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CUDA
![](https://explore-feed.github.com/topics/cuda/cuda.png)
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: 2025-02-07 00:07:09 UTC
- JSON Representation
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/kilamper/matrix-multiplication
AC - Matrix multiplication using OpenMP, MPI and CUDA
Last synced: 26 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/dafadey/GPGPU_OpenCL_vs_CUDA
This is a repository with sample codes for testing memory bandwidth, arithmetic latency hiding and shared/local memory performance on AMD and nVidia devices
cuda gpgpu gpgpu-computing opencl
Last synced: 19 Nov 2024
https://github.com/sunsided/rust-arrayfire-experiments
Toying around with ArrayFire in Rust
arrayfire conways-game-of-life cuda gpgpu gpu-acceleration gpu-computing opencl rust
Last synced: 20 Dec 2024
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/dvhh/masscorrelation
An exercise in writing an efficient correlation calculator
calculations correlation-calculation cuda matrix multi-threading openmp
Last synced: 25 Jan 2025
https://github.com/sohhamseal/scalable-systems-programs
A little less effort to learn parallel programming...
Last synced: 13 Jan 2025
https://github.com/david-palma/cuda-programming
Educational CUDA C/C++ programming repository with commented examples on GPU parallel computing, matrix operations, and performance profiling. Requires a CUDA-enabled NVIDIA GPU.
c-cpp cpp cuda cuda-toolkit education gpu gpu-programming kernel matrix-operations nvcc nvidia parallel-computing parallel-programming practice profiling threads
Last synced: 31 Jan 2025
https://github.com/pvdberg1998/cufft_rust
A safe Rust wrapper around a subset of cuFFT.
Last synced: 12 Dec 2024
https://github.com/miniex/maidenx
Rust-based CUDA library designed for learning purposes and building my AI engines named Maiden Engine
Last synced: 28 Oct 2024
https://github.com/brosnanyuen/raybnn_dataloader
Data Loader for RayBNN
arrayfire cpu csv csv-parser cuda data-structures gpu-computing oneapi opencl parallel parallel-computing rust
Last synced: 13 Jan 2025
https://github.com/l4nos/php-cuda
An extesnion for PHP allowing it to access GPU operations on CUDA graphics cards (NVIDIA)
cuda cuda-kernels cuda-php php php-dll php-ext php-extension
Last synced: 18 Dec 2024
https://github.com/matx64/rs-netbot
Old School Runescape (MMORPG) Bot created using a Convolutional Neural Network for object identification
Last synced: 17 Dec 2024
https://github.com/abdulfatir/subkmeans
Numpy and pyCUDA implementation of subKmeans
clustering cuda kdd kmeans numpy pycuda python subspace-clustering
Last synced: 16 Dec 2024
https://github.com/microo8/micronn
Simple neural network library with backpropagation using CUDA
Last synced: 26 Jan 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/weiyu0824/flash-attention-lite
Basic Flash attention Implmentation
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/hatamiarash7/cuda-python
GPU programming using CUDA & Python
cuda gpu gpu-computing gpu-programming python
Last synced: 03 Feb 2025
https://github.com/malolm/jupyter-ml-with-gpu-support
Jupyter with GPU acceleration for Windows 10/11
cuda cudnn jupternotebook jupyter jupyterlab nvidia-gpu windows-10 windows-11
Last synced: 06 Feb 2025
https://github.com/jessetg/cuda-practice
Working through the chapters of Cuda by Example
c cpp cuda cuda-by-example gpgpu
Last synced: 14 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/mre/talks
...mostly Computer Science related.
computer-science cuda talks tech-talks
Last synced: 06 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/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/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/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/nolmoonen/cuda-sdf
CUDA-accelerated path traced Menger sponge using ray marching.
cuda menger path-tracer ray-marching sdf
Last synced: 05 Feb 2025
https://github.com/pjueon/cuda_intellisense
A simple python script to fix cuda C++ intellisense for visual studio.
Last synced: 23 Oct 2024
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/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/nellogan/makefileexamples
Makefile examples of how to automate testing and building of applications/systems that use multiple: languages, compilers, and testing tools.
automated-testing c cuda makefile python valgrind
Last synced: 21 Jan 2025
https://github.com/garciparedes/cuda-examples
Cuda examples who I develop to learn HPC based on GPU
c c-plus-plus cuda examples gpgpu gpu hpc
Last synced: 16 Jan 2025
https://github.com/gogolb/ee147
Intro to GPU Computing
c cuda cuda-kernels cuda-toolkit gpu-computing gpu-programming university-course
Last synced: 29 Jan 2025
https://github.com/mortafix/quickshift
A working implementation of Quickshift algorithm in CUDA, GPU-compatible.
Last synced: 13 Jan 2025
https://github.com/dansolombrino/gphungarian
A GPU-accelerated implementation of the Hungarian Algorithm, written in CUDA
Last synced: 07 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/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/fynv/cudainline
A CUDA interface for Python. A distillation of the engine part of ThrustRTC.
Last synced: 05 Feb 2025
https://github.com/sbstndb/grayscott_k
A simple 3D GrayScott simulation using Kokkos enabling CUDA or OpenMP backend
cuda finite-difference grayscott grid kokkos laplacian openmp simulation visualisation
Last synced: 05 Feb 2025
https://github.com/pabvald/parallel-computing
Parallel computing practise with OpenMP, MPICH and CUDA
cuda mpich openmp parallel-computing
Last synced: 29 Jan 2025
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
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.
