Add ability to enable/disable act ckpt and seq parallelism in GPT #6327
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Signed-off-by: Markel Sanz Ausin <[email protected]>
for more information, see https://pre-commit.ci
Signed-off-by: Markel Sanz Ausin <[email protected]>
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This looks good to me and I've been using this for SFT models to turn this on/off between training and validation. I'll let @ericharper do a final review. |
ericharper
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Apr 6, 2023
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py
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Signed-off-by: Markel Sanz Ausin <[email protected]>
for more information, see https://pre-commit.ci
Signed-off-by: Markel Sanz Ausin <[email protected]>
for more information, see https://pre-commit.ci
ericharper
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Apr 11, 2023
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py
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Signed-off-by: Markel Sanz Ausin <[email protected]>
for more information, see https://pre-commit.ci
ericharper
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Apr 11, 2023
nemo/collections/nlp/models/language_modeling/megatron_gpt_model.py
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Signed-off-by: Markel Sanz Ausin <[email protected]>
Signed-off-by: Markel Sanz Ausin <[email protected]>
…t function. Signed-off-by: Markel Sanz Ausin <[email protected]>
for more information, see https://pre-commit.ci
ericharper
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Apr 13, 2023
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Jun 2, 2023
…IDIA#6327) * Add ability to enable/disable act ckpt and seq parallelism Signed-off-by: Markel Sanz Ausin <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove num_micro_batches_with_partial_activation_checkpoints Signed-off-by: Markel Sanz Ausin <[email protected]> * Added property to self.model and added restore/reset config values. Signed-off-by: Markel Sanz Ausin <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Use self.model property Signed-off-by: Markel Sanz Ausin <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Removed original_act_ckpt Signed-off-by: Markel Sanz Ausin <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add docstrings to reset/restore act ckpt Signed-off-by: Markel Sanz Ausin <[email protected]> * Property removed from self.model and replaced with get_gpt_module_list function. Signed-off-by: Markel Sanz Ausin <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Markel Sanz Ausin <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Oleksii Kuchaiev <[email protected]> Signed-off-by: hsiehjackson <[email protected]>
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What does this PR do ?
Adds functions to enable and disable activation checkpointing and sequence parallelism. This way, we can enable them during training and disable them during inference/generation.
Collection: nemo/collections/nlp/language_modeling
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