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#ifdef SATURATE 1248#define CONVERT_OP_FLOAT_STR(x, type, round) (convert_##type##_sat##round(x)) 1249#else 1250#define CONVERT_OP_FLOAT_STR(x, type, round) (convert_##type##round(x)) 1251#endif 1252#define CONVERT_OP_FLOAT(x, type, round) CONVERT_OP_FLOAT_STR(x, type, round) 1253 1254#if defined(DATA_TYPE_IN1) && defined(DATA_TYPE_IN2) && defined(ACC_DATA_TYPE) && defined(DATA_TYPE_OUT) 1255 1256#if defined(ACTIVATION_TYPE) 1257 1258 1259 1260#ifndef ARM_COMPUTE_HELPER_H 1261#define ARM_COMPUTE_HELPER_H 1262 1263 1264 1265 1266#define STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1267 VSTORE(N0) \ 1268 (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); 1269 1270#define STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1271 STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1272 VSTORE(N0) \ 1273 (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); 1274 1275#define STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1276 STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1277 VSTORE(N0) \ 1278 (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); 1279 1280#define STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1281 STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1282 VSTORE(N0) \ 1283 (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); 1284 1285#define STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1286 STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1287 VSTORE(N0) \ 1288 (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); 1289 1290#define STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1291 STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1292 VSTORE(N0) \ 1293 (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); 1294 1295#define STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1296 STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1297 VSTORE(N0) \ 1298 (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); 1299 1300#define STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1301 STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1302 VSTORE(N0) \ 1303 (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); 1304 1305#define STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1306 STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1307 VSTORE(N0) \ 1308 (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); 1309 1310#define STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1311 STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1312 VSTORE(N0) \ 1313 (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); 1314 1315#define STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1316 STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1317 VSTORE(N0) \ 1318 (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); 1319 1320#define STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1321 STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1322 VSTORE(N0) \ 1323 (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); 1324 1325#define STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1326 STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1327 VSTORE(N0) \ 1328 (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); 1329 1330#define STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1331 STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1332 VSTORE(N0) \ 1333 (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); 1334 1335#define STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1336 STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1337 VSTORE(N0) \ 1338 (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); 1339 1340#define STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1341 STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1342 VSTORE(N0) \ 1343 (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); 1344 1345 1346 1347#define CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1348 VSTORE(N0) \ 1349 (CONVERT_SAT((BASENAME##0), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); 1350 1351#define CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1352 CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1353 VSTORE(N0) \ 1354 (CONVERT_SAT((BASENAME##1), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); 1355 1356#define CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1357 CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1358 VSTORE(N0) \ 1359 (CONVERT_SAT((BASENAME##2), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); 1360 1361#define CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1362 CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1363 VSTORE(N0) \ 1364 (CONVERT_SAT((BASENAME##3), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); 1365 1366#define CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1367 CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1368 VSTORE(N0) \ 1369 (CONVERT_SAT((BASENAME##4), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); 1370 1371#define CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1372 CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1373 VSTORE(N0) \ 1374 (CONVERT_SAT((BASENAME##5), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); 1375 1376#define CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1377 CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1378 VSTORE(N0) \ 1379 (CONVERT_SAT((BASENAME##6), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); 1380 1381#define CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1382 CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1383 VSTORE(N0) \ 1384 (CONVERT_SAT((BASENAME##7), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); 1385 1386#define CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1387 CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1388 VSTORE(N0) \ 1389 (CONVERT_SAT((BASENAME##8), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); 1390 1391#define CONVERT_STORE_ROW_10(N0, DATA, BASENAME, PTR, STRIDE_Y, Z) \ 1392 CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1393 VSTORE(N0) \ 1394 (CONVERT_SAT((BASENAME##9), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); 1395 1396#define CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1397 CONVERT_STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1398 VSTORE(N0) \ 