Download CUDA for Engineers: An Introduction to High-Performance by Duane Storti,Mete Yurtoglu PDF

By Duane Storti,Mete Yurtoglu

CUDA for Engineers promises direct, hands-on engagement with own, high-performance parallel computing, permitting you to do computations on a gaming-level computing device that may have required a supercomputer quite a few years in the past.

 

The authors introduce the necessities of CUDA C programming truly and concisely, quick guiding you from working pattern courses to development your personal code. all through, you’ll research from entire examples you could construct, run, and regulate, complemented by means of extra tasks that deepen your knowing. All initiatives are totally constructed, with targeted development directions for all significant platforms.

 

Ideal for any scientist, engineer, or pupil with at the very least introductory programming adventure, this consultant assumes no really expert heritage in GPU-based or parallel computing. In an appendix, the authors additionally current a refresher on C programming if you want it.

 

Coverage includes

  • Preparing your desktop to run CUDA programs
  • Understanding CUDA’s parallelism version and C extensions
  • Transferring information among CPU and GPU
  • Managing timing, profiling, mistakes dealing with, and debugging
  • Creating second grids
  • Interoperating with OpenGL to supply real-time consumer interactivity
  • Performing simple simulations with differential equations
  • Using stencils to regulate comparable computations throughout threads
  • Exploiting CUDA’s shared reminiscence potential to reinforce performance
  • Interacting with 3D information: cutting, quantity rendering, and ray casting
  • Using CUDA libraries
  • Finding extra CUDA assets and code

 

Realistic instance purposes include

  • Visualizing capabilities in second and 3D
  • Solving differential equations whereas altering preliminary or boundary conditions
  • Viewing/processing pictures or photograph stacks
  • Computing internal items and centroids
  • Solving platforms of linear algebraic equations
  • Monte-Carlo computations

 

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