OSSForks/pytorch
1
0
Fork 0
mirror of https://github.com/zebrajr/pytorch.git synced 2025-12-06 12:20:52 +01:00
Code Issues Actions 38 Packages Projects Releases Wiki Activity
90,427 Commits 8,304 Branches 150 Tags 1.5 GiB
51a708ffc6
Commit Graph

12 Commits

Author SHA1 Message Date
Xuehai Pan
f85d1e845a [BE] enable UFMT for torch/nn/*.py (#128593) 
Part of #123062

- #123062
Pull Request resolved: https://github.com/pytorch/pytorch/pull/128593
Approved by: https://github.com/mikaylagawarecki
 2024-06-23 16:05:13 +00:00
PyTorch MergeBot
aace8ffc00 Revert "[BE] enable UFMT for torch/nn/*.py (#128593)" 
This reverts commit a87d82abd7.

Reverted https://github.com/pytorch/pytorch/pull/128593 on behalf of https://github.com/fbgheith due to breaking internal builds ([comment](https://github.com/pytorch/pytorch/pull/128593#issuecomment-2181562604))
 2024-06-20 21:09:44 +00:00
Xuehai Pan
a87d82abd7 [BE] enable UFMT for torch/nn/*.py (#128593) 
Part of #123062

- #123062
Pull Request resolved: https://github.com/pytorch/pytorch/pull/128593
Approved by: https://github.com/mikaylagawarecki
ghstack dependencies: #128596, #128594, #128592
 2024-06-17 16:29:29 +00:00
Aaron Orenstein
27f9d3b0a1 Flip default value for mypy disallow_untyped_defs [8/11] (#127845) 
See #127836 for details.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/127845
Approved by: https://github.com/oulgen
ghstack dependencies: #127842, #127843, #127844
 2024-06-08 18:49:56 +00:00
IvanLauLinTiong
91c90f232a Fix docstring errors in reductions.py, spawn.py, pool.py, parameter.py, cpp.py, grad.py, __init__.py, profiler.py, queue.py, graph.py (#113052) 
Fixes #112595
- `torch/autograd/profiler.py` </br>
**Before: 37**

```
torch/autograd/profiler.py:1 at module level:
        D100: Missing docstring in public module
torch/autograd/profiler.py:91 in public class `profile`:
        D205: 1 blank line required between summary line and description (found 0)
torch/autograd/profiler.py:175 in public method `__init__`:
        D107: Missing docstring in __init__
torch/autograd/profiler.py:261 in public method `config`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:272 in public method `__enter__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:290 in public method `__exit__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:308 in public method `__repr__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:313 in public method `__str__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:322 in public method `table`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:346 in public method `export_chrome_trace`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:355 in public method `export_stacks`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:361 in public method `key_averages`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:368 in public method `total_average`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:377 in public method `self_cpu_time_total`:
        D205: 1 blank line required between summary line and description (found 0)
torch/autograd/profiler.py:377 in public method `self_cpu_time_total`:
        D400: First line should end with a period (not 'f')
torch/autograd/profiler.py:555 in public class `record_function`:
        D205: 1 blank line required between summary line and description (found 0)
torch/autograd/profiler.py:555 in public class `record_function`:
        D400: First line should end with a period (not 'f')
torch/autograd/profiler.py:591 in public method `__init__`:
        D107: Missing docstring in __init__
torch/autograd/profiler.py:602 in public method `__enter__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:608 in public method `__exit__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:625 in private method `_call_end_callbacks_on_future`:
        D205: 1 blank line required between summary line and description (found 0)
torch/autograd/profiler.py:625 in private method `_call_end_callbacks_on_future`:
        D400: First line should end with a period (not 'c')
torch/autograd/profiler.py:707 in public method `__init__`:
        D107: Missing docstring in __init__
torch/autograd/profiler.py:712 in public method `__enter__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:733 in public method `__exit__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:826 in public method `__init__`:
        D107: Missing docstring in __init__
torch/autograd/profiler.py:831 in public method `__enter__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:853 in public method `__exit__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:863 in public function `load_nvprof`:
        D401: First line should be in imperative mood (perhaps 'Open', not 'Opens')
torch/autograd/profiler.py:874 in public method `__init__`:
        D107: Missing docstring in __init__
torch/autograd/profiler.py:877 in public method `see`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:883 in public function `parse_nvprof_trace`:
        D103: Missing docstring in public function
torch/autograd/profiler.py:951 in public class `KinetoStepTracker`:
        D205: 1 blank line required between summary line and description (found 0)
torch/autograd/profiler.py:991 in public method `init_step_count`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:995 in public method `erase_step_count`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:1000 in public method `increment_step`:
        D205: 1 blank line required between summary line and description (found 0)
torch/autograd/profiler.py:1023 in public method `current_step`:
        D102: Missing docstring in public method
37
```

