Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | d9eaf61 | 2020-07-08 11:12:57 +0100 | [diff] [blame] | 2 | * Copyright (c) 2019-2020 Arm Limited. |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 24 | #include "activation_float_helpers.h" |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 25 | #include "helpers.h" |
| 26 | |
Gian Marco Iodice | 73cdaac | 2020-08-10 21:44:14 +0100 | [diff] [blame] | 27 | /** Utility macro to access a vector with the scalar positions |
| 28 | * |
| 29 | * Supported cases are: Offset can only be of the same size of the OpenCL vector (2,3,4,8,16) |
| 30 | * |
| 31 | * @param[in] offset The offset within the vector. Offset can only be of the same size of the OpenCL vector (2,3,4,8,16) |
| 32 | * @param[in] n0 The number of consecutive columns to access. n0 + offset must be <= 16 |
| 33 | * @param[in] x Vector to access |
| 34 | * @{ |
| 35 | */ |
| 36 | #define SCALAR_ACCESS_STR(offset, n0, x) scalar_access_##offset##_##n0(x) |
| 37 | #define SCALAR_ACCESS(offset, n0, x) SCALAR_ACCESS_STR(offset, n0, x) |
| 38 | |
| 39 | // offset == 0 |
| 40 | #define scalar_access_0_1(x) ((x).s0) |
| 41 | #define scalar_access_0_2(x) ((x).s01) |
| 42 | #define scalar_access_0_3(x) ((x).s012) |
| 43 | #define scalar_access_0_4(x) ((x).s0123) |
| 44 | #define scalar_access_0_8(x) ((x).s01234567) |
| 45 | #define scalar_access_0_16(x) ((x).s0123456789ABCDEF) |
| 46 | |
| 47 | // offset == 1 |
| 48 | #define scalar_access_1_1(x) ((x).s1) |
| 49 | #define scalar_access_1_2(x) ((x).s12) |
| 50 | #define scalar_access_1_3(x) ((x).s123) |
| 51 | #define scalar_access_1_4(x) ((x).s1234) |
| 52 | #define scalar_access_1_8(x) ((x).s12345678) |
| 53 | |
| 54 | // offset == 2 |
| 55 | #define scalar_access_2_1(x) ((x).s2) |
| 56 | #define scalar_access_2_2(x) ((x).s23) |
| 57 | #define scalar_access_2_3(x) ((x).s234) |
| 58 | #define scalar_access_2_4(x) ((x).s2345) |
| 59 | #define scalar_access_2_8(x) ((x).s23456789) |
| 60 | |
| 61 | // offset == 3 |
| 62 | #define scalar_access_3_1(x) ((x).s3) |
| 63 | #define scalar_access_3_2(x) ((x).s34) |
| 64 | #define scalar_access_3_3(x) ((x).s345) |
| 65 | #define scalar_access_3_4(x) ((x).s3456) |
| 66 | #define scalar_access_3_8(x) ((x).s3456789A) |
| 67 | |
| 68 | // offset == 4 |
| 69 | #define scalar_access_4_1(x) ((x).s4) |
| 70 | #define scalar_access_4_2(x) ((x).s45) |
| 71 | #define scalar_access_4_3(x) ((x).s456) |
| 72 | #define scalar_access_4_4(x) ((x).s4567) |
| 73 | #define scalar_access_4_8(x) ((x).s456789AB) |
| 74 | |
| 75 | // offset == 8 |
| 76 | #define scalar_access_8_1(x) ((x).s8) |
| 77 | #define scalar_access_8_2(x) ((x).s89) |
| 78 | #define scalar_access_8_3(x) ((x).s89A) |
| 79 | #define scalar_access_8_4(x) ((x).s89AB) |
| 80 | #define scalar_access_8_8(x) ((x).s89ABCDEF) |
| 81 | |
| 82 | // offset == 12 |
| 83 | #define scalar_access_12_1(x) ((x).sC) |
| 84 | #define scalar_access_12_2(x) ((x).sCD) |
| 85 | #define scalar_access_12_3(x) ((x).sCDE) |
| 86 | #define scalar_access_12_4(x) ((x).sCDEF) |
| 87 | |
| 88 | // offset == 16 |
| 89 | #define scalar_access_16_1(x) ((x).sF) |
| 90 | |
| 91 | /** Loads the rows from 0 to n-1 in the given variables (BASENAME0 to BASENAMEn-1) without allocating variables. |
| 92 | * @name LOAD_TENSOR_ROW_n |
| 93 | * |
| 94 | * @param[in] N0 The number of columns to load |
| 95 | * @param[in] DATA_TYPE The data type of variables |
| 96 | * @param[in] BASENAME The basename of the destination variables for the loaded rows |
| 97 | * @param[in] PTR The base pointer |
| 98 | * @param[in] COL_OFFSET The column vector offset. COL_OFFSET + N0 must be <= 16 |
| 99 | * @param[in] STRIDE_Y The stride value in y-axis direction |
| 100 | * @param[in] Z The z-axis offset vector |
| 101 | * @{ |
| 102 | */ |
| 103 | #define LOAD_TENSOR_ROW_0(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 104 | ({}) |
| 105 | |
| 106 | #define LOAD_TENSOR_ROW_1(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 107 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##0) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 0 * STRIDE_Y + Z##0)); |
| 108 | |
| 109 | #define LOAD_TENSOR_ROW_2(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 110 | LOAD_TENSOR_ROW_1(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 111 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##1) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 1 * STRIDE_Y + Z##1)); |
| 112 | |
| 113 | #define LOAD_TENSOR_ROW_3(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 114 | LOAD_TENSOR_ROW_2(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 115 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##2) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 2 * STRIDE_Y + Z##2)); |
| 116 | |
| 117 | #define LOAD_TENSOR_ROW_4(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 118 | LOAD_TENSOR_ROW_3(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 119 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##3) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 3 * STRIDE_Y + Z##3)); |
| 120 | |
| 121 | #define LOAD_TENSOR_ROW_5(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 122 | LOAD_TENSOR_ROW_4(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 123 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##4) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 4 * STRIDE_Y + Z##4)); |
| 124 | |
| 125 | #define LOAD_TENSOR_ROW_6(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 126 | LOAD_TENSOR_ROW_5(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 127 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##5) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 5 * STRIDE_Y + Z##5)); |
| 128 | |
| 129 | #define LOAD_TENSOR_ROW_7(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 130 | LOAD_TENSOR_ROW_6(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 131 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##6) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 6 * STRIDE_Y + Z##6)); |
| 132 | |
| 133 | #define LOAD_TENSOR_ROW_8(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 134 | LOAD_TENSOR_ROW_7(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 135 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##7) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 7 * STRIDE_Y + Z##7)); |
| 136 | |
| 137 | #define LOAD_TENSOR_ROW_9(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 138 | LOAD_TENSOR_ROW_8(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 139 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##8) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 8 * STRIDE_Y + Z##8)); |
| 140 | |
| 141 | #define LOAD_TENSOR_ROW_10(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 142 | LOAD_TENSOR_ROW_9(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 143 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##9) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 9 * STRIDE_Y + Z##9)); |
| 144 | |
| 145 | #define LOAD_TENSOR_ROW_11(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 146 | LOAD_TENSOR_ROW_10(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 147 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##A) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 10 * STRIDE_Y + Z##A)); |
| 148 | |
| 149 | #define LOAD_TENSOR_ROW_12(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 150 | LOAD_TENSOR_ROW_11(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 151 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##B) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 11 * STRIDE_Y + Z##B)); |
| 152 | |
| 153 | #define LOAD_TENSOR_ROW_13(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 154 | LOAD_TENSOR_ROW_12(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 155 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##C) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 12 * STRIDE_Y + Z##C)); |
| 156 | |
| 157 | #define LOAD_TENSOR_ROW_14(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 158 | LOAD_TENSOR_ROW_13(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 159 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##D) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 13 * STRIDE_Y + Z##D)); |
| 160 | |
| 161 | #define LOAD_TENSOR_ROW_15(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 162 | LOAD_TENSOR_ROW_14(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 163 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##E) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 14 * STRIDE_Y + Z##E)); |
| 164 | |
| 165 | #define LOAD_TENSOR_ROW_16(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 166 | LOAD_TENSOR_ROW_15(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) \ |
| 167 | SCALAR_ACCESS(COL_OFFSET, N0, BASENAME##F) = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + 15 * STRIDE_Y + Z##F)); |
| 168 | /** @}*/ // end of group LOAD_TENSOR_ROW_n |
| 169 | |
| 170 | /** Load tensor (consecutive rows and columns) with Z offset. |
| 171 | * @name LOAD_TENSOR |
| 172 | * |
| 173 | * Supported cases are M0=1,2,3,...,16 and N0=1,2,3,4,8,16 |
| 174 | * The data to load is expected to have consecutive names for each row. |
| 175 | * E.g., for M0=3, and BASENAME=c, the expected data is c0, c1 and c2. |
| 176 | * The Z offset is expected to have consecutive names. |
| 177 | * E.g., for M0=3, and Z=zin, the expected Z offsets are zin0, zin1 and zin2. |
| 178 | * |
| 179 | * @param[in] M0 The number of consecutive rows |
| 180 | * @param[in] N0 The number of consecutive columns |
| 181 | * @param[in] DATA_TYPE The data type of the target |
| 182 | * @param[in] BASENAME The basename of the result variables |
| 183 | * @param[in] PTR The base pointer for the data |
| 184 | * @param[in] COL_OFFSET The column vector offset. COL_OFFSET + N0 must be <= 16 |
| 185 | * @param[in] STRIDE_Y The stride in y-axis direction |
| 186 | * @param[in] Z The z-axis offset vector |
| 187 | * @{ |
| 188 | */ |
| 189 | #define LOAD_TENSOR_STR(M0, N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) LOAD_TENSOR_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) |
