deepinsight / deepinsight/insightface

inswapper_128.onnx more slow in GPU mode than CPU Mode

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#2,391 4 comments 1 reaction 0 assignees View on GitHub
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Python
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Description

I tested inswapper_128.onnx in GPU mode (nvidia V100, cuda: 11.8, cudnn:8.9.1, onnxruntime-gpu:1.15.1) and CPU mode respectively, and found it ran faster in CPU mode, did you test in GPU mode ?

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Research direction

Start by reproducing the reported inswapper_128.onnx comparison with the stated NVIDIA V100, CUDA 11.8, cuDNN 8.9.1, and onnxruntime-gpu 1.15.1 setup, measuring CPU and GPU execution consistently. No source files or tests are named; done means identifying a reproducible reason for the GPU slowdown or documenting that the behavior cannot be reproduced.

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Assessment

Tech stack
python
Domain
machine-learning, performance
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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