Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Shlomi Alkalay"'
Autor:
Prerak Patel, Gabriel Weisz, Kalin Ovtcharov, Lo Daniel, Doug Burger, Shlomi Alkalay, Stephen F. Heil, Adam Sapek, Michael Haselman, Steven K. Reinhardt, Todd Massengill, Jeremy Fowers, Eric S. Chung, Michael K. Papamichael, Adrian M. Caulfield, Logan Adams, Sitaram Lanka, Ming Liu, Lisa Woods, Mahdi Ghandi
Publikováno v:
IEEE Micro. 39:20-28
Growing computational demands from deep neural networks (DNNs), coupled with diminishing returns from general-purpose architectures, have led to a proliferation of Neural Processing Units (NPUs). This paper describes the Project Brainwave NPU (BW-NPU
Autor:
Friedel van Megen, Oren Firestein, Bita Darvish Rouhani, Mahdi Ghandi, Christian Boehn, Prerak Patel, Kara Kagi, Hari Angepat, Doug Burger, Brandon Perez, Raja Seera, Tamas Juhasz, Jeremy Fowers, Shlomi Alkalay, Logan Adams, Gabriel Weisz, Balaji Sridharan, Sangeetha Shekar, Kyle Holohan, Ritchie Zhao, Amanda Rapsang, Ahmad M. El Husseini, Adam Sapek, Todd Massengill, Kalin Ovtcharov, Sitaram Lanka, Dan Zhang, Michael K. Papamichael, Derek Chiou, Lo Daniel, Michael Haselman, Lisa Woods, Kang Su Gatlin, Maleen Abeydeera, Phillip Yi Xiao, Steven K. Reinhardt, Adrian M. Caulfield, Eric S. Chung, Alessandro Forin, Stephen F. Heil, Ratna Kumar Kovvuri, Dima Mukhortov, Ming Liu
Publikováno v:
IEEE Micro. 38:8-20
To meet the computational demands required of deep learning, cloud operators are turning toward specialized hardware for improved efficiency and performance. Project Brainwave, Microsofts principal infrastructure for AI serving in real time, accelera
Autor:
Stephen F. Heil, Sitaram Lanka, Eric S. Chung, Adrian M. Caulfield, Oren Firestein, Doug Burger, Raja Seera, Kyle Holohan, Michael Haselman, Michael K. Papamichael, Derek Chiou, Puneet Kaur, Rimon Tadros, Andrew Putnam, Matt Humphrey, Shlomi Alkalay, Hari Angepat, Jason Thong, Lisa Woods, Todd Massengill, Tamas Juhasz, Kalin Ovtcharov, Lo Daniel
Publikováno v:
FPGA
In 2015, a team of software and hardware developers at Microsoft shipped the world?s first commercial search engine accelerated using FPGAs in the datacenter. During the sprint to production, new algorithms in the Bing ranking service were ported int