Google Research

Caliban: Docker-based job manager for reproducible workflows

Journal of Open Source Software, vol. 5 (2020), pp. 2403

Abstract

Caliban is a command line tool that helps researchers launch and track their numerical experiments in an isolated, reproducible computing environment. It was developed by machine learning researchers and engineers, and makes it easy to go from a simple prototype running on a workstation to thousands of experimental jobs running in a Cloud environment.

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