Screen LibraryEfficient processing of deep neural networks /
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| Main Authors: | |
|---|---|
| Group Author: | ; ; |
| Published: |
Morgan & Claypool Publishers,
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| Publisher Address: | [San Rafael, California] : |
| Publication Dates: | [2020] |
| Literature type: | Book |
| Language: | English |
| Series: |
Synthesis lectures on computer architecture,
#50 |
| Subjects: | |
| Carrier Form: | xxi, 319 pages : illustrations (chiefly color) ; 25 cm. |
| Bibliography: | Includes bibliographical references (pages 283-316). |
| ISBN: |
9781681738314 1681738317 9781681738338 1681738333 9781681738352 168173835X |
| Index Number: | QA76 |
| CLC: | TP183 |
| Call Number: | TP183/S997 |
| Contents: | 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 -- Adva |