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Fix initialization of optimizers in DDP Strategy #11952

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Merged
merged 31 commits into from
Jun 1, 2022
Merged

Fix initialization of optimizers in DDP Strategy #11952

merged 31 commits into from
Jun 1, 2022

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@ananthsub
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@ananthsub ananthsub commented Feb 17, 2022 •
edited by rohitgr7
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What does this PR do?

Redo of #11886
also fixes: #12317

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@ananthsub ananthsub added bug Something isn't working strategy: ddp DistributedDataParallel strategy: ddp spawn strategy: fairscale sharded (removed) Sharded Data Parallel labels Feb 17, 2022
ananthsub
ananthsub commented Feb 17, 2022
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@ananthsub ananthsub changed the title Create optimizers in DDP strategy after moving model to device Move model to device before creating optimizers in DDP Feb 17, 2022
@DuYicong515 DuYicong515 mentioned this pull request Feb 18, 2022
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awaelchli
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@mergify mergify bot added ready PRs ready to be merged has conflicts labels Feb 19, 2022
@ananthsub ananthsub force-pushed the fix/ddp-delay-optimizer-creation branch from c90cad9 to 46fd630 Compare March 5, 2022 06:35
@mergify mergify bot removed the has conflicts label Mar 5, 2022
@ananthsub ananthsub changed the title Move model to device before creating optimizers in DDP Optimize initialization of optimizers in strategies Mar 5, 2022
ananthsub
ananthsub commented Mar 5, 2022
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@ananthsub ananthsub force-pushed the fix/ddp-delay-optimizer-creation branch from cb4cb5b to a456b1b Compare March 8, 2022 06:43
@ananthsub ananthsub changed the title Optimize initialization of optimizers in strategies Fix initialization of optimizers in DDP Strategy Mar 8, 2022
@ananthsub ananthsub mentioned this pull request Mar 8, 2022
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@rohitgr7 rohitgr7 enabled auto-merge (squash) May 25, 2022 12:09
@mergify mergify bot added ready PRs ready to be merged and removed has conflicts ready PRs ready to be merged labels May 25, 2022
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austinmw commented May 25, 2022

Any updates on this PR?

@mergify mergify bot added has conflicts and removed ready PRs ready to be merged labels Jun 1, 2022
@mergify mergify bot added ready PRs ready to be merged and removed has conflicts ready PRs ready to be merged labels Jun 1, 2022
@rohitgr7 rohitgr7 merged commit c1f0502 into Lightning-AI:master Jun 1, 2022
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carmocca commented Jun 1, 2022

@austinmw Merged! Will be included in the 1.6.4 release

carmocca added a commit that referenced this pull request Jun 1, 2022
@ananthsub @rohitgr7 @carmocca
Fix initialization of optimizers in DDP Strategy (#11952)
4b8b10c 
Co-authored-by: Rohit Gupta <[email protected]>
Co-authored-by: Carlos Mocholí <[email protected]>
carmocca added a commit that referenced this pull request Jun 1, 2022
@ananthsub @rohitgr7 @carmocca
Fix initialization of optimizers in DDP Strategy (#11952)
acc6339 
Co-authored-by: Rohit Gupta <[email protected]>
Co-authored-by: Carlos Mocholí <[email protected]>
lexierule pushed a commit that referenced this pull request Jun 1, 2022
@ananthsub @rohitgr7
@carmocca @lexierule
Fix initialization of optimizers in DDP Strategy (#11952)
a5f82f5 
Co-authored-by: Rohit Gupta <[email protected]>
Co-authored-by: Carlos Mocholí <[email protected]>
@rohitgr7 rohitgr7 mentioned this pull request Jul 1, 2022
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@awaelchli awaelchli mentioned this pull request Aug 12, 2022
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@tchaton tchaton tchaton left review comments

@Borda Borda Borda approved these changes

@SeanNaren SeanNaren Awaiting requested review from SeanNaren

@justusschock justusschock Awaiting requested review from justusschock justusschock is a code owner

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@awaelchli awaelchli awaelchli approved these changes

@carmocca carmocca carmocca approved these changes

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bug Something isn't working ready PRs ready to be merged strategy: ddp DistributedDataParallel strategy: fairscale sharded (removed) Sharded Data Parallel

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pl:1.6.x

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Successfully merging this pull request may close these issues.

Can't use estimated_stepping_batches in configure_optimizers with DDP

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@ananthsub @rohitgr7 @dawnos @austinmw @carmocca @awaelchli @Borda @tchaton