xref: /aosp_15_r20/external/ComputeLibrary/cl_kernels/activation_float_helpers.hembed (revision c217d954acce2dbc11938adb493fc0abd69584f3) 
1R"(
2
3
4#ifndef ARM_COMPUTE_HELPER_H
5#define ARM_COMPUTE_HELPER_H
6
7
8
9
10#define STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
11    VSTORE(N0)                                                 \
12    (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));
13
14#define STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
15    STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
16    VSTORE(N0)                                                 \
17    (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));
18
19#define STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
20    STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
21    VSTORE(N0)                                                 \
22    (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));
23
24#define STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
25    STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
26    VSTORE(N0)                                                 \
27    (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));
28
29#define STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
30    STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
31    VSTORE(N0)                                                 \
32    (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));
33
34#define STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
35    STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
36    VSTORE(N0)                                                 \
37    (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));
38
39#define STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
40    STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
41    VSTORE(N0)                                                 \
42    (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));
43
44#define STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
45    STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
46    VSTORE(N0)                                                 \
47    (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));
48
49#define STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
50    STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
51    VSTORE(N0)                                                 \
52    (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));
53
54#define STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
55    STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)      \
56    VSTORE(N0)                                                  \
57    (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));
58
59#define STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
60    STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
61    VSTORE(N0)                                                  \
62    (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));
63
64#define STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
65    STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
66    VSTORE(N0)                                                  \
67    (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));
68
69#define STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
70    STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
71    VSTORE(N0)                                                  \
72    (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));
73
74#define STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
75    STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
76    VSTORE(N0)                                                  \
77    (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));
78
79#define STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
80    STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
81    VSTORE(N0)                                                  \
82    (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));
83
84#define STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
85    STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
86    VSTORE(N0)                                                  \
87    (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));
88
89
90
91#define CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
92    VSTORE(N0)                                                         \
93    (CONVERT_SAT((BASENAME##0), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));
94
95#define CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
96    CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
97    VSTORE(N0)                                                         \
98    (CONVERT_SAT((BASENAME##1), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));
99
100#define CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
101    CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
102    VSTORE(N0)                                                         \
103    (CONVERT_SAT((BASENAME##2), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));
104
105#define CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
106    CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
107    VSTORE(N0)                                                         \
108    (CONVERT_SAT((BASENAME##3), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));
109
110#define CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
111    CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
112    VSTORE(N0)                                                         \
113    (CONVERT_SAT((BASENAME##4), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));
114
115#define CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
116    CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
117    VSTORE(N0)                                                         \
118    (CONVERT_SAT((BASENAME##5), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));
119
120#define CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
121    CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
122    VSTORE(N0)                                                         \
123    (CONVERT_SAT((BASENAME##6), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));
124
125#define CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
126    CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
127    VSTORE(N0)                                                         \
128    (CONVERT_SAT((BASENAME##7), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));
129
130#define CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
131    CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
132    VSTORE(N0)                                                         \