| 190 | #define LOAD_TENSOR(M0, N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) LOAD_TENSOR_STR(M0, N0, DATA_TYPE, BASENAME, PTR, COL_OFFSET, STRIDE_Y, Z) |
| 191 | /** @} */ // end of group LOAD_TENSOR |
| 192 | |
| 193 | /** Load 2D tensor (consecutive rows and columns) with Z offset. |
| 194 | * @name LOAD_TENSOR_M0Xn |
| 195 | * |
| 196 | * @param[in] M0 The number of rows to load [0-16] |
| 197 | * @param[in] N0 The number of columns to load [0-16] |
| 198 | * @param[in] DATA_TYPE The data type of variables |
| 199 | * @param[in] BASENAME The basename of the destination variables for the loaded rows |
| 200 | * @param[in] PTR The base pointer |
| 201 | * @param[in] STRIDE_Y The stride value in y-axis direction |
| 202 | * @param[in] Z The z-axis offset vector |
| 203 | * @{ |
| 204 | */ |
| 205 | #define LOAD_TENSOR_M0X0(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 206 | ({}) |
| 207 | |
| 208 | #define LOAD_TENSOR_M0X1(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 209 | LOAD_TENSOR(M0, N0, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); |
| 210 | |
| 211 | #define LOAD_TENSOR_M0X2(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 212 | LOAD_TENSOR(M0, N0, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); |
| 213 | |
| 214 | #define LOAD_TENSOR_M0X3(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 215 | LOAD_TENSOR(M0, N0, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); |
| 216 | |
| 217 | #define LOAD_TENSOR_M0X4(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 218 | LOAD_TENSOR(M0, N0, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); |
| 219 | |
| 220 | #define LOAD_TENSOR_M0X5(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 221 | LOAD_TENSOR(M0, 4, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); \ |
| 222 | LOAD_TENSOR(M0, 1, DATA_TYPE, a, input_ptr + 4 * sizeof(DATA_TYPE), 4, src_stride_y, zin); |
| 223 | |
| 224 | #define LOAD_TENSOR_M0X6(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 225 | LOAD_TENSOR(M0, 4, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); \ |
| 226 | LOAD_TENSOR(M0, 2, DATA_TYPE, a, input_ptr + 4 * sizeof(DATA_TYPE), 4, src_stride_y, zin); |
| 227 | |
| 228 | #define LOAD_TENSOR_M0X7(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 229 | LOAD_TENSOR(M0, 4, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); \ |
| 230 | LOAD_TENSOR(M0, 3, DATA_TYPE, a, input_ptr + 4 * sizeof(DATA_TYPE), 4, src_stride_y, zin); |
| 231 | |
| 232 | #define LOAD_TENSOR_M0X8(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 233 | LOAD_TENSOR(M0, N0, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); |
| 234 | |
| 235 | #define LOAD_TENSOR_M0X9(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 236 | LOAD_TENSOR(M0, 8, DATA_TYPE, a, input_ptr 0, src_stride_y, zin); \ |
| 237 | LOAD_TENSOR(M0, 1, DATA_TYPE, a, input_ptr + 8 * sizeof(DATA_TYPE), 8, src_stride_y, zin); |
| 238 | |
| 239 | #define LOAD_TENSOR_M0X10(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 240 | LOAD_TENSOR(M0, 8, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); \ |
| 241 | LOAD_TENSOR(M0, 2, DATA_TYPE, a, input_ptr + 8 * sizeof(DATA_TYPE), 8, src_stride_y, zin); |
| 242 | |
| 243 | #define LOAD_TENSOR_M0X11(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 244 | LOAD_TENSOR(M0, 8, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); \ |
| 245 | LOAD_TENSOR(M0, 3, DATA_TYPE, a, input_ptr + 8 * sizeof(DATA_TYPE), 8, src_stride_y, zin); |
| 246 | |
| 247 | #define LOAD_TENSOR_M0X12(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 248 | LOAD_TENSOR(M0, 8, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); \ |
| 249 | LOAD_TENSOR(M0, 4, DATA_TYPE, a, input_ptr + 8 * sizeof(DATA_TYPE), 8, src_stride_y, zin); |
| 250 | |
| 251 | #define LOAD_TENSOR_M0X13(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 252 | LOAD_TENSOR(M0, 8, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); \ |
| 253 | LOAD_TENSOR(M0, 4, DATA_TYPE, a, input_ptr + 8 * sizeof(DATA_TYPE), 8, src_stride_y, zin); \ |
| 254 | LOAD_TENSOR(M0, 1, DATA_TYPE, a, input_ptr + 12 * sizeof(DATA_TYPE), 12, src_stride_y, zin); |
| 255 | |
| 256 | #define LOAD_TENSOR_M0X14(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 257 | LOAD_TENSOR(M0, 8, DATA_TYPE, a, input_ptr 0, src_stride_y, zin); \ |
| 258 | LOAD_TENSOR(M0, 4, DATA_TYPE, a, input_ptr + 8 * sizeof(DATA_TYPE), 8, src_stride_y, zin); \ |
| 259 | LOAD_TENSOR(M0, 2, DATA_TYPE, a, input_ptr + 12 * sizeof(DATA_TYPE), 12, src_stride_y, zin); |
| 260 | |
| 261 | #define LOAD_TENSOR_M0X15(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 262 | LOAD_TENSOR(M0, 8, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); \ |
| 263 | LOAD_TENSOR(M0, 4, DATA_TYPE, a, input_ptr + 8 * sizeof(DATA_TYPE), 8, src_stride_y, zin); \ |
| 264 | LOAD_TENSOR(M0, 3, DATA_TYPE, a, input_ptr + 12 * sizeof(DATA_TYPE), 12, src_stride_y, zin); |
| 265 | |
| 266 | #define LOAD_TENSOR_M0X16(M0, N0, DATA_TYPE, a, input_ptr, src_stride_y, zin) \ |
| 267 | LOAD_TENSOR(M0, N0, DATA_TYPE, a, input_ptr, 0, src_stride_y, zin); |
| 268 | /** @}*/ // end of group LOAD_TENSOR_M0Xn |
| 269 | |
| 270 | /** Load 2D tensor (consecutive rows and columns) with Z offset. |
| 271 | * @name LOAD_TENSOR_M0XN0 |
| 272 | * |
| 273 | * @param[in] M0 The number of consecutive rows [0-16] |
| 274 | * @param[in] N0 The number of consecutive columns [0-16] |
| 275 | * @param[in] DATA_TYPE The data type of the target |
| 276 | * @param[in] BASENAME The basename of the result variables |
| 277 | * @param[in] PTR The base pointer for the data |
| 278 | * @param[in] STRIDE_Y The stride in y-axis direction |
| 279 | * @param[in] Z The z-axis offset vector |
| 280 | * @{ |
| 281 | */ |
| 282 | #define LOAD_TENSOR_M0XN0_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) LOAD_TENSOR_M0X##N0(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) |
| 283 | #define LOAD_TENSOR_M0XN0(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) LOAD_TENSOR_M0XN0_STR(M0, N0, DATA_TYPE, BASENAME, PTR, STRIDE_Y, Z) |
| 284 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 285 | /** Loads the rows from 0 to n-1 in the given variables (BASENAME0 to BASENAMEn-1). |
| 286 | * @name LOAD_ROW_n |
| 287 | * |
Gian Marco Iodice | 73cdaac | 2020-08-10 21:44:14 +0100 | [diff] [blame] | 288 | * @param[in] N0 The number of columns to load |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 289 | * @param[in] DATA_TYPE The data type of variables |
| 290 | * @param[in] BASENAME The basename of the destination variables for the loaded rows |
| 291 | * @param[in] PTR The base pointer |
| 292 | * @param[in] OFFSET The offset within a row |
| 293 | * @param[in] STRIDE_Y The stride value in y-axis direction |
| 294 | * @param[in] Z The z-axis offset vector |
| 295 | * @{ |
| 296 | */ |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 297 | #define LOAD_ROW_1(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 298 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 299 | BASENAME##0 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 0 * STRIDE_Y + Z##0)); |
| 300 | |
| 301 | #define LOAD_ROW_2(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 302 | LOAD_ROW_1(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 303 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 304 | BASENAME##1 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 1 * STRIDE_Y + Z##1)); |
| 305 | |
| 306 | #define LOAD_ROW_3(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 307 | LOAD_ROW_2(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 308 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 309 | BASENAME##2 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 2 * STRIDE_Y + Z##2)); |
| 310 | |
| 311 | #define LOAD_ROW_4(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 312 | LOAD_ROW_3(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 313 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 314 | BASENAME##3 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 3 * STRIDE_Y + Z##3)); |
| 315 | |
| 316 | #define LOAD_ROW_5(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 317 | LOAD_ROW_4(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 318 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 319 | BASENAME##4 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 4 * STRIDE_Y + Z##4)); |
| 320 | |
| 321 | #define LOAD_ROW_6(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 322 | LOAD_ROW_5(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 323 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 324 | BASENAME##5 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 5 * STRIDE_Y + Z##5)); |
| 325 | |
| 326 | #define LOAD_ROW_7(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 327 | LOAD_ROW_6(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 328 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 329 | BASENAME##6 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 6 * STRIDE_Y + Z##6)); |
| 330 | |
| 331 | #define LOAD_ROW_8(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 332 | LOAD_ROW_7(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 333 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 334 | BASENAME##7 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 7 * STRIDE_Y + Z##7)); |
| 335 | |
| 336 | #define LOAD_ROW_9(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 337 | LOAD_ROW_8(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 338 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 339 | BASENAME##8 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 8 * STRIDE_Y + Z##8)); |
| 340 | |
| 341 | #define LOAD_ROW_10(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 342 | LOAD_ROW_9(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 343 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 344 | BASENAME##9 = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 9 * STRIDE_Y + Z##9)); |
| 345 | |
