PTQ is too bad,QAT is future!So ,any idea for QAT support?

[tms2003]

I tested multiple models of deepstream-yolo, and the effect of int8 can be said to be very poor. I also tested qat on the classification model and it worked perfectly. If I generate trt weights using a project like yolov8-qat, can I switch directly to deepstream-yolo?

[levipereira]

QAT truly brings significant innovation to Model Quantization. Here's an implementation of YOLOv9 with nearly zero precision loss and a substantial reduction in latency.

https://github.com/levipereira/yolov9-qat

[tms2003]

@levipereira just only yolov9.in fact,yolov8 or yolov10 may be better.Is there any open source plan for yolov8 or v10 qat ?