| Marat Dukhan | b6bd4bc | 2020-12-01 17:01:40 -0800 | [diff] [blame] | 1 | // Copyright 2020 Google LLC |
| 2 | // |
| 3 | // This source code is licensed under the BSD-style license found in the |
| 4 | // LICENSE file in the root directory of this source tree. |
| 5 | |
| 6 | #include <gtest/gtest.h> |
| 7 | |
| 8 | #include "elu-operator-tester.h" |
| 9 | |
| 10 | |
| Marat Dukhan | eec0052 | 2021-09-15 00:01:41 -0700 | [diff] [blame] | 11 | TEST(ELU_NC_QS8, unit_batch) { |
| 12 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 13 | ELUOperatorTester() |
| 14 | .batch_size(1) |
| 15 | .channels(channels) |
| 16 | .iterations(3) |
| 17 | .TestQS8(); |
| 18 | } |
| 19 | } |
| 20 | |
| 21 | TEST(ELU_NC_QS8, unit_batch_with_qmin) { |
| 22 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 23 | ELUOperatorTester() |
| 24 | .batch_size(1) |
| 25 | .channels(channels) |
| 26 | .qmin(128) |
| 27 | .iterations(3) |
| 28 | .TestQS8(); |
| 29 | } |
| 30 | } |
| 31 | |
| 32 | TEST(ELU_NC_QS8, unit_batch_with_qmax) { |
| 33 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 34 | ELUOperatorTester() |
| 35 | .batch_size(1) |
| 36 | .channels(channels) |
| 37 | .qmax(128) |
| 38 | .iterations(3) |
| 39 | .TestQS8(); |
| 40 | } |
| 41 | } |
| 42 | |
| 43 | TEST(ELU_NC_QS8, unit_batch_with_input_scale) { |
| 44 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 45 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { |
| 46 | ELUOperatorTester() |
| 47 | .batch_size(1) |
| 48 | .channels(channels) |
| 49 | .input_scale(input_scale) |
| 50 | .iterations(1) |
| 51 | .TestQS8(); |
| 52 | } |
| 53 | } |
| 54 | } |
| 55 | |
| 56 | TEST(ELU_NC_QS8, unit_batch_with_input_zero_point) { |
| 57 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 58 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 59 | ELUOperatorTester() |
| 60 | .batch_size(1) |
| 61 | .channels(channels) |
| 62 | .input_zero_point(uint8_t(input_zero_point)) |
| 63 | .iterations(1) |
| 64 | .TestQS8(); |
| 65 | } |
| 66 | } |
| 67 | } |
| 68 | |
| 69 | TEST(ELU_NC_QS8, small_batch) { |
| 70 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 71 | ELUOperatorTester() |
| 72 | .batch_size(3) |
| 73 | .channels(channels) |
| 74 | .iterations(3) |
| 75 | .TestQS8(); |
| 76 | } |
| 77 | } |
| 78 | |
| 79 | TEST(ELU_NC_QS8, small_batch_with_input_stride) { |
| 80 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 81 | ELUOperatorTester() |
| 82 | .batch_size(3) |
| 83 | .channels(channels) |
| 84 | .input_stride(129) |
| 85 | .iterations(3) |
| 86 | .TestQS8(); |
| 87 | } |
| 88 | } |
| 89 | |
| 90 | TEST(ELU_NC_QS8, small_batch_with_output_stride) { |
| 91 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 92 | ELUOperatorTester() |
| 93 | .batch_size(3) |
| 94 | .channels(channels) |
| 95 | .output_stride(117) |
| 96 | .iterations(3) |
| 97 | .TestQS8(); |
| 98 | } |
| 99 | } |
| 100 | |
| 101 | TEST(ELU_NC_QS8, small_batch_with_qmin) { |
| 102 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 103 | ELUOperatorTester() |
| 104 | .batch_size(3) |
