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13 Commits

Author SHA1 Message Date
Aaron Gokaslan
88ab3e4322 [BE]: Update ruff to 0.285 (#107519) 
This updates ruff to 0.285 which is faster, better, and have fixes a bunch of false negatives with regards to fstrings.

I also enabled RUF017 which looks for accidental quadratic list summation. Luckily, seems like there are no instances of it in our codebase, so enabling it so that it stays like that. :)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/107519
Approved by: https://github.com/ezyang
 2023-08-20 01:36:18 +00:00
Justin Chu
c0d8a4af0a [BE] Enable ruff's UP rules and autoformat ao/ (#105430) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/105430
Approved by: https://github.com/albanD, https://github.com/malfet
 2023-07-19 13:44:37 +00:00
Xuehai Pan
5b1cedacde [BE] [2/3] Rewrite super() calls in functorch and torch (#94588) 
Rewrite Python built-in class `super()` calls. Only non-semantic changes should be applied.

- #94587
- #94588
- #94592

Also, methods with only a `super()` call are removed:

```diff
class MyModule(nn.Module):
-   def __init__(self):
-       super().__init__()
-
    def forward(self, ...):
        ...
```

Some cases that change the semantics should be kept unchanged. E.g.:

f152a79be9/caffe2/python/net_printer.py (L184-L190)

f152a79be9/test/test_jit_fuser_te.py (L2628-L2635)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/94588
Approved by: https://github.com/ezyang, https://github.com/albanD
 2023-02-10 21:16:33 +00:00
Vasiliy Kuznetsov
f15ab8a7f2 AO migration: replace torch internal callsites (#94170) 
Summary:

Do the following renames:
`torch.quantization` -> `torch.ao.quantization`
`torch.nn.quantized` -> `torch.ao.nn.quantized`
`torch.nn.quantizable` -> `torch.ao.nn.quantizable`
`torch.nn.qat` -> `torch.ao.nn.qat`
`torch.nn.intrinsic` -> `torch.ao.nn.intrinsic`

And then, do
`torch.ao.nn.quantized._reference` -> `torch.ao.nn.quantized.reference` to clean up the aftermath of https://github.com/pytorch/pytorch/pull/84974

Then, manually update `test/test_module_init.py` to fix hanging whitespace due to the replace.

Run this script to do the replacements: https://gist.github.com/vkuzo/7f7afebf8c31b9ba48306223e68a1c82

This is for https://github.com/pytorch/pytorch/issues/81667

Test plan: CI
Pull Request resolved: https://github.com/pytorch/pytorch/pull/94170
Approved by: https://github.com/jerryzh168
 2023-02-07 02:32:23 +00:00
joncrall
ad782ff7df Enable xdoctest runner in CI for real this time (#83816) 
Builds on #83317 and enables running the doctests. Just need to figure out what is causing the failures.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/83816
Approved by: https://github.com/ezyang, https://github.com/malfet
 2022-12-29 05:32:42 +00:00
HDCharles
6a866c3ed1 [ao] fixing public v private for torch.ao.nn.X (#87883) 
Summary: this mostly consisted of adding __all__ to files without them.
A few functions in X.utils were made private too

Test Plan: python test/test_public_bindings.py

Reviewers:

Subscribers:

Tasks:

Tags:

Differential Revision: [D40814548](https://our.internmc.facebook.com/intern/diff/D40814548)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/87883
Approved by: https://github.com/jcaip, https://github.com/anjali411
 2022-12-15 03:03:07 +00:00
zaf
d542aab5c1 [quant][ao_migration] nn.intrinsic migration to ao (#84842) 
All quantization-related modules are being migrated to `torch.ao`. This migrates the `nn.intrinsic.modules`. Please, see the [tracker](https://github.com/pytorch/pytorch/issues/81667) for the timeline.

Differential Revision: [D39419733](https://our.internmc.facebook.com/intern/diff/D39419733/)

**NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D39419733/)!
Pull Request resolved: https://github.com/pytorch/pytorch/pull/84842
Approved by: https://github.com/jerryzh168
 2022-09-28 23:54:29 +00:00
zaf
2f04ba2c7c [quant][ao_migration] torch.nn.qat → torch.ao.nn.qat (#78716) 
Context: In order to avoid the cluttering of the `torch.nn` namespace
the quantized modules namespace is moved to `torch.ao.nn`.

