Open deep learning compiler stack for cpu, gpu and specialized accelerators

ncnn is a high-performance neural network inference framework optimized for the mobile platform

A machine learning compiler for GPUs, CPUs, and ML accelerators

row-major matmul optimization

本项目支持对剪枝后的yolov5模型进行知识蒸馏训练(This project supports knowledge distillation training for the pruned YOLOv5 model)

带你从零实现一个高性能的深度学习推理库，Implement a high-performance deep learning inference library step by step

深度学习炼丹笔记，包含深度学习数学基础知识、神经网络基础部件详解、构建 CNN 网络总结，深度学习炼丹策略，以及如何实现深度学习推理框架实战。

yolo model qat and deploy with deepstream&tensorrt

A list of awesome compiler projects and papers for tensor computation and deep learning.

高性能计算相关知识学习笔记，包含学习笔记和相关知识的代码demo，在持续完善中。 如果有帮助的话请Star一下，对作者帮助很大，谢谢！

yolov8n 部署版本，后处理用python语言和C++语言形式进行改写，便于移植不同平台（onnx、tensorRT、RKNN、Horzion）

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

A simple tool that can generate TensorRT plugin code quickly.

⛽️「算法通关手册」，超详细的「算法与数据结构」基础讲解教程，700+ 道「LeetCode 题目」详细解析。通过「算法理论学习」和「编程实战练习」相结合的方式，从零基础到彻底掌握算法知识。

A lightweight, portable pure C99 onnx inference engine for embedded devices with hardware acceleration support.

mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！

一款推理框架，同时有很多有用的demo，觉得好用请点星啊

A large number of cuda/tensorrt cases . 大量案例来学习cuda/tensorrt

计算机408专业课：《计算机操作系统》、《数据结构》、《计算机网络》、《操作系统》分学科整理

alibaba MNN, mobilenet classifier, centerface detecter, ultraface detecter, pfld landmarker and zqlandmarker, mobilefacenet

YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming), Quanti…

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

📚 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.

Implement popular deep learning networks in pytorch, used by tensorrtx.

算法学习笔记