Commit
•
257cd82
1
Parent(s):
024d995
Add SetFit ABSA model
Browse files- README.md +898 -282
- config_sentence_transformers.json +1 -1
- config_setfit.json +3 -3
- model.safetensors +1 -1
- model_head.pkl +1 -1
README.md
CHANGED
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@@ -10,16 +10,18 @@ base_model: cointegrated/rubert-tiny2
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metrics:
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- accuracy
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widget:
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pipeline_tag: text-classification
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inference: false
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---
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- **Model Type:** SetFit
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- **Sentence Transformer body:** [cointegrated/rubert-tiny2](https://huggingface.co/cointegrated/rubert-tiny2)
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- **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance
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- **spaCy Model:**
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- **SetFitABSA Aspect Model:** [isolation-forest/setfit-absa-aspect](https://huggingface.co/isolation-forest/setfit-absa-aspect)
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- **SetFitABSA Polarity Model:** [isolation-forest/setfit-absa-polarity](https://huggingface.co/isolation-forest/setfit-absa-polarity)
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- **Maximum Sequence Length:** 2048 tokens
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- **Blogpost:** [SetFit: Efficient Few-Shot Learning Without Prompts](https://huggingface.co/blog/setfit)
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### Model Labels
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| Label | Examples
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| aspect | <ul><li>'
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| no aspect | <ul><li>'
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## Uses
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### Training Set Metrics
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| Training set | Min | Median | Max |
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|:-------------|:----|:--------|:----|
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| Word count |
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| Label | Training Sample Count |
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|:----------|:----------------------|
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| aspect | 256 |
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### Training Hyperparameters
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### Training Results
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| Epoch | Step | Training Loss | Validation Loss |
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|:------:|:-----:|:-------------:|:---------------:|
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| 413 |
|
| 414 |
### Framework Versions
|
| 415 |
- Python: 3.10.13
|
| 416 |
- SetFit: 1.0.3
|
| 417 |
-
- Sentence Transformers: 2.
|
| 418 |
- spaCy: 3.7.2
|
| 419 |
- Transformers: 4.39.3
|
| 420 |
- PyTorch: 2.1.2
|
|
|
|
| 10 |
metrics:
|
| 11 |
- accuracy
|
| 12 |
widget:
|
| 13 |
+
- text: плюсов -:Еще из плюсов - при заказе банкета есть специальное предложение по
|
| 14 |
+
алкоголю ( можно приобрети вино , шампанское и водку по ценам производителя )
|
| 15 |
+
.
|
| 16 |
+
- text: телятины:Заказала я салат , большую порцию , как ни странно его принесли в
|
| 17 |
+
большом количестве , из горячего заказала стейк из телятины , мясо было мягким
|
| 18 |
+
и сочным , и конечно же мое самое любимое это десерт , заказала тирамису , и правильно
