XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1 | // Copyright (c) Facebook, Inc. and its affiliates. |
| 2 | // All rights reserved. |
| 3 | // |
| 4 | // Copyright 2019 Google LLC |
| 5 | // |
| 6 | // This source code is licensed under the BSD-style license found in the |
| 7 | // LICENSE file in the root directory of this source tree. |
| 8 | |
| 9 | #pragma once |
| 10 | |
| 11 | #include <benchmark/benchmark.h> |
| 12 | |
| 13 | |
| 14 | #define BENCHMARK_DWCONV(dwconv_fn) \ |
| 15 | BENCHMARK_CAPTURE(dwconv_fn, mobilenet_v1, "MobileNet v1")->Apply(MobileNetV1DWConvArguments)->UseRealTime(); \ |
| 16 | BENCHMARK_CAPTURE(dwconv_fn, mobilenet_v2, "MobileNet v2")->Apply(MobileNetV2DWConvArguments)->UseRealTime(); \ |
| 17 | BENCHMARK_CAPTURE(dwconv_fn, mobilenet_v3_small, "MobileNet v3 Small")->Apply(MobileNetV3SmallDWConvArguments)->UseRealTime(); \ |
| 18 | BENCHMARK_CAPTURE(dwconv_fn, mobilenet_v3_large, "MobileNet v3 Large")->Apply(MobileNetV3LargeDWConvArguments)->UseRealTime(); \ |
| 19 | BENCHMARK_CAPTURE(dwconv_fn, shufflenet_v1_g1, "ShuffleNet v1 (1 group)")->Apply(ShuffleNetV1G1DWConvArguments)->UseRealTime(); \ |
| 20 | BENCHMARK_CAPTURE(dwconv_fn, shufflenet_v1_g2, "ShuffleNet v1 (2 groups)")->Apply(ShuffleNetV1G2DWConvArguments)->UseRealTime(); \ |
| 21 | BENCHMARK_CAPTURE(dwconv_fn, shufflenet_v1_g3, "ShuffleNet v1 (3 groups)")->Apply(ShuffleNetV1G3DWConvArguments)->UseRealTime(); \ |
| 22 | BENCHMARK_CAPTURE(dwconv_fn, shufflenet_v1_g4, "ShuffleNet v1 (4 groups)")->Apply(ShuffleNetV1G4DWConvArguments)->UseRealTime(); \ |
| 23 | BENCHMARK_CAPTURE(dwconv_fn, shufflenet_v1_g8, "ShuffleNet v1 (8 groups)")->Apply(ShuffleNetV1G8DWConvArguments)->UseRealTime(); \ |
| 24 | BENCHMARK_CAPTURE(dwconv_fn, shufflenet_v2_x05, "ShuffleNet v2 0.5X")->Apply(ShuffleNetV2X05DWConvArguments)->UseRealTime(); \ |
| 25 | BENCHMARK_CAPTURE(dwconv_fn, shufflenet_v2_x10, "ShuffleNet v2 1.0X")->Apply(ShuffleNetV2X10DWConvArguments)->UseRealTime(); \ |
| 26 | BENCHMARK_CAPTURE(dwconv_fn, shufflenet_v2_x15, "ShuffleNet v2 1.5X")->Apply(ShuffleNetV2X15DWConvArguments)->UseRealTime(); \ |
| 27 | BENCHMARK_CAPTURE(dwconv_fn, shufflenet_v2_x20, "ShuffleNet v2 2.0X")->Apply(ShuffleNetV2X20DWConvArguments)->UseRealTime(); |
| 28 | |
| 29 | |
| 30 | // ShuffleNet v1 with 1 group. |
| 31 | static void ShuffleNetV1G1DWConvArguments(benchmark::internal::Benchmark* b) { |
| 32 | b->ArgNames({"H", "W", "KH", "KW", "PH", "PW", "S", "D", "G"}); |
| 33 | |
| 34 | /********* Stage 2: stride-2 unit *********/ |
| 35 | /* H W KH KW PH PW S D G */ |
| 36 | b->Args({56, 56, 3, 3, 2, 2, 2, 1, 36}); |
| 37 | /********* Stage 2: stride-1 units ********/ |
| 38 | /* H W KH KW PH PW S D G */ |
| 39 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 36}); |
| 40 | /********* Stage 3: stride-2 unit *********/ |
| 41 | /* H W KH KW PH PW S D G */ |
| 42 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 72}); |
| 43 | /********* Stage 3: stride-1 units ********/ |
| 44 | /* H W KH KW PH PW S D G */ |
