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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.

https://github.com/grakshith/parallel-k-means

K-Means clustering for Image Colour Quantization and Image Compression

cuda image-color-quantization image-compression k-means mpi opencv openmp

Last synced: 06 Jan 2025

https://github.com/bensuperpc/easyai

Make your own AI easily !

ai cuda python python3 tensorflow

Last synced: 17 Jan 2025

https://github.com/brosnanyuen/raybnn_optimizer

Gradient Descent Optimizers and Genetic Algorithms using GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI

arrayfire cuda genetic-algorithm genetic-algorithms gpu gpu-computing gradient gradient-descent parallel parallel-computing raybnn rust

Last synced: 23 Oct 2024

https://github.com/infotrend-inc/ctpo-demo_projects

Jupyter Notebook examples using CTPO as their source container.

cuda opencv pytroch tensorflow2

Last synced: 05 Feb 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/romnn/nvbit-rs

Rust bindings to the NVIDIA NVBIT binary instrumentation API

cuda ffi gpgpu instrumentation nvbit nvidia profiling ptx rust sass tracing

Last synced: 23 Oct 2024

https://github.com/webis-de/pytorch-window-matmul

a custom CUDA kernel for windowed matrix multiplication

cuda cuda-kernel pytorch

Last synced: 24 Dec 2024

https://github.com/lawmurray/gpu-gemm

CUDA kernel for matrix-matrix multiplication on Nvidia GPUs, using a Hilbert curve to improve L2 cache utilization.

cplusplus cuda cuda-kernels cuda-programming gpu gpu-computing gpu-programming matrix-multiplication numerical-methods scientific-computing

Last synced: 01 Nov 2024

https://github.com/maj0rrr/parallel-processing-cpu-and-gpu-env-and-lib-with-powercap

(2024/2025) A library and environment for parallel processing in a power-limited CPU+GPU cluster environment.

c cpu cuda gpu mpi openmp parallel powercap

Last synced: 01 Nov 2024

https://github.com/dito97/gol

High-performance Computing (90535) final project at UniGe

cuda mpi openmp

Last synced: 22 Dec 2024

https://github.com/deftruth/hgemm-tensorcores-mma

⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA PTX and CuTe API. 🎉🎉

cuda hgemm tensor-cores

Last synced: 04 Dec 2024

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/lintenn/cudaaddvectors-explicit-vs-unified-memory

Performance comparison of two different forms of memory management in CUDA

c cuda explicit memory memory-management performance unified-memory

Last synced: 06 Jan 2025

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/soumyasen1809/cuda_basics

Basic concepts on CUDA

c cpp cuda nvidia-gpu

Last synced: 06 Jan 2025

https://github.com/demoriarty/doksparse

sparse DOK tensors on GPU, pytorch

cuda pytorch sparse

Last synced: 05 Jan 2025

https://github.com/hansalemaos/nvidiacheck

Monitors NVIDIA GPU information and log the data into a pandas DataFrame - Windows only.

cuda log logging nvidia torch

Last synced: 05 Feb 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/tawssie/zmpy3d_pt

Python implementation of 3D Zernike moments with PyTorch

3d-zernike cuda gpu protein-structure python pytorch structural-bioinformatics superposition zernike-moments

Last synced: 09 Feb 2025

https://github.com/l30nardosv/reproduce-parcosi-moleculardocking

Reproducing paper: "Benchmarking the Performance of Irregular Computations in AutoDock-GPU Molecular Docking"

autodock-gpu cpu cuda gpu molecular-docking molecular-docking-scripts opencl paper reproducible-research

Last synced: 05 Feb 2025

https://github.com/xkevio/cuda-raytracer

A simple ray tracer written with CUDA that saves its output in a .ppm file, CPU version included for reference.

cpu cuda cuda-raytracer gpu

Last synced: 12 Feb 2025

https://github.com/csvancea/gpu-hashtable

GPU-backed linear-probing hash table implemented in CUDA. Supports batch operations such as insert and retrieval.

cuda hashtable

Last synced: 19 Jan 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/ashwanirathee/imagesgpu.jl

Image Processing on GPU in Julia

cuda gpu image image-processing julia

Last synced: 08 Jan 2025

https://github.com/stanczakdominik/cuda_poisson

A 2D poisson solver via CUDA

cuda electromagnetism pde

Last synced: 04 Feb 2025

https://github.com/anras5/parallel-computing

Comparing CPU and GPU

cuda gpu openmp

Last synced: 21 Jan 2025

https://github.com/daelsepara/hipmandelbrot

GPU Implementation of Mandelbrot Fractal Generator with Benchmarking

amd cuda fractal gpu gpu-compute gpu-computing hip mandelbrot parallel-computing rocm sdk

Last synced: 07 Nov 2024

https://github.com/bl33h/productoftwovectors

This code utilizes CUDA for parallel vector multiplication on a GPU, demonstrating GPU's acceleration capabilities.

cuda gpu kernel paralelism parallel-programming product vector

Last synced: 21 Jan 2025

https://github.com/bl33h/pythagoreantheorem

A program that calculates the Pythagorean theorem for a large number of elements using GPU parallel processing.

arrays cuda kernel parallel-programming pythagoras pythagorean-theorem

Last synced: 21 Jan 2025

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/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/fandreuz/parallel-programming-for-hpc

