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Gradient accumulation #644
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Differential Revision: D24731520 fbshipit-source-id: 51bce0de2b099bd4e814bff81b391c935a41e3b9
Summary: Add support for gradient clipping in ClassificationTask Differential Revision: D24736675 fbshipit-source-id: e626d4f7d99610983f5de8466f7bc954bf5aee28
Summary: Add support for gradient accumulation. In the task config, you can specify a "simulated_batch_size" argument that will accumulate gradients and simulate the specified global batch size. Hard to be careful to make sure that works well with grad clipping, but got some tests covering that. Differential Revision: D24740329 fbshipit-source-id: 6cf567a8d5106303cd8f3b09bee42d64fbb841dd
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This pull request was exported from Phabricator. Differential Revision: D24740329 |
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This pull request was exported from Phabricator. Differential Revision: D24740329 |
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This pull request was exported from Phabricator. Differential Revision: D24740329 |
1 similar comment
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This pull request was exported from Phabricator. Differential Revision: D24740329 |
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This pull request has been merged in 1ba6b03. |
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Summary:
Add support for gradient accumulation. In the task config, you can specify
a "simulated_batch_size" argument that will accumulate gradients and simulate the specified global batch size. Hard to be careful to make sure that works well with grad clipping, but got some tests covering that.
Differential Revision: D24740329