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@ROCm AMD ROCm™ Software

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    296 repositories

    • 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•210•1•44•Updated Jan 13, 2025Jan 13, 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
      •12k•127•24•10•Updated Jan 13, 2025Jan 13, 2025

    • xformers

      Public
      Hackable and optimized Transformers building blocks, supporting a composable construction.
      Python
      •
      Other
      •636•22•8•2•Updated Jan 13, 2025Jan 13, 2025

    • triton

      Public
      Development repository for the Triton language and compiler
      C++
      •
      MIT License
      •1.7k•102•9•46•Updated Jan 13, 2025Jan 13, 2025

    • Tensile

      Public
      Stretching GPU performance for GEMMs and tensor contractions.
      pythonmachine-learningamdgpuassemblyopencldnnmatrix-multiplicationneural-networksgpu-acceleration
      Python
      •
      MIT License
      •154•230•5•6•Updated Jan 13, 2025Jan 13, 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
      •97•71•7•61•Updated Jan 13, 2025Jan 13, 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
      •39•66•0•9•Updated Jan 13, 2025Jan 13, 2025

    • composable_kernel

      Public
      Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators
      C++
      •
      Other
      •139•332•24•51•Updated Jan 13, 2025Jan 13, 2025

    • ROCR-Runtime

      Public
      ROCm Platform Runtime: ROCr a HPC market enhanced HSA based runtime
      C++
      •
      Other
      •111•233•18•25•Updated Jan 13, 2025Jan 13, 2025

    • flash-attention

      Public
      Fast and memory-efficient exact attention
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1.4k•151•24•12•Updated Jan 13, 2025Jan 13, 2025

    • rocPRIM

      Public
      ROCm Parallel Primitives
      amdgpuparallelcudaprimitivehiprocm
      C++
      •
      MIT License
      •71•167•1•7•Updated Jan 12, 2025Jan 12, 2025

    • MIOpen

      Public
      AMD's Machine Intelligence Library
      Assembly
      •
      Other
      •235•1.1k•248•58•Updated Jan 12, 2025Jan 12, 2025

    • HIP

      Public
      HIP: C++ Heterogeneous-Compute Interface for Portability
      hiphip-runtimehipifyhip-kernel-languagehip-portabilitycuda
      C++
      •
      MIT License
      •544•3.8k•24•37•Updated Jan 12, 2025Jan 12, 2025

    • hipCUB

      Public
      Reusable software components for ROCm developers
      C++
      •
      Other
      •41•81•2•7•Updated Jan 12, 2025Jan 12, 2025

    • numba-hip

      Public
      HIP backend patch for Numba, the NumPy aware dynamic Python compiler using LLVM.
      pythonaicompilerhpcgpucudamljithipnumba
      Python
      •
      MIT License
      •1•6•0•0•Updated Jan 12, 2025Jan 12, 2025

    • rccl-tests

      Public
      RCCL Performance Benchmark Tests
      Cuda
      •
      Other
      •41•54•3•11•Updated Jan 12, 2025Jan 12, 2025

    • torch_migraphx

      Public
      Libraries integrating migraphx with pytorch
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •2•6•13•4•Updated Jan 12, 2025Jan 12, 2025

    • AMDMIGraphX

      Public
      AMD's graph optimization engine.
      C++
      •
      MIT License
      •89•195•351•62•Updated Jan 12, 2025Jan 12, 2025

    • rocm-llvm-python

      Public
      Low-level Cython and Python bindings to the (ROCm) LLVM and AMD COMGR C API. Also ships the official LLVM Clang bindings.
      aicompilerhpcgpullvmmljitclangx86hip
      Shell
      •
      MIT License
      •0•5•3•1•Updated Jan 11, 2025Jan 11, 2025

    • hip-python

      Public
      HIP Python Low-level Bindings
      pythonaihpcgpucythoncudamlinteroperabilityhipradeon-instinct-mi-series
      Shell
      •
      MIT License
      •3•18•2•1•Updated Jan 11, 2025Jan 11, 2025

    • pytorch

      Public
      Tensors and Dynamic neural networks in Python with strong GPU acceleration
      pytorchrocm
      Python
      •
      Other
      •23k•220•76•38•Updated Jan 11, 2025Jan 11, 2025

    • rocRAND

      Public
      RAND library for HIP programming language
      randomrnghiprocmgpucuda
      C++
      •
      MIT License
      •70•114•1•6•Updated Jan 11, 2025Jan 11, 2025

    • clr

      Public
      C++
      •
      MIT License
      •52•113•14•15•Updated Jan 11, 2025Jan 11, 2025

    • ROCgdb

      Public
      This is ROCgdb, the ROCm source-level debugger for Linux, based on GDB, the GNU source-level debugger.
      C
      •
      GNU General Public License v2.0
      •10•53•3•1•Updated Jan 11, 2025Jan 11, 2025

    • hipRAND

      Public
      Random number library that generate pseudo-random and quasi-random numbers.
      C++
      •
      MIT License
      •24•25•0•5•Updated Jan 11, 2025Jan 11, 2025

    • hip-tests

      Public
      C++
      •
      MIT License
      •30•35•1•24•Updated Jan 11, 2025Jan 11, 2025

    • hipfort

      Public
      Fortran interfaces for ROCm libraries
      fortrangpurandomsolvercudainteroperabilitygpgpusparseblasfft
      Fortran
      •
      Other
      •39•72•15•7•Updated Jan 11, 2025Jan 11, 2025

    • rccl

      Public
      ROCm Communication Collectives Library (RCCL)
      C++
      •
      Other
      •128•288•12•17•Updated Jan 11, 2025Jan 11, 2025

    • jax

      Public
      Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
      Python
      •
      Apache License 2.0
      •2.9k•19•0•14•Updated Jan 11, 2025Jan 11, 2025

    • rocDecode

      Public
      rocDecode is a high performance video decode SDK for AMD hardware
      C++
      •
      Other
      •17•21•3•0•Updated Jan 11, 2025Jan 11, 2025