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Reshape Layer #56

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tonio73 opened this issue Jun 21, 2020 · 2 comments
Open

Reshape Layer #56

tonio73 opened this issue Jun 21, 2020 · 2 comments
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enhancement New feature or request keras Keras related tasks

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tonio73 commented Jun 21, 2020

Support for Keras Reshape layer:

  • handling of plot_top_connections_backward/forward
  • handling of activation maps
@tonio73 tonio73 added enhancement New feature or request keras Keras related tasks labels Jun 21, 2020
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tonio73 commented Jun 23, 2020

Similar issues as for UpSampling2D (#47)

tonio73 added a commit that referenced this issue Jun 25, 2020
@tonio73
Partial implementation of #56 Reshape layer: independant layer, activ…
589a566 
…ation maps. Missing plot_topn_backward/forward
@tonio73 tonio73 self-assigned this Jun 25, 2020
tonio73 added a commit that referenced this issue Jun 26, 2020
@tonio73
#56 improving support for Reshape layer: initial support for backward…
74c239d 
… and forward topn connections
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tonio73 commented Jun 26, 2020

There are a few situation in which the reshape does not make much sense:

  • Reshape followed by Flatten (or Reshape) (e.g.: between the generator and the discriminator of a Dense GAN)
  • Reshape unit selected, will only select the unit with corresponding index in upstream layer (e.g. output of a Dense GAN generator)

tonio73 added a commit that referenced this issue Jul 5, 2020
@tonio73
#56 Improving reshape layer handling when its output is flattened (e.…
863cd83 
…g. mnist_combined_gan.h5)
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