Using OpenCL: programming massively parallel computers

by Kowalik, Janusz S.

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Title Statements

Full title :Using OpenCL : programming massively parallel computers / Janusz Kowalik and Tadeusz Puźniakowski.

Edition Statements

Publication Date:©2012.

Publication Statements

Publisher(s):IOS Press
Place of Publication:Amsterdam
Language:eng
Publication Date:©2012.

Notes

Some online versions may be missing accompanying materials.

The Physical Object

Description:1 online resource (xiv, 295 pages) : : illustrations (some color)

Edition Identifiers

ISBN:9781614990307, 1614990301
oclc:ocn812180739
LC Classification:QA76.73.O213
Dewey Decimal:005.13/3

Title Page; Preface; Contents; Introduction; Existing Standard Parallel Programming Systems; MPI; OpenMP; Two Parallelization Strategies: Data Parallelism and Task Parallelism; Data Parallelism; Task Parallelism; Example; History and Goals of OpenCL; Origins of Using GPU in General Purpose Computing; Short History of OpenCL; Heterogeneous Computer Memories and Data Transfer; Heterogeneous Computer Memories; Data Transfer; The Fourth Generation CUDA; Host Code; Phase a. Initialization and Creating Context; Phase b. Kernel Creation, Compilation and Preparations for Kernel Execution

Phase c. Creating Command Queues and Kernel ExecutionFinalization and Releasing Resource; Applications of Heterogeneous Computing; Accelerating Scientific/Engineering Applications; Conjugate Gradient Method; Jacobi Method; Power Method; Monte Carlo Methods; Conclusions; Benchmarking CGM; Introduction; Additional CGM Description; Heterogeneous Machine; Algorithm Implementation and Timing Results; Conclusions; OpenCL Fundamentals; OpenCL Overview; What is OpenCL; CPU + Accelerators; Massive Parallelism Idea; Work Items and Workgroups; OpenCL Execution Model; OpenCL Memory Structure

OpenCL C Language for P…

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