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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/jonastoth/cuda_raytracer

University project to implement a basic Raytracer in CUDA

cpp14 cuda raytracer

Last synced: 02 Feb 2025

https://github.com/sebftw/interp2gpu

GPU-accelerated 2D spline interpolation, à la interp2(..., "spline"), in MATLAB.

cuda gpu gpu-acceleration matlab spline spline-interpolation

Last synced: 14 Dec 2024

https://github.com/dwain-barnes/llm-gguf-auto-converter

Automated Jupyter notebook solution for batch converting Large Language Models to GGUF format with multiple quantization options. Built on llama.cpp with HuggingFace integration.

auto-converter batch-processing cuda gguf huggingface jupyter-notebook llama-cpp llm model-quantization

Last synced: 31 Jan 2025

https://github.com/yangfengzzz/tardis

Travel space and time by using autodiff and codegen

autodiff codegen cuda

Last synced: 09 Feb 2025

https://github.com/phrutis/minikeys_for_sale

GPU program for brute MiniKeys Casascius Serie1 (22 characters)

bitcoin brute-force btc casascius cuda gpu minikeys program uncompressed

Last synced: 24 Jan 2025

https://github.com/llm-db/understanding-gpu-architecture-implications-on-llm-serving-workloads

Understanding GPU Architecture Implications on LLM Serving Workloads (Master Thesis, ETH Zürich, 2024)

cuda inference pytorch rocm transformer

Last synced: 14 Dec 2024

https://github.com/lixk28/knn-cuda

cuda knn

Last synced: 07 Feb 2025

https://github.com/abdelrahman-amen/active_learning_with_different_query_strategies

This project explores the implementation of active learning techniques, focusing on various query strategies to optimize the selection of informative data points for model training. It aims to reduce the amount of labeled data required while improving model performance, especially in scenarios with limited labeled data.

activelearning cuda entropy kldivergence margin numpy python pyto uncertainty

Last synced: 24 Jan 2025

https://github.com/sugarcane-mk/finetuning_wav2vec2

This repo provides step by step process from sctatch to fine tune facebook's wav2vec2-large model using transformers

asr asr-model cuda facebook fairseq fine-tuning finetuning huggingface librosa python torch transformers wav2vec2 wav2vec2-large-960h

Last synced: 24 Jan 2025

https://github.com/usman619/pdc

Parallel and Distributed Computing

cuda distributed-computing distributed-systems nextcloud

Last synced: 13 Jan 2025

https://github.com/marius311/cudadistributedtools.jl

A set of utility tools for multi-GPU + multi-process workflows

cuda distributed julia

Last synced: 07 Feb 2025

https://github.com/lord-turmoil/cudacmakedemo

A demo for building CUDA program with CMake

cuda tutorial

Last synced: 23 Jan 2025

https://github.com/bjornmelin/ml-production-engineering

⚙️ End-to-end ML deployment solutions. Focused on model serving, multi-GPU optimization, and production-grade system implementation. 🎯

cuda deployment docker fastapi gpu-computing kubernetes mlops production

Last synced: 25 Jan 2025

https://github.com/bjornmelin/ml-vision-lab

👁️ Production-grade computer vision implementations. Real-world applications in image processing, object detection, and video analytics with GPU acceleration. 📸

computer-vision cuda deep-learning image-processing object-detection opencv pytorch video-analytics

Last synced: 25 Jan 2025

https://github.com/bjornmelin/nlp-engineering-hub

📚 Enterprise NLP systems and LLM applications. Features custom language model implementations, distributed training pipelines, and efficient inference systems. 🔤

cuda gpu-optimization huggingface huggingface-transformers langchain language-models large-language-models nlp openai python transformers

Last synced: 25 Jan 2025

https://github.com/corazon-code/pyloo

Python package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS) for Bayesian Modeling

bayes bayesian-data-analysis cross-validation cuda dump fuzzy-matching looker loot-table machine-learning minecraft model-comparison python spreadsheet tensorflow

Last synced: 09 Feb 2025

https://github.com/bjornmelin/ml-algorithm-playground

🧪 Core ML algorithm implementations with GPU acceleration. Featuring optimized implementations across various libraries with comprehensive analysis. 📈

algorithms cuda gpu-computing lightgbm machine-learning python scikit-learn xgboost

Last synced: 25 Jan 2025

https://github.com/neugence/acehub

AI Champions for Excellence: Fresh, informative courses and content designed to help developers, researchers, and leaders advance in the field of AI.

