xref: /aosp_15_r20/external/ComputeLibrary/cl_kernels/repeat.hembed (revision c217d954acce2dbc11938adb493fc0abd69584f3) 
1R"(
2#ifndef ARM_COMPUTE_REPEAT_H
3#define ARM_COMPUTE_REPEAT_H
4
5
6#ifndef ARM_COMPUTE_HELPER_H
7#define ARM_COMPUTE_HELPER_H
8
9
10
11
12#define STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
13    VSTORE(N0)                                                 \
14    (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));
15
16#define STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
17    STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
18    VSTORE(N0)                                                 \
19    (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));
20
21#define STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
22    STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
23    VSTORE(N0)                                                 \
24    (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));
25
26#define STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
27    STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
28    VSTORE(N0)                                                 \
29    (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));
30
31#define STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
32    STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
33    VSTORE(N0)                                                 \
34    (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));
35
36#define STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
37    STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
38    VSTORE(N0)                                                 \
39    (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));
40
41#define STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
42    STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
43    VSTORE(N0)                                                 \
44    (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));
45
46#define STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
47    STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
48    VSTORE(N0)                                                 \
49    (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));
50
51#define STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
52    STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
53    VSTORE(N0)                                                 \
54    (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));
55
56#define STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
57    STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)      \
58    VSTORE(N0)                                                  \
59    (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));
60
61#define STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
62    STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
63    VSTORE(N0)                                                  \
64    (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));
65
66#define STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
67    STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
68    VSTORE(N0)                                                  \
69    (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));
70
71#define STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
72    STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
73    VSTORE(N0)                                                  \
74    (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));
75
76#define STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
77    STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
78    VSTORE(N0)                                                  \
79    (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));
80
81#define STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
82    STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
83    VSTORE(N0)                                                  \
84    (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));
85
86#define STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
87    STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
88    VSTORE(N0)                                                  \
89    (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));
90
91
92
93#define CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
94    VSTORE(N0)                                                         \
95    (CONVERT_SAT((BASENAME##0), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));
96
97#define CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
98    CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
99    VSTORE(N0)                                                         \
100    (CONVERT_SAT((BASENAME##1), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));
101
102#define CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
103    CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
104    VSTORE(N0)                                                         \
105    (CONVERT_SAT((BASENAME##2), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));
106
107#define CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
108    CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
109    VSTORE(N0)                                                         \
110    (CONVERT_SAT((BASENAME##3), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));
111
112#define CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
113    CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
114    VSTORE(N0)                                                         \
115    (CONVERT_SAT((BASENAME##4), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));
116
117#define CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
118    CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
119    VSTORE(N0)                                                         \
120    (CONVERT_SAT((BASENAME##5), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));
121
122#define CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
123    CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
124    VSTORE(N0)                                                         \
125    (CONVERT_SAT((BASENAME##6), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));
126
127#define CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
128    CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
129    VSTORE(N0)                                                         \
130    (CONVERT_SAT((BASENAME##7), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));
131
132#define CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
133    CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
134    VSTORE(N0)                                                         \
135    (CONVERT_SAT((BASENAME##8), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));
136
137#define CONVERT_STORE_ROW_10(N0, DATA, BASENAME, PTR, STRIDE_Y, Z) \
138    CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
139    VSTORE(N0)                                                     \
140    (CONVERT_SAT((BASENAME##9), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));
141
142#define CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
143    CONVERT_STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
144    VSTORE(N0)                                                          \
145    (CONVERT_SAT((BASENAME##A), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));
146
147#define CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
148    CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
149    VSTORE(N0)                                                          \
150    (CONVERT_SAT((BASENAME##B), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));
151
152#define CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
153    CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
154    VSTORE(N0)                                                          \
155    (CONVERT_SAT((BASENAME##C), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));
156
157#define CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
158    CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
159    VSTORE(N0)                                                          \
160    (CONVERT_SAT((BASENAME##D), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));
161
162#define CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
163    CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
164    VSTORE(N0)                                                          \
165    (CONVERT_SAT((BASENAME##E), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));
166
167#define CONVERT_STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
168    CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
169    VSTORE(N0)                                                          \
170    (CONVERT_SAT((BASENAME##F), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));
171
172
173
174
175#define STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
176#define STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
177
178
179
180#define CONVERT_STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) CONVERT_STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
181#define CONVERT_STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) CONVERT_STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
182
183
184
185#define STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
186    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
187    (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));
188
189#define STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
190    STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
191    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
192    (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));
193
194#define STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
195    STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
196    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
197    (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));
198
199#define STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
200    STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
201    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
202    (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));
203
204#define STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
205    STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
206    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
207    (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));
208
209#define STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
210    STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
211    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
212    (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));
213
214#define STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
215    STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
216    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
217    (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));
218
219#define STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
220    STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
221    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
222    (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));
223
224#define STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
225    STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
226    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
227    (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));
228
229#define STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
230    STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)      \
231    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
232    (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));
233
234#define STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
235    STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
236    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
237    (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));
238
239#define STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
240    STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
241    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
242    (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));
243
244#define STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
245    STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
246    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
247    (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));
248
249#define STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
250    STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
251    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
252    (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));
253
254#define STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
255    STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
256    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
257    (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));
258
259#define STORE_ROW_PARTIAL_16(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
260    STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
261    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
262    (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));
263
264
265
266#define STORE_BLOCK_PARTIAL_STR(STORE_M0, STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_ROW_PARTIAL_##STORE_M0(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
267#define STORE_BLOCK_PARTIAL(STORE_M0, STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_BLOCK_PARTIAL_STR(STORE_M0, STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
268
269#define STORE_BLOCK_PARTIAL_IN_X_AND_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \
270    if(!(PARTIAL_COND_X) && !(PARTIAL_COND_Y))                                                                                                            \
271    {                                                                                                                                                     \
272        STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                                                                           \
273    }                                                                                                                                                     \
274    else if((PARTIAL_COND_Y) && !(PARTIAL_COND_X))                                                                                                        \
275    {                                                                                                                                                     \
276        STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                                                             \
277    }                                                                                                                                                     \
278    else if(!(PARTIAL_COND_Y) && (PARTIAL_COND_X))                                                                                                        \
279    {                                                                                                                                                     \
280        STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                                                             \