| 346 | #define LOAD_ROW_11(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 347 | LOAD_ROW_10(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 348 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 349 | BASENAME##A = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 10 * STRIDE_Y + Z##A)); |
| 350 | |
| 351 | #define LOAD_ROW_12(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 352 | LOAD_ROW_11(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 353 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 354 | BASENAME##B = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 11 * STRIDE_Y + Z##B)); |
| 355 | |
| 356 | #define LOAD_ROW_13(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 357 | LOAD_ROW_12(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 358 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 359 | BASENAME##C = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 12 * STRIDE_Y + Z##C)); |
| 360 | |
| 361 | #define LOAD_ROW_14(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 362 | LOAD_ROW_13(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 363 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 364 | BASENAME##D = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 13 * STRIDE_Y + Z##D)); |
| 365 | |
| 366 | #define LOAD_ROW_15(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 367 | LOAD_ROW_14(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 368 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 369 | BASENAME##E = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 14 * STRIDE_Y + Z##E)); |
| 370 | |
| 371 | #define LOAD_ROW_16(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 372 | LOAD_ROW_15(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) \ |
| 373 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 374 | BASENAME##F = VLOAD(N0)(0, (__global DATA_TYPE *)(PTR + OFFSET + 15 * STRIDE_Y + Z##F)); |
| 375 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 376 | /** @}*/ // end of group LOAD_ROW_n |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 377 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 378 | /** Load Blocks (consecutive rows and columns) with Z offset. |
| 379 | * @name LOAD_BLOCK |
| 380 | * |
| 381 | * Supported cases are M0=1,2,3,...,16 and N0=1,2,3,4,8,16 |
| 382 | * The data to load is expected to have consecutive names for each row. |
| 383 | * E.g., for M0=3, and BASENAME=c, the expected data is c0, c1 and c2. |
| 384 | * The Z offset is expected to have consecutive names. |
| 385 | * E.g., for M0=3, and Z=zin, the expected Z offsets are zin0, zin1 and zin2. |
| 386 | * |
| 387 | * @param[in] M0 The number of consecutive rows |
| 388 | * @param[in] N0 The number of consecutive columns |
| 389 | * @param[in] DATA_TYPE The data type of the target |
| 390 | * @param[in] BASENAME The basename of the result variables |
| 391 | * @param[in] PTR The base pointer for the data |
| 392 | * @param[in] OFFSET The offset within a row |
| 393 | * @param[in] STRIDE_Y The stride in y-axis direction |
| 394 | * @param[in] Z The z-axis offset vector |
| 395 | * @{ |
| 396 | */ |
| 397 | #define LOAD_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) LOAD_ROW_##M0(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) |
| 398 | #define LOAD_BLOCK(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) LOAD_BLOCK_STR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y, Z) |
| 399 | /** @} */ // end of group LOAD_BLOCK |
| 400 | |
Gian Marco Iodice | e3a849a | 2020-06-10 17:59:30 +0100 | [diff] [blame] | 401 | /** Loads the rows from 0 to n-1 in the given variables (BASENAME0 to BASENAMEn-1). |
| 402 | * @name LOAD_TEXTURE2D_ROW_n |
| 403 | * |
| 404 | * @param[in] N0 The number of pixels to read |
| 405 | * @param[in] DATA_TYPE The data type of variables |
| 406 | * @param[in] BASENAME The basename of the destination variables for the loaded rows |
| 407 | * @param[in] IMG The 2D OpenCL image object |
| 408 | * @param[in] X_COORD The x coordinate for the top-left pixel |
| 409 | * @param[in] Y_COORD The y coordinate for the top-left pixel |
| 410 | * @param[in] X_STEP_ROW The incremental step row for the x coordinate (in pixels) |
| 411 | * @param[in] Y_STEP_ROW The incremental step row for the y coordinate (in pixels) |
| 412 | * @{ |
| 413 | */ |
| 414 | #define LOAD_TEXTURE2D_ROW_1(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 415 | BASENAME##0 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 0 * X_STEP_ROW), (Y_COORD + 0 * Y_STEP_ROW)) |
| 416 | |
| 417 | #define LOAD_TEXTURE2D_ROW_2(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 418 | LOAD_TEXTURE2D_ROW_1(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 419 | BASENAME##1 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 1 * X_STEP_ROW), (Y_COORD + 1 * Y_STEP_ROW)) |
| 420 | |
| 421 | #define LOAD_TEXTURE2D_ROW_3(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 422 | LOAD_TEXTURE2D_ROW_2(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 423 | BASENAME##2 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 2 * X_STEP_ROW), (Y_COORD + 2 * Y_STEP_ROW)) |
| 424 | |
| 425 | #define LOAD_TEXTURE2D_ROW_4(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 426 | LOAD_TEXTURE2D_ROW_3(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 427 | BASENAME##3 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 3 * X_STEP_ROW), (Y_COORD + 3 * Y_STEP_ROW)) |
| 428 | |
| 429 | #define LOAD_TEXTURE2D_ROW_5(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 430 | LOAD_TEXTURE2D_ROW_4(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 431 | BASENAME##4 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 4 * X_STEP_ROW), (Y_COORD + 4 * Y_STEP_ROW)) |
| 432 | |
| 433 | #define LOAD_TEXTURE2D_ROW_6(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 434 | LOAD_TEXTURE2D_ROW_5(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 435 | BASENAME##5 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 5 * X_STEP_ROW), (Y_COORD + 5 * Y_STEP_ROW)) |
| 436 | |
| 437 | #define LOAD_TEXTURE2D_ROW_7(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 438 | LOAD_TEXTURE2D_ROW_6(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 439 | BASENAME##6 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 6 * X_STEP_ROW), (Y_COORD + 6 * Y_STEP_ROW)) |
| 440 | |
| 441 | #define LOAD_TEXTURE2D_ROW_8(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 442 | LOAD_TEXTURE2D_ROW_7(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 443 | BASENAME##7 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 7 * X_STEP_ROW), (Y_COORD + 7 * Y_STEP_ROW)) |
| 444 | |
| 445 | #define LOAD_TEXTURE2D_ROW_9(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 446 | LOAD_TEXTURE2D_ROW_8(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 447 | BASENAME##8 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 8 * X_STEP_ROW), (Y_COORD + 8 * Y_STEP_ROW)) |
| 448 | |
| 449 | #define LOAD_TEXTURE2D_ROW_10(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 450 | LOAD_TEXTURE2D_ROW_9(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 451 | BASENAME##9 = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 9 * X_STEP_ROW), (Y_COORD + 9 * Y_STEP_ROW)) |
| 452 | |
| 453 | #define LOAD_TEXTURE2D_ROW_11(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 454 | LOAD_TEXTURE2D_ROW_10(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 455 | BASENAME##A = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 10 * X_STEP_ROW), (Y_COORD + 10 * Y_STEP_ROW)) |
| 456 | |
| 457 | #define LOAD_TEXTURE2D_ROW_12(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 458 | LOAD_TEXTURE2D_ROW_11(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 459 | BASENAME##B = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 11 * X_STEP_ROW), (Y_COORD + 11 * Y_STEP_ROW)) |
| 460 | |
| 461 | #define LOAD_TEXTURE2D_ROW_13(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 462 | LOAD_TEXTURE2D_ROW_12(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 463 | BASENAME##C = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 12 * X_STEP_ROW), (Y_COORD + 12 * Y_STEP_ROW)) |
| 464 | |
| 465 | #define LOAD_TEXTURE2D_ROW_14(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 466 | LOAD_TEXTURE2D_ROW_13(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 467 | BASENAME##D = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 13 * X_STEP_ROW), (Y_COORD + 13 * Y_STEP_ROW)) |
| 468 | |
| 469 | #define LOAD_TEXTURE2D_ROW_15(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 470 | LOAD_TEXTURE2D_ROW_14(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 471 | BASENAME##E = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 14 * X_STEP_ROW), (Y_COORD + 14 * Y_STEP_ROW)) |
| 472 | |
| 473 | #define LOAD_TEXTURE2D_ROW_16(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 474 | LOAD_TEXTURE2D_ROW_15(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) \ |
| 475 | BASENAME##F = READ_IMAGE2D(DATA_TYPE, N0, IMG, (X_COORD + 15 * X_STEP_ROW), (Y_COORD + 15 * Y_STEP_ROW)) |
| 476 | /** @} */ // end of group LOAD_TEXTURE2D_ROW_n |
| 477 | |
| 478 | /** Load a 2D texture in unit of pixel. A pixel is made of 4 floating point values |
| 479 | * @name LOAD_TEXTURE2D |
| 480 | * |
| 481 | * Supported cases are M0=1,2,3,...,16 and N0=1 |
| 482 | * The data to load is expected to have consecutive names for each row. |
| 483 | * E.g., for M0=3, and BASENAME=c, the expected data is c0, c1 and c2. |
| 484 | * |
| 485 | * @param[in] M0 The number of consecutive rows |
| 486 | * @param[in] N0 The number of consecutive pixels. Only 1, 2 and 4 are supported |
| 487 | * @param[in] DATA_TYPE The data type of the target |
| 488 | * @param[in] BASENAME The basename of the result variables |
| 489 | * @param[in] IMG The 2D OpenCL image object |
| 490 | * @param[in] X_COORD The x coordinate for the top-left pixel |
| 491 | * @param[in] Y_COORD The y coordinate for the top-left pixel |
| 492 | * @param[in] X_STEP_ROW The incremental step row for the x coordinate (in pixels) |
| 493 | * @param[in] Y_STEP_ROW The incremental step row for the y coordinate (in pixels) |
