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Update changelog after 1.7.2. release (#14251)
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src/pytorch_lightning/CHANGELOG.md

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@@ -8,15 +8,10 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
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### Added
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- Added `FullyShardedNativeNativeMixedPrecisionPlugin` to handle precision for `DDPFullyShardedNativeStrategy` ([#14092](https://github.com/Lightning-AI/lightning/pull/14092))
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- Added prefix to log message in `seed_everything` with rank info ([#13290](https://github.com/Lightning-AI/lightning/issues/13290))
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- Added profiling to these hooks: `on_before_batch_transfer`, `transfer_batch_to_device`, `on_after_batch_transfer`, `configure_gradient_clipping`, `clip_gradients` ([#14069](https://github.com/Lightning-AI/lightning/pull/14069))
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- Raised a `MisconfigurationException` if batch transfer hooks are overriden with `IPUAccelerator` ([#13961](https://github.com/Lightning-AI/lightning/pull/13961))
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- Updated compatibility for LightningLite to run with the latest DeepSpeed 0.7.0 ([13967](https://github.com/Lightning-AI/lightning/pull/13967))
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- Replaced the unwrapping logic in strategies with direct access to unwrapped `LightningModule` ([#13738](https://github.com/Lightning-AI/lightning/pull/13738))
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- The `WandbLogger.name` property no longer returns the name of the experiment, and instead returns the project's name ([#14145](https://github.com/Lightning-AI/lightning/pull/14145))
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- The default project name in `WandbLogger` is now "lightning_logs" ([#14145](https://github.com/Lightning-AI/lightning/pull/14145))
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### Deprecated
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- Removed the experimental `pytorch_lightning.utiltiies.meta` functions in favor of built-in https://github.com/pytorch/torchdistx support ([#13868](https://github.com/Lightning-AI/lightning/pull/13868))
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### Fixed
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- Fixed a bug that caused spurious `AttributeError` when multiple `DataLoader` classes are imported ([#14117](https://github.com/Lightning-AI/lightning/pull/14117))
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## [1.7.2] - 2022-08-17
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### Added
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- Fixed epoch-end logging results not being reset after the end of the epoch ([#14061](https://github.com/Lightning-AI/lightning/pull/14061))
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- Added `FullyShardedNativeNativeMixedPrecisionPlugin` to handle precision for `DDPFullyShardedNativeStrategy` ([#14092](https://github.com/Lightning-AI/lightning/pull/14092))
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- Added profiling to these hooks: `on_before_batch_transfer`, `transfer_batch_to_device`, `on_after_batch_transfer`, `configure_gradient_clipping`, `clip_gradients` ([#14069](https://github.com/Lightning-AI/lightning/pull/14069))
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### Changed
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- Fixed resuming from a checkpoint when using Stochastic Weight Averaging (SWA) ([#9938](https://github.com/Lightning-AI/lightning/pull/9938))
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- The `WandbLogger.name` property no longer returns the name of the experiment, and instead returns the project's name ([#14145](https://github.com/Lightning-AI/lightning/pull/14145))
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- The default project name in `WandbLogger` is now "lightning_logs" ([#14145](https://github.com/Lightning-AI/lightning/pull/14145))
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- Updated compatibility for LightningLite to run with the latest DeepSpeed 0.7.0 ([13967](https://github.com/Lightning-AI/lightning/pull/13967))
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### Fixed
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- Fixed a bug that caused spurious `AttributeError` when multiple `DataLoader` classes are imported ([#14117](https://github.com/Lightning-AI/lightning/pull/14117))
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- Fixed epoch-end logging results not being reset after the end of the epoch ([#14061](https://github.com/Lightning-AI/lightning/pull/14061))
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- Fixed resuming from a checkpoint when using Stochastic Weight Averaging (SWA) ([#9938](https://github.com/Lightning-AI/lightning/pull/9938))
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- Fixed the device placement when `LightningModule.cuda()` gets called without specifying a device index and the current cuda device was not 0 ([#14128](https://github.com/Lightning-AI/lightning/pull/14128))
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- Avoided false positive warning about using `sync_dist` when using torchmetrics ([#14143](https://github.com/Lightning-AI/lightning/pull/14143))
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- Avoid `metadata.entry_points` deprecation warning on Python 3.10 ([#14052](https://github.com/Lightning-AI/lightning/pull/14052))
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- Fixed epoch-end logging results not being reset after the end of the epoch ([#14061](https://github.com/Lightning-AI/lightning/pull/14061))
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- Avoid raising the sampler warning if num_replicas=1 ([#14097](https://github.com/Lightning-AI/lightning/pull/14097))
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- Fixed saving hyperparameters in a composition where the parent class is not a `LightningModule` or `LightningDataModule` ([#14151](https://github.com/Lightning-AI/lightning/pull/14151))
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- Avoided requiring the FairScale package to use precision with the fsdp native strategy ([#14092](https://github.com/Lightning-AI/lightning/pull/14092))
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- Fixed an issue in which the default name for a run in `WandbLogger` would be set to the project name instead of a randomly generated string ([#14145](https://github.com/Lightning-AI/lightning/pull/14145))
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- Fixed not preserving set attributes on `DataLoader` and `BatchSampler` when instantiated inside `*_dataloader` hooks ([#14212](https://github.com/Lightning-AI/lightning/pull/14212))
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## [1.7.1] - 2022-08-09
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### Fixed

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