Introduction to NNI Training Services

• Overview
  • What is Training Service?
  • How to use Training Service?
  • Built-in Training Services
  • What does Training Service do?
• Local
  • View experiment results
  • Using multiple local GPUs to speed up search
• Remote
  • Requirements
    • Linux
    • Windows
  • Run an experiment
    • Configure python environment
• OpenPAI
  • Setup environment
  • Run an experiment
    • Trial configurations
    • OpenPAI configurations
  • data management
  • version check
• Kubeflow
  • Prerequisite for on-premises Kubernetes Service
  • Prerequisite for Azure Kubernetes Service
  • Design
  • Supported operator
  • Supported storage type
  • Run an experiment
  • version check
• AdaptDL
  • Prerequisite for Kubernetes Service
    • Verify Prerequisites
  • Run an experiment
    • NFS Storage
  • Monitor via Log Stream
  • Monitor via TensorBoard
• FrameworkController
  • Prerequisite for on-premises Kubernetes Service
  • Prerequisite for Azure Kubernetes Service
  • Setup FrameworkController
  • Design
  • Example
  • How to run example
  • version check
• DLTS
  • Setup Environment
• AML
  • Setup environment
  • Run an experiment
• Hybrid
  • Setup environment
  • Run an experiment