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#ifndef ARM_COMPUTE_REPEAT_H 1248#define ARM_COMPUTE_REPEAT_H 1249 1250 1251#ifndef ARM_COMPUTE_HELPER_H 1252#define ARM_COMPUTE_HELPER_H 1253 1254 1255 1256 1257#define STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1258 VSTORE(N0) \ 1259 (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); 1260 1261#define STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1262 STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1263 VSTORE(N0) \ 1264 (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); 1265 1266#define STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1267 STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1268 VSTORE(N0) \ 1269 (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); 1270 1271#define STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1272 STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1273 VSTORE(N0) \ 1274 (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); 1275 1276#define STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1277 STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1278 VSTORE(N0) \ 1279 (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); 1280 1281#define STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1282 STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1283 VSTORE(N0) \ 1284 (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); 1285 1286#define STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1287 STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1288 VSTORE(N0) \ 1289 (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); 1290 1291#define STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1292 STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1293 VSTORE(N0) \ 1294 (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); 1295 1296#define STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1297 STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1298 VSTORE(N0) \ 1299 (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); 1300 1301#define STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1302 STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1303 VSTORE(N0) \ 1304 (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); 1305 1306#define STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1307 STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1308 VSTORE(N0) \ 1309 (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); 1310 1311#define STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1312 STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1313 VSTORE(N0) \ 1314 (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); 1315 1316#define STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1317 STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1318 VSTORE(N0) \ 1319 (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); 1320 1321#define STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1322 STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1323 VSTORE(N0) \ 1324 (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); 1325 1326#define STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1327 STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1328 VSTORE(N0) \ 1329 (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); 1330 1331#define STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1332 STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1333 VSTORE(N0) \ 1334 (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); 1335 1336 1337 1338#define CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1339 VSTORE(N0) \ 1340 (CONVERT_SAT((BASENAME##0), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); 1341 1342#define CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1343 CONVERT_STORE_ROW_1(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1344 VSTORE(N0) \ 1345 (CONVERT_SAT((BASENAME##1), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); 1346 1347#define CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1348 CONVERT_STORE_ROW_2(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1349 VSTORE(N0) \ 1350 (CONVERT_SAT((BASENAME##2), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); 1351 1352#define CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1353 CONVERT_STORE_ROW_3(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1354 VSTORE(N0) \ 1355 (CONVERT_SAT((BASENAME##3), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); 1356 1357#define CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1358 CONVERT_STORE_ROW_4(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1359 VSTORE(N0) \ 1360 (CONVERT_SAT((BASENAME##4), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); 1361 1362#define CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1363 CONVERT_STORE_ROW_5(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1364 VSTORE(N0) \ 1365 (CONVERT_SAT((BASENAME##5), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); 1366 1367#define CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1368 CONVERT_STORE_ROW_6(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1369 VSTORE(N0) \ 1370 (CONVERT_SAT((BASENAME##6), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); 1371 1372#define CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1373 CONVERT_STORE_ROW_7(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1374 VSTORE(N0) \ 1375 (CONVERT_SAT((BASENAME##7), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); 1376 1377#define CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1378 CONVERT_STORE_ROW_8(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1379 VSTORE(N0) \ 1380 (CONVERT_SAT((BASENAME##8), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); 1381 1382#define CONVERT_STORE_ROW_10(N0, DATA, BASENAME, PTR, STRIDE_Y, Z) \ 1383 CONVERT_STORE_ROW_9(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1384 VSTORE(N0) \ 1385 (CONVERT_SAT((BASENAME##9), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); 1386 1387#define CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1388 CONVERT_STORE_ROW_10(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1389 VSTORE(N0) \ 1390 (CONVERT_SAT((BASENAME##A), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); 1391 1392#define CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1393 CONVERT_STORE_ROW_11(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1394 VSTORE(N0) \ 1395 (CONVERT_SAT((BASENAME##B), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); 1396 1397#define CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1398 CONVERT_STORE_ROW_12(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1399 VSTORE(N0) \ 1400 (CONVERT_SAT((BASENAME##C), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); 1401 1402#define CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1403 CONVERT_STORE_ROW_13(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1404 VSTORE(N0) \ 1405 (CONVERT_SAT((BASENAME##D), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); 1406 1407#define CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1408 CONVERT_STORE_ROW_14(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1409 VSTORE(N0) \ 1410 (CONVERT_SAT((BASENAME##E), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); 1411 1412#define CONVERT_STORE_ROW_16(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1413 CONVERT_STORE_ROW_15(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1414 VSTORE(N0) \ 1415 (CONVERT_SAT((BASENAME##F), VEC_DATA_TYPE(DATA_TYPE, N0)), 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); 1416 1417 1418 1419 1420#define STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) 1421#define STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) STORE_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) 1422 1423 1424 1425#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) 1426#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) 1427 1428 1429 1430#define STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1431 VSTORE_PARTIAL(N0, STORE_N0) \ 1432 (BASENAME##0, 0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); 1433 1434#define STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1435 STORE_ROW_PARTIAL_1(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1436 VSTORE_PARTIAL(N0, STORE_N0) \ 1437 (BASENAME##1, 0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); 1438 1439#define STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1440 STORE_ROW_PARTIAL_2(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1441 VSTORE_PARTIAL(N0, STORE_N0) \ 1442 (BASENAME##2, 0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); 1443 1444#define STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1445 STORE_ROW_PARTIAL_3(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1446 VSTORE_PARTIAL(N0, STORE_N0) \ 1447 (BASENAME##3, 0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); 1448 1449#define STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1450 STORE_ROW_PARTIAL_4(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1451 VSTORE_PARTIAL(N0, STORE_N0) \ 1452 (BASENAME##4, 0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); 1453 1454#define STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1455 STORE_ROW_PARTIAL_5(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1456 VSTORE_PARTIAL(N0, STORE_N0) \ 1457 (BASENAME##5, 0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); 1458 1459#define STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1460 STORE_ROW_PARTIAL_6(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1461 VSTORE_PARTIAL(N0, STORE_N0) \ 1462 (BASENAME##6, 0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); 1463 1464#define STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1465 STORE_ROW_PARTIAL_7(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1466 VSTORE_PARTIAL(N0, STORE_N0) \ 1467 (BASENAME##7, 0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); 1468 1469#define STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1470 STORE_ROW_PARTIAL_8(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1471 VSTORE_PARTIAL(N0, STORE_N0) \ 1472 (BASENAME##8, 0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); 1473 1474#define STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1475 STORE_ROW_PARTIAL_9(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1476 VSTORE_PARTIAL(N0, STORE_N0) \ 1477 (BASENAME##9, 0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); 1478 1479#define STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1480 STORE_ROW_PARTIAL_10(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1481 VSTORE_PARTIAL(N0, STORE_N0) \ 1482 (BASENAME##A, 0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); 1483 1484#define STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1485 STORE_ROW_PARTIAL_11(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1486 VSTORE_PARTIAL(N0, STORE_N0) \ 1487 (BASENAME##B, 0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); 1488 1489#define STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1490 STORE_ROW_PARTIAL_12(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1491 VSTORE_PARTIAL(N0, STORE_N0) \ 1492 (BASENAME##C, 0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); 1493 1494#define STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1495 STORE_ROW_PARTIAL_13(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1496 VSTORE_PARTIAL(N0, STORE_N0) \ 1497 (BASENAME##D, 0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); 1498 1499#define STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1500 STORE_ROW_PARTIAL_14(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1501 VSTORE_PARTIAL(N0, STORE_N0) \ 1502 (BASENAME##E, 0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); 1503 1504#define STORE_ROW_PARTIAL_16(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1505 STORE_ROW_PARTIAL_15(N0, STORE_N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) \ 1506 VSTORE_PARTIAL(N0, STORE_N0) \ 1507 (BASENAME##F, 0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); 1508 1509 1510 1511#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) 1512#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) 1513 1514#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) \ 1515 if(!(PARTIAL_COND_X) && !(PARTIAL_COND_Y)) \ 1516 { \ 1517 STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1518 } \ 1519 else if((PARTIAL_COND_Y) && !(PARTIAL_COND_X)) \ 1520 { \ 1521 STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1522 } \ 1523 else if(!(PARTIAL_COND_Y) && (PARTIAL_COND_X)) \ 1524 { \ 1525 STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1526 } \ 1527 else \ 1528 { \ 1529 STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1530 } 1531 1532#define STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X) \ 1533 if(!(PARTIAL_COND_X)) \ 1534 { \ 1535 STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1536 } \ 1537 else \ 1538 { \ 1539 STORE_BLOCK_PARTIAL(M0, PARTIAL_STORE_N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1540 } 1541 1542#define STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y) \ 1543 if(!