Explore @ROCm Open Source projects

HIP: C++ Heterogeneous-Compute Interface for Portability

4,583

HIP

AMD's Machine Intelligence Library

3,398

MIOpen

Assembly

1,060

HIPIFY

HIPIFY: Convert CUDA to Portable C++ Code

HCC is an Open Source, Optimizing C++ Compiler for Heterogeneous Compute currently for the ROCm GPU Computing Platform

505

hcc

Next generation BLAS implementation for ROCm platform

425

rocBLAS

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

308

composable_kernel

Omnitrace: Application Profiling, Tracing, and Analysis

285

omnitrace

ROCm Communication Collectives Library (RCCL)

283

rccl

ROCm Platform Runtime: ROCr a HPC market enhanced HSA based runtime

231

ROCR-Runtime

Stretching GPU performance for GEMMs and tensor contractions.

217

Tensile

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.

214

aomp

Fortran

203

AMDMIGraphX

AMD's graph optimization engine.

Next generation FFT implementation for ROCm

185

rocFFT

MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.

174

MIVisionX

GPUFORT: S2S translation tool for CUDA Fortran and Fortran+X in the spirit of hipify

168

gpufort

Fortran

159

rocPRIM

ROCm Parallel Primitives

A collection of examples for the ROCm software stack

157

rocm-examples

Advanced Profiling and Analytics for AMD Hardware

154

omniperf

ROC profiler library. Profiling with perf-counters and derived metrics.

132

rocprofiler

126

rocMLIR

Next generation SPARSE implementation for ROCm platform

120

rocSPARSE

rocm_smi_lib

rocRAND

RAND library for HIP programming language

An implementation of HIP that works on CPUs, across OSes.

110

HIP-CPU

ROCm Thrust - run Thrust dependent software on AMD GPUs

107

rocThrust

Next generation LAPACK implementation for ROCm platform

100

ROCm-Device-Libs

ROCm Device Libraries

rocSOLVER

rocWMMA

Reusable software components for ROCm developers

hipCUB

Next generation library for iterative sparse solvers for ROCm platform

rocALUTION

Fortran interfaces for ROCm libraries

hipfort

Fortran

roctracer

ROCm Tracer Callback/Activity Library for Performance tracing AMD GPUs

ROCm SPARSE marshalling library

hipSPARSE

Asynchronous Task and Memory Interface, or ATMI, is a runtime framework and programming model for heterogeneous CPU-GPU systems. It provides a consistent, declarative API to create task graphs on CPUs and GPUs (integrated and discrete).

atmi

The ROCm Validation Suite is a system administrator’s and cluster manager's tool for detecting and troubleshooting common problems affecting AMD GPU(s) running in a high-performance computing environment, enabled using the ROCm software stack on a compatible platform.

ROCmValidationSuite

CMake modules used within the ROCm libraries

rocm-cmake

hipFFT is a FFT marshalling library.

hipFFT

This is ROCgdb, the ROCm source-level debugger for Linux, based on GDB, the GNU source-level debugger.

ROCgdb

amd_matrix_instruction_calculator

A tool for generating information about the matrix multiplication instructions in AMD Radeon™ and AMD Instinct™ accelerators

The compiler support repository provides various Lightning Compiler related services.

ROCm-CompilerSupport

AMD ROCm Performance Primitives (RPP) library is a comprehensive high-performance computer vision library for AMD processors with HIP/OpenCL/CPU back-ends.

rpp

ROCclr

rocm_bandwidth_test

Bandwidth test for ROCm

amdsmi

AMD SMI

HIPCC: HIP compiler driver

HIPCC

Ahead of Time (AOT) Triton Math Library

aotriton

Experimental and Intriguing Tools for ROCm

Experimental_ROC

HPCG benchmark based on ROCm platform

rocHPCG

ROC_SHMEM intra-kernel networking runtime for AMD dGPUs on the ROCm platform.

ROC_SHMEM

Machine Intelligence Shader Autogen. AMDGPU ML shader code generator. (previously iGEMMgen)

MISA

TransferBench is a utility capable of benchmarking simultaneous copies between user-specified devices (CPUs/GPUs)

ROCm.github.io

ROCm Website

TransferBench

OpenCL compilation with clang compiler.

rocm-blogs

Jupyter Notebook

clang-ocl

ROCm SOLVER marshalling library

hipSOLVER

ROCm OpenCL Compiler Tool Driver

ROCm-OpenCL-Driver

rdc

RDC

Random number library that generate pseudo-random and quasi-random numbers.

hipRAND

RCCL Performance Benchmark Tests

rccl-tests

Cuda

ROCdbgapi

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.

python package of rocm-smi-lib

pyrsmi

HIP Python Low-level Bindings

hip-python

hip-tests

roc-stdpar

pytorch-micro-benchmarking

hipify_torch

rocmProfileData

ROCm Documentation Python package for ReadTheDocs build standardization

rocm-docs-core

CSS

rocAL

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.

half

rocprofiler-sdk

Examples illustrating usage of the rocBLAS library

rocBLAS-Examples

ROCm - UCX enabled OSU_Benchmarks

OSU_Microbenchmarks

MITuna

rtg_tracer

ROCm's implementation of Gromacs

Gromacs

Repository to host spack recipes for ROCm

rocm-spack-pkgs

rbuild

rocm-core

rocm-llvm-python

Low-level Cython and Python bindings to the (ROCm) LLVM and AMD COMGR C API. Also ships the official LLVM Clang bindings.

hip-testsuite

Tuna centric MIOpen client

MIFin

Mirror of flang repo: The source repo is https://github.com/flang-compiler/flang . Once a day the master branch is updated from the upstream source repo and then locked. AOMP or ROCm developers may commit or create PRs on branch aomp-dev.

flang

HIP backend patch for Numba, the NumPy aware dynamic Python compiler using LLVM.

numba-hip

tensorcast

hipSPARSELt

hostcall services library, math library, and utilities

aomp-extras

MIOpenExamples

rocprofiler-register

rocm-install-on-windows

hipOMB

OSU MPI benchmarks with ROCm support

migraphx-benchmark

rocm-recipes

Recipes for rocm

Common files shared by hipBLAS and hipBLASLt

hipBLAS-common