feat(loggers): add group_metrics_by_prefix to TensorBoardLogger for grouped plots#21582
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s-zx wants to merge 1 commit intoLightning-AI:masterfrom
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feat(loggers): add group_metrics_by_prefix to TensorBoardLogger for grouped plots#21582s-zx wants to merge 1 commit intoLightning-AI:masterfrom
s-zx wants to merge 1 commit intoLightning-AI:masterfrom
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…rouped plots When group_metrics_by_prefix=True, metrics with names containing / (e.g. losses/a, losses/b) are grouped on the same TensorBoard plot via add_scalars. This allows losses/a, losses/b, losses/c, losses/d to appear as 4 lines on one plot instead of 4 separate plots. Fixes Lightning-AI#21578 Signed-off-by: s-zx <[email protected]>
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Summary
Add group_metrics_by_prefix parameter. When True, metrics like losses/a, losses/b are grouped on same plot.
Fix
Split metric names by / and use add_scalars for grouped metrics.
Fixes #21578
📚 Documentation preview 📚: https://pytorch-lightning--21582.org.readthedocs.build/en/21582/