|
| 19 |
+
сделала , очень вкусный десерт .
|
| 20 |
+
- text: бекона:Салат цезарь вся тарелка это листья салата , немного бекона по кругу
|
| 21 |
+
и все это в соусе , сверху сыр ( цезарь готовится с курицей ) .
|
| 22 |
+
- text: ресторан:По моей рекомендации этот ресторан посетили несколько пар моих друзей
|
| 23 |
+
и также остались довольны .
|
| 24 |
+
- text: блюда:Для меня же минус был в том , что сами блюда слишком специфические .
|
| 25 |
pipeline_tag: text-classification
|
| 26 |
inference: false
|
| 27 |
---
|
|
|
|
| 47 |
- **Model Type:** SetFit
|
| 48 |
- **Sentence Transformer body:** [cointegrated/rubert-tiny2](https://huggingface.co/cointegrated/rubert-tiny2)
|
| 49 |
- **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance
|
| 50 |
+
- **spaCy Model:** ru_core_news_lg
|
| 51 |
- **SetFitABSA Aspect Model:** [isolation-forest/setfit-absa-aspect](https://huggingface.co/isolation-forest/setfit-absa-aspect)
|
| 52 |
- **SetFitABSA Polarity Model:** [isolation-forest/setfit-absa-polarity](https://huggingface.co/isolation-forest/setfit-absa-polarity)
|
| 53 |
- **Maximum Sequence Length:** 2048 tokens
|
|
|
|
| 63 |
- **Blogpost:** [SetFit: Efficient Few-Shot Learning Without Prompts](https://huggingface.co/blog/setfit)
|
| 64 |
|
| 65 |
### Model Labels
|
| 66 |
+
| Label | Examples |
|
| 67 |
+
|:----------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
|
| 68 |
+
| aspect | <ul><li>'порции:И порции " достойные " .'</li><li>'официантка:Потом официантка как будто пропала , было не дозваться , чтобы что - то дозаказать , очень долго приходилось ждать , в итоге посчитали неправильно , в счет внесли на 2 пункта больше , чем мы заказывали .'</li><li>'Обслуживание:Обслуживание не впечатлило .'</li></ul> |
|
| 69 |
+
| no aspect | <ul><li>'итоге:Потом официантка как будто пропала , было не дозваться , чтобы что - то дозаказать , очень долго приходилось ждать , в итоге посчитали неправильно , в счет внесли на 2 пункта больше , чем мы заказывали .'</li><li>'счет:Потом официантка как будто пропала , было не дозваться , чтобы что - то дозаказать , очень долго приходилось ждать , в итоге посчитали неправильно , в счет внесли на 2 пункта больше , чем мы заказывали .'</li><li>'пункта:Потом официантка как будто пропала , было не дозваться , чтобы что - то дозаказать , очень долго приходилось ждать , в итоге посчитали неправильно , в счет внесли на 2 пункта больше , чем мы заказывали .'</li></ul> |
|
| 70 |
|
| 71 |
## Uses
|
| 72 |
|
|
|
|
| 121 |
### Training Set Metrics
|
| 122 |
| Training set | Min | Median | Max |
|
| 123 |
|:-------------|:----|:--------|:----|
|
| 124 |
+
| Word count | 2 | 31.9677 | 88 |
|
| 125 |
|
| 126 |
| Label | Training Sample Count |
|
| 127 |
|:----------|:----------------------|
|
| 128 |
+
| no aspect | 797 |
|
| 129 |
| aspect | 256 |
|
| 130 |
|
| 131 |
### Training Hyperparameters
|
|
|
|
| 148 |
### Training Results
|
| 149 |
| Epoch | Step | Training Loss | Validation Loss |
|
| 150 |
|:------:|:-----:|:-------------:|:---------------:|
|
| 151 |
+
| 0.0000 | 1 | 0.25 | - |
|
| 152 |
+
| 0.0011 | 50 | 0.1976 | - |
|
| 153 |
+
| 0.0023 | 100 | 0.2289 | - |
|
| 154 |
+
| 0.0034 | 150 | 0.2826 | - |
|
| 155 |
+
| 0.0046 | 200 | 0.2361 | - |
|
| 156 |
+
| 0.0057 | 250 | 0.2766 | - |
|
| 157 |
+
| 0.0068 | 300 | 0.2723 | - |
|
| 158 |
+
| 0.0080 | 350 | 0.2402 | - |
|
| 159 |
+
| 0.0091 | 400 | 0.2678 | - |
|
| 160 |
+
| 0.0103 | 450 | 0.2511 | - |
|
| 161 |
+
| 0.0114 | 500 | 0.21 | - |
|
| 162 |
+
| 0.0125 | 550 | 0.2503 | - |
|
| 163 |
+
| 0.0137 | 600 | 0.2614 | - |
|
| 164 |
+
| 0.0148 | 650 | 0.218 | - |
|
| 165 |
+
| 0.0160 | 700 | 0.2482 | - |
|
| 166 |
+
| 0.0171 | 750 | 0.2091 | - |
|
| 167 |
+
| 0.0182 | 800 | 0.2477 | - |
|
| 168 |
+
| 0.0194 | 850 | 0.2531 | - |
|
| 169 |
+
| 0.0205 | 900 | 0.1878 | - |
|
| 170 |
+
