Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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: 2025-02-13 00:07:16 UTC
- JSON Representation
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/poodarchu/vision-lab
Computer Vision Experiments in all.
computer-vision cuda object-detection
Last synced: 28 Jan 2025
https://github.com/aliyoussef97/triton-hub
A container of various PyTorch neural network modules written in Triton.
cuda deep-learning openai pytorch triton triton-lang
Last synced: 05 Feb 2025
https://github.com/abhinavsharma07/streamlit
Stable Diffusion
clip cuda denoising diffusers generative-models latent-diffusion latent-space lms-scheduler unet
Last synced: 05 Feb 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/5had3z/torch-discounted-cumsum-nd
PyTorch Discounted Cumsum with Autograd (CPU + CUDA)
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/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/fynv/cudainline
A CUDA interface for Python. A distillation of the engine part of ThrustRTC.
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/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/pabvald/parallel-computing
Parallel computing practise with OpenMP, MPICH and CUDA
cuda mpich openmp parallel-computing
Last synced: 29 Jan 2025
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/maelstrom6/mandelpy
A Mandelbrot and Buddhabrot viewer with GPU acceleration
buddhabrot cuda gpu mandelbrot python3
Last synced: 05 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/m-torhan/cuda-stl-renderer
CUDA C++ implementation of STL file renderer using ray tracing method
Last synced: 31 Dec 2024
https://github.com/ashwani-rathee/imagesgpu.jl
Image Processing on GPU in Julia
cuda gpu image image-processing julia
Last synced: 21 Nov 2024
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: 12 Feb 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/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/patrickm663/localglmnet.jl
This is a WIP implementation of Richman & Wüthrich (2022) using Julia's Flux.jl + CUDA.jl
cuda deep-learning flux julia neural-networks symbolic-regression xai
Last synced: 17 Jan 2025
https://github.com/kilamper/matrix-multiplication
AC - Matrix multiplication using OpenMP, MPI and CUDA
Last synced: 26 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/ginkgo-project/cudaarchitectureselector
A CMake module simplifying the specification of CUDA architectures
Last synced: 27 Dec 2024
https://github.com/tensorbfs/cutropicalgemm.jl
The fastest Tropical number matrix multiplication on GPU
Last synced: 13 Feb 2025
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: 13 Feb 2025
https://github.com/makischristou/mandelbrot
Mandelbrot set visualizer using CUDA.
cpp cuda gpu mandelbrot nvidia renderer rust
Last synced: 20 Jan 2025
https://github.com/shivendrra/axgrad
lightweight tensor library that contains it's own auto-diff engine like pytorch
autograd cuda pytorch scratch-implementation tinygrad
Last synced: 06 Feb 2025
https://github.com/snoopy3476/t-espresso
A CUDA Library for Low-overhead Host-to-Device Transmission of Patterned Profile Data
Last synced: 07 Nov 2024
https://github.com/tudasc/cusan-tests
A test suite for CUDA-aware MPI race detection
Last synced: 13 Feb 2025
https://github.com/mre/talks
...mostly Computer Science related.
computer-science cuda talks tech-talks
Last synced: 06 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/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/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/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/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/weiyu0824/flash-attention-lite
Basic Flash attention Implmentation
Last synced: 05 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/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/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/pvdberg1998/cufft_rust
A safe Rust wrapper around a subset of cuFFT.
Last synced: 12 Dec 2024
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/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/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/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/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/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/zeloe/juce_cuda_convolution
Linear realtime convolution using CUDA
audio audio-processing convolution cuda dsp juce
Last synced: 25 Dec 2024
https://github.com/enp1s0/curand_fp16
FP16 pseudo random number generator on GPU
cuda gpu half-precision random-number-generators
Last synced: 26 Dec 2024
https://github.com/kar-dim/fidelityfx-cas-cuda
Implementation of the AMD FidelityFX CAS (Contrast Adaptive Sharpening) algorithm on CUDA, for sharpening static images.
cpp cuda dll fidelityfx gpu image-processing parallel-computing sharpen
Last synced: 26 Dec 2024
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/fblupi/grado_informatica-ppr
Prácticas de la asignatura Programación Paralela de la UGR
cuda mpi openmp parallel-computing
Last synced: 30 Jan 2025
https://github.com/rkv0id/automata-vtk
Multi-dimensional Cellular Automata visualization using Python's VTK bindings on top of a CUDA-parallel grid updates.
cellular-automata cuda game-of-life python vtk
Last synced: 03 Jan 2025
https://github.com/jonasricker/autocvd
Tool to automatically set CUDA_VISIBLE_DEVICES based on GPU utilization. Usable from command line and code.
cuda cuda-visible-devices gpu keras machine-learning nvidia python pytorch tensorflow
Last synced: 03 Jan 2025
https://github.com/assem-elqersh/tensorflow-gpu-setup
This guide provides the essential steps to get TensorFlow running with GPU support on your windows system.
anaconda conda cuda cudnn deep-learning gpu machine-learning tensorflow
Last synced: 03 Jan 2025
https://github.com/ehsanmok/cs-521
UBC CS 521: Parallel Computing and Architectures
cuda erlang parallel-algorithm parallel-computing
Last synced: 10 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/ophoperhpo/dcgan-lentach-logo-generator
The Lentach logo generator. #MachineLearningFun
cuda dcgan dcgan-tensorflow keras lentach machinelearning ml
Last synced: 04 Jan 2025
https://github.com/ezroot/gacc
GIACC - Generate Images, Art, Code and Conversations
ai codegen cuda huggingface image imagegeneration python rust stablediffusion
Last synced: 18 Jan 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/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/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/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/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/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/galaxies99/inception-cuda
CUDA Implementation of Inception
Last synced: 07 Nov 2024
https://github.com/dansolombrino/gphungarian
A GPU-accelerated implementation of the Hungarian Algorithm, written in CUDA
Last synced: 07 Feb 2025
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/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/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/alextmjugador/rust-cuda-quickstart
Bring the Rust-CUDA project back to life under modern Linux environments.
cuda cuda-programming cuda-rust cuda-support docker rust
Last synced: 26 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/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/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/pharmcat/metidacu.jl
CUDA solver for Metida.jl
cuda julia-language metida mixed-models
Last synced: 09 Feb 2025
https://github.com/fedesky25/hpc-project-2024
Project for the 2024 course of HPC: generator of streamplot of complex-valued functions
Last synced: 05 Feb 2025
https://github.com/enapiuz/logic-circuit-simulator
Logic circuit (based on NAND gates) simulator using OpenCL
c circuit-simulator cuda digital-logic gpgpu logic-gates opencl simulator
Last synced: 06 Feb 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/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/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
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/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/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/chrisdalvit/gpu-matrix-transpose
Implementation and benchmarking of different matrix transpose with CUDA
c cpp cuda cuda-kernels cuda-programming gpu-acceleration gpu-computing gpu-programming matrix-transpose nvidia-gpu
Last synced: 13 Feb 2025
https://github.com/rog0d/gpuss_watchers
"The GPU Watchers swore upon their shared memory hierarchy, from L1 to global memory, which also served as their mandate as lords of parallel computation."
cuda gpu-acceleration gpu-monitoring gpu-profiling
Last synced: 13 Feb 2025
