CUDA C++ Standard Library API Reference v11.6 | February 2022 Table of Contents Overview... iii CUDA C++ Standard Library v11.6 | ii Overview libcu++ is the NVIDIA C++ Standard Library for your entire system. It provides a heterogeneous implementation of t...
Domains with CUDA-Accelerated Applications CUDA accelerates applications across a wide range of domains from image processing, to deep learning, numerical analytics and computational science. More Applications Get Started with CUDA Get started with CUDA by downloading the CUDA Toolkit and exploring introduc...
CUDA C++ Standard Library Overview CUDA C++ Standard Library (PDF) - v11.8.0 (older) - Last updated October 3, 2022 - Send FeedbackCUDA C++ Standard Library The API reference for the CUDA C++ standard library. Overview libcu++ is the NVIDIA C++ Standard Library for your entire system. It...
Accelerating Convolution with Tensor Cores in… Multi-GPU Programming with CUDA, GPUDirect,… Accelerating Scientific Computing Applications… Resources Documentation Training Community Get Started Members of the NVIDIA Developer Program get early access to all CUDA library releases and the NVIDIA online bug...
can develop, optimize, and deploy your applications on GPU-accelerated embedded systems, desktop workstations, enterprise data centers, cloud-based platforms, and supercomputers. The toolkit includes GPU-accelerated libraries, debugging and optimization tools, a C/C++ compiler, and a runtime library....
最近改了个cuda c++的程序,学了点c++和thrust library的皮毛,在cuda c++中利用thrust包进行并行计算编程时,认识到,几乎所有自定义的并行操作都是以构造计算元素的迭代器,和计算元素的functor,来进行的,本文…
CUDA的编程接口由一系列C语言的扩展和运行库(runtime library)组成。 C语言的扩展在第二章“编程模型”中有所提及,如内核函数、线程网格和线程块等;运行库则是在CUDA Driver API的基础上建立的。用户可以直接在应用程序中跳过CUDA,直接调用CUDA Driver API,以便更底层地操作GPU,如操作GPU的上下文。不过对于大多数应...
cuDNN(CUDA Deep Neural Network Library)是由NVIDIA开发的用于深度学习的加速库。cuDNN旨在优化神经网络的前向传播和反向传播过程,以利用NVIDIA GPU的并行计算能力,从而加速深度学习模型的训练和推理。 「深度学习加速」: cuDNN是专门为深度学习任务而设计的,旨在加速神经网络的训练和推理。它提供了一系列高度优化的算...
A library's ABI includes, but is not limited to:The mangled names of functions and types The size and alignment of objects and types The semantics of the bytes in the binary representation of an objectAn ABI Breaking Change is any change that results in a change to the ABI of a ...
NVIDIA cuRAND(CUDA Random Number Generation library)是 NVIDIA 提供的一个高性能伪随机数生成库,用于在 NVIDIA GPU 上生成随机数。cuRAND 支持多种随机数生成算法,提供了生成均匀分布、正态分布、泊松分布等多种分布的随机数。cuRAND 能够利用 GPU 的并行计算能力,快速生成大量高质量的随机数。