Megvii-BaseDetection / Megvii-BaseDetection/YOLOX
poor accuracy after tensorrt int8 calibration
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- Python
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Description
When I calibrate with tensorrt int8, the accuracy is equivalent to 50% reduction of fp16.Has anyone ever encountered this situation
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First steps
- Read the whole issue, then the project's contributing guide.
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Research direction
No files, model, calibration dataset, command, or reproduction steps are provided. Start by documenting the TensorRT INT8 calibration invocation and comparing it with the FP16 baseline; done means a reproducible case with environment details and a confirmed accuracy regression or clarified calibration issue.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100