(PARTIAL_COND_Y)) \ 1544 { \ 1545 STORE_BLOCK_PARTIAL(M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1546 } \ 1547 else \ 1548 { \ 1549 STORE_BLOCK_PARTIAL(PARTIAL_STORE_M0, N0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z); \ 1550 } 1551 1552 1553#if defined(PARTIAL_STORE_M0) && defined(PARTIAL_STORE_N0) 1554 1555 1556#if PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 == 0 1557 1558#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) \ 1559 STORE_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) 1560 1561#elif PARTIAL_STORE_M0 > 0 && PARTIAL_STORE_N0 == 0 1562 1563#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) \ 1564 STORE_BLOCK_PARTIAL_IN_Y(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_M0, PARTIAL_COND_Y) 1565 1566#elif PARTIAL_STORE_M0 == 0 && PARTIAL_STORE_N0 > 0 1567 1568#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) \ 1569 STORE_BLOCK_PARTIAL_IN_X(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z, PARTIAL_STORE_N0, PARTIAL_COND_X) 1570 1571#else 1572 1573#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) \ 1574 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) 1575 1576#endif 1577 1578#endif 1579 1580 1581#if defined(PARTIAL_STORE_M0) 1582 1583#define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \ 1584 ((uint)(max(0, (int)(y * M0) - (int)((M0 - PARTIAL_STORE_M0) % M0)))) 1585#else 1586#define COMPUTE_M0_START_ROW(y, M0, PARTIAL_STORE_M0) \ 1587 ((uint)(y * M0)) 1588#endif 1589 1590 1591 1592#define STORE_VECTOR_SELECT(basename, data_type, ptr, vec_size, leftover, cond) \ 1593 STORE_BLOCK_PARTIAL_IN_X(1, vec_size, data_type, basename, ptr, 0, 0, leftover, cond) 1594 1595 1596#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) 1597#pragma OPENCL EXTENSION cl_khr_fp16 : enable 1598#endif 1599 1600#if defined(ARM_COMPUTE_OPENCL_DOT8_ENABLED) && defined(cl_arm_integer_dot_product_int8) 1601#pragma OPENCL EXTENSION cl_arm_integer_dot_product_int8 : enable 1602#endif 1603 1604#if defined(ARM_COMPUTE_OPENCL_DOT8_ACC_ENABLED) && defined(cl_arm_integer_dot_product_accumulate_int8) 1605#pragma OPENCL EXTENSION cl_arm_integer_dot_product_accumulate_int8 : enable 1606#endif 1607 1608#if defined(ARM_COMPUTE_DEBUG_ENABLED) && defined(cl_arm_printf) 1609#pragma OPENCL EXTENSION cl_arm_printf : enable 1610#endif 1611 1612#define GPU_ARCH_MIDGARD 0x100 1613#define GPU_ARCH_BIFROST 0x200 1614#define GPU_ARCH_VALHALL 0x300 1615 1616 1617#define CONCAT(a, b) a##b 1618 1619 1620#define EXPAND(x) x 1621 1622 1623#define CLAMP(x, min_val, max_val) min(max(x, min_val), max_val) 1624 1625 1626#define REV1(x) ((x)) 1627#define REV2(x) ((x).s10) 1628#define REV3(x) ((x).s210) 1629#define REV4(x) ((x).s3210) 1630#define REV8(x) ((x).s76543210) 1631#define REV16(x) ((x).sFEDCBA9876543210) 1632 1633 1634 1635#define REVERSE_STR(x, s) REV##s((x)) 1636#define REVERSE(x, s) REVERSE_STR(x, s) 1637 1638 1639 1640#define ROT1_0(x) ((x)) 1641#define ROT1_1(x) ((x)) 1642 1643#define ROT2_0(x) ((x)) 1644#define ROT2_1(x) ((x).s10) 1645#define ROT2_2(x) ((x)) 1646 1647#define ROT3_0(x) ((x)) 1648#define ROT3_1(x) ((x).s201) 1649#define ROT3_2(x) ((x).s120) 1650#define ROT3_3(x) ((x)) 1651 1652#define ROT4_0(x) ((x)) 1653#define ROT4_1(x) ((x).s3012) 1654#define ROT4_2(x) ((x).s2301) 1655#define ROT4_3(x) ((x).s1230) 1656#define ROT4_4(x) ((x)) 1657 1658#define ROT8_0(x) ((x)) 1659#define ROT8_1(x) ((x).s70123456) 1660#define ROT8_2(x) ((x).s67012345) 1661#define ROT8_3(x) ((x).s56701234) 1662#define ROT8_4(x) ((x).s45670123) 1663#define ROT8_5(x) ((x).s34567012) 1664#define ROT8_6(x) ((x).s23456701) 1665#define ROT8_7(x) ((x).s12345670) 1666#define ROT8_8(x) ((x)) 1667 1668#define ROT16_0(x) ((x)) 1669#define ROT16_1(x) ((x).sF0123456789ABCDE) 1670#define ROT16_2(x) ((x).sEF0123456789ABCD) 1671#define ROT16_3(x) ((x).sDEF0123456789ABC) 1672#define ROT16_4(x) ((x).sCDEF0123456789AB) 1673#define ROT16_5(x) ((x).sBCDEF0123456789A) 1674#define ROT16_6(x) ((x).sABCDEF0123456789) 1675#define ROT16_7(x) ((x).s9ABCDEF012345678) 1676#define ROT16_8(x) ((x).s89ABCDEF01234567) 1677#define ROT16_9(x) ((x).s789ABCDEF0123456) 1678#define ROT16_10(x) ((x).s6789ABCDEF012345) 1679#define ROT16_11(x) ((x).s56789ABCDEF01234) 1680#define ROT16_12(x) ((x).s456789ABCDEF0123) 1681#define ROT16_13(x) ((x).s3456789ABCDEF012) 1682#define ROT16_14(x) ((x).s23456789ABCDEF01) 1683#define ROT16_15(x) ((x).s123456789ABCDEF0) 1684#define ROT16_16(x) ((x)) 1685 1686 1687 1688#define ROTATE_STR(x, s, n) ROT##s##_##n(x) 1689#define ROTATE(x, s, n) ROTATE_STR(x, s, n) 1690 1691 1692 1693#define V_OFFS1(dt) (dt##1)(0) 1694#define V_OFFS2(dt) (dt##2)(0, 1) 1695#define V_OFFS3(dt) (dt##3)(0, 1, 2) 1696#define V_OFFS4(dt) (dt##4)(0, 1, 2, 3) 1697#define V_OFFS8(dt) (dt##8)(0, 1, 2, 3, 4, 5, 6, 7) 1698#define V_OFFS16(dt) (dt##16)(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15) 1699 1700 1701 1702#define VEC_OFFS_STR(dt, s) V_OFFS##s(dt) 1703#define VEC_OFFS(dt, s) VEC_OFFS_STR(dt, s) 1704 1705 1706#define VLOAD_STR(size) vload##size 1707#define VLOAD(size) VLOAD_STR(size) 1708 1709 1710#define VLOAD_PARTIAL_STR(size, load_size) vload_partial_##size##_##load_size 1711#define VLOAD_PARTIAL(size, load_size) VLOAD_PARTIAL_STR(size, load_size) 1712 1713#define NO_LOAD(data, offs, ptr) \ 1714 { \ 1715 } 1716 1717 1718#define vload_partial_1_0 NO_LOAD 1719#define vload_partial_1_1 vload1 1720#define vload_partial_1_2 NO_LOAD 1721#define vload_partial_1_3 NO_LOAD 1722#define vload_partial_1_4 NO_LOAD 1723#define vload_partial_1_5 NO_LOAD 1724#define vload_partial_1_6 NO_LOAD 1725#define vload_partial_1_7 NO_LOAD 1726#define vload_partial_1_8 NO_LOAD 1727#define vload_partial_1_9 NO_LOAD 1728#define vload_partial_1_10 NO_LOAD 1729#define vload_partial_1_11 NO_LOAD 1730#define vload_partial_1_12 NO_LOAD 1731#define vload_partial_1_13 NO_LOAD 1732#define vload_partial_1_14 NO_LOAD 1733#define vload_partial_1_15 NO_LOAD 1734#define vload_partial_1_16 NO_LOAD 1735 1736#define vload_partial_2_0 NO_LOAD 1737#define vload_partial_2_1 vload_partial_1 1738#define vload_partial_2_2 vload_partial_2 1739#define vload_partial_2_3 NO_LOAD 1740#define vload_partial_2_4 NO_LOAD 1741#define vload_partial_2_5 NO_LOAD 1742#define vload_partial_2_6 NO_LOAD 1743#define vload_partial_2_7 NO_LOAD 1744#define vload_partial_2_8 NO_LOAD 1745#define vload_partial_2_9 NO_LOAD 1746#define vload_partial_2_10 NO_LOAD 1747#define vload_partial_2_11 NO_LOAD 1748#define vload_partial_2_12 NO_LOAD 1749#define vload_partial_2_13 NO_LOAD 1750#define vload_partial_2_14 NO_LOAD 1751#define vload_partial_2_15 NO_LOAD 1752#define vload_partial_2_16 NO_LOAD 1753 1754#define vload_partial_3_0 NO_LOAD 1755#define vload_partial_3_1 vload_partial_1 1756#define vload_partial_3_2 vload_partial_2 1757#define vload_partial_3_3 vload_partial_3 1758#define vload_partial_3_4 NO_LOAD 1759#define vload_partial_3_5 NO_LOAD 1760#define vload_partial_3_6 NO_LOAD 1761#define vload_partial_3_7 NO_LOAD 1762#define vload_partial_3_8 NO_LOAD 1763#define vload_partial_3_9 NO_LOAD 1764#define vload_partial_3_10 NO_LOAD 1765#define vload_partial_3_11 NO_LOAD 1766#define vload_partial_3_12 NO_LOAD 1767#define vload_partial_3_13 NO_LOAD 1768#define vload_partial_3_14 NO_LOAD 1769#define vload_partial_3_15 NO_LOAD 1770#define vload_partial_3_16 NO_LOAD 1771 1772#define vload_partial_4_0 NO_LOAD 1773#define vload_partial_4_1 vload_partial_1 1774#define vload_partial_4_2 vload_partial_2 1775#define vload_partial_4_3 vload_partial_3 1776#define vload_partial_4_4 vload_partial_4 1777#define vload_partial_4_5 NO_LOAD 1778#define vload_partial_4_6 NO_LOAD 1779#define vload_partial_4_7 NO_LOAD 1780#define vload_partial_4_8 NO_LOAD 1781#define vload_partial_4_9 NO_LOAD 1782#define vload_partial_4_10 NO_LOAD 1783#define vload_partial_4_11 NO_LOAD 1784#define vload_partial_4_12 NO_LOAD 1785#define vload_partial_4_13 NO_LOAD 1786#define vload_partial_4_14 NO_LOAD 1787#define vload_partial_4_15 NO_LOAD 1788#define vload_partial_4_16 NO_LOAD 1789 1790#define vload_partial_8_0 NO_LOAD 1791#define vload_partial_8_1 vload_partial_1 1792#define vload_partial_8_2 vload_partial_2 1793#define vload_partial_8_3 vload_partial_3 1794#define vload_partial_8_4 vload_partial_4 1795#define vload_partial_8_5 vload_partial_5 1796#define vload_partial_8_6 vload_partial_6 1797#define vload_partial_8_7 vload_partial_7 1798#define vload_partial_8_8 vload_partial_8 1799#define vload_partial_8_9 NO_LOAD 1800#define vload_partial_8_10 NO_LOAD 1801#define vload_partial_8_11 NO_LOAD 1802#define vload_partial_8_12 NO_LOAD 1803#define vload_partial_8_13 NO_LOAD 1804#define vload_partial_8_14 NO_LOAD 1805#define vload_partial_8_15 NO_LOAD 1806#define vload_partial_8_16 NO_LOAD 1807 1808#define vload_partial_16_0 NO_LOAD 1809#define vload_partial_16_1 vload_partial_1 1810#define vload_partial_16_2 vload_partial_2 1811#define vload_partial_16_3 vload_partial_3 1812#define vload_partial_16_4 vload_partial_4 1813#define vload_partial_16_5 vload_partial_5 1814#define vload_partial_16_6 vload_partial_6 1815#define vload_partial_16_7 vload_partial_7 1816#define vload_partial_16_8 vload_partial_8 1817#define vload_partial_16_9 vload_partial_9 1818#define vload_partial_16_10 vload_partial_10 1819#define vload_partial_16_11 vload_partial_11 1820#define vload_partial_16_12 vload_partial_12 1821#define vload_partial_16_13 vload_partial_13 1822#define vload_partial_16_14 vload_partial_14 1823#define vload_partial_16_15 vload_partial_15 1824#define vload_partial_16_16 vload_partial_16 1825 1826 1827#define vload_partial_1(DATA, OFFSET, PTR) \ 1828 DATA.s0 = vload1(OFFSET, PTR); 1829 1830#define vload_partial_2(DATA, OFFSET, PTR) \ 1831 DATA.s01 = vload2(OFFSET, PTR); 1832 1833#define vload_partial_3(DATA, OFFSET, PTR) \ 1834 DATA.s012 = vload3(OFFSET, PTR); 1835 1836#define vload_partial_4(DATA, OFFSET, PTR) \ 1837 DATA.s0123 = vload4(OFFSET, PTR); 1838 1839#define vload_partial_5(DATA, OFFSET, PTR) \ 1840 vload_partial_4(DATA.s0123, OFFSET, PTR); \ 1841 DATA.s4 = vload1(OFFSET, PTR + 4); 1842 1843#define vload_partial_6(DATA, OFFSET, PTR) \ 1844 vload_partial_4(DATA.s0123, OFFSET, PTR); \ 1845 vload_partial_2(DATA.s45, OFFSET, PTR + 4); 1846 1847#define vload_partial_7(DATA, OFFSET, PTR) \ 1848 vload_partial_4(DATA.s0123, OFFSET, PTR); \ 1849 vload_partial_3(DATA.s456, OFFSET, PTR + 4); 1850 1851#define vload_partial_8(DATA, OFFSET, PTR) \ 1852 DATA.s01234567 = vload8(OFFSET, PTR); 1853 1854#define vload_partial_9(DATA, OFFSET, PTR) \ 1855 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1856 DATA.s8 = vload1(OFFSET, PTR + 8); 1857 1858#define vload_partial_10(DATA, OFFSET, PTR) \ 1859 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1860 vload_partial_2(DATA.s89, OFFSET, PTR + 8); 1861 1862#define vload_partial_11(DATA, OFFSET, PTR) \ 1863 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1864 vload_partial_3(DATA.s89A, OFFSET, PTR + 8); 1865 1866#define vload_partial_12(DATA, OFFSET, PTR) \ 1867 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1868 vload_partial_4(DATA.s89AB, OFFSET, PTR + 8); 1869 1870#define vload_partial_13(DATA, OFFSET, PTR) \ 1871 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1872 vload_partial_5(DATA.s89ABCDEF, OFFSET, PTR + 8); 1873 1874#define vload_partial_14(DATA, OFFSET, PTR) \ 1875 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1876 vload_partial_6(DATA.s89ABCDEF, OFFSET, PTR + 8); 1877 1878#define vload_partial_15(DATA, OFFSET, PTR) \ 1879 vload_partial_8(DATA.s01234567, OFFSET, PTR); \ 1880 vload_partial_7(DATA.s89ABCDEF, OFFSET, PTR + 8); 1881 1882#define vload_partial_16(DATA, OFFSET, PTR) \ 1883 DATA = vload16(OFFSET, PTR); 1884 1885 1886 1887#define PIXEL_UNIT4 1 1888#define PIXEL_UNIT8 2 1889#define PIXEL_UNIT16 4 1890 1891 1892#define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size) PIXEL_UNIT##vec_size 1893#define CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT(vec_size) CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT_STR(vec_size) 1894 1895 1896#define read_image2d_floatx1(img, x_coord, y_coord) (float4)(read_imagef(img, (int2)(x_coord, y_coord))); 1897#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))); 1898#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))); 1899 1900#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) 1901#define read_image2d_halfx1(img, x_coord, y_coord) (half4)(read_imageh(img, (int2)(x_coord, y_coord))); 1902#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))); 1903#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))); 1904#endif 1905 1906#define write_image2d_floatx1(img, x_coord, y_coord, values) (write_imagef(img, (int2)(x_coord, y_coord), values)); 1907#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)); 1908#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)); 1909 1910#if defined(ARM_COMPUTE_OPENCL_FP16_ENABLED) && defined(cl_khr_fp16) 1911#define write_image2d_halfx1(img, x_coord, y_coord, values) (write_imageh(img, (int2)(x_coord, y_coord), values)); 1912#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)); 1913#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)); 1914#endif 1915 1916 1917#define READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord) read_image2d_##data_type##x##n0(img, x_coord, y_coord) 1918#define READ_IMAGE2D(data_type, n0, img, x_coord, y_coord) READ_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord) 1919 1920 1921#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) 1922#define WRITE_IMAGE2D(data_type, n0, img, x_coord, y_coord, values) WRITE_IMAGE2D_STR(data_type, n0, img, x_coord, y_coord, values) 1923 1924#define VSTORE_STR(size) vstore##size 1925#define VSTORE(size) VSTORE_STR(size) 1926 1927#define float1 float 1928#define half1 half 1929#define char1 char 1930#define uchar1 uchar 1931#define short1 short 1932#define ushort1 ushort 1933#define int1 int 1934#define uint1 uint 1935#define long1 long 1936#define ulong1 ulong 1937#define double1 double 1938 1939#define vload1(OFFSET, PTR) *(OFFSET + PTR) 1940#define vstore1(DATA, OFFSET, PTR) *(OFFSET + PTR) = DATA 1941 1942 1943#define VSTORE_PARTIAL_STR(size, store_size) vstore_partial_##size##_##store_size 1944#define VSTORE_PARTIAL(size, store_size) VSTORE_PARTIAL_STR(size, store_size) 1945 1946#define NO_STORE(data, offs, ptr) \ 1947 { \ 1948 } 1949 1950 1951#define vstore_partial_1_0 NO_STORE 1952#define vstore_partial_1_1 vstore1 1953#define vstore_partial_1_2 NO_STORE 1954#define vstore_partial_1_3 NO_STORE 1955#define vstore_partial_1_4 NO_STORE 1956#define vstore_partial_1_5 NO_STORE 1957#define vstore_partial_1_6 NO_STORE 1958#define vstore_partial_1_7 NO_STORE 1959#define vstore_partial_1_8 NO_STORE 1960#define vstore_partial_1_9 NO_STORE 1961#define vstore_partial_1_10 NO_STORE 1962#define vstore_partial_1_11 NO_STORE 1963#define vstore_partial_1_12 NO_STORE 1964#define vstore_partial_1_13 NO_STORE 1965#define vstore_partial_1_14 NO_STORE 1966#define vstore_partial_1_15 NO_STORE 1967#define vstore_partial_1_16 NO_STORE 1968 1969#define vstore_partial_2_0 NO_STORE 1970#define vstore_partial_2_1 vstore_partial_1 1971#define vstore_partial_2_2 vstore_partial_2 1972#define vstore_partial_2_3 NO_STORE 1973#define vstore_partial_2_4 NO_STORE 1974#define vstore_partial_2_5 NO_STORE 1975#define vstore_partial_2_6 NO_STORE 1976#define vstore_partial_2_7 NO_STORE 1977#define vstore_partial_2_8 