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fix SRN algorithm infer error #13851

Merged
merged 1 commit into from
Sep 11, 2024
Merged

fix SRN algorithm infer error #13851

merged 1 commit into from
Sep 11, 2024
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GreatV
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@GreatV GreatV commented Sep 10, 2024

Close #12043

Previously inference using the SRN algorithm would report an error, W0910 03:27:08.048635 9645 gpu_cpu_map_matmul_to_mul_pass.cc:425] matmul op not support broadcast, please check inputs'shape. . So we may need to remove the pass gpu_cpu_map_matmul_to_mul_pass.

python3 tools/infer/predict_rec.py --image_dir="./doc/imgs_words/en/word_1.png" --rec_model_dir="./inference/rec_srn/" --rec_image_shape="1,64,256"  --rec_algorithm="SRN" --rec_char_dict_path=./ppocr/utils/ic15_dict.txt  --use_space_char=False
[2024/09/10 03:27:06] ppocr WARNING: The first GPU is used for inference by default, GPU ID: 0
�[1m�[35m--- Running analysis [ir_graph_build_pass]�[0m
I0910 03:27:06.930096  9645 executor.cc:183] Old Executor is Running.
�[1m�[35m--- Running analysis [ir_analysis_pass]�[0m
�[32m--- Running IR pass [map_op_to_another_pass]�[0m
I0910 03:27:06.992350  9645 fuse_pass_base.cc:59] ---  detected 58 subgraphs
�[32m--- Running IR pass [is_test_pass]�[0m
�[32m--- Running IR pass [simplify_with_basic_ops_pass]�[0m
�[32m--- Running IR pass [delete_quant_dequant_linear_op_pass]�[0m
�[32m--- Running IR pass [delete_weight_dequant_linear_op_pass]�[0m
�[32m--- Running IR pass [sparse_conv_optim_pass]�[0m
�[32m--- Running IR pass [constant_folding_pass]�[0m
I0910 03:27:07.039814  9645 fuse_pass_base.cc:59] ---  detected 5 subgraphs
�[32m--- Running IR pass [silu_fuse_pass]�[0m
�[32m--- Running IR pass [conv_bn_fuse_pass]�[0m
I0910 03:27:07.069940  9645 fuse_pass_base.cc:59] ---  detected 53 subgraphs
�[32m--- Running IR pass [conv_eltwiseadd_bn_fuse_pass]�[0m
W0910 03:27:07.083305  9645 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_eltwiseadd_bn_fuse_pass) failed!
W0910 03:27:07.083314  9645 conv_bn_fuse_pass.cc:644] Pass in op compat failed.
W0910 03:27:07.083319  9645 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_eltwiseadd_bn_fuse_pass) failed!
W0910 03:27:07.083323  9645 conv_bn_fuse_pass.cc:644] Pass in op compat failed.
�[32m--- Running IR pass [embedding_eltwise_layernorm_fuse_pass]�[0m
�[32m--- Running IR pass [multihead_matmul_fuse_pass_v2]�[0m
�[32m--- Running IR pass [vit_attention_fuse_pass]�[0m
�[32m--- Running IR pass [fused_multi_transformer_encoder_pass]�[0m
�[32m--- Running IR pass [fused_multi_transformer_decoder_pass]�[0m
�[32m--- Running IR pass [fused_multi_transformer_encoder_fuse_qkv_pass]�[0m
�[32m--- Running IR pass [fused_multi_transformer_decoder_fuse_qkv_pass]�[0m
�[32m--- Running IR pass [multi_devices_fused_multi_transformer_encoder_pass]�[0m
�[32m--- Running IR pass [multi_devices_fused_multi_transformer_encoder_fuse_qkv_pass]�[0m
�[32m--- Running IR pass [multi_devices_fused_multi_transformer_decoder_fuse_qkv_pass]�[0m
�[32m--- Running IR pass [fuse_multi_transformer_layer_pass]�[0m
�[32m--- Running IR pass [gpu_cpu_squeeze2_matmul_fuse_pass]�[0m
�[32m--- Running IR pass [gpu_cpu_reshape2_matmul_fuse_pass]�[0m
�[32m--- Running IR pass [gpu_cpu_flatten2_matmul_fuse_pass]�[0m
�[32m--- Running IR pass [gpu_cpu_map_matmul_v2_to_mul_pass]�[0m
I0910 03:27:08.046818  9645 fuse_pass_base.cc:59] ---  detected 65 subgraphs
�[32m--- Running IR pass [gpu_cpu_map_matmul_v2_to_matmul_pass]�[0m
W0910 03:27:08.048635  9645 gpu_cpu_map_matmul_to_mul_pass.cc:425] matmul op not support broadcast, please check inputs'shape. 
I0910 03:27:08.048646  9645 fuse_pass_base.cc:59] ---  detected 21 subgraphs
�[32m--- Running IR pass [matmul_scale_fuse_pass]�[0m
I0910 03:27:08.050783  9645 fuse_pass_base.cc:59] ---  detected 11 subgraphs
�[32m--- Running IR pass [multihead_matmul_fuse_pass_v3]�[0m
�[32m--- Running IR pass [gpu_cpu_map_matmul_to_mul_pass]�[0m
�[32m--- Running IR pass [fc_fuse_pass]�[0m
