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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Exploring Causality and Community with Suzana Ilić - #419

Exploring Causality and Community with Suzana Ilić - #419

In this special #TWIMLfest episode, we’re joined by Suzana Ilić, a computational linguist at Causaly and founder of Machine Learning Tokyo (MLT). Suzana joined us as a keynote speaker to discuss the ...

16 Okt 202054min

Decolonizing AI with Shakir Mohamed - #418

Decolonizing AI with Shakir Mohamed - #418

In this special #TWIMLfest edition of the podcast, we’re joined by Shakir Mohamed, a Senior Research Scientist at DeepMind. Shakir is also a leader of Deep Learning Indaba, a non-profit organization ...

14 Okt 202054min

Spatial Analysis for Real-Time Video Processing with Adina Trufinescu

Spatial Analysis for Real-Time Video Processing with Adina Trufinescu

Today we’re joined by Adina Trufinescu, Principal Program Manager at Microsoft, to discuss some of the computer vision updates announced at Ignite 2020.  We focus on the technical innovations that we...

8 Okt 202039min

How Deep Learning has Revolutionized OCR with Cha Zhang - #416

How Deep Learning has Revolutionized OCR with Cha Zhang - #416

Today we’re joined by Cha Zhang, a Partner Engineering Manager at Microsoft Cloud & AI.  Cha’s work at MSFT is focused on exploring ways that new technologies can be applied to optical character reco...

5 Okt 202057min

Machine Learning for Food Delivery at Global Scale - #415

Machine Learning for Food Delivery at Global Scale - #415

In this special edition of the show, we discuss the various ways in which machine learning plays a role in helping businesses overcome their challenges in the food delivery space.  A few weeks ago Sam...

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Open Source at Qualcomm AI Research with Jeff Gehlhaar and Zahra Koochak - #414

Open Source at Qualcomm AI Research with Jeff Gehlhaar and Zahra Koochak - #414

Today we're joined by Jeff Gehlhaar, VP of Technology at Qualcomm, and Zahra Koochak, Staff Machine Learning Engineer at Qualcomm AI Research.  If you haven’t had a chance to listen to our first inte...

30 Sep 202042min

Visualizing Climate Impact with GANs w/ Sasha Luccioni - #413

Visualizing Climate Impact with GANs w/ Sasha Luccioni - #413

Today we’re joined by Sasha Luccioni, a Postdoctoral Researcher at the MILA Institute, and moderator of our upcoming TWIMLfest Panel, ‘Machine Learning in the Fight Against Climate Change.’  We were ...

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ML-Powered Language Learning at Duolingo with Burr Settles - #412

ML-Powered Language Learning at Duolingo with Burr Settles - #412

Today we’re joined by Burr Settles, Research Director at Duolingo. Most would acknowledge that one of the most effective ways to learn is one on one with a tutor, and Duolingo’s main goal is to replic...

24 Sep 202055min

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