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AKS-Arc/deploy-ai-model.md

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@@ -4,7 +4,7 @@ description: Learn how to deploy an AI model on AKS Arc with the Kubernetes AI t
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author: sethmanheim
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ms.author: sethm
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ms.topic: how-to
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ms.date: 12/06/2024
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ms.date: 03/21/2025
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ms.reviewer: haojiehang
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ms.lastreviewed: 12/03/2024
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### [Azure CLI](#tab/azurecli)
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To create a GPU node pool using Azure CLI, run the following command. The GPU VM SKU used in the following example is for the **A16** model; for the full list of VM SKUs, see [Supported VM sizes](deploy-gpu-node-pool.md#supported-vm-sizes).
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To create a GPU node pool using Azure CLI, run the following command. The GPU VM SKU used in the following example is for the **A16** model; for the full list of VM SKUs, see [Supported VM sizes](scale-requirements.md#supported-vm-sizes).
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```azurecli
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az aksarc nodepool add --name "samplenodepool" --cluster-name "samplecluster" --resource-group "sample-rg" --node-vm-size "Standard_NC16_A16" --os-type "Linux"

AKS-Arc/deploy-gpu-node-pool.md

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description: Learn how to deploy GPU-enabled node pools in AKS enabled by Arc.
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author: sethmanheim
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ms.topic: how-to
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ms.date: 02/29/2024
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ms.date: 03/21/2025
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ms.author: sethm
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ms.lastreviewed: 06/05/2024
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ms.reviewer: baziwane
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ms.lastreviewed: 03/21/2025
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ms.reviewer: abha
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# Intent: As an IT Pro, I want to learn how to deploy GPU-enabled node pools
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# Keyword: Run GPU workloads on Kubernetes
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Graphical Processing Units (GPU) are used for compute-intensive workloads such as machine learning, deep learning, and more. This article describes how to use GPUs for compute-intensive workloads in AKS enabled by Azure Arc.
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## Supported GPU models
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The following GPU models are supported by AKS on Azure Local, version 23H2:
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| Manufacturer | GPU model | Supported version |
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|--------------|-----------|-------------------|
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| NVidia | A2 | 2311.2 |
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| NVidia | A16 | 2402.0 |
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| NVidia | T4 | 2408.0 |
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## Supported VM sizes
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The following VM sizes for each GPU models are supported by AKS on Azure Local, version 23H2.
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### Nvidia T4 is supported by NK T4 SKUs
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| VM size | GPUs | GPU Memory: GiB | vCPU | Memory: GiB |
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|-----------------|---|----|-----|----|
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| Standard_NK6 | 1 | 8 | 6 | 12 |
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| Standard_NK12 | 2 | 16 | 12 | 24 |
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### Nvidia A2 is supported by NC2 A2 SKUs
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| VM size | GPUs | GPU Memory: GiB | vCPU | Memory: GiB |
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|-------------------|---|----|----|----|
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| Standard_NC4_A2 | 1 | 16 | 4 | 8 |
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| Standard_NC8_A2 | 1 | 16 | 8 | 16 |
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| Standard_NC16_A2 | 2 | 48 | 16 | 64 |
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| Standard_NC32_A2 | 2 | 48 | 32 | 128 |
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### Nvidia A16 is supported by NC2 A16 SKUs
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| VM size | GPUs | GPU Memory: GiB | vCPU | Memory: GiB |
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|--------------------|---|----|----|----|
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| Standard_NC4_A16 | 1 | 16 | 4 | 8 |
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| Standard_NC8_A16 | 1 | 16 | 8 | 16 |
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| Standard_NC16_A16 | 2 | 48 | 16 | 64 |
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| Standard_NC32_A16 | 2 | 48 | 32 | 128 |
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## Before you begin
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To use GPUs in AKS Arc, make sure you installed the necessary GPU drivers before you begin the deployment of the cluster. Follow the steps in this section.
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## Next steps
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- [Supported VM sizes](scale-requirements.md)
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- [Use GPUs (AKS on Azure Local 22H2)](deploy-gpu-node-pool-22h2.md)
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- [AKS overview](aks-hybrid-options-overview.md)

