CUDA application design and development
by Farber, Rob
As the computer industry retools to leverage massively parallel graphics processing units (GPUs), this book is designed to meet the needs of working software developers who need to understand GPU programming with CUDA and increase efficiency in their projects.
Read More ↓Title Statements
- Full title :CUDA application design and development / Rob Farber.
Summary
As the computer industry retools to leverage massively parallel graphics processing units (GPUs), this book is designed to meet the needs of working software developers who need to understand GPU programming with CUDA and increase efficiency in their projects.
Read More ↓Edition Statements
- Publication Date:©2011.
Publication Statements
- Publisher(s):Morgan Kaufmann
- Place of Publication:Waltham, MA
- Language:eng
- Publication Date:©2011.
The Physical Object
- Description:xvii, 315 pages : : illustrations ; : 24 cm.
Edition Identifiers
- ISBN:9780123884268, 0123884268
- oclc:ocn731925404
- LC Classification:QA76.76.A65
- Dewey Decimal:005.3
Table of Contents
First programs and how to think in CUDA -- CUDA for machine learning and optimization -- The CUDA tool suite : profiling a PCA/NLPCA functor -- The CUDA execution model -- CUDA memory -- Efficiently using GPU memory -- Techniques to increase parallelism -- CUDA for all GPU and CPU applications -- Mixing CUDA and rendering -- CUDA in a cloud and cluster environments -- CUDA for real problems -- Application focus on live streaming video.
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