Heimdall Watchtower:
Training Progress Email Notifier

Usage • Screenshots • Languages • Credits • Licence

Overview

Heimdall watchtower automatically sends you emails to notify you of the latest progress of your deep learning programs. In this way, you will know how the training goes wherever you are. You will also know as soon as your program has been terminated by other users :-)

Usage

Quick Start

Simply run

python email_test.py

Please note: The test email is sent through a temporal gmail account. It may reach its capacity for sending emails through the SMTP server. In this case, you will receive no test email.

Setup Your Own Email Address

Go to the file email_config.py and change the email address as well as password there. You may need to open the SMTP service from your email service provider. You may register for a new gmail account. Then, open the SMTP service for the new gmail account and allow the new account for less-secure app access. Instructions:

• Open SMTP
• Allow Less-Secure APP Access

Email Types

We provide three types of emails:

1. Experiment Progress: In the middle of one experiment, when you wish to see the results after one epoch, you may use this one.
2. Experiment Complete: When one experiment has completed, you can send this email.
3. Emergency: When your program has terminated unexpectedly, this email can be applied.

Screenshots

Languages

Currently we support English and Chinese. Development of more languages are welcome.

Contacts

If you have any questions regarding this implementation. Please lodge Github issues. You can also contact Zhenyue Qin ([email protected]).

Credits

The icon was downloaded from Freeplk:

• Freeplk

The code of email template is based on: https://github.com/ThinkGoBig/templates.

Licence

CC-BY-4.0