Experiment Control and Tracking
xpctl is software to track experimental results and provide access to a global leaderboard. After running an experiment, the results and the logs are committed to a database. Several commands are provided to show the best experimental results under various constraints.
xpctl was developed as the primary backend for experiment storage for mead-baseline.
xpctl requires a database to be installed locally or an accessible server. We currently support: mongodb and postgresql), but the base classes can be extended to support other databases. Create a database called
reporting_db in your db instance.
- Install the server
- Install the client
pip install mead-xpctl
- or locally with
pip install -e .
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