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11 changes: 10 additions & 1 deletion index.rst
Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,7 @@ What's new in PyTorch tutorials?

* `Introduction to TorchRec <https://pytorch.org/tutorials/intermediate/torchrec_tutorial.html?utm_source=whats_new_tutorials&utm_medium=torchrec>`__
* `Getting Started with Fully Sharded Data Parallel (FSDP) <https://pytorch.org/tutorials/intermediate/FSDP_tutorial.html?utm_source=whats_new_tutorials&utm_medium=FSDP>`__
* `Advanced model training with Fully Sharded Data Parallel (FSDP) <https://pytorch.org/tutorials/intermediate/FSDP_adavnced_tutorial.html?utm_source=whats_new_tutorials&utm_medium=FSDP_advanced>`__
* `Grokking PyTorch Intel CPU Performance from First Principles <https://pytorch.org/tutorials/intermediate/torchserve_with_ipex?utm_source=whats_new_tutorials&utm_medium=torchserve_ipex>`__
* `Customize Process Group Backends Using Cpp Extensions <https://pytorch.org/tutorials/intermediate/process_group_cpp_extension_tutorial.html?utm_source=whats_new_tutorials&utm_medium=cpp_ext>`__
* `Forward-mode Automatic Differentiation <https://pytorch.org/tutorials/intermediate/forward_ad_usage.html?utm_source=whats_new_tutorials&utm_medium=forward_ad>`__ (added functorch API capabilities)
Expand Down Expand Up @@ -579,10 +580,17 @@ What's new in PyTorch tutorials?
.. customcarditem::
:header: Getting Started with Fully Sharded Data Parallel(FSDP)
:card_description: Learn how to train models with Fully Sharded Data Parallel package.
:image: _static/img/thumbnails/cropped/Getting Started with FSDP.png
:image: _static/img/thumbnails/cropped/Getting-Started-with-FSDP.png
:link: intermediate/FSDP_tutorial.html
:tags: Parallel-and-Distributed-Training

.. customcarditem::
:header: Advanced Model Training with Fully Sharded Data Parallel (FSDP)
:card_description: Explore advanced model training with Fully Sharded Data Parallel package.
:image: _static/img/thumbnails/cropped/Getting-Started-with-FSDP.png
:link: intermediate/FSDP_adavnced_tutorial.html
:tags: Parallel-and-Distributed-Training

.. Mobile

.. customcarditem::
Expand Down Expand Up @@ -857,6 +865,7 @@ Additional Resources
intermediate/ddp_tutorial
intermediate/dist_tuto
intermediate/FSDP_tutorial
intermediate/FSDP_adavnced_tutorial
intermediate/process_group_cpp_extension_tutorial
intermediate/rpc_tutorial
intermediate/rpc_param_server_tutorial
Expand Down
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