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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.

GitHub: https://github.com/topics/cuda
Wikipedia: https://en.wikipedia.org/wiki/CUDA
Created by: Nvidia
Released: June 23, 2007
Related Topics: nvcc,
Last updated: 2025-02-15 00:06:58 UTC
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https://github.com/s3gmentati0nfaultuni/gpu-project

cpp cuda gpu project

Last synced: 05 Feb 2025

https://github.com/rajshrestha86/kmeans-clusterize-cuda

Implementation of K-Means algorithm from scratch using CUDA.

c cuda kmeans-clustering

Last synced: 07 Feb 2025

https://github.com/i-m-iron-man/abmax

Abmax is an agent-based modelling framework in Jax, focused on dynamic population size

abm agent agent-based agent-based-modeling agent-based-simulation agents cuda jax python

Last synced: 13 Jan 2025

https://github.com/eastonman/tensorrt-pytorch-wrapper

A wrapper makes TensorRT engine accept PyTorch Cuda Tensor.

cuda pytorch tensorrt

Last synced: 18 Jan 2025

https://github.com/drtey/cuda-zero

CUDA Programming

c cpp cuda makefile

Last synced: 13 Jan 2025

https://github.com/dpetrosy/fractal

This project is a Fractal Visualizer developed in C++ with SFML and CUDA.

burning-ship cmake cmakelists cpp cpp-programming cpp-project cuda cuda-opengl cuda-programming fractal fractal-generation fractal-visualization julia mandelbox mandelbrot opengl opengl-project sfml sfml-library tricorn

Last synced: 21 Jan 2025

https://github.com/dongskie43/nlp-engineering-hub

📚 Enterprise NLP systems and LLM applications. Features custom language model implementations, distributed training pipelines, and efficient inference systems. 🔤

cuda gpu-optimization huggingface huggingface-transformers langchain language-models large-language-models nlp openai python transformers

Last synced: 03 Feb 2025

https://github.com/dreamjet31/licence_plate_detection

Automated License Plate recognition system

cuda opencv python pytorch ultralytics yolov8

Last synced: 10 Feb 2025

https://github.com/adesoji1/youtubesummaryai

Python script for YouTube summary. The service should summarize an YouTube video by url. It should works for long video and for different languages.

cuda googleapi python3 speech-recognition transformers youtube-api-v3 youtube-dl

Last synced: 10 Feb 2025

https://github.com/materight/pyav-cuda

Extension of PyAV (ffmpeg bindings) with hardware decoding support. Compatible with PyTorch and Nvidia codecs.

cuda cuvid ffmpeg libav pytorch

Last synced: 13 Oct 2024

https://github.com/mcobzarenco/bitonic.cu

CUDA bitonic sort in rust

cuda parallel-computing rust sorting-algorithms

Last synced: 10 Feb 2025

https://github.com/jonastoth/cuda_raytracer

University project to implement a basic Raytracer in CUDA

cpp14 cuda raytracer

Last synced: 02 Feb 2025

https://github.com/macaycz/nn

A lightweight, GPU-accelerated machine learning library built with CUDA.

cuda deep-learning gpu machine-learning neural-network

Last synced: 13 Feb 2025

https://github.com/jeremywildsmith/shadowhash

Elixir distributed Shadow File password cracker with GPU accelerated cracking for md5crypt hashing algorithm.

cracking-hashes cuda distributed-systems elixir hashing nx security

Last synced: 13 Feb 2025

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

Arch linux docker image for app development

arch-linux arrayfire cuda docker-image forge opencl

Last synced: 09 Feb 2025

https://github.com/ronaldsg20/compu-paralela

Códigos de ejemplo para computación paralela y distribuida

cuda opencv openmp posix-threads

Last synced: 05 Jan 2025

https://github.com/smilu97/system-hyu

한양대 시스템 프로그래밍 과제 제출용 레포지터리

c cuda linux matrix

Last synced: 24 Jan 2025

https://github.com/sebftw/interp2gpu

GPU-accelerated 2D spline interpolation, à la interp2(..., "spline"), in MATLAB.

cuda gpu gpu-acceleration matlab spline spline-interpolation

Last synced: 14 Dec 2024

https://github.com/chibby0ne/cuda_by_example

Old notes (and new ones) of the Cuda by Example book

cuda cuda-programming gpgpu gpu-computing gpu-programming

Last synced: 31 Dec 2024

https://github.com/jackrekirby/raytracing-cuda

Raytracing using CUDA

cpp cuda raytracing raytracing-in-one-weekend

Last synced: 08 Feb 2025

https://github.com/llm-db/understanding-gpu-architecture-implications-on-llm-serving-workloads

Understanding GPU Architecture Implications on LLM Serving Workloads (Master Thesis, ETH Zürich, 2024)

cuda inference pytorch rocm transformer

Last synced: 14 Dec 2024

https://github.com/yuhui-zh15/parallelprogramming

cuda mpi openmp parallel pthreads

Last synced: 30 Dec 2024

https://github.com/zelosleone/audiobook-generator

A GPU-accelerated Python application that converts PDF and TXT documents into high-quality MP4 audio files using WhisperSpeech technology.