**After: 27**

```
torch/autograd/profiler.py:1 at module level:
        D100: Missing docstring in public module
torch/autograd/profiler.py:176 in public method `__init__`:
        D107: Missing docstring in __init__
torch/autograd/profiler.py:262 in public method `config`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:273 in public method `__enter__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:291 in public method `__exit__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:309 in public method `__repr__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:314 in public method `__str__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:323 in public method `table`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:347 in public method `export_chrome_trace`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:356 in public method `export_stacks`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:362 in public method `key_averages`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:369 in public method `total_average`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:593 in public method `__init__`:
        D107: Missing docstring in __init__
torch/autograd/profiler.py:604 in public method `__enter__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:610 in public method `__exit__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:708 in public method `__init__`:
        D107: Missing docstring in __init__
torch/autograd/profiler.py:713 in public method `__enter__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:734 in public method `__exit__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:827 in public method `__init__`:
        D107: Missing docstring in __init__
torch/autograd/profiler.py:832 in public method `__enter__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:854 in public method `__exit__`:
        D105: Missing docstring in magic method
torch/autograd/profiler.py:875 in public method `__init__`:
        D107: Missing docstring in __init__
torch/autograd/profiler.py:878 in public method `see`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:884 in public function `parse_nvprof_trace`:
        D103: Missing docstring in public function
torch/autograd/profiler.py:993 in public method `init_step_count`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:997 in public method `erase_step_count`:
        D102: Missing docstring in public method
torch/autograd/profiler.py:1025 in public method `current_step`:
        D102: Missing docstring in public method
27
```

- `torch/autograd/graph.py` </br>
**Before: 22**

```
torch/autograd/graph.py:1 at module level:
        D100: Missing docstring in public module
torch/autograd/graph.py:24 in public class `Node`:
        D101: Missing docstring in public class
torch/autograd/graph.py:27 in public method `name`:
        D401: First line should be in imperative mood (perhaps 'Return', not 'Returns')
torch/autograd/graph.py:42 in public method `next_functions`:
        D102: Missing docstring in public method
torch/autograd/graph.py:47 in public method `metadata`:
        D401: First line should be in imperative mood (perhaps 'Return', not 'Returns')
torch/autograd/graph.py:56 in public method `register_hook`:
        D401: First line should be in imperative mood (perhaps 'Register', not 'Registers')
torch/autograd/graph.py:94 in public method `register_prehook`:
        D401: First line should be in imperative mood (perhaps 'Register', not 'Registers')
torch/autograd/graph.py:129 in public method `__subclasshook__`:
        D105: Missing docstring in magic method
torch/autograd/graph.py:147 in public function `get_gradient_edge`:
        D205: 1 blank line required between summary line and description (found 0)
torch/autograd/graph.py:147 in public function `get_gradient_edge`:
        D400: First line should end with a period (not 'f')
torch/autograd/graph.py:147 in public function `get_gradient_edge`:
        D401: First line should be in imperative mood; try rephrasing (found 'This')
torch/autograd/graph.py:166 in public function `increment_version`:
        D205: 1 blank line required between summary line and description (found 0)
torch/autograd/graph.py:166 in public function `increment_version`:
        D400: First line should end with a period (not 'd')
torch/autograd/graph.py:166 in public function `increment_version`:
        D401: First line should be in imperative mood; try rephrasing (found 'This')
torch/autograd/graph.py:243 in public method `__init__`:
        D107: Missing docstring in __init__
torch/autograd/graph.py:251 in public method `__enter__`:
        D105: Missing docstring in magic method
torch/autograd/graph.py:256 in public method `__exit__`:
        D105: Missing docstring in magic method
torch/autograd/graph.py:261 in public class `save_on_cpu`:
        D205: 1 blank line required between summary line and description (found 0)
torch/autograd/graph.py:261 in public class `save_on_cpu`:
        D400: First line should end with a period (not 'e')
torch/autograd/graph.py:303 in public method `__init__`:
        D107: Missing docstring in __init__
torch/autograd/graph.py:365 in public function `register_multi_grad_hook`:
        D401: First line should be in imperative mood (perhaps 'Register', not 'Registers')
torch/autograd/graph.py:588 in public function `allow_mutation_on_saved_tensors`:
        D400: First line should end with a period (not 'd')
22
```

