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Tutorial of Distributed ZOOpt

Yang Yu edited this page Feb 16, 2018 · 8 revisions

Distributed ZOOpt is a distributed version of ZOOpt for zeroth-order optimization. This documentation intends to explain how to use Distributed ZOOpt to perform large-scale optimization through utilizing many cores/computers.

Table of Content

Quick Start

An Example of Using Distributed ZOOpt in Multiple Machines

An Example of Using Distributed ZOOpt in Large Cluster

A Generic Process to Use Distributed ZOOpt

Commonly Used Parameter Setting

Use Distributed ZOOpt to Solve a Subset Selection Problem