281    }                                                                                                                                                     \
282    else                                                                                                                                                  \
283    {                                                                                                                                                     \
284        STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                                               \
285    }
286
287#define STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X) \
288    if(!(PARTIAL_COND_X))                                                                                         \
289    {                                                                                                             \
290        STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                                   \
291    }                                                                                                             \
292    else                                                                                                          \
293    {                                                                                                             \
294        STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                     \
295    }
296
297#define STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y) \
298    if(!(PARTIAL_COND_Y))                                                                                         \
299    {                                                                                                             \
300        STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                                   \
301    }                                                                                                             \
302    else                                                                                                          \
303    {                                                                                                             \
304        STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                     \
305    }
306
307
308#if defined(PARTIAL_STORE_M0) && defined(PARTIAL_STORE_N0)
309
310
311#if PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 == 0
312
313#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \
314    STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
315
316#elif PARTIAL_STORE_M0 > 0 && PARTIAL_STORE_N0 == 0
317
318#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \
319    STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y)
320
321#elif PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 > 0
322
323#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \
324    STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X)
325
326#else
327
328#define STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X) \
329    STORE_BLOCK_PARTIAL_IN_X_AND_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_STORE_N0, PARTIAL_COND_Y, PARTIAL_COND_X)
330
331#endif
332
333#endif
334
335
336#if defined(PARTIAL_STORE_M0)
337
338#define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \
339    ((uint)(max(0, (int)(y * M0) - (int)((M0 - PARTIAL_STORE_M0) % M0))))
340#else
341#define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \
342    ((uint)(y * M0))
343#endif
344
345
346
347#define STORE_VECTOR_SELECT(basename, data_type, ptr, vec_size, leftover, cond) \
348    STORE_BLOCK_PARTIAL_IN_X(1, vec_size, data_type, basename, ptr, 0, 0, leftover, cond)
349
350
351#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16)
352#pragma OPENCL EXTENSION cl_khr_fp16 : enable
353#endif
354
355#if defined(ARM_COMPUTE_OPENCL_DOT8_ENABLED) && defined(cl_arm_integer_dot_product_int8)
356#pragma OPENCL EXTENSION cl_arm_integer_dot_product_int8 : enable
357#endif
358
359#if defined(ARM_COMPUTE_OPENCL_DOT8_ACC_ENABLED) && defined(cl_arm_integer_dot_product_accumulate_int8)
360#pragma OPENCL EXTENSION cl_arm_integer_dot_product_accumulate_int8 : enable
361#endif
362
363#if defined(ARM_COMPUTE_DEBUG_ENABLED) && defined(cl_arm_printf)
364#pragma OPENCL EXTENSION cl_arm_printf : enable
365#endif
366
367#define GPU_ARCH_MIDGARD 0x100
368#define GPU_ARCH_BIFROST 0x200
369#define GPU_ARCH_VALHALL 0x300
370
371
372#define CONCAT(a, b) a##b
373
374
375#define EXPAND(x) x
376
377
378#define CLAMP(x, min_val, max_val) min(max(x, min_val), max_val)
379
380
381#define REV1(x) ((x))
382#define REV2(x) ((x).s10)
383#define REV3(x) ((x).s210)
384#define REV4(x) ((x).s3210)
385#define REV8(x) ((x).s76543210)
386#define REV16(x) ((x).sFEDCBA9876543210)
387
388
389
390#define REVERSE_STR(x, s) REV##s((x))
391#define REVERSE(x, s) REVERSE_STR(x, s)
392
393
394
395#define ROT1_0(x) ((x))
396#define ROT1_1(x) ((x))
397
398#define ROT2_0(x) ((x))
399#define ROT2_1(x) ((x).s10)
400#define ROT2_2(x) ((x))
401
402#define ROT3_0(x) ((x))
403#define ROT3_1(x) ((x).s201)
404#define ROT3_2(x) ((x).s120)
405#define ROT3_3(x) ((x))
406
407#define ROT4_0(x) ((x))
408#define ROT4_1(x) ((x).s3012)
409#define ROT4_2(x) ((x).s2301)
410#define ROT4_3(x) ((x).s1230)
411#define ROT4_4(x) ((x))
412
413#define ROT8_0(x) ((x))
414#define ROT8_1(x) ((x).s70123456)
415#define ROT8_2(x) ((x).s67012345)
416#define ROT8_3(x) ((x).s56701234)
417#define ROT8_4(x) ((x).s45670123)
418#define ROT8_5(x) ((x).s34567012)
419#define ROT8_6(x) ((x).s23456701)
420#define ROT8_7(x) ((x).s12345670)
421#define ROT8_8(x) ((x))
422
423#define ROT16_0(x) ((x))
424#define ROT16_1(x) ((x).sF0123456789ABCDE)
425#define ROT16_2(x) ((x).sEF0123456789ABCD)
426#define ROT16_3(x) ((x).sDEF0123456789ABC)
427#define ROT16_4(x) ((x).sCDEF0123456789AB)
428#define ROT16_5(x) ((x).sBCDEF0123456789A)
429#define ROT16_6(x) ((x).sABCDEF0123456789)
430#define ROT16_7(x) ((x).s9ABCDEF012345678)
431#define ROT16_8(x) ((x).s89ABCDEF01234567)
432#define ROT16_9(x) ((x).s789ABCDEF0123456)
433#define ROT16_10(x) ((x).s6789ABCDEF012345)
434#define ROT16_11(x) ((x).s56789ABCDEF01234)
435#define ROT16_12(x) ((x).s456789ABCDEF0123)
436#define ROT16_13(x) ((x).s3456789ABCDEF012)
437#define ROT16_14(x) ((x).s23456789ABCDEF01)
438#define ROT16_15(x) ((x).s123456789ABCDEF0)
439#define ROT16_16(x) ((x))
440
441
442
443#define ROTATE_STR(x, s, n) ROT##s##_##n(x)
444#define ROTATE(x, s, n) ROTATE_STR(x, s, n)
445
446
447
448#define V_OFFS1(dt) (dt##1)(0)
449#define V_OFFS2(dt) (dt##2)(0, 1)
450#define V_OFFS3(dt) (dt##3)(0, 1, 2)
451#define V_OFFS4(dt) (dt##4)(0, 1, 2, 3)
452#define V_OFFS8(dt) (dt##8)(0, 1, 2, 3, 4, 5, 6, 7)
453#define V_OFFS16(dt) (dt##16)(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15)
454
455
456
457#define VEC_OFFS_STR(dt, s) V_OFFS##s(dt)
458#define VEC_OFFS(dt, s) VEC_OFFS_STR(dt, s)
459
460
461#define VLOAD_STR(size) vload##size
462#define VLOAD(size) VLOAD_STR(size)
463
464
465#define VLOAD_PARTIAL_STR(size, load_size) vload_partial_##size##_##load_size
466#define VLOAD_PARTIAL(size, load_size) VLOAD_PARTIAL_STR(size, load_size)
467
468#define NO_LOAD(data, offs, ptr) \
469    {                            \
470    }
471
472
473#define vload_partial_1_0 NO_LOAD
474#define vload_partial_1_1 vload1
475#define vload_partial_1_2 NO_LOAD
476#define vload_partial_1_3 NO_LOAD
477#define vload_partial_1_4 NO_LOAD
478#define vload_partial_1_5 NO_LOAD
479#define vload_partial_1_6 NO_LOAD
480#define vload_partial_1_7 NO_LOAD
481#define vload_partial_1_8 NO_LOAD
482#define vload_partial_1_9 NO_LOAD
483#define vload_partial_1_10 NO_LOAD
484#define vload_partial_1_11 NO_LOAD
485#define vload_partial_1_12 NO_LOAD
486#define vload_partial_1_13 NO_LOAD
487#define vload_partial_1_14 NO_LOAD
488#define vload_partial_1_15 NO_LOAD
489#define vload_partial_1_16 NO_LOAD
490
491#define vload_partial_2_0 NO_LOAD
492#define vload_partial_2_1 vload_partial_1
