diff --git a/monai/transforms/croppad/dictionary.py b/monai/transforms/croppad/dictionary.py
index fd7fabe5a1..7d3d118196 100644
--- a/monai/transforms/croppad/dictionary.py
+++ b/monai/transforms/croppad/dictionary.py
@@ -23,6 +23,7 @@
 from typing import Any, Callable, Dict, Hashable, List, Mapping, Optional, Sequence, Tuple, Union
 
 import numpy as np
+import torch
 
 from monai.config import IndexSelection, KeysCollection
 from monai.config.type_definitions import NdarrayOrTensor
@@ -315,7 +316,10 @@ def inverse(self, data: Mapping[Hashable, NdarrayOrTensor]) -> Dict[Hashable, Nd
         for key in self.key_iterator(d):
             transform = self.get_most_recent_transform(d, key)
             # Create inverse transform
-            orig_size = np.array(transform[TraceKeys.ORIG_SIZE])
+            orig_size = transform[TraceKeys.ORIG_SIZE]
+            if isinstance(orig_size[0], torch.Tensor):
+                orig_size = torch.as_tensor(orig_size)
+            orig_size = np.asarray(orig_size)
             current_size = np.array(d[key].shape[1:])
             roi_start = np.floor((current_size - orig_size) / 2)
             roi_end = orig_size + roi_start