Download LXD Driver



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Device downloads. For software and drivers, select your product from the list below. Manuals Warranty.

  1. You need to have LXD installed and configured on your desktop computer. You need to have a desktop with X11 (or Wayland with XWayland). If you have an NVidia graphics card and you are using the closed-source driver, note down the driver package. For example, nvidia-driver-390.
  2. Filename GPG signature Size; lxd-4.11.tar.gz: lxd-4.11.tar.gz.asc: 14553.97K: lxd-4.10.tar.gz: lxd-4.10.tar.gz.asc: 14432.15K: lxd-4.9.tar.gz: lxd-4.9.tar.gz.asc.

Hugely parallelised GPU data processing, using either CUDA or OpenCL, is changing the shape of data science. It even has its own snappy acronym - GPGPU - General-purpose computing on graphics processing units.

It’s no surprise, then, that flexible, scalable access to these GPU resources is becoming a key requirement in many cloud deployments (see the Canonical Distribution of Kubernetes for a good example). But it’s not always easy, nor cheap, to get started. Unless you use LXD.

LXD’s unrivalled density in real-world cloud deployments, and its ability to run locally, make it a game-changing tool for experimenting with cloud-like GPU data processing.

It enables you to create local scalable deployments using nothing more than a PC with a GPU or two. As we’ll now demonstrate.

What you’ll learn

  • How to replace default NVIDIA drivers with the latest ones
  • How to install the CUDA toolkit
  • How to configure LXD to use NVIDIA GPUs and CUDA
Download LXD Driver

What you’ll need

Our configuration is going to be based on the following: - 1 or more NVIDIA GPUs - Ubuntu 18.04 LTS (Bionic Beaver) - LXD version 3.0 or higher

LXD versioning is incremental, which means version 3.1 is more recent than version 3.0.1.

We’ll be using NVIDIA hardware alongside NVIDIA’s proprietary CUDA, as these currently constitute the most widely used GPGPU platform.

However, LXD’s hardware passthrough enables any GPU to appear natively to any deployment, which means that using different GPUs or drivers with OpenCL should be possible.

As both NVIDIA’s drivers and CUDA are constantly in a rapid state of development, we’re going to install and use the latest versions we can get hold of. This will mean using packages separate from those supplied by the distribution, which we’ll cover in the next step.

Originally authored by Graham Morrison

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In this example, we use LXD to create a container per build and clean itup afterwards.

This example uses a bash script for each stage. You can specify yourown image, which is exposed asCI_JOB_IMAGE.This example uses the ubuntu:18.04 image for simplicity. If youwant to support multiple images, you would have to modify the executor.

These scripts have the following prerequisites:

Configuration

Base

Each stage prepare, run, and cleanupwill use this script to generate variables that are used throughout thescripts.

It’s important that this script is located in the same directory as theother scripts, in this case /opt/lxd-driver/.

Prepare

The prepare script will do the following:

Download Lxd Driver Pc

  • Destroy a container with the same name if there is one running.
  • Start a container and wait for it to start.
  • Install prerequisitedependencies.

Run

This will run the script generated by GitLab Runner by sendingthe content of the script to the container via STDIN.

Cleanup

DriversDownload

Destroy the container since the build has finished.

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