Yuya/add checkpoints section #9329

yaoyu-33 · 2024-05-28T17:37:01Z

What does this PR do ?

Add NeMo Dev docs to explain NeMo checkpoints, .nemo .ckpt, regular and distributed.

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Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com>

github-actions · 2024-06-13T01:47:36Z

This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.

* Add 'Quantized Checkpoints' section Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Address review comments Signed-off-by: Jan Lasek <janek.lasek@gmail.com> --------- Signed-off-by: Jan Lasek <janek.lasek@gmail.com>

* Describe shardings and entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Strategies, optimizers, finalize entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Transformations Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Integration Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add link from intro Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply grammar suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Explain the example Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply review suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add zarr and torch_dist explanation --------- Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com>

Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com>

docs/source/checkpoints/intro.rst

docs/source/checkpoints/dist_ckpt.rst

Co-authored-by: Chen Cui <chcui@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com>

Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com>

erastorgueva-nv

Looks good, have suggested some small changes.

Extra note:

In user_guide.rst, maybe prepend all script paths with NeMo/scripts/checkpoint_converters ?

docs/source/index.rst

docs/source/checkpoints/intro.rst

docs/source/checkpoints/dist_ckpt.rst

Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com>

erastorgueva-nv

LGTM now, thank you

* Add checkpoints section Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Fix title Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * update Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Add section on ".qnemo" checkpoints (#9503) * Add 'Quantized Checkpoints' section Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Address review comments Signed-off-by: Jan Lasek <janek.lasek@gmail.com> --------- Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Distributed checkpointing user guide (#9494) * Describe shardings and entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Strategies, optimizers, finalize entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Transformations Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Integration Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add link from intro Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply grammar suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Explain the example Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply review suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add zarr and torch_dist explanation --------- Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * add subsection Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Update docs/source/checkpoints/intro.rst Co-authored-by: Chen Cui <chcui@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com> * address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix code block Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * formatting Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> --------- Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> Signed-off-by: Jan Lasek <janek.lasek@gmail.com> Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com> Co-authored-by: Jan Lasek <janek.lasek@gmail.com> Co-authored-by: mikolajblaz <mikolajblaz@users.noreply.github.com> Co-authored-by: Chen Cui <chcui@nvidia.com> Signed-off-by: Tugrul Konuk <ertkonuk@gmail.com>

* Add checkpoints section Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Fix title Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * update Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Add section on ".qnemo" checkpoints (NVIDIA#9503) * Add 'Quantized Checkpoints' section Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Address review comments Signed-off-by: Jan Lasek <janek.lasek@gmail.com> --------- Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Distributed checkpointing user guide (NVIDIA#9494) * Describe shardings and entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Strategies, optimizers, finalize entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Transformations Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Integration Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add link from intro Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply grammar suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Explain the example Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply review suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add zarr and torch_dist explanation --------- Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * add subsection Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Update docs/source/checkpoints/intro.rst Co-authored-by: Chen Cui <chcui@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com> * address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix code block Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * formatting Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> --------- Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> Signed-off-by: Jan Lasek <janek.lasek@gmail.com> Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com> Co-authored-by: Jan Lasek <janek.lasek@gmail.com> Co-authored-by: mikolajblaz <mikolajblaz@users.noreply.github.com> Co-authored-by: Chen Cui <chcui@nvidia.com>

* Add checkpoints section Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Fix title Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * update Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Add section on ".qnemo" checkpoints (#9503) * Add 'Quantized Checkpoints' section Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Address review comments Signed-off-by: Jan Lasek <janek.lasek@gmail.com> --------- Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Distributed checkpointing user guide (#9494) * Describe shardings and entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Strategies, optimizers, finalize entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Transformations Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Integration Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add link from intro Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply grammar suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Explain the example Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply review suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add zarr and torch_dist explanation --------- Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * add subsection Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Update docs/source/checkpoints/intro.rst Co-authored-by: Chen Cui <chcui@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com> * address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix code block Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * formatting Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> --------- Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> Signed-off-by: Jan Lasek <janek.lasek@gmail.com> Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com> Co-authored-by: Jan Lasek <janek.lasek@gmail.com> Co-authored-by: mikolajblaz <mikolajblaz@users.noreply.github.com> Co-authored-by: Chen Cui <chcui@nvidia.com> Signed-off-by: Alexandros Koumparoulis <akoumparouli@nvidia.com>

