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Xiao's CUDA Optimization Guide [NO LONGER ADDING NEW CONTENT]
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Transformer related optimization, including BERT, GPT
A simple high performance CUDA GEMM implementation.
Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.
how to optimize some algorithm in cuda.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Universal LLM Deployment Engine with ML Compilation
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
A collection of resources and papers on Diffusion Models
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation [IJCV2023]
涵盖C++ Primer 5th、 effective C++ 、 STL api和demos C++ 基础知识与理论、 智能指针、C++11、 Git教程 Linux命令 Unix操作系统（进程、线程、内存管理、信号）计算机网络、 数据结构（排序、查找）、数据库、、C++对象模型、 设计模式、算法（《剑指offer》、leetcode、lintcode、hihocoder、《王道程序员求职…
Interview Questions for Google, Amazon, Apple, etc. 根据超过 2000 篇真实面经整理的腾讯，阿里，字节跳动，Shopee，美团，滴滴高频面试题
🔥🔥「InterviewGuide」是阿秀从校园->职场多年计算机自学过程的记录以及学弟学妹们计算机校招&秋招经验总结文章的汇总，包括但不限于C/C++ 、Golang、JavaScript、Vue、操作系统、数据结构、计算机网络、MySQL、Redis等学习总结，坚持学习，持续成长！
关于书籍CUDA Programming使用了pycuda模块的Python版本的示例代码
E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance Segmentation
Samples for CUDA Developers which demonstrates features in CUDA Toolkit