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
HSA employs a virtual address space for compute devices. This means CPU and GPU corescan access the memory on equal terms, as long as they share page tables, allowing different
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...
Fixes in “GpuMemDumpVis.py” script. Benefits This library can help developers to manage memory allocations and resource creation by offering functionAllocator::CreateResourcesimilar to the standardID3D12Device::CreateCommittedResource. It internally: ...
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...
Find Solutions Find a partner offering AMD Instinct accelerator-based solutions. AMD Instinct Solutions Contact Sales Resources Blogs Read the latest blogs on AMD Instinct accelerators. Read Blogs Case Studies Read the latest case studies on how customers are leveraging AMD Instinct accelerators. ...
AMD GPU (ROCm) programming in Julia gpujuliaamdgpurocmgpu-programming UpdatedMay 26, 2025 Julia Pop!_OS Guide. Pop!_OS is an Operating System developed by System76. rustawesomeencryptionoperating-systemawesome-listgamemodelinux-desktopflatpaksteam-clientdisk-encryptionrufusamdgpufull-disk-encryptiongtk...
Unlock DeepSeek-R1 Inference Performance on AMD Instinct™ MI300X GPU This blog introduces the key performance optimizations made to enable DeepSeek-R1 Inference February 21, 2025 by Andy Luo SGLang: Fast Serving Framework for Large Language and Vision-Language Models on AMD Instinct GPUs Disco...
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 as model inference, offering ...
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...