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horovod / horovod

6.2k

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

tensorflow uber machine-learning machinelearning mpi baidu deep-learning deeplearning keras pytorch mxnet

C++ Updated May 1, 2019

open-mpi / ompi

766

Open MPI main development repository

c hpc mpi fortran

C Updated May 1, 2019 8 issues need help

haptork / easyLambda

432

distributed dataflows with functional list operations for data processing with C++14

dataflow-programming mpi parallel functional-programming distributed-computing hpc cpp14

C++ Updated Oct 19, 2018

openhpc / ohpc

382

OpenHPC Integration, Packaging, and Test Repo

hpc scientific-computing package-repository clusters-management devtools mpi linuxfoundation

C Updated Apr 30, 2019

KratosMultiphysics / Kratos

324

Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modul…

kratos fem dem parallel-computing openmp numerical-methods c-plus-plus python multi-platform bsd-license multiphysics mpi

C++ Updated Apr 30, 2019 17 issues need help

libtom / libtommath

311

LibTomMath is a free open source portable number theoretic multiple-precision integer library written entirely in C.

mpi libtommath c math multi-precision

C Updated Apr 28, 2019

ElmerCSC / elmerfem

280

Official git repository of Elmer FEM software

finite-element-methods finite-elements fem multiphysics fluid-mechanics structural-mechanics electromagnetics mpi parallel-computing acoustics elmergui elmersolver elmergrid

Fortran Updated Apr 29, 2019

ddemidov / amgcl

235

C++ library for solving large sparse linear systems with algebraic multigrid method

amg c-plus-plus sparse-linear-systems opencl cuda gpgpu openmp scientific-computing cpp multigrid mpi

C++ Updated Mar 13, 2019

mpi4py / mpi4py

231

Python bindings for MPI

python parallel-computing mpi mpi-library mpi-applications python-2 python-3 mpi4py

Python Updated Apr 27, 2019

openucx / ucx

186

Unified Communication X (mailing list - https://elist.ornl.gov/mailman/listinfo/ucx-group):

C Updated May 1, 2019

Azure / batch-shipyard

185

Provision, execute, and monitor batch and HPC container workloads on Azure Batch

azure-batch docker hpc mpi gpu infiniband rdma azure batch-processing nfs glusterfs azure-functions containers singularity windows-containers serverless slurm

Python Updated Apr 16, 2019

kaityo256 / sevendayshpc

182

一週間でなれる！スパコンプログラマ

mpi cpp

HTML Updated Feb 12, 2019

bcgsc / abyss

164

🔬 Assemble large genomes using short reads

bloom-filter c-plus-plus science bioinformatics assembler scaffold genome openmp mpi

C++ Updated Apr 12, 2019

ParRes / Kernels

151

This is a set of simple programs that can be used to explore the features of a parallel platform.

C Updated Apr 28, 2019

libtom / tomsfastmath

141

TomsFastMath is a fast public domain, open source, large integer arithmetic library written in portable ISO C.

tomsfastmath c mpi math

C Updated Jun 22, 2018

dmtcp / dmtcp

138

DMTCP: Distributed MultiThreaded CheckPointing

mpi dmtcp checkpoint-restart

C++ Updated Apr 22, 2019 1 issue needs help

kimwalisch / primecount

116

🚀 Fast prime counting function implementation

prime-numbers math number-theory cpp openmp mpi

C++ Updated Apr 17, 2019

jeffhammond / HPCInfo

109

Information about many aspects of high-performance computing. Wiki content moved to ~/docs.

hpc mpi parallel supercomputing

C++ Updated Apr 25, 2019

aff3ct / aff3ct

103

A fast simulator and a library dedicated to the channel coding.

C++ Updated Apr 24, 2019

yuantiku / ytk-mp4j

98

Ytk-mp4j is a fast, user-friendly, cross-platform, multi-process, multi-thread collective message passing java librar…

mpi allreduce reduce broadcast machine-learning messaging-library openmp

Java Updated Jun 14, 2017

matex-org / matex

96

Machine Learning Toolkit for Extreme Scale (MaTEx)

deeplearning supercomputers mpi machine-learning scale-systems mnist

C Updated Aug 12, 2018

dash-project / dash

95

DASH, the C++ Template Library for Distributed Data Structures with Support for Hierarchical Locality for HPC and Dat…

hpc pgas mpi data-structures high-performance-computing shmem c-plus-plus algorithms parallel-computing

C++ Updated Apr 30, 2019 13 issues need help

lattice / quda

91

QUDA is a library for performing calculations in lattice QCD on GPUs.

c-plus-plus cuda c qcd gpu multi-gpu mpi

C++ Updated May 1, 2019

amkozlov / raxml-ng

86

RAxML Next Generation: faster, easier-to-use and more flexible

bioinformatics phylogenetics maximum-likelihood mpi pthreads

C++ Updated Apr 30, 2019

SCOREC / core

77

parallel finite element unstructured meshes

c c-plus-plus mpi parallel parallel-computing hpc adaptive meshes finite-elements bigger-meshes

C++ Updated Apr 27, 2019 10 issues need help

intel / MLSL

75

Intel(R) Machine Learning Scaling Library is a library providing an efficient implementation of communication pattern…

intel mlsl deep-learning machine-learning artificial-intelligence mpi distributed

C++ Updated Apr 12, 2019

NLKNguyen / alpine-mpich

74

MPI Cluster Automation Solution using Docker, based on Alpine Linux with MPICH (see IEEE paper)

docker mpi cluster automation

Shell Updated Mar 17, 2019

inoryy / tensorflow-optimized-wheels

62

TensorFlow wheels built for latest CUDA/CuDNN and enabled performance flags: SSE, AVX, FMA, XLA, MPI, MKL

tensorflow python avx2 tensorflow-gpu cuda cudnn sse xla mpi mkl

Updated Mar 31, 2019

gjbex / training-material

61

A collection of code examples as well as presentations for training purposes

Jupyter Notebook Updated Apr 30, 2019

daleroberts / pypar

57

Efficient and scalable parallelism using the message passing interface (MPI) to handle big data and highly computatio…

map-reduce mpi python big-data

Python Updated Nov 11, 2016

mpi

Repositories 745