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Ubuntu 21.04 VM with GPU acceleration under Hyper-V...?

Modern versions of Windows support GPU paravirtualization in Hyper-V with normal consumer graphics cards. This is used e.g. for graphics acceleration in Windows Sandbox, as well as WSLg. In some cases, it may be useful to create a normal VM with GPU acceleration using this feature, but this is not officially supported. People already figured out how to do it with Windows guests though, so why not do the same with Linux? It should be easy given that WSLg is open source and reasonably well documented, right?

Well... not quite. I managed to get it to run... but not well.

How to do it?

Verify driver support

Getting Started With Superset: Airbnb’s data exploration platform

These instructions are for Amazon Linux Version 2

Update Python and PIP versions on EC2 (Amazon AMI)

sudo yum update -y
sudo yum install python3 -y

Enable Docker Remote API with TLS client verification

Docker's Remote API can be secured via TLS and client certificate verification.
First of all you need a few certificates and keys:

CA certificate
Server certificate
Server key
Client certificate
Client key

	#!/usr/bin/env python3
	from argparse import ArgumentParser
	from os import listdir, stat
	from os.path import sep as pathsep
	from glob import glob
	from shutil import SameFileError, copy, get_terminal_size
	from typing import Union
	from sys import exit, stdout
	from alive_progress import alive_bar
	from concurrent.futures import ProcessPoolExecutor, as_completed

	############ If you are using DOCKER all-in-one image, create Dockerfile like: ################
	############ FROM openproject/openproject:16 ################
	############ COPY ./enterprise_token.rb app/models/enterprise_token.rb ################

	############ If you are runing a manual installation: ################
	############ REPLACE app/models/enterprise_token.rb in the source code with this file! ################
	############ also be sure to RESTART OpenProject after replacing the file. ################

	############ If using some other set up (eg docker-compose), read the comments on ################
	############ https://gist.github.com/markasoftware/f5b2e55a2c2e3abb1f9eefcdf0bfff45 ################

	#!/usr/bin/env python

	import os
	import boto3
	import argparse
	import json
	# `pip install -U PTable` will get you the right fork of PrettyTable
	from prettytable import PrettyTable

	from botocore.exceptions import ClientError

	import pkg_resources
	installed_packages = pkg_resources.working_set
	for package in sorted(installed_packages, lambda x: x.key):
	print "{}=={}".format(package.key, package.version)

	awscli==1.14.45
	boto3==1.5.35
	botocore==1.8.49
	colorama==0.3.7
	docutils==0.14
	futures==3.2.0
	jmespath==0.9.3
	numpy==1.14.0
	pandas==0.22.0
	pip==9.0.1