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21 Commits

Author SHA1 Message Date
Michael Lazos
184fb9f11d Small doc update for torch_compile_debug (#95809) 
Updates the troubleshooting documentation with the folder structure of the debug directory
Pull Request resolved: https://github.com/pytorch/pytorch/pull/95809
Approved by: https://github.com/msaroufim
 2023-03-02 00:25:28 +00:00
Mark Saroufim
f7b26bdd22 Remove mention of dynamo.optimize() in docs (#95802) 
This should be self containable to merge but other stuff that's been bugging me is
* Instructions on debugging IMA issues
* Dynamic shape instructions
* Explaining config options better

Will look at adding a config options doc

Pull Request resolved: https://github.com/pytorch/pytorch/pull/95802
Approved by: https://github.com/svekars
 2023-03-01 23:24:09 +00:00
ajithvallabai
e9c70b0b20 Fix typo and grammatical errors in community docs and dynamo docs (#95692) 
Fixes typo and grammatical errors in community docs and dynamo docs

Pull Request resolved: https://github.com/pytorch/pytorch/pull/95692
Approved by: https://github.com/H-Huang
 2023-03-01 18:10:46 +00:00
Yaoyao Ding
57b22bc6d8 [Dynamo] Backend registration with `entry_points` (#93873) 
Fixes #91824

This PR add a new dynamo backend registration mechanism through ``entry_points``. The ``entry_points`` of a package is provides a way for the package to reigster a plugin for another one.

The docs of the new mechanism:
![image](https://user-images.githubusercontent.com/23381083/216133221-18cf18e2-6ad6-4cf7-8da2-9b9b883389c8.png)
(the typo '...named "my_backend" that has been..." has been fixed to '...named "my_compiler" that has been...')

# Discussion

## About the test
I did not add a test for this PR as it is hard either to install a fack package during a test or manually hack the entry points function by replacing it with a fake one. I have tested this PR offline with the hidet compiler and it works fine. Please let me know if you have any good idea to test this PR.

## About the dependency of ``importlib_metadata``
This PR will add a dependency ``importlib_metadata`` for the python < 3.10 because the modern usage of ``importlib`` gets stable at this python version (see the documentation of the importlib package [here](https://docs.python.org/3/library/importlib.html)).  For python < 3.10, the package ``importlib_metadata`` implements the feature of ``importlib``. The current PR will hint the user to install this ``importlib_metata`` if their python version < 3.10.

## About the name and docs
Please let me know how do you think the name ``torch_dynamo_backend`` as the entry point group name and the documentation of this registration mechanism.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/93873
Approved by: https://github.com/malfet, https://github.com/jansel
 2023-02-14 15:44:25 +00:00
Xuehai Pan
8d45f555d7 [BE] [1/3] Rewrite super() calls in caffe2 and benchmarks (#94587) 
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/94587
Approved by: https://github.com/ezyang
 2023-02-11 18:19:48 +00:00
Jason Ansel
e071d72f3c Tag dynamo backends as debug/experimental (#93878) 
Hides debug/experimental backends by default.

Before:
```
torch._dynamo.list_backends()
['aot_eager', 'aot_eager_decomp_partition', 'aot_torchxla_trace_once', 'aot_torchxla_trivial', 'aot_ts', 'aot_ts_nvfuser', 'cudagraphs', 'dynamo_accuracy_minifier_backend', 'dynamo_minifier_backend', 'eager', 'inductor', 'ipex', 'nvprims_aten', 'nvprims_nvfuser', 'onnxrt', 'tensorrt', 'torchxla_trace_once', 'torchxla_trivial', 'ts', 'tvm']
```

After:
```
torch._dynamo.list_backends()
['aot_ts_nvfuser', 'cudagraphs', 'inductor', 'ipex', 'nvprims_nvfuser', 'onnxrt', 'tensorrt', 'tvm']
```

Fixes https://github.com/pytorch/pytorch/issues/93733

Pull Request resolved: https://github.com/pytorch/pytorch/pull/93878
Approved by: https://github.com/voznesenskym
 2023-02-04 00:50:51 +00:00
Jason Ansel
5d709af59a Rename aot_cudagraphs to cudagraphs (#93821) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/93821
Approved by: https://github.com/ezyang
 2023-02-03 21:01:27 +00:00
William Wen
2a6e085704 Update custom backend docs (#92721) 
Title.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/92721
Approved by: https://github.com/jansel
 2023-01-30 23:54:49 +00:00
Edward Z. Yang
c7b03010ec Split the aot/dynamo TORCHDYNAMO_REPRO_AFTER cases (#93226) 
I often copy paste this line and it is annoying to have to modify
the inside to select aot/dynamo

