enable VGG with MKLDNN layers

Add gemm with stride arguments

add namespace and reduce warning

Update annotation in layers.py and update FAQ.

Add multiplex operator

implement framework of seq_pool_op and its unitest

adding doc for comparing cluster bootstrapping tools

Change LoDTensorDesc::dims from int32 to int64

make RecurrentOp's backward compatible with framework

Fix progma_once error

Change namespace of pybind.cc to pybind

Remove `numel` field in tensor

* It is duplicated with `dim_`. We can use `dim_` to calculate `numel`
  everytime. It does not cost too much.
* `numel` is not initialized by constructor. Also, `numel` is hard to
  synchronize with `dim_`.

So just remove it.

Elementwise operator add/sub/mul/div