| 494 | * @{ |
| 495 | */ |
| 496 | #define LOAD_TEXTURE2D_STR(M0, N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) LOAD_TEXTURE2D_ROW_##M0(N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) |
| 497 | #define LOAD_TEXTURE2D(M0, N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) LOAD_TEXTURE2D_STR(M0, N0, DATA_TYPE, BASENAME, IMG, X_COORD, Y_COORD, X_STEP_ROW, Y_STEP_ROW) |
| 498 | /** @} */ // end of group LOAD_TEXTURE2D |
| 499 | |
Michele Di Giorgio | b54ba28 | 2020-01-14 15:31:55 +0000 | [diff] [blame] | 500 | /** Loads the elements from 0 to n-1 in the given variables (BASENAME0 to BASENAMEn-1). |
| 501 | * @name LOAD_ELEMENT_n |
| 502 | * |
| 503 | * @param[in] N0 The number of rows to load |
| 504 | * @param[in] DATA_TYPE The data type of variables |
| 505 | * @param[in] BASENAME The basename of the destination variables for the loaded rows |
| 506 | * @param[in] PTR The base pointer |
| 507 | * @param[in] OFFSET The offset within a row |
| 508 | * @param[in] STRIDE_Y The stride value in y-axis direction |
| 509 | * @{ |
| 510 | */ |
| 511 | #define LOAD_ELEMENT_1(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 512 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 513 | BASENAME##0 = *((__global DATA_TYPE *)(PTR + OFFSET + 0 * STRIDE_Y)); |
| 514 | |
| 515 | #define LOAD_ELEMENT_2(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 516 | LOAD_ELEMENT_1(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 517 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 518 | BASENAME##1 = *((__global DATA_TYPE *)(PTR + OFFSET + 1 * STRIDE_Y)); |
| 519 | |
| 520 | #define LOAD_ELEMENT_3(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 521 | LOAD_ELEMENT_2(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 522 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 523 | BASENAME##2 = *((__global DATA_TYPE *)(PTR + OFFSET + 2 * STRIDE_Y)); |
| 524 | |
| 525 | #define LOAD_ELEMENT_4(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 526 | LOAD_ELEMENT_3(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 527 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 528 | BASENAME##3 = *((__global DATA_TYPE *)(PTR + OFFSET + 3 * STRIDE_Y)); |
| 529 | |
| 530 | #define LOAD_ELEMENT_5(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 531 | LOAD_ELEMENT_4(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 532 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 533 | BASENAME##4 = *((__global DATA_TYPE *)(PTR + OFFSET + 4 * STRIDE_Y)); |
| 534 | |
| 535 | #define LOAD_ELEMENT_6(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 536 | LOAD_ELEMENT_5(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 537 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 538 | BASENAME##5 = *((__global DATA_TYPE *)(PTR + OFFSET + 5 * STRIDE_Y)); |
| 539 | |
| 540 | #define LOAD_ELEMENT_7(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 541 | LOAD_ELEMENT_6(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 542 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 543 | BASENAME##6 = *((__global DATA_TYPE *)(PTR + OFFSET + 6 * STRIDE_Y)); |
| 544 | |
| 545 | #define LOAD_ELEMENT_8(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 546 | LOAD_ELEMENT_7(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 547 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 548 | BASENAME##7 = *((__global DATA_TYPE *)(PTR + OFFSET + 7 * STRIDE_Y)); |
| 549 | |
| 550 | #define LOAD_ELEMENT_9(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 551 | LOAD_ELEMENT_8(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 552 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 553 | BASENAME##8 = *((__global DATA_TYPE *)(PTR + OFFSET + 8 * STRIDE_Y)); |
| 554 | |
| 555 | #define LOAD_ELEMENT_10(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 556 | LOAD_ELEMENT_9(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 557 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 558 | BASENAME##9 = *((__global DATA_TYPE *)(PTR + OFFSET + 9 * STRIDE_Y)); |
| 559 | |
| 560 | #define LOAD_ELEMENT_11(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 561 | LOAD_ELEMENT_10(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 562 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 563 | BASENAME##A = *((__global DATA_TYPE *)(PTR + OFFSET + 10 * STRIDE_Y)); |
| 564 | |
| 565 | #define LOAD_ELEMENT_12(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 566 | LOAD_ELEMENT_11(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 567 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 568 | BASENAME##B = *((__global DATA_TYPE *)(PTR + OFFSET + 11 * STRIDE_Y)); |
| 569 | |
| 570 | #define LOAD_ELEMENT_13(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 571 | LOAD_ELEMENT_12(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 572 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 573 | BASENAME##C = *((__global DATA_TYPE *)(PTR + OFFSET + 12 * STRIDE_Y)); |
| 574 | |
| 575 | #define LOAD_ELEMENT_14(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 576 | LOAD_ELEMENT_13(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 577 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 578 | BASENAME##D = *((__global DATA_TYPE *)(PTR + OFFSET + 13 * STRIDE_Y)); |
| 579 | |
| 580 | #define LOAD_ELEMENT_15(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 581 | LOAD_ELEMENT_14(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 582 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 583 | BASENAME##E = *((__global DATA_TYPE *)(PTR + OFFSET + 14 * STRIDE_Y)); |
| 584 | |
| 585 | #define LOAD_ELEMENT_16(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 586 | LOAD_ELEMENT_15(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) \ |
| 587 | VEC_DATA_TYPE(DATA_TYPE, N0) \ |
| 588 | BASENAME##F = *((__global DATA_TYPE *)(PTR + OFFSET + 15 * STRIDE_Y)); |
| 589 | |
| 590 | /** @}*/ // end of group LOAD_ELEMENT_n |
| 591 | |
| 592 | /** Load Scalar as Vector (consecutive elements). |
| 593 | * @name LOAD_SCALAR_AS_VECTOR |
| 594 | * |
| 595 | * Supported cases are M0=1,2,3,...,16 and N0=1,2,3,4,8,16 |
| 596 | * The data to load is expected to have consecutive names for each row. |
| 597 | * E.g., for M0=3, and BASENAME=c, the expected data is c0, c1 and c2. |
| 598 | * |
| 599 | * @param[in] M0 The number of consecutive rows |
| 600 | * @param[in] N0 The number of consecutive columns |
| 601 | * @param[in] DATA_TYPE The data type of the target |
| 602 | * @param[in] BASENAME The basename of the result variables |
| 603 | * @param[in] PTR The base pointer for the data |
| 604 | * @param[in] OFFSET The offset within a row |
| 605 | * @param[in] STRIDE_Y The stride in y-axis direction |
| 606 | * @{ |
| 607 | */ |
| 608 | #define LOAD_SCALAR_AS_VECTOR_STR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) LOAD_ELEMENT_##M0(N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) |
| 609 | #define LOAD_SCALAR_AS_VECTOR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) LOAD_SCALAR_AS_VECTOR_STR(M0, N0, DATA_TYPE, BASENAME, PTR, OFFSET, STRIDE_Y) |
| 610 | /** @} */ // end of group LOAD_SCALAR_AS_VECTOR |
| 611 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 612 | /** Basic macros to calculate Z offset values from Z0 to Zn-1 |
| 613 | * @name CALCULATE_Z_OFFSET_n |
| 614 | * |
| 615 | * @param[in] M0 The number of offset values to calculate |
| 616 | * @param[in] DATA_TYPE The data type of the results |
| 617 | * @param[in] Z The basename of the result variables |
| 618 | * @param[in] Y The work-itme ID of y-axis |
| 619 | * @param[in] HEIGHT_GEMM3D The height of GEMM3D |
| 620 | * @param[in] DEPTH_GEMM3D The depth of GEMM3D |
| 621 | * @param[in] CROSS_PLANE_PAD The padding required for plane changes accross the z-dimension |
| 622 | * @param[in] STRIDE_Y The stride value in y-axis direction |
| 623 | * |
| 624 | * @{ |
| 625 | */ |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 626 | #define CALCULATE_Z_OFFSET_1(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
Gian Marco Iodice | 9ae06d4 | 2020-10-22 16:37:12 +0100 | [diff] [blame] | 627 | Z##0 = (0 + (DATA_TYPE)(Y)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
Gian Marco Iodice | 43a129e | 2019-05-14 10:14:08 +0100 | [diff] [blame] | 628 | Z##0 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##0); \ |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 629 | Z##0 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| 630 | |
| 631 | #define CALCULATE_Z_OFFSET_2(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| 632 | CALCULATE_Z_OFFSET_1(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
Gian Marco Iodice | 9ae06d4 | 2020-10-22 16:37:12 +0100 | [diff] [blame] | 633 | Z##1 = (1 + (DATA_TYPE)(Y)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
Gian Marco Iodice | 43a129e | 2019-05-14 10:14:08 +0100 | [diff] [blame] | 634 | Z##1 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##1); \ |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 635 | Z##1 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| 636 | |
| 637 | #define CALCULATE_Z_OFFSET_3(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| 638 | CALCULATE_Z_OFFSET_2(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
Gian Marco Iodice | 9ae06d4 | 2020-10-22 16:37:12 +0100 | [diff] [blame] | 639 | Z##2 = (2 + (DATA_TYPE)(Y)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
Gian Marco Iodice | 43a129e | 2019-05-14 10:14:08 +0100 | [diff] [blame] | 640 | Z##2 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##2); \ |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 641 | Z##2 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| 642 | |
| 643 | #define CALCULATE_Z_OFFSET_4(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| 644 | CALCULATE_Z_OFFSET_3(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
Gian Marco Iodice | 9ae06d4 | 2020-10-22 16:37:12 +0100 | [diff] [blame] | 645 | Z##3 = (3 + (DATA_TYPE)(Y)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
