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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/silviopaganini/darknet-docker-nvidia

Docker Image to run Darknet on Nvidia with CUDA 9.0 and openCV 3.4.0

cuda darknet docker nvidia-docker opencv

Last synced: 27 Nov 2024

https://github.com/zhihu/ZhiLight

A highly optimized inference acceleration engine for Llama and its variants.

cuda gpt inference-engine llama llm llm-serving pytorch

Last synced: 14 Dec 2024

https://github.com/maximedebarbat/dolphin

Dolphin is a python toolkit meant to speed up inference of TensorRT by providing CUDA-Accelerated processing.

cuda python tensorrt-inference

Last synced: 01 Nov 2024

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: 13 Nov 2024

https://github.com/brosnanyuen/raybnn_diffeq

Differential Equation Solver using GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI

arrayfire cuda differential differential-equations gpu gpu-computing opencl parallel parallel-computing parallel-programming raybnn rust

Last synced: 13 Nov 2024

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/hahnjo/cgxx

Object-Oriented Implementation of the Conjugate Gradients Method

cg cuda hpc openacc opencl openmp

Last synced: 29 Jan 2025

https://github.com/phrb/nvidia-workshop-autotuning

Resources for autotuning CUDA compiler parameters

autotuning compilers cuda gpu julia nodal nvcc

Last synced: 02 Feb 2025

https://github.com/chiang-yuan/culsm

CUDA C++ code implementing GPU-accelerated Lattice Spring Model (CuLSM) simulations.

cuda gpu parallel-computing particles

Last synced: 18 Dec 2024

https://github.com/sean-bradley/cudalookupripemd60

RipeMD160 Lookup using parallel processing on NVidia CUDA Graphics card

cuda parallel-processing ripemd160

Last synced: 13 Nov 2024

https://github.com/fabryprog/java-gpu

Support for offloading parallel-for loops in Java to NVIDIA CUDA compatible cards.

cuda gpu java nvidia parallel-computing

Last synced: 12 Feb 2025

https://github.com/shalithasuranga/cudaperformance

Compare the performance of matrix multiplication among GPU shared memory, GPU global memory and CPU

cuda cuda-demo matrix-multiplication nvidia

Last synced: 12 Feb 2025

https://github.com/definetlynotai/llm_data

A bunch of very famous repos source code's in python as pure localdocs all in this repo to train CODE AI

c code-examples cpp cuda data data-dum jupyter-notebook llm llm-code llm-datasets programming-data programming-data-sets python3

Last synced: 26 Jan 2025

https://github.com/lu-zero/nvidia-video-codec

Redistributable headers to build cuvid and nvenc

cuda cuvid nvenc nvidia nvidia-video-codec

Last synced: 16 Nov 2024

https://github.com/pnnl/cuvite

Multi-GPU Graph Community Detection using CUDA

community-detection cuda graph-clustering mpi

Last synced: 25 Nov 2024

https://github.com/meetps/me-766

Assignment Solutions to course ME766 High Performance Scientific Computing.

cuda gpu-computing opencl openmp parallel-computing

Last synced: 04 Jan 2025

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/guilt/rocm-programming-masterclass

Udemy's CUDA programming Masterclass with Examples in ROCM/HIP.

cuda hip rocm

Last synced: 15 Nov 2024

https://github.com/hrolive/fundamentals-of-accelerated-computing-with-cuda-c-cpp

Accelerate and optimize existing C/C++ CPU-only applications using the most essential CUDA tools and techniques.

cpp cuda cuda-kernels cuda-programming nsight nvidia profilling

Last synced: 04 Jan 2025

https://github.com/rkv0id/boltzmanumba

GPU-Parallelization of a sequential Lattice Boltzmann gist on CUDA-capable devices using Numba.

cuda lbm numba

Last synced: 03 Jan 2025

https://github.com/bruce-lee-ly/cuda_back2back_hgemm

Use tensor core to calculate back-to-back HGEMM (half-precision general matrix multiplication) with MMA PTX instruction.

