Viet-Hoang Tran

icon company University of Information Technology, VNU-HCM icon location Ho Chi Minh city icon location Having a big passion in Machine learning and Computer vision. Now I am a student of University of Infomation Technology, VNU-HCM.

Results 2 issues of Viet-Hoang Tran

Huge loss when applying QAT on YOLOv8n

1 comment

Hi @peterjc123, I am adapting your quantized-aware training method to my YOLOv8 compression flow, I follow this pipeline to train my model: ```python def calibrate(model, context: DLContext, eval=True): model.to(device=context.device) if...

question

Remove QuantizeLinear/DequantizeLinear of ONNX model

4 comment

Hi, I trained YOLOv8 model and exported the model to ONNX format by the quantization_recipe below, I set weight_bits=8 and activation_bits=8 to ensure the full-flow inference of quantized model is...