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_HELPERS_ASYMM_H 1248#define ARM_COMPUTE_HELPERS_ASYMM_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#define CONVERT_DOWN_RTE_STR(x, type) (convert_##type##_rte((x))) 2497#define CONVERT_DOWN_RTE(x, type) CONVERT_DOWN_RTE_STR(x, type) 2498 2499 2500inline uchar quantize_qasymm8(float input, float offset, float scale) 2501{ 2502 float out_f32 = input / scale + offset; 2503 uchar res_u8 = CONVERT_SAT(CONVERT_DOWN_RTE(out_f32, int), uchar); 2504 return res_u8; 2505} 2506 2507 2508inline float dequantize_qasymm8(uchar input, float offset, float scale) 2509{ 2510 return ((float)input - offset) * scale; 2511} 2512 2513 2514inline float dequantize_qasymm8_signed(char input, float offset, float scale) 2515{ 2516 return ((float)input - offset) * scale; 2517} 2518 2519 2520#define QUANTIZE_IMPL(type, size) \ 2521 inline VEC_DATA_TYPE(type, size) quantize_##type##size(VEC_DATA_TYPE(float, size) input, float offset, float scale) \ 2522 { \ 2523 VEC_DATA_TYPE(float, size) \ 2524 out_f32 = input / (VEC_DATA_TYPE(float, size))(scale) + (VEC_DATA_TYPE(float, size))(offset); \ 2525 VEC_DATA_TYPE(type, size) \ 2526 res = CONVERT_SAT(CONVERT_DOWN_RTE(out_f32, VEC_DATA_TYPE(int, size)), VEC_DATA_TYPE(type, size)); \ 2527 return res; \ 2528 } 2529 2530 2531#define DEQUANTIZE_IMPL(type, size) \ 2532 inline VEC_DATA_TYPE(float, size) dequantize_##type##size(VEC_DATA_TYPE(type, size) input, float offset, float scale) \ 2533 { \ 2534 return (CONVERT(input, VEC_DATA_TYPE(float, size)) - offset) * scale; \ 2535 } 2536 2537 2538#define ASYMM_ROUNDING_DIVIDE_BY_POW2_IMPL(size) \ 2539 inline VEC_DATA_TYPE(int, size) asymm_rounding_divide_by_POW2_##size(VEC_DATA_TYPE(int, size) x, VEC_DATA_TYPE(int, size) exponent) \ 2540 { \ 2541 const VEC_DATA_TYPE(int, size) \ 2542 zero = (VEC_DATA_TYPE(int, size))0; \ 2543 const VEC_DATA_TYPE(int, size) \ 2544 one = (VEC_DATA_TYPE(int, size))1; \ 2545 VEC_DATA_TYPE(int, size) \ 2546 mask = (one << exponent) - one; \ 2547 VEC_DATA_TYPE(int, size) \ 2548 threshold = (mask >> 1) + select(zero, one, (SELECT_VEC_DATA_TYPE(int, size))(x < 0)); \ 2549 return (x >> exponent) + select(zero, one, (SELECT_VEC_DATA_TYPE(int, size))((x & mask) > threshold)); \ 2550 } 2551 2552 2553#define ASYMM_MULT_IMPL(size) \ 2554 inline VEC_DATA_TYPE(int, size) asymm_mult##size(VEC_DATA_TYPE(int, size) a, VEC_DATA_TYPE(int, size) b) \ 2555 { \ 2556 VEC_DATA_TYPE(int, size) \ 2557 overflow = a == b && a == INT_MIN; \ 2558 VEC_DATA_TYPE(long, size) \ 2559 a_64 = convert_long##size(a); \ 2560 VEC_DATA_TYPE(long, size) \ 2561 b_64 = convert_long##size(b); \ 2562 VEC_DATA_TYPE(long, size) \ 2563 ab_64 = a_64 * b_64; \ 2564 \ 2565 VEC_DATA_TYPE(long, size) \ 2566 mask1 = 1 << 30; \ 2567 