133    (CONVERT_SAT((BASENAME##8), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));
134
135#define CONVERT_STORE_ROW_10(N0, DATA, BASENAME, PTR, STRIDE_Y, Z) \
136    CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
137    VSTORE(N0)                                                     \
138    (CONVERT_SAT((BASENAME##9), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));
139
140#define CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
141    CONVERT_STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
142    VSTORE(N0)                                                          \
143    (CONVERT_SAT((BASENAME##A), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));
144
145#define CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
146    CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
147    VSTORE(N0)                                                          \
148    (CONVERT_SAT((BASENAME##B), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));
149
150#define CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
151    CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
152    VSTORE(N0)                                                          \
153    (CONVERT_SAT((BASENAME##C), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));
154
155#define CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
156    CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
157    VSTORE(N0)                                                          \
158    (CONVERT_SAT((BASENAME##D), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));
159
160#define CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
161    CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
162    VSTORE(N0)                                                          \
163    (CONVERT_SAT((BASENAME##E), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));
164
165#define CONVERT_STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
166    CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
167    VSTORE(N0)                                                          \
168    (CONVERT_SAT((BASENAME##F), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));
169
170
171
172
173#define STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
174#define STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
175
176
177
178#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)
179#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)
180
181
182
183#define STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
184    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
185    (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0));
186
187#define STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
188    STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
189    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
190    (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1));
191
192#define STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
193    STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
194    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
195    (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2));
196
197#define STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
198    STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
199    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
200    (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3));
201
202#define STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
203    STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
204    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
205    (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4));
206
207#define STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
208    STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
209    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
210    (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5));
211
212#define STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
213    STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
214    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
215    (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6));
216
217#define STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
218    STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
219    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
220    (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7));
221
222#define STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
223    STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
224    VSTORE_PARTIAL(N0, STORE_N0)                                                 \
225    (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8));
226
227#define STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
228    STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)      \
229    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
230    (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9));
231
232#define STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
233    STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
234    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
235    (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A));
236
237#define STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
238    STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
239    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
240    (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B));
241
242#define STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
243    STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
244    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
245    (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C));
246
247#define STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
248    STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
249    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
250    (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D));
251
252#define STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
253    STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
254    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
255    (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E));
256
257#define STORE_ROW_PARTIAL_16(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \
258    STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)     \
259    VSTORE_PARTIAL(N0, STORE_N0)                                                  \
260    (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F));
261
262
263
264#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)
265#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)
266
267#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) \