| 45 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 72}); |
| 46 | /********* Stage 4: stride-2 unit *********/ |
| 47 | /* H W KH KW PH PW S D G */ |
| 48 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 144}); |
| 49 | /********* Stage 4: stride-1 units ********/ |
| 50 | /* H W KH KW PH PW S D G */ |
| 51 | b->Args({ 7, 7, 3, 3, 2, 2, 2, 1, 144}); |
| 52 | } |
| 53 | |
| 54 | // ShuffleNet v1 with 2 groups. |
| 55 | static void ShuffleNetV1G2DWConvArguments(benchmark::internal::Benchmark* b) { |
| 56 | b->ArgNames({"H", "W", "KH", "KW", "PH", "PW", "S", "D", "G"}); |
| 57 | |
| 58 | /********* Stage 2: stride-2 unit *********/ |
| 59 | /* H W KH KW PH PW S D G */ |
| 60 | b->Args({56, 56, 3, 3, 2, 2, 2, 1, 50}); |
| 61 | /********* Stage 2: stride-1 units ********/ |
| 62 | /* H W KH KW PH PW S D G */ |
| 63 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 50}); |
| 64 | /********* Stage 3: stride-2 unit *********/ |
| 65 | /* H W KH KW PH PW S D G */ |
| 66 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 100}); |
| 67 | /********* Stage 3: stride-1 units ********/ |
| 68 | /* H W KH KW PH PW S D G */ |
| 69 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 100}); |
| 70 | /********* Stage 4: stride-2 unit *********/ |
| 71 | /* H W KH KW PH PW S D G */ |
| 72 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 200}); |
| 73 | /********* Stage 4: stride-1 units ********/ |
| 74 | /* H W KH KW PH PW S D G */ |
| 75 | b->Args({ 7, 7, 3, 3, 2, 2, 2, 1, 200}); |
| 76 | } |
| 77 | |
| 78 | // ShuffleNet v1 with 3 groups. |
| 79 | static void ShuffleNetV1G3DWConvArguments(benchmark::internal::Benchmark* b) { |
| 80 | b->ArgNames({"H", "W", "KH", "KW", "PH", "PW", "S", "D", "G"}); |
| 81 | |
| 82 | /********* Stage 2: stride-2 unit **********/ |
| 83 | /* H W KH KW PH PW S D G */ |
| 84 | b->Args({56, 56, 3, 3, 2, 2, 2, 1, 60}); |
| 85 | /********* Stage 2: stride-1 units *********/ |
| 86 | /* H W KH KW PH PW S D G */ |
| 87 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 60}); |
| 88 | /********* Stage 3: stride-2 unit **********/ |
| 89 | /* H W KH KW PH PW S D G */ |
| 90 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 120}); |
| 91 | /********* Stage 3: stride-1 units *********/ |
| 92 | /* H W KH KW PH PW S D G */ |
| 93 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 120}); |
| 94 | /********* Stage 4: stride-2 unit **********/ |
| 95 | /* H W KH KW PH PW S D G */ |
| 96 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 240}); |
| 97 | /********* Stage 4: stride-1 units *********/ |
| 98 | /* H W KH KW PH PW S D G */ |
| 99 | b->Args({ 7, 7, 3, 3, 2, 2, 2, 1, 240}); |
| 100 | } |
| 101 | |
| 102 | // ShuffleNet v1 with 4 groups. |
| 103 | static void ShuffleNetV1G4DWConvArguments(benchmark::internal::Benchmark* b) { |
| 104 | b->ArgNames({"H", "W", "KH", "KW", "PH", "PW", "S", "D", "G"}); |
| 105 | |
| 106 | /********* Stage 2: stride-2 unit *********/ |
| 107 | /* H W KH KW PH PW S D G */ |
| 108 | b->Args({56, 56, 3, 3, 2, 2, 2, 1, 68}); |
| 109 | /********* Stage 2: stride-1 units ********/ |
