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CUDA
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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: 2025-02-20 00:06:50 UTC
- JSON Representation
https://github.com/m-torhan/advent-of-code
🎄 Solutions for the Advent of Code
advent-of-code advent-of-code-2024 cuda
Last synced: 13 Feb 2025
https://github.com/srivanijayanthi/pytorch-onnx-tensorrt-conversion
This repository provides a step-by-step guide to converting a PyTorch model to the ONNX format and subsequently to TensorRT for optimized inference.
Last synced: 24 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/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/atelierarith/julia_gpu_playground
For those who want use Julia with GPU
cuda docker docker-compose julia
Last synced: 06 Feb 2025
https://github.com/sephiroth7712/k-nearest-neigbours
Implementation of K-Nearest Neighbors algorithm using multiple parallel computing approaches: CUDA (GPU), Hadoop, Spark, MPI, OpenMP, and PThreads. Demonstrates scalable machine learning across different parallel computing paradigms from GPU to distributed frameworks.
cuda cuda-programming hadoop-mapreduce java mpi multiprocessing multithreading openmp pthreads scala spark
Last synced: 06 Feb 2025
https://github.com/nourmorsy/convolution-neural-network-cuda
Code for optimization to CNN using CUDA
Last synced: 13 Jan 2025
https://github.com/miferreiro/cdap-cuda
CUDA exercises for the subject of "Computación Distribuída e de Altas Prestacións" in the Master Degree of Computer Engineering of the University of Vigo in 2020
Last synced: 18 Feb 2025
https://github.com/belrbez/ship-graphic-qt-qml-cuda-c
Client-Server application for Rocket driving in QML graphics
c client-server cpp cuda qml qt5 rocket
Last synced: 06 Feb 2025
https://github.com/roryclear/cuda-ml
simple cuda optimized mnist classifier
colab-notebook cuda mnist-classification pycuda
Last synced: 21 Jan 2025
https://github.com/prateekshukla1108/thunderkittens-docs
Documentation for ThunderKittens framework
Last synced: 24 Jan 2025
https://github.com/shineiarakawa/cuda-cmake-minimal-template
A minimal CUDA C++ project template with CMake
cmake cuda dear-imgui opengl project-template stb-image
Last synced: 21 Jan 2025
https://github.com/parxd/ml-cuda-kernels
various CUDA kernels optimized for specific ML algos
Last synced: 30 Dec 2024
https://github.com/sid911/neuralnetworkcpp
A small experiment to learn about neural networks and their runtimes in cpp
cpp cuda machine-learning neural-network
Last synced: 14 Jan 2025
https://github.com/sid911/scions_old
A small, fast and easy to use Machine Learning framework for edge
cpp cuda library machine-learning
Last synced: 14 Jan 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/pipecruz/cuda-flocking-sim
CPU and GPU (CUDA) implementations of naive/optimized flocking algorithms
Last synced: 19 Feb 2025
https://github.com/neuro-mechatronics-interfaces/python_intan
Tools and demos for working with EMG data from intan using python
circuitpython cuda emg pico python realtime tensorflow
Last synced: 19 Feb 2025
https://github.com/teambipartite/csc485b-202409-a4
High throughput data-parallel GEMM implementations in Cuda using Cuda cores and Tensor cores
Last synced: 19 Feb 2025
https://github.com/shambac/shamboflow
Fierce tensorflow competitor
cuda cupy machine-learning numpy pypi-package
Last synced: 02 Nov 2024
https://github.com/tianzonglin/cloud-control-gui
A tool to compute, visualize, analyse and drag points (high-dimensional data)
cuda interaction-design visualization
Last synced: 20 Feb 2025
https://github.com/h1me01/cuda_neural_network
Cuda version of my previous AVX-512 based neural network.
chess cuda cuda-programming neural-network
Last synced: 07 Jan 2025
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/starlitdreams/pacman-convolutional-q-learning
This project implements a Deep Q-Network (DQN) using PyTorch to train an agent to play Atari's Ms. Pac-Man. It utilizes reinforcement learning with a convolutional neural network (CNN) for image processing. Features include experience replay, frame preprocessing, and CUDA support, with trained model saving and video rendering of gameplay.
artificial-intelligence artificial-neural-networks atari cuda deep-learning deep-learning-algorithms deep-q-learning deeplearning gymnasium gymnasium-environment python pytorch
Last synced: 07 Feb 2025
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/brendanm12345/simple_renderer_cs149
Simple CUDA renderer implementation. 19th most efficient out of 150+ submissions
Last synced: 07 Jan 2025
https://github.com/ahmed5827/image_generation
This application provides a graphical user interface (GUI) for generating images using the Stable Diffusion model. The GUI allows users to input a text prompt, and the application generates an image based on the prompt.