1399 (CONVERT_SAT((BASENAME##A), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); 1400 1401#define CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1402 CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1403 VSTORE(N0) \ 1404 (CONVERT_SAT((BASENAME##B), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); 1405 1406#define CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1407 CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1408 VSTORE(N0) \ 1409 (CONVERT_SAT((BASENAME##C), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); 1410 1411#define CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1412 CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1413 VSTORE(N0) \ 1414 (CONVERT_SAT((BASENAME##D), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); 1415 1416#define CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1417 CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1418 VSTORE(N0) \ 1419 (CONVERT_SAT((BASENAME##E), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); 1420 1421#define CONVERT_STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1422 CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1423 VSTORE(N0) \ 1424 (CONVERT_SAT((BASENAME##F), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); 1425 1426 1427 1428 1429#define STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) 1430#define STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) 1431 1432 1433 1434#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) 1435#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) 1436 1437 1438 1439#define STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1440 VSTORE_PARTIAL(N0, STORE_N0) \ 1441 (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); 1442 1443#define STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1444 STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1445 VSTORE_PARTIAL(N0, STORE_N0) \ 1446 (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); 1447 1448#define STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1449 STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1450 VSTORE_PARTIAL(N0, STORE_N0) \ 1451 (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); 1452 1453#define STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1454 STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1455 VSTORE_PARTIAL(N0, STORE_N0) \ 1456 (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); 1457 1458#define STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1459 STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1460 VSTORE_PARTIAL(N0, STORE_N0) \ 1461 (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); 1462 1463#define STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1464 STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1465 VSTORE_PARTIAL(N0, STORE_N0) \ 1466 (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); 1467 1468#define STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1469 STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1470 VSTORE_PARTIAL(N0, STORE_N0) \ 1471 (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); 1472 1473#define STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1474 STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1475 VSTORE_PARTIAL(N0, STORE_N0) \ 1476 (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); 1477 1478#define STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1479 STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1480 VSTORE_PARTIAL(N0, STORE_N0) \ 1481 (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); 1482 1483#define STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1484 STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1485 VSTORE_PARTIAL(N0, STORE_N0) \ 1486 (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); 1487 1488#define STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1489 STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1490 VSTORE_PARTIAL(N0, STORE_N0) \ 1491 (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); 1492 1493#define STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1494 STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1495 VSTORE_PARTIAL(N0, STORE_N0) \ 1496 (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); 1497 1498#define STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1499 STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1500 VSTORE_PARTIAL(N0, STORE_N0) \ 1501 (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); 1502 1503#define STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1504 STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1505 VSTORE_PARTIAL(N0, STORE_N0) \ 1506 (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); 1507 1508#define STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1509 STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1510 VSTORE_PARTIAL(N0, STORE_N0) \ 1511 (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); 1512 1513#define STORE_ROW_PARTIAL_16(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1514 STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1515 VSTORE_PARTIAL(N0, STORE_N0) \ 1516 (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); 1517 1518 1519 1520#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) 1521#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) 1522 1523#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) \ 1524 if(!(PARTIAL_COND_X) && !(PARTIAL_COND_Y)) \ 1525 { \ 1526 STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1527 } \ 1528 else if((PARTIAL_COND_Y) && !(PARTIAL_COND_X)) \ 1529 { \ 1530 STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1531 } \ 1532 else if(!(PARTIAL_COND_Y) && (PARTIAL_COND_X)) \ 1533 { \ 1534 STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1535 } \ 1536 else \ 1537 { \ 1538 STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1539 } 1540 1541#define STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X) \ 1542 if(!(PARTIAL_COND_X)) \ 1543 { \ 1544 STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1545 } \ 1546 else \ 1547 { \ 1548 STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1549 } 1550 1551#define STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y) \ 1552 if(!