| 110 | /* H W KH KW PH PW S D G */ |
| 111 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 68}); |
| 112 | /********* Stage 3: stride-2 unit *********/ |
| 113 | /* H W KH KW PH PW S D G */ |
| 114 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 136}); |
| 115 | /********* Stage 3: stride-1 units ********/ |
| 116 | /* H W KH KW PH PW S D G */ |
| 117 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 136}); |
| 118 | /********* Stage 4: stride-2 unit *********/ |
| 119 | /* H W KH KW PH PW S D G */ |
| 120 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 272}); |
| 121 | /********* Stage 4: stride-1 units ********/ |
| 122 | /* H W KH KW PH PW S D G */ |
| 123 | b->Args({ 7, 7, 3, 3, 2, 2, 2, 1, 272}); |
| 124 | } |
| 125 | |
| 126 | // ShuffleNet v1 with 8 groups. |
| 127 | static void ShuffleNetV1G8DWConvArguments(benchmark::internal::Benchmark* b) { |
| 128 | b->ArgNames({"H", "W", "KH", "KW", "PH", "PW", "S", "D", "G"}); |
| 129 | |
| 130 | /********* Stage 2: stride-2 unit *********/ |
| 131 | /* H W KH KW PH PW S D G */ |
| 132 | b->Args({56, 56, 3, 3, 2, 2, 2, 1, 96}); |
| 133 | /********* Stage 2: stride-1 units ********/ |
| 134 | /* H W KH KW PH PW S D G */ |
| 135 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 96}); |
| 136 | /********* Stage 3: stride-2 unit *********/ |
| 137 | /* H W KH KW PH PW S D G */ |
| 138 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 192}); |
| 139 | /********* Stage 3: stride-1 units ********/ |
| 140 | /* H W KH KW PH PW S D G */ |
| 141 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 192}); |
| 142 | /********* Stage 4: stride-2 unit *********/ |
| 143 | /* H W KH KW PH PW S D G */ |
| 144 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 384}); |
| 145 | /********* Stage 4: stride-1 units ********/ |
| 146 | /* H W KH KW PH PW S D G */ |
| 147 | b->Args({ 7, 7, 3, 3, 2, 2, 2, 1, 384}); |
| 148 | } |
| 149 | |
| 150 | // ShuffleNet v2 (0.5X scale) |
| 151 | static void ShuffleNetV2X05DWConvArguments(benchmark::internal::Benchmark* b) { |
| 152 | b->ArgNames({"H", "W", "KH", "KW", "PH", "PW", "S", "D", "G"}); |
| 153 | |
| 154 | /**************** Stage 2 *****************/ |
| 155 | /* H W KH KW PH PW S D G */ |
| 156 | b->Args({56, 56, 3, 3, 2, 2, 2, 1, 24}); |
| 157 | b->Args({28, 28, 3, 3, 2, 2, 1, 1, 24}); |
| 158 | /**************** Stage 3 *****************/ |
| 159 | /* H W KH KW PH PW S D G */ |
| 160 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 48}); |
| 161 | b->Args({14, 14, 3, 3, 2, 2, 1, 1, 48}); |
| 162 | /**************** Stage 4 *****************/ |
| 163 | /* H W KH KW PH PW S D G */ |
| 164 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 96}); |
| 165 | b->Args({ 7, 7, 3, 3, 2, 2, 1, 1, 96}); |
| 166 | } |
| 167 | |
| 168 | // ShuffleNet v2 (1.0X scale) |
| 169 | static void ShuffleNetV2X10DWConvArguments(benchmark::internal::Benchmark* b) { |
| 170 | b->ArgNames({"H", "W", "KH", "KW", "PH", "PW", "S", "D", "G"}); |
| 171 | |
| 172 | /**************** Stage 2 *****************/ |
