Scaling for edge inference of deep neural networks
Deep neural networks offer considerable potential across a range of applications, from
advanced manufacturing to autonomous cars. A clear trend in deep neural networks is the …
advanced manufacturing to autonomous cars. A clear trend in deep neural networks is the …
A domain-specific supercomputer for training deep neural networks
A domain-specific supercomputer for training deep neural networks Page 1 JULY 2020 | VOL.
63 | NO. 7 | COMMUNICATIONS OF THE ACM 67 DOI:10.1145/3360307 Google’s TPU …
63 | NO. 7 | COMMUNICATIONS OF THE ACM 67 DOI:10.1145/3360307 Google’s TPU …
In-datacenter performance analysis of a tensor processing unit
Many architects believe that major improvements in cost-energy-performance must now
come from domain-specific hardware. This paper evaluates a custom ASIC---called a Tensor …
come from domain-specific hardware. This paper evaluates a custom ASIC---called a Tensor …
Motivation for and evaluation of the first tensor processing unit
The first-generation tensor processing unit (TPU) runs deep neural network (DNN) inference
15-30 times faster with 30-80 times better energy efficiency than contemporary CPUs and …
15-30 times faster with 30-80 times better energy efficiency than contemporary CPUs and …
Graphlab: A new framework for parallel machine learning
Designing and implementing efficient, provably correct parallel machine learning (ML)
algorithms is challenging. Existing high-level parallel abstractions like MapReduce are …
algorithms is challenging. Existing high-level parallel abstractions like MapReduce are …
Algorithm-based fault tolerance for matrix operations
KH Huang, JA Abraham - IEEE transactions on computers, 1984 - ieeexplore.ieee.org
The rapid progress in VLSI technology has reduced the cost of hardware, allowing multiple
copies of low-cost processors to provide a large amount of computational capability for a …
copies of low-cost processors to provide a large amount of computational capability for a …
[图书][B] Models of computation
JE Savage - 1998 - dna.caltech.edu
Models of Computation.ppt [Read-Only] Page 1 Models of Computation John E Savage
Computer Science Brown University CBSSS 2004 July 16, 2004 Page 2 CBSSS: JE Savage …
Computer Science Brown University CBSSS 2004 July 16, 2004 Page 2 CBSSS: JE Savage …
[图书][B] Algorithmen und datenstrukturen
P Widmayer, T Ottmann - 1993 - Springer
Im Zentrum des Interesses der Informatik hat sich in den letzten Jahren das Gebiet
Algorithmen und Datenstrukturen beachtlich entwickelt. Dabei geht es sowohl um den …
Algorithmen und Datenstrukturen beachtlich entwickelt. Dabei geht es sowohl um den …
The cube-connected cycles: a versatile network for parallel computation
FP Preparata, J Vuillemin - Communications of the ACM, 1981 - dl.acm.org
An interconnection pattern of processing elements, the cube-connected cycles (CCC), is
introduced which can be used as a general purpose parallel processor. Because its design …
introduced which can be used as a general purpose parallel processor. Because its design …
[图书][B] Parallel computation: models and methods
SG Akl - 1997 - dl.acm.org
Parallel computation | Guide books skip to main content ACM Digital Library home ACM home
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