This repo is an extension to timeloop to support more general simulation of tensor programs.
- install required software/libs
sudo apt install scons libconfig++-dev libboost-dev libboost-iostreams-dev libboost-serialization-dev libyaml-cpp-dev libncurses-dev libtinfo-dev libgpm-dev git build-essential python3-pip- install tileflow
git clone --recursive git@github.com:pku-liang/TileFlow.git
cd TileFlow
export TILEFLOW_BASE=$(pwd)
# build timeloop
cd 3rdparty/timeloop/src
ln -s ../pat-public/src/pat .
cd ..
scons -j4 --static
# build tileflow
cd ../..
scons -j4 --static
# add bin to path
source ./setup-env.sh - check installation
# test parser
cd ./tests/cases/08-test-2mm # a sample input for 2mm.
tileflow arch/* prob/* map/* # the order is not important- Run tutorials in
tutorials. Run validation experiment inAE/validation.
@inproceedings{tileflow,
author = {Size Zheng and
Siyuan Chen and
Siyuan Gao and
Liancheng Jia and
Guangyu Sun and
Runsheng Wang and
Yun Liang},
title = {TileFlow: {A} Framework for Modeling Fusion Dataflow via Tree-based
Analysis},
booktitle = {Proceedings of the 56th Annual {IEEE/ACM} International Symposium
on Microarchitecture, {MICRO} 2023, Toronto, ON, Canada, 28 October
2023 - 1 November 2023},
pages = {1271--1288},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3613424.3623792},
doi = {10.1145/3613424.3623792},
timestamp = {Sun, 31 Dec 2023 19:06:27 +0100},
biburl = {https://dblp.org/rec/conf/micro/0001CGJ0W023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}