enables default data step in megatron parallel to operate on a wider variety of tensors - second try #9671
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…variety of tensors coming out of the dataloader Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com>
Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com>
Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com> Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com>
than just dictionaries Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com>
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Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com>
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@cuichenx , it sounded like @ashors1 wanted you to review and approve this PR? Let me know if someone else is better. While @marcromeyn is out, who should we have review and help us get things we need on the BioNeMo2 side into NeMo2 in general? |
I think it generally depends on the PR, but I can approve this one as well given that Marc approved the original attempt previously. We just need the CI to pass; then we should be able to merge |
ashors1
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nikitaved
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…variety of tensors - second try (NVIDIA#9671) * enables default data step in megatron parallel to operate on a wider variety of tensors coming out of the dataloader Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * handles the case where a batch is empty Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * Apply isort and black reformatting Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com> Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * Allows the default data step to operate on more types than just dictionaries Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * Apply isort and black reformatting Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com> --------- Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com> Co-authored-by: jomitchellnv <jomitchellnv@users.noreply.github.com> Co-authored-by: John St. John <jstjohn@users.noreply.github.com>
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…variety of tensors - second try (#9671) * enables default data step in megatron parallel to operate on a wider variety of tensors coming out of the dataloader Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * handles the case where a batch is empty Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * Apply isort and black reformatting Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com> Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * Allows the default data step to operate on more types than just dictionaries Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * Apply isort and black reformatting Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com> --------- Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com> Co-authored-by: jomitchellnv <jomitchellnv@users.noreply.github.com> Co-authored-by: John St. John <jstjohn@users.noreply.github.com> Signed-off-by: Tugrul Konuk <ertkonuk@gmail.com>
malay-nagda
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…variety of tensors - second try (NVIDIA#9671) * enables default data step in megatron parallel to operate on a wider variety of tensors coming out of the dataloader Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * handles the case where a batch is empty Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * Apply isort and black reformatting Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com> Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * Allows the default data step to operate on more types than just dictionaries Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * Apply isort and black reformatting Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com> --------- Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com> Co-authored-by: jomitchellnv <jomitchellnv@users.noreply.github.com> Co-authored-by: John St. John <jstjohn@users.noreply.github.com> Signed-off-by: Malay Nagda <malayn@malayn-mlt.client.nvidia.com>
tonyjie
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Aug 6, 2024
…variety of tensors - second try (NVIDIA#9671) * enables default data step in megatron parallel to operate on a wider variety of tensors coming out of the dataloader Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * handles the case where a batch is empty Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * Apply isort and black reformatting Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com> Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * Allows the default data step to operate on more types than just dictionaries Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> * Apply isort and black reformatting Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com> --------- Signed-off-by: Jonathan Mitchell <jomitchell@nvidia.com> Signed-off-by: jomitchellnv <jomitchellnv@users.noreply.github.com> Co-authored-by: jomitchellnv <jomitchellnv@users.noreply.github.com> Co-authored-by: John St. John <jstjohn@users.noreply.github.com> Signed-off-by: tonyjie <jl4257@cornell.edu>
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What does this PR do ?
Add more flexibility to the default data step inside megatron parallel.
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