REPORT-14: Ch:1, densenet161, MSE

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.L1Loss()  #torch.nn.L1Loss() #RMILoss(with_logits=True) #torch.nn.MSELoss()
+        self.loss_f = torch.nn.MSELoss()  #torch.nn.L1Loss() #RMILoss(with_logits=True) #torch.nn.MSELoss()
 
     def forward(self, x):
         x = self.model(x)