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@ROCm AMD ROCm™ Software

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    295 repositories

    • pytorch

      Public
      Tensors and Dynamic neural networks in Python with strong GPU acceleration
      pytorchrocm
      Python
      •
      Other
      •23k•220•77•38•Updated Jan 8, 2025Jan 8, 2025

    • vllm

      Public
      A high-throughput and memory-efficient inference and serving engine for LLMs
      Python
      •
      Apache License 2.0
      •5.1k•52•1•15•Updated Jan 8, 2025Jan 8, 2025

    • rocprofiler-register

      Public
      CMake
      •
      MIT License
      •1•2•0•0•Updated Jan 8, 2025Jan 8, 2025

    • ROCm

      Public
      AMD ROCm™ Software - GitHub Home
      documentation
      Shell
      •
      MIT License
      •395•4.8k•115•15•Updated Jan 8, 2025Jan 8, 2025

    • hipSPARSE

      Public
      ROCm SPARSE marshalling library
      C++
      •
      MIT License
      •42•67•1•4•Updated Jan 8, 2025Jan 8, 2025

    • triton

      Public
      Development repository for the Triton language and compiler
      C++
      •
      MIT License
      •1.7k•102•9•45•Updated Jan 8, 2025Jan 8, 2025

    • HIP

      Public
      HIP: C++ Heterogeneous-Compute Interface for Portability
      hiphip-runtimehipifyhip-kernel-languagehip-portabilitycuda
      C++
      •
      MIT License
      •544•3.8k•23•36•Updated Jan 8, 2025Jan 8, 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•42•Updated Jan 8, 2025Jan 8, 2025

    • MIOpen

      Public
      AMD's Machine Intelligence Library
      Assembly
      •
      Other
      •233•1.1k•248•62•Updated Jan 8, 2025Jan 8, 2025

    • rocSOLVER

      Public
      Next generation LAPACK implementation for ROCm platform
      linear-algebralapackrocm
      C++
      •
      Other
      •53•97•0•15•Updated Jan 8, 2025Jan 8, 2025

    • hipSOLVER

      Public
      ROCm SOLVER marshalling library
      C++
      •
      MIT License
      •25•24•1•1•Updated Jan 8, 2025Jan 8, 2025

    • composable_kernel

      Public
      Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators
      C++
      •
      Other
      •137•331•26•54•Updated Jan 8, 2025Jan 8, 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
      •7•3•1•0•Updated Jan 8, 2025Jan 8, 2025

    • rocPRIM

      Public
      ROCm Parallel Primitives
      amdgpuparallelcudaprimitivehiprocm
      C++
      •
      MIT License
      •72•167•1•9•Updated Jan 8, 2025Jan 8, 2025

    • rocm-examples

      Public
      A collection of examples for the ROCm software stack
      C++
      •
      MIT License
      •45•175•2•2•Updated Jan 8, 2025Jan 8, 2025

    • rccl

      Public
      ROCm Communication Collectives Library (RCCL)
      C++
      •
      Other
      •127•287•12•18•Updated Jan 8, 2025Jan 8, 2025

    • xla

      Public
      A machine learning compiler for GPUs, CPUs, and ML accelerators
      C++
      •
      Apache License 2.0
      •465•3•0•19•Updated Jan 8, 2025Jan 8, 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•126•27•13•Updated Jan 8, 2025Jan 8, 2025

    • HIPIFY

      Public
      HIPIFY: Convert CUDA to Portable C++ Code
      hipifyhipify-clanghipify-perlcuda2hip
      C++
      •
      MIT License
      •77•537•21•0•Updated Jan 8, 2025Jan 8, 2025

    • hipfort

      Public
      Fortran interfaces for ROCm libraries
      fortrangpurandomsolvercudainteroperabilitygpgpusparseblasfft
      Fortran
      •
      Other
      •39•72•15•8•Updated Jan 8, 2025Jan 8, 2025

    • hipSPARSELt

      Public
      C++
      •
      MIT License
      •14•11•0•7•Updated Jan 8, 2025Jan 8, 2025

    • AMDMIGraphX

      Public
      AMD's graph optimization engine.
      C++
      •
      MIT License
      •88•194•349•56•Updated Jan 8, 2025Jan 8, 2025

    • jax

      Public
      Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
      Python
      •
      Apache License 2.0
      •2.8k•19•0•11•Updated Jan 8, 2025Jan 8, 2025

    • ROCR-Runtime

      Public
      ROCm Platform Runtime: ROCr a HPC market enhanced HSA based runtime
      C++
      •
      Other
      •111•233•16•26•Updated Jan 8, 2025Jan 8, 2025

    • rocprofiler

      Public
      ROC profiler library. Profiling with perf-counters and derived metrics.
      C
      •
      MIT License
      •49•133•6•21•Updated Jan 8, 2025Jan 8, 2025

    • clr

      Public
      C++
      •
      MIT License
      •52•113•14•15•Updated Jan 8, 2025Jan 8, 2025

    • ROCdbgapi

      Public
      The AMD Debugger API is a library that provides all the support necessary for a debugger and other tools to perform low level control of the execution and inspection of execution state of AMD's commercially available GPU architectures.
      C++
      •
      MIT License
      •15•19•3•1•Updated Jan 8, 2025Jan 8, 2025

    • ROCgdb

      Public
      This is ROCgdb, the ROCm source-level debugger for Linux, based on GDB, the GNU source-level debugger.
      C
      •
      GNU General Public License v2.0
      •10•52•3•1•Updated Jan 8, 2025Jan 8, 2025

    • FBGEMM

      Public
      FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
      C++
      •
      Other
      •521•1•0•11•Updated Jan 8, 2025Jan 8, 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•63•Updated Jan 8, 2025Jan 8, 2025