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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Time Series Clustering for Monitoring Fueling Infrastructure Performance with Kalai Ramea  - #300

Time Series Clustering for Monitoring Fueling Infrastructure Performance with Kalai Ramea - #300

Today we're joined by Kalai Ramea, Data Scientist at PARC, a Xerox Company. In this episode we discuss her journey buying a hydrogen car and the subsequent journey and paper that followed assessing fu...

18 Syys 201930min

Swarm AI for Event Outcome Prediction with Gregg Willcox - TWIML Talk #299

Swarm AI for Event Outcome Prediction with Gregg Willcox - TWIML Talk #299

Today we're joined by Gregg Willcox, Director of Research and Development at Unanimous AI. Inspired by the natural phenomenon called 'swarming', which uses the collective intelligence of a group to pr...

13 Syys 201941min

Rebooting AI: What's Missing, What's Next with Gary Marcus - TWIML Talk #298

Rebooting AI: What's Missing, What's Next with Gary Marcus - TWIML Talk #298

Today we're joined by Gary Marcus, CEO and Founder at Robust.AI, well-known scientist, bestselling author, professor and entrepreneur. Hear Gary discuss his latest book, ‘Rebooting AI: Building Artifi...

10 Syys 201947min

DeepQB: Deep Learning to Quantify Quarterback Decision-Making with Brian Burke - TWIML Talk #297

DeepQB: Deep Learning to Quantify Quarterback Decision-Making with Brian Burke - TWIML Talk #297

Today we're joined by Brian Burke, Analytics Specialist with the Stats & Information Group at ESPN. A former Navy pilot and lifelong football fan, Brian saw the correlation between fighter pilots and ...

5 Syys 201950min

Measuring Performance Under Pressure Using ML with Lotte Bransen - TWIML Talk #296

Measuring Performance Under Pressure Using ML with Lotte Bransen - TWIML Talk #296

Today we're joined by Lotte Bransen, a Scientific Researcher at SciSports. With a background in mathematics, econometrics, and soccer, Lotte has honed her research on analytics of the game and its pla...

3 Syys 201934min

Managing Deep Learning Experiments with Lukas Biewald - TWIML Talk #295

Managing Deep Learning Experiments with Lukas Biewald - TWIML Talk #295

Today we're joined by Lukas Biewald, CEO and Co-Founder of Weights & Biases. Lukas founded the company after seeing a need for reproducibility in deep learning experiments. In this episode, we discuss...

29 Elo 201942min

Re-Architecting Data Science at iRobot with Angela Bassa - TWIML Talk #294

Re-Architecting Data Science at iRobot with Angela Bassa - TWIML Talk #294

Today we’re joined by Angela Bassa, Director of Data Science at iRobot. In our conversation, Angela and I discuss: • iRobot's re-architecture, and a look at the evolution of iRobot. • Where iRobot g...

26 Elo 201948min

Disentangled Representations & Google Research Football with Olivier Bachem - TWIML Talk #293

Disentangled Representations & Google Research Football with Olivier Bachem - TWIML Talk #293

Today we’re joined by Olivier Bachem, a research scientist at Google AI on the Brain team. Olivier joins us to discuss his work on Google’s research football project, their foray into building a nove...

22 Elo 201942min

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