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articles/lab-services/how-to-setup-lab-gpu.md

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@@ -47,7 +47,7 @@ As shown in the preceding image, this option is enabled by default, which ensure
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- When you select a *visualization* GPU size, your lab VMs are powered by the [NVIDIA Tesla M60](https://images.nvidia.com/content/tesla/pdf/188417-Tesla-M60-DS-A4-fnl-Web.pdf) GPU and [GRID technology](https://www.nvidia.com/content/dam/en-zz/Solutions/design-visualization/solutions/resources/documents1/NVIDIA_GRID_vPC_Solution_Overview.pdf). In this case, recent GRID drivers are installed, which enables the use of graphics-intensive applications.
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> [!IMPORTANT]
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> The **Install GPU drivers** option installs the drivers when they aren't present on your lab's image. For example, the GPU drivers are already installed on the Azure marketplace's [Data Science image](../machine-learning/data-science-virtual-machine/overview.md#whats-included-on-the-dsvm). If you create a lab using the Data Science image and choose to **Install GPU drivers**, the drivers won't be updated to a more recent version. To update the drivers, you will need to manually install them as explained in the next section.
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> The **Install GPU drivers** option only installs the drivers when they aren't present on your lab's image. For example, the GPU drivers are already installed on the Azure marketplace's [Data Science image](../machine-learning/data-science-virtual-machine/overview.md#whats-included-on-the-dsvm). If you create a lab using the Data Science image and choose to **Install GPU drivers**, the drivers won't be updated to a more recent version. To update the drivers, you will need to manually install them as explained in the next section.
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### Install the drivers manually
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You might need to install a different version of the drivers than the version that Azure Lab Services installs for you. This section shows how to manually install the appropriate drivers, depending on whether you're using a *compute* GPU or a *visualization* GPU.

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