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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/tensorush/my-dev-containers

:whale: My development environments wrapped into VS Code Dev Containers (15.02.2022).

containers cuda cuda-programming dev-container development docker docker-container jax mamba micromamba python python3 vscode vscode-devcontainer

Last synced: 25 Dec 2024

https://github.com/krzemienski/ffmpeg-nvenc-bento4

Container to transcode and package hls and dash assets leveraging accelerated gpu for transcoding

bento4 cuda dash docker encoding ffmpeg hls mp4 nvenc nvidia video

Last synced: 08 Jan 2025

https://github.com/jtriley/gpucrate

Creates hard-linked GPU driver (currently just NVIDIA) volumes for use with docker, singularity, etc.

container cuda docker gpu singularity

Last synced: 07 Nov 2024

https://github.com/kdeps/kdeps

Kdeps reduces the complexity of building self-hosted RAG AI Agents and APIs powered by open-source LLMs

agents ai-agents api artificial-intelligence cuda docker dockerized fine-tuning huggingface llama llm llm-agent llmops mistral mlops model-inference multimodal nvidia opensource vicuna

Last synced: 02 Feb 2025

https://github.com/egororachyov/spbench

Benchmark for sparse linear algebra libraries for CPU and GPU platforms.

benchmark cpp cpu cuda gpu-computing graphblas opencl sparse-matrices

Last synced: 19 Nov 2024

https://github.com/harrydobbs/torch_ransac3d

A high-performance implementation of 3D RANSAC (Random Sample Consensus) algorithm using PyTorch and CUDA.

3d cloud cubiod cuda cylinder plane plane-detection point point-cloud ransac segmentation

Last synced: 22 Nov 2024

https://github.com/nodef/nvgraph.sh

CLI for nvGraph, which is a GPU-based graph analytics library written by NVIDIA, using CUDA.

analytics cli console cuda gpu graph nvgraph nvidia pagerank terminal

Last synced: 24 Oct 2024

https://github.com/ydrmaster/cuda-driver

基于 CUDA Driver API 的 cuda 运行时环境

cuda nvidia

Last synced: 10 Feb 2025

https://github.com/antoniopelusi/lu-solver

Assignments for High Performace Computing exam at Unimore, Modena, IT.

cuda lu-decomposition openmp

Last synced: 21 Jan 2025

https://github.com/thomasjo/cudalicious

C++ header library intended to reduce CUDA boilerplate code

boilerplate cpp cuda header-only

Last synced: 21 Jan 2025

https://github.com/BrosnanYuen/RayBNN_Raytrace

Ray tracing library using GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI

arrayfire cuda gpu gpu-computing opencl parallel parallel-computing ray ray-tracing raybnn raylib raytracer raytracing rust

Last synced: 05 Nov 2024

https://github.com/3zrv/raytracerincpp

A ray tracer that renders in 16-color VGA palette at 640x480 resolution.

cpp cuda nvidia

Last synced: 06 Jan 2025

https://github.com/iitii/useless

逗比脚本备份，部分自用配置文件，一些自用脚本

aria2 bash-script cuda docker doubi ffmpeg frpc frps oh-my-zsh powerlevel10k

Last synced: 20 Jan 2025

https://github.com/babak2/optimizedsum

Optimized Parallel Sum program demonstrating CPU vs GPU performance

cuda cuda-programming gpu-acceleration gpu-computing gpu-parallelism visual-studio

Last synced: 01 Feb 2025

https://github.com/ilyasmoutawwakil/optimum-whisper-autobenchmark

A set of benchmarks on OpenAI's Whisper model, using AutoBenchmark and Optimum's OnnxRuntime Optimizations.

benchmark cuda deep-learning

Last synced: 30 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/andreabak/whispersubs

Generate subtitles for your video or audio files using the power of AI

ai cuda deep-learning gpu-acceleration machine-learning srt subtitles transcribe transcription translate whisper

Last synced: 16 Nov 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: 06 Dec 2024

https://github.com/betarixm/cuecc

POSTECH: Heterogeneous Parallel Computing (Fall 2023)

cryptography ctypes cuda ecc postech secp256k1

Last synced: 18 Nov 2024

https://github.com/brocbyte/realtime-deformations

Snow simulation (Material Point Method)

cuda glm material-point-method opengl

Last synced: 09 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/cppalliance/crypt

A C++20 module of cryptographic utilities for CPU and GPU

cpp20 cuda security

Last synced: 09 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/coreylowman/tenten

A tiny tensor library in rust with fused JIT operations.

cuda jit rust tensor

Last synced: 07 Jan 2025

https://github.com/peri044/cuda

GPU implementations of algorithms

cuda gauss-jordan parallel-programming

Last synced: 08 Feb 2025

https://github.com/isazi/aoflagger

AOFlagger Radio Frequency Interference mitigation algorithm.

