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 | #include <gtest/gtest.h> |
| 10 | |
| 11 | #include "fully-connected-operator-tester.h" |
| 12 | |
| 13 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 14 | TEST(FULLY_CONNECTED_NC_Q8, unit_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15 | FullyConnectedOperatorTester() |
| 16 | .batch_size(1) |
| 17 | .input_channels(23) |
| 18 | .output_channels(19) |
| 19 | .iterations(3) |
| 20 | .TestQ8(); |
| 21 | } |
| 22 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 23 | TEST(FULLY_CONNECTED_NC_Q8, unit_batch_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 24 | FullyConnectedOperatorTester() |
| 25 | .batch_size(1) |
| 26 | .input_channels(23) |
| 27 | .output_channels(19) |
| 28 | .qmin(128) |
| 29 | .iterations(3) |
| 30 | .TestQ8(); |
| 31 | } |
| 32 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 33 | TEST(FULLY_CONNECTED_NC_Q8, unit_batch_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 34 | FullyConnectedOperatorTester() |
| 35 | .batch_size(1) |
| 36 | .input_channels(23) |
| 37 | .output_channels(19) |
| 38 | .qmax(128) |
| 39 | .iterations(3) |
| 40 | .TestQ8(); |
| 41 | } |
| 42 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 43 | TEST(FULLY_CONNECTED_NC_Q8, unit_batch_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 44 | FullyConnectedOperatorTester() |
| 45 | .batch_size(1) |
| 46 | .input_channels(23) |
| 47 | .input_stride(28) |
| 48 | .output_channels(19) |
| 49 | .iterations(3) |
| 50 | .TestQ8(); |
| 51 | } |
| 52 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 53 | TEST(FULLY_CONNECTED_NC_Q8, unit_batch_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 54 | FullyConnectedOperatorTester() |
| 55 | .batch_size(1) |
| 56 | .input_channels(23) |
| 57 | .output_channels(19) |
| 58 | .output_stride(29) |
| 59 | .iterations(3) |
| 60 | .TestQ8(); |
| 61 | } |
| 62 | |
Marat Dukhan | c4f0ff9 | 2019-12-03 14:59:08 -0800 | [diff] [blame] | 63 | TEST(FULLY_CONNECTED_NC_Q8, unit_batch_transpose_weights) { |
| 64 | FullyConnectedOperatorTester() |
| 65 | .transpose_weights(true) |
| 66 | .batch_size(1) |
| 67 | .input_channels(23) |
| 68 | .output_channels(19) |
| 69 | .iterations(3) |
| 70 | .TestQ8(); |
| 71 | } |
| 72 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 73 | TEST(FULLY_CONNECTED_NC_Q8, unit_batch_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 74 | FullyConnectedOperatorTester() |
| 75 | .has_bias(false) |
| 76 | .batch_size(1) |
| 77 | .input_channels(23) |
| 78 | .output_channels(19) |
| 79 | .iterations(3) |
| 80 | .TestQ8(); |
| 81 | } |
| 82 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 83 | TEST(FULLY_CONNECTED_NC_Q8, small_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 84 | FullyConnectedOperatorTester() |
| 85 | .batch_size(12) |
| 86 | .input_channels(23) |
| 87 | .output_channels(19) |
| 88 | .iterations(3) |
| 89 | .TestQ8(); |
| 90 | } |
| 91 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 92 | TEST(FULLY_CONNECTED_NC_Q8, small_batch_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 93 | FullyConnectedOperatorTester() |
| 94 | .batch_size(12) |
| 95 | .input_channels(23) |
| 96 | .output_channels(19) |
| 97 | .qmin(128) |
| 98 | .iterations(3) |
| 99 | .TestQ8(); |
| 100 | } |
| 101 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 102 | TEST(FULLY_CONNECTED_NC_Q8, small_batch_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 103 | FullyConnectedOperatorTester() |
| 104 | .batch_size(12) |
| 105 | .input_channels(23) |
| 106 | .output_channels(19) |
| 107 | .qmax(128) |
| 108 | .iterations(3) |
| 109 | .TestQ8(); |
| 110 | } |
| 111 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 112 | TEST(FULLY_CONNECTED_NC_Q8, small_batch_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 113 | FullyConnectedOperatorTester() |
| 114 | .batch_size(12) |
| 115 | .input_channels(23) |
| 116 | .input_stride(28) |
| 117 | .output_channels(19) |
| 118 | .iterations(3) |
| 119 | .TestQ8(); |
| 120 | } |
| 121 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 122 | TEST(FULLY_CONNECTED_NC_Q8, small_batch_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 123 | FullyConnectedOperatorTester() |
| 124 | .batch_size(12) |
| 125 | .input_channels(23) |
| 126 | .output_channels(19) |
| 127 | .output_stride(29) |
| 128 | .iterations(3) |
| 129 | .TestQ8(); |
| 130 | } |
| 131 | |
Marat Dukhan | c4f0ff9 | 2019-12-03 14:59:08 -0800 | [diff] [blame] | 132 | TEST(FULLY_CONNECTED_NC_Q8, small_batch_transpose_weights) { |
| 133 | FullyConnectedOperatorTester() |
| 134 | .transpose_weights(true) |
| 135 | .batch_size(12) |
| 136 | .input_channels(23) |
| 137 | .output_channels(19) |
| 138 | .iterations(3) |
| 139 | .TestQ8(); |
| 140 | } |
| 141 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 142 | TEST(FULLY_CONNECTED_NC_Q8, small_batch_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 143 | FullyConnectedOperatorTester() |
| 144 | .has_bias(false) |
| 145 | .batch_size(12) |
| 146 | .input_channels(23) |
| 147 | .output_channels(19) |
| 148 | .iterations(3) |
| 149 | .TestQ8(); |
| 150 | } |
