avalanche.evaluation.metrics.CumulativeAccuracyPluginMetric
- class avalanche.evaluation.metrics.CumulativeAccuracyPluginMetric(reset_at='stream', emit_at='stream', mode='eval')[source]
- __init__(reset_at='stream', emit_at='stream', mode='eval')[source]
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)