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.
- GitHub: https://github.com/topics/cuda
- Wikipedia: https://en.wikipedia.org/wiki/CUDA
- Created by: Nvidia
- Released: June 23, 2007
- Related Topics: nvcc,
- Last updated: 2025-05-03 00:06:39 UTC
- JSON Representation
https://github.com/librapid/librapid
A highly optimised C++ library for mathematical applications and neural networks.
array cpp cpp20 cpp23 cuda gpu high-performance-computing library matrix multidimensional-arrays multithreading parallel-programming pypy pypy3 python python3 simd
Last synced: 08 Apr 2025
https://github.com/vm6502q/qrack
Comprehensive, GPU accelerated framework for developing universal virtual quantum processors
cuda distributed-quantum-computing gpu hpc opencl physics physics-simulation quantum quantum-computer-simulator quantum-computing quantum-information quantum-simulator qubits
Last synced: 08 Feb 2025
https://github.com/acceleratehs/accelerate-llvm
LLVM backend for Accelerate
accelerate compiler cuda gpu gpu-computing hacktoberfest haskell llvm parallel-computing
Last synced: 07 Apr 2025
https://github.com/qengineering/install-opencv-jetson-nano
OpenCV installation script with CUDA and cuDNN support
cuda cudnn jetson-nano jetson-xavier opencv opencv4
Last synced: 04 Apr 2025
https://github.com/LibRapid/librapid
A highly optimised C++ library for mathematical applications and neural networks.
array cpp cpp20 cpp23 cuda gpu high-performance-computing library matrix multidimensional-arrays multithreading parallel-programming pypy pypy3 python python3 simd
Last synced: 06 Dec 2024
https://github.com/p-ranav/PhotoLab
AI-Powered Photo Editor (Python, PyQt6, PyTorch)
animegan colorization cuda human-segmentation interactive nuitka numpy opencv photo-editor pillow portrait-mode pyqt6 pyqt6-desktop-application python python3 pytorch scikit-image spot-removal stacking
Last synced: 07 Apr 2025
https://github.com/rocm/gpufort
GPUFORT: S2S translation tool for CUDA Fortran and Fortran+X in the spirit of hipify
cuda cuda-fortran fortran gpgpu gpu hip interoperability openacc openmp rocm
Last synced: 19 Dec 2024
https://github.com/deftruth/ffpa-attn-mma
📚FFPA(Split-D): Yet another Faster Flash Prefill Attention with O(1) SRAM complexity large headdim (D > 256), ~2x↑🎉vs SDPA EA.
attention cuda deepseek deepseek-r1 deepseek-v3 flash-attention flash-mla fused-mla mla mlsys sdpa tensor-cores
Last synced: 06 Apr 2025
https://github.com/ROCm/gpufort
GPUFORT: S2S translation tool for CUDA Fortran and Fortran+X in the spirit of hipify
cuda cuda-fortran fortran gpgpu gpu hip interoperability openacc openmp rocm
Last synced: 11 Mar 2025
https://github.com/proger/accelerated-scan
Accelerated First Order Parallel Associative Scan
cuda cumulative-sum recurrent-neural-networks state-space-model torch
Last synced: 03 Apr 2025
https://github.com/zju3dv/envgs
[CVPR 2025] EnvGS: Modeling View-Dependent Appearance with Environment Gaussian
2dgs 3dgs cuda optix path-tracing ray-tracing reflection
Last synced: 05 Apr 2025
https://github.com/dvlab-research/SparseTransformer
A fast and memory-efficient libarary for sparse transformer with varying token numbers (e.g., 3D point cloud).
