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resnet structure seems to be a bit wrong

Open surprisedong opened this issue 3 years ago • 3 comments

resnet use 7x7conv and maxpool In the beginning,but this rep uses 3x3 conv and no maxpool,is there any reason for doing this?

surprisedong avatar Jan 05 '22 11:01 surprisedong

the inputsize of cifar100 is too small to use 7X7 conv, i got it

surprisedong avatar Jan 05 '22 14:01 surprisedong

is there any similar modify in other model structure?

surprisedong avatar Jan 05 '22 14:01 surprisedong

@surprisedong If you review section 4.2 of the original ResNet paper (https://arxiv.org/pdf/1512.03385.pdf), you will see that for CIFAR the authors note all the alterations to the standard architecture that they use.

cj-mclaughlin avatar Apr 10 '22 00:04 cj-mclaughlin