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Update trainer.rst (#4722)
small spelling fix
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CHANGELOG.md

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@@ -52,7 +52,8 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
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- Fixed average pbar Metrics ([#4534](https://github.com/PyTorchLightning/pytorch-lightning/pull/4534))
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- Fixed logger docs and api docs ([#3950](https://github.com/PyTorchLightning/pytorch-lightning/pull/3950))
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- Fixed `setup` callback hook to correctly pass the LightningModule through ([#4608](https://github.com/PyTorchLightning/pytorch-lightning/pull/4608))
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- Fixed docs typo ([#4659](https://github.com/PyTorchLightning/pytorch-lightning/pull/4659), [#4670](https://github.com/PyTorchLightning/pytorch-lightning/pull/4670))
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- Fixed docs typo ([#4659](https://github.com/PyTorchLightning/pytorch-lightning/pull/4659), [#4670](https://github.com/PyTorchLightning/pytorch-lightning/pull/4670),
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[##4715](https://github.com/PyTorchLightning/pytorch-lightning/pull/#4715), [##4722](https://github.com/PyTorchLightning/pytorch-lightning/pull/#4722))
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- Fixed notebooks typo ([#4657](https://github.com/PyTorchLightning/pytorch-lightning/pull/4657))
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- Allowing decorate model init with saving `hparams` inside ([#4662](https://github.com/PyTorchLightning/pytorch-lightning/pull/4662))
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- Fixed `split_idx` set by `LoggerConnector` in `on_trainer_init` to `Trainer` ([#4697](https://github.com/PyTorchLightning/pytorch-lightning/pull/4697))

docs/source/trainer.rst

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Under the hood, the Lightning Trainer handles the training loop details for you, some examples include:
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- Automatically eenabling/disabling grads
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- Automatically enabling/disabling grads
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- Running the training, validation and test dataloaders
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- Calling the Callbacks at the appropriate times
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- Putting batches and computations on the correct devices

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