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CUDA

CUDA® is a parallel computing platform and programming model developed by NVIDIA for general computing on graphical processing units (GPUs). With CUDA, developers are able to dramatically speed up computing applications by harnessing the power of GPUs.

https://github.com/kishore-narendran/eecs221-highperformancecomputing

Assignments done during the graduate course EECS 221 - Introduction to HPC that I took in the Spring Quarter of 2016 at University of California, Irvine. Involves assignments that use OpenMP, MPI and CUDA.

cuda hpc mpi openmp

Last synced: 05 Jan 2025

https://github.com/sthysel/jtx2-tools

nvidia jtx/xavier GPU monitor tool

cuda nvidia txt2 xavier

Last synced: 20 Jan 2025

https://github.com/tawssie/zmpy3d_pt

Python implementation of 3D Zernike moments with PyTorch

3d-zernike cuda gpu protein-structure python pytorch structural-bioinformatics superposition zernike-moments

Last synced: 09 Feb 2025

https://github.com/tthebc01/cudaconda3

Lightweight container environment with Cuda, Miniconda3, and Jupyter Lab.

cuda docker gpu jupyterlab marimo-notebook miniconda3 reverse-proxy-application

Last synced: 03 Jan 2025

https://github.com/archibate/cuda_aero_lbm

A toy 3D LBM solver in CUDA

cuda graphics simulation

Last synced: 03 Jan 2025

https://github.com/kar-dim/watermarking-gpu

Code for my Diploma thesis at Information and Communication Systems Engineering (University of the Aegean, School of Engineering) with title "Efficient implementation of watermark and watermark detection algorithms for image and video using the graphics processing unit". Part 2 / GPU

arrayfire cpp cuda gpu image-processing opencl parallel-computing video-processing watermark-image watermarking

Last synced: 04 Jan 2025

https://github.com/szymon423/tsp-cpu-vs-gpu

Simple brute force approach to solve travelling salesman problem with CPU and GPU

cuda tsp

Last synced: 18 Jan 2025

https://github.com/nellogan/distributed_compy

Distributed_compy is a distributed computing library that offers multi-threading, heterogeneous (CPU + mult-GPU), and multi-node support

cluster cuda heterogeneous-parallel-programming multi-threading multigpu openmp openmpi

Last synced: 12 Jan 2025

https://github.com/brosnanyuen/raybnn_optimizer

Gradient Descent Optimizers and Genetic Algorithms using GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI

arrayfire cuda genetic-algorithm genetic-algorithms gpu gpu-computing gradient gradient-descent parallel parallel-computing raybnn rust

Last synced: 23 Oct 2024

https://github.com/romnn/nvbit-rs

Rust bindings to the NVIDIA NVBIT binary instrumentation API

cuda ffi gpgpu instrumentation nvbit nvidia profiling ptx rust sass tracing

Last synced: 23 Oct 2024

https://github.com/pd2871/high-performance-computing

This repo contain the logs of High Performance Computing module's final Assignment

blurred-images c cuda gaussian-blur matrix-multiplication multi-threading parallel-computing pthreads pthreads-api

Last synced: 25 Jan 2025

https://github.com/orlandopalmeira/trabalho-cp-2023-2024

Repositório do trabalho prático no âmbito da UC de Computação Paralela (CP) - Mestrado em Engenharia Informática (MEI/MIEI) - Universidade do Minho (UMinho)

computacao-paralela cp cuda cuda-programming mei miei nvidia nvidia-cuda openmp optimization optimization-problem parallelism performance uminho uminho-mei uminho-miei

Last synced: 25 Jan 2025

https://github.com/samuraibupt/cuda_code

Codes for learning cuda. Implementation of multiple kernels.

cuda cuda-programming

Last synced: 23 Oct 2024

https://github.com/vorticity-inc/vtensor

VTensor, a C++ library, facilitates tensor manipulation on GPUs, emulating the python-numpy style for ease of use. It leverages RMM (RAPIDS Memory Manager) for efficient device memory management. It also supports xtensor for host memory operations.

cublas cuda curand cusolver gpu numpy rmm tensor xarray xtensor

Last synced: 10 Dec 2024

https://github.com/akhuntsaria/canny-edge-detection

Canny edge detector implemented in CUDA C/C++

cuda image-processing video-processing

Last synced: 23 Oct 2024

https://github.com/xmas7/cudampi

A large hybrid CPU/GPU sorting network using CUDA and MPI. The sorting network uses a standard Quicksort for CPUs and a custom Bitonic Sort for GPUs. These two algorithms were the fastest in a number of prior benchmarks.

