diff --git a/python/paddle/fluid/tests/unittests/test_lerp_op.py b/python/paddle/fluid/tests/unittests/test_lerp_op.py
index ed2e5273df38c6a4553db4a9342840da524921e4..0f740444123cbef87af0d2714d96d283123fa5b5 100644
--- a/python/paddle/fluid/tests/unittests/test_lerp_op.py
+++ b/python/paddle/fluid/tests/unittests/test_lerp_op.py
@@ -94,13 +94,11 @@ class TestLerpAPI(unittest.TestCase):
             with paddle.static.program_guard(paddle.static.Program()):
                 x = paddle.fluid.data('x', [1, 4], dtype=self.dtype)
                 y = paddle.fluid.data('y', [1, 4], dtype=self.dtype)
-                w = paddle.fluid.data('w', [1], dtype=self.dtype)
-                out = paddle.lerp(x, y, w)
+                out = paddle.lerp(x, y, 0.5)
                 exe = paddle.static.Executor(place)
                 res = exe.run(feed={
                     'x': self.x.reshape([1, 4]),
                     'y': self.y.reshape([1, 4]),
-                    'w': self.w
                 })
             for r in res:
                 self.assertEqual(np.allclose(self.res_ref, r), True)
diff --git a/python/paddle/tensor/math.py b/python/paddle/tensor/math.py
index 931e7a6787fff1f3905d326ff09fefe1b24cd665..a322c133436d19b570a1bcf3ae2478e27aa72048 100755
--- a/python/paddle/tensor/math.py
+++ b/python/paddle/tensor/math.py
@@ -2828,6 +2828,9 @@ def lerp(x, y, weight, name=None):
             weight = paddle.to_tensor(weight, dtype=x.dtype)
         return _C_ops.lerp(x, y, weight)
 
+    if isinstance(weight, float):
+        weight = paddle.full(shape=[1], fill_value=weight, dtype=x.dtype)
+
     check_variable_and_dtype(x, 'x', ['float32', 'float64'], 'lerp')
     check_variable_and_dtype(y, 'y', ['float32', 'float64'], 'lerp')
     check_variable_and_dtype(weight, 'weight', ['float32', 'float64'], 'lerp')