BRECQ

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Quantization seems to be doesn't produce good accuracy ? Are there additional settings I missed?

2

So I tried running your code on my dataset with a pre-trained ResNet50 model. I got these results Full precision model i got accuracy of : MobileNetV2 (58.19) Quantized model...

padeirocarlos

Quantization doesn't work?

1

Hi, So I tried running your code on CIFAR-10 with a pre-trained ResNet50 model. I've attached the code below. My accuracy however does not come nearly as close to the...

praneet195

COCO dataset mAP

2

We use the APoT method on COCO dataset ,but the mAP is very low,why?Thx! @yhhhli @blackandredplayerinfuture

mengjingyouling

I used the model (resnet18) provided by the project and the default parameters of the code to run W4A4 quantization. The results are quite different from those in the paper....

maibaodexiaohangjiaya

I tried running your code for with a pre-trained ResNet50 and MobilieNetV2 model. I got loss function value for output and pred losses: rec_loss = lp_loss(pred, tgt, p=self.p) :param pred:...

padeirocarlos

Hi, it is a nice code for a quantization. However, I have some questions about sensitivity measurement and genetic algorithm. 1. In the paper, you expressed that layer sensitivity can...

padeirocarlos

yolov5 Quantitative problem

2

Thank you very much for your work， I refer to your code modification yolov5，When w4a8 quantizing There are nearly 3points of loss，Have you experimented yolov5

w4087165

Questions about measuring sensitivity and genetic algorithm application

4

Hi, it is a nice code for a quantization. However, I have some questions about sensitivity measurement and genetic algorithm. 1. In the paper, you expressed that layer sensitivity can...

jang0977

the scale and offset of UniformAffineQuantizer are tensor-type data after I finished quantization. How to convert them to scalar data ,used to generate quantization form. @yhhhli such as: Encoding:{ bitwidth:...

felixslu

what is BRECQ is stand for?

1

Hey, Im just wondering what BRECQ is stand for? BR as block reconstruction but what about the other letters?

zbence