step

Every step defines a separate type of execution such as training or evaluation.

Here is an overview of the five valid step properties:

  • name: name of the step such as “feature-extraction” or “model-training”
  • environment: (optional) default environment slug that specifies hardware and location e.g. “aws-eu-west-1-g3s-xlarge”
  • image: default Docker image that will be used as the runtime environment
  • command: one or more commands that are ran during execution
  • inputs: (optional) files available during execution
  • parameters: (optional) valid parameters that can be passed to the commands