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Remove dropout from inside ConformerEncoderLayer, for adding to residuals

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This commit is contained in:
Daniel Povey 2022-10-01 13:13:10 +08:00
parent cc64f2f15c
commit e9326a7d16
1 changed files with 5 additions and 8 deletions
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13
egs/librispeech/ASR/pruned_transducer_stateless7/conformer.py
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@ -205,8 +205,6 @@ class ConformerEncoderLayer(nn.Module):
max_var_per_eig=0.2,
)
self.dropout = nn.Dropout(dropout)
def forward(
self,
@ -256,7 +254,7 @@ class ConformerEncoderLayer(nn.Module):
alpha = 1.0
# macaron style feed forward module
src = src + self.dropout(self.feed_forward_macaron(src))
src = src + self.feed_forward_macaron(src)
# multi-headed self-attention module
src_att, _, attn_scores_out = self.self_attn(
@ -266,17 +264,16 @@ class ConformerEncoderLayer(nn.Module):
attn_mask=src_mask,
key_padding_mask=src_key_padding_mask,
)
src = src + self.dropout(src_att)
src = src + src_att
# convolution module
src = src + self.dropout(
self.conv_module(src, src_key_padding_mask=src_key_padding_mask)
)
src = src + self.conv_module(src, src_key_padding_mask=src_key_padding_mask)
# feed forward module
src = src + self.dropout(self.feed_forward(src))
src = src + self.feed_forward(src)
src = self.norm_final(self.balancer(src))