The list of the `nn.quantized` files that are being migrated:

- [X] `torch.nn.quantized` → `torch.ao.nn.quantized`
    - [X] `torch.nn.quantized.functional` → `torch.ao.nn.quantized.functional`
    - [X] `torch.nn.quantized.modules` → `torch.ao.nn.quantized.modules`
    - [X] `torch.nn.quantized.dynamic` → `torch.ao.nn.quantized.dynamic`
    - [X] `torch.nn.quantized._reference` → `torch.ao.nn.quantized._reference`
- [X] `torch.nn.quantizable` → `torch.ao.nn.quantizable`
- [X] [Current PR] `torch.nn.qat` → `torch.ao.nn.qat`
    - [X] `torch.nn.qat.modules` → `torch.ao.nn.qat.modules`
    - [X] `torch.nn.qat.dynamic` → `torch.ao.nn.qat.dynamic`
- [ ] `torch.nn.intrinsic` → `torch.ao.nn.intrinsic`
    - [ ] `torch.nn.intrinsic.modules` → `torch.ao.nn.intrinsic.modules`
    - [ ] `torch.nn.intrinsic.qat` → `torch.ao.nn.intrinsic.qat`
    - [ ] `torch.nn.intrinsic.quantized` → `torch.ao.nn.intrinsic.quantized`
        - [ ] `torch.nn.intrinsic.quantized.modules` → `torch.ao.nn.intrinsic.quantized.modules`
        - [ ] `torch.nn.intrinsic.quantized.dynamic` → `torch.ao.nn.intrinsic.quantized.dynamic`

Majority of the files are just moved to the new location.
However, specific files need to be double checked:

- None

Differential Revision: [D36861197](https://our.internmc.facebook.com/intern/diff/D36861197/)

**NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D36861197/)!

Differential Revision: [D36861197](https://our.internmc.facebook.com/intern/diff/D36861197)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/78716
Approved by: https://github.com/jerryzh168
 2022-08-25 16:50:38 +00:00
zaf
d32a762147 [quant][ao_migration] torch.nn.quantized.dynamic → torch.ao.nn.quantized.dynamic (#78714) 
Context: In order to avoid the cluttering of the `torch.nn` namespace
the quantized modules namespace is moved to `torch.ao.nn`.

The list of the `nn.quantized` files that are being migrated:

- [ ] `torch.nn.quantized` → `torch.ao.nn.quantized`
    - [X] `torch.nn.quantized.functional` → `torch.ao.nn.quantized.functional`
    - [X] `torch.nn.quantized.modules` → `torch.ao.nn.quantized.modules`
    - [X] [Current PR] `torch.nn.quantized.dynamic` → `torch.ao.nn.quantized.dynamic`
    - [ ] `torch.nn.quantized._reference` → `torch.ao.nn.quantized._reference`
- [ ] `torch.nn.quantizable` → `torch.ao.nn.quantizable`
- [ ] `torch.nn.qat` → `torch.ao.nn.qat`
    - [ ] `torch.nn.qat.modules` → `torch.ao.nn.qat.modules`
    - [ ] `torch.nn.qat.dynamic` → `torch.ao.nn.qat.dynamic`
- [ ] `torch.nn.intrinsic` → `torch.ao.nn.intrinsic`
    - [ ] `torch.nn.intrinsic.modules` → `torch.ao.nn.intrinsic.modules`
    - [ ] `torch.nn.intrinsic.qat` → `torch.ao.nn.intrinsic.qat`
    - [ ] `torch.nn.intrinsic.quantized` → `torch.ao.nn.intrinsic.quantized`
        - [ ] `torch.nn.intrinsic.quantized.modules` → `torch.ao.nn.intrinsic.quantized.modules`
        - [ ] `torch.nn.intrinsic.quantized.dynamic` → `torch.ao.nn.intrinsic.quantized.dynamic`

Majority of the files are just moved to the new location.
However, specific files need to be double checked:

- [Documentation](docs/source/quantization-support.rst) @vkuzo
- [Public API test list](test/allowlist_for_publicAPI.json) @peterbell10
- [BC test](test/quantization/bc/test_backward_compatibility.py) @vkuzo
- [IR emitter](torch/csrc/jit/frontend/ir_emitter.cpp) @jamesr66a
- [JIT serialization](torch/csrc/jit/serialization/import_source.cpp) @IvanKobzarev @jamesr66a

Differential Revision: [D36860660](https://our.internmc.facebook.com/intern/diff/D36860660/)

**NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D36860660/)!

Differential Revision: [D36860660](https://our.internmc.facebook.com/intern/diff/D36860660)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/78714
Approved by: https://github.com/jerryzh168
 2022-08-25 16:50:34 +00:00
PyTorch MergeBot
b1a7b67529 Revert "[quant][ao_migration] torch.nn.quantized.dynamic → torch.ao.nn.quantized.dynamic (#78714)" 
This reverts commit e6fb97d8ae0d2a45e26c9a597426f1ded13d3aec.

Reverted https://github.com/pytorch/pytorch/pull/78714 on behalf of https://github.com/janeyx99 due to sorry, reverting so https://github.com/pytorch/pytorch/pull/78713 could be cleanly reverted
 2022-08-22 07:30:48 +00:00
PyTorch MergeBot
4cbb1986fe Revert "[quant][ao_migration] torch.nn.qat → torch.ao.nn.qat (#78716)" 
This reverts commit 7cd2fa1d388bf240cd33ff933dc120e74ebc2eb3.

Reverted https://github.com/pytorch/pytorch/pull/78716 on behalf of https://github.com/janeyx99 due to sorry, reverting so https://github.com/pytorch/pytorch/pull/78713 could be cleanly reverted
 2022-08-22 07:23:24 +00:00
zaf
7cd2fa1d38 [quant][ao_migration] torch.nn.qat → torch.ao.nn.qat (#78716) 
Context: In order to avoid the cluttering of the `torch.nn` namespace
the quantized modules namespace is moved to `torch.ao.nn`.