Scientific codes in C/C++ with CUDA, OpenACC, FFTW, (cu)BLAS

cpp cuda hpc mpi

Last synced: 21 Jan 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/sohhamseal/scalable-systems-programs

A little less effort to learn parallel programming...

cuda mpi openmp

Last synced: 13 Jan 2025

https://github.com/ginkgo-project/cudaarchitectureselector

A CMake module simplifying the specification of CUDA architectures

cmake cmake-modules cuda

Last synced: 27 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/makischristou/mandelbrot

Mandelbrot set visualizer using CUDA.

cpp cuda gpu mandelbrot nvidia renderer rust

Last synced: 20 Jan 2025

https://github.com/nikolaydubina/basic-openai-pytorch-server

Minimal HTTP inference server in OpenAI API with Pytorch and CUDA

cuda docker llm openai pytorch server

Last synced: 04 Feb 2025

https://github.com/andih/cuda-fortran-stream

Variant of STREAM Benchmark in CUDA Fortran

cuda cuda-fortran gpu stream-benchmarks variants

Last synced: 12 Jan 2025

https://github.com/sanaeprj/matrix-for-cpp

This repository has types that handle matrices.

cpp14 cpp14-library cuda matrix-library

Last synced: 19 Nov 2024

https://github.com/xlisp/learn-vllm

vllm learning

cuda nvidia pytorch vllm

Last synced: 02 Feb 2025

https://github.com/franciscoda/psvm

R package and C++ library that allows training SVM models in a GPU using CUDA and predicting out-of-sample data. A support vector machine (SVM) is a type of machine learning model that is trained using supervised data to classify samples.

cpp cpp17 cuda machine-learning r svm-classifier svm-training

Last synced: 28 Jan 2025

https://github.com/thomasonzhou/minitorch

rebuilding pytorch: from autograd to convolutions in CUDA

cuda numba numpy

Last synced: 30 Dec 2024

https://github.com/orgh0/highperformancecnn

Implementation of a High Performance CNN for MNIST dataset

cnn cpp cuda

Last synced: 22 Jan 2025

https://github.com/romaingrx/ml-nix-flake

A simple nix flake to start ML env with uv and cuda out of the box

cuda ml nix nix-flake uv

Last synced: 28 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/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/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/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/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/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/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/microo8/micronn

Simple neural network library with backpropagation using CUDA

c cuda neural-network

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/snoopy3476/t-espresso

A CUDA Library for Low-overhead Host-to-Device Transmission of Patterned Profile Data

cuda profiler

Last synced: 07 Nov 2024

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/hatamiarash7/cuda-python

GPU programming using CUDA & Python

cuda gpu gpu-computing gpu-programming python

Last synced: 03 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/himeyama/cuda-nmf

NMF calculations are performed on NVIDIA GPUs using the Cuda API. (GEM released)

cublas cuda gem nmf ruby

Last synced: 29 Dec 2024

https://github.com/bjornmelin/deep-learning-evolution

🧠 Deep-Learning Evolution: Unified collection of TensorFlow & PyTorch projects, featuring custom CUDA kernels, distributed training, memory‑efficient methods, and production‑ready pipelines. Showcases advanced GPU optimizations, from foundational models to cutting‑edge architectures. 🚀

ai-research cuda data-science deep-learning distributed-training gan gpu-acceleration machine-learning model-optimization neural-networks python pytorch tensorflow training-pipeline transformers

Last synced: 05 Feb 2025

https://github.com/alegau03/parallel-k-means

Implementation of C programs for the K-Means algorithm for parallel computing.

c c-programming cuda parallel parallel-programming

Last synced: 05 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/emmanuelmess/firstcollisiontimesteprarefiedgassimulator

This simulator computes all possible intersections for a very small timestep for a particle model

cpp20 cuda simulator

Last synced: 15 Jan 2025

https://github.com/crcrpar/dev-chainer

Dockerfile for Chainer Development in VSCode

chainer cuda docker nvidia-docker vscode

Last synced: 09 Feb 2025

https://github.com/rjected/cuda-timelock

Solving a large number of timelock puzzles in parallel using GPU acceleration

c cgbn concurrent cpp cuda gmp graphics nvidia parallel puzzle timelock

Last synced: 09 Feb 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/han-minhee/sgemm_hip

SGEMM implementations in HIP for NVIDIA / AMD GPUs

cuda gpgpu gpu hip rocm

Last synced: 05 Feb 2025

https://github.com/5had3z/torch-discounted-cumsum-nd

PyTorch Discounted Cumsum with Autograd (CPU + CUDA)

cuda machine-learning pytorch

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.

cuda gpu nvrtc pyhton

Last synced: 05 Feb 2025

https://github.com/enkerewpo/talaria

AI Voice Assistant for Dialogue and IoT Control Powered by GPT4o

cuda gpt-4 python3 pytorch stt tts

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/pabvald/parallel-computing

Parallel computing practise with OpenMP, MPICH and CUDA

cuda mpich openmp parallel-computing

Last synced: 29 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/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

cuda

Last synced: 31 Dec 2024

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/ashwani-rathee/imagesgpu.jl

Image Processing on GPU in Julia

cuda gpu image image-processing julia

Last synced: 21 Nov 2024