cuda gpu many-core rfi

Last synced: 30 Jan 2025

https://github.com/xusworld/tars

Tars is a cool deep learning framework.

avx2 avx512 cuda deep-learning

Last synced: 05 Feb 2025

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/raad-labs/raad-video

A high-performance video loading library for machine learning, designed for efficient training data preparation.

cuda machine-learning training-data

Last synced: 09 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/gjbex/gpu-programming

Material for a training on portable GPU programming

cuda gpu kokkos openmp openmp-off stl thrust

Last synced: 22 Nov 2024

https://github.com/superlinear-ai/scipy-notebook-gpu

jupyter/scipy-notebook with CUDA Toolkit, cuDNN, NCCL, and TensorRT

cuda cudnn docker nccl scipy-notebook tensorflow tensorrt

Last synced: 09 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/liny18/image-to-ascii

🖼️ A command-line tool for converting images to ASCII art

ascii ascii-art cli command-line cpp cuda docker image-processing image-to-ascii mpi opencv terminal

Last synced: 21 Nov 2024

https://github.com/dpbm/qml-course

Minicurso de quantum Machine learning

cuda cuda-q cuquantum docker ml python qml quantum quantum-computing tensorflow

Last synced: 21 Dec 2024

https://github.com/dereklstinson/nccl

golang wrapper for nccl

cuda deep-learning go nccl parallel-computing

Last synced: 15 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/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/kohulan/tensorflow-2.0-installation-with-cuda-support

A detailed step by step guide to install Tensorflow-2.0-gpu with CUDA Drivers on Ubuntu Server/ Desktop LTS

cuda gpu nvidia ubuntu

Last synced: 30 Nov 2024

https://github.com/B1-663R/docker-mining

Dockerfiles to build docker images to start mining with an NVIDIA Docker architecture

cryptocurrency cuda docker-image docker-nvidia mining

Last synced: 31 Oct 2024

https://github.com/pd2871/high-performance-computing

This repo contain the logs of High Performance Computing module's final Assignment

blurred-images c cuda gaussian-blur matrix-multiplication multi-threading parallel-computing pthreads pthreads-api

Last synced: 25 Jan 2025

https://github.com/triod315/cudabasics

Simple calculation with NVIDIA CUDA

cpp cuda

Last synced: 09 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/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/sthysel/jtx2-tools

nvidia jtx/xavier GPU monitor tool

cuda nvidia txt2 xavier

Last synced: 20 Jan 2025

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.

cuda hpc mpi openmp

Last synced: 05 Jan 2025

https://github.com/tmrob2/cuda2rust_sandpit

Minimal examples to get CUDA linear algebra programs working with Rust using CC & FFI.

cc clang cublas cuda cusparse rust

Last synced: 19 Nov 2024

https://github.com/markdtw/parallel-programming

Basic Pthread, OpenMP, CUDA examples

cuda openmp parallel-programming pthreads

Last synced: 12 Jan 2025

https://github.com/sean-bradley/cudalookupsha256

SHA256 Lookup using parallel processing on a NVidia CUDA Compatible Graphics card

cuda parallel-processing sha256

Last synced: 13 Nov 2024

https://github.com/pothosware/pothosgpu

Pothos toolkit for ArrayFire API support

arrayfire cuda dataflow dataflow-programming gpu opencl pothos

Last synced: 15 Jan 2025

https://github.com/nellogan/distributed_compy

Distributed_compy is a distributed computing library that offers multi-threading, heterogeneous (CPU + mult-GPU), and multi-node support

cluster cuda heterogeneous-parallel-programming multi-threading multigpu openmp openmpi

Last synced: 12 Jan 2025

https://github.com/dito97/gol

High-performance Computing (90535) final project at UniGe

cuda mpi openmp

Last synced: 14 Feb 2025

https://github.com/kim-hwiwon/t-espresso

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

cuda profiler

Last synced: 27 Dec 2024

https://github.com/szymon423/tsp-cpu-vs-gpu

Simple brute force approach to solve travelling salesman problem with CPU and GPU

cuda tsp

Last synced: 18 Jan 2025

https://github.com/kar-dim/watermarking-gpu

Code for my Diploma thesis at Information and Communication Systems Engineering (University of the Aegean, School of Engineering) with title "Efficient implementation of watermark and watermark detection algorithms for image and video using the graphics processing unit". Part 2 / GPU

arrayfire cpp cuda gpu image-processing opencl parallel-computing video-processing watermark-image watermarking

Last synced: 04 Jan 2025

https://github.com/alpha74/cuda_basics

Nvidia NVCC CUDA programs for begineers.