Signed-off-by: Edward Z. Yang <ezyang@meta.com>
Pull Request resolved: https://github.com/pytorch/pytorch/pull/93226
Approved by: https://github.com/desertfire
 2023-01-30 14:23:16 +00:00
Kazuaki Ishizaki
d40a4540d6 Fix typo under docs directory (#92762) 
This PR fixes typo and URL (`http -> https`) in `rst` files under `docs` directory

Pull Request resolved: https://github.com/pytorch/pytorch/pull/92762
Approved by: https://github.com/H-Huang
 2023-01-23 18:07:22 +00:00
Will Constable
a2b8e891f6 Fix/modernize dynamo docs (#92572) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/92572
Approved by: https://github.com/ezyang
 2023-01-19 16:15:31 +00:00
Kazuaki Ishizaki
4f91b8e0ee Fix typo under docs directory (#91871) 
This PR fixes typo in '.rst' files under 'docs' directory

Pull Request resolved: https://github.com/pytorch/pytorch/pull/91871
Approved by: https://github.com/ngimel
 2023-01-10 22:33:36 +00:00
Sean Silva
e9cd7e0869 [dynamo] Fix rst syntax for list (#90390) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/90390
Approved by: https://github.com/soumith
 2023-01-10 19:56:26 +00:00
Ikko Ashimine
a188e6ddc0 Fix typo in troubleshooting.rst (#91301) 
enviornment -> environment

Pull Request resolved: https://github.com/pytorch/pytorch/pull/91301
Approved by: https://github.com/msaroufim
 2022-12-23 21:39:38 +00:00
Takeshi Watanabe
55749b9c41 [dynamo] Write full code of how to enable output_code (#91230) 
Ref https://github.com/pytorch/pytorch/pull/91223
Since it was trickier than I've expected

Fixes #ISSUE_NUMBER

Pull Request resolved: https://github.com/pytorch/pytorch/pull/91230
Approved by: https://github.com/soumith
 2022-12-22 14:09:06 +00:00
Takeshi Watanabe
0476201482 Update debug option for torch._dynamo (#91223) 
Seems outdated from https://www.youtube.com/watch?v=egZB5Uxki0I

Fixes #ISSUE_NUMBER

Pull Request resolved: https://github.com/pytorch/pytorch/pull/91223
Approved by: https://github.com/ngimel
 2022-12-21 05:06:42 +00:00
Bin Bao
548960f68e Replace TORCHINDUCTOR_TRACE with TORCH_COMPILE_DEBUG in documentation (#91011) 
Pull Request resolved: https://github.com/pytorch/pytorch/pull/91011
Approved by: https://github.com/mlazos, https://github.com/jansel, https://github.com/msaroufim
 2022-12-19 14:45:27 +00:00
Svetlana Karslioglu
015b05af18 Editorial pass on Dyamo docs (#89921) 
Fixes #ISSUE_NUMBER

Pull Request resolved: https://github.com/pytorch/pytorch/pull/89921
Approved by: https://github.com/msaroufim
 2022-12-01 18:53:16 +00:00
Mark Saroufim
9048cf16fe Move Dynamo docs back to core (#89769) 
With contributions from @svekars and @malfet

Waiting for doc build job to complete
Pull Request resolved: https://github.com/pytorch/pytorch/pull/89769
Approved by: https://github.com/soumith, https://github.com/malfet
 2022-11-29 04:38:53 +00:00
PyTorch MergeBot
47cca5e444 Revert "Move Dynamo docs back to core (#89769)" 
This reverts commit be2816db18.

Reverted https://github.com/pytorch/pytorch/pull/89769 on behalf of https://github.com/clee2000 due to broke lint
 2022-11-28 21:04:33 +00:00
Mark Saroufim
be2816db18 Move Dynamo docs back to core (#89769) 
With contributions from @svekars and @malfet

Waiting for doc build job to complete
Pull Request resolved: https://github.com/pytorch/pytorch/pull/89769
Approved by: https://github.com/soumith
 2022-11-28 20:32:05 +00:00