diff --git a/paddle/fluid/operators/reshape_op.cc b/paddle/fluid/operators/reshape_op.cc
index 41f631f5547369a491e886434b243336fc57b0b4..0e11771d87c99b007d2f3303ff04bdf2c216b3e5 100644
--- a/paddle/fluid/operators/reshape_op.cc
+++ b/paddle/fluid/operators/reshape_op.cc
@@ -642,12 +642,14 @@ REGISTER_OP_CPU_KERNEL_FUNCTOR(
     reshape2_grad, float, ops::ReshapeGradKernel, double,
     ops::ReshapeGradKernel, int, ops::ReshapeGradKernel, uint8_t,
     ops::ReshapeGradKernel, int64_t, ops::ReshapeGradKernel, bool,
-    ops::ReshapeGradKernel, paddle::platform::complex64, ops::ReshapeGradKernel,
+    ops::ReshapeGradKernel, paddle::platform::bfloat16, ops::ReshapeGradKernel,
+    paddle::platform::complex64, ops::ReshapeGradKernel,
     paddle::platform::complex128, ops::ReshapeGradKernel);
 REGISTER_OP_CPU_KERNEL_FUNCTOR(
     reshape2_grad_grad, float, ops::ReshapeDoubleGradKernel, double,
     ops::ReshapeDoubleGradKernel, int, ops::ReshapeDoubleGradKernel, uint8_t,
     ops::ReshapeDoubleGradKernel, int64_t, ops::ReshapeDoubleGradKernel, bool,
+    ops::ReshapeDoubleGradKernel, paddle::platform::bfloat16,
     ops::ReshapeDoubleGradKernel, paddle::platform::complex64,
     ops::ReshapeDoubleGradKernel, paddle::platform::complex128,
     ops::ReshapeDoubleGradKernel);
diff --git a/python/paddle/fluid/tests/unittests/mkldnn/test_reshape_bf16_op.py b/python/paddle/fluid/tests/unittests/mkldnn/test_reshape_bf16_op.py
index 5128dc1c4a3447a3d975f0f9d31019fbf4cc060d..ac9b881313a31663c09e25eeae4108991e0f84ff 100644
--- a/python/paddle/fluid/tests/unittests/mkldnn/test_reshape_bf16_op.py
+++ b/python/paddle/fluid/tests/unittests/mkldnn/test_reshape_bf16_op.py
@@ -28,7 +28,7 @@ from paddle import enable_static
 class TestReshapeBf16Op(OpTest):
     def setUp(self):
         self.op_type = "reshape2"
-        self.use_mkldnn = True
+        self.use_mkldnn = False
         self.mkldnn_data_type = "bfloat16"
         self.init_data()
         self.init_input_data()
@@ -56,6 +56,16 @@ class TestReshapeBf16Op(OpTest):
     def test_check_output(self):
         self.check_output_with_place(core.CPUPlace(), no_check_set=['XShape'])
 
+    def test_check_grad(self):
+        self.check_grad_with_place(
+            core.CPUPlace(), ["X"],
+            "Out",
+            check_dygraph=False,
+            user_defined_grads=[self.inputs["X"]],
+            user_defined_grad_outputs=[
+                self.inputs["X"].reshape(self.infered_shape)
+            ])
+
 
 if __name__ == '__main__':
     enable_static()