ExAssist is an light-weight assist tool that can save your time from doing experiments. It is designed to help you with:
Track the configurations for each experiment.
Record any temporary data during experiments.
Gather host information for each experiment.
pip install ExAssist
Download the template files into your experiment root directory.
Write up your experiments in main.py:
import ExAssist as EA # Get an instance of ExAssist just like getting a logger. assist = EA.getAssist('Test') with EA.start(assist) as assist: # Here starts your experiments. for i in range(100): assist.info['loss'] = 100 - i assist.step()
Run your experiment:
More details, please see http://exassist.zhouyichu.com/en/latest/quickstart.html.
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