NO_STORE 1978#define vstore_partial_2_9 NO_STORE 1979#define vstore_partial_2_10 NO_STORE 1980#define vstore_partial_2_11 NO_STORE 1981#define vstore_partial_2_12 NO_STORE 1982#define vstore_partial_2_13 NO_STORE 1983#define vstore_partial_2_14 NO_STORE 1984#define vstore_partial_2_15 NO_STORE 1985#define vstore_partial_2_16 NO_STORE 1986 1987#define vstore_partial_3_0 NO_STORE 1988#define vstore_partial_3_1 vstore_partial_1 1989#define vstore_partial_3_2 vstore_partial_2 1990#define vstore_partial_3_3 vstore_partial_3 1991#define vstore_partial_3_4 NO_STORE 1992#define vstore_partial_3_5 NO_STORE 1993#define vstore_partial_3_6 NO_STORE 1994#define vstore_partial_3_7 NO_STORE 1995#define vstore_partial_3_8 NO_STORE 1996#define vstore_partial_3_9 NO_STORE 1997#define vstore_partial_3_10 NO_STORE 1998#define vstore_partial_3_11 NO_STORE 1999#define vstore_partial_3_12 NO_STORE 2000#define vstore_partial_3_13 NO_STORE 2001#define vstore_partial_3_14 NO_STORE 2002#define vstore_partial_3_15 NO_STORE 2003#define vstore_partial_3_16 NO_STORE 2004 2005#define vstore_partial_4_0 NO_STORE 2006#define vstore_partial_4_1 vstore_partial_1 2007#define vstore_partial_4_2 vstore_partial_2 2008#define vstore_partial_4_3 vstore_partial_3 2009#define vstore_partial_4_4 vstore_partial_4 2010#define vstore_partial_4_5 NO_STORE 2011#define vstore_partial_4_6 NO_STORE 2012#define vstore_partial_4_7 NO_STORE 2013#define vstore_partial_4_8 NO_STORE 2014#define vstore_partial_4_9 NO_STORE 2015#define vstore_partial_4_10 NO_STORE 2016#define vstore_partial_4_11 NO_STORE 2017#define vstore_partial_4_12 NO_STORE 2018#define vstore_partial_4_13 NO_STORE 2019#define vstore_partial_4_14 NO_STORE 2020#define vstore_partial_4_15 NO_STORE 2021#define vstore_partial_4_16 NO_STORE 2022 2023#define vstore_partial_8_0 NO_STORE 2024#define vstore_partial_8_1 vstore_partial_1 2025#define vstore_partial_8_2 vstore_partial_2 2026#define vstore_partial_8_3 vstore_partial_3 2027#define vstore_partial_8_4 vstore_partial_4 2028#define vstore_partial_8_5 vstore_partial_5 2029#define vstore_partial_8_6 vstore_partial_6 2030#define vstore_partial_8_7 vstore_partial_7 2031#define vstore_partial_8_8 vstore_partial_8 2032#define vstore_partial_8_9 NO_STORE 2033#define vstore_partial_8_10 NO_STORE 2034#define vstore_partial_8_11 NO_STORE 2035#define vstore_partial_8_12 NO_STORE 2036#define vstore_partial_8_13 NO_STORE 2037#define vstore_partial_8_14 NO_STORE 2038#define vstore_partial_8_15 NO_STORE 2039#define vstore_partial_8_16 NO_STORE 2040 2041#define vstore_partial_16_0 NO_STORE 2042#define vstore_partial_16_1 vstore_partial_1 2043#define vstore_partial_16_2 vstore_partial_2 2044#define vstore_partial_16_3 vstore_partial_3 2045#define vstore_partial_16_4 vstore_partial_4 2046#define vstore_partial_16_5 vstore_partial_5 2047#define vstore_partial_16_6 vstore_partial_6 2048#define vstore_partial_16_7 vstore_partial_7 2049#define vstore_partial_16_8 vstore_partial_8 2050#define vstore_partial_16_9 vstore_partial_9 2051#define vstore_partial_16_10 vstore_partial_10 2052#define vstore_partial_16_11 vstore_partial_11 2053#define vstore_partial_16_12 vstore_partial_12 2054#define vstore_partial_16_13 vstore_partial_13 2055#define vstore_partial_16_14 vstore_partial_14 2056#define vstore_partial_16_15 vstore_partial_15 2057#define vstore_partial_16_16 vstore_partial_16 2058 2059 2060#define vstore_partial_1(DATA, OFFSET, PTR) \ 2061 vstore1(DATA.s0, OFFSET, PTR); 2062 2063#define vstore_partial_2(DATA, OFFSET, PTR) \ 2064 vstore2(DATA.s01, OFFSET, PTR); 2065 2066#define vstore_partial_3(DATA, OFFSET, PTR) \ 2067 vstore3(DATA.s012, OFFSET, PTR); 2068 2069#define vstore_partial_4(DATA, OFFSET, PTR) \ 2070 vstore4(DATA.s0123, OFFSET, PTR); 2071 2072#define vstore_partial_5(DATA, OFFSET, PTR) \ 2073 vstore_partial_4(DATA.s0123, OFFSET, PTR); \ 2074 vstore1(DATA.s4, OFFSET, PTR + 4); 2075 2076#define vstore_partial_6(DATA, OFFSET, PTR) \ 2077 vstore_partial_4(DATA.s0123, OFFSET, PTR); \ 2078 vstore_partial_2(DATA.s45, OFFSET, PTR + 4); 2079 2080#define vstore_partial_7(DATA, OFFSET, PTR) \ 2081 vstore_partial_4(DATA.s0123, OFFSET, PTR); \ 2082 vstore_partial_3(DATA.s456, OFFSET, PTR + 4); 2083 2084#define vstore_partial_8(DATA, OFFSET, PTR) \ 2085 vstore8(DATA.s01234567, OFFSET, PTR); 2086 2087#define vstore_partial_9(DATA, OFFSET, PTR) \ 2088 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2089 vstore1(DATA.s8, OFFSET, PTR + 8); 2090 2091#define vstore_partial_10(DATA, OFFSET, PTR) \ 2092 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2093 vstore_partial_2(DATA.s89, OFFSET, PTR + 8); 2094 2095#define vstore_partial_11(DATA, OFFSET, PTR) \ 2096 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2097 vstore_partial_3(DATA.s89a, OFFSET, PTR + 8); 2098 2099#define vstore_partial_12(DATA, OFFSET, PTR) \ 2100 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2101 vstore_partial_4(DATA.s89ab, OFFSET, PTR + 8); 2102 2103#define vstore_partial_13(DATA, OFFSET, PTR) \ 2104 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2105 vstore_partial_5(DATA.s89abcdef, OFFSET, PTR + 8); 2106 2107#define vstore_partial_14(DATA, OFFSET, PTR) \ 2108 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2109 vstore_partial_6(DATA.s89abcdef, OFFSET, PTR + 8); 2110 2111#define vstore_partial_15(DATA, OFFSET, PTR) \ 2112 vstore_partial_8(DATA.s01234567, OFFSET, PTR); \ 2113 vstore_partial_7(DATA.s89abcdef, OFFSET, PTR + 8); 2114 2115#define vstore_partial_16(DATA, OFFSET, PTR) \ 2116 vstore16(DATA, OFFSET, PTR); 2117 2118 2119 2120 2121 2122#define convert_float_sat convert_float 2123#define convert_float1_sat convert_float 2124#define convert_float2_sat convert_float2 2125#define convert_float3_sat convert_float3 2126#define convert_float4_sat convert_float4 2127#define convert_float8_sat convert_float8 2128#define convert_float16_sat convert_float16 2129#define convert_half_sat convert_float 2130#define convert_half1_sat convert_half 2131#define convert_half2_sat convert_half2 2132#define convert_half3_sat convert_half3 2133#define convert_half4_sat convert_half4 2134#define convert_half8_sat convert_half8 2135#define convert_half16_sat convert_half16 2136 2137#define convert_float1 convert_float 2138#define convert_half1 convert_half 2139#define convert_char1 convert_char 2140#define convert_uchar1 convert_uchar 2141#define convert_short1 convert_short 2142#define convert_ushort1 convert_ushort 2143#define convert_int1 convert_int 2144#define convert_uint1 convert_uint 2145#define convert_long1 convert_long 2146#define convert_ulong1 convert_ulong 2147#define convert_double1 convert_double 2148 2149#define convert_char1_sat convert_char_sat 2150#define convert_uchar1_sat convert_uchar_sat 2151#define convert_uchar2_sat convert_uchar2_sat 2152#define convert_uchar3_sat convert_uchar3_sat 2153#define convert_uchar4_sat convert_uchar4_sat 2154#define convert_uchar8_sat convert_uchar8_sat 2155#define convert_uchar16_sat convert_uchar16_sat 2156#define convert_short1_sat convert_short_sat 2157#define convert_ushort1_sat convert_ushort_sat 2158#define convert_int1_sat convert_int_sat 2159#define convert_uint1_sat convert_uint_sat 2160#define convert_long1_sat convert_long_sat 2161#define convert_ulong1_sat convert_ulong_sat 2162#define convert_double1_sat convert_double_sat 2163 2164#define VEC_DATA_TYPE_STR(type, size) type##size 2165#define VEC_DATA_TYPE(type, size) VEC_DATA_TYPE_STR(type, size) 2166 2167#define CONVERT_STR(x, type) (convert_##type((x))) 2168#define CONVERT(x, type) CONVERT_STR(x, type) 2169 2170#define CONVERT_SAT_STR(x, type) (convert_##type##_sat((x))) 2171#define CONVERT_SAT(x, type) CONVERT_SAT_STR(x, type) 2172 2173#define CONVERT_SAT_ROUND_STR(x, type, round) (convert_##type##_sat_##round((x))) 2174#define CONVERT_SAT_ROUND(x, type, round) CONVERT_SAT_ROUND_STR(x, type, round) 2175 2176#define select_vec_dt_uchar(size) uchar##size 2177#define select_vec_dt_char(size) char##size 2178#define select_vec_dt_ushort(size) ushort##size 2179#define select_vec_dt_short(size) short##size 2180#define select_vec_dt_half(size) short##size 2181#define select_vec_dt_uint(size) uint##size 2182#define select_vec_dt_int(size) int##size 2183#define select_vec_dt_float(size) int##size 2184#define select_vec_dt_ulong(size) ulong##size 2185#define select_vec_dt_long(size) long##size 2186 2187#define SELECT_VEC_DATA_TYPE_STR(type, size) select_vec_dt_##type(size) 2188#define SELECT_VEC_DATA_TYPE(type, size) SELECT_VEC_DATA_TYPE_STR(type, size) 2189#define SELECT_DATA_TYPE(type) SELECT_VEC_DATA_TYPE_STR(type, 1) 2190 2191#define signed_int_vec_dt_uchar(size) char##size 2192#define signed_int_vec_dt_char(size) char##size 2193#define signed_int_vec_dt_ushort(size) short##size 2194#define signed_int_vec_dt_short(size) short##size 2195#define signed_int_vec_dt_half(size) short##size 2196#define signed_int_vec_dt_uint(size) int##size 2197#define signed_int_vec_dt_int(size) int##size 2198#define signed_int_vec_dt_float(size) int##size 2199#define signed_int_vec_dt_ulong(size) long##size 2200#define signed_int_vec_dt_long(size) long##size 2201 2202#define SIGNED_INT_VEC_DATA_TYPE_STR(type, size) signed_int_vec_dt_##type(size) 2203#define SIGNED_INT_VEC_DATA_TYPE(type, size) SIGNED_INT_VEC_DATA_TYPE_STR(type, size) 2204#define SIGNED_INT_DATA_TYPE(type) SIGNED_INT_VEC_DATA_TYPE_STR(type, 1) 2205 2206#define sum_reduce_1(x) (x) 2207#define sum_reduce_2(x) ((x).s0) + ((x).s1) 2208#define sum_reduce_3(x) sum_reduce_2((x).s01) + ((x).s2) 2209#define sum_reduce_4(x) sum_reduce_2((x).s01) + sum_reduce_2((x).s23) 2210#define sum_reduce_8(x) sum_reduce_4((x).s0123) + sum_reduce_4((x).s4567) 2211#define sum_reduce_16(x) sum_reduce_8((x).s01234567) + sum_reduce_8((x).s89ABCDEF) 2212 2213#define SUM_REDUCE_STR(x, size) sum_reduce_##size(x) 2214#define SUM_REDUCE(x, size) SUM_REDUCE_STR(x, size) 2215 2216#define prod_reduce_1(x) (x) 2217#define prod_reduce_2(x) ((x).s0) * ((x).s1) 2218#define prod_reduce_3(x) prod_reduce_2((x).s01) * ((x).s2) 2219#define prod_reduce_4(x) prod_reduce_2((x).s01) * prod_reduce_2((x).s23) 2220#define prod_reduce_8(x) prod_reduce_4((x).s0123) * prod_reduce_4((x).s4567) 2221#define prod_reduce_16(x) prod_reduce_8((x).s01234567) * prod_reduce_8((x).s89ABCDEF) 2222 2223#define PROD_REDUCE_STR(x, size) prod_reduce_##size(x) 2224#define PROD_REDUCE(x, size) PROD_REDUCE_STR(x, size) 2225 2226#define max_reduce_1(x) (x) 2227#define max_reduce_2(x) max(((x).s0), ((x).s1)) 2228#define max_reduce_3(x) max(max_reduce_2((x).s01), ((x).s2)) 2229#define max_reduce_4(x) max(max_reduce_2((x).s01), max_reduce_2((x).s23)) 2230#define max_reduce_8(x) max(max_reduce_4((x).s0123), max_reduce_4((x).s4567)) 2231#define max_reduce_16(x) max(max_reduce_8((x).s01234567), max_reduce_8((x).s89ABCDEF)) 2232 2233#define MAX_REDUCE_STR(x, size) max_reduce_##size(x) 2234#define MAX_REDUCE(x, size) MAX_REDUCE_STR(x, size) 2235 2236#define VECTOR_DECLARATION(name) \ 2237 __global uchar *name##_ptr, \ 2238 uint name##_stride_x, \ 2239 uint name##_step_x, \ 2240 uint name##_offset_first_element_in_bytes 2241 2242#define IMAGE_DECLARATION(name) \ 2243 __global uchar *name##_ptr, \ 2244 uint name##_stride_x, \ 2245 uint name##_step_x, \ 2246 uint name##_stride_y, \ 2247 uint name##_step_y, \ 2248 uint name##_offset_first_element_in_bytes 2249 2250#define TENSOR3D_DECLARATION(name) \ 2251 __global uchar *name##_ptr, \ 2252 uint name##_stride_x, \ 2253 uint name##_step_x, \ 2254 uint name##_stride_y, \ 2255 uint name##_step_y, \ 2256 uint name##_stride_z, \ 2257 uint name##_step_z, \ 2258 uint name##_offset_first_element_in_bytes 2259 2260#define TENSOR4D_DECLARATION(name) \ 2261 __global uchar *name##_ptr, \ 2262 uint name##_stride_x, \ 2263 uint name##_step_x, \ 2264 uint name##_stride_y, \ 2265 uint name##_step_y, \ 2266 uint name##_stride_z, \ 2267 uint name##_step_z, \ 2268 uint name##_stride_w, \ 2269 uint name##_step_w, \ 2270 uint name##_offset_first_element_in_bytes 2271 2272#define TENSOR5D_DECLARATION(name) \ 2273 __global uchar *name##_ptr, \ 2274 uint name##_stride_x, \ 2275 uint name##_step_x, \ 2276 uint name##_stride_y, \ 2277 uint name##_step_y, \ 2278 uint name##_stride_z, \ 2279 uint name##_step_z, \ 2280 uint name##_stride_w, \ 2281 uint name##_step_w, \ 2282 uint name##_stride_v, \ 2283 uint name##_step_v, \ 2284 uint name##_offset_first_element_in_bytes 2285 2286#define CONVERT_TO_VECTOR_STRUCT(name) \ 2287 update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x) 2288 2289#define CONVERT_TO_VECTOR_STRUCT_NO_STEP(name) \ 2290 update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0) 2291 2292#define CONVERT_TO_IMAGE_STRUCT(name) \ 2293 update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y) 2294 2295#define CONVERT_TO_IMAGE_STRUCT_NO_STEP(name) \ 2296 update_image_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0) 2297 2298#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \ 2299 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) 2300 2301#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT_NO_STEP(name) \ 2302 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) 2303 2304#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \ 2305 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) 2306 2307#define CONVERT_TO_TENSOR3D_STRUCT(name) \ 2308 update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ 2309 name##_stride_z, name##_step_z) 2310 2311#define CONVERT_TO_TENSOR3D_STRUCT_NO_STEP(name) \ 2312 update_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, 0, name##_stride_y, 0, name##_stride_z, 0) 2313 2314#define CONVERT_TO_TENSOR4D_STRUCT(name, mod_size) \ 2315 update_tensor4D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ 2316 name##_stride_z, name##_step_z, name##_stride_w, name##_step_w, mod_size) 2317 2318#define CONVERT_TO_TENSOR4D_STRUCT_NO_STEP(name, mod_size) \ 2319 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) 2320 2321#define CONVERT_TO_TENSOR3D_STRUCT_NO_UPDATE_PTR(name) \ 2322 tensor3D_ptr_no_update(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, \ 2323 name##_stride_z, name##_step_z) 2324 2325 2326typedef struct Vector 2327{ 2328 __global uchar *ptr; 2329 int offset_first_element_in_bytes; 2330 int stride_x; 2331} Vector; 2332 2333 2334typedef struct Image 