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Fix RW Support and checkpointing #2890

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Summary: Fixes a bug in RW / TWRW checkpointing where the buffers being saved wouldn't represent all of the shards that existed during training.

Reviewed By: Nayef211

Differential Revision: D73144116

@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Apr 16, 2025
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This pull request was exported from Phabricator. Differential Revision: D73144116

doIIarplus pushed a commit to doIIarplus/torchrec that referenced this pull request Apr 17, 2025
Summary:

Fixes a bug in RW / TWRW checkpointing where the buffers being saved wouldn't represent all of the shards that existed during training.

Reviewed By: Nayef211

Differential Revision: D73144116
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This pull request was exported from Phabricator. Differential Revision: D73144116

doIIarplus pushed a commit to doIIarplus/torchrec that referenced this pull request Apr 17, 2025
Summary:
Pull Request resolved: pytorch#2890

Fixes a bug in RW / TWRW checkpointing where the buffers being saved wouldn't represent all of the shards that existed during training.

Reviewed By: Nayef211

Differential Revision: D73144116
doIIarplus pushed a commit to doIIarplus/torchrec that referenced this pull request Apr 17, 2025
Summary:

Fixes a bug in RW / TWRW checkpointing where the buffers being saved wouldn't represent all of the shards that existed during training.

Reviewed By: Nayef211

Differential Revision: D73144116
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This pull request was exported from Phabricator. Differential Revision: D73144116

doIIarplus pushed a commit to doIIarplus/torchrec that referenced this pull request Apr 17, 2025
Summary:
Pull Request resolved: pytorch#2890

Fixes a bug in RW / TWRW checkpointing where the buffers being saved wouldn't represent all of the shards that existed during training.

Reviewed By: Nayef211

Differential Revision: D73144116
@doIIarplus doIIarplus force-pushed the export-D73144116 branch 2 times, most recently from 28c82cd to bb3b462 Compare April 18, 2025 18:19
doIIarplus pushed a commit to doIIarplus/torchrec that referenced this pull request Apr 18, 2025
Summary:

Fixes a bug in RW / TWRW checkpointing where the buffers being saved wouldn't represent all of the shards that existed during training.

Reviewed By: Nayef211

Differential Revision: D73144116
Summary:
Pull Request resolved: pytorch#2890

Fixes a bug in RW / TWRW checkpointing where the buffers being saved wouldn't represent all of the shards that existed during training.

Reviewed By: Nayef211

Differential Revision: D73144116
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D73144116

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