PyTorch Lightning Documentation .. toctree::
:maxdepth: 1
:name: start
:caption: Getting started
new-project
converting
rapid_prototyping_templates
.. toctree::
:maxdepth: 1
:name: guides
:caption: Best practices
style_guide
performance
Lightning project template<https://github.com/PyTorchLightning/pytorch-lightning-conference-seed>
benchmarking
.. toctree::
:maxdepth: 2
:name: pl_docs
:caption: Lightning API
lightning_module
trainer
.. toctree::
:maxdepth: 2
:name: docs
:caption: Optional extensions
accelerators
callbacks
datamodules
logging
metrics
plugins
.. toctree::
:maxdepth: 1
:name: Tutorials
:caption: Tutorials
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>
.. toctree::
:maxdepth: 2
:name: api
:caption: API References
api_references
.. toctree::
:maxdepth: 1
:name: Bolts
:caption: Bolts
bolts
.. toctree::
:maxdepth: 1
:name: Examples
:caption: Examples
pytorch_ecoystem
community_examples
Autoencoder <https://pytorch-lightning-bolts.readthedocs.io/en/latest/autoencoders.html#autoencoders>
BYOL <https://pytorch-lightning-bolts.readthedocs.io/en/latest/self_supervised_models.html#byol>
DQN <https://pytorch-lightning-bolts.readthedocs.io/en/latest/reinforce_learn.html#deep-q-network-dqn>
GAN <https://pytorch-lightning-bolts.readthedocs.io/en/latest/gans.html#basic-gan>
GPT-2 <https://pytorch-lightning-bolts.readthedocs.io/en/latest/convolutional.html#gpt-2>
Image-GPT <https://pytorch-lightning-bolts.readthedocs.io/en/latest/convolutional.html#image-gpt>
SimCLR <https://pytorch-lightning-bolts.readthedocs.io/en/latest/self_supervised_models.html#simclr>
VAE <https://pytorch-lightning-bolts.readthedocs.io/en/latest/autoencoders.html#basic-vae>
.. toctree::
:maxdepth: 1
:name: Common Use Cases
:caption: Common Use Cases
cloud_training
amp
slurm
child_modules
debugging
loggers
early_stopping
fast_training
hyperparameters
lr_finder
multi_gpu
multiple_loaders
weights_loading
optimizers
profiler
single_gpu
sequences
training_tricks
transfer_learning
tpu
test_set
production_inference
.. toctree::
:maxdepth: 1
:name: Partner Domain Frameworks
:caption: Partner Domain Frameworks
asr_nlp_tts
.. toctree::
:maxdepth: 1
:name: community
:caption: Community
CODE_OF_CONDUCT.md
CONTRIBUTING.md
BECOMING_A_CORE_CONTRIBUTOR.md
governance.md
CHANGELOG.md