Differences between quant_layer.py

[zhangchuanyi96]

Thanks for your nice work and codes!

I found that files quant_layer.py in CIFAR10 and ImageNet are different. Can you please tell me why there exit two versions? BTW, I plan to utilize quantlize MobileNet V2. Which version is better for migration? Thank you.

[yhhhli]

Hi,

quant_layer.py in CIFAR10 is odder one. You are supposed to use ImageNet folder. BTW, if you correctly migrate our code to MobileNetV2, you could merge to this branch!

Thanks.

[zhangchuanyi96]

Thanks for your reply. I'll try~

[kuny1240]

Hi,

quant_layer.py in CIFAR10 is odder one. You are supposed to use ImageNet folder. BTW, if you correctly migrate our code to MobileNetV2, you could merge to this branch!

Thanks.

Hi,

I noticed that the difference between quant_layer.py is that the CIFAR10 one has backward path in the self-defined Pytorch function, but the ImageNet one doesn't. Does this mean that the Pytorch is strong enough to self-compute the backward gradient of RCF?

Thank you very much!

[yhhhli]

yes, you are right.

[kuny1240]

Thank you for your reply!