(PARTIAL_COND_Y)) \ 1553 { \ 1554 STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1555 } \ 1556 else \ 1557 { \ 1558 STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1559 } 1560 1561 1562#if defined(PARTIAL_STORE_M0) && defined(PARTIAL_STORE_N0) 1563 1564 1565#if PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 == 0 1566 1567#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) \ 1568 STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) 1569 1570#elif PARTIAL_STORE_M0 > 0 && PARTIAL_STORE_N0 == 0 1571 1572#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) \ 1573 STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y) 1574 1575#elif PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 > 0 1576 1577#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) \ 1578 STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X) 1579 1580#else 1581 1582#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) \ 1583 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) 1584 1585#endif 1586 1587#endif 1588 1589 1590#if defined(PARTIAL_STORE_M0) 1591 1592#define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \ 1593 ((uint)(max(0, (int)(y * M0) - (int)((M0 - PARTIAL_STORE_M0) % M0)))) 1594#else 1595#define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \ 1596 ((uint)(y * M0)) 1597#endif 1598 1599 1600 1601#define STORE_VECTOR_SELECT(basename, data_type, ptr, vec_size, leftover, cond) \ 1602 STORE_BLOCK_PARTIAL_IN_X(1, vec_size, data_type, basename, ptr, 0, 0, leftover, cond) 1603 1604 1605#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) 1606#pragma OPENCL EXTENSION cl_khr_fp16 : enable 1607#endif 1608 1609#if defined(ARM_COMPUTE_OPENCL_DOT8_ENABLED) && defined(cl_arm_integer_dot_product_int8) 1610#pragma OPENCL EXTENSION cl_arm_integer_dot_product_int8 : enable 1611#endif 1612 1613#if defined(ARM_COMPUTE_OPENCL_DOT8_ACC_ENABLED) && defined(cl_arm_integer_dot_product_accumulate_int8) 1614#pragma OPENCL EXTENSION cl_arm_integer_dot_product_accumulate_int8 : enable 1615#endif 1616 1617#if defined(ARM_COMPUTE_DEBUG_ENABLED) && defined(cl_arm_printf) 1618#pragma OPENCL EXTENSION cl_arm_printf : enable 1619#endif 1620 1621#define GPU_ARCH_MIDGARD 0x100 1622#define GPU_ARCH_BIFROST 0x200 1623#define GPU_ARCH_VALHALL 0x300 1624 1625 1626#define CONCAT(a, b) a##b 1627 1628 1629#define EXPAND(x) x 1630 1631 1632#define CLAMP(x, min_val, max_val) min(max(x, min_val), max_val) 1633 1634 1635#define REV1(x) ((x)) 1636#define REV2(x) ((x).s10) 1637#define REV3(x) ((x).s210) 1638#define REV4(x) ((x).s3210) 1639#define REV8(x) ((x).s76543210) 1640#define REV16(x) ((x).sFEDCBA9876543210) 1641 1642 1643 1644#define REVERSE_STR(x, s) REV##s((x)) 1645#define REVERSE(x, s) REVERSE_STR(x, s) 1646 1647 1648 1649#define ROT1_0(x) ((x)) 1650#define ROT1_1(x) ((x)) 1651 1652#define ROT2_0(x) ((x)) 1653#define ROT2_1(x) ((x).s10) 1654#define ROT2_2(x) ((x)) 1655 1656#define ROT3_0(x) ((x)) 1657#define ROT3_1(x) ((x).s201) 1658#define ROT3_2(x) ((x).s120) 1659#define ROT3_3(x) ((x)) 1660 1661#define ROT4_0(x) ((x)) 1662#define ROT4_1(x) ((x).s3012) 1663#define ROT4_2(x) ((x).s2301) 1664#define ROT4_3(x) ((x).s1230) 1665#define ROT4_4(x) ((x)) 1666 1667#define ROT8_0(x) ((x)) 1668#define ROT8_1(x) ((x).s70123456) 1669#define ROT8_2(x) ((x).s67012345) 1670#define ROT8_3(x) ((x).s56701234) 1671#define ROT8_4(x) ((x).s45670123) 1672#define ROT8_5(x) ((x).s34567012) 1673#define ROT8_6(x) ((x).s23456701) 1674#define ROT8_7(x) ((x).s12345670) 1675#define ROT8_8(x) ((x)) 1676 1677#define ROT16_0(x) ((x)) 1678#define ROT16_1(x) ((x).sF0123456789ABCDE) 1679#define ROT16_2(x) ((x).sEF0123456789ABCD) 1680#define ROT16_3(x) ((x).sDEF0123456789ABC) 1681#define ROT16_4(x) ((x).sCDEF0123456789AB) 1682#define ROT16_5(x) ((x).sBCDEF0123456789A) 1683#define ROT16_6(x) ((x).sABCDEF0123456789) 1684#define ROT16_7(x) ((x).s9ABCDEF012345678) 1685#define ROT16_8(x) ((x).s89ABCDEF01234567) 1686#define ROT16_9(x) ((x).s789ABCDEF0123456) 1687#define ROT16_10(x) ((x).s6789ABCDEF012345) 1688#define ROT16_11(x) ((x).s56789ABCDEF01234) 1689#define ROT16_12(x) ((x).s456789ABCDEF0123) 1690#define ROT16_13(x) ((x).s3456789ABCDEF012) 1691#define ROT16_14(x) ((x).s23456789ABCDEF01) 1692#define ROT16_15(x) ((x).s123456789ABCDEF0) 1693#define ROT16_16(x) ((x)) 1694 1695 1696 1697#define ROTATE_STR(x, s, n) ROT##s##_##n(x) 1698#define ROTATE(x, s, n) ROTATE_STR(x, s, n) 1699 1700 1701 1702#define V_OFFS1(dt) (dt##1)(0) 1703#define V_OFFS2(dt) (dt##2)(0, 1) 1704#define V_OFFS3(dt) (dt##3)(0, 1, 2) 1705#define V_OFFS4(dt) (dt##4)(0, 1, 2, 3) 1706#define V_OFFS8(dt) (dt##8)(0, 1, 2, 3, 4, 5, 6, 7) 1707#define V_OFFS16(dt) (dt##16)(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15) 1708 1709 1710 1711#define VEC_OFFS_STR(dt, s) V_OFFS##s(dt) 1712#define VEC_OFFS(dt, s) VEC_OFFS_STR(dt, s) 1713 1714 1715#define VLOAD_STR(size) vload##size 1716#define VLOAD(size) VLOAD_STR(size) 1717 1718 1719#define VLOAD_PARTIAL_STR(size, load_size) vload_partial_##size##_##load_size 1720#define VLOAD_PARTIAL(size, load_size) VLOAD_PARTIAL_STR(size, load_size) 1721 1722#define NO_LOAD(data, offs, ptr) \ 1723 { \ 1724 } 1725 1726 1727#define vload_partial_1_0 NO_LOAD 1728#define vload_partial_1_1 vload1 1729#define vload_partial_1_2 NO_LOAD 1730#define vload_partial_1_3 NO_LOAD 1731#define vload_partial_1_4 NO_LOAD 1732#define vload_partial_1_5 NO_LOAD 1733#define vload_partial_1_6 NO_LOAD 1734#define vload_partial_1_7 NO_LOAD 1735#define vload_partial_1_8 NO_LOAD 1736#define vload_partial_1_9 NO_LOAD 1737#define vload_partial_1_10 NO_LOAD 1738#define vload_partial_1_11 NO_LOAD 1739#define vload_partial_1_12 NO_LOAD 1740#define vload_partial_1_13 NO_LOAD 1741#define vload_partial_1_14 NO_LOAD 1742#define vload_partial_1_15 NO_LOAD 1743#define vload_partial_1_16 NO_LOAD 1744 1745#define vload_partial_2_0 NO_LOAD 1746#define vload_partial_2_1 vload_partial_1 1747#define vload_partial_2_2 vload_partial_2 1748#define vload_partial_2_3 NO_LOAD 1749#define vload_partial_2_4 NO_LOAD 1750#define vload_partial_2_5 NO_LOAD 1751#define vload_partial_2_6 NO_LOAD 1752#define vload_partial_2_7 NO_LOAD 1753#define vload_partial_2_8 NO_LOAD 1754#define vload_partial_2_9 NO_LOAD 1755#define vload_partial_2_10 NO_LOAD 1756#define vload_partial_2_11 NO_LOAD 1757#define vload_partial_2_12 NO_LOAD 1758#define vload_partial_2_13 NO_LOAD 1759#define vload_partial_2_14 NO_LOAD 1760#define vload_partial_2_15 NO_LOAD 1761#define vload_partial_2_16 