# chainer.functions.zoneout¶

chainer.functions.zoneout(h, x, ratio=.5)[source]

Drops elements of input variable and sets to previous variable randomly.

This function drops input elements randomly with probability ratio and instead sets dropping element to their previous variable. In testing mode , it does nothing and just returns x.

Parameters
Returns

Output variable.

Return type

Variable