I0910 03:27:08.110085  9645 fuse_pass_base.cc:59] ---  detected 24 subgraphs
�[32m--- Running IR pass [fc_elementwise_layernorm_fuse_pass]�[0m
�[32m--- Running IR pass [conv_elementwise_add_act_fuse_pass]�[0m
I0910 03:27:08.128873  9645 fuse_pass_base.cc:59] ---  detected 33 subgraphs
�[32m--- Running IR pass [conv_elementwise_add2_act_fuse_pass]�[0m
I0910 03:27:08.134982  9645 fuse_pass_base.cc:59] ---  detected 4 subgraphs
�[32m--- Running IR pass [conv_elementwise_add_fuse_pass]�[0m
W0910 03:27:08.137372  9645 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_elementwise_add_fuse_pass) failed!
W0910 03:27:08.137379  9645 conv_elementwise_add_fuse_pass.cc:97] Pass in op compat failed.
W0910 03:27:08.137382  9645 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_elementwise_add_fuse_pass) failed!
W0910 03:27:08.137393  9645 conv_elementwise_add_fuse_pass.cc:97] Pass in op compat failed.
W0910 03:27:08.137398  9645 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_elementwise_add_fuse_pass) failed!
W0910 03:27:08.137400  9645 conv_elementwise_add_fuse_pass.cc:97] Pass in op compat failed.
W0910 03:27:08.137404  9645 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_elementwise_add_fuse_pass) failed!
W0910 03:27:08.137408  9645 conv_elementwise_add_fuse_pass.cc:97] Pass in op compat failed.
W0910 03:27:08.137410  9645 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_elementwise_add_fuse_pass) failed!
W0910 03:27:08.137413  9645 conv_elementwise_add_fuse_pass.cc:97] Pass in op compat failed.
I0910 03:27:08.138523  9645 fuse_pass_base.cc:59] ---  detected 16 subgraphs
�[32m--- Running IR pass [transpose_flatten_concat_fuse_pass]�[0m
�[32m--- Running IR pass [transfer_layout_pass]�[0m
�[32m--- Running IR pass [transfer_layout_elim_pass]�[0m
�[32m--- Running IR pass [auto_mixed_precision_pass]�[0m
�[32m--- Running IR pass [identity_op_clean_pass]�[0m
I0910 03:27:08.163686  9645 fuse_pass_base.cc:59] ---  detected 4 subgraphs
�[32m--- Running IR pass [inplace_op_var_pass]�[0m
I0910 03:27:08.164572  9645 fuse_pass_base.cc:59] ---  detected 55 subgraphs
�[1m�[35m--- Running analysis [ir_params_sync_among_devices_pass]�[0m
I0910 03:27:08.165179  9645 ir_params_sync_among_devices_pass.cc:49] Sync params from CPU to GPU
�[1m�[35m--- Running analysis [adjust_cudnn_workspace_size_pass]�[0m
�[1m�[35m--- Running analysis [inference_op_replace_pass]�[0m
�[1m�[35m--- Running analysis [save_optimized_model_pass]�[0m
�[1m�[35m--- Running analysis [ir_graph_to_program_pass]�[0m
I0910 03:27:08.249032  9645 analysis_predictor.cc:2300] ======= ir optimization completed =======
I0910 03:27:08.249928  9645 naive_executor.cc:207] ---  skip [feed], feed -> data_3
I0910 03:27:08.249934  9645 naive_executor.cc:207] ---  skip [feed], feed -> data_2
I0910 03:27:08.249938  9645 naive_executor.cc:207] ---  skip [feed], feed -> data_1
I0910 03:27:08.249941  9645 naive_executor.cc:207] ---  skip [feed], feed -> data_0
I0910 03:27:08.249944  9645 naive_executor.cc:207] ---  skip [feed], feed -> x
I0910 03:27:08.250773  9645 naive_executor.cc:207] ---  skip [save_infer_model/scale_0.tmp_0], fetch -> fetch
I0910 03:27:08.250779  9645 naive_executor.cc:207] ---  skip [matmul_v2_21.tmp_0], fetch -> fetch
I0910 03:27:08.250782  9645 naive_executor.cc:207] ---  skip [save_infer_model/scale_2.tmp_0], fetch -> fetch
I0910 03:27:08.250787  9645 naive_executor.cc:207] ---  skip [save_infer_model/scale_3.tmp_0], fetch -> fetch
I0910 03:27:08.250790  9645 naive_executor.cc:207] ---  skip [save_infer_model/scale_4.tmp_0], fetch -> fetch
[2024/09/10 03:27:08] ppocr INFO: In PP-OCRv3, rec_image_shape parameter defaults to '3, 48, 320', if you are using recognition model with PP-OCRv2 or an older version, please set --rec_image_shape='3,32,320
W0910 03:27:08.251653  9645 gpu_resources.cc:119] Please NOTE: device: 0, GPU Compute Capability: 8.6, Driver API Version: 12.4, Runtime API Version: 12.3
W0910 03:27:08.252079  9645 gpu_resources.cc:164] device: 0, cuDNN Version: 9.0.
I0910 03:27:08.252254  9645 program_interpreter.cc:243] New Executor is Running.


