HPGO
Hybrid Parallelism Global Orchestration
(Project Name TBD)
Get Started
Install
From Rust Cargo, as a Rust crate
From Python PyPI, as a Python3 package
Build from source
# library produced under targets/release/libHPGO.so
Use
# Import HPGO Python API from HPGO.so
# Construct the Conductor object
=
=
License
This project is open sourced under the terms of BSD-3-Clause, details of which can be found in the LICENSE
file
If you apply this library to any project and research, please cite this code:
@misc{HPGO,
author = {Yi Rong},
title = {HPGO, [{Hybrid Parallelism} Global Orchestration]},
howpublished = {\url{https://github.com/LER0ever/HPGO}},
year = {2020}
}
The project contains source code from PipeDream, a Microsoft Research project licensed under the MIT License. Code taken from Pipedream includes a Rust file src/input/torch_graph_py.rs
, several profiling data files under the profiles
directory, and the contrib
directory.
This project also contains profiling data provided by the AlibabaPAI/DAPPLE project. The development of the DAPPLE planner continues here.