diff --git a/mindspore/python/mindspore/ops/composite/multitype_ops/_compile_utils.py b/mindspore/python/mindspore/ops/composite/multitype_ops/_compile_utils.py
index b7e26e736ac..a81a80573ae 100644
--- a/mindspore/python/mindspore/ops/composite/multitype_ops/_compile_utils.py
+++ b/mindspore/python/mindspore/ops/composite/multitype_ops/_compile_utils.py
@@ -836,10 +836,12 @@ def _tensor_setitem_by_int_tensor_with_tensor(data, index, value):
 
 def _tensor_setitem_by_bool_tensor_with_tensor(data, index, value):
     """Set a tensor item by a bool tensor with a tensor."""
-    dtype = F.dtype(data)
-    u_cast = F.cast(value, dtype)
     index = index.reshape(const_utils.generate_padding_shape(index.shape, len(data.shape)))
-    result = u_cast * index + data * F.logical_not(index)
+    index = F.broadcast_to(index, data.shape)
+    value = F.cast(value, F.dtype(data))
+    value = value.reshape(const_utils.generate_padding_shape(value.shape, len(data.shape)))
+    value = F.broadcast_to(value, data.shape)
+    result = F.select(index, value, data)
     return result
 
 
diff --git a/tests/st/ops/ascend/test_tensor_setitem.py b/tests/st/ops/ascend/test_tensor_setitem.py
index 38520bdf513..738cf26a503 100644
--- a/tests/st/ops/ascend/test_tensor_setitem.py
+++ b/tests/st/ops/ascend/test_tensor_setitem.py
@@ -38,3 +38,19 @@ def test_tensor_slice_by_bool_broadcast():
     data_np[index_np] = value
     data_tensor[index_tensor] = value
     assert np.allclose(data_tensor.asnumpy(), data_np)
+
+
+@pytest.mark.level0
+@pytest.mark.platform_arm_ascend_training
+@pytest.mark.platform_x86_ascend_training
+@pytest.mark.env_onecard
+def test_tensor_slice_by_bool_nan():
+    """
+    Feature: Tensor-setitem-by-bool support nan.
+    Description: Tensor-setitem-by-bool support nan.
+    Expectation: success.
+    """
+    data = Tensor(np.ones([2, 3, 4], np.float32))
+    index = Tensor(np.array([False, False]))
+    data[index] = Tensor([np.nan])
+    assert np.allclose(data.asnumpy(), np.ones([2, 3, 4], np.float32))