* Add checkpoints section Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Fix title Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * update Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Add section on ".qnemo" checkpoints (NVIDIA#9503) * Add 'Quantized Checkpoints' section Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Address review comments Signed-off-by: Jan Lasek <janek.lasek@gmail.com> --------- Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Distributed checkpointing user guide (NVIDIA#9494) * Describe shardings and entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Strategies, optimizers, finalize entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Transformations Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Integration Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add link from intro Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply grammar suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Explain the example Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply review suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add zarr and torch_dist explanation --------- Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * add subsection Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Update docs/source/checkpoints/intro.rst Co-authored-by: Chen Cui <chcui@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com> * address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix code block Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * formatting Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> --------- Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> Signed-off-by: Jan Lasek <janek.lasek@gmail.com> Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com> Co-authored-by: Jan Lasek <janek.lasek@gmail.com> Co-authored-by: mikolajblaz <mikolajblaz@users.noreply.github.com> Co-authored-by: Chen Cui <chcui@nvidia.com> Signed-off-by: Malay Nagda <malayn@malayn-mlt.client.nvidia.com>

* Add checkpoints section Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Fix title Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * update Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Add section on ".qnemo" checkpoints (#9503) * Add 'Quantized Checkpoints' section Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Address review comments Signed-off-by: Jan Lasek <janek.lasek@gmail.com> --------- Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Distributed checkpointing user guide (#9494) * Describe shardings and entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Strategies, optimizers, finalize entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Transformations Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Integration Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add link from intro Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply grammar suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Explain the example Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply review suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add zarr and torch_dist explanation --------- Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * add subsection Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Update docs/source/checkpoints/intro.rst Co-authored-by: Chen Cui <chcui@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com> * address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix code block Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * formatting Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> --------- Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> Signed-off-by: Jan Lasek <janek.lasek@gmail.com> Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com> Co-authored-by: Jan Lasek <janek.lasek@gmail.com> Co-authored-by: mikolajblaz <mikolajblaz@users.noreply.github.com> Co-authored-by: Chen Cui <chcui@nvidia.com>

* Add checkpoints section Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Fix title Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * update Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Add section on ".qnemo" checkpoints (NVIDIA#9503) * Add 'Quantized Checkpoints' section Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Address review comments Signed-off-by: Jan Lasek <janek.lasek@gmail.com> --------- Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Distributed checkpointing user guide (NVIDIA#9494) * Describe shardings and entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Strategies, optimizers, finalize entrypoints Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Transformations Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Integration Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add link from intro Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply grammar suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Explain the example Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Apply review suggestions Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add zarr and torch_dist explanation --------- Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * add subsection Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * Update docs/source/checkpoints/intro.rst Co-authored-by: Chen Cui <chcui@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com> * address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix code block Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * address comments Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * formatting Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> * fix Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> --------- Signed-off-by: yaoyu-33 <yaoyu.094@gmail.com> Signed-off-by: Jan Lasek <janek.lasek@gmail.com> Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com> Co-authored-by: Jan Lasek <janek.lasek@gmail.com> Co-authored-by: mikolajblaz <mikolajblaz@users.noreply.github.com> Co-authored-by: Chen Cui <chcui@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com>

yaoyu-33 added 3 commits May 28, 2024 10:32

Add checkpoints section

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Fix title

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janekl mentioned this pull request Jun 19, 2024

Add section on ".qnemo" checkpoints #9503

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janekl and others added 4 commits June 27, 2024 09:32

Add section on ".qnemo" checkpoints (#9503)

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* Add 'Quantized Checkpoints' section Signed-off-by: Jan Lasek <janek.lasek@gmail.com> * Address review comments Signed-off-by: Jan Lasek <janek.lasek@gmail.com> --------- Signed-off-by: Jan Lasek <janek.lasek@gmail.com>

Merge branch 'main' into yuya/add_checkpoints_section

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add subsection

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yaoyu-33 and others added 2 commits July 15, 2024 18:16

Update docs/source/checkpoints/intro.rst

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Co-authored-by: Chen Cui <chcui@nvidia.com> Signed-off-by: Yu Yao <54727607+yaoyu-33@users.noreply.github.com>

address comments

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yaoyu-33 added 2 commits July 16, 2024 12:25

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yaoyu-33 dismissed erastorgueva-nv’s stale review via 673a7ea July 16, 2024 22:07

yaoyu-33 added 3 commits July 16, 2024 18:14

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Yuya/add checkpoints section #9329

Yuya/add checkpoints section #9329

yaoyu-33 commented May 28, 2024 •

edited

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Yuya/add checkpoints section #9329

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yaoyu-33 commented May 28, 2024 • edited Loading

What does this PR do ?

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yaoyu-33 commented May 28, 2024 •

edited

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