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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/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/lcsb-biocore/cufluxsampler.jl

GPU-accelerated algorithms for flux sampling in CUDA.jl

cobra cuda gpu julia metabolic-network metabolism sampling

Last synced: 30 Jan 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/kilamper/matrix-multiplication

AC - Matrix multiplication using OpenMP, MPI and CUDA

cuda ms-mpi openmp

Last synced: 26 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/tensorbfs/cutropicalgemm.jl

The fastest Tropical number matrix multiplication on GPU

cuda gemm tropical-algebra

Last synced: 13 Feb 2025

https://github.com/speedcell4/torchdevice

Setup CUDA_VISIBLE_DEVICES

cuda deep-learning gpu machine-learning pytorch

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/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/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/mhaseeb123/gcb

GCB includes a suite of benchmarks and basic tests for CUDA-aware MPI and C++ compilers.

cpp cpp23 cuda mpi partitioned-communication st-mpi

Last synced: 24 Jan 2025

https://github.com/nickolasrm/gpuvscpumatrixmultiplication

CPU and GPU optimized matrix multiplication (AVX, transposition, CUDA and other)

avx comparison cuda hpc matrix multiplication

Last synced: 28 Dec 2024

https://github.com/mre/talks

...mostly Computer Science related.

computer-science cuda talks tech-talks

Last synced: 06 Feb 2025

https://github.com/neoblizz/cupti-plus-plus

CUPTI++ is a C++ interface to the CUDA Profiling Tools Interface (CUPTI).

cpp cuda cuda-profiler cupti profiler

Last synced: 09 Feb 2025

https://github.com/maawad/ptx_bcht

Bucketed Cuckoo hash set written in PTX and JIT-compiled.

cuckoo cuda gpu hash hashset ptx

Last synced: 09 Feb 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/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/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/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/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/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/tyler-hilbert/cuda-linearregression

Linear Regression written from scratch in CUDA

ai cublas cuda gpu linear-regression nsight

Last synced: 05 Feb 2025

https://github.com/weiyu0824/flash-attention-lite

Basic Flash attention Implmentation

attention cuda torch

Last synced: 05 Feb 2025

https://github.com/sartajbhuvaji/cuda

Deloped CUDA kernel functions to load and train a Convolution Neural Network from scratch.

cuda cuda-programming gpu-programming neural-network nvidia-cuda

Last synced: 05 Feb 2025

https://github.com/miniex/maidenx

Rust-based CUDA library designed for learning purposes and building my AI engines named Maiden Engine

ai cuda rust

Last synced: 28 Oct 2024

https://github.com/abdulfatir/subkmeans

Numpy and pyCUDA implementation of subKmeans

clustering cuda kdd kmeans numpy pycuda python subspace-clustering

Last synced: 09 Feb 2025

https://github.com/matx64/rs-netbot

Old School Runescape (MMORPG) Bot created using a Convolutional Neural Network for object identification

cuda numpy python pytorch

Last synced: 09 Feb 2025

https://github.com/pvdberg1998/cufft_rust

A safe Rust wrapper around a subset of cuFFT.

cuda cufft fft rust

Last synced: 12 Dec 2024

https://github.com/thisalmandula/gpu_accelerated_lpt_cfd_code

This repository contains GPU accelerated version of the particle tracking model developed by Merel Kooi for biofouled microplastic particles ( available at: https://pubs.acs.org/doi/10.1021/acs.est.6b04702) written in CUDA Fortran and CUDA Python. This repository is intended as a learning tool for GPU programming.

biofouling computational-fluid-dynamics cuda fortran lagrangian-particle-tracking microplastics python

Last synced: 02 Feb 2025

https://github.com/gunrock/template

Template repository for essentials applications to get you started asap!

cpp cuda essentials gpu graph-algorithms graph-analytics gunrock

Last synced: 10 Jan 2025

https://github.com/andygeiss/machine-learning-golang

This repository provides a basic setup to do Machine Learning with Golang and Python, TensorFlow 1.15 and CUDA 10.0.

benchmark cuda docker go golang machine-learning python tensorflow

Last synced: 06 Feb 2025

https://github.com/xza85hrf/ml-framework_checker

ML Framework and CUDA Checker is a Python-based GUI application for checking PyTorch, TensorFlow, and CUDA installations. It provides detailed system specs, compatibility checks, advanced GPU management, and offers options to view instructions, export logs, and update machine learning frameworks.

compatibility cuda gpu-management gui-application machine-learning python pytorch system-checker system-specs tensorflow

