* add conv2d_NCHWc compute template

* add conv_NCHWc compute decl and schedules

* allow default avx schedule

* fix lint

* remove unused schedule

* remove import nnvm.reg

* pass schedule object to compute and schedule

* make ThreadPool thread local

* add return

* support dilation in conv2d and depthwise_conv2d

* handle dilated conv in extern libs (cudnn, miopen)

* add layout_transform. add schedule support for ndim>=5 for x86

* fix lint

Expose tvm.ndarray.empty which has already been implemented, just not yet documented.

* generalize pool2d to arbitrary layout

* explain more the layout support for pool

* allow missing factor size for pooling

* explain what factor size is used for

* fix typo

* name idx -> axis

* [IR] Change pragma scope convention, enable pass unroll option via pragma

* add coverage test

* add explicit unroll as option

* Improve SGXModule

* Address code review comments