diff --git a/codes/models/archs/SwitchedResidualGenerator_arch.py b/codes/models/archs/SwitchedResidualGenerator_arch.py
index 459bb5dc..9e7403bd 100644
--- a/codes/models/archs/SwitchedResidualGenerator_arch.py
+++ b/codes/models/archs/SwitchedResidualGenerator_arch.py
@@ -155,7 +155,7 @@ class ConfigurableSwitchedResidualGenerator2(nn.Module):
         switches = []
         self.initial_conv = ConvBnLelu(3, transformation_filters, bn=False, lelu=False, bias=True)
         self.sw_conv = ConvBnLelu(transformation_filters, transformation_filters, lelu=False, bias=True)
-        self.upconv1 = ConvBnLelu(transformation_filters, transformation_filters, bn=False, biasd=True)
+        self.upconv1 = ConvBnLelu(transformation_filters, transformation_filters, bn=False, bias=True)
         self.upconv2 = ConvBnLelu(transformation_filters, transformation_filters, bn=False, bias=True)
         self.hr_conv = ConvBnLelu(transformation_filters, transformation_filters, bn=False, bias=True)
         self.final_conv = ConvBnLelu(transformation_filters, 3, bn=False, lelu=False, bias=True)
diff --git a/codes/utils/numeric_stability.py b/codes/utils/numeric_stability.py
index b5645193..6bcd4a3c 100644
--- a/codes/utils/numeric_stability.py
+++ b/codes/utils/numeric_stability.py
@@ -97,6 +97,19 @@ if __name__ == "__main__":
                    torch.randn(1, 3, 64, 64),
                    device='cuda')
     '''
+    test_stability(functools.partial(srg.ConfigurableSwitchedResidualGenerator2,
+                                     switch_filters=[32,32,32,32],
+                                     switch_growths=[16,16,16,16],
+                                     switch_reductions=[4,3,2,1],
+                                     switch_processing_layers=[3,3,4,5],
+                                     trans_counts=[16,16,16,16,16],
+                                     trans_kernel_sizes=[3,3,3,3,3],
+                                     trans_layers=[3,3,3,3,3],
+                                     transformation_filters=64,
+                                     initial_temp=10),
+                   torch.randn(1, 3, 64, 64),
+                   device='cuda')
+    '''
     test_stability(functools.partial(srg1.ConfigurableSwitchedResidualGenerator,
                                      switch_filters=[32,32,32,32],
                                      switch_growths=[16,16,16,16],
@@ -109,3 +122,4 @@ if __name__ == "__main__":
                                      initial_temp=10),
                    torch.randn(1, 3, 64, 64),
                    device='cuda')
+                   '''