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@yf225 yf225 commented Jan 16, 2020

Changes in this PR:

  1. Conv2dOptions no longer has transposed argument. All use sites of Conv2dOptions with transposed=true are changed to using ConvTranspose2d layers instead.
  2. ConvTranspose2d layer cannot be used in a Sequential module at the moment (see note in PR description of Make Conv{1,2,3}dOptions and ConvTranspose{1,2,3}dOptions different classes pytorch#31005). To get around this problem in the tutorial, we remove the use of ConvTranspose2d in a Sequential module.
  3. For ConvTranspose2dOptions, with_bias is renamed to bias, matching the Python API and following changes in v1.4.0.
  4. torch::nn::Functional is deprecated in favor of the torch::nn equivalent layer, since now we have >80% coverage for torch::nn API parity.
  5. torch::nn::BatchNorm is deprecated in favor of torch::nn::BatchNorm{1,2,3}d.

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@yf225 yf225 merged commit cb51fea into pytorch:master Jan 16, 2020
rodrigo-techera pushed a commit to Experience-Monks/tutorials that referenced this pull request Nov 29, 2021
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