--------------------------------------
C++ Traceback (most recent call last):
--------------------------------------
0   paddle::AnalysisPredictor::ZeroCopyRun(bool)
1   paddle::framework::NaiveExecutor::RunInterpreterCore(std::vector<std::string, std::allocator<std::string > > const&, bool, bool)
2   paddle::framework::InterpreterCore::Run(std::vector<std::string, std::allocator<std::string > > const&, bool, bool, bool, bool)
3   paddle::framework::ProgramInterpreter::Run(std::vector<std::string, std::allocator<std::string > > const&, bool, bool, bool, bool)
4   paddle::framework::ProgramInterpreter::Build(std::vector<std::string, std::allocator<std::string > > const&, std::vector<paddle::framework::OpFuncNode, std::allocator<paddle::framework::OpFuncNode> >*, bool)
5   paddle::framework::interpreter::BuildOpFuncList(phi::Place const&, paddle::framework::BlockDesc const&, std::set<std::string, std::less<std::string >, std::allocator<std::string > > const&, std::vector<paddle::framework::OpFuncNode, std::allocator<paddle::framework::OpFuncNode> >*, paddle::framework::VariableScope*, paddle::framework::interpreter::ExecutionConfig const&, std::vector<std::function<void (paddle::framework::OperatorBase*, paddle::framework::Scope*)>, std::allocator<std::function<void (paddle::framework::OperatorBase*, paddle::framework::Scope*)> > > const&, std::vector<std::function<void (paddle::framework::OperatorBase*, paddle::framework::Scope*)>, std::allocator<std::function<void (paddle::framework::OperatorBase*, paddle::framework::Scope*)> > > const&, bool, bool)
6   paddle::operators::Reshape2Op::InferShape(paddle::framework::InferShapeContext*) const

----------------------
Error Message Summary:
----------------------
FatalError: `Segmentation fault` is detected by the operating system.
  [TimeInfo: *** Aborted at 1725938828 (unix time) try "date -d @1725938828" if you are using GNU date ***]
  [SignalInfo: *** SIGSEGV (@0x0) received by PID 9645 (TID 0x7fa41263a740) from PID 0 ***]

We were able to run it successfully after modifying the code.

