Yurtoglu Mete
Yurtoglu Mete - Cuda For Engineers An Introduction To High - Performance Parallel Computing - Paperback
Yurtoglu Mete - Cuda For Engineers An Introduction To High - Performance Parallel Computing - Paperback
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Binding: Paperback
Description: CUD a for Engineers gives you direct hands - on engagement with personal high - performance parallel computing enabling you to do computations on a gaming - level PC that would have required a supercomputer just a few years ago. The authors introduce the essentials of CUD a C programming clearly and concisely quickly guiding you from running sample programs to building your own code. Throughout you ll learn from complete examples you can build run and modify complemented by additional projects that deepen your understanding. All projects are fully developed with detailed building instructions for all major platforms. Ideal for any scientist engineer or student with at least introductory programming experience this guide assumes no specialized background in GPU - based or parallel computing. In an appendix the authors also present a refresher on C programming for those who need it. Coverage includes Preparing your computer to run CUD a programs Understanding CUD a's parallelism model and C extensions Transferring data between CPU and GPU Managing timing profiling error handling and debugging Creating 2 D grids Interoperating with Open GL to provide real - time user interactivity Performing basic simulations with differential equations Using stencils to manage related computations across threads Exploiting CUD a's shared memory capability to enhance performance Interacting with 3 D data: slicing volume rendering and ray casting Using CUD a libraries Finding more CUD a resources and code Realistic example applications include Visualizing functions in 2 D and 3 D Solving differential equations while changing initial or boundary conditions Viewing/processing images or image stacks Computing inner products and centroids Solving systems of linear algebraic equations Monte - Carlo computations
Title: Cuda For Engineers An Introduction To High - Performance Parallel Computing
Author(s): Yurtoglu Mete
Publisher: Pearson Education (Us)
Barcode: 9780134177410
Pages: 352 Pages
Publication Date: 11/12/2015
Category: Parallel Processing
Description: CUD a for Engineers gives you direct hands - on engagement with personal high - performance parallel computing enabling you to do computations on a gaming - level PC that would have required a supercomputer just a few years ago. The authors introduce the essentials of CUD a C programming clearly and concisely quickly guiding you from running sample programs to building your own code. Throughout you ll learn from complete examples you can build run and modify complemented by additional projects that deepen your understanding. All projects are fully developed with detailed building instructions for all major platforms. Ideal for any scientist engineer or student with at least introductory programming experience this guide assumes no specialized background in GPU - based or parallel computing. In an appendix the authors also present a refresher on C programming for those who need it. Coverage includes Preparing your computer to run CUD a programs Understanding CUD a's parallelism model and C extensions Transferring data between CPU and GPU Managing timing profiling error handling and debugging Creating 2 D grids Interoperating with Open GL to provide real - time user interactivity Performing basic simulations with differential equations Using stencils to manage related computations across threads Exploiting CUD a's shared memory capability to enhance performance Interacting with 3 D data: slicing volume rendering and ray casting Using CUD a libraries Finding more CUD a resources and code Realistic example applications include Visualizing functions in 2 D and 3 D Solving differential equations while changing initial or boundary conditions Viewing/processing images or image stacks Computing inner products and centroids Solving systems of linear algebraic equations Monte - Carlo computations
Title: Cuda For Engineers An Introduction To High - Performance Parallel Computing
Author(s): Yurtoglu Mete
Publisher: Pearson Education (Us)
Barcode: 9780134177410
Pages: 352 Pages
Publication Date: 11/12/2015
Category: Parallel Processing