VEC_DATA_TYPE(long, size) \ 2568 mask2 = 1 - (1 << 30); \ 2569 VEC_DATA_TYPE(long, size) \ 2570 is_positive_or_zero = ab_64 >= 0; \ 2571 VEC_DATA_TYPE(long, size) \ 2572 nudge = select(mask2, mask1, (SELECT_VEC_DATA_TYPE(long, size))(is_positive_or_zero)); \ 2573 VEC_DATA_TYPE(long, size) \ 2574 mask = 1ll << 31; \ 2575 VEC_DATA_TYPE(int, size) \ 2576 ab_x2_high32 = convert_int##size((ab_64 + nudge) / mask); \ 2577 return select(ab_x2_high32, INT_MAX, (SELECT_VEC_DATA_TYPE(int, size))(overflow)); \ 2578 } 2579 2580 2581#define ASYMM_EXP_ON_INTERVAL_BETWEEN_NEGATIVE_ONE_QUARTER_AND_0_EXCL_IMPL(size) \ 2582 inline VEC_DATA_TYPE(int, size) asymm_exp_on_interval_between_negative_one_quarter_and_0_excl##size(VEC_DATA_TYPE(int, size) a) \ 2583 { \ 2584 const VEC_DATA_TYPE(int, size) constant_term = 1895147668; \ 2585 const VEC_DATA_TYPE(int, size) constant_1_over_3 = 715827883; \ 2586 const int k_fractional_bits = 31; \ 2587 VEC_DATA_TYPE(int, size) \ 2588 x = a + (1 << (k_fractional_bits - 3)); \ 2589 VEC_DATA_TYPE(int, size) \ 2590 x2 = ASYMM_MULT(x, x, size); \ 2591 VEC_DATA_TYPE(int, size) \ 2592 x3 = ASYMM_MULT(x2, x, size); \ 2593 VEC_DATA_TYPE(int, size) \ 2594 x4 = ASYMM_MULT(x2, x2, size); \ 2595 VEC_DATA_TYPE(int, size) \ 2596 x4_over_4 = ASYMM_ROUNDING_DIVIDE_BY_POW2(x4, 2, size); \ 2597 VEC_DATA_TYPE(int, size) \ 2598 x4_over_24_plus_x3_over_6_plus_x2 = ASYMM_MULT((x4_over_4 + x3), constant_1_over_3, size) + x2; \ 2599 VEC_DATA_TYPE(int, size) \ 2600 x4_over_24_plus_x3_over_6_plus_x2_over_2 = ASYMM_ROUNDING_DIVIDE_BY_POW2(x4_over_24_plus_x3_over_6_plus_x2, 1, size); \ 2601 return constant_term + ASYMM_MULT(constant_term, x + x4_over_24_plus_x3_over_6_plus_x2_over_2, size); \ 2602 } 2603 2604 2605#define ASYMM_SELECT_USING_MASK_IMPL(size) \ 2606 inline VEC_DATA_TYPE(int, size) asymm_select_using_mask##size(VEC_DATA_TYPE(int, size) if_mask, VEC_DATA_TYPE(int, size) then_val, VEC_DATA_TYPE(int, size) else_val) \ 2607 { \ 2608 return (if_mask & then_val) ^ (~if_mask & else_val); \ 2609 } 2610 2611 2612#define ASYMM_MASK_IF_ZERO_IMPL(size) \ 2613 inline VEC_DATA_TYPE(int, size) asymm_mask_if_zero##size(VEC_DATA_TYPE(int, size) a) \ 2614 { \ 2615 const VEC_DATA_TYPE(int, size) all_zeros = 0; \ 2616 const VEC_DATA_TYPE(int, size) all_ones = ~0; \ 2617 return select(all_zeros, all_ones, (SELECT_VEC_DATA_TYPE(int, size))(a == 0)); \ 2618 } 2619 2620 2621#define ASYMM_MASK_IF_NON_ZERO_IMPL(size) \ 2622 inline VEC_DATA_TYPE(int, size) asymm_mask_if_non_zero##size(VEC_DATA_TYPE(int, size) a) \ 2623 { \ 2624 const VEC_DATA_TYPE(int, size) all_zeros = 0; \ 2625 const VEC_DATA_TYPE(int, size) all_ones = ~0; \ 2626 return select(all_zeros, all_ones, (SELECT_VEC_DATA_TYPE(int, size))(a != 0)); \ 2627 } 2628 2629#define EXP_BARREL_SHIFTER_IMPL(size) \ 