Zobrazeno 1 - 10
of 19
pro vyhledávání: '"Thomas B. Jablin"'
Autor:
Sheng Li, George Kurian, Zongwei Zhou, Xiaoyu Ma, Thomas B. Jablin, David A. Patterson, Mark Gottscho, Norman P. Jouppi, Doe Hyun Yoon, Peter Ma, Cliff Young, Thomas Norrie, Sushma Prasad, Matthew Ashcraft, Nishant Patil, James Laudon
Publikováno v:
ISCA
Google deployed several TPU generations since 2015, teaching us lessons that changed our views: semi-conductor technology advances unequally; compiler compatibility trumps binary compatibility, especially for VLIW domain-specific architectures (DSA);
Publikováno v:
Proceedings of the ACM on Programming Languages. 1:1-24
Direct sharing and storing of memory objects allows high-performance and low-overhead collaboration between parallel processes or application workflows with loosely coupled programs. However, sharing of objects is hindered by the inability to use sub
Autor:
Mark Charlebois, Dave Fick, Sachin Satish Idgunji, Yuchen Zhou, Michael Thomson, Ashish Sirasao, George Yuan, Anton Lokhmotov, Koichi Yamada, Tom St. John, Bing Yu, Jeff Jiao, Arun Tejusve Raghunath Rajan, Paulius Micikevicius, Ephrem C. Wu, Francisco Massa, Carole-Jean Wu, Hanlin Tang, David Lee, William Chou, Frank Wei, Jared Duke, Cody Coleman, Sam Davis, Jeffery Liao, Itay Hubara, Dilip Sequeira, Lingjie Xu, Pan Deng, Vijay Janapa Reddi, Guenther Schmuelling, Gennady Pekhimenko, Maximilien Breughe, Peng Meng, Greg Diamos, David Kanter, Colin Osborne, Thomas B. Jablin, Peizhao Zhang, Fei Sun, Pankaj Kanwar, Ramesh Chukka, J. Scott Gardner, Aaron Zhong, Christine Cheng, Peter Mattson, Brian M. Anderson
Publikováno v:
ISCA
Machine-learning (ML) hardware and software system demand is burgeoning. Driven by ML applications, the number of different ML inference systems has exploded. Over 100 organizations are building ML inference chips, and the systems that incorporate ex
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7a2417894de20d08d29ba667a4080f9a
Autor:
Izzat El Hajjy, Simon Garcia de Gonzaloy, Wen-mei W. Hwu, Li-Wen Changy, Juan Gómez-Luna, Thomas B. Jablin, Antonio J. Peña, Victor Garcia-Floreszx
Publikováno v:
ISPASS
Heterogeneous system architectures are evolving towards tighter integration among devices, with emerging features such as shared virtual memory, memory coherence, and systemwide atomics. Languages, device architectures, system specifications, and app
Publikováno v:
2017 IEEE/ACM International Symposium on Code Generation and Optimization (CGO).
Autor:
Prakash Prabhu, Sotiris Apostolakis, Soumyadeep Ghosh, David I. August, Jialu Huang, Jae W. Lee, Thomas B. Jablin
Publikováno v:
PACT
Automatic parallelization has shown promise in producing scalable multi-threaded programs for multi-core architectures. Most existing automatic techniques parallelize independent loops and insert global synchronization between loop invocations. For p
Publikováno v:
ASPLOS
With the right techniques, multicore architectures may be able to continue the exponential performance trend that elevated the performance of applications of all types for decades. While many scientific programs can be parallelized without speculativ
Publikováno v:
IEEE Signal Processing Magazine. 26:55-63
To overcome challenges stemming from high power densities and thermal hot spots in microprocessors, multicore computing platforms have emerged as the ubiquitous computing platform from servers down through embedded systems. Unfortunately, providing m
Publikováno v:
IEEE Micro. 28:12-20
Autor:
Javier Cabezas, Lluis Vilanova, Wen-mei W. Hwu, Isaac Gelado, Thomas B. Jablin, Nacho Navarro
Publikováno v:
ICS
In this paper we present AMGE, a programming framework and runtime system that transparently decomposes GPU kernels and executes them on multiple GPUs in parallel. AMGE exploits the remote memory access capability in modern GPUs to ensure that data c