Last synced: 30 Jan 2025

https://github.com/bhattbhavesh91/rapids-cudf-cuml-example

Running KNN algorithm much faster on GPU for free using RAPIDS packages like cuML and cuDF

cuda cuml deep-learning nvidia-gpu rapids rapidsai

Last synced: 17 Jan 2025

https://github.com/chintak/theano-lasagne-docker

Dockerfile for Lasagne with Cuda support. Look at the branches for relevant Dockerfiles - ``cpu`` and ``gpu``.

caffe cuda docker dockerfile install-script lasagne machine-learning machine-learning-library theano

Last synced: 23 Dec 2024

https://github.com/di-hal/vision-pro-max

A Raspberry Pi-based object detection system for assisting visually impaired individuals. This project utilizes YOLO object detection and a Hailo 8L TPU to identify obstacles like manholes, potholes, and bumps, providing real-time audio feedback to aid navigation.

bash computer-vision cuda fine-tuning gtts jupyter-notebook object-detection opencv python pytorch raspberry-pi rpi-camera ssh text-to-speech ultralytics yolo yolov8

Last synced: 26 Jan 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/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/zeloe/juce_cuda_convolution

Linear realtime convolution using CUDA

audio audio-processing convolution cuda dsp juce

Last synced: 25 Dec 2024

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/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/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/xlisp/learn-vllm

vllm learning

cuda nvidia pytorch vllm

Last synced: 02 Feb 2025

https://github.com/fblupi/grado_informatica-ppr

Prácticas de la asignatura Programación Paralela de la UGR

cuda mpi openmp parallel-computing

Last synced: 30 Jan 2025

https://github.com/rkv0id/automata-vtk

Multi-dimensional Cellular Automata visualization using Python's VTK bindings on top of a CUDA-parallel grid updates.

cellular-automata cuda game-of-life python vtk

Last synced: 03 Jan 2025

https://github.com/jonasricker/autocvd

Tool to automatically set CUDA_VISIBLE_DEVICES based on GPU utilization. Usable from command line and code.

cuda cuda-visible-devices gpu keras machine-learning nvidia python pytorch tensorflow

Last synced: 03 Jan 2025

https://github.com/assem-elqersh/tensorflow-gpu-setup

This guide provides the essential steps to get TensorFlow running with GPU support on your windows system.

anaconda conda cuda cudnn deep-learning gpu machine-learning tensorflow

Last synced: 03 Jan 2025

https://github.com/ehsanmok/cs-521

UBC CS 521: Parallel Computing and Architectures

cuda erlang parallel-algorithm parallel-computing

Last synced: 10 Jan 2025

https://github.com/pedro-avalos/cuda-samples-snap

Unofficial snap for CUDA Samples

cuda gpu gpu-test linux nvidia package snap snapcraft

Last synced: 03 Jan 2025

https://github.com/ophoperhpo/dcgan-lentach-logo-generator

The Lentach logo generator. #MachineLearningFun

cuda dcgan dcgan-tensorflow keras lentach machinelearning ml

Last synced: 04 Jan 2025

https://github.com/ezroot/gacc

GIACC - Generate Images, Art, Code and Conversations

ai codegen cuda huggingface image imagegeneration python rust stablediffusion

Last synced: 18 Jan 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/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/ginkgo-project/cudaarchitectureselector

A CMake module simplifying the specification of CUDA architectures

cmake cmake-modules cuda

Last synced: 27 Dec 2024

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/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/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/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/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/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/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/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/hyunjinno/multicore_computing

A repository of multicore programming in Java and C.

c cpp cuda java multithreading openmp thread thrust

Last synced: 25 Jan 2025

https://github.com/ssoehdata/cuda_fortran_sci_eng

Working through examples from the Cuda Fortran for Scientists and Engineers 2nd Edition Book

cuda cuda-fortran fortran hpc nvfortran

Last synced: 10 Dec 2024

https://github.com/qervas/cn_chess_ai

chinese chess(Xiangqi) AI

ai cpp cuda dqn qt6

Last synced: 23 Oct 2024

https://github.com/alekseyscorpi/vacancies_server

This is a server for vacancies generation using LLM (Saiga3)

code cuda cuda-toolkit docker dockerfile flask llama3 llamacpp llm ngrok pydantic saiga

Last synced: 01 Feb 2025

https://github.com/xavierjiezou/gpu-compute-capability

An application for querying the computing power of each gpu released by NVIDIA.

