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approachingalmost

Approaching (Almost) Any Machine Learning Problem

autofdo

AutoFDO

autophase

awesome-machine-learning-in-compilers

Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

baco

benchcast

BenchCast is a performance evaluation tool that uses profiling (PAPI), application sampling and synchronization mechanisms to overcome limitations of current evaluation alternatives

boca

bolt

Binary Optimization and Layout Tool - A linux command-line utility used for optimizing performance of binaries

cit

《自己动手构造编译系统：编译、汇编与链接》随书源码

cobayn

COBAYN: Compiler Autotuning Framework Using Bayesian Networks

compilergym

Reinforcement learning environments for compiler and program optimization tasks

comptuner

cutlass

CUDA Templates for Linear Algebra Subroutines

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

gcc

gengzhige-deep-learning

《深度学习必修课：进击算法工程师》配套代码

gengzhige-machine-learning

《机器学习必修课：经典算法与Python实战》配套代码

gengzhige-reinforcement-learning

《强化学习必修课：引领智能新时代》配套代码

gpu-burn

Multi-GPU CUDA stress test

hands-on-ml

https://hml.boyuai.com

hands-on-rl-

https://hrl.boyuai.com/

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 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。

heu_kms_activator

k-means-

K-Means Optimization using GCC compiler's Vector Processing and OpenMP

llov

LLOV: LLVM OpenMP Verifier - : A Fast Static Data-Race Checker for OpenMP Programs

looptune

This project defines loop_tool environment for CompilerGym. It enables agent to use loop_tool primitives to find the best loop execution schedule

mediapipe-face-detector-cpp

Mediapipe face detector tflite model running, without using mediapipe framework, c++ implementation.

mediapipe_cpp_lib

mediapipe_face_iris_cpp

Real-time Face and Iris Landmarks Detection using C++