**After: 8**

```
torch/autograd/graph.py:1 at module level:
        D100: Missing docstring in public module
torch/autograd/graph.py:24 in public class `Node`:
        D101: Missing docstring in public class
torch/autograd/graph.py:42 in public method `next_functions`:
        D102: Missing docstring in public method
torch/autograd/graph.py:129 in public method `__subclasshook__`:
        D105: Missing docstring in magic method
torch/autograd/graph.py:244 in public method `__init__`:
        D107: Missing docstring in __init__
torch/autograd/graph.py:252 in public method `__enter__`:
        D105: Missing docstring in magic method
torch/autograd/graph.py:257 in public method `__exit__`:
        D105: Missing docstring in magic method
torch/autograd/graph.py:303 in public method `__init__`:
        D107: Missing docstring in __init__
8
```

- `torch/multiprocessing/pool.py` </br>
**Before: 6**

```
torch/multiprocessing/pool.py:1 at module level:
        D100: Missing docstring in public module
torch/multiprocessing/pool.py:7 in public function `clean_worker`:
        D103: Missing docstring in public function
torch/multiprocessing/pool.py:18 in public class `Pool`:
        D205: 1 blank line required between summary line and description (found 0)
torch/multiprocessing/pool.py:18 in public class `Pool`:
        D209: Multi-line docstring closing quotes should be on a separate line
torch/multiprocessing/pool.py:29 in private method `_repopulate_pool`:
        D205: 1 blank line required between summary line and description (found 0)
torch/multiprocessing/pool.py:29 in private method `_repopulate_pool`:
        D400: First line should end with a period (not ',')
6
```

**After: 2**

```
torch/multiprocessing/pool.py:1 at module level:
        D100: Missing docstring in public module
torch/multiprocessing/pool.py:7 in public function `clean_worker`:
        D103: Missing docstring in public function
2
```

- `torch/multiprocessing/queue.py` </br>
**Before: 11**

```
torch/multiprocessing/queue.py:1 at module level:
        D100: Missing docstring in public module
torch/multiprocessing/queue.py:8 in public class `ConnectionWrapper`:
        D205: 1 blank line required between summary line and description (found 0)
torch/multiprocessing/queue.py:8 in public class `ConnectionWrapper`:
        D209: Multi-line docstring closing quotes should be on a separate line
torch/multiprocessing/queue.py:8 in public class `ConnectionWrapper`:
        D400: First line should end with a period (not 'o')
torch/multiprocessing/queue.py:11 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/queue.py:14 in public method `send`:
        D102: Missing docstring in public method
torch/multiprocessing/queue.py:19 in public method `recv`:
        D102: Missing docstring in public method
torch/multiprocessing/queue.py:23 in public method `__getattr__`:
        D105: Missing docstring in magic method
torch/multiprocessing/queue.py:29 in public class `Queue`:
        D101: Missing docstring in public class
torch/multiprocessing/queue.py:30 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/queue.py:38 in public class `SimpleQueue`:
        D101: Missing docstring in public class
11
```

