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Efficient processing of deep neural ...

Sze, Vivienne,

Efficient processing of deep neural networks /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Efficient processing of deep neural networks // Vivienne Sze ... [et al.].
其他作者:	Sze, Vivienne,
出版者:	[San Rafael, California] :Morgan & Claypool Publishers, : c2020.,
面頁冊數:	xxi, 319 p. :ill. (chiefly col.) ; : 25 cm.;
標題:	Machine learning. -
ISBN:	9781681738314 (pbk.) :

Efficient processing of deep neural networks /
Efficient processing of deep neural networks /Vivienne Sze ... [et al.]. - [San Rafael, California] :Morgan & Claypool Publishers,c2020. - xxi, 319 p. :ill. (chiefly col.) ;25 cm. - Synthesis lectures on computer architecture,#501935-3235 ;. - Synthesis lectures in computer architecture ;#41 .

Includes bibliographical references (p. 283-316).

Overview of deep neural networks -- Key metrics and design objectives -- Kernel computation -- Designing DNN accelerators -- Operation mapping on specialized hardware -- Reducing precision -- Exploiting sparsity -- Designing efficient DNN models -- Advanced technologies.

British Library not licensed to copy

0.

ISBN: 9781681738314 (pbk.) :NT2502

Nat. Bib. Agency Control No.: 020009069UkSubjects--Topical Terms:

561253
Machine learning.

LC Class. No.: QA76.87 / .S98 2020

Dewey Class. No.: 006.3/2

Efficient processing of deep neural networks /
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245 0 0 $a Efficient processing of deep neural networks / $c Vivienne Sze ... [et al.].
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300 $a xxi, 319 p. : $b ill. (chiefly col.) ; $c 25 cm.
490 1 $a Synthesis lectures on computer architecture, $x 1935-3235 ; $v #50
504 $a Includes bibliographical references (p. 283-316).
505 0 # $a Overview of deep neural networks -- Key metrics and design objectives -- Kernel computation -- Designing DNN accelerators -- Operation mapping on specialized hardware -- Reducing precision -- Exploiting sparsity -- Designing efficient DNN models -- Advanced technologies.
540 $a British Library not licensed to copy $c 0. $5 Uk
650 # 0 $a Machine learning. $3 561253
650 # 0 $a Neural networks (Computer science) $3 528588
700 1 # $a Sze, Vivienne, $e author. $3 1335152
830 0 $a Synthesis lectures in computer architecture ; $v #41 $3 1137472