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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: 2025-02-11 00:07:08 UTC
- JSON Representation
https://github.com/kishore-narendran/eecs221-highperformancecomputing
Assignments done during the graduate course EECS 221 - Introduction to HPC that I took in the Spring Quarter of 2016 at University of California, Irvine. Involves assignments that use OpenMP, MPI and CUDA.
Last synced: 05 Jan 2025
https://github.com/deftruth/hgemm-tensorcores-mma
⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA PTX and CuTe API. 🎉🎉
Last synced: 04 Dec 2024
https://github.com/yingding/applyllm
A python package for applying LLM with LangChain and Hugging Face on local CUDA/MPS host
accelerator batch cuda framework inference kubeflow langchain llm mps pipeline slurm transformers
Last synced: 22 Dec 2024
https://github.com/isazi/aoflagger
AOFlagger Radio Frequency Interference mitigation algorithm.
Last synced: 30 Jan 2025
https://github.com/peri044/cuda
GPU implementations of algorithms
cuda gauss-jordan parallel-programming
Last synced: 08 Feb 2025
https://github.com/dereklstinson/nccl
golang wrapper for nccl
cuda deep-learning go nccl parallel-computing
Last synced: 15 Jan 2025
https://github.com/teodutu/asc
Arhitectura Sistemelor de Calcul - UPB 2020
cache-optimization cuda parallel-programming profiling python-threading
Last synced: 30 Jan 2025
https://github.com/droduit/multiprocessor-architecture
Introduction to Multiprocessor Architecture @ EPFL
cuda multiprocessor multithreading openmp-parallelization
Last synced: 02 Jan 2025
https://github.com/mrglaster/cuda-acfcalc
Calculation of the smallest ACF for signals of length N using CUDA technology.
acf c calculations cpp cuda google-colaboratory google-colaboratory-notebooks isu
Last synced: 15 Jan 2025
https://github.com/trilliwon/cuda-examples
CUDA examples
cuda gpu-computing nvidia-cuda parallel parallel-computing parallel-programming
Last synced: 30 Jan 2025
https://github.com/stdogpkg/cukuramoto
A python/CUDA pkg which solves numerically the kuramoto model through the Heun's method
complex-networks cuda kuramoto-model
Last synced: 29 Jan 2025
https://github.com/aiday-mar/mpi-cuda-project
Using MPI and CUDA in order to accelerate the conjugate gradient algorithm execution in C++
c-plus-plus cuda gpu mpi university-project
Last synced: 05 Jan 2025
https://github.com/djenriquez/ewbf-cuda-miner
Run ewbf-miner for zcash
cuda docker mining nvidia nvidia-docker zcash zcl zclassic
Last synced: 01 Feb 2025
https://github.com/cppalliance/crypt
A C++20 module of cryptographic utilities for CPU and GPU
Last synced: 09 Jan 2025
https://github.com/arminms/p2rng
A modern header-only C++ library for parallel algorithmic (pseudo) random number generation supporting OpenMP, CUDA, ROCm and oneAPI
cpp cuda cxx header-only heterogeneous-computing library linux macos multiplatorm oneapi openmp parallel pcg-random prng pseudorandom-number-generator random-number-distributions random-number-generation rocm stl-algorithms windows
Last synced: 05 Nov 2024
https://github.com/frozenassassine/neuralnetwork-fromscratch
Neural Network from scratch in C# with CUDA support
ai classification csharp cuda gpu gpu-acceleration neural-network neural-networks nvidia
Last synced: 13 Nov 2024
https://github.com/xmas7/cudampi
A large hybrid CPU/GPU sorting network using CUDA and MPI. The sorting network uses a standard Quicksort for CPUs and a custom Bitonic Sort for GPUs. These two algorithms were the fastest in a number of prior benchmarks.
cpu cuda gpu hybrid mpi network
Last synced: 01 Feb 2025
https://github.com/lmlsna/install-scripts
Ubuntu install scripts
cuda do-release-upgrade eol nvidia tailscale ubuntu
Last synced: 25 Nov 2024
https://github.com/matthewfeickert/cuda-tf-torch
An Ubuntu 18.04 NVIDIA Docker image with CUDA 10.1 CuDNN 7 with TensorFlow and PyTorch
cuda cuda-101 cudnn cudnn-v7 docker docker-image gpu nvidia-docker nvidia-gpu pytorch tensorflow torch
Last synced: 01 Feb 2025
https://github.com/orlandopalmeira/trabalho-cp-2023-2024
Repositório do trabalho prático no âmbito da UC de Computação Paralela (CP) - Mestrado em Engenharia Informática (MEI/MIEI) - Universidade do Minho (UMinho)
computacao-paralela cp cuda cuda-programming mei miei nvidia nvidia-cuda openmp optimization optimization-problem parallelism performance uminho uminho-mei uminho-miei
Last synced: 25 Jan 2025
https://github.com/nachovizzo/saxpy_openacc_cpp
My way of thinking about OpenACC, C++, and Parallel computing in general
Last synced: 30 Jan 2025
https://github.com/shikha-code36/cuda-programming-beginner-guide
A beginner's guide to CUDA programming
cuda cuda-basic cuda-basics cuda-cpp cuda-demo cuda-kernel cuda-kernels cuda-library cuda-programming cuda-support cuda-toolkit
Last synced: 13 Jan 2025
https://github.com/cfries/javagpuexperiments
Repository used to demo OpenCL, JOCL, JCuda.