ai cuda cv ml mlops nlp pytorch rl rlhf tensorflow

Last synced: 13 Oct 2024

https://github.com/parxd/fasterdl

cuBLAS/CUDA tensor library with auto-diff support

cublas cuda cudnn deep-learning machine-learning

Last synced: 06 Jan 2025

https://github.com/muneeb706/cuda

sample programs implemented using cuda (gpu)

cplusplus cuda gpu-programming

Last synced: 31 Jan 2025

https://github.com/kenwuqianghao/c4ai-cuda-birds

Homework assignments for C4AI Beginners in Research-Driven Studies

cuda machine-learning pytorch

Last synced: 27 Dec 2024

https://github.com/xza85hrf/flag_prediction_project

This application predicts the name of a country (or countries) based on an input flag image. It uses advanced image processing techniques and deep learning models built with PyTorch to classify flags accurately.

cross-validation cuda data-augmentation docker efficientnetb0 flag-recognition image-classification machine-learning mixed-precision-training mobilenetv2 python pytorch resnet resnet-50 transfer-learning

Last synced: 31 Jan 2025

https://github.com/rajshrestha86/kmeans-clusterize-cuda

Implementation of K-Means algorithm from scratch using CUDA.

c cuda kmeans-clustering

Last synced: 07 Feb 2025

https://github.com/kanchishimono/python-images

Ubuntu based Python container images, including CUDA images

container-image cuda docker dockerfile machine-learning python python3

Last synced: 26 Jan 2025

https://github.com/mattjesc/federated-learning-simulation-1gpu-mi-is

Federated Learning Simulation on a Single GPU with Model Interpretability and Interactive Visualization

ai cuda deep-learning distributed-systems federated-learning gpu hpc keras machine-learning ml model-interpretability python pytorch simulation streamlit tensorflow

Last synced: 12 Oct 2024

https://github.com/trentonom0r3/raft-analysis

Simple analysis script 'demotest.py' using RAFT optical flow to get flow vectors, occlusion masks, and Information on keyframes with significant motion changes

cuda flow-maps occlusion-masks opticalflow python pytorch raft

Last synced: 08 Feb 2025

https://github.com/popke523/rybki

A 3D shoal of fish animation using the boids algorithm, OpenGL for rendering and CUDA for parallel processing.

boids cuda opengl

Last synced: 08 Feb 2025

https://github.com/sferez/sspp_sparse_matrix_cuda

Small Scale Parallel Programming, Sparse Matrix multiplication with CUDA

cpp cuda omp omp-parallel parallel-computing small-scale-parallel-programming sparse-matrix

Last synced: 13 Jan 2025

https://github.com/daskol/gpgpu

cuda gpgpu

Last synced: 12 Jan 2025

https://github.com/phantom7knight/cuda-fusion

This project is for learning CUDA to understand the GPU work better.

cuda cuda-programming gpgpu gpu

Last synced: 08 Feb 2025

https://github.com/sebp/vscode-sycl-dpcpp-cuda

Sample project to use the VS Code Remote - Containers extension to develop SYCL applications for NVIDIA GPUs using the oneAPI DPC++ compiler.

cuda dpcpp fedora gpu-computing podman sycl vscode

Last synced: 08 Feb 2025

https://github.com/thalesmg/haskell-accelerate-parconc

Example and benchmark of Accelerate-HS from Parallel and Concurrent Programming in Haskell

accelerate cuda gpu-computing haskell parallel-computing

Last synced: 08 Feb 2025

https://github.com/neel-dandiwala/cuda-programs

Miscellaneous programs that grasp the concept of Parallel Computing

cuda gpu-programming parallel-programming

Last synced: 26 Dec 2024

https://github.com/0xhilsa/vector-cuda

vector calculation with GPU acceleration using CUDA

c cpp11 cuda cuda-kernels cuda-programming nvcc

Last synced: 08 Feb 2025

https://github.com/amitkumarj441/deep-learning-on-your-finger

A rich collection of dockerfiles for installing deep learning dependecies on your way :rocket:

cuda cudnn gcp

Last synced: 26 Jan 2025

https://github.com/1ytic/cuda-gpu-zoo

Properties of the CUDA devices

cuda gpu

Last synced: 08 Feb 2025

https://github.com/dhruvsrikanth/fastconv

Distributed and serial implementations of the 2D Convolution operation in c++ and CUDA.

convolution-filters cpp cuda gpu-programming high-performance-computing hpc image-editor image-processing nvidia parallel-programming

Last synced: 25 Dec 2024

https://github.com/larygwil/cuda-samples-old

nvidia cuda samples old (5.0 - 7.5)

cuda nvidia

Last synced: 02 Feb 2025

https://github.com/miferreiro/cdap-cuda

CUDA exercises for the subject of "Computación Distribuída e de Altas Prestacións" in the Master Degree of Computer Engineering of the University of Vigo in 2020

c cuda scan

Last synced: 27 Dec 2024

https://github.com/rssr25/cuda

Following Cuda By Example book.

