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 "sigmoid-operator-tester.h" |
| 12 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 13 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 14 | TEST(SIGMOID_NC_QU8, unit_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 15 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 16 | SigmoidOperatorTester() |
| 17 | .batch_size(1) |
| 18 | .channels(channels) |
| 19 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 20 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 21 | } |
| 22 | } |
| 23 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 24 | TEST(SIGMOID_NC_QU8, unit_batch_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 25 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 26 | SigmoidOperatorTester() |
| 27 | .batch_size(1) |
| 28 | .channels(channels) |
| 29 | .qmin(128) |
| 30 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 31 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 32 | } |
| 33 | } |
| 34 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 35 | TEST(SIGMOID_NC_QU8, unit_batch_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 36 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 37 | SigmoidOperatorTester() |
| 38 | .batch_size(1) |
| 39 | .channels(channels) |
| 40 | .qmax(128) |
| 41 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 42 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 43 | } |
| 44 | } |
| 45 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 46 | TEST(SIGMOID_NC_QU8, unit_batch_with_input_scale) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 47 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 48 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { |
| 49 | SigmoidOperatorTester() |
| 50 | .batch_size(1) |
| 51 | .channels(channels) |
| 52 | .input_scale(input_scale) |
| 53 | .iterations(1) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 54 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 55 | } |
| 56 | } |
| 57 | } |
| 58 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 59 | TEST(SIGMOID_NC_QU8, unit_batch_with_input_zero_point) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 60 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 61 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 62 | SigmoidOperatorTester() |
| 63 | .batch_size(1) |
| 64 | .channels(channels) |
| 65 | .input_zero_point(uint8_t(input_zero_point)) |
| 66 | .iterations(1) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 67 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 68 | } |
| 69 | } |
| 70 | } |
| 71 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 72 | TEST(SIGMOID_NC_QU8, small_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 73 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 74 | SigmoidOperatorTester() |
| 75 | .batch_size(3) |
| 76 | .channels(channels) |
| 77 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 78 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 79 | } |
| 80 | } |
| 81 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 82 | TEST(SIGMOID_NC_QU8, small_batch_with_input_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 83 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 84 | SigmoidOperatorTester() |
| 85 | .batch_size(3) |
| 86 | .channels(channels) |
| 87 | .input_stride(129) |
| 88 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 89 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 90 | } |
| 91 | } |
| 92 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 93 | TEST(SIGMOID_NC_QU8, small_batch_with_output_stride) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 94 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 95 | SigmoidOperatorTester() |
| 96 | .batch_size(3) |
| 97 | .channels(channels) |
| 98 | .output_stride(117) |
| 99 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 100 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 101 | } |
| 102 | } |
| 103 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 104 | TEST(SIGMOID_NC_QU8, small_batch_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 105 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 106 | SigmoidOperatorTester() |
| 107 | .batch_size(3) |
| 108 | .channels(channels) |
| 109 | .qmin(128) |
| 110 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 111 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 112 | } |
| 113 | } |
| 114 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 115 | TEST(SIGMOID_NC_QU8, small_batch_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 116 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 117 | SigmoidOperatorTester() |
| 118 | .batch_size(3) |
| 119 | .channels(channels) |
| 120 | .qmax(128) |
| 121 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 122 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 123 | } |
| 124 | } |
| 125 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 126 | TEST(SIGMOID_NC_QU8, small_batch_with_input_scale) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 127 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 128 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { |
| 129 | SigmoidOperatorTester() |
| 130 | .batch_size(3) |
| 131 | .channels(channels) |
| 132 | .input_scale(input_scale) |
| 133 | .iterations(1) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 134 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 135 | } |
| 136 | } |
| 137 | } |
