CUDA implementation of Sparse Adagrad Fusion for GPUs #35762
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We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient - SparseAdagradFusedWithSparseLengthsSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsSumGradient - SparseAdagradFusedWithSparseLengthsWeightedSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsWeightedSumGradient This will benefit for TSTAR (Zion) and TS (Training Supercomputer) project. Differential Revision: [D20453096](https://our.internmc.facebook.com/intern/diff/D20453096/) **NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D20453096/)! [ghstack-poisoned]
jianyuh
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Mar 31, 2020
We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient - SparseAdagradFusedWithSparseLengthsSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsSumGradient - SparseAdagradFusedWithSparseLengthsWeightedSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsWeightedSumGradient This will benefit for TSTAR (Zion) and TS (Training Supercomputer) project. Differential Revision: [D20453096](https://our.internmc.facebook.com/intern/diff/D20453096/) **NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D20453096/)! ghstack-source-id: 101206036 Pull Request resolved: #35762
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We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient - SparseAdagradFusedWithSparseLengthsSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsSumGradient - SparseAdagradFusedWithSparseLengthsWeightedSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsWeightedSumGradient Differential Revision: [D20453096](https://our.internmc.facebook.com/intern/diff/D20453096/) **NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D20453096/)! [ghstack-poisoned]
jianyuh
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Apr 4, 2020
Pull Request resolved: #35762 We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient - SparseAdagradFusedWithSparseLengthsSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsSumGradient - SparseAdagradFusedWithSparseLengthsWeightedSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsWeightedSumGradient Differential Revision: [D20453096](https://our.internmc.facebook.com/intern/diff/D20453096/) **NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D20453096/)! ghstack-source-id: 101536379
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We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient - SparseAdagradFusedWithSparseLengthsSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsSumGradient - SparseAdagradFusedWithSparseLengthsWeightedSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsWeightedSumGradient Differential Revision: [D20453096](https://our.internmc.facebook.com/intern/diff/D20453096/) **NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D20453096/)! [ghstack-poisoned]
jianyuh
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Apr 4, 2020
Pull Request resolved: #35762 We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient - SparseAdagradFusedWithSparseLengthsSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsSumGradient - SparseAdagradFusedWithSparseLengthsWeightedSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsWeightedSumGradient Differential Revision: [D20453096](https://our.internmc.facebook.com/intern/diff/D20453096/) **NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D20453096/)! ghstack-source-id: 101544700
jianyuh
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We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient - SparseAdagradFusedWithSparseLengthsSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsSumGradient - SparseAdagradFusedWithSparseLengthsWeightedSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsWeightedSumGradient Differential Revision: [D20453096](https://our.internmc.facebook.com/intern/diff/D20453096/) **NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D20453096/)! [ghstack-poisoned]
We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient - SparseAdagradFusedWithSparseLengthsSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsSumGradient - SparseAdagradFusedWithSparseLengthsWeightedSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsWeightedSumGradient Differential Revision: [D20453096](https://our.internmc.facebook.com/intern/diff/D20453096/) **NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D20453096/)! [ghstack-poisoned]
jianyuh
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Apr 6, 2020
Pull Request resolved: #35762 We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient - SparseAdagradFusedWithSparseLengthsSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsSumGradient - SparseAdagradFusedWithSparseLengthsWeightedSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsWeightedSumGradient Differential Revision: [D20453096](https://our.internmc.facebook.com/intern/diff/D20453096/) **NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D20453096/)! ghstack-source-id: 101569272
We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient - SparseAdagradFusedWithSparseLengthsSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsSumGradient - SparseAdagradFusedWithSparseLengthsWeightedSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsWeightedSumGradient Differential Revision: [D20453096](https://our.internmc.facebook.com/intern/diff/D20453096/) **NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D20453096/)! [ghstack-poisoned]
jianyuh
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Apr 7, 2020
Pull Request resolved: #35762 We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient - SparseAdagradFusedWithSparseLengthsSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsSumGradient - SparseAdagradFusedWithSparseLengthsWeightedSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsWeightedSumGradient Differential Revision: [D20453096](https://our.internmc.facebook.com/intern/diff/D20453096/) **NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D20453096/)! ghstack-source-id: 101708597
We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient - SparseAdagradFusedWithSparseLengthsSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsSumGradient - SparseAdagradFusedWithSparseLengthsWeightedSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsWeightedSumGradient Differential Revision: [D20453096](https://our.internmc.facebook.com/intern/diff/D20453096/) **NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D20453096/)! [ghstack-poisoned]
jianyuh
added a commit
that referenced
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Apr 21, 2020
Pull Request resolved: #35762 We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient - SparseAdagradFusedWithSparseLengthsSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsSumGradient - SparseAdagradFusedWithSparseLengthsWeightedSumGradient - RowWiseSparseAdagradFusedWithSparseLengthsWeightedSumGradient Differential Revision: [D20453096](https://our.internmc.facebook.com/intern/diff/D20453096/) **NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D20453096/)! ghstack-source-id: 102583129
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Stack from ghstack:
We implement the following operators for Regular and RowWise SparseAdagrad Fusion with SLS and SLWS gradient
Differential Revision: D20453096
NOTE FOR REVIEWERS: This PR has internal Facebook specific changes or comments, please review them on Phabricator!