Rodriguez, Andres,

Deep learning systems : algorithms, compilers, and processors for large-scale production / Andres Rodriguez. - xx, 245 pages : color illustrations ; 24 cm. - Synthesis lectures on computer architecture .

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.

9781681739663


Machine learning.
Artificial intelligence.
Compilers (Computer programs)
Computer algorithms.
Artificial intelligence--Data processing.

Q325.5

006.31 / R618d