Simplify label_semantic_roles book example using new LoDTensor API

Modify understand sentiment example using new LoDTensor API

Simplify Machine Translation demo by using Trainer API

* Update label role implementation to use new API

* Try trainable embedding layer

* Fix feed order

* Add infer call

refine fluid deploy on teamcity

Fix ElementwiseOpInferVarType in elementwise_op

Disable and fix tests on multi devices.

Add `op_role` into OpDesc.

* Expose bilinear operator into Python API

* delete unused lines

* delete unused lines

* fix typos

* fix name arg and typos

fix typo in workflow_of_capi.md

Fix cuda9 prod image

* add lod_tensor utility python module

* add lod_tensor test code

* add more lod tensor tests

* modify word2vec example code using new api

* add comment

multi-thread handlerequest

add checkpoint util class and implement

Add groups for conv transpose ops

* wip integrate benchmark scripts

* testing nlp models

* k8s script to start dist benchmark job

* update script

* done support all models

* add README.md

* update by comment

* clean up

* follow comments

expose random_data_generator