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Convert to Tensorboard logs #377

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stephenpardy opened this issue Aug 11, 2023 · 1 comment
Open

Convert to Tensorboard logs #377

stephenpardy opened this issue Aug 11, 2023 · 1 comment
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development Issues that require technical work. Associated PRs are required. enhancement Issues & PRs that capture enhancements to existing features. Issues require associated PRs. needs triage Issues that need to be prioritized by the core maintainers and added to a project board.

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@stephenpardy
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Is your enhancement request related to a problem? Please describe
Tensorboard is a standard way of visualizing and tracking neural network model experiments. Rubicon logs are often logging the same information in a different format.

Describe the solution you'd like
Provide a backend to Rubicon that allows users to save to Tensorboard.

Describe alternatives you've considered
Could look to make Rubicon visualizations on par with Tensorboard.

Additional context
N/A

@stephenpardy stephenpardy added enhancement Issues & PRs that capture enhancements to existing features. Issues require associated PRs. development Issues that require technical work. Associated PRs are required. needs triage Issues that need to be prioritized by the core maintainers and added to a project board. labels Aug 11, 2023
@ryanSoley
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I think we could at the very least make a backend that logs metrics as custom tensorboard scalars

https://www.tensorflow.org/tensorboard/scalars_and_keras#logging_custom_scalars

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Labels
development Issues that require technical work. Associated PRs are required. enhancement Issues & PRs that capture enhancements to existing features. Issues require associated PRs. needs triage Issues that need to be prioritized by the core maintainers and added to a project board.
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