cuda gpu nvidia

Last synced: 01 Feb 2025

https://github.com/brendanbignell/cuda_montecarlooptionpricer

CUDA Monte Carlo Barrier Option Pricing Demo & Jupyer lab ML models

cuda deep-learning ml pytorch quantitative-finance xgboost-regression

Last synced: 05 Feb 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/galaxies99/inception-cuda

CUDA Implementation of Inception

cuda inception-v3

Last synced: 07 Nov 2024

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/rhysdg/whisper-onnx-python

A low-footprint GPU accelerated Speech to Text Python package for the Jetpack 5 era bolstered by an optimized graph

ai chatbot cuda machine-learning onnxruntime speech-to-text whisper

Last synced: 08 Feb 2025

https://github.com/alextmjugador/rust-cuda-quickstart

Bring the Rust-CUDA project back to life under modern Linux environments.

cuda cuda-programming cuda-rust cuda-support docker rust

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/pharmcat/metidacu.jl

CUDA solver for Metida.jl

cuda julia-language metida mixed-models

Last synced: 09 Feb 2025

https://github.com/skillfulelectro/integral-solver

Simple integral solver

c cpp cuda math mathematics

Last synced: 01 Feb 2025

https://github.com/noorkhokhar99/how-to-setup-nvidia-gpu-for-object-detection-installing-cuda-toolkit-and-cudnn

How to Setup NVIDIA GPU For object detection | Installing Cuda Toolkit And cuDNN

computer cuda nividia opencv python roboflow vision

Last synced: 05 Feb 2025

https://github.com/tyler-hilbert/cuda-kmeans

K-Means written from scratch in CUDA

cuda kmeans-clustering machine-learning nsight

Last synced: 05 Feb 2025

https://github.com/sferez/sspp_sparse_matrix_cuda

Small Scale Parallel Programming, Sparse Matrix multiplication with CUDA

cpp cuda omp omp-parallel parallel-computing small-scale-parallel-programming sparse-matrix

Last synced: 13 Jan 2025

https://github.com/9prady9/imageconvolve

Qt app for previewing Image convolution. Uses CUDA for convolution.

c-plus-plus convolution cuda desktop-app qt

Last synced: 09 Feb 2025

https://github.com/separatrixxx/pgp_labs_7_sem

👓 Laboratory work for the 7 semester of MAI on PGP and PDP

cpp cuda nvidia

Last synced: 05 Feb 2025

https://github.com/akhuntsaria/image-filters

Image filters implemented in CUDA C/C++

cuda image-processing

Last synced: 07 Jan 2025

https://github.com/mattjesc/gpu-accelerated-fap

GPU-Accelerated Frequency Analysis Prototype using CUDA, Unit Testing, and User-Defined Settings

c cmake cpp cuda cufft googletest gpu gpu-acceleration gpu-computing gpu-programming nvidia signal-processing test test-automation testing unit-testing

Last synced: 05 Feb 2025

https://github.com/enapiuz/logic-circuit-simulator

Logic circuit (based on NAND gates) simulator using OpenCL

c circuit-simulator cuda digital-logic gpgpu logic-gates opencl simulator

Last synced: 06 Feb 2025

https://github.com/daskol/gpgpu

cuda gpgpu

Last synced: 12 Jan 2025

https://github.com/td99/ai-sandbox

A collection of AI tools and prototypes.

ai cuda docker image-generation-ai nvidia python

Last synced: 05 Feb 2025

https://github.com/bjornmelin/tensorflow-evolution

🧠 Progressive journey through TensorFlow, from basics to advanced architectures. Featuring custom training pipelines, optimized GPU implementations, and production-ready models. Includes CUDA optimizations for large-scale training. 🚀

cuda deep-learning gpu-optimization machine-learning ml-engineering neural-networks python tensorflow

Last synced: 24 Jan 2025

https://github.com/starlitdreams/lunar-landing

This project implements a DQN agent using PyTorch to solve the LunarLander-v2 environment from OpenAI Gym. The agent learns to control the lunar lander using experience replay and a target network, aiming to maximize rewards by landing smoothly. Uses CUDA for computation.

artificial-intelligence cuda deep-learning gymnasium neural-network neural-networks numpy nvidia-gpu python python3 torch

Last synced: 05 Feb 2025

https://github.com/seieric/pytorch-mpi-singularity

Singularity Container including PyTorch with CUDA and mpi backend for DistributedDataParallel

cuda hpc nvidia openmpi pytorch singularity utokyo

Last synced: 05 Feb 2025