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Use tensorflow v1 compatible optimizers #15

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simonangerbauer opened this issue May 10, 2023 · 0 comments · Fixed by #16
Closed

Use tensorflow v1 compatible optimizers #15

simonangerbauer opened this issue May 10, 2023 · 0 comments · Fixed by #16

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@simonangerbauer
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All tests using tensorflow are still using the tensorflow v1 compatibility api.

The optimizers currently in use (tensorflow.optimizers.AdaDelta and tensorflow.optimizers.SGD) only support tensorflow 2.x. The 1.x compatible versions have been moved to tensorflow.optimizers.legacy. See tensorflow 2.11.0 release notes.

Ideally, we would upgrade everything to tensorflow 2.x, but that seems too much work for now.
To make the tests run successfully it should be sufficient to use the 1.x compatible versions of AdaDelta and SGD.

Subtask of #4
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Use legacy tensorflow optimizers to stay compatible to tf v1. simonangerbauer/shap
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@simonangerbauer