1R"( 2 3#ifndef ARM_COMPUTE_HELPER_H 4#define ARM_COMPUTE_HELPER_H 5 6 7 8 9#define STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 10 VSTORE(N0) \ 11 (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); 12 13#define STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 14 STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 15 VSTORE(N0) \ 16 (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); 17 18#define STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 19 STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 20 VSTORE(N0) \ 21 (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); 22 23#define STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 24 STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 25 VSTORE(N0) \ 26 (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); 27 28#define STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 29 STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 30 VSTORE(N0) \ 31 (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); 32 33#define STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 34 STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 35 VSTORE(N0) \ 36 (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); 37 38#define STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 39 STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 40 VSTORE(N0) \ 41 (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); 42 43#define STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 44 STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 45 VSTORE(N0) \ 46 (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); 47 48#define STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 49 STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 50 VSTORE(N0) \ 51 (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); 52 53#define STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 54 STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 55 VSTORE(N0) \ 56 (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); 57 58#define STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 59 STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 60 VSTORE(N0) \ 61 (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); 62 63#define STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 64 STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 65 VSTORE(N0) \ 66 (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); 67 68#define STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 69 STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 70 VSTORE(N0) \ 71 (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); 72 73#define STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 74 STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 75 VSTORE(N0) \ 76 (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); 77 78#define STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 79 STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 80 VSTORE(N0) \ 81 (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); 82 83#define STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 84 STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 85 VSTORE(N0) \ 86 (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); 87 88 89 90#define CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 91 VSTORE(N0) \ 92 (CONVERT_SAT((BASENAME##0), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); 93 94#define CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 95 CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 96 VSTORE(N0) \ 97 (CONVERT_SAT((BASENAME##1), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); 98 99#define CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 100 CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 101 VSTORE(N0) \ 102 (CONVERT_SAT((BASENAME##2), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); 103 104#define CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 105 CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 106 VSTORE(N0) \ 107 (CONVERT_SAT((BASENAME##3), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); 108 109#define CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 110 CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 111 VSTORE(N0) \ 112 (CONVERT_SAT((BASENAME##4), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); 113 114#define CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 115 CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 116 VSTORE(N0) \ 117 (CONVERT_SAT((BASENAME##5), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); 118 119#define CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 120 CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 121 VSTORE(N0) \ 122 (CONVERT_SAT((BASENAME##6), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); 123 124#define CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 125 CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 126 VSTORE(N0) \ 127 (CONVERT_SAT((BASENAME##7), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); 128 129#define CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 130 CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 131 VSTORE(N0) \ 132 (CONVERT_SAT((BASENAME##8), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); 133 134#define CONVERT_STORE_ROW_10(N0, DATA, BASENAME, PTR, STRIDE_Y, Z) \ 135 CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 136 VSTORE(N0) \ 137 (CONVERT_SAT((BASENAME##9), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); 138 139#define CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 140 CONVERT_STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 141 VSTORE(N0) \ 142 (CONVERT_SAT((BASENAME##A), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); 143 144#define CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 145 CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 146 VSTORE(N0) \ 147 (CONVERT_SAT((BASENAME##B), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); 148 149#define CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 150 CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 151 VSTORE(N0) \ 152 (CONVERT_SAT((BASENAME##C), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); 153 154#define CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 155 CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 156 VSTORE(N0) \ 157 (CONVERT_SAT((BASENAME##D), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); 158 159#define CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 160 CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 161 VSTORE(N0) \ 162 (CONVERT_SAT((BASENAME##E), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); 163 164#define CONVERT_STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 165 CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 166 VSTORE(N0) \ 167 (CONVERT_SAT((BASENAME##F), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); 168 169 170 171 172#define STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) 173#define STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) 174 175 176 177#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) 178#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) 179 180 181 182#define STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 183 VSTORE_PARTIAL(N0, STORE_N0) \ 184 (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); 185 186#define STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 187 STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 188 VSTORE_PARTIAL(N0, STORE_N0) \ 189 (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); 190 191#define STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 192 STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 193 VSTORE_PARTIAL(N0, STORE_N0) \ 194 (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); 195 196#define STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 197 STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 198 VSTORE_PARTIAL(N0, STORE_N0) \ 199 (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); 200 201#define STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 202 STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 203 VSTORE_PARTIAL(N0, STORE_N0) \ 204 (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); 205 206#define STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 207 STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 208 VSTORE_PARTIAL(N0, STORE_N0) \ 209 (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); 210 211#define STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 212 STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 213 VSTORE_PARTIAL(N0, STORE_N0) \ 214 (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); 215 216#define STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 217 STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 218 VSTORE_PARTIAL(N0, STORE_N0) \ 219 (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); 220 221#define STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 222 STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 223 VSTORE_PARTIAL(N0, STORE_N0) \ 224 (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); 225 226#define STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 227 STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 228 VSTORE_PARTIAL(N0, STORE_N0) \ 229 (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); 230 231#define STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 232 STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 233 VSTORE_PARTIAL(N0, STORE_N0) \ 234 (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); 235 236#define STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 237 STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 238 VSTORE_PARTIAL(N0, STORE_N0) \ 239 (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); 240 241#define STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 242 STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 243 VSTORE_PARTIAL(N0, STORE_N0) \ 244 (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); 245 246#define STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 247 STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 248 VSTORE_PARTIAL(N0, STORE_N0) \ 249 (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); 250 251#define STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 252 STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 253 VSTORE_PARTIAL(N0, STORE_N0) \ 254 (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); 255 256#define STORE_ROW_PARTIAL_16(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 257 STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 258 VSTORE_PARTIAL(N0, STORE_N0) \ 259 (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); 260 261 262 263#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) 264#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) 265 266#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) \ 267 if(!(PARTIAL_COND_X) && !(PARTIAL_COND_Y)) \ 268 { \ 269 STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 270 } \ 271 else if((PARTIAL_COND_Y) && !(PARTIAL_COND_X)) \ 272 { \ 273 STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 274 } \ 275 else if(!(PARTIAL_COND_Y) && (PARTIAL_COND_X)) \ 276 { \ 277 STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 278 } \ 279 else \ 280 { \ 281 STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 282 } 283 284#define STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X) \ 285 if(!(PARTIAL_COND_X)) \ 286 { \ 287 STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 288 } \ 289 else \ 290 { \ 291 STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 292 } 293 294#define STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y) \ 295 if(!