| 0.0217 | 950 | 0.2416 | - |
|
| 171 |
+
| 0.0228 | 1000 | 0.2245 | - |
|
| 172 |
+
| 0.0239 | 1050 | 0.2367 | - |
|
| 173 |
+
| 0.0251 | 1100 | 0.2376 | - |
|
| 174 |
+
| 0.0262 | 1150 | 0.2271 | - |
|
| 175 |
+
| 0.0274 | 1200 | 0.228 | - |
|
| 176 |
+
| 0.0285 | 1250 | 0.2362 | - |
|
| 177 |
+
| 0.0296 | 1300 | 0.2308 | - |
|
| 178 |
+
| 0.0308 | 1350 | 0.2326 | - |
|
| 179 |
+
| 0.0319 | 1400 | 0.2535 | - |
|
| 180 |
+
| 0.0331 | 1450 | 0.177 | - |
|
| 181 |
+
| 0.0342 | 1500 | 0.2595 | - |
|
| 182 |
+
| 0.0353 | 1550 | 0.2289 | - |
|
| 183 |
+
| 0.0365 | 1600 | 0.2378 | - |
|
| 184 |
+
| 0.0376 | 1650 | 0.2111 | - |
|
| 185 |
+
| 0.0388 | 1700 | 0.2556 | - |
|
| 186 |
+
| 0.0399 | 1750 | 0.2054 | - |
|
| 187 |
+
| 0.0410 | 1800 | 0.1949 | - |
|
| 188 |
+
| 0.0422 | 1850 | 0.2065 | - |
|
| 189 |
+
| 0.0433 | 1900 | 0.1907 | - |
|
| 190 |
+
| 0.0445 | 1950 | 0.2325 | - |
|
| 191 |
+
| 0.0456 | 2000 | 0.2313 | - |
|
| 192 |
+
| 0.0467 | 2050 | 0.1713 | - |
|
| 193 |
+
| 0.0479 | 2100 | 0.1786 | - |
|
| 194 |
+
| 0.0490 | 2150 | 0.2258 | - |
|
| 195 |
+
| 0.0502 | 2200 | 0.1102 | - |
|
| 196 |
+
| 0.0513 | 2250 | 0.1714 | - |
|
| 197 |
+
| 0.0524 | 2300 | 0.2325 | - |
|
| 198 |
+
| 0.0536 | 2350 | 0.2287 | - |
|
| 199 |
+
| 0.0547 | 2400 | 0.2901 | - |
|
| 200 |
+
| 0.0559 | 2450 | 0.1763 | - |
|
| 201 |
+
| 0.0570 | 2500 | 0.223 | - |
|
| 202 |
+
| 0.0581 | 2550 | 0.0784 | - |
|
| 203 |
+
| 0.0593 | 2600 | 0.2069 | - |
|
| 204 |
+
| 0.0604 | 2650 | 0.1353 | - |
|
| 205 |
+
| 0.0616 | 2700 | 0.1729 | - |
|
| 206 |
+
| 0.0627 | 2750 | 0.1753 | - |
|
| 207 |
+
| 0.0638 | 2800 | 0.2243 | - |
|
| 208 |
+
| 0.0650 | 2850 | 0.1151 | - |
|
| 209 |
+
| 0.0661 | 2900 | 0.2547 | - |
|
| 210 |
+
| 0.0673 | 2950 | 0.1414 | - |
|
| 211 |
+
| 0.0684 | 3000 | 0.1771 | - |
|
| 212 |
+
| 0.0695 | 3050 | 0.1275 | - |
|
| 213 |
+
| 0.0707 | 3100 | 0.0541 | - |
|
| 214 |
+
| 0.0718 | 3150 | 0.0962 | - |
|
| 215 |
+
| 0.0730 | 3200 | 0.1953 | - |
|
| 216 |
+
| 0.0741 | 3250 | 0.0787 | - |
|
| 217 |
+
| 0.0752 | 3300 | 0.0766 | - |
|
| 218 |
+
| 0.0764 | 3350 | 0.1537 | - |
|
| 219 |
+
| 0.0775 | 3400 | 0.0957 | - |
|
| 220 |
+
| 0.0787 | 3450 | 0.0975 | - |
|
| 221 |
+
| 0.0798 | 3500 | 0.0359 | - |
|
| 222 |
+
| 0.0809 | 3550 | 0.0402 | - |
|
| 223 |
+
| 0.0821 | 3600 | 0.0377 | - |
|
| 224 |
+
| 0.0832 | 3650 | 0.0486 | - |
|
| 225 |
+
| 0.0844 | 3700 | 0.1206 | - |
|
| 226 |
+
| 0.0855 | 3750 | 0.0504 | - |
|
| 227 |
+
| 0.0866 | 3800 | 0.1072 | - |
|
| 228 |
+
| 0.0878 | 3850 | 0.0838 | - |
|
| 229 |
+
| 0.0889 | 3900 | 0.1222 | - |
|
| 230 |
+
| 0.0901 | 3950 | 0.0463 | - |
|
| 231 |
+
| 0.0912 | 4000 | 0.0781 | - |
|
| 232 |
+
| 0.0923 | 4050 | 0.031 | - |
|
| 233 |
+
| 0.0935 | 4100 | 0.1063 | - |
|
| 234 |
+
| 0.0946 | 4150 | 0.0643 | - |
|
| 235 |
+
| 0.0958 | 4200 | 0.0624 | - |
|
| 236 |
+
| 0.0969 | 4250 | 0.0283 | - |
|
| 237 |
+
| 0.0980 | 4300 | 0.0527 | - |
|
| 238 |
+
| 0.0992 | 4350 | 0.0153 | - |
|
| 239 |
+
| 0.1003 | 4400 | 0.0765 | - |
|
| 240 |
+
| 0.1015 | 4450 | 0.0245 | - |
|
| 241 |
+
| 0.1026 | 4500 | 0.0494 | - |
|
| 242 |
+
| 0.1037 | 4550 | 0.0218 | - |
|
| 243 |
+
| 0.1049 | 4600 | 0.0086 | - |
|
| 244 |
+
| 0.1060 | 4650 | 0.0245 | - |
|
| 245 |
+
| 0.1072 | 4700 | 0.0047 | - |
|
| 246 |
+
| 0.1083 | 4750 | 0.0284 | - |
|
| 247 |
+
| 0.1094 | 4800 | 0.0045 | - |
|
| 248 |
+
| 0.1106 | 4850 | 0.0683 | - |
|
| 249 |
+
| 0.1117 | 4900 | 0.0234 | - |
|
| 250 |
+
| 0.1129 | 4950 | 0.0584 | - |
|
| 251 |
+
| 0.1140 | 5000 | 0.1212 | - |
|
| 252 |
+
| 0.1151 | 5050 | 0.0052 | - |
|
| 253 |
+
| 0.1163 | 5100 | 0.065 | - |
|
| 254 |
+
| 0.1174 | 5150 | 0.003 | - |
|
| 255 |
+
| 0.1186 | 5200 | 0.0937 | - |
|
| 256 |
+
| 0.1197 | 5250 | 0.0038 | - |
|
| 257 |
+
| 0.1208 | 5300 | 0.0061 | - |
|
| 258 |
+
| 0.1220 | 5350 | 0.0038 | - |
|
| 259 |
+
| 0.1231 | 5400 | 0.0674 | - |
|
| 260 |
+
| 0.1243 | 5450 | 0.0039 | - |
|
| 261 |
+
| 0.1254 | 5500 | 0.0088 | - |
|
| 262 |
+
| 0.1265 | 5550 | 0.0028 | - |
|
| 263 |
+
| 0.1277 | 5600 | 0.0031 | - |
|
| 264 |
+
| 0.1288 | 5650 | 0.0035 | - |
|
| 265 |
+
| 0.1300 | 5700 | 0.0545 | - |
|
| 266 |
+
| 0.1311 | 5750 | 0.0021 | - |
|
| 267 |
+
| 0.1322 | 5800 | 0.0056 | - |
|
| 268 |
+
| 0.1334 | 5850 | 0.0019 | - |
|
| 269 |
+
| 0.1345 | 5900 | 0.0023 | - |
|
| 270 |
+
| 0.1356 | 5950 | 0.0595 | - |
|
| 271 |
+
| 0.1368 | 6000 | 0.0019 | - |
|
| 272 |
+
| 0.1379 | 6050 | 0.0031 | - |
|
| 273 |
+
| 0.1391 | 6100 | 0.0025 | - |
|
| 274 |
+
| 0.1402 | 6150 | 0.0026 | - |
|
| 275 |
+
| 0.1413 | 6200 | 0.0032 | - |
|
| 276 |
+
| 0.1425 | 6250 | 0.0019 | - |
|
| 277 |
+
| 0.1436 | 6300 | 0.0761 | - |
|
| 278 |
+
| 0.1448 | 6350 | 0.0446 | - |
|
| 279 |
+
| 0.1459 | 6400 | 0.002 | - |
|
| 280 |
+
| 0.1470 | 6450 | 0.008 | - |
|
| 281 |
+
| 0.1482 | 6500 | 0.0044 | - |
|
| 282 |
+
| 0.1493 | 6550 | 0.0024 | - |
|
| 283 |
+
| 0.1505 | 6600 | 0.0026 | - |
|
| 284 |
+
| 0.1516 | 6650 | 0.0477 | - |
|
| 285 |
+
| 0.1527 | 6700 | 0.0023 | - |
|
| 286 |
+
| 0.1539 | 6750 | 0.0024 | - |
|
| 287 |
+
| 0.1550 | 6800 | 0.0016 | - |
|
| 288 |
+
| 0.1562 | 6850 | 0.0023 | - |
|
| 289 |
+
| 0.1573 | 6900 | 0.0017 | - |
|
| 290 |
+
| 0.1584 | 6950 | 0.0026 | - |
|
| 291 |
+
| 0.1596 | 7000 | 0.0602 | - |
|
| 292 |
+
| 0.1607 | 7050 | 0.002 | - |
|
| 293 |
+
| 0.1619 | 7100 | 0.0014 | - |
|
| 294 |
+
| 0.1630 | 7150 | 0.0019 | - |
|
| 295 |
+
| 0.1641 | 7200 | 0.0019 | - |
|
| 296 |
+
| 0.1653 | 7250 | 0.0021 | - |
|
| 297 |
+
| 0.1664 | 7300 | 0.0563 | - |
|
| 298 |
+
| 0.1676 | 7350 | 0.0017 | - |
|
| 299 |
+
| 0.1687 | 7400 | 0.0019 | - |
|
| 300 |
+
| 0.1698 | 7450 | 0.0017 | - |
|
| 301 |
+
| 0.1710 | 7500 | 0.0014 | - |
|
| 302 |
+
| 0.1721 | 7550 | 0.002 | - |
|
| 303 |
+
| 0.1733 | 7600 | 0.0028 | - |
|
| 304 |
+
| 0.1744 | 7650 | 0.002 | - |
|
| 305 |
+
| 0.1755 | 7700 | 0.0021 | - |
|
| 306 |
+
| 0.1767 | 7750 | 0.002 | - |
|
| 307 |
+
| 0.1778 | 7800 | 0.0017 | - |
|
| 308 |
+
| 0.1790 | 7850 | 0.0579 | - |
|
| 309 |
+
| 0.1801 | 7900 | 0.0089 | - |
|
| 310 |
+
| 0.1812 | 7950 | 0.0016 | - |
|
| 311 |
+
| 0.1824 | 8000 | 0.104 | - |
|
| 312 |
+
| 0.1835 | 8050 | 0.0241 | - |
|
| 313 |
+
| 0.1847 | 8100 | 0.0015 | - |
|
| 314 |
+
| 0.1858 | 8150 | 0.0039 | - |
|
| 315 |
+
| 0.1869 | 8200 | 0.0018 | - |
|
| 316 |
+
| 0.1881 | 8250 | 0.0018 | - |
|
| 317 |
+
| 0.1892 | 8300 | 0.0012 | - |
|
| 318 |
+
| 0.1904 | 8350 | 0.0015 | - |
|
| 319 |
+
| 0.1915 | 8400 | 0.0016 | - |
|
| 320 |
+
| 0.1926 | 8450 | 0.0017 | - |
|
| 321 |
+
| 0.1938 | 8500 | 0.0647 | - |
|
| 322 |
+
| 0.1949 | 8550 | 0.0013 | - |
|
| 323 |
+
| 0.1961 | 8600 | 0.0014 | - |
|
| 324 |
+
| 0.1972 | 8650 | 0.1705 | - |
|
| 325 |
+
| 0.1983 | 8700 | 0.0036 | - |
|
| 326 |
+
| 0.1995 | 8750 | 0.0014 | - |
|
| 327 |
+
| 0.2006 | 8800 | 0.0021 | - |
|
| 328 |
+
| 0.2018 | 8850 | 0.0019 | - |
|
| 329 |
+
| 0.2029 | 8900 | 0.0018 | - |
|
| 330 |
+
| 0.2040 | 8950 | 0.0018 | - |
|
| 331 |
+
| 0.2052 | 9000 | 0.001 | - |
|
| 332 |
+
| 0.2063 | 9050 | 0.0012 | - |
|
| 333 |
+
| 0.2075 | 9100 | 0.0013 | - |
|
| 334 |
+
| 0.2086 | 9150 | 0.0014 | - |
|
| 335 |
+
| 0.2097 | 9200 | 0.0609 | - |
|
| 336 |
+
| 0.2109 | 9250 | 0.0026 | - |
|
| 337 |
+
| 0.2120 | 9300 | 0.0012 | - |
|
| 338 |
+
| 0.2132 | 9350 | 0.0023 | - |
|
| 339 |
+
| 0.2143 | 9400 | 0.0043 | - |
|
| 340 |
+
| 0.2154 | 9450 | 0.0511 | - |
|
| 341 |
+
| 0.2166 | 9500 | 0.0012 | - |
|
| 342 |
+
| 0.2177 | 9550 | 0.002 | - |
|
| 343 |
+
| 0.2189 | 9600 | 0.0016 | - |
|
| 344 |
+
| 0.2200 | 9650 | 0.0124 | - |
|
| 345 |
+
| 0.2211 | 9700 | 0.0046 | - |
|
| 346 |
+
| 0.2223 | 9750 | 0.0012 | - |
|
| 347 |
+
| 0.2234 | 9800 | 0.0014 | - |
|
| 348 |
+
| 0.2246 | 9850 | 0.0016 | - |
|
| 349 |
+
| 0.2257 | 9900 | 0.0596 | - |
|
| 350 |
+
| 0.2268 | 9950 | 0.0013 | - |
|
| 351 |
+
| 0.2280 | 10000 | 0.0021 | - |
|
| 352 |
+
| 0.2291 | 10050 | 0.0012 | - |
|
| 353 |
+
| 0.2303 | 10100 | 0.057 | - |
|
| 354 |
+
| 0.2314 | 10150 | 0.0028 | - |
|
| 355 |
+
| 0.2325 | 10200 | 0.0014 | - |
|
| 356 |
+
| 0.2337 | 10250 | 0.0014 | - |
|
| 357 |
+
| 0.2348 | 10300 | 0.0019 | - |
|
| 358 |
+
| 0.2360 | 10350 | 0.0014 | - |
|
| 359 |
+
| 0.2371 | 10400 | 0.0015 | - |
|
| 360 |
+
| 0.2382 | 10450 | 0.0569 | - |
|
| 361 |
+
| 0.2394 | 10500 | 0.0012 | - |
|
| 362 |
+
| 0.2405 | 10550 | 0.0023 | - |
|
| 363 |
+
| 0.2417 | 10600 | 0.0013 | - |
|
| 364 |
+
| 0.2428 | 10650 | 0.0011 | - |
|
| 365 |
+
| 0.2439 | 10700 | 0.0191 | - |
|
| 366 |
+
| 0.2451 | 10750 | 0.0015 | - |
|
| 367 |
+
| 0.2462 | 10800 | 0.0022 | - |
|
| 368 |
+
| 0.2474 | 10850 | 0.0547 | - |
|
| 369 |
+
| 0.2485 | 10900 | 0.003 | - |
|
| 370 |
+
| 0.2496 | 10950 | 0.0013 | - |
|
| 371 |
+
| 0.2508 | 11000 | 0.0018 | - |
|
| 372 |
+
| 0.2519 | 11050 | 0.0016 | - |
|
| 373 |
+
| 0.2531 | 11100 | 0.0013 | - |
|
| 374 |
+
| 0.2542 | 11150 | 0.0019 | - |
|
| 375 |
+
| 0.2553 | 11200 | 0.0011 | - |
|
| 376 |
+
| 0.2565 | 11250 | 0.0555 | - |
|
| 377 |
+
| 0.2576 | 11300 | 0.0012 | - |
|
| 378 |
+
| 0.2588 | 11350 | 0.0016 | - |
|
| 379 |
+
| 0.2599 | 11400 | 0.004 | - |
|
| 380 |
+
| 0.2610 | 11450 | 0.0014 | - |
|
| 381 |
+
| 0.2622 | 11500 | 0.0016 | - |
|
| 382 |
+
| 0.2633 | 11550 | 0.0037 | - |
|
| 383 |
+
| 0.2645 | 11600 | 0.0014 | - |
|
| 384 |
+
| 0.2656 | 11650 | 0.0252 | - |
|
| 385 |
+
| 0.2667 | 11700 | 0.0011 | - |
|
| 386 |
+
| 0.2679 | 11750 | 0.0013 | - |
|
| 387 |
+
| 0.2690 | 11800 | 0.0552 | - |
|
| 388 |
+
| 0.2702 | 11850 | 0.0019 | - |
|
| 389 |
+
| 0.2713 | 11900 | 0.0009 | - |
|
| 390 |
+
| 0.2724 | 11950 | 0.0015 | - |
|
| 391 |
+
| 0.2736 | 12000 | 0.0362 | - |
|
| 392 |
+
| 0.2747 | 12050 | 0.001 | - |
|
| 393 |
+
| 0.2759 | 12100 | 0.0022 | - |
|
| 394 |
+
| 0.2770 | 12150 | 0.0013 | - |
|
| 395 |
+
| 0.2781 | 12200 | 0.0013 | - |
|
| 396 |
+
| 0.2793 | 12250 | 0.001 | - |
|
| 397 |
+
| 0.2804 | 12300 | 0.0027 | - |
|
| 398 |
+
| 0.2816 | 12350 | 0.0013 | - |
|
| 399 |
+
| 0.2827 | 12400 | 0.0014 | - |
|
| 400 |
+
| 0.2838 | 12450 | 0.001 | - |
|
| 401 |
+
| 0.2850 | 12500 | 0.0014 | - |
|
| 402 |
+
| 0.2861 | 12550 | 0.0014 | - |
|
| 403 |
+
| 0.2873 | 12600 | 0.0407 | - |
|
| 404 |
+
| 0.2884 | 12650 | 0.0009 | - |
|
| 405 |
+
| 0.2895 | 12700 | 0.0014 | - |
|
| 406 |
+
| 0.2907 | 12750 | 0.001 | - |
|
| 407 |
+
| 0.2918 | 12800 | 0.0011 | - |
|
| 408 |
+
| 0.2930 | 12850 | 0.0012 | - |
|
| 409 |
+
| 0.2941 | 12900 | 0.0011 | - |
|
| 410 |
+
| 0.2952 | 12950 | 0.0016 | - |
|
| 411 |
+
| 0.2964 | 13000 | 0.0012 | - |
|
| 412 |
+
| 0.2975 | 13050 | 0.001 | - |
|
| 413 |
+
| 0.2987 | 13100 | 0.0026 | - |
|
| 414 |
+
| 0.2998 | 13150 | 0.0015 | - |
|
| 415 |
+
| 0.3009 | 13200 | 0.0022 | - |
|
| 416 |
+
| 0.3021 | 13250 | 0.0007 | - |
|
| 417 |
+
| 0.3032 | 13300 | 0.001 | - |
|
| 418 |
+
| 0.3044 | 13350 | 0.0012 | - |
|
| 419 |
+
| 0.3055 | 13400 | 0.0019 | - |
|
| 420 |
+
| 0.3066 | 13450 | 0.0016 | - |
|
| 421 |
+
| 0.3078 | 13500 | 0.0938 | - |
|
| 422 |
+
| 0.3089 | 13550 | 0.0009 | - |
|
| 423 |
+
| 0.3101 | 13600 | 0.0016 | - |
|
| 424 |
+
| 0.3112 | 13650 | 0.0014 | - |
|
| 425 |
+
| 0.3123 | 13700 | 0.032 | - |
|
| 426 |
+
| 0.3135 | 13750 | 0.0013 | - |
|
| 427 |
+
| 0.3146 | 13800 | 0.0219 | - |
|
| 428 |
+
| 0.3158 | 13850 | 0.0012 | - |
|
| 429 |
+
| 0.3169 | 13900 | 0.0012 | - |
|
| 430 |
+
| 0.3180 | 13950 | 0.0214 | - |
|
| 431 |
+
| 0.3192 | 14000 | 0.001 | - |
|
| 432 |
+
| 0.3203 | 14050 | 0.0033 | - |
|
| 433 |
+
| 0.3215 | 14100 | 0.0009 | - |
|
| 434 |
+
| 0.3226 | 14150 | 0.001 | - |
|
| 435 |
+
| 0.3237 | 14200 | 0.001 | - |
|
| 436 |
+
| 0.3249 | 14250 | 0.0014 | - |
|
| 437 |
+
| 0.3260 | 14300 | 0.0075 | - |
|
| 438 |
+
| 0.3272 | 14350 | 0.0015 | - |
|
| 439 |
+
