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[WIP] 3D Utility layer suite #5026

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merged 29 commits into from May 9, 2018

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maxpumperla commented May 2, 2018

Add the following layers to make for better conv 3d support:

  • Cropping3D
  • UpSampling3D
  • ZeroPadding3D
  • Subsampling3D (i.e. MaxPooling3D and AveragePooling3D)

Grad check tests:

  • Cropping3D
  • UpSampling3D
  • ZeroPadding3D
  • Subsampling3D

Comes with Keras import support:

  • Import Cropping3D
  • Import UpSampling3D
  • Import ZeroPadding3D
  • Import MaxPooling3D
  • Import AveragePooling3D

This will essentially complete 3D support for most cases (pending some exotic preprocessors etc.)

maxpumperla added some commits Apr 27, 2018

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maxpumperla commented May 3, 2018

done, pending

  • upsampling3d impl by @shyrma
  • grad check pass after
  • review

maxpumperla added some commits May 3, 2018

maxpumperla added some commits May 8, 2018

maxpumperla added some commits May 8, 2018

@maxpumperla maxpumperla merged commit 5200062 into master May 9, 2018

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codeclimate 57 issues to fix
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continuous-integration/jenkins/pr-merge This commit looks good
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@maxpumperla maxpumperla deleted the mp_up_sub_sampling_3d branch May 9, 2018

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