sacmehta/ESPNetv2

Downsampling

olegarch opened this issue · 1 comments

What was the reasoning for downsampling block to make depthwise convolution strided instead of making pointwise convolution strided?

Point-wise convolutions learn linear combinations along channel. They don’t capture any spatial information. That is why they are not used for down-sampling