May 2016
Intermediate to advanced
662 pages
20h 17m
English
book
Intel Xeon Phi Processor High Performance Programming, 2nd Edition
by James Jeffers, James Reinders, Avinash Sodani
Content preview from Intel Xeon Phi Processor High Performance Programming, 2nd Edition
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Chapter 24
Machine learning
Abstract
Focuses on mapping and executing machine learning algorithms on to Knights Landing. Discusses two specific algorithms that exercise different computational and memory access patterns and showcase the wide range of algorithms that can run on Knights Landing: Convolutional Neural Networks (CNNs), and k-Nearest Neighbors (KNN).
Keywords
MCDRAM; k-Nearest neighbors; Convolutional neural networks; kd-tree
Machine learning spans a broad set of algorithms that are used to extract useful models from raw data. These models in turn are used in a variety of mining tasks (where we extract one or more instances of a specific model ...
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