cpu cuda gpu hybrid mpi network

Last synced: 01 Feb 2025

https://github.com/demoriarty/doksparse

sparse DOK tensors on GPU, pytorch

cuda pytorch sparse

Last synced: 05 Jan 2025

https://github.com/matthewfeickert/cuda-tf-torch

An Ubuntu 18.04 NVIDIA Docker image with CUDA 10.1 CuDNN 7 with TensorFlow and PyTorch

cuda cuda-101 cudnn cudnn-v7 docker docker-image gpu nvidia-docker nvidia-gpu pytorch tensorflow torch

Last synced: 01 Feb 2025

https://github.com/cfries/javagpuexperiments

Repository used to demo OpenCL, JOCL, JCuda.

cuda

Last synced: 27 Dec 2024

https://github.com/B1-663R/docker-mining

Dockerfiles to build docker images to start mining with an NVIDIA Docker architecture

cryptocurrency cuda docker-image docker-nvidia mining

Last synced: 31 Oct 2024

https://github.com/babak2/optimizedsum

Optimized Parallel Sum program demonstrating CPU vs GPU performance

cuda cuda-programming gpu-acceleration gpu-computing gpu-parallelism visual-studio

Last synced: 01 Feb 2025

https://github.com/patrickm663/localglmnet.jl

This is a WIP implementation of Richman & Wüthrich (2022) using Julia's Flux.jl + CUDA.jl

cuda deep-learning flux julia neural-networks symbolic-regression xai

Last synced: 17 Jan 2025

https://github.com/hatamiarash7/cuda-python

GPU programming using CUDA & Python

cuda gpu gpu-computing gpu-programming python

Last synced: 03 Feb 2025

https://github.com/liuyuweitarek/pytorch-docker-builder

Automate PyTorch Docker image builds with compatible Python, CUDA, and Poetry versions, including CI/CD for testing.

cicd containerd cuda docker docker-image poetry-python python python3 pytorch pytorch-docker

Last synced: 24 Jan 2025

https://github.com/programmer-rd-ai/detectx

A Pythonic approach to object detection using Detectron2, a clean, modular framework for training and deploying computer vision models. DetectX simplifies the complexity of object detection while maintaining high performance and extensibility.

coco-dataset computer-vision computer-vision-library cuda deep-learning detectron2 faster-rcnn gpu-accelerated machine-learning ml-framework object-detection object-recognition python3 pytorch retinanet

Last synced: 12 Jan 2025

https://github.com/programmer-rd-ai/digivis

A PyTorch-based deep learning implementation for MNIST digit recognition featuring CNNs, GPU acceleration, experiment tracking, and comprehensive testing capabilities.

cnn computer-vision cuda data-science deep-learning digit-recognition image-classification machine-learning mnist neural-networks python pytorch wandb

Last synced: 12 Jan 2025

https://github.com/tensorbfs/cutropicalgemm.jl

The fastest Tropical number matrix multiplication on GPU

cuda gemm tropical-algebra

Last synced: 13 Feb 2025

https://github.com/giovaneiwamoto/cuda-shortest-paths

🧩 Cuda Shortest Paths - Parallel Dijkstra and Floyd algorithms using Nvidia CUDA to calculate All-Pairs Shortest Path (APSP) in a given graph represented by its adjacency matrix.

