Repositories list

• ROCm

  Public
  AMD ROCm™ Software - GitHub Home

  documentation

  Shell

  •

  MIT License

  •389•4.7k•110•15•Updated Nov 25, 2024Nov 25, 2024

• pytorch

  Public
  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  pytorchrocm

  Python

  •

  Other

  •23k•219•103•39•Updated Nov 25, 2024Nov 25, 2024

• AMDMIGraphX

  Public
  AMD's graph optimization engine.

  C++

  •

  MIT License

  •87•187•344•40•Updated Nov 25, 2024Nov 25, 2024

• rocThrust

  Public
  ROCm Thrust - run Thrust dependent software on AMD GPUs

  C++

  •

  Apache License 2.0

  •47•102•3•7•Updated Nov 25, 2024Nov 25, 2024

• rocm-install-on-linux

  Public
  C

  •

  MIT License

  •10•12•2•6•Updated Nov 25, 2024Nov 25, 2024

• hipTensor

  Public
  AMD’s C++ library for accelerating tensor primitives

  C++

  •

  MIT License

  •17•35•0•7•Updated Nov 25, 2024Nov 25, 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.

  amdllvmopenmp+ 3clangfortran-compilerrocm

  Fortran

  •

  Apache License 2.0

  •47•206•7•42•Updated Nov 25, 2024Nov 25, 2024

• HIP

  Public
  HIP: C++ Heterogeneous-Compute Interface for Portability

  hiphip-runtimehipify+ 3hip-kernel-languagehip-portabilitycuda

  C++

  •

  MIT License

  •539•3.8k•30•41•Updated Nov 25, 2024Nov 25, 2024

• TransformerEngine

  Public
  Python

  •

  Other

  •3•13•8•4•Updated Nov 25, 2024Nov 25, 2024

• composable_kernel

  Public
  Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators

  C++

  •

  Other

  •129•321•28•46•Updated Nov 25, 2024Nov 25, 2024

• rocprofiler-compute

  Public
  Advanced Profiling and Analytics for AMD Hardware

  linuxhpcperformance-analysis+ 3profilinghardware-countersgpu-kernels

  Python

  •

  MIT License

  •50•138•50•17•Updated Nov 25, 2024Nov 25, 2024

• rocprofiler-systems

  Public
  ROCm Systems Profiler

  C++

  •

  MIT License

  •3•8•1•7•Updated Nov 25, 2024Nov 25, 2024

• 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

  •4•0•1•2•Updated Nov 25, 2024Nov 25, 2024

• Tensile

  Public
  Stretching GPU performance for GEMMs and tensor contractions.

  pythonmachine-learningamd+ 15gpuassemblyopencldnnmatrix-multiplicationneural-networksgpu-acceleration+ 8

  Python

  •

  MIT License

  •151•223•8•7•Updated Nov 25, 2024Nov 25, 2024

• 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-visionhpc+ 15amdgpuopenclhistogramcontrastbitwisehip+ 8

  C++

  •

  MIT License

  •40•55•5•13•Updated Nov 25, 2024Nov 25, 2024

• rocm-cmake

  Public
  CMake modules used within the ROCm libraries

  CMake

  •

  MIT License

  •43•59•5•13•Updated Nov 25, 2024Nov 25, 2024

• rocWMMA

  Public
  rocWMMA

  C++

  •

  MIT License

  •26•92•2•2•Updated Nov 25, 2024Nov 25, 2024

• rocSPARSE

  Public
  Next generation SPARSE implementation for ROCm platform

  C++

  •

  MIT License

  •56•117•2•0•Updated Nov 25, 2024Nov 25, 2024

• rocSOLVER

  Public
  Next generation LAPACK implementation for ROCm platform

  linear-algebralapackrocm

  C++

  •

  Other

  •53•96•0•16•Updated Nov 25, 2024Nov 25, 2024

• rocRAND

  Public
  RAND library for HIP programming language

  randomrnghip+ 3rocmgpucuda

  C++

  •

  MIT License

  •69•111•2•8•Updated Nov 25, 2024Nov 25, 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•2•1•1•Updated Nov 25, 2024Nov 25, 2024

• rocPRIM

  Public
  ROCm Parallel Primitives

  amdgpuparallel+ 4cudaprimitivehiprocm

  C++

  •

  MIT License

  •69•163•1•5•Updated Nov 25, 2024Nov 25, 2024

• rocFFT

  Public
  Next generation FFT implementation for ROCm

  fastamdfourier+ 5transformffthiprocmgpu

  C++

  •

  Other

  •84•179•1•4•Updated Nov 25, 2024Nov 25, 2024

• rocDecode

  Public
  rocDecode is a high performance video decode SDK for AMD hardware

  C++

  •

  Other

  •16•13•2•3•Updated Nov 25, 2024Nov 25, 2024

• rocBLAS

  Public
  Next generation BLAS implementation for ROCm platform

  blashiprocm

  C++

  •

  Other

  •167•347•7•1•Updated Nov 25, 2024Nov 25, 2024

• rocALUTION

  Public
  Next generation library for iterative sparse solvers for ROCm platform

  cplusplusfortranopencl+ 5solveropenmpmpicudasparse

  C++

  •

  MIT License

  •39•76•2•3•Updated Nov 25, 2024Nov 25, 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•11•8•5•Updated Nov 25, 2024Nov 25, 2024

• rccl

  Public
  ROCm Communication Collectives Library (RCCL)

  C++

  •

  Other

  •122•273•10•19•Updated Nov 25, 2024Nov 25, 2024

• hipfort

  Public
  Fortran interfaces for ROCm libraries

  fortrangpurandom+ 9solvercudainteroperabilitygpgpusparseblasfft+ 2

  Fortran

  •

  Other

  •38•71•15•6•Updated Nov 25, 2024Nov 25, 2024

• hipSPARSELt

  Public
  C++

  •

  MIT License

  •14•11•0•7•Updated Nov 25, 2024Nov 25, 2024