Implement DistributedCheckpointIO #9016
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Signed-off-by: Mikołaj Błaż <[email protected]>
Signed-off-by: Mikołaj Błaż <[email protected]>
Signed-off-by: Mikołaj Błaż <[email protected]>
Signed-off-by: Mikołaj Błaż <[email protected]>
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Signed-off-by: Mikołaj Błaż <[email protected]>
Signed-off-by: Mikołaj Błaż <[email protected]>
Signed-off-by: Mikołaj Błaż <[email protected]>
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Signed-off-by: Mikołaj Błaż <[email protected]>
for more information, see https://pre-commit.ci Signed-off-by: Mikołaj Błaż <[email protected]>
…ist-ckpt-io Signed-off-by: Mikołaj Błaż <[email protected]>
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Signed-off-by: Mikołaj Błaż <[email protected]>
Signed-off-by: Mikołaj Błaż <[email protected]>
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The fix from prevent-duplicated-checkpoints is required to skip the checkpoints Signed-off-by: Mikołaj Błaż <[email protected]>
Signed-off-by: Mikołaj Błaż <[email protected]>
Signed-off-by: Mikołaj Błaż <[email protected]>
Signed-off-by: Mikołaj Błaż <[email protected]>
8 tasks
Signed-off-by: Mikołaj Błaż <[email protected]>
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Signed-off-by: Mikołaj Błaż <[email protected]>
for more information, see https://pre-commit.ci
Signed-off-by: Mikołaj Błaż <[email protected]>
Signed-off-by: Mikołaj Błaż <[email protected]>
Signed-off-by: Mikołaj Błaż <[email protected]>
for more information, see https://pre-commit.ci
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Jun 25, 2024
* Introduce DistributedCheckpointIO Signed-off-by: Mikołaj Błaż <[email protected]> * Fix DistCkptIO usage Signed-off-by: Mikołaj Błaż <[email protected]> * Use NeMo logger Signed-off-by: Mikołaj Błaż <[email protected]> * [DCIO] Fix save_to dist ckpt path Signed-off-by: Mikołaj Błaż <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Use dist ckpt flag in all methods Signed-off-by: Mikołaj Błaż <[email protected]> * Improve error msg Signed-off-by: Mikołaj Błaż <[email protected]> * Add dist ckpt unit tests Signed-off-by: Mikołaj Błaż <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix load_checkpoint Signed-off-by: Mikołaj Błaż <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Mikołaj Błaż <[email protected]> * Fix auto-issues Signed-off-by: Mikołaj Błaż <[email protected]> * Fix ckpt_dir var Signed-off-by: Mikołaj Błaż <[email protected]> * Restore skipping behavior The fix from prevent-duplicated-checkpoints is required to skip the checkpoints Signed-off-by: Mikołaj Błaż <[email protected]> * Fix steps on single-GPU machine Signed-off-by: Mikołaj Błaż <[email protected]> * Add docs Signed-off-by: Mikołaj Błaż <[email protected]> * Apply black Signed-off-by: Mikołaj Błaż <[email protected]> * Fix num steps in tests Signed-off-by: Mikołaj Błaż <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Mikołaj Błaż <[email protected]> * Use dist-ckpt for Bert Signed-off-by: Mikołaj Błaż <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix load checkpoint return val Signed-off-by: Mikołaj Błaż <[email protected]> * Use dist-ckpt based on sharded_state_dict Signed-off-by: Mikołaj Błaż <[email protected]> * Use correct checkpoint_io Signed-off-by: Mikołaj Błaż <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Mikołaj Błaż <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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What does this PR do ?
This PR sets the ground for more advanced distributed checkpointing features, like fully parallel save/load or async save which will be configured and implemented as part of DistributedCheckpointIO plugin. It doesn't introduce any new features, just refactors existing behavior.
Collection: NLP
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