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[AUTO-BACKPORT 10178] docs: known issue of tb_plugin (#10181)
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Co-authored-by: Jerry G <[email protected]>
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github-actions[bot] and jgongd authored Nov 1, 2024
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**Known Issue**

- PyTorch has `deprecated
<https://pytorch.org/tutorials/intermediate/tensorboard_profiler_tutorial.html#use-tensorboard-to-view-results-and-analyze-model-performance>`
their Profiler TensorBoard Plugin (``tb_plugin``), so some features may not be compatible with
PyTorch 2.0 and above. Our current default environment image comes with PyTorch 2.3. If users
experiencing issues with this plugin, we suggest using an image with PyTorch version earilier
than 2.0.

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