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[feat] Add ability for TensorboardFolderTracker to track Tensorboard Histogram's as Aim Distribution's #2719

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merged 10 commits into from
May 30, 2023

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alansaul
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@alansaul alansaul commented May 4, 2023

Added an implementation to also allow Tensorboard histogram's to be tracked as Aim Distribution's.

I have only user-tested the plugin based version, but have added unit-tests following a similar testing methodology as #2669 (using torch's utilities for tensorboard events) for both the tensorboard histogram plugin and non-plugin implementations.

  • Add histogram -> Distribution conversion
  • Add histogram plugin -> Distribution conversion
  • Add unit-tests

Resolves: #2718

@mihran113 mihran113 self-requested a review May 30, 2023 20:43
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Hey @alansaul! Looks great to me. Will merge to main, then manually transfer to the release/3.17.x branch alongside the previous commits that were adding features to the Tensorboard tracker to include in the upcoming patch.

@mihran113 mihran113 merged commit 5529855 into aimhubio:main May 30, 2023
mihran113 pushed a commit that referenced this pull request May 30, 2023
…d `Histogram`'s as Aim `Distribution`'s (#2719)

# Conflicts:
#	CHANGELOG.md
#	tests/ext/test_tensorboard_tracker.py
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#2797 here is the link for the PR to the release/3.17.x branch

mihran113 added a commit that referenced this pull request May 30, 2023
…d `Histogram`'s as Aim `Distribution`'s (#2719)

# Conflicts:
#	CHANGELOG.md
#	tests/ext/test_tensorboard_tracker.py
mihran113 pushed a commit that referenced this pull request May 30, 2023
…d `Histogram`'s as Aim `Distribution`'s (#2719)

# Conflicts:
#	CHANGELOG.md
#	tests/ext/test_tensorboard_tracker.py
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Tensorboard histograms are not synced with Aim
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