Got error when test model with evaluate_model.ipynb.

[chaoyan1037]

Hi , I have trained the model on the local machine. Then when I run the evaluate_model.ipynb, I get an error at

solver.test(test, split='val')

Do you have a clue? The error output:

INFO:tensorflow:Restoring parameters from ./model/lstm/model-18
---------------------------------------------------------------------------
InvalidArgumentError                      Traceback (most recent call last)
<ipython-input-5-5b76702d1b6f> in <module>()
----> 1 solver.test(data, split='val')

/home/allen/Documents/ImageCaption/show-attend-and-tell/core/solver.pyc in test(self, data, split, attention_visualization, save_sampled_captions)
    202         with tf.Session(config=config) as sess:
    203             saver = tf.train.Saver()
--> 204             saver.restore(sess, self.test_model)
    205             features_batch, image_files = sample_coco_minibatch(data, self.batch_size)
    206             feed_dict = { self.model.features: features_batch }

/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/training/saver.pyc in restore(self, sess, save_path)
   1546     logging.info("Restoring parameters from %s", save_path)
   1547     sess.run(self.saver_def.restore_op_name,
-> 1548              {self.saver_def.filename_tensor_name: save_path})
   1549 
   1550   @staticmethod

/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/client/session.pyc in run(self, fetches, feed_dict, options, run_metadata)
    787     try:
    788       result = self._run(None, fetches, feed_dict, options_ptr,
--> 789                          run_metadata_ptr)
    790       if run_metadata:
    791         proto_data = tf_session.TF_GetBuffer(run_metadata_ptr)

/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/client/session.pyc in _run(self, handle, fetches, feed_dict, options, run_metadata)
    995     if final_fetches or final_targets:
    996       results = self._do_run(handle, final_targets, final_fetches,
--> 997                              feed_dict_string, options, run_metadata)
    998     else:
    999       results = []

/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/client/session.pyc in _do_run(self, handle, target_list, fetch_list, feed_dict, options, run_metadata)
   1130     if handle is None:
   1131       return self._do_call(_run_fn, self._session, feed_dict, fetch_list,
-> 1132                            target_list, options, run_metadata)
   1133     else:
   1134       return self._do_call(_prun_fn, self._session, handle, feed_dict,

/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/client/session.pyc in _do_call(self, fn, *args)
   1150         except KeyError:
   1151           pass
-> 1152       raise type(e)(node_def, op, message)
   1153 
   1154   def _extend_graph(self):

InvalidArgumentError: Assign requires shapes of both tensors to match. lhs shape= [1500,512] rhs shape= [1024,512]
	 [[Node: save/Assign_1 = Assign[T=DT_FLOAT, _class=["loc:@attention_layer/w"], use_locking=true, validate_shape=true, _device="/job:localhost/replica:0/task:0/gpu:0"](attention_layer/w, save/RestoreV2_1/_23)]]
	 [[Node: save/RestoreV2_14/_8 = _Send[T=DT_FLOAT, client_terminated=false, recv_device="/job:localhost/replica:0/task:0/gpu:0", send_device="/job:localhost/replica:0/task:0/cpu:0", send_device_incarnation=1, tensor_name="edge_56_save/RestoreV2_14", _device="/job:localhost/replica:0/task:0/cpu:0"](save/RestoreV2_14)]]

Caused by op u'save/Assign_1', defined at:
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/runpy.py", line 174, in _run_module_as_main
    "__main__", fname, loader, pkg_name)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/runpy.py", line 72, in _run_code
    exec code in run_globals
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/ipykernel_launcher.py", line 16, in <module>
    app.launch_new_instance()
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/traitlets/config/application.py", line 658, in launch_instance
    app.start()
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/ipykernel/kernelapp.py", line 486, in start
    self.io_loop.start()
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tornado/ioloop.py", line 1064, in start
    handler_func(fd_obj, events)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tornado/stack_context.py", line 276, in null_wrapper
    return fn(*args, **kwargs)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/zmq/eventloop/zmqstream.py", line 450, in _handle_events
    self._handle_recv()
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/zmq/eventloop/zmqstream.py", line 480, in _handle_recv
    self._run_callback(callback, msg)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/zmq/eventloop/zmqstream.py", line 432, in _run_callback
    callback(*args, **kwargs)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tornado/stack_context.py", line 276, in null_wrapper
    return fn(*args, **kwargs)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/ipykernel/kernelbase.py", line 283, in dispatcher
    return self.dispatch_shell(stream, msg)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/ipykernel/kernelbase.py", line 233, in dispatch_shell
    handler(stream, idents, msg)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/ipykernel/kernelbase.py", line 399, in execute_request
    user_expressions, allow_stdin)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/ipykernel/ipkernel.py", line 208, in do_execute
    res = shell.run_cell(code, store_history=store_history, silent=silent)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/ipykernel/zmqshell.py", line 537, in run_cell
    return super(ZMQInteractiveShell, self).run_cell(*args, **kwargs)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/IPython/core/interactiveshell.py", line 2714, in run_cell
    interactivity=interactivity, compiler=compiler, result=result)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/IPython/core/interactiveshell.py", line 2824, in run_ast_nodes
    if self.run_code(code, result):
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/IPython/core/interactiveshell.py", line 2878, in run_code
    exec(code_obj, self.user_global_ns, self.user_ns)
  File "<ipython-input-5-5b76702d1b6f>", line 1, in <module>
    solver.test(data, split='val')
  File "core/solver.py", line 203, in test
    saver = tf.train.Saver()
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 1139, in __init__
    self.build()
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 1170, in build
    restore_sequentially=self._restore_sequentially)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 691, in build
    restore_sequentially, reshape)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 419, in _AddRestoreOps
    assign_ops.append(saveable.restore(tensors, shapes))
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 155, in restore
    self.op.get_shape().is_fully_defined())
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/ops/state_ops.py", line 271, in assign
    validate_shape=validate_shape)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/ops/gen_state_ops.py", line 45, in assign
    use_locking=use_locking, name=name)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/framework/op_def_library.py", line 767, in apply_op
    op_def=op_def)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 2506, in create_op
    original_op=self._default_original_op, op_def=op_def)
  File "/home/allen/anaconda3/envs/python2/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 1269, in __init__
    self._traceback = _extract_stack()

InvalidArgumentError (see above for traceback): Assign requires shapes of both tensors to match. lhs shape= [1500,512] rhs shape= [1024,512]
	 [[Node: save/Assign_1 = Assign[T=DT_FLOAT, _class=["loc:@attention_layer/w"], use_locking=true, validate_shape=true, _device="/job:localhost/replica:0/task:0/gpu:0"](attention_layer/w, save/RestoreV2_1/_23)]]
	 [[Node: save/RestoreV2_14/_8 = _Send[T=DT_FLOAT, client_terminated=false, recv_device="/job:localhost/replica:0/task:0/gpu:0", send_device="/job:localhost/replica:0/task:0/cpu:0", send_device_incarnation=1, tensor_name="edge_56_save/RestoreV2_14", _device="/job:localhost/replica:0/task:0/cpu:0"](save/RestoreV2_14)]]

[chaoyan1037]

should be solved in PR78