2335{ 2336 __global uchar *ptr; 2337 int offset_first_element_in_bytes; 2338 int stride_x; 2339 int stride_y; 2340} Image; 2341 2342 2343typedef struct Tensor3D 2344{ 2345 __global uchar *ptr; 2346 int offset_first_element_in_bytes; 2347 int stride_x; 2348 int stride_y; 2349 int stride_z; 2350} Tensor3D; 2351 2352 2353typedef struct Tensor4D 2354{ 2355 __global uchar *ptr; 2356 int offset_first_element_in_bytes; 2357 int stride_x; 2358 int stride_y; 2359 int stride_z; 2360 int stride_w; 2361} Tensor4D; 2362 2363 2364inline Vector update_vector_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x) 2365{ 2366 Vector vector = 2367 { 2368 .ptr = ptr, 2369 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2370 .stride_x = stride_x, 2371 }; 2372 vector.ptr += vector.offset_first_element_in_bytes + get_global_id(0) * step_x; 2373 return vector; 2374} 2375 2376 2377inline 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) 2378{ 2379 Image img = 2380 { 2381 .ptr = ptr, 2382 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2383 .stride_x = stride_x, 2384 .stride_y = stride_y 2385 }; 2386 img.ptr += img.offset_first_element_in_bytes + get_global_id(0) * step_x + get_global_id(1) * step_y; 2387 return img; 2388} 2389 2390 2391inline 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) 2392{ 2393 Image img = 2394 { 2395 .ptr = ptr, 2396 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2397 .stride_x = stride_x, 2398 .stride_y = stride_y 2399 }; 2400 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; 2401 return img; 2402} 2403 2404 2405inline 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) 2406{ 2407 Tensor3D tensor = 2408 { 2409 .ptr = ptr, 2410 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2411 .stride_x = stride_x, 2412 .stride_y = stride_y, 2413 .stride_z = stride_z 2414 }; 2415 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; 2416 return tensor; 2417} 2418 2419 2420inline 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) 2421{ 2422 Tensor3D tensor = 2423 { 2424 .ptr = ptr, 2425 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2426 .stride_x = stride_x, 2427 .stride_y = stride_y, 2428 .stride_z = stride_z 2429 }; 2430 return tensor; 2431} 2432 2433inline 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, 2434 uint step_w, 2435 uint mod_size) 2436{ 2437 Tensor4D tensor = 2438 { 2439 .ptr = ptr, 2440 .offset_first_element_in_bytes = offset_first_element_in_bytes, 2441 .stride_x = stride_x, 2442 .stride_y = stride_y, 2443 .stride_z = stride_z, 2444 .stride_w = stride_w 2445 }; 2446 2447 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; 2448 return tensor; 2449} 2450 2451 2452inline __global const uchar *vector_offset(const Vector *vec, int x) 2453{ 2454 return vec->ptr + x * vec->stride_x; 2455} 2456 2457 2458inline __global uchar *offset(const Image *img, int x, int y) 2459{ 2460 return img->ptr + x * img->stride_x + y * img->stride_y; 2461} 2462 2463 2464inline __global const uchar *tensor3D_offset(const Tensor3D *tensor, int x, int y, int z) 2465{ 2466 return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z; 2467} 2468 2469 2470inline __global const uchar *tensor4D_offset(const Tensor4D *tensor, int x, int y, int z, int w) 2471{ 2472 return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + w * tensor->stride_w; 2473} 2474 2475 2476inline __global const uchar *tensor3D_index2ptr(const Tensor3D *tensor, uint width, uint height, uint depth, uint index) 2477{ 2478 uint num_elements = width * height; 2479 2480 const uint z = index / num_elements; 2481 2482 index %= num_elements; 2483 2484 const uint y = index / width; 2485 2486 index %= width; 2487 2488 const uint x = index; 2489 2490 return tensor->ptr + x * tensor->stride_x + y * tensor->stride_y + z * tensor->stride_z + tensor->offset_first_element_in_bytes; 2491} 2492 2493#endif 2494 2495 2496 2497#define REPEAT_3_1(P_X, P_A, P_B, P_C) P_X##_DEF(0, P_A, P_B, P_C) 2498#define REPEAT_3_2(P_X, P_A, P_B, P_C) \ 2499 P_X##_DEF(1, P_A, P_B, P_C); \ 2500 REPEAT_3_1(P_X, P_A, P_B, P_C) 2501#define REPEAT_3_3(P_X, P_A, P_B, P_C) \ 2502 P_X##_DEF(2, P_A, P_B, P_C); \ 2503 REPEAT_3_2(P_X, P_A, P_B, P_C) 2504#define REPEAT_3_4(P_X, P_A, P_B, P_C) \ 2505 P_X##_DEF(3, P_A, P_B, P_C); \ 2506 REPEAT_3_3(P_X, P_A, P_B, P_C) 2507#define REPEAT_3_5(P_X, P_A, P_B, P_C) \ 2508 P_X##_DEF(4, P_A, P_B, P_C); \ 2509 REPEAT_3_4(P_X, P_A, P_B, P_C) 2510#define REPEAT_3_6(P_X, P_A, P_B, P_C) \ 2511 P_X##_DEF(5, P_A, P_B, P_C); \ 2512 REPEAT_3_5(P_X, P_A, P_B, P_C) 2513#define REPEAT_3_7(P_X, P_A, P_B, P_C) \ 2514 P_X##_DEF(6, P_A, P_B, P_C); \ 2515 REPEAT_3_6(P_X, P_A, P_B, P_C) 2516#define REPEAT_3_8(P_X, P_A, P_B, P_C) \ 2517 P_X##_DEF(7, P_A, P_B, P_C); \ 2518 REPEAT_3_7(P_X, P_A, P_B, P_C) 2519#define REPEAT_3_9(P_X, P_A, P_B, P_C) \ 2520 P_X##_DEF(8, P_A, P_B, P_C); \ 2521 REPEAT_3_8(P_X, P_A, P_B, P_C) 2522#define REPEAT_3_10(P_X, P_A, P_B, P_C) \ 2523 P_X##_DEF(9, P_A, P_B, P_C); \ 2524 REPEAT_3_9(P_X, P_A, P_B, P_C) 2525#define REPEAT_3_11(P_X, P_A, P_B, P_C) \ 2526 P_X##_DEF(A, P_A, P_B, P_C); \ 2527 REPEAT_3_10(P_X, P_A, P_B, P_C) 2528#define REPEAT_3_12(P_X, P_A, P_B, P_C) \ 2529 P_X##_DEF(B, P_A, P_B, P_C); \ 2530 REPEAT_3_11(P_X, P_A, P_B, P_C) 2531#define REPEAT_3_13(P_X, P_A, P_B, P_C) \ 2532 P_X##_DEF(C, P_A, P_B, P_C); \ 2533 REPEAT_3_12(P_X, P_A, P_B, P_C) 2534#define REPEAT_3_14(P_X, P_A, P_B, P_C) \ 2535 P_X##_DEF(D, P_A, P_B, P_C); \ 2536 REPEAT_3_13(P_X, P_A, P_B, P_C) 2537#define REPEAT_3_15(P_X, P_A, P_B, P_C) \ 2538 P_X##_DEF(E, P_A, P_B, P_C); \ 2539 REPEAT_3_14(P_X, P_A, P_B, P_C) 2540#define REPEAT_3_16(P_X, P_A, P_B, P_C) \ 2541 P_X##_DEF(F, P_A, P_B, P_C); \ 2542 REPEAT_3_15(P_X, P_A, P_B, P_C) 2543 2544#define REPEAT_DEF_3_N(P_NUM, P_OP, P_A, P_B, P_C) REPEAT_3_##P_NUM(P_OP, P_A, P_B, P_C) 2545#define REPEAT_3_N(P_NUM, P_OP, P_A, P_B, P_C) REPEAT_DEF_3_N(P_NUM, P_OP, P_A, P_B, P_C) 2546 2547 2548#define REPEAT_4_1(P_X, P_A, P_B, P_C, P_D) P_X##_DEF(0, P_A, P_B, P_C, P_D) 2549#define REPEAT_4_2(P_X, P_A, P_B, P_C, P_D) \ 2550 P_X##_DEF(1, P_A, P_B, P_C, P_D); \ 2551 REPEAT_4_1(P_X, P_A, P_B, P_C, P_D) 2552#define REPEAT_4_3(P_X, P_A, P_B, P_C, P_D) \ 2553 P_X##_DEF(2, P_A, P_B, P_C, P_D); \ 2554 REPEAT_4_2(P_X, P_A, P_B, P_C, P_D) 2555#define REPEAT_4_4(P_X, P_A, P_B, P_C, P_D) \ 2556 P_X##_DEF(3, P_A, P_B, P_C, P_D); \ 2557 REPEAT_4_3(P_X, P_A, P_B, P_C, P_D) 2558#define REPEAT_4_5(P_X, P_A, P_B, P_C, P_D) \ 2559 P_X##_DEF(4, P_A, P_B, P_C, P_D); \ 2560 REPEAT_4_4(P_X, P_A, P_B, P_C, P_D) 2561#define REPEAT_4_6(P_X, P_A, P_B, P_C, P_D) \ 2562 P_X##_DEF(5, P_A, P_B, P_C, P_D); \ 2563 REPEAT_4_5(P_X, P_A, P_B, P_C, P_D) 2564#define REPEAT_4_7(P_X, P_A, P_B, P_C, P_D) \ 2565 P_X##_DEF(6, P_A, P_B, P_C, P_D); \ 2566 REPEAT_4_6(P_X, P_A, P_B, P_C, P_D) 2567#define REPEAT_4_8(P_X, P_A, P_B, P_C, P_D) \ 2568 P_X##_DEF(7, P_A, P_B, P_C, P_D); \ 2569 REPEAT_4_7(P_X, P_A, P_B, P_C, P_D) 2570#define REPEAT_4_9(P_X, P_A, P_B, P_C, P_D) \ 2571 P_X##_DEF(8, P_A, P_B, P_C, P_D); \ 2572 REPEAT_4_8(P_X, P_A, P_B, P_C, P_D) 2573#define REPEAT_4_10(P_X, P_A, P_B, P_C, P_D) \ 2574 P_X##_DEF(9, P_A, P_B, P_C, P_D); \ 2575 REPEAT_4_9(P_X, P_A, P_B, P_C, P_D) 2576#define REPEAT_4_11(P_X, P_A, P_B, P_C, P_D) \ 2577 P_X##_DEF(A, P_A, P_B, P_C, P_D); \ 2578 REPEAT_4_10(P_X, P_A, P_B, P_C, P_D) 2579#define REPEAT_4_12(P_X, P_A, P_B, P_C, P_D) \ 2580 P_X##_DEF(B, P_A, P_B, P_C, P_D); \ 2581 REPEAT_4_11(P_X, P_A, P_B, P_C, P_D) 2582#define REPEAT_4_13(P_X, P_A, P_B, P_C, P_D) \ 2583 P_X##_DEF(C, P_A, P_B, P_C, P_D); \ 2584 REPEAT_4_12(P_X, P_A, P_B, P_C, P_D) 2585#define REPEAT_4_14(P_X, P_A, P_B, P_C, P_D) \ 2586 P_X##_DEF(D, P_A, P_B, P_C, P_D); \ 2587 REPEAT_4_13(P_X, P_A, P_B, P_C, P_D) 2588#define REPEAT_4_15(P_X, P_A, P_B, P_C, P_D) \ 2589 P_X##_DEF(E, P_A, P_B, P_C, P_D); \ 2590 REPEAT_4_14(P_X, P_A, P_B, P_C, P_D) 2591#define REPEAT_4_16(P_X, P_A, P_B, P_C, P_D) \ 2592 P_X##_DEF(F, P_A, P_B, P_C, P_D); \ 2593 REPEAT_4_15(P_X, P_A, P_B, P_C, P_D) 2594 2595#define REPEAT_DEF_4_N(P_NUM, P_OP, P_A, P_B, P_C, P_D) REPEAT_4_##P_NUM(P_OP, P_A, P_B, P_C, P_D) 2596#define REPEAT_4_N(P_NUM, P_OP, P_A, P_B, P_C, P_D) REPEAT_DEF_4_N(P_NUM, P_OP, P_A, P_B, P_C, P_D) 2597 2598 2599#define VAR_INIT_TO_CONST_DEF(ID, TYPE, VAR, VAL) TYPE VAR##ID = VAL 2600#define REPEAT_VAR_INIT_TO_CONST(N, TYPE, VAR, VAL) REPEAT_3_N(N, VAR_INIT_TO_CONST, TYPE, VAR, VAL) 2601 2602 2603#define VAR_INIT_CONVERT_DEF(ID, TYPE_OUT, VAR_IN, VAR_OUT) TYPE_OUT VAR_OUT##ID = CONVERT(VAR_IN##ID, TYPE_OUT) 2604#define REPEAT_VAR_INIT_CONVERT(N, TYPE_OUT, VAR_IN, VAR_OUT) REPEAT_3_N(N, VAR_INIT_CONVERT, TYPE_OUT, VAR_IN, VAR_OUT) 2605 2606 2607#define VAR_INIT_CONVERT_SAT_DEF(ID, TYPE_OUT, VAR_IN, VAR_OUT) TYPE_OUT VAR_OUT##ID = CONVERT_SAT(VAR_IN##ID, TYPE_OUT) 2608#define REPEAT_VAR_INIT_CONVERT_SAT(N, TYPE_OUT, VAR_IN, VAR_OUT) REPEAT_3_N(N, VAR_INIT_CONVERT_SAT, TYPE_OUT, VAR_IN, VAR_OUT) 2609 2610 2611#define ADD_CONST_TO_VAR_DEF(ID, TYPE, VAR, VAL) VAR##ID += (TYPE)VAL 2612#define REPEAT_ADD_CONST_TO_VAR(N, TYPE, VAR, VAL) REPEAT_3_N(N, ADD_CONST_TO_VAR, TYPE, VAR, VAL) 2613 2614 2615#define MLA_VAR_WITH_CONST_VEC_DEF(ID, VAR_A, VAR_B, VAL) VAR_A##ID += VAR_B##ID * VAL 2616#define REPEAT_MLA_VAR_WITH_CONST_VEC(N, VAR_A, VAR_B, VAL) REPEAT_3_N(N, MLA_VAR_WITH_CONST_VEC, VAR_A, VAR_B, VAL) 2617 2618 2619#define ADD_VECTOR_TO_VAR_DEF(ID, TYPE, VAR, VEC) VAR##ID += VEC 2620#define REPEAT_ADD_VECTOR_TO_VAR(N, VAR, VEC) REPEAT_3_N(N, ADD_VECTOR_TO_VAR, "", VAR, VEC) 2621 2622 2623#define ADD_TWO_VARS_DEF(ID, TYPE, VAR_A, VAR_B) VAR_A##ID += VAR_B##ID 2624#define REPEAT_ADD_TWO_VARS(N, VAR_A, VAR_B) REPEAT_3_N(N, ADD_TWO_VARS, "", VAR_A, VAR_B) 2625 2626 2627#define MAX_CONST_VAR_DEF(ID, TYPE, VAR, VAL) VAR##ID = max(VAR##ID, (TYPE)VAL) 2628#define REPEAT_MAX_CONST_VAR(N, TYPE, VAR, VAL) REPEAT_3_N(N, MAX_CONST_VAR, TYPE, VAR, VAL) 2629 2630 2631#define MIN_CONST_VAR_DEF(ID, TYPE, VAR, VAL) VAR##ID = min(VAR##ID, (TYPE)VAL) 2632#define REPEAT_MIN_CONST_VAR(N, TYPE, VAR, VAL) REPEAT_3_N(N, MIN_CONST_VAR, TYPE, VAR, VAL) 2633 2634 2635#define ASYMM_MULT_BY_QUANT_MULTIPLIER_GREATER_THAN_ONE_DEF(ID, SIZE, VAR, RES_MUL, RES_SHIFT) VAR##ID = ASYMM_MULT_BY_QUANT_MULTIPLIER_GREATER_THAN_ONE(VAR##ID, RES_MUL, RES_SHIFT, SIZE) 2636#define REPEAT_ASYMM_MULT_BY_QUANT_MULTIPLIER_GREATER_THAN_ONE(N, SIZE, VAR, RES_MUL, RES_SHIFT) REPEAT_4_N(N, ASYMM_MULT_BY_QUANT_MULTIPLIER_GREATER_THAN_ONE, SIZE, VAR, RES_MUL, RES_SHIFT) 2637 2638 2639#define ASYMM_MULT_BY_QUANT_MULTIPLIER_LESS_THAN_ONE_DEF(ID, SIZE, VAR, RES_MUL, RES_SHIFT) VAR##ID = ASYMM_MULT_BY_QUANT_MULTIPLIER_LESS_THAN_ONE(VAR##ID, RES_MUL, RES_SHIFT, SIZE) 2640#define REPEAT_ASYMM_MULT_BY_QUANT_MULTIPLIER_LESS_THAN_ONE(N, SIZE, VAR, RES_MUL, RES_SHIFT) REPEAT_4_N(N, ASYMM_MULT_BY_QUANT_MULTIPLIER_LESS_THAN_ONE, SIZE, VAR, RES_MUL, RES_SHIFT) 2641 2642 2643#define ASYMM_MULT_BY_QUANT_MULTIPLIER_PER_CHANNEL_DEF(ID, SIZE, VAR, RES_MUL, RES_SHIFT) \ 2644 ({ \ 2645 VEC_DATA_TYPE(int, N0) \ 2646 VAR##ID_shift_lt0 = ASYMM_MULT_BY_QUANT_MULTIPLIER_GREATER_THAN_ONE(VAR##ID, RES_MUL, RES_SHIFT, N0); \ 2647 VEC_DATA_TYPE(int, N0) \ 2648 VAR##ID_shift_gt0 = ASYMM_MULT_BY_QUANT_MULTIPLIER_LESS_THAN_ONE(VAR##ID, RES_MUL, RES_SHIFT, N0); \ 2649 VAR##ID = select(VAR##ID_shift_lt0, VAR##ID_shift_gt0, RES_SHIFT >= 0); \ 2650 }) 2651#define REPEAT_ASYMM_MULT_BY_QUANT_MULTIPLIER_PER_CHANNEL(N, SIZE, VAR, RES_MUL, RES_SHIFT) REPEAT_4_N(N, ASYMM_MULT_BY_QUANT_MULTIPLIER_PER_CHANNEL, SIZE, VAR, RES_MUL, RES_SHIFT) 2652 2653#endif 2654 2655#ifndef SRC_CORE_CL_CL_KERNELS_TILE_HELPERS 2656#define SRC_CORE_CL_CL_KERNELS_TILE_HELPERS 2657 2658 2659 2660 2661#define TILE_VECTOR_SIZE1 1 2662#define TILE_VECTOR_SIZE2 2 2663#define TILE_VECTOR_SIZE3 3 2664#define TILE_VECTOR_SIZE4 4 2665#define TILE_VECTOR_SIZE5 8 2666#define TILE_VECTOR_SIZE6 8 2667#define TILE_VECTOR_SIZE7 8 2668#define TILE_VECTOR_SIZE8 8 2669#define TILE_VECTOR_SIZE9 16 2670#define TILE_VECTOR_SIZE10 16 2671#define TILE_VECTOR_SIZE11 16 2672#define TILE_VECTOR_SIZE12 16 2673#define TILE_VECTOR_SIZE13 16 2674#define TILE_VECTOR_SIZE14 16 2675#define TILE_VECTOR_SIZE15 16 2676#define TILE_VECTOR_SIZE16 16 2677 2678#define TILE_VECTOR_TYPE1(DATA_TYPE) DATA_TYPE##1 2679#define TILE_VECTOR_TYPE2(DATA_TYPE) DATA_TYPE##2 2680#define TILE_VECTOR_TYPE3(DATA_TYPE) DATA_TYPE##3 2681#define TILE_VECTOR_TYPE4(DATA_TYPE) DATA_TYPE##4 2682#define TILE_VECTOR_TYPE5(DATA_TYPE) DATA_TYPE##8 2683#define TILE_VECTOR_TYPE6(DATA_TYPE) DATA_TYPE##8 2684#define TILE_VECTOR_TYPE7(DATA_TYPE) DATA_TYPE##8 2685#define TILE_VECTOR_TYPE8(DATA_TYPE) DATA_TYPE##8 2686#define TILE_VECTOR_TYPE9(DATA_TYPE) DATA_TYPE##16 2687#define TILE_VECTOR_TYPE10(DATA_TYPE) DATA_TYPE##16 2688#define TILE_VECTOR_TYPE11(DATA_TYPE) DATA_TYPE##16 2689#define TILE_VECTOR_TYPE12(DATA_TYPE) DATA_TYPE##16 2690#define TILE_VECTOR_TYPE13(DATA_TYPE) DATA_TYPE##16 2691#define TILE_VECTOR_TYPE14(DATA_TYPE) DATA_TYPE##16 2692#define TILE_VECTOR_TYPE15(DATA_TYPE) DATA_TYPE##16 2693#define TILE_VECTOR_TYPE16(DATA_TYPE) DATA_TYPE##16 2694 2695 2696#define TILE(DATA_TYPE, H, W, BASENAME) TILE_STR(DATA_TYPE, H, W, BASENAME) 2697#define TILE_STR(DATA_TYPE, H, W, BASENAME) \ 2698 union { \ 2699 DATA_TYPE s[TILE_VECTOR_SIZE##W]; \ 2700 TILE_VECTOR_TYPE##W(DATA_TYPE) v; \ 2701 } BASENAME[H] 2702 2703#define TENSOR4D_IMAGE(name) \ 2704 __read_only image2d_t name##_img, \ 2705 __global uchar *name##_ptr, \ 2706 uint name##_stride_x, \ 2707 uint name##_step_x, \ 2708 uint name##_stride_y, \ 2709 uint name##_step_y, \ 2710 uint name##_stride_z, \ 2711 uint name##_step_z, \ 2712 uint name##_stride_w, \ 2713 uint name##_step_w, \ 2714 uint name##_offset_first_element_in_bytes 2715 2716#define TENSOR4D_BUFFER(name) \ 2717 __global uchar *name##_ptr, \ 2718 uint name##_stride_x, \ 2719 uint name##_step_x, \ 2720 uint name##_stride_y, \ 2721 uint name##_step_y, \ 2722 uint name##_stride_z, \ 2723 uint name##_step_z, \ 2724 uint name##_stride_w, \ 2725 uint name##_step_w, \ 2726 uint name##_offset_first_element_in_bytes 2727 2728#define TENSOR4D_STR(name, type) TENSOR4D_##type(name) 2729#define TENSOR4D(name, type) TENSOR4D_STR(name, type) 2730 2731#define TENSOR4D_T_IMAGE(name) \ 2732 __read_only image2d_t name##_img, \ 2733 __global uchar *name##_ptr, \ 2734 uint name##_stride_y, \ 2735 uint