned int precision_;
+};
+BuiltStyledStreamWriter::BuiltStyledStreamWriter(
+      JSONCPP_STRING const& indentation,
+      CommentStyle::Enum cs,
+      JSONCPP_STRING const& colonSymbol,
+      JSONCPP_STRING const& nullSymbol,
+      JSONCPP_STRING const& endingLineFeedSymbol,
+      bool useSpecialFloats,
+      unsigned int precision)
+  : rightMargin_(74)
+  , indentation_(indentation)
+  , cs_(cs)
+  , colonSymbol_(colonSymbol)
+  , nullSymbol_(nullSymbol)
+  , endingLineFeedSymbol_(endingLineFeedSymbol)
+  , addChildValues_(false)
+  , indented_(false)
+  , useSpecialFloats_(useSpecialFloats)
+  , precision_(precision)
+{
+}
+int BuiltStyledStreamWriter::write(Value const& root, JSONCPP_OSTREAM* sout)
+{
+  sout_ = sout;
+  addChildValues_ = false;
+  indented_ = true;
+  indentString_ = "";
+  writeCommentBeforeValue(root);
+  if (!indented_) writeIndent();
+  indented_ = true;
+  writeValue(root);
+  writeCommentAfterValueOnSameLine(root);
+  *sout_ << endingLineFeedSymbol_;
+  sout_ = NULL;
+  return 0;
+}
+void BuiltStyledStreamWriter::writeValue(Value const& value) {
+  switch (value.type()) {
+  case nullValue:
+    pushValue(nullSymbol_);
+    break;
+  case intValue:
+    pushValue(valueToString(value.asLargestInt()));
+    break;
+  case uintValue:
+    pushValue(valueToString(value.asLargestUInt()));
+    break;
+  case realValue:
+    pushValue(valueToString(value.asDouble(), useSpecialFloats_, precision_));
+    break;
+  case stringValue:
+  {
+    // Is NULL is possible for value.string_?
+    char const* str;
+    char const* end;
+    bool ok = value.getString(&str, &end);
+    if (ok) pushValue(valueToQuotedStringN(str, static_cast<unsigned>(end-str)));
+    else pushValue("");
+    break;
+  }
+  case booleanValue:
+    pushValue(valueToString(value.asBool()));
+    break;
+  case arrayValue:
+    writeArrayValue(value);
+    break;
+  case objectValue: {
+    Value::Members members(value.getMemberNames());
+    if (members.empty())
+      pushValue("{}");
+    else {
+      writeWithIndent("{");
+      indent();
+      Value::Members::iterator it = members.begin();
+      for (;;) {
+        JSONCPP_STRING const& name = *it;
+        Value const& childValue = value[name];
+        writeCommentBeforeValue(childValue);
+        writeWithIndent(valueToQuotedStringN(name.data(), static_cast<unsigned>(name.length())));
+        *sout_ << colonSymbol_;
+        writeValue(childValue);
+        if (++it == members.end()) {
+          writeCommentAfterValueOnSameLine(childValue);
+          break;
+        }
+        *sout_ << ",";
+        writeCommentAfterValueOnSameLine(childValue);
+      }
+      unindent();
+      writeWithIndent("}");
+    }
+  } break;
+  }
+}
+
+void BuiltStyledStreamWriter::writeArrayValue(Value const& value) {
+  unsigned size = value.size();
+  if (size == 0)
+    pushValue("[]");
+  else {
+    bool isMultiLine = (cs_ == CommentStyle::All) || isMultineArray(value);
+    if (isMultiLine) {
+      writeWithIndent("[");
+      indent();
+      bool hasChildValue = !childValues_.empty();
+      unsigned index = 0;
+      for (;;) {
+        Value const& childValue = value[index];
+        writeCommentBeforeValue(childValue);
+        if (hasChildValue)
+          writeWithIndent(childValues_[index]);
+        else {
+          if (!indented_) writeIndent();
+          indented_ = true;
+          writeValue(childValue);
+          indented_ = false;
+        }
+        if (++index == size) {
+          writeCommentAfterValueOnSameLine(childValue);
+          break;
+        }
+        *sout_ << ",";