268    if(!(PARTIAL_COND_X) && !(PARTIAL_COND_Y))                                                                                                            \
269    {                                                                                                                                                     \
270        STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                                                                           \
271    }                                                                                                                                                     \
272    else if((PARTIAL_COND_Y) && !(PARTIAL_COND_X))                                                                                                        \
273    {                                                                                                                                                     \
274        STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                                                             \
275    }                                                                                                                                                     \
276    else if(!(PARTIAL_COND_Y) && (PARTIAL_COND_X))                                                                                                        \
277    {                                                                                                                                                     \
278        STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                                                             \
279    }                                                                                                                                                     \
280    else                                                                                                                                                  \
281    {                                                                                                                                                     \
282        STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                                               \
283    }
284
285#define STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X) \
286    if(!(PARTIAL_COND_X))                                                                                         \
287    {                                                                                                             \
288        STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                                   \
289    }                                                                                                             \
290    else                                                                                                          \
291    {                                                                                                             \
292        STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                     \
293    }
294
295#define STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y) \
296    if(!(PARTIAL_COND_Y))                                                                                         \
297    {                                                                                                             \
298        STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                                   \
299    }                                                                                                             \
300    else                                                                                                          \
301    {                                                                                                             \
302        STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z);                     \
303    }
304
305
306#if defined(PARTIAL_STORE_M0) && defined(PARTIAL_STORE_N0)
307
308
309#if PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 == 0
310
311#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) \
312    STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z)
313
314#elif PARTIAL_STORE_M0 > 0 && PARTIAL_STORE_N0 == 0
315
316#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) \
317    STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y)
318
319#elif PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 > 0
320
321#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) \
322    STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X)
323
324#else
325
326#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) \
327    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)
328
329#endif
330
331#endif
332
333
334#if defined(PARTIAL_STORE_M0)
335
336#define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \
337    ((uint)(max(0, (int)(y * M0) - (int)((M0 - PARTIAL_STORE_M0) % M0))))
338#else
339#define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \
340    ((uint)(y * M0))
341#endif
342
343
344
345#define STORE_VECTOR_SELECT(basename, data_type, ptr, vec_size, leftover, cond) \
346    STORE_BLOCK_PARTIAL_IN_X(1, vec_size, data_type, basename, ptr, 0, 0, leftover, cond)
347
348
349#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16)
350#pragma OPENCL EXTENSION cl_khr_fp16 : enable
351#endif
352
353#if defined(ARM_COMPUTE_OPENCL_DOT8_ENABLED) && defined(cl_arm_integer_dot_product_int8)
354#pragma OPENCL EXTENSION cl_arm_integer_dot_product_int8 : enable
355#endif
356
357#if defined(ARM_COMPUTE_OPENCL_DOT8_ACC_ENABLED) && defined(cl_arm_integer_dot_product_accumulate_int8)
358#pragma OPENCL EXTENSION cl_arm_integer_dot_product_accumulate_int8 : enable
359#endif
360
361#if defined(ARM_COMPUTE_DEBUG_ENABLED) && defined(cl_arm_printf)
362#pragma OPENCL EXTENSION cl_arm_printf : enable
363#endif
364
365#define GPU_ARCH_MIDGARD 0x100
366#define GPU_ARCH_BIFROST 0x200
367#define GPU_ARCH_VALHALL 0x300
368
369
370#define CONCAT(a, b) a##b
371
372
373#define EXPAND(x) x
374
375
376#define CLAMP(x, min_val, max_val) min(max(x, min_val), max_val)
377
378
379#define REV1(x) ((x))
380#define REV2(x) ((x).s10)
381#define REV3(x) ((x).s210)
382#define REV4(x) ((x).s3210)
383#define REV8(x) ((x).s76543210)
384#define REV16(x) ((x).sFEDCBA9876543210)
385
386
387
388#define REVERSE_STR(x, s) REV##s((x))
389#define REVERSE(x, s) REVERSE_STR(x, s)
390
391
392
393#define ROT1_0(x) ((x))
394#define ROT1_1(x) ((x))
395
396#define ROT2_0(x) ((x))
397#define ROT2_1(x) ((x).s10)
398#define ROT2_2(x) ((x))
399
400#define ROT3_0(x) ((x))
401#define ROT3_1(x) ((x).s201)
402#define ROT3_2(x) ((x).s120)
403#define ROT3_3(x) ((x))
404
405#define ROT4_0(x) ((x))
406#define ROT4_1(x) ((x).s3012)
