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@ROCm AMD ROCm™ Software

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    • AMDMIGraphX

      Public
      AMD's graph optimization engine.
      C++
      •
      MIT License
      •88•194•350•59•Updated Jan 10, 2025Jan 10, 2025

    • ROCm

      Public
      AMD ROCm™ Software - GitHub Home
      documentation
      Shell
      •
      MIT License
      •395•4.8k•112•15•Updated Jan 10, 2025Jan 10, 2025

    • triton

      Public
      Development repository for the Triton language and compiler
      C++
      •
      MIT License
      •1.7k•102•9•45•Updated Jan 10, 2025Jan 10, 2025

    • pytorch

      Public
      Tensors and Dynamic neural networks in Python with strong GPU acceleration
      pytorchrocm
      Python
      •
      Other
      •23k•220•76•39•Updated Jan 10, 2025Jan 10, 2025

    • aotriton

      Public
      Ahead of Time (AOT) Triton Math Library
      Python
      •
      MIT License
      •17•48•10•1•Updated Jan 10, 2025Jan 10, 2025

    • MIOpen

      Public
      AMD's Machine Intelligence Library
      Assembly
      •
      Other
      •235•1.1k•248•60•Updated Jan 10, 2025Jan 10, 2025

    • vllm

      Public
      A high-throughput and memory-efficient inference and serving engine for LLMs
      Python
      •
      Apache License 2.0
      •5.1k•53•1•16•Updated Jan 10, 2025Jan 10, 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•64•Updated Jan 10, 2025Jan 10, 2025

    • onnxruntime

      Public
      ONNX Runtime: cross-platform, high performance scoring engine for ML models
      C++
      •
      MIT License
      •3k•6•0•6•Updated Jan 10, 2025Jan 10, 2025

    • rocm-install-on-linux

      Public
      C
      •
      MIT License
      •11•14•1•3•Updated Jan 10, 2025Jan 10, 2025

    • transformers

      Public
      🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
      Python
      •
      Apache License 2.0
      •28k•4•1•3•Updated Jan 10, 2025Jan 10, 2025

    • rocm-docs-core

      Public
      ROCm Documentation Python package for ReadTheDocs build standardization
      CSS
      •
      Other
      •17•13•6•3•Updated Jan 10, 2025Jan 10, 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•11•Updated Jan 10, 2025Jan 10, 2025

    • rocBLAS

      Public
      Next generation BLAS implementation for ROCm platform
      blashiprocm
      C++
      •
      Other
      •170•354•5•1•Updated Jan 10, 2025Jan 10, 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
      •8•3•1•0•Updated Jan 10, 2025Jan 10, 2025

    • rocDecode

      Public
      rocDecode is a high performance video decode SDK for AMD hardware
      C++
      •
      Other
      •17•21•3•0•Updated Jan 10, 2025Jan 10, 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•9•0•Updated Jan 10, 2025Jan 10, 2025

    • composable_kernel

      Public
      Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators
      C++
      •
      Other
      •139•331•24•52•Updated Jan 10, 2025Jan 10, 2025

    • rocSOLVER

      Public
      Next generation LAPACK implementation for ROCm platform
      linear-algebralapackrocm
      C++
      •
      Other
      •53•97•0•16•Updated Jan 10, 2025Jan 10, 2025

    • torch_migraphx

      Public
      Libraries integrating migraphx with pytorch
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •2•6•13•4•Updated Jan 10, 2025Jan 10, 2025

    • hipSOLVER

      Public
      ROCm SOLVER marshalling library
      C++
      •
      MIT License
      •25•24•0•2•Updated Jan 10, 2025Jan 10, 2025

    • gpu-cluster-networking

      Public
      Cluster networking documentation for AMD Instinct accelerators
      MIT License
      •4•3•0•2•Updated Jan 10, 2025Jan 10, 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 10, 2025Jan 10, 2025

    • omnitrace

      Public
      Omnitrace: Application Profiling, Tracing, and Analysis
      pythonlinuxprofilertracingperformance-metricsperformance-analysisprofilingperformance-monitoringcode-coveragehardware-counters
      C++
      •
      MIT License
      •27•306•14•6•Updated Jan 10, 2025Jan 10, 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 10, 2025Jan 10, 2025

    • hip-python

      Public
      HIP Python Low-level Bindings
      pythonaihpcgpucythoncudamlinteroperabilityhipradeon-instinct-mi-series
      Shell
      •
      MIT License
      •3•17•2•1•Updated Jan 10, 2025Jan 10, 2025

    • xformers

      Public
      Hackable and optimized Transformers building blocks, supporting a composable construction.
      Python
      •
      Other
      •634•22•8•3•Updated Jan 10, 2025Jan 10, 2025

    • rocprofiler-systems

      Public
      ROCm Systems Profiler
      C++
      •
      MIT License
      •6•13•0•4•Updated Jan 10, 2025Jan 10, 2025

    • TransferBench

      Public
      TransferBench is a utility capable of benchmarking simultaneous copies between user-specified devices (CPUs/GPUs)
      C++
      •
      MIT License
      •14•38•0•3•Updated Jan 10, 2025Jan 10, 2025

    • rccl

      Public
      ROCm Communication Collectives Library (RCCL)
      C++
      •
      Other
      •128•287•12•18•Updated Jan 10, 2025Jan 10, 2025