| 173 | /* H W KH KW PH PW S D G */ |
| 174 | b->Args({56, 56, 3, 3, 2, 2, 2, 1, 24}); |
| 175 | b->Args({56, 56, 3, 3, 2, 2, 2, 1, 58}); |
| 176 | b->Args({28, 28, 3, 3, 2, 2, 1, 1, 58}); |
| 177 | /**************** Stage 3 *****************/ |
| 178 | /* H W KH KW PH PW S D G */ |
| 179 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 116}); |
| 180 | b->Args({14, 14, 3, 3, 2, 2, 1, 1, 116}); |
| 181 | /**************** Stage 4 *****************/ |
| 182 | /* H W KH KW PH PW S D G */ |
| 183 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 232}); |
| 184 | b->Args({ 7, 7, 3, 3, 2, 2, 1, 1, 232}); |
| 185 | } |
| 186 | |
| 187 | // ShuffleNet v2 (1.5X scale) |
| 188 | static void ShuffleNetV2X15DWConvArguments(benchmark::internal::Benchmark* b) { |
| 189 | b->ArgNames({"H", "W", "KH", "KW", "PH", "PW", "S", "D", "G"}); |
| 190 | |
| 191 | /**************** Stage 2 *****************/ |
| 192 | /* H W KH KW PH PW S D G */ |
| 193 | b->Args({56, 56, 3, 3, 2, 2, 2, 1, 24}); |
| 194 | b->Args({56, 56, 3, 3, 2, 2, 2, 1, 88}); |
| 195 | b->Args({28, 28, 3, 3, 2, 2, 1, 1, 88}); |
| 196 | /**************** Stage 3 *****************/ |
| 197 | /* H W KH KW PH PW S D G */ |
| 198 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 176}); |
| 199 | b->Args({14, 14, 3, 3, 2, 2, 1, 1, 176}); |
| 200 | /**************** Stage 4 *****************/ |
| 201 | /* H W KH KW PH PW S D G */ |
| 202 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 352}); |
| 203 | b->Args({ 7, 7, 3, 3, 2, 2, 1, 1, 352}); |
| 204 | } |
| 205 | |
| 206 | // ShuffleNet v2 (2.0X scale) |
| 207 | static void ShuffleNetV2X20DWConvArguments(benchmark::internal::Benchmark* b) { |
| 208 | b->ArgNames({"H", "W", "KH", "KW", "PH", "PW", "S", "D", "G"}); |
| 209 | |
| 210 | /***************** Stage 2 ****************/ |
| 211 | /* H W KH KW PH PW S D G */ |
| 212 | b->Args({56, 56, 3, 3, 2, 2, 2, 1, 24}); |
| 213 | b->Args({56, 56, 3, 3, 2, 2, 2, 1, 122}); |
| 214 | b->Args({28, 28, 3, 3, 2, 2, 1, 1, 122}); |
| 215 | /***************** Stage 3 ****************/ |
| 216 | /* H W KH KW PH PW S D G */ |
| 217 | b->Args({28, 28, 3, 3, 2, 2, 2, 1, 244}); |
| 218 | b->Args({14, 14, 3, 3, 2, 2, 1, 1, 244}); |
| 219 | /***************** Stage 4 ****************/ |
| 220 | /* H W KH KW PH PW S D G */ |
| 221 | b->Args({14, 14, 3, 3, 2, 2, 2, 1, 488}); |
| 222 | b->Args({ 7, 7, 3, 3, 2, 2, 1, 1, 488}); |
| 223 | } |
| 224 | |
| 225 | static void MobileNetV1DWConvArguments(benchmark::internal::Benchmark* b) { |
| 226 | b->ArgNames({"H", "W", "KH", "KW", "PH", "PW", "S", "D", "G"}); |
| 227 | |
| 228 | /* H W KH KW PH PW S D G */ |
| 229 | b->Args({112, 112, 3, 3, 2, 2, 1, 1, 32}); |
| 230 | b->Args({112, 112, 3, 3, 2, 2, 2, 1, 64}); |
| 231 | b->Args({ 56, 56, 3, 3, 2, 2, 1, 1, 128}); |
| 232 | b->Args({ 56, 56, 3, 3, 2, 2, 2, 1, 128}); |
| 233 | b->Args({ 28, 28, 3, 3, 2, 2, 1, 1, 256}); |
| 234 | b->Args({ 28, 28, 3, 3, 2, 2, 2, 1, 256}); |
| 235 | b->Args({ 14, 14, 3, 3, 2, 2, 1, 1, 512}); |
| 236 | b->Args({ 14, 14, 3, 3, 2, 2, 2, 1, 512}); |
