diff --git a/mindspore/numpy/utils.py b/mindspore/numpy/utils.py
index 0beed45580e..1c3db5ca64e 100644
--- a/mindspore/numpy/utils.py
+++ b/mindspore/numpy/utils.py
@@ -78,7 +78,7 @@ def _check_axes_range(axes, ndim):
             f"Lower bound {low} and upper bound {up} of axes are not allowed.")
     if isinstance(axes, int):
         if axes < low or axes > up:
-            raise TypeError(
+            raise ValueError(
                 f"axis {axes} is out of bounds for tensor of dimension {ndim}.")
         return axes if axes >= 0 else axes + ndim
     new_axes = []
@@ -87,7 +87,7 @@ def _check_axes_range(axes, ndim):
             raise TypeError(
                 f"int in tuple or list expected, but got {type(item)}.")
         if item < low or item > up:
-            raise TypeError(
+            raise ValueError(
                 f"axis {item} in {axes} is out of bounds for tensor of dimension {ndim}.")
         new_axes.append(item if item >= 0 else item + ndim)
     return tuple(new_axes)
diff --git a/tests/ut/python/numpy_native/test_array_ops.py b/tests/ut/python/numpy_native/test_array_ops.py
index 84ae4e08bb9..51613b9ee69 100644
--- a/tests/ut/python/numpy_native/test_array_ops.py
+++ b/tests/ut/python/numpy_native/test_array_ops.py
@@ -582,7 +582,7 @@ def test_asarray_exception():
 
 
 def test_swapaxes_exception():
-    with pytest.raises(TypeError):
+    with pytest.raises(ValueError):
         mnp.swapaxes(mnp.ones((3, 3)), 1, 10)