(PARTIAL_COND_Y)) \ 296 { \ 297 STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 298 } \ 299 else \ 300 { \ 301 STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 302 } 303 304 305#if defined(PARTIAL_STORE_M0) && defined(PARTIAL_STORE_N0) 306 307 308#if PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 == 0 309 310#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) \ 311 STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) 312 313#elif PARTIAL_STORE_M0 > 0 && PARTIAL_STORE_N0 == 0 314 315#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) \ 316 STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y) 317 318#elif PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 > 0 319 320#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) \ 321 STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X) 322 323#else 324 325#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) \ 326 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) 327 328#endif 329 330#endif 331 332 333#if defined(PARTIAL_STORE_M0) 334 335#define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \ 336 ((uint)(max(0, (int)(y * M0) - (int)((M0 - PARTIAL_STORE_M0) % M0)))) 337#else 338#define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \ 339 ((uint)(y * M0)) 340#endif 341 342 343 344#define STORE_VECTOR_SELECT(basename, data_type, ptr, vec_size, leftover, cond) \ 345 STORE_BLOCK_PARTIAL_IN_X(1, vec_size, data_type, basename, ptr, 0, 0, leftover, cond) 346 347 348#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) 349#pragma OPENCL EXTENSION cl_khr_fp16 : enable 350#endif 351 352#if defined(ARM_COMPUTE_OPENCL_DOT8_ENABLED) && defined(cl_arm_integer_dot_product_int8) 353#pragma OPENCL EXTENSION cl_arm_integer_dot_product_int8 : enable 354#endif 355 356#if defined(ARM_COMPUTE_OPENCL_DOT8_ACC_ENABLED) && defined(cl_arm_integer_dot_product_accumulate_int8) 357#pragma OPENCL EXTENSION cl_arm_integer_dot_product_accumulate_int8 : enable 358#endif 359 360#if defined(ARM_COMPUTE_DEBUG_ENABLED) && defined(cl_arm_printf) 361#pragma OPENCL EXTENSION cl_arm_printf : enable 362#endif 363 364#define GPU_ARCH_MIDGARD 0x100 365#define GPU_ARCH_BIFROST 0x200 366#define GPU_ARCH_VALHALL 0x300 367 368 369#define CONCAT(a, b) a##b 370 371 372#define EXPAND(x) x 373 374 375#define CLAMP(x, min_val, max_val) min(max(x, min_val), max_val) 376 377 378#define REV1(x) ((x)) 379#define REV2(x) ((x).s10) 380#define REV3(x) ((x).s210) 381#define REV4(x) ((x).s3210) 382#define REV8(x) ((x).s76543210) 383#define REV16(x) ((x).sFEDCBA9876543210) 384 385 386 387#define REVERSE_STR(x, s) REV##s((x)) 388#define REVERSE(x, s) REVERSE_STR(x, s) 389 390 391 392#define ROT1_0(x) ((x)) 393#define ROT1_1(x) ((x)) 394 395#define ROT2_0(x) ((x)) 396#define ROT2_1(x) ((x).s10) 397#define ROT2_2(x) ((x)) 398 399#define ROT3_0(x) ((x)) 400#define ROT3_1(x) ((x).s201) 401#define ROT3_2(x) ((x).s120) 402#define ROT3_3(x) ((x)) 403 404#define ROT4_0(x) ((x)) 405#define ROT4_1(x) ((x).s3012) 406#define ROT4_2(x) ((x).s2301) 407#define ROT4_3(x) ((x).s1230) 408#define ROT4_4(x) ((x)) 409 410#define ROT8_0(x) ((x)) 411#define ROT8_1(x) ((x).s70123456) 412#define ROT8_2(x) ((x).s67012345) 413#define ROT8_3(x) ((x).s56701234) 414#define ROT8_4(x) ((x).s45670123) 415#define ROT8_5(x) ((x).s34567012) 416#define ROT8_6(x) ((x).s23456701) 417#define ROT8_7(x) ((x).s12345670) 418#define ROT8_8(x) ((x)) 419 420#define ROT16_0(x) ((x)) 421#define ROT16_1(x) ((x).sF0123456789ABCDE) 422#define ROT16_2(x) ((x).sEF0123456789ABCD) 423#define ROT16_3(x) ((x).sDEF0123456789ABC) 424#define ROT16_4(x) ((x).sCDEF0123456789AB) 425#define ROT16_5(x) ((x).sBCDEF0123456789A) 426#define ROT16_6(x) ((x).sABCDEF0123456789) 427#define ROT16_7(x) ((x).s9ABCDEF012345678) 428#define ROT16_8(x) ((x).s89ABCDEF01234567) 429#define ROT16_9(x) ((x).s789ABCDEF0123456) 430#define ROT16_10(x) ((x).s6789ABCDEF012345) 431#define ROT16_11(x) ((x).s56789ABCDEF01234) 432#define ROT16_12(x) ((x).s456789ABCDEF0123) 433#define ROT16_13(x) ((x).s3456789ABCDEF012) 434#define ROT16_14(x) ((x).s23456789ABCDEF01) 435#define ROT16_15(x) ((x).s123456789ABCDEF0) 436#define ROT16_16(x) ((x)) 437 438 439 440#define ROTATE_STR(x, s, n) ROT##s##_##n(x) 441#define ROTATE(x, s, n) ROTATE_STR(x, s, n) 442 443 444 445#define V_OFFS1(dt) (dt##1)(0) 446#define V_OFFS2(dt) (dt##2)(0, 1) 447#define V_OFFS3(dt) (dt##3)(0, 1, 2) 448#define V_OFFS4(dt) (dt##4)(0, 1, 2, 3) 449#define V_OFFS8(dt) (dt##8)(0, 1, 2, 3, 4, 5, 6, 7) 450#define V_OFFS16(dt) (dt##16)(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15) 451 452 453 454#define VEC_OFFS_STR(dt, s) V_OFFS##s(dt) 455#define VEC_OFFS(dt, s) VEC_OFFS_STR(dt, s) 456 457 458#define VLOAD_STR(size) vload##size 459#define VLOAD(size) VLOAD_STR(size) 460 461 462#define VLOAD_PARTIAL_STR(size, load_size) vload_partial_##size##_##load_size 463#define VLOAD_PARTIAL(size, load_size) VLOAD_PARTIAL_STR(size, load_size) 464 465#define NO_LOAD(data, offs, ptr) \ 466 { \ 467 } 468 469 470#define vload_partial_1_0 NO_LOAD 471#define vload_partial_1_1 vload1 472#define vload_partial_1_2 NO_LOAD 473#define vload_partial_1_3 NO_LOAD 474#define vload_partial_1_4 NO_LOAD 475#define vload_partial_1_5 NO_LOAD 476#define vload_partial_1_6 NO_LOAD 477#define vload_partial_1_7 NO_LOAD 478#define vload_partial_1_8 NO_LOAD 479#define vload_partial_1_9 NO_LOAD 480#define vload_partial_1_10 NO_LOAD 481#define vload_partial_1_11 NO_LOAD 482#define vload_partial_1_12 NO_LOAD 483#define vload_partial_1_13 NO_LOAD 484#define vload_partial_1_14 NO_LOAD 485#define vload_partial_1_15 NO_LOAD 486#define vload_partial_1_16 NO_LOAD 487 488#define vload_partial_2_0 NO_LOAD 489#define vload_partial_2_1 vload_partial_1 490#define vload_partial_2_2 vload_partial_2 491#define vload_partial_2_3 NO_LOAD 492#define vload_partial_2_4 NO_LOAD 493#define vload_partial_2_5 NO_LOAD 494#define vload_partial_2_6 NO_LOAD 495#define vload_partial_2_7 NO_LOAD 496#define vload_partial_2_8 NO_LOAD 497#define vload_partial_2_9 NO_LOAD 498#define vload_partial_2_10 NO_LOAD 499#define vload_partial_2_11 NO_LOAD 500#define vload_partial_2_12 NO_LOAD 501#define vload_partial_2_13 NO_LOAD 502#define vload_partial_2_14 NO_LOAD 503#define vload_partial_2_15 NO_LOAD 504#define vload_partial_2_16 NO_LOAD 505 506#define vload_partial_3_0 NO_LOAD 507#define vload_partial_3_1 vload_partial_1 508#define vload_partial_3_2 vload_partial_2 509#define vload_partial_3_3 vload_partial_3 510#define vload_partial_3_4 NO_LOAD 511#define vload_partial_3_5 NO_LOAD 512#define vload_partial_3_6 NO_LOAD 513#define vload_partial_3_7 NO_LOAD 514#define vload_partial_3_8 NO_LOAD 515#define vload_partial_3_9 NO_LOAD 516#define vload_partial_3_10 NO_LOAD 517#define vload_partial_3_11 NO_LOAD 518#define vload_partial_3_12 NO_LOAD 519#define vload_partial_3_13 NO_LOAD 520#define vload_partial_3_14 NO_LOAD 521#define vload_partial_3_15 NO_LOAD 522#define vload_partial_3_16 NO_LOAD 523 524#define vload_partial_4_0 NO_LOAD 525#define vload_partial_4_1 vload_partial_1 526#define vload_partial_4_2 vload_partial_2 527#define vload_partial_4_3 vload_partial_3 528#define vload_partial_4_4 vload_partial_4 529#define vload_partial_4_5 NO_LOAD 530#define vload_partial_4_6 NO_LOAD 531#define vload_partial_4_7 NO_LOAD 532#define vload_partial_4_8 NO_LOAD 533#define vload_partial_4_9 NO_LOAD 534#define vload_partial_4_10 NO_LOAD 535#define vload_partial_4_11 NO_LOAD 536#define vload_partial_4_12 NO_LOAD 537#define vload_partial_4_13 NO_LOAD 538#define vload_partial_4_14 NO_LOAD 539#define vload_partial_4_15 NO_LOAD 540#define vload_partial_4_16 NO_LOAD 541 542#define vload_partial_8_0 NO_LOAD 543#define vload_partial_8_1 vload_partial_1 544#define vload_partial_8_2 vload_partial_2 545#define vload_partial_8_3 vload_partial_3 546#define vload_partial_8_4 vload_partial_4 547#define vload_partial_8_5 vload_partial_5 548#define vload_partial_8_6 vload_partial_6 549#define vload_partial_8_7 vload_partial_7 550#define vload_partial_8_8 vload_partial_8 551#define vload_partial_8_9 NO_LOAD 552#define vload_partial_8_10 NO_LOAD 553#define vload_partial_8_11 NO_LOAD 554#define vload_partial_8_12 NO_LOAD 555#define vload_partial_8_13 NO_LOAD 556#define vload_partial_8_14 NO_LOAD 557#define vload_partial_8_15 NO_LOAD 558#define vload_partial_8_16 NO_LOAD 559 560#define vload_partial_16_0 NO_LOAD 561#define vload_partial_16_1 vload_partial_1 562#define vload_partial_16_2 vload_partial_2 563#define vload_partial_16_3 vload_partial_3 564#define vload_partial_16_4 vload_partial_4 565#define vload_partial_16_5 vload_partial_5 566#define vload_partial_16_6 vload_partial_6 567#define vload_partial_16_7 vload_partial_7 568#define vload_partial_16_8 vload_partial_8 569#define vload_partial_16_9 vload_partial_9 570#define vload_partial_16_10 vload_partial_10 571#define vload_partial_16_11 vload_partial_11 572#define vload_partial_16_12 vload_partial_12 573#define vload_partial_16_13 vload_partial_13 574#define vload_partial_16_14 vload_partial_14 575#define vload_partial_16_15 vload_partial_15 576#define vload_partial_16_16 vload_partial_16 577 578 579#define vload_partial_1(DATA, OFFSET, PTR) \ 580 DATA.s0 = vload1(OFFSET, PTR); 581 582#define vload_partial_2(DATA, OFFSET, PTR) \ 583 DATA.s01 = vload2(OFFSET, PTR); 584 585#define vload_partial_3(DATA, OFFSET, PTR) \ 586 DATA.s012 = vload3(OFFSET, PTR); 587 588#define vload_partial_4(DATA, OFFSET, PTR) \ 589 DATA.s0123 = vload4(OFFSET, PTR); 590 591#define vload_partial_5(DATA, OFFSET, PTR) \ 592 vload_partial_4(DATA.s0123, OFFSET, PTR); \ 593 DATA.s4 = vload1(OFFSET, PTR + 4); 594 595#define vload_partial_6(DATA, OFFSET, PTR) \ 596 vload_partial_4(DATA.s0123, OFFSET, PTR); \ 597 vload_partial_2(DATA.s45, OFFSET, PTR + 4); 598 599#define vload_partial_7(DATA, OFFSET, PTR) \ 600 vload_partial_4(DATA.s0123, OFFSET, PTR); \ 601 vload_partial_3(DATA.s456, OFFSET, PTR + 4); 602 603#define vload_partial_8(DATA, OFFSET, PTR) \ 604 DATA.s01234567 = vload8(OFFSET, PTR); 605 606#define vload_partial_9(DATA, OFFSET, PTR) \ 607 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 608 DATA.s8 = vload1(OFFSET, PTR + 8); 609 610#define vload_partial_10(DATA, OFFSET, PTR) \ 611 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 612 vload_partial_2(DATA.s89, OFFSET, PTR + 8); 613 614#define vload_partial_11(DATA, OFFSET, PTR) \ 615 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 616 vload_partial_3(DATA.s89A, OFFSET, PTR + 8); 617 618#define vload_partial_12(DATA, OFFSET, PTR) \ 619 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 620 vload_partial_4(DATA.s89AB, OFFSET, PTR + 8); 621 622#define vload_partial_13(DATA, OFFSET, PTR) \ 623 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 624 vload_partial_5(DATA.s89ABCDEF, OFFSET, PTR + 8); 625 626#define vload_partial_14(DATA, OFFSET, PTR) \ 627 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 628 vload_partial_6(DATA.s89ABCDEF, OFFSET, PTR + 8); 629 630#define vload_partial_15(DATA, OFFSET, PTR) \ 631 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 632 vload_partial_7(DATA.s89ABCDEF, OFFSET, PTR + 8); 633 634#define vload_partial_16(DATA, OFFSET, PTR) \ 635 DATA = vload16(OFFSET, PTR); 636 637 638 639#define PIXEL_UNIT4 1 640#define PIXEL_UNIT8 2 641#define PIXEL_UNIT16 4 642 643 644#define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size) PIXEL_UNIT##vec_size 645#define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT(vec_size) CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size) 646 647 648#define read_image2d_floatx1(img, x_coord, y_coord) (float4)(read_imagef(img, (int2)(x_coord, y_coord))); 649#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))); 650#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))); 651 652#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) 653#define read_image2d_halfx1(img, x_coord, y_coord) (half4)(read_imageh(img, (int2)(x_coord, y_coord))); 654#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))); 655#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))); 656#endif 657 658#define