The list of the `nn.quantized` files that are being migrated:

- [X] `torch.nn.quantized` → `torch.ao.nn.quantized`
    - [X] `torch.nn.quantized.functional` → `torch.ao.nn.quantized.functional`
    - [X] `torch.nn.quantized.modules` → `torch.ao.nn.quantized.modules`
    - [X] `torch.nn.quantized.dynamic` → `torch.ao.nn.quantized.dynamic`
    - [X] `torch.nn.quantized._reference` → `torch.ao.nn.quantized._reference`
- [X] `torch.nn.quantizable` → `torch.ao.nn.quantizable`
- [X] [Current PR] `torch.nn.qat` → `torch.ao.nn.qat`
    - [X] `torch.nn.qat.modules` → `torch.ao.nn.qat.modules`
    - [X] `torch.nn.qat.dynamic` → `torch.ao.nn.qat.dynamic`
- [ ] `torch.nn.intrinsic` → `torch.ao.nn.intrinsic`
    - [ ] `torch.nn.intrinsic.modules` → `torch.ao.nn.intrinsic.modules`
    - [ ] `torch.nn.intrinsic.qat` → `torch.ao.nn.intrinsic.qat`
    - [ ] `torch.nn.intrinsic.quantized` → `torch.ao.nn.intrinsic.quantized`
        - [ ] `torch.nn.intrinsic.quantized.modules` → `torch.ao.nn.intrinsic.quantized.modules`
        - [ ] `torch.nn.intrinsic.quantized.dynamic` → `torch.ao.nn.intrinsic.quantized.dynamic`

Majority of the files are just moved to the new location.
However, specific files need to be double checked:

- None

Differential Revision: [D36861197](https://our.internmc.facebook.com/intern/diff/D36861197/)

**NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D36861197/)!
Pull Request resolved: https://github.com/pytorch/pytorch/pull/78716
Approved by: https://github.com/jerryzh168
 2022-08-22 05:33:23 +00:00
zaf
e6fb97d8ae [quant][ao_migration] torch.nn.quantized.dynamic → torch.ao.nn.quantized.dynamic (#78714) 
Context: In order to avoid the cluttering of the `torch.nn` namespace
the quantized modules namespace is moved to `torch.ao.nn`.

The list of the `nn.quantized` files that are being migrated:

- [ ] `torch.nn.quantized` → `torch.ao.nn.quantized`
    - [X] `torch.nn.quantized.functional` → `torch.ao.nn.quantized.functional`
    - [X] `torch.nn.quantized.modules` → `torch.ao.nn.quantized.modules`
    - [X] [Current PR] `torch.nn.quantized.dynamic` → `torch.ao.nn.quantized.dynamic`
    - [ ] `torch.nn.quantized._reference` → `torch.ao.nn.quantized._reference`
- [ ] `torch.nn.quantizable` → `torch.ao.nn.quantizable`
- [ ] `torch.nn.qat` → `torch.ao.nn.qat`
    - [ ] `torch.nn.qat.modules` → `torch.ao.nn.qat.modules`
    - [ ] `torch.nn.qat.dynamic` → `torch.ao.nn.qat.dynamic`
- [ ] `torch.nn.intrinsic` → `torch.ao.nn.intrinsic`
    - [ ] `torch.nn.intrinsic.modules` → `torch.ao.nn.intrinsic.modules`
    - [ ] `torch.nn.intrinsic.qat` → `torch.ao.nn.intrinsic.qat`
    - [ ] `torch.nn.intrinsic.quantized` → `torch.ao.nn.intrinsic.quantized`
        - [ ] `torch.nn.intrinsic.quantized.modules` → `torch.ao.nn.intrinsic.quantized.modules`
        - [ ] `torch.nn.intrinsic.quantized.dynamic` → `torch.ao.nn.intrinsic.quantized.dynamic`

Majority of the files are just moved to the new location.
However, specific files need to be double checked:

- [Documentation](docs/source/quantization-support.rst) @vkuzo
- [Public API test list](test/allowlist_for_publicAPI.json) @peterbell10
- [BC test](test/quantization/bc/test_backward_compatibility.py) @vkuzo
- [IR emitter](torch/csrc/jit/frontend/ir_emitter.cpp) @jamesr66a
- [JIT serialization](torch/csrc/jit/serialization/import_source.cpp) @IvanKobzarev @jamesr66a

Differential Revision: [D36860660](https://our.internmc.facebook.com/intern/diff/D36860660/)

**NOTE FOR REVIEWERS**: This PR has internal Facebook specific changes or comments, please review them on [Phabricator](https://our.internmc.facebook.com/intern/diff/D36860660/)!
Pull Request resolved: https://github.com/pytorch/pytorch/pull/78714
Approved by: https://github.com/jerryzh168
 2022-08-22 05:22:00 +00:00