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Support checkpoint save and load with Stochastic Weight Averaging #9938
Commits on Oct 18, 2021
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Commits on Oct 19, 2021
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Commits on Oct 20, 2021
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Don't save state derived from constructor parameters into checkpoints
Users may want to restart with different parameters, and this is more consistent with how other callbacks behave.
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Commits on Nov 15, 2021
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* Remove unnecessary detaches * Logic tidy ups * More type annotations
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Commits on Nov 16, 2021
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Commits on Nov 29, 2021
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Remove check for non-empty callback state in checkpoint
This is already handled by the TrainerCallbackHookMixin
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Fix test failure with torch 1.7
With torch 1.7 subprocess errors are raised as plain Exceptions
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Commits on Nov 30, 2021
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Commits on Dec 5, 2021
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Fix incorrect multiple context manager syntax for Python < 3.9
Parenthesized context managers only work since 3.9
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Commits on Dec 21, 2021
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Commits on Jan 12, 2022
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Fix SWA scheduler not being stepped
This was broken by 98ea79b SWA only works with one optimizer, so always set opt_idx to zero
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[pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
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Prevent trying to restore scheduler state into the wrong type of sche…
…duler when using SWA
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Commits on Feb 11, 2022
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Commits on Feb 27, 2022
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Fix for master change that broke resuming without validation dataloaders
Changes in Lightning-AI#11576 caused a crash when restarting with limit_val_batches = 0
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Use state_dict/load_state_dict instead of on_save/load_checkpoint in SWA
This required a bit of a hacky workaround to continue to correctly clear the scheduler state if it's going to be restored from the SWA checkpoint data
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Commits on Apr 20, 2022
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Commits on Aug 2, 2022
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Remove no-longer required minimum torch version from test
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
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Remove redundant None check that could hide a bug
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
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[pre-commit.ci] auto fixes from pre-commit.com hooks
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