high-performance-computing

There are 58 repositories under high-performance-computing topic.

taskflow / taskflow
A General-purpose Parallel and Heterogeneous Task Programming System
concurrent-programming cuda-programming gpu-programming heterogeneous-parallel-programming high-performance-computing multi-threading multicore-programming multithreading parallel parallel-computing parallel-programming taskflow taskparallelism threadpool work-stealing
Language:C++ 9597
metaflow
Netflix / metaflow
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
machine-learning data-science productivity model-management ai ml ml-platform ml-infrastructure python r rstats reproducible-research r-package mlops datascience high-performance-computing kubernetes aws azure gcp
Language:Python 7638
google / tf-quant-finance
High-performance TensorFlow library for quantitative finance.
tensorflow quantitative-finance python finance numerical-methods numerical-optimization numerical-integration high-performance high-performance-computing gpu gpu-computing quantlib
Language:Python 4309
parallel101 / course
高性能并行编程与优化 - 课件
cpp17 course slides parallel-computing high-performance-computing cpp
Language:C++ 3271
FluidX3D
ProjectPhysX / FluidX3D
The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL.
cfd computational-fluid-dynamics fluid-dynamics fluid-simulation fluid-solver gpgpu gpu gpu-computing graphics-library high-performance-computing hpc interactive-visualization lattice-boltzmann lbm opencl physics raytracing scientific-computing scientific-visualization simulation
Language:C++ 3239
alpa-projects / alpa
Training and serving large-scale neural networks with auto parallelization.
deep-learning machine-learning compiler distributed-training high-performance-computing alpa jax distributed-computing llm auto-parallelization
Language:Python 2989
merrymercy / awesome-tensor-compilers
A list of awesome compiler projects and papers for tensor computation and deep learning.
code-generation compiler deep-learning high-performance-computing machine-learning programming-language tensor
2192
flame / blis
BLAS-like Library Instantiation Software Framework
blis blas blas-libraries linear-algebra linear-algebra-library matrix-multiplication matrix-calculations matrix-library matrix-functions high-performance high-performance-computing hpc matrix optimization
Language:C 2121
BOINC / boinc
Open-source software for volunteer computing and grid computing.
boinc distributed-computing volunteer-computing high-performance-computing citizen-science scientific-computing grid-computing science high-throughput-computing php c-plus-plus hacktoberfest
Language:PHP 1925
kokkos / kokkos
Kokkos C++ Performance Portability Programming Ecosystem: The Programming Model - Parallel Execution and Memory Abstraction
programming-model parallel-computing c-plus-plus abstraction high-performance-computing snl-prog-models-runtimes kokkos
Language:C++ 1732
Maratyszcza / NNPACK
Acceleration package for neural networks on multi-core CPUs
neural-network neural-networks convolutional-layers inference high-performance high-performance-computing simd cpu multithreading fast-fourier-transform winograd-transform matrix-multiplication
Language:C 1661
hermit-os / hermit-rs
Hermit for Rust.
cloud-computing high-performance-computing operating-system operating-systems osdev rust rust-lang unikernel virtualization
Language:Rust 1596
mfem
mfem / mfem
Lightweight, general, scalable C++ library for finite element methods
finite-elements high-order high-performance-computing parallel-computing amr computational-science fem scientific-computing hpc math-physics radiuss
Language:C++ 1564
ropensci / drake
An R-focused pipeline toolkit for reproducibility and high-performance computing
data-science drake high-performance-computing makefile peer-reviewed pipeline r r-package reproducibility reproducible-research ropensci rstats workflow
Language:R 1330
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
autograd automatic-differentiation cuda cudnn deep-learning gpgpu gpu-computing high-performance-computing iot linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks nim opencl openmp parallel-computing tensor
Language:Nim 1312
hermit-os / kernel
A Rust-based, lightweight unikernel.
rust-lang cloud-computing kernel virtualization high-performance-computing unikernels osdev rust operating-systems operating-system
Language:Rust 1074
AdaptiveCpp
AdaptiveCpp / AdaptiveCpp
Implementation of SYCL and C++ standard parallelism 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!
sycl gpgpu high-performance gpu-computing high-performance-computing hipsycl opensycl stdpar adaptivecpp compiler hpc
Language:C++ 1051
uncomplicate / neanderthal
Fast Clojure Matrix Library
clojure clojure-library matrix gpu gpu-computing gpgpu opencl cuda high-performance-computing vectorization api matrix-factorization matrix-multiplication matrix-functions matrix-calculations java
Language:Clojure 1044
envpool
sail-sg / envpool
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
reinforcement-learning parallel-processing cpp17 pybind11 reinforcement-learning-environments threadpool atari-games vizdoom gym high-performance-computing lock-free-queue mujoco box2d dm-control robotics dm-env
Language:C++ 1024
mateogianolio / vectorious
Linear algebra in TypeScript.
