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about using the resnet models for cifar10 #48

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EmnaGuermazi97 opened this issue Apr 18, 2022 · 1 comment
Open

about using the resnet models for cifar10 #48

EmnaGuermazi97 opened this issue Apr 18, 2022 · 1 comment

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@EmnaGuermazi97
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EmnaGuermazi97 commented Apr 18, 2022

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.

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

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