Containers with custom training algorithms

This section explains how Amazon SageMaker AI interacts with a Docker container that runs your custom training algorithm. Use this information to write training code and create a Docker image for your training algorithms.

Topics

How Amazon SageMaker AI Runs Your Training Image
How Amazon SageMaker AI Provides Training Information
Run Training with EFA
How Amazon SageMaker AI Signals Algorithm Success and Failure
How Amazon SageMaker AI Processes Training Output

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Document Conventions

Container creation with your own algorithms and models

Run Your Training Image