| 237 | b->Args({ 7, 7, 3, 3, 2, 2, 1, 1, 1024}); |
| 238 | } |
| 239 | |
| 240 | static void MobileNetV2DWConvArguments(benchmark::internal::Benchmark* b) { |
| 241 | b->ArgNames({"H", "W", "KH", "KW", "PH", "PW", "S", "D", "G"}); |
| 242 | |
| 243 | /**************** Bottleneck 1 ***************/ |
| 244 | /* H W KH KW PH PW S D G */ |
| 245 | b->Args({112, 112, 3, 3, 2, 2, 1, 1, 32}); |
| 246 | |
| 247 | /**************** Bottleneck 2 ***************/ |
| 248 | /* H W KH KW PH PW S D G */ |
| 249 | b->Args({112, 112, 3, 3, 2, 2, 2, 1, 96}); |
| 250 | b->Args({ 56, 56, 3, 3, 2, 2, 1, 1, 144}); |
| 251 | |
| 252 | /**************** Bottleneck 3 ***************/ |
| 253 | /* H W KH KW PH PW S D G */ |
| 254 | b->Args({ 56, 56, 3, 3, 2, 2, 2, 1, 144}); |
| 255 | b->Args({ 28, 28, 3, 3, 2, 2, 1, 1, 192}); |
| 256 | //b->Args({ 28, 28, 3, 3, 2, 2, 1, 1, 192}); |
| 257 | |
| 258 | /**************** Bottleneck 4 ***************/ |
| 259 | /* H W KH KW PH PW S D G */ |
| 260 | b->Args({ 28, 28, 3, 3, 2, 2, 2, 1, 192}); |
| 261 | b->Args({ 14, 14, 3, 3, 2, 2, 1, 1, 384}); |
| 262 | //b->Args({ 14, 14, 3, 3, 2, 2, 1, 1, 384}); |
| 263 | //b->Args({ 14, 14, 3, 3, 2, 2, 1, 1, 384}); |
| 264 | |
| 265 | /**************** Bottleneck 5 ***************/ |
| 266 | /* H W KH KW PH PW S D G */ |
| 267 | //b->Args({ 14, 14, 3, 3, 2, 2, 1, 1, 384}); |
| 268 | b->Args({ 14, 14, 3, 3, 2, 2, 1, 1, 576}); |
| 269 | //b->Args({ 14, 14, 3, 3, 2, 2, 1, 1, 576}); |
| 270 | |
| 271 | /**************** Bottleneck 6 ***************/ |
| 272 | /* H W KH KW PH PW S D G */ |
| 273 | b->Args({ 14, 14, 3, 3, 2, 2, 2, 1, 576}); |
| 274 | b->Args({ 7, 7, 3, 3, 2, 2, 1, 1, 960}); |
| 275 | //b->Args({ 7, 7, 3, 3, 2, 2, 1, 1, 960}); |
| 276 | |
| 277 | /**************** Bottleneck 7 ***************/ |
| 278 | /* H W KH KW PH PW S D G */ |
| 279 | //b->Args({ 7, 7, 3, 3, 2, 2, 1, 1, 960}); |
| 280 | } |
| 281 | |
| 282 | static void MobileNetV3SmallDWConvArguments(benchmark::internal::Benchmark* b) { |
| 283 | b->ArgNames({"H", "W", "KH", "KW", "PH", "PW", "S", "D", "G"}); |
| 284 | |
| 285 | /*************** Bottleneck 1 ***************/ |
| 286 | /* H W KH KW PH PW S D G */ |
| 287 | b->Args({112, 112, 3, 3, 2, 2, 2, 1, 16}); |
| 288 | /*************** Bottleneck 2 ***************/ |
| 289 | /* H W KH KW PH PW S D G */ |
| 290 | b->Args({ 56, 56, 3, 3, 2, 2, 2, 1, 72}); |
| 291 | /*************** Bottleneck 3 ***************/ |
| 292 | /* H W KH KW PH PW S D G */ |
| 293 | b->Args({ 28, 28, 3, 3, 2, 2, 1, 1, 88}); |
| 294 | /*************** Bottleneck 4 ***************/ |
| 295 | /* H W KH KW PH PW S D G */ |
| 296 | b->Args({ 28, 28, 5, 5, 4, 4, 2, 1, 96}); |
| 297 | /*************** Bottleneck 5 ***************/ |
| 298 | /* H W KH KW PH PW S D G */ |
| 299 | b->Args({ 14, 14, 5, 5, 4, 4, 1, 1, 240}); |
| 300 | /*************** Bottleneck 6 ***************/ |
| 301 | /* H W KH KW PH PW S D G */ |
| 302 | //b->Args({ 14, 14, 5, 5, 4, 4, 1, 1, 240}); |
| 303 | /*************** Bottleneck 7 ***************/ |
| 304 | /* H W KH KW PH PW S D G */ |
