cuBLAS: refactor and optimize f16 mat mul performance (LostRuins#1259)

* cuBLAS: refactor, convert fp16 to fp32 on device

* cuBLAS: use multiple streams, choose smartly between mul_mat_q and mul_mat_f16

* fix build

* cuBLAS: update block_q5_1

Author: slaren