88 lines
2.1 KiB
ReStructuredText
88 lines
2.1 KiB
ReStructuredText
|
|
||
|
###############
|
||
|
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>
|