From ffd0a998c71466c5122b2c488cd725dc4ec6f1a4 Mon Sep 17 00:00:00 2001
From: nscipione <nicolo.scipione@codeplay.com>
Date: Fri, 29 Nov 2024 14:40:35 +0000
Subject: [PATCH] Formatting

---
 ggml/src/ggml-sycl/dpct/helper.hpp | 28 ++++++++++++----------------
 ggml/src/ggml-sycl/ggml-sycl.cpp   | 14 ++++++--------
 ggml/src/ggml-sycl/outprod.cpp     | 11 +++--------
 3 files changed, 21 insertions(+), 32 deletions(-)

diff --git a/ggml/src/ggml-sycl/dpct/helper.hpp b/ggml/src/ggml-sycl/dpct/helper.hpp
index b92411cc3..cc9304e1a 100644
--- a/ggml/src/ggml-sycl/dpct/helper.hpp
+++ b/ggml/src/ggml-sycl/dpct/helper.hpp
@@ -1691,12 +1691,11 @@ namespace dpct
             auto data_c = get_memory<Tc>(c);
             oneapi::mkl::blas::column_major::gemm(
 #ifdef GGML_SYCL_NVIDIA
-            oneapi::mkl::backend_selector<oneapi::mkl::backend::cublas>{q},
+                oneapi::mkl::backend_selector<oneapi::mkl::backend::cublas>{ q },
 #else
-            q,
+                q,
 #endif
-                a_trans, b_trans, m, n, k, alpha_value, data_a, lda,
-                data_b, ldb, beta_value, data_c, ldc);
+                a_trans, b_trans, m, n, k, alpha_value, data_a, lda, data_b, ldb, beta_value, data_c, ldc);
         }
 
         template <typename VecT, class BinaryOperation, class = void>
@@ -1761,16 +1760,14 @@ namespace dpct
 
             sycl::event e = oneapi::mkl::blas::column_major::gemm_batch(
 #ifdef GGML_SYCL_NVIDIA
-            oneapi::mkl::backend_selector<oneapi::mkl::backend::cublas>{q},
+                oneapi::mkl::backend_selector<oneapi::mkl::backend::cublas>{ q },
 #else
-            q,
+                q,
 #endif
-                matrix_info->transpose_info, matrix_info->transpose_info + 1,
-                matrix_info->size_info, matrix_info->size_info + 1,
-                matrix_info->size_info + 2, matrix_info->value_info,
-                reinterpret_cast<const Ta **>(a), matrix_info->ld_info,
-                reinterpret_cast<const Tb **>(b), matrix_info->ld_info + 1,
-                matrix_info->value_info + 1, reinterpret_cast<Tc **>(c),
+                matrix_info->transpose_info, matrix_info->transpose_info + 1, matrix_info->size_info,
+                matrix_info->size_info + 1, matrix_info->size_info + 2, matrix_info->value_info,
+                reinterpret_cast<const Ta **>(a), matrix_info->ld_info, reinterpret_cast<const Tb **>(b),
+                matrix_info->ld_info + 1, matrix_info->value_info + 1, reinterpret_cast<Tc **>(c),
                 matrix_info->ld_info + 2, 1, &(matrix_info->groupsize_info));
 
             q.submit([&](sycl::handler &cgh)
@@ -1795,12 +1792,11 @@ namespace dpct
             auto data_c = get_memory<Tc>(c);
             oneapi::mkl::blas::column_major::gemm_batch(
 #ifdef GGML_SYCL_NVIDIA
-            oneapi::mkl::backend_selector<oneapi::mkl::backend::cublas>{q},
+                oneapi::mkl::backend_selector<oneapi::mkl::backend::cublas>{ q },
 #else
-            q,
+                q,
 #endif
-                a_trans, b_trans, m, n, k, alpha_value, data_a, lda,
-                stride_a, data_b, ldb, stride_b, beta_value,
+                a_trans, b_trans, m, n, k, alpha_value, data_a, lda, stride_a, data_b, ldb, stride_b, beta_value,
                 data_c, ldc, stride_c, batch_size);
         }
 
diff --git a/ggml/src/ggml-sycl/ggml-sycl.cpp b/ggml/src/ggml-sycl/ggml-sycl.cpp
index 0f97bc7ef..b5ae9781c 100644
--- a/ggml/src/ggml-sycl/ggml-sycl.cpp
+++ b/ggml/src/ggml-sycl/ggml-sycl.cpp
@@ -2562,15 +2562,13 @@ inline void ggml_sycl_op_mul_mat_sycl(
         const float beta = 0.0f;
 #if !GGML_SYCL_DNNL
         SYCL_CHECK(CHECK_TRY_ERROR(oneapi::mkl::blas::column_major::gemm(
-#ifdef GGML_SYCL_NVIDIA
-            oneapi::mkl::backend_selector<oneapi::mkl::backend::cublas>{*stream},
-#else
+#    ifdef GGML_SYCL_NVIDIA
+            oneapi::mkl::backend_selector<oneapi::mkl::backend::cublas>{ *stream },
+#    else
             *stream,
-#endif
-            oneapi::mkl::transpose::trans,
-            oneapi::mkl::transpose::nontrans, row_diff, src1_ncols, ne10,
-            dpct::get_value(&alpha, *stream), src0_ddf_i, ne00,
-            src1_ddf1_i, ne10, dpct::get_value(&beta, *stream),
+#    endif
+            oneapi::mkl::transpose::trans, oneapi::mkl::transpose::nontrans, row_diff, src1_ncols, ne10,
+            dpct::get_value(&alpha, *stream), src0_ddf_i, ne00, src1_ddf1_i, ne10, dpct::get_value(&beta, *stream),
             dst_dd_i, ldc)));
 #else
         auto dnnl_stream = ctx.stream_dnnl(stream);
diff --git a/ggml/src/ggml-sycl/outprod.cpp b/ggml/src/ggml-sycl/outprod.cpp
index 7a2bfd445..5b3c38315 100644
--- a/ggml/src/ggml-sycl/outprod.cpp
+++ b/ggml/src/ggml-sycl/outprod.cpp
@@ -42,17 +42,12 @@ void ggml_sycl_op_out_prod(ggml_backend_sycl_context& ctx, const ggml_tensor* sr
         // Perform matrix multiplication using oneMKL GEMM
         oneapi::mkl::blas::column_major::gemm(
 #ifdef GGML_SYCL_NVIDIA
-            oneapi::mkl::backend_selector<oneapi::mkl::backend::cublas>{*stream},
+            oneapi::mkl::backend_selector<oneapi::mkl::backend::cublas>{ *stream },
 #else
             *stream,
 #endif
-            oneapi::mkl::transpose::nontrans, src1_op,
-            ne0, ne1, ne01,
-            alpha,
-            src0_d, ne00,
-            src1_d, ldb,
-            beta,
-            dst_d, ne0);
+            oneapi::mkl::transpose::nontrans, src1_op, ne0, ne1, ne01, alpha, src0_d, ne00, src1_d, ldb, beta, dst_d,
+            ne0);
     }
     catch (sycl::exception const& exc) {
         std::cerr << exc.what() << std::endl;