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tinyvision / DAMO-YOLO

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.
Apache License 2.0
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Plan to support TensorRT-INT8 (PTQ/QAT) #12

Closed songkq closed 1 year ago

jyqi commented 1 year ago

We do have plans to support TensorRT-INT8, this feature will be released soon.

songkq commented 1 year ago

@jyqi Do you have a plan to release a Benchmark of MMYOLO-INT8 performance and accuracy with TensorRT PTQ/QAT? In my practice, YOLOX-INT8 has a sharp accuracy drop (about 10% mAP) in TensorRT PTQ. Could you please provide a Tutorial to show how to debug accuracy for TensorRT-INT8 model?

jyqi commented 1 year ago

Thanks for your advice, we do have a plan to release a Benchmark of DAMO-YOLO-INT8 performance and accuracy. And we will release the tutorial along with the TensorRT-INT8 feature.