Explore @ROCm Open Source projects

HIP: C++ Heterogeneous-Compute Interface for Portability

4,462

HIP

AMD's Machine Intelligence Library

3,398

MIOpen

Assembly

1,039

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

440

hcc

Next generation BLAS implementation for ROCm platform

425

rocBLAS

Omnitrace: Application Profiling, Tracing, and Analysis

308

omnitrace

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

283

composable_kernel

ROCm Communication Collectives Library (RCCL)

275

rccl

Stretching GPU performance for GEMMs and tensor contractions.

231

Tensile

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

210

ROCR-Runtime

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.

205

aomp

Fortran

203

AMDMIGraphX

AMD's graph optimization engine.

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.

179

MIVisionX

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

168

gpufort

Fortran

159

rocFFT

Next generation FFT implementation for ROCm

154

rocPRIM

ROCm Parallel Primitives

Advanced Profiling and Analytics for AMD Hardware

154

omniperf

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

128

rocprofiler

122

rocm-examples

A collection of examples for the ROCm software stack

rocMLIR

rocm_smi_lib

rocSPARSE

Next generation SPARSE implementation for ROCm platform

RAND library for HIP programming language

112

rocRAND

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

109

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

Reusable software components for ROCm developers

hipCUB

rocWMMA

Next generation library for iterative sparse solvers for ROCm platform

rocALUTION

ROCm Tracer Callback/Activity Library for Performance tracing AMD GPUs

roctracer

Fortran interfaces for ROCm libraries

hipfort

Fortran

atmi

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).

ROCm SPARSE marshalling library

hipSPARSE

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

CMake

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

hipFFT is a FFT marshalling library.

ROCclr

hipFFT

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

ROCgdb

rocm_bandwidth_test

Bandwidth test for ROCm

HIPCC: HIP compiler driver

HIPCC

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

amdsmi

ROCm.github.io

TransferBench

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

OpenCL compilation with clang compiler.

clang-ocl

CMake

aotriton

Ahead of Time (AOT) Triton Math Library

ROCm OpenCL Compiler Tool Driver

ROCm-OpenCL-Driver

ROCm SOLVER marshalling library

hipSOLVER

RCCL Performance Benchmark Tests

rocm-blogs

Jupyter Notebook

rccl-tests

Cuda

hipRAND

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

rdc

RDC

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.

ROCdbgapi

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

Repository to host spack recipes for ROCm

rocm-spack-pkgs

rbuild

Rocm build tool

ROCm's implementation of Gromacs

Gromacs

rocm-core

CMake

hip-testsuite

Tuna centric MIOpen client

MIFin

Low-level Cython and Python bindings to the (ROCm) LLVM C API.

rocm-llvm-python

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

hipSPARSELt

hostcall services library, math library, and utilities

aomp-extras

MIOpenExamples

MIOpen examples

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

numba-hip