diff --git a/ml_pytorch_mlflow.py b/ml_pytorch_mlflow.py
index 69c8100..d979019 100644
--- a/ml_pytorch_mlflow.py
+++ b/ml_pytorch_mlflow.py
@@ -132,14 +132,17 @@ def my_main(epochs):
     expected = []
     predicted = []
     inputss = []
+    targetss = []
     for i in range(0, len(val_ds), 1):
         input_, target = val_ds[i]
         expected.append(float(target))
         predicted.append(float(prediction(input_, model)))
         inputss.append(input_)
     
-    inputss = pd.DataFrame(inputss, dtype=np.float64)
-    inputss = inputss.to_numpy()
+    
+    inputss, targetss = val_ds
+    # inputss = pd.DataFrame(inputss, dtype=np.float64)
+    # inputss = inputss.to_numpy()
 
     MSE = mean_squared_error(expected, predicted)
     MAE = mean_absolute_error(expected, predicted)