For general-purpose computing workloads such as deep learning and AI, a GPU requires the Tesla driver to use its high-performance computing capabilities. GPU-accelerated compute-optimized instances that run Windows do not support automatic installation of the Tesla driver during instance creation. Follow the steps in this topic to manually install the Tesla driver.
Procedure
This topic applies to all GPU-accelerated compute-optimized Windows instances. For more information, see GPU-accelerated compute-optimized instance families (gn, ebm, and scc).
Step 1: Download the Tesla driver
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Connect to your Windows GPU instance.
For more information, see Log on to a Windows instance by using Workbench.
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On your remote desktop, go to the NVIDIA driver download page.
NoteFor more information about how to install and configure NVIDIA drivers, see the NVIDIA Driver Installation Quickstart Guide.
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Set the filters and click Search to find a compatible driver.
The following table describes the filters.
Parameter
Description
Example
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Product type
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Product series
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Product
Select the product type, series, and product that match your instance type's GPU model.
NoteTo view details about your GPU instance, such as the instance ID, instance type, and operating system, see View instance information.
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Data Center / Tesla
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A-Series
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NVIDIA A10
Operating system
Select the Windows operating system version that matches your instance's image.
Windows 10 64-bit
CUDA Toolkit
Select a CUDA Toolkit version.
11.2
Language
Select a language for the driver.
Chinese (Simplified)
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On the driver search results page, click Show More Versions.
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Find the driver you want and click View next to it.
For example, select Data Center Driver for Windows with driver version 462.31 and CUDA Toolkit 11.2.
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On the driver details page, click Download.
This page shows detailed driver information, such as the Driver Version, Release Date, Operating System, CUDA Toolkit version, Language, and File Size. Verify the details are correct, and then click Download.
Step 2: Install the Tesla driver
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Open the folder containing the downloaded driver and double-click the installation file.
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Follow the on-screen instructions to complete the installation.
After the driver is installed, restart the GPU instance if prompted. For more information, see Restart an instance.
ImportantOn Windows, Remote Desktop Protocol (RDP) does not support applications that use DirectX or OpenGL after the Tesla driver is installed. To use these applications, install a VNC service and client, or use another remote connection client that supports protocols such as PCoIP or XenDesktop HDX 3D.
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In the Windows search box, type Device Manager and press Enter.
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In Device Manager, expand Display adapters to verify that the driver is installed correctly.
If the Tesla driver information appears (for example, NVIDIA A10), the installation was successful.
Related documents
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If you have a GPU-accelerated compute-optimized instance that runs a Linux operating system, you can install the Tesla driver to support general-purpose computing workloads such as deep learning and AI. For more information, see Automatically install or load the Tesla driver when you create a GPU instance or Manually install the Tesla driver on a GPU-accelerated compute-optimized instance (Linux).
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If you need to uninstall the Tesla driver, see Uninstall the Tesla driver.
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If an installed driver is unsuitable or causes issues, you can uninstall it and install a new one, or upgrade it directly. For upgrade instructions, see Upgrade the Tesla driver.