3d-point-cloud cuda sparse-transformer transformer
Last synced: 20 Mar 2025
https://github.com/xlite-dev/ffpa-attn-mma
📚FFPA(Split-D): Yet another Faster Flash Prefill Attention with O(1) GPU SRAM complexity for headdim > 256, ~2x↑🎉vs SDPA EA.
attention cuda deepseek deepseek-r1 deepseek-v3 flash-attention flash-mla fused-mla mla mlsys sdpa tensor-cores
Last synced: 30 Mar 2025
https://github.com/pythonlessons/tensorflow-object-detection-tutorial
The purpose of this tutorial is to learn how to install and prepare TensorFlow framework to train your own convolutional neural network object detection classifier for multiple objects, starting from scratch
classifier cuda cudnn detection detection-api detection-classifier detection-tutorial gpu grabscreen labels object-detection pil python-mss tensorflow tensorflow-cpu tensorflow-gpu tensorflow-models tutorial
Last synced: 09 Feb 2025
https://github.com/kibae/onnxruntime-server
ONNX Runtime Server: The ONNX Runtime Server is a server that provides TCP and HTTP/HTTPS REST APIs for ONNX inference.
ai contributions-welcome cuda deep-learning inference-server machine-learning nueral-networks onnx onnxruntime
Last synced: 05 Apr 2025
https://github.com/eth-cscs/implicitglobalgrid.jl
Almost trivial distributed parallelization of stencil-based GPU and CPU applications on a regular staggered grid
cuda distributed gpu julia julia-mpi-wrapper mpi multi-gpu staggered-grids stencil-codes
Last synced: 04 Apr 2025
https://github.com/patwie/cuda-design-patterns
Some CUDA design patterns and a bit of template magic for CUDA
bazel cpp11 cuda cuda-development cuda-device cuda-kernels cuda-utils gpu template-metaprogramming
Last synced: 14 Apr 2025
https://github.com/hijkzzz/cuda-neural-network
Convolutional Neural Network with CUDA (MNIST 99.23%)
cnn cpp cuda mnist neural-network
Last synced: 01 May 2025
https://github.com/rust-nvml/nvml-wrapper
Safe Rust wrapper for the NVIDIA Management Library
cuda ffi ffi-bindings ffi-wrapper gpu hardware-management hardware-monitoring library monitoring nvidia nvml opencl
Last synced: 04 Apr 2025
https://github.com/arborx/arborx
Performance-portable geometric search library
bounding-volume-hierarchy c-plus-plus clustering cpp cuda dbscan distributed gpu hdbscan high-performance-computing hpc knn-search kokkos mpi nearest-neighbors parallel
Last synced: 10 Apr 2025
https://github.com/chenhunghan/ialacol
🪶 Lightweight OpenAI drop-in replacement for Kubernetes
ai cloudnative cuda ggml gptq gpu helm kubernetes langchain llamacpp llm llm-inference llm-serving openai python
Last synced: 20 Jan 2025
https://github.com/bobmcdear/attorch
A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.
cuda deep-learning machine-learning openai openai-triton pytorch triton
Last synced: 20 Dec 2024
https://github.com/BobMcDear/attorch
A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.
cuda deep-learning machine-learning openai openai-triton pytorch triton
Last synced: 21 Dec 2024
https://github.com/merzlab/QUICK
QUICK: A GPU-enabled ab intio quantum chemistry software package
chemistry computational-chemistry cuda density-functional-theory electronic-structure-calculations gpu gpu-acceleration hartree-fock parallel-computing quantum-chemistry
Last synced: 20 Nov 2024
https://github.com/fangq/mcx
Monte Carlo eXtreme (MCX) - GPU-accelerated photon transport simulator
3d c cuda matlab monte-carlo optical-imaging pascal photon-transport physics-simulation ray-tracing volumetric-rendering voxel-based
Last synced: 07 Apr 2025
https://github.com/1461521844lijin/trt_yolo_video_pipeline
TensorRT+YOLO系列的 多路 多卡 多实例 并行视频分析处理案例
cuda ffmpeg opencv video-processing yolo yolov8
Last synced: 26 Nov 2024
https://github.com/chonspqx/modulated-deform-conv
deformable convolution 2D 3D DeformableConvolution DeformConv Modulated Pytorch CUDA
cuda cuda-extension deform-conv3d deformable-convolutional deformable-convolutional-networks python pytorch
Last synced: 18 Mar 2025
https://github.com/qengineering/jetson-nano-image
Jetson Nano image with deep learning frameworks
cuda deep-learning jetson-nano mnn ncnn opencv pytorch sd-card-image team-viewer tegra tensorflow torch torchvision
Last synced: 05 Apr 2025
https://github.com/fhamborg/newsmtsc
Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.
