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[FX] Add type annotation to getitem node before split_module #88510

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@lequytra lequytra commented Nov 4, 2022

Summary: Some nodes lost the type annotation during split_module, causing the submodels to be un-scriptable. This is because compiler always infer Tensor type, which is wrong for non-Tensor types. We attempt to infer type annotation for getitem node to improve scriptability.

Test Plan:

buck2 test //caffe2/test:fx_experimental

Differential Revision: D41037819

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/88510

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CLA Signed

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  • ✅ login: lequytra / name: Tran Le (d3cbc2f)

@pytorch-bot pytorch-bot bot added the release notes: fx release notes category label Nov 4, 2022
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This pull request was exported from Phabricator. Differential Revision: D41037819

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This pull request was exported from Phabricator. Differential Revision: D41037819

lequytra added a commit to lequytra/pytorch that referenced this pull request Nov 4, 2022
…orch#88510)

Summary:
Pull Request resolved: pytorch#88510

Some nodes lost the type annotation during `split_module`, causing the submodels to be un-scriptable. This is because compiler always infer Tensor type, which is wrong for non-Tensor types. We attempt to infer type annotation for `getitem` node to improve scriptability.

Test Plan:
```
buck2 test //caffe2/test:fx_experimental
```

Differential Revision: D41037819

fbshipit-source-id: fd388dc4f35264453de482f9278727220a3082ce
…orch#88510)

Summary:
Pull Request resolved: pytorch#88510

Some nodes lost the type annotation during `split_module`, causing the submodels to be un-scriptable. This is because compiler always infer Tensor type, which is wrong for non-Tensor types. We attempt to infer type annotation for `getitem` node to improve scriptability.

Test Plan:
```
buck2 test //caffe2/test:fx_experimental
```

Differential Revision: D41037819

fbshipit-source-id: 37ee40e52d0e46a9317d1eec6b469510d7ea34e9
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This pull request was exported from Phabricator. Differential Revision: D41037819

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@lequytra has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

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@pytorchbot merge

(Initiating merge automatically since Phabricator Diff has merged)

@pytorch-bot pytorch-bot bot added the ciflow/trunk Trigger trunk jobs on your pull request label Nov 18, 2022
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kulinseth pushed a commit to kulinseth/pytorch that referenced this pull request Dec 10, 2022
…orch#88510)

Summary: Some nodes lost the type annotation during `split_module`, causing the submodels to be un-scriptable. This is because compiler always infer Tensor type, which is wrong for non-Tensor types. We attempt to infer type annotation for `getitem` node to improve scriptability.

Test Plan:
```
buck2 test //caffe2/test:fx_experimental
```

Differential Revision: D41037819

Pull Request resolved: pytorch#88510
Approved by: https://github.com/xush6528
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