Plan Rules Object

A description of what a client is allowed to do under a specific plan.

Fields

KeyTypeValue
max_categorical_breadthintHow many distinct categorical values experiments can have across all parameters.
max_checkpointsintThe max number of training monitor checkpoints that can be created during a training run.
max_conditionals_breadthintHow many distinct conditional values experiments can have across all parameters.
max_constraintsintHow many constraints experiments can have.
max_dimensionintHow many parameters experiments can have.
max_experimentsintHow many experiments the client is allowed to create in each period.
max_observationsintHow many observations each experiment can have.
max_parallelismintHow many open suggestions each experiment can have concurrently.
max_solutionsintHow many solutions experiments can have.

Example

{
  "max_categorical_breadth": 6,
  "max_conditionals_breadth": 3,
  "max_dimension": 10,
  "max_experiments": 10,
  "max_observations": 150,
  "max_parallelism": 6,
  "object": "plan_rules"
}