How to quantize weights only on Imagenet?

[sachitkuhar]

I wanted to quantize weights only. Should 'qa' be set equal to 0/32?
Thanks

[EowinYe]

You could set 'qa' to 0 to train a cifar10 model with weight quantization only. But we didn't provide the interface to quantize weight only for ImageNet. If you want, you should change related codes in learned_quantization.py

[sachitkuhar]

Thanks for your reply!

In cifar10-vgg-small.py- if 'qa'=0 then you do not use 'QuantizedActiv' function.
Does this imply that if 'QuantizedActiv' function is an identity function; Imagenet.py will perform weight quantization only?

Thanks!