cpp cuda cuda-programming hpc shaders

Last synced: 24 Dec 2024

https://github.com/xstupi00/N-Body-CUDA

PCG - Parallel Computations on GPU - Project - N-Body-CUDA

cuda gpu-acceleration gpu-computing nbody-simulation optimization parallel-computing pcg vut vut-fit

Last synced: 23 Oct 2024

https://github.com/storterald/neural-network

Simple neural network implementation in C++ and CUDA

asm asmx86 c-plus-plus cmake cpp cuda machine-learning neural-network

Last synced: 02 Feb 2025

https://github.com/sangioai/sph

CUDA and OpenMP versions of SPH (Smoothed Particle Hydrodynamics) serial algorithm.

cuda openmp

Last synced: 12 Feb 2025

https://github.com/sahil-rajwar-2004/vector-cuda

vector calculation with GPU acceleration using CUDA

c cpp11 cuda cuda-kernels cuda-programming nvcc

Last synced: 19 Nov 2024

https://github.com/dirmeier/cuda-etudes

:notes: A collection of CUDA recipes

cpp cuda meson

Last synced: 17 Jan 2025

https://github.com/aeyage/intraday_prices

GPU-accelerated portfolio optimisation

cuda cupy nvidia-gpu

Last synced: 10 Feb 2025

https://github.com/lordofhyphens/gpu-path-delay-coverage

CUDA-based Path Delay Fault Coverage

cpp cuda gpgpu moderngpu

Last synced: 28 Jan 2025

https://github.com/rmeli/cuda-pg

CUDA C++ Playground

cpp cuda gpu

Last synced: 01 Feb 2025

https://github.com/fabulani/360ip-with-cuda

360° Image Processing with CUDA and OpenCV.

360-image 360-video cpp cuda image-processing opencv

Last synced: 08 Feb 2025

https://github.com/edisonslightbulbs/viewer

Exploring real-time 3D point cloud rendering using Cuda and openGL

cuda cxx11 opengl pangolin submodule

Last synced: 14 Jan 2025

https://github.com/ydkn/htw-progko-cuda

Parallel processing of image transformations. Part of the "Programmierkonzepte und Algorithmen" course at HTW-Berlin.

cuda image-transformations opencv

Last synced: 11 Jan 2025

https://github.com/vladd12/libexecstd

Modern C++ library for using an execution context of computer devices

cpp cpp17 cuda gpu-acceleration gpu-computing

Last synced: 28 Jan 2025

https://github.com/lfrati/subpair

Fast pairwise cosine distance calculation and numba accelerated evolutionary matrix subset extraction 🍐🚀

cosine-distance cuda numba

Last synced: 16 Jan 2025

https://github.com/jpuigcerver/prob-phoc

Probabilistic relevance scores from PHOC embeddings

cuda keyword-spotting kws phoc pytorch

Last synced: 16 Jan 2025

https://github.com/bardiparsi/threadpoolmanager

ThreadPoolManager is a C++ project that implements an efficient multi-threading system using a thread pool for generic functions of the same type and different tasks. It includes task management, synchronization mechanisms, and thread-safe logging to demonstrate concurrent task execution.

cpp cpp17 cpp20 cuda cuda-programming memory-management multiprocessing multithreading parallel-computing parallel-processing parallel-programming thread thread-pool thread-safety threadpool threads threadsafe

Last synced: 19 Nov 2024

https://github.com/cscfi/csc-env-julia

Julia language environment including MPI.jl, CUDA.jl and AMDGPU.jl preferences for HPC clusters at CSC.

amdgpu ansible cuda hpc julia julia-language mpi

Last synced: 22 Jan 2025

https://github.com/darshanakgr/meanfiltergpu

A gpu implementation of mean filter in CUDA

c cuda image-processing

Last synced: 28 Jan 2025

https://github.com/programmergnome/cuda-codes

Snippet repository for learning parallel GPU programming with CUDA.

c cpp-programming cuda cuda-kernel gpu-programming learning-materials parallel-programming parallelization

Last synced: 22 Jan 2025

https://github.com/snandasena/courseera_gpu_specilization

Example for Cuda streaming

c cpp cuda

Last synced: 14 Jan 2025

https://github.com/ramyacp14/document-based-question-and-answers

Developed a document question answering system that utilizes Llama and LangChain for contextual and accurate answers. The system supports .txt documents, intelligent text splitting, and context-aware querying through an easy-to-use Streamlit interface.

chroma cuda hugging-face langchain llama python recursivecharactertextsplitter streamlit

