Commit 2481cbb8 authored by lucas_miranda's avatar lucas_miranda
Browse files

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

parent ae848b4f
......@@ -275,7 +275,7 @@ class Entropy_regulariser(Layer):
Identity layer that adds cluster weight entropy to the loss function
"""
def __init__(self, weight=1., *args, **kwargs):
def __init__(self, weight=0., *args, **kwargs):
self.weight = weight
super(Entropy_regulariser, self).__init__(*args, **kwargs)
......@@ -290,7 +290,7 @@ 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_metric(entropy, aggregation="mean", name="-weight_entropy")
self.add_loss(self.weight * K.sum(entropy), inputs=[z])
......
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