Rocm hip tutorial. Boost performance with our step-by-step setup guide.


Rocm hip tutorial. This develop branch will only accept patch updates from a bot that mirrors hip-specific updates from rocm-systems into here. Aug 28, 2025 · ROCm supports multiple programming languages and programming interfaces such as HIP (Heterogeneous-Compute Interface for Portability), OpenCL, and OpenMP, as explained in the Programming guide. The HIP runtime implements HIP streams, events, and memory APIs, and is an object library that is linked with the application. HIP documentation and programming guide. If you’re using AMD Radeon™ PRO or Radeon GPUs in a workstation setting with a display connected, review Radeon-specific ROCm documentation. HIP supports many imperative languages, such as Python via PyHIP, but this document focuses on the original C/C++ API of HIP. For people who have a system where ROCm is running: getting started with HIP and converting CUDA, running Machine Learning Docker images, and Multi-GPU programming with RCCL or MPI. Then, it provides coding examples that cover a wide range of relevant programming paradigms. A basic understanding of the underlying device architecture helps you make efficient use of HIP and general purpose graphics processing unit (GPGPU) programming in general. Introduction to the HIP programming model # The HIP programming model enables mapping data-parallel C/C++ algorithms to massively parallel SIMD (Single Instruction, Multiple Data) architectures like GPUs. Boost performance with our step-by-step setup guide. 0 changes. This tutorial demonstrates the basic concepts of cooperative groups in the HIP (Heterogeneous-computing Interface for Portability) programming model and the most essential tooling supporting it. ROCm supports various programming languages and frameworks to help developers access the power of AMD GPUs. . This set of videos is a Understanding the HIP programming model # The HIP programming model makes it easy to map data-parallel C/C++ algorithms to massively parallel, wide single instruction, multiple data (SIMD) architectures, such as GPUs. In this series of videos, we will teach how to use the HIP programming language to program AMD GPUs running on the AMD ROCm platform. Prerequisites # To follow this tutorial, you’ll need installed drivers and a HIP compiler toolchain to compile your code. Follow along with self-paced training videos to learn about using the ROCm platform. Some institutions are hosting other tutorials later this month for their scientists. On the AMD ROCm platform, HIP provides a header and runtime library built on top of the HIP-Clang compiler. RDNA ROCm supports multiple programming languages and programming interfaces such as HIP (Heterogeneous-Compute Interface for Portability), OpenCL, and OpenMP, as explained in the Programming guide. 0 introduces changes to make it align more closely with NVIDIA CUDA. Apr 19, 2024 · In this series of videos, we will teach how to use the HIP programming language to program AMD GPUs running on the AMD ROCm platform. Sep 10, 2025 · ROCm provides a robust environment for heterogeneous programs running on CPUs and AMD GPUs. No "tutorial repository" was included when I looked at them. For more information, see HIP API 7. For more information, see What is HIP? The hip repository is retired, please use the ROCm/rocm-systems repository for development. The natively supported programming languages are HIP (Heterogeneous-Compute Interface for Portability) and OpenCL, but HIP bindings are available for Python and Fortran. The Heterogeneous-computing Interface for Portability (HIP) is a C++ runtime API and kernel language that lets you create portable applications for AMD and NVIDIA GPUs from a single source code. Jun 6, 2025 · We walked through installing ROCm and HIP, then built and ran simple HIP programs—including a matrix addition example—to demonstrate key concepts like threads, blocks, and basic memory management. For a full overview over the examples see the section repository contents. HIP documentation # The Heterogeneous-computing Interface for Portability (HIP) is a C++ runtime API and kernel language that lets you create portable applications for AMD and NVIDIA GPUs from a single source code. These changes are incompatible with prior releases, and might require recompiling existing HIP applications for use with the ROCm 7. 0 release. For non-CUDA programmers, our book starts with the basics by presenting how HIP is a full-featured parallel programming language. Tutorials contains the code accompanying the HIP Tutorials that can be found in the HIP documentation. Because HIP for ROCm supports compiling and running on Linux and Windows with AMD and NVIDIA GPUs, the combination of install instructions is more than worth covering as part of this tutorial. May 30, 2025 · Learn ROCm installation, configuration, and optimization for AMD GPU training. Note HIP API 7. jprk kcffp46f zdlao2r 0ycr7 6fgsul rbjpq f9mx vmjcnm g9pr av8iyzq