high-performance-computing | Topic

Topic: "high-performance-computing"

taskflow/taskflow

A General-purpose Task-parallel Programming System using Modern C++

Language: C++ - Size: 138 MB - Last synced at: about 5 hours ago - Pushed at: about 6 hours ago - Stars: 10,925 - Forks: 1,276

Netflix/metaflow

Build, Manage and Deploy AI/ML Systems

Language: Python - Size: 42.6 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 8,862 - Forks: 838

google/tf-quant-finance

High-performance TensorFlow library for quantitative finance.

Language: Python - Size: 16.9 MB - Last synced at: 13 days ago - Pushed at: 3 months ago - Stars: 4,880 - Forks: 622

ProjectPhysX/FluidX3D

The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs and CPUs via OpenCL. Free for non-commercial use.

Language: C++ - Size: 21.1 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 4,455 - Forks: 390

parallel101/course

高性能并行编程与优化 - 课件

Language: C++ - Size: 430 MB - Last synced at: 20 days ago - Pushed at: 8 months ago - Stars: 3,998 - Forks: 551

alpa-projects/alpa 📦

Training and serving large-scale neural networks with auto parallelization.

Language: Python - Size: 7.11 MB - Last synced at: about 24 hours ago - Pushed at: over 1 year ago - Stars: 3,138 - Forks: 357

merrymercy/awesome-tensor-compilers

A list of awesome compiler projects and papers for tensor computation and deep learning.

Size: 98.6 KB - Last synced at: about 24 hours ago - Pushed at: 8 months ago - Stars: 2,585 - Forks: 310

bshoshany/thread-pool

BS::thread_pool: a fast, lightweight, modern, and easy-to-use C++17 / C++20 / C++23 thread pool library

Language: C++ - Size: 343 KB - Last synced at: 21 days ago - Pushed at: 6 months ago - Stars: 2,527 - Forks: 282

flame/blis

BLAS-like Library Instantiation Software Framework

Language: C - Size: 47.4 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2,454 - Forks: 382

kokkos/kokkos

Kokkos C++ Performance Portability Programming Ecosystem: The Programming Model - Parallel Execution and Memory Abstraction

Language: C++ - Size: 35.5 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 2,212 - Forks: 457

BOINC/boinc

Open-source software for volunteer computing and grid computing.

Language: PHP - Size: 270 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2,152 - Forks: 477

mfem/mfem

Lightweight, general, scalable C++ library for finite element methods

Language: C++ - Size: 239 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,905 - Forks: 534

chapel-lang/chapel

a Productive Parallel Programming Language

Language: Chapel - Size: 1000 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,880 - Forks: 428

hermit-os/hermit-rs

Hermit for Rust.

Language: Rust - Size: 1.71 MB - Last synced at: 4 days ago - Pushed at: 9 days ago - Stars: 1,787 - Forks: 95

Maratyszcza/NNPACK

Acceleration package for neural networks on multi-core CPUs

Language: C - Size: 1.06 MB - Last synced at: 27 days ago - Pushed at: 12 months ago - Stars: 1,687 - Forks: 315

Compiler for multiple programming models (SYCL, C++ standard parallelism, HIP/CUDA) for CPUs and GPUs from all vendors: The independent, community-driven compiler for C++-based heterogeneous programming models. Lets applications adapt themselves to all the hardware in the system - even at runtime!

Language: C++ - Size: 14.4 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,646 - Forks: 200

mratsim/Arraymancer

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

Language: Nim - Size: 3.8 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 1,367 - Forks: 96

ropensci/drake

An R-focused pipeline toolkit for reproducibility and high-performance computing

Language: R - Size: 92.4 MB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 1,342 - Forks: 128

hermit-os/kernel

A Rust-based, lightweight unikernel.

Language: Rust - Size: 61.8 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1,300 - Forks: 102

trilinos/Trilinos

Primary repository for the Trilinos Project

Language: C++ - Size: 804 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,289 - Forks: 590

sail-sg/envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

Language: C++ - Size: 3.53 MB - Last synced at: 20 days ago - Pushed at: 10 months ago - Stars: 1,152 - Forks: 108

uncomplicate/neanderthal

Fast Clojure Matrix Library

Language: Clojure - Size: 3.95 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1,096 - Forks: 58

Liu-xiandong/How_to_optimize_in_GPU

This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, sgemv, sgemm, etc. The performance of these kernels is basically at or near the theoretical limit.

Language: Cuda - Size: 1.25 MB - Last synced at: 18 days ago - Pushed at: almost 2 years ago - Stars: 1,049 - Forks: 155

ropensci/targets

Function-oriented Make-like declarative workflows for R

Language: R - Size: 6.73 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 995 - Forks: 76

mateogianolio/vectorious

Linear algebra in TypeScript.

