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CUDA Fortran for Scientists and Engineers exhibits how high-efficiency software builders can leverage the facility of GPUs utilizing Fortran, the acquainted language of scientific computing and supercomputer efficiency benchmarking. The authors presume no prior parallel computing expertise, and cowl the fundamentals together with greatest practices for environment friendly GPU computing utilizing CUDA Fortran.
That will help you add CUDA Fortran to present Fortran codes, the book explains learn how to perceive the goal GPU structure, determine computationally intensive elements of the code, and modify the code to handle the data and parallelism and optimize efficiency. All of that is executed in Fortran, with out having to rewrite in one other language. Every idea is illustrated with precise examples so you’ll be able to instantly consider the efficiency of your code as compared.
Leverage the facility of GPU computing with PGI’s CUDA Fortran compilerGain insights from members of the CUDA Fortran language improvement teamIncludes multi-GPU programming in CUDA Fortran, masking each peer-to-peer and message passing interface (MPI) approachesIncludes full supply code for all of the examples and a number of case research Obtain supply code and slides from the book's companion web site
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