+        writeCommentAfterValueOnSameLine(childValue);
+      }
+      unindent();
+      writeWithIndent("]");
+    } else // output on a single line
+    {
+      assert(childValues_.size() == size);
+      *sout_ << "[";
+      if (!indentation_.empty()) *sout_ << " ";
+      for (unsigned index = 0; index < size; ++index) {
+        if (index > 0)
+          *sout_ << ", ";
+        *sout_ << childValues_[index];
+      }
+      if (!indentation_.empty()) *sout_ << " ";
+      *sout_ << "]";
+    }
+  }
+}
+
+bool BuiltStyledStreamWriter::isMultineArray(Value const& value) {
+  ArrayIndex const size = value.size();
+  bool isMultiLine = size * 3 >= rightMargin_;
+  childValues_.clear();
+  for (ArrayIndex index = 0; index < size && !isMultiLine; ++index) {
+    Value const& childValue = value[index];
+    isMultiLine = ((childValue.isArray() || childValue.isObject()) &&
+                        childValue.size() > 0);
+  }
+  if (!isMultiLine) // check if line length > max line length
+  {
+    childValues_.reserve(size);
+    addChildValues_ = true;
+    ArrayIndex lineLength = 4 + (size - 1) * 2; // '[ ' + ', '*n + ' ]'
+    for (ArrayIndex index = 0; index < size; ++index) {
+      if (hasCommentForValue(value[index])) {
+        isMultiLine = true;
+      }
+      writeValue(value[index]);
+      lineLength += static_cast<ArrayIndex>(childValues_[index].length());
+    }
+    addChildValues_ = false;
+    isMultiLine = isMultiLine || lineLength >= rightMargin_;
+  }
+  return isMultiLine;
+}
+
+void BuiltStyledStreamWriter::pushValue(JSONCPP_STRING const& value) {
+  if (addChildValues_)
+    childValues_.push_back(value);
+  else
+    *sout_ << value;
+}
+
+void BuiltStyledStreamWriter::writeIndent() {
+  // blep intended this to look at the so-far-written string
+  // to determine whether we are already indented, but
+  // with a stream we cannot do that. So we rely on some saved state.
+  // The caller checks indented_.
+
+  if (!indentation_.empty()) {
+    // In this case, drop newlines too.
+    *sout_ << '\n' << indentString_;
+  }
+}
+
+void BuiltStyledStreamWriter::writeWithIndent(JSONCPP_STRING const& value) {
+  if (!indented_) writeIndent();
+  *sout_ << value;
+  indented_ = false;
+}
+
+void BuiltStyledStreamWriter::indent() { indentString_ += indentation_; }
+
+void BuiltStyledStreamWriter::unindent() {
+  assert(indentString_.size() >= indentation_.size());
+  indentString_.resize(indentString_.size() - indentation_.size());
+}
+
+void BuiltStyledStreamWriter::writeCommentBeforeValue(Value const& root) {
+  if (cs_ == CommentStyle::None) return;
+  if (!root.hasComment(commentBefore))
+    return;
+
+  if (!indented_) writeIndent();
+  const JSONCPP_STRING& comment = root.getComment(commentBefore);
+  JSONCPP_STRING::const_iterator iter = comment.begin();
+  while (iter != comment.end()) {
+    *sout_ << *iter;
+    if (*iter == '\n' &&
+       (iter != comment.end() && *(iter + 1) == '/'))
+      // writeIndent();  // would write extra newline
+      *sout_ << indentString_;
+    ++iter;
+  }
+  indented_ = false;
+}
+
+void BuiltStyledStreamWriter::writeCommentAfterValueOnSameLine(Value const& root) {
+  if (cs_ == CommentStyle::None) return;
+  if (root.hasComment(commentAfterOnSameLine))
+    *sout_ << " " + root.getComment(commentAfterOnSameLine);
+
+  if (root.hasComment(commentAfter)) {
+    writeIndent();
+    *sout_ << root.getComment(commentAfter);
+  }
+}
+
+// static
+bool BuiltStyledStreamWriter::hasCommentForValue(const Value& value) {
+  return value.hasComment(commentBefore) ||