[2024/09/10 03:28:49] ppocr WARNING: The first GPU is used for inference by default, GPU ID: 0
�[1m�[35m--- Running analysis [ir_graph_build_pass]�[0m
I0910 03:28:49.224186  9852 executor.cc:183] Old Executor is Running.
�[1m�[35m--- Running analysis [ir_analysis_pass]�[0m
�[32m--- Running IR pass [map_op_to_another_pass]�[0m
I0910 03:28:49.286415  9852 fuse_pass_base.cc:59] ---  detected 58 subgraphs
�[32m--- Running IR pass [is_test_pass]�[0m
�[32m--- Running IR pass [simplify_with_basic_ops_pass]�[0m
�[32m--- Running IR pass [delete_quant_dequant_linear_op_pass]�[0m
�[32m--- Running IR pass [delete_weight_dequant_linear_op_pass]�[0m
�[32m--- Running IR pass [sparse_conv_optim_pass]�[0m
�[32m--- Running IR pass [constant_folding_pass]�[0m
I0910 03:28:49.332994  9852 fuse_pass_base.cc:59] ---  detected 5 subgraphs
�[32m--- Running IR pass [silu_fuse_pass]�[0m
�[32m--- Running IR pass [conv_bn_fuse_pass]�[0m
I0910 03:28:49.363368  9852 fuse_pass_base.cc:59] ---  detected 53 subgraphs
�[32m--- Running IR pass [conv_eltwiseadd_bn_fuse_pass]�[0m
W0910 03:28:49.376542  9852 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_eltwiseadd_bn_fuse_pass) failed!
W0910 03:28:49.376551  9852 conv_bn_fuse_pass.cc:644] Pass in op compat failed.
W0910 03:28:49.376559  9852 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_eltwiseadd_bn_fuse_pass) failed!
W0910 03:28:49.376562  9852 conv_bn_fuse_pass.cc:644] Pass in op compat failed.
�[32m--- Running IR pass [embedding_eltwise_layernorm_fuse_pass]�[0m
�[32m--- Running IR pass [multihead_matmul_fuse_pass_v2]�[0m
�[32m--- Running IR pass [vit_attention_fuse_pass]�[0m
�[32m--- Running IR pass [fused_multi_transformer_encoder_pass]�[0m
�[32m--- Running IR pass [fused_multi_transformer_decoder_pass]�[0m
�[32m--- Running IR pass [fused_multi_transformer_encoder_fuse_qkv_pass]�[0m
�[32m--- Running IR pass [fused_multi_transformer_decoder_fuse_qkv_pass]�[0m
�[32m--- Running IR pass [multi_devices_fused_multi_transformer_encoder_pass]�[0m
�[32m--- Running IR pass [multi_devices_fused_multi_transformer_encoder_fuse_qkv_pass]�[0m
�[32m--- Running IR pass [multi_devices_fused_multi_transformer_decoder_fuse_qkv_pass]�[0m
�[32m--- Running IR pass [fuse_multi_transformer_layer_pass]�[0m
�[32m--- Running IR pass [gpu_cpu_squeeze2_matmul_fuse_pass]�[0m
�[32m--- Running IR pass [gpu_cpu_reshape2_matmul_fuse_pass]�[0m
�[32m--- Running IR pass [gpu_cpu_flatten2_matmul_fuse_pass]�[0m
�[32m--- Running IR pass [gpu_cpu_map_matmul_v2_to_mul_pass]�[0m
I0910 03:28:50.330798  9852 fuse_pass_base.cc:59] ---  detected 65 subgraphs
�[32m--- Running IR pass [matmul_scale_fuse_pass]�[0m
�[32m--- Running IR pass [multihead_matmul_fuse_pass_v3]�[0m
�[32m--- Running IR pass [gpu_cpu_map_matmul_to_mul_pass]�[0m
�[32m--- Running IR pass [fc_fuse_pass]�[0m
I0910 03:28:50.390921  9852 fuse_pass_base.cc:59] ---  detected 24 subgraphs
�[32m--- Running IR pass [fc_elementwise_layernorm_fuse_pass]�[0m
�[32m--- Running IR pass [conv_elementwise_add_act_fuse_pass]�[0m
I0910 03:28:50.409237  9852 fuse_pass_base.cc:59] ---  detected 33 subgraphs
�[32m--- Running IR pass [conv_elementwise_add2_act_fuse_pass]�[0m
I0910 03:28:50.415278  9852 fuse_pass_base.cc:59] ---  detected 4 subgraphs
�[32m--- Running IR pass [conv_elementwise_add_fuse_pass]�[0m
W0910 03:28:50.417644  9852 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_elementwise_add_fuse_pass) failed!
W0910 03:28:50.417652  9852 conv_elementwise_add_fuse_pass.cc:97] Pass in op compat failed.
W0910 03:28:50.417657  9852 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_elementwise_add_fuse_pass) failed!
W0910 03:28:50.417660  9852 conv_elementwise_add_fuse_pass.cc:97] Pass in op compat failed.
W0910 03:28:50.417665  9852 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_elementwise_add_fuse_pass) failed!
W0910 03:28:50.417668  9852 conv_elementwise_add_fuse_pass.cc:97] Pass in op compat failed.