NO_LOAD 1762 1763#define vload_partial_3_0 NO_LOAD 1764#define vload_partial_3_1 vload_partial_1 1765#define vload_partial_3_2 vload_partial_2 1766#define vload_partial_3_3 vload_partial_3 1767#define vload_partial_3_4 NO_LOAD 1768#define vload_partial_3_5 NO_LOAD 1769#define vload_partial_3_6 NO_LOAD 1770#define vload_partial_3_7 NO_LOAD 1771#define vload_partial_3_8 NO_LOAD 1772#define vload_partial_3_9 NO_LOAD 1773#define vload_partial_3_10 NO_LOAD 1774#define vload_partial_3_11 NO_LOAD 1775#define vload_partial_3_12 NO_LOAD 1776#define vload_partial_3_13 NO_LOAD 1777#define vload_partial_3_14 NO_LOAD 1778#define vload_partial_3_15 NO_LOAD 1779#define vload_partial_3_16 NO_LOAD 1780 1781#define vload_partial_4_0 NO_LOAD 1782#define vload_partial_4_1 vload_partial_1 1783#define vload_partial_4_2 vload_partial_2 1784#define vload_partial_4_3 vload_partial_3 1785#define vload_partial_4_4 vload_partial_4 1786#define vload_partial_4_5 NO_LOAD 1787#define vload_partial_4_6 NO_LOAD 1788#define vload_partial_4_7 NO_LOAD 1789#define vload_partial_4_8 NO_LOAD 1790#define vload_partial_4_9 NO_LOAD 1791#define vload_partial_4_10 NO_LOAD 1792#define vload_partial_4_11 NO_LOAD 1793#define vload_partial_4_12 NO_LOAD 1794#define vload_partial_4_13 NO_LOAD 1795#define vload_partial_4_14 NO_LOAD 1796#define vload_partial_4_15 NO_LOAD 1797#define vload_partial_4_16 NO_LOAD 1798 1799#define vload_partial_8_0 NO_LOAD 1800#define vload_partial_8_1 vload_partial_1 1801#define vload_partial_8_2 vload_partial_2 1802#define vload_partial_8_3 vload_partial_3 1803#define vload_partial_8_4 vload_partial_4 1804#define vload_partial_8_5 vload_partial_5 1805#define vload_partial_8_6 vload_partial_6 1806#define vload_partial_8_7 vload_partial_7 1807#define vload_partial_8_8 vload_partial_8 1808#define vload_partial_8_9 NO_LOAD 1809#define vload_partial_8_10 NO_LOAD 1810#define vload_partial_8_11 NO_LOAD 1811#define vload_partial_8_12 NO_LOAD 1812#define vload_partial_8_13 NO_LOAD 1813#define vload_partial_8_14 NO_LOAD 1814#define vload_partial_8_15 NO_LOAD 1815#define vload_partial_8_16 NO_LOAD 1816 1817#define vload_partial_16_0 NO_LOAD 1818#define vload_partial_16_1 vload_partial_1 1819#define vload_partial_16_2 vload_partial_2 1820#define vload_partial_16_3 vload_partial_3 1821#define vload_partial_16_4 vload_partial_4 1822#define vload_partial_16_5 vload_partial_5 1823#define vload_partial_16_6 vload_partial_6 1824#define vload_partial_16_7 vload_partial_7 1825#define vload_partial_16_8 vload_partial_8 1826#define vload_partial_16_9 vload_partial_9 1827#define vload_partial_16_10 vload_partial_10 1828#define vload_partial_16_11 vload_partial_11 1829#define vload_partial_16_12 vload_partial_12 1830#define vload_partial_16_13 vload_partial_13 1831#define vload_partial_16_14 vload_partial_14 1832#define vload_partial_16_15 vload_partial_15 1833#define vload_partial_16_16 vload_partial_16 1834 1835 1836#define vload_partial_1(DATA, OFFSET, PTR) \ 1837 DATA.s0 = vload1(OFFSET, PTR); 1838 1839#define vload_partial_2(DATA, OFFSET, PTR) \ 1840 DATA.s01 = vload2(OFFSET, PTR); 1841 1842#define vload_partial_3(DATA, OFFSET, PTR) \ 1843 DATA.s012 = vload3(OFFSET, PTR); 1844 1845#define vload_partial_4(DATA, OFFSET, PTR) \ 1846 DATA.s0123 = vload4(OFFSET, PTR); 1847 1848#define vload_partial_5(DATA, OFFSET, PTR) \ 1849 vload_partial_4(DATA.s0123, OFFSET, PTR); \ 1850 DATA.s4 = vload1(OFFSET, PTR + 4); 1851 1852#define vload_partial_6(DATA, OFFSET, PTR) \ 1853 vload_partial_4(DATA.s0123, OFFSET, PTR); \ 1854 vload_partial_2(DATA.s45, OFFSET, PTR + 4); 1855 1856#define vload_partial_7(DATA, OFFSET, PTR) \ 1857 vload_partial_4(DATA.s0123, OFFSET, PTR); \ 1858 vload_partial_3(DATA.s456, OFFSET, PTR + 4); 1859 1860#define vload_partial_8(DATA, OFFSET, PTR) \ 1861 DATA.s01234567 = vload8(OFFSET, PTR); 1862 1863#define vload_partial_9(DATA, OFFSET, PTR) \ 1864 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1865 DATA.s8 = vload1(OFFSET, PTR + 8); 1866 1867#define vload_partial_10(DATA, OFFSET, PTR) \ 1868 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1869 vload_partial_2(DATA.s89, OFFSET, PTR + 8); 1870 1871#define vload_partial_11(DATA, OFFSET, PTR) \ 1872 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1873 vload_partial_3(DATA.s89A, OFFSET, PTR + 8); 1874 1875#define vload_partial_12(DATA, OFFSET, PTR) \ 1876 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1877 vload_partial_4(DATA.s89AB, OFFSET, PTR + 8); 1878 1879#define vload_partial_13(DATA, OFFSET, PTR) \ 1880 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1881 vload_partial_5(DATA.s89ABCDEF, OFFSET, PTR + 8); 1882 1883#define vload_partial_14(DATA, OFFSET, PTR) \ 1884 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1885 vload_partial_6(DATA.s89ABCDEF, OFFSET, PTR + 8); 1886 1887#define vload_partial_15(DATA, OFFSET, PTR) \ 1888 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1889 vload_partial_7(DATA.s89ABCDEF, OFFSET, PTR + 8); 1890 1891#define vload_partial_16(DATA, OFFSET, PTR) \ 1892 DATA = vload16(OFFSET, PTR); 1893 1894 1895 1896#define PIXEL_UNIT4 1 1897#define PIXEL_UNIT8 2 1898#define PIXEL_UNIT16 4 1899 1900 1901#define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size) PIXEL_UNIT##vec_size 1902#define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT(vec_size) CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size) 1903 1904 1905#define read_image2d_floatx1(img, x_coord, y_coord) (float4)(read_imagef(img, (int2)(x_coord, y_coord))); 1906#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))); 1907#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))); 1908 1909#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) 1910#define read_image2d_halfx1(img, x_coord, y_coord) (half4)(read_imageh(img, (int2)(x_coord, y_coord))); 1911#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))); 1912#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))); 1913#endif 1914 1915#define write_image2d_floatx1(img, x_coord, y_coord, values) (write_imagef(img, (int2)(x_coord, y_coord), values)); 1916#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)); 1917#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)); 1918 1919#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) 1920#define write_image2d_halfx1(img, x_coord, y_coord, values) (write_imageh(img, (int2)(x_coord, y_coord), values)); 