there still some error in the code

[chenbohua3]

Hi, thank you for your codes, it dose help me a lot:)

But there is still some error in the code like transforms.RandomSizedCrop(size0) in train_imagenet.py and it seems that you construct your optimizer before you move model parameter to gpus.

Could you please fix this error, thanks for your patience:)