name##_stride_z, \ 2736 uint name##_stride_w, \ 2737 uint name##_c, \ 2738 uint name##_w, \ 2739 uint name##_h, \ 2740 uint name##_n, \ 2741 uint name##_offset_first_element_in_bytes 2742 2743#define TENSOR4D_T_BUFFER(name) \ 2744 __global uchar *name##_ptr, \ 2745 uint name##_stride_y, \ 2746 uint name##_stride_z, \ 2747 uint name##_stride_w, \ 2748 uint name##_c, \ 2749 uint name##_w, \ 2750 uint name##_h, \ 2751 uint name##_n, \ 2752 uint name##_offset_first_element_in_bytes 2753 2754#define TENSOR4D_T_STR(name, type) TENSOR4D_T_##type(name) 2755 2756 2757#define TENSOR4D_T(name, type) TENSOR4D_T_STR(name, type) 2758 2759#define TENSOR4D_RO_T_IMAGE(name) \ 2760 __read_only image2d_t name##_img, \ 2761 TENSOR4D_T_BUFFER(name) 2762 2763#define TENSOR4D_RO_T_BUFFER(name) TENSOR4D_T_BUFFER(name) 2764 2765#define TENSOR4D_RO_T_STR(name, type) TENSOR4D_RO_T_##type(name) 2766 2767 2768#define TENSOR4D_RO_T(name, type) TENSOR4D_RO_T_STR(name, type) 2769 2770#define TENSOR4D_WO_T_IMAGE(name) \ 2771 __write_only image2d_t name##_img, \ 2772 TENSOR4D_T_BUFFER(name) 2773 2774#define TENSOR4D_WO_T_BUFFER(name) TENSOR4D_T_BUFFER(name) 2775 2776#define TENSOR4D_WO_T_STR(name, type) TENSOR4D_WO_T_##type(name) 2777 2778 2779#define TENSOR4D_WO_T(name, type) TENSOR4D_WO_T_STR(name, type) 2780 2781#define TENSOR3D_T_IMAGE(name) \ 2782 __read_only image2d_t name##_img, \ 2783 __global uchar *name##_ptr, \ 2784 uint name##_stride_y, \ 2785 uint name##_stride_z, \ 2786 uint name##_w, \ 2787 uint name##_h, \ 2788 uint name##_n, \ 2789 uint name##_offset_first_element_in_bytes 2790 2791#define TENSOR3D_T_BUFFER(name) \ 2792 __global uchar *name##_ptr, \ 2793 uint name##_stride_y, \ 2794 uint name##_stride_z, \ 2795 uint name##_w, \ 2796 uint name##_h, \ 2797 uint name##_n, \ 2798 uint name##_offset_first_element_in_bytes 2799 2800#define TENSOR3D_T_STR(name, type) TENSOR3D_T_##type(name) 2801#define TENSOR3D_T(name, type) TENSOR3D_T_STR(name, type) 2802 2803#if !defined(UNROLL_WITH_PRAGMA) 2804#define UNROLL_INCR(idx, step, macro) idx += (step); (macro) 2805 2806#define LOOP_UNROLLING_1(idx, step, macro) (macro) 2807#define LOOP_UNROLLING_2(idx, step, macro) LOOP_UNROLLING_1(idx, step, macro); UNROLL_INCR(idx, step, macro) 2808#define LOOP_UNROLLING_3(idx, step, macro) LOOP_UNROLLING_2(idx, step, macro); UNROLL_INCR(idx, step, macro) 2809#define LOOP_UNROLLING_4(idx, step, macro) LOOP_UNROLLING_3(idx, step, macro); UNROLL_INCR(idx, step, macro) 2810#define LOOP_UNROLLING_5(idx, step, macro) LOOP_UNROLLING_4(idx, step, macro); UNROLL_INCR(idx, step, macro) 2811#define LOOP_UNROLLING_6(idx, step, macro) LOOP_UNROLLING_5(idx, step, macro); UNROLL_INCR(idx, step, macro) 2812#define LOOP_UNROLLING_7(idx, step, macro) LOOP_UNROLLING_6(idx, step, macro); UNROLL_INCR(idx, step, macro) 2813#define LOOP_UNROLLING_8(idx, step, macro) LOOP_UNROLLING_7(idx, step, macro); UNROLL_INCR(idx, step, macro) 2814#define LOOP_UNROLLING_9(idx, step, macro) LOOP_UNROLLING_8(idx, step, macro); UNROLL_INCR(idx, step, macro) 2815#define LOOP_UNROLLING_10(idx, step, macro) LOOP_UNROLLING_9(idx, step, macro); UNROLL_INCR(idx, step, macro) 2816#define LOOP_UNROLLING_11(idx, step, macro) LOOP_UNROLLING_10(idx, step, macro); UNROLL_INCR(idx, step, macro) 2817#define LOOP_UNROLLING_12(idx, step, macro) LOOP_UNROLLING_11(idx, step, macro); UNROLL_INCR(idx, step, macro) 2818#define LOOP_UNROLLING_13(idx, step, macro) LOOP_UNROLLING_12(idx, step, macro); UNROLL_INCR(idx, step, macro) 2819#define LOOP_UNROLLING_14(idx, step, macro) LOOP_UNROLLING_13(idx, step, macro); UNROLL_INCR(idx, step, macro) 2820#define LOOP_UNROLLING_15(idx, step, macro) LOOP_UNROLLING_14(idx, step, macro); UNROLL_INCR(idx, step, macro) 2821#define LOOP_UNROLLING_16(idx, step, macro) LOOP_UNROLLING_15(idx, step, macro); UNROLL_INCR(idx, step, macro) 2822#define LOOP_UNROLLING_17(idx, step, macro) LOOP_UNROLLING_16(idx, step, macro); UNROLL_INCR(idx, step, macro) 2823#define LOOP_UNROLLING_18(idx, step, macro) LOOP_UNROLLING_17(idx, step, macro); UNROLL_INCR(idx, step, macro) 2824#define LOOP_UNROLLING_19(idx, step, macro) LOOP_UNROLLING_18(idx, step, macro); UNROLL_INCR(idx, step, macro) 2825#define LOOP_UNROLLING_20(idx, step, macro) LOOP_UNROLLING_19(idx, step, macro); UNROLL_INCR(idx, step, macro) 2826#define LOOP_UNROLLING_21(idx, step, macro) LOOP_UNROLLING_20(idx, step, macro); UNROLL_INCR(idx, step, macro) 2827#define LOOP_UNROLLING_22(idx, step, macro) LOOP_UNROLLING_21(idx, step, macro); UNROLL_INCR(idx, step, macro) 2828#define LOOP_UNROLLING_23(idx, step, macro) LOOP_UNROLLING_22(idx, step, macro); UNROLL_INCR(idx, step, macro) 2829#define LOOP_UNROLLING_24(idx, step, macro) LOOP_UNROLLING_23(idx, step, macro); UNROLL_INCR(idx, step, macro) 2830#define LOOP_UNROLLING_25(idx, step, macro) LOOP_UNROLLING_24(idx, step, macro); UNROLL_INCR(idx, step, macro) 2831#define LOOP_UNROLLING_26(idx, step, macro) LOOP_UNROLLING_25(idx, step, macro); UNROLL_INCR(idx, step, macro) 2832#define LOOP_UNROLLING_27(idx, step, macro) LOOP_UNROLLING_26(idx, step, macro); UNROLL_INCR(idx, step, macro) 2833#define LOOP_UNROLLING_28(idx, step, macro) LOOP_UNROLLING_27(idx, step, macro); UNROLL_INCR(idx, step, macro) 2834#define LOOP_UNROLLING_29(idx, step, macro) LOOP_UNROLLING_28(idx, step, macro); UNROLL_INCR(idx, step, macro) 2835#define LOOP_UNROLLING_30(idx, step, macro) LOOP_UNROLLING_29(idx, step, macro); UNROLL_INCR(idx, step, macro) 2836#define LOOP_UNROLLING_31(idx, step, macro) LOOP_UNROLLING_30(idx, step, macro); UNROLL_INCR(idx, step, macro) 2837#define LOOP_UNROLLING_32(idx, step, macro) LOOP_UNROLLING_31(idx, step, macro); UNROLL_INCR(idx, step, macro) 2838#define LOOP_UNROLLING_33(idx, step, macro) LOOP_UNROLLING_32(idx, step, macro); UNROLL_INCR(idx, step, macro) 2839#define LOOP_UNROLLING_34(idx, step, macro) LOOP_UNROLLING_33(idx, step, macro); UNROLL_INCR(idx, step, macro) 2840#define LOOP_UNROLLING_35(idx, step, macro) LOOP_UNROLLING_34(idx, step, macro); UNROLL_INCR(idx, step, macro) 2841#define LOOP_UNROLLING_36(idx, step, macro) LOOP_UNROLLING_35(idx, step, macro); UNROLL_INCR(idx, step, macro) 2842#define LOOP_UNROLLING_37(idx, step, macro) LOOP_UNROLLING_36(idx, step, macro); UNROLL_INCR(idx, step, macro) 2843#define LOOP_UNROLLING_38(idx, step, macro) LOOP_UNROLLING_37(idx, step, macro); UNROLL_INCR(idx, step, macro) 2844#define LOOP_UNROLLING_39(idx, step, macro) LOOP_UNROLLING_38(idx, step, macro); UNROLL_INCR(idx, step, macro) 2845#define LOOP_UNROLLING_40(idx, step, macro) LOOP_UNROLLING_39(idx, step, macro); UNROLL_INCR(idx, step, macro) 2846#define LOOP_UNROLLING_41(idx, step, macro) LOOP_UNROLLING_40(idx, step, macro); UNROLL_INCR(idx, step, macro) 2847#define LOOP_UNROLLING_42(idx, step, macro) LOOP_UNROLLING_41(idx, step, macro); UNROLL_INCR(idx, step, macro) 2848#define LOOP_UNROLLING_43(idx, step, macro) LOOP_UNROLLING_42(idx, step, macro); UNROLL_INCR(idx, step, macro) 2849#define LOOP_UNROLLING_44(idx, step, macro) LOOP_UNROLLING_43(idx, step, macro); UNROLL_INCR(idx, step, macro) 2850#define LOOP_UNROLLING_45(idx, step, macro) LOOP_UNROLLING_44(idx, step, macro); UNROLL_INCR(idx, step, macro) 2851#define LOOP_UNROLLING_46(idx, step, macro) LOOP_UNROLLING_45(idx, step, macro); UNROLL_INCR(idx, step, macro) 2852#define LOOP_UNROLLING_47(idx, step, macro) LOOP_UNROLLING_46(idx, step, macro); UNROLL_INCR(idx, step, macro) 2853#define LOOP_UNROLLING_48(idx, step, macro) LOOP_UNROLLING_47(idx, step, macro); UNROLL_INCR(idx, step, macro) 2854#define LOOP_UNROLLING_49(idx, step, macro) LOOP_UNROLLING_48(idx, step, macro); UNROLL_INCR(idx, step, macro) 2855#define LOOP_UNROLLING_50(idx, step, macro) LOOP_UNROLLING_49(idx, step, macro); UNROLL_INCR(idx, step, macro) 2856#define LOOP_UNROLLING_51(idx, step, macro) LOOP_UNROLLING_50(idx, step, macro); UNROLL_INCR(idx, step, macro) 2857#define LOOP_UNROLLING_52(idx, step, macro) LOOP_UNROLLING_51(idx, step, macro); UNROLL_INCR(idx, step, macro) 2858#define LOOP_UNROLLING_53(idx, step, macro) LOOP_UNROLLING_52(idx, step, macro); UNROLL_INCR(idx, step, macro) 2859#define LOOP_UNROLLING_54(idx, step, macro) LOOP_UNROLLING_53(idx, step, macro); UNROLL_INCR(idx, step, macro) 2860#define LOOP_UNROLLING_55(idx, step, macro) LOOP_UNROLLING_54(idx, step, macro); UNROLL_INCR(idx, step, macro) 2861#define LOOP_UNROLLING_56(idx, step, macro) LOOP_UNROLLING_55(idx, step, macro); UNROLL_INCR(idx, step, macro) 2862#define LOOP_UNROLLING_57(idx, step, macro) LOOP_UNROLLING_56(idx, step, macro); UNROLL_INCR(idx, step, macro) 2863#define LOOP_UNROLLING_58(idx, step, macro) LOOP_UNROLLING_57(idx, step, macro); UNROLL_INCR(idx, step, macro) 2864#define LOOP_UNROLLING_59(idx, step, macro) LOOP_UNROLLING_58(idx, step, macro); UNROLL_INCR(idx, step, macro) 2865#define LOOP_UNROLLING_60(idx, step, macro) LOOP_UNROLLING_59(idx, step, macro); UNROLL_INCR(idx, step, macro) 2866#define LOOP_UNROLLING_61(idx, step, macro) LOOP_UNROLLING_60(idx, step, macro); UNROLL_INCR(idx, step, macro) 2867#define LOOP_UNROLLING_62(idx, step, macro) LOOP_UNROLLING_61(idx, step, macro); UNROLL_INCR(idx, step, macro) 2868#define LOOP_UNROLLING_63(idx, step, macro) LOOP_UNROLLING_62(idx, step, macro); UNROLL_INCR(idx, step, macro) 2869#define LOOP_UNROLLING_64(idx, step, macro) LOOP_UNROLLING_63(idx, step, macro); UNROLL_INCR(idx, step, macro) 2870#define LOOP_UNROLLING_65(idx, step, macro) LOOP_UNROLLING_64(idx, step, macro); UNROLL_INCR(idx, step, macro) 2871#define LOOP_UNROLLING_66(idx, step, macro) LOOP_UNROLLING_65(idx, step, macro); UNROLL_INCR(idx, step, macro) 2872#define LOOP_UNROLLING_67(idx, step, macro) LOOP_UNROLLING_66(idx, step, macro); UNROLL_INCR(idx, step, macro) 2873#define LOOP_UNROLLING_68(idx, step, macro) LOOP_UNROLLING_67(idx, step, macro); UNROLL_INCR(idx, step, macro) 2874#define LOOP_UNROLLING_69(idx, step, macro) LOOP_UNROLLING_68(idx, step, macro); UNROLL_INCR(idx, step, macro) 2875#define LOOP_UNROLLING_70(idx, step, macro) LOOP_UNROLLING_69(idx, step, macro); UNROLL_INCR(idx, step, macro) 2876#define LOOP_UNROLLING_71(idx, step, macro) LOOP_UNROLLING_70(idx, step, macro); UNROLL_INCR(idx, step, macro) 2877#define LOOP_UNROLLING_72(idx, step, macro) LOOP_UNROLLING_71(idx, step, macro); UNROLL_INCR(idx, step, macro) 2878#define LOOP_UNROLLING_73(idx, step, macro) LOOP_UNROLLING_72(idx, step, macro); UNROLL_INCR(idx, step, macro) 2879#define LOOP_UNROLLING_74(idx, step, macro) LOOP_UNROLLING_73(idx, step, macro); UNROLL_INCR(idx, step, macro) 2880#define LOOP_UNROLLING_75(idx, step, macro) LOOP_UNROLLING_74(idx, step, macro); UNROLL_INCR(idx, step, macro) 2881#define LOOP_UNROLLING_76(idx, step, macro) LOOP_UNROLLING_75(idx, step, macro); UNROLL_INCR(idx, step, macro) 2882#define LOOP_UNROLLING_77(idx, step, macro) LOOP_UNROLLING_76(idx, step, macro); UNROLL_INCR(idx, step, macro) 2883#define LOOP_UNROLLING_78(idx, step, macro) LOOP_UNROLLING_77(idx, step, macro); UNROLL_INCR(idx, step, macro) 2884#define LOOP_UNROLLING_79(idx, step, macro) LOOP_UNROLLING_78(idx, step, macro); UNROLL_INCR(idx, step, macro) 2885#define LOOP_UNROLLING_80(idx, step, macro) LOOP_UNROLLING_79(idx, step, macro); UNROLL_INCR(idx, step, macro) 2886#define LOOP_UNROLLING_81(idx, step, macro) LOOP_UNROLLING_80(idx, step, macro); UNROLL_INCR(idx, step, macro) 2887#define LOOP_UNROLLING_82(idx, step, macro) LOOP_UNROLLING_81(idx, step, macro); UNROLL_INCR(idx, step, macro) 2888#define LOOP_UNROLLING_83(idx, step, macro) LOOP_UNROLLING_82(idx, step, macro); UNROLL_INCR(idx, step, macro) 2889#define LOOP_UNROLLING_84(idx, step, macro) LOOP_UNROLLING_83(idx, step, macro); UNROLL_INCR(idx, step, macro) 2890#define LOOP_UNROLLING_85(idx, step, macro) LOOP_UNROLLING_84(idx, step, macro); UNROLL_INCR(idx, step, macro) 2891#define LOOP_UNROLLING_86(idx, step, macro) LOOP_UNROLLING_85(idx, step, macro); UNROLL_INCR(idx, step, macro) 2892#define LOOP_UNROLLING_87(idx, step, macro) LOOP_UNROLLING_86(idx, step, macro); UNROLL_INCR(idx, step, macro) 2893#define LOOP_UNROLLING_88(idx, step, macro) LOOP_UNROLLING_87(idx, step, macro); UNROLL_INCR(idx, step, macro) 2894#define LOOP_UNROLLING_89(idx, step, macro) LOOP_UNROLLING_88(idx, step, macro); UNROLL_INCR(idx, step, macro) 2895#define LOOP_UNROLLING_90(idx, step, macro) LOOP_UNROLLING_89(idx, step, macro); UNROLL_INCR(idx, step, macro) 2896#define LOOP_UNROLLING_91(idx, step, macro) LOOP_UNROLLING_90(idx, step, macro); UNROLL_INCR(idx, step, macro) 2897#define LOOP_UNROLLING_92(idx, step, macro) LOOP_UNROLLING_91(idx, step, macro); UNROLL_INCR(idx, step, macro) 2898#define LOOP_UNROLLING_93(idx, step, macro) LOOP_UNROLLING_92(idx, step, macro); UNROLL_INCR(idx, step, macro) 2899#define LOOP_UNROLLING_94(idx, step, macro) LOOP_UNROLLING_93(idx, step, macro); UNROLL_INCR(idx, step, macro) 2900#define LOOP_UNROLLING_95(idx, step, macro) LOOP_UNROLLING_94(idx, step, macro); UNROLL_INCR(idx, step, macro) 2901#define LOOP_UNROLLING_96(idx, step, macro) LOOP_UNROLLING_95(idx, step, macro); UNROLL_INCR(idx, step, macro) 2902#define LOOP_UNROLLING_97(idx, step, macro) LOOP_UNROLLING_96(idx, step, macro); UNROLL_INCR(idx, step, macro) 2903#define LOOP_UNROLLING_98(idx, step, macro) LOOP_UNROLLING_97(idx, step, macro); UNROLL_INCR(idx, step, macro) 2904#define LOOP_UNROLLING_99(idx, step, macro) LOOP_UNROLLING_98(idx, step, macro); UNROLL_INCR(idx, step, macro) 2905#define LOOP_UNROLLING_100(idx, step, macro) LOOP_UNROLLING_99(idx, step, macro); UNROLL_INCR(idx, step, macro) 2906#define LOOP_UNROLLING_101(idx, step, macro) LOOP_UNROLLING_100(idx, step, macro); UNROLL_INCR(idx, step, macro) 2907#define LOOP_UNROLLING_102(idx, step, macro) LOOP_UNROLLING_101(idx, step, macro); UNROLL_INCR(idx, step, macro) 2908#define LOOP_UNROLLING_103(idx, step, macro) LOOP_UNROLLING_102(idx, step, macro); UNROLL_INCR(idx, step, macro) 2909#define LOOP_UNROLLING_104(idx, step, macro) LOOP_UNROLLING_103(idx, step, macro); UNROLL_INCR(idx, step, macro) 2910#define LOOP_UNROLLING_105(idx, step, macro) LOOP_UNROLLING_104(idx, step, macro); UNROLL_INCR(idx, step, macro) 2911#define LOOP_UNROLLING_106(idx, step, macro) LOOP_UNROLLING_105(idx, step, macro); UNROLL_INCR(idx, step, macro) 2912#define LOOP_UNROLLING_107(idx, step, macro) LOOP_UNROLLING_106(idx, step, macro); UNROLL_INCR(idx, step, macro) 2913#define