Merge branch 'pytorch:main' into dist_homepage

Author: weifengpy

.ci/docker/requirements.txt

@@ -1,7 +1,6 @@
 # --extra-index-url https://download.pytorch.org/whl/cu117/index.html # Use this to run/publish tutorials against the latest binaries during the RC stage. Comment out after the release. Each release verify the correct cuda version.
 # Refer to ./jenkins/build.sh for tutorial build instructions.
 
-
 # Sphinx dependencies
 sphinx==7.2.6
 sphinx-gallery==0.19.0
@@ -16,6 +15,7 @@ pypandoc==1.15
 pandocfilters==1.5.1
 markdown==3.8.2
 
+
 # PyTorch Theme
 -e git+https://github.com/pytorch/pytorch_sphinx_theme.git@pytorch_sphinx_theme2#egg=pytorch_sphinx_theme2
 

index.rst

@@ -666,13 +666,6 @@ Welcome to PyTorch Tutorials
    :link: intermediate/FSDP_tutorial.html
    :tags: Parallel-and-Distributed-Training
 
-.. customcarditem::
-   :header: Advanced Model Training with Fully Sharded Data Parallel (FSDP1)
-   :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_advanced_tutorial.html
-   :tags: Parallel-and-Distributed-Training
-
 .. customcarditem::
    :header: Introduction to Libuv TCPStore Backend
    :card_description: TCPStore now uses a new server backend for faster connection and better scalability.

intermediate_source/FSDP_tutorial.rst

@@ -4,7 +4,7 @@ Getting Started with Fully Sharded Data Parallel (FSDP2)
 **Author**: `Wei Feng <https://github.com/weifengpy>`__, `Will Constable <https://github.com/wconstab>`__, `Yifan Mao <https://github.com/mori360>`__
 
 .. note::
-   |edit| Check out the code in this tutorial from `pytorch/examples <https://github.com/pytorch/examples/tree/main/distributed/FSDP2>`_. FSDP1 will be deprecated. The old tutorial can be found `here <https://docs.pytorch.org/tutorials/intermediate/FSDP1_tutorial.html>`_.
+   |edit| Check out the code in this tutorial from `pytorch/examples <https://github.com/pytorch/examples/tree/main/distributed/FSDP2>`_. FSDP1 is deprecated. FSDP1 tutorials are archived in `[1] <https://docs.pytorch.org/tutorials/intermediate/FSDP1_tutorial.html>`_ and `[2] <https://docs.pytorch.org/tutorials/intermediate/FSDP_advanced_tutorial.html>`_
 
 How FSDP2 works
 --------------