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@ROCm AMD ROCm™ Software

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    292 repositories

    • pytorch

      Public
      Tensors and Dynamic neural networks in Python with strong GPU acceleration
      pytorchrocm
      Python
      •
      Other
      •23k•219•103•35•Updated Nov 27, 2024Nov 27, 2024

    • triton

      Public
      Development repository for the Triton language and compiler
      C++
      •
      MIT License
      •1.7k•96•10•42•Updated Nov 27, 2024Nov 27, 2024

    • 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•8•Updated Nov 27, 2024Nov 27, 2024

    • AMDMIGraphX

      Public
      AMD's graph optimization engine.
      C++
      •
      MIT License
      •87•187•344•39•Updated Nov 27, 2024Nov 27, 2024

    • ROCm

      Public
      AMD ROCm™ Software - GitHub Home
      documentation
      Shell
      •
      MIT License
      •390•4.7k•108•14•Updated Nov 27, 2024Nov 27, 2024

    • HIP

      Public
      HIP: C++ Heterogeneous-Compute Interface for Portability
      hiphip-runtimehipifyhip-kernel-languagehip-portabilitycuda
      C++
      •
      MIT License
      •539•3.8k•28•40•Updated Nov 27, 2024Nov 27, 2024

    • vllm

      Public
      A high-throughput and memory-efficient inference and serving engine for LLMs
      Python
      •
      Apache License 2.0
      •4.7k•46•0•28•Updated Nov 27, 2024Nov 27, 2024

    • composable_kernel

      Public
      Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators
      C++
      •
      Other
      •129•321•28•41•Updated Nov 27, 2024Nov 27, 2024

    • rocprofiler-compute

      Public
      Advanced Profiling and Analytics for AMD Hardware
      linuxhpcperformance-analysisprofilinghardware-countersgpu-kernels
      Python
      •
      MIT License
      •50•138•50•11•Updated Nov 27, 2024Nov 27, 2024

    • rocprofiler-systems

      Public
      ROCm Systems Profiler
      C++
      •
      MIT License
      •3•8•1•6•Updated Nov 27, 2024Nov 27, 2024

    • MIOpen

      Public
      AMD's Machine Intelligence Library
      Assembly
      •
      Other
      •230•1.1k•250•56•Updated Nov 27, 2024Nov 27, 2024

    • hipfort

      Public
      Fortran interfaces for ROCm libraries
      fortrangpurandomsolvercudainteroperabilitygpgpusparseblasfft
      Fortran
      •
      Other
      •38•71•15•5•Updated Nov 27, 2024Nov 27, 2024

    • MAD

      Public
      Python
      •
      MIT License
      •7•8•0•0•Updated Nov 27, 2024Nov 27, 2024

    • tensorflow-upstream

      Public
      TensorFlow ROCm port
      C++
      •
      Apache License 2.0
      •74k•688•86•60•Updated Nov 27, 2024Nov 27, 2024

    • 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•123•32•13•Updated Nov 27, 2024Nov 27, 2024

    • xla

      Public
      A machine learning compiler for GPUs, CPUs, and ML accelerators
      C++
      •
      Apache License 2.0
      •438•2•0•12•Updated Nov 27, 2024Nov 27, 2024

    • 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
      •89•64•8•62•Updated Nov 27, 2024Nov 27, 2024

    • HIPIFY

      Public
      HIPIFY: Convert CUDA to Portable C++ Code
      hipifyhipify-clanghipify-perlcuda2hip
      C++
      •
      MIT License
      •75•525•20•0•Updated Nov 27, 2024Nov 27, 2024

    • flash-attention

      Public
      Fast and memory-efficient exact attention
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1.4k•142•24•8•Updated Nov 27, 2024Nov 27, 2024

    • hipTensor

      Public
      AMD’s C++ library for accelerating tensor primitives
      C++
      •
      MIT License
      •17•35•0•5•Updated Nov 27, 2024Nov 27, 2024

    • rocMLIR

      Public
      MLIR
      •40•129•1•16•Updated Nov 27, 2024Nov 27, 2024

    • FBGEMM

      Public
      FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
      C++
      •
      Other
      •507•1•0•10•Updated Nov 27, 2024Nov 27, 2024

    • ROCR-Runtime

      Public
      ROCm Platform Runtime: ROCr a HPC market enhanced HSA based runtime
      C++
      •
      Other
      •109•224•12•29•Updated Nov 27, 2024Nov 27, 2024

    • clr

      Public
      C++
      •
      MIT License
      •50•104•11•15•Updated Nov 27, 2024Nov 27, 2024

    • 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•2•1•Updated Nov 27, 2024Nov 27, 2024

    • 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•4•1•Updated Nov 27, 2024Nov 27, 2024

    • hipother

      Public
      C
      •
      MIT License
      •4•5•0•1•Updated Nov 27, 2024Nov 27, 2024

    • TransformerEngine

      Public
      Python
      •
      Other
      •3•13•8•5•Updated Nov 27, 2024Nov 27, 2024

    • timemory

      Public
      MIT License
      •1•1•0•0•Updated Nov 27, 2024Nov 27, 2024

    • rocm-examples

      Public
      A collection of examples for the ROCm software stack
      C++
      •
      MIT License
      •42•170•6•3•Updated Nov 27, 2024Nov 27, 2024