HobbitLong/RepDistiller

about using the resnet models for cifar10

EmnaGuermazi97 opened this issue · 1 comments

Hello Sir,
I would like to start by saying how great this work is!
And I would like to know if the resnet models can be used directly on cifar10 instead of cifar100 or if there is some modification I should make?
I tried using KD (logits) to make resnet32 learn from resnet110 but unfortunately, the accuracy I get is pretty bad:
Acc= 43.35 after 250 epochs, a=0.1, b= 0.9 with no modification in the resnet models nor in function adjust_learning_rate.

Hi, were you able to get good accuracy after modifications?