Language: TypeScript - Size: 42.8 MB - Last synced at: 5 days ago - Pushed at: 12 months ago - Stars: 922 - Forks: 44

openmc-dev/openmc

OpenMC Monte Carlo Code

Language: Python - Size: 71 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 850 - Forks: 544

precice/precice

A coupling library for partitioned multi-physics simulations, including, but not restricted to fluid-structure interaction and conjugate heat transfer simulations.

Language: C++ - Size: 40.4 MB - Last synced at: 20 days ago - Pushed at: 21 days ago - Stars: 800 - Forks: 193

Geant4/geant4

Geant4 toolkit for the simulation of the passage of particles through matter - NIM A 506 (2003) 250-303

Language: C++ - Size: 346 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 670 - Forks: 330

zanellia/prometeo

An experimental Python-to-C transpiler and domain specific language for embedded high-performance computing

Language: Python - Size: 1.93 MB - Last synced at: 18 days ago - Pushed at: about 3 years ago - Stars: 635 - Forks: 33

AMReX-Codes/amrex

AMReX: Software Framework for Block Structured AMR

Language: C++ - Size: 54.9 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 619 - Forks: 396

austinksmith/Hamsters.js

100% Vanilla Javascript Multithreading & Parallel Execution Library

Language: JavaScript - Size: 42.8 MB - Last synced at: about 8 hours ago - Pushed at: 19 days ago - Stars: 594 - Forks: 33

brucefan1983/GPUMD

Graphics Processing Units Molecular Dynamics

Language: Cuda - Size: 305 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 581 - Forks: 139

LLNL/sundials

Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.

Language: C - Size: 245 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 576 - Forks: 150

MarioSieg/magnetron

(WIP) A small but powerful, homemade PyTorch from scratch.

Language: C - Size: 24.8 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 554 - Forks: 24

spcl/dace

DaCe - Data Centric Parallel Programming

Language: Python - Size: 66.8 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 535 - Forks: 139

DeveloperPaul123/thread-pool

A modern, fast, lightweight thread pool library based on C++20

Language: C++ - Size: 722 KB - Last synced at: 19 days ago - Pushed at: 5 months ago - Stars: 497 - Forks: 41

pypr/pysph

A framework for Smoothed Particle Hydrodynamics in Python

Language: Python - Size: 7.06 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 484 - Forks: 138

mpi4jax/mpi4jax

Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:

Language: Python - Size: 5.06 MB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 476 - Forks: 31

3dem/relion

Image-processing software for cryo-electron microscopy

Language: C++ - Size: 58.2 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 465 - Forks: 205

philipturner/metal-flash-attention

FlashAttention (Metal Port)

Language: Swift - Size: 9.26 MB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 459 - Forks: 23

neuronsimulator/nrn

NEURON Simulator

Language: C++ - Size: 161 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 446 - Forks: 125

cselab/aphros

Finite volume solver for incompressible multiphase flows with surface tension. Foaming flows in complex geometries.

Language: C++ - Size: 205 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 420 - Forks: 49

Xiangyu-Hu/SPHinXsys

SPHinXsys provides C++ APIs for engineering simulation and optimization. It aims at complex systems driven by fluid, structure, multi-body dynamics and beyond. The multi-physics library is based on a unique and unified computational framework by which strong coupling has been achieved for all involved physics.

Language: C++ - Size: 240 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 390 - Forks: 276

GraphIt-DSL/graphit

GraphIt - A High-Performance Domain Specific Language for Graph Analytics

Language: C++ - Size: 8.48 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 377 - Forks: 46

uncomplicate/bayadera

High-performance Bayesian Data Analysis on the GPU in Clojure

Language: Clojure - Size: 1020 KB - Last synced at: 22 days ago - Pushed at: over 4 years ago - Stars: 365 - Forks: 23

SciML/Surrogates.jl

Surrogate modeling and optimization for scientific machine learning (SciML)

Language: Julia - Size: 313 MB - Last synced at: 3 days ago - Pushed at: 2 months ago - Stars: 343 - Forks: 76

Glavnokoman/vuh

Vulkan compute for people

Language: C++ - Size: 705 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 340 - Forks: 34

QMCPACK/qmcpack

Main repository for QMCPACK, an open-source production level many-body ab initio Quantum Monte Carlo code for computing the electronic structure of atoms, molecules, and solids with full performance portable GPU support