| 0.3283 | 14400 | 0.0018 | - |
|
| 440 |
+
| 0.3294 | 14450 | 0.0011 | - |
|
| 441 |
+
| 0.3306 | 14500 | 0.0008 | - |
|
| 442 |
+
| 0.3317 | 14550 | 0.0381 | - |
|
| 443 |
+
| 0.3329 | 14600 | 0.0007 | - |
|
| 444 |
+
| 0.3340 | 14650 | 0.0009 | - |
|
| 445 |
+
| 0.3351 | 14700 | 0.001 | - |
|
| 446 |
+
| 0.3363 | 14750 | 0.0011 | - |
|
| 447 |
+
| 0.3374 | 14800 | 0.0304 | - |
|
| 448 |
+
| 0.3386 | 14850 | 0.0008 | - |
|
| 449 |
+
| 0.3397 | 14900 | 0.0007 | - |
|
| 450 |
+
| 0.3408 | 14950 | 0.0013 | - |
|
| 451 |
+
| 0.3420 | 15000 | 0.0135 | - |
|
| 452 |
+
| 0.3431 | 15050 | 0.001 | - |
|
| 453 |
+
| 0.3443 | 15100 | 0.0007 | - |
|
| 454 |
+
| 0.3454 | 15150 | 0.0008 | - |
|
| 455 |
+
| 0.3465 | 15200 | 0.0018 | - |
|
| 456 |
+
| 0.3477 | 15250 | 0.0009 | - |
|
| 457 |
+
| 0.3488 | 15300 | 0.0013 | - |
|
| 458 |
+
| 0.3500 | 15350 | 0.0018 | - |
|
| 459 |
+
| 0.3511 | 15400 | 0.0014 | - |
|
| 460 |
+
| 0.3522 | 15450 | 0.0051 | - |
|
| 461 |
+
| 0.3534 | 15500 | 0.0009 | - |
|
| 462 |
+
| 0.3545 | 15550 | 0.0007 | - |
|
| 463 |
+
| 0.3557 | 15600 | 0.0006 | - |
|
| 464 |
+
| 0.3568 | 15650 | 0.001 | - |
|
| 465 |
+
| 0.3579 | 15700 | 0.001 | - |
|
| 466 |
+
| 0.3591 | 15750 | 0.0015 | - |
|
| 467 |
+
| 0.3602 | 15800 | 0.0006 | - |
|
| 468 |
+
| 0.3614 | 15850 | 0.0005 | - |
|
| 469 |
+
| 0.3625 | 15900 | 0.0009 | - |
|
| 470 |
+
| 0.3636 | 15950 | 0.0052 | - |
|
| 471 |
+
| 0.3648 | 16000 | 0.0006 | - |
|
| 472 |
+
| 0.3659 | 16050 | 0.0013 | - |
|
| 473 |
+
| 0.3671 | 16100 | 0.001 | - |
|
| 474 |
+
| 0.3682 | 16150 | 0.0007 | - |
|
| 475 |
+
| 0.3693 | 16200 | 0.001 | - |
|
| 476 |
+
| 0.3705 | 16250 | 0.0008 | - |
|
| 477 |
+
| 0.3716 | 16300 | 0.0006 | - |
|
| 478 |
+
| 0.3728 | 16350 | 0.0026 | - |
|
| 479 |
+
| 0.3739 | 16400 | 0.0012 | - |
|
| 480 |
+
| 0.3750 | 16450 | 0.0008 | - |
|
| 481 |
+
| 0.3762 | 16500 | 0.0008 | - |
|
| 482 |
+
| 0.3773 | 16550 | 0.001 | - |
|
| 483 |
+
| 0.3785 | 16600 | 0.0289 | - |
|
| 484 |
+
| 0.3796 | 16650 | 0.0012 | - |
|
| 485 |
+
| 0.3807 | 16700 | 0.0007 | - |
|
| 486 |
+
| 0.3819 | 16750 | 0.0009 | - |
|
| 487 |
+
| 0.3830 | 16800 | 0.0006 | - |
|
| 488 |
+
| 0.3842 | 16850 | 0.0007 | - |
|
| 489 |
+
| 0.3853 | 16900 | 0.0008 | - |
|
| 490 |
+
| 0.3864 | 16950 | 0.0007 | - |
|
| 491 |
+
| 0.3876 | 17000 | 0.0011 | - |
|
| 492 |
+
| 0.3887 | 17050 | 0.0032 | - |
|
| 493 |
+
| 0.3899 | 17100 | 0.0009 | - |
|
| 494 |
+
| 0.3910 | 17150 | 0.0007 | - |
|
| 495 |
+
| 0.3921 | 17200 | 0.0008 | - |
|
| 496 |
+
| 0.3933 | 17250 | 0.0008 | - |
|
| 497 |
+
| 0.3944 | 17300 | 0.0007 | - |
|
| 498 |
+
| 0.3955 | 17350 | 0.0012 | - |
|
| 499 |
+
| 0.3967 | 17400 | 0.0044 | - |
|
| 500 |
+
| 0.3978 | 17450 | 0.0006 | - |
|
| 501 |
+
| 0.3990 | 17500 | 0.0006 | - |
|
| 502 |
+
| 0.4001 | 17550 | 0.0006 | - |
|
| 503 |
+
| 0.4012 | 17600 | 0.002 | - |
|
| 504 |
+
| 0.4024 | 17650 | 0.0007 | - |
|
| 505 |
+
| 0.4035 | 17700 | 0.0005 | - |
|
| 506 |
+
| 0.4047 | 17750 | 0.0005 | - |
|
| 507 |
+
| 0.4058 | 17800 | 0.0005 | - |
|
| 508 |
+
| 0.4069 | 17850 | 0.0013 | - |
|
| 509 |
+
| 0.4081 | 17900 | 0.0004 | - |
|
| 510 |
+
| 0.4092 | 17950 | 0.0005 | - |
|
| 511 |
+
| 0.4104 | 18000 | 0.0007 | - |
|
| 512 |
+
| 0.4115 | 18050 | 0.0007 | - |
|
| 513 |
+
| 0.4126 | 18100 | 0.0007 | - |
|
| 514 |
+
| 0.4138 | 18150 | 0.0006 | - |
|
| 515 |
+
| 0.4149 | 18200 | 0.0004 | - |
|
| 516 |
+
| 0.4161 | 18250 | 0.0005 | - |
|
| 517 |
+
| 0.4172 | 18300 | 0.0307 | - |
|
| 518 |
+
| 0.4183 | 18350 | 0.001 | - |
|
| 519 |
+
| 0.4195 | 18400 | 0.0012 | - |
|
| 520 |
+
| 0.4206 | 18450 | 0.0007 | - |
|
| 521 |
+
| 0.4218 | 18500 | 0.0007 | - |
|
| 522 |
+
| 0.4229 | 18550 | 0.001 | - |
|
| 523 |
+
| 0.4240 | 18600 | 0.0006 | - |
|
| 524 |
+
| 0.4252 | 18650 | 0.0195 | - |
|
| 525 |
+
| 0.4263 | 18700 | 0.0583 | - |
|
| 526 |
+
| 0.4275 | 18750 | 0.0005 | - |
|
| 527 |
+
| 0.4286 | 18800 | 0.0011 | - |
