Update the rowwise adagrad optimizer to leverage optimizer state offloading, v4, backend #4195
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This pull request was exported from Phabricator. Differential Revision: D75329024 |
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…oading, v4, backend (pytorch#4195) Summary: X-link: facebookresearch/FBGEMM#1271 Update the rowwise adagrad optimizer to leverage optimizer state offloading, v4. It is a revision of D74827718 to make the flag an SSD-specific flag, as opposed to optimizer-specific flag. By making this an SSD-specific flag, we are expressing clear intent on the flag's use. This diff adds support for leveraging optimizer state offloading to make optimizer state updates, starting with the rowwise adagrad optimizer. - Add ssd-specific flag `enable_optimizer_offloading` to the table update kernel to enable handling optimizer offloading, starting with the rowwise adagrad case - Propagate the flag upwards to `torch.ops.fbgemm.{{ mdesc }}_embedding_codegen_lookup_{{ optimizer }}_function_pt2` Differential Revision: D75329024
q10
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May 27, 2025
…oading, v4, backend (pytorch#4195) Summary: X-link: facebookresearch/FBGEMM#1271 Update the rowwise adagrad optimizer to leverage optimizer state offloading, v4. It is a revision of D74827718 to make the flag an SSD-specific flag, as opposed to optimizer-specific flag. By making this an SSD-specific flag, we are expressing clear intent on the flag's use. This diff adds support for leveraging optimizer state offloading to make optimizer state updates, starting with the rowwise adagrad optimizer. - Add ssd-specific flag `enable_optimizer_offloading` to the table update kernel to enable handling optimizer offloading, starting with the rowwise adagrad case - Propagate the flag upwards to `torch.ops.fbgemm.{{ mdesc }}_embedding_codegen_lookup_{{ optimizer }}_function_pt2` Differential Revision: D75329024
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This pull request was exported from Phabricator. Differential Revision: D75329024 |
q10
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…oading, v4, backend (pytorch#4195) Summary: X-link: facebookresearch/FBGEMM#1271 Pull Request resolved: pytorch#4195 Update the rowwise adagrad optimizer to leverage optimizer state offloading, v4. It is a revision of D74827718 to make the flag an SSD-specific flag, as opposed to optimizer-specific flag. By making this an SSD-specific flag, we are expressing clear intent on the flag's use. This diff adds support for leveraging optimizer state offloading to make optimizer state updates, starting with the rowwise adagrad optimizer. - Add ssd-specific flag `enable_optimizer_offloading` to the table update kernel to enable handling optimizer offloading, starting with the rowwise adagrad case - Propagate the flag upwards to `torch.ops.fbgemm.{{ mdesc }}_embedding_codegen_lookup_{{ optimizer }}_function_pt2` Differential Revision: D75329024
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This pull request was exported from Phabricator. Differential Revision: D75329024 |
q10
added a commit
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that referenced
this pull request
May 27, 2025
…oading, v4, backend (pytorch#4195) Summary: X-link: facebookresearch/FBGEMM#1271 Pull Request resolved: pytorch#4195 Update the rowwise adagrad optimizer to leverage optimizer state offloading, v4. It is a revision of D74827718 to make the flag an SSD-specific flag, as opposed to optimizer-specific flag. By making this an SSD-specific flag, we are expressing clear intent on the flag's use. This diff adds support for leveraging optimizer state offloading to make optimizer state updates, starting with the rowwise adagrad optimizer. - Add ssd-specific flag `enable_optimizer_offloading` to the table update kernel to enable handling optimizer offloading, starting with the rowwise adagrad case - Propagate the flag upwards to `torch.ops.fbgemm.{{ mdesc }}_embedding_codegen_lookup_{{ optimizer }}_function_pt2` Differential Revision: D75329024
q10
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May 28, 2025