Gian Marco Iodice | 43a129e | 2019-05-14 10:14:08 +0100 | [diff] [blame] | 646 | Z##3 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##3); \ |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 647 | Z##3 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| 648 | |
| 649 | #define CALCULATE_Z_OFFSET_5(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| 650 | CALCULATE_Z_OFFSET_4(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
Gian Marco Iodice | 9ae06d4 | 2020-10-22 16:37:12 +0100 | [diff] [blame] | 651 | Z##4 = (4 + (DATA_TYPE)(Y)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
Gian Marco Iodice | 43a129e | 2019-05-14 10:14:08 +0100 | [diff] [blame] | 652 | Z##4 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##4); \ |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 653 | Z##4 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| 654 | |
| 655 | #define CALCULATE_Z_OFFSET_6(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| 656 | CALCULATE_Z_OFFSET_5(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
Gian Marco Iodice | 9ae06d4 | 2020-10-22 16:37:12 +0100 | [diff] [blame] | 657 | Z##5 = (5 + (DATA_TYPE)(Y)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
Gian Marco Iodice | 43a129e | 2019-05-14 10:14:08 +0100 | [diff] [blame] | 658 | Z##5 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##5); \ |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 659 | Z##5 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| 660 | |
| 661 | #define CALCULATE_Z_OFFSET_7(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| 662 | CALCULATE_Z_OFFSET_6(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
Gian Marco Iodice | 9ae06d4 | 2020-10-22 16:37:12 +0100 | [diff] [blame] | 663 | Z##6 = (6 + (DATA_TYPE)(Y)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
Gian Marco Iodice | 43a129e | 2019-05-14 10:14:08 +0100 | [diff] [blame] | 664 | Z##6 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##6); \ |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 665 | Z##6 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| 666 | |
| 667 | #define CALCULATE_Z_OFFSET_8(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
| 668 | CALCULATE_Z_OFFSET_7(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) \ |
Gian Marco Iodice | 9ae06d4 | 2020-10-22 16:37:12 +0100 | [diff] [blame] | 669 | Z##7 = (7 + (DATA_TYPE)(Y)) / (DATA_TYPE)HEIGHT_GEMM3D; \ |
Gian Marco Iodice | 43a129e | 2019-05-14 10:14:08 +0100 | [diff] [blame] | 670 | Z##7 = min((DATA_TYPE)(DEPTH_GEMM3D - 1), Z##7); \ |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 671 | Z##7 *= (CROSS_PLANE_PAD * STRIDE_Y); |
| 672 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 673 | /** @} */ // end of group CALCULATE_Z_OFFSET_n |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 674 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 675 | /** Calculate Z offset values from Z0 to Zn-1 |
| 676 | * @name CALCULATE_Z_OFFSET |
| 677 | * |
| 678 | * The Z offsets are expected to have consecutive names. |
| 679 | * E.g., for M0=3 and Z=zin, the expected names of Z offsets are zin1, zin2, zin3. |
| 680 | * Note that, CROSS_PLANE_PAD (cross plain padding) is required to take into account |
| 681 | * the possible cross plane paddings in case of the plance changes across the z-dimension. |
| 682 | * |
| 683 | * <!-- |
| 684 | * | | |
| 685 | * | plane0 | |
| 686 | * | | |
| 687 | * |__________________| |
| 688 | * |******************| |
| 689 | * | cross_plane_pad | |
| 690 | * |******************| |
| 691 | * | | |
| 692 | * | plane1 | |
| 693 | * | | |
| 694 | * |__________________| |
| 695 | * --> |
| 696 | * |
| 697 | * @param[in] M0 The number of offset values to calculate |
| 698 | * @param[in] DATA_TYPE The data type of the results |
| 699 | * @param[in] Z The basename of the result variables |
| 700 | * @param[in] Y The work-itme ID of y-axis |
| 701 | * @param[in] HEIGHT_GEMM3D The height of GEMM3D |
| 702 | * @param[in] DEPTH_GEMM3D The depth of GEMM3D |
| 703 | * @param[in] CROSS_PLANE_PAD The padding required for plane changes accross the z-dimension |
| 704 | * @param[in] STRIDE_Y The stride value in y-axis direction |
| 705 | * @{ |
| 706 | */ |
| 707 | #define CALCULATE_Z_OFFSET_STR(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) CALCULATE_Z_OFFSET_##M0(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) |
| 708 | #define CALCULATE_Z_OFFSET(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) CALCULATE_Z_OFFSET_STR(M0, DATA_TYPE, Z, Y, HEIGHT_GEMM3D, DEPTH_GEMM3D, CROSS_PLANE_PAD, STRIDE_Y) |
| 709 | /** @} */ // end of group CALCULATE_Z_OFFSET |
| 710 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 711 | /** Scale the rows in the given variables (BASENAME0 to BASENAMEn-1) |
| 712 | * @name SCALE_ROW_n |
| 713 | * |
| 714 | * @param[in] DATA_TYPE The data type of the variables |
| 715 | * @param[in] BASENAME The basename of the variables |
| 716 | * @param[in] SCALE The scale factor |
| 717 | * @{ |
| 718 | */ |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 719 | #define SCALE_ROW_1(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 720 | BASENAME##0 *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 721 | |
| 722 | #define SCALE_ROW_2(DATA_TYPE, BASENAME, SCALE) \ |
| 723 | SCALE_ROW_1(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 724 | BASENAME##1 *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 725 | |
| 726 | #define SCALE_ROW_3(DATA_TYPE, BASENAME, SCALE) \ |
| 727 | SCALE_ROW_2(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 728 | BASENAME##2 *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 729 | |
| 730 | #define SCALE_ROW_4(DATA_TYPE, BASENAME, SCALE) \ |
| 731 | SCALE_ROW_3(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 732 | BASENAME##3 *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 733 | |
| 734 | #define SCALE_ROW_5(DATA_TYPE, BASENAME, SCALE) \ |
| 735 | SCALE_ROW_4(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 736 | BASENAME##4 *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 737 | |
| 738 | #define SCALE_ROW_6(DATA_TYPE, BASENAME, SCALE) \ |
| 739 | SCALE_ROW_5(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 740 | BASENAME##5 *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 741 | |
| 742 | #define SCALE_ROW_7(DATA_TYPE, BASENAME, SCALE) \ |
| 743 | SCALE_ROW_6(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 744 | BASENAME##6 *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 745 | |
| 746 | #define SCALE_ROW_8(DATA_TYPE, BASENAME, SCALE) \ |
| 747 | SCALE_ROW_7(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 748 | BASENAME##7 *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 749 | |
| 750 | #define SCALE_ROW_9(DATA_TYPE, BASENAME, SCALE) \ |
| 751 | SCALE_ROW_8(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 752 | BASENAME##8 *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 753 | |
| 754 | #define SCALE_ROW_10(DATA_TYPE, BASENAME, SCALE) \ |
| 755 | SCALE_ROW_9(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 756 | BASENAME##9 *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 757 | |
| 758 | #define SCALE_ROW_11(DATA_TYPE, BASENAME, SCALE) \ |
| 759 | SCALE_ROW_10(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 760 | BASENAME##A *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 761 | |
| 762 | #define SCALE_ROW_12(DATA_TYPE, BASENAME, SCALE) \ |
| 763 | SCALE_ROW_11(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 764 | BASENAME##B *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 765 | |
| 766 | #define SCALE_ROW_13(DATA_TYPE, BASENAME, SCALE) \ |
| 767 | SCALE_ROW_12(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 768 | BASENAME##C *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 769 | |
| 770 | #define SCALE_ROW_14(DATA_TYPE, BASENAME, SCALE) \ |
| 771 | SCALE_ROW_13(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 772 | BASENAME##D *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 773 | |
| 774 | #define SCALE_ROW_15(DATA_TYPE, BASENAME, SCALE) \ |
| 775 | SCALE_ROW_14(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 776 | BASENAME##E *= (DATA_TYPE)SCALE; |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 777 | |
| 778 | #define SCALE_ROW_16(DATA_TYPE, BASENAME, SCALE) \ |
| 779 | SCALE_ROW_15(DATA_TYPE, BASENAME, SCALE) \ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 780 | BASENAME##F *= (DATA_TYPE)SCALE; |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 781 | /** @} */ // end of group SCALE_ROW_n |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 782 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 783 | /** Scale elements stored in a block (BASENAME) |
| 784 | * @name SCALE_BLOCK |
| 785 | * |
| 786 | * Supported cases are N=1,2,3,...,16 |
| 787 | * |
| 788 | * @param[in] N The number of rows in the block |
| 789 | * @param[in] DATA_TYPE The data type of the block |
| 790 | * @param[in] BASENAME The basename of the block |
| 791 | * @param[in] SCALE The scale factor |
| 792 | * @{ |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 793 | */ |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 794 | #define SCALE_BLOCK_STR(N, DATA_TYPE, BASENAME, SCALE) SCALE_ROW_##N(DATA_TYPE, BASENAME, SCALE) |
Usama Arif | 0681e3b | 2019-04-25 14:28:07 +0100 | [diff] [blame] | 795 | #define SCALE_BLOCK(N, DATA_TYPE, BASENAME, SCALE) SCALE_BLOCK_STR(N, DATA_TYPE, BASENAME, SCALE) |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 796 | /** @} */ // end of group SCALE_BLOCK |
Gian Marco Iodice | 43a129e | 2019-05-14 10:14:08 +0100 | [diff] [blame] | 797 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 798 | /** Create a new vector containing the values at the given index for a set of given vectors |
| 799 | * @name COLUMN_VECTORn |
| 800 | * |
| 801 | * @param[in] IDX_COL The index value |
| 802 | * @param[in] BASENAME The basename of the destination vectors |
| 803 | * @param[in] X The basename of the source vectors |
Michele Di Giorgio | f9179d3 | 2019-11-27 16:17:30 +0000 | [diff] [blame] | 804 | * @param[in] TYPE The data type of the destination vectors |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 805 | * @{ |
