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Replace inputs.shape with ops.shape(inputs) in the layers #18836

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haifeng-jin opened this issue Nov 27, 2023 · 0 comments
Open

Replace inputs.shape with ops.shape(inputs) in the layers #18836

haifeng-jin opened this issue Nov 27, 2023 · 0 comments
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@haifeng-jin @mehtamansi29
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stat:awaiting keras-eng Awaiting response from Keras engineer type:feature The user is asking for a new feature.

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@haifeng-jin
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ops.shape(inputs) is more stable especially for the TensorFlow backend.
Some ops may lose the shape of the output tensor and contains a lot of Nones in the shape.
ops.shape(inputs) can get the actual value of those dims.
@haifeng-jin haifeng-jin self-assigned this Nov 27, 2023
@SuryanarayanaY SuryanarayanaY added type:feature The user is asking for a new feature. API design review API modifications. Needs discussion and approval from fchollet. labels Dec 13, 2023
@SuryanarayanaY SuryanarayanaY added the stat:awaiting keras-eng Awaiting response from Keras engineer label Jan 30, 2024
@haifeng-jin haifeng-jin removed the API design review API modifications. Needs discussion and approval from fchollet. label Apr 23, 2024
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stat:awaiting keras-eng Awaiting response from Keras engineer type:feature The user is asking for a new feature.
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@haifeng-jin @SuryanarayanaY @mehtamansi29