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Commit 94e0559

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Update probabilistic_unet.py
Change beta value to reflect a good starting point and don't get into unstability (derived from #3 )
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‎probabilistic_unet.py

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@@ -187,7 +187,7 @@ class ProbabilisticUnet(nn.Module):
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no_cons_per_block: no convs per block in the (convolutional) encoder of prior and posterior
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"""
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def __init__(self, input_channels=1, num_classes=1, num_filters=[32,64,128,192], latent_dim=6, no_convs_fcomb=4, beta=1.0):
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def __init__(self, input_channels=1, num_classes=1, num_filters=[32,64,128,192], latent_dim=6, no_convs_fcomb=4, beta=10.0):
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super(ProbabilisticUnet, self).__init__()
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self.input_channels = input_channels
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self.num_classes = num_classes

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