Early stopping

You have the option to define early stopping criteria for both executions and Tasks, allowing you to halt their progression based on specific metadata values.

1. Create a new execution or Task.
2. In the Runtime section, check the box labeled ‘Set stop condition.’
3. Define your early stopping rule; for instance, you can set a condition like ‘when accuracy is greater than 0.9.’
4. Start your execution.

Valohai monitors the metadata for the specified key, such as ‘accuracy,’ and once its value exceeds 0.9, the execution will be automatically terminated.