AKS-Arc/scale-requirements.md

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title: Scale requirements for AKS on Azure Local
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description: Learn about scale requirements for AKS on Azure Local.
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ms.topic: conceptual
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ms.date: 03/10/2025
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ms.date: 03/21/2025
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author: sethmanheim
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| Standard_D8s_v3 | 8 | 32 |
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| Standard_K8S3_v1 | 4 | 6 |
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For more worker node sizes with GPU support, see [Use GPUs](deploy-gpu-node-pool.md).
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For more worker node sizes with GPU support, see the next section.
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## Supported GPU models
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The following GPU models are supported by AKS on Azure Local, version 23H2:
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| Manufacturer | GPU model | Supported version |
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|--------------|-----------|-------------------|
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| NVidia | A2 | 2311.2 |
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| NVidia | A16 | 2402.0 |
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| NVidia | T4 | 2408.0 |
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## Supported VM sizes
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The following VM sizes for each GPU models are supported by AKS on Azure Local, version 23H2.
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### Nvidia T4 is supported by NK T4 SKUs
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| VM size | GPUs | GPU Memory: GiB | vCPU | Memory: GiB |
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|-----------------|---|----|-----|----|
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| Standard_NK6 | 1 | 8 | 6 | 12 |
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| Standard_NK12 | 2 | 16 | 12 | 24 |
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### Nvidia A2 is supported by NC2 A2 SKUs
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| VM size | GPUs | GPU Memory: GiB | vCPU | Memory: GiB |
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|-------------------|---|----|----|----|
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| Standard_NC4_A2 | 1 | 16 | 4 | 8 |
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| Standard_NC8_A2 | 1 | 16 | 8 | 16 |
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| Standard_NC16_A2 | 2 | 48 | 16 | 64 |
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| Standard_NC32_A2 | 2 | 48 | 32 | 128 |
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### Nvidia A16 is supported by NC2 A16 SKUs
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| VM size | GPUs | GPU Memory: GiB | vCPU | Memory: GiB |
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|--------------------|---|----|----|----|
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| Standard_NC4_A16 | 1 | 16 | 4 | 8 |
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| Standard_NC8_A16 | 1 | 16 | 8 | 16 |
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| Standard_NC16_A16 | 2 | 48 | 16 | 64 |
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| Standard_NC32_A16 | 2 | 48 | 32 | 128 |
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## Next steps
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azure-local/TOC.yml

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href: manage/connect-arc-vm-using-ssh.md
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- name: Manage Arc VMs
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- name: Manage Arc VM resources
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- name: Manage Azure Local VM resources
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- name: Manage VM extensions
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- name: Extended Security Updates (ESUs)
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- name: Collect log files for Azure Arc VM
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- name: Collect log files for Azure Local VM
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href: manage/collect-log-files-arc-enabled-vms.md
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- name: Troubleshoot
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- name: Trusted launch for Arc VMs
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items:
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- name: What is Trusted launch for Arc VMs?
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- name: What is Trusted launch for Azure Local VMs?
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href: manage/trusted-launch-vm-overview.md
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- name: Automatic virtual TPM state transfer
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href: manage/trusted-launch-automatic-state-transfer.md

azure-local/concepts/billing.md

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title: Azure Local billing and payment
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description: How billing and payment works in Azure Local.
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author: alkohli
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ms.author: alkohli
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azure-local/concepts/compare-vm-management-capabilities.md

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title: Compare management capabilities of Azure Local VMs
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description: Learn about the kinds of virtual machines (VMs) that can run on Azure Local and compare their management capabilities.
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author: alkohli
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ms.author: alkohli
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---
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azure-local/concepts/compare-windows-server.md

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title: Compare Azure Local to Windows Server
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description: This topic helps you determine whether Azure Local or Windows Server is right for your organization.
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author: alkohli
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azure-local/concepts/data-collection.md

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title: Azure Stack HCI data collection
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description: This topic describes the design and policies relevant to diagnostic data collected by Azure Stack HCI.
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author: alkohli
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ms.author: alkohli
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azure-local/concepts/nested-virtualization.md

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title: Nested virtualization in Azure Stack HCI
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description: Run Azure Stack HCI on virtual machines for evaluation and testing.
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author: alkohli
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ms.author: alkohli
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azure-local/concepts/network-atc-overview.md

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ms.topic: overview
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ms.author: jgerend
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ms.reviewer: JasonGerend
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ms.author: alkohli
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ms.reviewer: alkohli
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zone_pivot_groups: windows-os
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