deepinsight / deepinsight/insightface
inswapper_128.onnx more slow in GPU mode than CPU Mode
- Dominant language
- Python
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- 29.7k
- Forks
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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.
Written by the indexing model from the issue text.
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