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@ROCm AMD ROCm™ Software

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    • triton

      Public
      Development repository for the Triton language and compiler
      C++
      •
      MIT License
      •1.7k•102•9•44•Updated Jan 18, 2025Jan 18, 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 18, 2025Jan 18, 2025

    • rocDecode

      Public
      rocDecode is a high performance video decode SDK for AMD hardware
      C++
      •
      Other
      •17•21•3•0•Updated Jan 18, 2025Jan 18, 2025

    • ROCR-Runtime

      Public
      ROCm Platform Runtime: ROCr a HPC market enhanced HSA based runtime
      C++
      •
      Other
      •111•234•18•27•Updated Jan 18, 2025Jan 18, 2025

    • clr

      Public
      C++
      •
      MIT License
      •54•115•17•18•Updated Jan 18, 2025Jan 18, 2025

    • tensorflow-upstream

      Public
      TensorFlow ROCm port
      C++
      •
      Apache License 2.0
      •74k•689•69•72•Updated Jan 18, 2025Jan 18, 2025

    • hip-tests

      Public
      C++
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      MIT License
      •30•35•2•24•Updated Jan 18, 2025Jan 18, 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
      •96•73•8•66•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

    • composable_kernel

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

    • TransformerEngine

      Public
      Python
      •
      Other
      •7•15•9•9•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•44•Updated Jan 18, 2025Jan 18, 2025

    • 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

    • 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

    • rocHPL

      Public
      High Performance Linpack for Next-Generation AMD HPC Accelerators
      C++
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      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

    • 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

    • 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