Script MultiheadAttention #1524
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This pull request was exported from Phabricator. Differential Revision: D18772594 |
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Summary: Pull Request resolved: facebookresearch/fairseq#1524 Make fairseq MultiheadAttention scriptable. Looking for feedbacks. 1. Add types 2. Move incremental state management logic from util functions to initializers. TorchScript in general doesn't support global dict. As a result modules with multihead attention in it would assign itself fairseq_instance_id in the initializer. 3. There might be opportunities to make assertions and annotations cleaner. Differential Revision: D18772594 fbshipit-source-id: 81b830b16fbaa9c6fc34dee0672054f146060ea4
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Summary: Pull Request resolved: pytorch#681 Pull Request resolved: facebookresearch/fairseq#1524 Make fairseq MultiheadAttention scriptable. Looking for feedbacks. 1. Add types 2. Move incremental state management logic from util functions to initializers. TorchScript in general doesn't support global dict. As a result modules with multihead attention in it would assign itself fairseq_instance_id in the initializer. 3. There might be opportunities to make assertions and annotations cleaner. Differential Revision: D18772594 fbshipit-source-id: 4353d522d244b1508190d33ca5be6f2299e8442c
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Differential Revision: D18799003 fbshipit-source-id: a7e088997e9d246f1216b1ce0e4deff43354c9a7
Summary: Pull Request resolved: pytorch/translate#681 Pull Request resolved: facebookresearch#1524 Make fairseq MultiheadAttention scriptable. Looking for feedbacks. 1. Add types 2. Move incremental state management logic from util functions to initializers. TorchScript in general doesn't support global dict. As a result modules with multihead attention in it would assign itself fairseq_instance_id in the initializer. 3. There might be opportunities to make assertions and annotations cleaner. Differential Revision: D18772594 fbshipit-source-id: 8b8b87f0e74f4afb863b15fc4172482b640f6197
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Summary: Pull Request resolved: pytorch#681 Pull Request resolved: facebookresearch/fairseq#1524 Make fairseq MultiheadAttention scriptable. Looking for feedbacks. 1. Add types 2. Move incremental state management logic from util functions to initializers. TorchScript in general doesn't support global dict. As a result modules with multihead attention in it would assign itself fairseq_instance_id in the initializer. 3. There might be opportunities to make assertions and annotations cleaner. Differential Revision: D18772594 fbshipit-source-id: 5c21d7d84db1320201f486015bb91469006ffd95
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Jan 22, 2020
Summary: Pull Request resolved: fairinternal/fairseq-py#1002 Pull Request resolved: pytorch/translate#681 Pull Request resolved: #1524 Make fairseq MultiheadAttention scriptable. Looking for feedbacks. 1. Add types 2. Move incremental state management logic from util functions to initializers. TorchScript in general doesn't support global dict. As a result modules with multihead attention in it would assign itself fairseq_instance_id in the initializer. 3. There might be opportunities to make assertions and annotations cleaner. Reviewed By: myleott Differential Revision: D18772594 fbshipit-source-id: 377aef4bbb7ef51da5b6bac9a87a6f7b03b16fe1
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Summary: Pull Request resolved: fairinternal/fairseq-py#1002 Pull Request resolved: pytorch/translate#681 Pull Request resolved: facebookresearch#1524 Make fairseq MultiheadAttention scriptable. Looking for feedbacks. 1. Add types 2. Move incremental state management logic from util functions to initializers. TorchScript in general doesn't support global dict. As a result modules with multihead attention in it would assign itself fairseq_instance_id in the initializer. 3. There might be opportunities to make assertions and annotations cleaner. Reviewed By: myleott Differential Revision: D18772594 fbshipit-source-id: 377aef4bbb7ef51da5b6bac9a87a6f7b03b16fe1
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Feb 19, 2021
Summary: Pull Request resolved: fairinternal/fairseq-py#1002 Pull Request resolved: pytorch/translate#681 Pull Request resolved: facebookresearch/fairseq#1524 Make fairseq MultiheadAttention scriptable. Looking for feedbacks. 1. Add types 2. Move incremental state management logic from util functions to initializers. TorchScript in general doesn't support global dict. As a result modules with multihead attention in it would assign itself fairseq_instance_id in the initializer. 3. There might be opportunities to make assertions and annotations cleaner. Reviewed By: myleott Differential Revision: D18772594 fbshipit-source-id: 377aef4bbb7ef51da5b6bac9a87a6f7b03b16fe1
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Feb 19, 2021
Summary: Pull Request resolved: fairinternal/fairseq-py#1002 Pull Request resolved: pytorch/translate#681 Pull Request resolved: facebookresearch/fairseq#1524 Make fairseq MultiheadAttention scriptable. Looking for feedbacks. 1. Add types 2. Move incremental state management logic from util functions to initializers. TorchScript in general doesn't support global dict. As a result modules with multihead attention in it would assign itself fairseq_instance_id in the initializer. 3. There might be opportunities to make assertions and annotations cleaner. Reviewed By: myleott Differential Revision: D18772594 fbshipit-source-id: 377aef4bbb7ef51da5b6bac9a87a6f7b03b16fe1
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Summary:
Make fairseq MultiheadAttention scriptable. Looking for feedbacks.
Differential Revision: D18772594