import tensorflow as tf

        if self.config.fix_pretrained_vector:
            dc = self.char_mat.get_shape()[-1]
        with tf.variable_scope("Model_Encoder_Layer"):
            inputs = tf.concat(self.attention_outputs, axis=-1)
            self.enc = [conv(inputs, d, name="input_projection")]
            for i in range(3):
