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Adding max_abs=3.0 to ActivationBalancer modules inside feedoforward modules.

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This commit is contained in:
Daniel Povey 2022-07-16 07:19:26 +08:00
parent 23e6d2e6d8
commit de1fd91435
1 changed files with 2 additions and 2 deletions
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egs/librispeech/ASR/pruned_transducer_stateless7/conformer.py
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@ -176,7 +176,7 @@ class ConformerEncoderLayer(nn.Module):
self.feed_forward = nn.Sequential(
nn.Linear(d_model, dim_feedforward),
ActivationBalancer(channel_dim=-1),
ActivationBalancer(channel_dim=-1, max_abs=3.0),
DoubleSwish(),
nn.Dropout(dropout),
ScaledLinear(dim_feedforward, d_model,
@ -185,7 +185,7 @@ class ConformerEncoderLayer(nn.Module):
self.feed_forward_macaron = nn.Sequential(
nn.Linear(d_model, dim_feedforward),
ActivationBalancer(channel_dim=-1),
ActivationBalancer(channel_dim=-1, max_abs=3.0),
DoubleSwish(),
nn.Dropout(dropout),
ScaledLinear(dim_feedforward, d_model,