[CUDA] FpA IntB Gemm Kernel Test #25109
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Enhance MatMulNBits CUDA kernel testing:
(1) Add a kernel testing for different cuda kernels used in MatMulNBits.
(2) Refactoring the gemm profiler to use cuda allocator
(2) Add verbose logging macros.
(3) Adjustments to speed up compiling when sm90 is excluded from build.
Example kernel test output:
