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CHANGELOG.md

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## [1.4.6] - 2021-09-07
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- Fixed signature of `Timer.on_train_epoch_end` and `StochasticWeightAveraging.on_train_epoch_end` to prevent unwanted deprecation warnings ([#9347](https://github.com/PyTorchLightning/pytorch-lightning/pull/9347))
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## [1.4.5] - 2021-08-31
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- Fixed an issues with export to ONNX format when a model has multiple inputs ([#8800](https://github.com/PyTorchLightning/pytorch-lightning/pull/8800))
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- Removed deprecation warnings being called for `on_{task}_dataloader` ([#9279](https://github.com/PyTorchLightning/pytorch-lightning/pull/9279))
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- Fixed save/load/resume from checkpoint for DeepSpeed Plugin (
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[#8397](https://github.com/PyTorchLightning/pytorch-lightning/pull/8397),
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[#8644](https://github.com/PyTorchLightning/pytorch-lightning/pull/8644),
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[#8627](https://github.com/PyTorchLightning/pytorch-lightning/pull/8627))
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- Fixed `EarlyStopping` running on train epoch end when `check_val_every_n_epoch>1` is set ([#9156](https://github.com/PyTorchLightning/pytorch-lightning/pull/9156))
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- Fixed an issue with logger outputs not being finalized correctly after prediction runs ([#8333](https://github.com/PyTorchLightning/pytorch-lightning/issues/8333))
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- Fixed bug where data-loading functions where not getting the correct running stage passed ([#8858](https://github.com/PyTorchLightning/pytorch-lightning/pull/8858))
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- Fixed intra-epoch evaluation outputs staying in memory when the respective `*_epoch_end` hook wasn't overridden ([#9261](https://github.com/PyTorchLightning/pytorch-lightning/pull/9261))
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- Fixed error handling in DDP process reconciliation when `_sync_dir` was not initialized ([#9267](https://github.com/PyTorchLightning/pytorch-lightning/pull/9267))
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- Fixed PyTorch Profiler not enabled for manual optimization ([#9316](https://github.com/PyTorchLightning/pytorch-lightning/pull/9316))
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- Fixed inspection of other args when a container is specified in `save_hyperparameters` ([#9125](https://github.com/PyTorchLightning/pytorch-lightning/pull/9125))
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- Fixed signature of `Timer.on_train_epoch_end` and `StochasticWeightAveraging.on_train_epoch_end` to prevent unwanted deprecation warnings ([#9347](https://github.com/PyTorchLightning/pytorch-lightning/pull/9347))
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## [1.4.5] - 2021-08-31
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pytorch_lightning/__about__.py

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import time
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_this_year = time.strftime("%Y")
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__version__ = "1.4.5"
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__version__ = "1.4.6"
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__author__ = "William Falcon et al."
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__author_email__ = "[email protected]"
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__license__ = "Apache-2.0"

pytorch_lightning/plugins/training_type/deepspeed.py

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from pytorch_lightning.utilities.exceptions import MisconfigurationException
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from pytorch_lightning.utilities.imports import _DEEPSPEED_AVAILABLE
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from pytorch_lightning.utilities.types import LRSchedulerTypeTuple
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from pytorch_lightning.utilities.warnings import _warn, LightningDeprecationWarning, warning_cache
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from pytorch_lightning.utilities.warnings import _warn, LightningDeprecationWarning, WarningCache
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if _DEEPSPEED_AVAILABLE:
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import deepspeed
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warning_cache = WarningCache()
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def remove_module_hooks(model: torch.nn.Module) -> None:
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# todo (tchaton) awaiting this feature to move upstream to DeepSpeed

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