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Alpa review feedback update
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---
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author: alkohli
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ms.topic: include
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ms.date: 03/21/2025
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ms.date: 03/28/2025
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ms.author: alkohli
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---
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> [!NOTE]
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> The recommended way to create and manage VMs on Azure Local is using the [Azure Local VM management](../manage/azure-arc-vm-management-overview.md). However, since the functionality described in this article isn't yet provided by Azure Local VM management, you can use Windows Admin Center or PowerShell as described below. Note that VMs created this way aren't enabled by Azure Arc, have limited manageability from the Azure Arc control plane, and fewer Azure Hybrid Benefits, including usage of Azure Update Manager at no extra cost. For more information, see [Compare management capabilities of VMs on Azure Local](../concepts/compare-vm-management-capabilities.md) and [Supported operations for Azure Local VMs](../manage/virtual-machine-operations.md).
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> The recommended way to create and manage VMs on Azure Local is using the [Azure Arc control plane](../manage/azure-arc-vm-management-overview.md). However, since the functionality described in this article isn't yet provided by Azure Arc, you can use Windows Admin Center or PowerShell as described in this article. The VMs created this way aren't enabled by Azure Arc, have limited manageability from the Azure Arc control plane, and fewer Azure Hybrid Benefits, including usage of Azure Update Manager at no extra cost.
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>
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> For more information, see [Compare management capabilities of VMs on Azure Local](../concepts/compare-vm-management-capabilities.md) and [Supported operations for Azure Local VMs](../manage/virtual-machine-operations.md).

azure-local/includes/hci-arc-vm.md

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<!--- Link must remain site-relative to prevent build issues with incoming includes from the windowsserverdocs repo --->
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> [!NOTE]
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> The recommended way to create and manage VMs on Azure Local is using [Azure Local VM management](/azure-stack/hci/manage/azure-arc-vm-management-overview). This article uses methods outside of Azure Local VM management to be able to attach an Ubuntu Linux VM on Azure Local.
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> The recommended way to create and manage VMs on Azure Local is using the [Azure Arc control plane](../manage/azure-arc-vm-management-overview.md). However, since the functionality described in this article isn't yet provided by Azure Arc, you can use Windows Admin Center or PowerShell as described in this article. The VMs created this way aren't enabled by Azure Arc, have limited manageability from the Azure Arc control plane, and fewer Azure Hybrid Benefits, including usage of Azure Update Manager at no extra cost.
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>
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> For more information, see [Compare management capabilities of VMs on Azure Local](../concepts/compare-vm-management-capabilities.md) and [Supported operations for Azure Local VMs](../manage/virtual-machine-operations.md).

azure-local/manage/attach-gpu-to-linux-vm.md

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Get-VMAssignableDevice -VMName Ubuntu
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```
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Successful assignment of the GPU to the VM shows this output:
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Here's an output from the successful assignment of the GPU to the VM:
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:::image type="content" source="media/attach-gpu-to-linux-vm/assign-gpu.png" alt-text="Assign GPU Screenshot." lightbox="media/attach-gpu-to-linux-vm/assign-gpu.png":::
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Set-VM -LowMemoryMappedIoSpace 3Gb -VMName VMName
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# Configure greater than 32 bit MMIO space
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Set-VM -HighMemoryMappedIoSpace 33280 Mb -VMName VMName
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Set-VM -HighMemoryMappedIoSpace 33280Mb -VMName VMName
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```
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> [!NOTE]
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> The Value 33280Mb should suffice for most GPUs, but should be replaced with a value greater than your GPU memory.
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> The value `33280Mb` should suffice for most GPUs, but should be replaced with a value greater than your GPU memory.
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5. Using Hyper-V Manager, connect to the VM and start the Ubuntu OS install. Choose the defaults to install the Ubuntu OS on the VM.
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sudo docker run --runtime=nvidia --rm nvidia/cuda:9.0-base nvidia-smi
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```
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Successful installation looks like the output in the screenshot:
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Here's an output from a successful installation:
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:::image type="content" source="media/attach-gpu-to-linux-vm/docker.png" alt-text="Successful Docker Install Screenshot." lightbox="media/attach-gpu-to-linux-vm/docker.png":::
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}
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```
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18. Click **Review and Create**, and on the next page click **Create**. You should now see the three modules listed for your IoT Edge device in the Azure portal:
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18. Select **Review and Create**, and on the next page click **Create**. You should now see the three modules listed for your IoT Edge device in the Azure portal:
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:::image type="content" source="media/attach-gpu-to-linux-vm/edge-hub-connections.png" alt-text="Modules and IoT Edge Hub Connections Screenshot." lightbox="media/attach-gpu-to-linux-vm/edge-hub-connections.png":::
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:::image type="content" source="media/attach-gpu-to-linux-vm/verify-modules-nvidia-smi.png" alt-text="nvidia-smi screenshot." lightbox="media/attach-gpu-to-linux-vm/verify-modules-nvidia-smi.png":::
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> [!NOTE]
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> It takes a few minutes for the NvidiaDeepstream Container to be downloaded. You can validate the download using the command "journalctl -u iotedge --no-pager --no-full" to look at the iotedge daemon logs.
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> It takes a few minutes for the NvidiaDeepstream Container to be downloaded. You can validate the download using the command `journalctl -u iotedge --no-pager --no-full` to look at the iotedge daemon logs.
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20. Confirm that the NvdiaDeepStreem Container is operational. The command output in the screenshots indicates success.
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