**After: 8**

```
torch/multiprocessing/queue.py:1 at module level:
        D100: Missing docstring in public module
torch/multiprocessing/queue.py:10 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/queue.py:13 in public method `send`:
        D102: Missing docstring in public method
torch/multiprocessing/queue.py:18 in public method `recv`:
        D102: Missing docstring in public method
torch/multiprocessing/queue.py:22 in public method `__getattr__`:
        D105: Missing docstring in magic method
torch/multiprocessing/queue.py:28 in public class `Queue`:
        D101: Missing docstring in public class
torch/multiprocessing/queue.py:29 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/queue.py:37 in public class `SimpleQueue`:
        D101: Missing docstring in public class
8
```

- `torch/multiprocessing/reductions.py` </br>
**Before: 31**

```
torch/multiprocessing/reductions.py:1 at module level:
        D100: Missing docstring in public module
torch/multiprocessing/reductions.py:24 in public class `StorageWeakRef`:
        D209: Multi-line docstring closing quotes should be on a separate line
torch/multiprocessing/reductions.py:31 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/reductions.py:38 in public method `from_weakref`:
        D102: Missing docstring in public method
torch/multiprocessing/reductions.py:44 in public method `expired`:
        D102: Missing docstring in public method
torch/multiprocessing/reductions.py:47 in public method `__del__`:
        D105: Missing docstring in magic method
torch/multiprocessing/reductions.py:50 in public method `__hash__`:
        D105: Missing docstring in magic method
torch/multiprocessing/reductions.py:53 in public method `__eq__`:
        D105: Missing docstring in magic method
torch/multiprocessing/reductions.py:60 in public class `SharedCache`:
        D400: First line should end with a period (not 'f')
torch/multiprocessing/reductions.py:62 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/reductions.py:75 in public method `get`:
        D102: Missing docstring in public method
torch/multiprocessing/reductions.py:79 in public method `__setitem__`:
        D105: Missing docstring in magic method
torch/multiprocessing/reductions.py:85 in public method `free_dead_references`:
        D102: Missing docstring in public method
torch/multiprocessing/reductions.py:99 in public function `rebuild_event`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:103 in public function `reduce_event`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:108 in public function `rebuild_tensor`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:121 in public function `rebuild_cuda_tensor`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:189 in public function `reduce_tensor`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:347 in public function `rebuild_nested_tensor`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:364 in public function `reduce_nested_tensor`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:389 in public function `fd_id`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:397 in public function `storage_from_cache`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:404 in public function `rebuild_storage_fd`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:417 in public function `rebuild_storage_filename`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:437 in public function `rebuild_storage_empty`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:441 in public function `rebuild_typed_storage`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:446 in public function `reduce_typed_storage`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:450 in public function `rebuild_typed_storage_child`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:455 in public function `reduce_typed_storage_child`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:459 in public function `reduce_storage`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:488 in public function `init_reductions`:
        D103: Missing docstring in public function
31
```

**After: 29**

```
torch/multiprocessing/reductions.py:1 at module level:
        D100: Missing docstring in public module
torch/multiprocessing/reductions.py:32 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/reductions.py:39 in public method `from_weakref`:
        D102: Missing docstring in public method
torch/multiprocessing/reductions.py:45 in public method `expired`:
        D102: Missing docstring in public method
torch/multiprocessing/reductions.py:48 in public method `__del__`:
        D105: Missing docstring in magic method
torch/multiprocessing/reductions.py:51 in public method `__hash__`:
        D105: Missing docstring in magic method
torch/multiprocessing/reductions.py:54 in public method `__eq__`:
        D105: Missing docstring in magic method
torch/multiprocessing/reductions.py:63 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/reductions.py:76 in public method `get`:
        D102: Missing docstring in public method
torch/multiprocessing/reductions.py:80 in public method `__setitem__`:
        D105: Missing docstring in magic method
torch/multiprocessing/reductions.py:86 in public method `free_dead_references`:
        D102: Missing docstring in public method
torch/multiprocessing/reductions.py:100 in public function `rebuild_event`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:104 in public function `reduce_event`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:109 in public function `rebuild_tensor`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:122 in public function `rebuild_cuda_tensor`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:190 in public function `reduce_tensor`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:348 in public function `rebuild_nested_tensor`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:365 in public function `reduce_nested_tensor`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:390 in public function `fd_id`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:398 in public function `storage_from_cache`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:405 in public function `rebuild_storage_fd`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:418 in public function `rebuild_storage_filename`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:438 in public function `rebuild_storage_empty`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:442 in public function `rebuild_typed_storage`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:447 in public function `reduce_typed_storage`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:451 in public function `rebuild_typed_storage_child`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:456 in public function `reduce_typed_storage_child`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:460 in public function `reduce_storage`:
        D103: Missing docstring in public function
torch/multiprocessing/reductions.py:489 in public function `init_reductions`:
        D103: Missing docstring in public function
29
```

