SI

Arguments

Options

--cfloat

Help: surrogate loss weight parameter c

• Default: None

--xifloat

Help: xi parameter for EWC online

• Default: None

Classes

class models.si.SI(backbone, loss, args, transform, dataset=None)

Bases: ContinualModel

Continual Learning Through Synaptic Intelligence.

COMPATIBILITY: List[str] = ['class-il', 'domain-il', 'task-il']

NAME: str = 'si'

end_task(dataset)

static get_parser(parser)

Return type:

ArgumentParser

get_penalty_grads()

observe(inputs, labels, not_aug_inputs, epoch=None)

penalty()