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release v0.4.0
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CHANGELOG.md

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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [unReleased] - 2021-MM-DD
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## [0.4.0] - 2021-09-09
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### Added
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- Added Soft Actor Critic (SAC) Model [#627](https://github.com/PyTorchLightning/lightning-bolts/pull/627))
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- Added Soft Actor Critic (SAC) Model ([#627](https://github.com/PyTorchLightning/lightning-bolts/pull/627))
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- Added `EMNISTDataModule`, `BinaryEMNISTDataModule`, and `BinaryEMNIST` dataset ([#676](https://github.com/PyTorchLightning/lightning-bolts/pull/676))
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- Added Advantage Actor-Critic (A2C) Model [#598](https://github.com/PyTorchLightning/lightning-bolts/pull/598))
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- Added Torch ORT Callback [#720](https://github.com/PyTorchLightning/lightning-bolts/pull/720))
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- Added SparseML Callback [#724](https://github.com/PyTorchLightning/lightning-bolts/pull/724))
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- Added Advantage Actor-Critic (A2C) Model ([#598](https://github.com/PyTorchLightning/lightning-bolts/pull/598))
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- Added Torch ORT Callback ([#720](https://github.com/PyTorchLightning/lightning-bolts/pull/720))
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- Added SparseML Callback ([#724](https://github.com/PyTorchLightning/lightning-bolts/pull/724))
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### Changed
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- Changed the default values `pin_memory=False`, `shuffle=False` and `num_workers=16` to `pin_memory=True`, `shuffle=True` and `num_workers=0` of datamodules ([#701](https://github.com/PyTorchLightning/lightning-bolts/pull/701))
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### Deprecated
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### Removed
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- Supporting deprecated attribute usage ([#699](https://github.com/PyTorchLightning/lightning-bolts/pull/699))
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### Fixed
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- Fixed ImageNet val loader to use val transform instead of train transform.
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- Fixed the MNIST download giving HTTP 404 with torchvision>=0.9.1 ([#674](https://github.com/PyTorchLightning/lightning-bolts/pull/674))
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- Fixed ImageNet val loader to use val transform instead of train transform ([#713](https://github.com/PyTorchLightning/lightning-bolts/pull/713))
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- Fixed the MNIST download giving HTTP 404 with `torchvision>=0.9.1` ([#674](https://github.com/PyTorchLightning/lightning-bolts/pull/674))
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- Removed momentum updating from val step and add separate val queue ([#631](https://github.com/PyTorchLightning/lightning-bolts/pull/631))
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- Fixed moving the queue to GPU when resuming checkpoint for SwAV model ([#684](https://github.com/PyTorchLightning/lightning-bolts/pull/684))
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- Fixed FP16 support with vision GPT model ([#694](https://github.com/PyTorchLightning/lightning-bolts/pull/694))
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- Removing bias from linear model regularisation ([#669](https://github.com/PyTorchLightning/lightning-bolts/pull/669))
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- Fixed CPC module issue ([#680](https://github.com/PyTorchLightning/lightning-bolts/pull/680))
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## [0.3.4] - 2021-06-17

pl_bolts/__about__.py

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__version__ = "0.4.0dev"
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__version__ = "0.4.0"
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__author__ = "PyTorchLightning et al."
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__author_email__ = "name@pytorchlightning.ai"
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__license__ = "Apache-2.0"

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