Resnet network structure

[pmgautam]

Hi In standard resnet18 from Pytorch, when 3,224,224 input is fed, layer4 should output feature map of size 512x7x7. However, in your repo, the final layer feature size is 512x28x28. Why is it so? Please provide the motivation behind this change as well.

Thanks