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pro vyhledávání: '"Adolf, Robert"'
Autor:
Reagen, Brandon, Gupta, Udit, Adolf, Robert, Mitzenmacher, Michael M., Rush, Alexander M., Wei, Gu-Yeon, Brooks, David
The large memory requirements of deep neural networks limit their deployment and adoption on many devices. Model compression methods effectively reduce the memory requirements of these models, usually through applying transformations such as weight p
Externí odkaz:
http://arxiv.org/abs/1711.04686
Deep learning has been popularized by its recent successes on challenging artificial intelligence problems. One of the reasons for its dominance is also an ongoing challenge: the need for immense amounts of computational power. Hardware architects ha
Externí odkaz:
http://arxiv.org/abs/1608.06581
Akademický článek
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Autor:
Dinopoulos, Alexander Carl1,2 ac.dinopoulos@gmail.com
Publikováno v:
Liverpool Law Review. Aug2024, Vol. 45 Issue 2, p255-280. 26p.
Autor:
Zhu, Yuhao, Reddi, Vijay Janapa, Adolf, Robert, Rama, Saketh, Reagen, Brandon, Wei, Gu-Yeon, Brooks, David
Publikováno v:
IEEE Micro; Jan2017, Vol. 37 Issue 1, p15-21, 7p
Publikováno v:
2014 IEEE International Symposium on Workload Characterization (IISWC); 2014, p110-119, 10p
Publikováno v:
2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops & Phd Forum; 2013, p1656-1664, 9p
Autor:
Halappanavar, Mahantesh, Chen, Yousu, Adolf, Robert, Haglin, David, Huang, Zhenyu, Rice, Mark
Publikováno v:
2012 SC Companion: High Performance Computing, Networking Storage & Analysis; 2012, p273-282, 10p
Autor:
Reagen, Brandon, Whatmough, Paul, Adolf, Robert, Rama, Saketh, Lee, Hyunkwang, Lee, Sae Kyu, Hernández-Lobato, José Miguel, Wei, Gu-Yeon, Brooks, David
Publikováno v:
ACM SIGARCH Computer Architecture News; Jun2016, Vol. 44 Issue 3, p267-278, 12p