|
| 528 |
+
| 0.4297 | 18850 | 0.0006 | - |
|
| 529 |
+
| 0.4309 | 18900 | 0.0007 | - |
|
| 530 |
+
| 0.4320 | 18950 | 0.0005 | - |
|
| 531 |
+
| 0.4332 | 19000 | 0.0005 | - |
|
| 532 |
+
| 0.4343 | 19050 | 0.0007 | - |
|
| 533 |
+
| 0.4354 | 19100 | 0.0008 | - |
|
| 534 |
+
| 0.4366 | 19150 | 0.0006 | - |
|
| 535 |
+
| 0.4377 | 19200 | 0.0007 | - |
|
| 536 |
+
| 0.4389 | 19250 | 0.0005 | - |
|
| 537 |
+
| 0.4400 | 19300 | 0.0004 | - |
|
| 538 |
+
| 0.4411 | 19350 | 0.0005 | - |
|
| 539 |
+
| 0.4423 | 19400 | 0.0006 | - |
|
| 540 |
+
| 0.4434 | 19450 | 0.0006 | - |
|
| 541 |
+
| 0.4446 | 19500 | 0.0005 | - |
|
| 542 |
+
| 0.4457 | 19550 | 0.0006 | - |
|
| 543 |
+
| 0.4468 | 19600 | 0.0005 | - |
|
| 544 |
+
| 0.4480 | 19650 | 0.0013 | - |
|
| 545 |
+
| 0.4491 | 19700 | 0.0006 | - |
|
| 546 |
+
| 0.4503 | 19750 | 0.0006 | - |
|
| 547 |
+
| 0.4514 | 19800 | 0.0095 | - |
|
| 548 |
+
| 0.4525 | 19850 | 0.0066 | - |
|
| 549 |
+
| 0.4537 | 19900 | 0.0005 | - |
|
| 550 |
+
| 0.4548 | 19950 | 0.0008 | - |
|
| 551 |
+
| 0.4560 | 20000 | 0.0006 | - |
|
| 552 |
+
| 0.4571 | 20050 | 0.0005 | - |
|
| 553 |
+
| 0.4582 | 20100 | 0.0004 | - |
|
| 554 |
+
| 0.4594 | 20150 | 0.0151 | - |
|
| 555 |
+
| 0.4605 | 20200 | 0.0004 | - |
|
| 556 |
+
| 0.4617 | 20250 | 0.001 | - |
|
| 557 |
+
| 0.4628 | 20300 | 0.0005 | - |
|
| 558 |
+
| 0.4639 | 20350 | 0.0007 | - |
|
| 559 |
+
| 0.4651 | 20400 | 0.0239 | - |
|
| 560 |
+
| 0.4662 | 20450 | 0.0009 | - |
|
| 561 |
+
| 0.4674 | 20500 | 0.0005 | - |
|
| 562 |
+
| 0.4685 | 20550 | 0.0008 | - |
|
| 563 |
+
| 0.4696 | 20600 | 0.0005 | - |
|
| 564 |
+
| 0.4708 | 20650 | 0.0006 | - |
|
| 565 |
+
| 0.4719 | 20700 | 0.0004 | - |
|
| 566 |
+
| 0.4731 | 20750 | 0.0005 | - |
|
| 567 |
+
| 0.4742 | 20800 | 0.0049 | - |
|
| 568 |
+
| 0.4753 | 20850 | 0.0007 | - |
|
| 569 |
+
| 0.4765 | 20900 | 0.0005 | - |
|
| 570 |
+
| 0.4776 | 20950 | 0.0018 | - |
|
| 571 |
+
| 0.4788 | 21000 | 0.0006 | - |
|
| 572 |
+
| 0.4799 | 21050 | 0.0008 | - |
|
| 573 |
+
| 0.4810 | 21100 | 0.0008 | - |
|
| 574 |
+
| 0.4822 | 21150 | 0.0225 | - |
|
| 575 |
+
| 0.4833 | 21200 | 0.0011 | - |
|
| 576 |
+
| 0.4845 | 21250 | 0.0005 | - |
|
| 577 |
+
| 0.4856 | 21300 | 0.0006 | - |
|
| 578 |
+
| 0.4867 | 21350 | 0.0004 | - |
|
| 579 |
+
| 0.4879 | 21400 | 0.0008 | - |
|
| 580 |
+
| 0.4890 | 21450 | 0.001 | - |
|
| 581 |
+
| 0.4902 | 21500 | 0.0004 | - |
|
| 582 |
+
| 0.4913 | 21550 | 0.0008 | - |
|
| 583 |
+
| 0.4924 | 21600 | 0.0008 | - |
|
| 584 |
+
| 0.4936 | 21650 | 0.0006 | - |
|
| 585 |
+
| 0.4947 | 21700 | 0.0008 | - |
|
| 586 |
+
| 0.4959 | 21750 | 0.0004 | - |
|
| 587 |
+
| 0.4970 | 21800 | 0.011 | - |
|
| 588 |
+
| 0.4981 | 21850 | 0.0007 | - |
|
| 589 |
+
| 0.4993 | 21900 | 0.0004 | - |
|
| 590 |
+
| 0.5004 | 21950 | 0.031 | - |
|
| 591 |
+
| 0.5016 | 22000 | 0.0102 | - |
|
| 592 |
+
| 0.5027 | 22050 | 0.0009 | - |
|
| 593 |
+
| 0.5038 | 22100 | 0.0089 | - |
|
| 594 |
+
| 0.5050 | 22150 | 0.0007 | - |
|
| 595 |
+
| 0.5061 | 22200 | 0.0006 | - |
|
| 596 |
+
| 0.5073 | 22250 | 0.0004 | - |
|
| 597 |
+
| 0.5084 | 22300 | 0.0004 | - |
|
| 598 |
+
| 0.5095 | 22350 | 0.0007 | - |
|
| 599 |
+
| 0.5107 | 22400 | 0.0004 | - |
|
| 600 |
+
| 0.5118 | 22450 | 0.0004 | - |
|
| 601 |
+
| 0.5130 | 22500 | 0.006 | - |
|
| 602 |
+
| 0.5141 | 22550 | 0.0008 | - |
|
| 603 |
+
| 0.5152 | 22600 | 0.0007 | - |
|
| 604 |
+
| 0.5164 | 22650 | 0.0007 | - |
|
| 605 |
+
| 0.5175 | 22700 | 0.0007 | - |
|
| 606 |
+
| 0.5187 | 22750 | 0.0003 | - |
|
| 607 |
+
| 0.5198 | 22800 | 0.0005 | - |
|
| 608 |
+
| 0.5209 | 22850 | 0.0006 | - |
|
| 609 |
+
| 0.5221 | 22900 | 0.0005 | - |
|
| 610 |
+
| 0.5232 | 22950 | 0.0324 | - |
|
| 611 |
+
| 0.5244 | 23000 | 0.017 | - |
|
| 612 |
+
| 0.5255 | 23050 | 0.0126 | - |
|
| 613 |
+
| 0.5266 | 23100 | 0.0005 | - |
|
| 614 |
+
| 0.5278 | 23150 | 0.0151 | - |
|
| 615 |
+
| 0.5289 | 23200 | 0.0005 | - |
|