…oading, v4, backend (pytorch#4195) Summary: X-link: facebookresearch/FBGEMM#1271 Update the rowwise adagrad optimizer to leverage optimizer state offloading, v4. It is a revision of D74827718 to make the flag an SSD-specific flag, as opposed to optimizer-specific flag. By making this an SSD-specific flag, we are expressing clear intent on the flag's use. This diff adds support for leveraging optimizer state offloading to make optimizer state updates, starting with the rowwise adagrad optimizer. - Add ssd-specific flag `enable_optimizer_offloading` to the table update kernel to enable handling optimizer offloading, starting with the rowwise adagrad case - Propagate the flag upwards to `torch.ops.fbgemm.{{ mdesc }}_embedding_codegen_lookup_{{ optimizer }}_function_pt2` Differential Revision: D75329024
q10
added a commit
to q10/FBGEMM
that referenced
this pull request
May 28, 2025
…oading, v4, backend (pytorch#4195) Summary: X-link: facebookresearch/FBGEMM#1271 Update the rowwise adagrad optimizer to leverage optimizer state offloading, v4. It is a revision of D74827718 to make the flag an SSD-specific flag, as opposed to optimizer-specific flag. By making this an SSD-specific flag, we are expressing clear intent on the flag's use. This diff adds support for leveraging optimizer state offloading to make optimizer state updates, starting with the rowwise adagrad optimizer. - Add ssd-specific flag `enable_optimizer_offloading` to the table update kernel to enable handling optimizer offloading, starting with the rowwise adagrad case - Propagate the flag upwards to `torch.ops.fbgemm.{{ mdesc }}_embedding_codegen_lookup_{{ optimizer }}_function_pt2` Differential Revision: D75329024
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This pull request was exported from Phabricator. Differential Revision: D75329024 |
q10
added a commit
to q10/FBGEMM
that referenced
this pull request
May 28, 2025
…oading, v4, backend (pytorch#4195) Summary: X-link: facebookresearch/FBGEMM#1271 Pull Request resolved: pytorch#4195 Update the rowwise adagrad optimizer to leverage optimizer state offloading, v4. It is a revision of D74827718 to make the flag an SSD-specific flag, as opposed to optimizer-specific flag. By making this an SSD-specific flag, we are expressing clear intent on the flag's use. This diff adds support for leveraging optimizer state offloading to make optimizer state updates, starting with the rowwise adagrad optimizer. - Add ssd-specific flag `enable_optimizer_offloading` to the table update kernel to enable handling optimizer offloading, starting with the rowwise adagrad case - Propagate the flag upwards to `torch.ops.fbgemm.{{ mdesc }}_embedding_codegen_lookup_{{ optimizer }}_function_pt2` Differential Revision: D75329024
…oading, v4, backend (pytorch#4195) Summary: X-link: facebookresearch/FBGEMM#1271 Pull Request resolved: pytorch#4195 Update the rowwise adagrad optimizer to leverage optimizer state offloading, v4. It is a revision of D74827718 to make the flag an SSD-specific flag, as opposed to optimizer-specific flag. By making this an SSD-specific flag, we are expressing clear intent on the flag's use. This diff adds support for leveraging optimizer state offloading to make optimizer state updates, starting with the rowwise adagrad optimizer. - Add ssd-specific flag `enable_optimizer_offloading` to the table update kernel to enable handling optimizer offloading, starting with the rowwise adagrad case - Propagate the flag upwards to `torch.ops.fbgemm.{{ mdesc }}_embedding_codegen_lookup_{{ optimizer }}_function_pt2` Differential Revision: D75329024
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This pull request was exported from Phabricator. Differential Revision: D75329024 |
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This pull request has been merged in 9ba0bf5. |
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Summary:
Update the rowwise adagrad optimizer to leverage optimizer state offloading, v4. It is a revision of D74827718 to make the flag an SSD-specific flag, as opposed to optimizer-specific flag.
By making this an SSD-specific flag, we are expressing clear intent on the flag's use.
This diff adds support for leveraging optimizer state offloading to make optimizer state updates, starting with the rowwise adagrad optimizer.
enable_optimizer_offloadingto the table update kernel to enable handling optimizer offloading, starting with the rowwise adagrad casetorch.ops.fbgemm.{{ mdesc }}_embedding_codegen_lookup_{{ optimizer }}_function_pt2Differential Revision: D75329024