lightning/docs/source/model/own_your_loop.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
:orphan:
################################
Use a pure PyTorch training loop
################################
.. raw:: html
<div class="display-card-container">
<div class="row">
.. Add callout items below this line
.. displayitem::
:header: Enable manual optimization
:description: Gain control of the training loop with manual optimization and LightningModule methods.
:col_css: col-md-4
:button_link: build_model_advanced.html
:height: 150
:tag: advanced
.. displayitem::
:header: Use a Raw PyTorch Loop
:description: Migrate complex PyTorch projects to Lightning and push bleeding-edge research with the raw PyTorch loop.
:col_css: col-md-4
:button_link: build_model_expert.html
:height: 150
:tag: advanced
.. displayitem::
:header: Make a custom Lightning Loop
:description: Conduct bleeding-edge research like meta-learning and RL with a custom Loop.
:col_css: col-md-4
:button_link: loops.html
:height: 150
:tag: expert
.. raw:: html
</div>
</div>