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@ROCm AMD ROCm™ Software

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    295 repositories

    • rocBLAS

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

    • ROCm

      Public
      AMD ROCm™ Software - GitHub Home
      documentation
      Shell
      •
      MIT License
      •393•4.8k•108•16•Updated Dec 24, 2024Dec 24, 2024

    • flash-attention

      Public
      Fast and memory-efficient exact attention
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1.4k•148•24•12•Updated Dec 24, 2024Dec 24, 2024

    • onnxruntime

      Public
      ONNX Runtime: cross-platform, high performance scoring engine for ML models
      C++
      •
      MIT License
      •3k•6•0•6•Updated Dec 24, 2024Dec 24, 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•33•17•Updated Dec 24, 2024Dec 24, 2024

    • composable_kernel

      Public
      Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators
      C++
      •
      Other
      •135•328•24•47•Updated Dec 24, 2024Dec 24, 2024

    • xla

      Public
      A machine learning compiler for GPUs, CPUs, and ML accelerators
      C++
      •
      Apache License 2.0
      •455•3•0•18•Updated Dec 24, 2024Dec 24, 2024

    • vllm

      Public
      A high-throughput and memory-efficient inference and serving engine for LLMs
      Python
      •
      Apache License 2.0
      •4.9k•51•1•13•Updated Dec 24, 2024Dec 24, 2024

    • rocFFT

      Public
      Next generation FFT implementation for ROCm
      fastamdfouriertransformffthiprocmgpu
      C++
      •
      Other
      •85•182•1•4•Updated Dec 24, 2024Dec 24, 2024

    • rocprofiler-sdk

      Public
      C++
      •
      MIT License
      •10•17•8•6•Updated Dec 24, 2024Dec 24, 2024

    • rocSHMEM

      Public
      rocSHMEM intra-kernel networking runtime for AMD dGPUs on the ROCm platform.
      C++
      •
      MIT License
      •11•43•8•1•Updated Dec 24, 2024Dec 24, 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•72•Updated Dec 24, 2024Dec 24, 2024

    • pytorch

      Public
      Tensors and Dynamic neural networks in Python with strong GPU acceleration
      pytorchrocm
      Python
      •
      Other
      •23k•219•77•37•Updated Dec 24, 2024Dec 24, 2024

    • clr

      Public
      C++
      •
      MIT License
      •52•110•13•14•Updated Dec 24, 2024Dec 24, 2024

    • hip-tests

      Public
      C++
      •
      MIT License
      •30•33•1•24•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•39•Updated Dec 24, 2024Dec 24, 2024

    • HIPIFY

      Public
      HIPIFY: Convert CUDA to Portable C++ Code
      hipifyhipify-clanghipify-perlcuda2hip
      C++
      •
      MIT License
      •75•533•20•0•Updated Dec 24, 2024Dec 24, 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•10•Updated Dec 24, 2024Dec 24, 2024

    • aotriton

      Public
      Ahead of Time (AOT) Triton Math Library
      Python
      •
      MIT License
      •16•44•10•1•Updated Dec 24, 2024Dec 24, 2024

    • MIOpen

      Public
      AMD's Machine Intelligence Library
      Assembly
      •
      Other
      •232•1.1k•250•62•Updated Dec 24, 2024Dec 24, 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•11•Updated Dec 24, 2024Dec 24, 2024

    • gpu-operator

      Public
      Shell
      •
      Apache License 2.0
      •7•16•4•0•Updated Dec 24, 2024Dec 24, 2024

    • omnitrace

      Public
      Omnitrace: Application Profiling, Tracing, and Analysis
      pythonlinuxprofilertracingperformance-metricsperformance-analysisprofilingperformance-monitoringcode-coveragehardware-counters
      C++
      •
      MIT License
      •27•304•15•7•Updated Dec 24, 2024Dec 24, 2024

    • AMDMIGraphX

      Public
      AMD's graph optimization engine.
      C++
      •
      MIT License
      •88•190•350•48•Updated Dec 24, 2024Dec 24, 2024

    • 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
      •14•12•9•4•Updated Dec 24, 2024Dec 24, 2024

    • rccl

      Public
      ROCm Communication Collectives Library (RCCL)
      C++
      •
      Other
      •126•284•15•22•Updated Dec 24, 2024Dec 24, 2024

    • triton

      Public
      Development repository for the Triton language and compiler
      C++
      •
      MIT License
      •1.7k•101•9•42•Updated Dec 23, 2024Dec 23, 2024

    • device-metrics-exporter

      Public
      Device Metrics Exporter exports metrics from AMD devices (GPUs) to collectors like Prometheus.
      Shell
      •
      Apache License 2.0
      •7•2•0•1•Updated Dec 23, 2024Dec 23, 2024

    • gpu-cluster-networking

      Public
      Cluster networking documentation for AMD Instinct accelerators
      MIT License
      •3•3•0•1•Updated Dec 23, 2024Dec 23, 2024

    • 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
      •7•3•0•8•Updated Dec 23, 2024Dec 23, 2024