2630 inline VEC_DATA_TYPE(int, size) exp_barrel_shifter##size(VEC_DATA_TYPE(int, size) result, int exponent, int fp_multiplier, int k_integer_bits, int k_fractional_bits, VEC_DATA_TYPE(int, size) remainder) \ 2631 { \ 2632 if(k_integer_bits > exponent) \ 2633 { \ 2634 const int k_shift_amount = k_integer_bits > exponent ? k_fractional_bits + exponent : 0; \ 2635 return ASYMM_SELECT_USING_MASK( \ 2636 ASYMM_MASK_IF_NON_ZERO(remainder & (1 << k_shift_amount), size), \ 2637 ASYMM_MULT(result, fp_multiplier, size), result, size); \ 2638 } \ 2639 \ 2640 return result; \ 2641 } 2642 2643 2644#define ASYMM_EXP_ON_NEGATIVE_VALUES_IMPL(size) \ 2645 inline VEC_DATA_TYPE(int, size) asymm_exp_on_negative_values##size(VEC_DATA_TYPE(int, size) a, int k_integer_bits) \ 2646 { \ 2647 const int k_fractional_bits = 31 - k_integer_bits; \ 2648 VEC_DATA_TYPE(int, size) \ 2649 k_one_quarter = 1 << (k_fractional_bits - 2); \ 2650 VEC_DATA_TYPE(int, size) \ 2651 mask = k_one_quarter - 1; \ 2652 VEC_DATA_TYPE(int, size) \ 2653 a_mod_quarter_minus_one_quarter = (a & mask) - k_one_quarter; \ 2654 VEC_DATA_TYPE(int, size) \ 2655 a_mod_quarter_minus_one_quarter_scaled = a_mod_quarter_minus_one_quarter << k_integer_bits; \ 2656 VEC_DATA_TYPE(int, size) \ 2657 result = ASYMM_EXP_ON_INTERVAL_BETWEEN_NEGATIVE_ONE_QUARTER_AND_0_EXCL(a_mod_quarter_minus_one_quarter_scaled, size); \ 2658 VEC_DATA_TYPE(int, size) \ 2659 remainder = a_mod_quarter_minus_one_quarter - a; \ 2660 \ 2661 result = EXP_BARREL_SHIFTER(result, -2, 1672461947, k_integer_bits, k_fractional_bits, remainder, size); \ 2662 result = EXP_BARREL_SHIFTER(result, -1, 1302514674, k_integer_bits, k_fractional_bits, remainder, size); \ 2663 result = EXP_BARREL_SHIFTER(result, +0, 790015084, k_integer_bits, k_fractional_bits, remainder, size); \ 2664 result = EXP_BARREL_SHIFTER(result, +1, 290630308, k_integer_bits, k_fractional_bits, remainder, size); \ 2665 result = EXP_BARREL_SHIFTER(result, +2, 39332535, k_integer_bits, k_fractional_bits, remainder, size); \ 2666 result = EXP_BARREL_SHIFTER(result, +3, 720401, k_integer_bits, k_fractional_bits, remainder, size); \ 2667 result = EXP_BARREL_SHIFTER(result, +4, 242, k_integer_bits, k_fractional_bits, remainder, size); \ 2668 \ 2669 if(k_integer_bits > 5) \ 2670 { \ 2671 const VEC_DATA_TYPE(int, size) clamp = -(1 << (k_fractional_bits + 5)); \ 2672 result = ASYMM_SELECT_USING_MASK(ASYMM_MASK_IF_NON_ZERO(a < clamp, size), 0, result, size); \ 2673 } \ 2674 \ 2675 const VEC_DATA_TYPE(int, size) Q0_one = INT_MAX; \ 2676 return ASYMM_SELECT_USING_MASK(ASYMM_MASK_IF_ZERO(a, size), Q0_one, result, size); \ 2677 } 2678 2679 2680#define ASYMM_SATURATING_ROUNDING_MULT_BY_POW2_IMPL(size) \ 2681 inline VEC_DATA_TYPE(int, size) asymm_saturating_rounding_mult_by_pow2##size(VEC_DATA_TYPE(int, size) x, int