PaddlePaddle / PaddlePaddle/PaddleX
Paddlex 下detect_infer.py预测一张图片时间是10s 是不是有些太慢了，
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Description
我的用GPU进行预测，显卡是2080Ti 11G 内存64G 预测图片10s 太慢了，如何进行加速。
我发现模型还不能进行压缩，我用的是fasterRcnn。我改如何增加速度。谢谢。
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Research direction
Start with detect_infer.py and reproduce the reported 10-second GPU prediction using the FasterRCNN model. Measure where the time is spent before evaluating acceleration options or model compression. Done means documenting or achieving a verified reduction in single-image inference time on the stated hardware.
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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
- 20/100