Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 1 | |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 2 | // Copyright (c) 2020-2022, ARM Limited. |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 3 | // |
| 4 | // Licensed under the Apache License, Version 2.0 (the "License"); |
| 5 | // you may not use this file except in compliance with the License. |
| 6 | // You may obtain a copy of the License at |
| 7 | // |
| 8 | // http://www.apache.org/licenses/LICENSE-2.0 |
| 9 | // |
| 10 | // Unless required by applicable law or agreed to in writing, software |
| 11 | // distributed under the License is distributed on an "AS IS" BASIS, |
| 12 | // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 13 | // See the License for the specific language governing permissions and |
| 14 | // limitations under the License. |
| 15 | |
| 16 | #ifndef OPS_OP_FACTORY_H |
| 17 | #define OPS_OP_FACTORY_H |
| 18 | |
| 19 | #include "attribute.h" |
| 20 | #include "graph_node.h" |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 21 | #include "template_types.h" |
| 22 | #include "tosa_serialization_handler.h" |
| 23 | |
| 24 | #define DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, RANK, DTYPE) \ |
| 25 | case RANK: \ |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 26 | return new OP<RANK, DType_##DTYPE>(sgt, attribute, id); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 27 | |
| 28 | #define DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, RANK, DTYPE1, DTYPE2) \ |
| 29 | case RANK: \ |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 30 | return new OP<RANK, DType_##DTYPE1, DType_##DTYPE2>(sgt, attribute, id); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 31 | |
| 32 | #define DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, RANK1, RANK2, DTYPE) \ |
| 33 | case RANK2: \ |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 34 | return new OP<RANK1, RANK2, DType_##DTYPE>(sgt, attribute, id); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 35 | |
| 36 | #define DEF_FACTORY_TWO_RANK_TWO_TYPE(OP, RANK1, RANK2, DTYPE1, DTYPE2) \ |
| 37 | case RANK2: \ |
Eric Kunze | b5fabec | 2022-06-07 05:20:44 +0000 | [diff] [blame] | 38 | return new OP<RANK1, RANK2, DType_##DTYPE1, DType_##DTYPE2>(sgt, attribute, id); |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 39 | |
| 40 | #define DEF_FACTORY_ONE_RANK_0_6(OP) \ |
| 41 | switch (inputRank) \ |
| 42 | { \ |
| 43 | case 0: \ |
TatWai Chong | f732609 | 2022-06-08 12:17:14 -0700 | [diff] [blame] | 44 | return new OP<0>(sgt, attribute, id); \ |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 45 | case 1: \ |
TatWai Chong | f732609 | 2022-06-08 12:17:14 -0700 | [diff] [blame] | 46 | return new OP<1>(sgt, attribute, id); \ |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 47 | case 2: \ |
TatWai Chong | f732609 | 2022-06-08 12:17:14 -0700 | [diff] [blame] | 48 | return new OP<2>(sgt, attribute, id); \ |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 49 | case 3: \ |
TatWai Chong | f732609 | 2022-06-08 12:17:14 -0700 | [diff] [blame] | 50 | return new OP<3>(sgt, attribute, id); \ |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 51 | case 4: \ |
TatWai Chong | f732609 | 2022-06-08 12:17:14 -0700 | [diff] [blame] | 52 | return new OP<4>(sgt, attribute, id); \ |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 53 | case 5: \ |
TatWai Chong | f732609 | 2022-06-08 12:17:14 -0700 | [diff] [blame] | 54 | return new OP<5>(sgt, attribute, id); \ |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 55 | case 6: \ |
TatWai Chong | f732609 | 2022-06-08 12:17:14 -0700 | [diff] [blame] | 56 | return new OP<6>(sgt, attribute, id); \ |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 57 | } |
| 58 | |
| 59 | #define DEF_FACTORY_ONE_TYPE(OP, DTYPE) \ |
| 60 | if (inputDType == DType_##DTYPE) \ |
| 61 | { \ |
