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Optimzed backward pass for ROCm devices #3367

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Added optimized implementation of backward pass for ROCm devices. Currently support not nobag mode, rowwise_adagrad optimizer with non-mixed dimensions in [64, 128, 160, 192].

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@avbokovoy avbokovoy marked this pull request as ready for review November 14, 2024 08:10
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@leitian has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

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q10 commented Nov 22, 2024

Hi @avbokovoy could you rebase this branch on latest main? We've landed some changes to fix some of the ongoing issues with the CI runs

@avbokovoy avbokovoy force-pushed the abokovoi/rocm-bwd-pass-optimization branch from 02ec7a2 to 08a71b6 Compare November 22, 2024 08:01
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Hi @avbokovoy could you rebase this branch on latest main? We've landed some changes to fix some of the ongoing issues with the CI runs

Hi @q10. Sure. Done

q10 pushed a commit to q10/FBGEMM that referenced this pull request Nov 23, 2024
Summary:
Added optimized implementation of backward pass for ROCm devices. Currently support **not nobag** mode, **rowwise_adagrad** optimizer with non-mixed dimensions in [64, 128, 160, 192].

Pull Request resolved: pytorch#3367

Differential Revision: D66310520

Pulled By: leitian
@avbokovoy avbokovoy force-pushed the abokovoi/rocm-bwd-pass-optimization branch from 4121411 to 8cbcdff Compare November 25, 2024 15:52
q10 pushed a commit to q10/FBGEMM that referenced this pull request Nov 25, 2024
Summary:
Added optimized implementation of backward pass for ROCm devices. Currently support **not nobag** mode, **rowwise_adagrad** optimizer with non-mixed dimensions in [64, 128, 160, 192].

Pull Request resolved: pytorch#3367

Differential Revision: D66310520

Pulled By: leitian
q10 pushed a commit to q10/FBGEMM that referenced this pull request Nov 27, 2024
Summary:
Added optimized implementation of backward pass for ROCm devices. Currently support **not nobag** mode, **rowwise_adagrad** optimizer with non-mixed dimensions in [64, 128, 160, 192].

Pull Request resolved: pytorch#3367

Differential Revision: D66310520

Pulled By: leitian
q10 pushed a commit to q10/FBGEMM that referenced this pull request Dec 2, 2024
Summary:
Added optimized implementation of backward pass for ROCm devices. Currently support **not nobag** mode, **rowwise_adagrad** optimizer with non-mixed dimensions in [64, 128, 160, 192].

Pull Request resolved: pytorch#3367

Differential Revision: D66310520

Pulled By: leitian
q10 pushed a commit to q10/FBGEMM that referenced this pull request Dec 4, 2024
Summary:
Added optimized implementation of backward pass for ROCm devices. Currently support **not nobag** mode, **rowwise_adagrad** optimizer with non-mixed dimensions in [64, 128, 160, 192].

Pull Request resolved: pytorch#3367

Differential Revision: D66310520

Pulled By: leitian
q10 pushed a commit to q10/FBGEMM that referenced this pull request Dec 5, 2024
Summary:
Added optimized implementation of backward pass for ROCm devices. Currently support **not nobag** mode, **rowwise_adagrad** optimizer with non-mixed dimensions in [64, 128, 160, 192].

Pull Request resolved: pytorch#3367

Differential Revision: D66310520

Pulled By: leitian
q10 pushed a commit to q10/FBGEMM that referenced this pull request Dec 5, 2024
Summary:
Added optimized implementation of backward pass for ROCm devices. Currently support **not nobag** mode, **rowwise_adagrad** optimizer with non-mixed dimensions in [64, 128, 160, 192].

Pull Request resolved: pytorch#3367

Differential Revision: D66310520

Pulled By: leitian
q10 pushed a commit to q10/FBGEMM that referenced this pull request Dec 6, 2024
Summary:
X-link: facebookresearch/FBGEMM#491

Added optimized implementation of backward pass for ROCm devices. Currently support **not nobag** mode, **rowwise_adagrad** optimizer with non-mixed dimensions in [64, 128, 160, 192].


Reviewed By: leitian

Differential Revision: D66310520

Pulled By: q10
q10 added a commit to q10/FBGEMM that referenced this pull request Dec 18, 2024
Summary: - Break up D66310520 (pytorch#3367) into backend and frontend diffs.  This is the frontend diff, and followup to D66986498

Differential Revision: D67407935
q10 added a commit to q10/FBGEMM that referenced this pull request Dec 18, 2024
Summary:

X-link: facebookresearch/FBGEMM#594

- Break up D66310520 (pytorch#3367) into backend and frontend diffs.  This is the frontend diff, and followup to D66986498

Differential Revision: D67407935
q10 added a commit to q10/FBGEMM that referenced this pull request Dec 19, 2024
Summary:

X-link: facebookresearch/FBGEMM#594

- Break up D66310520 (pytorch#3367) into backend and frontend diffs.  This is the frontend diff, and followup to D66986498

Differential Revision: D67407935
q10 added a commit to q10/FBGEMM that referenced this pull request Dec 27, 2024
Summary:

X-link: facebookresearch/FBGEMM#594

- Break up D66310520 (pytorch#3367) into backend and frontend diffs.  This is the frontend diff, and followup to D66986498

Reviewed By: leitian

Differential Revision: D67407935
q10 added a commit to q10/FBGEMM that referenced this pull request Jan 2, 2025
Summary:

X-link: facebookresearch/FBGEMM#594

- Break up D66310520 (pytorch#3367) into backend and frontend diffs.  This is the frontend diff, and followup to D66986498

Reviewed By: leitian

Differential Revision: D67407935
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3 participants