noether.core.callbacks.early_stoppers.metric

Classes

MetricEarlyStopper

Early stopper (training) based on a metric value to be monitored.

Module Contents

class noether.core.callbacks.early_stoppers.metric.MetricEarlyStopper(callback_config, **kwargs)

Bases: noether.core.callbacks.early_stoppers.base.EarlyStopperBase

Early stopper (training) based on a metric value to be monitored.

Example config:

- kind: noether.core.callbacks.MetricEarlyStopper
  every_n_epochs: 1
  metric_key: loss/val/total
  tolerance: 0.10
  name: MetricEarlyStopper

Parameters:

• callback_config (noether.core.schemas.callbacks.MetricEarlyStopperConfig) – Configuration for the callback. See MetricEarlyStopperConfig for available options including metric key and tolerance.

• **kwargs – Additional arguments to pass to the parent class.

metric_key

higher_is_better

tolerance

tolerance_counter = 0

best_metric