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dohe0342 2023-01-09 10:46:18 +09:00
parent 38af1289c5
commit 31e73509b2
3 changed files with 2 additions and 2 deletions
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egs/librispeech/ASR/pruned_transducer_stateless_gtrans/.conformer_randomcombine.py.swp
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egs/librispeech/ASR/pruned_transducer_stateless_gtrans/conformer_randomcombine.py
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@ -135,7 +135,7 @@ class Conformer(EncoderInterface):
)
self._init_state: List[torch.Tensor] = [torch.empty(0)]
self.group_size = 6
self.group_size = 12
self.alpha = nn.Parameter(torch.rand(self.group_size))
self.sigmoid = nn.Sigmoid()
self.layer_norm = nn.LayerNorm(512)
@ -206,7 +206,7 @@ class Conformer(EncoderInterface):
layer_output = [x.permute(1, 0, 2) for x in layer_output]
x = self.layer_norm(1/6*(self.sigmoid(self.alpha[0])*layer_output[1] + \
x = self.layer_norm(1/12*(self.sigmoid(self.alpha[0])*layer_output[1] + \
self.sigmoid(self.alpha[1])*layer_output[3] + \
self.sigmoid(self.alpha[2])*layer_output[5] + \
self.sigmoid(self.alpha[3])*layer_output[7] + \