exponent) \ 2682 { \ 2683 if(exponent < 0) \ 2684 { \ 2685 return ASYMM_ROUNDING_DIVIDE_BY_POW2(x, -exponent, size); \ 2686 } \ 2687 \ 2688 const VEC_DATA_TYPE(int, size) min = INT_MIN; \ 2689 const VEC_DATA_TYPE(int, size) max = INT_MAX; \ 2690 int threshold = ((1 << (31 - exponent)) - 1); \ 2691 VEC_DATA_TYPE(int, size) \ 2692 positive_mask = ASYMM_MASK_IF_NON_ZERO(x > threshold, size); \ 2693 VEC_DATA_TYPE(int, size) \ 2694 negative_mask = ASYMM_MASK_IF_NON_ZERO(x < -threshold, size); \ 2695 VEC_DATA_TYPE(int, size) \ 2696 result = x << exponent; \ 2697 result = ASYMM_SELECT_USING_MASK(positive_mask, max, result, size); \ 2698 result = ASYMM_SELECT_USING_MASK(negative_mask, min, result, size); \ 2699 return result; \ 2700 } 2701 2702 2703#define ASYMM_ROUNDING_HALF_SUM_IMPL(size) \ 2704 inline VEC_DATA_TYPE(int, size) asymm_rounding_half_sum##size(VEC_DATA_TYPE(int, size) a, VEC_DATA_TYPE(int, size) b) \ 2705 { \ 2706 VEC_DATA_TYPE(long, size) \ 2707 a64 = convert_long##size(a); \ 2708 VEC_DATA_TYPE(long, size) \ 2709 b64 = convert_long##size(b); \ 2710 VEC_DATA_TYPE(long, size) \ 2711 sum = a64 + b64; \ 2712 const VEC_DATA_TYPE(long, size) one = 1; \ 2713 const VEC_DATA_TYPE(long, size) minus_one = -1; \ 2714 VEC_DATA_TYPE(long, size) \ 2715 sign = select(minus_one, one, (SELECT_VEC_DATA_TYPE(long, size))(sum >= 0)); \ 2716 return convert_int##size((sum + sign) / 2); \ 2717 } 2718 2719 2720#define ASYMM_ONE_OVER_ONE_PLUS_X_FOR_X_IN_0_1_IMPL(size) \ 2721 inline VEC_DATA_TYPE(int, size) asymm_one_over_one_plus_x_for_x_in_0_1##size(VEC_DATA_TYPE(int, size) a) \ 2722 { \ 2723 const VEC_DATA_TYPE(int, size) Q0_one = INT_MAX; \ 2724 const VEC_DATA_TYPE(int, size) Q2_one = 1 << (31 - 2); \ 2725 VEC_DATA_TYPE(int, size) \ 2726 half_denominator = ASYMM_ROUNDING_HALF_SUM(a, Q0_one, size); \ 2727 const VEC_DATA_TYPE(int, size) Q2_48_over_17 = 1515870810; \ 2728 const VEC_DATA_TYPE(int, size) Q2_neg_32_over_17 = -1010580540; \ 2729 VEC_DATA_TYPE(int, size) \ 2730 x = Q2_48_over_17 + ASYMM_MULT(half_denominator, Q2_neg_32_over_17, size); \ 2731 for(int i = 0; i < 3; i++) \ 2732 { \ 2733 VEC_DATA_TYPE(int, size) \ 2734 half_denominator_times_x = ASYMM_MULT(half_denominator, x, size); \ 2735 VEC_DATA_TYPE(int, size) \ 2736 one_minus_half_denominator_times_x = Q2_one - half_denominator_times_x; \ 2737 VEC_DATA_TYPE(int, size) \ 2738 tmp = ASYMM_MULT(x, one_minus_half_denominator_times_x, size); \ 2739 x = x + ASYMM_SATURATING_ROUNDING_MULT_BY_POW2(tmp, 2, size); \ 2740 } \ 2741 return ASYMM_SATURATING_ROUNDING_MULT_BY_POW2(x, 1, size); \ 2742 } 2743 2744 2745#define ASYMM_RESCALE_IMPL(size) \ 2746 inline VEC_DATA_TYPE(int, size) asymm_rescale##size(VEC_DATA_TYPE(int, size) value, int src_integer_bits, int