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Update ffg.py #5

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Update ffg.py #5

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4 changes: 2 additions & 2 deletions bnn/nn/mixins/variational/ffg.py
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Original file line number Diff line number Diff line change
Expand Up @@ -99,13 +99,13 @@ def init_from_deterministic_params(self, param_dict):
@property
def weight_sd(self):
weight_sd = F.softplus(self._weight_sd)
return weight_sd if self.max_sd is None else weight_sd.clamp(0, self.max_sd)
return weight_sd.clamp(1e-5, self.max_sd)

@property
def bias_sd(self):
if self.has_bias:
bias_sd = F.softplus(self._bias_sd)
return bias_sd if self.max_sd is None else bias_sd.clamp(0, self.max_sd)
return bias_sd.clamp(1e-5, self.max_sd)
return None

@property
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