[Op][Dist] Add alltoall communication op (#82)

* add alltoall op

* add license header

* lint fix

* rename alltoall to all_to_all

* address comments and add option for memcpy

* lint

Co-authored-by: root <root@ip-172-31-22-109.us-west-2.compute.internal>