Simplified calls to superclass constructors.

[pytorch.git] / mi_estimator.py

diff --git a/mi_estimator.py b/mi_estimator.py
index 68fd51f..47381ef 100755 (executable)
--- a/mi_estimator.py
+++ b/mi_estimator.py
@@ -226,7 +226,7 @@ def create_sequences_pairs(train = False):
 
 class NetForImagePair(nn.Module):
     def __init__(self):
-        super(NetForImagePair, self).__init__()
+        super().__init__()
         self.features_a = nn.Sequential(
             nn.Conv2d(1, 16, kernel_size = 5),
             nn.MaxPool2d(3), nn.ReLU(),
@@ -257,7 +257,7 @@ class NetForImagePair(nn.Module):
 
 class NetForImageValuesPair(nn.Module):
     def __init__(self):
-        super(NetForImageValuesPair, self).__init__()
+        super().__init__()
         self.features_a = nn.Sequential(
             nn.Conv2d(1, 16, kernel_size = 5),
             nn.MaxPool2d(3), nn.ReLU(),
@@ -306,7 +306,7 @@ class NetForSequencePair(nn.Module):
         )
 
     def __init__(self):
-        super(NetForSequencePair, self).__init__()
+        super().__init__()
 
         self.nc = 32
         self.nh = 256