you 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 libra...
这使得运行时间最短,因为code generation总是发生在编译期间,如果你只指明了-gencode而忽略了-arch,GPU code generation会由CUDA驱动在JIT编译器产生。 若要加速CUDA编译,就减少不相关-gencode标志的数量,然而有时我们却希望更好的CUDA向后兼容性,只能添加更多的-gencode。 1.2 首先检查你使用的GPU型号和CUDA版本 ...
在VS里控制代码生成比较简单,只需要把项目属性中CUDA C/C++的device下的CodeGeneration改掉就行,多个就用分号隔开。比如上面的就可以直接写compute_30,sm_30;compute_52,sm_52;compute_75,sm_75。如果只是单个cu文件要改,那就在那个cu文件对应的属性中改。 编译完成后,我们可以把生成的SASS和PTX代码dump出来看一...
Sadayappan, Automatic C-to-CUDA code generation for affine programs. In Compiler construction, volume 6011 of Lecture notes in computer science (Berlin/Heidelberg: Springer, 2010) 244-263.Muthu Manikandan Baskaran, J. Ramanujam, and P. Sadayappan. Automatic c-to-cuda code generation for ...
CUDA_C优化详解 使用CUDA 工具包从 NVIDIA GPU 获得最佳性能的编程指南。 前言 这篇文档干什么的? 本最佳实践指南是帮助开发人员从 NVIDIA® CUDA® GPU 获得最佳性能的手册。 它介绍了已建立的并行化和优化技术,并解释了可以大大简化支持 CUDA 的 GPU 架构的编程的编码方式和习惯。
Sample CUDA Code GitHub repository of sample CUDA code to help developers learn and ramp up development of their GPU-accelerated applications. Learn more NVIDIA Developer Forums An information exchange to help developers get answers to their technical questions directly from NVIDIA engineers. ...
The OpenACC standard provides a set of compiler directives to specify loops and regions of code in standard C, C++ and Fortran that should be offloaded from a host CPU to an attached accelerator such as a CUDA GPU. The details of managing the accelerator device are handled implicitly by an...
NVVM IR is a compiler IR (intermediate representation) based on the LLVM IR. The NVVM IR is designed to represent GPU compute kernels (for example, CUDA kernels). High-level language front-ends, like the CUDA C compiler front-end, can generate NVVM IR....
Updated May 15, 2025 C NVIDIA / nvidia-docker Star 17.4k Code Issues Pull requests Build and run Docker containers leveraging NVIDIA GPUs docker gpu cuda nvidia-docker Updated Dec 6, 2023 NVlabs / instant-ngp Star 16.6k Code Issues Pull requests Discussions Instant neural graphics ...
GPU-accelerated random number generation. Learn More cuSOLVER GPU-accelerated dense and sparse direct solvers. Learn More cuSPARSE GPU-accelerated BLAS for sparse matrices. Learn More cuTENSOR GPU-accelerated tensor linear algebra library. Learn More ...