493#define vload_partial_2_2 vload_partial_2
494#define vload_partial_2_3 NO_LOAD
495#define vload_partial_2_4 NO_LOAD
496#define vload_partial_2_5 NO_LOAD
497#define vload_partial_2_6 NO_LOAD
498#define vload_partial_2_7 NO_LOAD
499#define vload_partial_2_8 NO_LOAD
500#define vload_partial_2_9 NO_LOAD
501#define vload_partial_2_10 NO_LOAD
502#define vload_partial_2_11 NO_LOAD
503#define vload_partial_2_12 NO_LOAD
504#define vload_partial_2_13 NO_LOAD
505#define vload_partial_2_14 NO_LOAD
506#define vload_partial_2_15 NO_LOAD
507#define vload_partial_2_16 NO_LOAD
508
509#define vload_partial_3_0 NO_LOAD
510#define vload_partial_3_1 vload_partial_1
511#define vload_partial_3_2 vload_partial_2
512#define vload_partial_3_3 vload_partial_3
513#define vload_partial_3_4 NO_LOAD
514#define vload_partial_3_5 NO_LOAD
515#define vload_partial_3_6 NO_LOAD
516#define vload_partial_3_7 NO_LOAD
517#define vload_partial_3_8 NO_LOAD
518#define vload_partial_3_9 NO_LOAD
519#define vload_partial_3_10 NO_LOAD
520#define vload_partial_3_11 NO_LOAD
521#define vload_partial_3_12 NO_LOAD
522#define vload_partial_3_13 NO_LOAD
523#define vload_partial_3_14 NO_LOAD
524#define vload_partial_3_15 NO_LOAD
525#define vload_partial_3_16 NO_LOAD
526
527#define vload_partial_4_0 NO_LOAD
528#define vload_partial_4_1 vload_partial_1
529#define vload_partial_4_2 vload_partial_2
530#define vload_partial_4_3 vload_partial_3
531#define vload_partial_4_4 vload_partial_4
532#define vload_partial_4_5 NO_LOAD
533#define vload_partial_4_6 NO_LOAD
534#define vload_partial_4_7 NO_LOAD
535#define vload_partial_4_8 NO_LOAD
536#define vload_partial_4_9 NO_LOAD
537#define vload_partial_4_10 NO_LOAD
538#define vload_partial_4_11 NO_LOAD
539#define vload_partial_4_12 NO_LOAD
540#define vload_partial_4_13 NO_LOAD
541#define vload_partial_4_14 NO_LOAD
542#define vload_partial_4_15 NO_LOAD
543#define vload_partial_4_16 NO_LOAD
544
545#define vload_partial_8_0 NO_LOAD
546#define vload_partial_8_1 vload_partial_1
547#define vload_partial_8_2 vload_partial_2
548#define vload_partial_8_3 vload_partial_3
549#define vload_partial_8_4 vload_partial_4
550#define vload_partial_8_5 vload_partial_5
551#define vload_partial_8_6 vload_partial_6
552#define vload_partial_8_7 vload_partial_7
553#define vload_partial_8_8 vload_partial_8
554#define vload_partial_8_9 NO_LOAD
555#define vload_partial_8_10 NO_LOAD
556#define vload_partial_8_11 NO_LOAD
557#define vload_partial_8_12 NO_LOAD
558#define vload_partial_8_13 NO_LOAD
559#define vload_partial_8_14 NO_LOAD
560#define vload_partial_8_15 NO_LOAD
561#define vload_partial_8_16 NO_LOAD
562
563#define vload_partial_16_0 NO_LOAD
564#define vload_partial_16_1 vload_partial_1
565#define vload_partial_16_2 vload_partial_2
566#define vload_partial_16_3 vload_partial_3
567#define vload_partial_16_4 vload_partial_4
568#define vload_partial_16_5 vload_partial_5
569#define vload_partial_16_6 vload_partial_6
570#define vload_partial_16_7 vload_partial_7
571#define vload_partial_16_8 vload_partial_8
572#define vload_partial_16_9 vload_partial_9
573#define vload_partial_16_10 vload_partial_10
574#define vload_partial_16_11 vload_partial_11
575#define vload_partial_16_12 vload_partial_12
576#define vload_partial_16_13 vload_partial_13
577#define vload_partial_16_14 vload_partial_14
578#define vload_partial_16_15 vload_partial_15
579#define vload_partial_16_16 vload_partial_16
580
581
582#define vload_partial_1(DATA, OFFSET, PTR) \
583    DATA.s0 = vload1(OFFSET, PTR);
584
585#define vload_partial_2(DATA, OFFSET, PTR) \
586    DATA.s01 = vload2(OFFSET, PTR);
587
588#define vload_partial_3(DATA, OFFSET, PTR) \
589    DATA.s012 = vload3(OFFSET, PTR);
590
591#define vload_partial_4(DATA, OFFSET, PTR) \
592    DATA.s0123 = vload4(OFFSET, PTR);
593
594#define vload_partial_5(DATA, OFFSET, PTR)    \
595    vload_partial_4(DATA.s0123, OFFSET, PTR); \
596    DATA.s4 = vload1(OFFSET, PTR + 4);
597
598#define vload_partial_6(DATA, OFFSET, PTR)    \
599    vload_partial_4(DATA.s0123, OFFSET, PTR); \
600    vload_partial_2(DATA.s45, OFFSET, PTR + 4);
601
602#define vload_partial_7(DATA, OFFSET, PTR)    \
603    vload_partial_4(DATA.s0123, OFFSET, PTR); \
604    vload_partial_3(DATA.s456, OFFSET, PTR + 4);
605
606#define vload_partial_8(DATA, OFFSET, PTR) \
607    DATA.s01234567 = vload8(OFFSET, PTR);
608
609#define vload_partial_9(DATA, OFFSET, PTR)        \
610    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
611    DATA.s8 = vload1(OFFSET, PTR + 8);
612
613#define vload_partial_10(DATA, OFFSET, PTR)       \
614    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
615    vload_partial_2(DATA.s89, OFFSET, PTR + 8);
616
617#define vload_partial_11(DATA, OFFSET, PTR)       \
618    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
619    vload_partial_3(DATA.s89A, OFFSET, PTR + 8);
620
621#define vload_partial_12(DATA, OFFSET, PTR)       \
622    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
623    vload_partial_4(DATA.s89AB, OFFSET, PTR + 8);
624
625#define vload_partial_13(DATA, OFFSET, PTR)       \
626    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
627    vload_partial_5(DATA.s89ABCDEF, OFFSET, PTR + 8);
628
629#define vload_partial_14(DATA, OFFSET, PTR)       \
630    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
631    vload_partial_6(DATA.s89ABCDEF, OFFSET, PTR + 8);
632
633#define vload_partial_15(DATA, OFFSET, PTR)       \
634    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
635    vload_partial_7(DATA.s89ABCDEF, OFFSET, PTR + 8);
636
637#define vload_partial_16(DATA, OFFSET, PTR) \
638    DATA = vload16(OFFSET, PTR);
639
640
641
642#define PIXEL_UNIT4 1
643#define PIXEL_UNIT8 2
644#define PIXEL_UNIT16 4
645
646
647#define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size) PIXEL_UNIT##vec_size
648#define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT(vec_size) CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size)
649
650
651#define read_image2d_floatx1(img, x_coord, y_coord) (float4)(read_imagef(img, (int2)(x_coord, y_coord)));
652#define read_image2d_floatx2(img, x_coord, y_coord) (float8)(read_imagef(img, (int2)(x_coord, y_coord)), read_imagef(img, (int2)(x_coord + 1, y_coord)));
653#define read_image2d_floatx4(img, x_coord, y_coord) (float16)(read_imagef(img, (int2)(x_coord, y_coord)), read_imagef(img, (int2)(x_coord + 1, y_coord)), read_imagef(img, (int2)(x_coord + 2, y_coord)), read_imagef(img, (int2)(x_coord + 3, y_coord)));
654
655#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16)
656#define read_image2d_halfx1(img, x_coord, y_coord) (half4)(read_imageh(img, (int2)(x_coord, y_coord)));
657#define read_image2d_halfx2(img, x_coord, y_coord) (half8)(read_imageh(img, (int2)(x_coord, y_coord)), read_imageh(img, (int2)(x_coord + 1, y_coord)));
658#define read_image2d_halfx4(img, x_coord, y_coord) (half16)(read_imageh(img, (int2)(x_coord, y_coord)), read_imageh(img, (int2)(x_coord + 1, y_coord)), read_imageh(img, (int2)(x_coord + 2, y_coord)), read_imageh(img, (int2)(x_coord + 3, y_coord)));
659#endif
660
661#define write_image2d_floatx1(img, x_coord, y_coord, values) (write_imagef(img, (int2)(x_coord, y_coord), values));
662#define write_image2d_floatx2(img, x_coord, y_coord, values) (write_imagef(img, (int2)(x_coord, y_coord), values.s0123), write_imagef(img, (int2)(x_coord + 1, y_coord), values.s4567));
663#define write_image2d_floatx4(img, x_coord, y_coord, values) (write_imagef(img, (int2)(x_coord, y_coord), values.s0123), write_imagef(img, (int2)(x_coord + 1, y_coord), values.s4567), write_imagef(img, (int2)(x_coord + 2, y_coord), values.s89AB), write_imagef(img, (int2)(x_coord + 3, y_coord), values.sCDEF));
664
665#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16)
666#define write_image2d_halfx1(img, x_coord, y_coord, values) (write_imageh(img, (int2)(x_coord, y_coord), values));
