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@ROCm AMD ROCm™ Software

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    303 repositories

    • composable_kernel

      Public
      Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators
      C++
      •
      Other
      •155•352•24•51•Updated Feb 26, 2025Feb 26, 2025

    • MIOpen

      Public
      AMD's Machine Intelligence Library
      Assembly
      •
      Other
      •242•1.1k•249•82•Updated Feb 26, 2025Feb 26, 2025

    • llvm-project

      Public
      This is the AMD-maintained fork of the LLVM git repository. This repository accepts pull requests and issues related to AMD fork-specific topics (amd/*). For all other issues/PRs, please submit upstream at https://github.com/llvm/llvm-project.
      LLVM
      •
      Other
      •13k•135•18•8•Updated Feb 26, 2025Feb 26, 2025

    • aiter

      Public
      AI Tensor Engine for ROCm
      Cuda
      •
      MIT License
      •11•26•5•7•Updated Feb 26, 2025Feb 26, 2025

    • aotriton

      Public
      Ahead of Time (AOT) Triton Math Library
      Python
      •
      MIT License
      •18•53•12•0•Updated Feb 26, 2025Feb 26, 2025

    • hipBLASLt

      Public
      hipBLASLt is a library that provides general matrix-matrix operations with a flexible API and extends functionalities beyond a traditional BLAS library
      machine-learningamdassemblymatrix-multiplicationblashipgpu-computinggemmrocm
      Assembly
      •
      MIT License
      •105•79•9•74•Updated Feb 26, 2025Feb 26, 2025

    • TransformerEngine

      Public
      Python
      •
      Other
      •11•18•8•9•Updated Feb 26, 2025Feb 26, 2025

    • rccl

      Public
      ROCm Communication Collectives Library (RCCL)
      C++
      •
      Other
      •138•301•12•25•Updated Feb 26, 2025Feb 26, 2025

    • AMDMIGraphX

      Public
      AMD's graph optimization engine.
      C++
      •
      MIT License
      •94•208•357•47•Updated Feb 26, 2025Feb 26, 2025

    • rpp

      Public
      AMD ROCm Performance Primitives (RPP) library is a comprehensive high-performance computer vision library for AMD processors with HIP/OpenCL/CPU back-ends.
      cpucomputer-visionhpcamdgpuopenclhistogramcontrastbitwisehip
      C++
      •
      MIT License
      •42•58•0•3•Updated Feb 26, 2025Feb 26, 2025

    • flash-attention

      Public
      Fast and memory-efficient exact attention
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1.5k•157•17•4•Updated Feb 26, 2025Feb 26, 2025

    • MIVisionX

      Public
      MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.
      machine-learningcomputer-visionneural-networkopenclinferenceamd-openclvirtual-realityrocminference-engineopenvx
      C++
      •
      MIT License
      •75•190•11•0•Updated Feb 26, 2025Feb 26, 2025

    • k8s-device-plugin

      Public
      Kubernetes (k8s) device plugin to enable registration of AMD GPU to a container cluster
      kubernetes-device-pluginskubernetesk8srocm
      Go
      •
      Apache License 2.0
      •55•306•13•2•Updated Feb 26, 2025Feb 26, 2025

    • aomp

      Public
      AOMP is an open source Clang/LLVM based compiler with added support for the OpenMP® API on Radeon™ GPUs. Use this repository for releases, issues, documentation, packaging, and examples.
      amdllvmopenmpclangfortran-compilerrocm
      Fortran
      •
      Apache License 2.0
      •48•211•2•45•Updated Feb 26, 2025Feb 26, 2025

    • rocDecode

      Public
      rocDecode is a high performance video decode SDK for AMD hardware
      C++
      •
      Other
      •18•21•2•3•Updated Feb 26, 2025Feb 26, 2025

    • rocprofiler-systems

      Public
      ROCm Systems Profiler
      C++
      •
      MIT License
      •8•15•4•11•Updated Feb 26, 2025Feb 26, 2025

    • hipSOLVER

      Public
      ROCm SOLVER marshalling library
      C++
      •
      MIT License
      •29•25•0•10•Updated Feb 26, 2025Feb 26, 2025

    • rocm-blogs

      Public
      Jupyter Notebook
      •11•49•0•1•Updated Feb 26, 2025Feb 26, 2025

    • vllm

      Public
      A high-throughput and memory-efficient inference and serving engine for LLMs
      Python
      •
      Apache License 2.0
      •5.9k•66•6•24•Updated Feb 26, 2025Feb 26, 2025

    • hipTensor

      Public
      AMD’s C++ library for accelerating tensor primitives
      C++
      •
      MIT License
      •21•38•0•3•Updated Feb 26, 2025Feb 26, 2025

    • rocAL

      Public
      The AMD rocAL is designed to efficiently decode and process images and videos from a variety of storage formats and modify them through a processing graph programmable by the user.
      C++
      •
      MIT License
      •15•13•7•3•Updated Feb 26, 2025Feb 26, 2025

    • rocMLIR

      Public
      MLIR
      •
      Other
      •39•137•1•22•Updated Feb 26, 2025Feb 26, 2025

    • rocm-docs-core

      Public
      ROCm Documentation Python package for ReadTheDocs build standardization
      CSS
      •
      Other
      •16•14•8•3•Updated Feb 26, 2025Feb 26, 2025

    • triton

      Public
      Development repository for the Triton language and compiler
      Python
      •
      MIT License
      •1.8k•108•7•50•Updated Feb 25, 2025Feb 25, 2025

    • ROCmValidationSuite

      Public
      A system validation and diagnostics tool for monitoring, stress testing, detecting, and troubleshooting issues impacting AMD GPUs in high-performance computing environments
      C++
      •
      MIT License
      •40•67•0•10•Updated Feb 25, 2025Feb 25, 2025

    • rocPyDecode

      Public
      rocPyDecode is a set of Python bindings to rocDecode C++ library which provides full HW acceleration for video decoding on AMD GPUs.
      C++
      •
      MIT License
      •8•3•1•3•Updated Feb 25, 2025Feb 25, 2025

    • rocJPEG

      Public
      rocJPEG is a high-performance jpeg decode SDK for decoding jpeg images using a hardware-accelerated jpeg decoder on AMD’s GPUs.
      C++
      •
      MIT License
      •9•3•1•0•Updated Feb 25, 2025Feb 25, 2025

    • pytorch

      Public
      Tensors and Dynamic neural networks in Python with strong GPU acceleration
      pytorchrocm
      Python
      •
      Other
      •23k•222•57•39•Updated Feb 25, 2025Feb 25, 2025

    • hipBLAS

      Public
      ROCm BLAS marshalling library
      cudablashiprocm
      C++
      •
      Other
      •81•132•1•6•Updated Feb 25, 2025Feb 25, 2025

    • rocBLAS

      Public
      Next generation BLAS implementation for ROCm platform
      blashiprocm
      C++
      •
      Other
      •174•360•3•3•Updated Feb 25, 2025Feb 25, 2025