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Gpu computing gems pdf

gpu computing gems pdf

PTX ISA, this guide provides detailed instructions on the use of PTX, a low-level parallel thread execution virtual machine and instruction set architecture (ISA).
White Papers Floating Point and ieee 754 A number of issues related to floating point accuracy and compliance are a frequent source of confusion on both CPUs and GPUs.
This guide provides the minimal first-steps instructions for installation and verifying cuda on a standard system.
CuFFT The cuFFT library user guide.
Cusolver The cusolver library user guide.This guide discusses how to install and check for correct operation of the cuda Development Tools on GNU/Linux systems.Cublas The cublas library is an implementation of blas (Basic Linear Algebra Subprograms) on top of the nvidia cuda runtime.Cupti The cupti API.Debugger API The cuda debugger API.This guide summarizes the ways that applications can be fine-tuned to gain additional speedups by leveraging Pascal architectural features.Cuda-GDB The nvidia tool for debugging cuda applications running on Linux and Mac, providing developers with a mechanism for debugging cuda applications running on actual hardware.The PTX string generated by nvrtc can be loaded by cuModuleLoadData and cuModuleLoadDataEx, and linked with other modules by cuLinkAddData of the cuda Driver API.Cuda-memcheck cuda-memcheck is a suite of run time tools capable of precisely detecting out of bounds and misaligned memory access errors, checking device allocation leaks, reporting hardware errors and identifying shared memory data access hazards.

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The purpose of this white paper is to discuss the most common issues related to nvidia GPUs and to supplement the documentation in the CUDrogramming Guide.
YUV to RGB conversion of video is accomplished with cuda kernel.
It accepts cuda C source code in character string form and creates handles that can be used to obtain the PTX.Nvgraph fishman's pulmonary diseases and disorders fourth edition The nvgraph library user guide.Pascal Tuning Guide, pascal is nvidia's 5th-generation architecture for cuda compute applications.PTX exposes the GPU as a data-parallel computing device.Kepler Tuning Guide, kepler is nvidia's 3rd-generation architecture for cuda compute applications.Nsight Eclipse Edition Nsight Eclipse Edition getting started guide Profiler This is the guide to the Profiler.