Changelog Master Feed

Building a deep learning workstation (Practical AI #112)


Listen Later

What’s it like to try and build your own deep learning workstation? Is it worth it in terms of money, effort, and maintenance? Then once built, what’s the best way to utilize it? Chris and Daniel dig into questions today as they talk about Daniel’s recent workstation build. He built a workstation for his NLP and Speech work with two GPUs, and it has been serving him well (minus a few things he would change if he did it again).

Join the discussion

Changelog++ members get a bonus 1 minute at the end of this episode and zero ads. Join today!

Sponsors:

  • LinodeGet $100 in free credit to get started on Linode – our cloud of choice and the home of Changelog.com. Head to linode.com/changelog
  • Changelog++ – You love our content and you want to take it to the next level by showing your support. We’ll take you closer to the metal with no ads, extended episodes, outtakes, bonus content, a deep discount in our merch store (soon), and more to come. Let’s do this!
  • FastlyOur bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com.
  • Featuring:

    • Chris Benson – Website, GitHub, LinkedIn, X
    • Daniel Whitenack – Website, GitHub, X

    Show Notes:

    Daniel’s workstation components:

    • CPU - AMD YD292XA8AFWOF Ryzen Threadripper 2920X
    • CPU cooler - Noctua NH-U12S TR4-SP3, Premium-Grade CPU Cooler for AMD sTRX4/TR4/SP3
    • Motherboard - GIGABYTE X399 AORUS PRO
    • Memory - Corsair Vengeance LPX 16GB (2x 2 packs), total 64GB
    • Storage 1 - Samsung (MZ-V7S1T0B/AM) 970 EVO Plus SSD 1TB
    • GPU 1 - RTX 2080 Ti
    • GPU 2 - Titan RTX
    • Case - Lian Li PC-O11AIR
    • Power Supply - Rosewill Hercules
    • Case fan(s) - Coolmaster 8mm
    • Daniel’s NUC 9 Extreme machine

      References:

      • How to build the perfect Deep Learning Computer and save thousands of dollars
      • Curtis Northcut’s blog posts
      • Something missing or broken? PRs welcome!

        ...more
        View all episodesView all episodes
        Download on the App Store

        Changelog Master FeedBy Changelog Media

        • 4.4
        • 4.4
        • 4.4
        • 4.4
        • 4.4

        4.4

        29 ratings


        More shows like Changelog Master Feed

        View all
        Hanselminutes with Scott Hanselman by Scott Hanselman

        Hanselminutes with Scott Hanselman

        377 Listeners

        Software Engineering Radio - the podcast for professional software developers by se-radio@computer.org

        Software Engineering Radio - the podcast for professional software developers

        272 Listeners

        The Changelog: Software Development, Open Source by Changelog Media

        The Changelog: Software Development, Open Source

        284 Listeners

        Thoughtworks Technology Podcast by Thoughtworks

        Thoughtworks Technology Podcast

        40 Listeners

        Talk Python To Me by Michael Kennedy

        Talk Python To Me

        590 Listeners

        Software Engineering Daily by Software Engineering Daily

        Software Engineering Daily

        621 Listeners

        Python Bytes by Michael Kennedy and Brian Okken

        Python Bytes

        215 Listeners

        Syntax - Tasty Web Development Treats by Wes Bos & Scott Tolinski - Full Stack JavaScript Web Developers

        Syntax - Tasty Web Development Treats

        987 Listeners

        CoRecursive: Coding Stories by Adam Gordon Bell - Software Developer

        CoRecursive: Coding Stories

        189 Listeners

        Kubernetes Podcast from Google by Abdel Sghiouar, Kaslin Fields

        Kubernetes Podcast from Google

        181 Listeners

        Practical AI by Practical AI LLC

        Practical AI

        192 Listeners

        The Stack Overflow Podcast by The Stack Overflow Podcast

        The Stack Overflow Podcast

        62 Listeners

        Oxide and Friends by Oxide Computer Company

        Oxide and Friends

        47 Listeners

        Latent Space: The AI Engineer Podcast by swyx + Alessio

        Latent Space: The AI Engineer Podcast

        75 Listeners

        The Pragmatic Engineer by Gergely Orosz

        The Pragmatic Engineer

        63 Listeners