[ARK] Support gemm using sycl-tla

[Zhenzhong1]

fp16

auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt0-4096-4096-1] 
  [oneDNN]                  :    0.187 ms     0.179 TFLOPS
  [matmul_sycl_tla_fused]   :    0.108 ms     0.311 TFLOPS  speedup= 1.74x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt0-4096-4096-8] 
  [oneDNN]                  :    0.082 ms     3.259 TFLOPS
  [matmul_sycl_tla_fused]   :    0.114 ms     2.352 TFLOPS  speedup= 0.72x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt0-4096-4096-16] 
  [oneDNN]                  :    0.081 ms     6.591 TFLOPS
  [matmul_sycl_tla_fused]   :    0.114 ms     4.721 TFLOPS  speedup= 0.72x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt0-4096-4096-32] 
  [oneDNN]                  :    0.084 ms    12.727 TFLOPS
  [matmul_sycl_tla_fused]   :    0.113 ms     9.500 TFLOPS  speedup= 0.75x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt0-4096-4096-128] 
  [oneDNN]                  :    0.133 ms    32.222 TFLOPS
  [matmul_sycl_tla_fused]   :    0.127 ms    33.801 TFLOPS  speedup= 1.05x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt0-4096-4096-1024] 
  [oneDNN]                  :    0.425 ms    80.767 TFLOPS
  [matmul_sycl_tla_fused]   :    0.455 ms    75.486 TFLOPS  speedup= 0.93x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt0-4096-4096-2048] 
  [oneDNN]                  :    0.774 ms    88.751 TFLOPS
  [matmul_sycl_tla_fused]   :    0.878 ms    78.234 TFLOPS  speedup= 0.88x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt0-4096-4096-4096] 
  [oneDNN]                  :    1.494 ms    91.973 TFLOPS
  [matmul_sycl_tla_fused]   :    1.645 ms    83.568 TFLOPS  speedup= 0.91x

torch.bf16

auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt1-4096-4096-1] 
  [oneDNN]                  :    0.161 ms     0.208 TFLOPS
  [matmul_sycl_tla_fused]   :    0.107 ms     0.314 TFLOPS  speedup= 1.51x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt1-4096-4096-8] 
  [oneDNN]                  :    0.083 ms     3.245 TFLOPS
  [matmul_sycl_tla_fused]   :    0.107 ms     2.503 TFLOPS  speedup= 0.77x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt1-4096-4096-16] 
  [oneDNN]                  :    0.082 ms     6.567 TFLOPS
  [matmul_sycl_tla_fused]   :    0.111 ms     4.835 TFLOPS  speedup= 0.74x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt1-4096-4096-32] 
  [oneDNN]                  :    0.083 ms    12.903 TFLOPS
  [matmul_sycl_tla_fused]   :    0.112 ms     9.625 TFLOPS  speedup= 0.75x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt1-4096-4096-128] 
  [oneDNN]                  :    0.120 ms    35.932 TFLOPS
  [matmul_sycl_tla_fused]   :    0.120 ms    35.670 TFLOPS  speedup= 0.99x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt1-4096-4096-1024] 
  [oneDNN]                  :    0.409 ms    83.996 TFLOPS
  [matmul_sycl_tla_fused]   :    0.453 ms    75.779 TFLOPS  speedup= 0.90x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt1-4096-4096-2048] 
  [oneDNN]                  :    0.807 ms    85.108 TFLOPS
  [matmul_sycl_tla_fused]   :    0.868 ms    79.201 TFLOPS  speedup= 0.93x

PASSED
auto_round_extension/ark/test/test_matmul.py::test_xpu_compare_dnnl_vs_sycl_tla[dt1-4096-4096-4096] 
  [oneDNN]                  :    1.495 ms    91.915 TFLOPS
  [matmul_sycl_tla_fused]   :    1.618 ms    84.918 TFLOPS  speedup= 0.92x