667#define write_image2d_halfx2(img, x_coord, y_coord, values) (write_imageh(img, (int2)(x_coord, y_coord), values.s0123), write_imageh(img, (int2)(x_coord + 1, y_coord), values.s4567));
668#define write_image2d_halfx4(img, x_coord, y_coord, values) (write_imageh(img, (int2)(x_coord, y_coord), values.s0123), write_imageh(img, (int2)(x_coord + 1, y_coord), values.s4567), write_imageh(img, (int2)(x_coord + 2, y_coord), values.s89AB), write_imageh(img, (int2)(x_coord + 3, y_coord), values.sCDEF));
669#endif
670
671
672#define READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord) read_image2d_##data_type##x##n0(img, x_coord, y_coord)
673#define READ_IMAGE2D(data_type, n0, img, x_coord, y_coord) READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord)
674
675
676#define WRITE_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord, values) write_image2d_##data_type##x##n0(img, x_coord, y_coord, values)
677#define WRITE_IMAGE2D(data_type, n0, img, x_coord, y_coord, values) WRITE_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord, values)
678
679#define VSTORE_STR(size) vstore##size
680#define VSTORE(size) VSTORE_STR(size)
681
682#define float1 float
683#define half1 half
684#define char1 char
685#define uchar1 uchar
686#define short1 short
687#define ushort1 ushort
688#define int1 int
689#define uint1 uint
690#define long1 long
691#define ulong1 ulong
692#define double1 double
693
694#define vload1(OFFSET, PTR) *(OFFSET + PTR)
695#define vstore1(DATA, OFFSET, PTR) *(OFFSET + PTR) = DATA
696
697
698#define VSTORE_PARTIAL_STR(size, store_size) vstore_partial_##size##_##store_size
699#define VSTORE_PARTIAL(size, store_size) VSTORE_PARTIAL_STR(size, store_size)
700
701#define NO_STORE(data, offs, ptr) \
702    {                             \
703    }
704
705
706#define vstore_partial_1_0 NO_STORE
707#define vstore_partial_1_1 vstore1
708#define vstore_partial_1_2 NO_STORE
709#define vstore_partial_1_3 NO_STORE
710#define vstore_partial_1_4 NO_STORE
711#define vstore_partial_1_5 NO_STORE
712#define vstore_partial_1_6 NO_STORE
713#define vstore_partial_1_7 NO_STORE
714#define vstore_partial_1_8 NO_STORE
715#define vstore_partial_1_9 NO_STORE
716#define vstore_partial_1_10 NO_STORE
717#define vstore_partial_1_11 NO_STORE
718#define vstore_partial_1_12 NO_STORE
719#define vstore_partial_1_13 NO_STORE
720#define vstore_partial_1_14 NO_STORE
721#define vstore_partial_1_15 NO_STORE
722#define vstore_partial_1_16 NO_STORE
723
724#define vstore_partial_2_0 NO_STORE
725#define vstore_partial_2_1 vstore_partial_1
726#define vstore_partial_2_2 vstore_partial_2
727#define vstore_partial_2_3 NO_STORE
728#define vstore_partial_2_4 NO_STORE
729#define vstore_partial_2_5 NO_STORE
730#define vstore_partial_2_6 NO_STORE
731#define vstore_partial_2_7 NO_STORE
732#define vstore_partial_2_8 NO_STORE
733#define vstore_partial_2_9 NO_STORE
734#define vstore_partial_2_10 NO_STORE
735#define vstore_partial_2_11 NO_STORE
736#define vstore_partial_2_12 NO_STORE
737#define vstore_partial_2_13 NO_STORE
738#define vstore_partial_2_14 NO_STORE
739#define vstore_partial_2_15 NO_STORE
740#define vstore_partial_2_16 NO_STORE
741
742#define vstore_partial_3_0 NO_STORE
743#define vstore_partial_3_1 vstore_partial_1
744#define vstore_partial_3_2 vstore_partial_2
745#define vstore_partial_3_3 vstore_partial_3
746#define vstore_partial_3_4 NO_STORE
747#define vstore_partial_3_5 NO_STORE
748#define vstore_partial_3_6 NO_STORE
749#define vstore_partial_3_7 NO_STORE
750#define vstore_partial_3_8 NO_STORE
751#define vstore_partial_3_9 NO_STORE
752#define vstore_partial_3_10 NO_STORE
753#define vstore_partial_3_11 NO_STORE
754#define vstore_partial_3_12 NO_STORE
755#define vstore_partial_3_13 NO_STORE
756#define vstore_partial_3_14 NO_STORE
757#define vstore_partial_3_15 NO_STORE
758#define vstore_partial_3_16 NO_STORE
759
760#define vstore_partial_4_0 NO_STORE
761#define vstore_partial_4_1 vstore_partial_1
762#define vstore_partial_4_2 vstore_partial_2
763#define vstore_partial_4_3 vstore_partial_3
764#define vstore_partial_4_4 vstore_partial_4
765#define vstore_partial_4_5 NO_STORE
766#define vstore_partial_4_6 NO_STORE
767#define vstore_partial_4_7 NO_STORE
768#define vstore_partial_4_8 NO_STORE
769#define vstore_partial_4_9 NO_STORE
770#define vstore_partial_4_10 NO_STORE
771#define vstore_partial_4_11 NO_STORE
772#define vstore_partial_4_12 NO_STORE
773#define vstore_partial_4_13 NO_STORE
774#define vstore_partial_4_14 NO_STORE
775#define vstore_partial_4_15 NO_STORE
776#define vstore_partial_4_16 NO_STORE
777
778#define vstore_partial_8_0 NO_STORE
779#define vstore_partial_8_1 vstore_partial_1
780#define vstore_partial_8_2 vstore_partial_2
781#define vstore_partial_8_3 vstore_partial_3
782#define vstore_partial_8_4 vstore_partial_4
783#define vstore_partial_8_5 vstore_partial_5
784#define vstore_partial_8_6 vstore_partial_6
785#define vstore_partial_8_7 vstore_partial_7
786#define vstore_partial_8_8 vstore_partial_8
787#define vstore_partial_8_9 NO_STORE
788#define vstore_partial_8_10 NO_STORE
789#define vstore_partial_8_11 NO_STORE
790#define vstore_partial_8_12 NO_STORE
791#define vstore_partial_8_13 NO_STORE
792#define vstore_partial_8_14 NO_STORE
793#define vstore_partial_8_15 NO_STORE
794#define vstore_partial_8_16 NO_STORE
795
796#define vstore_partial_16_0 NO_STORE
797#define vstore_partial_16_1 vstore_partial_1
798#define vstore_partial_16_2 vstore_partial_2
799#define vstore_partial_16_3 vstore_partial_3
800#define vstore_partial_16_4 vstore_partial_4
801#define vstore_partial_16_5 vstore_partial_5
802#define vstore_partial_16_6 vstore_partial_6
803#define vstore_partial_16_7 vstore_partial_7
804#define vstore_partial_16_8 vstore_partial_8
805#define vstore_partial_16_9 vstore_partial_9
806#define vstore_partial_16_10 vstore_partial_10
807#define vstore_partial_16_11 vstore_partial_11
808#define vstore_partial_16_12 vstore_partial_12
809#define vstore_partial_16_13 vstore_partial_13
810#define vstore_partial_16_14 vstore_partial_14
811#define vstore_partial_16_15 vstore_partial_15
812#define vstore_partial_16_16 vstore_partial_16
813
814
815#define vstore_partial_1(DATA, OFFSET, PTR) \
816    vstore1(DATA.s0, OFFSET, PTR);
817
818#define vstore_partial_2(DATA, OFFSET, PTR) \
819    vstore2(DATA.s01, OFFSET, PTR);
820
821#define vstore_partial_3(DATA, OFFSET, PTR) \
822    vstore3(DATA.s012, OFFSET, PTR);
823
824#define vstore_partial_4(DATA, OFFSET, PTR) \
825    vstore4(DATA.s0123, OFFSET, PTR);
826
827#define vstore_partial_5(DATA, OFFSET, PTR)    \
828    vstore_partial_4(DATA.s0123, OFFSET, PTR); \
829    vstore1(DATA.s4, OFFSET, PTR + 4);
830
831#define vstore_partial_6(DATA, OFFSET, PTR)    \
832    vstore_partial_4(DATA.s0123, OFFSET, PTR); \
833    vstore_partial_2(DATA.s45, OFFSET, PTR + 4);
834
835#define vstore_partial_7(DATA, OFFSET, PTR)    \
836    vstore_partial_4(DATA.s0123, OFFSET, PTR); \
837    vstore_partial_3(DATA.s456, OFFSET, PTR + 4);
838
839#define vstore_partial_8(DATA, OFFSET, PTR) \
840    vstore8(DATA.s01234567, OFFSET, PTR);
841
842#define vstore_partial_9(DATA, OFFSET, PTR)        \
843    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
844    vstore1(DATA.s8, OFFSET, PTR + 8);
845
846#define vstore_partial_10(DATA, OFFSET, PTR)       \
847    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
848    vstore_partial_2(DATA.s89, OFFSET, PTR + 8);
849
850#define vstore_partial_11(DATA, OFFSET, PTR)       \
851    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
852    vstore_partial_3(DATA.s89a, OFFSET, PTR + 8);
853
854#define vstore_partial_12(DATA, OFFSET, PTR)       \
855    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
856    vstore_partial_4(DATA.s89ab, OFFSET, PTR + 8);
857
858#define vstore_partial_13(DATA, OFFSET, PTR)       \
859    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
860    vstore_partial_5(DATA.s89abcdef, OFFSET, PTR + 8);
861
862#define vstore_partial_14(DATA, OFFSET, PTR)       \