write_image2d_floatx1(img, x_coord, y_coord, values) (write_imagef(img, (int2)(x_coord, y_coord), values)); 659#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)); 660#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)); 661 662#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) 663#define write_image2d_halfx1(img, x_coord, y_coord, values) (write_imageh(img, (int2)(x_coord, y_coord), values)); 664#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)); 665#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)); 666#endif 667 668 669#define READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord) read_image2d_##data_type##x##n0(img, x_coord, y_coord) 670#define READ_IMAGE2D(data_type, n0, img, x_coord, y_coord) READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord) 671 672 673#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) 674#define WRITE_IMAGE2D(data_type, n0, img, x_coord, y_coord, values) WRITE_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord, values) 675 676#define VSTORE_STR(size) vstore##size 677#define VSTORE(size) VSTORE_STR(size) 678 679#define float1 float 680#define half1 half 681#define char1 char 682#define uchar1 uchar 683#define short1 short 684#define ushort1 ushort 685#define int1 int 686#define uint1 uint 687#define long1 long 688#define ulong1 ulong 689#define double1 double 690 691#define vload1(OFFSET, PTR) *(OFFSET + PTR) 692#define vstore1(DATA, OFFSET, PTR) *(OFFSET + PTR) = DATA 693 694 695#define VSTORE_PARTIAL_STR(size, store_size) vstore_partial_##size##_##store_size 696#define VSTORE_PARTIAL(size, store_size) VSTORE_PARTIAL_STR(size, store_size) 697 698#define NO_STORE(data, offs, ptr) \ 699 { \ 700 } 701 702 703#define vstore_partial_1_0 NO_STORE 704#define vstore_partial_1_1 vstore1 705#define vstore_partial_1_2 NO_STORE 706#define vstore_partial_1_3 NO_STORE 707#define vstore_partial_1_4 NO_STORE 708#define vstore_partial_1_5 NO_STORE 709#define vstore_partial_1_6 NO_STORE 710#define vstore_partial_1_7 NO_STORE 711#define vstore_partial_1_8 NO_STORE 712#define vstore_partial_1_9 NO_STORE 713#define vstore_partial_1_10 NO_STORE 714#define vstore_partial_1_11 NO_STORE 715#define vstore_partial_1_12 NO_STORE 716#define vstore_partial_1_13 NO_STORE 717#define vstore_partial_1_14 NO_STORE 718#define vstore_partial_1_15 NO_STORE 719#define vstore_partial_1_16 NO_STORE 720 721#define vstore_partial_2_0 NO_STORE 722#define vstore_partial_2_1 vstore_partial_1 723#define vstore_partial_2_2 vstore_partial_2 724#define vstore_partial_2_3 NO_STORE 725#define vstore_partial_2_4 NO_STORE 726#define vstore_partial_2_5 NO_STORE 727#define vstore_partial_2_6 NO_STORE 728#define vstore_partial_2_7 NO_STORE 729#define vstore_partial_2_8 NO_STORE 730#define vstore_partial_2_9 NO_STORE 731#define vstore_partial_2_10 NO_STORE 732#define vstore_partial_2_11 NO_STORE 733#define vstore_partial_2_12 NO_STORE 734#define vstore_partial_2_13 NO_STORE 735#define vstore_partial_2_14 NO_STORE 736#define vstore_partial_2_15 NO_STORE 737#define vstore_partial_2_16 NO_STORE 738 739#define vstore_partial_3_0 NO_STORE 740#define vstore_partial_3_1 vstore_partial_1 741#define vstore_partial_3_2 vstore_partial_2 742#define vstore_partial_3_3 vstore_partial_3 743#define vstore_partial_3_4 NO_STORE 744#define vstore_partial_3_5 NO_STORE 745#define vstore_partial_3_6 NO_STORE 746#define vstore_partial_3_7 NO_STORE 747#define vstore_partial_3_8 NO_STORE 748#define vstore_partial_3_9 NO_STORE 749#define vstore_partial_3_10 NO_STORE 750#define vstore_partial_3_11 NO_STORE 751#define vstore_partial_3_12 NO_STORE 752#define vstore_partial_3_13 NO_STORE 753#define vstore_partial_3_14 NO_STORE 754#define vstore_partial_3_15 NO_STORE 755#define vstore_partial_3_16 NO_STORE 756 757#define vstore_partial_4_0 NO_STORE 758#define vstore_partial_4_1 vstore_partial_1 759#define vstore_partial_4_2 vstore_partial_2 760#define vstore_partial_4_3 vstore_partial_3 761#define vstore_partial_4_4 vstore_partial_4 762#define vstore_partial_4_5 NO_STORE 763#define vstore_partial_4_6 NO_STORE 764#define vstore_partial_4_7 NO_STORE 765#define vstore_partial_4_8 NO_STORE 766#define vstore_partial_4_9 NO_STORE 767#define vstore_partial_4_10 NO_STORE 768#define vstore_partial_4_11 NO_STORE 769#define vstore_partial_4_12 NO_STORE 770#define vstore_partial_4_13 NO_STORE 771#define vstore_partial_4_14 NO_STORE 772#define vstore_partial_4_15 NO_STORE 773#define vstore_partial_4_16 NO_STORE 774 775#define vstore_partial_8_0 NO_STORE 776#define vstore_partial_8_1 vstore_partial_1 777#define vstore_partial_8_2 vstore_partial_2 778#define vstore_partial_8_3 vstore_partial_3 779#define vstore_partial_8_4 vstore_partial_4 780#define vstore_partial_8_5 vstore_partial_5 781#define vstore_partial_8_6 vstore_partial_6 782#define vstore_partial_8_7 vstore_partial_7 783#define vstore_partial_8_8 vstore_partial_8 784#define vstore_partial_8_9 NO_STORE 785#define vstore_partial_8_10 NO_STORE 786#define vstore_partial_8_11 NO_STORE 787#define vstore_partial_8_12 NO_STORE 788#define vstore_partial_8_13 NO_STORE 789#define vstore_partial_8_14 NO_STORE 790#define vstore_partial_8_15 NO_STORE 791#define vstore_partial_8_16 NO_STORE 792 793#define vstore_partial_16_0 NO_STORE 794#define vstore_partial_16_1 vstore_partial_1 795#define vstore_partial_16_2 vstore_partial_2 796#define vstore_partial_16_3 vstore_partial_3 797#define vstore_partial_16_4 vstore_partial_4 798#define vstore_partial_16_5 vstore_partial_5 799#define vstore_partial_16_6 vstore_partial_6 800#define vstore_partial_16_7 vstore_partial_7 801#define vstore_partial_16_8 vstore_partial_8 802#define vstore_partial_16_9 vstore_partial_9 803#define vstore_partial_16_10 vstore_partial_10 804#define vstore_partial_16_11 vstore_partial_11 805#define vstore_partial_16_12 vstore_partial_12 806#define vstore_partial_16_13 vstore_partial_13 807#define vstore_partial_16_14 vstore_partial_14 808#define vstore_partial_16_15 vstore_partial_15 809#define vstore_partial_16_16 vstore_partial_16 810 811 812#define vstore_partial_1(DATA, OFFSET, PTR) \ 813 vstore1(DATA.s0, OFFSET, PTR); 814 815#define vstore_partial_2(DATA, OFFSET, PTR) \ 816 vstore2(DATA.s01, OFFSET, PTR); 817 818#define vstore_partial_3(DATA, OFFSET, PTR) \ 819 vstore3(DATA.s012, OFFSET, PTR); 820 821#define vstore_partial_4(DATA, OFFSET, PTR) \ 822 vstore4(DATA.s0123, OFFSET, PTR); 823 824#define vstore_partial_5(DATA, OFFSET, PTR) \ 825 vstore_partial_4(DATA.s0123, OFFSET, PTR); \ 826 vstore1(DATA.s4, OFFSET, PTR + 4); 827 828#define vstore_partial_6(DATA, OFFSET, PTR) \ 829 vstore_partial_4(DATA.s0123, OFFSET, PTR); \ 830 vstore_partial_2(DATA.s45, OFFSET, PTR + 4); 831 832#define vstore_partial_7(DATA, OFFSET, PTR) \ 833 vstore_partial_4(DATA.s0123, OFFSET, PTR); \ 834 vstore_partial_3(DATA.s456, OFFSET, PTR + 4); 835 836#define vstore_partial_8(DATA, OFFSET, PTR) \ 837 vstore8(DATA.s01234567, OFFSET, PTR); 838 839#define vstore_partial_9(DATA, OFFSET, PTR) \ 840 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 841 vstore1(DATA.s8, OFFSET, PTR + 8); 842 843#define vstore_partial_10(DATA, OFFSET, PTR) \ 844 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 845 vstore_partial_2(DATA.s89, OFFSET, PTR + 8); 846 847#define vstore_partial_11(DATA, OFFSET, PTR) \ 848 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 849 vstore_partial_3(DATA.s89a, OFFSET, PTR + 8); 850 851#define vstore_partial_12(DATA, OFFSET, PTR) \ 852 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 853 vstore_partial_4(DATA.s89ab, OFFSET, PTR + 8); 854 855#define vstore_partial_13(DATA, OFFSET, PTR) \ 856 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 857 vstore_partial_5(DATA.s89abcdef, OFFSET, PTR + 8); 858 859#define vstore_partial_14(DATA, OFFSET, PTR) \ 860 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 861 vstore_partial_6(DATA.s89abcdef, OFFSET, PTR + 8); 862 863#define vstore_partial_15(DATA, OFFSET, PTR) \ 864 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 865 vstore_partial_7(DATA.s89abcdef, OFFSET, PTR + 8); 866 867#define vstore_partial_16(DATA, OFFSET, PTR) \ 868 vstore16(DATA, OFFSET, PTR); 869 870 871 872 873 874#define convert_float_sat convert_float 875#define convert_float1_sat convert_float 876#define convert_float2_sat convert_float2 877#define convert_float3_sat convert_float3 878#define convert_float4_sat convert_float4 879#define convert_float8_sat convert_float8 880#define convert_float16_sat convert_float16 881#define convert_half_sat convert_float 882#define convert_half1_sat convert_half 883#define convert_half2_sat convert_half2 884#define convert_half3_sat convert_half3 885#define convert_half4_sat convert_half4 886#define convert_half8_sat convert_half8 887#define convert_half16_sat convert_half16 888 889#define convert_float1 convert_float 890#define convert_half1 convert_half 891#define convert_char1 convert_char 892#define convert_uchar1 convert_uchar 893#define convert_short1 convert_short 894#define convert_ushort1 convert_ushort 895#define convert_int1 convert_int 896#define convert_uint1 convert_uint 897#define convert_long1 convert_long 898#define convert_ulong1 convert_ulong 899#define convert_double1 convert_double 900 901#define convert_char1_sat convert_char_sat 902#define convert_uchar1_sat convert_uchar_sat 903#define convert_uchar2_sat convert_uchar2_sat 904#define convert_uchar3_sat convert_uchar3_sat 905#define convert_uchar4_sat convert_uchar4_sat 906#define convert_uchar8_sat convert_uchar8_sat 907#define convert_uchar16_sat convert_uchar16_sat 908#define convert_short1_sat convert_short_sat 909#define convert_ushort1_sat convert_ushort_sat 910#define convert_int1_sat convert_int_sat 911#define convert_uint1_sat convert_uint_sat 912#define convert_long1_sat convert_long_sat 913#define convert_ulong1_sat convert_ulong_sat 914#define convert_double1_sat convert_double_sat 915 916#define VEC_DATA_TYPE_STR(type, size) type##size 917#define VEC_DATA_TYPE(type, size) VEC_DATA_TYPE_STR(type, size) 918 919#define CONVERT_STR(x, type) (convert_##type((x))) 920#define CONVERT(x, type) CONVERT_STR(x, type) 921 922#define CONVERT_SAT_STR(x, type) (convert_##type##_sat((x))) 923#define CONVERT_SAT(x, type) CONVERT_SAT_STR(x, type) 924 925#define CONVERT_SAT_ROUND_STR(x, type, round) (convert_##type##_sat_##round((x))) 926#define CONVERT_SAT_ROUND(x, type, round) CONVERT_SAT_ROUND_STR(x, type, round) 927 928#define select_vec_dt_uchar(size) uchar##size 929#define select_vec_dt_char(size) char##size 930#define select_vec_dt_ushort(size) ushort##size 931#define select_vec_dt_short(size) short##size 932#define select_vec_dt_half(size) short##size 933#define select_vec_dt_uint(size) uint##size 934#define select_vec_dt_int(size) int##size 935#define select_vec_dt_float(size) int##size 936#define select_vec_dt_ulong(size) ulong##size 937#define select_vec_dt_long(size) long##size 938 939#define SELECT_VEC_DATA_TYPE_STR(type, size) select_vec_dt_##type(size) 940#define SELECT_VEC_DATA_TYPE(type, size) SELECT_VEC_DATA_TYPE_STR(type, size) 941#define SELECT_DATA_TYPE(type) SELECT_VEC_DATA_TYPE_STR(type, 1) 942 943#define signed_int_vec_dt_uchar(size) char##size 944#define signed_int_vec_dt_char(size) char##size 945#define signed_int_vec_dt_ushort(size) short##size 946#define signed_int_vec_dt_short(size) short##size 947#define signed_int_vec_dt_half(size) short##size 948#define signed_int_vec_dt_uint(size) int##size 949#define signed_int_vec_dt_int(size) int##size 950#define signed_int_vec_dt_float(size) int##size 951#define signed_int_vec_dt_ulong(size) long##size 952#define signed_int_vec_dt_long(size) long##size 953 954#define SIGNED_INT_VEC_DATA_TYPE_STR(type, size) signed_int_vec_dt_##type(size) 955#define SIGNED_INT_VEC_DATA_TYPE(type, size) SIGNED_INT_VEC_DATA_TYPE_STR(type, size) 956#define SIGNED_INT_DATA_TYPE(type) SIGNED_INT_VEC_DATA_TYPE_STR(type, 1) 957 958#define sum_reduce_1(x) (x) 959#define sum_reduce_2(x) ((x).s0) + ((x).s1) 960#define