SDA: Software-defined accelerator for large-scale DNN systems

This article consists of a collection of slides from the author's conference presentation on the special features, system design and architectures, processing capabilities, and targeted markets for Baidu's family of software defined accelerator products (SDA) for large scale deep neural ne...

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Bibliographic Details
Published in2014 IEEE Hot Chips 26 Symposium (HCS) pp. 1 - 23
Main Authors Jian Ouyang, Shiding Lin, Wei Qi, Yong Wang, Bo Yu, Song Jiang
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.08.2014
Subjects
Accelerators
Algorithm design and analysis
Biological neural networks
Internet
Mobile communication
Neural networks
Software defined networks
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Summary:This article consists of a collection of slides from the author's conference presentation on the special features, system design and architectures, processing capabilities, and targeted markets for Baidu's family of software defined accelerator products (SDA) for large scale deep neural network (DNN) systems.
DOI:10.1109/HOTCHIPS.2014.7478821