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Hello!
In this scenario, you will want to use Accelerated Computing Instance types such as P3 or G4 instances (to name just two). You can find out more here: https://docs.aws.amazon.com/dlami/latest/devguide/gpu.html
Please be aware, though, that not all instance types may be available in any one region. If you do not see any of the recommended instances in your default region, try switching to a different one as they could be available there.
You can double-check which instance types are available in your region or AZ through the describe-instance-type-offerings command on the AWS CLI. Here's an example command to do just that (based on https://docs.aws.amazon.com/cli/latest/reference/ec2/describe-instance-type-offerings.html):
aws ec2 describe-instance-type-offerings \
--location-type availability-zone \
--filters Name=location,Values=your-az\
--region your-region
Hope this helps!
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