sum_reduce_3(x) sum_reduce_2((x).s01) + ((x).s2) 961#define sum_reduce_4(x) sum_reduce_2((x).s01) + sum_reduce_2((x).s23) 962#define sum_reduce_8(x) sum_reduce_4((x).s0123) + sum_reduce_4((x).s4567) 963#define sum_reduce_16(x) sum_reduce_8((x).s01234567) + sum_reduce_8((x).s89ABCDEF) 964 965#define SUM_REDUCE_STR(x, size) sum_reduce_##size(x) 966#define SUM_REDUCE(x, size) SUM_REDUCE_STR(x, size) 967 968#define prod_reduce_1(x) (x) 969#define prod_reduce_2(x) ((x).s0) * ((x).s1) 970#define prod_reduce_3(x) prod_reduce_2((x).s01) * ((x).s2) 971#define prod_reduce_4(x) prod_reduce_2((x).s01) * prod_reduce_2((x).s23) 972#define prod_reduce_8(x) prod_reduce_4((x).s0123) * prod_reduce_4((x).s4567) 973#define prod_reduce_16(x) prod_reduce_8((x).s01234567) * prod_reduce_8((x).s89ABCDEF) 974 975#define PROD_REDUCE_STR(x, size) prod_reduce_##size(x) 976#define PROD_REDUCE(x, size) PROD_REDUCE_STR(x, size) 977 978#define max_reduce_1(x) (x) 979#define max_reduce_2(x) max(((x).s0), ((x).s1)) 980#define max_reduce_3(x) max(max_reduce_2((x).s01), ((x).s2)) 981#define max_reduce_4(x) max(max_reduce_2((x).s01), max_reduce_2((x).s23)) 982#define max_reduce_8(x) max(max_reduce_4((x).s0123), max_reduce_4((x).s4567)) 983#define max_reduce_16(x) max(max_reduce_8((x).s01234567), max_reduce_8((x).s89ABCDEF)) 984 985#define MAX_REDUCE_STR(x, size) max_reduce_##size(x) 986#define MAX_REDUCE(x, size) MAX_REDUCE_STR(x, size) 987 988#define VECTOR_DECLARATION(name) \ 989 __global uchar *name##_ptr, \ 990 uint name##_stride_x, \ 991 uint name##_step_x, \ 992 uint name##_offset_first_element_in_bytes 993 994#define IMAGE_DECLARATION(name) \ 995 __global uchar *name##_ptr, \ 996 uint name##_stride_x, \ 997 uint name##_step_x, \ 998 uint name##_stride_y, \ 999 uint name##_step_y, \ 1000 uint name##_offset_first_element_in_bytes 1001 1002#define TENSOR3D_DECLARATION(name) \ 1003 __global uchar *name##_ptr, \ 1004 uint name##_stride_x, \ 1005 uint name##_step_x, \ 1006 uint name##_stride_y, \ 1007 uint name##_step_y, \ 1008 uint name##_stride_z, \ 1009 uint name##_step_z, \ 1010 uint name##_offset_first_element_in_bytes 1011 1012#define TENSOR4D_DECLARATION(name) \ 1013 __global uchar *name##_ptr, \ 1014 uint name##_stride_x, \ 1015 uint name##_step_x, \ 1016 uint name##_stride_y, \ 1017 uint name##_step_y, \ 1018 uint name##_stride_z, \ 1019 uint name##_step_z, \ 1020 uint name##_stride_w, \ 1021 uint name##_step_w, \ 1022 uint name##_offset_first_element_in_bytes 1023 1024#define TENSOR5D_DECLARATION(name) \ 1025 __global uchar *name##_ptr, \ 1026 uint name##_stride_x, \ 1027 uint name##_step_x, \ 1028 uint name##_stride_y, \ 1029 uint name##_step_y, \ 1030 uint name##_stride_z, \ 1031 uint name##_step_z, \ 1032 uint name##_stride_w, \ 1033 uint name##_step_w, \ 1034 uint name##_stride_v, \ 1035 uint name##_step_v, \ 1036 uint name##_offset_first_element_in_bytes 1037 1038#define CONVERT_TO_VECTOR_STRUCT(name) \ 1039 update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x) 1040 1041#define CONVERT_TO_VECTOR_STRUCT_NO_STEP(name) \ 1042 update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0) 1043 1044#define CONVERT_TO_IMAGE_STRUCT(name) \ 1045 update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y) 1046 1047#define CONVERT_TO_IMAGE_STRUCT_NO_STEP(name) \ 1048 update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0) 1049 1050#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \ 1051 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) 1052 1053#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT_NO_STEP(name) \ 1054 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) 1055 1056#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \ 1057 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) 1058 1059#define CONVERT_TO_TENSOR3D_STRUCT(name) \ 1060 update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ 1061 name##_stride_z, name##_step_z) 1062 1063#define CONVERT_TO_TENSOR3D_STRUCT_NO_STEP(name) \ 1064 update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0, name##_stride_z, 0) 1065 1066#define CONVERT_TO_TENSOR4D_STRUCT(name, mod_size) \ 1067 update_tensor4D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ 1068 name##_stride_z, name##_step_z, name##_stride_w, name##_step_w, mod_size) 1069 1070#define CONVERT_TO_TENSOR4D_STRUCT_NO_STEP(name, mod_size) \ 1071 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) 1072 1073#define CONVERT_TO_TENSOR3D_STRUCT_NO_UPDATE_PTR(name) \ 1074 tensor3D_ptr_no_update(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ 1075 name##_stride_z, name##_step_z) 1076 1077 1078typedef struct Vector 1079{ 1080 __global uchar *ptr; 1081 int offset_first_element_in_bytes; 1082 int stride_x; 1083} Vector; 1084 1085 1086typedef struct Image 1087{ 1088 __global uchar *ptr; 1089 int offset_first_element_in_bytes; 1090 int stride_x; 1091 int stride_y; 1092} Image; 1093 1094 1095typedef struct Tensor3D 1096{ 1097 __global uchar *ptr; 1098 int offset_first_element_in_bytes; 1099 int stride_x; 1100 int stride_y; 1101 int stride_z; 1102} Tensor3D; 1103 1104 1105typedef struct Tensor4D 1106{ 1107 __global uchar *ptr; 1108 int offset_first_element_in_bytes; 1109 int stride_x; 1110 int stride_y; 1111 int stride_z; 1112 int stride_w; 1113} Tensor4D; 1114 1115 1116inline Vector update_vector_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x) 1117{ 1118 Vector vector = 1119 { 1120 .ptr = ptr, 1121 .offset_first_element_in_bytes = offset_first_element_in_bytes, 1122 .stride_x = stride_x, 1123 }; 1124 vector.ptr += vector.offset_first_element_in_bytes + get_global_id(0) * step_x; 1125 return vector; 1126} 1127 1128 1129inline 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) 1130{ 1131 Image img = 1132 { 1133 .ptr = ptr, 1134 .offset_first_element_in_bytes = offset_first_element_in_bytes, 1135 .stride_x = stride_x, 1136 .stride_y = stride_y 1137 }; 1138 img.ptr += img.offset_first_element_in_bytes + get_global_id(0) * step_x + get_global_id(1) * step_y; 1139 return img; 1140} 1141 1142 1143inline 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) 1144{ 1145 Image img = 1146 { 1147 .ptr = ptr, 1148 .offset_first_element_in_bytes = offset_first_element_in_bytes, 1149 .stride_x = stride_x, 1150 .stride_y = stride_y 1151 }; 1152 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; 1153 return img; 1154} 1155 1156 1157inline 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) 1158{ 1159 Tensor3D tensor = 1160 { 1161 .ptr = ptr, 1162 .offset_first_element_in_bytes = offset_first_element_in_bytes, 1163 .stride_x = stride_x, 1164 .stride_y = stride_y, 1165 .stride_z = stride_z 1166 }; 1167 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; 1168 return tensor; 1169} 1170 1171 1172inline 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) 1173{ 1174 Tensor3D tensor = 1175 { 1176 .ptr = ptr, 1177 .offset_first_element_in_bytes = offset_first_element_in_bytes, 1178 .stride_x = stride_x, 1179 .stride_y = stride_y, 1180 .stride_z = stride_z 1181 }; 1182 return tensor; 1183} 1184 1185inline 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, 1186 uint step_w, 1187 uint mod_size) 1188{ 1189 Tensor4D tensor = 1190 { 1191 .ptr = ptr, 1192 .offset_first_element_in_bytes = offset_first_element_in_bytes, 1193 .stride_x = stride_x, 1194 .stride_y = stride_y, 1195 .stride_z = stride_z, 1196 .stride_w = stride_w 1197 }; 1198 1199 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; 1200 return tensor; 1201} 1202 1203 1204inline __global const uchar *vector_offset(const Vector *vec, int x) 1205{ 1206 return vec->ptr + x * vec->stride_x; 1207} 1208 1209 1210inline __global uchar *offset(const Image *img, int x, int y) 1211{ 1212 return img->ptr + x * img->stride_x + y * img->stride_y; 1213} 1214 1215 1216inline __global const uchar *tensor3D_offset(const Tensor3D *tensor, int x, int y, int z) 1217{ 1218 return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z; 1219} 1220 1221 1222inline __global const uchar *tensor4D_offset(const Tensor4D *tensor, int x, int y, int z, int w) 1223{ 1224 return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + w * tensor->stride_w; 1225} 1226 1227 1228inline __global const uchar *tensor3D_index2ptr(const Tensor3D *tensor, uint width, uint height, uint depth, uint index) 1229{ 1230 uint num_elements = width * height; 1231 1232 const uint z = index / num_elements; 1233 1234 index %= num_elements; 1235 1236 const uint y = index / width; 1237 1238 index %= width; 1239 1240 const uint x = index; 1241 1242 return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + tensor->offset_first_element_in_bytes; 1243} 1244 1245#endif 1246 1247#if defined(OP) && defined(VEC_SIZE_IN1) && defined(VEC_SIZE_IN2) && defined(VEC_SIZE_OUT) && defined(DATA_TYPE) 1248 1249 1250#ifdef SATURATE 1251#define ADD(x, y) add_sat((x), (y)) 1252#define SUB(x, y) sub_sat((x), (y)) 1253#else 1254#define ADD(x, y) (x) + (y) 1255#define SUB(x, y) (x) - (y) 1256#endif 1257 1258#define MAX(x, y) max(x, y) 1259#define MIN(x, y) min(x, y) 1260#define SQUARED_DIFF(x, y) (x - y) * (x - y) 1261#define POWER(x, y) pow(x, y) 1262 1263#if VEC_SIZE_OUT == 1 1264#define PRELU(x, y) (x > 0 ? x : x * y) 1265#else 1266#define PRELU(x, y) (select(y * x, x, CONVERT((x > (DATA_TYPE)0), SELECT_VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT)))) 1267#endif 1268 1269#if defined(S32) 1270#define DIV(x, y) CONVERT(floor(CONVERT(x, VEC_DATA_TYPE(float, VEC_SIZE_OUT)) / CONVERT(y, VEC_DATA_TYPE(float, VEC_SIZE_OUT))), VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT)); 1271#else 1272#define DIV(x, y) (x / y) 1273#endif 1274 1275#define AND(x, y) (CONVERT((x && y), VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT)) & ((VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT))1)) 1276#define OR(x, y) (CONVERT((x || y), VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT)) & ((VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT))1)) 1277 1278#define OP_FUN_NAME_STR(op) elementwise_operation_##op 1279#define OP_FUN_NAME(op) OP_FUN_NAME_STR(op) 1280 1281#if defined(ACTIVATION_TYPE) 1282 1283 1284 1285#ifndef ARM_COMPUTE_HELPER_H 1286#define ARM_COMPUTE_HELPER_H 1287 1288 1289 1290 1291#define STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1292 VSTORE(N0) \ 1293 (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); 1294 1295#define STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1296 STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1297 VSTORE(N0) \ 1298 (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); 1299 1300#define STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1301 STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1302 VSTORE(N0) \ 1303 (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); 1304 1305#define STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1306 STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1307 VSTORE(N0) \ 1308 (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); 1309 1310#define STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1311 STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1312 VSTORE(N0) \ 1313 (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); 1314 1315#define STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1316 STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1317 VSTORE(N0) \ 1318 (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); 1319 1320#define STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1321 STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1322 VSTORE(N0) \ 1323 (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); 1324 1325#define STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1326 STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1327 VSTORE(N0) \ 1328 (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); 1329 1330#define STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1331 STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1332 VSTORE(N0) \ 1333 (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); 1334 1335#define STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1336 STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1337 VSTORE(N0) \ 1338 (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); 1339 1340#define STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1341 STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1342 VSTORE(N0) \ 1343 (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); 1344 1345#define STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1346 STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1347 VSTORE(N0) \ 1348 (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); 1349 1350#define STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1351 STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1352 VSTORE(N0) \ 1353 (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); 1354 1355#define STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1356 STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1357 VSTORE(N0) \ 1358 (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); 1359 1360#define STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1361 STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1362 VSTORE(N0) \ 1363 (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); 1364 1365#define STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1366 STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1367 VSTORE(N0) \ 1368 (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); 1369 1370 1371 1372#define CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1373 VSTORE(N0) \ 1374 (CONVERT_SAT((BASENAME##0), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); 1375 1376#define CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1377 CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1378 VSTORE(N0) \ 1379 (CONVERT_SAT((BASENAME##1), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); 1380 1381#define CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1382 CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1383 VSTORE(N0) \ 1384 (CONVERT_SAT((BASENAME##2), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); 1385 1386#define CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1387 CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1388 VSTORE(N0) \ 1389 (CONVERT_SAT((BASENAME##3), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); 1390 1391#define CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1392 CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1393 VSTORE(N0) \ 1394 (CONVERT_SAT((BASENAME##4), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); 1395 1396#define CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1397 CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1398 VSTORE(N0) \ 1399 (CONVERT_SAT((BASENAME##5), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); 1400 1401#define CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1402 CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1403 VSTORE(N0) \ 1404 (CONVERT_SAT((BASENAME##6), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); 1405 1406#define CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1407 CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1408 VSTORE(N0) \ 1409 (CONVERT_SAT((BASENAME##7), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); 1410 1411#define CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1412 CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1413 VSTORE(N0) \ 1414 (CONVERT_SAT((BASENAME##8), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); 1415 1416#define CONVERT_STORE_ROW_10(N0, DATA, BASENAME, PTR, STRIDE_Y, Z) \ 1417 CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1418 VSTORE(N0) \ 1419 (CONVERT_SAT((BASENAME##9), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); 1420 1421#define CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1422 CONVERT_STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1423 VSTORE(N0) \ 1424 (CONVERT_SAT((BASENAME##A), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); 1425 1426#define CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1427 CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1428 VSTORE(N0) \ 1429 (CONVERT_SAT((BASENAME##B), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); 1430 1431#define CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1432 CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1433 VSTORE(N0) \ 1434 (CONVERT_SAT((BASENAME##C), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); 1435 1436#define CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1437 CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1438 VSTORE(N0) \ 1439 (CONVERT_SAT((BASENAME##D), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); 1440 1441#define CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1442 CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1443 VSTORE(N0) \ 1444 (CONVERT_SAT((BASENAME##E), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); 1445 1446#define CONVERT_STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1447 CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1448 VSTORE(N0) \ 1449 (CONVERT_SAT((BASENAME##F), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); 1450 1451 1452 1453 1454#define STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) 1455#define STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) 1456 1457 1458 1459#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) 1460#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) 1461 1462 1463 1464#define STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1465 VSTORE_PARTIAL(N0, STORE_N0) \ 1466 (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); 1467 1468#define STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1469 STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1470 VSTORE_PARTIAL(N0, STORE_N0) \ 1471 (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); 1472 1473#define STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1474 STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1475 VSTORE_PARTIAL(N0, STORE_N0) \ 1476 (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); 1477 1478#define STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1479 STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1480 VSTORE_PARTIAL(N0, STORE_N0) \ 1481 (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); 1482 1483#define STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1484 STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1485 VSTORE_PARTIAL(N0, STORE_N0) \ 1486 (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); 1487 1488#define STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1489 STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1490 VSTORE_PARTIAL(N0, STORE_N0) \ 1491 (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); 1492 1493#define STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1494 STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1495 VSTORE_PARTIAL(N0, STORE_N0) \ 1496 (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); 1497 1498#define STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1499 STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1500 VSTORE_PARTIAL(N0, STORE_N0) \ 1501 (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); 1502 1503#define STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1504 STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1505 VSTORE_PARTIAL(N0, STORE_N0) \ 1506 (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); 1507 1508#define STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1509 STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1510 VSTORE_PARTIAL(N0, STORE_N0) \ 1511 (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); 1512 1513#define STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1514 STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1515 VSTORE_PARTIAL(N0, STORE_N0) \ 1516 (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); 1517 1518#define STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1519 STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1520 VSTORE_PARTIAL(N0, STORE_N0) \ 1521 (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); 1522 1523#define STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1524 STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1525 VSTORE_PARTIAL(N0, STORE_N0) \ 1526 (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); 1527 1528#define STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1529 STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1530 VSTORE_PARTIAL(N0, STORE_N0) \ 1531 (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); 1532 1533#define STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1534 STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1535 VSTORE_PARTIAL(N0, STORE_N0) \ 1536 (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); 1537 1538#define STORE_ROW_PARTIAL_16(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1539 STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1540 VSTORE_PARTIAL(N0, STORE_N0) \ 1541 (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); 1542 1543 1544 1545#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) 1546#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) 1547 1548#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) \ 1549 if(!(PARTIAL_COND_X) && !(PARTIAL_COND_Y)) \ 1550 { \ 1551 STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1552 } \ 1553 else if((PARTIAL_COND_Y) && !(PARTIAL_COND_X)) \ 1554 { \ 1555 STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1556 } \ 1557 else if(!(PARTIAL_COND_Y) && (PARTIAL_COND_X)) \ 1558 { \ 1559 STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1560 } \ 1561 else \ 1562 { \ 1563 STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1564 } 1565 1566#define STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X) \ 1567 if(!(PARTIAL_COND_X)) \ 1568 { \ 1569 STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1570 } \ 1571 else \ 1572 { \ 1573 STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1574 } 1575 1576#define STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y) \ 1577 if(!