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Convolution Layers #7

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@ROZBEH

Great work @upskyy Very easy to follow implementation. A couple of questions and I appreciate the clarification:

  • Did you verify whether this implementation is trainable?
  • I see that most implementations out there use SeparableConv instead of Conv. Have you used SeparableConv to see whether it makes a difference?
  • It seems the squeeze excitation block is missing one conv layer right in the beginning of the block

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