Lecture by Vivienne Sze in January 2020, part of the MIT Deep Learning Lecture Series.
Website:
Slides:
Playlist:
LECTURE LINKS:
Twitter:
YouTube:
MIT professional course:
NeurIPS 2019 tutorial:
Tutorial and survey paper:
Book coming out in Spring 2020!
OUTLINE:
0:00 – Introduction
0:43 – Talk overview
1:18 – Compute for deep learning
5:48 – Power consumption for deep learning, robotics, and AI
9:23 – Deep learning in the context of resource use
12:29 – Deep learning basics
20:28 – Hardware acceleration for deep learning
57:54 – Looking beyond the DNN accelerator for acceleration
1:03:45 – Beyond deep neural networks
CONNECT:
– If you enjoyed this video, please subscribe to this channel.
– Twitter:
– LinkedIn:
– Facebook:
– Instagram:
source
