Put your gaming GPU to work! Remote machine learning on Windows with Docker and WSL2 from anywhere.

In today's video we explore sharing an NVIDIA GPU from Windows 11, running a containerized workload with docker for windows, over Tailscale to connect Immich - a self-hosted photo library - to hardware accelerate machine learning tasks.

Personal accounts are always free on Tailscale and can include up to 3 users and 100 devices. Get started today at https://tailscale.com/yt

Supporting Links:

- https://tailscale.com/blog/docker-tailscale-guide
- https://github.com/tailscale-dev/docker-guide-code-examples/tree/main/05-ts-immich-gpu
- https://immich.app/docs/guides/remote-machine-learning
- https://docs.docker.com/desktop/gpu/

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00:00 - Start
01:11 - Object Search Rules!
02:06 - Machine Learning in Action
04:41 - Preparing Windows
07:37 - Hardware accelerated docker on Windows!
09:25 - Remote Machine Learning
12:27 - Bringing it all together