407#define ROT4_2(x) ((x).s2301)
408#define ROT4_3(x) ((x).s1230)
409#define ROT4_4(x) ((x))
410
411#define ROT8_0(x) ((x))
412#define ROT8_1(x) ((x).s70123456)
413#define ROT8_2(x) ((x).s67012345)
414#define ROT8_3(x) ((x).s56701234)
415#define ROT8_4(x) ((x).s45670123)
416#define ROT8_5(x) ((x).s34567012)
417#define ROT8_6(x) ((x).s23456701)
418#define ROT8_7(x) ((x).s12345670)
419#define ROT8_8(x) ((x))
420
421#define ROT16_0(x) ((x))
422#define ROT16_1(x) ((x).sF0123456789ABCDE)
423#define ROT16_2(x) ((x).sEF0123456789ABCD)
424#define ROT16_3(x) ((x).sDEF0123456789ABC)
425#define ROT16_4(x) ((x).sCDEF0123456789AB)
426#define ROT16_5(x) ((x).sBCDEF0123456789A)
427#define ROT16_6(x) ((x).sABCDEF0123456789)
428#define ROT16_7(x) ((x).s9ABCDEF012345678)
429#define ROT16_8(x) ((x).s89ABCDEF01234567)
430#define ROT16_9(x) ((x).s789ABCDEF0123456)
431#define ROT16_10(x) ((x).s6789ABCDEF012345)
432#define ROT16_11(x) ((x).s56789ABCDEF01234)
433#define ROT16_12(x) ((x).s456789ABCDEF0123)
434#define ROT16_13(x) ((x).s3456789ABCDEF012)
435#define ROT16_14(x) ((x).s23456789ABCDEF01)
436#define ROT16_15(x) ((x).s123456789ABCDEF0)
437#define ROT16_16(x) ((x))
438
439
440
441#define ROTATE_STR(x, s, n) ROT##s##_##n(x)
442#define ROTATE(x, s, n) ROTATE_STR(x, s, n)
443
444
445
446#define V_OFFS1(dt) (dt##1)(0)
447#define V_OFFS2(dt) (dt##2)(0, 1)
448#define V_OFFS3(dt) (dt##3)(0, 1, 2)
449#define V_OFFS4(dt) (dt##4)(0, 1, 2, 3)
450#define V_OFFS8(dt) (dt##8)(0, 1, 2, 3, 4, 5, 6, 7)
451#define V_OFFS16(dt) (dt##16)(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15)
452
453
454
455#define VEC_OFFS_STR(dt, s) V_OFFS##s(dt)
456#define VEC_OFFS(dt, s) VEC_OFFS_STR(dt, s)
457
458
459#define VLOAD_STR(size) vload##size
460#define VLOAD(size) VLOAD_STR(size)
461
462
463#define VLOAD_PARTIAL_STR(size, load_size) vload_partial_##size##_##load_size
464#define VLOAD_PARTIAL(size, load_size) VLOAD_PARTIAL_STR(size, load_size)
465
466#define NO_LOAD(data, offs, ptr) \
467    {                            \
468    }
469
470
471#define vload_partial_1_0 NO_LOAD
472#define vload_partial_1_1 vload1
473#define vload_partial_1_2 NO_LOAD
474#define vload_partial_1_3 NO_LOAD
475#define vload_partial_1_4 NO_LOAD
476#define vload_partial_1_5 NO_LOAD
477#define vload_partial_1_6 NO_LOAD
478#define vload_partial_1_7 NO_LOAD
479#define vload_partial_1_8 NO_LOAD
480#define vload_partial_1_9 NO_LOAD
481#define vload_partial_1_10 NO_LOAD
482#define vload_partial_1_11 NO_LOAD
483#define vload_partial_1_12 NO_LOAD
484#define vload_partial_1_13 NO_LOAD
485#define vload_partial_1_14 NO_LOAD
486#define vload_partial_1_15 NO_LOAD
487#define vload_partial_1_16 NO_LOAD
488
489#define vload_partial_2_0 NO_LOAD
490#define vload_partial_2_1 vload_partial_1
491#define vload_partial_2_2 vload_partial_2
492#define vload_partial_2_3 NO_LOAD
493#define vload_partial_2_4 NO_LOAD
494#define vload_partial_2_5 NO_LOAD
495#define vload_partial_2_6 NO_LOAD
496#define vload_partial_2_7 NO_LOAD
497#define vload_partial_2_8 NO_LOAD
498#define vload_partial_2_9 NO_LOAD
499#define vload_partial_2_10 NO_LOAD
500#define vload_partial_2_11 NO_LOAD
501#define vload_partial_2_12 NO_LOAD
502#define vload_partial_2_13 NO_LOAD
503#define vload_partial_2_14 NO_LOAD
504#define vload_partial_2_15 NO_LOAD
505#define vload_partial_2_16 NO_LOAD
506
507#define vload_partial_3_0 NO_LOAD
508#define vload_partial_3_1 vload_partial_1
509#define vload_partial_3_2 vload_partial_2
510#define vload_partial_3_3 vload_partial_3
511#define vload_partial_3_4 NO_LOAD
512#define vload_partial_3_5 NO_LOAD
513#define vload_partial_3_6 NO_LOAD
514#define vload_partial_3_7 NO_LOAD
515#define vload_partial_3_8 NO_LOAD
516#define vload_partial_3_9 NO_LOAD
517#define vload_partial_3_10 NO_LOAD
518#define vload_partial_3_11 NO_LOAD
519#define vload_partial_3_12 NO_LOAD
520#define vload_partial_3_13 NO_LOAD
521#define vload_partial_3_14 NO_LOAD
522#define vload_partial_3_15 NO_LOAD
523#define vload_partial_3_16 NO_LOAD
524
525#define vload_partial_4_0 NO_LOAD
526#define vload_partial_4_1 vload_partial_1
527#define vload_partial_4_2 vload_partial_2
528#define vload_partial_4_3 vload_partial_3
529#define vload_partial_4_4 vload_partial_4
530#define vload_partial_4_5 NO_LOAD
531#define vload_partial_4_6 NO_LOAD
532#define vload_partial_4_7 NO_LOAD
533#define vload_partial_4_8 NO_LOAD
534#define vload_partial_4_9 NO_LOAD
535#define vload_partial_4_10 NO_LOAD
536#define vload_partial_4_11 NO_LOAD
537#define vload_partial_4_12 NO_LOAD
538#define vload_partial_4_13 NO_LOAD
539#define vload_partial_4_14 NO_LOAD
540#define vload_partial_4_15 NO_LOAD
541#define vload_partial_4_16 NO_LOAD
542
543#define vload_partial_8_0 NO_LOAD
544#define vload_partial_8_1 vload_partial_1
545#define vload_partial_8_2 vload_partial_2
546#define vload_partial_8_3 vload_partial_3
547#define vload_partial_8_4 vload_partial_4
548#define vload_partial_8_5 vload_partial_5
549#define vload_partial_8_6 vload_partial_6
550#define vload_partial_8_7 vload_partial_7
551#define vload_partial_8_8 vload_partial_8
552#define vload_partial_8_9 NO_LOAD
553#define vload_partial_8_10 NO_LOAD
554#define vload_partial_8_11 NO_LOAD
555#define vload_partial_8_12 NO_LOAD
556#define vload_partial_8_13 NO_LOAD
557#define vload_partial_8_14 NO_LOAD
558#define vload_partial_8_15 NO_LOAD
559#define vload_partial_8_16 NO_LOAD
560
561#define vload_partial_16_0 NO_LOAD
562#define vload_partial_16_1 vload_partial_1
563#define vload_partial_16_2 vload_partial_2
564#define vload_partial_16_3 vload_partial_3
565#define vload_partial_16_4 vload_partial_4
566#define vload_partial_16_5 vload_partial_5
567#define vload_partial_16_6 vload_partial_6
568#define vload_partial_16_7 vload_partial_7
569#define vload_partial_16_8 vload_partial_8
570#define vload_partial_16_9 vload_partial_9
571#define vload_partial_16_10 vload_partial_10
572#define vload_partial_16_11 vload_partial_11
573#define vload_partial_16_12 vload_partial_12
574#define vload_partial_16_13 vload_partial_13
575#define vload_partial_16_14 vload_partial_14
576#define vload_partial_16_15 vload_partial_15
577#define vload_partial_16_16 vload_partial_16
578
579
580#define vload_partial_1(DATA, OFFSET, PTR) \
581    DATA.s0 = vload1(OFFSET, PTR);
582
583#define vload_partial_2(DATA, OFFSET, PTR) \
584    DATA.s01 = vload2(OFFSET, PTR);
585
586#define vload_partial_3(DATA, OFFSET, PTR) \
587    DATA.s012 = vload3(OFFSET, PTR);
588
589#define vload_partial_4(DATA, OFFSET, PTR) \
590    DATA.s0123 = vload4(OFFSET, PTR);
591
592#define vload_partial_5(DATA, OFFSET, PTR)    \
593    vload_partial_4(DATA.s0123, OFFSET, PTR); \
594    DATA.s4 = vload1(OFFSET, PTR + 4);
595
596#define vload_partial_6(DATA, OFFSET, PTR)    \
597    vload_partial_4(DATA.s0123, OFFSET, PTR); \
598    vload_partial_2(DATA.s45, OFFSET, PTR + 4);
599
600#define vload_partial_7(DATA, OFFSET, PTR)    \
