From 0cd772de8249d9418aca52b54c0d1406ebe68c21 Mon Sep 17 00:00:00 2001
From: Svetlana Karslioglu <svekars@meta.com>
Date: Tue, 28 Jan 2025 14:34:33 -0800
Subject: [PATCH 1/3] Update what's new in tutorials

---
 index.rst | 19 ++++++++++++-------
 1 file changed, 12 insertions(+), 7 deletions(-)

diff --git a/index.rst b/index.rst
index 91194d6f480..6193f53dc2d 100644
--- a/index.rst
+++ b/index.rst
@@ -3,13 +3,18 @@ Welcome to PyTorch Tutorials
 
 **What's new in PyTorch tutorials?**
 
-* `Compiled Autograd: Capturing a larger backward graph for torch.compile <https://pytorch.org/tutorials/intermediate/compiled_autograd_tutorial>`__
-* `Reducing torch.compile cold start compilation time with regional compilation <https://pytorch.org/tutorials/recipes/regional_compilation.html>`__
-* `Introduction to TorchRec <https://pytorch.org/tutorials/intermediate/torchrec_intro_tutorial.html>`__
-* `(prototype) Flight Recorder for Debugging Stuck Jobs <https://pytorch.org/tutorials/prototype/flight_recorder_tutorial.html>`__
-* `(prototype) How to use TorchInductor on Windows CPU <https://pytorch.org/tutorials/prototype/inductor_windows_cpu.html>`__
-* `(prototype) Using Max-Autotune Compilation on CPU for Better Performance <https://pytorch.org/tutorials/prototype/max_autotune_on_CPU_tutorial.html>`__
-* `(prototype) Autoloading Out-of-Tree Extension <https://pytorch.org/tutorials/prototype/python_extension_autoload.html>`__
+* `Dynamic Compilation Control with torch.compiler.set_stance <https://pytorch.org/tutorials/recipes/torch_compiler_set_stance_tutorial.html>`__
+
+* `Accelerating PyTorch Transformers by replacing nn.Transformer with Nested Tensors and torch.compile() <https://pytorch.org/tutorials/intermediate/transformer_building_blocks.html>`__
+
+* `Understanding the torch.export Flow and Solutions to Common Challenges
+<https://pytorch.org/tutorials/recipes/torch_export_challenges_solutions.html>`__
+
+* Updated `torch.export Tutorial <https://pytorch.org/tutorials/intermediate/torch_export_tutorial.html#constraints-dynamic-shapes>`__ with automatic dynamic shapes ``Dim.AUTO``
+
+* Updated `torch.export AOTInductor Tutorial for Python runtime <https://pytorch.org/tutorials/recipes/torch_export_aoti_python.html>`__
+
+* Updated `Using User-Defined Triton Kernels with torch.compile <https://pytorch.org/tutorials/recipes/torch_compile_user_defined_triton_kernel_tutorial.html#composability>`__ with new ``torch.library.triton_op``
 
 .. raw:: html
 

From 11469d9bf5e9dc471b8a19ac0bb02714c748df0d Mon Sep 17 00:00:00 2001
From: Svetlana Karslioglu <svekars@meta.com>
Date: Wed, 29 Jan 2025 09:14:35 -0800
Subject: [PATCH 2/3] Update index.rst

---
 index.rst | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/index.rst b/index.rst
index 6193f53dc2d..8fe6cb5012a 100644
--- a/index.rst
+++ b/index.rst
@@ -7,8 +7,7 @@ Welcome to PyTorch Tutorials
 
 * `Accelerating PyTorch Transformers by replacing nn.Transformer with Nested Tensors and torch.compile() <https://pytorch.org/tutorials/intermediate/transformer_building_blocks.html>`__
 
-* `Understanding the torch.export Flow and Solutions to Common Challenges
-<https://pytorch.org/tutorials/recipes/torch_export_challenges_solutions.html>`__
+* `Understanding the torch.export Flow and Solutions to Common Challenges <https://pytorch.org/tutorials/recipes/torch_export_challenges_solutions.html>`__
 
 * Updated `torch.export Tutorial <https://pytorch.org/tutorials/intermediate/torch_export_tutorial.html#constraints-dynamic-shapes>`__ with automatic dynamic shapes ``Dim.AUTO``
 

From eed7f49b8c215992cb0b30bfd90aa036b03cf2d8 Mon Sep 17 00:00:00 2001
From: Svetlana Karslioglu <svekars@meta.com>
Date: Wed, 29 Jan 2025 09:17:19 -0800
Subject: [PATCH 3/3] Update index.rst

---
 index.rst | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/index.rst b/index.rst
index 8fe6cb5012a..25fffe86bff 100644
--- a/index.rst
+++ b/index.rst
@@ -4,15 +4,10 @@ Welcome to PyTorch Tutorials
 **What's new in PyTorch tutorials?**
 
 * `Dynamic Compilation Control with torch.compiler.set_stance <https://pytorch.org/tutorials/recipes/torch_compiler_set_stance_tutorial.html>`__
-
 * `Accelerating PyTorch Transformers by replacing nn.Transformer with Nested Tensors and torch.compile() <https://pytorch.org/tutorials/intermediate/transformer_building_blocks.html>`__
-
 * `Understanding the torch.export Flow and Solutions to Common Challenges <https://pytorch.org/tutorials/recipes/torch_export_challenges_solutions.html>`__
-
 * Updated `torch.export Tutorial <https://pytorch.org/tutorials/intermediate/torch_export_tutorial.html#constraints-dynamic-shapes>`__ with automatic dynamic shapes ``Dim.AUTO``
-
 * Updated `torch.export AOTInductor Tutorial for Python runtime <https://pytorch.org/tutorials/recipes/torch_export_aoti_python.html>`__
-
 * Updated `Using User-Defined Triton Kernels with torch.compile <https://pytorch.org/tutorials/recipes/torch_compile_user_defined_triton_kernel_tutorial.html#composability>`__ with new ``torch.library.triton_op``
 
 .. raw:: html