Last synced: 01 Feb 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/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/antonioberna/nn-gpu-logic-gates
Neural Network implementation on GPU using CUDA C++ to learn logic gates operations
cpp cuda gpu logic-gates neural-networks nvidia
Last synced: 05 Feb 2025
https://github.com/5had3z/torch-discounted-cumsum-nd
PyTorch Discounted Cumsum with Autograd (CPU + CUDA)
Last synced: 05 Feb 2025
https://github.com/galaxies99/inception-cuda
CUDA Implementation of Inception
Last synced: 07 Nov 2024
https://github.com/orgh0/highperformancecnn
Implementation of a High Performance CNN for MNIST dataset
Last synced: 22 Jan 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/wallneradam/docker-ccminer
CCMiner (tpruvot version) Docker Builder
ccminer cuda docker gpu litecoin miner monero nvidia nvidia-docker
Last synced: 01 Feb 2025
https://github.com/piyush26c/cuda-programming
c cuda ipynb-jupyter-notebook mathematics sppu-computer-engineering
Last synced: 12 Jan 2025
https://github.com/meirbek-dev/face-mask_detector
Обнаружие маски на лице в реальном времени
artificial-intelligence covid-19 cuda cudnn deep-learning face-mask graduation-project jupyter-notebook keras machine-learning mask-detection mobilnet-v2 object-detection object-recognition object-tracking opencv4-python python real-time supervised-learning tensorflow2-gpu
Last synced: 11 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/gordonkoerner1/gordo_cuda
Library of Cython Wrappers for the NVIDIA API
cuda python sparse-linear-algebra sparse-linear-solver sparse-linear-systems
Last synced: 05 Feb 2025
https://github.com/mayukhdeb/patrick
Tiny neural net library written from scratch with cupy :warning: under construction :warning:
cuda deep-learning gpu-computing machine-learning neural-network regression
Last synced: 20 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/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/nexusgpu/tensor-fusion-site
TensorFusion landing page and product docs
ai cuda gpu gpu-acceleration gpu-management gpu-monitoring gpu-pooling gpu-sharing gpu-usage gpu-virtualization nvidia nvidia-cuda pytorch rcuda tensorflow
Last synced: 26 Jan 2025
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/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/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/wojcikmikolaj/particles-in-a-jar
Collisions between particles simulated on GPU.
algorithms-and-data-structures collision-detection collisions cuda gpu-programming
Last synced: 19 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/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/daniilvorontsov/fourier-option-pricing
MSc thesis project concerned with option pricing for Levy Jump models. Package includes pricing implementations for European Call and Put options for Carr-Madan, COS and Fourier Time Stepping.
carr-madan cuda fourier-transform monte-carlo option-pricing
Last synced: 14 Jan 2025
https://github.com/bjornmelin/pytorch-evolution
⚡ Comprehensive PyTorch implementations with custom CUDA extensions. From fundamental neural networks to distributed training systems. Features memory-efficient model training and advanced GPU optimizations. 🔥
cuda deep-learning gpu-computing machine-learning neural-networks parallel-computing python pytorch
Last synced: 24 Jan 2025
https://github.com/bjornmelin/llm-gpu-optimization
🚄 Advanced LLM optimization techniques using CUDA. Features efficient attention mechanisms, custom CUDA kernels for transformers, and memory-efficient training strategies. ⚡
cuda deep-learning gpu-acceleration llm-optimization machine-learning memory-optimization parallel-computing transformers
Last synced: 24 Jan 2025
https://github.com/viktor-akusoff/chernabogpy
ChernabogPy is a Python package for visualizing gravitational distortions caused by black holes using nonlinear ray tracing.
cuda gpu physics-simulation python3 relativity-of-space-and-time torch
Last synced: 12 Jan 2025
https://github.com/jonyandunh/avatargeneratorgan
It's a simple Generative Adversarial Network about generating avatars.
avatar-generator cuda gan pytorch
Last synced: 14 Jan 2025
https://github.com/ypatel2022/gpu-accelerated-game-of-life
Accelerating Game of Life Compute with CUDA.
Last synced: 28 Dec 2024
https://github.com/abdelrahman-amen/active_learning_in_nlp
I applied active learning to the IMDB dataset for sentiment analysis. Starting with a small labeled subset, I trained a model and used uncertainty sampling to select and label challenging reviews. This iterative process improved performance while reducing labeling effort.
activelearning cuda entropy imdb-dataset margin nlp python sklearnex torch uncertainty
Last synced: 24 Jan 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/obitech/tuc-ki-gpu-docker
cuda docker machine-learning nvidia-docker nvidia-gpu tensorflow tuc
Last synced: 30 Dec 2024
https://github.com/strigidie/cudar
The custom graphics pipeline based on NVIDIA CUDA ⚙️
Last synced: 27 Jan 2025
https://github.com/emilienmendes/gpgpu
Parallélisation et optimisation de reconnaissance de point dans une image
cuda gpgpu parallel-programming
Last synced: 27 Jan 2025
https://github.com/rurumimic/candle
huggingface candle
cuda gpu huggingface nvidia transformer
Last synced: 27 Jan 2025
https://github.com/karusb/2dca-cuda
2 Dimensional Cellular Automata Visualisation (Game of Life)
algorithm-flowchart cellular-automata cuda game game-of-life glut visual-studio
Last synced: 08 Jan 2025
https://github.com/rushirg/cuda-matrix-multiplication
Matrix Multiplication on GPGPU in CUDA
cpu cuda gpu parallel-processing
Last synced: 21 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/shreya888/learning-cuda-with-cpp-and-pytorch
My notes, code, & insights will be recorded here while learning CUDA with C++ and PyTorch
Last synced: 30 Dec 2024
https://github.com/jmuwrobotics/libbicos
GPU-Accelerated Binary Correspondence Search for Multishot Stereo Vision
computer-vision cuda depth-map stereo-camera stereo-matching stereo-vision
Last synced: 30 Dec 2024