TatWai Chong | f732609 | 2022-06-08 12:17:14 -0700 | [diff] [blame] | 62 | return new OP<DType_##DTYPE>(sgt, attribute, id); \ |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 63 | } |
| 64 | |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 65 | #define DEF_FACTORY_ONE_TYPE_ONE_ACCUM(OP, ATTR_NAME, DTYPE, ACCUM_DTYPE) \ |
| 66 | if (inputDType == DType_##DTYPE && ACCUM_FROM_ATTRIBUTE(ATTR_NAME) == DType_##ACCUM_DTYPE) \ |
| 67 | { \ |
| 68 | return new OP<DType_##DTYPE, DType_##ACCUM_DTYPE>(sgt, attribute, id); \ |
| 69 | } |
| 70 | |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 71 | #define DEF_FACTORY_TWO_TYPE(OP, DTYPE1, DTYPE2) \ |
| 72 | if (inputDType == DType_##DTYPE1 && weightDType == DType_##DTYPE2) \ |
| 73 | { \ |
TatWai Chong | f732609 | 2022-06-08 12:17:14 -0700 | [diff] [blame] | 74 | return new OP<DType_##DTYPE1, DType_##DTYPE2>(sgt, attribute, id); \ |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 75 | } |
| 76 | |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 77 | #define DEF_FACTORY_TWO_TYPE_ONE_ACCUM(OP, ATTR_NAME, DTYPE1, DTYPE2, ACCUM_DTYPE) \ |
| 78 | if (inputDType == DType_##DTYPE1 && weightDType == DType_##DTYPE2 \ |
| 79 | && ACCUM_FROM_ATTRIBUTE(ATTR_NAME) == DType_##ACCUM_DTYPE) \ |
| 80 | { \ |
| 81 | return new OP<DType_##DTYPE1, DType_##DTYPE2, DType_##ACCUM_DTYPE>(sgt, attribute, id); \ |
| 82 | } \ |
| 83 | |
| 84 | // Statement-expression to evaluate accumulate attribute in-place |
| 85 | #define ACCUM_FROM_ATTRIBUTE(ATTRIBUTE_NAME) \ |
| 86 | ({ \ |
| 87 | tosa::DType accumDType = tosa::DType_UNKNOWN; \ |
| 88 | if (auto p = dynamic_cast<tosa::Tosa##ATTRIBUTE_NAME##Attribute*>(attribute)) \ |
| 89 | { \ |
| 90 | auto attr = new tosa::Tosa##ATTRIBUTE_NAME##Attribute(p); \ |
| 91 | ASSERT_MEM(attr); \ |
| 92 | accumDType = tosa::EnumValuesDType()[attr->accum_dtype()]; \ |
| 93 | } \ |
| 94 | else \ |
| 95 | { \ |
| 96 | FATAL_ERROR("Can't initialize Tosa" #ATTRIBUTE_NAME "Attribute.\nPre-initialization " \ |
| 97 | "of this attribute is required in order to determine the accumulate type."); \ |
| 98 | } \ |
| 99 | accumDType; \ |
| 100 | }) \ |
| 101 | |
TatWai Chong | f732609 | 2022-06-08 12:17:14 -0700 | [diff] [blame] | 102 | #define DEF_FACTORY_TWO_TYPE_RESIZE_INT16(OP, DTYPE1, DTYPE2) \ |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 103 | if (inputDType == DType_##DTYPE1 && outputDType == DType_##DTYPE2) \ |
| 104 | { \ |
TatWai Chong | f732609 | 2022-06-08 12:17:14 -0700 | [diff] [blame] | 105 | return new OP<DType_##DTYPE1, DType_##DTYPE2, int16_t>(sgt, attribute, id); \ |
| 106 | } |
| 107 | |
James Ward | 8b39043 | 2022-08-12 20:48:56 +0100 | [diff] [blame] | 108 | #define DEF_FACTORY_TWO_TYPE_RESIZE_FP16(OP, DTYPE1, DTYPE2) \ |
| 109 | if (inputDType == DType_##DTYPE1 && outputDType == DType_##DTYPE2) \ |
| 110 | { \ |
| 111 | return new OP<DType_##DTYPE1, DType_##DTYPE2, float>(sgt, attribute, id); \ |
| 112 | } |
| 113 | |
James Ward | 24dbc42 | 2022-10-19 12:20:31 +0100 | [diff] [blame^] | 114 | #define DEF_FACTORY_TWO_TYPE_RESIZE_BF16(OP, DTYPE1, DTYPE2) \ |
| 115 | if (inputDType == DType_##DTYPE1 && outputDType == DType_##DTYPE2) \ |
| 116 | { \ |
| 117 | return new OP<DType_##DTYPE1, DType_##DTYPE2, Eigen::bfloat16>(sgt, attribute, id); \ |
| 118 | } |
| 119 | |
Jeremy Johnson | bc2a3db | 2022-09-27 13:50:00 +0100 | [diff] [blame] | 120 | #define DEF_FACTORY_TWO_TYPE_RESIZE_FP32(OP, DTYPE1, DTYPE2) \ |
TatWai Chong | f732609 | 2022-06-08 12:17:14 -0700 | [diff] [blame] | 121 | if (inputDType == DType_##DTYPE1 && outputDType == DType_##DTYPE2) \ |
| 122 | { \ |
| 123 | return new OP<DType_##DTYPE1, DType_##DTYPE2, float>(sgt, attribute, id); \ |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 124 | } |
| 125 | |
| 126 | #define DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OP, DTYPE) \ |
| 127 | if (inputDType == DType_##DTYPE) \ |
