docs: fix pages on PyPI (#18792)
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"pattern": "^https://github.com/Lightning-AI/lightning/pull/.*"
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},
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{
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"pattern": "^https://pepy.tech/badge/.*"
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},
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{
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"pattern": ".*https://dev.azure.com/Lightning-AI/lightning/_apis/build/status/.*"
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"pattern": "^https://dev.azure.com/Lightning-AI/lightning/_apis/build/status.*"
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}
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],
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"httpHeaders": [
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17
README.md
17
README.md
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@ -589,7 +589,7 @@ ______________________________________________________________________
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## Continuous Integration
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Lightning is rigorously tested across multiple CPUs, GPUs, TPUs, IPUs, and HPUs and against major Python and PyTorch versions.
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Lightning is rigorously tested across multiple CPUs, GPUs and TPUs and against major Python and PyTorch versions.
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###### \*Codecov is > 90%+ but build delays may show less
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@ -598,14 +598,13 @@ Lightning is rigorously tested across multiple CPUs, GPUs, TPUs, IPUs, and HPUs
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<center>
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| System / PyTorch ver. | 1.12 | 1.13 | 2.0 | 2.1 |
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| :--------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
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| Linux py3.9 \[GPUs\] | [![Build Status](<https://dev.azure.com/Lightning-AI/lightning/_apis/build/status/pytorch-lightning%20(GPUs)?branchName=master>)](https://dev.azure.com/Lightning-AI/lightning/_build/latest?definitionId=24&branchName=master) | [![Build Status](<https://dev.azure.com/Lightning-AI/lightning/_apis/build/status/pytorch-lightning%20(GPUs)?branchName=master>)](https://dev.azure.com/Lightning-AI/lightning/_build/latest?definitionId=24&branchName=master) | [![Build Status](<https://dev.azure.com/Lightning-AI/lightning/_apis/build/status/pytorch-lightning%20(GPUs)?branchName=master>)](https://dev.azure.com/Lightning-AI/lightning/_build/latest?definitionId=24&branchName=master) | [![Build Status](<https://dev.azure.com/Lightning-AI/lightning/_apis/build/status/pytorch-lightning%20(GPUs)?branchName=master>)](https://dev.azure.com/Lightning-AI/lightning/_build/latest?definitionId=24&branchName=master) |
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| Linux py3.9 \[TPUs\] | [![Test PyTorch - TPU](https://github.com/Lightning-AI/lightning/actions/workflows/tpu-tests.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/tpu-tests.yml) | | | |
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| Linux py3.8 \[IPUs\] | - | [![Build Status](<https://dev.azure.com/Lightning-AI/lightning/_apis/build/status/pytorch-lightning%20(IPUs)?branchName=master>)](https://dev.azure.com/Lightning-AI/lightning/_build/latest?definitionId=25&branchName=master) | [![Build Status](<https://dev.azure.com/Lightning-AI/lightning/_apis/build/status/pytorch-lightning%20(IPUs)?branchName=master>)](https://dev.azure.com/Lightning-AI/lightning/_build/latest?definitionId=25&branchName=master) | [![Build Status](<https://dev.azure.com/Lightning-AI/lightning/_apis/build/status/pytorch-lightning%20(IPUs)?branchName=master>)](https://dev.azure.com/Lightning-AI/lightning/_build/latest?definitionId=25&branchName=master) |
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| Linux (multiple Python versions) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) |
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| OSX (multiple Python versions) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) |
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| Windows (multiple Python versions) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) |
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| System / PyTorch ver. | 1.12 | 1.13 | 2.0 | 2.1 |
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| :--------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
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| Linux py3.9 \[GPUs\] | | | | [![Build Status](https://dev.azure.com/Lightning-AI/lightning/_apis/build/status%2Fpytorch-lightning%20%28GPUs%29?branchName=master)](https://dev.azure.com/Lightning-AI/lightning/_build/latest?definitionId=24&branchName=master) |
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| Linux py3.9 \[TPUs\] | | | [![Test PyTorch - TPU](https://github.com/Lightning-AI/lightning/actions/workflows/tpu-tests.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/tpu-tests.yml) | |
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| Linux (multiple Python versions) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) |
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| OSX (multiple Python versions) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) |
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| Windows (multiple Python versions) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) |
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</center>
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</details>
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@ -17,8 +17,7 @@ ______________________________________________________________________
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[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/lightning_fabric)](https://pypi.org/project/lightning_fabric/)
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[![PyPI Status](https://badge.fury.io/py/lightning_fabric.svg)](https://badge.fury.io/py/lightning_fabric)
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[![PyPI - Downloads](https://img.shields.io/pypi/dm/lightning-fabric)
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](https://pepy.tech/project/lightning-fabric)
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[![PyPI - Downloads](https://img.shields.io/pypi/dm/lightning-fabric)](https://pepy.tech/project/lightning-fabric)
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[![Conda](https://img.shields.io/conda/v/conda-forge/lightning_fabric?label=conda&color=success)](https://anaconda.org/conda-forge/lightning_fabric)
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</div>
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@ -203,6 +202,29 @@ ______________________________________________________________________
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______________________________________________________________________
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## Continuous Integration
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Lightning is rigorously tested across multiple CPUs and GPUs and against major Python and PyTorch versions.
