Add links

Author: Svetlana Karslioglu

distributed/home.rst

@@ -28,7 +28,7 @@ Learn DDP
      .. grid-item-card:: :octicon:`file-code;1em`
         DDP Intro Video Tutorials
         :shadow: none
-        :link: https://example.com
+        :link: https://pytorch.org/tutorials/beginner/ddp_series_intro.html?utm_source=distr_landing&utm_medium=ddp_series_intro
         :link-type: url
 
         A step-by-step video series on how to get started with
@@ -37,9 +37,9 @@ Learn DDP
         :octicon:`code;1em` Code :octicon:`square-fill;1em` :octicon:`video;1em` Video
 
      .. grid-item-card:: :octicon:`file-code;1em`
-        Getting Started with PyTorch Distributed
+        Getting Started with Distributed Data Parallel
         :shadow: none
-        :link: https://example.com
+        :link: https://pytorch.org/tutorials/intermediate/ddp_tutorial.html?utm_source=distr_landing&utm_medium=intermediate_ddp_tutorial
         :link-type: url
 
         This tutorial provides a short and gentle intro to the PyTorch
@@ -51,7 +51,7 @@ Learn DDP
         Distributed Training with Uneven Inputs Using
         the Join Context Manager
         :shadow: none
-        :link: ../advanced_source/generic_join.rst
+        :link: https://pytorch.org/tutorials/advanced/generic_join.html?utm_source=distr_landing&utm_medium=generic_join
         :link-type: url
 
         This tutorial provides a short and gentle intro to the PyTorch
@@ -69,7 +69,7 @@ Learn FSDP
      .. grid-item-card:: :octicon:`file-code;1em`
         Getting Started with FSDP
         :shadow: none
-        :link: https://example.com
+        :link: https://pytorch.org/tutorials/intermediate/FSDP_tutorial.html?utm_source=distr_landing&utm_medium=FSDP_getting_started
         :link-type: url
 
         This tutorial demonstrates how you can perform distributed training
@@ -80,7 +80,7 @@ Learn FSDP
      .. grid-item-card:: :octicon:`file-code;1em`
         FSDP Advanced
         :shadow: none
-        :link: https://example.com
+        :link: https://pytorch.org/tutorials/intermediate/FSDP_adavnced_tutorial.html?utm_source=distr_landing&utm_medium=FSDP_advanced
         :link-type: url
 
         In this tutorial, you will learn how to fine-tune a HuggingFace (HF) T5
@@ -98,7 +98,7 @@ Learn RPC
      .. grid-item-card:: :octicon:`file-code;1em`
         Getting Started with Distributed RPC Framework
         :shadow: none
-        :link: https://example.com
+        :link: https://pytorch.org/tutorials/intermediate/rpc_tutorial.html?utm_source=distr_landing&utm_medium=rpc_getting_started
         :link-type: url
 
         This tutorial demonstrates how to get started with RPC-based distributed
@@ -109,7 +109,7 @@ Learn RPC
      .. grid-item-card:: :octicon:`file-code;1em`
         Implementing a Parameter Server Using Distributed RPC Framework
         :shadow: none
-        :link: https://example.com
+        :link: https://pytorch.org/tutorials/intermediate/rpc_param_server_tutorial.html?utm_source=distr_landing&utm_medium=rpc_param_server_tutorial
         :link-type: url
 
         This tutorial walks you through a simple example of implementing a
@@ -120,7 +120,7 @@ Learn RPC
      .. grid-item-card:: :octicon:`file-code;1em`
         Implementing Batch RPC Processing Using Asynchronous Executions
         :shadow: none
-        :link: https://example.com
+        :link: https://pytorch.org/tutorials/intermediate/rpc_async_execution.html?utm_source=distr_landing&utm_medium=rpc_async_execution
         :link-type: url
 
         In this tutorial you will build batch-processing RPC applications
@@ -133,7 +133,7 @@ Learn RPC
      .. grid-item-card:: :octicon:`file-code;1em`
         Combining Distributed DataParallel with Distributed RPC Framework
         :shadow: none
-        :link: https://example.com
+        :link: https://pytorch.org/tutorials/advanced/rpc_ddp_tutorial.html?utm_source=distr_landing&utm_medium=rpc_plus_ddp
         :link-type: url
 
         In this tutorial you will learn how to combine distributed data
@@ -151,7 +151,7 @@ Custom Extensions
      .. grid-item-card:: :octicon:`file-code;1em`
         Customize Process Group Backends Using Cpp Extensions
         :shadow: none
-        :link: intermediate/process_group_cpp_extension_tutorial.html
+        :link: https://pytorch.org/tutorials/intermediate/process_group_cpp_extension_tutorial.html?utm_source=distr_landing&utm_medium=custom_extensions_cpp
         :link-type: url
 
         In this tutorial you will learn to implement a custom `ProcessGroup`