Book of Donmon Teith

This Synthesis Lecture focuses on techniques for efficient data orchestration within DNN accelerators. The End of Moore's Law, coupled with the increasing growt

This book describes deep learning systems: the algorithms, compilers, and processor components to efficiently train and deploy deep learning models for commerci

Deep learning has emerged as a new engine for many of today's artificial intelligence/machine learning systems, leading to several recent breakthroughs in visio

The recent "Cambrian explosion" of Deep Learning (DL) algorithms in concert with the end of Moore's Law and Dennard Scaling has spurred interest in the design o

Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning—e