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[Feature Request]: Possibility to save Cropping and Concatenate layer in Tensorflow.Keras

Open AdrienDeverin opened this issue 2 years ago • 0 comments

Background and Feature Description

Hello, 3 weeks ago a new merge have been done and allow us to save and load models (which is essential for a Deep learning library). As said in the https://github.com/SciSharp/TensorFlow.NET/pull/976#issuecomment-1416802676 thread, this one is incomplete and one of the most important layer (Cropping) is missing. I did what I can in order to understand the bug in the save function and add myself this new feature, but I failed (it seems to be link to the generate_keras_metadata(saved_nodes, node_paths) function in Tensorflow.keras.Save.cs ). This is why I request you if someone know what to do to add this feature because without it I cannot do anything really interested on the long run. Thanks you,

API Definition and Usage

Tensorflow.Keras , Cropping1D, Cropping2D, Cropping3D, Concatenate. Saving deep neural network

Alternatives

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Risks

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AdrienDeverin avatar Apr 04 '23 09:04 AdrienDeverin