lightning/docs/source-pytorch/model/build_model.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:
#############
Build a Model
#############
.. raw:: html
<div class="display-card-container">
<div class="row">
.. Add callout items below this line
.. displayitem::
:header: 1: Train a model
:description: Build a model to learn the basic ideas of Lightning
:col_css: col-md-4
:button_link: train_model_basic.html
:height: 150
:tag: basic
.. displayitem::
:header: 2: Validate and test a model
:description: Add a validation and test data split to avoid overfitting.
:col_css: col-md-4
:button_link: ../common/evaluation_basic.html
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
:height: 150
:tag: basic
.. displayitem::
:header: 3: Supercharge training
:description: Enable state-of-the-art training techniques with the Trainer features.
:col_css: col-md-4
:button_link: build_model_intermediate.html
:height: 150
:tag: intermediate
.. displayitem::
:header: LightningModule API
:description: Dig into LightningModule API in depth
:col_css: col-md-4
:button_link: ../common/lightning_module.html#lightningmodule-api
:height: 150
.. displayitem::
:header: Trainer API
:description: Dig into Trainer API in depth
:col_css: col-md-4
:button_link: ../common/trainer.html#trainer-class-api
:height: 150
.. raw:: html
</div>
</div>