Skip to content
This repository has been archived by the owner. It is now read-only.
develop
Go to file
Code

Latest commit

 

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

README.rst

DEPRECATED!!!!!!!!!!!

This repository is not used anymore. The code for MLBench is now found in https://github.com/mlbench/mlbench-core https://github.com/mlbench/mlbench-benchmarks https://github.com/mlbench/mlbench-dashboard https://github.com/mlbench/mlbench-helm https://github.com/mlbench/mlbench-docs

mlbench: Distributed Machine Learning Benchmark

https://travis-ci.com/mlbench/mlbench.svg?branch=develop Documentation Status

A public and reproducible collection of reference implementations and benchmark suite for distributed machine learning algorithms, frameworks and systems.

Features

  • For reproducibility and simplicity, we currently focus on standard supervised ML, including standard deep learning tasks as well as classic linear ML models.
  • We provide reference implementations for each algorithm, to make it easy to port to a new framework.
  • Our goal is to benchmark all/most currently relevant distributed execution frameworks. We welcome contributions of new frameworks in the benchmark suite.
  • We provide precisely defined tasks and datasets to have a fair and precise comparison of all algorithms, frameworks and hardware.
  • Independently of all solver implementations, we provide universal evaluation code allowing to compare the result metrics of different solvers and frameworks.
  • Our benchmark code is easy to run on public clouds.

Community

About us: See :doc:`Authors </authors>`

Mailing list: https://groups.google.com/d/forum/mlbench

Contact Email: mlbench-contact@googlegroups.com

About

!!!!!DEPRECATED!!!! distributed machine learning benchmark - a public benchmark of distributed ML solvers and frameworks

Resources

License

You can’t perform that action at this time.