dst_integer_bits) \ 2747 { \ 2748 int exponent = src_integer_bits - dst_integer_bits; \ 2749 return ASYMM_SATURATING_ROUNDING_MULT_BY_POW2(value, exponent, size); \ 2750 } 2751 2752#define QUANTIZE_STR(input, offset, scale, type, size) quantize_##type##size(input, offset, scale) 2753#define QUANTIZE(input, offset, scale, type, size) QUANTIZE_STR(input, offset, scale, type, size) 2754#define DEQUANTIZE_STR(input, offset, scale, type, size) dequantize_##type##size(input, offset, scale) 2755#define DEQUANTIZE(input, offset, scale, type, size) DEQUANTIZE_STR(input, offset, scale, type, size) 2756 2757#define ASYMM_ROUNDING_DIVIDE_BY_POW2_STR(x, exponent, size) asymm_rounding_divide_by_POW2_##size(x, exponent) 2758#define ASYMM_ROUNDING_DIVIDE_BY_POW2(x, exponent, size) ASYMM_ROUNDING_DIVIDE_BY_POW2_STR(x, exponent, size) 2759#define ASYMM_MULT_STR(a, b, size) asymm_mult##size(a, b) 2760#define ASYMM_MULT(a, b, size) ASYMM_MULT_STR(a, b, size) 2761#define ASYMM_MULT_BY_QUANT_MULTIPLIER_GREATER_THAN_ONE(x, quantized_multiplier, left_shift, size) \ 2762 ASYMM_MULT(x *((VEC_DATA_TYPE(int, size))(1) << (-left_shift)), quantized_multiplier, size) 2763#define ASYMM_MULT_BY_QUANT_MULTIPLIER_LESS_THAN_ONE(x, quantized_multiplier, right_shift, size) \ 2764 ASYMM_ROUNDING_DIVIDE_BY_POW2(ASYMM_MULT(x, quantized_multiplier, size), right_shift, size) 2765#define ASYMM_EXP_ON_INTERVAL_BETWEEN_NEGATIVE_ONE_QUARTER_AND_0_EXCL(a, size) asymm_exp_on_interval_between_negative_one_quarter_and_0_excl##size(a) 2766#define ASYMM_SELECT_USING_MASK(if_mask, then_val, else_val, size) asymm_select_using_mask##size(if_mask, then_val, else_val) 2767#define ASYMM_MASK_IF_ZERO(a, size) asymm_mask_if_zero##size(a) 2768#define ASYMM_MASK_IF_NON_ZERO(a, size) asymm_mask_if_non_zero##size(a) 2769#define EXP_BARREL_SHIFTER(result, exponent, fp_multiplier, k_integer_bits, k_fractional_bits, remainder, size) exp_barrel_shifter##size(result, exponent, fp_multiplier, k_integer_bits, k_fractional_bits, remainder) 2770#define ASYMM_EXP_ON_NEGATIVE_VALUES_STR(a, k_integer_bits, size) asymm_exp_on_negative_values##size(a, k_integer_bits) 2771#define ASYMM_EXP_ON_NEGATIVE_VALUES(a, k_integer_bits, size) ASYMM_EXP_ON_NEGATIVE_VALUES_STR(a, k_integer_bits, size) 2772#define ASYMM_ONE_OVER_ONE_PLUS_X_FOR_X_IN_0_1_STR(a, size) asymm_one_over_one_plus_x_for_x_in_0_1##size(a) 2773#define ASYMM_ONE_OVER_ONE_PLUS_X_FOR_X_IN_0_1(a, size) ASYMM_ONE_OVER_ONE_PLUS_X_FOR_X_IN_0_1_STR(a, size) 2774#define ASYMM_SATURATING_ROUNDING_MULT_BY_POW2(x, exponent, size) asymm_saturating_rounding_mult_by_pow2##size(x, exponent) 2775#define ASYMM_ROUNDING_HALF_SUM(a, b, size) asymm_rounding_half_sum##size(a, b) 2776#define ASYMM_RESCALE_STR(value, src_integer_bits, dst_integer_bits, size) asymm_rescale##size(value, src_integer_bits, dst_integer_bits) 