Home Artificial Intelligence Artificial Intelligence Media Specs for building a Deep learning workstation

Specs for building a Deep learning workstation

Audio version of the article

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).

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

This article has been published from a wire agency feed without modifications to the text. Only the headline has been changed.

Source link

- Advertisment -

Most Popular

Introductory Guide on XCFramework and Swift Package

In WWDC 2019, Apple announced a brand new feature for Xcode 11; the capability to create a new kind of binary frameworks with a special format...

Understanding Self Service Data Management

https://dts.podtrac.com/redirect.mp3/www.dataengineeringpodcast.com/podlove/file/704/s/webplayer/c/episode/Episode-159-Isima.mp3 Summary The core mission of data engineers is to provide the business with a way to ask and answer questions of their data. This often...

Understanding Machine Learning Data Preparation Techniques

Predictive modeling machine learning projects, such as classification and regression, always involve some form of data preparation. The specific data preparation required for a dataset...

Java and Python in Top List of Self taught Languages

Here's a report for the times: Specops Software sifted data from Ahrefs.com using its Google and YouTube search analytics tool to surface a list of the programming languages people most...

Crypto bulls predict the future for Bitcoin

Bitcoin is back. The cryptocurrency last week passed the $18,000 level for the first time since its all-time peak in December 2017. As...

Tracking Machine Learning experiments with Allegro AI

https://cdn.changelog.com/uploads/practicalai/97/practical-ai-97.mp3 DevOps for deep learning is well… different. You need to track both data and code, and you need to run multiple different versions of...
- Advertisment -