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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/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/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/droduit/multiprocessor-architecture

Introduction to Multiprocessor Architecture @ EPFL

cuda multiprocessor multithreading openmp-parallelization

Last synced: 02 Jan 2025

https://github.com/samuraibupt/cuda_code

Codes for learning cuda. Implementation of multiple kernels.

cuda cuda-programming

Last synced: 23 Oct 2024

https://github.com/brosnanyuen/raybnn_neural

Neural Networks with Sparse Weights in Rust using GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI

cpu cuda deep-learning gpu machine-learning machine-learning-algorithms neural-network neural-networks opencl parallel raybnn rust sparse-network sparse-neural-networks

Last synced: 13 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/coreylowman/tenten

A tiny tensor library in rust with fused JIT operations.

cuda jit rust tensor

Last synced: 07 Jan 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/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/brocbyte/realtime-deformations

Snow simulation (Material Point Method)

cuda glm material-point-method opengl

Last synced: 09 Nov 2024

https://github.com/hanzhi713/bitonic-sort

In-place GPU sort with bitonic sort

bitonic-sort cuda gpu in-place sorting

Last synced: 26 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/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/dito97/gol

High-performance Computing (90535) final project at UniGe

cuda mpi openmp

Last synced: 22 Dec 2024

https://github.com/biodasturchi/gmx

🔬 Gromacs yordamida molekular modellashtirish

cuda gpu gromacs mdp topology tpr trr

Last synced: 21 Jan 2025

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/kagof/julia-image-processing

Image processing programs written in Julia

cuda image-processing julia

Last synced: 12 Feb 2025

https://github.com/denzp/current

CUDA high-level Rust framework

cuda rust

Last synced: 24 Dec 2024

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/lchsk/ney

A header-only parallel functions library for Intel Xeon/Xeon Phi/GPUs

cuda gpu linux parallel phi scientific xeon xeonphi

Last synced: 08 Jan 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/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/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/abhisheknair10/occupancy.nn

An multi-step pipeline to train and inference Occupancy Networks

3d-reconstruction cuda vision

Last synced: 13 Jan 2025

https://github.com/tlabaltoh/tlab-sharescreen-server-win

Software frame encoder using CUDA and cast encoded frames over UDP. Trying to implement a custom streaming protocol and shader based frame encoder/decoder for screencast.

cuda desktop-capture screensharing unity unity3d windows-graphics-capture

Last synced: 28 Jan 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/daelsepara/hipslm

CPU and GPU (using HIP) implementations of phase pattern generators for use with spatial light modulators

computer-generated-holography cuda gpu hip hologram holography phase phase-pattern slm spatial-light-modulator

Last synced: 29 Dec 2024

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/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/brosnanyuen/raybnn_graph

Graph Manipulation Library For GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI

cuda gpu graph graph-algorithms neural-network neural-networks opencl raybnn rust

Last synced: 13 Nov 2024

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/crcrpar/dev-chainer

Dockerfile for Chainer Development in VSCode

chainer cuda docker nvidia-docker vscode

Last synced: 09 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/mortafix/quickshift

A working implementation of Quickshift algorithm in CUDA, GPU-compatible.

cuda gpu-computing quickshift

Last synced: 13 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/hatamiarash7/cuda-python

GPU programming using CUDA & Python

cuda gpu gpu-computing gpu-programming python

Last synced: 03 Feb 2025

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/larygwil/ffmpeg-static-cuda

ffmpeg static binaries for Linux that work on some old Nvidia gpu (not tested)

avc cuda cuvid ffmpeg h264 h265 hevc nvdec nvenc

Last synced: 02 Feb 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/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/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/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/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/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/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/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/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/stanczakdominik/cuda_poisson

A 2D poisson solver via CUDA

cuda electromagnetism pde

Last synced: 04 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/anras5/parallel-computing

Comparing CPU and GPU

cuda gpu openmp

Last synced: 21 Jan 2025

https://github.com/maawad/ptx_bcht

Bucketed Cuckoo hash set written in PTX and JIT-compiled.

cuckoo cuda gpu hash hashset ptx

Last synced: 09 Feb 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/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/pjueon/cuda_intellisense

A simple python script to fix cuda C++ intellisense for visual studio.

cuda visual-studio

Last synced: 23 Oct 2024

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/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/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/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/miniex/maidenx

Rust-based CUDA library designed for learning purposes and building my AI engines named Maiden Engine

ai cuda rust

Last synced: 28 Oct 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/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/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/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/sleeepyjack/multisplit

Simple multisplit for CUDA accelerators

cpp cuda gpu nvidia parallel-programming primitive split

Last synced: 22 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/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/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/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/microo8/micronn

Simple neural network library with backpropagation using CUDA

c cuda neural-network

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

CUDA Awesome Lists
awesome-yolo-object-detection 1,678 awesome-llm-and-aigc 1,333 awesome-cuda-triton-hpc 563 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 3,278 Applications 1,151 Summary 773 Other Versions of YOLO 452 Lighter and Deployment Frameworks 420 Uncategorized 320 Frameworks 296 Machine Learning 200 GUI 151 Web3 and ZKP Framework 132 Learning Resources 121 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