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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.

llm.c icon llm.c

LLM training in simple, raw C/CUDA

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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