2777#define ASYMM_RESCALE(value, src_integer_bits, dst_integer_bits, size) ASYMM_RESCALE_STR(value, src_integer_bits, dst_integer_bits, size) 2778 2779#define MULTIPLY_BY_QUANTIZED_MULTIPLIER_IMPL(size) \ 2780 inline VEC_DATA_TYPE(int, size) multiply_by_quantized_multiplier##size(VEC_DATA_TYPE(int, size) input, int qmul, int shift) \ 2781 { \ 2782 const int left_shift = shift > 0 ? shift : 0; \ 2783 const int right_shift = shift > 0 ? 0 : -shift; \ 2784 return ASYMM_ROUNDING_DIVIDE_BY_POW2(ASYMM_MULT(input * (1 << left_shift), qmul, size), right_shift, size); \ 2785 } 2786#define MULTIPLY_BY_QUANTIZED_MULTIPLIER(input, qmul, shift, size) multiply_by_quantized_multiplier##size(input, qmul, shift) 2787 2788QUANTIZE_IMPL(uchar, 1) 2789QUANTIZE_IMPL(char, 1) 2790QUANTIZE_IMPL(uint, 1) 2791QUANTIZE_IMPL(int, 1) 2792QUANTIZE_IMPL(uchar, 2) 2793QUANTIZE_IMPL(char, 2) 2794QUANTIZE_IMPL(uint, 2) 2795QUANTIZE_IMPL(int, 2) 2796QUANTIZE_IMPL(uchar, 3) 2797QUANTIZE_IMPL(char, 3) 2798QUANTIZE_IMPL(uint, 3) 2799QUANTIZE_IMPL(int, 3) 2800QUANTIZE_IMPL(uchar, 4) 2801QUANTIZE_IMPL(ushort, 4) 2802QUANTIZE_IMPL(short, 4) 2803QUANTIZE_IMPL(int, 4) 2804QUANTIZE_IMPL(uchar, 8) 2805QUANTIZE_IMPL(char, 8) 2806QUANTIZE_IMPL(uint, 8) 2807QUANTIZE_IMPL(int, 8) 2808QUANTIZE_IMPL(uchar, 16) 2809QUANTIZE_IMPL(char, 16) 2810QUANTIZE_IMPL(ushort, 16) 2811QUANTIZE_IMPL(short, 16) 2812QUANTIZE_IMPL(uint, 16) 2813QUANTIZE_IMPL(int, 16) 2814 2815DEQUANTIZE_IMPL(uchar, 1) 2816DEQUANTIZE_IMPL(char, 1) 2817DEQUANTIZE_IMPL(uint, 1) 2818DEQUANTIZE_IMPL(int, 1) 2819DEQUANTIZE_IMPL(uchar, 2) 2820DEQUANTIZE_IMPL(char, 2) 2821DEQUANTIZE_IMPL(uint, 2) 2822DEQUANTIZE_IMPL(int, 2) 2823DEQUANTIZE_IMPL(uchar, 3) 2824DEQUANTIZE_IMPL(char, 3) 2825DEQUANTIZE_IMPL(uint, 3) 2826DEQUANTIZE_IMPL(int, 3) 2827DEQUANTIZE_IMPL(uchar, 4) 2828DEQUANTIZE_IMPL(ushort, 4) 2829DEQUANTIZE_IMPL(short, 4) 2830DEQUANTIZE_IMPL(int, 4) 2831DEQUANTIZE_IMPL(uchar, 8) 2832DEQUANTIZE_IMPL(char, 8) 2833DEQUANTIZE_IMPL(uint, 8) 2834DEQUANTIZE_IMPL(int, 8) 2835DEQUANTIZE_IMPL(uchar, 16) 2836DEQUANTIZE_IMPL(char, 16) 2837DEQUANTIZE_IMPL(ushort, 16) 2838DEQUANTIZE_IMPL(short, 16) 2839DEQUANTIZE_IMPL(uint, 16) 2840DEQUANTIZE_IMPL(int, 16) 2841 2842ASYMM_ROUNDING_DIVIDE_BY_POW2_IMPL(1) 2843ASYMM_ROUNDING_DIVIDE_BY_POW2_IMPL(2) 2844ASYMM_ROUNDING_DIVIDE_BY_POW2_IMPL(3) 2845ASYMM_ROUNDING_DIVIDE_BY_POW2_IMPL(4) 2846ASYMM_ROUNDING_DIVIDE_BY_POW2_IMPL(8) 2847ASYMM_ROUNDING_DIVIDE_BY_POW2_IMPL(16) 2848 2849ASYMM_MULT_IMPL(1) 2850ASYMM_MULT_IMPL(2) 2851ASYMM_MULT_IMPL(3) 2852ASYMM_MULT_IMPL(4) 2853ASYMM_MULT_IMPL(8) 2854ASYMM_MULT_IMPL(16) 2855 2856ASYMM_EXP_ON_INTERVAL_BETWEEN_NEGATIVE_ONE_QUARTER_AND_0_EXCL_IMPL(1) 2857ASYMM_EXP_ON_INTERVAL_BETWEEN_NEGATIVE_ONE_QUARTER_AND_0_EXCL_IMPL(2) 