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@ROCm AMD ROCm™ Software

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    295 repositories

    • rccl

      Public
      ROCm Communication Collectives Library (RCCL)
      C++
      •
      Other
      •126•284•15•22•Updated Dec 26, 2024Dec 26, 2024

    • 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•208•1•42•Updated Dec 26, 2024Dec 26, 2024

    • 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•125•34•17•Updated Dec 26, 2024Dec 26, 2024

    • flash-attention

      Public
      Fast and memory-efficient exact attention
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1.4k•149•24•12•Updated Dec 26, 2024Dec 26, 2024

    • xformers

      Public
      Hackable and optimized Transformers building blocks, supporting a composable construction.
      Python
      •
      Other
      •633•22•8•3•Updated Dec 26, 2024Dec 26, 2024

    • composable_kernel

      Public
      Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators
      C++
      •
      Other
      •136•328•24•49•Updated Dec 26, 2024Dec 26, 2024

    • rocSHMEM

      Public
      rocSHMEM intra-kernel networking runtime for AMD dGPUs on the ROCm platform.
      C++
      •
      MIT License
      •11•43•8•0•Updated Dec 26, 2024Dec 26, 2024

    • rocFFT

      Public
      Next generation FFT implementation for ROCm
      fastamdfouriertransformffthiprocmgpu
      C++
      •
      Other
      •85•182•1•4•Updated Dec 26, 2024Dec 26, 2024

    • 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 Dec 26, 2024Dec 26, 2024

    • clr

      Public
      C++
      •
      MIT License
      •52•110•13•14•Updated Dec 26, 2024Dec 26, 2024

    • vllm

      Public
      A high-throughput and memory-efficient inference and serving engine for LLMs
      Python
      •
      Apache License 2.0
      •5k•51•1•13•Updated Dec 26, 2024Dec 26, 2024

    • 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
      •95•68•6•73•Updated Dec 26, 2024Dec 26, 2024

    • hipSPARSELt

      Public
      C++
      •
      MIT License
      •14•11•0•6•Updated Dec 26, 2024Dec 26, 2024

    • rocprofiler-sdk

      Public
      C++
      •
      MIT License
      •10•17•8•6•Updated Dec 26, 2024Dec 26, 2024

    • triton

      Public
      Development repository for the Triton language and compiler
      C++
      •
      MIT License
      •1.7k•101•9•43•Updated Dec 26, 2024Dec 26, 2024

    • MIOpen

      Public
      AMD's Machine Intelligence Library
      Assembly
      •
      Other
      •232•1.1k•249•59•Updated Dec 25, 2024Dec 25, 2024

    • TransformerEngine

      Public
      Python
      •
      Other
      •5•14•8•4•Updated Dec 25, 2024Dec 25, 2024

    • rocm-docs-core

      Public
      ROCm Documentation Python package for ReadTheDocs build standardization
      CSS
      •
      Other
      •17•13•8•4•Updated Dec 25, 2024Dec 25, 2024

    • HIPIFY

      Public
      HIPIFY: Convert CUDA to Portable C++ Code
      hipifyhipify-clanghipify-perlcuda2hip
      C++
      •
      MIT License
      •76•534•20•0•Updated Dec 25, 2024Dec 25, 2024

    • ROCR-Runtime

      Public
      ROCm Platform Runtime: ROCr a HPC market enhanced HSA based runtime
      C++
      •
      Other
      •111•229•13•24•Updated Dec 25, 2024Dec 25, 2024

    • pytorch

      Public
      Tensors and Dynamic neural networks in Python with strong GPU acceleration
      pytorchrocm
      Python
      •
      Other
      •23k•219•77•38•Updated Dec 25, 2024Dec 25, 2024

    • rocWMMA

      Public
      rocWMMA
      C++
      •
      MIT License
      •26•96•2•1•Updated Dec 25, 2024Dec 25, 2024

    • onnxruntime

      Public
      ONNX Runtime: cross-platform, high performance scoring engine for ML models
      C++
      •
      MIT License
      •3k•6•0•6•Updated Dec 25, 2024Dec 25, 2024

    • flang

      Public
      Mirror of flang repo: The source repo is https://github.com/flang-compiler/flang . Once a day the master branch is updated from the upstream source repo and then locked. AOMP or ROCm developers may commit or create PRs on branch aomp-dev.
      C++
      •
      Other
      •8•6•0•10•Updated Dec 25, 2024Dec 25, 2024

    • rocBLAS

      Public
      Next generation BLAS implementation for ROCm platform
      blashiprocm
      C++
      •
      Other
      •169•351•5•1•Updated Dec 24, 2024Dec 24, 2024

    • omnitrace

      Public
      Omnitrace: Application Profiling, Tracing, and Analysis
      pythonlinuxprofilertracingperformance-metricsperformance-analysisprofilingperformance-monitoringcode-coveragehardware-counters
      C++
      •
      MIT License
      •27•305•15•5•Updated Dec 24, 2024Dec 24, 2024

    • HIP

      Public
      HIP: C++ Heterogeneous-Compute Interface for Portability
      hiphip-runtimehipifyhip-kernel-languagehip-portabilitycuda
      C++
      •
      MIT License
      •540•3.8k•22•38•Updated Dec 24, 2024Dec 24, 2024

    • rocRAND

      Public
      RAND library for HIP programming language
      randomrnghiprocmgpucuda
      C++
      •
      MIT License
      •70•112•1•7•Updated Dec 24, 2024Dec 24, 2024

    • hipfort

      Public
      Fortran interfaces for ROCm libraries
      fortrangpurandomsolvercudainteroperabilitygpgpusparseblasfft
      Fortran
      •
      Other
      •39•72•15•5•Updated Dec 24, 2024Dec 24, 2024

    • TransferBench

      Public
      TransferBench is a utility capable of benchmarking simultaneous copies between user-specified devices (CPUs/GPUs)
      C++
      •
      MIT License
      •14•38•0•2•Updated Dec 24, 2024Dec 24, 2024