+         value.hasComment(commentAfterOnSameLine) ||
+         value.hasComment(commentAfter);
+}
+
+///////////////
+// StreamWriter
+
+StreamWriter::StreamWriter()
+    : sout_(NULL)
+{
+}
+StreamWriter::~StreamWriter()
+{
+}
+StreamWriter::Factory::~Factory()
+{}
+StreamWriterBuilder::StreamWriterBuilder()
+{
+  setDefaults(&settings_);
+}
+StreamWriterBuilder::~StreamWriterBuilder()
+{}
+StreamWriter* StreamWriterBuilder::newStreamWriter() const
+{
+  JSONCPP_STRING indentation = settings_["indentation"].asString();
+  JSONCPP_STRING cs_str = settings_["commentStyle"].asString();
+  bool eyc = settings_["enableYAMLCompatibility"].asBool();
+  bool dnp = settings_["dropNullPlaceholders"].asBool();
+  bool usf = settings_["useSpecialFloats"].asBool(); 
+  unsigned int pre = settings_["precision"].asUInt();
+  CommentStyle::Enum cs = CommentStyle::All;
+  if (cs_str == "All") {
+    cs = CommentStyle::All;
+  } else if (cs_str == "None") {
+    cs = CommentStyle::None;
+  } else {
+    throwRuntimeError("commentStyle must be 'All' or 'None'");
+  }
+  JSONCPP_STRING colonSymbol = " : ";
+  if (eyc) {
+    colonSymbol = ": ";
+  } else if (indentation.empty()) {
+    colonSymbol = ":";
+  }
+  JSONCPP_STRING nullSymbol = "null";
+  if (dnp) {
+    nullSymbol = "";
+  }
+  if (pre > 17) pre = 17;
+  JSONCPP_STRING endingLineFeedSymbol = "";
+  return new BuiltStyledStreamWriter(
+      indentation, cs,
+      colonSymbol, nullSymbol, endingLineFeedSymbol, usf, pre);
+}
+static void getValidWriterKeys(std::set<JSONCPP_STRING>* valid_keys)
+{
+  valid_keys->clear();
+  valid_keys->insert("indentation");
+  valid_keys->insert("commentStyle");
+  valid_keys->insert("enableYAMLCompatibility");
+  valid_keys->insert("dropNullPlaceholders");
+  valid_keys->insert("useSpecialFloats");
+  valid_keys->insert("precision");
+}
+bool StreamWriterBuilder::validate(Json::Value* invalid) const
+{
+  Json::Value my_invalid;
+  if (!invalid) invalid = &my_invalid;  // so we do not need to test for NULL
+  Json::Value& inv = *invalid;
+  std::set<JSONCPP_STRING> valid_keys;
+  getValidWriterKeys(&valid_keys);
+  Value::Members keys = settings_.getMemberNames();
+  size_t n = keys.size();
+  for (size_t i = 0; i < n; ++i) {
+    JSONCPP_STRING const& key = keys[i];
+    if (valid_keys.find(key) == valid_keys.end()) {
+      inv[key] = settings_[key];
+    }
+  }
+  return 0u == inv.size();
+}
+Value& StreamWriterBuilder::operator[](JSONCPP_STRING key)
+{
+  return settings_[key];
+}
+// static
+void StreamWriterBuilder::setDefaults(Json::Value* settings)
+{
+  //! [StreamWriterBuilderDefaults]
+  (*settings)["commentStyle"] = "All";
+  (*settings)["indentation"] = "\t";
+  (*settings)["enableYAMLCompatibility"] = false;
+  (*settings)["dropNullPlaceholders"] = false;
+  (*settings)["useSpecialFloats"] = false;
+  (*settings)["precision"] = 17;
+  //! [StreamWriterBuilderDefaults]
+}
+
+JSONCPP_STRING writeString(StreamWriter::Factory const& builder, Value const& root) {
+  JSONCPP_OSTRINGSTREAM sout;
+  StreamWriterPtr const writer(builder.newStreamWriter());
+  writer->write(root, &sout);
+  return sout.str();
+}
+
+JSONCPP_OSTREAM& operator<<(JSONCPP_OSTREAM& sout, Value const& root) {
+  StreamWriterBuilder builder;
+  StreamWriterPtr const writer(builder.newStreamWriter());
+  writer->write(root, &sout);
+  return sout;
+}
+
+} // namespace Json
+
+// //////////////////////////////////////////////////////////////////////
+// End of content of file: src/lib_json/json_writer.cpp
+// //////////////////////////////////////////////////////////////////////
+
+
+
+
+