* Add fluid.md

* in response to comments from Tony and Abhinav

* add support new device doc

* add more info

* write versino.py

* add version py

* clean init py

* add istaged, major and etc... fields

* update

* update

* update

* Add survey of support of half in different CUDA versions

* small fix

* Updating the writeup of RNN doc

* Editing the documentation for seq_decoder, and fixing typos

* Fixing the captioning on 2 level RNN

* pushing after a pull

* Editing and re-writing parts of Data Reader design doc

* Chage `IndicateDataType` to `GetKernelType`. Make it easier to
  understand.
* Change `OpKernelKey` to `OpKernelType`
* Make operator developers can customize which kernel the operator will
  use in runtime.

* small fix

* fix comment

* address comment

* small fix

* Adding design doc for model average (now called parameter_average)

* Updating title

* Updating image tag

* Updating review comments