77// ===----------------------------------------------------------------------===//
88#include < sycl/atomic_ref.hpp>
99#include < sycl/group_algorithm.hpp>
10+ #include < sycl/stream.hpp>
1011
1112template <typename T, size_t Rows, size_t Cols, layout Layout, use Use>
1213class matrix_process ;
@@ -40,6 +41,7 @@ void matrix_sum(big_matrix<T, NUM_ROWS / VF, NUM_COLS * VF> &M,
4041 size_t sg_size =
4142 get_sg_size<matrix_process<T, NUM_ROWS, NUM_COLS, Layout, Use>>(q);
4243 q.submit ([&](handler &cgh) {
44+ sycl::stream os{10000 , 5000 , cgh};
4345 sycl::accessor acc{buf, cgh, sycl::read_write};
4446 sycl::accessor v_rows{sum_rows_v, cgh, sycl::read_write};
4547 sycl::accessor v_cols{sum_cols_v, cgh, sycl::read_write};
@@ -79,9 +81,14 @@ void matrix_sum(big_matrix<T, NUM_ROWS / VF, NUM_COLS * VF> &M,
7981
8082 ext::intel::experimental::matrix::joint_matrix_apply (
8183 sg, sub, [&](T &x, size_t row, size_t col) {
84+ os << " sum_local_rows[" << row + global_idx * SROWS << " ] += " << x << " \n " ;
8285 sum_local_rows[row + global_idx * SROWS] += x;
86+ os << " sum_local_cols[" << col + global_idy / sg_size * SCOLS << " ] += " << x << " \n " ;
8387 sum_local_cols[col + global_idy / sg_size * SCOLS] += x;
8488 });
89+ os << " C:" ;
90+ joint_matrix_apply (sg, sub, [&](T x) { os << x << " " ; });
91+ os << " \n " ;
8592
8693 } else {
8794 joint_matrix<sub_group, T, Use, SROWS, SCOLS, Layout> sub;
@@ -123,9 +130,9 @@ void test_get_coord_op() {
123130 TResult sum_cols_ref[Cols] = {0 };
124131
125132 matrix_fill (Rows, Cols, (T *)M, [](int i, int j) { return T (i + j); });
126-
127133 matrix_vnni<T>(Rows, Cols, *M, *Mvnni, VF);
128134 big_matrix<T, Rows / VF, Cols * VF> MM ((T *)&Mvnni);
135+ // matrix_print(Rows / VF, Cols * VF, (T *)Mvnni);
129136
130137 matrix_sum<T, TResult, Rows, Cols, SROWS, SCOLS, Use, Layout, VF>(
131138 MM, sum_rows, sum_cols);
@@ -134,14 +141,20 @@ void test_get_coord_op() {
134141 for (int j = 0 ; j < Cols; j++) {
135142 sum_rows_ref[i] += (int )M[i][j];
136143 }
137- assert (std::fabs (sum_rows_ref[i] - sum_rows[i]) <= FLOAT_EPSILON);
144+ // std::cout << sum_rows_ref[i] << std::endl;
145+ if ((std::fabs (sum_rows_ref[i] - sum_rows[i]) > FLOAT_EPSILON))
146+ std::cout << " row ref invalid row = " << i << " : " << fabs (sum_rows_ref[i] - sum_rows[i]) << std::endl;
147+ // assert(std::fabs(sum_rows_ref[i] - sum_rows[i]) <= FLOAT_EPSILON);
138148 }
139149
140150 for (int j = 0 ; j < Cols; j++) {
141151 for (int i = 0 ; i < Rows; i++) {
142152 sum_cols_ref[j] += (int )M[i][j];
143153 }
144- assert (std::fabs (sum_cols_ref[j] - sum_cols[j]) <= FLOAT_EPSILON);
154+ // std::cout << sum_cols_ref[j] << std::endl;
155+ if ((std::fabs (sum_cols_ref[j] - sum_cols[j]) > FLOAT_EPSILON))
156+ std::cout << " col ref invalid row = " << j << " : " << fabs (sum_cols_ref[j] - sum_cols[j]) << std::endl;
157+ // assert(std::fabs(sum_cols_ref[j] - sum_cols[j]) <= FLOAT_EPSILON);
145158 }
146159}
147160
@@ -153,67 +166,71 @@ int main() {
153166 matrix_combinations>();
154167
