Powering AI with the World's Largest Computer Chip with Joel Hestness - #684

Powering AI with the World's Largest Computer Chip with Joel Hestness - #684

Today we're joined by Joel Hestness, principal research scientist and lead of the core machine learning team at Cerebras. We discuss Cerebras’ custom silicon for machine learning, Wafer Scale Engine 3, and how the latest version of the company’s single-chip platform for ML has evolved to support large language models. Joel shares how WSE3 differs from other AI hardware solutions, such as GPUs, TPUs, and AWS’ Inferentia, and talks through the homogenous design of the WSE chip and its memory architecture. We discuss software support for the platform, including support by open source ML frameworks like Pytorch, and support for different types of transformer-based models. Finally, Joel shares some of the research his team is pursuing to take advantage of the hardware's unique characteristics, including weight-sparse training, optimizers that leverage higher-order statistics, and more. The complete show notes for this episode can be found at twimlai.com/go/684.

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Pixels to Concepts with Backpropagation w/ Roland Memisevic - #427

Pixels to Concepts with Backpropagation w/ Roland Memisevic - #427

Today we’re joined by Roland Memisevic, return podcast guest and Co-Founder & CEO of Twenty Billion Neurons.  We last spoke to Roland in 2018, and just earlier this year TwentyBN made a sharp pivot t...

12 Nov 202034min

Fighting Global Health Disparities with AI w/ Jon Wang - #426

Fighting Global Health Disparities with AI w/ Jon Wang - #426

Today we’re joined by Jon Wang, a medical student at UCSF, and former Gates Scholar and AI researcher at the Bill and Melinda Gates Foundation. In our conversation with Jon, we explore a few of the d...

9 Nov 202035min

Accessibility and Computer Vision - #425

Accessibility and Computer Vision - #425

Digital imagery is pervasive today. More than a billion images per day are produced and uploaded to social media sites, with many more embedded within websites, apps, digital documents, and eBooks. En...

5 Nov 20201h

NLP for Equity Investing with Frank Zhao - #424

NLP for Equity Investing with Frank Zhao - #424

Today we’re joined by Frank Zhao, Senior Director of Quantamental Research at S&P Global Market Intelligence. In our conversation with Frank, we explore how he came to work at the intersection of ML ...

2 Nov 202044min

The Future of Education and AI with Salman Khan - #423

The Future of Education and AI with Salman Khan - #423

In the final #TWIMLfest Keynote Interview, we’re joined by Salman Khan, Founder of Khan Academy. In our conversation with Sal, we explore the amazing origin story of the academy, and how coronavirus ...

28 Okt 202047min

Why AI Innovation and Social Impact Go Hand in Hand with Milind Tambe - #422

Why AI Innovation and Social Impact Go Hand in Hand with Milind Tambe - #422

In this special #TWIMLfest Keynote episode, we’re joined by Milind Tambe, Director of AI for Social Good at Google Research India, and Director of the Center for Research in Computation and Society (C...

23 Okt 202035min

What's Next for Fast.ai? w/ Jeremy Howard - #421

What's Next for Fast.ai? w/ Jeremy Howard - #421

In this special #TWIMLfest episode of the podcast, we’re joined by Jeremy Howard, Founder of Fast.ai. In our conversation with Jeremy, we discuss his career path, including his journey through the co...

21 Okt 20201h 1min

Feature Stores for MLOps with Mike del Balso - #420

Feature Stores for MLOps with Mike del Balso - #420

Today we’re joined by Mike del Balso, co-Founder and CEO of Tecton.  Mike, who you might remember from our last conversation on the podcast, was a foundational member of the Uber team that created th...

19 Okt 202045min

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