| 128 | { \ |
| 129 | switch (inputRank) \ |
| 130 | { \ |
| 131 | DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 0, DTYPE) \ |
| 132 | DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 1, DTYPE) \ |
| 133 | DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 2, DTYPE) \ |
| 134 | DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 3, DTYPE) \ |
| 135 | DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 4, DTYPE) \ |
| 136 | DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 5, DTYPE) \ |
| 137 | DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 6, DTYPE) \ |
| 138 | } \ |
| 139 | } |
| 140 | |
| 141 | #define DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OP, DTYPE) \ |
| 142 | if (inputDType == DType_##DTYPE) \ |
| 143 | { \ |
| 144 | switch (inputRank) \ |
| 145 | { \ |
| 146 | DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 1, DTYPE) \ |
| 147 | DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 2, DTYPE) \ |
| 148 | DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 3, DTYPE) \ |
| 149 | DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 4, DTYPE) \ |
| 150 | DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 5, DTYPE) \ |
| 151 | DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 6, DTYPE) \ |
| 152 | } \ |
| 153 | } |
| 154 | |
| 155 | #define DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OP, DTYPE1, DTYPE2) \ |
| 156 | if (inputDType == DType_##DTYPE1 && outputDType == DType_##DTYPE2) \ |
| 157 | { \ |
| 158 | switch (inputRank) \ |
| 159 | { \ |
| 160 | DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 0, DTYPE1, DTYPE2) \ |
| 161 | DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 1, DTYPE1, DTYPE2) \ |
| 162 | DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 2, DTYPE1, DTYPE2) \ |
| 163 | DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 3, DTYPE1, DTYPE2) \ |
| 164 | DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 4, DTYPE1, DTYPE2) \ |
| 165 | DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 5, DTYPE1, DTYPE2) \ |
| 166 | DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 6, DTYPE1, DTYPE2) \ |
| 167 | } \ |
| 168 | } |
| 169 | |
| 170 | #define DEF_FACTORY_RESHAPE(OP, DTYPE) \ |
| 171 | if (inputDType == DType_##DTYPE && outputDType == DType_##DTYPE) \ |
| 172 | { \ |
| 173 | switch (inputRank) \ |
| 174 | { \ |
| 175 | case 0: \ |
| 176 | { \ |
| 177 | switch (outputRank) \ |
| 178 | { \ |
| 179 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 0, DTYPE) \ |
| 180 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 1, DTYPE) \ |
| 181 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 2, DTYPE) \ |
| 182 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 3, DTYPE) \ |
| 183 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 4, DTYPE) \ |
| 184 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 5, DTYPE) \ |
| 185 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 6, DTYPE) \ |
| 186 | } \ |
| 187 | } \ |
| 188 | case 1: \ |
| 189 | { \ |
| 190 | switch (outputRank) \ |
| 191 | { \ |
| 192 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 0, DTYPE) \ |
| 193 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 1, DTYPE) \ |
| 194 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 2, DTYPE) \ |
| 195 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 3, DTYPE) \ |
| 196 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 4, DTYPE) \ |
| 197 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 5, DTYPE) \ |
| 198 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 6, DTYPE) \ |
| 199 | } \ |
| 200 | } \ |
| 201 | case 2: \ |
| 202 | { \ |
| 203 | switch (outputRank) \ |
| 204 | { \ |
| 205 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 0, DTYPE) \ |
| 206 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 1, DTYPE) \ |