| 105 | .channels(channels) |
| 106 | .qmin(128) |
| 107 | .iterations(3) |
| 108 | .TestQS8(); |
| 109 | } |
| 110 | } |
| 111 | |
| 112 | TEST(ELU_NC_QS8, small_batch_with_qmax) { |
| 113 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 114 | ELUOperatorTester() |
| 115 | .batch_size(3) |
| 116 | .channels(channels) |
| 117 | .qmax(128) |
| 118 | .iterations(3) |
| 119 | .TestQS8(); |
| 120 | } |
| 121 | } |
| 122 | |
| 123 | TEST(ELU_NC_QS8, small_batch_with_input_scale) { |
| 124 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 125 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { |
| 126 | ELUOperatorTester() |
| 127 | .batch_size(3) |
| 128 | .channels(channels) |
| 129 | .input_scale(input_scale) |
| 130 | .iterations(1) |
| 131 | .TestQS8(); |
| 132 | } |
| 133 | } |
| 134 | } |
| 135 | |
| 136 | TEST(ELU_NC_QS8, small_batch_with_input_zero_point) { |
| 137 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 138 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 139 | ELUOperatorTester() |
| 140 | .batch_size(3) |
| 141 | .channels(channels) |
| 142 | .input_zero_point(uint8_t(input_zero_point)) |
| 143 | .iterations(1) |
| 144 | .TestQS8(); |
| 145 | } |
| 146 | } |
| 147 | } |
| 148 | |
| 149 | TEST(ELU_NC_QS8, small_batch_with_alpha) { |
| 150 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 151 | for (float alpha = 1.0e-4f; alpha < 1.0f; alpha *= 3.14159265f) { |
| 152 | ELUOperatorTester() |
| 153 | .batch_size(3) |
| 154 | .channels(channels) |
| 155 | .alpha(alpha) |
| 156 | .iterations(1) |
| 157 | .TestQS8(); |
| 158 | } |
| 159 | } |
| 160 | } |
| 161 | |
| 162 | TEST(ELU_NC_QS8, strided_batch) { |
| 163 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 164 | ELUOperatorTester() |
| 165 | .batch_size(3) |
| 166 | .channels(channels) |
| 167 | .input_stride(129) |
| 168 | .output_stride(117) |
| 169 | .iterations(3) |
| 170 | .TestQS8(); |
| 171 | } |
| 172 | } |
| 173 | |
| 174 | TEST(ELU_NC_QS8, strided_batch_with_qmin) { |
| 175 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 176 | ELUOperatorTester() |
| 177 | .batch_size(3) |
| 178 | .channels(channels) |
| 179 | .input_stride(129) |
| 180 | .output_stride(117) |
| 181 | .qmin(128) |
| 182 | .iterations(3) |
| 183 | .TestQS8(); |
| 184 | } |
| 185 | } |
| 186 | |
| 187 | TEST(ELU_NC_QS8, strided_batch_with_qmax) { |
| 188 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 189 | ELUOperatorTester() |
| 190 | .batch_size(3) |
| 191 | .channels(channels) |
| 192 | .input_stride(129) |
| 193 | .output_stride(117) |
| 194 | .qmax(128) |
| 195 | .iterations(3) |
| 196 | .TestQS8(); |
| 197 | } |
| 198 | } |
| 199 | |
| 200 | TEST(ELU_NC_QS8, strided_batch_with_input_scale) { |
| 201 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 202 | for (float input_scale = 1.0e-2f; input_scale < 1.0e+2f; input_scale *= 10.0f) { |
| 203 | ELUOperatorTester() |
| 204 | .batch_size(3) |
| 205 | .channels(channels) |
| 206 | .input_stride(129) |
| 207 | .output_stride(117) |
| 208 | .input_scale(input_scale) |
| 209 | .iterations(1) |
| 210 | .TestQS8(); |
