mabor::train

Struct MetricEarlyStoppingStrategy

pub struct MetricEarlyStoppingStrategy { /* private fields */ }
Expand description

An early stopping strategy based on a metrics collected during training or validation.

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impl MetricEarlyStoppingStrategy

pub fn new<Me>( metric: &Me, aggregate: Aggregate, direction: Direction, split: Split, condition: StoppingCondition, ) -> MetricEarlyStoppingStrategy
where Me: Metric,

Create a new early stopping strategy based on a metrics collected during training or validation.

§Notes

The metric should be registered for early stopping to work, otherwise no data is collected.

Trait Implementations§

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impl EarlyStoppingStrategy for MetricEarlyStoppingStrategy

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fn should_stop(&mut self, epoch: usize, store: &EventStoreClient) -> bool

Update its current state and returns if the training should be stopped.

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Adapt the type to be passed to a metric.
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