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Ubuntu ML

Scaleway’s optimized version of Ubuntu is tailored for machine learning, featuring essential frameworks, tools, and packages. This includes the NVIDIA Container Toolkit (Docker), PyTorch, TensorFlow 2, NVIDIA RAPIDS, and JAX, ensuring a comprehensive and efficient ML environment.

Deploy

Presentation

Ubuntu Jammy GPU OS 12 is a specialized version of Ubuntu 22.04 (Jammy Jellyfish) designed specifically for GPU-intensive workloads. Here's an overview of its key features and benefits:

Key Features

  • Pre-installed Nvidia Drivers: Comes with pre-installed Nvidia drivers, eliminating the need for manual driver installation.
  • Nvidia Docker Environment: Includes a pre-configured Nvidia Docker environment, making it easier to run GPU-accelerated containers.
  • Optimized for GPU Instances: Designed to work seamlessly with GPU-equipped virtual machines or bare metal servers.
  • Based on Ubuntu 22.04 LTS: Benefits from the long-term support and stability of Ubuntu Jammy Jellyfish.
  • GNOME 42 Desktop Environment: Features the latest GNOME desktop, offering a modern and user-friendly interface.

Getting started

Ubuntu ML is one the OS images provided by Scaleway. You will find below all the information to deploy it on an instance.


What is an OS image?

An OS image for Instances refers to a pre-configured operating system installation that you can select when creating an Instance on the Scaleway cloud platform.

Learn how to create your Instance and check all the Scaleway OS images availables.


You already have a Scaleway account

1. Click Deploy next to the Ubuntu ML banner. You are redirected to a Select your Organization and Project page.

2. Select your Organization from the dropdown menu.

3. Select your project from the dropdown menu.

4. Click Continue. Depending on the resources you have available in the selected project, you will be redirected to the appropriate page to launch your Instance with your OS image.


You do not have a Scaleway account

1. Click Deploy next to the Ubuntu ML banner.

2. You are redirected to the account creation page.

3. Select an account type (Personal or Professional) and fill out your first and last name, as well as your email address.

4. Check the box to agree to Scaleway's Terms and Services, and Scaleway's Data Protection Agreement.

5. Click Create account. A message displays to request that you check your email inbox for the verification email.

6. Click the verification link in your mailbox to confirm your email address and agree to our terms of service. You are redirected to the Add billing information page.


Important

You can click Add later to enter your billing information at a later time, and directly access your Organization dashboard in the Scaleway console, but you cannot use Scaleway products without billing information.



7. Enter your credit card information, then click Add credit card. A 3D Secure validation is initiated. Once your credit card is validated, you are taken to your Organization dashboard in the Scaleway console.


Check the tutorial

Ubuntu ML deployment on Scaleway Instances using InstantApp

Categories

Supported Languages

English