Fix transpose doc

unify the indentation of license

 Speed data reader for IMDB dataset.

Refine the activation type getting in the LSTM operator to speed.

Add "download mklml failed" into FAQ

refine pipe_reader

* "fix threadpool style"

* "remove header"

update alexnet training data

* "add data layout"

* "need kernel registry support"

* "fix data layout"

* "reorder include headers"

* "change enum to enum class"

* "fix CI"

add mkldnn fluid design doc

Use for_range to rewrite adam

* update docs

* follow comments

* fix typo

fix typo in comments of sequence_pool_op

* init kernel hint

* fix typo

* rm unused code

* add include in op_kernel.h

* restore op_kernel since it will be moved to op_kernel_type

* change force_cpu to use_cpu

* fix compilation

* remove unused place

* fix ci

Set RelWithDebInfo flags

* "fix CopyFrom parameters"

* "fix unused Place argument"

* "fixed based on comment"

Fix embedding example

Refine CUDA profiler and delete the test file.

* implement a simple threadpool

* unlock before cv.notify

* add done function

* add lock with GetAvailable function

* delete done_

* using call_once in GetInstance

* update by comment

* update comment

* enhance unit test for multi threads task