December 2014
Intermediate to advanced
785 pages
29h 35m
English
Content preview from Accelerating MATLAB Performance
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7
Explicit Parallelization by Other Means
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7.1 GPU Acceleration Using Jacket
Jacket is a library developed by AccelerEyes, which provides GPU acceleration of many
MATLAB built-in functions and language constructs.
1025
The main design philosophy
behind Jacket was to make the transition from a CPU-bound MATLAB program to a fully
GPU-accelerated MATLAB program as transparent as possible to enable rapid development
of GPU computing applications in MATLAB. In essence, this was achieved by introducing
several GPU-specic data types in the M-language with overloaded operators, as well as
by exploiting the inherent parallel nature of M-language constructs. ...
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