Issue while running the benchmark app for the faster rcnnconverted IR model.

[Pruthvin]

Dear Team,

We are facing issues while running the benchmark app for the faster rcnn(tensorflow) converted IR model. PFB commands used and error

COMMAND

python3 /opt/intel/openvino_2021.2.185/deployment_tools/tools/benchmark_tool/benchmark_app.py -m /home/pruthvin/SteelDefect_FRCNN_ModelFiles/SteelDefect_FRCNN_PBFiles/tf_v2.xml -i /home/pruthvin/TrainImage/fb357de4d.jpg

ERROR

[ ERROR ] Check 'Dimension::merge(merged_channel_count, data_channel_count, filter_input_channel_count)' failed at ngraph/core/src/validation_util.cpp:344:
While validating node 'v1::Convolution Convolution_6 (Preprocessor/sub[0]:f32{1,1,512,1024}, FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d/depthwise/Transpose20461_const[0]:f32{1,8,7,7}) -> (dynamic?)' with friendly_name 'Convolution_6':
Data batch channel count (1) does not match filter input channel count (8).
Traceback (most recent call last):
File "/opt/intel/openvino_2021.2.185/python/python3.6/openvino/tools/benchmark/main.py", line 182, in run
ie_network = benchmark.read_network(args.path_to_model)
File "/opt/intel/openvino_2021.2.185/python/python3.6/openvino/tools/benchmark/benchmark.py", line 66, in read_network
ie_network = self.ie.read_network(model_filename, weights_filename)
File "ie_api.pyx", line 261, in openvino.inference_engine.ie_api.IECore.read_network
File "ie_api.pyx", line 285, in openvino.inference_engine.ie_api.IECore.read_network
RuntimeError: Check 'Dimension::merge(merged_channel_count, data_channel_count, filter_input_channel_count)' failed at ngraph/core/src/validation_util.cpp:344:
While validating node 'v1::Convolution Convolution_6 (Preprocessor/sub[0]:f32{1,1,512,1024}, FirstStageFeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d/depthwise/Transpose20461_const[0]:f32{1,8,7,7}) -> (dynamic?)' with friendly_name 'Convolution_6':
Data batch channel count (1) does not match filter input channel count (8).

OPENVINO VERSION

openvino_2021.2.185

UBUNTU VERSION

Ubuntu 18.04.4 LTS

CPU

Intel(R) Xeon(R) Platinum 8180 CPU @ 2.50GHz

Regards,

Pruthvin S

[IntelSupport]

Hello Pruthvin,

Thank you for posting in the Intel Community.

We noticed that you are having problems running OpenVINO commands. We would like to share with you that the best path to request support for this tool is on our Online Service Center (https://supporttickets.intel.com/servicecenter?lang=en-US) please refer to the guide How to Create a Support Request at the Online Service Center (https://software.intel.com/content/www/us/en/develop/articles/how-to-create-a-support-request-at-online-service-center.html) for more inside on how to create your request.

Hope this helps

Regards,

Leonardo C.

Intel Customer Support Technician