| 151 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 152 | TEST(FULLY_CONNECTED_NC_F32, unit_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 153 | FullyConnectedOperatorTester() |
| 154 | .batch_size(1) |
| 155 | .input_channels(23) |
| 156 | .output_channels(19) |
| 157 | .iterations(3) |
| 158 | .TestF32(); |
| 159 | } |
| 160 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 161 | TEST(FULLY_CONNECTED_NC_F32, unit_batch_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 162 | FullyConnectedOperatorTester() |
| 163 | .batch_size(1) |
| 164 | .input_channels(23) |
| 165 | .output_channels(19) |
| 166 | .qmin(128) |
| 167 | .iterations(3) |
| 168 | .TestF32(); |
| 169 | } |
| 170 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 171 | TEST(FULLY_CONNECTED_NC_F32, unit_batch_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 172 | FullyConnectedOperatorTester() |
| 173 | .batch_size(1) |
| 174 | .input_channels(23) |
| 175 | .output_channels(19) |
| 176 | .qmax(128) |
| 177 | .iterations(3) |
| 178 | .TestF32(); |
| 179 | } |
| 180 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 181 | TEST(FULLY_CONNECTED_NC_F32, unit_batch_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 182 | FullyConnectedOperatorTester() |
| 183 | .batch_size(1) |
| 184 | .input_channels(23) |
| 185 | .input_stride(28) |
| 186 | .output_channels(19) |
| 187 | .iterations(3) |
| 188 | .TestF32(); |
| 189 | } |
| 190 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 191 | TEST(FULLY_CONNECTED_NC_F32, unit_batch_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 192 | FullyConnectedOperatorTester() |
| 193 | .batch_size(1) |
| 194 | .input_channels(23) |
| 195 | .output_channels(19) |
| 196 | .output_stride(29) |
| 197 | .iterations(3) |
| 198 | .TestF32(); |
| 199 | } |
| 200 | |
Marat Dukhan | c4f0ff9 | 2019-12-03 14:59:08 -0800 | [diff] [blame] | 201 | TEST(FULLY_CONNECTED_NC_F32, unit_batch_transpose_weights) { |
| 202 | FullyConnectedOperatorTester() |
| 203 | .transpose_weights(true) |
| 204 | .batch_size(1) |
| 205 | .input_channels(23) |
| 206 | .output_channels(19) |
| 207 | .iterations(3) |
| 208 | .TestF32(); |
| 209 | } |
| 210 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 211 | TEST(FULLY_CONNECTED_NC_F32, unit_batch_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 212 | FullyConnectedOperatorTester() |
| 213 | .has_bias(false) |
| 214 | .batch_size(1) |
| 215 | .input_channels(23) |
| 216 | .output_channels(19) |
| 217 | .iterations(3) |
| 218 | .TestF32(); |
| 219 | } |
| 220 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 221 | TEST(FULLY_CONNECTED_NC_F32, small_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 222 | FullyConnectedOperatorTester() |
| 223 | .batch_size(12) |
| 224 | .input_channels(23) |
| 225 | .output_channels(19) |
| 226 | .iterations(3) |
| 227 | .TestF32(); |
| 228 | } |
| 229 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 230 | TEST(FULLY_CONNECTED_NC_F32, small_batch_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 231 | FullyConnectedOperatorTester() |
| 232 | .batch_size(12) |
| 233 | .input_channels(23) |
| 234 | .output_channels(19) |
| 235 | .qmin(128) |
| 236 | .iterations(3) |
| 237 | .TestF32(); |
| 238 | } |
| 239 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 240 | TEST(FULLY_CONNECTED_NC_F32, small_batch_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 241 | FullyConnectedOperatorTester() |
| 242 | .batch_size(12) |
| 243 | .input_channels(23) |
| 244 | .output_channels(19) |
| 245 | .qmax(128) |
| 246 | .iterations(3) |
| 247 | .TestF32(); |
| 248 | } |
| 249 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 250 | TEST(FULLY_CONNECTED_NC_F32, small_batch_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 251 | FullyConnectedOperatorTester() |
| 252 | .batch_size(12) |
| 253 | .input_channels(23) |
| 254 | .input_stride(28) |
| 255 | .output_channels(19) |
| 256 | .iterations(3) |
| 257 | .TestF32(); |
| 258 | } |
| 259 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 260 | TEST(FULLY_CONNECTED_NC_F32, small_batch_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 261 | FullyConnectedOperatorTester() |
| 262 | .batch_size(12) |
| 263 | .input_channels(23) |
| 264 | .output_channels(19) |
| 265 | .output_stride(29) |
| 266 | .iterations(3) |
| 267 | .TestF32(); |
| 268 | } |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 269 | |
Marat Dukhan | c4f0ff9 | 2019-12-03 14:59:08 -0800 | [diff] [blame] | 270 | TEST(FULLY_CONNECTED_NC_F32, small_batch_transpose_weights) { |
| 271 | FullyConnectedOperatorTester() |
| 272 | .transpose_weights(true) |
| 273 | .batch_size(12) |
| 274 | .input_channels(23) |
| 275 | .output_channels(19) |
| 276 | .iterations(3) |
| 277 | .TestF32(); |
| 278 | } |
| 279 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 280 | TEST(FULLY_CONNECTED_NC_F32, small_batch_without_bias) { |
Marat Dukhan | f568f08 | 2019-10-30 09:47:07 -0700 | [diff] [blame] | 281 | FullyConnectedOperatorTester() |
| 282 | .has_bias(false) |
| 283 | .batch_size(12) |
| 284 | .input_channels(23) |
| 285 | .output_channels(19) |
| 286 | .iterations(3) |
| 287 | .TestF32(); |
| 288 | } |