lightning/docs/source-pytorch/levels/advanced.rst

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docs refactor 3/n (#12795) * updated titles + css * updated titles + css * levels structure * levels structure * levels structure * adding level indexes * finished intro guide layout * finished intro guide layout * general titles * general titles * added movie * added movie * finished 15 mins * levels * added core levels * added core levels * fixed api reference on the left * gpu guides * gpu guides * gpu guides * gpu guides * precision * hpu guide * added ipu * added ipu * added ipu * added ckpt docs * finished basic logging * intermediate * intermediate * intermediate * fixed * fixed margins * fixed margins * fixed margins * fixed margins * fixed margins * fixed margins * fixed margins * fixed margins * fixed margins * added logger stuff * added logger stuff * added logger stuff * added logger stuff * added logger stuff * ic * added inconsolata * added inconsolata * added inconsolata * added inconsolata * added inconsolata * added inconsolata * added inconsolata * updated menu * added basic cloud docs * added basic cloud docs * added basic cloud docs * added basic cloud docs * ic * ic * ic * ic * ic * ic * ic * ic * ic * ic * ic * ic * added demos folder * added demos folder * added demos folder * added demos folder * added demos folder * added demos folder * twocolumns directive * twocols * twocols * registry * registry * registry * registry * registry * registry * registry * registry * registry * registry * registry * registry * registry * registry * registry * registry * registry * registry * registry * cleaning up * cleaning up * cleaning up * cleaning up * cleaning up * cleaning up * cleaning up * cleaning up * cleaning up * updated titles + css * levels structure * adding level indexes * finished intro guide layout * general titles * added movie * finished 15 mins * levels * added core levels * fixed api reference on the left * gpu guides * precision * hpu guide * added ipu * added ckpt docs * finished basic logging * intermediate * fixed margins * added logger stuff * ic * added inconsolata * updated menu * added basic cloud docs * ic * added demos folder * twocolumns directive * registry * cleaning up * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * deconflict * deconflict * deconflict * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add testsetup sections wherever needed; fix errors in building docs * pre-commit fixes * Fix duplicate label * minor nit with pre-commit * Fix labels * More changes... * require * debug & cli * prec & model & visu * fix references * fix references * fix refs * fix refs - model_parallel * fix references * prune testsetup with global * refs in index * Fix duplicate label errors * Update orphan docs * Update orphan docs * Update orphan docs * fix links * Fix genindex and search index * fix refs * fix refs * Fix index rst related issues * fix refs * inc to rst * Fix links ref * fix more references * fix refs * deconflict * errors * errors * errors * fix refs * fix refs * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix warnings * Fix LightningCLI errors * Fix LightningCLI errors * Fix LightningCLI errors * Fix LightningCLI errors * fix doc build * Duplicate Label fix (docs) (#12800) Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * ignore typing in demo folder * Ignore demos for mypy Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Kushashwa Ravi Shrimali <kushashwaravishrimali@gmail.com> Co-authored-by: Jirka <jirka.borovec@seznam.cz> Co-authored-by: rohitgr7 <rohitgr1998@gmail.com> Co-authored-by: Kaushik B <kaushikbokka@gmail.com> Co-authored-by: otaj <ota@grid.ai>
2022-04-19 18:15:47 +00:00
###############
Advanced skills
###############
Configure all aspects of Lightning for advanced usecases.
.. join_slack::
:align: left
----
.. raw:: html
<div class="display-card-container">
<div class="row">
.. Add callout items below this line
.. displayitem::
:header: Level 15: Customize configs to run in production
:description: Enable composable YAMLs
:col_css: col-md-6
:button_link: advanced_level_15.html
:height: 150
:tag: advanced
.. displayitem::
:header: Level 16: Customize the trainer
:description: Inject custom code into the trainer and modify the progress bar.
:col_css: col-md-6
:button_link: advanced_level_16.html
:height: 150
:tag: advanced
.. displayitem::
:header: Level 17: Own the training loop
:description: Learn all the ways of owning your raw PyTorch loops with Lighting.
:col_css: col-md-6
:button_link: advanced_level_17.html
:height: 150
:tag: advanced
.. displayitem::
:header: Level 18: Enable advanced checkpointing
:description: Enable composable or cloud based checkpoints.
:col_css: col-md-6
:button_link: advanced_level_18.html
:height: 150
:tag: advanced
.. displayitem::
:header: Level 19: Explore IPUs
:description: Explore Intelligence Processing Unit (IPU) for model scaling.
:col_css: col-md-6
:button_link: advanced_level_19.html
:height: 150
:tag: advanced
.. displayitem::
:header: Level 20: Explore HPUs
:description: Explore Havana Gaudi Processing Unit (HPU) for model scaling.
:col_css: col-md-6
:button_link: advanced_level_20.html
:height: 150
:tag: advanced
.. displayitem::
:header: Level 21: Master TPUs
:description: Master TPUs and run on cloud TPUs.
:col_css: col-md-6
:button_link: advanced_level_21.html
:height: 150
:tag: advanced
.. displayitem::
:header: Level 22: Reach 1 trillion parameters on GPUs
:description: Scale to 1 trillion params on GPUs.
:col_css: col-md-6
:button_link: advanced_level_22.html
:height: 150
:tag: advanced
.. raw:: html
</div>
</div>