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###### \*Codecov is > 90%+ but build delays may show less
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<details>
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<summary>Current build statuses</summary>
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<center>
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| System / PyTorch ver. | 1.12 | 1.13 | 2.0 | 2.1 |
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| :--------------------------------: | :-------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------: | :--------------------------------------------------------------------------------------------------------------: |
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| Linux py3.9 \[GPUs\] | | | | ![Build Status](https://dev.azure.com/Lightning-AI/lightning/_apis/build/status%2Flightning-fabric%20%28GPUs%29) |
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| Linux (multiple Python versions) | ![Test Fabric](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-fabric.yml/badge.svg) | ![Test Fabric](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-fabric.yml/badge.svg) | ![Test Fabric](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-fabric.yml/badge.svg) | ![Test Fabric](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-fabric.yml/badge.svg) |
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| OSX (multiple Python versions) | ![Test Fabric](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-fabric.yml/badge.svg) | ![Test Fabric](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-fabric.yml/badge.svg) | ![Test Fabric](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-fabric.yml/badge.svg) | ![Test Fabric](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-fabric.yml/badge.svg) |
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| Windows (multiple Python versions) | ![Test Fabric](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-fabric.yml/badge.svg) | ![Test Fabric](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-fabric.yml/badge.svg) | ![Test Fabric](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-fabric.yml/badge.svg) | ![Test Fabric](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-fabric.yml/badge.svg) |
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</center>
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</details>
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______________________________________________________________________
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# Getting started
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## Install Lightning
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@ -22,7 +22,7 @@ ______________________________________________________________________
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[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/pytorch-lightning)](https://pypi.org/project/pytorch-lightning/)
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[![PyPI Status](https://badge.fury.io/py/pytorch-lightning.svg)](https://badge.fury.io/py/pytorch-lightning)
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![PyPI - Downloads](https://img.shields.io/pypi/dm/pytorch-lightning)\](https://pepy.tech/project/pytorch-lightning)
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[![PyPI - Downloads](https://img.shields.io/pypi/dm/pytorch-lightning)](https://pepy.tech/project/pytorch-lightning)
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[![Conda](https://img.shields.io/conda/v/conda-forge/pytorch-lightning?label=conda&color=success)](https://anaconda.org/conda-forge/pytorch-lightning)
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[![DockerHub](https://img.shields.io/docker/pulls/pytorchlightning/pytorch_lightning.svg)](https://hub.docker.com/r/pytorchlightning/pytorch_lightning)
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[![codecov](https://codecov.io/gh/Lightning-AI/lightning/branch/master/graph/badge.svg)](https://codecov.io/gh/Lightning-AI/lightning)
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@ -43,7 +43,7 @@ ______________________________________________________________________
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## PyTorch Lightning is just organized PyTorch
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Lightning disentangles PyTorch code to decouple the science from the engineering.
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![PT to PL](../../docs/source-pytorch/_static/images/general/pl_quick_start_full_compressed.gif)
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![PT to PL](https://lightning.ai/docs/pytorch/stable/_static/images/general/pl_quick_start_full_compressed.gif)
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______________________________________________________________________
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@ -70,21 +70,20 @@ ______________________________________________________________________
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## Continuous Integration
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Lightning is rigorously tested across multiple CPUs, GPUs, TPUs, IPUs, and HPUs and against major Python and PyTorch versions.
