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Machine Learning Server Setup (MLSS)

This is a script that can quickly get you up and running for running any ML or DL workload. It's designed to be minimally interactive.

❓ What does the script do

  • Updates system packages
  • Adds basic packages such as python3, git, venv, tmux...
  • Installs NVIDIA driver
  • Installs NVIDIA container toolkit. This enables CUDA inside docker containers.
  • Installs Docker + Docker Compose
  • Installs tensorboard and nvitop
  • Adds basic UFW (Firewall) rules

📋 Requirements

Your user must have sudo permissions to run the script.

The script was tested on the following systems:

  • Ubuntu Server 22.04

⚙️ Running the script

  1. Open the setup.sh and change the variables at the top.
  2. Run it: ./script.sh

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Setup your ML/DL server within minutes

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