- `torch/multiprocessing/spawn.py` </br>
**Before: 19**

```
torch/multiprocessing/spawn.py:1 at module level:
        D100: Missing docstring in public module
torch/multiprocessing/spawn.py:11 in public class `ProcessException`:
        D101: Missing docstring in public class
torch/multiprocessing/spawn.py:14 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/spawn.py:20 in public method `__reduce__`:
        D105: Missing docstring in magic method
torch/multiprocessing/spawn.py:25 in public class `ProcessRaisedException`:
        D205: 1 blank line required between summary line and description (found 0)
torch/multiprocessing/spawn.py:25 in public class `ProcessRaisedException`:
        D400: First line should end with a period (not 'n')
torch/multiprocessing/spawn.py:30 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/spawn.py:40 in public class `ProcessExitedException`:
        D205: 1 blank line required between summary line and description (found 0)
torch/multiprocessing/spawn.py:40 in public class `ProcessExitedException`:
        D400: First line should end with a period (not 'l')
torch/multiprocessing/spawn.py:47 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/spawn.py:59 in public method `__reduce__`:
        D105: Missing docstring in magic method
torch/multiprocessing/spawn.py:85 in public class `ProcessContext`:
        D101: Missing docstring in public class
torch/multiprocessing/spawn.py:86 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/spawn.py:93 in public method `pids`:
        D102: Missing docstring in public method
torch/multiprocessing/spawn.py:97 in public method `join`:
        D205: 1 blank line required between summary line and description (found 0)
torch/multiprocessing/spawn.py:97 in public method `join`:
        D401: First line should be in imperative mood (perhaps 'Try', not 'Tries')
torch/multiprocessing/spawn.py:166 in public class `SpawnContext`:
        D101: Missing docstring in public class
torch/multiprocessing/spawn.py:167 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/spawn.py:180 in public function `start_processes`:
        D103: Missing docstring in public function
19
```

**After: 13**

```
torch/multiprocessing/spawn.py:1 at module level:
        D100: Missing docstring in public module
torch/multiprocessing/spawn.py:11 in public class `ProcessException`:
        D101: Missing docstring in public class
torch/multiprocessing/spawn.py:14 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/spawn.py:20 in public method `__reduce__`:
        D105: Missing docstring in magic method
torch/multiprocessing/spawn.py:27 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/spawn.py:41 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/spawn.py:53 in public method `__reduce__`:
        D105: Missing docstring in magic method
torch/multiprocessing/spawn.py:79 in public class `ProcessContext`:
        D101: Missing docstring in public class
torch/multiprocessing/spawn.py:80 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/spawn.py:87 in public method `pids`:
        D102: Missing docstring in public method
torch/multiprocessing/spawn.py:161 in public class `SpawnContext`:
        D101: Missing docstring in public class
torch/multiprocessing/spawn.py:162 in public method `__init__`:
        D107: Missing docstring in __init__
torch/multiprocessing/spawn.py:175 in public function `start_processes`:
        D103: Missing docstring in public function
13
```

