diff --git a/image_ref/main.py b/image_ref/main.py
index d1b00ae7095e5c2fdde7e8c3ba079ccb16693523..b4b6e22d2e747f0be133a46a27e6d4247086964e 100644
--- a/image_ref/main.py
+++ b/image_ref/main.py
@@ -19,7 +19,6 @@ def train_duo(model, data_train, optimizer, loss_function, epoch):
         param.requires_grad = True
 
     for imaer,imana, img_ref, label in data_train:
-        print(imaer.size())
         label = label.long()
         if torch.cuda.is_available():
             imaer = imaer.cuda()
@@ -47,7 +46,10 @@ def test_duo(model, data_test, loss_function, epoch):
         param.requires_grad = False
 
     for imaer,imana, img_ref, label in data_test:
-        print(imaer.size())
+        imaer.permute(0,1)
+        imana.permute(0,1)
+        img_ref.permute(0,1)
+        label.permute(0,1)
         label = label.long()
         if torch.cuda.is_available():
             imaer = imaer.cuda()