PyTorch Lightning Documentation .. toctree::
:maxdepth: 1
:name: start
:caption: Getting started
starter/new-project
starter/converting
starter/rapid_prototyping_templates
.. toctree::
:maxdepth: 1
:name: guides
:caption: Best practices
guides/speed
guides/data
starter/style_guide
Lightning project template<https://github.com/PyTorchLightning/pytorch-lightning-conference-seed>
benchmarking/benchmarks
.. toctree::
:maxdepth: 2
:name: pl_docs
:caption: Lightning API
common/lightning_module
common/trainer
.. toctree::
:maxdepth: 2
:name: docs
:caption: Optional extensions
extensions/accelerators
extensions/callbacks
extensions/datamodules
extensions/logging
extensions/metrics
extensions/plugins
.. toctree::
:maxdepth: 1
:name: Tutorials
:caption: Tutorials
starter/introduction_guide
PyTorch Lightning 101 class <https://www.youtube.com/playlist?list=PLaMu-SDt_RB5NUm67hU2pdE75j6KaIOv2>
From PyTorch to PyTorch Lightning [Blog] <https://towardsdatascience.com/from-pytorch-to-pytorch-lightning-a-gentle-introduction-b371b7caaf09>
From PyTorch to PyTorch Lightning [Video] <https://www.youtube.com/watch?v=QHww1JH7IDU>
notebooks/lightning_examples/mnist-hello-world.ipynb
notebooks/lightning_examples/datamodules.ipynb
notebooks/lightning_examples/cifar10-baseline.ipynb
notebooks/lightning_examples/basic-gan.ipynb
notebooks/lightning_examples/mnist-tpu-training.ipynb
notebooks/lightning_examples/text-transformers.ipynb
notebooks/lightning_examples/reinforce-learning-DQN.ipynb
notebooks/lightning_examples/augmentation_kornia.ipynb
.. toctree::
:maxdepth: 2
:name: api
:caption: API References
api_references
.. toctree::
:maxdepth: 1
:name: Bolts
:caption: Bolts
ecosystem/bolts
.. toctree::
:maxdepth: 1
:name: Examples
:caption: Examples
ecosystem/community_examples
Autoencoder <https://lightning-bolts.readthedocs.io/en/latest/autoencoders.html#autoencoders>
BYOL <https://lightning-bolts.readthedocs.io/en/latest/self_supervised_models.html#byol>
DQN <https://lightning-bolts.readthedocs.io/en/latest/reinforce_learn.html#deep-q-network-dqn>
GAN <https://lightning-bolts.readthedocs.io/en/latest/gans.html#basic-gan>
GPT-2 <https://lightning-bolts.readthedocs.io/en/latest/convolutional.html#gpt-2>
Image-GPT <https://lightning-bolts.readthedocs.io/en/latest/convolutional.html#image-gpt>
SimCLR <https://lightning-bolts.readthedocs.io/en/latest/self_supervised_models.html#simclr>
VAE <https://lightning-bolts.readthedocs.io/en/latest/autoencoders.html#basic-vae>
.. toctree::
:maxdepth: 1
:name: Common Use Cases
:caption: Common Use Cases
clouds/cloud_training
clouds/cluster
common/child_modules
common/debugging
common/early_stopping
common/hyperparameters
common/production_inference
advanced/ipu
common/lightning_cli
advanced/lr_finder
common/loggers
advanced/multi_gpu
advanced/advanced_gpu
common/weights_loading
common/optimizers
advanced/profiler
advanced/sequences
common/single_gpu
advanced/training_tricks
advanced/pruning_quantization
advanced/transfer_learning
advanced/tpu
common/test_set
.. toctree::
:maxdepth: 1
:name: Partner Domain Frameworks
:caption: Partner Domain Frameworks
ecosystem/asr_nlp_tts
.. toctree::
:maxdepth: 1
:name: Community
:caption: Community
generated/CODE_OF_CONDUCT.md
generated/CONTRIBUTING.md
generated/BECOMING_A_CORE_CONTRIBUTOR.md
governance.md
generated/CHANGELOG.md