blas high-performance-computing javascript linear-algebra linear-algebra-library machine-learning matrix typescript vector
Language:TypeScript 911
targets
ropensci / targets
Function-oriented Make-like declarative workflows for R
reproducibility high-performance-computing r data-science pipeline rstats r-package workflow targets reproducible-research make r-targetopia peer-reviewed
Language:R 872
openmc-dev / openmc
OpenMC Monte Carlo Code
computational-physics high-performance-computing monte-carlo-simulation neutron-transport neutronics nuclear-data nuclear-energy nuclear-engineering nuclear-fusion openmc particle-transport photon-transport radiation-transport
Language:Python 700
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.
elementwise gpu-acceleration high-performance-computing hpc reduce sgemm sgemv
Language:Cuda 691
precice
precice / precice
A coupling library for partitioned multi-physics simulations, including, but not restricted to fluid-structure interaction and conjugate heat transfer simulations.
multi-physics fluid-structure-interaction high-performance-computing conjugate-heat-transfer coupling co-simulation openfoam calculix code-aster su2 fluent multiphysics simulation computer-aided-engineering precice fenics research-and-development cpp dealii
Language:C++ 680
zanellia / prometeo
An experimental Python-to-C transpiler and domain specific language for embedded high-performance computing
c compiler domain-specific-language embedded-systems high-performance-computing hpc python python-to-c source-to-source static-analysis static-typing transcompiler transpiler
Language:Python 617
austinksmith / Hamsters.js
100% Vanilla Javascript Multithreading & Parallel Execution Library
multithreading parallel-processing big-data concurrent-programming cross-platform future-proofing high-performance-computing innovation javascript-library multithreaded nodejs-server open-source optimization react-native-app scalability task-processor threadpool web-application
Language:JavaScript 567
Geant4 / geant4
Geant4 toolkit for the simulation of the passage of particles through matter - NIM A 506 (2003) 250-303
monte-carlo-simulation particle-transport computational-physics high-energy-physics high-performance-computing medical-physics neutron-transport nuclear-data photon-transport radiation-transport scientific-computing hadron-physics shielding geometry multiphysics-simulation particle-tracking visualization
Language:C++ 548
spcl / dace
DaCe - Data Centric Parallel Programming
cuda fpga high-level-synthesis high-performance-computing programming-language vivado-hls
Language:Python 467
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.
dae-solver high-performance-computing hpc math-physics nonlinear-equation-solver ode-solver parallel-computing radiuss scientific-computing sensitivity-analysis solver time-integration
Language:C 464
3dem / relion
Image-processing software for cryo-electron microscopy
microscopy cryo-em hpc cuda image-processing biomolecular-dynamics molecular-biology molecular-structures atomistic-models ctf high-performance-computing graphics-programming gui microscope optimization-algorithms maximum-likelihood likelihood relion regularization nvidia
Language:C++ 429
pypr / pysph
A framework for Smoothed Particle Hydrodynamics in Python
scientific-computing smoothed-particle-hydrodynamics fluid-simulation solid-mechanics python-library high-performance-computing gas-dynamics framework cython opencl message-passing-interface
Language:Python 427
mpi4jax / mpi4jax
Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:
mpi jax jit xla gpu parallel-computing high-performance-computing
Language:Python 375
aphros
cselab / aphros
Finite volume solver for incompressible multiphase flows with surface tension. Foaming flows in complex geometries.
cfd chemical-engineering fluid high-performance-computing multiphase-flow paraview simulation surface-tension
Language:C++ 372
DeveloperPaul123 / thread-pool
A modern, fast, lightweight thread pool library based on C++20
cpp cpp20 cpp20-library modern-cpp threading threads thread-pool threadpool c-plus-plus cplusplus concurrency high-performance header-only fast high-performance-computing performance thread thread-pool-implementations
Language:C++ 367
brucefan1983 / GPUMD
Graphics Processing Units Molecular Dynamics
molecular-dynamics-simulation heat-transport cuda molecular-dynamics gpumd phonon gpu machine-learning physics-simulation simulation neural-network neuroevolution natural-evolution-strategies high-performance-computing machine-learning-potential
Language:Cuda 366
GraphIt-DSL / graphit
GraphIt - A High-Performance Domain Specific Language for Graph Analytics
compiler high-performance-computing graph-computing parallel-computing domain-specific-language graph-analytics machine-learning code-generation m
Language:C++ 363