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@ -175,6 +175,11 @@ class Conformer(Transformer):
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x, pos_emb, src_key_padding_mask=mask, warmup=warmup
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x, pos_emb, src_key_padding_mask=mask, warmup=warmup
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) # (S, N, C)
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) # (S, N, C)
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if self.group_num != 0:
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x = 0
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for enum, alpha in enumerate(self.alpha):
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x += self.sigmoid(alpha) * layer_outputs[(enum+1)*self.group_layer_num-1]
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x = self.layer_norm(x/self.group_num)
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return x, mask
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return x, mask
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