cuda dataset deep-learning news-articles pytorch sentiment-analysis sentiment-classification text-classification tsc
Last synced: 07 Apr 2025
https://github.com/goofit/goofit
Code repository for the massively-parallel framework for maximum-likelihood fits, implemented in CUDA/OpenMP
cuda fitting gpu gpu-computing omp physics root-cern thrust
Last synced: 10 Apr 2025
https://github.com/roastduck/FreeTensor
A language and compiler for irregular tensor programs.
ast automatic-differentiation code-generation cuda gpu jit openmp tensor
Last synced: 11 Apr 2025
https://github.com/anicetngrt/jiro-nn
A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.
adam classification cuda data-analysis deep-learning dropout gpu gpu-computing machine-learning ml nalgebra neural-networks nn opencl pipelines regression rust sgd
Last synced: 09 Apr 2025
https://github.com/openmlsys/openmlsys-cuda
Tutorials for writing high-performance GPU operators in AI frameworks.
Last synced: 15 Apr 2025
https://github.com/rsnk96/Ubuntu-Setup-Scripts
Scripts to help you set up your Ubuntu quickly, especially if you're in any subfield of Data Science or AI!
anaconda cuda deep-learning deeplearning dl ffmpeg installers ml opencv python pytorch tensorflow tensorflow-setup ubuntu zsh
Last synced: 07 Apr 2025
https://github.com/electronic-structure/SIRIUS
Domain specific library for electronic structure calculations
cuda density-functional-theory electronic-structure-calculations full-potential gpu lapw mpi planewave pseudopotential rocm
Last synced: 20 Nov 2024
https://github.com/AnicetNgrt/jiro-nn
A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.
adam classification cuda data-analysis deep-learning dropout gpu gpu-computing machine-learning ml nalgebra neural-networks nn opencl pipelines regression rust sgd
Last synced: 16 Jan 2025
https://github.com/acdslab/mppi-generic
Templated C++/CUDA implementation of Model Predictive Path Integral Control (MPPI)
cpp cuda model-predictive-control model-predictive-path-integral robotics stochastic-optimization
Last synced: 05 Apr 2025
https://github.com/GooFit/GooFit
Code repository for the massively-parallel framework for maximum-likelihood fits, implemented in CUDA/OpenMP
cuda fitting gpu gpu-computing omp physics root-cern thrust
Last synced: 08 Apr 2025
https://github.com/jamjamjon/usls
A Rust library integrated with ONNXRuntime, providing a collection of Computer Vison and Vision-Language models.
clip cuda florence2 grounding-dino moondream ocr onnx onnxruntime rust rust-yolo sam sapiens smolvlm tensorrt yolo yolo-rs yolo-rust yolov10 yolov11 yolov8
Last synced: 12 Apr 2025
https://github.com/naeioi/pbf-cuda
Position Based Fluids CUDA implementation
cuda fluid-solver opengl real-time simulation
Last synced: 26 Apr 2025
https://github.com/qdLMF/LIO-SAM-GPU-ScanToMapOpt
A CUDA reimplementation of the line/plane odometry of LIO-SAM. A point cloud hash map (inspired by iVox of Faster-LIO) on GPU is used to accelerate 5-neighbour KNN search.
