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NVIDIA CUDA Programming Guide

Version 4/16/2012 NVIDIA cuda NVIDIA cuda C Programming Guide ii cuda C Programming Guide Version Changes from Version Updated Chapter 4, Chapter 5, and Appendix F to include information on devices of compute capability Replaced each reference to processor core with multiprocessor in Section Replaced Table A-1 by a reference to Added new Section on the warp shuffle functions. cuda C Programming Guide Version iii Table of Contents Chapter 1. Introduction .. 1 From Graphics Processing to General-Purpose Parallel Computing .. 1 cuda : a General-Purpose Parallel Computing Architecture .. 3 A Scalable Programming Model .. 4 Document s Structure .. 6 Chapter 2. Programming Model .. 7 Kernels .. 7 Thread Hierarchy .. 8 Memory Hierarchy .. 10 Heterogeneous Programming .. 11 Compute Capability .. 14 Chapter 3.

Figure 3-1. Matrix Multiplication without Shared Memory..... 24 Figure 3-2. Matrix Multiplication with Shared Memory ..... 28 Figure 3-3. The Driver API is Backward, but Not Forward Compatible ..... 59 Figure E-1.

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