ML_Console

A Modular Framework for Managing Distributed Nueral Networks

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Dependencies

1. Build

In order to build this framework, you need go version 1.17 or later.

2. Install

These tools are a neccessity for scripts to execute properly. The listed command is for Ubuntu 20.04.

sudo apt install -fy ssh-client sed ansible

A High Level Overview

• Written in Go, this framework automates the creation, customization, and execution of Ansible Playbooks.
• This framework is incredibly modular, so there is always potential to expand its capability.

Module Name	What it Does
Hosts	Manage Adding/Removing Nodes From Cluster
Shell	Manage Nodes With A More Shell-Like Experience
Data	Manage Transfering Data For NN Models Across Nodes
Model	Manage NN Models for Single-Node or Distributed Learning Accross Nodes

How to work with the Modules

1. Hosts see wiki
2. Shell see wiki
3. Data see wiki
4. Model see wiki

Adding Modules

Adding your own modules is very straightforward. See wiki here.