Yoyo-Luming/SCOS-EA

Selection of Compiler Optimization Sequence based on Evolutionary Algorithms

Selection of Compiler Optimization Sequence based on Evolutionary Algorithms

A Demo Project of using evolutionary algorithms to solve the compiler optimization sequence selection problem.

DataSet

We use PolyBench and cBench from ctuning-programs.

Installation

 $ pip install ck
 $ ck pull ck pull repo:ck-env
 $ ck pull repo:ck-autotuning
 $ ck pull repo:ctuning-programs
 $ ck pull repo:ctuning-datasets-min

Then you compile and run programs in datasets as follows:

$ ck compile program:cbench-automotive-susan --speed
$ ck run program:cbench-automotive-susan

Basic Usage

python main.py -d {dataset name} -m {model name}