https://github.com/aetros/aetros-cli

AETROS CLI + SDK. Command line application to manage/monitor machine learning training in AETROS Trainer
https://github.com/aetros/aetros-cli

deep-learning machine-learning tensorflow theano

Last synced: about 2 months ago
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AETROS CLI + SDK. Command line application to manage/monitor machine learning training in AETROS Trainer

• Host: GitHub
• URL: https://github.com/aetros/aetros-cli
• Owner: aetros
• License: mit
• Archived: true
• Created: 2016-07-26T15:15:13.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2018-02-27T12:02:35.000Z (over 6 years ago)
• Last Synced: 2024-07-12T12:45:04.470Z (2 months ago)
• Topics: deep-learning, machine-learning, tensorflow, theano
• Language: Python
• Homepage: http://aetros.com/trainer
• Size: 804 KB
• Stars: 110
• Watchers: 8
• Forks: 28
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# AETROS CLI + Python SDK







[![Build Status](https://travis-ci.org/aetros/aetros-cli.svg?branch=master)](https://travis-ci.org/aetros/aetros-cli)

[![PyPI version](https://badge.fury.io/py/aetros.svg)](https://badge.fury.io/py/aetros)

This package is a python application you

 - Want to start jobs from your local PC on remote server

 - Want to start jobs from your local PC on local machine

 - Want to connect your server as cluster computing server in AETROS Trainer

 - You want to use certain features of the Python SDK (e.g. job actions)

### How to use AETROS CLI

Please see our documentation [AETROS CLI: Getting started](http://aetros.com/docu/trainer/getting-started).

### How to use AETROS Python SDK

Please see our documentation [Python SDK: Getting started](http://aetros.com/docu/python-sdk/getting-started).

## Installation

```bash

$ sudo pip install aetros

# update

$ sudo pip install aetros --upgrade

```

### Requirement

For simple models (where we generate the Keras code for you), you need to install Keras 2 (<=2.1.2), Tensorflow and Python 2.7/3.

For custom models (where you start any command and might integrate our Python SDK), you only need Python 2/3.

## Installation development version

If you want to install current master (which is recommended during the closed-beta) you need to execute:

```bash

$ git clone https://github.com/aetros/aetros-cli.git

$ cd aetros-cli

$ make dev-install

$ aetros --help

$ # maybe you have to execute aetros-cli commands using python directly

$ python -m aetros --help

```

To debug issues, you can try to enable debug mode using `DEBUG=1` environment variable in front of the command, example:

```bash

$ DEBUG=1 python -m aetros start owner/model-name/cd877e3f91e137394d644f4b61d97e6ab47fdfde

2017-09-04 17:18:52 osx.fritz.box aetros-job[11153] DEBUG Home config loaded from /Users/marc/.aetros.yml

...

```

You can alternatively to `git clone` download the zip at https://github.com/aetros/aetros-cli/archive/master.zip.