2858ASYMM_EXP_ON_INTERVAL_BETWEEN_NEGATIVE_ONE_QUARTER_AND_0_EXCL_IMPL(3) 2859ASYMM_EXP_ON_INTERVAL_BETWEEN_NEGATIVE_ONE_QUARTER_AND_0_EXCL_IMPL(4) 2860ASYMM_EXP_ON_INTERVAL_BETWEEN_NEGATIVE_ONE_QUARTER_AND_0_EXCL_IMPL(8) 2861ASYMM_EXP_ON_INTERVAL_BETWEEN_NEGATIVE_ONE_QUARTER_AND_0_EXCL_IMPL(16) 2862 2863ASYMM_SELECT_USING_MASK_IMPL(1) 2864ASYMM_SELECT_USING_MASK_IMPL(2) 2865ASYMM_SELECT_USING_MASK_IMPL(3) 2866ASYMM_SELECT_USING_MASK_IMPL(4) 2867ASYMM_SELECT_USING_MASK_IMPL(8) 2868ASYMM_SELECT_USING_MASK_IMPL(16) 2869 2870ASYMM_MASK_IF_ZERO_IMPL(1) 2871ASYMM_MASK_IF_ZERO_IMPL(2) 2872ASYMM_MASK_IF_ZERO_IMPL(3) 2873ASYMM_MASK_IF_ZERO_IMPL(4) 2874ASYMM_MASK_IF_ZERO_IMPL(8) 2875ASYMM_MASK_IF_ZERO_IMPL(16) 2876 2877ASYMM_MASK_IF_NON_ZERO_IMPL(1) 2878ASYMM_MASK_IF_NON_ZERO_IMPL(2) 2879ASYMM_MASK_IF_NON_ZERO_IMPL(3) 2880ASYMM_MASK_IF_NON_ZERO_IMPL(4) 2881ASYMM_MASK_IF_NON_ZERO_IMPL(8) 2882ASYMM_MASK_IF_NON_ZERO_IMPL(16) 2883 2884EXP_BARREL_SHIFTER_IMPL(1) 2885EXP_BARREL_SHIFTER_IMPL(2) 2886EXP_BARREL_SHIFTER_IMPL(3) 2887EXP_BARREL_SHIFTER_IMPL(4) 2888EXP_BARREL_SHIFTER_IMPL(8) 2889EXP_BARREL_SHIFTER_IMPL(16) 2890 2891ASYMM_EXP_ON_NEGATIVE_VALUES_IMPL(1) 2892ASYMM_EXP_ON_NEGATIVE_VALUES_IMPL(2) 2893ASYMM_EXP_ON_NEGATIVE_VALUES_IMPL(3) 2894ASYMM_EXP_ON_NEGATIVE_VALUES_IMPL(4) 2895ASYMM_EXP_ON_NEGATIVE_VALUES_IMPL(8) 2896ASYMM_EXP_ON_NEGATIVE_VALUES_IMPL(16) 2897 2898ASYMM_SATURATING_ROUNDING_MULT_BY_POW2_IMPL(1) 2899ASYMM_SATURATING_ROUNDING_MULT_BY_POW2_IMPL(2) 2900ASYMM_SATURATING_ROUNDING_MULT_BY_POW2_IMPL(3) 2901ASYMM_SATURATING_ROUNDING_MULT_BY_POW2_IMPL(4) 2902ASYMM_SATURATING_ROUNDING_MULT_BY_POW2_IMPL(8) 2903ASYMM_SATURATING_ROUNDING_MULT_BY_POW2_IMPL(16) 2904 2905ASYMM_ROUNDING_HALF_SUM_IMPL(1) 2906ASYMM_ROUNDING_HALF_SUM_IMPL(2) 2907ASYMM_ROUNDING_HALF_SUM_IMPL(3) 2908ASYMM_ROUNDING_HALF_SUM_IMPL(4) 2909ASYMM_ROUNDING_HALF_SUM_IMPL(8) 2910ASYMM_ROUNDING_HALF_SUM_IMPL(16) 2911 2912ASYMM_ONE_OVER_ONE_PLUS_X_FOR_X_IN_0_1_IMPL(1) 2913ASYMM_ONE_OVER_ONE_PLUS_X_FOR_X_IN_0_1_IMPL(2) 2914ASYMM_ONE_OVER_ONE_PLUS_X_FOR_X_IN_0_1_IMPL(3) 2915ASYMM_ONE_OVER_ONE_PLUS_X_FOR_X_IN_0_1_IMPL(4) 2916ASYMM_ONE_OVER_ONE_PLUS_X_FOR_X_IN_0_1_IMPL(8) 2917ASYMM_ONE_OVER_ONE_PLUS_X_FOR_X_IN_0_1_IMPL(16) 2918 2919ASYMM_RESCALE_IMPL(1) 2920ASYMM_RESCALE_IMPL(2) 2921ASYMM_RESCALE_IMPL(3) 2922ASYMM_RESCALE_IMPL(4) 2923ASYMM_RESCALE_IMPL(8) 2924ASYMM_RESCALE_IMPL(16) 2925 2926MULTIPLY_BY_QUANTIZED_MULTIPLIER_IMPL(1) 2927MULTIPLY_BY_QUANTIZED_MULTIPLIER_IMPL(2) 2928MULTIPLY_BY_QUANTIZED_MULTIPLIER_IMPL(3) 2929MULTIPLY_BY_QUANTIZED_MULTIPLIER_IMPL(4) 2930MULTIPLY_BY_QUANTIZED_MULTIPLIER_IMPL(8) 2931MULTIPLY_BY_QUANTIZED_MULTIPLIER_IMPL(16) 2932 2933#endif 2934 2935 2936__kernel void direct_convolution_nchw( 2937 TENSOR3D_DECLARATION(src), 2938 