601    vload_partial_4(DATA.s0123, OFFSET, PTR); \
602    vload_partial_3(DATA.s456, OFFSET, PTR + 4);
603
604#define vload_partial_8(DATA, OFFSET, PTR) \
605    DATA.s01234567 = vload8(OFFSET, PTR);
606
607#define vload_partial_9(DATA, OFFSET, PTR)        \
608    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
609    DATA.s8 = vload1(OFFSET, PTR + 8);
610
611#define vload_partial_10(DATA, OFFSET, PTR)       \
612    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
613    vload_partial_2(DATA.s89, OFFSET, PTR + 8);
614
615#define vload_partial_11(DATA, OFFSET, PTR)       \
616    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
617    vload_partial_3(DATA.s89A, OFFSET, PTR + 8);
618
619#define vload_partial_12(DATA, OFFSET, PTR)       \
620    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
621    vload_partial_4(DATA.s89AB, OFFSET, PTR + 8);
622
623#define vload_partial_13(DATA, OFFSET, PTR)       \
624    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
625    vload_partial_5(DATA.s89ABCDEF, OFFSET, PTR + 8);
626
627#define vload_partial_14(DATA, OFFSET, PTR)       \
628    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
629    vload_partial_6(DATA.s89ABCDEF, OFFSET, PTR + 8);
630
631#define vload_partial_15(DATA, OFFSET, PTR)       \
632    vload_partial_8(DATA.s01234567, OFFSET, PTR); \
633    vload_partial_7(DATA.s89ABCDEF, OFFSET, PTR + 8);
634
635#define vload_partial_16(DATA, OFFSET, PTR) \
636    DATA = vload16(OFFSET, PTR);
637
638
639
640#define PIXEL_UNIT4 1
641#define PIXEL_UNIT8 2
642#define PIXEL_UNIT16 4
643
644
645#define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size) PIXEL_UNIT##vec_size
646#define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT(vec_size) CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size)
647
648
649#define read_image2d_floatx1(img, x_coord, y_coord) (float4)(read_imagef(img, (int2)(x_coord, y_coord)));
650#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)));
651#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)));
652
653#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16)
654#define read_image2d_halfx1(img, x_coord, y_coord) (half4)(read_imageh(img, (int2)(x_coord, y_coord)));
655#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)));
656#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)));
657#endif
658
659#define write_image2d_floatx1(img, x_coord, y_coord, values) (write_imagef(img, (int2)(x_coord, y_coord), values));
660#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));
661#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));
662
663#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16)
664#define write_image2d_halfx1(img, x_coord, y_coord, values) (write_imageh(img, (int2)(x_coord, y_coord), values));
665#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));
666#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));
667#endif
668
669
670#define READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord) read_image2d_##data_type##x##n0(img, x_coord, y_coord)
671#define READ_IMAGE2D(data_type, n0, img, x_coord, y_coord) READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord)
672
673
674#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)
675#define WRITE_IMAGE2D(data_type, n0, img, x_coord, y_coord, values) WRITE_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord, values)
676
677#define VSTORE_STR(size) vstore##size
678#define VSTORE(size) VSTORE_STR(size)
679
680#define float1 float
681#define half1 half
682#define char1 char
683#define uchar1 uchar
684#define short1 short
685#define ushort1 ushort
686#define int1 int
687#define uint1 uint
688#define long1 long
689#define ulong1 ulong
690#define double1 double
691
692#define vload1(OFFSET, PTR) *(OFFSET + PTR)
693#define vstore1(DATA, OFFSET, PTR) *(OFFSET + PTR) = DATA
694
695
696#define VSTORE_PARTIAL_STR(size, store_size) vstore_partial_##size##_##store_size
697#define VSTORE_PARTIAL(size, store_size) VSTORE_PARTIAL_STR(size, store_size)
698
699#define NO_STORE(data, offs, ptr) \
700    {                             \
701    }
702
703
704#define vstore_partial_1_0 NO_STORE
705#define vstore_partial_1_1 vstore1
706#define vstore_partial_1_2 NO_STORE
707#define vstore_partial_1_3 NO_STORE
708#define vstore_partial_1_4 NO_STORE
709#define vstore_partial_1_5 NO_STORE
710#define vstore_partial_1_6 NO_STORE
711#define vstore_partial_1_7 NO_STORE
712#define vstore_partial_1_8 NO_STORE
713#define vstore_partial_1_9 NO_STORE
714#define vstore_partial_1_10 NO_STORE
715#define vstore_partial_1_11 NO_STORE
716#define vstore_partial_1_12 NO_STORE
717#define vstore_partial_1_13 NO_STORE
718#define vstore_partial_1_14 NO_STORE
719#define vstore_partial_1_15 NO_STORE
720#define vstore_partial_1_16 NO_STORE
721
722#define vstore_partial_2_0 NO_STORE
723#define vstore_partial_2_1 vstore_partial_1
724#define vstore_partial_2_2 vstore_partial_2
725#define vstore_partial_2_3 NO_STORE
726#define vstore_partial_2_4 NO_STORE
727#define vstore_partial_2_5 NO_STORE
728#define vstore_partial_2_6 NO_STORE
729#define vstore_partial_2_7 NO_STORE
730#define vstore_partial_2_8 NO_STORE
731#define vstore_partial_2_9 NO_STORE
732#define vstore_partial_2_10 NO_STORE
733#define vstore_partial_2_11 NO_STORE
734#define vstore_partial_2_12 NO_STORE
735#define vstore_partial_2_13 NO_STORE
736#define vstore_partial_2_14 NO_STORE
737#define vstore_partial_2_15 NO_STORE
738#define vstore_partial_2_16 NO_STORE
739
740#define vstore_partial_3_0 NO_STORE
741#define vstore_partial_3_1 vstore_partial_1
742#define vstore_partial_3_2 vstore_partial_2
743#define vstore_partial_3_3 vstore_partial_3
744#define vstore_partial_3_4 NO_STORE
745#define vstore_partial_3_5 NO_STORE
746#define vstore_partial_3_6 NO_STORE
747#define vstore_partial_3_7 NO_STORE
748#define vstore_partial_3_8 NO_STORE
749#define vstore_partial_3_9 NO_STORE
750#define vstore_partial_3_10 NO_STORE
751#define vstore_partial_3_11 NO_STORE
752#define vstore_partial_3_12 NO_STORE
753#define vstore_partial_3_13 NO_STORE
754#define vstore_partial_3_14 NO_STORE
755#define vstore_partial_3_15 NO_STORE
756#define vstore_partial_3_16 NO_STORE
757
758#define vstore_partial_4_0 NO_STORE
759#define vstore_partial_4_1 vstore_partial_1
760#define vstore_partial_4_2 vstore_partial_2
761#define vstore_partial_4_3 vstore_partial_3
762#define vstore_partial_4_4 vstore_partial_4
763#define vstore_partial_4_5 NO_STORE
764#define vstore_partial_4_6 NO_STORE
765#define vstore_partial_4_7 NO_STORE
766#define vstore_partial_4_8 NO_STORE
767#define vstore_partial_4_9 NO_STORE
768#define vstore_partial_4_10 NO_STORE
769#define vstore_partial_4_11 NO_STORE
770#define vstore_partial_4_12 NO_STORE
771#define vstore_partial_4_13 NO_STORE
772#define vstore_partial_4_14 NO_STORE
773#define vstore_partial_4_15 NO_STORE
774#define vstore_partial_4_16 NO_STORE
775