all-pairs-shortest-path cuda nvidia

Last synced: 11 Nov 2024

https://github.com/kaierikniermann/hpc-uzh-notes

These are some notes for the High Performance Computing course taught at UZH

cuda high-performance-computing mpi openacc openmp

Last synced: 12 Jan 2025

https://github.com/galaxies99/inception-cuda

CUDA Implementation of Inception

cuda inception-v3

Last synced: 07 Nov 2024

https://github.com/ginkgo-project/cudaarchitectureselector

A CMake module simplifying the specification of CUDA architectures

cmake cmake-modules cuda

Last synced: 27 Dec 2024

https://github.com/speedcell4/torchdevice

Setup CUDA_VISIBLE_DEVICES

cuda deep-learning gpu machine-learning pytorch

Last synced: 08 Feb 2025

https://github.com/microo8/micronn

Simple neural network library with backpropagation using CUDA

c cuda neural-network

Last synced: 26 Jan 2025

https://github.com/dolongbien/cuda

CUDA and Caffe/Caffe2 installation Ubuntu 16.04

c3d-intel-caffe caffe caffe2 cuda cudnn deep-learning ubuntu

Last synced: 21 Jan 2025

https://github.com/michaelfranzl/image_debian-gpgpu

Dockerfile for a Debian base image with AMD and Nvidia GPGPU support

amd container container-image cuda debian docker gpgpu nvidia opencl

Last synced: 21 Jan 2025

https://github.com/headless-start/data-augmentation-impact

This repository contains effect of Data Augmentation of Training Set during Model Training.

augmented-images cuda data gpu keras matplotlib mnist opencv-python python3 tensorflow training-data

Last synced: 08 Feb 2025

https://github.com/makischristou/mandelbrot

Mandelbrot set visualizer using CUDA.

cpp cuda gpu mandelbrot nvidia renderer rust

Last synced: 20 Jan 2025

https://github.com/jakubriegel/game_of_life_3d

3D game of life implemented in CUDA

concurency cuda gameoflife nvidia put-poznan

Last synced: 01 Feb 2025

https://github.com/bolner/totally-diffused

Debian/NVIDIA Docker image for AUTOMATIC1111's Stable Diffusion application.

automatic1111 cuda debian docker-image nvidia stable-diffusion xformers

Last synced: 08 Feb 2025

https://github.com/mortafix/quickshift

A working implementation of Quickshift algorithm in CUDA, GPU-compatible.

cuda gpu-computing quickshift

Last synced: 13 Jan 2025

https://github.com/lightshade12/kittlespt

A hobby CUDA pathtracing renderer.

3d-graphics computer-graphics cuda gpu path-tracing ray-tracing

Last synced: 24 Jan 2025

https://github.com/abhisheknair10/occupancy.nn

An multi-step pipeline to train and inference Occupancy Networks

3d-reconstruction cuda vision

Last synced: 13 Jan 2025

https://github.com/jonathanraiman/mini_cuda_rtc

Miniature CUDA Array library with Runtime Compilation

cpp11 cuda jit runtime-compilation

Last synced: 22 Jan 2025

https://github.com/adamczykpiotr/cudamatrixlibrary

Matrix operation library using single, n-threads or CUDA supported GPU

agh agh-ust cpp cuda cuda-library matrix matrix-computations matrix-functions matrix-multiplication

Last synced: 19 Jan 2025

https://github.com/shivendrra/axgrad

lightweight tensor library that contains it's own auto-diff engine like pytorch

autograd cuda pytorch scratch-implementation tinygrad

Last synced: 06 Feb 2025

https://github.com/dhruvsrikanth/cudann

A distributed implementation of a deep learning framework in CUDA.

cpp cuda deep-learning deep-learning-framework gpu-programming high-performance-computing hpc parallel-programming

Last synced: 25 Dec 2024

https://github.com/mala13f/statistical-learning-in-finance

This Repository contains all the codes, papers and related data for assignments done during the course.

cuda gpu-acceleration jupyter-notebook machine-learning python statistical-learning

Last synced: 31 Jan 2025

https://github.com/franciscoda/psvm

R package and C++ library that allows training SVM models in a GPU using CUDA and predicting out-of-sample data. A support vector machine (SVM) is a type of machine learning model that is trained using supervised data to classify samples.

cpp cpp17 cuda machine-learning r svm-classifier svm-training

Last synced: 28 Jan 2025

https://github.com/vietdoo/seam-carving-cuda

CUDA Seam Carving: Accelerating Image Resizing with GPU Computing

cc cuda cuda-programming gpu-computing parrallel-computing seam-carving

Last synced: 07 Feb 2025

https://github.com/sleeepyjack/multisplit

Simple multisplit for CUDA accelerators

cpp cuda gpu nvidia parallel-programming primitive split

Last synced: 22 Jan 2025

https://github.com/m-torhan/cuda-stl-renderer

CUDA C++ implementation of STL file renderer using ray tracing method

cuda

Last synced: 31 Dec 2024

https://github.com/snoopy3476/t-espresso

A CUDA Library for Low-overhead Host-to-Device Transmission of Patterned Profile Data