Last synced: 27 Dec 2024
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/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/pabvald/parallel-computing
Parallel computing practise with OpenMP, MPICH and CUDA
cuda mpich openmp parallel-computing
Last synced: 29 Jan 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/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/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/jonathanraiman/mini_cuda_rtc
Miniature CUDA Array library with Runtime Compilation
cpp11 cuda jit runtime-compilation
Last synced: 22 Jan 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/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/michaelfranzl/image_debian-gpgpu
Dockerfile for a Debian base image with AMD and Nvidia GPGPU support
amd container container-image cuda debian docker gpgpu nvidia opencl
Last synced: 21 Jan 2025
https://github.com/matteogianferrari/qr-decomposition
Tthis project implements different methods to exploit caches usage, the multicore CPU and the GPU architectures, on the Gram-Schmidt QR Decomposition algorithm and measure the performance of the different implementations.
cuda openmp parallel-computing
Last synced: 10 Feb 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/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/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/galaxies99/inception-cuda
CUDA Implementation of Inception
Last synced: 07 Nov 2024
https://github.com/liberxue/parallel_computing
CUDA Algorithm && Hacker's Delight
algorithms cuda cuda-kernels cuda-programming hacker-s-delight nvidia
Last synced: 31 Dec 2024
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/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/tensorbfs/cutropicalgemm.jl
The fastest Tropical number matrix multiplication on GPU
Last synced: 20 Dec 2024
https://github.com/brosnanyuen/raybnn_sparse
Sparse Matrix Library for GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI
arrayfire cpu cuda gpu gpu-computing opencl parallel parallel-computing parallel-programming raybnn rust sparse sparse-coding sparse-matrix sparse-neural-networks
Last synced: 13 Nov 2024
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/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/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/dansolombrino/gphungarian
A GPU-accelerated implementation of the Hungarian Algorithm, written in CUDA
Last synced: 07 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/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/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/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/pkestene/mandelbrot_kokkos
cuda gpu gpu-computing kokkos mandelbrot openmp performance-portability
Last synced: 10 Feb 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/dolongbien/cuda
CUDA and Caffe/Caffe2 installation Ubuntu 16.04
c3d-intel-caffe caffe caffe2 cuda cudnn deep-learning ubuntu
Last synced: 21 Jan 2025
https://github.com/maelstrom6/mandelpy
A Mandelbrot and Buddhabrot viewer with GPU acceleration
buddhabrot cuda gpu mandelbrot python3
Last synced: 05 Feb 2025
https://github.com/alpha74/hungarianalgocuda
Hungarian Algorithm for Linear Assignment Problem implemented using CUDA.
cuda nvcc parallel-computing parallel-programming
Last synced: 16 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/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/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/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/komorra/blackmagicengine
Nextgen, Classic/VR/AR Game Engine
core cuda dx12 game-development gameengine gpu net nvidia vulcan
Last synced: 31 Dec 2024
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/m-torhan/cuda-stl-renderer
CUDA C++ implementation of STL file renderer using ray tracing method
Last synced: 31 Dec 2024
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/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/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/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/pharmcat/metidacu.jl
CUDA solver for Metida.jl
cuda julia-language metida mixed-models
Last synced: 09 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/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/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/piyush26c/cuda-programming
c cuda ipynb-jupyter-notebook mathematics sppu-computer-engineering
Last synced: 12 Jan 2025
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/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/sleeepyjack/multisplit
Simple multisplit for CUDA accelerators
cpp cuda gpu nvidia parallel-programming primitive split
Last synced: 22 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/thomasonzhou/minitorch
rebuilding pytorch: from autograd to convolutions in CUDA
Last synced: 30 Dec 2024
https://github.com/whutao/artificial-art
Image approximation with triangles using evolutionary algorithm.
cuda evolutionary-algorithm python3
Last synced: 16 Jan 2025
https://github.com/matx64/rs-netbot
Old School Runescape (MMORPG) Bot created using a Convolutional Neural Network for object identification
Last synced: 09 Feb 2025
https://github.com/mortafix/quickshift
A working implementation of Quickshift algorithm in CUDA, GPU-compatible.
Last synced: 13 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/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/quantum-integrated-technologies/deepforge
DeepForge : framework for working with machine learning.
ai artificial-intelligence cuda library machine-learning ml neural-network
Last synced: 10 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/sohhamseal/scalable-systems-programs
A little less effort to learn parallel programming...
Last synced: 13 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