create optimize block in pserver program

Fix the bias of fc when num_flatten_dims is not 1 in fluid layers

Add python wrapper for layer normalization.

* Save the inference model in Python example of recommender_system.

* Add infer() in Python unittest recommender_system.

* Add C++ inference unittest of recommender_system.

Simplify the cmake of inference

refine error msg and add unit tests for cpp reader

Optimize return all optimize and related ops

Refine Channel's unit test

Fix CI hung

Refine distribute transpiler

GPU implementation for layer normalization operator.

* Refine load

* Address review comments: round 1

* Make API consistent with python-save/load

* Add another unit test

* Remove commented function

* Fix GPU bug

* Address review comments

* Modify wrt PR 8147

* Fix filenames for combined case

* Fix typo

* Address review comments: round 2

* Unify TestInference by keeping default param in template

* Address review comment

* Fix spacing

Add Inference example and unit test for rnn_encoder_decoder

* Fixing unbufered test to a generic test

* Update channel_test.cc

* splitting over functions

* add type

* fix *

* Adding more details to cluster_train

* Update copyright for notest_dist_image_classification

* Fixed copyright

* Updating the copyright year and content

Refine name of "RNN相关模型"

refine structure of cluster and quick start

Fix for program crash when destructor is called before channel close with blocked readers/writers (#8197)

* Fix destructor crash and add unit tests

* Fix typo in unit test

* Reword comments

* Make close channel a generic test

* Refactoring unit tests

* Fix method name

Fix/mixed vector

* Fix parallel.do with batch norm

* Change log level

* CopyShare AllPlaces

* disable nccl test

* bring back parallel_do test