SCALE 是 CUDA 的“洁净室”实现,它利用了一些开源 LLVM 组件,同时形成了一个解决方案,无需修改即可为 AMD GPU 本地编译 CUDA 源代码——与仅通过转译为另一种“可移植”语言或其他手动开发人员步骤来协助代码翻译的替代项目相比,这是一个很大的优势。 SCALE GPGPU Programming Language https://scale-lang.com...
Triton is a domain-specific programming language designed to simplify GPU programming for high-performance tasks, particularly for AI. Triton provides an open-source environment for developers to write high-level Triton code with higher productivity than Nvidia CUDA or AMD HIP. Triton compiler translate...
HIPis AMD’s GPU programming paradigm for designing kernels on GPU hardware. It is a C++ runtime API and a programming language that serves applications on different platforms. One of the key features of HIP is the ability to convert CUDA code to HIP, whi...
AMD GPU ISAs Understanding the instruction-level capabilities of any processor is a worthwhile endeavour for any developer writing code for it, even if the instructions that get executed are almost always hidden behind a higher-level language and compiler. If you’re working at that level as most...
at least when it comes to assigning different loads to different processing cores. The hardware would decide when to offload calculations from the CPU to the GPU and vice versa. HSA is not supposed to replace established GPGPU programming languages like OpenCL, as they can be implemented on HSA...
But with the evolution of the GPU hardware and graphics APIs, this has changed. Right now, almost everything in the API is the coordinate system and multiplicative order agnostic, except for two places where ultimately the API must commit to (and cannot be changed by the user) the “handed...
将输入数据从CPU内存复制到GPU内存. GPU执行一段被称为kernel的GPU代码. 等待GPU代码(kernel)执行完毕. 将结果数据从GPU内存复制到CPU内存. 从用户空间来看,所有这些步骤都是使用更高级别的API来控制GPU进行的。例如,著名的CUDA API为NVIDIA GPU提供了这种功能。CUDA不支持AMD GPU,因此在本文中我们使用了与CUDA非常...
AMD GPU (ROCm) programming in Julia gpujuliaamdgpurocmgpu-programming UpdatedMay 7, 2025 Julia Pop!_OS Guide. Pop!_OS is an Operating System developed by System76. rustawesomeencryptionoperating-systemawesome-listgamemodelinux-desktopflatpaksteam-clientdisk-encryptionrufusamdgpufull-disk-encryptiongtk4...
Explore AMD ROCm™ Software, an open software stack that includes programming models, tools, compilers, libraries, and runtimes for AI and HPC solution development on AMD GPUs:https://www.amd.com/en/products/software/rocm.html Discover AMD Instinct™ Accelerators...
This document provides guidelines for optimizing the performance of AMD Instinct™ MI300X accelerators, with a particular focus on GPU kernel programming, high-performance computing (HPC), and deep learning operations using PyTorch. It delves into specific workloads such asmodel inference, offering st...