9. Emil Wallner on Building a €25000 Machine Learning Rig

Emil is a resident at the Google Arts & Culture Lab were he explores the intersection between art and machine learning. He recently built his own Machine Learning server, or rig, which costed him €25000. Emil's Story: https://www.emilwallner.com/p/ml-rig Youtube: https://youtu.be/njbPpxhE6W0 00:00 Intro 00:23 Building your own rig 06:11 The Nvidia GPU rder hack 15:51 Inside Emil's rig 21:31 Motherboard 23:55 Cooling and datacenters 29:36 Deep Learning lessons from owning your hardware 36:20 Shared resources vs. personal GPUs 39:12 RAM, chassis and airflow 42:42 Amd, Apple, Arm and Nvidia 51:15 Tensorflow, TPUs, cloud minsdet, EleutherAI