DKube User Guide

Contents:

• Getting Started
  • Overview
  • Initiating Dashboard and Workflow Screens
    • Providing the License Token
    • Authentication Credentials
      • Local Authorization
      • Backend Authorization
      • GitHub Authorization
        • OAuth Details
        • Access Token Details
      • LDAP Authorization
• Using DKube
  • DKube Roles, Workflow, & Cluster Types
  • DKube Training Activities
  • First Time Users
• Operator Role
  • DKube Operator Concepts
    • Operation of Pools
      • Default Pool and Group
      • Clustered Pools
  • Initial Operator Workflow
• Data Scientist Role
  • DKube Data Scientist Concepts
    • DKube Concepts
    • Pipeline Concepts
    • Shared Data
    • Tags & Description
    • Run Scheduling
    • Status Field of IDEs & Runs
  • MLOps Concepts
    • Comparing Models
    • Tracking and Lineage
      • Run, Model, and Dataset Lineage
      • Dataset Usage
    • Versioning
  • Hyperparameter Optimization
    • Katib Within DKube
  • Kubeflow Pipelines
    • Pipeline Definition
    • Pipeline Component
    • Pipeline Example
    • Kubeflow Within DKube
• Data Scientist Tutorial
  • General Workflow
  • Create Project
  • Create Dataset
  • Create Model
  • Create Notebook
    • Basic Submission Screen
    • Repo Submission Screen
  • Open JupyterLab Notebook
  • Create Training Run
    • Basic Submission Screen
    • Repos Submission Screen
      • Input Selections
      • Output Selection
  • Create Test Inference
  • Test the Trained Model
• Operator Dashboard & Workflow
  • Operator Menu
  • Operator Dashboard
  • DVS
    • Metadata Source
    • Storage Source
      • S3 or Minio
      • GCS
  • Cluster Management
    • Cluster Credentials
    • DKube Status Information
    • DKube License Update
    • DKube OAuth Token
  • Node, Device, & Cluster Status
  • Operator Workflow
  • Pool Management
    • Create Pool
    • Edit Pool
    • Delete Pool
  • Group Management
    • Create Group
    • Edit Group
    • Delete Group
  • User Management
    • Add (On-Board) User
    • Select User Role
    • Move User Between Groups
    • Delete User
• Data Scientist Dashboard & Workflow
  • Data Scientist Menu
  • Data Scientist Dashboard
  • Data Scientist Workflow
    • Shared Data
  • Hyperparameter Optimization
  • Example Project and Dataset Locations
    • Mnist Digits Classification
    • Cat & Dog Classification
  • Repos
  • Projects
    • Add a Project
      • Fields for Adding a Project
        • Git
          • Bitbucket Access
          • Private Authentication
    • Delete a Project
  • Datasets
    • Dataset Details
      • Dataset Version Detail
      • Dataset Version Lineage
    • Add a Dataset
      • Datasets Used for Training Input
      • Datasets Used for Preprocessing Output
      • Adding the Dataset
      • Fields for Adding a Dataset
        • Git
          • Bitbucket Access
          • Private Authentication
        • S3
        • GCS
        • K8S
        • NFS
        • Other
    • Delete a Dataset
  • Models
    • Model Details
      • Model Version Details
      • Model Version Lineage
    • Add a Model
    • Model Workflow
      • Compare Models
      • Model Actions
      • Edit Model
      • Test Model
      • Release Model
      • Publish Model
  • IDEs
    • Special “DKube” Notebook
    • TensorBoard
    • IDE Actions
    • IDE Details
    • Create IDE
      • Mount Path for Datasets and Models
      • Basic Submission Screen
      • Repo Submission Screen
      • Configuration Screen
        • Hyperparameters
        • GPUs
    • Delete IDE
  • Runs
    • Groups
    • Templates
    • Training Runs
      • TensorBoard
      • Training Run Actions
      • Hyperparameter Optimization
      • Training Run Details
      • Lineage
      • Create Training Run
      • Mount Path for Datasets and Models
      • New Training Run Fields
        • Basic Submission Screen
        • Repo Submission Screen
        • Configuration Submission Screen - Hyperparameter Tuning
        • Configuration Submission Screen - GPU Distribution
      • Stop Run
    • Preprocessing Runs
      • Create Preprocessing Run
      • New Preprocessing Run Fields
        • Basic Submission Screen
        • Repo Submission Screen
  • Test Inferences
    • Testing the Inference
  • Kubeflow Pipelines
    • Create Project & Dataset
    • Create Pipeline
    • Managing Pipelines
      • Managing Experiments and Runs
• Production Engineer Dashboard & Workflow
  • Deployment Workflow
• Troubleshooting
  • Error Retrieving or Displaying Information
    • Symptom
    • Cause/Action
  • Problems Accessing DKube url
    • Symptom
    • Cause/Action
  • Deleting a repo or run does not work
    • Symptom
    • Cause/Action
  • Notebook or Job Loading Slowly
    • Symptom
    • Cause/Action
  • Error Status for Notebook or Run
    • Symptom
    • Cause/Action
  • GPUs are Not Available on Master Node
    • Symptom
    • Cause/Action
  • Special Notebook “DKube” is in the stopped state
    • Symptom
    • Cause/Action
  • Jupyter Notebook Takes a Long Time to Load
    • Symptom
    • Cause/Action
  • 404 Error Message from Notebook or Run Screen
    • Symptom
    • Cause/Action
  • Insufficient GPU Message Even Though the Pool is Large Enough
    • Symptom
    • Cause/Action
  • GitHub Users Do Not Appear from On-Board Popup
    • Symptom
    • Cause/Action
  • Configuration ini file is not found when running dkubectl command within Notebook
    • Symptom
    • Cause/Action

Indices and tables

• Index

• Module Index

• Search Page