Caliban is a tool developed at Google AI for launching and tracking machine learning jobs in Docker containers. It provides a seamless bridge between local development and Cloud execution on Google Cloud AI Platform, ensuring perfect reproducibility by containerizing your entire research environment. Caliban handles the boilerplate of Docker image creation, GPU configuration, experiment tracking, and job submission so researchers can focus on their models.
Caliban
Docker-based job runner for reproducible AI research