Pinned Repositories
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
catbench
compTuner
liangminghuang's Repositories
liangminghuang/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
liangminghuang/BenchCast
BenchCast is a performance evaluation tool that uses profiling (PAPI), application sampling and synchronization mechanisms to overcome limitations of current evaluation alternatives
liangminghuang/BOCA
liangminghuang/catbench
liangminghuang/CompilerGym
Reinforcement learning environments for compiler and program optimization tasks
liangminghuang/cutlass
CUDA Templates for Linear Algebra Subroutines
liangminghuang/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。
liangminghuang/Gengzhige-Deep-Learning
《深度学习必修课：进击算法工程师》配套代码
liangminghuang/Gengzhige-Reinforcement-Learning
《强化学习必修课：引领智能新时代》配套代码
liangminghuang/gpu-burn
Multi-GPU CUDA stress test
liangminghuang/Hands-on-ML
https://hml.boyuai.com
liangminghuang/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。
liangminghuang/Heureka
liangminghuang/MCompiler
A Multiple Compiler Framework for Improved Performance and Efficiency
liangminghuang/memoir
A case for representing data collections and objects in the LLVM IR
liangminghuang/ml-compiler-opt
Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.
liangminghuang/ncc_inst2vec
Neural Code Comprehension: A Learnable Representation of Code Semantics
liangminghuang/nevergrad
A Python toolbox for performing gradient-free optimization
liangminghuang/ocolos-public
Ocolos is the first online code layout optimization system for unmodified applications written in unmanaged languages.
liangminghuang/opentuner
An extensible framework for program autotuning
liangminghuang/PolyhedralCompilers
liangminghuang/PROMPT
liangminghuang/pytorch-image-models-TIMM
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
liangminghuang/QuillBot-Premium-Crack
Unlock: Paraphrase unlimited words, 7 Writing mode , 4 Synonyms options, 6000 Summarizer word limit, 15 Sentences processed at once, Unlimited Freeze Words and phrases (101k active users' choices)
liangminghuang/ray_include_RLlib
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
liangminghuang/rebasedl-pass
LLVM out-of-tree pass that identifies opportunities for region-based structure splitting, field reordering, and data packing.
liangminghuang/RLCompOpt
Learning Compiler Pass Orders using Coreset and Normalized Value Prediction. (ICML 2023)
liangminghuang/RPG2-public
RPG^2 is a pure-software system that operates on running C/C++ programs, profiling them, injecting prefetch instructions, and then tuning those prefetches to maximize performance.
liangminghuang/segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
liangminghuang/yarpgen
Yet Another Random Program Generator