CPU plugin not working correctly.

[lex96]

Hello, I'm trying to run the SCRFD face detector (https://github.com/deepinsight/insightface/tree/master/detection/scrfd). Wrong outputs are obtained on the CPU (in some cases, random outputs, i.e. with the same input, outputs change from start to start). When launched on the GPU, the outputs are correct (checked for torch_1.6_scrfd_2.5g_bnkps_640_640_opset_version_11.onnx).
OS: Windows
OpenVINO: 2021.2, 2021.4.1.
OpenVINO was installed through the installer from the site.
When exporting to onnx, tried various combinations of pytorch and onnx opset.
What is the problem with the CPU plugin?

[Iffa_Intel]

Greetings,

Which model and topology are you using?.(eg: model: Tensorflow, Topology: FasterRCNN). Not all models and topologies are supported by OpenVINO.

Plus, which code/sample application did you use for inferencing?

Sincerely,

Iffa

[lex96]

Hello, model: Pytorch (ONNX), topology: SCRFD, the used models are provided in the attached archive. I can not provide the code, tk. it is heavily intertwined with the product code. But I successfully use other topologies: RetinaFace, ResNet, ResNext and others.
The problem is that the network works correctly on the GPU plugin.

[Iffa_Intel]

Unfortunately, your ONNX model topology is not listed in the Supported Topologies.

Therefore, it might luckily work, but issues are expected.

Both model and topology need to be supported by OpenVINO in order to perform any operations on them (in the perspective of OpenVINO)

Sincerely,

Iffa

[Iffa_Intel]

Greetings,

Intel will no longer monitor this thread since we have provided a solution. If you need any additional information from Intel, please submit a new question. 

Sincerely,

Iffa