Created by: typhoonzero

As shown in the graph output by parallel executor if we use piecewise_decay there's a chance that some conditions may be run after sgd_op since there is no dependence between them. After this change, the graph will be like:

This will harm the performance, will do the enhance ( remove assign ops when building graph).