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

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Manage episode 323526464 series 2966339
Content provided by Michaël Trazzi. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Michaël Trazzi or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

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

  continue reading

55 episodes

Artwork
iconShare
 
Manage episode 323526464 series 2966339
Content provided by Michaël Trazzi. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Michaël Trazzi or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

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

  continue reading

55 episodes

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