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PaddleSeg ONNX to OV int8 optimized doesn't show detection

Open hannaSkyrim opened this issue 3 years ago • 1 comments

  1. PaddleSeg version: PaddleSeg v2.5.0 (release/2.5)
  2. PaddlePaddle version: 2.3.0
  3. Operation system: Linux-5.13.0-51-generic-x86_64-with-glibc2.17
  4. Python version: 3.8.10
  5. CUDA/cuDNN version: NVCC: Build cuda_11.6.r11.6/ cudnn: 8.4
  6. Problem:

I want to quantize the model from ONNX to Openvino (OV) IR FP32 to INT8. My current OV version is 2021.4. After quantize with OV DL workbench for int8 optimization, there's no segmentation detected. But with FP16 and FP32, it's working. Is there specific steps to OV int8 optimize for PaddleSeg ?

hannaSkyrim avatar Jun 27 '22 07:06 hannaSkyrim

Sorry. PaddleSeg does not guarantee the quantized model be exported to onnx.

juncaipeng avatar Jun 27 '22 11:06 juncaipeng

This issue has been automatically marked as stale because it has not had recent activity. It will be closed in 7 days if no further activity occurs. Thank you for your contributions.

github-actions[bot] avatar Dec 09 '22 17:12 github-actions[bot]