| 806 | */ |
Michele Di Giorgio | f9179d3 | 2019-11-27 16:17:30 +0000 | [diff] [blame] | 807 | #define COLUMN_VECTOR1(IDX_COL, BASENAME, X, TYPE) \ |
| 808 | TYPE BASENAME##IDX_COL = (TYPE)((X##0).s##IDX_COL); |
| 809 | #define COLUMN_VECTOR2(IDX_COL, BASENAME, X, TYPE) \ |
| 810 | VEC_DATA_TYPE(TYPE, 2) \ |
| 811 | BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 2))((X##0).s##IDX_COL, (X##1).s##IDX_COL); |
| 812 | #define COLUMN_VECTOR3(IDX_COL, BASENAME, X, TYPE) \ |
| 813 | VEC_DATA_TYPE(TYPE, 3) \ |
| 814 | BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 3))((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL); |
| 815 | #define COLUMN_VECTOR4(IDX_COL, BASENAME, X, TYPE) \ |
| 816 | VEC_DATA_TYPE(TYPE, 4) \ |
| 817 | BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 4))((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL, (X##3).s##IDX_COL); |
| 818 | #define COLUMN_VECTOR8(IDX_COL, BASENAME, X, TYPE) \ |
| 819 | VEC_DATA_TYPE(TYPE, 8) \ |
| 820 | BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 8))((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL, (X##3).s##IDX_COL, (X##4).s##IDX_COL, (X##5).s##IDX_COL, (X##6).s##IDX_COL, (X##7).s##IDX_COL); |
| 821 | #define COLUMN_VECTOR16(IDX_COL, BASENAME, X, TYPE) \ |
| 822 | VEC_DATA_TYPE(TYPE, 16) \ |
| 823 | BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 16))((X##0).s##IDX_COL, (X##1).s##IDX_COL, (X##2).s##IDX_COL, (X##3).s##IDX_COL, (X##4).s##IDX_COL, (X##5).s##IDX_COL, (X##6).s##IDX_COL, (X##7).s##IDX_COL, (X##8).s##IDX_COL, (X##9).s##IDX_COL, (X##A).s##IDX_COL, (X##B).s##IDX_COL, (X##C).s##IDX_COL, (X##D).s##IDX_COL, (X##E).s##IDX_COL, (X##F).s##IDX_COL); |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 824 | /** @} */ // end of group COLUMN_VECTORn |
Gian Marco Iodice | 43a129e | 2019-05-14 10:14:08 +0100 | [diff] [blame] | 825 | |
Gian Marco Iodice | 061eefd | 2020-04-23 13:40:00 +0100 | [diff] [blame] | 826 | /** Create a new vector containing the values at the given index. Utility macros for transposing a colum-vector |
| 827 | * @name COLUMN_VECTOR_SCALARn |
| 828 | * |
| 829 | * @param[in] IDX_COL The index value |
| 830 | * @param[in] BASENAME The basename of the destination vectors |
| 831 | * @param[in] X The basename of the source vectors |
| 832 | * @param[in] TYPE The data type of the destination vectors |
| 833 | * @{ |
| 834 | */ |
| 835 | #define COLUMN_VECTOR_SCALAR1(IDX_COL, BASENAME, X, TYPE) \ |
| 836 | TYPE BASENAME##IDX_COL = (TYPE)((X##0)); |
| 837 | #define COLUMN_VECTOR_SCALAR2(IDX_COL, BASENAME, X, TYPE) \ |
| 838 | VEC_DATA_TYPE(TYPE, 2) \ |
| 839 | BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 2))((X##0), (X##1)); |
| 840 | #define COLUMN_VECTOR_SCALAR3(IDX_COL, BASENAME, X, TYPE) \ |
| 841 | VEC_DATA_TYPE(TYPE, 3) \ |
| 842 | BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 3))((X##0), (X##1), (X##2)); |
| 843 | #define COLUMN_VECTOR_SCALAR4(IDX_COL, BASENAME, X, TYPE) \ |
| 844 | VEC_DATA_TYPE(TYPE, 4) \ |
| 845 | BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 4))((X##0), (X##1), (X##2), (X##3)); |
| 846 | #define COLUMN_VECTOR_SCALAR8(IDX_COL, BASENAME, X, TYPE) \ |
| 847 | VEC_DATA_TYPE(TYPE, 8) \ |
| 848 | BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 8))((X##0), (X##1), (X##2), (X##3), (X##4), (X##5), (X##6), (X##7)); |
| 849 | #define COLUMN_VECTOR_SCALAR16(IDX_COL, BASENAME, X, TYPE) \ |
| 850 | VEC_DATA_TYPE(TYPE, 16) \ |
| 851 | BASENAME##IDX_COL = (VEC_DATA_TYPE(TYPE, 16))((X##0), (X##1), (X##2), (X##3), (X##4), (X##5), (X##6), (X##7), (X##8), (X##9), (X##A), (X##B), (X##C), (X##D), (X##E), (X##F)); |
| 852 | /** @} */ // end of group COLUMN_VECTORn |
| 853 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 854 | /** Create transposed vectors of the given vectors |
| 855 | * @name TRANSPOSE_K0Xn |
| 856 | * |
| 857 | * @param[in] K0 The size of the source vectors |
| 858 | * @param[in] BASENAME The basename of transposed vectors |
| 859 | * @param[in] B The basename of source vectors for transposition |
Michele Di Giorgio | f9179d3 | 2019-11-27 16:17:30 +0000 | [diff] [blame] | 860 | * @param[in] TYPE The data type of the transposed vectors |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 861 | * @{ |
| 862 | */ |
Michele Di Giorgio | f9179d3 | 2019-11-27 16:17:30 +0000 | [diff] [blame] | 863 | #define TRANSPOSE_K0X1(K0, BASENAME, B, TYPE) \ |
Gian Marco Iodice | 061eefd | 2020-04-23 13:40:00 +0100 | [diff] [blame] | 864 | COLUMN_VECTOR_SCALAR(K0, 0, BASENAME, B, TYPE); |
Michele Di Giorgio | f9179d3 | 2019-11-27 16:17:30 +0000 | [diff] [blame] | 865 | #define TRANSPOSE_K0X2(K0, BASENAME, B, TYPE) \ |
Gian Marco Iodice | 061eefd | 2020-04-23 13:40:00 +0100 | [diff] [blame] | 866 | COLUMN_VECTOR(K0, 0, BASENAME, B, TYPE); \ |
Michele Di Giorgio | f9179d3 | 2019-11-27 16:17:30 +0000 | [diff] [blame] | 867 | COLUMN_VECTOR(K0, 1, BASENAME, B, TYPE); |
| 868 | #define TRANSPOSE_K0X3(K0, BASENAME, B, TYPE) \ |
| 869 | TRANSPOSE_K0X2(K0, BASENAME, B, TYPE); \ |
| 870 | COLUMN_VECTOR(K0, 2, BASENAME, B, TYPE); |
| 871 | #define TRANSPOSE_K0X4(K0, BASENAME, B, TYPE) \ |
| 872 | TRANSPOSE_K0X3(K0, BASENAME, B, TYPE); \ |
| 873 | COLUMN_VECTOR(K0, 3, BASENAME, B, TYPE); |
| 874 | #define TRANSPOSE_K0X8(K0, BASENAME, B, TYPE) \ |
| 875 | TRANSPOSE_K0X4(K0, BASENAME, B, TYPE); \ |
| 876 | COLUMN_VECTOR(K0, 4, BASENAME, B, TYPE); \ |
| 877 | COLUMN_VECTOR(K0, 5, BASENAME, B, TYPE); \ |
| 878 | COLUMN_VECTOR(K0, 6, BASENAME, B, TYPE); \ |
| 879 | COLUMN_VECTOR(K0, 7, BASENAME, B, TYPE); |
| 880 | #define TRANSPOSE_K0X16(K0, BASENAME, B, TYPE) \ |
| 881 | TRANSPOSE_K0X8(K0, BASENAME, B, TYPE); \ |
| 882 | COLUMN_VECTOR(K0, 8, BASENAME, B, TYPE); \ |
| 883 | COLUMN_VECTOR(K0, 9, BASENAME, B, TYPE); \ |
| 884 | COLUMN_VECTOR(K0, A, BASENAME, B, TYPE); \ |
| 885 | COLUMN_VECTOR(K0, B, BASENAME, B, TYPE); \ |
| 886 | COLUMN_VECTOR(K0, C, BASENAME, B, TYPE); \ |
| 887 | COLUMN_VECTOR(K0, D, BASENAME, B, TYPE); \ |
| 888 | COLUMN_VECTOR(K0, E, BASENAME, B, TYPE); \ |
| 889 | COLUMN_VECTOR(K0, F, BASENAME, B, TYPE); |
Gian Marco Iodice | 43a129e | 2019-05-14 10:14:08 +0100 | [diff] [blame] | 890 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 891 | /** @} */ // end of group TRANSPOSE_K0Xn |
| 892 | |
| 893 | /** Create column vectors to contain the values at the given index for a set of given vectors |
| 894 | * |
| 895 | * @param[in] K0 The number of source vectors |
| 896 | * @param[in] IDX_COL The index value |
| 897 | * @param[in] BASENAME The basename of the destination vectors |
| 898 | * @param[in] B The basename of the source vectors |
Michele Di Giorgio | f9179d3 | 2019-11-27 16:17:30 +0000 | [diff] [blame] | 899 | * @param[in] TYPE The data type of the destination vectors |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 900 | */ |
Michele Di Giorgio | f9179d3 | 2019-11-27 16:17:30 +0000 | [diff] [blame] | 901 | #define COLUMN_VECTOR(K0, IDX_COL, BASENAME, B, TYPE) \ |
| 902 | CONCAT(COLUMN_VECTOR, K0) \ |
| 903 | (IDX_COL, BASENAME, B, TYPE); |
Gian Marco Iodice | 43a129e | 2019-05-14 10:14:08 +0100 | [diff] [blame] | 904 | |
Gian Marco Iodice | 061eefd | 2020-04-23 13:40:00 +0100 | [diff] [blame] | 905 | /** Create column vectors to contain the values at the given index. Utility macro for transposing a column-vector |
| 906 | * |
| 907 | * @param[in] K0 The number of source vectors |
| 908 | * @param[in] IDX_COL The index value |
| 909 | * @param[in] BASENAME The basename of the destination vectors |
| 910 | * @param[in] B The basename of the source vectors |
| 911 | * @param[in] TYPE The data type of the destination vectors |
| 912 | */ |
| 913 | #define COLUMN_VECTOR_SCALAR(K0, IDX_COL, BASENAME, B, TYPE) \ |
| 914 | CONCAT(COLUMN_VECTOR_SCALAR, K0) \ |
| 915 | (IDX_COL, BASENAME, B, TYPE); |
| 916 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 917 | /** Create transposed vectors form the given source vectors |
| 918 | * |
| 919 | * @param[in] K0 The size of source vectors |
| 920 | * @param[in] N0 The number of source vectors |
| 921 | * @param[in] BASENAME The basename of transposed vectors |
| 922 | * @param[in] B The basename of source vectors for transposition |
Michele Di Giorgio | f9179d3 | 2019-11-27 16:17:30 +0000 | [diff] [blame] | 923 | * @param[in] TYPE The data type of the transposed vectors |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 924 | * |
| 925 | */ |
Michele Di Giorgio | f9179d3 | 2019-11-27 16:17:30 +0000 | [diff] [blame] | 926 | #define TRANSPOSE_K0XN0(K0, N0, BASENAME, B, TYPE) \ |
| 927 | CONCAT(TRANSPOSE_K0X, N0) \ |
| 928 | (K0, BASENAME, B, TYPE); |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 929 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 930 | /** Add the variables (BIAS0 to BIASn-1) to the others (BASENAME0 to BASENAMEn-1) |
| 931 | * @name ADD_ROW_n |
| 932 | * |
| 933 | * @param[in] BASENAME The basename of the destination variables |
| 934 | * @param[in] BIAS The basename of the added variables |
| 935 | * @{ |
| 936 | */ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 937 | #define ADD_ROW_1(BASENAME, BIAS) \ |
| 938 | BASENAME##0 += BIAS##0; |
| 939 | |
| 940 | #define ADD_ROW_2(BASENAME, BIAS) \ |
| 941 | ADD_ROW_1(BASENAME, BIAS) \ |
| 942 | BASENAME##1 += BIAS##1; |
| 943 | |
| 944 | #define ADD_ROW_3(BASENAME, BIAS) \ |
| 945 | ADD_ROW_2(BASENAME, BIAS) \ |
| 946 | BASENAME##2 += BIAS##2; |
| 947 | |
| 948 | #define ADD_ROW_4(BASENAME, BIAS) \ |
| 949 | ADD_ROW_3(BASENAME, BIAS) \ |
| 950 | BASENAME##3 += BIAS##3; |
| 951 | |
| 952 | #define ADD_ROW_5(BASENAME, BIAS) \ |
| 953 | ADD_ROW_4(BASENAME, BIAS) \ |
| 954 | BASENAME##4 += BIAS##4; |
| 955 | |
| 956 | #define ADD_ROW_6(BASENAME, BIAS) \ |
| 957 | ADD_ROW_5(BASENAME, BIAS) \ |
| 958 | BASENAME##5 += BIAS##5; |
| 959 | |
| 960 | #define ADD_ROW_7(BASENAME, BIAS) \ |
| 961 | ADD_ROW_6(BASENAME, BIAS) \ |
| 962 | BASENAME##6 += BIAS##6; |
| 963 | |
| 964 | #define ADD_ROW_8(BASENAME, BIAS) \ |
