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@ROCm AMD ROCm™ Software

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    296 repositories

    • hipSPARSE

      Public
      ROCm SPARSE marshalling library
      C++
      •
      MIT License
      •42•67•1•4•Updated Jan 18, 2025Jan 18, 2025

    • hipRAND

      Public
      Random number library that generate pseudo-random and quasi-random numbers.
      C++
      •
      MIT License
      •24•25•0•5•Updated Jan 18, 2025Jan 18, 2025

    • onnxruntime

      Public
      ONNX Runtime: cross-platform, high performance scoring engine for ML models
      C++
      •
      MIT License
      •3k•6•0•5•Updated Jan 18, 2025Jan 18, 2025

    • AMDMIGraphX

      Public
      AMD's graph optimization engine.
      C++
      •
      MIT License
      •89•196•347•49•Updated Jan 18, 2025Jan 18, 2025

    • MIOpen

      Public
      AMD's Machine Intelligence Library
      Assembly
      •
      Other
      •236•1.1k•248•55•Updated Jan 18, 2025Jan 18, 2025

    • hipSOLVER

      Public
      ROCm SOLVER marshalling library
      C++
      •
      MIT License
      •25•24•0•1•Updated Jan 18, 2025Jan 18, 2025

    • vllm

      Public
      A high-throughput and memory-efficient inference and serving engine for LLMs
      Python
      •
      Apache License 2.0
      •5.2k•55•2•19•Updated Jan 18, 2025Jan 18, 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•210•1•45•Updated Jan 18, 2025Jan 18, 2025

    • rocHPL

      Public
      High Performance Linpack for Next-Generation AMD HPC Accelerators
      C++
      •
      Other
      •20•45•5•3•Updated Jan 18, 2025Jan 18, 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 18, 2025Jan 18, 2025

    • SPIRV-LLVM-Translator

      Public
      LLVM
      •
      Other
      •0•1•0•1•Updated Jan 18, 2025Jan 18, 2025

    • pytorch

      Public
      Tensors and Dynamic neural networks in Python with strong GPU acceleration
      pytorchrocm
      Python
      •
      Other
      •23k•220•77•34•Updated Jan 18, 2025Jan 18, 2025

    • Megatron-LM

      Public
      Ongoing research training transformer models at scale
      Python
      •
      Other
      •2.5k•11•0•11•Updated Jan 18, 2025Jan 18, 2025

    • composable_kernel

      Public
      Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators
      C++
      •
      Other
      •139•334•22•51•Updated Jan 18, 2025Jan 18, 2025

    • amdsmi

      Public
      AMD SMI
      sysadmin
      C++
      •
      MIT License
      •30•46•6•7•Updated Jan 17, 2025Jan 17, 2025

    • xla

      Public
      A machine learning compiler for GPUs, CPUs, and ML accelerators
      C++
      •
      Apache License 2.0
      •475•3•0•15•Updated Jan 17, 2025Jan 17, 2025

    • rocSPARSE

      Public
      Next generation SPARSE implementation for ROCm platform
      C++
      •
      MIT License
      •56•118•1•0•Updated Jan 17, 2025Jan 17, 2025

    • rocALUTION

      Public
      Next generation library for iterative sparse solvers for ROCm platform
      cplusplusfortranopenclsolveropenmpmpicudasparse
      C++
      •
      MIT License
      •39•79•2•5•Updated Jan 17, 2025Jan 17, 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
      •41•57•1•3•Updated Jan 17, 2025Jan 17, 2025

    • rocSOLVER

      Public
      Next generation LAPACK implementation for ROCm platform
      linear-algebralapackrocm
      C++
      •
      Other
      •53•97•0•17•Updated Jan 17, 2025Jan 17, 2025

    • rocprofiler

      Public
      ROC profiler library. Profiling with perf-counters and derived metrics.
      C
      •
      MIT License
      •49•133•7•21•Updated Jan 17, 2025Jan 17, 2025

    • roctracer

      Public
      ROCm Tracer Callback/Activity Library for Performance tracing AMD GPUs
      C++
      •
      MIT License
      •34•78•3•15•Updated Jan 17, 2025Jan 17, 2025

    • rdc

      Public
      RDC
      sysadmin
      C++
      •
      MIT License
      •11•26•1•2•Updated Jan 17, 2025Jan 17, 2025

    • rocm_smi_lib

      Public
      ROCm SMI LIB
      sysadmintrace
      C++
      •
      MIT License
      •52•126•10•25•Updated Jan 17, 2025Jan 17, 2025

    • rocprofiler-sdk

      Public
      C++
      •
      MIT License
      •10•17•6•7•Updated Jan 17, 2025Jan 17, 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 17, 2025Jan 17, 2025

    • ROCm

      Public
      AMD ROCm™ Software - GitHub Home
      documentation
      Shell
      •
      MIT License
      •398•4.8k•108•12•Updated Jan 17, 2025Jan 17, 2025

    • ROCm-docker

      Public
      Dockerfiles for the various software layers defined in the ROCm software platform
      dockerrocm
      Shell
      •
      MIT License
      •69•439•44•11•Updated Jan 17, 2025Jan 17, 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•2•Updated Jan 17, 2025Jan 17, 2025

    • aotriton

      Public
      Ahead of Time (AOT) Triton Math Library
      Python
      •
      MIT License
      •17•49•11•1•Updated Jan 17, 2025Jan 17, 2025