LOOP_UNROLLING_108(idx, step, macro) LOOP_UNROLLING_107(idx, step, macro); UNROLL_INCR(idx, step, macro) 2914#define LOOP_UNROLLING_109(idx, step, macro) LOOP_UNROLLING_108(idx, step, macro); UNROLL_INCR(idx, step, macro) 2915#define LOOP_UNROLLING_110(idx, step, macro) LOOP_UNROLLING_109(idx, step, macro); UNROLL_INCR(idx, step, macro) 2916#define LOOP_UNROLLING_111(idx, step, macro) LOOP_UNROLLING_110(idx, step, macro); UNROLL_INCR(idx, step, macro) 2917#define LOOP_UNROLLING_112(idx, step, macro) LOOP_UNROLLING_111(idx, step, macro); UNROLL_INCR(idx, step, macro) 2918#define LOOP_UNROLLING_113(idx, step, macro) LOOP_UNROLLING_112(idx, step, macro); UNROLL_INCR(idx, step, macro) 2919#define LOOP_UNROLLING_114(idx, step, macro) LOOP_UNROLLING_113(idx, step, macro); UNROLL_INCR(idx, step, macro) 2920#define LOOP_UNROLLING_115(idx, step, macro) LOOP_UNROLLING_114(idx, step, macro); UNROLL_INCR(idx, step, macro) 2921#define LOOP_UNROLLING_116(idx, step, macro) LOOP_UNROLLING_115(idx, step, macro); UNROLL_INCR(idx, step, macro) 2922#define LOOP_UNROLLING_117(idx, step, macro) LOOP_UNROLLING_116(idx, step, macro); UNROLL_INCR(idx, step, macro) 2923#define LOOP_UNROLLING_118(idx, step, macro) LOOP_UNROLLING_117(idx, step, macro); UNROLL_INCR(idx, step, macro) 2924#define LOOP_UNROLLING_119(idx, step, macro) LOOP_UNROLLING_118(idx, step, macro); UNROLL_INCR(idx, step, macro) 2925#define LOOP_UNROLLING_120(idx, step, macro) LOOP_UNROLLING_119(idx, step, macro); UNROLL_INCR(idx, step, macro) 2926#define LOOP_UNROLLING_121(idx, step, macro) LOOP_UNROLLING_120(idx, step, macro); UNROLL_INCR(idx, step, macro) 2927#define LOOP_UNROLLING_122(idx, step, macro) LOOP_UNROLLING_121(idx, step, macro); UNROLL_INCR(idx, step, macro) 2928#define LOOP_UNROLLING_123(idx, step, macro) LOOP_UNROLLING_122(idx, step, macro); UNROLL_INCR(idx, step, macro) 2929#define LOOP_UNROLLING_124(idx, step, macro) LOOP_UNROLLING_123(idx, step, macro); UNROLL_INCR(idx, step, macro) 2930#define LOOP_UNROLLING_125(idx, step, macro) LOOP_UNROLLING_124(idx, step, macro); UNROLL_INCR(idx, step, macro) 2931#define LOOP_UNROLLING_126(idx, step, macro) LOOP_UNROLLING_125(idx, step, macro); UNROLL_INCR(idx, step, macro) 2932#define LOOP_UNROLLING_127(idx, step, macro) LOOP_UNROLLING_126(idx, step, macro); UNROLL_INCR(idx, step, macro) 2933#define LOOP_UNROLLING_128(idx, step, macro) LOOP_UNROLLING_127(idx, step, macro); UNROLL_INCR(idx, step, macro) 2934 2935#define LOOP_UNROLLING_STR(type, idx, start, step, num, macro) \ 2936 { \ 2937 type idx = start; \ 2938 LOOP_UNROLLING_##num(idx, step, macro); \ 2939 } 2940#else 2941#define LOOP_UNROLLING_STR(type, idx, start, step, num, macro) \ 2942 { \ 2943 _Pragma("unroll") \ 2944 for(type idx = start; idx < (num * step); idx += step) \ 2945 { \ 2946 (macro); \ 2947 } \ 2948 } 2949#endif 2950#define LOOP_UNROLLING(type, idx, start, step, num, macro) LOOP_UNROLLING_STR(type, idx, start, step, num, macro) 2951 2952 2953#define GET_SPATIAL_IDX(IDX, N0, PARTIAL_N0) (max((int)(get_global_id(IDX) * N0 - (N0 - PARTIAL_N0) % N0), 0)) 2954 2955 2956#define DOT_PRODUCT_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, K0, a, b, c) DOT_PRODUCT_INTEGER8_STR(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, K0, a, b, c) 2957#define DOT_PRODUCT_INTEGER8_STR(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, K0, a, b, c) DOT_PRODUCT##K0##_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) 2958#define DOT_PRODUCT1_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 2959 ({ \ 2960 c += (C_DATA_TYPE)(a) * (C_DATA_TYPE)(b); \ 2961 }) 2962#if defined(ARM_COMPUTE_OPENCL_DOT8_ENABLED) && defined(cl_khr_integer_dot_product) 2963#define DOT_PRODUCT2_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) c += dot((A_DATA_TYPE##4)((a).s01, (A_DATA_TYPE##2)(0)), (B_DATA_TYPE##4)(((b).s01), (B_DATA_TYPE##2)(0))); 2964#define DOT_PRODUCT3_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) c += dot((A_DATA_TYPE##4)((a).s012, (A_DATA_TYPE)0), (B_DATA_TYPE##4)(((b).s012), (B_DATA_TYPE)0)); 2965#define DOT_PRODUCT4_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) c += dot((a), (b)); 2966#elif defined(ARM_COMPUTE_OPENCL_DOT8_ACC_ENABLED) && defined(cl_arm_integer_dot_product_accumulate_int8) 2967#define DOT_PRODUCT2_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) c = arm_dot_acc((A_DATA_TYPE##4)((a).s01, (A_DATA_TYPE##2)(0)), (B_DATA_TYPE##4)(((b).s01), (B_DATA_TYPE##2)(0)), (c)); 2968#define DOT_PRODUCT3_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) c = arm_dot_acc((A_DATA_TYPE##4)((a).s012, (A_DATA_TYPE)0), (B_DATA_TYPE##4)(((b).s012), (B_DATA_TYPE)0), (c)); 2969#define DOT_PRODUCT4_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) c = arm_dot_acc((a), (b), (c)); 2970#elif defined(ARM_COMPUTE_OPENCL_DOT8_ENABLED) && defined(cl_arm_integer_dot_product_int8) 2971#define DOT_PRODUCT2_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) c += arm_dot((A_DATA_TYPE##4)((a).s01, (A_DATA_TYPE##2)(0)), (B_DATA_TYPE##4)(((b).s01), (B_DATA_TYPE##2)(0))); 2972#define DOT_PRODUCT3_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) c += arm_dot((A_DATA_TYPE##4)((a).s012, (A_DATA_TYPE)0), (B_DATA_TYPE##4)(((b).s012), (B_DATA_TYPE)0)); 2973#define DOT_PRODUCT4_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) c += arm_dot((a), (b)); 2974#else 2975#define DOT_PRODUCT2_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 2976 ({ \ 2977 c += (C_DATA_TYPE)(a).s0 * (C_DATA_TYPE)(b).s0; \ 2978 c += (C_DATA_TYPE)(a).s1 * (C_DATA_TYPE)(b).s1; \ 2979 }) 2980#define DOT_PRODUCT3_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 2981 ({ \ 2982 DOT_PRODUCT2_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c); \ 2983 c += (C_DATA_TYPE)(a).s2 * (C_DATA_TYPE)(b).s2; \ 2984 }) 2985#define DOT_PRODUCT4_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, x, y, val) \ 2986 ({ \ 2987 val += (C_DATA_TYPE)(x).s0 * (C_DATA_TYPE)(y).s0; \ 2988 val += (C_DATA_TYPE)(x).s1 * (C_DATA_TYPE)(y).s1; \ 2989 val += (C_DATA_TYPE)(x).s2 * (C_DATA_TYPE)(y).s2; \ 2990 val += (C_DATA_TYPE)(x).s3 * (C_DATA_TYPE)(y).s3; \ 2991 }) 2992#endif 2993#define DOT_PRODUCT5_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 2994 ({ \ 2995 DOT_PRODUCT4_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s0123), ((b).s0123), c); \ 2996 DOT_PRODUCT1_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s4), ((b).s4), c); \ 2997 }) 2998#define DOT_PRODUCT6_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 2999 ({ \ 3000 DOT_PRODUCT4_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s0123), ((b).s0123), c); \ 3001 DOT_PRODUCT2_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s45), ((b).s45), c); \ 3002 }) 3003#define DOT_PRODUCT7_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 3004 ({ \ 3005 DOT_PRODUCT4_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s0123), ((b).s0123), c); \ 3006 DOT_PRODUCT3_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s456), ((b).s456), c); \ 3007 }) 3008#define DOT_PRODUCT8_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 3009 ({ \ 3010 DOT_PRODUCT4_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).lo), ((b).lo), c); \ 3011 DOT_PRODUCT4_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).hi), ((b).hi), c); \ 3012 }) 3013#define DOT_PRODUCT9_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 3014 ({ \ 3015 DOT_PRODUCT8_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s01234567), ((b).s01234567), c); \ 3016 DOT_PRODUCT1_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s8), ((b).s8), c); \ 3017 }) 3018#define DOT_PRODUCT10_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 3019 ({ \ 3020 DOT_PRODUCT8_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s01234567), ((b).s01234567), c); \ 3021 DOT_PRODUCT2_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s89), ((b).s89), c); \ 3022 }) 3023#define DOT_PRODUCT11_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 3024 ({ \ 3025 DOT_PRODUCT8_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s01234567), ((b).s01234567), c); \ 3026 DOT_PRODUCT3_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s89A), ((b).s89A), c); \ 3027 }) 3028#define DOT_PRODUCT12_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 3029 ({ \ 3030 DOT_PRODUCT8_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s01234567), ((b).s01234567), c); \ 3031 DOT_PRODUCT4_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s89AB), ((b).s89AB), c); \ 3032 }) 3033#define DOT_PRODUCT13_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 3034 ({ \ 3035 DOT_PRODUCT8_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s01234567), ((b).s01234567), c); \ 3036 DOT_PRODUCT5_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s89ABC), ((b).s89ABC), c); \ 3037 }) 3038#define DOT_PRODUCT14_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 3039 ({ \ 3040 DOT_PRODUCT8_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s01234567), ((b).s01234567), c); \ 3041 DOT_PRODUCT6_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s89ABCD), ((b).s89ABCD), c); \ 3042 }) 3043#define DOT_PRODUCT15_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 3044 ({ \ 3045 DOT_PRODUCT8_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s01234567), ((b).s01234567), c); \ 3046 DOT_PRODUCT7_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).s89ABCDE), ((b).s89ABCDE), c); \ 3047 }) 3048#define DOT_PRODUCT16_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, a, b, c) \ 3049 ({ \ 3050 DOT_PRODUCT8_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).lo), ((b).lo), c); \ 3051 DOT_PRODUCT8_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, ((a).hi), ((b).hi), c); \ 3052 }) 3053 3054 3055#define REDUCE_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, K0, a, c) REDUCE_INTEGER8_STR(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, K0, a, c) 3056#define REDUCE_INTEGER8_STR(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, K0, a, c) DOT_PRODUCT_INTEGER8(A_DATA_TYPE, B_DATA_TYPE, C_DATA_TYPE, K0, a, (TILE_VECTOR_TYPE##K0(B_DATA_TYPE))1, c) 3057 3058 3059#define V_LOAD(DATA_TYPE, WIDTH, TENSOR_TYPE, TENSOR, X, Y, STRIDE_Y) V_LOAD_STR(DATA_TYPE, WIDTH, TENSOR_TYPE, TENSOR, X, Y, STRIDE_Y) 3060#define V_LOAD_STR(DATA_TYPE, WIDTH, TENSOR_TYPE, TENSOR, X, Y, STRIDE_Y) V_LOAD_##TENSOR_TYPE(DATA_TYPE, WIDTH, TENSOR, X, Y, STRIDE_Y) 3061#define V_LOAD_BUFFER(DATA_TYPE, WIDTH, TENSOR, X, Y, STRIDE_Y) \ 3062 VLOAD(WIDTH) \ 3063 (0, (__global DATA_TYPE *)(TENSOR##_ptr + TENSOR##_offset_first_element_in_bytes + (X) * sizeof(DATA_TYPE) + (Y) * (STRIDE_Y))) 3064#define V_LOAD_IMAGE(DATA_TYPE, WIDTH, TENSOR, X, Y, STRIDE_Y) READ_IMAGE2D(DATA_TYPE, CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT(WIDTH), TENSOR##_img, (X) / 4, (Y)) 3065 3066 3067#define V_STORE(DATA_TYPE, WIDTH, TENSOR_TYPE, TENSOR, X, Y, STRIDE_Y, VALUES) V_STORE_STR(DATA_TYPE, WIDTH, TENSOR_TYPE, TENSOR, X, Y, STRIDE_Y, VALUES) 3068#define V_STORE_STR(DATA_TYPE, WIDTH, TENSOR_TYPE, TENSOR, X, Y, STRIDE_Y, VALUES) V_STORE_##TENSOR_TYPE(DATA_TYPE, WIDTH, TENSOR, X, Y, STRIDE_Y, VALUES) 3069#define V_STORE_BUFFER(DATA_TYPE, WIDTH, TENSOR, X, Y, STRIDE_Y, VALUES) \ 3070 VSTORE(WIDTH) \ 3071 (VALUES, 0, (__global DATA_TYPE *)(TENSOR##_ptr + TENSOR##_offset_first_element_in_bytes + (X) * sizeof(DATA_TYPE) + (Y) * (STRIDE_Y))) 3072#define V_STORE_IMAGE(DATA_TYPE, WIDTH, TENSOR, X, Y, STRIDE_Y, VALUES) WRITE_IMAGE2D(DATA_TYPE, CONVERT_VECTOR_SIZE_TO_PIXEL_UNIT(WIDTH), TENSOR##_img, (X) / 4, (Y), VALUES) 3073 3074 3075#define T_LOAD(DATA_TYPE, HEIGHT, WIDTH, TENSOR_TYPE, TENSOR, X, Y, YI_MULTIPLIER, STRIDE_Y, dst) \ 3076 ({ \ 3077 LOOP_UNROLLING(int, _i, 0, 1, HEIGHT, \ 3078 { \ 3079 dst[_i].v = V_LOAD(DATA_TYPE, WIDTH, TENSOR_TYPE, TENSOR, X, ((Y) + _i * (int)(YI_MULTIPLIER)), STRIDE_Y); \ 3080 }) \ 3081 }) 3082 3083 3084#define T_LOAD_INDIRECT(DATA_TYPE, HEIGHT, WIDTH, TENSOR_TYPE, TENSOR, X, STRIDE_Y, indirect_y, dst) \ 3085 ({ \ 3086 LOOP_UNROLLING(int, _i, 0, 1, HEIGHT, \ 3087 { \ 3088 dst[_i].v = V_LOAD(DATA_TYPE, WIDTH, TENSOR_TYPE, TENSOR, X, (indirect_y[_i].v), STRIDE_Y); \ 3089 }) \ 3090 }) 3091 3092 3093#define T_LOAD_INDIRECT_WIDTH_SELECT(DATA_TYPE, HEIGHT, WIDTH0, WIDTH1, TENSOR_TYPE, TENSOR, X, STRIDE_Y, WIDTH1_CONDITION, dst, indirect_y) \ 3094 ({ \ 3095 if(WIDTH1_CONDITION) \ 3096 { \ 3097 LOOP_UNROLLING(int, _i, 0, 1, HEIGHT, \ 3098 { \ 3099 VLOAD_PARTIAL(WIDTH0, WIDTH1) \ 3100 (dst[HEIGHT - 1 - _i].v, 0, (__global DATA_TYPE *)(TENSOR##_ptr + TENSOR##_offset_first_element_in_bytes + (X) * sizeof(DATA_TYPE) + (indirect_y[HEIGHT - 1 - _i].v) * STRIDE_Y)); \ 3101 }) \ 3102 } \ 3103 else \ 3104 { \ 3105 LOOP_UNROLLING(int, _i, 0, 1, HEIGHT, \ 3106 { \ 3107 dst[HEIGHT - 1 - _i].v = V_LOAD(DATA_TYPE, WIDTH0, TENSOR_TYPE, TENSOR, X, (indirect_y[HEIGHT - 1 - _i].v), STRIDE_Y); \ 3108 }) \ 3109 } \ 3110 }) 3111 3112#define T_LOAD_NHWC(DATA_TYPE, TILE_HEIGHT, TILE_WIDTH, TILE_CHANNELS, TENSOR_TYPE, TENSOR, B, Y, X, C, TENSOR_WIDTH, TENSOR_HEIGHT, STRIDE_Y, dst) \ 3113 ({ \ 3114 LOOP_UNROLLING(int, _yk, 0, 1, TILE_HEIGHT, \ 3115 { \ 3116 LOOP_UNROLLING(int, _xk, 0, 1, TILE_WIDTH, \ 3117 { \ 3118 int _src_y = (X) + _xk + ((Y) + _yk) * (TENSOR_WIDTH); \ 3119 _src_y += (B) * (int)(TENSOR_WIDTH) * (int)(TENSOR_HEIGHT); \ 3120 int _src_valid_y = (((X) + _xk) >= 0 && ((X) + _xk) < (int)(TENSOR_WIDTH) && ((Y) + _yk) >= 0 && ((Y) + _yk) < (int)(TENSOR_HEIGHT)); \ 3121 if(_src_valid_y != 0) \ 3122 { \ 3123 dst[_xk + _yk * (TILE_WIDTH)].v = V_LOAD(DATA_TYPE, TILE_CHANNELS, TENSOR_TYPE, TENSOR, C, _src_y, STRIDE_Y); \ 3124 } \ 3125 }) \ 3126 }) \ 3127 }) 3128 3129 3130#define T_LOAD_NHWC_WITH_DILATION(DATA_TYPE, TILE_HEIGHT, TILE_WIDTH, TILE_CHANNELS, TENSOR_TYPE, TENSOR, B, Y, X, C, TENSOR_WIDTH, TENSOR_HEIGHT, DILATION_X, DILATION_Y, BOUNDARY_CHECK, dst) \ 3131 ({ \ 3132 LOOP_UNROLLING(int, _yk, 0, 1, TILE_HEIGHT, \ 3133 { \ 3134 LOOP_UNROLLING(int, _xk, 0, 1, TILE_WIDTH, \ 3135 { \ 3136 int _src_y = (X) + _xk * (DILATION_X); \ 3137 int _src_z = ((Y) + _yk * (DILATION_Y)); \ 3138 int _src_w = (B); \ 3139 bool _src_valid_y = (((X) + _xk * (DILATION_X)) >= 0) && (((X) + _xk * (DILATION_X)) < (int)(TENSOR_WIDTH)) && (((Y) + _yk * (DILATION_Y)) >= 0) && (((Y) + _yk * (DILATION_Y)) < (int)(TENSOR_HEIGHT)); \ 3140 if(!