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Lightning is rigorously tested across multiple CPUs, GPUs and TPUs and against major Python and PyTorch versions.
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<details>
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<summary>Current build statuses</summary>
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<center>
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| System / PyTorch ver. | 1.11 | 1.12 | 1.13 | 2.0 |
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| :--------------------------------: | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---- |
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| Linux py3.9 \[GPUs\] | - | [![Build Status](<https://dev.azure.com/Lightning-AI/lightning/_apis/build/status/pytorch-lightning%20(GPUs)?branchName=master>)](https://dev.azure.com/Lightning-AI/lightning/_build/latest?definitionId=24&branchName=master) | [![Build Status](<https://dev.azure.com/Lightning-AI/lightning/_apis/build/status/pytorch-lightning%20(GPUs)?branchName=master>)](https://dev.azure.com/Lightning-AI/lightning/_build/latest?definitionId=24&branchName=master) | Soon |
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| Linux py3.9 \[TPUs\] | - | [![Test PyTorch - TPU](https://github.com/Lightning-AI/lightning/actions/workflows/tpu-tests.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/tpu-tests.yml) | | Soon |
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| Linux py3.8 \[IPUs\] | - | - | [![Build Status](<https://dev.azure.com/Lightning-AI/lightning/_apis/build/status/pytorch-lightning%20(IPUs)?branchName=master>)](https://dev.azure.com/Lightning-AI/lightning/_build/latest?definitionId=25&branchName=master) | Soon |
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| Linux (multiple Python versions) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | Soon |
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| OSX (multiple Python versions) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | Soon |
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| Windows (multiple Python versions) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | [![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg)](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml) | Soon |
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| System / PyTorch ver. | 1.12 | 1.13 | 2.0 | 2.1 |
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| :--------------------------------: | :---------------------------------------------------------------------------------------------------------: | ----------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------- |
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| Linux py3.9 \[GPUs\] | | | | ![Build Status](https://dev.azure.com/Lightning-AI/lightning/_apis/build/status%2Fpytorch-lightning%20%28GPUs%29) |
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| Linux py3.9 \[TPUs\] | | | ![Test PyTorch - TPU](https://github.com/Lightning-AI/lightning/actions/workflows/tpu-tests.yml/badge.svg) | |
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| Linux (multiple Python versions) | ![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg) | ![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg) | ![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg) | ![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg) |
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| OSX (multiple Python versions) | ![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg) | ![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg) | ![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg) | ![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg) |
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| Windows (multiple Python versions) | ![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg) | ![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg) | ![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg) | ![Test PyTorch](https://github.com/Lightning-AI/lightning/actions/workflows/ci-tests-pytorch.yml/badge.svg) |
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</center>
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</details>
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## Advanced features
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Lightning has over [40+ advanced features](https://lightning.ai/docs/pytorch/latest/common/trainer.html#trainer-flags) designed for professional AI research at scale.
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Lightning has over [40+ advanced features](https://lightning.ai/docs/pytorch/stable/common/trainer.html#trainer-flags) designed for professional AI research at scale.
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Here are some examples:
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@ -369,7 +368,7 @@ ______________________________________________________________________
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The PyTorch Lightning community is maintained by
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- [10+ core contributors](https://lightning.ai/docs/pytorch/latest/community/governance.html) who are all a mix of professional engineers, Research Scientists, and Ph.D. students from top AI labs.
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- [10+ core contributors](https://lightning.ai/docs/pytorch/stable/community/governance.html) who are all a mix of professional engineers, Research Scientists, and Ph.D. students from top AI labs.
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- 680+ active community contributors.
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Want to help us build Lightning and reduce boilerplate for thousands of researchers? [Learn how to make your first contribution here](https://devblog.pytorchlightning.ai/quick-contribution-guide-86d977171b3a)
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@ -380,6 +379,6 @@ PyTorch Lightning is also part of the [PyTorch ecosystem](https://pytorch.org/ec
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If you have any questions please:
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1. [Read the docs](https://lightning.ai/docs/pytorch/latest).
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1. [Read the docs](https://lightning.ai/docs/pytorch/stable).
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1. [Search through existing Discussions](https://github.com/Lightning-AI/lightning/discussions), or [add a new question](https://github.com/Lightning-AI/lightning/discussions/new)
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1. [Join our Discord community](https://discord.gg/VptPCZkGNa).
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Reference in New Issue