Commit ae848b4f authored by lucas_miranda's avatar lucas_miranda
Browse files

Early stopping now uses the overall loss function instead of the intercomponent overlap

parent 9348e71d
......@@ -275,7 +275,7 @@ class Entropy_regulariser(Layer):
Identity layer that adds cluster weight entropy to the loss function
def __init__(self, weight=False, *args, **kwargs):
def __init__(self, weight=1., *args, **kwargs):
self.weight = weight
super(Entropy_regulariser, self).__init__(*args, **kwargs)
......@@ -292,6 +292,6 @@ class Entropy_regulariser(Layer):
# Adds metric that monitors dead neurons in the latent space
self.add_metric(-entropy, aggregation="mean", name="weight_entropy")
self.add_loss(K.sum(entropy), inputs=[z])
self.add_loss(self.weight * K.sum(entropy), inputs=[z])
return z
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