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pytorch_quantization's Issues

yolov5的4bit量化

请问这个算法对于yolov5s做4bit量化有效果吗,如果有的话,训练epoch大概需要多少,还有可以使用什么方法加快训练呢

Not same with the Paper

activation quantization is not same

In the paper :
x(real) is in range[0 ~ 1] : clamp(input, 0, 1)
then, quantize(x)

In your implementation:
clamp(input * 0.1, 0, 1)

关于量化精度的请教

大佬你好,请问做8bit量化的时候,转成量化模型quant_model的时候,为什么权值是小数吖,比如是0.4256之类的,为什不是0-255之间的整数呢?还是说我哪儿操作步骤有问题
恳请大佬教做人,刚入门量化的小白,感激不尽!

ResNet50 在ImageNet数据集

你好,我想问一下,ResNet18在位宽为4时top5精度已经下降了接近了2%了。那将数据位宽提高到6,或者8效果如何呢。谢谢!

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