MKLDNN layout: Support for convolution operator

Fix nccl dist train bug

Change drop_last defalut value

add url of cuda9.0_cudnn7_avx_mkl

* expose h0 in dynamic_lstm

* update by comment

* update by comment

* h0 to H0

add detection api

fix build on mac

MKLDNN layout: Support for batch norm operator

small fix

Fix a multi-thread bug in readers

add initial memory flag in MB for infer

fix bugs in fluid_benchmark

Refine prefetch

* wip

* use executor.complete to end trainer

* fix build

* fix build with distribute off

* fix typo

* fix cmake typo

* fix build

refine docs of elementwise_op etc.

* enable docstring checker and fix comments

* update

* update by comments

* fix build

* Add normalization operator.
1. Refine the raw norm_op and let it more general to support to normalize Tensor along any axis.
2. There is a bug in l2_normalize API, which lacks sqrt after `reduce_sum`.
3. Use norm_op to refine the l2_normalize API.
4. Fix bug in test_normalization_wrapper.py.

* Create dynamic_graph.md

* Update dynamic_graph.md

* Update dynamic_graph.md

* Update dynamic_graph.md

* follow comments, add graph

* Update dynamic_graph.md

* Update dynamic_graph.md

Build: add make before make install to catch up CMakeLists change.

* Add slice op.

* Remove using from header file and fix doc.

* Fix doc

* Small fix.

Make status update thread-safe

Enable CPU on Parallel executor