Added torch_dmoe defaults, bug fixes for 2D inputs (#1210)
* defaults for torch dmoe match mb dmoe
* defaults for torch dmoe match mb dmoe
* defaults for torch dmoe match mb dmoe
* defaults for torch dmoe match mb dmoe
* defaults for torch dmoe match mb dmoe
* defaults for torch dmoe match mb dmoe
* defaults for torch dmoe match mb dmoe
* top k proper
* permute fix
* permute fix
* permute fix
* permute fix
* permute fix
* narrow down world size bug
* narrow down world size bug
* narrow down world size bug
* narrow down world size bug
* narrow down world size bug
* narrow down world size bug
* narrow down world size bug
* narrow down world size bug
* narrow down world size bug
* narrow down world size bug
* narrow down world size bug
* narrow down world size bug
* narrow down world size bug
* narrow down world size bug
* blocking dimension bug
* done
* yo
* yo