From bf161046a19b23bb25673ee1854ab3c3ba27520d Mon Sep 17 00:00:00 2001
From: sekyondaMeta <127536312+sekyondaMeta@users.noreply.github.com>
Date: Tue, 21 Jan 2025 12:39:51 -0500
Subject: [PATCH 1/3] Update cpp_autograd.rst

Update to links
---
 advanced_source/cpp_autograd.rst | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/advanced_source/cpp_autograd.rst b/advanced_source/cpp_autograd.rst
index d09f877e5a2..f892cee48e1 100644
--- a/advanced_source/cpp_autograd.rst
+++ b/advanced_source/cpp_autograd.rst
@@ -255,9 +255,9 @@ Out:
   [ CPUFloatType{3,4} ]
 
 Please see the documentation for ``torch::autograd::backward``
-(`link <https://pytorch.org/cppdocs/api/function_namespacetorch_1_1autograd_1afa9b5d4329085df4b6b3d4b4be48914b.html>`_)
+(`link <https://pytorch.org/cppdocs/api/function_namespacetorch_1_1autograd_1a1403bf65b1f4f8c8506a9e6e5312d030.html#function-torch-autograd-backward>`_)
 and ``torch::autograd::grad``
-(`link <https://pytorch.org/cppdocs/api/function_namespacetorch_1_1autograd_1a1e03c42b14b40c306f9eb947ef842d9c.html>`_)
+(`link <https://pytorch.org/cppdocs/api/function_namespacetorch_1_1autograd_1ab9fa15dc09a8891c26525fb61d33401a.html#function-torch-autograd-grad>`_)
 for more information on how to use them.
 
 Using custom autograd function in C++

From 47519db5b5a483423e6765372a930d9608adaaf8 Mon Sep 17 00:00:00 2001
From: sekyondaMeta <127536312+sekyondaMeta@users.noreply.github.com>
Date: Tue, 21 Jan 2025 13:58:23 -0500
Subject: [PATCH 2/3] Update cpp_autograd.rst

---
 advanced_source/cpp_autograd.rst | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/advanced_source/cpp_autograd.rst b/advanced_source/cpp_autograd.rst
index f892cee48e1..ba7b2bffba1 100644
--- a/advanced_source/cpp_autograd.rst
+++ b/advanced_source/cpp_autograd.rst
@@ -255,9 +255,9 @@ Out:
   [ CPUFloatType{3,4} ]
 
 Please see the documentation for ``torch::autograd::backward``
-(`link <https://pytorch.org/cppdocs/api/function_namespacetorch_1_1autograd_1a1403bf65b1f4f8c8506a9e6e5312d030.html#function-torch-autograd-backward>`_)
+(`link <https://pytorch.org/cppdocs/api/function_namespacetorch_1_1autograd_1a1403bf65b1f4f8c8506a9e6e5312d030.html>`_)
 and ``torch::autograd::grad``
-(`link <https://pytorch.org/cppdocs/api/function_namespacetorch_1_1autograd_1ab9fa15dc09a8891c26525fb61d33401a.html#function-torch-autograd-grad>`_)
+(`link <https://pytorch.org/cppdocs/api/function_namespacetorch_1_1autograd_1ab9fa15dc09a8891c26525fb61d33401a.html>`_)
 for more information on how to use them.
 
 Using custom autograd function in C++

From 907d87c9d6980a376b32aa381c1a90a960716ab5 Mon Sep 17 00:00:00 2001
From: sekyondaMeta <127536312+sekyondaMeta@users.noreply.github.com>
Date: Tue, 21 Jan 2025 14:26:19 -0500
Subject: [PATCH 3/3] Update cpp_autograd.rst

---
 advanced_source/cpp_autograd.rst | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/advanced_source/cpp_autograd.rst b/advanced_source/cpp_autograd.rst
index ba7b2bffba1..51e5e0b358f 100644
--- a/advanced_source/cpp_autograd.rst
+++ b/advanced_source/cpp_autograd.rst
@@ -394,9 +394,9 @@ C++ using the following table:
 +--------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Python                         | C++                                                                                                                                                                    |
 +================================+========================================================================================================================================================================+
-| ``torch.autograd.backward``    | ``torch::autograd::backward`` (`link <https://pytorch.org/cppdocs/api/function_namespacetorch_1_1autograd_1afa9b5d4329085df4b6b3d4b4be48914b.html>`_)                  |
+| ``torch.autograd.backward``    | ``torch::autograd::backward`` (`link <https://pytorch.org/cppdocs/api/function_namespacetorch_1_1autograd_1a1403bf65b1f4f8c8506a9e6e5312d030.html>`_)                  |
 +--------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
-| ``torch.autograd.grad``        | ``torch::autograd::grad`` (`link <https://pytorch.org/cppdocs/api/function_namespacetorch_1_1autograd_1a1e03c42b14b40c306f9eb947ef842d9c.html>`_)                      |
+| ``torch.autograd.grad``        | ``torch::autograd::grad`` (`link <https://pytorch.org/cppdocs/api/function_namespacetorch_1_1autograd_1ab9fa15dc09a8891c26525fb61d33401a.html>`_)                      |
 +--------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
 | ``torch.Tensor.detach``        | ``torch::Tensor::detach`` (`link <https://pytorch.org/cppdocs/api/classat_1_1_tensor.html#_CPPv4NK2at6Tensor6detachEv>`_)                                              |
 +--------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------+