(BOUNDARY_CHECK)) \ 3141 { \ 3142 dst[_xk + _yk * (TILE_WIDTH)].v = VLOAD(TILE_CHANNELS) \ 3143 (0, (__global DATA_TYPE *)(TENSOR##_ptr + TENSOR##_offset_first_element_in_bytes + (C) * sizeof(DATA_TYPE) + (_src_y) * (TENSOR##_stride_y) + (_src_z) * (TENSOR##_stride_z) + (_src_w) * (TENSOR##_stride_w))); \ 3144 } \ 3145 else \ 3146 { \ 3147 if(_src_valid_y) \ 3148 { \ 3149 dst[_xk + _yk * (TILE_WIDTH)].v = VLOAD(TILE_CHANNELS) \ 3150 (0, (__global DATA_TYPE *)(TENSOR##_ptr + TENSOR##_offset_first_element_in_bytes + (C) * sizeof(DATA_TYPE) + (_src_y) * (TENSOR##_stride_y) + (_src_z) * (TENSOR##_stride_z) + (_src_w) * (TENSOR##_stride_w))); \ 3151 } \ 3152 } \ 3153 }) \ 3154 }) \ 3155 }) 3156 3157 3158#define T_LOAD_NHWC_INDIRECT(DATA_TYPE, TILE_AREA, TILE_CHANNELS, TENSOR_TYPE, TENSOR, B, Y, X, C, TENSOR_WIDTH, TENSOR_HEIGHT, STRIDE_Y, xi, yi, dst) \ 3159 ({ \ 3160 LOOP_UNROLLING(int, _i, 0, 1, TILE_AREA, \ 3161 { \ 3162 int _src_y = (X) + xi[_i].v + ((Y) + yi[_i].v) * (TENSOR_WIDTH); \ 3163 _src_y += (B) * (int)(TENSOR_WIDTH) * (int)(TENSOR_HEIGHT); \ 3164 int _src_valid_y = (((X) + xi[_i].v) >= 0 && ((X) + xi[_i].v) < (int)(TENSOR_WIDTH) && ((Y) + yi[_i].v) >= 0 && ((Y) + yi[_i].v) < (int)(TENSOR_HEIGHT)); \ 3165 if(_src_valid_y != 0) \ 3166 { \ 3167 dst[_i].v = V_LOAD(DATA_TYPE, TILE_CHANNELS, TENSOR_TYPE, TENSOR, C, _src_y, STRIDE_Y); \ 3168 } \ 3169 }) \ 3170 }) 3171 3172 3173#define T_LOAD2D_INDIRECT(DATA_TYPE, TILE_AREA, TILE_CHANNELS, TENSOR_TYPE, TENSOR, C, STRIDE_Y, yi, dst) T_LOAD2D_INDIRECT_STR(DATA_TYPE, TILE_AREA, TILE_CHANNELS, TENSOR_TYPE, TENSOR, C, STRIDE_Y, yi, dst) 3174#define T_LOAD2D_INDIRECT_STR(DATA_TYPE, TILE_AREA, TILE_CHANNELS, TENSOR_TYPE, TENSOR, C, STRIDE_Y, yi, dst) T_LOAD2D_INDIRECT_##TENSOR_TYPE(DATA_TYPE, TILE_AREA, TILE_CHANNELS, TENSOR_TYPE, TENSOR, C, STRIDE_Y, yi, dst) 3175#define T_LOAD2D_INDIRECT_BUFFER(DATA_TYPE, TILE_AREA, TILE_CHANNELS, TENSOR_TYPE, TENSOR, C, STRIDE_Y, yi, dst) \ 3176 ({ \ 3177 LOOP_UNROLLING(int, _i, 0, 1, TILE_AREA, \ 3178 { \ 3179 if(yi[0].s[_i] >= 0) \ 3180 { \ 3181 dst[_i].v = V_LOAD(DATA_TYPE, TILE_CHANNELS, TENSOR_TYPE, TENSOR, C, yi[0].s[_i], STRIDE_Y); \ 3182 } \ 3183 }) \ 3184 }) 3185 3186#define T_LOAD2D_INDIRECT_IMAGE(DATA_TYPE, TILE_AREA, TILE_CHANNELS, TENSOR_TYPE, TENSOR, C, STRIDE_Y, yi, dst) \ 3187 ({ \ 3188 LOOP_UNROLLING(int, _i, 0, 1, TILE_AREA, \ 3189 { \ 3190 dst[_i].v = V_LOAD(DATA_TYPE, TILE_CHANNELS, TENSOR_TYPE, TENSOR, C, yi[0].s[_i], STRIDE_Y); \ 3191 }) \ 3192 }) 3193 3194 3195#define T_LOAD_NDHWC_INDIRECT(DATA_TYPE, TILE_AREA, TILE_CHANNELS, TENSOR_TYPE, TENSOR, B, Z, Y, X, C, TENSOR_WIDTH, TENSOR_HEIGHT, TENSOR_DEPTH, STRIDE_Y, xi, yi, zi, dst) \ 3196 ({ \ 3197 LOOP_UNROLLING(int, _i, 0, 1, TILE_AREA, \ 3198 { \ 3199 int _src_y = (X) + xi[_i].v + ((Y) + yi[_i].v) * (TENSOR_WIDTH) + ((Z) + zi[_i].v) * (TENSOR_WIDTH * TENSOR_HEIGHT); \ 3200 _src_y += (B) * (int)(TENSOR_WIDTH) * (int)(TENSOR_HEIGHT) * (int)(TENSOR_DEPTH); \ 3201 int _src_valid_y = (((X) + xi[_i].v) >= 0 && ((X) + xi[_i].v) < (int)(TENSOR_WIDTH) && ((Y) + yi[_i].v) >= 0 && ((Y) + yi[_i].v) < (int)(TENSOR_HEIGHT) \ 3202 && ((Z) + zi[_i].v) >= 0 && ((Z) + zi[_i].v) < (int)(TENSOR_DEPTH)); \ 3203 if(_src_valid_y != 0) \ 3204 { \ 3205 dst[_i].v = V_LOAD(DATA_TYPE, TILE_CHANNELS, TENSOR_TYPE, TENSOR, C, _src_y, STRIDE_Y); \ 3206 } \ 3207 }) \ 3208 }) 3209 3210 3211#define T_STORE_INDIRECT_WIDTH_SELECT(DATA_TYPE, HEIGHT, WIDTH0, WIDTH1, TENSOR_TYPE, TENSOR, X, STRIDE_Y, WIDTH1_CONDITION, src, indirect_y) \ 3212 ({ \ 3213 if(WIDTH1_CONDITION) \ 3214 { \ 3215 LOOP_UNROLLING(int, _i, 0, 1, HEIGHT, \ 3216 { \ 3217 VSTORE_PARTIAL(WIDTH0, WIDTH1) \ 3218 (CONVERT(src[HEIGHT - 1 - _i].v, VEC_DATA_TYPE(DATA_TYPE, WIDTH0)), 0, (__global DATA_TYPE *)(TENSOR##_ptr + TENSOR##_offset_first_element_in_bytes + (X) * sizeof(DATA_TYPE) + (indirect_y[HEIGHT - 1 - _i].v) * STRIDE_Y)); \ 3219 }) \ 3220 } \ 3221 else \ 3222 { \ 3223 LOOP_UNROLLING(int, _i, 0, 1, HEIGHT, \ 3224 { \ 3225 VSTORE(WIDTH0) \ 3226 (CONVERT(src[HEIGHT - 1 - _i].v, VEC_DATA_TYPE(DATA_TYPE, WIDTH0)), 0, (__global DATA_TYPE *)(TENSOR##_ptr + TENSOR##_offset_first_element_in_bytes + (X) * sizeof(DATA_TYPE) + (indirect_y[HEIGHT - 1 - _i].v) * STRIDE_Y)); \ 3227 }) \ 3228 } \ 3229 }) 3230 3231 3232#define T_OFFSET_CORRECTION(ACC_DATA_TYPE, M0, N0, K0, SRC_OFFSET, WEI_OFFSET, lhs, rhs, dst) \ 3233 ({ \ 3234 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3235 { \ 3236 ACC_DATA_TYPE _tm = 0; \ 3237 LOOP_UNROLLING(int, _k0, 0, 1, K0, \ 3238 { \ 3239 _tm += ((ACC_DATA_TYPE)lhs[_m0].s[_k0] * (ACC_DATA_TYPE)WEI_OFFSET); \ 3240 }) \ 3241 LOOP_UNROLLING(int, _n0, 0, 1, N0, \ 3242 { \ 3243 dst[_m0].s[_n0] += _tm; \ 3244 LOOP_UNROLLING(int, _k0, 0, 1, K0, \ 3245 { \ 3246 dst[_m0].s[_n0] += ((ACC_DATA_TYPE)rhs[_n0].s[_k0] * (ACC_DATA_TYPE)SRC_OFFSET); \ 3247 }) \ 3248 }) \ 3249 }) \ 3250 }) 3251 3252 3253#define T_QUANTIZE8(SRC_DATA_TYPE, DST_DATA_TYPE, QUANTIZATION_TYPE, M0, N0, DST_OFFSET, DST_SHIFT, DST_MULTIPLIER, src, dst_multipliers, dst_shifts, dst) T_QUANTIZE8_STR(SRC_DATA_TYPE, DST_DATA_TYPE, QUANTIZATION_TYPE, M0, N0, DST_OFFSET, DST_SHIFT, DST_MULTIPLIER, src, dst_multipliers, dst_shifts, dst) 3254#define T_QUANTIZE8_STR(SRC_DATA_TYPE, DST_DATA_TYPE, QUANTIZATION_TYPE, M0, N0, DST_OFFSET, DST_SHIFT, DST_MULTIPLIER, src, dst_multipliers, dst_shifts, dst) T_QUANTIZE8_##QUANTIZATION_TYPE(SRC_DATA_TYPE, DST_DATA_TYPE, M0, N0, DST_OFFSET, DST_SHIFT, DST_MULTIPLIER, src, dst_multipliers, dst_shifts, dst) 3255 3256 3257#define T_QUANTIZE8_PER_TENSOR(SRC_DATA_TYPE, DST_DATA_TYPE, M0, N0, DST_OFFSET, DST_SHIFT, DST_MULTIPLIER, src, dst_multipliers, dst_shifts, dst) \ 3258 ({ \ 3259 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3260 { \ 3261 LOOP_UNROLLING(int, _n0, 0, 1, N0, \ 3262 { \ 3263 SRC_DATA_TYPE _tmp = 0; \ 3264 SRC_DATA_TYPE _src = src[_m0].s[_n0]; \ 3265 _src *= select((SRC_DATA_TYPE)1, ((SRC_DATA_TYPE)1 << (SRC_DATA_TYPE)(-DST_SHIFT)), ((SRC_DATA_TYPE)DST_SHIFT < (SRC_DATA_TYPE)0)); \ 3266 SRC_DATA_TYPE overflow = _src == DST_MULTIPLIER && _src == INT_MIN; \ 3267 long a_64 = (long)(_src); \ 3268 long b_64 = (long)(DST_MULTIPLIER); \ 3269 long ab_64 = a_64 * b_64; \ 3270 long mask1 = 1 << 30; \ 3271 long mask2 = 1 - (1 << 30); \ 3272 long is_positive_or_zero = ab_64 >= 0; \ 3273 long nudge = select(mask2, mask1, is_positive_or_zero); \ 3274 SRC_DATA_TYPE ab_x2_high32 = CONVERT((ab_64 + nudge) / (long)(1ll << 31), SRC_DATA_TYPE); \ 3275 _tmp = select(ab_x2_high32, (SRC_DATA_TYPE)INT_MAX, overflow); \ 3276 if(DST_SHIFT >= 0) \ 3277 { \ 3278 long mask = ((((int)1) << DST_SHIFT) - (long)1); \ 3279 long threshold = _tmp < (int)0 ? (mask >> 1) + (long)1 : (mask >> 1) + 0; \ 3280 _tmp = (_tmp & mask) > threshold ? (_tmp >> DST_SHIFT) + (int)1 : (_tmp >> DST_SHIFT); \ 3281 } \ 3282 _tmp += DST_OFFSET; \ 3283 dst[_m0].s[_n0] = CONVERT_SAT(_tmp, DST_DATA_TYPE); \ 3284 }) \ 3285 }) \ 3286 }) 3287 3288 3289#define T_QUANTIZE8_PER_CHANNEL(SRC_DATA_TYPE, DST_DATA_TYPE, M0, N0, DST_OFFSET, DST_SHIFT, DST_MULTIPLIER, src, dst_multipliers, dst_shifts, dst) \ 3290 ({ \ 3291 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3292 { \ 3293 LOOP_UNROLLING(int, _n0, 0, 1, N0, \ 3294 { \ 3295 SRC_DATA_TYPE _tmp = 0; \ 3296 SRC_DATA_TYPE _tmp2 = 0; \ 3297 SRC_DATA_TYPE _src = src[_m0].s[_n0]; \ 3298 SRC_DATA_TYPE _dst_multiplier = dst_multipliers[0].s[_n0]; \ 3299 SRC_DATA_TYPE _dst_shift = dst_shifts[0].s[_n0]; \ 3300 _src *= select((SRC_DATA_TYPE)1, ((SRC_DATA_TYPE)1 << (SRC_DATA_TYPE)(-_dst_shift)), ((SRC_DATA_TYPE)_dst_shift < (SRC_DATA_TYPE)0)); \ 3301 SRC_DATA_TYPE overflow = _src == _dst_multiplier && _src == INT_MIN; \ 3302 long a_64 = (long)(_src); \ 3303 long b_64 = (long)(_dst_multiplier); \ 3304 long ab_64 = a_64 * b_64; \ 3305 long mask1 = 1 << 30; \ 3306 long mask2 = 1 - (1 << 30); \ 3307 long is_positive_or_zero = ab_64 >= 0; \ 3308 long nudge = select(mask2, mask1, is_positive_or_zero); \ 3309 SRC_DATA_TYPE ab_x2_high32 = CONVERT((ab_64 + nudge) / (long)(1ll << 31), SRC_DATA_TYPE); \ 3310 _tmp = select(ab_x2_high32, (SRC_DATA_TYPE)INT_MAX, overflow); \ 3311 long mask = ((((int)1) << _dst_shift) - (int)1); \ 3312 long threshold = (mask >> 1) + any(_tmp); \ 3313 _tmp2 = _tmp >> _dst_shift; \ 3314 _tmp2 += select(0, 1, (_tmp & mask) > threshold); \ 3315 _tmp = select(_tmp, _tmp2, _dst_shift >= 0); \ 3316 _tmp += DST_OFFSET; \ 3317 dst[_m0].s[_n0] = CONVERT_SAT(_tmp, DST_DATA_TYPE); \ 3318 }) \ 3319 }) \ 3320 }) 3321 3322 3323#define T_QUANTIZE8_ASYMMETRIC(SRC_DATA_TYPE, DST_DATA_TYPE, M0, N0, DST_OFFSET, DST_SHIFT, DST_MULTIPLIER, src, dst) \ 3324 ({ \ 3325 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3326 { \ 3327 LOOP_UNROLLING(int, _n0, 0, 1, N0, \ 3328 { \ 3329 SRC_DATA_TYPE _tmp = 0; \ 3330 SRC_DATA_TYPE _src = src[_m0].s[_n0]; \ 3331 _src *= select((SRC_DATA_TYPE)1, ((SRC_DATA_TYPE)1 << (SRC_DATA_TYPE)(-DST_SHIFT)), ((SRC_DATA_TYPE)DST_SHIFT < (SRC_DATA_TYPE)0)); \ 3332 SRC_DATA_TYPE overflow = _src == DST_MULTIPLIER && _src == INT_MIN; \ 3333 long a_64 = (long)(_src); \ 3334 long b_64 = (long)(DST_MULTIPLIER); \ 3335 long ab_64 = a_64 * b_64; \ 3336 long mask1 = 1 << 30; \ 3337 long mask2 = 1 - (1 << 30); \ 3338 long is_positive_or_zero = ab_64 >= 0; \ 3339 long nudge = select(mask2, mask1, is_positive_or_zero); \ 3340 SRC_DATA_TYPE ab_x2_high32 = CONVERT((ab_64 + nudge) / (long)(1ll << 31), SRC_DATA_TYPE); \ 3341 _tmp = select(ab_x2_high32, (SRC_DATA_TYPE)INT_MAX, overflow); \ 3342 if(DST_SHIFT >= 0) \ 3343 { \ 3344 long mask = ((((int)1) << DST_SHIFT) - (int)1); \ 3345 long threshold = _tmp < (int)0 ? (mask >> 1) + (long)1 : (mask >> 1) + 0; \ 3346 _tmp = (_tmp & mask) > threshold ? (_tmp >> DST_SHIFT) + (int)1 : (_tmp >> DST_SHIFT); \ 3347 } \ 3348 _tmp += DST_OFFSET; \ 3349 dst[_m0].s[_n0] = CONVERT_SAT(_tmp, DST_DATA_TYPE); \ 3350 }) \ 3351 }) \ 3352 }) 3353 3354 3355#define T_ROWSET_MASK(DATA_TYPE, M0, N0, VALUE_TO_SET, a, mask) \ 3356 ({ \ 3357 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3358 { \ 3359 LOOP_UNROLLING(int, _n0, 0, 1, N0, \ 3360 { \ 3361 a[_m0].s[_n0] = select((DATA_TYPE)(a[_m0].s[_n0]), (DATA_TYPE)(VALUE_TO_SET), (SELECT_DATA_TYPE(DATA_TYPE))(mask[_m0].v == (DATA_TYPE)0)); \ 3362 }) \ 3363 }) \ 3364 }) 3365 3366 3367#define T_ACTIVATION(DATA_TYPE, M0, N0, ACTIVATION_TYPE, A_VAL, B_VAL, src, dst) \ 3368 ({ \ 3369 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3370 { \ 3371 dst[_m0].v = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, N0, src[_m0].v, A_VAL, B_VAL); \ 3372 }) \ 3373 }) 3374 3375 3376#define relu_op_quantized(DATA_TYPE, VEC_SIZE, ZERO_VALUE, A_VAL, B_VAL, x) (max((DATA_TYPE)ZERO_VALUE, x)) 3377 3378#define brelu_op_quantized(DATA_TYPE, VEC_SIZE, ZERO_VALUE, A_VAL, B_VAL, x) (min((DATA_TYPE)A_VAL, max((DATA_TYPE)ZERO_VALUE, x))) 3379 3380#define lu_brelu_op_quantized(DATA_TYPE, VEC_SIZE, ZERO_VALUE, A_VAL, B_VAL, x) (min(max(x, (DATA_TYPE)B_VAL), (DATA_TYPE)A_VAL)) 3381 3382#define hard_swish_op_quantized(DATA_TYPE, VEC_SIZE, ZERO_VALUE, A_VAL, B_VAL, x) (x * ((min(max((DATA_TYPE)(x + (DATA_TYPE)3.f), (DATA_TYPE)0.f), (DATA_TYPE)6.f)) * (DATA_TYPE)0.166666667f)) 3383 3384#define identity_op_quantized(DATA_TYPE, VEC_SIZE, ZERO_VALUE, A_VAL, B_VAL, x) (x) 3385 3386#define ACT_OP_QUANTIZED(op, DATA_TYPE, VEC_SIZE, ZERO_VALUE, A_VAL, B_VAL, x) op##_op_quantized(DATA_TYPE, VEC_SIZE, ZERO_VALUE, A_VAL, B_VAL, x) 3387#define ACTIVATION_QUANTIZED(op, DATA_TYPE, VEC_SIZE, ZERO_VALUE, A_VAL, B_VAL, x) ACT_OP_QUANTIZED(op, DATA_TYPE, VEC_SIZE, ZERO_VALUE, A_VAL, B_VAL, x) 3388 3389#define V_ADD(A_VAL, B_VAL) ((A_VAL) + (B_VAL)) 3390#define V_SUB(A_VAL, B_VAL) ((A_VAL) - (B_VAL)) 3391#define V_DIV(A_VAL, B_VAL) ((A_VAL) / (B_VAL)) 3392#define V_MUL(A_VAL, B_VAL) ((A_VAL) * (B_VAL)) 3393 3394 3395#define T_ACTIVATION_QUANTIZED(DATA_TYPE, M0, N0, ACTIVATION_TYPE, ZERO_VALUE, A_VAL, B_VAL, src, dst) \ 3396 ({ \ 3397 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3398 { \ 3399 dst[_m0].v = ACTIVATION_QUANTIZED(ACTIVATION_TYPE, DATA_TYPE, N0, ZERO_VALUE, A_VAL, B_VAL, src[_m0].v); \ 3400 }) \ 3401 }) 3402 3403 3404#define T_ADD(DATA_TYPE, M0, N0, lhs, rhs, dst) \ 3405 ({ \ 3406 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3407 { \ 3408 dst[_m0].v = lhs[_m0].v + rhs[_m0].v; \ 3409 }) \ 3410 }) 3411 3412 3413#define T_ADD_CONSTANT(DATA_TYPE, M0, N0, lhs, rhs_constant, dst) \ 3414 ({ \ 3415 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3416 { \ 3417 dst[_m0].v = lhs[_m0].v + (DATA_TYPE)rhs_constant; \ 3418 }) \ 3419 }) 3420 3421#define T_ELTWISE_BROADCAST_ADD_X(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE_BROADCAST_X(V_ADD, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) 3422#define T_ELTWISE_BROADCAST_LHS_X_ADD(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE_BROADCAST_LHS_X(V_ADD, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) 3423#define T_ELTWISE_BROADCAST_RHS_X_ADD(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE_BROADCAST_X(V_ADD, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) 3424 3425#define T_ELTWISE_BROADCAST_LHS_X_SUB(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE_BROADCAST_LHS_X(V_SUB, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) 3426#define T_ELTWISE_BROADCAST_RHS_X_SUB(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE_BROADCAST_X(V_SUB, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) 3427 3428#define T_ELTWISE_BROADCAST_DIV_X(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE_BROADCAST_X(V_DIV, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) 3429 3430#define T_ELTWISE_BROADCAST_LHS_X_MUL(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE_BROADCAST_LHS_X(V_MUL, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) 3431#define T_ELTWISE_BROADCAST_RHS_X_MUL(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE_BROADCAST_X(V_MUL, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) 3432 3433 3434#define T_SCALE_CONSTANT(DATA_TYPE, M0, N0, lhs, rhs_constant, dst) \ 3435 ({ \ 3436 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3437 { \ 3438 dst[_m0].v = lhs[_m0].v * (DATA_TYPE)rhs_constant; \ 3439 }) \ 3440 }) 3441 3442 3443#define T_ELTWISE_BROADCAST_X(T_ELWISE_OP, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) \ 3444 ({ \ 3445 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3446 { \ 3447 dst[_m0].v = T_ELWISE_OP(CONVERT(lhs[_m0].v, VEC_DATA_TYPE(DST_DATA_TYPE, N0)), CONVERT(rhs[0].v, VEC_DATA_TYPE(DST_DATA_TYPE, N0))); \ 3448 }) \ 3449 }) 3450 3451 3452#define T_ELTWISE_BROADCAST_LHS_X(T_ELWISE_OP, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) \ 3453 ({ \ 3454 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3455 { \ 3456 dst[_m0].v = T_ELWISE_OP(CONVERT(lhs[0].v, VEC_DATA_TYPE(DST_DATA_TYPE, N0)), CONVERT(rhs[_m0].v, VEC_DATA_TYPE(DST_DATA_TYPE, N0))); \ 3457 }) \ 3458 }) 3459 3460#define T_ELTWISE_ADD(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE(V_ADD, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) 3461#define T_ELTWISE_SUB(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE(V_SUB, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) 3462#define T_ELTWISE_DIV(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE(V_DIV, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) 3463#define T_ELTWISE_MUL(DST_DATA_TYPE, M0, N0, lhs, rhs, dst) T_ELTWISE(V_MUL, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) 3464 3465 3466#define T_ELTWISE(T_ELWISE_OP, DST_DATA_TYPE, M0, N0, lhs, rhs, dst) \ 3467 ({ \ 3468 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3469 { \ 3470 dst[_m0].v = T_ELWISE_OP(CONVERT(lhs[_m0].v, VEC_DATA_TYPE(DST_DATA_TYPE, N0)), CONVERT(rhs[_m0].v, VEC_DATA_TYPE(DST_DATA_TYPE, N0))); \ 3471 }) \ 3472 }) 3473 3474 3475#define T_FLOOR(DST_DATA_TYPE, M0, N0, src, dst) \ 3476 ({ \ 3477 LOOP_UNROLLING(int, _m0, 0, 1, M0, \ 3478 { \ 3479 dst[_m0].v = floor(CONVERT(src[_m0].v, VEC_DATA_TYPE(DST_DATA_TYPE, N0))); \ 3480 }) \ 3481 }) 3482 3483 3484#define T_MMUL(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, LHS_LAYOUT, RHS_LAYOUT, lhs, rhs, dst) T_MMUL_##LHS_LAYOUT##_##RHS_LAYOUT(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) 3485#define T_MMUL_NT_T(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) T_MMUL_NT_T_##LHS_DATA_TYPE##_##RHS_DATA_TYPE##_##DST_DATA_TYPE(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) 3486#define T_MMUL_NT_T_float_float_float(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) T_MMUL_NT_T_FLOAT(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) 3487#define T_MMUL_NT_T_half_half_float(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) T_MMUL_NT_T_FLOAT(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) 3488#define T_MMUL_NT_T_half_half_half(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) T_MMUL_NT_T_FLOAT(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) 3489#define T_MMUL_NT_T_char_char_int(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) T_MMUL_NT_T_INTEGER8(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) 3490#define T_MMUL_NT_T_uchar_uchar_uint(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) T_MMUL_NT_T_INTEGER8(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) 3491#define T_MMUL_NT_T_uchar_uchar_int(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) T_MMUL_NT_T_INTEGER8(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) 3492#define T_MMUL_NT_T_FLOAT(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) \ 3493 { \ 3494 LOOP_UNROLLING(int, _m, 0, 1, M0, \ 3495 { \ 3496 LOOP_UNROLLING(int, _n, 0, 1, N0, \ 3497 { \ 3498 LOOP_UNROLLING(int, _k, 0, 1, K0, \ 3499 { \ 3500 dst[_m].s[_n] = fma((DST_DATA_TYPE)(lhs[_m].s[_k]), (DST_DATA_TYPE)(rhs[_n].s[_k]), dst[_m].s[_n]); \ 3501 }) \ 3502 }) \ 3503 }) \ 3504 } 3505 3506#define T_MMUL_NT_T_INTEGER8(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, M0, N0, K0, lhs, rhs, dst) \ 3507 ({ \ 3508 LOOP_UNROLLING(int, _m, 0, 1, M0, \ 3509 { \ 3510 LOOP_UNROLLING(int, _n, 0, 1, N0, \ 3511 { \ 3512 DOT_PRODUCT_INTEGER8(LHS_DATA_TYPE, RHS_DATA_TYPE, DST_DATA_TYPE, K0, (lhs[_m].v), (rhs[_n].v), dst[_m].s[_n]); \ 3513 }) \ 3514 }) \ 3515 }) 3516 3517#endif 3518 3519#if defined(POOL_AVG) || defined(POOL_L2) 3520#define POOL_OP(x, y) ((x) + (y)) 3521#else 3522#define POOL_OP(x, y) (fmax((x), (y))) 3523#endif 3524 3525#if defined(POOL_L2) 3526#define POW2_OP(x, vec_size) ((x) * (x)) 3527#else 3528#define POW2_OP(x, vec_size) (x) 3529#endif 3530 3531#define DIV_OP(x, y) (x * (1.f / y)) 3532#define SQRT_OP(x) sqrt((x)) 3533 3534#if defined(VEC_SIZE) && defined(VEC_SIZE_LEFTOVER) && defined(SRC_WIDTH) && defined(SRC_HEIGHT) && defined(DST_CHANNELS) && defined(DST_HEIGHT) && defined(DST_BATCH_SIZE) && defined(ACC_DATA_TYPE) 3535 3536#if defined(POOL_SIZE_X) && defined(POOL_SIZE_Y) 3537 3538__kernel void pooling_layer_MxN_nhwc( 3539 TENSOR4D_DECLARATION(input), 3540 TENSOR4D_DECLARATION(output)) 3541{ 3542 3543 3544 int idx_out_c = GET_SPATIAL_IDX(0, VEC_SIZE, VEC_SIZE_LEFTOVER); 3545 int idx_out_w = GET_SPATIAL_IDX(1, 1, 0); 3546#if DST_BATCH_SIZE != 1 3547 3548 int idx_out_h = GET_SPATIAL_IDX(2, 1, 0) % DST_HEIGHT; 3549 int idx_out_n = GET_SPATIAL_IDX(2, 1, 0) / DST_HEIGHT; 3550#else 3551 int idx_out_h = GET_SPATIAL_IDX(2, 1, 0); 3552 int idx_out_n = 0; 3553#endif 3554 3555 __global unsigned char *in_base_ptr = input_ptr + input_offset_first_element_in_bytes + idx_out_c * sizeof(DATA_TYPE) + idx_out_n * input_stride_w; 3556 3557 __global unsigned char *out_base_ptr = output_ptr + output_offset_first_element_in_bytes + idx_out_c * sizeof(DATA_TYPE) + idx_out_w * output_stride_y + idx_out_h * output_stride_z + idx_out_n * 3558 output_stride_w; 3559 3560 VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE) 3561 res0 = INITIAL_VALUE; 3562 3563 int idx_in_w = idx_out_w * STRIDE_X - PAD_X; 3564 int idx_in_h = idx_out_h * STRIDE_Y - PAD_Y; 3565 3566 int pool_x_s = max((int)0, -idx_in_w); 3567 int pool_x_e = min((int)POOL_SIZE_X, (int)SRC_WIDTH - idx_in_w); 3568 int pool_y_s = max((int)0, -idx_in_h); 3569 int pool_y_e = min((int)POOL_SIZE_Y, (int)SRC_HEIGHT - idx_in_h); 3570 3571#if defined(EXCLUDE_PADDING) 3572 int filter_size = (pool_y_e - pool_y_s) * (pool_x_e - pool_x_s); 3573#else 3574 int filter_size = POOL_SIZE_X * POOL_SIZE_Y; 3575#endif 3576 3577#if POOL_SIZE_X == SRC_WIDTH && POOL_SIZE_Y == SRC_HEIGHT && PAD_X == 0 && PAD_Y == 0 3578 3579 for(int y = 0; y < POOL_SIZE_Y; ++y) 3580 { 3581#pragma unroll 8 3582 for(int x = 0; x < POOL_SIZE_X; ++x) 3583 { 3584#else 3585 for(int y = pool_y_s; y < pool_y_e; ++y) 3586 { 3587#pragma unroll 8 3588 for(int x = pool_x_s; x < pool_x_e; ++x) 3589 { 3590#endif 3591 VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE) 3592 data0; 3593#if defined(FP_MIXED_PRECISION) 3594 3595 data0 = CONVERT(VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(in_base_ptr + (x + idx_in_w) * input_stride_y + (y + idx_in_h) * input_stride_z)), VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE)); 3596#else 3597 data0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(in_base_ptr + (x + idx_in_w) * input_stride_y + (y + idx_in_h) * input_stride_z)); 3598#endif 3599 3600#if defined(POOL_L2) 3601 3602 data0 *= data0; 3603#endif 3604 res0 = POOL_OP(res0, data0); 3605 } 3606 } 3607 3608#if defined(POOL_AVG) || defined(POOL_L2) 3609 res0 /= (VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE))filter_size; 3610#endif 3611 3612#if defined(POOL_L2) 3613 3614 res0 = SQRT_OP(res0); 3615#endif 3616 3617 3618#if defined(FP_MIXED_PRECISION) 3619 VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE) 3620 res_converted0 = CONVERT(res0, VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE)); 3621 STORE_VECTOR_SELECT(res_converted, DATA_TYPE, out_base_ptr, VEC_SIZE, VEC_SIZE_LEFTOVER, (VEC_SIZE_LEFTOVER != 0) && get_global_id(0) == 0); 3622#else 3623 STORE_VECTOR_SELECT(res, DATA_TYPE, out_base_ptr, VEC_SIZE, VEC_SIZE_LEFTOVER, (VEC_SIZE_LEFTOVER != 0) && get_global_id(0) == 0); 3624#endif 3625} 3626#endif 3627 3628#define SELECT_TYPE SELECT_VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE) 3629 3630 3631__kernel void pooling_layer_2x2_nhwc( 3632 TENSOR4D_DECLARATION(input), 3633 TENSOR4D_DECLARATION(output) 3634#if defined(EXTRACT_MAX_INDEX) && defined(POOL_MAX) 3635 , 3636 TENSOR4D_DECLARATION(indices) 3637#endif 3638) 3639{ 3640 3641 3642 int idx_out_c = max((int)(get_global_id(0) * VEC_SIZE - (VEC_SIZE - VEC_SIZE_LEFTOVER) % VEC_SIZE), 0); 3643 int idx_out_w = get_global_id(1); 3644#if DST_BATCH_SIZE != 1 3645 3646 int idx_out_h = get_global_id(2) % DST_HEIGHT; 3647 int idx_out_n = get_global_id(2) / DST_HEIGHT; 3648#else 3649 int idx_out_h = get_global_id(2); 3650 int idx_out_n = 0; 3651#endif 3652 3653 int idx_in_w = idx_out_w * STRIDE_X - PAD_X; 3654 int idx_in_h = idx_out_h * STRIDE_Y - PAD_Y; 3655 3656 __global unsigned char *in_base_ptr = input_ptr + input_offset_first_element_in_bytes + idx_out_c * sizeof(DATA_TYPE) + idx_out_n * input_stride_w; 3657 3658 __global unsigned char *out_base_ptr = output_ptr + output_offset_first_element_in_bytes + idx_out_c * sizeof(DATA_TYPE) + idx_out_w * output_stride_y + idx_out_h * output_stride_z + idx_out_n * 3659 output_stride_w; 3660 3661 int pool_x_s = max((int)0, -idx_in_w); 3662 int pool_x_e = min((int)2, (int)SRC_WIDTH - idx_in_w); 3663 int pool_y_s = max((int)0, -idx_in_h); 3664 int pool_y_e = min((int)2, (int)SRC_HEIGHT - idx_in_h); 3665 3666 int filter_size = (pool_x_e - pool_x_s) * (pool_y_e - pool_y_s); 3667 3668 int x0 = pool_x_s + idx_in_w; 3669 int y0 = pool_y_s + idx_in_h; 3670 int x1 = pool_x_e - 1 + idx_in_w; 3671 int y1 = pool_y_e - 1 + idx_in_h; 3672 3673 REPEAT_VAR_INIT_TO_CONST(4, VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE), data, 0); 3674 3675#if defined(FP_MIXED_PRECISION) 3676 3677 data0 = CONVERT(VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(in_base_ptr + x0 * input_stride_y + y0 * input_stride_z)), VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE)); 3678 data1 = CONVERT(VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(in_base_ptr + x1 * input_stride_y + y0 * input_stride_z)), VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE)); 3679 data2 = CONVERT(VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(in_base_ptr + x0 * input_stride_y + y1 * input_stride_z)), VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE)); 3680 data3 = CONVERT(VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(in_base_ptr + x1 * input_stride_y + y1 * input_stride_z)), VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE)); 3681#else 3682 data0 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(in_base_ptr + x0 * input_stride_y + y0 * input_stride_z)); 3683 data1 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(in_base_ptr + x1 * input_stride_y + y0 * input_stride_z)); 3684 data2 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(in_base_ptr + x0 * input_stride_y + y1 * input_stride_z)); 3685 data3 = VLOAD(VEC_SIZE)(0, (__global DATA_TYPE *)(in_base_ptr + x1 * input_stride_y + y1 * input_stride_z)); 3686#endif 3687 3688#if !defined(POOL_MAX) 3689 if(filter_size != 4) 3690 { 3691 SELECT_TYPE cond_w_s = (SELECT_TYPE)idx_in_w < (SELECT_TYPE)0; 3692 SELECT_TYPE cond_w_e = (SELECT_TYPE)idx_in_w >= (SELECT_TYPE)(SRC_WIDTH - 1); 3693 SELECT_TYPE cond_h_s = (SELECT_TYPE)idx_in_h < (SELECT_TYPE)0; 3694 SELECT_TYPE cond_h_e = (SELECT_TYPE)idx_in_h >= (SELECT_TYPE)(SRC_HEIGHT - 1); 3695 3696 3697 data0 = select(data0, (VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE))INITIAL_VALUE, (SELECT_TYPE)(cond_w_s | cond_h_s)); 3698 data1 = select(data1, (VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE))INITIAL_VALUE, (SELECT_TYPE)(cond_w_e | cond_h_s)); 3699 data2 = select(data2, (VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE))INITIAL_VALUE, (SELECT_TYPE)(cond_w_s | cond_h_e)); 3700 data3 = select(data3, (VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE))INITIAL_VALUE, (SELECT_TYPE)(cond_w_e | cond_h_e)); 3701 } 3702#endif 3703 3704#if defined(POOL_L2) 3705 3706 data0 *= data0; 3707 data1 *= data1; 3708 data2 *= data2; 3709 data3 *= data3; 3710#endif 3711 3712 VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE) 3713 res0 = data0; 3714 res0 = POOL_OP(res0, data1); 3715 res0 = POOL_OP(res0, data2); 3716 res0 = POOL_OP(res0, data3); 3717 3718#if defined(POOL_AVG) || defined(POOL_L2) 3719#if defined(EXCLUDE_PADDING) 3720 res0 /= (VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE))filter_size; 3721#else 3722 res0 /= (VEC_DATA_TYPE(ACC_DATA_TYPE, VEC_SIZE))4; 3723#endif 3724#endif 3725 3726#if defined(POOL_L2) 3727 3728 res0 = SQRT_OP(res0); 3729#endif 3730 3731 3732#if defined(FP_MIXED_PRECISION) 3733 VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE) 3734 res_converted0 = CONVERT(res0, VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE)); 3735 STORE_VECTOR_SELECT(res_converted, DATA_TYPE, out_base_ptr, VEC_SIZE, VEC_SIZE_LEFTOVER, (VEC_SIZE_LEFTOVER != 0) && get_global_id(0) == 0); 3736#else 3737 STORE_VECTOR_SELECT(res, DATA_TYPE, out_base_ptr, VEC_SIZE, VEC_SIZE_LEFTOVER, (VEC_SIZE_LEFTOVER != 0) && get_global_id(0) == 0); 3738#endif 3739 3740#if defined(EXTRACT_MAX_INDEX) && defined(POOL_MAX) 3741 3742 3743 3744 3745 3746 VEC_DATA_TYPE(uint, VEC_SIZE) 3747 base_index = (uint)idx_out_c; 3748 3749 base_index += VEC_OFFS(uint, VEC_SIZE); 3750 3751 VEC_DATA_TYPE(uint, VEC_SIZE) 3752 index0 = base_index + (uint)x0 * DST_CHANNELS + (uint)y0 * (DST_CHANNELS * SRC_WIDTH); 3753 VEC_DATA_TYPE(uint, VEC_SIZE) 3754 index1 = base_index + (uint)x1 * DST_CHANNELS + (uint)y0 * (DST_CHANNELS * SRC_WIDTH); 3755 VEC_DATA_TYPE(uint, VEC_SIZE) 3756 index2 = base_index + (uint)x0 * DST_CHANNELS + (uint)y1 * (DST_CHANNELS * SRC_WIDTH); 3757 VEC_DATA_TYPE(uint, VEC_SIZE) 3758 index3 = base_index + (uint)x1 * DST_CHANNELS + (uint)y1 * (DST_CHANNELS * SRC_WIDTH); 3759 3760 index0 = select(index1, index0, CONVERT(isgreaterequal(data0, data1), VEC_DATA_TYPE(int, VEC_SIZE))); 3761 index1 = select(index3, index2, CONVERT(isgreaterequal(data2, data3), VEC_DATA_TYPE(int, VEC_SIZE))); 3762 index0 = select(index1, index0, CONVERT(isgreaterequal(max(data0, data1), max(data2, data3)), VEC_DATA_TYPE(int, VEC_SIZE))); 3763 3764 __global unsigned char *idx_base_ptr = indices_ptr + indices_offset_first_element_in_bytes + idx_out_c * sizeof(uint) + idx_out_w * indices_stride_y + idx_out_h * indices_stride_z + idx_out_n * 3765 indices_stride_w; 3766 3767 3768 STORE_VECTOR_SELECT(index, uint, idx_base_ptr, VEC_SIZE, VEC_SIZE_LEFTOVER, ((VEC_SIZE_LEFTOVER != 0) && get_global_id(0) == 0)); 3769#endif 3770} 3771#endif )"