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Introduce Stateful PrecisionPlugin #11638

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merged 20 commits into from Feb 14, 2022
Merged

Introduce Stateful PrecisionPlugin #11638

merged 20 commits into from Feb 14, 2022

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jjenniferdai
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@jjenniferdai jjenniferdai commented Jan 27, 2022 •
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What does this PR do?

part of / Fixes #11429: introduce Stateful PrecisionPlugin (see Appendix code changes outlined in issue)

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@jjenniferdai jjenniferdai marked this pull request as ready for review January 28, 2022 01:08
ananthsub
ananthsub reviewed Jan 28, 2022
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@ananthsub ananthsub left a comment •
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as a follow up, please deprecate CheckpointHooks off the PrecisionPlugin interface: https://github.com/PyTorchLightning/pytorch-lightning/blob/86b177ebe5427725b35fde1a8808a7b59b8a277a/pytorch_lightning/plugins/precision/precision_plugin.py#L29

It is no longer needed following the Stateful change and should be removed in v1.8

pytorch_lightning/trainer/connectors/checkpoint_connector.py Outdated Show resolved Hide resolved
pytorch_lightning/trainer/connectors/checkpoint_connector.py Outdated Show resolved Hide resolved
pytorch_lightning/trainer/connectors/checkpoint_connector.py Outdated Show resolved Hide resolved
pytorch_lightning/trainer/connectors/checkpoint_connector.py Outdated Show resolved Hide resolved
@ananthsub ananthsub added this to the 1.6 milestone Jan 28, 2022
@ananthsub ananthsub added the checkpointing Related to checkpointing label Jan 28, 2022
Borda
Borda approved these changes Feb 5, 2022
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@carmocca let's merge this as it is and create an issue bout unifying the stateful mixin?

pytorch_lightning/plugins/precision/precision_plugin.py Show resolved Hide resolved
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carmocca commented Feb 7, 2022

let's merge this as it is and create an issue bout unifying the stateful mixin?

We can wait for @jjenniferdai to address comments.

@mergify mergify bot added the has conflicts label Feb 9, 2022
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@awaelchli awaelchli mentioned this pull request Feb 9, 2022
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@awaelchli awaelchli mentioned this pull request Feb 11, 2022
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awaelchli
awaelchli approved these changes Feb 11, 2022
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Unfortunately we never had any tests around amp checkpointing (I couldn't find any?). I created this issue #11885 because we need some form of checks to be confident with refactors like these.

Borda
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lgtm

@rohitgr7 rohitgr7 merged commit d69b33f into Lightning-AI:master Feb 14, 2022
rohitgr7 added a commit that referenced this pull request Feb 17, 2022
@jjenniferdai @rohitgr7 @ananthsub
Introduce Stateful PrecisionPlugin (#11638)
105c4b3 
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
Co-authored-by: ananthsub <ananth.subramaniam@gmail.com>
@jjenniferdai jjenniferdai mentioned this pull request Feb 18, 2022
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@ananthsub ananthsub ananthsub approved these changes

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@carmocca carmocca carmocca approved these changes

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Successfully merging this pull request may close these issues.

[RFC] Standardize all stateful components on state_dict/load_state_dict
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@jjenniferdai @carmocca @ananthsub @awaelchli @Borda @tchaton @justusschock @rohitgr7