| 138 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 139 | TEST(SIGMOID_NC_QU8, small_batch_with_input_zero_point) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 140 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 141 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 142 | SigmoidOperatorTester() |
| 143 | .batch_size(3) |
| 144 | .channels(channels) |
| 145 | .input_zero_point(uint8_t(input_zero_point)) |
| 146 | .iterations(1) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 147 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 148 | } |
| 149 | } |
| 150 | } |
| 151 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 152 | TEST(SIGMOID_NC_QU8, strided_batch) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 153 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 154 | SigmoidOperatorTester() |
| 155 | .batch_size(3) |
| 156 | .channels(channels) |
| 157 | .input_stride(129) |
| 158 | .output_stride(117) |
| 159 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 160 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 161 | } |
| 162 | } |
| 163 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 164 | TEST(SIGMOID_NC_QU8, strided_batch_with_qmin) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 165 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 166 | SigmoidOperatorTester() |
| 167 | .batch_size(3) |
| 168 | .channels(channels) |
| 169 | .input_stride(129) |
| 170 | .output_stride(117) |
| 171 | .qmin(128) |
| 172 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 173 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 174 | } |
| 175 | } |
| 176 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 177 | TEST(SIGMOID_NC_QU8, strided_batch_with_qmax) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 178 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 179 | SigmoidOperatorTester() |
| 180 | .batch_size(3) |
| 181 | .channels(channels) |
| 182 | .input_stride(129) |
| 183 | .output_stride(117) |
| 184 | .qmax(128) |
| 185 | .iterations(3) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 186 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 187 | } |
| 188 | } |
| 189 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 190 | TEST(SIGMOID_NC_QU8, strided_batch_with_input_scale) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 191 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 192 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { |
| 193 | SigmoidOperatorTester() |
| 194 | .batch_size(3) |
| 195 | .channels(channels) |
| 196 | .input_stride(129) |
| 197 | .output_stride(117) |
| 198 | .input_scale(input_scale) |
| 199 | .iterations(1) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 200 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 201 | } |
| 202 | } |
| 203 | } |
| 204 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 205 | TEST(SIGMOID_NC_QU8, strided_batch_with_input_zero_point) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 206 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 207 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 208 | SigmoidOperatorTester() |
| 209 | .batch_size(3) |
| 210 | .channels(channels) |
| 211 | .input_stride(129) |
| 212 | .output_stride(117) |
| 213 | .input_zero_point(uint8_t(input_zero_point)) |
| 214 | .iterations(1) |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 215 | .TestQU8(); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 216 | } |
| 217 | } |
| 218 | } |
Marat Dukhan | 346a9e5 | 2019-11-15 09:06:30 -0800 | [diff] [blame] | 219 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 220 | TEST(SIGMOID_NC_F32, unit_batch) { |
Marat Dukhan | 346a9e5 | 2019-11-15 09:06:30 -0800 | [diff] [blame] | 221 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 222 | SigmoidOperatorTester() |
| 223 | .batch_size(1) |
| 224 | .channels(channels) |
| 225 | .iterations(3) |
| 226 | .TestF32(); |
| 227 | } |
| 228 | } |
| 229 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 230 | TEST(SIGMOID_NC_F32, small_batch) { |
Marat Dukhan | 346a9e5 | 2019-11-15 09:06:30 -0800 | [diff] [blame] | 231 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 232 | SigmoidOperatorTester() |
| 233 | .batch_size(3) |
| 234 | .channels(channels) |
| 235 | .iterations(3) |
| 236 | .TestF32(); |
| 237 | } |
| 238 | } |
| 239 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 240 | TEST(SIGMOID_NC_F32, small_batch_with_input_stride) { |
Marat Dukhan | 346a9e5 | 2019-11-15 09:06:30 -0800 | [diff] [blame] | 241 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 242 | SigmoidOperatorTester() |
| 243 | .batch_size(3) |
| 244 | .channels(channels) |
| 245 | .input_stride(129) |
| 246 | .iterations(3) |
| 247 | .TestF32(); |
| 248 | } |
| 249 | } |
| 250 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 251 | TEST(SIGMOID_NC_F32, small_batch_with_output_stride) { |
Marat Dukhan | 346a9e5 | 2019-11-15 09:06:30 -0800 | [diff] [blame] | 252 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 253 | SigmoidOperatorTester() |
| 254 | .batch_size(3) |
| 255 | .channels(channels) |
| 256 | .output_stride(117) |
| 257 | .iterations(3) |
| 258 | .TestF32(); |
| 259 | } |
| 260 | } |
| 261 | |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 262 | TEST(SIGMOID_NC_F32, strided_batch) { |
Marat Dukhan | 346a9e5 | 2019-11-15 09:06:30 -0800 | [diff] [blame] | 263 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 264 | SigmoidOperatorTester() |
| 265 | .batch_size(3) |
| 266 | .channels(channels) |
| 267 | .input_stride(129) |
| 268 | .output_stride(117) |
| 269 | .iterations(3) |
| 270 | .TestF32(); |
| 271 | } |
| 272 | } |