Title :
Toward accelerating deep learning at scale using specialized hardware in the datacenter
Author :
Kalin Ovtcharov;Olatunji Ruwase;Joo-Young Kim;Jeremy Fowers;Karin Strauss;Eric S. Chung
Abstract :
Presents a collection of slides covering the following topics: FPGA; data center; deep learning; cloud specialization tradeoff; and deep convolutional neural network.
Keywords :
"Acceleration","Machine learning","Hardware","Field programmable gate arrays","Neural networks","Energy efficiency","Reconfigurable architectures"
Conference_Titel :
Hot Chips 27 Symposium (HCS), 2015 IEEE
DOI :
10.1109/HOTCHIPS.2015.7477459
