Top 85 gpgpu open source projects

Amplifier allows .NET developers to easily run complex applications with intensive mathematical computation on Intel CPU/GPU, NVIDIA, AMD without writing any additional C kernel code. Write your function in .NET and Amplifier will take care of running it on your favorite hardware.

✭ 92

compiler opencl simd gpgpu

Knlmeanscl

An optimized OpenCL implementation of the Non-local means de-noising algorithm

✭ 92

opencl gpgpu

Aardvark.rendering

The dependency-aware, high-performance aardvark rendering engine. This repo is part of aardvark - an open-source platform for visual computing, real-time graphics and visualization.

✭ 79

dsl fsharp visualization functional-programming gpu rendering shader gpgpu

Cekirdekler

Multi-device OpenCL kernel load balancer and pipeliner API for C#. Uses shared-distributed memory model to keep GPUs updated fast while using same kernel on all devices(for simplicity).

✭ 76

gpu dynamic opencl gpgpu load-balancer gpu-computing pool parallelism gpu-acceleration batch-processing

Compute

A C++ GPU Computing Library for OpenCL

✭ 1,192

cpp performance gpu opencl hpc boost gpgpu

Ogles gpgpu

GPGPU for mobile devices and embedded systems using OpenGL ES 2.0

✭ 74

android ios opengl-es gpgpu

Celerity Runtime

High-level C++ for Accelerator Clusters

✭ 74

hpc gpgpu

Parenchyma

An extensible HPC framework for CUDA, OpenCL and native CPU.

✭ 71

rust gpu cuda nvidia opencl hpc parallel-computing gpgpu intel amd

Sycl Dnn

SYCL-DNN is a library implementing neural network algorithms written using SYCL

✭ 67

cpp cplusplus cpp11 machine-learning neural-network opencl gpgpu

Gbrain

GPU Javascript Library for Machine Learning

✭ 48

javascript machine-learning neural-network reinforcement-learning ai gpu deeplearning gpgpu supervised-learning

Openclpapers

A Collection of Articles and other OpenCL Papers

✭ 37

opencl gpgpu

Computesharp

A .NET 5 library to run C# code in parallel on the GPU through DX12 and dynamically generated HLSL compute shaders, with the goal of making GPU computing easy to use for all .NET developers! 🚀

✭ 982

csharp library performance dotnet-core gpu visual-studio shader nuget netstandard hlsl gpgpu directx

Computeshader Unity Macos

✭ 31

macos unity computer-graphics hlsl gpgpu

Metalpetal

A GPU accelerated image and video processing framework built on Metal.

✭ 907

ios macos video image-processing image opengl gpu real-time tvos filter rendering metal video-processing gpgpu multimedia

Neanderthal

Fast Clojure Matrix Library

✭ 927

java clojure api gpu cuda matrix opencl gpgpu high-performance-computing gpu-computing matrix-factorization vectorization

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

✭ 793

nim deep-learning machine-learning iot neural-networks cuda opencl linear-algebra parallel-computing gpgpu high-performance-computing tensor gpu-computing automatic-differentiation openmp cudnn multidimensional-arrays

Vexcl

VexCL is a C++ vector expression template library for OpenCL/CUDA/OpenMP

✭ 626

cpp11 cuda opencl scientific-computing gpgpu

Vulkan minimal compute

Minimal Example of Using Vulkan for Compute Operations. Only ~400LOC.

✭ 603

tutorial glsl example vulkan gpgpu fractal

Compute Runtime

Intel® Graphics Compute Runtime for oneAPI Level Zero and OpenCL™ Driver

✭ 593

gpu opencl gpgpu intel

Stdgpu

stdgpu: Efficient STL-like Data Structures on the GPU

✭ 531

cpp cpp17 cpp14 data-structures gpu cuda gpgpu gpu-computing stl openmp gpu-acceleration

Arrayfire Rust

Rust wrapper for ArrayFire

✭ 525

rust gpu cuda opencl hpc gpgpu rust-bindings

John

John the Ripper jumbo - advanced offline password cracker, which supports hundreds of hash and cipher types, and runs on many operating systems, CPUs, GPUs, and even some FPGAs

✭ 5,656

c Verilog python perl assembly M4 gpu password fpga hash opencl simd gpgpu mpi openmp ripper cracker john jtr crypt

Regl Cnn

Digit recognition with Convolutional Neural Networks in WebGL

✭ 490

javascript deep-learning demo convolutional-neural-networks webgl cnn gpu glsl gpgpu

Tornadovm

TornadoVM: A practical and efficient heterogeneous programming framework for managed languages

✭ 479

java fpga opencl gpgpu

Bitcracker

BitCracker is the first open source password cracking tool for memory units encrypted with BitLocker

✭ 463

c windows cryptography gpu cuda microsoft hash opencl attack gpgpu passwords cracking

Ocl

OpenCL for Rust

✭ 453

rust async nvidia scientific-computing gpgpu intel amd

Chlorine

Dead Simple OpenCL

✭ 419

cplusplus opencl gpgpu

Accel

(Mirror of GitLab) GPGPU Framework for Rust

✭ 420

rust cuda gpgpu

Amgcl

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

✭ 390

cpp cuda opencl scientific-computing gpgpu mpi openmp

Hipsycl

Implementation of SYCL for CPUs, AMD GPUs, NVIDIA GPUs

✭ 377

gpu cuda high-performance opencl clang gpgpu high-performance-computing gpu-computing

Ilgpu

ILGPU JIT Compiler for high-performance .Net GPU programs

✭ 374

dotnet compiler gpu cuda parallel cpu nvidia opencl jit gpgpu intel amd

Cuda Api Wrappers

Thin C++-flavored wrappers for the CUDA Runtime API

✭ 362

gpu cuda wrapper nvidia api-wrapper gpgpu gpu-computing

Arrayfire Python

Python bindings for ArrayFire: A general purpose GPU library.

✭ 358

python gpu cuda opencl hpc gpgpu

Aparapi

The New Official Aparapi: a framework for executing native Java and Scala code on the GPU.

✭ 352

java gpu opencl gpgpu jni accelerator

Vulkan Kompute

General purpose GPU compute framework for cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases.

✭ 350

cpp deep-learning machine-learning vulkan gpgpu gpu-computing

Arrayfire

ArrayFire: a general purpose GPU library.

✭ 3,693