3d-mapping cuda faster-lio gpu ivox knn lidar lidar-inertial-odometry lidar-slam lio lio-sam loam slam
Last synced: 18 Mar 2025
https://github.com/jdermody/brightwire
Bright Wire is an open source machine learning library for .NET with GPU support (via CUDA)
convolutional-neural-networks csharp cuda cuda-support gpu gpu-support machine-learning machine-learning-library machinelearning neural-network recurrent-neural-networks
Last synced: 05 Apr 2025
https://github.com/inoryy/tensorflow-optimized-wheels
TensorFlow wheels built for latest CUDA/CuDNN and enabled performance flags: SSE, AVX, FMA; XLA
avx2 cuda cudnn python sse tensorflow tensorflow-gpu tensorflow-wheels wheels xla
Last synced: 02 Apr 2025
https://github.com/ihhub/penguinv
Computer vision library with focus on heterogeneous systems
avx computer-vision cpp cuda gpu hacktoberfest heterogeneous-systems image-processing opencl python simd sse thread-pool
Last synced: 09 Apr 2025
https://github.com/MuGdxy/muda
μ-Cuda, COVER THE LAST MILE OF CUDA. With features: intellisense-friendly, structured launch, automatic cuda graph generation and updating.
cuda cuda-cpp cuda-programming
Last synced: 20 Nov 2024
https://github.com/gpmueller/eigen-cuda
MWE for using the Eigen library in CUDA kernels
Last synced: 14 Apr 2025
https://github.com/sniklaus/pytorch-extension
an example of a CUDA extension for PyTorch using CuPy which computes the Hadamard product of two tensors
cuda cupy deep-learning python pytorch
Last synced: 14 Nov 2024
https://github.com/helyim/helyim
seaweedfs implemented in pure Rust
cuda dpdk erasure-coding hdfs iouring kernel-bypass object-storage rdma s3 spdk webdav
Last synced: 09 Apr 2025
https://github.com/src-d/minhashcuda
Weighted MinHash implementation on CUDA (multi-gpu).
cuda lsh machine-learning minhash
Last synced: 09 Apr 2025
https://github.com/sandialabs/omega_h
Simplex mesh adaptivity for HPC
cmake cpp cpp14 cuda geometry gpu hpc mesh mesh-generation meshing mpi openmp parallel parallel-computing parallelism sandia-national-laboratories scr-2203 snl-science-libs triangulation
Last synced: 09 Apr 2025
https://github.com/glotzerlab/fresnel
Publication quality path tracing in real time.
cuda optix path-tracing python simulation soft-matter
Last synced: 05 Apr 2025
https://github.com/mseitzer/gpu-monitor
Script to remotely check GPU servers for free GPUs
cuda cudnn deep-learning gpu nvidia-smi remote ssh
Last synced: 12 Apr 2025
https://github.com/rocm/hip-cpu
An implementation of HIP that works on CPUs, across OSes.
cpp17 cuda cuda-programming hip hip-kernel-language hip-portability hip-runtime parallel-algorithms spmd stl-algorithms
Last synced: 12 Apr 2025
https://github.com/cgtuebingen/Flex-Convolution
Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018
3d-point-clouds cuda deep-learning deep-neural-networks machine-learning pointcloud pointcloudprocessing research research-paper segmentation shapenet tensorflow
Last synced: 20 Mar 2025
https://github.com/arbor-sim/arbor
The Arbor multi-compartment neural network simulation library.
cuda gpu hip hpc modern-cpp mpi neuroscience
Last synced: 08 Apr 2025
https://github.com/pytorch/extension-script
Example repository for custom C++/CUDA operators for TorchScript
Last synced: 19 Jan 2025
https://github.com/juliagpu/acceleratedkernels.jl
Cross-architecture parallel algorithms for Julia's CPU and GPU backends. Targets multithreaded CPUs, and GPUs via Intel oneAPI, AMD ROCm, Apple Metal, Nvidia CUDA.