| 207 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 2, DTYPE) \ |
| 208 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 3, DTYPE) \ |
| 209 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 4, DTYPE) \ |
| 210 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 5, DTYPE) \ |
| 211 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 6, DTYPE) \ |
| 212 | } \ |
| 213 | } \ |
| 214 | case 3: \ |
| 215 | { \ |
| 216 | switch (outputRank) \ |
| 217 | { \ |
| 218 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 0, DTYPE) \ |
| 219 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 1, DTYPE) \ |
| 220 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 2, DTYPE) \ |
| 221 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 3, DTYPE) \ |
| 222 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 4, DTYPE) \ |
| 223 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 5, DTYPE) \ |
| 224 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 6, DTYPE) \ |
| 225 | } \ |
| 226 | } \ |
| 227 | case 4: \ |
| 228 | { \ |
| 229 | switch (outputRank) \ |
| 230 | { \ |
| 231 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 0, DTYPE) \ |
| 232 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 1, DTYPE) \ |
| 233 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 2, DTYPE) \ |
| 234 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 3, DTYPE) \ |
| 235 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 4, DTYPE) \ |
| 236 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 5, DTYPE) \ |
| 237 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 6, DTYPE) \ |
| 238 | } \ |
| 239 | } \ |
| 240 | case 5: \ |
| 241 | { \ |
| 242 | switch (outputRank) \ |
| 243 | { \ |
| 244 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 0, DTYPE) \ |
| 245 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 1, DTYPE) \ |
| 246 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 2, DTYPE) \ |
| 247 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 3, DTYPE) \ |
| 248 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 4, DTYPE) \ |
| 249 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 5, DTYPE) \ |
| 250 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 6, DTYPE) \ |
| 251 | } \ |
| 252 | } \ |
| 253 | case 6: \ |
| 254 | { \ |
| 255 | switch (outputRank) \ |
| 256 | { \ |
| 257 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 0, DTYPE) \ |
| 258 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 1, DTYPE) \ |
| 259 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 2, DTYPE) \ |
| 260 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 3, DTYPE) \ |
| 261 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 4, DTYPE) \ |
| 262 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 5, DTYPE) \ |
| 263 | DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 6, DTYPE) \ |
| 264 | } \ |
| 265 | } \ |
| 266 | } \ |
| 267 | } |
| 268 | |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 269 | namespace TosaReference |
| 270 | { |
| 271 | |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 272 | class SubgraphTraverser; |
| 273 | class GraphNode; |
| 274 | |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 275 | class OpFactory |
| 276 | { |
| 277 | public: |
Kevin Cheng | acb550f | 2021-06-29 15:32:19 -0700 | [diff] [blame] | 278 | static GraphNode* newOp(SubgraphTraverser* sgt, |
| 279 | tosa::TosaSerializationHandler* tsh, |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 280 | tosa::Op opType, |
| 281 | tosa::TosaAttributeBase* attribute, |
Eric Kunze | e5e2676 | 2020-10-13 16:11:07 -0700 | [diff] [blame] | 282 | uint64_t id, |
| 283 | tosa::DType inputDType, |
| 284 | int inputRank, |
| 285 | tosa::DType outputDType, |
| 286 | int outputRank, |
| 287 | tosa::DType weightDType, |
| 288 | int weightRank); |
| 289 | }; |
| 290 | }; // namespace TosaReference |
| 291 | |
| 292 | #endif |