Top 626 gpu open source projects

Toy path tracer for my own learning purposes (CPU/GPU, C++/C#, Win/Mac/Wasm, DX11/Metal, also Unity)

✭ 753

This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.

✭ 740

shell deep-learning kubernetes gpu distributed-systems cluster guide kubernetes-cluster gpu-computing kubernetes-setup

Imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

✭ 6,734

python machine-learning video artificial-intelligence algorithm object-detection gpu detection image-recognition prediction artificial-neural-networks densenet squeezenet inceptionv3 offline-capable image-prediction imageai ai-practice-recommendations

Gunrock

High-Performance Graph Primitives on GPUs

✭ 718

gpu cuda

Cpu X

CPU-X is a Free software that gathers information on CPU, motherboard and more

✭ 676

c gpu benchmark cpu gtk3 portable ncurses linux-app

Coriander

Build NVIDIA® CUDA™ code for OpenCL™ 1.2 devices

✭ 665

gpu ubuntu mac llvm nvidia opencl intel amd

Chainer

A flexible framework of neural networks for deep learning

✭ 5,656

python C++Cuda CMake shell powershell deep-learning machine-learning neural-network neural-networks gpu cuda numpy chainer cupy cudnn

Imogen

GPU Texture Generator

✭ 648

python opengl tool gpu glsl shaders imgui texture

Glsl Pathtracer

A GLSL Path Tracer

✭ 634

linux windows opengl gpu glsl path ray-tracing path-tracer

Luminance Rs

Type-safe, type-level and stateless Rust graphics framework

✭ 632

rust opengl gpu shaders texture buffer

Speedtorch

Library for faster pinned CPU <-> GPU transfer in Pytorch

✭ 615

python machine-learning pytorch nlp natural-language-processing gpu cuda embeddings cupy

H2o 3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

✭ 5,656

python java r Jupyter Notebook HTML CSS deep-learning machine-learning data-science gpu spark opensource big-data distributed hadoop automl random-forest multi-threading ensemble-learning pca h2o naive-bayes gbm

Dll

Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)

✭ 605

cpp cpp11 cpp14 deep-learning machine-learning performance convolutional-neural-networks gpu cpu artificial-neural-networks

Webgl Wind

Wind power visualization with WebGL particles

✭ 601

javascript visualization webgl gpu simulation map particles

Compute Runtime

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

✭ 593

gpu opencl gpgpu intel

Glchaos.p

3D GPUs Strange Attractors and Hypercomplex Fractals explorer - up to 256 Million particles in RealTime

✭ 590

opengl webgl gpu webassembly glsl rendering emscripten imgui particles webgl2

Ocbarrage

iOS 弹幕库 OCBarrage, 同时渲染5000条弹幕也不卡, 轻量, 可拓展, 高度自定义动画, 超高性能, 简单易上手; A barrage render-engine with high performance for iOS. At the same time, rendering 5000 barrages is also very smooth, lightweight, scalable, highly custom animation, ultra high performance, simple and easy to use!

✭ 589

ios demo wechat google gpu facebook player engine high-performance weixin live qq alibaba danmaku danmu tencent

Thundergbm

ThunderGBM: Fast GBDTs and Random Forests on GPUs

✭ 586

machine-learning gpu cuda random-forest

Scanner

Efficient video analysis at scale

✭ 569

python cpp video gpu big-data distributed

Gpu Gems Book Source Code

💿 CD Content ( Source Code ) Collection of Book <GPU Gems > 1~ 3 | 《GPU精粹》 1~ 3 随书CD（源代码）珍藏

✭ 567

graphics gpu glsl rendering shader hlsl

Clblast

Tuned OpenCL BLAS

✭ 559

gpu opencl blas

Alphapose

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

Pixels

A tiny hardware-accelerated pixel frame buffer. 🦀

✭ 555

rust game-development gpu

Cudasift

A CUDA implementation of SIFT for NVidia GPUs (1.2 ms on a GTX 1060)

✭ 555

gpu cuda nvidia vision

Cupy

NumPy & SciPy for GPU

✭ 5,625

python cython C++c Cuda Dockerfile gpu cuda numpy tensor scipy cupy cudnn cublas rocm cusolver nccl curand cusparse nvrtc cutensor nvtx cusparselt

Vkquake2

id Software's Quake 2 v3.21 with mission packs and Vulkan support (Windows, Linux, MacOS, FreeBSD, Raspberry Pi 4)

✭ 543

c linux macos gpu vulkan freebsd 3d-graphics vulkan-api

Lighthouse2

Lighthouse 2 framework for real-time ray tracing

✭ 542

opengl game-engine gpu cuda gamedev real-time rendering gltf render rendering-engine glfw

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

Gfx

[maintenance mode] A low-overhead Vulkan-like GPU API for Rust.

✭ 5,045

rust opengl graphics gpu vulkan metal dx11 graphics-apis gfx dx12

Rustacuda

Rusty wrapper for the CUDA Driver API

✭ 511

rust gpu cuda

Pytorch Memory Utils

pytorch memory track code

✭ 493

python pytorch gpu memory

Deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

✭ 6,024

python Cuda C++shell deep-learning machine-learning pytorch gpu data-parallelism model-parallelism billion-parameters

Neurokernel

Neurokernel Project

✭ 491

python gpu simulation neural brain

Regl Cnn

Digit recognition with Convolutional Neural Networks in WebGL

✭ 490

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

Detect Gpu

Classifies GPUs based on their 3D rendering benchmark score allowing the developer to provide sensible default settings for graphically intensive applications.

✭ 460

typescript demo browser webgl gpu detection threejs hardware webgl2 device pixijs

Halide

a language for fast, portable data-parallel computation

✭ 4,722