ai cuda generative-ai image-generation
Last synced: 07 Jan 2025
https://github.com/sarodyatawatta/flagpol
Energy and polarization based interference mitigation
cuda energy mixed-precision polarization radio-frequency-interference radio-interferometry reinforcement-learning statistical-inference
Last synced: 07 Jan 2025
https://github.com/sedflix/cuda_pattern_matching
Getting words frequency using the concepts of pattern matching in CUDA
Last synced: 31 Dec 2024
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/dlr-amr/t8gpu
Header-only finite volume library targetting GPUs using t8code as meshing backend.
adaptive-mesh-refinement cuda finite-volume gpgpu-computing hpc mesh mpi parallel-computing simulation
Last synced: 06 Feb 2025
https://github.com/kenwuqianghao/c4ai-cuda-birds
Homework assignments for C4AI Beginners in Research-Driven Studies
Last synced: 18 Feb 2025
https://github.com/danieljvickers/fluid_simulation
An educational example for learning the Navier-Stoke equations. Also included is a C++ and CUDA shared object library, buildable with CMake, for use in your personal projects.
cpp cuda differential-equations navier-stokes numpy physics python simulation
Last synced: 20 Feb 2025
https://github.com/scar17off/ai-2048
A Python implementation of 2048 with a self-learning AI agent powered by TensorFlow. Features reinforcement learning, GPU acceleration, and real-time gameplay visualization.
2048 2048-ai 2048-game artificial-intelligence cuda deep-learning game-ai gpu-computing machine-learning neural-networks pygame python reinforcement-learning self-learning tensorflow
Last synced: 20 Feb 2025
https://github.com/shreya888/learning-cuda-with-cpp-and-pytorch
My notes, code, & insights will be recorded here while learning CUDA with C++ and PyTorch
Last synced: 20 Feb 2025
https://github.com/vectorworksreal/ooba-text-docker
ooba text gen webui docker image.
artificial-intelligence containerization cuda docker docker-image large-language-model llm machine-learning python python3 text-generation text-generation-webui ubuntu webui
Last synced: 10 Feb 2025
https://github.com/emanuelemessina/cuda-benchmark
Evaluate matrix calculations time between CPU and GPU (CUDA)
benchmark cuda matrix-calculations
Last synced: 10 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/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/uefi-code/bachelorgraduationdesign
I developed a PyTorch_For_PoorGuys framework and Let it train LLM on NVIDIA GeForce 2080Ti GPU as my Bachelor's Graduation Design Project
chatbot cuda gpu hacking large-language-models pytorch
Last synced: 18 Feb 2025
https://github.com/obitech/tuc-ki-gpu-docker
cuda docker machine-learning nvidia-docker nvidia-gpu tensorflow tuc
Last synced: 20 Feb 2025
https://github.com/uwuwuwu363/tts-local
🎤 Natural TTS App: A Python-based text-to-speech GUI with multi-language support, playback controls, and audio export. Built with Tkinter, gTTS, and Pygame. 🚀
chatbot cuda deep-learning multilingual ollama pinokio raspberry-pi speech-recognition speech-to-text text-to-speech tts voice voices wav
Last synced: 10 Feb 2025
https://github.com/aeyage/intraday_prices
GPU-accelerated portfolio optimisation
Last synced: 10 Feb 2025
https://github.com/marcellodesales/nvidea-cuda-ubuntu-docker
NVidea CUDA base image on Ubuntu Linux, used to run Machine Learning
ai cuda docker docker-compose machine-learning ml nvidia-docker ubuntu
Last synced: 03 Feb 2025
https://github.com/maxenceleguery/3d-render-engine
3D Render engine accelerated with CUDA
Last synced: 18 Feb 2025
https://github.com/juntyr/necsim-rust-docs
Documentation of the spatially explicit biodiversity simulation necsim-rust
biodiversity cuda docs mpi necsim rust simulation
Last synced: 03 Feb 2025
https://github.com/jaidevd/ipec-fdp
cuda hpc keras mapreduce numba spark tensorflow
Last synced: 01 Feb 2025
https://github.com/ivanbgd/cuda_quad_c
Calculates a definite integral by using three different rules. Compares sequential to parallel implementations.