155168 for (unsigned int i = 0 ; i < combinations.size (); i++) {
156- if (combinations[i].nsize == 0 ) { // Intel AMX
157- test_get_coord_op<bfloat16, float , /* TM*/ 16 , /* TK*/ 32 , use::a,
158- layout::row_major, 1 >();
159- test_get_coord_op<int8_t , int , /* TM*/ 16 , /* TK*/ 64 , use::a,
160- layout::row_major, 1 >();
161- test_get_coord_op<bfloat16, float , /* TK*/ 16 , /* TN*/ 16 , use::b,
162- layout::row_major, 1 >();
163- test_get_coord_op<int8_t , int32_t , /* TK*/ 64 , /* TN*/ 16 , use::b,
164- layout::row_major, 1 >();
165- test_get_coord_op<bfloat16, float , /* TK*/ 16 , /* TN*/ 16 , use::b,
166- layout::ext_intel_packed, 2 >();
167- test_get_coord_op<int8_t , int32_t , /* TK*/ 64 , /* TN*/ 16 , use::b,
168- layout::ext_intel_packed, 4 >();
169- test_get_coord_op<float , float , /* TM*/ 16 , /* TN*/ 16 , use::accumulator,
170- layout::row_major, 1 >();
171- test_get_coord_op<int32_t , int32_t , /* TM*/ 16 , /* TN*/ 16 ,
172- use::accumulator, layout::row_major, 1 >();
173- break ;
174- }
169+ // if (combinations[i].nsize == 0) { // Intel AMX
170+ // test_get_coord_op<bfloat16, float, /*TM*/ 16, /*TK*/ 32, use::a,
171+ // layout::row_major, 1>();
172+ // test_get_coord_op<int8_t, int, /*TM*/ 16, /*TK*/ 64, use::a,
173+ // layout::row_major, 1>();
174+ // test_get_coord_op<bfloat16, float, /*TK*/ 16, /*TN*/ 16, use::b,
175+ // layout::row_major, 1>();
176+ // test_get_coord_op<int8_t, int32_t, /*TK*/ 64, /*TN*/ 16, use::b,
177+ // layout::row_major, 1>();
178+ // test_get_coord_op<bfloat16, float, /*TK*/ 16, /*TN*/ 16, use::b,
179+ // layout::ext_intel_packed, 2>();
180+ // test_get_coord_op<int8_t, int32_t, /*TK*/ 64, /*TN*/ 16, use::b,
181+ // layout::ext_intel_packed, 4>();
182+ // test_get_coord_op<float, float, /*TM*/ 16, /*TN*/ 16, use::accumulator,
183+ // layout::row_major, 1>();
184+ // test_get_coord_op<int32_t, int32_t, /*TM*/ 16, /*TN*/ 16,
185+ // use::accumulator, layout::row_major, 1>();
186+ // break;
187+ // }
175188
176189 if (combinations[i].nsize == 16 ) { // architecture::intel_gpu_pvc
177- test_get_coord_op<bfloat16, float , /* TM*/ 8 , /* TK*/ 16 , use::a,
178- layout::row_major, 1 >();
179- test_get_coord_op<int8_t , int , /* TM*/ 8 , /* TK*/ 32 , use::a,
180- layout::row_major, 1 >();
181- test_get_coord_op<bfloat16, float , /* TK*/ 16 , /* TN*/ 16 , use::b,
182- layout::ext_intel_packed, 2 >();
183- test_get_coord_op<int8_t , int32_t , /* TK*/ 32 , /* TN*/ 16 , use::b,
184- layout::ext_intel_packed, 4 >();
185- test_get_coord_op<float , float , /* TM*/ 8 , /* TN*/ 16 , use::accumulator,
186- layout::row_major, 1 >();
187- test_get_coord_op<int32_t , int32_t , /* TM*/ 8 , /* TN*/ 16 , use::accumulator,
188- layout::row_major, 1 >();
190+ // test_get_coord_op<bfloat16, float, /*TM*/ 8, /*TK*/ 16, use::a,
191+ // layout::row_major, 1>();
192+ // test_get_coord_op<int8_t, int, /*TM*/ 8, /*TK*/ 32, use::a,
193+ // layout::row_major, 1>();
194+ // test_get_coord_op<bfloat16, float, /*TK*/ 16, /*TN*/ 16, use::b,
195+ // layout::ext_intel_packed, 2>();