cuda profiler

Last synced: 07 Nov 2024

https://github.com/willigarneau/sobel-filter-cuda

🖼️ Assignment 1 in Intelligent Industrial System at Cégep Lévis-Lauzon. Learning Cuda and OpenCV by creating a sobel filter. 💻

cplusplus cuda filter opencv sobel

Last synced: 23 Jan 2025

https://github.com/willigarneau/object-detection-cuda

🕺 Put my knowledge of OpenCV and Cuda into practice to create an object detection system. 💻

camera cplusplus cuda detector filter opencv

Last synced: 23 Jan 2025

https://github.com/kayuii/ironfish-miner

docker nvidia/amd Gpu hpool-dev/ironfish-miner ironfish-miner

amdgpu cuda docker gpu nvidia rocm

Last synced: 31 Jan 2025

https://github.com/ergonomech/comfyui-windows-installer

Automated setup for ComfyUI on Windows with CUDA, custom plugins, and optimized PyTorch settings. Made to Run as Server and Error Correct,. Easy installation and launch using Miniconda.

automation comfy conda conda-environment cuda hosting-deployment setup windows

Last synced: 06 Feb 2025

https://github.com/bl33h/pythagoreantheorem

A program that calculates the Pythagorean theorem for a large number of elements using GPU parallel processing.

arrays cuda kernel parallel-programming pythagoras pythagorean-theorem

Last synced: 21 Jan 2025

https://github.com/matteogianferrari/qr-decomposition

Tthis project implements different methods to exploit caches usage, the multicore CPU and the GPU architectures, on the Gram-Schmidt QR Decomposition algorithm and measure the performance of the different implementations.

cuda openmp parallel-computing

Last synced: 10 Feb 2025

https://github.com/pjueon/cuda_intellisense

A simple python script to fix cuda C++ intellisense for visual studio.

cuda visual-studio

Last synced: 23 Oct 2024

https://github.com/bl33h/productoftwovectors

This code utilizes CUDA for parallel vector multiplication on a GPU, demonstrating GPU's acceleration capabilities.

cuda gpu kernel paralelism parallel-programming product vector

Last synced: 21 Jan 2025

https://github.com/daelsepara/hipmandelbrot

GPU Implementation of Mandelbrot Fractal Generator with Benchmarking

amd cuda fractal gpu gpu-compute gpu-computing hip mandelbrot parallel-computing rocm sdk

Last synced: 07 Nov 2024

https://github.com/zeloe/juce_cuda_convolution

Linear realtime convolution using CUDA

audio audio-processing convolution cuda dsp juce

Last synced: 25 Dec 2024

https://github.com/ashwanirathee/imagesgpu.jl

Image Processing on GPU in Julia

cuda gpu image image-processing julia

Last synced: 08 Jan 2025

https://github.com/enp1s0/curand_fp16

FP16 pseudo random number generator on GPU

cuda gpu half-precision random-number-generators

Last synced: 26 Dec 2024

https://github.com/dansolombrino/gphungarian

A GPU-accelerated implementation of the Hungarian Algorithm, written in CUDA

cuda gpu hpc opencl

Last synced: 07 Feb 2025

https://github.com/kilamper/matrix-multiplication

AC - Matrix multiplication using OpenMP, MPI and CUDA

cuda ms-mpi openmp

Last synced: 26 Jan 2025

https://github.com/hartorn/docker-python

Repository to build python image, based on ubuntu and CUDA

cuda docker mkl-dnn onednn python3 ubuntu ubuntu1804

Last synced: 12 Jan 2025

https://github.com/pratikvn/nla4hpc-exercises-framework

The exercises framework for the Numerical Linear Algebra for HPC course at Karlsruhe Institute of Technology.

cuda ginkgo homeworks hpc-course teaching

Last synced: 26 Jan 2025

https://github.com/sanaeprj/matrix-for-cpp

This repository has types that handle matrices.

cpp14 cpp14-library cuda matrix-library

Last synced: 19 Nov 2024

https://github.com/quantum-integrated-technologies/deepforge

DeepForge : framework for working with machine learning.

ai artificial-intelligence cuda library machine-learning ml neural-network

Last synced: 10 Feb 2025

https://github.com/daelsepara/hipslm

CPU and GPU (using HIP) implementations of phase pattern generators for use with spatial light modulators

computer-generated-holography cuda gpu hip hologram holography phase phase-pattern slm spatial-light-modulator