776#define vstore_partial_8_0 NO_STORE
777#define vstore_partial_8_1 vstore_partial_1
778#define vstore_partial_8_2 vstore_partial_2
779#define vstore_partial_8_3 vstore_partial_3
780#define vstore_partial_8_4 vstore_partial_4
781#define vstore_partial_8_5 vstore_partial_5
782#define vstore_partial_8_6 vstore_partial_6
783#define vstore_partial_8_7 vstore_partial_7
784#define vstore_partial_8_8 vstore_partial_8
785#define vstore_partial_8_9 NO_STORE
786#define vstore_partial_8_10 NO_STORE
787#define vstore_partial_8_11 NO_STORE
788#define vstore_partial_8_12 NO_STORE
789#define vstore_partial_8_13 NO_STORE
790#define vstore_partial_8_14 NO_STORE
791#define vstore_partial_8_15 NO_STORE
792#define vstore_partial_8_16 NO_STORE
793
794#define vstore_partial_16_0 NO_STORE
795#define vstore_partial_16_1 vstore_partial_1
796#define vstore_partial_16_2 vstore_partial_2
797#define vstore_partial_16_3 vstore_partial_3
798#define vstore_partial_16_4 vstore_partial_4
799#define vstore_partial_16_5 vstore_partial_5
800#define vstore_partial_16_6 vstore_partial_6
801#define vstore_partial_16_7 vstore_partial_7
802#define vstore_partial_16_8 vstore_partial_8
803#define vstore_partial_16_9 vstore_partial_9
804#define vstore_partial_16_10 vstore_partial_10
805#define vstore_partial_16_11 vstore_partial_11
806#define vstore_partial_16_12 vstore_partial_12
807#define vstore_partial_16_13 vstore_partial_13
808#define vstore_partial_16_14 vstore_partial_14
809#define vstore_partial_16_15 vstore_partial_15
810#define vstore_partial_16_16 vstore_partial_16
811
812
813#define vstore_partial_1(DATA, OFFSET, PTR) \
814    vstore1(DATA.s0, OFFSET, PTR);
815
816#define vstore_partial_2(DATA, OFFSET, PTR) \
817    vstore2(DATA.s01, OFFSET, PTR);
818
819#define vstore_partial_3(DATA, OFFSET, PTR) \
820    vstore3(DATA.s012, OFFSET, PTR);
821
822#define vstore_partial_4(DATA, OFFSET, PTR) \
823    vstore4(DATA.s0123, OFFSET, PTR);
824
825#define vstore_partial_5(DATA, OFFSET, PTR)    \
826    vstore_partial_4(DATA.s0123, OFFSET, PTR); \
827    vstore1(DATA.s4, OFFSET, PTR + 4);
828
829#define vstore_partial_6(DATA, OFFSET, PTR)    \
830    vstore_partial_4(DATA.s0123, OFFSET, PTR); \
831    vstore_partial_2(DATA.s45, OFFSET, PTR + 4);
832
833#define vstore_partial_7(DATA, OFFSET, PTR)    \
834    vstore_partial_4(DATA.s0123, OFFSET, PTR); \
835    vstore_partial_3(DATA.s456, OFFSET, PTR + 4);
836
837#define vstore_partial_8(DATA, OFFSET, PTR) \
838    vstore8(DATA.s01234567, OFFSET, PTR);
839
840#define vstore_partial_9(DATA, OFFSET, PTR)        \
841    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
842    vstore1(DATA.s8, OFFSET, PTR + 8);
843
844#define vstore_partial_10(DATA, OFFSET, PTR)       \
845    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
846    vstore_partial_2(DATA.s89, OFFSET, PTR + 8);
847
848#define vstore_partial_11(DATA, OFFSET, PTR)       \
849    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
850    vstore_partial_3(DATA.s89a, OFFSET, PTR + 8);
851
852#define vstore_partial_12(DATA, OFFSET, PTR)       \
853    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
854    vstore_partial_4(DATA.s89ab, OFFSET, PTR + 8);
855
856#define vstore_partial_13(DATA, OFFSET, PTR)       \
857    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
858    vstore_partial_5(DATA.s89abcdef, OFFSET, PTR + 8);
859
860#define vstore_partial_14(DATA, OFFSET, PTR)       \
861    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
862    vstore_partial_6(DATA.s89abcdef, OFFSET, PTR + 8);
863
864#define vstore_partial_15(DATA, OFFSET, PTR)       \
865    vstore_partial_8(DATA.s01234567, OFFSET, PTR); \
866    vstore_partial_7(DATA.s89abcdef, OFFSET, PTR + 8);
867
868#define vstore_partial_16(DATA, OFFSET, PTR) \
869    vstore16(DATA, OFFSET, PTR);
870
871
872
873
874
875#define convert_float_sat convert_float
876#define convert_float1_sat convert_float
877#define convert_float2_sat convert_float2
878#define convert_float3_sat convert_float3
879#define convert_float4_sat convert_float4
880#define convert_float8_sat convert_float8
881#define convert_float16_sat convert_float16
882#define convert_half_sat convert_float
883#define convert_half1_sat convert_half
884#define convert_half2_sat convert_half2
885#define convert_half3_sat convert_half3
886#define convert_half4_sat convert_half4
887#define convert_half8_sat convert_half8
888#define convert_half16_sat convert_half16
889
890#define convert_float1 convert_float
891#define convert_half1 convert_half
892#define convert_char1 convert_char
893#define convert_uchar1 convert_uchar
894#define convert_short1 convert_short
895#define convert_ushort1 convert_ushort
896#define convert_int1 convert_int
897#define convert_uint1 convert_uint
898#define convert_long1 convert_long
899#define convert_ulong1 convert_ulong
900#define convert_double1 convert_double
901
902#define convert_char1_sat convert_char_sat
903#define convert_uchar1_sat convert_uchar_sat
904#define convert_uchar2_sat convert_uchar2_sat
905#define convert_uchar3_sat convert_uchar3_sat
906#define convert_uchar4_sat convert_uchar4_sat
907#define convert_uchar8_sat convert_uchar8_sat
908#define convert_uchar16_sat convert_uchar16_sat
909#define convert_short1_sat convert_short_sat
910#define convert_ushort1_sat convert_ushort_sat
911#define convert_int1_sat convert_int_sat
912#define convert_uint1_sat convert_uint_sat
913#define convert_long1_sat convert_long_sat
914#define convert_ulong1_sat convert_ulong_sat
915#define convert_double1_sat convert_double_sat
916
917#define VEC_DATA_TYPE_STR(type, size) type##size
918#define VEC_DATA_TYPE(type, size) VEC_DATA_TYPE_STR(type, size)
919
920#define CONVERT_STR(x, type) (convert_##type((x)))
921#define CONVERT(x, type) CONVERT_STR(x, type)
922
923#define CONVERT_SAT_STR(x, type) (convert_##type##_sat((x)))
924#define CONVERT_SAT(x, type) CONVERT_SAT_STR(x, type)
925
926#define CONVERT_SAT_ROUND_STR(x, type, round) (convert_##type##_sat_##round((x)))
927#define CONVERT_SAT_ROUND(x, type, round) CONVERT_SAT_ROUND_STR(x, type, round)
928
929#define select_vec_dt_uchar(size) uchar##size
930#define select_vec_dt_char(size) char##size
931#define select_vec_dt_ushort(size) ushort##size
932#define select_vec_dt_short(size) short##size
933#define select_vec_dt_half(size) short##size
934#define select_vec_dt_uint(size) uint##size
935#define select_vec_dt_int(size) int##size
936#define select_vec_dt_float(size) int##size
937#define select_vec_dt_ulong(size) ulong##size
938#define select_vec_dt_long(size) long##size
939
940#define SELECT_VEC_DATA_TYPE_STR(type, size) select_vec_dt_##type(size)
941#define SELECT_VEC_DATA_TYPE(type, size) SELECT_VEC_DATA_TYPE_STR(type, size)
942#define SELECT_DATA_TYPE(type) SELECT_VEC_DATA_TYPE_STR(type, 1)
943
944#define signed_int_vec_dt_uchar(size) char##size
945#define signed_int_vec_dt_char(size) char##size
