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

add op_kernel_type_test

rm unsed RegisterOp method in OpRegistry

fix math_function warning

fix doc

"remove hash combine"

* refine OpKernelKey

* refine codes

* fix code style

* follow comments

* "change operator interface"

* "move devicepool to device_context"

* "fix operator test"

* "fix op_registry Run interface"

* "net op passed. Need to fix nccl multi-Context"

* "add nccl group function"

* "add nccl group function"

* "fix gpu count exceed 32 error"

* "fix recurrent op, nccl op"

* "change the other operators interface with Place"

* "fix typo"

* "fix pybind"

* "fix device in python side"

* "fix pybind failed"

* "add init for test"

* "fix CI"

fix doc.

Update annotations of layers.py.