Last synced: 12 Oct 2024

https://github.com/ronaldsg20/compu-paralela

Códigos de ejemplo para computación paralela y distribuida

cuda opencv openmp posix-threads

Last synced: 05 Jan 2025

https://github.com/kentakoong/mtnlog

A simple multinode performance logger for Python

cuda lanta nvitop python slurm-cluster

Last synced: 22 Jan 2025

https://github.com/flavienbwk/tensorflow2-cuda-10.2-docker

Tensorflow 2.3, CUDA 10.2, Docker compatible image

cuda docker python3 tensorflow ubuntu1804

Last synced: 28 Jan 2025

https://github.com/boostibot/bachelors

My bachelors thesis at CTU in Prague, Faculty of Nuclear Sciences and Physical Engineering supervised by Ing. Pavel Strachota, Ph.D

crystal-growth cuda finite-volume-method parallel-programming phase-field-method

Last synced: 18 Jan 2025

https://github.com/sustia-llc/gpu_logger_poc

GPU execution verification system with immutable Kafka logging. Monitors CUDA operations, validates GPU performance, and maintains auditable operation history. Built with Rust and Candle for reliable ML model execution tracking.

candle-core cuda docker gpu gpu-computing kafka logging machine-learning mlops monitoring nvidia performance-testing rust

Last synced: 12 Feb 2025

https://github.com/grindelfp/cuda-n-body-simulation

Simulation of N-Body movement using CUDA.

cuda n-body-simulation

Last synced: 12 Feb 2025

https://github.com/wpjunior/cuda-numba-playground

Some uses of cuda with numba framework

cuda numba python

Last synced: 13 Jan 2025

https://github.com/jonyandunh/stanforddogsresnet

A classifier for 120 dogs classified at Stanford Dogs Dataset, using the Pytorch framework and using custom Resnet for neural network learning

cuda deep-learning python pytorch resnet resnet-18 standford-dog stanford

Last synced: 14 Jan 2025

https://github.com/sydney-informatics-hub/computer-vision-fine-tuning

Fine tune a computer vision to solve your task locally, on HPC, in a container, or in the cloud!

computer-vision cuda deep-learning python

Last synced: 22 Jan 2025

https://github.com/bhavinpatel4199/image-processing-with-opencv-and-cuda-on-google-colab

This repository demonstrates image processing using OpenCV with CUDA for GPU acceleration on Google Colab. It includes basics like displaying and manipulating images, alongside advanced techniques using CUDA to enhance performance. Ideal for learning GPU-accelerated image processing in Python.

computer-vision cuda google-colab gpu-acceleration high-performance-computing image-processing opencv pixel-manupulation

Last synced: 12 Feb 2025

https://github.com/dragonscypher/prompty

Tool for generating smart and secure prompts for language models!

autotokenizer bert-model cuda google-t5 llm python3 tensorflow threading

Last synced: 22 Jan 2025

https://github.com/raiszo/cs334

Journey thorugh Intro to Parallel Programming

cmake cs334 cuda msbuild

Last synced: 25 Jan 2025

https://github.com/jpodivin/gputomata

Cellular automata running on CUDA capable GPUs

cellular-automata cellular-automaton cuda

Last synced: 27 Dec 2024

https://github.com/9prady9/archdock

Arch linux docker image for app development

arch-linux arrayfire cuda docker-image forge opencl

Last synced: 09 Feb 2025

https://github.com/bd2720/accesspatterns

Comparing chunked vs. striped memory access patterns for CPU and GPU code using the CUDA toolkit in C.

c cache cuda cuda-toolkit performance-analysis performance-testing profiling

Last synced: 31 Jan 2025

https://github.com/branebb/nn-framework

Framework for creating neural networks using C++ and CUDA platform. This project is part of my final university assignment for bachelor's degree.

cmake cpp cuda cuda-programming

Last synced: 19 Nov 2024

https://github.com/daelsepara/hipnewton

GPU Implementation of Newton Fractal Generator with Benchmarking

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

Last synced: 05 Feb 2025

https://github.com/aaaastark/nvidia-cuda-google-colab

Deployment of NVIDIA-CUDA on Google Colab. With in examples codes (Vector Addition and Matrix Multiplication).

c cpp cuda googlecolab googlecolaboratory matrix-multiplication nvidia python vector-addition

Last synced: 15 Jan 2025

https://github.com/parlaynu/inference-tvm

Export ONNX to ApacheTVM and run inference in containerized environments.

apache-tvm cuda docker jetson-nano onnx raspberrypi4 x86-64

Last synced: 28 Jan 2025

https://github.com/fikri-rouzan/cuda-c-program-part-3

CUDA C program from NVIDIA course.

c cuda

Last synced: 05 Feb 2025

https://github.com/fikri-rouzan/cuda-c-program-part-1

CUDA C program from NVIDIA course.

c cuda

Last synced: 05 Feb 2025

https://github.com/fikri-rouzan/cuda-c-program-part-2

CUDA C program from NVIDIA course.

c cuda

Last synced: 05 Feb 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