def _CompareBackpropInput(self, input_sizes, filter_sizes, output_sizes,
                            conv_strides, padding):
    x1 = np.random.rand(*filter_sizes).astype(np.float32)
    x2 = np.random.rand(*output_sizes).astype(np.float32)