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Deep Learning Systems: Algorithms, Compilers, and Processors for Large-Scale Production

Posted By: AvaxGenius
Deep Learning Systems: Algorithms, Compilers, and Processors for Large-Scale Production

Deep Learning Systems: Algorithms, Compilers, and Processors for Large-Scale Production by Andres Rodriguez
English | PDF(True) | 2020 | 267 Pages | ISBN : 1681739682 | 5.4 MB

This book describes deep learning systems: the algorithms, compilers, and processor components to efficiently train and deploy deep learning models for commercial applications.
The exponential growth in computational power is slowing at a time when the amount of compute consumed by state-of-the-art deep learning (DL) workloads is rapidly growing. Model size, serving latency, and power constraints are a significant challenge in the deployment of DL models for many applications. Therefore, it is imperative to codesign algorithms, compilers, and hardware to accelerate advances in this field with holistic system-level and algorithm solutions that improve performance, power, and efficiency.

Computational Science - ICCS 2021

Posted By: AvaxGenius
Computational Science - ICCS 2021

Computational Science - ICCS 2021: 21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part VI by Maciej Paszynski
English | PDF | 2021 | 722 Pages | ISBN : 3030779793 | 67.2 MB

The six-volume set LNCS 12742, 12743, 12744, 12745, 12746, and 12747 constitutes the proceedings of the 21st International Conference on Computational Science, ICCS 2021, held in Krakow, Poland, in June 2021.*

Deep Learning Systems: Algorithms, Compilers, and Processors for Large-Scale

Posted By: Underaglassmoon
Deep Learning Systems: Algorithms, Compilers, and Processors for Large-Scale

Deep Learning Systems: Algorithms, Compilers, and Processors for Large-Scale
Morgan & Claypool | English | 2021 | ISBN-10: 1681739682 | 256 pages | PDF | 5.39 MB

by Andres Rodriguez (Author)
This book describes deep learning systems: the algorithms, compilers, and processor components to efficiently train and deploy deep learning models for commercial applications

Supercomputing

Posted By: AvaxGenius
Supercomputing

Supercomputing: 6th Russian Supercomputing Days, RuSCDays 2020, Moscow, Russia, September 21–22, 2020, Revised Selected Papers by Vladimir Voevodin
English | PDF | 2020 | 670 Pages | ISBN : 3030646157 | 69.8 MB

This book constitutes the refereed post-conference proceedings of the 6th Russian Supercomputing Days, RuSCDays 2020, held in Moscow, Russia, in September 2020.

High Performance Computing

Posted By: AvaxGenius
High Performance Computing

High Performance Computing: ISC High Performance 2020 International Workshops, Frankfurt, Germany, June 21–25, 2020, Revised Selected Papers by Heike Jagode
English | PDF | 2020 | 388 Pages | ISBN : 3030598500 | 44.75 MB

This book constitutes the refereed post-conference proceedings of 10 workshops held at the 35th International ISC High Performance 2020 Conference, in Frankfurt, Germany, in June 2020:

Computer Science – CACIC 2019

Posted By: AvaxGenius
Computer Science – CACIC 2019

Computer Science – CACIC 2019: 25th Argentine Congress of Computer Science, CACIC 2019, Río Cuarto, Argentina, October 14–18, 2019, Revised Selected Papers by Patricia Pesado
English | PDF | 2020 | 430 Pages | ISBN : 303048324X | 33.41 MB

This book constitutes revised selected papers from the 25th Argentine Congress on Computer Science, CACIC 2019, held in Río Cuarto, Argentina, in October 2019.