cuda integrals parallel-implementations
Last synced: 03 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)
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/thanduriel/cuda_hip_comparison
performance study of atomics on GPUs
Last synced: 05 Feb 2025
https://github.com/apostolis1/parallel-processing-systems
Project of the undergrad course "Parallel Processing Systems" - NTUA
benchmark c cuda mpi openmp parallel-computing
Last synced: 05 Feb 2025
https://github.com/anne-andresen/autoencoder_3d_c_cuda
3D Autoencoder training in raw C/CUDA
Last synced: 05 Feb 2025
https://github.com/awikramanayake/optimized-matrix-mult
Optimizing matrix multiplication using parallelism and SIMD (AVX2, CUDA)
avx2 cuda matrix-multiplication
Last synced: 21 Jan 2025
https://github.com/airvzxf/c-plus-plus-understanding-cuda
Understanding CUDA with C++
cuda hacktoberfest hacktoberfest-accepted
Last synced: 27 Jan 2025
https://github.com/juntyr/necsim-rust-analysis
Analysis of the spatially explicit biodiversity simulation `necsim-rust`
analysis biodiversity cuda mpi necsim rust simulation
Last synced: 25 Jan 2025
https://github.com/timxor/c_code
Some of my C code
c cuda m4 parallel-programming
Last synced: 17 Feb 2025
https://github.com/moshidev/acap
Prácticas de la asignatura Arquitectura y Computación de Altas Prestaciones
cuda homework-assignments mpi pthreads
Last synced: 05 Feb 2025
https://github.com/nwpu66/cookiekiss-engine
CookieKiss Engine include a render and other small tech related to compute graphic.
compute-graphics cpp cuda opengl vulkan
Last synced: 14 Feb 2025
https://github.com/cerit-sc/scipion-docker
Scipion (Cryo em image processing framework (https://scipion.i2pc.es/)) adapted to run in Kubernetes.
cryo-em cryoem cuda desktop kubernetes scipion vnc
Last synced: 06 Dec 2024
https://github.com/tfogal/gemm-db
For creating a cacheable GEMM cost model.
Last synced: 21 Jan 2025
https://github.com/psteinb/gtc2017
Slides for my presentation at GTC 2017 from May 8-11 in Silicon Valley
compression cuda ffmpeg gpu gpu-computing h264 h265 microscopes spim
Last synced: 06 Jan 2025
https://github.com/senli1073/docker-gpu-monitor
A lightweight GPU monitor designed for real-time web-based viewing of GPU server status.
container cuda docker flask gpu gpu-monitoring linux memory-usage nvidia-smi web
Last synced: 06 Feb 2025
https://github.com/pvgupta24/parallel-programming
Basic algorithms for parallel programming in CUDA C++, Java and OpenMP
cuda openmp parallel-programming
Last synced: 06 Jan 2025
https://github.com/alan-cooney/python-cuda-starter-template
Python CUDA Starter Template
Last synced: 06 Feb 2025
https://github.com/deepschneider/tinygrad-universal
Universal version of Tinygrad with CUDA and OpenCL support
autograd automatic-differentiation cuda pycuda pyopencl tinygrad tinygrad-cuda
Last synced: 16 Jan 2025
https://github.com/neel-dandiwala/npp_cudaatscale_project
For the enterprise course project, I have created a model that executes the histogram equalisation procedure on the given input image file.
Last synced: 17 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: 17 Feb 2025
https://github.com/shineiarakawa/particle-stabilizer
A C++ and CUDA-based program for simulating the motion of particles.
Last synced: 13 Jan 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/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/malolm/football-player-detection-with-yolov8
Football player detection YOLOv8 fine-tuning
cuda jupyterlab python3 yolov8-detection
Last synced: 06 Feb 2025
https://github.com/daviddavo/19gpu
Short exercises for GPU at Complutense University of Madrid. Mirror from GitLab
accelerator cuda gpu-programming
Last synced: 23 Jan 2025
https://github.com/blazekill/hello-cuda
Cpp + Vcpkg + CUDA + VsCode starter project.
Last synced: 01 Jan 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/tier4/autoware_nova_carter
Integration of NVIDIA Nova Carter with Autoware
amr autonomous-driving autoware cuda nvidia nvidia-jetson ros2
Last synced: 17 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/mcobzarenco/bitonic.cu
CUDA bitonic sort in rust
cuda parallel-computing rust sorting-algorithms
Last synced: 10 Feb 2025
https://github.com/muhamadajiw/parallel-matrix-inversion
A parallel program for matrix inversion using MPI, OpenMP, and CUDA
Last synced: 17 Jan 2025
https://github.com/jonastoth/cuda_raytracer
University project to implement a basic Raytracer in CUDA
Last synced: 02 Feb 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