| 965 | ADD_ROW_7(BASENAME, BIAS) \ |
| 966 | BASENAME##7 += BIAS##7; |
| 967 | |
| 968 | #define ADD_ROW_9(BASENAME, BIAS) \ |
| 969 | ADD_ROW_8(BASENAME, BIAS) \ |
| 970 | BASENAME##8 += BIAS##8; |
| 971 | |
| 972 | #define ADD_ROW_10(BASENAME, BIAS) \ |
| 973 | ADD_ROW_9(BASENAME, BIAS) \ |
| 974 | BASENAME##9 += BIAS##9; |
| 975 | |
| 976 | #define ADD_ROW_11(BASENAME, BIAS) \ |
| 977 | ADD_ROW_10(BASENAME, BIAS) \ |
| 978 | BASENAME##A += BIAS##A; |
| 979 | |
| 980 | #define ADD_ROW_12(BASENAME, BIAS) \ |
| 981 | ADD_ROW_11(BASENAME, BIAS) \ |
| 982 | BASENAME##B += BIAS##B; |
| 983 | |
| 984 | #define ADD_ROW_13(BASENAME, BIAS) \ |
| 985 | ADD_ROW_12(BASENAME, BIAS) \ |
| 986 | BASENAME##C += BIAS##C; |
| 987 | |
| 988 | #define ADD_ROW_14(BASENAME, BIAS) \ |
| 989 | ADD_ROW_13(BASENAME, BIAS) \ |
| 990 | BASENAME##D += BIAS##D; |
| 991 | |
| 992 | #define ADD_ROW_15(BASENAME, BIAS) \ |
| 993 | ADD_ROW_14(BASENAME, BIAS) \ |
| 994 | BASENAME##E += BIAS##E; |
| 995 | |
| 996 | #define ADD_ROW_16(BASENAME, BIAS) \ |
| 997 | ADD_ROW_15(BASENAME, BIAS) \ |
| 998 | BASENAME##F += BIAS##F; |
| 999 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 1000 | /** @} */ // end of group ADD_ROW_n |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 1001 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 1002 | /** Add the block (BIAS) to another block (BASENAME) |
| 1003 | * @name ADD_BLOCK |
| 1004 | * |
| 1005 | * Supported cases are N=1,2,3,...,16 |
| 1006 | * |
| 1007 | * @param[in] N The number of vectors in the block |
| 1008 | * @param[in] BASENAME The basename of the destination variables |
| 1009 | * @param[in] BIAS The basename of the added variables |
| 1010 | * @{ |
| 1011 | */ |
| 1012 | #define ADD_BLOCK_STR(N, BASENAME, BIAS) ADD_ROW_##N(BASENAME, BIAS) |
| 1013 | #define ADD_BLOCK(N, BASENAME, BIAS) ADD_BLOCK_STR(N, BASENAME, BIAS) |
| 1014 | /** @} */ // end of group ADD_BLOCK |
| 1015 | |
| 1016 | /** Broadcast (add single value) to the each element of the destination variables |
| 1017 | * @name ADD_ROW_BROADCAST_n |
| 1018 | * |
| 1019 | * @param[in] BASENAME The basename of the destination variables |
| 1020 | * @param[in] BIAS The variable containing the value to add |
| 1021 | * @{ |
| 1022 | */ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 1023 | #define ADD_ROW_BROADCAST_1(BASENAME, BIAS) \ |
| 1024 | BASENAME##0 += BIAS; |
| 1025 | |
| 1026 | #define ADD_ROW_BROADCAST_2(BASENAME, BIAS) \ |
| 1027 | ADD_ROW_BROADCAST_1(BASENAME, BIAS) \ |
| 1028 | BASENAME##1 += BIAS; |
| 1029 | |
| 1030 | #define ADD_ROW_BROADCAST_3(BASENAME, BIAS) \ |
| 1031 | ADD_ROW_BROADCAST_2(BASENAME, BIAS) \ |
| 1032 | BASENAME##2 += BIAS; |
| 1033 | |
| 1034 | #define ADD_ROW_BROADCAST_4(BASENAME, BIAS) \ |
| 1035 | ADD_ROW_BROADCAST_3(BASENAME, BIAS) \ |
| 1036 | BASENAME##3 += BIAS; |
| 1037 | |
| 1038 | #define ADD_ROW_BROADCAST_5(BASENAME, BIAS) \ |
| 1039 | ADD_ROW_BROADCAST_4(BASENAME, BIAS) \ |
| 1040 | BASENAME##4 += BIAS; |
| 1041 | |
| 1042 | #define ADD_ROW_BROADCAST_6(BASENAME, BIAS) \ |
| 1043 | ADD_ROW_BROADCAST_5(BASENAME, BIAS) \ |
| 1044 | BASENAME##5 += BIAS; |
| 1045 | |
| 1046 | #define ADD_ROW_BROADCAST_7(BASENAME, BIAS) \ |
| 1047 | ADD_ROW_BROADCAST_6(BASENAME, BIAS) \ |
| 1048 | BASENAME##6 += BIAS; |
| 1049 | |
| 1050 | #define ADD_ROW_BROADCAST_8(BASENAME, BIAS) \ |
| 1051 | ADD_ROW_BROADCAST_7(BASENAME, BIAS) \ |
| 1052 | BASENAME##7 += BIAS; |
| 1053 | |
| 1054 | #define ADD_ROW_BROADCAST_9(BASENAME, BIAS) \ |
| 1055 | ADD_ROW_BROADCAST_8(BASENAME, BIAS) \ |
| 1056 | BASENAME##8 += BIAS; |
| 1057 | |
| 1058 | #define ADD_ROW_BROADCAST_10(BASENAME, BIAS) \ |
| 1059 | ADD_ROW_BROADCAST_9(BASENAME, BIAS) \ |
| 1060 | BASENAME##9 += BIAS; |
| 1061 | |
| 1062 | #define ADD_ROW_BROADCAST_11(BASENAME, BIAS) \ |
| 1063 | ADD_ROW_BROADCAST_10(BASENAME, BIAS) \ |
| 1064 | BASENAME##A += BIAS; |
| 1065 | |
| 1066 | #define ADD_ROW_BROADCAST_12(BASENAME, BIAS) \ |
| 1067 | ADD_ROW_BROADCAST_11(BASENAME, BIAS) \ |
| 1068 | BASENAME##B += BIAS; |
| 1069 | |
| 1070 | #define ADD_ROW_BROADCAST_13(BASENAME, BIAS) \ |
| 1071 | ADD_ROW_BROADCAST_12(BASENAME, BIAS) \ |
| 1072 | BASENAME##C += BIAS; |
| 1073 | |
| 1074 | #define ADD_ROW_BROADCAST_14(BASENAME, BIAS) \ |
| 1075 | ADD_ROW_BROADCAST_13(BASENAME, BIAS) \ |
| 1076 | BASENAME##D += BIAS; |
| 1077 | |
| 1078 | #define ADD_ROW_BROADCAST_15(BASENAME, BIAS) \ |
| 1079 | ADD_ROW_BROADCAST_14(BASENAME, BIAS) \ |
| 1080 | BASENAME##E += BIAS; |
| 1081 | |
| 1082 | #define ADD_ROW_BROADCAST_16(BASENAME, BIAS) \ |
| 1083 | ADD_ROW_BROADCAST_15(BASENAME, BIAS) \ |
| 1084 | BASENAME##F += BIAS; |
| 1085 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 1086 | /** Broadcast (add a value) to the each element of the destination block (BASENAME) |
| 1087 | * @name ADD_BLOCK_BROADCAST |
| 1088 | * |
| 1089 | * Supported cases are N=1,2,3,...,16. |
| 1090 | * |
| 1091 | * @param[in] N The number of vectors in the block |
| 1092 | * @param[in] BASENAME The basename of the destination variables |
| 1093 | * @param[in] BIAS The variable containing the value to add |
| 1094 | * @{ |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 1095 | */ |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 1096 | #define ADD_BLOCK_BROADCAST_STR(N, BASENAME, BIAS) ADD_ROW_BROADCAST_##N(BASENAME, BIAS) |
Georgios Pinitas | b0f342e | 2019-05-21 13:32:43 +0100 | [diff] [blame] | 1097 | #define ADD_BLOCK_BROADCAST(N, BASENAME, BIAS) ADD_BLOCK_BROADCAST_STR(N, BASENAME, BIAS) |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 1098 | /** @} */ // end of group ADD_BLOCK_BROADCAST |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1099 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 1100 | /** Apply activation to the given variables |
| 1101 | * @name ACTIVATION_ROW_n |
| 1102 | * |
| 1103 | * @param[in] ACTIVATION_TYPE The type of the activation |
| 1104 | * @param[in] DATA_TYPE The data type of the vectors |
| 1105 | * @param[in] BASENAME The basename of the variables |
| 1106 | * @param[in] A_VAL Additional value required by the activation |
| 1107 | * @param[in] B_VAL Additional value required by the activation |
| 1108 | * @{ |
| 1109 | */ |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1110 | #define ACTIVATION_ROW_1(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1111 | BASENAME##0 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##0, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1112 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1113 | #define ACTIVATION_ROW_2(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1114 | ACTIVATION_ROW_1(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1115 | BASENAME##1 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##1, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1116 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1117 | #define ACTIVATION_ROW_3(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1118 | ACTIVATION_ROW_2(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1119 | BASENAME##2 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##2, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1120 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1121 | #define ACTIVATION_ROW_4(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1122 | ACTIVATION_ROW_3(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1123 | BASENAME##3 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##3, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1124 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1125 | #define ACTIVATION_ROW_5(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1126 | ACTIVATION_ROW_4(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1127 | BASENAME##4 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##4, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1128 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1129 | #define ACTIVATION_ROW_6(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1130 | ACTIVATION_ROW_5(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1131 | BASENAME##5 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##5, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1132 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1133 | #define ACTIVATION_ROW_7(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1134 | ACTIVATION_ROW_6(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1135 | BASENAME##6 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##6, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1136 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1137 | #define ACTIVATION_ROW_8(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1138 | ACTIVATION_ROW_7(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1139 | BASENAME##7 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##7, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1140 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1141 | #define ACTIVATION_ROW_9(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1142 | ACTIVATION_ROW_8(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1143 | BASENAME##8 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##8, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1144 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1145 | #define ACTIVATION_ROW_10(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1146 | ACTIVATION_ROW_9(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1147 | BASENAME##9 = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##9, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1148 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1149 | #define ACTIVATION_ROW_11(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1150 | ACTIVATION_ROW_10(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1151 | BASENAME##A = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##A, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1152 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1153 | #define ACTIVATION_ROW_12(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1154 | ACTIVATION_ROW_11(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1155 | BASENAME##B = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##B, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1156 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1157 | #define ACTIVATION_ROW_13(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1158 | ACTIVATION_ROW_12(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1159 | BASENAME##C = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##C, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1160 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1161 | #define ACTIVATION_ROW_14(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1162 | ACTIVATION_ROW_13(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1163 | BASENAME##D = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##D, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1164 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1165 | #define ACTIVATION_ROW_15(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1166 | ACTIVATION_ROW_14(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1167 | BASENAME##E = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##E, A_VAL, B_VAL); |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1168 | |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1169 | #define ACTIVATION_ROW_16(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1170 | ACTIVATION_ROW_15(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) \ |