1921#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)); 1922#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)); 1923#endif 1924 1925 1926#define READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord) read_image2d_##data_type##x##n0(img, x_coord, y_coord) 1927#define READ_IMAGE2D(data_type, n0, img, x_coord, y_coord) READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord) 1928 1929 1930#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) 1931#define WRITE_IMAGE2D(data_type, n0, img, x_coord, y_coord, values) WRITE_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord, values) 1932 1933#define VSTORE_STR(size) vstore##size 1934#define VSTORE(size) VSTORE_STR(size) 1935 1936#define float1 float 1937#define half1 half 1938#define char1 char 1939#define uchar1 uchar 1940#define short1 short 1941#define ushort1 ushort 1942#define int1 int 1943#define uint1 uint 1944#define long1 long 1945#define ulong1 ulong 1946#define double1 double 1947 1948#define vload1(OFFSET, PTR) *(OFFSET + PTR) 1949#define vstore1(DATA, OFFSET, PTR) *(OFFSET + PTR) = DATA 1950 1951 1952#define VSTORE_PARTIAL_STR(size, store_size) vstore_partial_##size##_##store_size 1953#define VSTORE_PARTIAL(size, store_size) VSTORE_PARTIAL_STR(size, store_size) 1954 1955#define NO_STORE(data, offs, ptr) \ 1956 { \ 1957 } 1958 1959 1960#define vstore_partial_1_0 NO_STORE 1961#define vstore_partial_1_1 vstore1 1962#define vstore_partial_1_2 NO_STORE 1963#define vstore_partial_1_3 NO_STORE 1964#define vstore_partial_1_4 NO_STORE 1965#define vstore_partial_1_5 NO_STORE 1966#define vstore_partial_1_6 NO_STORE 1967#define vstore_partial_1_7 NO_STORE 1968#define vstore_partial_1_8 NO_STORE 1969#define vstore_partial_1_9 NO_STORE 1970#define vstore_partial_1_10 NO_STORE 1971#define vstore_partial_1_11 NO_STORE 1972#define vstore_partial_1_12 NO_STORE 1973#define vstore_partial_1_13 NO_STORE 1974#define vstore_partial_1_14 NO_STORE 1975#define vstore_partial_1_15 NO_STORE 1976#define vstore_partial_1_16 NO_STORE 1977 1978#define vstore_partial_2_0 NO_STORE 1979#define vstore_partial_2_1 vstore_partial_1 1980#define vstore_partial_2_2 vstore_partial_2 1981#define vstore_partial_2_3 NO_STORE 1982#define vstore_partial_2_4 NO_STORE 1983#define vstore_partial_2_5 NO_STORE 1984#define vstore_partial_2_6 NO_STORE 1985#define vstore_partial_2_7 NO_STORE 1986#define vstore_partial_2_8 NO_STORE 1987#define vstore_partial_2_9 NO_STORE 1988#define vstore_partial_2_10 NO_STORE 1989#define vstore_partial_2_11 NO_STORE 1990#define vstore_partial_2_12 NO_STORE 1991#define vstore_partial_2_13 NO_STORE 1992#define vstore_partial_2_14 NO_STORE 1993#define vstore_partial_2_15 NO_STORE 1994#define vstore_partial_2_16 NO_STORE 1995 1996#define vstore_partial_3_0 NO_STORE 1997#define vstore_partial_3_1 vstore_partial_1 1998#define vstore_partial_3_2 vstore_partial_2 1999#define vstore_partial_3_3 vstore_partial_3 2000#define vstore_partial_3_4 NO_STORE 2001#define vstore_partial_3_5 NO_STORE 2002#define vstore_partial_3_6 NO_STORE 2003#define vstore_partial_3_7 NO_STORE 2004#define vstore_partial_3_8 NO_STORE 2005#define vstore_partial_3_9 NO_STORE 2006#define vstore_partial_3_10 NO_STORE 2007#define vstore_partial_3_11 NO_STORE 2008#define vstore_partial_3_12 NO_STORE 2009#define vstore_partial_3_13 NO_STORE 2010#define vstore_partial_3_14 NO_STORE 2011#define vstore_partial_3_15 NO_STORE 2012#define vstore_partial_3_16 NO_STORE 2013 2014#define vstore_partial_4_0 NO_STORE 2015#define vstore_partial_4_1 vstore_partial_1 2016#define vstore_partial_4_2 vstore_partial_2 2017#define vstore_partial_4_3 vstore_partial_3 2018#define vstore_partial_4_4 vstore_partial_4 2019#define vstore_partial_4_5 NO_STORE 2020#define vstore_partial_4_6 NO_STORE 2021#define vstore_partial_4_7 NO_STORE 2022#define vstore_partial_4_8 NO_STORE 2023#define vstore_partial_4_9 NO_STORE 2024#define vstore_partial_4_10 NO_STORE 2025#define vstore_partial_4_11 NO_STORE 2026#define vstore_partial_4_12 NO_STORE 2027#define vstore_partial_4_13 NO_STORE 2028#define vstore_partial_4_14 NO_STORE 2029#define vstore_partial_4_15 NO_STORE 2030#define vstore_partial_4_16 NO_STORE 2031 2032#define vstore_partial_8_0 NO_STORE 2033#define vstore_partial_8_1 vstore_partial_1 2034#define vstore_partial_8_2 vstore_partial_2 2035#define vstore_partial_8_3 vstore_partial_3 2036#define vstore_partial_8_4 vstore_partial_4 2037#define vstore_partial_8_5 vstore_partial_5 2038#define vstore_partial_8_6 vstore_partial_6 2039#define vstore_partial_8_7 vstore_partial_7 2040#define vstore_partial_8_8 vstore_partial_8 2041#define vstore_partial_8_9 NO_STORE 2042#define vstore_partial_8_10 NO_STORE 2043#define vstore_partial_8_11 NO_STORE 2044#define vstore_partial_8_12 NO_STORE 2045#define vstore_partial_8_13 NO_STORE 2046#define vstore_partial_8_14 NO_STORE 2047#define vstore_partial_8_15 NO_STORE 2048#define vstore_partial_8_16 NO_STORE 2049 2050#define vstore_partial_16_0 NO_STORE 2051#define vstore_partial_16_1 vstore_partial_1 2052#define vstore_partial_16_2 vstore_partial_2 2053#define vstore_partial_16_3 vstore_partial_3 2054#define vstore_partial_16_4 vstore_partial_4 2055#define vstore_partial_16_5 vstore_partial_5 2056#define vstore_partial_16_6 vstore_partial_6 2057#define vstore_partial_16_7 vstore_partial_7 2058#define vstore_partial_16_8 vstore_partial_8 2059#define vstore_partial_16_9 vstore_partial_9 2060#define vstore_partial_16_10 vstore_partial_10 2061#define vstore_partial_16_11 vstore_partial_11 2062#define vstore_partial_16_12 vstore_partial_12 2063#define vstore_partial_16_13 vstore_partial_13 2064#define vstore_partial_16_14 vstore_partial_14 2065#define vstore_partial_16_15 vstore_partial_15 2066#define vstore_partial_16_16 vstore_partial_16 2067 2068 2069#define vstore_partial_1(DATA, OFFSET, PTR) \ 2070 vstore1(DATA.s0, OFFSET, PTR); 2071 2072#define vstore_partial_2(DATA, OFFSET, PTR) \ 2073 vstore2(DATA.s01, OFFSET, PTR); 2074 2075#define vstore_partial_3(DATA, OFFSET, PTR) \ 2076 vstore3(DATA.s012, OFFSET, PTR); 2077 2078#define vstore_partial_4(DATA, OFFSET, PTR) \ 2079 vstore4(DATA.s0123, OFFSET, PTR); 2080 2081#define vstore_partial_5(DATA, OFFSET, PTR) \ 2082 vstore_partial_4(DATA.s0123, OFFSET, PTR); \ 2083 vstore1(DATA.s4, OFFSET, PTR + 4); 2084 2085#define vstore_partial_6(DATA, OFFSET, PTR) \ 2086 vstore_partial_4(DATA.s0123, OFFSET, PTR); \ 