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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