Requirements

A computer with a web browser is enough. An SSH client is optional.

How You Connect

Studio (JupyterLab)

What you need
A current version of Chrome, Firefox, Safari or Edge
Notes
Opens from your machine page. Your browser warns about the machine's self-signed certificate the first time — choose Advanced → Proceed.

SSH

What you need
An SSH client — built into macOS and Linux; OpenSSH or PuTTY elsewhere
Notes
Key-based login. Add your public key to ~/.ssh/authorized_keys from a Studio terminal first.
Network

Notebooks, terminal, SSH

Guidance
Any stable internet connection — these send text, not video

Uploading datasets / downloading results

Guidance
Takes as long as your own connection needs to move the files
What You Are Connecting To

A Linux container with one NVIDIA GPU, PyTorch and the CUDA libraries it uses. You are root inside it and can install packages with pip or apt-get.

There is no graphical desktop: the machine has no display, screen sharing or game streaming. You work in JupyterLab or over SSH.