c cpp cuda cuda-programs nvcc nvidia parallel-computing parallel-programming

Last synced: 16 Jan 2025

https://github.com/soumyasen1809/cuda_basics

Basic concepts on CUDA

c cpp cuda nvidia-gpu

Last synced: 06 Jan 2025

https://github.com/archibate/cuda_aero_lbm

A toy 3D LBM solver in CUDA

cuda graphics simulation

Last synced: 03 Jan 2025

https://github.com/tthebc01/cudaconda3

Lightweight container environment with Cuda, Miniconda3, and Jupyter Lab.

cuda docker gpu jupyterlab marimo-notebook miniconda3 reverse-proxy-application

Last synced: 03 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/andreasholt/cusmc

A CUDA-accelerated Statistical Model Checker for Stochastic Timed Automata

cuda smc

Last synced: 02 Jan 2025

https://github.com/dujonwalker/nixos-config-x86_64-cuda

This repository contains my NixOS configuration optimized for 64-bit x86 systems with NVIDIA CUDA support, featuring a Plasma 6 desktop environment and a variety of essential applications for development, multimedia, and productivity. It serves as a backup for easy restoration and setup on new installations.

cuda flatpak nix nixos nixos-configuration ollama

Last synced: 26 Dec 2024

https://github.com/zeloe/rtconvolver

A realtime convolution VST3

c convolution cplusplus cuda juce

Last synced: 25 Dec 2024

https://github.com/cfries/javagpuexperiments

Repository used to demo OpenCL, JOCL, JCuda.

cuda

Last synced: 27 Dec 2024

https://github.com/denzp/current

CUDA high-level Rust framework

cuda rust

Last synced: 24 Dec 2024

https://github.com/kagof/julia-image-processing

Image processing programs written in Julia

cuda image-processing julia

Last synced: 12 Feb 2025

https://github.com/neoblizz/spmv

Efficient Sparse Matrix-Vector Multiplication (SpMV) using ModernGPU (MTX + CSR formats).

csr cuda gpgpu load-balancing mtx spmv

Last synced: 09 Feb 2025

https://github.com/dqbd/cuda-btree

Implementation of B-Trees on NVIDIA CUDA

b-tree cuda nvidia

Last synced: 13 Feb 2025

https://github.com/mindstudioofficial/fl_cuda_mandelbrot

Flutter example for visualizing the Mandelbrot Set using CUDA

cuda flutter-examples fractal-rendering

Last synced: 11 Jan 2025

https://github.com/juntyr/necsim-rust

Spatially explicit biodiversity simulations using a parallel library written in Rust

biodiversity cuda mpi necsim rust simulation

Last synced: 28 Oct 2024

https://github.com/potato3d/grid-rt

GPU-accelerated ray tracing using GLSL and CUDA

cuda glsl gpu ray-tracing real-time-rendering

Last synced: 10 Jan 2025

https://github.com/mulx10/firefly

Enhancing Object Detection in using Thermal Imaging for thin cross-section unidentifiable objects(eg. cyclist, pedestrians).

autonomous-cars autonomous-navigation autonomous-vehicles c cuda object-detection thermal-camera yolov3

Last synced: 30 Dec 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/elftausend/sliced

Array operations with automatic differentiation on CPU and GPU

autograd automatic-differentiation cuda custos matrix opencl

Last synced: 14 Feb 2025

https://github.com/abaksy/cuda-examples

A repository of examples coded in CUDA C/C++

cuda

Last synced: 17 Jan 2025

https://github.com/demoriarty/doksparse

sparse DOK tensors on GPU, pytorch

cuda pytorch sparse

Last synced: 05 Jan 2025

https://github.com/bensuperpc/easyai

Make your own AI easily !

ai cuda python python3 tensorflow

Last synced: 17 Jan 2025

CUDA Awesome Lists
awesome-yolo-object-detection 1,678 awesome-llm-and-aigc 1,350 awesome-cuda-triton-hpc 569 gpu-guide 961 awesome-dotnet-machine-learning 134 CUDA-Guide 152 awesome-rust-list 747 awesome-mojo-max-mlir 181 PyTorch-Guide 616 awesome-dl-development 91
CUDA Categories
Blogs 3,287 Applications 1,152 Summary 780 Other Versions of YOLO 452 Lighter and Deployment Frameworks 420 Uncategorized 320 Frameworks 301 Machine Learning 200 GUI 151 Web3 and ZKP Framework 132 Learning Resources 122 GPU Programming 84 Scientific Computation 83 C/C++ Learning Resources 68 FFI Bindings 64 Python Frameworks and Tools 56 Videos 46 Jobs and Interview 44 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 39