back2back-gemm back2back-hgemm cublas cuda fused-gemm fused-hgemm gemm gpu hgemm matrix-multiply nvidia tensor-core

Last synced: 15 Nov 2024

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/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/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: 16 Feb 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/demoriarty/doksparse

sparse DOK tensors on GPU, pytorch

cuda pytorch sparse

Last synced: 05 Jan 2025

https://github.com/akhuntsaria/canny-edge-detection

Canny edge detector implemented in CUDA C/C++

cuda image-processing video-processing

Last synced: 23 Oct 2024

https://github.com/vorticity-inc/vtensor

VTensor, a C++ library, facilitates tensor manipulation on GPUs, emulating the python-numpy style for ease of use. It leverages RMM (RAPIDS Memory Manager) for efficient device memory management. It also supports xtensor for host memory operations.

cublas cuda curand cusolver gpu numpy rmm tensor xarray xtensor

Last synced: 10 Dec 2024

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/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/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/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/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/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/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/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/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/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/muhac/jupyter-pytorch-docker

JupyterLab for AI in Docker! Anaconda and PyTorch GPU supported.

conda-environment cuda docker jupyterlab pytorch

Last synced: 21 Jan 2025

https://github.com/biodasturchi/gmx

🔬 Gromacs yordamida molekular modellashtirish

cuda gpu gromacs mdp topology tpr trr

Last synced: 21 Jan 2025

https://github.com/navdeep-g/dimreduce4gpu

Dimensionality reduction ("dimreduce") on GPUs ("4gpu")

cplusplus cuda dimensionality-reduction gpu linear-algebra pca python svd unsupervised-learning

Last synced: 24 Dec 2024

https://github.com/acrlakshman/gradient-augmented-levelset-cuda

Implementation of Gradient Augmented Levelset method for CPU and GPU

cfd cuda levelset

Last synced: 13 Feb 2025

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/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/cfries/javagpuexperiments

Repository used to demo OpenCL, JOCL, JCuda.

cuda

Last synced: 18 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: 18 Feb 2025

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/coreylowman/tenten

A tiny tensor library in rust with fused JIT operations.

cuda jit rust tensor

Last synced: 07 Jan 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/ginkgo-project/cudaarchitectureselector

A CMake module simplifying the specification of CUDA architectures

cmake cmake-modules cuda

Last synced: 18 Feb 2025

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/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/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/soumyasen1809/cuda_basics

Basic concepts on CUDA

c cpp cuda nvidia-gpu

Last synced: 06 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/dereklstinson/nccl

golang wrapper for nccl

cuda deep-learning go nccl parallel-computing

Last synced: 15 Jan 2025

https://github.com/mrglaster/cuda-acfcalc

Calculation of the smallest ACF for signals of length N using CUDA technology.

acf c calculations cpp cuda google-colaboratory google-colaboratory-notebooks isu

Last synced: 15 Jan 2025

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/brocbyte/realtime-deformations

Snow simulation (Material Point Method)

cuda glm material-point-method opengl

Last synced: 09 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/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/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/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/nachovizzo/saxpy_openacc_cpp

My way of thinking about OpenACC, C++, and Parallel computing in general

cpp cuda gpu openacc

Last synced: 30 Jan 2025

https://github.com/triod315/cudabasics

Simple calculation with NVIDIA CUDA

cpp cuda

Last synced: 09 Jan 2025

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/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/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/betarixm/cuecc

POSTECH: Heterogeneous Parallel Computing (Fall 2023)

cryptography ctypes cuda ecc postech secp256k1

Last synced: 18 Nov 2024

https://github.com/xusworld/tars

Tars is a cool deep learning framework.

avx2 avx512 cuda deep-learning

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 321 Frameworks 301 Machine Learning 201 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