Detail changes
Added
- Added metrics aggregation in Horovod and fixed early stopping (3775)
- Added `manual_optimizer_step` which work with `AMP Native` and `accumulated_grad_batches` (4485)
- Added `persistent(mode)` method to metrics, to enable and disable metric states being added to `state_dict` (4482)
- Added congratulations at the end of our notebooks (4555)
Changed
- Changed `fsspec` to tuner (4458)
- Unify sLURM/TorchElastic under backend plugin (4578, 4580, 4581, 4582, 4583)
Fixed
- Fixed feature-lack in `hpc_load` (4526)
- Fixed metrics states being overridden in DDP mode (4482)
- Fixed `lightning_getattr`, `lightning_hasattr` not finding the correct attributes in datamodule (4347)
- Fixed automatic optimization AMP by `manual_optimization_step` (4485)
- Replace `MisconfigurationException` with warning in `ModelCheckpoint` Callback (4560)
- Fixed logged keys in mlflow logger (4412)
- Fixed `is_picklable` by catching `AttributeError` (4508)
Contributors
dscarmo, jtamir, kazhang, maxjeblick, rohitgr7, SkafteNicki, tarepan, tchaton, tgaddair, williamFalcon
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