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move FCN output layer initialization out of the for loop #7

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move FCN output layer initialization out of the for loop #7

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12 changes: 6 additions & 6 deletions hyperlight/hypernet/model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -106,12 +106,12 @@ def reset_parameters(self) -> None:
nonlinearity=self.nonlinearity,
)

initialize_layer(
self.output,
self.init_distribution,
init_bias=self.init_bias,
nonlinearity=None,
)
initialize_layer(
self.output,
self.init_distribution,
init_bias=self.init_bias,
nonlinearity=None,
)


# TODO support for categoricals via 'C' shape and frozen embeddings
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