avalanche.evaluation.metrics.CumulativeAccuracyPluginMetric

class avalanche.evaluation.metrics.CumulativeAccuracyPluginMetric(reset_at='stream', emit_at='stream', mode='eval')

__init__(reset_at='stream', emit_at='stream', mode='eval')

Creates the CumulativeAccuracy plugin metric, this stores and updates the Cumulative Accuracy metric described in “On the importance of cross-task features for class-incremental learning” Soutif et. al, https://arxiv.org/abs/2106.11930

Methods

__init__([reset_at, emit_at, mode])	Creates the CumulativeAccuracy plugin metric, this stores and updates the Cumulative Accuracy metric described in "On the importance of cross-task features for class-incremental learning" Soutif et.
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, **kwargs)
before_training_iteration(strategy)
before_update(strategy)
reset()	Resets the metric internal state.
result()	Obtains the value of the metric.
update(strategy)