mirror of
https://github.com/babysor/MockingBird.git
synced 2024-03-22 13:11:31 +08:00
19 lines
535 B
Python
19 lines
535 B
Python
|
import torch.nn as nn
|
||
|
import torch.nn.functional as F
|
||
|
|
||
|
class PreNet(nn.Module):
|
||
|
def __init__(self, in_dims, fc1_dims=256, fc2_dims=128, dropout=0.5):
|
||
|
super().__init__()
|
||
|
self.fc1 = nn.Linear(in_dims, fc1_dims)
|
||
|
self.fc2 = nn.Linear(fc1_dims, fc2_dims)
|
||
|
self.p = dropout
|
||
|
|
||
|
def forward(self, x):
|
||
|
x = self.fc1(x)
|
||
|
x = F.relu(x)
|
||
|
x = F.dropout(x, self.p, training=True)
|
||
|
x = self.fc2(x)
|
||
|
x = F.relu(x)
|
||
|
x = F.dropout(x, self.p, training=True)
|
||
|
return x
|