keraflow.callbacks.EarlyStopping Class Reference

Stop training when a monitored quantity has stopped improving. More...

Inheritance diagram for keraflow.callbacks.EarlyStopping:

Public Member Functions
def	__init__

Detailed Description

Stop training when a monitored quantity has stopped improving.

Constructor & Destructor Documentation

def keraflow.callbacks.EarlyStopping.__init__	(		self,
			monitor = 'val_loss',
			patience = 0,
			verbose = 0,
			mode = 'auto'
	)

Parameters

monitor	str. Quantity to monitor.
patience	number of epochs with no improvement after which training will be stopped.
verbose	verbosity mode, 0 or 1.
mode	one of {auto, min, max}. Decides if the monitored quantity improves. If set to max, increase of the quantity indicates improvement, and vice versa. If set to 'auto', behaves like 'max' if monitor contains substring 'acc'. Otherwise, behaves like 'min'.