| 1171 | BASENAME##F = ACTIVATION(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME##F, A_VAL, B_VAL); |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 1172 | /** @} */ // end of group ACTIVATION_ROW_n |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1173 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 1174 | /** Apply activation to a block (BASENAME) |
| 1175 | * @name ACTIVATION_BLOCK |
| 1176 | * |
| 1177 | * Supported cases are N=1,2,3,...,16. |
| 1178 | * |
| 1179 | * @param[in] N The number of vectors in the block |
| 1180 | * @param[in] ACTIVATION_TYPE The type of the activation |
| 1181 | * @param[in] DATA_TYPE The data type of the vectors |
| 1182 | * @param[in] BASENAME The basename of the variables |
| 1183 | * @param[in] A_VAL Additional value required by the activation |
| 1184 | * @param[in] B_VAL Additional value required by the activation |
| 1185 | * @{ |
Gian Marco Iodice | ca1f460 | 2019-07-16 15:46:48 +0100 | [diff] [blame] | 1186 | */ |
Giorgio Arena | d056e57 | 2020-10-12 11:53:51 +0100 | [diff] [blame] | 1187 | #define ACTIVATION_BLOCK_STR(N, ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) ACTIVATION_ROW_##N(ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) |
| 1188 | #define ACTIVATION_BLOCK(N, ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) ACTIVATION_BLOCK_STR(N, ACTIVATION_TYPE, DATA_TYPE, VEC_SIZE, BASENAME, A_VAL, B_VAL) |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 1189 | /** @} */ // end of group ACTIVATION_BLOCK |
Gian Marco Iodice | 0c17aa2 | 2019-09-27 09:23:15 +0100 | [diff] [blame] | 1190 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 1191 | /** Apply convert_<data_type> to the given variables |
| 1192 | * @name CONVERT_ROW_n |
| 1193 | * |
| 1194 | * @param[in] N The size of the vectors |
| 1195 | * @param[in] DATA_TYPE The data type of the vectors |
| 1196 | * @param[in] BASENAME_SRC The basename of the source variables |
| 1197 | * @param[in] BASENAME_DST The basename of the destination variables |
| 1198 | */ |
Gian Marco Iodice | 0c17aa2 | 2019-09-27 09:23:15 +0100 | [diff] [blame] | 1199 | #define CONVERT_ROW_1(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1200 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1201 | BASENAME_DST##0 = CONVERT(BASENAME_SRC##0, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1202 | |
| 1203 | #define CONVERT_ROW_2(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1204 | CONVERT_ROW_1(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1205 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1206 | BASENAME_DST##1 = CONVERT(BASENAME_SRC##1, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1207 | |
| 1208 | #define CONVERT_ROW_3(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1209 | CONVERT_ROW_2(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1210 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1211 | BASENAME_DST##2 = CONVERT(BASENAME_SRC##2, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1212 | |
| 1213 | #define CONVERT_ROW_4(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1214 | CONVERT_ROW_3(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1215 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1216 | BASENAME_DST##3 = CONVERT(BASENAME_SRC##3, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1217 | |
| 1218 | #define CONVERT_ROW_5(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1219 | CONVERT_ROW_4(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1220 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1221 | BASENAME_DST##4 = CONVERT(BASENAME_SRC##4, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1222 | |
| 1223 | #define CONVERT_ROW_6(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1224 | CONVERT_ROW_5(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1225 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1226 | BASENAME_DST##5 = CONVERT(BASENAME_SRC##5, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1227 | |
| 1228 | #define CONVERT_ROW_7(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1229 | CONVERT_ROW_6(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1230 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1231 | BASENAME_DST##6 = CONVERT(BASENAME_SRC##6, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1232 | |
| 1233 | #define CONVERT_ROW_8(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1234 | CONVERT_ROW_7(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1235 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1236 | BASENAME_DST##7 = CONVERT(BASENAME_SRC##7, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1237 | |
| 1238 | #define CONVERT_ROW_9(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1239 | CONVERT_ROW_8(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1240 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1241 | BASENAME_DST##8 = CONVERT(BASENAME_SRC##8, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1242 | |
| 1243 | #define CONVERT_ROW_10(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1244 | CONVERT_ROW_9(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1245 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1246 | BASENAME_DST##9 = CONVERT(BASENAME_SRC##9, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1247 | |
| 1248 | #define CONVERT_ROW_11(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1249 | CONVERT_ROW_10(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1250 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1251 | BASENAME_DST##A = CONVERT(BASENAME_SRC##A, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1252 | |
| 1253 | #define CONVERT_ROW_12(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1254 | CONVERT_ROW_11(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1255 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1256 | BASENAME_DST##B = CONVERT(BASENAME_SRC##B, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1257 | |
| 1258 | #define CONVERT_ROW_13(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1259 | CONVERT_ROW_12(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1260 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1261 | BASENAME_DST##C = CONVERT(BASENAME_SRC##C, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1262 | |
| 1263 | #define CONVERT_ROW_14(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1264 | CONVERT_ROW_13(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1265 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1266 | BASENAME_DST##D = CONVERT(BASENAME_SRC##D, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1267 | |
| 1268 | #define CONVERT_ROW_15(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1269 | CONVERT_ROW_14(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1270 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1271 | BASENAME_DST##E = CONVERT(BASENAME_SRC##E, VEC_DATA_TYPE(DATA_TYPE, N)); |
| 1272 | |
| 1273 | #define CONVERT_ROW_16(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1274 | CONVERT_ROW_15(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) \ |
| 1275 | VEC_DATA_TYPE(DATA_TYPE, N) \ |
| 1276 | BASENAME_DST##F = CONVERT(BASENAME_SRC##F, VEC_DATA_TYPE(DATA_TYPE, N)); |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 1277 | /** @} */ // end of group CONVERT_ROW_n |
Gian Marco Iodice | 0c17aa2 | 2019-09-27 09:23:15 +0100 | [diff] [blame] | 1278 | |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 1279 | /** Apply convert_<data_type> to a block (BASENAME_SRC) and save to another block (BASENAME_DST) |
| 1280 | * @name CONVERT_BLOCK |
| 1281 | * |
| 1282 | * Supported cases N=1,2,3,...,16. |
| 1283 | * |
| 1284 | * @param[in] M The number of vectors to convert |
| 1285 | * @param[in] N The size of the vectors |
| 1286 | * @param[in] DATA_TYPE The data type of the vectors |
| 1287 | * @param[in] BASENAME_SRC The basename of the source variables |
| 1288 | * @param[in] BASENAME_DST The basename of the destination variables |
Gian Marco Iodice | 0c17aa2 | 2019-09-27 09:23:15 +0100 | [diff] [blame] | 1289 | */ |
Sang-Hoon Park | 11b0b8a | 2019-11-05 13:29:19 +0000 | [diff] [blame] | 1290 | #define CONVERT_BLOCK_STR(M, N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) CONVERT_ROW_##M(N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) |
| 1291 | #define CONVERT_BLOCK(M, N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) CONVERT_BLOCK_STR(M, N, DATA_TYPE, BASENAME_SRC, BASENAME_DST) |
Giorgio Arena | d304adb | 2020-10-02 10:20:11 +0100 | [diff] [blame] | 1292 | /** @} */ // end of group CONVERT_BLOCK |