ai-audio audiobook cuda gpu-acceleration machine-learning pdf-converter python pytorch speech-synthesis text-processing text-to-speech

Last synced: 03 Feb 2025

https://github.com/brainlesslabs/jalebi

C++ String algorithms for maximum performance

c-plus-plus cplusplus cpp cpp-library cpu cuda library parallel performance simd sse string string-matching vectorization

Last synced: 26 Jan 2025

https://github.com/bjornmelin/cuda-core-projects

🎯 Essential CUDA programming patterns and optimizations. Showcasing parallel computing expertise through matrix operations, memory management, and advanced kernel implementations. 💻

cpp cuda cuda-kernels gpu-computing high-performance-computing nvidia optimization parallel-computing

Last synced: 24 Jan 2025

https://github.com/mrtejas/cv-sandbox

A collection of Computer Vision mini-projects tuned for a number of tasks, including face detection, object detection, image segmentation and CLIP. Trained on popular datasets and includes comparative study of the methods. Done as a part of S24 course : Computer Vision at IIIT Hyd

computer-vision cuda ml opencv pytorch yolo

Last synced: 05 Feb 2025

https://github.com/jpuigcerver/prob-phoc

Probabilistic relevance scores from PHOC embeddings

cuda keyword-spotting kws phoc pytorch

Last synced: 16 Jan 2025

https://github.com/r00tens/text-classifier

Naive Bayes classifier for text classification with CPU and GPU (CUDA)

classification classifier cpp cuda machine-learning naive-bayes

Last synced: 05 Feb 2025

https://github.com/h1me01/cuda-neural-network

CUDA version of my previous AVX-512 based Neural Network. (Still in development)

chess cuda cuda-programming neural-network neural-networks-from-scratch

Last synced: 05 Feb 2025

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

cuda mpi openmp

Last synced: 09 Jan 2025

https://github.com/sedflix/cuda_pattern_matching

Getting words frequency using the concepts of pattern matching in CUDA

cuda word-frequency

Last synced: 31 Dec 2024

https://github.com/lfrati/subpair

Fast pairwise cosine distance calculation and numba accelerated evolutionary matrix subset extraction 🍐🚀

cosine-distance cuda numba

Last synced: 16 Jan 2025

https://github.com/fatlipp/toyslam

SLAM implementation from scratch w/o external graph optimization libs

cuda gpu lidar-slam mapping odometry robotics slam

Last synced: 05 Feb 2025

https://github.com/usman619/pdc

Parallel and Distributed Computing

cuda distributed-computing distributed-systems nextcloud

Last synced: 13 Jan 2025

https://github.com/efecaliskannn/pneumonia-detection-with-cnn--vgg16--and-resnet50-deep-learning-models

In this project, pneumonia detection using deep learning, a subset of artificial intelligence, is aimed. The performance of deep learning algorithms, including CNN, VGG16, and ResNet50 models, in detecting pneumonia has been examined.(Bu projede yapay zekanın alt kümesi olan derin öğrenme ile zatürre tespiti amaçlanmaktadır.)

artificial-intelligence convolutional-neural-networks cuda deep-learning keras-tensorflow nvidia-cuda pyhton transfer-learning

Last synced: 05 Feb 2025

https://github.com/k-hengzhou/hphoto

一个基于AI的智能照片管理工具，支持人脸识别、相似人脸自动聚类和nsfw检测

cuda insightface nsfw nsfw-detection nudenet photos

Last synced: 09 Jan 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/timvgl/cuxrft

Performs FFT in xarrays using cuda

cuda cupy fft python xarray

Last synced: 09 Jan 2025

https://github.com/fedesky25/hpc-project-2024

Project for the 2024 course of HPC: generator of streamplot of complex-valued functions

complex-numbers cuda openmp

Last synced: 05 Feb 2025

https://github.com/neugence/acehub

AI Champions for Excellence: Fresh, informative courses and content designed to help developers, researchers, and leaders advance in the field of AI.

ai cuda cv ml mlops nlp pytorch rl rlhf tensorflow

Last synced: 13 Oct 2024

https://github.com/parxd/fasterdl

cuBLAS/CUDA tensor library with auto-diff support

cublas cuda cudnn deep-learning machine-learning

Last synced: 06 Jan 2025

https://github.com/codename-detective/cuda_gpgpus_shared_memory_systems_pdp

CUDA GPGPUs Shared Memory Systems Parallel & Distributed Programming

cuda cuda-programming numa parallel-programming

Last synced: 05 Feb 2025

https://github.com/edisonslightbulbs/viewer

Exploring real-time 3D point cloud rendering using Cuda and openGL

cuda cxx11 opengl pangolin submodule

Last synced: 14 Jan 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/imanghd/parallelprocessing

CE Algorithms Lab @ SUT

cuda openmp parallel-algorithm parallel-processing systolic

Last synced: 02 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/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/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/ionmich/cs149-local-dev