863    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
864    vstore_partial_6(DATA.s89abcdef, OFFSET, PTR + 8);
865
866#define vstore_partial_15(DATA, OFFSET, PTR)       \
867    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
868    vstore_partial_7(DATA.s89abcdef, OFFSET, PTR + 8);
869
870#define vstore_partial_16(DATA, OFFSET, PTR) \
871    vstore16(DATA, OFFSET, PTR);
872
873
874
875
876
877#define convert_float_sat convert_float
878#define convert_float1_sat convert_float
879#define convert_float2_sat convert_float2
880#define convert_float3_sat convert_float3
881#define convert_float4_sat convert_float4
882#define convert_float8_sat convert_float8
883#define convert_float16_sat convert_float16
884#define convert_half_sat convert_float
885#define convert_half1_sat convert_half
886#define convert_half2_sat convert_half2
887#define convert_half3_sat convert_half3
888#define convert_half4_sat convert_half4
889#define convert_half8_sat convert_half8
890#define convert_half16_sat convert_half16
891
892#define convert_float1 convert_float
893#define convert_half1 convert_half
894#define convert_char1 convert_char
895#define convert_uchar1 convert_uchar
896#define convert_short1 convert_short
897#define convert_ushort1 convert_ushort
898#define convert_int1 convert_int
899#define convert_uint1 convert_uint
900#define convert_long1 convert_long
901#define convert_ulong1 convert_ulong
902#define convert_double1 convert_double
903
904#define convert_char1_sat convert_char_sat
905#define convert_uchar1_sat convert_uchar_sat
906#define convert_uchar2_sat convert_uchar2_sat
907#define convert_uchar3_sat convert_uchar3_sat
908#define convert_uchar4_sat convert_uchar4_sat
909#define convert_uchar8_sat convert_uchar8_sat
910#define convert_uchar16_sat convert_uchar16_sat
911#define convert_short1_sat convert_short_sat
912#define convert_ushort1_sat convert_ushort_sat
913#define convert_int1_sat convert_int_sat
914#define convert_uint1_sat convert_uint_sat
915#define convert_long1_sat convert_long_sat
916#define convert_ulong1_sat convert_ulong_sat
917#define convert_double1_sat convert_double_sat
918
919#define VEC_DATA_TYPE_STR(type, size) type##size
920#define VEC_DATA_TYPE(type, size) VEC_DATA_TYPE_STR(type, size)
921
922#define CONVERT_STR(x, type) (convert_##type((x)))
923#define CONVERT(x, type) CONVERT_STR(x, type)
924
925#define CONVERT_SAT_STR(x, type) (convert_##type##_sat((x)))
926#define CONVERT_SAT(x, type) CONVERT_SAT_STR(x, type)
927
928#define CONVERT_SAT_ROUND_STR(x, type, round) (convert_##type##_sat_##round((x)))
929#define CONVERT_SAT_ROUND(x, type, round) CONVERT_SAT_ROUND_STR(x, type, round)
930
931#define select_vec_dt_uchar(size) uchar##size
932#define select_vec_dt_char(size) char##size
933#define select_vec_dt_ushort(size) ushort##size
934#define select_vec_dt_short(size) short##size
935#define select_vec_dt_half(size) short##size
936#define select_vec_dt_uint(size) uint##size
937#define select_vec_dt_int(size) int##size
938#define select_vec_dt_float(size) int##size
939#define select_vec_dt_ulong(size) ulong##size
940#define select_vec_dt_long(size) long##size
941
942#define SELECT_VEC_DATA_TYPE_STR(type, size) select_vec_dt_##type(size)
943#define SELECT_VEC_DATA_TYPE(type, size) SELECT_VEC_DATA_TYPE_STR(type, size)
944#define SELECT_DATA_TYPE(type) SELECT_VEC_DATA_TYPE_STR(type, 1)
945
946#define signed_int_vec_dt_uchar(size) char##size
947#define signed_int_vec_dt_char(size) char##size
948#define signed_int_vec_dt_ushort(size) short##size
949#define signed_int_vec_dt_short(size) short##size
950#define signed_int_vec_dt_half(size) short##size
951#define signed_int_vec_dt_uint(size) int##size
952#define signed_int_vec_dt_int(size) int##size
953#define signed_int_vec_dt_float(size) int##size
954#define signed_int_vec_dt_ulong(size) long##size
955#define signed_int_vec_dt_long(size) long##size
956
957#define SIGNED_INT_VEC_DATA_TYPE_STR(type, size) signed_int_vec_dt_##type(size)
958#define SIGNED_INT_VEC_DATA_TYPE(type, size) SIGNED_INT_VEC_DATA_TYPE_STR(type, size)
959#define SIGNED_INT_DATA_TYPE(type) SIGNED_INT_VEC_DATA_TYPE_STR(type, 1)
960
961#define sum_reduce_1(x) (x)
962#define sum_reduce_2(x) ((x).s0) + ((x).s1)
963#define sum_reduce_3(x) sum_reduce_2((x).s01) + ((x).s2)
964#define sum_reduce_4(x) sum_reduce_2((x).s01) + sum_reduce_2((x).s23)
965#define sum_reduce_8(x) sum_reduce_4((x).s0123) + sum_reduce_4((x).s4567)
966#define sum_reduce_16(x) sum_reduce_8((x).s01234567) + sum_reduce_8((x).s89ABCDEF)
967
968#define SUM_REDUCE_STR(x, size) sum_reduce_##size(x)
969#define SUM_REDUCE(x, size) SUM_REDUCE_STR(x, size)
970
971#define prod_reduce_1(x) (x)
972#define prod_reduce_2(x) ((x).s0) * ((x).s1)
973#define prod_reduce_3(x) prod_reduce_2((x).s01) * ((x).s2)
974#define prod_reduce_4(x) prod_reduce_2((x).s01) * prod_reduce_2((x).s23)
975#define prod_reduce_8(x) prod_reduce_4((x).s0123) * prod_reduce_4((x).s4567)
976#define prod_reduce_16(x) prod_reduce_8((x).s01234567) * prod_reduce_8((x).s89ABCDEF)
977
978#define PROD_REDUCE_STR(x, size) prod_reduce_##size(x)
979#define PROD_REDUCE(x, size) PROD_REDUCE_STR(x, size)
980
981#define max_reduce_1(x) (x)
982#define max_reduce_2(x) max(((x).s0), ((x).s1))
983#define max_reduce_3(x) max(max_reduce_2((x).s01), ((x).s2))
984#define max_reduce_4(x) max(max_reduce_2((x).s01), max_reduce_2((x).s23))
985#define max_reduce_8(x) max(max_reduce_4((x).s0123), max_reduce_4((x).s4567))
986#define max_reduce_16(x) max(max_reduce_8((x).s01234567), max_reduce_8((x).s89ABCDEF))
987
988#define MAX_REDUCE_STR(x, size) max_reduce_##size(x)
989#define MAX_REDUCE(x, size) MAX_REDUCE_STR(x, size)
990
991#define VECTOR_DECLARATION(name)     \
992    __global uchar *name##_ptr,      \
993    uint        name##_stride_x, \
994    uint        name##_step_x,   \
995    uint        name##_offset_first_element_in_bytes
996
997#define IMAGE_DECLARATION(name)      \
998    __global uchar *name##_ptr,      \
999    uint        name##_stride_x, \
1000    uint        name##_step_x,   \
1001    uint        name##_stride_y, \
1002    uint        name##_step_y,   \
1003    uint        name##_offset_first_element_in_bytes
1004
1005#define TENSOR3D_DECLARATION(name)   \
1006    __global uchar *name##_ptr,      \
1007    uint        name##_stride_x, \
1008    uint        name##_step_x,   \
1009    uint        name##_stride_y, \
1010    uint        name##_step_y,   \
1011    uint        name##_stride_z, \
1012    uint        name##_step_z,   \
1013    uint        name##_offset_first_element_in_bytes
1014
1015#define TENSOR4D_DECLARATION(name)   \
1016    __global uchar *name##_ptr,      \
1017    uint        name##_stride_x, \
1018    uint        name##_step_x,   \
1019    uint        name##_stride_y, \
1020    uint        name##_step_y,   \
1021    uint        name##_stride_z, \
1022    uint        name##_step_z,   \
1023    uint        name##_stride_w, \
1024    uint        name##_step_w,   \
1025    uint        name##_offset_first_element_in_bytes
1026
1027#define TENSOR5D_DECLARATION(name)   \
1028    __global uchar *name##_ptr,      \
1029    uint        name##_stride_x, \
1030    uint        name##_step_x,   \
1031    uint        name##_stride_y, \
1032    uint        name##_step_y,   \
1033    uint        name##_stride_z, \
1034    uint        name##_step_z,   \
1035    uint        name##_stride_w, \
1036    uint        name##_step_w,   \
1037    uint        name##_stride_v, \
1038    uint        name##_step_v,   \
1039    uint        name##_offset_first_element_in_bytes
1040
1041#define CONVERT_TO_VECTOR_STRUCT(name) \
1042    update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x)
1043
1044#define CONVERT_TO_VECTOR_STRUCT_NO_STEP(name) \
1045    update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0)
1046
1047#define CONVERT_TO_IMAGE_STRUCT(name) \
1048    update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y)
1049
1050#define CONVERT_TO_IMAGE_STRUCT_NO_STEP(name) \
