Search Results - "Sapek, Adam"

A Configurable Cloud-Scale DNN Processor for Real-Time AI by Fowers, Jeremy, Ovtcharov, Kalin, Papamichael, Michael, Massengill, Todd, Liu, Ming, Lo, Daniel, Alkalay, Shlomi, Haselman, Michael, Adams, Logan, Ghandi, Mahdi, Heil, Stephen, Patel, Prerak, Sapek, Adam, Weisz, Gabriel, Woods, Lisa, Lanka, Sitaram, Reinhardt, Steven K., Caulfield, Adrian M., Chung, Eric S., Burger, Doug

“…Interactive AI-powered services require low-latency evaluation of deep neural network (DNN) models-aka ""real-time AI"". The growing demand for computationally…”
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Serving DNNs in Real Time at Datacenter Scale with Project Brainwave by Chung, Eric, Fowers, Jeremy, Ovtcharov, Kalin, Papamichael, Michael, Caulfield, Adrian, Massengill, Todd, Liu, Ming, Lo, Daniel, Alkalay, Shlomi, Haselman, Michael, Abeydeera, Maleen, Adams, Logan, Angepat, Hari, Boehn, Christian, Chiou, Derek, Firestein, Oren, Forin, Alessandro, Gatlin, Kang Su, Ghandi, Mahdi, Heil, Stephen, Holohan, Kyle, El Husseini, Ahmad, Juhasz, Tamas, Kagi, Kara, Kovvuri, Ratna K., Lanka, Sitaram, van Megen, Friedel, Mukhortov, Dima, Patel, Prerak, Perez, Brandon, Rapsang, Amanda, Reinhardt, Steven, Rouhani, Bita, Sapek, Adam, Seera, Raja, Shekar, Sangeetha, Sridharan, Balaji, Weisz, Gabriel, Woods, Lisa, Yi Xiao, Phillip, Zhang, Dan, Zhao, Ritchie, Burger, Doug

“…To meet the computational demands required of deep learning, cloud operators are turning toward specialized hardware for improved efficiency and performance…”
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Inside Project Brainwave's Cloud-Scale, Real-Time AI Processor by Fowers, Jeremy, Ovtcharov, Kalin, Papamichael, Michael K., Massengill, Todd, Liu, Ming, Lo, Daniel, Alkalay, Shlomi, Haselman, Michael, Adams, Logan, Ghandi, Mahdi, Heil, Stephen, Patel, Prerak, Sapek, Adam, Weisz, Gabriel, Woods, Lisa, Lanka, Sitaram, Reinhardt, Steven K., Caulfield, Adrian M., Chung, Eric S., Burger, Doug

“…Growing computational demands from deep neural networks (DNNs), coupled with diminishing returns from general-purpose architectures, have led to a…”
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Wavefront Threading Enables Effective High-Level Synthesis by Pelton, Blake, Sapek, Adam, Eguro, Ken, Lo, Daniel, Forin, Alessandro, Humphrey, Matt, Xi, Jinwen, Cox, David, Karandikar, Rajas, Licht, Johannes de Fine, Babin, Evgeny, Caulfield, Adrian, Burger, Doug

“…Digital systems are growing in importance and computing hardware is growing more heterogeneous. Hardware design, however, remains laborious and expensive, in…”
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