946#define signed_int_vec_dt_ushort(size) short##size
947#define signed_int_vec_dt_short(size) short##size
948#define signed_int_vec_dt_half(size) short##size
949#define signed_int_vec_dt_uint(size) int##size
950#define signed_int_vec_dt_int(size) int##size
951#define signed_int_vec_dt_float(size) int##size
952#define signed_int_vec_dt_ulong(size) long##size
953#define signed_int_vec_dt_long(size) long##size
954
955#define SIGNED_INT_VEC_DATA_TYPE_STR(type, size) signed_int_vec_dt_##type(size)
956#define SIGNED_INT_VEC_DATA_TYPE(type, size) SIGNED_INT_VEC_DATA_TYPE_STR(type, size)
957#define SIGNED_INT_DATA_TYPE(type) SIGNED_INT_VEC_DATA_TYPE_STR(type, 1)
958
959#define sum_reduce_1(x) (x)
960#define sum_reduce_2(x) ((x).s0) + ((x).s1)
961#define sum_reduce_3(x) sum_reduce_2((x).s01) + ((x).s2)
962#define sum_reduce_4(x) sum_reduce_2((x).s01) + sum_reduce_2((x).s23)
963#define sum_reduce_8(x) sum_reduce_4((x).s0123) + sum_reduce_4((x).s4567)
964#define sum_reduce_16(x) sum_reduce_8((x).s01234567) + sum_reduce_8((x).s89ABCDEF)
965
966#define SUM_REDUCE_STR(x, size) sum_reduce_##size(x)
967#define SUM_REDUCE(x, size) SUM_REDUCE_STR(x, size)
968
969#define prod_reduce_1(x) (x)
970#define prod_reduce_2(x) ((x).s0) * ((x).s1)
971#define prod_reduce_3(x) prod_reduce_2((x).s01) * ((x).s2)
972#define prod_reduce_4(x) prod_reduce_2((x).s01) * prod_reduce_2((x).s23)
973#define prod_reduce_8(x) prod_reduce_4((x).s0123) * prod_reduce_4((x).s4567)
974#define prod_reduce_16(x) prod_reduce_8((x).s01234567) * prod_reduce_8((x).s89ABCDEF)
975
976#define PROD_REDUCE_STR(x, size) prod_reduce_##size(x)
977#define PROD_REDUCE(x, size) PROD_REDUCE_STR(x, size)
978
979#define max_reduce_1(x) (x)
980#define max_reduce_2(x) max(((x).s0), ((x).s1))
981#define max_reduce_3(x) max(max_reduce_2((x).s01), ((x).s2))
982#define max_reduce_4(x) max(max_reduce_2((x).s01), max_reduce_2((x).s23))
983#define max_reduce_8(x) max(max_reduce_4((x).s0123), max_reduce_4((x).s4567))
984#define max_reduce_16(x) max(max_reduce_8((x).s01234567), max_reduce_8((x).s89ABCDEF))
985
986#define MAX_REDUCE_STR(x, size) max_reduce_##size(x)
987#define MAX_REDUCE(x, size) MAX_REDUCE_STR(x, size)
988
989#define VECTOR_DECLARATION(name)     \
990    __global uchar *name##_ptr,      \
991    uint        name##_stride_x, \
992    uint        name##_step_x,   \
993    uint        name##_offset_first_element_in_bytes
994
995#define IMAGE_DECLARATION(name)      \
996    __global uchar *name##_ptr,      \
997    uint        name##_stride_x, \
998    uint        name##_step_x,   \
999    uint        name##_stride_y, \
1000    uint        name##_step_y,   \
1001    uint        name##_offset_first_element_in_bytes
1002
1003#define TENSOR3D_DECLARATION(name)   \
1004    __global uchar *name##_ptr,      \
1005    uint        name##_stride_x, \
1006    uint        name##_step_x,   \
1007    uint        name##_stride_y, \
1008    uint        name##_step_y,   \
1009    uint        name##_stride_z, \
1010    uint        name##_step_z,   \
1011    uint        name##_offset_first_element_in_bytes
1012
1013#define TENSOR4D_DECLARATION(name)   \
1014    __global uchar *name##_ptr,      \
1015    uint        name##_stride_x, \
1016    uint        name##_step_x,   \
1017    uint        name##_stride_y, \
1018    uint        name##_step_y,   \
1019    uint        name##_stride_z, \
1020    uint        name##_step_z,   \
1021    uint        name##_stride_w, \
1022    uint        name##_step_w,   \
1023    uint        name##_offset_first_element_in_bytes
1024
1025#define TENSOR5D_DECLARATION(name)   \
1026    __global uchar *name##_ptr,      \
1027    uint        name##_stride_x, \
1028    uint        name##_step_x,   \
1029    uint        name##_stride_y, \
1030    uint        name##_step_y,   \
1031    uint        name##_stride_z, \
1032    uint        name##_step_z,   \
1033    uint        name##_stride_w, \
1034    uint        name##_step_w,   \
1035    uint        name##_stride_v, \
1036    uint        name##_step_v,   \
1037    uint        name##_offset_first_element_in_bytes
1038
1039#define CONVERT_TO_VECTOR_STRUCT(name) \
1040    update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x)
1041
1042#define CONVERT_TO_VECTOR_STRUCT_NO_STEP(name) \
1043    update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0)
1044
1045#define CONVERT_TO_IMAGE_STRUCT(name) \
1046    update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y)
1047
1048#define CONVERT_TO_IMAGE_STRUCT_NO_STEP(name) \
1049    update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0)
1050
1051#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \
1052    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)
1053
1054#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT_NO_STEP(name) \
1055    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)
1056
1057#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \
1058    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)
1059
1060#define CONVERT_TO_TENSOR3D_STRUCT(name)                                                                                                           \
1061    update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \
1062                                 name##_stride_z, name##_step_z)
1063
1064#define CONVERT_TO_TENSOR3D_STRUCT_NO_STEP(name) \
1065    update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0, name##_stride_z, 0)
1066
1067#define CONVERT_TO_TENSOR4D_STRUCT(name, mod_size)                                                                                                 \
1068    update_tensor4D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \
1069                                 name##_stride_z, name##_step_z, name##_stride_w, name##_step_w, mod_size)
1070
1071#define CONVERT_TO_TENSOR4D_STRUCT_NO_STEP(name, mod_size) \
1072    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)
1073
1074#define CONVERT_TO_TENSOR3D_STRUCT_NO_UPDATE_PTR(name)                                                                                       \
1075    tensor3D_ptr_no_update(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \
1076                           name##_stride_z, name##_step_z)
1077
1078
1079typedef struct Vector
1080{
1081    __global uchar *ptr;
1082    int             offset_first_element_in_bytes;
1083    int             stride_x;
1084} Vector;
1085
1086
1087typedef struct Image
1088{
1089    __global uchar *ptr;
1090    int             offset_first_element_in_bytes;
1091    int             stride_x;
1092    int             stride_y;
1093} Image;
1094
1095
1096typedef struct Tensor3D
1097{
1098    __global uchar *ptr;
1099    int             offset_first_element_in_bytes;
1100    int             stride_x;
1101    int             stride_y;
1102    int             stride_z;
1103} Tensor3D;
1104
1105
1106typedef struct Tensor4D