1051    update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0)
1052
1053#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \
1054    update_image_from_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, name##_stride_z, name##_step_z)
1055
1056#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT_NO_STEP(name) \
1057    update_image_from_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0, name##_stride_z, name##_step_z)
1058
1059#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \
1060    update_image_from_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, name##_stride_z, name##_step_z)
1061
1062#define CONVERT_TO_TENSOR3D_STRUCT(name)                                                                                                           \
1063    update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \
1064                                 name##_stride_z, name##_step_z)
1065
1066#define CONVERT_TO_TENSOR3D_STRUCT_NO_STEP(name) \
1067    update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0, name##_stride_z, 0)
1068
1069#define CONVERT_TO_TENSOR4D_STRUCT(name, mod_size)                                                                                                 \
1070    update_tensor4D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \
1071                                 name##_stride_z, name##_step_z, name##_stride_w, name##_step_w, mod_size)
1072
1073#define CONVERT_TO_TENSOR4D_STRUCT_NO_STEP(name, mod_size) \
1074    update_tensor4D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0, name##_stride_z, 0, name##_stride_w, 0, mod_size)
1075
1076#define CONVERT_TO_TENSOR3D_STRUCT_NO_UPDATE_PTR(name)                                                                                       \
1077    tensor3D_ptr_no_update(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \
1078                           name##_stride_z, name##_step_z)
1079
1080
1081typedef struct Vector
1082{
1083    __global uchar *ptr;
1084    int             offset_first_element_in_bytes;
1085    int             stride_x;
1086} Vector;
1087
1088
1089typedef struct Image
1090{
1091    __global uchar *ptr;
1092    int             offset_first_element_in_bytes;
1093    int             stride_x;
1094    int             stride_y;
1095} Image;
1096
1097
1098typedef struct Tensor3D
1099{
1100    __global uchar *ptr;
1101    int             offset_first_element_in_bytes;
1102    int             stride_x;
1103    int             stride_y;
1104    int             stride_z;
1105} Tensor3D;
1106
1107
1108typedef struct Tensor4D
1109{
1110    __global uchar *ptr;
1111    int             offset_first_element_in_bytes;
1112    int             stride_x;
1113    int             stride_y;
1114    int             stride_z;
1115    int             stride_w;
1116} Tensor4D;
1117
1118
1119inline Vector update_vector_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x)
1120{
1121    Vector vector =
1122    {
1123        .ptr                           = ptr,
1124        .offset_first_element_in_bytes = offset_first_element_in_bytes,
1125        .stride_x                      = stride_x,
1126    };
1127    vector.ptr += vector.offset_first_element_in_bytes + get_global_id(0) * step_x;
1128    return vector;
1129}
1130
1131
1132inline Image update_image_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y)
1133{
1134    Image img =
1135    {
1136        .ptr                           = ptr,
1137        .offset_first_element_in_bytes = offset_first_element_in_bytes,
1138        .stride_x                      = stride_x,
1139        .stride_y                      = stride_y
1140    };
1141    img.ptr += img.offset_first_element_in_bytes + get_global_id(0) * step_x + get_global_id(1) * step_y;
1142    return img;
1143}
1144
1145
1146inline Image update_image_from_tensor3D_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z)
1147{
1148    Image img =
1149    {
1150        .ptr                           = ptr,
1151        .offset_first_element_in_bytes = offset_first_element_in_bytes,
1152        .stride_x                      = stride_x,
1153        .stride_y                      = stride_y
1154    };
1155    img.ptr += img.offset_first_element_in_bytes + get_global_id(0) * step_x + get_global_id(1) * step_y + get_global_id(2) * step_z;
1156    return img;
1157}
1158
1159
1160inline Tensor3D update_tensor3D_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z)
1161{
1162    Tensor3D tensor =
1163    {
1164        .ptr                           = ptr,
1165        .offset_first_element_in_bytes = offset_first_element_in_bytes,
1166        .stride_x                      = stride_x,
1167        .stride_y                      = stride_y,
1168        .stride_z                      = stride_z
1169    };
1170    tensor.ptr += tensor.offset_first_element_in_bytes + get_global_id(0) * step_x + get_global_id(1) * step_y + get_global_id(2) * step_z;
1171    return tensor;
1172}
1173
1174
1175inline Tensor3D tensor3D_ptr_no_update(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z)
1176{
1177    Tensor3D tensor =
1178    {
1179        .ptr                           = ptr,
1180        .offset_first_element_in_bytes = offset_first_element_in_bytes,
1181        .stride_x                      = stride_x,
1182        .stride_y                      = stride_y,
1183        .stride_z                      = stride_z
1184    };
1185    return tensor;
1186}
1187
1188inline Tensor4D update_tensor4D_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z, uint stride_w,
1189                                             uint step_w,
1190                                             uint mod_size)
1191{
1192    Tensor4D tensor =
1193    {
1194        .ptr                           = ptr,
1195        .offset_first_element_in_bytes = offset_first_element_in_bytes,
1196        .stride_x                      = stride_x,
1197        .stride_y                      = stride_y,
1198        .stride_z                      = stride_z,
1199        .stride_w                      = stride_w
1200    };
1201
1202    tensor.ptr += tensor.offset_first_element_in_bytes + get_global_id(0) * step_x + get_global_id(1) * step_y + (get_global_id(2) % mod_size) * step_z + (get_global_id(2) / mod_size) * step_w;
1203    return tensor;
1204}
1205
1206
1207inline __global const uchar *vector_offset(const Vector *vec, int x)
1208{
1209    return vec->ptr + x * vec->stride_x;
1210}
1211
1212
1213inline __global uchar *offset(const Image *img, int x, int y)
1214{
1215    return img->ptr + x * img->stride_x + y * img->stride_y;
1216}
1217
1218
1219inline __global const uchar *tensor3D_offset(const Tensor3D *tensor, int x, int y, int z)
1220{
1221    return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z;
1222}
1223
1224
1225inline __global const uchar *tensor4D_offset(const Tensor4D *tensor, int x, int y, int z, int w)
1226{
1227    return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + w * tensor->stride_w;
1228}
1229
1230
1231inline __global const uchar *tensor3D_index2ptr(const Tensor3D *tensor, uint width, uint height, uint depth, uint index)
1232{
1233    uint num_elements = width * height;
1234
1235    const uint z = index / num_elements;
1236
1237    index %= num_elements;
1238
1239    const uint y = index / width;
1240
1241    index %= width;
1242
1243    const uint x = index;
1244
1245    return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + tensor->offset_first_element_in_bytes;
1246}
1247
1248#endif
1249
1250
1251
1252#define REPEAT_3_1(P_X, P_A, P_B, P_C) P_X##_DEF(0, P_A, P_B, P_C)
1253#define REPEAT_3_2(P_X, P_A, P_B, P_C) \
1254    P_X##_DEF(1, P_A, P_B, P_C);       \
1255    REPEAT_3_1(P_X, P_A, P_B, P_C)
1256#define REPEAT_3_3(P_X, P_A, P_B, P_C) \
1257    P_X##_DEF(2, P_A, P_B, P_C);       \
1258    REPEAT_3_2(P_X, P_A, P_B, P_C)
1259#define REPEAT_3_4(P_X, P_A, P_B, P_C) \
1260    P_X##_DEF(3, P_A, P_B, P_C);       \
