Liaukx

How_to_optimize_in_GPU

This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel 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.

Examples

LaTeX Examples Document Source

Examples

LaTeX Examples Document Source

kokkos

Kokkos C++ Performance Portability Programming Ecosystem: The Programming Model - Parallel Execution and Memory Abstraction

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

LeetcodeTop

汇总各大互联网公司容易考察的高频leetcode题🔥

ncnn-with-cuda

Tencent NCNN with added CUDA support

ncnn

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

kernel_memory_management

总结整理linux内核的内存管理的资料，包含论文，文章，视频，以及应用程序的内存泄露，内存池相关

aimto408

🇨🇳🇨🇳🇨🇳这个repo是为了那些准备死磕 计算机考研 4️⃣0️⃣8️⃣的考研党准备的，当然你如果4门课中的部分也可以看看，欢迎star📝📝📝，祝你们一战成硕🏆🏆🏆~~（更新23年大纲变化----2023年408和数学基本无变化）

how-to-optimize-gemm

row-major matmul optimization

cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

benchmark

Megatron-LM

Ongoing research training transformer models at scale

Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

machine-learning-toy-code

《机器学习》（西瓜书）代码实战

tutorials

This repository contains tutorials and examples for Triton Inference Server

Zero-DCE

Zero-DCE code and model

Awesome-Low-Light-Enhancement

Awesome Low-light Enhancement

stylegan2

StyleGAN2 - Official TensorFlow Implementation

KinD

Kindling the Darkness: a Practical Low-light Image Enhancer

cmake-examples-Chinese

快速入门CMake,通过例程学习语法。在线阅读地址：https://sfumecjf.github.io/cmake-examples-Chinese/

translation-Introduction-to-HPC

为 Eijhout 教授的Introduction to HPC提供中文翻译、 PPT和Lab。

parsl

Parsl - a Python parallel scripting library

CUDA_Freshman

Cplusplus-Concurrency-In-Practice

A Detailed Cplusplus Concurrency Tutorial 《C++ 并发编程指南》

tensorflow

图解tensorflow 源码

awesome-database-learning

A list of learning materials to understand databases internals

learning-growth

「一叶知秋」集散地，主要是我的一些阅读、学习、社交、研究、思考、放松娱乐记录整理。

mpi-boruvka-mst

Get Minimum Spanning Tree of a connected Graph using Boruvka's Algorithm and MPI.