Provides `conda` installation instructions for Stanford's CS149 (Parallel Computing) programming assignments

conda cs149 cuda ispc parallel-computing

Last synced: 06 Feb 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/hrolive/fundamentals-of-accelerated-computing-with-cuda-python

Explore how to use Numba—the just-in-time, type-specializing Python function compiler—to create and launch CUDA kernels to accelerate Python programs on massively parallel NVIDIA GPUs.

accelerated-computing cuda cuda-programming jit numba nvidia python

Last synced: 06 Feb 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/kanchishimono/python-images

Ubuntu based Python container images, including CUDA images

container-image cuda docker dockerfile machine-learning python python3

Last synced: 26 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

https://github.com/neel-dandiwala/cuda-programs

Miscellaneous programs that grasp the concept of Parallel Computing

cuda gpu-programming parallel-programming

Last synced: 26 Dec 2024

https://github.com/mattjesc/federated-learning-simulation-1gpu-mi-is

Federated Learning Simulation on a Single GPU with Model Interpretability and Interactive Visualization

ai cuda deep-learning distributed-systems federated-learning gpu hpc keras machine-learning ml model-interpretability python pytorch simulation streamlit tensorflow

Last synced: 12 Oct 2024

https://github.com/islamshahil/live-video-analysis

Live Video Analysis using PyTorch

cuda deeplearning neural-network opencv-python python pytorch video-processing webcam

Last synced: 26 Jan 2025

https://github.com/cooliron2311/cumd5bf

CUDA based md5 password bruteforcer

cuda md5 python

Last synced: 05 Feb 2025

https://github.com/rdma-from-gpu/.github

Public code release for our paper "Toward GPU-centric Networking on Commodity Hardware"

cuda gpu linux network rdma research

Last synced: 05 Feb 2025

https://github.com/iglee/jax-cuda-eicl-exp-docker

Docker for getting jax to work with cuda, for reproducing ml experiments like eicl. Sure, let's NOT make a compatibility matrix and let people fight for their lives on cuda

cuda docker jax jaxline ml-engineering ml-experiments tensorflow

Last synced: 05 Feb 2025

https://github.com/fabulani/360ip-with-cuda

360° Image Processing with CUDA and OpenCV.

360-image 360-video cpp cuda image-processing opencv

Last synced: 08 Feb 2025

https://github.com/angchen0325/cuda-learn

Ang's CUDA-learn project

cuda gpu-computing

Last synced: 08 Jan 2025

https://github.com/alexkranias/triton_vs_cuda

Building Triton and CUDA kernels side-by-side to create a cuBLAS-performant GEMM kernel.

cuda cuda-kernels gpu gpu-programming parallel-programming python triton

Last synced: 05 Feb 2025

https://github.com/vwkyc/detectron2-api

Detectron2 server API

api cpu-inference-api cuda detectron2 flask gunicorn self-hosted

Last synced: 05 Feb 2025

https://github.com/nvaranki/cmmx

CUDA matrix multiplication (official guide, modified)

cuda cuda-kernels

Last synced: 10 Dec 2024

https://github.com/demetriantitus/machine-vision---yolov8

This project provides a comprehensive guide to object detection in cluttered environments using YOLOv8. It demonstrates how to identify and classify objects in both still images and video streams

computer-vision cuda dataset image-classification machine-learning nvidia-gpu object-detection surveillance traffic-monitoring video-analysis yolov8

Last synced: 05 Feb 2025

https://github.com/rkarahul/person-detector-faceverifier

Person-Detector-FaceVerifier is a sophisticated system for detecting and verifying faces in images. Ideal for applications like passport control and security, it combines advanced face detection with precise verification techniques.

bootstrap5 css3 cuda django html5 javascipt opencv-python os python pytorch yolov8

Last synced: 05 Feb 2025

https://github.com/dasbd72/nthu-ipc-2022

National Tsing Hua University - Introduction to Parallel Computing - 2022

cuda cuda-programming hpc mpi openmp pthreads

Last synced: 05 Feb 2025

https://github.com/phrutis/brainwords2

GPU brainflayer for sale $250

brain brainflayer brainwords cuda gpu key pass passphrase private

Last synced: 05 Feb 2025

https://github.com/daelsepara/hipnewton

GPU Implementation of Newton Fractal Generator with Benchmarking

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

Last synced: 05 Feb 2025

https://github.com/sbstndb/neural_k

A simple Neural Network library using Kokkos enabling CUDA or OpenMP backend

ai cuda kokkos library neural-network openmp

Last synced: 05 Feb 2025

https://github.com/sahil-rajwar-2004/pycu

PyCu

cpp cuda nvcc python3

Last synced: 10 Dec 2024

https://github.com/evstigneevnm/slurm_gpu_mpi_docker

This is a repository that contains a sample of how to make a Dockerfile and compile your program that uses MPI into slurm with enroot and pyxis from NVIDIA.

cuda docker enroot mpi nvidia pyxis slurm