TENSOR3D_DECLARATION(dst), 2939 TENSOR3D_DECLARATION(weights), 2940#ifdef HAS_BIAS 2941 VECTOR_DECLARATION(biases), 2942#endif 2943 unsigned int weights_stride_w) 2944{ 2945 const int id0 = get_global_id(0); 2946 const int id1 = get_global_id(1); 2947 const int id2 = get_global_id(2); 2948 2949 const int x_coords = (id0 * STRIDE_X) - PAD_LEFT; 2950 const int y_coords = (id1 * STRIDE_Y) - PAD_TOP; 2951 2952 const int x_offs = max((int)(get_global_id(0) * VEC_SIZE - (VEC_SIZE - VEC_SIZE_LEFTOVER) % VEC_SIZE), 0) * sizeof(DATA_TYPE); 2953 2954 __global uchar *src_addr = (__global uchar *)(src_ptr + src_offset_first_element_in_bytes); 2955 __global uchar *weights_addr = (__global uchar *)(weights_ptr + weights_offset_first_element_in_bytes + id2 * weights_stride_w); 2956 __global uchar *dst_addr = (__global uchar *)dst_ptr + dst_offset_first_element_in_bytes + x_offs + id1 * dst_stride_y + id2 * dst_stride_z; 2957 2958#ifdef IS_QUANTIZED 2959 int acc_value = 0; 2960#else 2961 DATA_TYPE acc_value = 0; 2962#endif 2963 for(volatile int d = 0; d < WEIGHTS_DEPTH; ++d) 2964 { 2965 for(int y = 0; y < WEI_HEIGHT; ++y) 2966 { 2967 for(int x = 0; x < WEI_WIDTH; ++x) 2968 { 2969 const int idx_x = (x_coords + x); 2970 const int idx_y = (y_coords + y); 2971 if((idx_x >= 0 && idx_x < SRC_WIDTH) && (idx_y >= 0 && idx_y < SRC_HEIGHT)) 2972 { 2973 const int weight_offset = x + (WEI_HEIGHT * y); 2974 const int input_offset = idx_x + SRC_WIDTH * idx_y; 2975#ifdef IS_QUANTIZED 2976 int weight = convert_int(*((__global DATA_TYPE *)weights_addr + weight_offset)); 2977 int input = convert_int(*((__global DATA_TYPE *)src_addr + input_offset)); 2978 acc_value += (input + INPUT_OFFSET) * (weight + WEIGHTS_OFFSET); 2979#else 2980 DATA_TYPE weight = *((__global DATA_TYPE *)weights_addr + weight_offset); 2981 DATA_TYPE input = *((__global DATA_TYPE *)src_addr + input_offset); 2982 acc_value += input * weight; 2983#endif 2984 } 2985 } 2986 } 2987 src_addr += src_stride_z; 2988 weights_addr += weights_stride_z; 2989 } 2990 2991#ifdef HAS_BIAS 2992 2993 Vector biases = CONVERT_TO_VECTOR_STRUCT_NO_STEP(biases); 2994#ifdef IS_QUANTIZED 2995 int bias = *((__global int *)(vector_offset(&biases, id2))); 2996#else 2997 DATA_TYPE bias = *((__global DATA_TYPE *)(vector_offset(&biases, id2))); 2998#endif 2999 acc_value += bias; 3000 3001#endif 3002 3003#ifdef IS_QUANTIZED 3004 3005#if OUTPUT_SHIFT < 0 3006 acc_value = ASYMM_MULT_BY_QUANT_MULTIPLIER_GREATER_THAN_ONE(acc_value, OUTPUT_MULTIPLIER, OUTPUT_SHIFT, 1); 3007#else 3008 acc_value = ASYMM_MULT_BY_QUANT_MULTIPLIER_LESS_THAN_ONE(acc_value, OUTPUT_MULTIPLIER, OUTPUT_SHIFT, 1); 3009#endif 3010 acc_value = acc_value + OUTPUT_OFFSET; 3011#endif 3012 3013 *(__global DATA_TYPE *)dst_addr = CONVERT_SAT(acc_value, DATA_TYPE); 3014})"