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Specify which scopes are removed from TensorBoard main graph by default

See original GitHub issue

Migrated from: https://github.com/tensorflow/tensorflow/issues/10421

The heuristics used by TensorBoard to determine which scopes are added to the “main graph” and which are not by default often results in scopes being included that obscure the underlying network structure.

It would be nice to have an additional named parameter for tf.name_scope that indicated whether that scope should be removed (or included) in the main graph by default.

Issue Analytics

State:
Created 6 years ago
Reactions:7
Comments:8

Top GitHub Comments

4reactions

nfeltcommented, Jul 7, 2018

No progress to report I’m afraid, though I agree this would be useful.

0reactions

sleighsoftcommented, Aug 5, 2018

Probably just some kind of extension to tf.name_scope. E.g. tf.name_scope(main_graph=True) that will be inherited to sub scopes and then 1 extra field for the respective protobuf file + some handling logic within tensorboard

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