https://github.com/Kedreamix/pytorch-cppcuda-tutorialgithub.com/Kedreamix/pytorch-cppcuda-tutori...
-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...
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 CUDA Upgrades for Jetson Devices ...
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 ...
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...
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,...
opencv.hpp"#include<opencv2/core/cuda.hpp>#include<opencv2/cudaarithm.hpp>#include<opencv2/core/version.hpp>intmain(intargc,char* argv[]){//Read Two Imagescv::Mat h_img1 = cv::imread("/home/lyn/Documents/work-data/test_code/opencv/learn_code/""opencv_tutorial_data-master/images/sp_...
This CUDA tutorial will explore and experiment with the performance improvements and ramifications when using atomic functions in a CUDA kernel.
Anyone who is unfamiliar with CUDA and wants to learn it, at a beginner's level, should read this tutorial, provided they complete the pre-requisites. It can also be used by those who already know CUDA and want to brush-up on the concepts....
Hi, thanks for this tutorial! I have a GeForce 210 card, and when I run this program, I get Max error: 2.000000 Whereas you see a max error of zero. It seems like the y[i] array is not getting operated on with my computer setup, but I get no compiler errors with nvcc. When I...