1107{
1108    __global uchar *ptr;
1109    int             offset_first_element_in_bytes;
1110    int             stride_x;
1111    int             stride_y;
1112    int             stride_z;
1113    int             stride_w;
1114} Tensor4D;
1115
1116
1117inline Vector update_vector_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x)
1118{
1119    Vector vector =
1120    {
1121        .ptr                           = ptr,
1122        .offset_first_element_in_bytes = offset_first_element_in_bytes,
1123        .stride_x                      = stride_x,
1124    };
1125    vector.ptr += vector.offset_first_element_in_bytes + get_global_id(0) * step_x;
1126    return vector;
1127}
1128
1129
1130inline 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)
1131{
1132    Image img =
1133    {
1134        .ptr                           = ptr,
1135        .offset_first_element_in_bytes = offset_first_element_in_bytes,
1136        .stride_x                      = stride_x,
1137        .stride_y                      = stride_y
1138    };
1139    img.ptr += img.offset_first_element_in_bytes + get_global_id(0) * step_x + get_global_id(1) * step_y;
1140    return img;
1141}
1142
1143
1144inline 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)
1145{
1146    Image img =
1147    {
1148        .ptr                           = ptr,
1149        .offset_first_element_in_bytes = offset_first_element_in_bytes,
1150        .stride_x                      = stride_x,
1151        .stride_y                      = stride_y
1152    };
1153    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;
1154    return img;
1155}
1156
1157
1158inline 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)
1159{
1160    Tensor3D tensor =
1161    {
1162        .ptr                           = ptr,
1163        .offset_first_element_in_bytes = offset_first_element_in_bytes,
1164        .stride_x                      = stride_x,
1165        .stride_y                      = stride_y,
1166        .stride_z                      = stride_z
1167    };
1168    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;
1169    return tensor;
1170}
1171
1172
1173inline 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)
1174{
1175    Tensor3D tensor =
1176    {
1177        .ptr                           = ptr,
1178        .offset_first_element_in_bytes = offset_first_element_in_bytes,
1179        .stride_x                      = stride_x,
1180        .stride_y                      = stride_y,
1181        .stride_z                      = stride_z
1182    };
1183    return tensor;
1184}
1185
1186inline 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,
1187                                             uint step_w,
1188                                             uint mod_size)
1189{
1190    Tensor4D tensor =
1191    {
1192        .ptr                           = ptr,
1193        .offset_first_element_in_bytes = offset_first_element_in_bytes,
1194        .stride_x                      = stride_x,
1195        .stride_y                      = stride_y,
1196        .stride_z                      = stride_z,
1197        .stride_w                      = stride_w
1198    };
1199
1200    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;
1201    return tensor;
1202}
1203
1204
1205inline __global const uchar *vector_offset(const Vector *vec, int x)
1206{
1207    return vec->ptr + x * vec->stride_x;
1208}
1209
1210
1211inline __global uchar *offset(const Image *img, int x, int y)
1212{
1213    return img->ptr + x * img->stride_x + y * img->stride_y;
1214}
1215
1216
1217inline __global const uchar *tensor3D_offset(const Tensor3D *tensor, int x, int y, int z)
1218{
1219    return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z;
1220}
1221
1222
1223inline __global const uchar *tensor4D_offset(const Tensor4D *tensor, int x, int y, int z, int w)
1224{
1225    return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + w * tensor->stride_w;
1226}
1227
1228
1229inline __global const uchar *tensor3D_index2ptr(const Tensor3D *tensor, uint width, uint height, uint depth, uint index)
1230{
1231    uint num_elements = width * height;
1232
1233    const uint z = index / num_elements;
1234
1235    index %= num_elements;
1236
1237    const uint y = index / width;
1238
1239    index %= width;
1240
1241    const uint x = index;
1242
1243    return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + tensor->offset_first_element_in_bytes;
1244}
1245
1246#endif
1247
1248#if GPU_ARCH == GPU_ARCH_BIFROST
1249#define MLA(a, b, c) (fma(c, b, a))
1250#else
1251#define MLA(a, b, c) ((b) * (c) + (a))
1252#endif
1253
1254
1255#define hard_swish_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (x * ((min(max((x + (DATA_TYPE)3.0), (DATA_TYPE)0.0), (DATA_TYPE)6.0)) * (DATA_TYPE)0.166666667))
1256
1257
1258#define logistic_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) ((DATA_TYPE)1.0 / ((DATA_TYPE)1.0 + exp(-x)))
1259
1260
1261#define tanh_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) ((DATA_TYPE)A_VAL * tanh((DATA_TYPE)B_VAL * x))
1262
1263
1264#define relu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (max((DATA_TYPE)0.0, x))
1265
1266
1267#define brelu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (min((DATA_TYPE)A_VAL, max((DATA_TYPE)0.0, x)))
1268
1269
1270#define lu_brelu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (min(max(x, (DATA_TYPE)B_VAL), (DATA_TYPE)A_VAL))
1271
1272
1273#define lrelu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) ((min(x, (DATA_TYPE)0.0) * (DATA_TYPE)A_VAL) + max(x, (DATA_TYPE)0.0))
1274
1275
1276#define srelu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (log((DATA_TYPE)1.0 + exp(x)))
1277
1278
1279#define elu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (select(((DATA_TYPE)A_VAL * (exp(x) - (DATA_TYPE)1.0)), x, (SELECT_VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE))isgreaterequal(x, (DATA_TYPE)0.0)))
1280
1281
1282#define abs_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (fabs(x))
1283
1284
1285#define square_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (x * x)
1286
1287
1288#define sqrt_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (sqrt(x))
1289
1290
1291#define linear_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (MLA((DATA_TYPE)B_VAL, (DATA_TYPE)A_VAL, x))
1292
1293
1294#define gelu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (x * (DATA_TYPE)0.5 * ((DATA_TYPE)1.0 + erf(x / (DATA_TYPE)1.41421356237)))
1295
1296
1297#define identity_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (x)
1298
1299#define ACT_OP(op, DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) op##_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL)
1300
1301#define ACTIVATION(op, DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) ACT_OP(op, DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL))"