W0910 03:28:50.417680  9852 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_elementwise_add_fuse_pass) failed!
W0910 03:28:50.417685  9852 conv_elementwise_add_fuse_pass.cc:97] Pass in op compat failed.
W0910 03:28:50.417688  9852 op_compat_sensible_pass.cc:232]  Check the Attr(axis) of Op(elementwise_add) in pass(conv_elementwise_add_fuse_pass) failed!
W0910 03:28:50.417692  9852 conv_elementwise_add_fuse_pass.cc:97] Pass in op compat failed.
I0910 03:28:50.418787  9852 fuse_pass_base.cc:59] ---  detected 16 subgraphs
�[32m--- Running IR pass [transpose_flatten_concat_fuse_pass]�[0m
�[32m--- Running IR pass [transfer_layout_pass]�[0m
�[32m--- Running IR pass [transfer_layout_elim_pass]�[0m
�[32m--- Running IR pass [auto_mixed_precision_pass]�[0m
�[32m--- Running IR pass [identity_op_clean_pass]�[0m
I0910 03:28:50.444590  9852 fuse_pass_base.cc:59] ---  detected 4 subgraphs
�[32m--- Running IR pass [inplace_op_var_pass]�[0m
I0910 03:28:50.445502  9852 fuse_pass_base.cc:59] ---  detected 54 subgraphs
�[1m�[35m--- Running analysis [ir_params_sync_among_devices_pass]�[0m
I0910 03:28:50.446126  9852 ir_params_sync_among_devices_pass.cc:49] Sync params from CPU to GPU
�[1m�[35m--- Running analysis [adjust_cudnn_workspace_size_pass]�[0m
�[1m�[35m--- Running analysis [inference_op_replace_pass]�[0m
�[1m�[35m--- Running analysis [save_optimized_model_pass]�[0m
�[1m�[35m--- Running analysis [ir_graph_to_program_pass]�[0m
I0910 03:28:50.529299  9852 analysis_predictor.cc:2300] ======= ir optimization completed =======
I0910 03:28:50.530289  9852 naive_executor.cc:207] ---  skip [feed], feed -> data_3
I0910 03:28:50.530297  9852 naive_executor.cc:207] ---  skip [feed], feed -> data_2
I0910 03:28:50.530300  9852 naive_executor.cc:207] ---  skip [feed], feed -> data_1
I0910 03:28:50.530304  9852 naive_executor.cc:207] ---  skip [feed], feed -> data_0
I0910 03:28:50.530308  9852 naive_executor.cc:207] ---  skip [feed], feed -> x
I0910 03:28:50.531141  9852 naive_executor.cc:207] ---  skip [save_infer_model/scale_0.tmp_0], fetch -> fetch
I0910 03:28:50.531147  9852 naive_executor.cc:207] ---  skip [matmul_v2_21.tmp_0], fetch -> fetch
I0910 03:28:50.531150  9852 naive_executor.cc:207] ---  skip [save_infer_model/scale_2.tmp_0], fetch -> fetch
I0910 03:28:50.531154  9852 naive_executor.cc:207] ---  skip [save_infer_model/scale_3.tmp_0], fetch -> fetch
I0910 03:28:50.531158  9852 naive_executor.cc:207] ---  skip [save_infer_model/scale_4.tmp_0], fetch -> fetch
[2024/09/10 03:28:50] ppocr INFO: In PP-OCRv3, rec_image_shape parameter defaults to '3, 48, 320', if you are using recognition model with PP-OCRv2 or an older version, please set --rec_image_shape='3,32,320
W0910 03:28:50.532030  9852 gpu_resources.cc:119] Please NOTE: device: 0, GPU Compute Capability: 8.6, Driver API Version: 12.4, Runtime API Version: 12.3
W0910 03:28:50.532446  9852 gpu_resources.cc:164] device: 0, cuDNN Version: 9.0.
I0910 03:28:50.532619  9852 program_interpreter.cc:243] New Executor is Running.
[2024/09/10 03:28:50] ppocr INFO: Predicts of ./doc/imgs_words/en/word_1.png:('joint', 1.0)

@UserWangZz
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image
In windows env, there is nothing output. No error No output.
I use paddle2.6.1.post112

UserWangZz
UserWangZz approved these changes Sep 11, 2024
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Use this config can get output.

jzhang533
jzhang533 approved these changes Sep 11, 2024
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LGTM

@jzhang533 jzhang533 merged commit 1c8233d into PaddlePaddle:main Sep 11, 2024
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@GreatV GreatV deleted the fix_srn_infer branch September 11, 2024 12:21
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@jzhang533 jzhang533 jzhang533 approved these changes

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[SRN - PPOCR v4] Error when run predict inference
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@GreatV @UserWangZz @jzhang533