(PARTIAL_COND_Y)) \ 1578 { \ 1579 STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1580 } \ 1581 else \ 1582 { \ 1583 STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1584 } 1585 1586 1587#if defined(PARTIAL_STORE_M0) && defined(PARTIAL_STORE_N0) 1588 1589 1590#if PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 == 0 1591 1592#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) \ 1593 STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) 1594 1595#elif PARTIAL_STORE_M0 > 0 && PARTIAL_STORE_N0 == 0 1596 1597#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) \ 1598 STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y) 1599 1600#elif PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 > 0 1601 1602#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) \ 1603 STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X) 1604 1605#else 1606 1607#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) \ 1608 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) 1609 1610#endif 1611 1612#endif 1613 1614 1615#if defined(PARTIAL_STORE_M0) 1616 1617#define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \ 1618 ((uint)(max(0, (int)(y * M0) - (int)((M0 - PARTIAL_STORE_M0) % M0)))) 1619#else 1620#define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \ 1621 ((uint)(y * M0)) 1622#endif 1623 1624 1625 1626#define STORE_VECTOR_SELECT(basename, data_type, ptr, vec_size, leftover, cond) \ 1627 STORE_BLOCK_PARTIAL_IN_X(1, vec_size, data_type, basename, ptr, 0, 0, leftover, cond) 1628 1629 1630#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) 1631#pragma OPENCL EXTENSION cl_khr_fp16 : enable 1632#endif 1633 1634#if defined(ARM_COMPUTE_OPENCL_DOT8_ENABLED) && defined(cl_arm_integer_dot_product_int8) 1635#pragma OPENCL EXTENSION cl_arm_integer_dot_product_int8 : enable 1636#endif 1637 1638#if defined(ARM_COMPUTE_OPENCL_DOT8_ACC_ENABLED) && defined(cl_arm_integer_dot_product_accumulate_int8) 1639#pragma OPENCL EXTENSION cl_arm_integer_dot_product_accumulate_int8 : enable 1640#endif 1641 1642#if defined(ARM_COMPUTE_DEBUG_ENABLED) && defined(cl_arm_printf) 1643#pragma OPENCL EXTENSION cl_arm_printf : enable 1644#endif 1645 1646#define GPU_ARCH_MIDGARD 0x100 1647#define GPU_ARCH_BIFROST 0x200 1648#define GPU_ARCH_VALHALL 0x300 1649 1650 1651#define CONCAT(a, b) a##b 1652 1653 1654#define EXPAND(x) x 1655 1656 1657#define CLAMP(x, min_val, max_val) min(max(x, min_val), max_val) 1658 1659 1660#define REV1(x) ((x)) 1661#define REV2(x) ((x).s10) 1662#define REV3(x) ((x).s210) 1663#define REV4(x) ((x).s3210) 1664#define REV8(x) ((x).s76543210) 1665#define REV16(x) ((x).sFEDCBA9876543210) 1666 1667 1668 1669#define REVERSE_STR(x, s) REV##s((x)) 1670#define REVERSE(x, s) REVERSE_STR(x, s) 1671 1672 1673 1674#define ROT1_0(x) ((x)) 1675#define ROT1_1(x) ((x)) 1676 1677#define ROT2_0(x) ((x)) 1678#define ROT2_1(x) ((x).s10) 1679#define ROT2_2(x) ((x)) 1680 1681#define ROT3_0(x) ((x)) 1682#define ROT3_1(x) ((x).s201) 1683#define ROT3_2(x) ((x).s120) 1684#define ROT3_3(x) ((x)) 1685 1686#define ROT4_0(x) ((x)) 1687#define ROT4_1(x) ((x).s3012) 1688#define ROT4_2(x) ((x).s2301) 1689#define ROT4_3(x) ((x).s1230) 1690#define ROT4_4(x) ((x)) 1691 1692#define ROT8_0(x) ((x)) 1693#define ROT8_1(x) ((x).s70123456) 1694#define ROT8_2(x) ((x).s67012345) 1695#define ROT8_3(x) ((x).s56701234) 1696#define ROT8_4(x) ((x).s45670123) 1697#define ROT8_5(x) ((x).s34567012) 1698#define ROT8_6(x) ((x).s23456701) 1699#define ROT8_7(x) ((x).s12345670) 1700#define ROT8_8(x) ((x)) 1701 1702#define ROT16_0(x) ((x)) 1703#define ROT16_1(x) ((x).sF0123456789ABCDE) 1704#define ROT16_2(x) ((x).sEF0123456789ABCD) 1705#define ROT16_3(x) ((x).sDEF0123456789ABC) 1706#define ROT16_4(x) ((x).sCDEF0123456789AB) 1707#define ROT16_5(x) ((x).sBCDEF0123456789A) 1708#define ROT16_6(x) ((x).sABCDEF0123456789) 1709#define ROT16_7(x) ((x).s9ABCDEF012345678) 1710#define ROT16_8(x) ((x).s89ABCDEF01234567) 1711#define ROT16_9(x) ((x).s789ABCDEF0123456) 1712#define ROT16_10(x) ((x).s6789ABCDEF012345) 1713#define ROT16_11(x) ((x).s56789ABCDEF01234) 1714#define ROT16_12(x) ((x).s456789ABCDEF0123) 1715#define ROT16_13(x) ((x).s3456789ABCDEF012) 1716#define ROT16_14(x) ((x).s23456789ABCDEF01) 1717#define ROT16_15(x) ((x).s123456789ABCDEF0) 1718#define ROT16_16(x) ((x)) 1719 1720 1721 1722#define ROTATE_STR(x, s, n) ROT##s##_##n(x) 1723#define ROTATE(x, s, n) ROTATE_STR(x, s, n) 1724 1725 1726 1727#define V_OFFS1(dt) (dt##1)(0) 1728#define V_OFFS2(dt) (dt##2)(0, 1) 1729#define V_OFFS3(dt) (dt##3)(0, 1, 2) 1730#define V_OFFS4(dt) (dt##4)(0, 1, 2, 3) 1731#define V_OFFS8(dt) (dt##8)(0, 1, 2, 3, 4, 5, 6, 7) 1732#define V_OFFS16(dt) (dt##16)(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15) 1733 1734 1735 1736#define VEC_OFFS_STR(dt, s) V_OFFS##s(dt) 1737#define VEC_OFFS(dt, s) VEC_OFFS_STR(dt, s) 1738 1739 1740#define VLOAD_STR(size) vload##size 1741#define VLOAD(size) VLOAD_STR(size) 1742 1743 1744#define VLOAD_PARTIAL_STR(size, load_size) vload_partial_##size##_##load_size 1745#define VLOAD_PARTIAL(size, load_size) VLOAD_PARTIAL_STR(size, load_size) 1746 1747#define NO_LOAD(data, offs, ptr) \ 1748 { \ 1749 } 1750 1751 1752#define vload_partial_1_0 NO_LOAD 1753#define vload_partial_1_1 vload1 1754#define vload_partial_1_2 NO_LOAD 1755#define vload_partial_1_3 NO_LOAD 1756#define vload_partial_1_4 NO_LOAD 1757#define vload_partial_1_5 NO_LOAD 1758#define vload_partial_1_6 NO_LOAD 1759#define vload_partial_1_7 NO_LOAD 1760#define vload_partial_1_8 NO_LOAD 1761#define vload_partial_1_9 NO_LOAD 1762#define vload_partial_1_10 NO_LOAD 1763#define vload_partial_1_11 NO_LOAD 1764#define vload_partial_1_12 NO_LOAD 1765#define vload_partial_1_13 NO_LOAD 1766#define vload_partial_1_14 NO_LOAD 1767#define vload_partial_1_15 NO_LOAD 1768#define vload_partial_1_16 NO_LOAD 1769 1770#define vload_partial_2_0 NO_LOAD 1771#define vload_partial_2_1 vload_partial_1 1772#define vload_partial_2_2 vload_partial_2 1773#define vload_partial_2_3 NO_LOAD 1774#define vload_partial_2_4 NO_LOAD 1775#define vload_partial_2_5 NO_LOAD 1776#define vload_partial_2_6 NO_LOAD 1777#define vload_partial_2_7 NO_LOAD 1778#define vload_partial_2_8 NO_LOAD 1779#define vload_partial_2_9 NO_LOAD 1780#define vload_partial_2_10 NO_LOAD 1781#define vload_partial_2_11 NO_LOAD 1782#define vload_partial_2_12 NO_LOAD 1783#define vload_partial_2_13 NO_LOAD 1784#define vload_partial_2_14 NO_LOAD 1785#define vload_partial_2_15 NO_LOAD 1786#define vload_partial_2_16 NO_LOAD 1787 1788#define vload_partial_3_0 NO_LOAD 1789#define vload_partial_3_1 vload_partial_1 1790#define vload_partial_3_2 vload_partial_2 1791#define vload_partial_3_3 vload_partial_3 1792#define vload_partial_3_4 NO_LOAD 1793#define vload_partial_3_5 NO_LOAD 1794#define vload_partial_3_6 NO_LOAD 1795#define vload_partial_3_7 NO_LOAD 1796#define vload_partial_3_8 NO_LOAD 1797#define vload_partial_3_9 NO_LOAD 1798#define vload_partial_3_10 NO_LOAD 1799#define vload_partial_3_11 NO_LOAD 1800#define vload_partial_3_12 NO_LOAD 1801#define vload_partial_3_13 NO_LOAD 1802#define vload_partial_3_14 NO_LOAD 1803#define vload_partial_3_15 NO_LOAD 1804#define vload_partial_3_16 NO_LOAD 1805 1806#define vload_partial_4_0 NO_LOAD 1807#define vload_partial_4_1 vload_partial_1 1808#define vload_partial_4_2 vload_partial_2 1809#define vload_partial_4_3 vload_partial_3 1810#define vload_partial_4_4 vload_partial_4 1811#define vload_partial_4_5 NO_LOAD 1812#define vload_partial_4_6 NO_LOAD 1813#define vload_partial_4_7 NO_LOAD 1814#define vload_partial_4_8 NO_LOAD 1815#define vload_partial_4_9 NO_LOAD 1816#define vload_partial_4_10 NO_LOAD 1817#define vload_partial_4_11 NO_LOAD 1818#define vload_partial_4_12 NO_LOAD 1819#define vload_partial_4_13 NO_LOAD 1820#define vload_partial_4_14 NO_LOAD 1821#define vload_partial_4_15 NO_LOAD 1822#define vload_partial_4_16 NO_LOAD 1823 1824#define vload_partial_8_0 NO_LOAD 1825#define vload_partial_8_1 vload_partial_1 1826#define vload_partial_8_2 vload_partial_2 1827#define vload_partial_8_3 vload_partial_3 1828#define vload_partial_8_4 vload_partial_4 1829#define vload_partial_8_5 vload_partial_5 1830#define vload_partial_8_6 vload_partial_6 1831#define vload_partial_8_7 vload_partial_7 1832#define vload_partial_8_8 vload_partial_8 1833#define vload_partial_8_9 NO_LOAD 1834#define vload_partial_8_10 NO_LOAD 1835#define vload_partial_8_11 NO_LOAD 1836#define vload_partial_8_12 NO_LOAD 1837#define vload_partial_8_13 NO_LOAD 1838#define vload_partial_8_14 NO_LOAD 1839#define vload_partial_8_15 NO_LOAD 1840#define vload_partial_8_16 NO_LOAD 1841 1842#define vload_partial_16_0 NO_LOAD 1843#define vload_partial_16_1 vload_partial_1 1844#define vload_partial_16_2 vload_partial_2 1845#define vload_partial_16_3 vload_partial_3 1846#define vload_partial_16_4 vload_partial_4 1847#define vload_partial_16_5 vload_partial_5 1848#define vload_partial_16_6 vload_partial_6 1849#define vload_partial_16_7 vload_partial_7 1850#define vload_partial_16_8 vload_partial_8 1851#define vload_partial_16_9 vload_partial_9 1852#define vload_partial_16_10 vload_partial_10 1853#define vload_partial_16_11 vload_partial_11 1854#define vload_partial_16_12 vload_partial_12 1855#define vload_partial_16_13 vload_partial_13 1856#define vload_partial_16_14 vload_partial_14 1857#define vload_partial_16_15 vload_partial_15 1858#define vload_partial_16_16 vload_partial_16 1859 1860 1861#define vload_partial_1(DATA, OFFSET, PTR) \ 1862 DATA.s0 = vload1(OFFSET, PTR); 1863 1864#define vload_partial_2(DATA, OFFSET, PTR) \ 1865 DATA.s01 = vload2(OFFSET, PTR); 1866 1867#define vload_partial_3(DATA, OFFSET, PTR) \ 1868 DATA.s012 = vload3(OFFSET, PTR); 1869 1870#define vload_partial_4(DATA, OFFSET, PTR) \ 1871 DATA.s0123 = vload4(OFFSET, PTR); 1872 1873#define vload_partial_5(DATA, OFFSET, PTR) \ 1874 vload_partial_4(DATA.s0123, OFFSET, PTR); \ 1875 DATA.s4 = vload1(OFFSET, PTR + 4); 1876 1877#define vload_partial_6(DATA, OFFSET, PTR) \ 1878 vload_partial_4(DATA.s0123, OFFSET, PTR); \ 1879 vload_partial_2(DATA.s45, OFFSET, PTR + 4); 1880 1881#define vload_partial_7(DATA, OFFSET, PTR) \ 1882 vload_partial_4(DATA.s0123, OFFSET, PTR); \ 1883 vload_partial_3(DATA.s456, OFFSET, PTR + 4); 1884 1885#define vload_partial_8(DATA, OFFSET, PTR) \ 1886 DATA.s01234567 = vload8(OFFSET, PTR); 1887 1888#define vload_partial_9(DATA, OFFSET, PTR) \ 1889 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1890 DATA.s8 = vload1(OFFSET, PTR + 8); 1891 1892#define vload_partial_10(DATA, OFFSET, PTR) \ 1893 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1894 vload_partial_2(DATA.s89, OFFSET, PTR + 8); 1895 1896#define vload_partial_11(DATA, OFFSET, PTR) \ 1897 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1898 vload_partial_3(DATA.s89A, OFFSET, PTR + 8); 1899 1900#define vload_partial_12(DATA, OFFSET, PTR) \ 1901 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1902 vload_partial_4(DATA.s89AB, OFFSET, PTR + 8); 1903 1904#define vload_partial_13(DATA, OFFSET, PTR) \ 1905 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1906 vload_partial_5(DATA.s89ABCDEF, OFFSET, PTR + 8); 1907 1908#define vload_partial_14(DATA, OFFSET, PTR) \ 1909 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1910 vload_partial_6(DATA.s89ABCDEF, OFFSET, PTR + 8); 1911 1912#define vload_partial_15(DATA, OFFSET, PTR) \ 1913 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1914 vload_partial_7(DATA.s89ABCDEF, OFFSET, PTR + 8); 1915 1916#define vload_partial_16(DATA, OFFSET, PTR) \ 1917 DATA = vload16(OFFSET, PTR); 1918 1919 1920 1921#define PIXEL_UNIT4 1 1922#define PIXEL_UNIT8 2 1923#define PIXEL_UNIT16 4 1924 1925 1926#define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size) PIXEL_UNIT##vec_size 1927#define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT(vec_size) CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size) 1928 1929 1930#define read_image2d_floatx1(img, x_coord, y_coord) (float4)(read_imagef(img, (int2)(x_coord, y_coord))); 1931#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))); 1932#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))); 1933 1934#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) 1935#define read_image2d_halfx1(img, x_coord, y_coord) (half4)(read_imageh(img, (int2)(x_coord, y_coord))); 1936#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))); 1937#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))); 1938#endif 1939 1940#define write_image2d_floatx1(img, x_coord, y_coord, values) (write_imagef(img, (int2)(x_coord, y_coord), values)); 1941#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)); 1942#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)); 1943 1944#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) 1945#define write_image2d_halfx1(img, x_coord, y_coord, values) (write_imageh(img, (int2)(x_coord, y_coord), values)); 1946#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)); 1947#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)); 1948#endif 1949 1950 1951#define READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord) read_image2d_##data_type##x##n0(img, x_coord, y_coord) 1952#define READ_IMAGE2D(data_type, n0, img, x_coord, y_coord) READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord) 1953 1954 1955#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) 1956#define WRITE_IMAGE2D(data_type, n0, img, x_coord, y_coord, values) WRITE_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord, values) 1957 1958#define VSTORE_STR(size) vstore##size 1959#define VSTORE(size) VSTORE_STR(size) 1960 1961#define float1 float 1962#define half1 half 1963#define char1 char 1964#define uchar1 uchar 1965#define short1 short 1966#define ushort1 