Jacobgoss30 6a8006472e Fix doc cosineannealinglr 152081 (#152936) ... ## Summary This PR updates the docstring for `CosineAnnealingLR` to accurately reflect its recursive learning rate schedule. The previous docstring displayed only the SGDR closed-form expression, which doesn't match the actual recursive implementation in code. Changes: - Added the recursive update formula used in `get_lr()` - Retained the original closed-form SGDR expression for reference - Clarified that warm restarts are not implemented in this scheduler This addresses confusion raised in issue #152081. ## Related issue [#152081](https://github.com/pytorch/pytorch/issues/152081) ## Testing Doc-only change. Ran pre-commit to verify formatting. Pull Request resolved: https://github.com/pytorch/pytorch/pull/152936 Approved by: https://github.com/janeyx99		2025-05-08 17:25:30 +00:00
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_multi_tensor
__init__.py
_adafactor.py	Fix incorrect citation of authors in documentation (#145209)	2025-05-05 17:45:05 +00:00
_functional.py
adadelta.py	Convert Tensor lr to 0-dim as needed for the optimizer to normally work (#145674)	2025-03-17 23:07:05 +00:00
adagrad.py	Convert Tensor lr to 0-dim as needed for the optimizer to normally work (#145674)	2025-03-17 23:07:05 +00:00
adam.py	[MPS] grad scaler (#150255)	2025-04-06 17:06:55 +00:00
adamax.py	Convert Tensor lr to 0-dim as needed for the optimizer to normally work (#145674)	2025-03-17 23:07:05 +00:00
adamw.py
asgd.py	Add scripts to check xrefs and urls (#151844)	2025-04-28 09:30:07 +00:00
lbfgs.py	Convert Tensor lr to 0-dim as needed for the optimizer to normally work (#145674)	2025-03-17 23:07:05 +00:00
lr_scheduler.py	Fix doc cosineannealinglr 152081 (#152936)	2025-05-08 17:25:30 +00:00
nadam.py	Convert Tensor lr to 0-dim as needed for the optimizer to normally work (#145674)	2025-03-17 23:07:05 +00:00
optimizer.py	Include other accelerators in capturable docstr for optimizers (#149770)	2025-04-24 20:38:42 +00:00
radam.py	Convert Tensor lr to 0-dim as needed for the optimizer to normally work (#145674)	2025-03-17 23:07:05 +00:00
rmsprop.py	Convert Tensor lr to 0-dim as needed for the optimizer to normally work (#145674)	2025-03-17 23:07:05 +00:00
rprop.py	Convert Tensor lr to 0-dim as needed for the optimizer to normally work (#145674)	2025-03-17 23:07:05 +00:00
sgd.py	Document that dampening is skipped in SGD momentum first step (#152833)	2025-05-05 20:07:23 +00:00
sparse_adam.py	Convert Tensor lr to 0-dim as needed for the optimizer to normally work (#145674)	2025-03-17 23:07:05 +00:00
swa_utils.py	Revert "Fix non-bitwise type annotations for Tensor operators (see #145838) (#146845)"	2025-02-18 19:01:27 +00:00