amd apple cuda gpu intel julia metal nvidia oneapi parallel rocm standard-library
Last synced: 04 Apr 2025
https://github.com/pwhiddy/fat-clouds
GPU Fluid Simulation with Volumetric Rendering
blaze cuda fluid gpu navier-stokes raymarching smoke
Last synced: 13 Apr 2025
https://github.com/windqaq/mpm
Simulating on GPU using Material Point Method and rendering.
cuda gvdb-voxels material-point-method raytracer simulation thrust
Last synced: 23 Mar 2025
https://github.com/pennylaneai/pennylane-lightning
The Lightning plugin ecosystem provides fast quantum state-vector and tensor network simulators written in C++ for use with PennyLane.
cuda distributed-computing gpu hpc mpi openmp parallel quantum-computing quantum-machine-learning rocm
Last synced: 15 Apr 2025
https://github.com/JuliaGPU/AcceleratedKernels.jl
Cross-architecture parallel algorithms for Julia's CPU and GPU backends. Targets multithreaded CPUs, and GPUs via Intel oneAPI, AMD ROCm, Apple Metal, Nvidia CUDA.
amd apple cuda gpu intel julia metal nvidia oneapi parallel rocm standard-library
Last synced: 17 Mar 2025
https://github.com/cair/tmu
Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.
absorbing-states autoencoder convolution cuda gpu incremental incremental-computation multi-output pattern-recognition propositional-logic regression relational-logic sparse tsetlin-machine
Last synced: 09 Apr 2025
https://github.com/ANNetGPGPU/ANNetGPGPU
A GPU (CUDA) based Artificial Neural Network library
c-plus-plus-11 cuda propagation-network self-organizing-map
Last synced: 23 Apr 2025
https://github.com/qengineering/pytorch-jetson-nano
PyTorch installation wheels for Jetson Nano
aarch64 cuda cuda-10 cudnn cudnn8 jetson-nano jetson-tx2 jetson-xavier libtorch python-wheel python3 pytorch pytorch-installation torch torchvision wheel
Last synced: 13 Apr 2025
https://github.com/leimao/CUDA-GEMM-Optimization
CUDA Matrix Multiplication Optimization
Last synced: 06 Dec 2024
https://github.com/seeed-projects/recomputer-jetson-for-beginners
Beginner's Guide to reComputer Jetson
ai application beginner-friendly cuda cv deepstream examples generative-ai guide jetson llm ml nlp nvidia recomputer robotics tao tensorrt
Last synced: 05 Apr 2025
https://github.com/upul/aurora
Minimal Deep Learning library is written in Python/Cython/C++ and Numpy/CUDA/cuDNN.
cplusplus cuda cudnn cython deep-learning python3 system-design
Last synced: 18 Nov 2024
https://github.com/nvidia-merlin/hierarchicalkv
HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of HierarchicalKV is to store key-value feature-embeddings on high-bandwidth memory (HBM) of GPUs and in host memory. It also can be used as a generic key-value storage.
cuda dynamic-embedding embedding-storage gpu hashtable key-value-store recommender-system
Last synced: 10 Apr 2025
https://github.com/mitmul/pynvvl
A Python wrapper of NVIDIA Video Loader (NVVL) with CuPy for fast video loading with Python
cuda cupy gpu numpy nvidia-video-loader nvvl python video video-processing
Last synced: 25 Jan 2025
https://github.com/harrism/mini-nbody
A simple gravitational N-body simulation in less than 100 lines of C code, with CUDA optimizations.
astrophysics benchmark cuda nbody
Last synced: 22 Mar 2025
https://github.com/Heteroflow/Heteroflow
Concurrent CPU-GPU Programming using Task Models
cpu-gpu-scheduling cuda gpu gpu-acceleration gpu-computing gpu-programming heterogeneous-computing heterogeneous-parallel-programming heterogeneous-systems multithreaded multithreading task-parallelism
Last synced: 01 Apr 2025
https://github.com/coreylowman/llama-dfdx
LLaMa 7b with CUDA acceleration implemented in rust. Minimal GPU memory needed!
