Cuda Open Source Projects

Image Super-Resolution for Anime-Style Art

World's fastest and most advanced password recovery utility

Build and run Docker containers leveraging NVIDIA GPUs

Instant neural graphics primitives: lightning fast NeRF and more

kaldi-asr/kaldi is the official location of the Kaldi project.

CUDA on non-NVIDIA GPUs

Cut and paste your surroundings using AR

Open3D: A Modern Library for 3D Data Processing

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

Solve puzzles. Learn CUDA.

NumPy & SciPy for GPU

🎉CUDA 笔记 / 高频面试题汇总 / C++笔记，个人笔记，更新随缘: sgemm、sgemv、warp reduce、block reduce、dot product、elementwise、softmax、layernorm、rmsnorm、hist etc.

C++ 资源大全中文版，标准库、Web应用框架、人工智能、数据库、图片处理、机器学习、日志、代码分析等。由「开源前哨」和「CPP开发者」微信公号团队维护更新。

NumPy aware dynamic Python compiler using LLVM

CUDA Templates and Python DSLs for High-Performance Linear Algebra

RandomX, KawPow, CryptoNight and GhostRider unified CPU/GPU miner and RandomX benchmark

cuDF - GPU DataFrame Library

Containers for machine learning

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

Modular ZK(Zero Knowledge) backend accelerated by GPU

Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, OpenCV Contrib, and OpenVINO.

An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

OpenMMLab Computer Vision Foundation

Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189

FlashInfer: Kernel Library for LLM Serving

Ethereum miner with OpenCL, CUDA and stratum support

Gorgonia is a library that helps facilitate machine learning in Go.

A flexible framework of neural networks for deep learning

Open Machine Intelligence Framework for Hackers. (GPU/CPU)

ALIEN is a CUDA-powered artificial life simulation program.

Making it easier to work with shaders

CUDA accelerated rasterization of gaussian splatting

cuML - RAPIDS Machine Learning Library

A PyTorch Library for Accelerating 3D Deep Learning Research

[ARCHIVED] The C++ parallel algorithms library. See https://github.com/NVIDIA/cccl

ArrayFire: a general purpose GPU library.

Optimized primitives for collective multi-GPU communication

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

Background Matting: The World is Your Green Screen

Fast inference engine for Transformer models

Tengine is a lite, high performance, modular inference engine for embedded device

Lightning fast C++/CUDA neural network framework

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

📊 A simple command-line utility for querying and monitoring GPU status

HIP: C++ Heterogeneous-Compute Interface for Portability

Serve, optimize and scale PyTorch models in production

Fast parallel CTC.

A retargetable MLIR-based machine learning compiler and runtime toolkit.

Squeeze-and-Excitation Networks

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.

3D Gaussian Splatting, reimagined: Unleashing unmatched speed with C++ and CUDA from the ground up!

The minimal opencv for Android, iOS, ARM Linux, Windows, Linux, MacOS, HarmonyOS, WebAssembly, watchOS, tvOS, visionOS

Single C file, Realtime CPU/GPU Profiler with Remote Web Viewer

LightSeq: A High Performance Library for Sequence Processing and Generation

Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.

Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.