avalanche.evaluation.metrics.TrainedExperienceRMSE

class avalanche.evaluation.metrics.TrainedExperienceRMSE

At the end of each experience, this plugin metric reports the average RMSE for only the experiences that the model has been trained on so far.

This metric only works at eval time.

__init__()

Creates an instance of TrainedExperienceRMSE metric by first constructing RMSEPluginMetric

Methods

__init__()	Creates an instance of TrainedExperienceRMSE metric by first constructing RMSEPluginMetric
after_backward(strategy)
after_eval(strategy)
after_eval_dataset_adaptation(strategy)
after_eval_exp(strategy)
after_eval_forward(strategy)
after_eval_iteration(strategy)
after_forward(strategy)
after_train_dataset_adaptation(strategy)
after_training(strategy)
after_training_epoch(strategy)
after_training_exp(strategy)
after_training_iteration(strategy)
after_update(strategy)
before_backward(strategy)
before_eval(strategy)
before_eval_dataset_adaptation(strategy)
before_eval_exp(strategy)
before_eval_forward(strategy)
before_eval_iteration(strategy)
before_forward(strategy)
before_train_dataset_adaptation(strategy)
before_training(strategy)
before_training_epoch(strategy)
before_training_exp(strategy)
before_training_iteration(strategy)
before_update(strategy)
reset()	Resets the metric internal state.
result()	Obtains the value of the metric.
update(strategy)	Only update the RMSE with results from experiences that have been trained on