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1 Battle Camp S1: Reality Rivalries with Dana Moon & QT 1:00:36
881: Beyond GPUs: The Power of Custom AI Accelerators, with Emily Webber
Manage episode 478433215 series 2532807
Emily Webber speaks to Jon Krohn about her work at Amazon Web Services, from its Annapurna Labs-developed Nitro System, a foundational technology that can enhance securities and performance in the cloud and how Trainium2 became AWS’ most powerful AI chip with four times the compute of Trainium. Hear the specs of AWS’s chips and when to use them.
Additional materials: www.superdatascience.com/881
This episode is brought to you by ODSC, the Open Data Science Conference.
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
In this episode you will learn:
- (08:36) Emily’s work on AWS’ SageMaker and Trainium
- (23:54) How AWS Neuron lets builders tailor their approach to using frameworks
- (29:07) Why using an accelerator is better than using a GPU
- (35:29) The key differences between AWS Trainium and AWS Trainium2
- (52:45) How to select between AWS Trainium and AWS Trainium2
967 قسمت
Manage episode 478433215 series 2532807
Emily Webber speaks to Jon Krohn about her work at Amazon Web Services, from its Annapurna Labs-developed Nitro System, a foundational technology that can enhance securities and performance in the cloud and how Trainium2 became AWS’ most powerful AI chip with four times the compute of Trainium. Hear the specs of AWS’s chips and when to use them.
Additional materials: www.superdatascience.com/881
This episode is brought to you by ODSC, the Open Data Science Conference.
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
In this episode you will learn:
- (08:36) Emily’s work on AWS’ SageMaker and Trainium
- (23:54) How AWS Neuron lets builders tailor their approach to using frameworks
- (29:07) Why using an accelerator is better than using a GPU
- (35:29) The key differences between AWS Trainium and AWS Trainium2
- (52:45) How to select between AWS Trainium and AWS Trainium2
967 قسمت
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1 889: AI-Powered Virtual Reality: The Future of Education and Entertainment, with Mary Spio 1:06:59


1 887: Multi-Agent Teams, Quantum Computing and the Future of Work, with Dell’s Global CTO John Roese 1:02:04

1 885: Python Polars: The Definitive Guide, with Jeroen Janssens and Thijs Nieuwdorp 1:15:22


1 883: Blackwell GPUs Are Now Available at Your Desk, with Sama Bali and Logan Lawler 1:04:03


1 881: Beyond GPUs: The Power of Custom AI Accelerators, with Emily Webber 1:17:06

1 879: Serverless, Parallel, and AI-Assisted: The Future of Data Science is Here, with Zerve’s Dr. Greg Michaelson 1:07:14

1 877: The Neural Processing Units Bringing AI to PCs, with Shirish Gupta 1:09:32


1 875: How Semiconductors Are Made (And Fuel the AI Boom), with Kai Beckmann 1:10:29
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