1adrianb / 1adrianb/face-alignment

About speed of sfd and fan Inference

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Dominant language
Python
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Description

I tested the code on my nvidai k40 gpu,but both sfd and fan Inference are too slow. sfd=12s fan=3s around. May I know how fast you have tested ?
Thx.

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Research direction

The issue mentions slow inference times for SFD and FAN models on an NVIDIA K40 GPU. Start by checking the model loading and inference code in the repository, likely in the main inference scripts or model definitions. Look for any existing benchmarks or performance tests. Compare with the expected speeds by reviewing documentation or related issues. Profiling the inference step with tools like PyTorch profiler can identify bottlenecks.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
performance
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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