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https://github.com/wassname/pytorch-lightning.git
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fix docs path
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.. role:: hidden
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:class: hidden-section
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Callbacks
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===========
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.. automodule:: pytorch_lightning.callbacks
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:exclude-members:
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_del_model,
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_save_model,
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on_epoch_end,
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on_train_end,
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on_epoch_begin,
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check_monitor_top_k,
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on_train_begin,
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Multi-gpu (same node) training
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==============================
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Multi-node training
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====================
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16-bit precision
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=================
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gradient clipping
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=================
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modifying training via hooks
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=============================
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.. toctree::
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:maxdepth: 3
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pl_examples
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.. role:: hidden
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:class: hidden-section
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LightningModule
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===========
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.. automodule:: pytorch_lightning.core
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:exclude-members:
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_abc_impl,
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summarize,
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.. role:: hidden
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:class: hidden-section
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Logging
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===========
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.. automodule:: pytorch_lightning.logging
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:exclude-members:
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_abc_impl,
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_save_model,
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on_epoch_end,
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on_train_end,
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on_epoch_begin,
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pl_examples
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===========
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.. toctree::
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:maxdepth: 4
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pl_examples
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.. role:: hidden
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:class: hidden-section
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Trainer
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===========
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.. automodule:: pytorch_lightning.trainer
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:members: fit, test
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:exclude-members:
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run_pretrain_routine,
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_abc_impl,
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_Trainer__set_root_gpu,
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_Trainer__init_optimizers,
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_Trainer__parse_gpu_ids,
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_Trainer__configure_schedulers,
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data_parallel,
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num_gpus,
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slurm_job_id,
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tng_tqdm_dic,
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training_tqdm_dict,
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init_optimizers,
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configure_schedulers
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Refactoring PyTorch into Lightning
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==================================
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`Tutorial <https://towardsdatascience.com/how-to-refactor-your-pytorch-code-to-get-these-42-benefits-of-pytorch-lighting-6fdd0dc97538>`_
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Start a research project
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=========================
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`Research seed <https://github.com/PytorchLightning/pytorch-lightning-conference-seed>`_
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Basic Lightning use
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====================
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`Tutorial <https://towardsdatascience.com/supercharge-your-ai-research-with-pytorch-lightning-337948a99eec>`_
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9 key Lightning tricks
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========================
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`Tutorial <9 key speed features in Pytorch-Lightning>`_
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Multi-node training on SLURM
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=============================
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`Tutorial <https://towardsdatascience.com/trivial-multi-node-training-with-pytorch-lightning-ff75dfb809bd>`_
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