MockingBird/models/ppg_extractor/encoder/swish.py

19 lines
483 B
Python

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
# Copyright 2020 Johns Hopkins University (Shinji Watanabe)
# Northwestern Polytechnical University (Pengcheng Guo)
# Apache 2.0 (http://www.apache.org/licenses/LICENSE-2.0)
"""Swish() activation function for Conformer."""
import torch
class Swish(torch.nn.Module):
"""Construct an Swish object."""
def forward(self, x):
"""Return Swich activation function."""
return x * torch.sigmoid(x)