ushort 1967#define int1 int 1968#define uint1 uint 1969#define long1 long 1970#define ulong1 ulong 1971#define double1 double 1972 1973#define vload1(OFFSET, PTR) *(OFFSET + PTR) 1974#define vstore1(DATA, OFFSET, PTR) *(OFFSET + PTR) = DATA 1975 1976 1977#define VSTORE_PARTIAL_STR(size, store_size) vstore_partial_##size##_##store_size 1978#define VSTORE_PARTIAL(size, store_size) VSTORE_PARTIAL_STR(size, store_size) 1979 1980#define NO_STORE(data, offs, ptr) \ 1981 { \ 1982 } 1983 1984 1985#define vstore_partial_1_0 NO_STORE 1986#define vstore_partial_1_1 vstore1 1987#define vstore_partial_1_2 NO_STORE 1988#define vstore_partial_1_3 NO_STORE 1989#define vstore_partial_1_4 NO_STORE 1990#define vstore_partial_1_5 NO_STORE 1991#define vstore_partial_1_6 NO_STORE 1992#define vstore_partial_1_7 NO_STORE 1993#define vstore_partial_1_8 NO_STORE 1994#define vstore_partial_1_9 NO_STORE 1995#define vstore_partial_1_10 NO_STORE 1996#define vstore_partial_1_11 NO_STORE 1997#define vstore_partial_1_12 NO_STORE 1998#define vstore_partial_1_13 NO_STORE 1999#define vstore_partial_1_14 NO_STORE 2000#define vstore_partial_1_15 NO_STORE 2001#define vstore_partial_1_16 NO_STORE 2002 2003#define vstore_partial_2_0 NO_STORE 2004#define vstore_partial_2_1 vstore_partial_1 2005#define vstore_partial_2_2 vstore_partial_2 2006#define vstore_partial_2_3 NO_STORE 2007#define vstore_partial_2_4 NO_STORE 2008#define vstore_partial_2_5 NO_STORE 2009#define vstore_partial_2_6 NO_STORE 2010#define vstore_partial_2_7 NO_STORE 2011#define vstore_partial_2_8 NO_STORE 2012#define vstore_partial_2_9 NO_STORE 2013#define vstore_partial_2_10 NO_STORE 2014#define vstore_partial_2_11 NO_STORE 2015#define vstore_partial_2_12 NO_STORE 2016#define vstore_partial_2_13 NO_STORE 2017#define vstore_partial_2_14 NO_STORE 2018#define vstore_partial_2_15 NO_STORE 2019#define vstore_partial_2_16 NO_STORE 2020 2021#define vstore_partial_3_0 NO_STORE 2022#define vstore_partial_3_1 vstore_partial_1 2023#define vstore_partial_3_2 vstore_partial_2 2024#define vstore_partial_3_3 vstore_partial_3 2025#define vstore_partial_3_4 NO_STORE 2026#define vstore_partial_3_5 NO_STORE 2027#define vstore_partial_3_6 NO_STORE 2028#define vstore_partial_3_7 NO_STORE 2029#define vstore_partial_3_8 NO_STORE 2030#define vstore_partial_3_9 NO_STORE 2031#define vstore_partial_3_10 NO_STORE 2032#define vstore_partial_3_11 NO_STORE 2033#define vstore_partial_3_12 NO_STORE 2034#define vstore_partial_3_13 NO_STORE 2035#define vstore_partial_3_14 NO_STORE 2036#define vstore_partial_3_15 NO_STORE 2037#define vstore_partial_3_16 NO_STORE 2038 2039#define vstore_partial_4_0 NO_STORE 2040#define vstore_partial_4_1 vstore_partial_1 2041#define vstore_partial_4_2 vstore_partial_2 2042#define vstore_partial_4_3 vstore_partial_3 2043#define vstore_partial_4_4 vstore_partial_4 2044#define vstore_partial_4_5 NO_STORE 2045#define vstore_partial_4_6 NO_STORE 2046#define vstore_partial_4_7 NO_STORE 2047#define vstore_partial_4_8 NO_STORE 2048#define vstore_partial_4_9 NO_STORE 2049#define vstore_partial_4_10 NO_STORE 2050#define vstore_partial_4_11 NO_STORE 2051#define vstore_partial_4_12 NO_STORE 2052#define vstore_partial_4_13 NO_STORE 2053#define vstore_partial_4_14 NO_STORE 2054#define vstore_partial_4_15 NO_STORE 2055#define vstore_partial_4_16 NO_STORE 2056 2057#define vstore_partial_8_0 NO_STORE 2058#define vstore_partial_8_1 vstore_partial_1 2059#define vstore_partial_8_2 vstore_partial_2 2060#define vstore_partial_8_3 vstore_partial_3 2061#define vstore_partial_8_4 vstore_partial_4 2062#define vstore_partial_8_5 vstore_partial_5 2063#define vstore_partial_8_6 vstore_partial_6 2064#define vstore_partial_8_7 vstore_partial_7 2065#define vstore_partial_8_8 vstore_partial_8 2066#define vstore_partial_8_9 NO_STORE 2067#define vstore_partial_8_10 NO_STORE 2068#define vstore_partial_8_11 NO_STORE 2069#define vstore_partial_8_12 NO_STORE 2070#define vstore_partial_8_13 NO_STORE 2071#define vstore_partial_8_14 NO_STORE 2072#define vstore_partial_8_15 NO_STORE 2073#define vstore_partial_8_16 NO_STORE 2074 2075#define vstore_partial_16_0 NO_STORE 2076#define vstore_partial_16_1 vstore_partial_1 2077#define vstore_partial_16_2 vstore_partial_2 2078#define vstore_partial_16_3 vstore_partial_3 2079#define vstore_partial_16_4 vstore_partial_4 2080#define vstore_partial_16_5 vstore_partial_5 2081#define vstore_partial_16_6 vstore_partial_6 2082#define vstore_partial_16_7 vstore_partial_7 2083#define vstore_partial_16_8 vstore_partial_8 2084#define vstore_partial_16_9 vstore_partial_9 2085#define vstore_partial_16_10 vstore_partial_10 2086#define vstore_partial_16_11 vstore_partial_11 2087#define vstore_partial_16_12 vstore_partial_12 2088#define vstore_partial_16_13 vstore_partial_13 2089#define vstore_partial_16_14 vstore_partial_14 2090#define vstore_partial_16_15 vstore_partial_15 2091#define vstore_partial_16_16 vstore_partial_16 2092 2093 2094#define vstore_partial_1(DATA, OFFSET, PTR) \ 2095 vstore1(DATA.s0, OFFSET, PTR); 2096 2097#define vstore_partial_2(DATA, OFFSET, PTR) \ 2098 vstore2(DATA.s01, OFFSET, PTR); 2099 2100#define vstore_partial_3(DATA, OFFSET, PTR) \ 2101 vstore3(DATA.s012, OFFSET, PTR); 2102 2103#define vstore_partial_4(DATA, OFFSET, PTR) \ 2104 vstore4(DATA.s0123, OFFSET, PTR); 2105 2106#define vstore_partial_5(DATA, OFFSET, PTR) \ 2107 vstore_partial_4(DATA.s0123, OFFSET, PTR); \ 2108 vstore1(DATA.s4, OFFSET, PTR + 4); 2109 2110#define vstore_partial_6(DATA, OFFSET, PTR) \ 2111 vstore_partial_4(DATA.s0123, OFFSET, PTR); \ 2112 vstore_partial_2(DATA.s45, OFFSET, PTR + 4); 2113 2114#define vstore_partial_7(DATA, OFFSET, PTR) \ 2115 vstore_partial_4(DATA.s0123, OFFSET, PTR); \ 2116 vstore_partial_3(DATA.s456, OFFSET, PTR + 4); 2117 2118#define vstore_partial_8(DATA, OFFSET, PTR) \ 2119 vstore8(DATA.s01234567, OFFSET, PTR); 2120 2121#define vstore_partial_9(DATA, OFFSET, PTR) \ 2122 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2123 vstore1(DATA.s8, OFFSET, PTR + 8); 2124 2125#define vstore_partial_10(DATA, OFFSET, PTR) \ 2126 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2127 vstore_partial_2(DATA.s89, OFFSET, PTR + 8); 2128 2129#define vstore_partial_11(DATA, OFFSET, PTR) \ 2130 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2131 vstore_partial_3(DATA.s89a, OFFSET, PTR + 8); 2132 2133#define vstore_partial_12(DATA, OFFSET, PTR) \ 2134 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2135 vstore_partial_4(DATA.s89ab, OFFSET, PTR + 8); 2136 2137#define vstore_partial_13(DATA, OFFSET, PTR) \ 2138 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2139 vstore_partial_5(DATA.s89abcdef, OFFSET, PTR + 8); 2140 2141#define vstore_partial_14(DATA, OFFSET, PTR) \ 2142 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2143 vstore_partial_6(DATA.s89abcdef, OFFSET, PTR + 8); 2144 2145#define vstore_partial_15(DATA, OFFSET, PTR) \ 2146 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2147 vstore_partial_7(DATA.s89abcdef, OFFSET, PTR + 8); 2148 2149#define vstore_partial_16(DATA, OFFSET, PTR) \ 2150 vstore16(DATA, OFFSET, PTR); 2151 2152 2153 2154 2155 2156#define convert_float_sat convert_float 2157#define convert_float1_sat convert_float 2158#define convert_float2_sat convert_float2 2159#define convert_float3_sat convert_float3 2160#define convert_float4_sat convert_float4 2161#define convert_float8_sat convert_float8 2162#define convert_float16_sat convert_float16 2163#define convert_half_sat convert_float 2164#define convert_half1_sat convert_half 2165#define convert_half2_sat convert_half2 2166#define convert_half3_sat convert_half3 2167#define convert_half4_sat convert_half4 2168#define convert_half8_sat convert_half8 2169#define convert_half16_sat convert_half16 2170 2171#define convert_float1 convert_float 2172#define convert_half1 convert_half 2173#define convert_char1 convert_char 2174#define convert_uchar1 convert_uchar 2175#define convert_short1 convert_short 2176#define convert_ushort1 convert_ushort 2177#define convert_int1 convert_int 2178#define convert_uint1 convert_uint 2179#define convert_long1 convert_long 2180#define convert_ulong1 convert_ulong 2181#define convert_double1 convert_double 2182 2183#define convert_char1_sat convert_char_sat 2184#define convert_uchar1_sat convert_uchar_sat 2185#define convert_uchar2_sat convert_uchar2_sat 2186#define convert_uchar3_sat convert_uchar3_sat 2187#define convert_uchar4_sat convert_uchar4_sat 2188#define convert_uchar8_sat convert_uchar8_sat 2189#define convert_uchar16_sat convert_uchar16_sat 2190#define convert_short1_sat convert_short_sat 2191#define convert_ushort1_sat convert_ushort_sat 2192#define convert_int1_sat convert_int_sat 2193#define convert_uint1_sat convert_uint_sat 2194#define convert_long1_sat convert_long_sat 2195#define convert_ulong1_sat convert_ulong_sat 2196#define convert_double1_sat convert_double_sat 2197 2198#define VEC_DATA_TYPE_STR(type, size) type##size 2199#define VEC_DATA_TYPE(type, size) VEC_DATA_TYPE_STR(type, size) 2200 2201#define CONVERT_STR(x, type) (convert_##type((x))) 2202#define CONVERT(x, type) CONVERT_STR(x, type) 2203 2204#define CONVERT_SAT_STR(x, type) (convert_##type##_sat((x))) 2205#define CONVERT_SAT(x, type) CONVERT_SAT_STR(x, type) 2206 2207#define CONVERT_SAT_ROUND_STR(x, type, round) (convert_##type##_sat_##round((x))) 2208#define CONVERT_SAT_ROUND(x, type, round) CONVERT_SAT_ROUND_STR(x, type, round) 2209 2210#define select_vec_dt_uchar(size) uchar##size 2211#define select_vec_dt_char(size) char##size 2212#define select_vec_dt_ushort(size) ushort##size 2213#define select_vec_dt_short(size) short##size 2214#define select_vec_dt_half(size) short##size 2215#define select_vec_dt_uint(size) uint##size 2216#define select_vec_dt_int(size) int##size 2217#define select_vec_dt_float(size) int##size 2218#define select_vec_dt_ulong(size) ulong##size 2219#define select_vec_dt_long(size) long##size 2220 2221#define SELECT_VEC_DATA_TYPE_STR(type, size) select_vec_dt_##type(size) 2222#define SELECT_VEC_DATA_TYPE(type, size) SELECT_VEC_DATA_TYPE_STR(type, size) 2223#define SELECT_DATA_TYPE(type) SELECT_VEC_DATA_TYPE_STR(type, 1) 2224 2225#define signed_int_vec_dt_uchar(size) char##size 2226#define signed_int_vec_dt_char(size) char##size 2227#define signed_int_vec_dt_ushort(size) short##size 2228#define signed_int_vec_dt_short(size) short##size 2229#define signed_int_vec_dt_half(size) short##size 2230#define signed_int_vec_dt_uint(size) int##size 2231#define signed_int_vec_dt_int(size) int##size 2232#define signed_int_vec_dt_float(size) int##size 2233#define signed_int_vec_dt_ulong(size) long##size 2234#define signed_int_vec_dt_long(size) long##size 2235 2236#define SIGNED_INT_VEC_DATA_TYPE_STR(type, size) signed_int_vec_dt_##type(size) 2237#define SIGNED_INT_VEC_DATA_TYPE(type, size) SIGNED_INT_VEC_DATA_TYPE_STR(type, size) 2238#define SIGNED_INT_DATA_TYPE(type) SIGNED_INT_VEC_DATA_TYPE_STR(type, 1) 2239 2240#define sum_reduce_1(x) (x) 2241#define sum_reduce_2(x) ((x).s0) + ((x).s1) 2242#define sum_reduce_3(x) sum_reduce_2((x).s01) + ((x).s2) 2243#define sum_reduce_4(x) sum_reduce_2((x).s01) + sum_reduce_2((x).s23) 2244#define sum_reduce_8(x) sum_reduce_4((x).s0123) + sum_reduce_4((x).s4567) 2245#define sum_reduce_16(x) sum_reduce_8((x).s01234567) + sum_reduce_8((x).s89ABCDEF) 2246 2247#define SUM_REDUCE_STR(x, size) sum_reduce_##size(x) 2248#define SUM_REDUCE(x, size) SUM_REDUCE_STR(x, size) 2249 2250#define prod_reduce_1(x) (x) 2251#define prod_reduce_2(x) ((x).s0) * ((x).s1) 2252#define prod_reduce_3(x) prod_reduce_2((x).s01) * ((x).s2) 2253#define prod_reduce_4(x) prod_reduce_2((x).s01) * prod_reduce_2((x).s23) 2254#define prod_reduce_8(x) prod_reduce_4((x).s0123) * prod_reduce_4((x).s4567) 2255#define prod_reduce_16(x) prod_reduce_8((x).s01234567) * prod_reduce_8((x).s89ABCDEF) 2256 2257#define PROD_REDUCE_STR(x, size) prod_reduce_##size(x) 2258#define PROD_REDUCE(x, size) PROD_REDUCE_STR(x, size) 2259 2260#define max_reduce_1(x) (x) 2261#define max_reduce_2(x) max(((x).s0), ((x).s1)) 2262#define max_reduce_3(x) max(max_reduce_2((x).s01), ((x).s2)) 2263#define max_reduce_4(x) max(max_reduce_2((x).s01), max_reduce_2((x).s23)) 2264#define max_reduce_8(x) max(max_reduce_4((x).s0123), max_reduce_4((x).s4567)) 2265#define max_reduce_16(x) max(max_reduce_8((x).s01234567), max_reduce_8((x).s89ABCDEF)) 2266 2267#define MAX_REDUCE_STR(x, size) max_reduce_##size(x) 2268#define MAX_REDUCE(x, size) MAX_REDUCE_STR(x, size) 2269 2270#define VECTOR_DECLARATION(name) \ 2271 __global uchar *name##_ptr, \ 2272 uint name##_stride_x, \ 2273 uint name##_step_x, \ 2274 uint name##_offset_first_element_in_bytes 2275 2276#define IMAGE_DECLARATION(name) \ 2277 __global uchar *name##_ptr, \ 2278 uint name##_stride_x, \ 2279 uint name##_step_x, \ 2280 uint name##_stride_y, \ 2281 uint name##_step_y, \ 2282 uint name##_offset_first_element_in_bytes 2283 2284#define TENSOR3D_DECLARATION(name) \ 2285 __global uchar *name##_ptr, \ 2286 uint name##_stride_x, \ 2287 uint name##_step_x, \ 2288 uint name##_stride_y, \ 2289 uint name##_step_y, \ 2290 uint name##_stride_z, \ 2291 uint name##_step_z, \ 2292 uint name##_offset_first_element_in_bytes 2293 2294#define TENSOR4D_DECLARATION(name) \ 2295 __global uchar *name##_ptr, \ 2296 uint name##_stride_x, \ 2297 uint name##_step_x, \ 2298 uint name##_stride_y, \ 2299 uint name##_step_y, \ 2300 uint name##_stride_z, \ 2301 uint name##_step_z, \ 2302 uint name##_stride_w, \ 2303 uint name##_step_w, \ 2304 uint name##_offset_first_element_in_bytes 2305 2306#define TENSOR5D_DECLARATION(name) \ 2307 __global uchar *name##_ptr, \ 2308 uint name##_stride_x, \ 2309 uint name##_step_x, \ 2310 uint name##_stride_y, \ 2311 uint name##_step_y, \ 2312 uint name##_stride_z, \ 2313 uint name##_step_z, \ 2314 uint name##_stride_w, \ 2315 uint name##_step_w, \ 2316 uint name##_stride_v, \ 2317 uint name##_step_v, \ 2318 uint name##_offset_first_element_in_bytes 2319 2320#define CONVERT_TO_VECTOR_STRUCT(name) \ 2321 update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x) 2322 2323#define CONVERT_TO_VECTOR_STRUCT_NO_STEP(name) \ 2324 update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0) 2325 2326#define CONVERT_TO_IMAGE_STRUCT(name) \ 2327 update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y) 2328 2329#define CONVERT_TO_IMAGE_STRUCT_NO_STEP(name) \ 2330 update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0) 2331 2332#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \ 2333 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) 2334 2335#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT_NO_STEP(name) \ 2336 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) 2337 2338#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \ 2339 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) 2340 2341#define CONVERT_TO_TENSOR3D_STRUCT(name) \ 2342 update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ 2343 name##_stride_z, name##_step_z) 2344 2345#define CONVERT_TO_TENSOR3D_STRUCT_NO_STEP(name) \ 2346 update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0, name##_stride_z, 0) 2347 2348#define CONVERT_TO_TENSOR4D_STRUCT(name, mod_size) \ 2349 update_tensor4D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ 2350 name##_stride_z, name##_step_z, name##_stride_w, name##_step_w, mod_size) 2351 2352#define CONVERT_TO_TENSOR4D_STRUCT_NO_STEP(name, mod_size) \ 2353 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) 2354 2355#define CONVERT_TO_TENSOR3D_STRUCT_NO_UPDATE_PTR(name) \ 2356 tensor3D_ptr_no_update(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ 2357 name##_stride_z, name##_step_z) 2358 2359 2360typedef struct Vector 2361{ 2362 __global uchar *ptr; 2363 int offset_first_element_in_bytes; 2364 int stride_x; 2365} Vector; 2366 2367 2368typedef struct Image 2369{ 2370 __global uchar *ptr; 2371 int offset_first_element_in_bytes; 2372 int stride_x; 2373 int stride_y; 2374} Image; 2375 2376 2377typedef struct Tensor3D 2378{ 2379 __global uchar *ptr; 2380 int offset_first_element_in_bytes; 2381 int stride_x; 2382 int stride_y; 2383 int stride_z; 2384} Tensor3D; 2385 2386 2387typedef struct Tensor4D 2388{ 2389 __global uchar *ptr; 2390 int offset_first_element_in_bytes; 2391 int stride_x; 2392 int stride_y; 2393 int stride_z; 2394 int stride_w; 2395} Tensor4D; 2396 2397 2398inline Vector update_vector_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x) 2399{ 2400 Vector vector = 2401 { 2402 .ptr = ptr, 2403 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2404 .stride_x = stride_x, 2405 }; 2406 vector.ptr += vector.offset_first_element_in_bytes + get_global_id(0) * step_x; 2407 return vector; 2408} 2409 2410 2411inline 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) 2412{ 2413 Image img = 2414 { 2415 .ptr = ptr, 2416 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2417 .stride_x = stride_x, 2418 .stride_y = stride_y 2419 }; 2420 img.ptr += img.offset_first_element_in_bytes + get_global_id(0) * step_x + get_global_id(1) * step_y; 2421 return img; 2422} 2423 2424 2425inline 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) 2426{ 2427 Image img = 2428 { 2429 .ptr = ptr, 2430 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2431 .stride_x = stride_x, 2432 .stride_y = stride_y 2433 }; 2434 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; 2435 return img; 2436} 2437 2438 2439inline 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) 2440{ 2441 Tensor3D tensor = 2442 { 2443 .ptr = ptr, 2444 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2445 .stride_x = stride_x, 2446 .stride_y = stride_y, 2447 .stride_z = stride_z 2448 }; 2449 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; 2450 return tensor; 2451} 2452 2453 2454inline 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) 2455{ 2456 Tensor3D tensor = 2457 { 2458 .ptr = ptr, 2459 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2460 .stride_x = stride_x, 2461 .stride_y = stride_y, 2462 .stride_z = stride_z 2463 }; 2464 return tensor; 2465} 2466 2467inline 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, 2468 uint step_w, 2469 uint mod_size) 2470{ 2471 Tensor4D tensor = 2472 { 2473 .ptr = ptr, 2474 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2475 .stride_x = stride_x, 2476 .stride_y = stride_y, 2477 .stride_z = stride_z, 2478 .stride_w = stride_w 2479 }; 2480 2481 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; 2482 return tensor; 2483} 2484 2485 2486inline __global const uchar *vector_offset(const Vector *vec, int x) 2487{ 2488 return vec->ptr + x * vec->stride_x; 2489} 2490 2491 2492inline __global uchar *offset(const Image *img, int x, int y) 2493{ 2494 return img->ptr + x * img->stride_x + y * img->stride_y; 2495} 2496 2497 2498inline __global const uchar *tensor3D_offset(const Tensor3D *tensor, int x, int y, int z) 2499{ 2500 return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z; 2501} 2502 2503 2504inline __global const uchar *tensor4D_offset(const Tensor4D *tensor, int x, int y, int z, int w) 2505{ 2506 return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + w * tensor->stride_w; 2507} 2508 2509 2510inline __global const uchar *tensor3D_index2ptr(const Tensor3D *tensor, uint width, uint height, uint depth, uint index) 2511{ 2512 uint num_elements = width * height; 2513 2514 const uint z = index / num_elements; 2515 2516 index %= num_elements; 2517 2518 const uint y = index / width; 2519 2520 index %= width; 2521 2522 const uint x = index; 2523 2524 return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + tensor->offset_first_element_in_bytes; 2525} 2526 2527#endif 2528 2529#if GPU_ARCH == GPU_ARCH_BIFROST 2530#define MLA(a, b, c) (fma(c, b, a)) 2531#else 2532#define MLA(a, b, c) ((b) * (c) + (a)) 2533#endif 2534 2535 2536#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)) 2537 2538 2539#define logistic_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) ((DATA_TYPE)1.0 / ((DATA_TYPE)1.0 + exp(-x))) 2540 2541 2542#define tanh_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) ((DATA_TYPE)A_VAL * tanh((DATA_TYPE)B_VAL * x)) 2543 2544 2545#define relu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (max((DATA_TYPE)0.0, x)) 2546 2547 2548#define brelu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (min((DATA_TYPE)A_VAL, max((DATA_TYPE)0.0, x))) 2549 2550 2551#define lu_brelu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (min(max(x, (DATA_TYPE)B_VAL), (DATA_TYPE)A_VAL)) 2552 2553 2554#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)) 2555 2556 2557#define srelu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (log((DATA_TYPE)1.0 + exp(x))) 2558 2559 2560#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))) 2561 2562 2563#define abs_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (fabs(x)) 2564 2565 2566#define square_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (x * x) 2567 2568 2569#define sqrt_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (sqrt(x)) 2570 2571 2572#define linear_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (MLA((DATA_TYPE)B_VAL, (DATA_TYPE)A_VAL, x)) 2573 2574 2575#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))) 2576 2577 2578#define identity_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (x) 2579 2580#define ACT_OP(op, DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) op##_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) 2581 2582#define ACTIVATION(op, DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) ACT_OP(op, DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) 2583#endif 2584 2585 2586__kernel void OP_FUN_NAME(OP)( 2587 TENSOR3D_DECLARATION(in1), 2588 TENSOR3D_DECLARATION(in2) 2589#if !defined(IN_PLACE) 2590 , 2591 TENSOR3D_DECLARATION(out) 2592#endif 2593) 2594{ 2595#if VEC_SIZE_IN1 == 1 2596 uint in1_x_offs = 0; 2597#else 2598 uint in1_x_offs = max((int)(get_global_id(0) * VEC_SIZE_IN1 - (VEC_SIZE_IN1 - VEC_SIZE_LEFTOVER) % VEC_SIZE_IN1), 0); 2599#endif 2600#if VEC_SIZE_IN2 == 1 2601 uint in2_x_offs = 0; 2602#else 2603 uint in2_x_offs = max((int)(get_global_id(0) * VEC_SIZE_IN2 - (VEC_SIZE_IN2 - VEC_SIZE_LEFTOVER) % VEC_SIZE_IN2), 0); 2604#endif 2605#if !defined(IN_PLACE) 2606 uint out_x_offs = max((int)(get_global_id(0) * VEC_SIZE_OUT - (VEC_SIZE_OUT - VEC_SIZE_LEFTOVER) % VEC_SIZE_OUT), 0); 2607#endif 2608 2609 2610 __global uchar *in1_addr = in1_ptr + in1_offset_first_element_in_bytes + in1_x_offs * sizeof(DATA_TYPE) + get_global_id(1) * in1_step_y + get_global_id(2) * in1_step_z; 2611 __global uchar *in2_addr = in2_ptr + in2_offset_first_element_in_bytes + in2_x_offs * sizeof(DATA_TYPE) + get_global_id(1) * in2_step_y + get_global_id(2) * in2_step_z; 2612 __global uchar * 2613#if !defined(IN_PLACE) 2614 out_addr = out_ptr + out_offset_first_element_in_bytes + out_x_offs * sizeof(DATA_TYPE) + get_global_id(1) * out_step_y + get_global_id(2) * out_step_z; 2615#else 2616#if defined(SRC1_IN_PLACE) 2617 out_addr = in1_addr; 2618#else 2619 out_addr = in2_addr; 2620#endif 2621#endif 2622 2623 2624 VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT) 2625 in_a = CONVERT((VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT))(VLOAD(VEC_SIZE_IN1)(0, (__global DATA_TYPE *)in1_addr)), VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT)); 2626 VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT) 2627 in_b = CONVERT((VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT))(VLOAD(VEC_SIZE_IN2)(0, (__global DATA_TYPE *)in2_addr)), VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT)); 2628 2629 2630 VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE_OUT) 2631 res0 = OP(in_a, in_b); 2632#if defined(ACTIVATION_TYPE) 2633 res0 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE_OUT, res0, A_VAL, B_VAL); 2634#endif 2635 2636 STORE_VECTOR_SELECT(res, DATA_TYPE, out_addr, VEC_SIZE_OUT, VEC_SIZE_LEFTOVER, VEC_SIZE_LEFTOVER != 0 && get_global_id(0) == 0) 2637} 2638#endif )"