2087 vstore_partial_2(DATA.s45, OFFSET, PTR + 4); 2088 2089#define vstore_partial_7(DATA, OFFSET, PTR) \ 2090 vstore_partial_4(DATA.s0123, OFFSET, PTR); \ 2091 vstore_partial_3(DATA.s456, OFFSET, PTR + 4); 2092 2093#define vstore_partial_8(DATA, OFFSET, PTR) \ 2094 vstore8(DATA.s01234567, OFFSET, PTR); 2095 2096#define vstore_partial_9(DATA, OFFSET, PTR) \ 2097 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2098 vstore1(DATA.s8, OFFSET, PTR + 8); 2099 2100#define vstore_partial_10(DATA, OFFSET, PTR) \ 2101 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2102 vstore_partial_2(DATA.s89, OFFSET, PTR + 8); 2103 2104#define vstore_partial_11(DATA, OFFSET, PTR) \ 2105 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2106 vstore_partial_3(DATA.s89a, OFFSET, PTR + 8); 2107 2108#define vstore_partial_12(DATA, OFFSET, PTR) \ 2109 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2110 vstore_partial_4(DATA.s89ab, OFFSET, PTR + 8); 2111 2112#define vstore_partial_13(DATA, OFFSET, PTR) \ 2113 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2114 vstore_partial_5(DATA.s89abcdef, OFFSET, PTR + 8); 2115 2116#define vstore_partial_14(DATA, OFFSET, PTR) \ 2117 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2118 vstore_partial_6(DATA.s89abcdef, OFFSET, PTR + 8); 2119 2120#define vstore_partial_15(DATA, OFFSET, PTR) \ 2121 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2122 vstore_partial_7(DATA.s89abcdef, OFFSET, PTR + 8); 2123 2124#define vstore_partial_16(DATA, OFFSET, PTR) \ 2125 vstore16(DATA, OFFSET, PTR); 2126 2127 2128 2129 2130 2131#define convert_float_sat convert_float 2132#define convert_float1_sat convert_float 2133#define convert_float2_sat convert_float2 2134#define convert_float3_sat convert_float3 2135#define convert_float4_sat convert_float4 2136#define convert_float8_sat convert_float8 2137#define convert_float16_sat convert_float16 2138#define convert_half_sat convert_float 2139#define convert_half1_sat convert_half 2140#define convert_half2_sat convert_half2 2141#define convert_half3_sat convert_half3 2142#define convert_half4_sat convert_half4 2143#define convert_half8_sat convert_half8 2144#define convert_half16_sat convert_half16 2145 2146#define convert_float1 convert_float 2147#define convert_half1 convert_half 2148#define convert_char1 convert_char 2149#define convert_uchar1 convert_uchar 2150#define convert_short1 convert_short 2151#define convert_ushort1 convert_ushort 2152#define convert_int1 convert_int 2153#define convert_uint1 convert_uint 2154#define convert_long1 convert_long 2155#define convert_ulong1 convert_ulong 2156#define convert_double1 convert_double 2157 2158#define convert_char1_sat convert_char_sat 2159#define convert_uchar1_sat convert_uchar_sat 2160#define convert_uchar2_sat convert_uchar2_sat 2161#define convert_uchar3_sat convert_uchar3_sat 2162#define convert_uchar4_sat convert_uchar4_sat 2163#define convert_uchar8_sat convert_uchar8_sat 2164#define convert_uchar16_sat convert_uchar16_sat 2165#define convert_short1_sat convert_short_sat 2166#define convert_ushort1_sat convert_ushort_sat 2167#define convert_int1_sat convert_int_sat 2168#define convert_uint1_sat convert_uint_sat 2169#define convert_long1_sat convert_long_sat 2170#define convert_ulong1_sat convert_ulong_sat 2171#define convert_double1_sat convert_double_sat 2172 2173#define VEC_DATA_TYPE_STR(type, size) type##size 2174#define VEC_DATA_TYPE(type, size) VEC_DATA_TYPE_STR(type, size) 2175 2176#define CONVERT_STR(x, type) (convert_##type((x))) 2177#define CONVERT(x, type) CONVERT_STR(x, type) 2178 2179#define CONVERT_SAT_STR(x, type) (convert_##type##_sat((x))) 2180#define CONVERT_SAT(x, type) CONVERT_SAT_STR(x, type) 2181 2182#define CONVERT_SAT_ROUND_STR(x, type, round) (convert_##type##_sat_##round((x))) 2183#define CONVERT_SAT_ROUND(x, type, round) CONVERT_SAT_ROUND_STR(x, type, round) 2184 2185#define select_vec_dt_uchar(size) uchar##size 2186#define select_vec_dt_char(size) char##size 2187#define select_vec_dt_ushort(size) ushort##size 2188#define select_vec_dt_short(size) short##size 2189#define select_vec_dt_half(size) short##size 2190#define select_vec_dt_uint(size) uint##size 2191#define select_vec_dt_int(size) int##size 2192#define select_vec_dt_float(size) int##size 2193#define select_vec_dt_ulong(size) ulong##size 2194#define select_vec_dt_long(size) long##size 2195 2196#define SELECT_VEC_DATA_TYPE_STR(type, size) select_vec_dt_##type(size) 2197#define SELECT_VEC_DATA_TYPE(type, size) SELECT_VEC_DATA_TYPE_STR(type, size) 2198#define SELECT_DATA_TYPE(type) SELECT_VEC_DATA_TYPE_STR(type, 1) 2199 2200#define signed_int_vec_dt_uchar(size) char##size 2201#define signed_int_vec_dt_char(size) char##size 2202#define signed_int_vec_dt_ushort(size) short##size 2203#define signed_int_vec_dt_short(size) short##size 2204#define signed_int_vec_dt_half(size) short##size 2205#define signed_int_vec_dt_uint(size) int##size 2206#define signed_int_vec_dt_int(size) int##size 2207#define signed_int_vec_dt_float(size) int##size 2208#define signed_int_vec_dt_ulong(size) long##size 2209#define signed_int_vec_dt_long(size) long##size 2210 2211#define SIGNED_INT_VEC_DATA_TYPE_STR(type, size) signed_int_vec_dt_##type(size) 2212#define SIGNED_INT_VEC_DATA_TYPE(type, size) SIGNED_INT_VEC_DATA_TYPE_STR(type, size) 2213#define SIGNED_INT_DATA_TYPE(type) SIGNED_INT_VEC_DATA_TYPE_STR(type, 1) 2214 2215#define sum_reduce_1(x) (x) 2216#define sum_reduce_2(x) ((x).s0) + ((x).s1) 2217#define sum_reduce_3(x) sum_reduce_2((x).s01) + ((x).s2) 2218#define sum_reduce_4(x) sum_reduce_2((x).s01) + sum_reduce_2((x).s23) 2219#define sum_reduce_8(x) sum_reduce_4((x).s0123) + sum_reduce_4((x).s4567) 2220#define sum_reduce_16(x) sum_reduce_8((x).s01234567) + sum_reduce_8((x).s89ABCDEF) 2221 2222#define SUM_REDUCE_STR(x, size) sum_reduce_##size(x) 2223#define SUM_REDUCE(x, size) SUM_REDUCE_STR(x, size) 2224 2225#define prod_reduce_1(x) (x) 2226#define prod_reduce_2(x) ((x).s0) * ((x).s1) 2227#define prod_reduce_3(x) prod_reduce_2((x).s01) * ((x).s2) 2228#define prod_reduce_4(x) prod_reduce_2((x).s01) * prod_reduce_2((x).s23) 2229#define prod_reduce_8(x) prod_reduce_4((x).s0123) * prod_reduce_4((x).s4567) 2230#define prod_reduce_16(x) prod_reduce_8((x).s01234567) * prod_reduce_8((x).s89ABCDEF) 2231 2232#define PROD_REDUCE_STR(x, size) prod_reduce_##size(x) 