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You will need to install NVIDIA drivers in your EC2 as per Install NVIDIA drivers on Windows instances
Alternatively, you can use AWS Marketplace AMI, .e.g NVIDIA RTX Virtual Workstation - WinServer 2022
Yet another option is the blog Building a high-performance Windows workstation on AWS for graphics intensive applications. You can follow the steps with some configuration changes, e.g. g4dn.xlarge for instanceType and NVIDIA-GRID for driverType.
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