Performance: Nonzero: Worse host overhead compared with IPEX

[fengyuan14]

🐛 Describe the bug

                              Name    Self CPU %      Self CPU   CPU total %     CPU total  CPU time avg      Self XPU    Self XPU %     XPU total  XPU time avg    # of Calls		 
non override         aten::nonzero         5.50%      63.456ms        54.60%     630.302ms     489.365us       5.160ms         4.35%      34.468ms      26.761us          1288  
override             aten::nonzero         5.40%      58.551ms        52.64%     570.870ms     443.222us       6.688ms         5.55%      34.737ms      26.970us          1288

Versions

Latest torch-xpu-ops vs IPEX 2.3 implementation.

[majing921201]

The low performance is caused by SYCL API, which we used to query kernel specific max work group size. We file issue to compiler to track this issue. intel/llvm#15824