Language: C++ - Size: 396 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 335 - Forks: 147

huggingface/datablations

Scaling Data-Constrained Language Models

Language: Jupyter Notebook - Size: 43.4 MB - Last synced at: 5 days ago - Pushed at: 9 months ago - Stars: 334 - Forks: 18

dionhaefner/pyhpc-benchmarks

A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:

Language: Python - Size: 1.19 MB - Last synced at: 16 days ago - Pushed at: 8 months ago - Stars: 325 - Forks: 25

feelpp/feelpp

:gem: Feel++: Finite Element Embedded Language and Library in C++

Language: C++ - Size: 348 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 320 - Forks: 66

zero-one-group/geni

A Clojure dataframe library that runs on Spark

Language: Clojure - Size: 1.86 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 293 - Forks: 27

ornladios/ADIOS2

Next generation of ADIOS developed in the Exascale Computing Program

Language: C++ - Size: 32.3 MB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 285 - Forks: 131

mratsim/laser

The HPC toolbox: fused matrix multiplication, convolution, data-parallel strided tensor primitives, OpenMP facilities, SIMD, JIT Assembler, CPU detection, state-of-the-art vectorized BLAS for floats and integers

Language: Nim - Size: 3.65 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 285 - Forks: 14

uncomplicate/clojurecl

ClojureCL is a Clojure library for parallel computations with OpenCL.

Language: Clojure - Size: 874 KB - Last synced at: 18 days ago - Pushed at: about 1 year ago - Stars: 280 - Forks: 18

DragonSpit/HPCsharp

High performance algorithms in C#: SIMD/SSE, multi-core and faster

Language: C# - Size: 1.15 MB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 276 - Forks: 32

SciML/NonlinearSolve.jl

High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

Language: Julia - Size: 34.8 MB - Last synced at: 6 days ago - Pushed at: 13 days ago - Stars: 269 - Forks: 46

Trinkle23897/Fast-Poisson-Image-Editing

A fast poisson image editing implementation that can utilize multi-core CPU or GPU to handle a high-resolution image input.

Language: Python - Size: 2.88 MB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 269 - Forks: 15

df308/x9

high performance message passing library

Language: C - Size: 22.5 KB - Last synced at: 6 months ago - Pushed at: 11 months ago - Stars: 263 - Forks: 17

geodynamics/aspect

A parallel, extensible finite element code to simulate convection in both 2D and 3D models.

Language: C++ - Size: 354 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 258 - Forks: 246

sourceryinstitute/OpenCoarrays

A parallel application binary interface for Fortran 2018 compilers.

Language: Fortran - Size: 8.51 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 255 - Forks: 55

cb-geo/mpm

CB-Geo High-Performance Material Point Method

Language: C++ - Size: 7.47 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 248 - Forks: 83

r-lib/mirai

Minimalist Async Evaluation Framework for R

Language: R - Size: 12.1 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 243 - Forks: 11

flame/libflame

High-performance object-based library for DLA computations

Language: Fortran - Size: 31.3 MB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 243 - Forks: 83

ECP-copa/Cabana

Performance-portable library for particle-based simulations

Language: C++ - Size: 248 MB - Last synced at: 1 day ago - Pushed at: 21 days ago - Stars: 242 - Forks: 52

flexi-framework/flexi

FLEXI: A high order discontinuous Galerkin framework for hyperbolic–parabolic conservation laws

Language: Fortran - Size: 75.1 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 241 - Forks: 68

hongbo-miao/hongbomiao.com

A personal research and development (R&D) lab that facilitates the sharing of knowledge.

Language: Python - Size: 902 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 239 - Forks: 41

intel/intel-qs

High-performance simulator of quantum circuits

Language: C++ - Size: 17.3 MB - Last synced at: 20 days ago - Pushed at: 22 days ago - Stars: 238 - Forks: 73

nebius/soperator

Run Slurm in Kubernetes

Language: Go - Size: 36.6 MB - Last synced at: about 10 hours ago - Pushed at: about 10 hours ago - Stars: 233 - Forks: 32

Shenggan/awesome-distributed-ml

A curated list of awesome projects and papers for distributed training or inference

Size: 44.9 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 231 - Forks: 27

CEED/libCEED

CEED Library: Code for Efficient Extensible Discretizations

Language: C - Size: 20.5 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 226 - Forks: 55

hermit-os/libhermit 📦

HermitCore: A C-based, lightweight unikernel

Language: C - Size: 42.6 MB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 226 - Forks: 44

CaNS-World/CaNS

A code for fast, massively-parallel direct numerical simulations (DNS) of canonical flows

Language: Fortran - Size: 1.02 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 222 - Forks: 81

ProjectPhysX/OpenCL-Benchmark

A small OpenCL benchmark program to measure peak GPU/CPU performance.

Language: C++ - Size: 233 KB - Last synced at: 17 days ago - Pushed at: 25 days ago - Stars: 210 - Forks: 27

DLR-AMR/t8code

Parallel algorithms and data structures for tree-based adaptive mesh refinement (AMR) with arbitrary element shapes.

Language: C++ - Size: 125 MB - Last synced at: about 18 hours ago - Pushed at: about 19 hours ago - Stars: 209 - Forks: 56

penn-graphics-research/claymore

Language: Cuda - Size: 30.7 MB - Last synced at: 26 days ago - Pushed at: about 2 years ago - Stars: 209 - Forks: 31

arborx/ArborX

Performance-portable geometric search library

Language: C++ - Size: 4.96 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 204 - Forks: 43

esa/torchquad

Numerical integration in arbitrary dimensions on the GPU using PyTorch / TF / JAX

Language: Python - Size: 1.9 MB - Last synced at: 6 days ago - Pushed at: 7 months ago - Stars: 203 - Forks: 41

AvtechScientific/ASL

Advanced Simulation Library - hardware accelerated multiphysics simulation platform.

Language: C++ - Size: 24.1 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 200 - Forks: 54

tikv/minstant

Performant time measuring in Rust

Language: Rust - Size: 226 KB - Last synced at: 18 days ago - Pushed at: about 1 year ago - Stars: 192 - Forks: 20

springer13/hptt

High-Performance Tensor Transpose library

Language: C++ - Size: 818 KB - Last synced at: 7 months ago - Pushed at: about 2 years ago - Stars: 185 - Forks: 42

hao-lh/the-books-making-you-better

This repo is a curated library to help you achieve a deeper understanding of what drives success and continuous improvement. Dive in, and discover content that can expand your thinking, sharpen your expertise, and fuel you drive better, whether you’re exploring new fields, honing in-demand skills, or simply looking for fresh perspectives.

Size: 254 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 181 - Forks: 22

mlr-org/batchtools

Tools for computation on batch systems

Language: R - Size: 5.69 MB - Last synced at: 7 days ago - Pushed at: 19 days ago - Stars: 180 - Forks: 51

SciML/MethodOfLines.jl

Automatic Finite Difference PDE solving with Julia SciML

Language: Julia - Size: 370 MB - Last synced at: 1 day ago - Pushed at: 4 days ago - Stars: 176 - Forks: 35

rabauke/mpl

A C++17 message passing library based on MPI

Language: C++ - Size: 33.9 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 171 - Forks: 30

LibRapid/librapid

A highly optimised C++ library for mathematical applications and neural networks.

Language: C++ - Size: 30.6 MB - Last synced at: 2 days ago - Pushed at: 7 months ago - Stars: 169 - Forks: 10

lanl/vpic

Vector Particle-In-Cell (VPIC) Project

Language: C++ - Size: 23 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 161 - Forks: 75

Keysight/Jlsca

Side-channel toolkit in Julia

Language: Julia - Size: 30.7 MB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 157 - Forks: 34

claudebarthels/infinity

A lightweight C++ RDMA library for InfiniBand networks.

Language: C++ - Size: 37.1 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 155 - Forks: 40

mschubert/clustermq

R package to send function calls as jobs on LSF, SGE, Slurm, PBS/Torque, or each via SSH

Language: R - Size: 6.28 MB - Last synced at: 19 days ago - Pushed at: about 2 months ago - Stars: 150 - Forks: 28

dash-project/dash

DASH, the C++ Template Library for Distributed Data Structures with Support for Hierarchical Locality for HPC and Data-Driven Science

Language: C++ - Size: 14.5 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 150 - Forks: 43

eBay/accelerator 📦

The Accelerator is a tool for fast and reproducible processing of large amounts of data.

Language: Python - Size: 2.18 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 149 - Forks: 28

ropensci/tarchetypes

Archetypes for targets and pipelines

Language: R - Size: 1.81 MB - Last synced at: 26 days ago - Pushed at: about 1 month ago - Stars: 144 - Forks: 20

wlandau/crew

A distributed worker launcher

Language: R - Size: 15.1 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 143 - Forks: 4

kahypar/mt-kahypar

Mt-KaHyPar (Multi-Threaded Karlsruhe Hypergraph Partitioner) is a shared-memory multilevel graph and hypergraph partitioner equipped with parallel implementations of techniques used in the best sequential partitioning algorithms. Mt-KaHyPar can partition extremely large hypergraphs very fast and with high quality.

Language: C++ - Size: 34.9 MB - Last synced at: about 22 hours ago - Pushed at: 9 days ago - Stars: 141 - Forks: 29