Last synced: 29 Dec 2024

https://github.com/pharmcat/metidacu.jl

CUDA solver for Metida.jl

cuda julia-language metida mixed-models

Last synced: 09 Feb 2025

https://github.com/dotblueshoes/robertscross

The Roberts cross operator is used in image processing and computer vision for edge detection.

cuda edge-detection image-processing

Last synced: 05 Feb 2025

https://github.com/kar-dim/fidelityfx-cas-cuda

Implementation of the AMD FidelityFX CAS (Contrast Adaptive Sharpening) algorithm on CUDA, for sharpening static images.

cpp cuda dll fidelityfx gpu image-processing parallel-computing sharpen

Last synced: 26 Dec 2024

https://github.com/inventwithdean/cuda_mlp

Implementation of a simple Multilayer Perceptron in pure CUDA

cuda cuda-programming deep-learning neural-networks

Last synced: 05 Feb 2025

https://github.com/whutao/artificial-art

Image approximation with triangles using evolutionary algorithm.

cuda evolutionary-algorithm python3

Last synced: 16 Jan 2025

https://github.com/larygwil/ffmpeg-static-cuda

ffmpeg static binaries for Linux that work on some old Nvidia gpu (not tested)

avc cuda cuvid ffmpeg h264 h265 hevc nvdec nvenc

Last synced: 02 Feb 2025

https://github.com/duskvirkus/ofxarrayfire

An openFrameworks addon with pre-compiled binaries of ArrayFire.

arrayfire cuda ofxaddon openframeworks openframeworks-addon

Last synced: 25 Jan 2025

https://github.com/brosnanyuen/raybnn_graph

Graph Manipulation Library For GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI

cuda gpu graph graph-algorithms neural-network neural-networks opencl raybnn rust

Last synced: 13 Nov 2024

https://github.com/le-ander/msc_bioinfo-experimental_design

Using information theory to inform experimental design with GPU acceleration. Computing group project as part of the MSc in Bioinformatics and Theorectical Systems Biology at Imperial College London 2016/2017.

cuda experimental-design gpu-computing information-theory pycuda systems-biology

Last synced: 31 Jan 2025

https://github.com/enriquebdel/clases-cuda-programacion-paralela-en-c-

En este repositorio encontrarás varias lecciones creadas por mí sobre la librería CUDA en C. El programa que utilizo para programar es MobaXterm.

c cuda cuda-programming gnu-linux googlecolab mobaxterm nvidia parallel-programming ubuntu university

Last synced: 26 Jan 2025

https://github.com/donpablonows/coin

🪙 Crypto Optimization Interface Network (aka COIN) is a high-performance Bitcoin address generator using CUDA acceleration and multi-threading. It optimizes GPU and CPU resources for fast address generation, ensures secure private key creation, and includes real-time monitoring and automatic system optimizations.

bitcoin blockchain cryptography cuda gpu-acceleration

Last synced: 07 Jan 2025

https://github.com/xlisp/learn-vllm

vllm learning

cuda nvidia pytorch vllm

Last synced: 02 Feb 2025

https://github.com/himeyama/cuda-nmf

NMF calculations are performed on NVIDIA GPUs using the Cuda API. (GEM released)

cublas cuda gem nmf ruby

Last synced: 29 Dec 2024

https://github.com/kchristin22/ising_model

Implementation of a cellular automaton on GPU using different features of CUDA

cellular-automaton cuda gpu-programming hpc ising-model parallel-computing

Last synced: 22 Jan 2025

CUDA Awesome Lists
awesome-yolo-object-detection 1,678 awesome-llm-and-aigc 1,333 awesome-cuda-triton-hpc 563 gpu-guide 961 awesome-dotnet-machine-learning 134 CUDA-Guide 152 awesome-rust-list 747 awesome-mojo-max-mlir 181 PyTorch-Guide 616 awesome-dl-development 91
CUDA Categories
Blogs 3,278 Applications 1,151 Summary 773 Other Versions of YOLO 452 Lighter and Deployment Frameworks 420 Uncategorized 320 Frameworks 296 Machine Learning 200 GUI 151 Web3 and ZKP Framework 132 Learning Resources 121 GPU Programming 84 Scientific Computation 83 C/C++ Learning Resources 68 FFI Bindings 64 Python Frameworks and Tools 56 Videos 46 Jobs and Interview 44 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 39