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@ROCm AMD ROCm™ Software

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    295 repositories

    • 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•69•6•68•Updated Jan 2, 2025Jan 2, 2025

    • composable_kernel

      Public
      Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators
      C++
      •
      Other
      •137•329•26•49•Updated Jan 2, 2025Jan 2, 2025

    • MIOpen

      Public
      AMD's Machine Intelligence Library
      Assembly
      •
      Other
      •232•1.1k•248•57•Updated Jan 2, 2025Jan 2, 2025

    • triton

      Public
      Development repository for the Triton language and compiler
      C++
      •
      MIT License
      •1.7k•100•9•43•Updated Jan 2, 2025Jan 2, 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•8•Updated Jan 2, 2025Jan 2, 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•34•17•Updated Jan 2, 2025Jan 2, 2025

    • Megatron-LM

      Public
      Ongoing research training transformer models at scale
      Python
      •
      Other
      •2.5k•9•0•12•Updated Jan 2, 2025Jan 2, 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•14•Updated Jan 2, 2025Jan 2, 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 1, 2025Jan 1, 2025

    • AMDMIGraphX

      Public
      AMD's graph optimization engine.
      C++
      •
      MIT License
      •88•193•351•49•Updated Jan 1, 2025Jan 1, 2025

    • rocm-docs-core

      Public
      ROCm Documentation Python package for ReadTheDocs build standardization
      CSS
      •
      Other
      •17•13•6•6•Updated Jan 1, 2025Jan 1, 2025

    • rocMLIR

      Public
      MLIR
      •41•131•1•20•Updated Jan 1, 2025Jan 1, 2025

    • rocprofiler

      Public
      ROC profiler library. Profiling with perf-counters and derived metrics.
      C
      •
      MIT License
      •49•133•7•21•Updated Jan 1, 2025Jan 1, 2025

    • rdc

      Public
      RDC
      sysadmin
      C++
      •
      MIT License
      •11•25•1•2•Updated Jan 1, 2025Jan 1, 2025

    • pytorch

      Public
      Tensors and Dynamic neural networks in Python with strong GPU acceleration
      pytorchrocm
      Python
      •
      Other
      •23k•220•76•39•Updated Jan 1, 2025Jan 1, 2025

    • rocRAND

      Public
      RAND library for HIP programming language
      randomrnghiprocmgpucuda
      C++
      •
      MIT License
      •70•114•1•6•Updated Dec 31, 2024Dec 31, 2024

    • ROCm

      Public
      AMD ROCm™ Software - GitHub Home
      documentation
      Shell
      •
      MIT License
      •393•4.8k•114•19•Updated Dec 31, 2024Dec 31, 2024

    • rocBLAS

      Public
      Next generation BLAS implementation for ROCm platform
      blashiprocm
      C++
      •
      Other
      •169•352•5•1•Updated Dec 31, 2024Dec 31, 2024

    • rocSPARSE

      Public
      Next generation SPARSE implementation for ROCm platform
      C++
      •
      MIT License
      •56•116•1•0•Updated Dec 31, 2024Dec 31, 2024

    • hip-python

      Public
      HIP Python Low-level Bindings
      pythonaihpcgpucythoncudamlinteroperabilityhipradeon-instinct-mi-series
      Shell
      •
      MIT License
      •3•17•2•0•Updated Dec 31, 2024Dec 31, 2024

    • onnxruntime

      Public
      ONNX Runtime: cross-platform, high performance scoring engine for ML models
      C++
      •
      MIT License
      •3k•6•0•6•Updated Dec 31, 2024Dec 31, 2024

    • 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•0•Updated Dec 31, 2024Dec 31, 2024

    • ROCR-Runtime

      Public
      ROCm Platform Runtime: ROCr a HPC market enhanced HSA based runtime
      C++
      •
      Other
      •112•232•15•26•Updated Dec 31, 2024Dec 31, 2024

    • rocm_smi_lib

      Public
      ROCm SMI LIB
      sysadmintrace
      C++
      •
      MIT License
      •50•127•10•24•Updated Dec 31, 2024Dec 31, 2024

    • rocFFT

      Public
      Next generation FFT implementation for ROCm
      fastamdfouriertransformffthiprocmgpu
      C++
      •
      Other
      •85•182•1•4•Updated Dec 31, 2024Dec 31, 2024

    • flash-attention

      Public
      Fast and memory-efficient exact attention
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1.4k•149•24•11•Updated Dec 31, 2024Dec 31, 2024

    • hipCUB

      Public
      Reusable software components for ROCm developers
      C++
      •
      Other
      •41•81•2•8•Updated Dec 31, 2024Dec 31, 2024

    • k8s-device-plugin

      Public
      Kubernetes (k8s) device plugin to enable registration of AMD GPU to a container cluster
      kubernetes-device-pluginskubernetesk8srocm
      Go
      •
      Apache License 2.0
      •52•283•14•1•Updated Dec 30, 2024Dec 30, 2024

    • HIPIFY

      Public
      HIPIFY: Convert CUDA to Portable C++ Code
      hipifyhipify-clanghipify-perlcuda2hip
      C++
      •
      MIT License
      •76•536•20•0•Updated Dec 30, 2024Dec 30, 2024

    • FBGEMM

      Public
      FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
      C++
      •
      Other
      •520•1•0•10•Updated Dec 30, 2024Dec 30, 2024