From e0927976d06d163ed09fe5bd80d013e1cfa0c463 Mon Sep 17 00:00:00 2001
From: Ella Charlaix <80481427+echarlaix@users.noreply.github.com>
Date: Mon, 4 Dec 2023 15:06:08 +0100
Subject: [PATCH] Add amd documentation (#1557)

* add install instructions

* add link

* add links

* Update README.md

* Update docs/source/installation.mdx

---------

Co-authored-by: fxmarty <9808326+fxmarty@users.noreply.github.com>
---
 README.md                    | 1 +
 docs/source/index.mdx        | 6 +++---
 docs/source/installation.mdx | 2 +-
 3 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index c86fa19c5a6..d18cc041012 100644
--- a/README.md
+++ b/README.md
@@ -19,6 +19,7 @@ If you'd like to use the accelerator-specific features of 🤗 Optimum, you can
 | [ONNX Runtime](https://onnxruntime.ai/docs/)                                                                           | `pip install --upgrade-strategy eager optimum[onnxruntime]`       |
 | [Intel Neural Compressor](https://www.intel.com/content/www/us/en/developer/tools/oneapi/neural-compressor.html)       | `pip install --upgrade-strategy eager optimum[neural-compressor]`|
 | [OpenVINO](https://docs.openvino.ai/latest/index.html)                                                                 | `pip install --upgrade-strategy eager optimum[openvino,nncf]`    |
+| [AMD Instinct GPUs and Ryzen AI NPU](https://www.amd.com/en/graphics/instinct-server-accelerators)                                      | `pip install --upgrade-strategy eager optimum[amd]`              |
 | [Habana Gaudi Processor (HPU)](https://habana.ai/training/)                                                            | `pip install --upgrade-strategy eager optimum[habana]`           |
 | [FuriosaAI](https://www.furiosa.ai/)                                                                                   | `pip install --upgrade-strategy eager optimum[furiosa]`          |
 
diff --git a/docs/source/index.mdx b/docs/source/index.mdx
index 0c9a9c87f1e..d3c7399a4c7 100644
--- a/docs/source/index.mdx
+++ b/docs/source/index.mdx
@@ -33,9 +33,9 @@ As such, Optimum enables developers to efficiently use any of these platforms wi
       ><div class="w-full text-center bg-gradient-to-br from-orange-400 to-orange-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">AWS Trainium/Inferentia</div>
       <p class="text-gray-700">Accelerate your training and inference workflows with <span class="underline" onclick="event.preventDefault(); window.open('https://aws.amazon.com/machine-learning/trainium/', '_blank');">AWS Trainium</span> and <span class="underline" onclick="event.preventDefault(); window.open('https://aws.amazon.com/machine-learning/inferentia/', '_blank');">AWS Inferentia</span></p>
     </a>
-    <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href=""
-      ><div class="w-full text-center bg-gradient-to-br from-red-600 to-red-600 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">AMD Instinct GPUs</div>
-      <p class="text-gray-700">Available soon <span class="underline" onclick="event.preventDefault(); window.open('https://www.amd.com/en/graphics/instinct-server-accelerators', '_blank');">AMD Instinct GPUs </span></p>
+    <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="./amd/index"
+      ><div class="w-full text-center bg-gradient-to-br from-red-600 to-red-600 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">AMD</div>
+      <p class="text-gray-700">Enable performance optimizations for <span class="underline" onclick="event.preventDefault(); window.open('https://www.amd.com/en/graphics/instinct-server-accelerators', '_blank');">AMD Instinct GPUs</span> and <span class="underline" onclick="event.preventDefault(); window.open('https://ryzenai.docs.amd.com/en/latest/index.html', '_blank');">AMD Ryzen AI IPUs</span></p>
     </a>
     <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="./furiosa/index"
       ><div class="w-full text-center bg-gradient-to-br from-green-400 to-green-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">FuriosaAI</div>
diff --git a/docs/source/installation.mdx b/docs/source/installation.mdx
index d8a41d973fb..cf84d429ea6 100644
--- a/docs/source/installation.mdx
+++ b/docs/source/installation.mdx
@@ -25,7 +25,7 @@ If you'd like to use the accelerator-specific features of 🤗 Optimum, you can
 | [ONNX runtime](https://onnxruntime.ai/docs/)                                                                           | `pip install --upgrade-strategy eager install optimum[onnxruntime]`|
 | [Intel Neural Compressor (INC)](https://www.intel.com/content/www/us/en/developer/tools/oneapi/neural-compressor.html) | `pip install --upgrade-strategy eager optimum[neural-compressor]`  |
 | [Intel OpenVINO](https://docs.openvino.ai/latest/index.html)                                                           | `pip install --upgrade-strategy eager optimum[openvino,nncf]`      |
-| [AMD Instinct GPUs](https://www.amd.com/en/graphics/instinct-server-accelerators)                                      | Available soon                                                     |
+| [AMD Instinct GPUs and Ryzen AI NPU](https://www.amd.com/en/graphics/instinct-server-accelerators)                                      | `pip install --upgrade-strategy eager optimum[amd]`                |
 | [Habana Gaudi Processor (HPU)](https://habana.ai/training/)                                                            | `pip install --upgrade-strategy eager optimum[habana]`             |
 | [FuriosaAI](https://www.furiosa.ai/)                                                                                   | `pip install --upgrade-strategy eager optimum[furiosa]`            |