- `torch/multiprocessing/__init__.py` </br>
**Before: 0**

```
torch/multiprocessing/__init__.py:1 at module level:
        D205: 1 blank line required between summary line and description (found 0)
torch/multiprocessing/__init__.py:1 at module level:
        D400: First line should end with a period (not '`')
torch/multiprocessing/__init__.py:57 in public function `set_sharing_strategy`:
        D401: First line should be in imperative mood (perhaps 'Set', not 'Sets')
torch/multiprocessing/__init__.py:69 in public function `get_sharing_strategy`:
        D401: First line should be in imperative mood (perhaps 'Return', not 'Returns')
torch/multiprocessing/__init__.py:74 in public function `get_all_sharing_strategies`:
        D401: First line should be in imperative mood (perhaps 'Return', not 'Returns')
5
```

**After: 0**

- `torch/nn/__init__.py` </br>
**Before: 3**

```
torch/nn/__init__.py:1 at module level:
        D104: Missing docstring in public package
torch/nn/__init__.py:14 in public function `factory_kwargs`:
        D205: 1 blank line required between summary line and description (found 0)
torch/nn/__init__.py:14 in public function `factory_kwargs`:
        D400: First line should end with a period (not 'd')
3
```

**After: 1**

```
torch/nn/__init__.py:1 at module level:
        D104: Missing docstring in public package
1
```

- `torch/nn/cpp.py` </br>
**Before: 16**

```
torch/nn/cpp.py:7 in public class `OrderedDictWrapper`:
        D205: 1 blank line required between summary line and description (found 0)
torch/nn/cpp.py:7 in public class `OrderedDictWrapper`:
        D400: First line should end with a period (not 'e')
torch/nn/cpp.py:16 in public method `__init__`:
        D107: Missing docstring in __init__
torch/nn/cpp.py:21 in public method `cpp_dict`:
        D102: Missing docstring in public method
torch/nn/cpp.py:27 in public method `items`:
        D102: Missing docstring in public method
torch/nn/cpp.py:30 in public method `keys`:
        D102: Missing docstring in public method
torch/nn/cpp.py:33 in public method `values`:
        D102: Missing docstring in public method
torch/nn/cpp.py:36 in public method `__iter__`:
        D105: Missing docstring in magic method
torch/nn/cpp.py:39 in public method `__len__`:
        D105: Missing docstring in magic method
torch/nn/cpp.py:42 in public method `__contains__`:
        D105: Missing docstring in magic method
torch/nn/cpp.py:45 in public method `__getitem__`:
        D105: Missing docstring in magic method
torch/nn/cpp.py:50 in public class `ModuleWrapper`:
        D205: 1 blank line required between summary line and description (found 0)
torch/nn/cpp.py:50 in public class `ModuleWrapper`:
        D400: First line should end with a period (not 'd')
torch/nn/cpp.py:55 in public method `__init__`:
        D107: Missing docstring in __init__
torch/nn/cpp.py:83 in public method `training`:
        D102: Missing docstring in public method
torch/nn/cpp.py:90 in public method `__repr__`:
        D105: Missing docstring in magic method
16
```

**After: 12**

```
torch/nn/cpp.py:16 in public method `__init__`:
        D107: Missing docstring in __init__
torch/nn/cpp.py:21 in public method `cpp_dict`:
        D102: Missing docstring in public method
torch/nn/cpp.py:27 in public method `items`:
        D102: Missing docstring in public method
torch/nn/cpp.py:30 in public method `keys`:
        D102: Missing docstring in public method
torch/nn/cpp.py:33 in public method `values`:
        D102: Missing docstring in public method
torch/nn/cpp.py:36 in public method `__iter__`:
        D105: Missing docstring in magic method
torch/nn/cpp.py:39 in public method `__len__`:
        D105: Missing docstring in magic method
torch/nn/cpp.py:42 in public method `__contains__`:
        D105: Missing docstring in magic method
torch/nn/cpp.py:45 in public method `__getitem__`:
        D105: Missing docstring in magic method
torch/nn/cpp.py:52 in public method `__init__`:
        D107: Missing docstring in __init__
torch/nn/cpp.py:80 in public method `training`:
        D102: Missing docstring in public method
torch/nn/cpp.py:87 in public method `__repr__`:
        D105: Missing docstring in magic method
12
```