cuda deep-learning inference language-model llama neural-network rust rust-lang
Last synced: 13 Apr 2025
https://github.com/osai-ai/dokai
Collection of Docker images for ML/DL and video processing projects
cuda deep-learning docker docker-image ffmpeg opencv python pytorch tensorrt video-processing
Last synced: 04 Apr 2025
https://github.com/nvidia/nvimagecodec
A nvImageCodec library of GPU- and CPU- accelerated codecs featuring a unified interface
computer-vision cpp cuda dali data-processing deep-learning fast-data-pipeline gpu image-processing machine-learning nvidia python pytorch
Last synced: 12 Apr 2025
https://github.com/sonots/cumo
Cumo (pronounced like "koomo") is CUDA aware numerical library whose interface is highly compatible with Ruby Numo
cuda numo ruby scicentific-computing
Last synced: 10 Apr 2025
https://github.com/bdusell/singularity-tutorial
Tutorial for using Singularity containers
container cuda cudnn pytorch singularity
Last synced: 09 Apr 2025
https://github.com/1ytic/pytorch-edit-distance
Levenshtein edit-distance on PyTorch and CUDA
asr cuda edit-distance levenshtein nlp pytorch
Last synced: 09 Apr 2025
https://github.com/mratsim/arch-data-science
Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision
archlinux cuda cudnn data-science deep-learning lightgbm machine-learning mkl mxnet natural-language-processing natural-language-understanding nervana opencv package pandas pytorch scikit-learn spacy tensorflow xgboost
Last synced: 18 Apr 2025
https://github.com/sasagawa888/deeppipe2
Deep Learning library using GPU(CUDA/cuBLAS)
cublas cuda deep-learning elixir gpu
Last synced: 15 Mar 2025
https://github.com/mratsim/Arch-Data-Science
Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision
archlinux cuda cudnn data-science deep-learning lightgbm machine-learning mkl mxnet natural-language-processing natural-language-understanding nervana opencv package pandas pytorch scikit-learn spacy tensorflow xgboost
Last synced: 27 Nov 2024
https://github.com/ashvardanian/parallelreductionsbenchmark
Thrust, CUB, TBB, AVX2, AVX-512, CUDA, OpenCL, OpenMP, Metal - all it takes to sum a lot of numbers fast!
apple avx512 cuda glsl gpgpu gpu gpu-acceleration gpu-computing hpc intel metal nvidia opencl openmp parallel simd stl tbb thrust
Last synced: 06 Apr 2025
https://github.com/braintwister/docker-devel-env
Fast, reproducible, and portable software development environments
clang cmake conan cuda development docker eclipse gcc jenkins nsight portability reproducibility vscode
Last synced: 08 Feb 2025
https://github.com/mitsuba-renderer/drjit-core
Dr.Jit — A Just-In-Time-Compiler for Differentiable Rendering (core library)
Last synced: 05 Apr 2025
https://github.com/eomii/rules_ll
An Upstream Clang/LLVM-based toolchain for contemporary C++ and heterogeneous programming
bazel bleeding-edge build-system clang clang-tidy cpp cuda gpu-programming hermetic hip llvm nix openmp remote-caching remote-execution reproducible sanitizers
Last synced: 06 Apr 2025
https://github.com/BrainTwister/docker-devel-env
Fast, reproducible, and portable software development environments
clang cmake conan cuda development docker eclipse gcc jenkins nsight portability reproducibility vscode
Last synced: 09 Dec 2024
https://github.com/PennyLaneAI/pennylane-lightning
The PennyLane-Lightning plugin provides a fast state-vector simulator written in C++ for use with PennyLane
cuda distributed-computing gpu hpc mpi openmp parallel quantum-computing quantum-machine-learning rocm
Last synced: 17 Nov 2024