diff --git a/code/model_Unet.py b/code/model_Unet.py
index dadd8b9d022d47a97a867e9189093f701963013b..b1df0cef0e0a554885414f20382891caa3e483b6 100644
--- a/code/model_Unet.py
+++ b/code/model_Unet.py
@@ -37,7 +37,7 @@ class TestModule(pl.LightningModule):
             classes=1,  # classes == output channels. We use one output channel for cyto data
             activation="sigmoid"
         )
-        self.loss_f = torch.nn.MSELoss() #torch.nn.L1Loss() #RMILoss(with_logits=True) #torch.nn.MSELoss()
+        self.loss_f = RMILoss(with_logits=True) #torch.nn.L1Loss() #RMILoss(with_logits=True) #torch.nn.MSELoss()
 
     def forward(self, x):
         x = self.model(x)