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Result of ResNet-50 (we run it 5 times and show “best” as in the following table)
see HTD for more details if you are interested.

image

Network Methods runs CIFAR-10 CIFAR-100
ResNet-50 step decay med. of 5 runs 93.09% 70.25%
ResNet-50 cos med. of 5 runs 93.42% 70.07%
ResNet-50 HTD med. of 5 runs 93.58% 70.81%