- `torch/nn/grad.py` </br>
**Before: 10**

```
torch/nn/grad.py:1 at module level:
        D400: First line should end with a period (not 'e')
torch/nn/grad.py:8 in public function `conv1d_input`:
        D205: 1 blank line required between summary line and description (found 0)
torch/nn/grad.py:8 in public function `conv1d_input`:
        D401: First line should be in imperative mood (perhaps 'Compute', not 'Computes')
torch/nn/grad.py:40 in public function `conv1d_weight`:
        D401: First line should be in imperative mood (perhaps 'Compute', not 'Computes')
torch/nn/grad.py:71 in public function `conv2d_input`:
        D205: 1 blank line required between summary line and description (found 0)
torch/nn/grad.py:71 in public function `conv2d_input`:
        D401: First line should be in imperative mood (perhaps 'Compute', not 'Computes')
torch/nn/grad.py:103 in public function `conv2d_weight`:
        D401: First line should be in imperative mood (perhaps 'Compute', not 'Computes')
torch/nn/grad.py:134 in public function `conv3d_input`:
        D205: 1 blank line required between summary line and description (found 0)
torch/nn/grad.py:134 in public function `conv3d_input`:
        D401: First line should be in imperative mood (perhaps 'Compute', not 'Computes')
torch/nn/grad.py:166 in public function `conv3d_weight`:
        D401: First line should be in imperative mood (perhaps 'Compute', not 'Computes')
10
```

**After: 0**

- `torch/nn/parameter.py` </br>
**Before: 17**

```
torch/nn/parameter.py:1 at module level:
        D100: Missing docstring in public module
torch/nn/parameter.py:14 in public class `Parameter`:
        D204: 1 blank line required after class docstring (found 0)
torch/nn/parameter.py:33 in public method `__new__`:
        D102: Missing docstring in public method
torch/nn/parameter.py:54 in public method `__deepcopy__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:62 in public method `__repr__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:65 in public method `__reduce_ex__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:84 in public class `UninitializedTensorMixin`:
        D101: Missing docstring in public class
torch/nn/parameter.py:105 in public method `materialize`:
        D205: 1 blank line required between summary line and description (found 0)
torch/nn/parameter.py:125 in public method `shape`:
        D102: Missing docstring in public method
torch/nn/parameter.py:132 in public method `share_memory_`:
        D102: Missing docstring in public method
torch/nn/parameter.py:138 in public method `__repr__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:141 in public method `__reduce_ex__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:149 in public method `__torch_function__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:164 in public function `is_lazy`:
        D103: Missing docstring in public function
torch/nn/parameter.py:186 in public method `__new__`:
        D102: Missing docstring in public method
torch/nn/parameter.py:191 in public method `__deepcopy__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:217 in public method `__new__`:
        D102: Missing docstring in public method
17
```

**After: 15**

```
torch/nn/parameter.py:1 at module level:
        D100: Missing docstring in public module
torch/nn/parameter.py:34 in public method `__new__`:
        D102: Missing docstring in public method
torch/nn/parameter.py:55 in public method `__deepcopy__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:63 in public method `__repr__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:66 in public method `__reduce_ex__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:85 in public class `UninitializedTensorMixin`:
        D101: Missing docstring in public class
torch/nn/parameter.py:127 in public method `shape`:
        D102: Missing docstring in public method
torch/nn/parameter.py:134 in public method `share_memory_`:
        D102: Missing docstring in public method
torch/nn/parameter.py:140 in public method `__repr__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:143 in public method `__reduce_ex__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:151 in public method `__torch_function__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:166 in public function `is_lazy`:
        D103: Missing docstring in public function
torch/nn/parameter.py:188 in public method `__new__`:
        D102: Missing docstring in public method
torch/nn/parameter.py:193 in public method `__deepcopy__`:
        D105: Missing docstring in magic method
torch/nn/parameter.py:219 in public method `__new__`:
        D102: Missing docstring in public method
15
```

Pull Request resolved: https://github.com/pytorch/pytorch/pull/113052
Approved by: https://github.com/mikaylagawarecki, https://github.com/soulitzer
 2023-11-10 21:19:17 +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
joncrall
4618371da5 Integrate xdoctest - Rebased (#82797) 
This is a new version of #15648 based on the latest master branch.

