SCaledml media archive PREVIEW

February 26 - 27, 2020

Learn from the best minds in the machine learning community.

Reza Zadeh Matroid ScaledML Conference CPU GPU Computer Vision AI Artificial Intelligence Machine Learning TPU

REZA ZADEH

Matroid & Stanford

Introduction to ScaledML 2020

Oren Etzioni Allen Institute ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

OREN ETZIONI

Allen Institute for Artificial Intelligence

AI and the Future of Humanity

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Reza Zadeh Matroid ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

REZA ZADEH

Matroid & Stanford

Turning Machine Learning Research into Products for Industry

Megan Kacholia Google ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

MEGAN KACHOLIA

Google

ML at Google Scale

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Andrej Karpathy Tesla Matroid ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

ANDREJ KARPATHY

Tesla

AI for Full Self-Driving

 

Ilya Sutskever OpenAI ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

ILYA SUTSKEVER

OpenAI

The Power of Large-scale Generative Models and RL

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Wes McKinney Ursa Labs Matroid ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

WES MCKINNEY

Ursa Labs

Apache Arrow: Present and Future

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Savin Goyal Netflix ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

SAVIN GOYAL

Netflix

Human-centric Approach to ML Infrastructure

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Panel Pete Skomoroch Jennifer Prendki Alyona Medelyan Robert Munro Peter Bailis ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

PANEL DISCUSSION

AI Products & MLOps

Pete Skomoroch, Jennifer Prendki, Alyona Medelyan, Robert Munro, Peter Bailis

Joe Isaacson Asimov ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

JOE ISAACSON

Asimov

Optimizing the Design of Genetic Programs for Living Cells

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Mohamed Fawzy Facebook ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

MOHAMED FAWZY

Facebook

Training Models at Facebook Scale with PyTorch

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Dennis Abts Groq Streaming Process ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

DENNIS ABTS

Groq

Ditching the 'C' in CPU: Groq's Tensor Streaming Processor (TM)

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Ion Stoica UC Berkeley ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

ION STOICA

UC Berkeley

ML for Systems

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David Aronchick Microsoft ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

DAVID ARONCHICK

Microsoft

Using MLOps to Bring ML to Production

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Francois Chollet Google ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

FRANÇOIS CHOLLET

Google

Keras: The Next Five Years

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Kunle Olukotun ScaledML Conference CPU GPU TPU Computer Vision AI Artificial Intelligence Machine Learning

KUNLE OLUKOTUN

SambaNova Systems & Stanford

Accelerating Software 2.0

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Joshua Bloom UC Berkeley Matroid ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

JOSHUA BLOOM

UC Berkeley

Towards Physics-informed ML Inference In Astrophysics

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Matei Zaharia Stanford ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

MATEI ZAHARIA

Databricks & Stanford

Scaling Machine Learning Development with MLflow

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Jim Keller Intel ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

JIM KELLER

Intel

"To Be Determined"

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Joshua Romero NVIDIA ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

JOSH ROMERO

NVIDIA

Scaling DL on the Summit Supercomputer

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Peter Mattson Google MLPerf ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

PETER MATTSON

Google

MLPerf: Driving Innovation by Measuring Performance

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Sean Lie Cerebras Systems Wafer-Scale ScaledML Conference TPU CPU GPU Computer Vision AI Artificial Intelligence Machine Learning

SEAN LIE

Cerebras Systems

Wafer-Scale ML

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