-gencode=arch=compute_86,code=sm_86 --compiler-options'-fPIC'-std=c++14 -c /path/workdirs/pytorch-cppcuda-tutorial/interpolation_kernel.cu -o interpolation_kernel.cuda.o[2/2]c++ interpolation.o interpolation_kernel.cuda.o -shared -L/path/anaconda3/envs/cppcuda/lib/python3.10/site-packages...
USE_CXX11_ABI=0 -fPIC -std=c++14 -c /path/workdirs/pytorch-cppcuda-tutorial/lltm/lltm.cpp...
CUDA C/C++ Basics Supercomputing 2011 Tutorial Cyril Zeller, NVIDIA Corporation © NVIDIA Corporation 2011 What is CUDA? CUDA Architecture Expose GPU computing for general purpose Retain performance CUDA C/C++ Based on industry-standard C/C++ Small set of extensions ...
CUDA是一种通用的并行计算平台和编程模型,是在C语言上扩展的。借助于CUDA,你可以像编写C语言程序一样实现并行算法。你可以在NIVDIA的GPU平台上用CUDA为多种系统编写应用程序,范围从嵌入式设备、平板电脑、笔记本电脑、台式机工作站到HPC集群。在CUDA编程平台中,GPU并不是一个独立运行的计算平台,而需要与CPU协同工作,...
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Tutorials CUDA Developer Tools is a series of tutorial videos designed to get you started using NVIDIA Nsight™ tools for CUDA development. It explores key features for CUDA profiling, debugging, and optimizing. CUDA Compatibility Watch Video ...
前段时间一直在做算子上的优化加速工作,在和其他同学的讨论中发现用Cuda编写算子存在一定的门槛。虽然知乎上有很多优秀的教学指南、PyTorch官方也给出了tutorial(具体地址会放在文章末尾),但是对于每个环节的介绍与踩坑点似乎没有详实的说明。 结合我当时入门...
Title: CUDA Tutorial Author(s) Putt Sakdhnagool Publisher: ReadTheDocs Paperback: N/A eBook: HTML and PDF Language: English ISBN-10/ASIN: N/A ISBN-13: N/A Share This: Book Description This book introduces the essentials of CUDA C programming clearly and concisely, quickly guiding ...
This CUDA tutorial will explore and experiment with the performance improvements and ramifications when using atomic functions in a CUDA kernel.
在CUDA中我们要接触到的内存主要有:寄存器,Local内存,Shared内存,Global内存,Constant内存,Texture内存。 有些类似于C内存的分配类型了。而且内存可以分配为数组或者是普通线性内存,CUDA提供API可以正确的进行内存拷贝等操作。 后面我们将谈到如何优化GPU内存。从上面的资料我们可以看出,这里的Grid概念类似于Process,也就是...