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Improved handling of padding, strides and initialisation

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@LukasHedegaard LukasHedegaard released this 19 Aug 13:26
· 394 commits to main since this release

Added

  • co.Delay handling for padding.
  • Handling of initialisation and strides in containers

Changed

  • co.Conv build_from behavior to not change dilation and stride. Argument overload supported instead.
  • pad_start and pad_end args to convolution and pooling modules forward_steps.
  • Behavior of modules while they initialise. Now, a TensorPlaceholder is passed for initialising steps.

Removed

  • Automatic unsqueeze in pooling.