Experiment Control and Tracking
Project description
XPCTL
xpctl is a command-line interface 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.
Prerequisite
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.
Installation
- Install the server
- Install the client
pip install mead-xpctl- or locally with
pip install -e .
Documentation
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Source Distribution
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