reader = tf.train.NewCheckpointReader(ckpt_file)with tf.Session() as sess: for key in reader.get_variable_to_shape_map(): tf.Variable(reader.get_tensor(key), name=key) #tf.global_variables_initializer() with tf.gfile.FastGFile(pb_file, "wb") as f: f.write(sess.graph_def.SerializeToString())