Add nvfp4 group gemm example. (#77)

* add nvfp4 group gemm example.

* extend reference code to support m and n are not multiple of 128 cases.

* support different problem sizes to match real group gemm use case.

* modify test

* reduce range to reduce inf

Author: vickiw973