* add dygraph ptq and refine dygraph qat

* add unit test for ptq

* update according to comments

* prune the optimizer in dygraph mode

* set opt when initializing pruner

* tests passed locally

* update Chinese docs and tutorials

* refine docs style

* avoid ambiguation in docs

* Support for pruning training graph with auxiliary parameters

* Fix bugs

* Fix unitests.