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Deep learning systems : algorithms, compilers, and processors for large-scale production / Andres Rodriguez.

By: Material type: TextTextSeries: Synthesis lectures on computer architecturePublisher: Cham, Switzerland : Morgan & Claypool, 2021Description: xx, 245 pages : color illustrations ; 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781681739663
Subject(s): DDC classification:
  • 006.31 R618d 23
LOC classification:
  • Q325.5
Contents:
Introduction -- Building blocks -- Models and applications -- Training a Model -- Distributed training -- Reducing the model size -- Hardware -- Compiler Optimizations -- Frameworks and compilers -- Opportunities and challenges.
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Holdings
Item type Current library Shelving location Call number Copy number Status Date due Barcode
Books Books Main Library Graduate School Library GRD 006.31 R618d 2021 (Browse shelf(Opens below)) 1-1 Available 026348

Includes bibliographical references.

Introduction -- Building blocks -- Models and applications -- Training a Model -- Distributed training -- Reducing the model size -- Hardware -- Compiler Optimizations -- Frameworks and compilers -- Opportunities and challenges.

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