Unlike the previous PR where I fixed a lot of the doctests in addition to integrating xdoctest, I'm going to reduce the scope here. I'm simply going to integrate xdoctest, and then I'm going to mark all of the failing tests as "SKIP". This will let xdoctest run on the dashboards, provide some value, and still let the dashboards pass. I'll leave fixing the doctests themselves to another PR.

In my initial commit, I do the bare minimum to get something running with failing dashboards. The few tests that I marked as skip are causing segfaults. Running xdoctest results in 293 failed, 201 passed tests. The next commits will be to disable those tests. (unfortunately I don't have a tool that will insert the `#xdoctest: +SKIP` directive over every failing test, so I'm going to do this mostly manually.)

Fixes https://github.com/pytorch/pytorch/issues/71105

@ezyang
Pull Request resolved: https://github.com/pytorch/pytorch/pull/82797
Approved by: https://github.com/ezyang
 2022-08-12 02:08:01 +00:00
Saketh Are
445ee5620e Simplify torch.nn.grad by calling into aten::convolution_backward (#81839) 
`torch.nn.grad` has its own implementations of gradients for conv1d, conv2d, and conv3d. This PR simplifies them by calling into the unified `aten::convolution_backward` backend instead.

The existing implementation of conv2d_weight is incorrect for some inputs (see issue #51430). This PR fixes the issue.

This PR expands coverage in test_nn to include conv1d_weight, conv2d_weight, and conv3d_weight, which were previously untested. It also expands the cases for conv2d to cover issue #51430.

Fixes #51430

Pull Request resolved: https://github.com/pytorch/pytorch/pull/81839
Approved by: https://github.com/albanD
 2022-07-21 19:34:27 +00:00
albanD
9497b21e63 Grad input padding support for dilation argument (#33872) 
Summary:
Fix https://github.com/pytorch/pytorch/issues/16012

It replaces https://github.com/pytorch/pytorch/pull/20684 that has gone stale and simply adds tests on top of it.
These calls used to crash, they now work and return the same value as the backward using the autograd engine.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/33872

Differential Revision: D20148360

Pulled By: albanD

fbshipit-source-id: 1113f1a25be238570fa8900fc1be658b61a47802
 2020-04-09 11:09:55 -07:00
daquexian
f8086845aa Fix bug in grad.py when conv bias != None (#12281) 
Summary:
Obviously, the grads of conv weight and conv input are not relevant to the bias, but the original `convXd_input` and `convXd_weight` methods receive a `bias` parameter. What's more, while the doc says `bias` should have the shape `(out_channels,)`, one will get a `RuntimeError` if the bias != None and in_channels != out_channels, for the weight of transposed conv has the shape `(in_channels, out_channels, kH, kW)` while the weight of vanilla conv has the shape `(out_channels, in_channels, kH, kW)`
```
RuntimeError: Given transposed=1, weight of size [channel1, channel2, kH, kW], expected bias to be 1-dimensional with channel2 elements, but got bias of size [channel1] instead
```
Pull Request resolved: https://github.com/pytorch/pytorch/pull/12281

Differential Revision: D10217370

Pulled By: ezyang

fbshipit-source-id: bc00b439e5ae539276a5e678bdb92af700197bb2
 2018-10-05 12:55:14 -07:00
Tongzhou Wang
1c01eabd3c
Codemod to update our codebase to 0.4 standard (#6641) 
* Codemod to update our codebase to 0.4 standard

* Update some of the test scri[ts

* remove Variable in test_clip_grad_value

* fix _symbolic_override_wrapper_maker
 2018-04-17 22:06:54 -04:00
Vedanuj Goswami
f3e16cc737 Expose gradients w.r.t. input & weight for conv1d, conv2d, conv3d in Python (#5408) 
This PR addresses issue #5024

* Expose Conv2dBackward in python

* Separate interface for exposing gardients of operators

* Revert old changes

* Add tests

* Add conv1d gradients. Refactor tests for grad convolutions

* Refactor names and change examples

* Remove Varibale from tests for conv backward
 2018-03-23 17:49:32 -04:00