| 305 | b->Args({ 14, 14, 5, 5, 4, 4, 1, 1, 120}); |
| 306 | /*************** Bottleneck 8 ***************/ |
| 307 | /* H W KH KW PH PW S D G */ |
| 308 | b->Args({ 14, 14, 5, 5, 4, 4, 1, 1, 144}); |
| 309 | /*************** Bottleneck 9 ***************/ |
| 310 | /* H W KH KW PH PW S D G */ |
| 311 | b->Args({ 14, 14, 5, 5, 4, 4, 2, 1, 288}); |
| 312 | /*************** Bottleneck 10 **************/ |
| 313 | /* H W KH KW PH PW S D G */ |
| 314 | b->Args({ 7, 7, 5, 5, 4, 4, 1, 1, 576}); |
| 315 | /*************** Bottleneck 11 **************/ |
| 316 | /* H W KH KW PH PW S D G */ |
| 317 | //b->Args({ 7, 7, 5, 5, 4, 4, 1, 1, 576}); |
| 318 | } |
| 319 | |
| 320 | static void MobileNetV3LargeDWConvArguments(benchmark::internal::Benchmark* b) { |
| 321 | b->ArgNames({"H", "W", "KH", "KW", "PH", "PW", "S", "D", "G"}); |
| 322 | |
| 323 | /*************** Bottleneck 1 ***************/ |
| 324 | /* H W KH KW PH PW S D G */ |
| 325 | b->Args({112, 112, 3, 3, 2, 2, 1, 1, 16}); |
| 326 | /*************** Bottleneck 2 ***************/ |
| 327 | /* H W KH KW PH PW S D G */ |
| 328 | b->Args({112, 112, 3, 3, 2, 2, 2, 1, 64}); |
| 329 | /*************** Bottleneck 3 ***************/ |
| 330 | /* H W KH KW PH PW S D G */ |
| 331 | b->Args({ 56, 56, 3, 3, 2, 2, 1, 1, 72}); |
| 332 | /*************** Bottleneck 4 ***************/ |
| 333 | /* H W KH KW PH PW S D G */ |
| 334 | b->Args({ 56, 56, 5, 5, 4, 4, 2, 1, 72}); |
| 335 | /*************** Bottleneck 5 ***************/ |
| 336 | /* H W KH KW PH PW S D G */ |
| 337 | b->Args({ 28, 28, 5, 5, 4, 4, 1, 1, 120}); |
| 338 | /*************** Bottleneck 6 ***************/ |
| 339 | /* H W KH KW PH PW S D G */ |
| 340 | //b->Args({ 28, 28, 5, 5, 4, 4, 1, 1, 120}); |
| 341 | /*************** Bottleneck 7 ***************/ |
| 342 | /* H W KH KW PH PW S D G */ |
| 343 | b->Args({ 28, 28, 3, 3, 2, 2, 2, 1, 240}); |
| 344 | /*************** Bottleneck 8 ***************/ |
| 345 | /* H W KH KW PH PW S D G */ |
| 346 | b->Args({ 14, 14, 3, 3, 2, 2, 1, 1, 200}); |
| 347 | /*************** Bottleneck 9 ***************/ |
| 348 | /* H W KH KW PH PW S D G */ |
| 349 | b->Args({ 14, 14, 3, 3, 2, 2, 1, 1, 184}); |
| 350 | /*************** Bottleneck 10 **************/ |
| 351 | /* H W KH KW PH PW S D G */ |
| 352 | //b->Args({ 14, 14, 3, 3, 2, 2, 1, 1, 184}); |
| 353 | /*************** Bottleneck 11 **************/ |
| 354 | /* H W KH KW PH PW S D G */ |
| 355 | b->Args({ 14, 14, 3, 3, 2, 2, 1, 1, 480}); |
| 356 | /*************** Bottleneck 12 **************/ |
| 357 | /* H W KH KW PH PW S D G */ |
| 358 | b->Args({ 14, 14, 3, 3, 2, 2, 1, 1, 672}); |
| 359 | /*************** Bottleneck 13 **************/ |
| 360 | /* H W KH KW PH PW S D G */ |
| 361 | b->Args({ 14, 14, 5, 5, 4, 4, 2, 1, 672}); |
| 362 | /*************** Bottleneck 14 **************/ |
| 363 | /* H W KH KW PH PW S D G */ |
| 364 | b->Args({ 7, 7, 5, 5, 4, 4, 1, 1, 960}); |
| 365 | /*************** Bottleneck 15 **************/ |
| 366 | /* H W KH KW PH PW S D G */ |
| 367 | //b->Args({ 7, 7, 5, 5, 4, 4, 1, 1, 960}); |
| 368 | } |