Commit Graph

6 Commits

Author SHA1 Message Date
Edward Z. Yang
e836ee1955 Enhancements to recompiles logs (#130043)
----

- We now record on CacheEntry what the compile id that populated it was, so now we can say why a specific frame was rejected
- Add structured log for recompiles under name artifact "recompile_reasons". As it stands, it's not terribly structured, but this was the easiest thing I could do to start
- Slightly reformat multi-reason printing; since we only report one guard failure seems better to have it as a single line

Example output:

```
V0703 10:34:13.273000 140345997743104 torch/_dynamo/guards.py:2590] [0/1] [__recompiles] Recompiling function f in /data/users/ezyang/a/pytorch/b.py:3
V0703 10:34:13.273000 140345997743104 torch/_dynamo/guards.py:2590] [0/1] [__recompiles]     triggered by the following guard failure(s):
V0703 10:34:13.273000 140345997743104 torch/_dynamo/guards.py:2590] [0/1] [__recompiles]     - 0/0: tensor 'L['x']' size mismatch at index 0. expected 4, actual 5
```

Signed-off-by: Edward Z. Yang <ezyang@meta.com>

Pull Request resolved: https://github.com/pytorch/pytorch/pull/130043
Approved by: https://github.com/anijain2305
2024-07-09 03:40:56 +00:00
Wang, Eikan
b4a008209a Expose tensor check from guard for reusing (#124836)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/124836
Approved by: https://github.com/jgong5, https://github.com/jansel, https://github.com/desertfire
2024-04-27 18:35:35 +00:00
Animesh Jain
c568b84794 [dynamo][guards] Move backend match to eval_frame (#121954)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/121954
Approved by: https://github.com/jansel
2024-03-17 06:52:10 +00:00
Animesh Jain
22489bfe70 [dynamo][guards-cpp-refactor] Directly call root guard manager in eval_frame (#121622)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/121622
Approved by: https://github.com/jansel
ghstack dependencies: #121614
2024-03-12 17:09:11 +00:00
William Wen
ee1c2449f7 [dynamo] delete dynamo cache entry when guard function is invalidated [attempt 2] (#119107)
Attempt #2 for https://github.com/pytorch/pytorch/pull/117875 to fix https://github.com/pytorch/pytorch/issues/112090.

Summary of changes:
- ~Changed CacheEntry linked list into a doubly-linked list structure to support deletion.~ (done by C++ refactor)
- Added CacheEntry and ExtraState borrowed references to GuardFn so that GuardFn can tell ExtraState to delete CacheEntry when the GuardFn is invalidated.
- ~Added ExtraState raw reference to CacheEntry so that we can get ExtraState to correctly point to the first CacheEntry if it gets deleted.~ (done by C++ refactor)
- CacheEntry destructor needs to reset GuardFn refs to ExtraState/CacheEntry in order to prevent use-after-free.
- code_context values that are nn.GraphModules need to be weakrefs in order to prevent circular references.
- Added tests that check for memory leaks and cache deletion operations.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/119107
Approved by: https://github.com/jansel
2024-02-07 03:32:42 +00:00
William Wen
ae4e866bba [dynamo] refactor CacheEntry and ExtraState to eval_frame.c to C++ (#118438)
Part of implementing CacheEntry invalidation to fix https://github.com/pytorch/pytorch/issues/112090.

Changes:
- Move CacheEntry and ExtraState to C++
- Use pybind to control reference counting
- Use std::list instead of manually implementing a linked list

Pull Request resolved: https://github.com/pytorch/pytorch/pull/118438
Approved by: https://github.com/jansel
2024-02-06 20:48:11 +00:00