196+ // test_get_coord_op<int8_t, int32_t, /*TK*/ 32, /*TN*/ 16, use::b,
197+ // layout::ext_intel_packed, 4>();
198+ // test_get_coord_op<float, float, /*TM*/ 8, /*TN*/ 16, use::accumulator,
199+ // layout::row_major, 1>();
200+ // test_get_coord_op<int32_t, int32_t, /*TM*/ 8, /*TN*/ 16, use::accumulator,
201+ // layout::row_major, 1>();
189202 // This combination is not currently supported for sub group size = 32 in
190203 // IGC
191204#if (!defined(SG_SZ) || SG_SZ != 32)
192- test_get_coord_op<bfloat16, float , /* TK*/ 16 , /* TN*/ 16 , use::b,
193- layout::row_major, 1 >();
194- test_get_coord_op<int8_t , int32_t , /* TK*/ 32 , /* TN*/ 16 , use::b,
205+ // test_get_coord_op<bfloat16, float, /*TK*/ 16, /*TN*/ 16, use::b,
206+ // layout::row_major, 1>();
207+ // test_get_coord_op<int8_t, int32_t, /*TK*/ 32, /*TN*/ 16, use::b,
208+ // layout::row_major, 1>();
209+ // test_get_coord_op<float, float, /*TM*/ 32, /*TN*/ 64, use::accumulator,
210+ // layout::row_major, 1>();
211+ test_get_coord_op<bfloat16, float , /* TM*/ 1 , /* TN*/ 64 , use::accumulator,
195212 layout::row_major, 1 >();
196213#endif
197214 break ;
198215 }
199216
200217 if (combinations[i].nsize == 8 ) { // architecture::intel_gpu_dg2*
201- test_get_coord_op<bfloat16, float , /* TM*/ 8 , /* TK*/ 16 , use::a,
202- layout::row_major, 1 >();
203- test_get_coord_op<int8_t , int , /* TM*/ 8 , /* TK*/ 32 , use::a,
204- layout::row_major, 1 >();
205- test_get_coord_op<bfloat16, float , /* TK*/ 16 , /* TN*/ 8 , use::b,
206- layout::row_major, 1 >();
207- test_get_coord_op<int8_t , int32_t , /* TK*/ 32 , /* TN*/ 8 , use::b,
208- layout::row_major, 1 >();
209- test_get_coord_op<bfloat16, float , /* TK*/ 16 , /* TN*/ 8 , use::b,
210- layout::ext_intel_packed, 2 >();
211- test_get_coord_op<int8_t , int32_t , /* TK*/ 32 , /* TN*/ 8 , use::b,
212- layout::ext_intel_packed, 4 >();
213- test_get_coord_op<float , float , /* TM*/ 8 , /* TN*/ 8 , use::accumulator,
214- layout::row_major, 1 >();
215- test_get_coord_op<int32_t , int32_t , /* TM*/ 8 , /* TN*/ 8 , use::accumulator,
216- layout::row_major, 1 >();
218+ // test_get_coord_op<bfloat16, float, /*TM*/ 8, /*TK*/ 16, use::a,
219+ // layout::row_major, 1>();
220+ // test_get_coord_op<int8_t, int, /*TM*/ 8, /*TK*/ 32, use::a,
221+ // layout::row_major, 1>();
222+ // test_get_coord_op<bfloat16, float, /*TK*/ 16, /*TN*/ 8, use::b,
223+ // layout::row_major, 1>();
224+ // test_get_coord_op<int8_t, int32_t, /*TK*/ 32, /*TN*/ 8, use::b,
225+ // layout::row_major, 1>();
226+ // test_get_coord_op<bfloat16, float, /*TK*/ 16, /*TN*/ 8, use::b,
227+ // layout::ext_intel_packed, 2>();
228+ // test_get_coord_op<int8_t, int32_t, /*TK*/ 32, /*TN*/ 8, use::b,
229+ // layout::ext_intel_packed, 4>();
230+ // test_get_coord_op<float, float, /*TM*/ 8, /*TN*/ 8, use::accumulator,
231+ // layout::row_major, 1>();
232+ // test_get_coord_op<int32_t, int32_t, /*TM*/ 8, /*TN*/ 8, use::accumulator,
233+ // layout::row_major, 1>();
217234 break ;
218235 }
219236 }
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