2233#define PROD_REDUCE(x, size) PROD_REDUCE_STR(x, size) 2234 2235#define max_reduce_1(x) (x) 2236#define max_reduce_2(x) max(((x).s0), ((x).s1)) 2237#define max_reduce_3(x) max(max_reduce_2((x).s01), ((x).s2)) 2238#define max_reduce_4(x) max(max_reduce_2((x).s01), max_reduce_2((x).s23)) 2239#define max_reduce_8(x) max(max_reduce_4((x).s0123), max_reduce_4((x).s4567)) 2240#define max_reduce_16(x) max(max_reduce_8((x).s01234567), max_reduce_8((x).s89ABCDEF)) 2241 2242#define MAX_REDUCE_STR(x, size) max_reduce_##size(x) 2243#define MAX_REDUCE(x, size) MAX_REDUCE_STR(x, size) 2244 2245#define VECTOR_DECLARATION(name) \ 2246 __global uchar *name##_ptr, \ 2247 uint name##_stride_x, \ 2248 uint name##_step_x, \ 2249 uint name##_offset_first_element_in_bytes 2250 2251#define IMAGE_DECLARATION(name) \ 2252 __global uchar *name##_ptr, \ 2253 uint name##_stride_x, \ 2254 uint name##_step_x, \ 2255 uint name##_stride_y, \ 2256 uint name##_step_y, \ 2257 uint name##_offset_first_element_in_bytes 2258 2259#define TENSOR3D_DECLARATION(name) \ 2260 __global uchar *name##_ptr, \ 2261 uint name##_stride_x, \ 2262 uint name##_step_x, \ 2263 uint name##_stride_y, \ 2264 uint name##_step_y, \ 2265 uint name##_stride_z, \ 2266 uint name##_step_z, \ 2267 uint name##_offset_first_element_in_bytes 2268 2269#define TENSOR4D_DECLARATION(name) \ 2270 __global uchar *name##_ptr, \ 2271 uint name##_stride_x, \ 2272 uint name##_step_x, \ 2273 uint name##_stride_y, \ 2274 uint name##_step_y, \ 2275 uint name##_stride_z, \ 2276 uint name##_step_z, \ 2277 uint name##_stride_w, \ 2278 uint name##_step_w, \ 2279 uint name##_offset_first_element_in_bytes 2280 2281#define TENSOR5D_DECLARATION(name) \ 2282 __global uchar *name##_ptr, \ 2283 uint name##_stride_x, \ 2284 uint name##_step_x, \ 2285 uint name##_stride_y, \ 2286 uint name##_step_y, \ 2287 uint name##_stride_z, \ 2288 uint name##_step_z, \ 2289 uint name##_stride_w, \ 2290 uint name##_step_w, \ 2291 uint name##_stride_v, \ 2292 uint name##_step_v, \ 2293 uint name##_offset_first_element_in_bytes 2294 2295#define CONVERT_TO_VECTOR_STRUCT(name) \ 2296 update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x) 2297 2298#define CONVERT_TO_VECTOR_STRUCT_NO_STEP(name) \ 2299 update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0) 2300 2301#define CONVERT_TO_IMAGE_STRUCT(name) \ 2302 update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y) 2303 2304#define CONVERT_TO_IMAGE_STRUCT_NO_STEP(name) \ 2305 update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0) 2306 2307#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \ 2308 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) 2309 2310#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT_NO_STEP(name) \ 2311 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) 2312 2313#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \ 2314 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) 2315 2316#define CONVERT_TO_TENSOR3D_STRUCT(name) \ 2317 update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ 2318 name##_stride_z, name##_step_z) 2319 2320#define CONVERT_TO_TENSOR3D_STRUCT_NO_STEP(name) \ 2321 update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0, name##_stride_z, 0) 2322 2323#define CONVERT_TO_TENSOR4D_STRUCT(name, mod_size) \ 2324 update_tensor4D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ 2325 name##_stride_z, name##_step_z, name##_stride_w, name##_step_w, mod_size) 2326 2327#define CONVERT_TO_TENSOR4D_STRUCT_NO_STEP(name, mod_size) \ 2328 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) 2329 2330#define CONVERT_TO_TENSOR3D_STRUCT_NO_UPDATE_PTR(name) \ 2331 tensor3D_ptr_no_update(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ 2332 name##_stride_z, name##_step_z) 2333 2334 2335typedef struct Vector 2336{ 2337 __global uchar *ptr; 2338 int offset_first_element_in_bytes; 2339 int stride_x; 2340} Vector; 2341 2342 2343typedef struct Image 2344{ 2345 __global uchar *ptr; 2346 int offset_first_element_in_bytes; 2347 int stride_x; 2348 int stride_y; 2349} Image; 2350 2351 2352typedef struct Tensor3D 2353{ 2354 __global uchar *ptr; 2355 int offset_first_element_in_bytes; 2356 int stride_x; 2357 int stride_y; 2358 int stride_z; 2359} Tensor3D; 2360 2361 2362typedef struct Tensor4D 2363{ 2364 __global uchar *ptr; 2365 int offset_first_element_in_bytes; 2366 int stride_x; 2367 int stride_y; 2368 int stride_z; 2369 int stride_w; 2370} Tensor4D; 2371 2372 2373inline Vector update_vector_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x) 2374{ 2375 Vector vector = 2376 { 2377 .ptr = ptr, 2378 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2379 .stride_x = stride_x, 2380 }; 2381 vector.ptr += vector.offset_first_element_in_bytes + get_global_id(0) * step_x; 2382 return vector; 2383} 2384 2385 2386inline 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) 2387{ 2388 Image img = 2389 { 2390 .ptr = ptr, 2391 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2392 .stride_x = stride_x, 2393 .stride_y = stride_y 2394 }; 2395 img.ptr += img.offset_first_element_in_bytes + get_global_id(0) * step_x + get_global_id(1) * step_y; 2396 return img; 2397} 2398 2399 2400inline 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) 2401{ 2402 Image img = 2403 { 2404 .ptr = ptr, 2405 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2406 .stride_x = stride_x, 2407 .stride_y = stride_y 2408 }; 2409 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; 2410 return img; 2411} 2412 2413 2414inline 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) 2415{ 2416 Tensor3D tensor = 2417 { 2418 .ptr = ptr, 2419 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2420 .stride_x = stride_x, 2421 .stride_y = stride_y, 2422 .stride_z = stride_z 2423 }; 2424 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; 2425 return tensor; 2426} 2427 2428 2429inline 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) 2430{ 2431 Tensor3D tensor = 2432 { 2433 .ptr = ptr, 2434 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2435 .stride_x = stride_x, 2436 .stride_y = stride_y, 2437 .stride_z = stride_z 2438 }; 2439 return tensor; 2440} 2441 2442inline 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, 2443 uint step_w, 2444 uint mod_size) 2445{ 2446 Tensor4D tensor = 2447 { 2448 .ptr = ptr, 2449 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2450 .stride_x = stride_x, 2451 .stride_y = stride_y, 2452 .stride_z = stride_z, 2453 .stride_w = stride_w 2454 }; 2455 2456 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; 2457 return tensor; 2458} 2459 2460 2461inline __global const uchar *vector_offset(const Vector *vec, int x) 2462{ 2463 return vec->ptr + x * vec->stride_x; 2464} 2465 2466 2467inline __global uchar *offset(const Image *img, int x, int y) 2468{ 2469 return img->ptr + x * img->stride_x + y * img->stride_y; 2470} 2471 2472 2473inline __global const uchar *tensor3D_offset(const Tensor3D *tensor, int x, int y, int z) 2474{ 2475 return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z; 2476} 2477 2478 2479inline __global const uchar *tensor4D_offset(const Tensor4D *tensor, int x, int y, int z, int w) 2480{ 2481 return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + w * tensor->stride_w; 2482} 2483 2484 2485inline __global const uchar *tensor3D_index2ptr(const Tensor3D *tensor, uint width, uint height, uint depth, uint index) 2486{ 2487 uint num_elements = width * height; 2488 2489 const uint z = index / num_elements; 2490 2491 index %= num_elements; 2492 2493 const uint y = index / width; 2494 2495 index %= width; 2496 2497 const uint x = index; 2498 2499 return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + tensor->offset_first_element_in_bytes; 2500} 2501 2502#endif 2503 2504#if GPU_ARCH == GPU_ARCH_BIFROST 2505#define MLA(a, b, c) (fma(c, b, a)) 2506#else 2507#define MLA(a, b, c) ((b) * (c) + (a)) 2508#endif 2509 2510 2511#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)) 2512 2513 2514#define logistic_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) ((DATA_TYPE)1.0 / ((DATA_TYPE)1.0 + exp(-x))) 2515 2516 2517#define tanh_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) ((DATA_TYPE)A_VAL * tanh((DATA_TYPE)B_VAL * x)) 2518 2519 2520#define relu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (max((DATA_TYPE)0.0, x)) 2521 2522 2523#define brelu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (min((DATA_TYPE)A_VAL, max((DATA_TYPE)0.0, x))) 2524 2525 2526#define lu_brelu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (min(max(x, (DATA_TYPE)B_VAL), (DATA_TYPE)A_VAL)) 2527 2528 2529#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)) 2530 2531 2532#define srelu_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (log((DATA_TYPE)1.0 + exp(x))) 2533 2534 2535#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))) 2536 2537 2538#define abs_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (fabs(x)) 2539 2540 2541#define square_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (x * x) 2542 2543 2544#define sqrt_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (sqrt(x)) 2545 2546 2547#define linear_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (MLA((DATA_TYPE)B_VAL, (DATA_TYPE)A_VAL, x)) 2548 2549 2550#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))) 2551 2552 2553#define identity_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) (x) 2554 2555#define ACT_OP(op, DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) op##_op(DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) 2556 2557#define ACTIVATION(op, DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) ACT_OP(op, DATA_TYPE, VEC_SIZE, x, A_VAL, B_VAL) 2558#endif 2559 2560#define VEC_ACC_TYPE VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE_OUT) 2561#define VEC_OUT_TYPE VEC_DATA_TYPE(DATA_TYPE_OUT, VEC_SIZE_OUT) 2562#define VEC_FLOAT VEC_DATA_TYPE(float, VEC_SIZE_OUT) 2563 2564 2565__kernel void pixelwise_mul_float( 2566 TENSOR3D_DECLARATION(in1), 2567 TENSOR3D_DECLARATION(in2), 2568#if !defined(IN_PLACE) 2569 TENSOR3D_DECLARATION(out), 2570#endif 2571 const float scale) 2572{ 2573 2574 size_t x = max((int)(get_global_id(0) * VEC_SIZE_OUT - (VEC_SIZE_OUT - VEC_SIZE_LEFTOVER) % VEC_SIZE_OUT), 0); 2575 size_t y = get_global_id(1); 2576 size_t z = get_global_id(2); 2577 2578 __global uchar *in1_addr = in1_ptr + in1_offset_first_element_in_bytes + x * in1_stride_x + y * in1_stride_y + z * in1_stride_z; 2579 __global uchar *in2_addr = in2_ptr + in2_offset_first_element_in_bytes + x * in2_stride_x + y * in2_stride_y + z * in2_stride_z; 2580 __global uchar * 2581#if !defined(IN_PLACE) 2582 out_addr = out_ptr + out_offset_first_element_in_bytes + x * out_stride_x + y * out_stride_y + z * out_stride_z; 2583#else 2584#if defined(SRC1_IN_PLACE) 2585 out_addr = in1_addr; 2586#else 2587 out_addr = in2_addr; 2588#endif 2589#endif 2590 2591 2592 VEC_ACC_TYPE in1_data = CONVERT((VEC_DATA_TYPE(DATA_TYPE_IN1, VEC_SIZE_OUT))(VLOAD(VEC_SIZE_IN1)(0, (__global DATA_TYPE_IN1 *)in1_addr)), VEC_ACC_TYPE); 2593 VEC_ACC_TYPE in2_data = CONVERT((VEC_DATA_TYPE(DATA_TYPE_IN2, VEC_SIZE_OUT))(VLOAD(VEC_SIZE_IN2)(0, (__global DATA_TYPE_IN2 *)in2_addr)), VEC_ACC_TYPE); 2594 2595 2596#ifdef DATA_TYPE_FLOAT 2597 VEC_OUT_TYPE res0 = CONVERT(in1_data * in2_data * (ACC_DATA_TYPE)scale, VEC_OUT_TYPE); 2598#else 2599 VEC_OUT_TYPE res0 = CONVERT_OP_FLOAT(CONVERT_OP_FLOAT((CONVERT(in1_data * in2_data, VEC_FLOAT) * scale), VEC_ACC_TYPE, ROUND), VEC_OUT_TYPE, ROUND); 2600#endif 2601 2602#if defined(ACTIVATION_TYPE) 2603 res0 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE_OUT, VEC_SIZE_OUT, res0, A_VAL, B_VAL); 2604#endif 2605 2606 STORE_VECTOR_SELECT(res, DATA_TYPE_OUT, out_addr, VEC_SIZE_OUT, VEC_SIZE_LEFTOVER, VEC_SIZE_LEFTOVER != 0 && get_global_id(0) == 0); 2607} 2608#endif 2609 2610#if defined(DATA_TYPE) 2611 2612 2613__kernel void pixelwise_mul_complex( 2614 TENSOR3D_DECLARATION(in1), 2615 TENSOR3D_DECLARATION(in2), 2616 TENSOR3D_DECLARATION(out)) 2617{ 2618 2619 Tensor3D in1 = CONVERT_TO_TENSOR3D_STRUCT(in1); 2620 Tensor3D in2 = CONVERT_TO_TENSOR3D_STRUCT(in2); 2621 Tensor3D out = CONVERT_TO_TENSOR3D_STRUCT(out); 2622 2623 2624 VEC_DATA_TYPE(DATA_TYPE, 2) 2625 vin1 = vload2(0, (__global DATA_TYPE *)in1.ptr); 2626 VEC_DATA_TYPE(DATA_TYPE, 2) 2627 vin2 = vload2(0, (__global DATA_TYPE *)in2.ptr); 2628 2629 2630 VEC_DATA_TYPE(DATA_TYPE, 2) 2631 res = { vin1.x *vin2.x - vin1.y * vin2.y, vin1.x *vin2.y + vin2.x * vin1.y }; 2632 2633#if defined(ACTIVATION_TYPE) 2634 vstore2(ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE_OUT, res, A_VAL, B_VAL), 0, (__global DATA_TYPE *)out.ptr); 2635#else 2636 2637 vstore2(res, 0, (__global DATA_TYPE *)out.ptr); 2638#endif 2639} 2640 2641#endif )"