Call RECORD_FUNCTION not only for IPEX on XeTLA benchmarks (#3027)

The same way as for Triton benchmarks, let's see how it works.

Ref: #2510


https://github.com/intel/intel-xpu-backend-for-triton/actions/runs/12379668850
(upstream profiler)

Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com>

Author: anmyachev

benchmarks/xetla_kernel/python_main.cpp

@@ -12,6 +12,7 @@
 #ifdef USE_IPEX
 #include <ipex.h>
 #else
+#include <ATen/record_function.h>
 #include <c10/xpu/XPUStream.h>
 #endif
 
@@ -43,9 +44,7 @@ at::Tensor softmax(const at::Tensor &input, const at::Tensor &output,
                    const int64_t dim) {
   CHECK_INPUT(input);
   CHECK_INPUT(output);
-#ifdef USE_IPEX
   RECORD_FUNCTION("xetla softmax", {});
-#endif
 
   auto queue = get_current_sycl_queue();
   auto evt = softmax_forward<T>(input.data_ptr(), output.data_ptr(), queue);
@@ -63,9 +62,7 @@ at::Tensor bf16_gemm(const at::Tensor &a, const at::Tensor &b,
   CHECK_INPUT(b);
   CHECK_INPUT(c);
   CHECK_INPUT(acc);
-#ifdef USE_IPEX
   RECORD_FUNCTION("xetla gemm", {});
-#endif
 
   auto queue = get_current_sycl_queue();
   auto evt = gemm_run<T>(a.data_ptr(), b.data_ptr(), c.data_ptr(),
@@ -83,9 +80,7 @@ at::Tensor bf16_stream_k_gemm(const at::Tensor &a, const at::Tensor &b,
   CHECK_INPUT(b);
   CHECK_INPUT(c);
   CHECK_INPUT(acc);
-#ifdef USE_IPEX
   RECORD_FUNCTION("xetla stream_k_gemm", {});
-#endif
 
   auto queue = get_current_sycl_queue();
   auto evt = stream_k_gemm_run(a.data_ptr(), b.data_ptr(), c.data_ptr(),
@@ -105,9 +100,7 @@ at::Tensor bf16_split_k_gemm(const at::Tensor &a, const at::Tensor &b,
   CHECK_INPUT(b);
   CHECK_INPUT(c);
   CHECK_INPUT(acc);
-#ifdef USE_IPEX
   RECORD_FUNCTION("xetla split_k_gemm", {});
-#endif
 
   auto queue = get_current_sycl_queue();
   auto evt = split_k_gemm_run<m, k, n, kslicing_type>(
@@ -143,9 +136,7 @@ void flash_attn(const at::Tensor &q, const at::Tensor &k, const at::Tensor &v,
   CHECK_INPUT(bias);
   CHECK_INPUT(m);
   CHECK_INPUT(l);
-#ifdef USE_IPEX
   RECORD_FUNCTION("xetla fa", {});
-#endif
 
   auto queue = get_current_sycl_queue();
 
@@ -212,9 +203,7 @@ void flash_attn_bwd(const at::Tensor &grad_out, const at::Tensor &q,
   CHECK_INPUT(grad_value);
   CHECK_INPUT(grad_bias);
 
-#ifdef USE_IPEX
   RECORD_FUNCTION("xetla fa", {});
-#endif
 
   auto queue = get_current_sycl_queue();