Learning rate for ResNet 110

[jakesokol1]

I am trying to train resnet110. After the first epoch, the learning rate does not return to .1, and it stays at .01. I believe this is not intended.

[jakesokol1]

I believe this yields expected behavior (if it is actually desired that only the first epoch have learning rate of .01).

for epoch in range(args.start_epoch, args.epochs):
    if epoch == 1:
        for param_group in optimizer.param_groups:
            param_group['lr'] *= 10

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