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Experiment Control and Tracking

Project description

XPCTL

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.

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

Project details


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