Merge pull request #214945 from LouisBerner/v-lberner-ADO_2000342

Added first note

Author: prmerger-automator[bot]

articles/databox-online/azure-stack-edge-gpu-configure-gpu-modules.md

@@ -7,18 +7,20 @@ author: alkohli
 ms.service: databox
 ms.subservice: edge
 ms.topic: how-to
-ms.date: 03/12/2021
+ms.date: 10/19/2022
 ms.author: alkohli
 ---
 # Configure and run a module on GPU on Azure Stack Edge Pro device
 
 [!INCLUDE [applies-to-GPU-and-pro-r-skus](../../includes/azure-stack-edge-applies-to-gpu-pro-r-sku.md)]
 
+> [!NOTE]
+> We strongly recommend that you deploy the latest IoT Edge version in a Linux VM. The managed IoT Edge on Azure Stack Edge uses an older version of IoT Edge runtime that doesn’t have the latest features and patches. For instructions, see how to [Deploy an Ubuntu VM](azure-stack-edge-gpu-deploy-iot-edge-linux-vm.md). For more information on other supported Linux distributions that can run IoT Edge, see [Azure IoT Edge supported systems – Container engines](../iot-edge/support.md#linux-containers).
+
 Your Azure Stack Edge Pro device contains one or more Graphics Processing Unit (GPU). GPUs are a popular choice for AI computations as they offer parallel processing capabilities and are faster at image rendering than Central Processing Units (CPUs). For more information on the GPU contained in your Azure Stack Edge Pro device, go to [Azure Stack Edge Pro device technical specifications](azure-stack-edge-gpu-technical-specifications-compliance.md).
 
 This article describes how to configure and run a module on the GPU on your Azure Stack Edge Pro device. In this article, you will use a publicly available container module **Digits** written for Nvidia T4 GPUs. This procedure can be used to configure any other modules published by Nvidia for these GPUs.
 
-
 ## Prerequisites
 
 Before you begin, make sure that:

articles/databox-online/azure-stack-edge-gpu-deploy-compute-module-simple.md

@@ -7,7 +7,7 @@ author: alkohli
 ms.service: databox
 ms.subservice: edge
 ms.topic: tutorial
-ms.date: 02/22/2021
+ms.date: 10/19/2022
 ms.author: alkohli
 # Customer intent: As an IT admin, I need to understand how to configure compute on Azure Stack Edge Pro so I can use it to transform the data before sending it to Azure.
 ---
@@ -16,6 +16,9 @@ ms.author: alkohli
 
 [!INCLUDE [applies-to-GPU-and-pro-r-skus](../../includes/azure-stack-edge-applies-to-gpu-pro-r-sku.md)]
 
+> [!NOTE]
+> We strongly recommend that you deploy the latest IoT Edge version in a Linux VM. The managed IoT Edge on Azure Stack Edge uses an older version of IoT Edge runtime that doesn’t have the latest features and patches. For instructions, see how to [Deploy an Ubuntu VM](azure-stack-edge-gpu-deploy-iot-edge-linux-vm.md). For more information on other supported Linux distributions that can run IoT Edge, see [Azure IoT Edge supported systems – Container engines](../iot-edge/support.md#linux-containers).
+
 This tutorial describes how to run a compute workload using an IoT Edge module on your Azure Stack Edge Pro GPU device. After you configure the compute, the device will transform the data before sending it to Azure.
 
 This procedure can take around 10 to 15 minutes to complete.

articles/databox-online/azure-stack-edge-gpu-deploy-sample-module-marketplace.md

@@ -7,14 +7,17 @@ author: alkohli
 ms.service: databox
 ms.subservice: edge
 ms.topic: how-to
-ms.date: 02/22/2021
+ms.date: 10/19/2022
 ms.author: alkohli
 ---
 
 # Deploy a GPU enabled IoT module from Azure Marketplace on Azure Stack Edge Pro GPU device
 
 [!INCLUDE [applies-to-GPU-and-pro-r-skus](../../includes/azure-stack-edge-applies-to-gpu-pro-r-sku.md)]
 
+> [!NOTE]
+> We strongly recommend that you deploy the latest IoT Edge version in a Linux VM. The managed IoT Edge on Azure Stack Edge uses an older version of IoT Edge runtime that doesn’t have the latest features and patches. For instructions, see how to [Deploy an Ubuntu VM](azure-stack-edge-gpu-deploy-iot-edge-linux-vm.md). For more information on other supported Linux distributions that can run IoT Edge, see [Azure IoT Edge supported systems – Container engines](../iot-edge/support.md#linux-containers).
+
 This article describes how to deploy a Graphics Processing Unit (GPU) enabled IoT Edge module from Azure Marketplace on your Azure Stack Edge Pro device. 
 
 In this article, you learn how to:

articles/databox-online/azure-stack-edge-gpu-deploy-sample-module.md

@@ -7,14 +7,17 @@ author: alkohli
 ms.service: databox
 ms.subservice: edge
 ms.topic: how-to
-ms.date: 06/28/2022
+ms.date: 10/19/2022
 ms.author: alkohli
 ---
 
 # Deploy a GPU enabled IoT module on Azure Stack Edge Pro GPU device
 
 [!INCLUDE [applies-to-gpu-pro-pro2-and-pro-r-skus](../../includes/azure-stack-edge-applies-to-gpu-pro-pro-2-pro-r-sku.md)]
 
+> [!NOTE]
+> We strongly recommend that you deploy the latest IoT Edge version in a Linux VM. The managed IoT Edge on Azure Stack Edge uses an older version of IoT Edge runtime that doesn’t have the latest features and patches. For instructions, see how to [Deploy an Ubuntu VM](azure-stack-edge-gpu-deploy-iot-edge-linux-vm.md). For more information on other supported Linux distributions that can run IoT Edge, see [Azure IoT Edge supported systems – Container engines](../iot-edge/support.md#linux-containers).
+
 This article describes how to deploy a GPU enabled IoT Edge module on your Azure Stack Edge Pro GPU device. 
 
 In this article, you learn how to:

articles/databox-online/azure-stack-edge-gpu-modify-fpga-modules-gpu.md

@@ -6,7 +6,7 @@ author: alkohli
 ms.service: databox
 ms.subservice: edge
 ms.topic: how-to
-ms.date: 02/22/2021
+ms.date: 10/18/2021
 ms.author: alkohli
 ms.custom: ignite-fall-2021
 ---
@@ -15,6 +15,9 @@ ms.custom: ignite-fall-2021
 
 [!INCLUDE [applies-to-GPU-and-pro-r-skus](../../includes/azure-stack-edge-applies-to-gpu-pro-r-sku.md)]
 
+> [!NOTE]
+> We strongly recommend that you deploy the latest IoT Edge version in a Linux VM. The managed IoT Edge on Azure Stack Edge uses an older version of IoT Edge runtime that doesn’t have the latest features and patches. For instructions, see how to [Deploy an Ubuntu VM](azure-stack-edge-gpu-deploy-iot-edge-linux-vm.md). For more information on other supported Linux distributions that can run IoT Edge, see [Azure IoT Edge supported systems – Container engines](../iot-edge/support.md#linux-containers).
+
 This article details the changes needed for a docker-based IoT Edge module that runs on Azure Stack Edge Pro FPGA so it can run on a Kubernetes-based IoT Edge platform on Azure Stack Edge Pro GPU device. 
 
 ## About IoT Edge implementation