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qinxianglinya's Projects

cpp icon cpp

Lecture notes, projects and other materials for Course 'CS205 C/C++ Program Design' at Southern University of Science and Technology.

cutlass icon cutlass

CUDA Templates for Linear Algebra Subroutines

dcnv2 icon dcnv2

DCNv2重写,学习为目的

how_to_optimize_in_gpu icon how_to_optimize_in_gpu

This is a series of GPU optimization topics. Here we will introduce how to optimize the program on the GPU in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, sgemv, sgemm, etc. The performance of these kernels is basically at or near the theoretical limit.

itensor icon itensor

A C++ library for efficient tensor network calculations

kuiperinfer icon kuiperinfer

带你从零实现一个高性能的深度学习推理库,支持Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

libfacedetection icon libfacedetection

An open source library for face detection in images. The face detection speed can reach 1000FPS.

llvm-project icon llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.

memorypool icon memorypool

An easy to use and efficient memory pool allocator written in C++.

metann-book icon metann-book

《C++模板元编程实战:一个深度学习框架的初步实现》

ncnn icon ncnn

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

ppl.nn icon ppl.nn

A primitive library for neural network

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