| 211 | } |
| 212 | } |
| 213 | } |
| 214 | |
| 215 | TEST(ELU_NC_QS8, strided_batch_with_input_zero_point) { |
| 216 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 217 | for (int32_t input_zero_point = 0; input_zero_point <= 255; input_zero_point += 51) { |
| 218 | ELUOperatorTester() |
| 219 | .batch_size(3) |
| 220 | .channels(channels) |
| 221 | .input_stride(129) |
| 222 | .output_stride(117) |
| 223 | .input_zero_point(uint8_t(input_zero_point)) |
| 224 | .iterations(1) |
| 225 | .TestQS8(); |
| 226 | } |
| 227 | } |
| 228 | } |
| 229 | |
| 230 | TEST(ELU_NC_QS8, strided_batch_with_alpha) { |
| 231 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 232 | for (float alpha = 1.0e-4f; alpha < 1.0f; alpha *= 3.14159265f) { |
| 233 | ELUOperatorTester() |
| 234 | .batch_size(3) |
| 235 | .channels(channels) |
| 236 | .input_stride(129) |
| 237 | .output_stride(117) |
| 238 | .alpha(alpha) |
| 239 | .iterations(1) |
| 240 | .TestQS8(); |
| 241 | } |
| 242 | } |
| 243 | } |
| 244 | |
| Marat Dukhan | b6bd4bc | 2020-12-01 17:01:40 -0800 | [diff] [blame] | 245 | TEST(ELU_NC_F32, unit_batch) { |
| 246 | for (size_t channels = 1; channels < 100; channels++) { |
| 247 | ELUOperatorTester() |
| 248 | .batch_size(1) |
| 249 | .channels(channels) |
| 250 | .iterations(3) |
| 251 | .TestF32(); |
| 252 | } |
| 253 | } |
| 254 | |
| 255 | TEST(ELU_NC_F32, small_batch) { |
| 256 | for (size_t channels = 1; channels < 100; channels++) { |
| 257 | ELUOperatorTester() |
| 258 | .batch_size(3) |
| 259 | .channels(channels) |
| 260 | .iterations(3) |
| 261 | .TestF32(); |
| 262 | } |
| 263 | } |
| 264 | |
| 265 | TEST(ELU_NC_F32, small_batch_with_input_stride) { |
| 266 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 267 | ELUOperatorTester() |
| 268 | .batch_size(3) |
| 269 | .channels(channels) |
| 270 | .input_stride(129) |
| 271 | .iterations(3) |
| 272 | .TestF32(); |
| 273 | } |
| 274 | } |
| 275 | |
| 276 | TEST(ELU_NC_F32, small_batch_with_output_stride) { |
| 277 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 278 | ELUOperatorTester() |
| 279 | .batch_size(3) |
| 280 | .channels(channels) |
| 281 | .output_stride(117) |
| 282 | .iterations(3) |
| 283 | .TestF32(); |
| 284 | } |
| 285 | } |
| 286 | |
| 287 | TEST(ELU_NC_F32, small_batch_with_input_and_output_stride) { |
| 288 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 289 | ELUOperatorTester() |
| 290 | .batch_size(3) |
| 291 | .channels(channels) |
| 292 | .input_stride(129) |
| 293 | .output_stride(117) |
| 294 | .iterations(3) |
| 295 | .TestF32(); |
| 296 | } |
| 297 | } |
| 298 | |
| 299 | TEST(ELU_NC_F32, small_batch_with_alpha) { |
| 300 | for (size_t batch_size = 1; batch_size <= 3; batch_size += 2) { |
| 301 | for (size_t channels = 1; channels < 100; channels += 15) { |
| 302 | for (float alpha = 1.0e-4f; alpha < 1.0f; alpha *= 3.14159265f) { |
| 303 | ELUOperatorTester() |
| 304 | .batch_size(3) |
| 305 | .channels(channels) |
| 306 | .alpha(alpha) |
| 307 | .iterations(1) |
| 308 | .TestF32(); |
| 309 | } |
| 310 | } |
| 311 | } |
| 312 | } |