Why tf.keras.optimizers.SGD has no global_step

Question

In TF 1.14, below code will raise exception.

 optimizer = tf.keras.optimizers.SGD(learning_rate=params[\'lr\'])
 train_op = optimizer.minimize(loss, global_st