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.