diff --git a/x2paddle/op_mapper/tf_op_mapper.py b/x2paddle/op_mapper/tf_op_mapper.py
index 21366046b873dcfca6d4bd9259499bc11cc2be79..ba33d6d25705b8764bd5633c4bc34bf002979407 100644
--- a/x2paddle/op_mapper/tf_op_mapper.py
+++ b/x2paddle/op_mapper/tf_op_mapper.py
@@ -503,6 +503,7 @@ class TFOpMapper(OpMapper):
             "stride": strides[2:4],
             "dilation": dilations[2:4],
             "groups": k_size[3] * in_shape[1],
+            "use_cudnn": False,
             "padding": padding
         }
         node.fluid_code.add_layer("conv2d",