Add batch norm trt converter

* Fix scatter_op python API and remove inconsistency between implementation and doc

* API spec change

* Change as review comment

fix SEGV element wise add at debug mode

Fix anakin in manylinux1

add fusion lstm 

fix some teeny mistakes

fix tensorrt compiler bug

Refactor: remove inplace parameter from squeeze and unsqueeze op

fix program_desc constructor

* Optimize CRF decoding with AVX/AVX2 instruction

* Enable the AVX2 flags for compiling

* Clean the code and decrease the count of multiply calculation

* Add the support of AVX512 instruction to optimize CRF Decoding

* Clean the code

* Enable the AVX512f flags for compiling

* Clean the code for the invaluable switch

* Fixed the issue to check AVX512F status

* Clean the code

* Add some explanation of the key points

* cudnn widndows

* "add comment"

* "windows support"

* "fix cmake error"

* Fix bug in conditional_block_op.
* Fix bug and add comments.
* Rename arguments.

Feature/fast executor

fix ProgramToGraph

disable anakin when cuda < 8.0 or cudnn < 7.0

Remove invalid link of use_eigen_doc

sum_op selectedRows dim bug fix