46 lines
1.1 KiB
ReStructuredText
46 lines
1.1 KiB
ReStructuredText
|
:orphan:
|
||
|
|
||
|
###############################
|
||
|
Level 17: Own the training loop
|
||
|
###############################
|
||
|
|
||
|
Learn all the ways of owning your raw PyTorch loops with Lighting.
|
||
|
|
||
|
----
|
||
|
|
||
|
.. 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: ../model/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: ../model/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: ../extensions/loops.html
|
||
|
:height: 150
|
||
|
:tag: expert
|
||
|
|
||
|
.. raw:: html
|
||
|
|
||
|
</div>
|
||
|
</div>
|