SequenceDropout

class deeplay.blocks.sequence.sequence1d.SequenceDropout(p=0.0)

Bases: Module

Dropout layer for sequences.

Ensures that the dropout mask is not applied to the hidden state. Also works with packed sequences. If input data is a tensor, the dropout is applied as usual.

Parameters

p: float

Probability of an element to be zeroed. Default: 0.0

Methods Summary

forward(x)

Define the computation performed at every call.

Methods Documentation

forward(x)

Define the computation performed at every call.

Should be overridden by all subclasses.

Note

Although the recipe for forward pass needs to be defined within this function, one should call the Module instance afterwards instead of this since the former takes care of running the registered hooks while the latter silently ignores them.