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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/ashwanirathee/imagesgpu.jl
Image Processing on GPU in Julia
cuda gpu image image-processing julia
Last synced: 08 Jan 2025
https://github.com/uefi-code/msra_thepracticespaceproject_pytorchcuda
My repo to attend MSRA the Practice Space Project 2022, CUDA Implement and Optimize
Last synced: 18 Feb 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/tensorbfs/cutropicalgemm.jl
The fastest Tropical number matrix multiplication on GPU
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/luis-kr/depthmap
Depth map estimation tool using Depth-Anything-V2. Generate accurate depth maps from images with support for both relative and metric depth measurements.
cuda depth-anything depth-estimation depth-map image-processing python pytorch
Last synced: 14 Jan 2025
https://github.com/kobinarth-panchalingam/parallel-and-concurrent-programming
Semester - 7 | CS4533 - Parallel and Concurrent Programming | Labs
c concurrent-programming cuda java openmp pthreads
Last synced: 08 Jan 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/jpodivin/gputomata
Cellular automata running on CUDA capable GPUs
cellular-automata cellular-automaton cuda
Last synced: 18 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/drilonaliu/parallel-permuation-cipher-attack
attack cryptography cuda gpu parallel-computing
Last synced: 26 Jan 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/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/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/drilonaliu/bachelor-thesis
Parallel Programming Fractals
cuda fractals gpu parallel-programming
Last synced: 26 Jan 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/roryclear/cuda-ml
simple cuda optimized mnist classifier
colab-notebook cuda mnist-classification pycuda
Last synced: 21 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/prateekshukla1108/thunderkittens-docs
Documentation for ThunderKittens framework
Last synced: 24 Jan 2025
https://github.com/alan-cooney/python-cuda-starter-template
Python CUDA Starter Template
Last synced: 06 Feb 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/drilonaliu/parallel-mandelbrot-set
GPU-accelerated Mandelbrot Set generation with CUDA and OpenGL interoperability.
cuda fractals gpu mandelbrot-fractal parallel-programming
Last synced: 26 Jan 2025
https://github.com/shambac/shamboflow
Fierce tensorflow competitor
cuda cupy machine-learning numpy pypi-package
Last synced: 02 Nov 2024
https://github.com/donaurelio/ansible-playbooks
A Bunch of ansible-playbooks that automate computer infraestruture provisioning
ansible-playbooks cuda docker gromacs openmpi
Last synced: 16 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/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/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/brendanm12345/simple_renderer_cs149
Simple CUDA renderer implementation. 19th most efficient out of 150+ submissions
Last synced: 07 Jan 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/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/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/saadarazzaq/cuda-device-info
Check if Cuda is correctly configured in your windows 🖥️
Last synced: 23 Jan 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/m-torhan/cuda-fractals
CUDA C++ implementation of Fractals visualization
Last synced: 20 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/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/stevenchang5/canny_edge
Implementation of canny edge detection, with option to use cuda to improve performance
Last synced: 20 Feb 2025
https://github.com/anselm67/cuda_mnist
A CUDA implementation of MNIST - for CUDA beginners.
cuda gpu gpu-computing gpu-programming mnist mnist-classification
Last synced: 20 Feb 2025
https://github.com/hrshl212/custom-cuda-kernels-with-neural-network-implementation
The repository contains custom CUDA kernels for linear layer, softmax and relu which are integrated with python to develop a Neural Network
cuda neural-network python pytorch
Last synced: 20 Feb 2025
https://github.com/aarid/cuda_operations
This project compares performance between CPU and GPU with CUDA operations. Two simples cases are used: matrix multiplication and 2d convolution.
conv2d cuda cuda-programming gpu gpu-computing matrix-multiplication
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/jakubfr4czek/concurrent-gauss-elimination
Concurrent gaussian elimination algorithm implemented using traces theory. Parallelism has been achieved employing CUDA cores.
agh agh-ust agh-wi conda cuda cuda-kernels cuda-toolkit diekert-graph graphviz java python python3 traces-theory
Last synced: 20 Feb 2025
https://github.com/elprofesoriqo/ml-optimizer
Python library designed to revolutionize machine learning workflows by automating data preprocessing, tensor optimization, and model selection.
api-rest cuda imagesearch machine-learning machine-learning-algorithms numpy-arrays python pytorch tensor
Last synced: 20 Feb 2025
https://github.com/denyskryvytskyi/capgemini-cuda
CUDA implementation of vector additon, matrix multiplication, reduction and sorting
bitonic-sort cpp cuda cuda-kernels gpgpu matrix matrix-multiplication matrix-multiplication-parallel matrix-transpose nvidia nvidia-cuda nvidia-gpu reduction-dimension sort sorting-algorithms-implemented vector vector-addition vectorization
Last synced: 10 Feb 2025
https://github.com/drilonaliu/parallel-image-scaling
cuda gpu image-processing scaling-algorithms
Last synced: 26 Jan 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/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/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/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/mxm-tr/docker-darknet-opencv
Accelerated objects detection on streams and files, using a Docker darknet YOLO container
cuda docker docker-compose object-recognition opencv-python python3 yolo
Last synced: 17 Jan 2025
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/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/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/drilonaliu/parallel-caesar-cipher
caesar-cipher cryptography cuda gpu parallel-programming
Last synced: 26 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/drilonaliu/parallel-sierpinski-triangle
GPU-accelerated Sierpinski Triangle generation with CUDA and OpenGL interoperability.
cuda fractals gpu parallel-programming sierpinski-triangle
Last synced: 26 Jan 2025
https://github.com/bdwhst/fluora
A CUDA PBR path tracer
cpp cuda pathtracing pbr rendering
Last synced: 12 Feb 2025
https://github.com/cs550-epfl/report
EPFL CS-550 project report
cuda formal-verification gpu memory-consistency ptx simt
Last synced: 10 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/dbklim/optimized_tensorflow_wheels
Optimized versions TensorFlow and TensorFlow-GPU for specific CPUs and GPUs (for both old and new).
cuda nvidia-cuda nvidia-gpu tensorflow tensorflow-community-wheels tensorflow-gpu tensorflow-packages tensorflow-whells wheels
Last synced: 10 Jan 2025
https://github.com/ojeda-e/fokker-planck
Numerical solution of the Fokker-Planck equation in large times using CUDA/C.
Last synced: 17 Feb 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