allennlp-autorun

This is a script to automate running multiple models with minor changes to the config. Inspired from a HW from Prof. Sameer Singh.

encoders.py - This file contains the script to extend the base config mentioned at ./test/config with the mentioned custom config at encoders.py:18.

What it does?

• The script creates multiple config files and saves them at ./test/config/.
• Runs all the listed config files with AllenNLP and saves the models to ./test/models/.
• Collects best_validation_accuracy3 metric for all the models and saves the list at ./test/results/autogen_results
• [Only on macOS] Once all the models are processed, plays an alarm so that you can run to your laptop to check the results. 😄