Caliban

latest

Getting Started

Prerequisites
Getting Caliban
Setting up Google Cloud

Using Caliban

caliban shell
caliban notebook
caliban run
caliban cloud
caliban build
caliban cluster
caliban status
caliban stop
caliban resubmit
expansion

Exploring Further

Why Caliban and Docker?
What’s the Base Docker Image?
Custom Docker Run Arguments
Declaring Requirements
Experiment Groups
calibanconfig
Custom Script Arguments
Experiment Broadcasting
Experiment Config via stdin, pipes
What can Caliban Execute?
GCloud and GSUtil Authentication
Caliban on a Mac

Common Recipes

Passing Flags via –flagfile
Using a Single GPU
Mounting a Local Directory for Data Persistence
dockerignore speeds up builds

Cloud-Specific Tutorials

Job Labels
Customizing Machines and GPUs
TPUs on AI Platform
Rate Limiting
Creating a Service Account Key
Application Default Credentials
Creating a Bucket

Caliban + GKE

GKE Concepts
GKE Prerequisites
Cluster Management
Single Job Submission

Caliban

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