1261    REPEAT_3_3(P_X, P_A, P_B, P_C)
1262#define REPEAT_3_5(P_X, P_A, P_B, P_C) \
1263    P_X##_DEF(4, P_A, P_B, P_C);       \
1264    REPEAT_3_4(P_X, P_A, P_B, P_C)
1265#define REPEAT_3_6(P_X, P_A, P_B, P_C) \
1266    P_X##_DEF(5, P_A, P_B, P_C);       \
1267    REPEAT_3_5(P_X, P_A, P_B, P_C)
1268#define REPEAT_3_7(P_X, P_A, P_B, P_C) \
1269    P_X##_DEF(6, P_A, P_B, P_C);       \
1270    REPEAT_3_6(P_X, P_A, P_B, P_C)
1271#define REPEAT_3_8(P_X, P_A, P_B, P_C) \
1272    P_X##_DEF(7, P_A, P_B, P_C);       \
1273    REPEAT_3_7(P_X, P_A, P_B, P_C)
1274#define REPEAT_3_9(P_X, P_A, P_B, P_C) \
1275    P_X##_DEF(8, P_A, P_B, P_C);       \
1276    REPEAT_3_8(P_X, P_A, P_B, P_C)
1277#define REPEAT_3_10(P_X, P_A, P_B, P_C) \
1278    P_X##_DEF(9, P_A, P_B, P_C);        \
1279    REPEAT_3_9(P_X, P_A, P_B, P_C)
1280#define REPEAT_3_11(P_X, P_A, P_B, P_C) \
1281    P_X##_DEF(A, P_A, P_B, P_C);        \
1282    REPEAT_3_10(P_X, P_A, P_B, P_C)
1283#define REPEAT_3_12(P_X, P_A, P_B, P_C) \
1284    P_X##_DEF(B, P_A, P_B, P_C);        \
1285    REPEAT_3_11(P_X, P_A, P_B, P_C)
1286#define REPEAT_3_13(P_X, P_A, P_B, P_C) \
1287    P_X##_DEF(C, P_A, P_B, P_C);        \
1288    REPEAT_3_12(P_X, P_A, P_B, P_C)
1289#define REPEAT_3_14(P_X, P_A, P_B, P_C) \
1290    P_X##_DEF(D, P_A, P_B, P_C);        \
1291    REPEAT_3_13(P_X, P_A, P_B, P_C)
1292#define REPEAT_3_15(P_X, P_A, P_B, P_C) \
1293    P_X##_DEF(E, P_A, P_B, P_C);        \
1294    REPEAT_3_14(P_X, P_A, P_B, P_C)
1295#define REPEAT_3_16(P_X, P_A, P_B, P_C) \
1296    P_X##_DEF(F, P_A, P_B, P_C);        \
1297    REPEAT_3_15(P_X, P_A, P_B, P_C)
1298
1299#define REPEAT_DEF_3_N(P_NUM, P_OP, P_A, P_B, P_C) REPEAT_3_##P_NUM(P_OP, P_A, P_B, P_C)
1300#define REPEAT_3_N(P_NUM, P_OP, P_A, P_B, P_C) REPEAT_DEF_3_N(P_NUM, P_OP, P_A, P_B, P_C)
1301
1302
1303#define REPEAT_4_1(P_X, P_A, P_B, P_C, P_D) P_X##_DEF(0, P_A, P_B, P_C, P_D)
1304#define REPEAT_4_2(P_X, P_A, P_B, P_C, P_D) \
1305    P_X##_DEF(1, P_A, P_B, P_C, P_D);       \
1306    REPEAT_4_1(P_X, P_A, P_B, P_C, P_D)
1307#define REPEAT_4_3(P_X, P_A, P_B, P_C, P_D) \
1308    P_X##_DEF(2, P_A, P_B, P_C, P_D);       \
1309    REPEAT_4_2(P_X, P_A, P_B, P_C, P_D)
1310#define REPEAT_4_4(P_X, P_A, P_B, P_C, P_D) \
1311    P_X##_DEF(3, P_A, P_B, P_C, P_D);       \
1312    REPEAT_4_3(P_X, P_A, P_B, P_C, P_D)
1313#define REPEAT_4_5(P_X, P_A, P_B, P_C, P_D) \
1314    P_X##_DEF(4, P_A, P_B, P_C, P_D);       \
1315    REPEAT_4_4(P_X, P_A, P_B, P_C, P_D)
1316#define REPEAT_4_6(P_X, P_A, P_B, P_C, P_D) \
1317    P_X##_DEF(5, P_A, P_B, P_C, P_D);       \
1318    REPEAT_4_5(P_X, P_A, P_B, P_C, P_D)
1319#define REPEAT_4_7(P_X, P_A, P_B, P_C, P_D) \
1320    P_X##_DEF(6, P_A, P_B, P_C, P_D);       \
1321    REPEAT_4_6(P_X, P_A, P_B, P_C, P_D)
1322#define REPEAT_4_8(P_X, P_A, P_B, P_C, P_D) \
1323    P_X##_DEF(7, P_A, P_B, P_C, P_D);       \
1324    REPEAT_4_7(P_X, P_A, P_B, P_C, P_D)
1325#define REPEAT_4_9(P_X, P_A, P_B, P_C, P_D) \
1326    P_X##_DEF(8, P_A, P_B, P_C, P_D);       \
1327    REPEAT_4_8(P_X, P_A, P_B, P_C, P_D)
1328#define REPEAT_4_10(P_X, P_A, P_B, P_C, P_D) \
1329    P_X##_DEF(9, P_A, P_B, P_C, P_D);        \
1330    REPEAT_4_9(P_X, P_A, P_B, P_C, P_D)
1331#define REPEAT_4_11(P_X, P_A, P_B, P_C, P_D) \
1332    P_X##_DEF(A, P_A, P_B, P_C, P_D);        \
1333    REPEAT_4_10(P_X, P_A, P_B, P_C, P_D)
1334#define REPEAT_4_12(P_X, P_A, P_B, P_C, P_D) \
1335    P_X##_DEF(B, P_A, P_B, P_C, P_D);        \
1336    REPEAT_4_11(P_X, P_A, P_B, P_C, P_D)
1337#define REPEAT_4_13(P_X, P_A, P_B, P_C, P_D) \
1338    P_X##_DEF(C, P_A, P_B, P_C, P_D);        \
1339    REPEAT_4_12(P_X, P_A, P_B, P_C, P_D)
1340#define REPEAT_4_14(P_X, P_A, P_B, P_C, P_D) \
1341    P_X##_DEF(D, P_A, P_B, P_C, P_D);        \
1342    REPEAT_4_13(P_X, P_A, P_B, P_C, P_D)
1343#define REPEAT_4_15(P_X, P_A, P_B, P_C, P_D) \
1344    P_X##_DEF(E, P_A, P_B, P_C, P_D);        \
1345    REPEAT_4_14(P_X, P_A, P_B, P_C, P_D)
1346#define REPEAT_4_16(P_X, P_A, P_B, P_C, P_D) \
1347    P_X##_DEF(F, P_A, P_B, P_C, P_D);        \
1348    REPEAT_4_15(P_X, P_A, P_B, P_C, P_D)
1349
1350#define REPEAT_DEF_4_N(P_NUM, P_OP, P_A, P_B, P_C, P_D) REPEAT_4_##P_NUM(P_OP, P_A, P_B, P_C, P_D)
1351#define REPEAT_4_N(P_NUM, P_OP, P_A, P_B, P_C, P_D) REPEAT_DEF_4_N(P_NUM, P_OP, P_A, P_B, P_C, P_D)
1352
1353
1354#define VAR_INIT_TO_CONST_DEF(ID, TYPE, VAR, VAL) TYPE VAR##ID = VAL
1355#define REPEAT_VAR_INIT_TO_CONST(N, TYPE, VAR, VAL) REPEAT_3_N(N, VAR_INIT_TO_CONST, TYPE, VAR, VAL)
1356
1357
1358#define VAR_INIT_CONVERT_DEF(ID, TYPE_OUT, VAR_IN, VAR_OUT) TYPE_OUT VAR_OUT##ID = CONVERT(VAR_IN##ID, TYPE_OUT)
1359#define REPEAT_VAR_INIT_CONVERT(N, TYPE_OUT, VAR_IN, VAR_OUT) REPEAT_3_N(N, VAR_INIT_CONVERT, TYPE_OUT, VAR_IN, VAR_OUT)
1360
1361
1362#define VAR_INIT_CONVERT_SAT_DEF(ID, TYPE_OUT, VAR_IN, VAR_OUT) TYPE_OUT VAR_OUT##ID = CONVERT_SAT(VAR_IN##ID, TYPE_OUT)
1363#define REPEAT_VAR_INIT_CONVERT_SAT(N, TYPE_OUT, VAR_IN, VAR_OUT) REPEAT_3_N(N, VAR_INIT_CONVERT_SAT, TYPE_OUT, VAR_IN, VAR_OUT)
1364
1365
1366#define ADD_CONST_TO_VAR_DEF(ID, TYPE, VAR, VAL) VAR##ID += (TYPE)VAL
1367#define REPEAT_ADD_CONST_TO_VAR(N, TYPE, VAR, VAL) REPEAT_3_N(N, ADD_CONST_TO_VAR, TYPE, VAR, VAL)
1368
1369
1370#define MLA_VAR_WITH_CONST_VEC_DEF(ID, VAR_A, VAR_B, VAL) VAR_A##ID += VAR_B##ID * VAL
1371#define REPEAT_MLA_VAR_WITH_CONST_VEC(N, VAR_A, VAR_B, VAL) REPEAT_3_N(N, MLA_VAR_WITH_CONST_VEC, VAR_A, VAR_B, VAL)
1372
1373
1374#define ADD_VECTOR_TO_VAR_DEF(ID, TYPE, VAR, VEC) VAR##ID += VEC
1375#define REPEAT_ADD_VECTOR_TO_VAR(N, VAR, VEC) REPEAT_3_N(N, ADD_VECTOR_TO_VAR, "", VAR, VEC)
1376
1377
1378#define ADD_TWO_VARS_DEF(ID, TYPE, VAR_A, VAR_B) VAR_A##ID += VAR_B##ID
1379#define REPEAT_ADD_TWO_VARS(N, VAR_A, VAR_B) REPEAT_3_N(N, ADD_TWO_VARS, "", VAR_A, VAR_B)
1380
1381
1382#define MAX_CONST_VAR_DEF(ID, TYPE, VAR, VAL) VAR##ID = max(VAR##ID, (TYPE)VAL)
1383#define REPEAT_MAX_CONST_VAR(N, TYPE, VAR, VAL) REPEAT_3_N(N, MAX_CONST_VAR, TYPE, VAR, VAL)
1384
1385
1386#define MIN_CONST_VAR_DEF(ID, TYPE, VAR, VAL) VAR##ID = min(VAR##ID, (TYPE)VAL)
1387#define REPEAT_MIN_CONST_VAR(N, TYPE, VAR, VAL) REPEAT_3_N(N, MIN_CONST_VAR, TYPE, VAR, VAL)
1388
1389
1390#define ASYMM_MULT_BY_QUANT_MULTIPLIER_GREATER_THAN_ONE_DEF(ID, SIZE, VAR, RES_MUL, RES_SHIFT) VAR##ID = ASYMM_MULT_BY_QUANT_MULTIPLIER_GREATER_THAN_ONE(VAR##ID, RES_MUL, RES_SHIFT, SIZE)
1391#define REPEAT_ASYMM_MULT_BY_QUANT_MULTIPLIER_GREATER_THAN_ONE(N, SIZE, VAR, RES_MUL, RES_SHIFT) REPEAT_4_N(N, ASYMM_MULT_BY_QUANT_MULTIPLIER_GREATER_THAN_ONE, SIZE, VAR, RES_MUL, RES_SHIFT)
1392
1393
1394#define ASYMM_MULT_BY_QUANT_MULTIPLIER_LESS_THAN_ONE_DEF(ID, SIZE, VAR, RES_MUL, RES_SHIFT) VAR##ID = ASYMM_MULT_BY_QUANT_MULTIPLIER_LESS_THAN_ONE(VAR##ID, RES_MUL, RES_SHIFT, SIZE)
1395#define REPEAT_ASYMM_MULT_BY_QUANT_MULTIPLIER_LESS_THAN_ONE(N, SIZE, VAR, RES_MUL, RES_SHIFT) REPEAT_4_N(N, ASYMM_MULT_BY_QUANT_MULTIPLIER_LESS_THAN_ONE, SIZE, VAR, RES_MUL, RES_SHIFT)
1396
1397
1398#define ASYMM_MULT_BY_QUANT_MULTIPLIER_PER_CHANNEL_DEF(ID, SIZE, VAR, RES_MUL, RES_SHIFT)                     \
1399    ({                                                                                                        \
1400        VEC_DATA_TYPE(int, N0)                                                                                \
1401        VAR##ID_shift_lt0 = ASYMM_MULT_BY_QUANT_MULTIPLIER_GREATER_THAN_ONE(VAR##ID, RES_MUL, RES_SHIFT, N0); \
1402        VEC_DATA_TYPE(int, N0)                                                                                \
1403        VAR##ID_shift_gt0 = ASYMM_MULT_BY_QUANT_MULTIPLIER_LESS_THAN_ONE(VAR##ID, RES_MUL, RES_SHIFT, N0);    \
1404        VAR##ID           = select(VAR##ID_shift_lt0, VAR##ID_shift_gt0, RES_SHIFT >= 0);                     \
1405    })
1406#define REPEAT_ASYMM_MULT_BY_QUANT_MULTIPLIER_PER_CHANNEL(N, SIZE, VAR, RES_MUL, RES_SHIFT) REPEAT_4_N(N, ASYMM_MULT_BY_QUANT_MULTIPLIER_PER_CHANNEL, SIZE, VAR, RES_MUL, RES_SHIFT)
1407
1408#endif  )"