| 616 |
+
| 0.5301 | 23250 | 0.0003 | - |
|
| 617 |
+
| 0.5312 | 23300 | 0.0004 | - |
|
| 618 |
+
| 0.5323 | 23350 | 0.011 | - |
|
| 619 |
+
| 0.5335 | 23400 | 0.0003 | - |
|
| 620 |
+
| 0.5346 | 23450 | 0.0006 | - |
|
| 621 |
+
| 0.5358 | 23500 | 0.0006 | - |
|
| 622 |
+
| 0.5369 | 23550 | 0.0007 | - |
|
| 623 |
+
| 0.5380 | 23600 | 0.0031 | - |
|
| 624 |
+
| 0.5392 | 23650 | 0.0005 | - |
|
| 625 |
+
| 0.5403 | 23700 | 0.0003 | - |
|
| 626 |
+
| 0.5415 | 23750 | 0.0003 | - |
|
| 627 |
+
| 0.5426 | 23800 | 0.0341 | - |
|
| 628 |
+
| 0.5437 | 23850 | 0.0004 | - |
|
| 629 |
+
| 0.5449 | 23900 | 0.0008 | - |
|
| 630 |
+
| 0.5460 | 23950 | 0.0008 | - |
|
| 631 |
+
| 0.5472 | 24000 | 0.0005 | - |
|
| 632 |
+
| 0.5483 | 24050 | 0.0003 | - |
|
| 633 |
+
| 0.5494 | 24100 | 0.0006 | - |
|
| 634 |
+
| 0.5506 | 24150 | 0.0007 | - |
|
| 635 |
+
| 0.5517 | 24200 | 0.001 | - |
|
| 636 |
+
| 0.5529 | 24250 | 0.0004 | - |
|
| 637 |
+
| 0.5540 | 24300 | 0.0004 | - |
|
| 638 |
+
| 0.5551 | 24350 | 0.0005 | - |
|
| 639 |
+
| 0.5563 | 24400 | 0.0004 | - |
|
| 640 |
+
| 0.5574 | 24450 | 0.0003 | - |
|
| 641 |
+
| 0.5586 | 24500 | 0.0007 | - |
|
| 642 |
+
| 0.5597 | 24550 | 0.0004 | - |
|
| 643 |
+
| 0.5608 | 24600 | 0.0005 | - |
|
| 644 |
+
| 0.5620 | 24650 | 0.0004 | - |
|
| 645 |
+
| 0.5631 | 24700 | 0.0004 | - |
|
| 646 |
+
| 0.5643 | 24750 | 0.0005 | - |
|
| 647 |
+
| 0.5654 | 24800 | 0.0008 | - |
|
| 648 |
+
| 0.5665 | 24850 | 0.0006 | - |
|
| 649 |
+
| 0.5677 | 24900 | 0.0006 | - |
|
| 650 |
+
| 0.5688 | 24950 | 0.0003 | - |
|
| 651 |
+
| 0.5700 | 25000 | 0.0005 | - |
|
| 652 |
+
| 0.5711 | 25050 | 0.0007 | - |
|
| 653 |
+
| 0.5722 | 25100 | 0.0004 | - |
|
| 654 |
+
| 0.5734 | 25150 | 0.0004 | - |
|
| 655 |
+
| 0.5745 | 25200 | 0.0303 | - |
|
| 656 |
+
| 0.5757 | 25250 | 0.0223 | - |
|
| 657 |
+
| 0.5768 | 25300 | 0.0008 | - |
|
| 658 |
+
| 0.5779 | 25350 | 0.0254 | - |
|
| 659 |
+
| 0.5791 | 25400 | 0.0006 | - |
|
| 660 |
+
| 0.5802 | 25450 | 0.0004 | - |
|
| 661 |
+
| 0.5814 | 25500 | 0.0003 | - |
|
| 662 |
+
| 0.5825 | 25550 | 0.0007 | - |
|
| 663 |
+
| 0.5836 | 25600 | 0.0425 | - |
|
| 664 |
+
| 0.5848 | 25650 | 0.0354 | - |
|
| 665 |
+
| 0.5859 | 25700 | 0.0006 | - |
|
| 666 |
+
| 0.5871 | 25750 | 0.0146 | - |
|
| 667 |
+
| 0.5882 | 25800 | 0.0006 | - |
|
| 668 |
+
| 0.5893 | 25850 | 0.0005 | - |
|
| 669 |
+
| 0.5905 | 25900 | 0.0004 | - |
|
| 670 |
+
| 0.5916 | 25950 | 0.0004 | - |
|
| 671 |
+
| 0.5928 | 26000 | 0.0007 | - |
|
| 672 |
+
| 0.5939 | 26050 | 0.0008 | - |
|
| 673 |
+
| 0.5950 | 26100 | 0.001 | - |
|
| 674 |
+
| 0.5962 | 26150 | 0.0003 | - |
|
| 675 |
+
| 0.5973 | 26200 | 0.0006 | - |
|
| 676 |
+
| 0.5985 | 26250 | 0.0003 | - |
|
| 677 |
+
| 0.5996 | 26300 | 0.0006 | - |
|
| 678 |
+
| 0.6007 | 26350 | 0.0007 | - |
|
| 679 |
+
| 0.6019 | 26400 | 0.0007 | - |
|
| 680 |
+
| 0.6030 | 26450 | 0.0287 | - |
|
| 681 |
+
| 0.6042 | 26500 | 0.0003 | - |
|
| 682 |
+
| 0.6053 | 26550 | 0.0323 | - |
|
| 683 |
+
| 0.6064 | 26600 | 0.0007 | - |
|
| 684 |
+
| 0.6076 | 26650 | 0.0002 | - |
|
| 685 |
+
| 0.6087 | 26700 | 0.0004 | - |
|
| 686 |
+
| 0.6099 | 26750 | 0.0003 | - |
|
| 687 |
+
| 0.6110 | 26800 | 0.0041 | - |
|
| 688 |
+
| 0.6121 | 26850 | 0.0005 | - |
|
| 689 |
+
| 0.6133 | 26900 | 0.0003 | - |
|
| 690 |
+
| 0.6144 | 26950 | 0.0003 | - |
|
| 691 |
+
| 0.6156 | 27000 | 0.0003 | - |
|
| 692 |
+
| 0.6167 | 27050 | 0.0007 | - |
|
| 693 |
+
| 0.6178 | 27100 | 0.0003 | - |
|
| 694 |
+
| 0.6190 | 27150 | 0.0003 | - |
|
| 695 |
+
| 0.6201 | 27200 | 0.0008 | - |
|
| 696 |
+
| 0.6213 | 27250 | 0.0004 | - |
|
| 697 |
+
| 0.6224 | 27300 | 0.0003 | - |
|
| 698 |
+
| 0.6235 | 27350 | 0.0003 | - |
|
| 699 |
+
| 0.6247 | 27400 | 0.0007 | - |
|
| 700 |
+
| 0.6258 | 27450 | 0.0006 | - |
|
| 701 |
+
| 0.6270 | 27500 | 0.0008 | - |
|
| 702 |
+
| 0.6281 | 27550 | 0.0004 | - |
|
| 703 |
+
| 0.6292 | 27600 | 0.0004 | - |
|
| 704 |
+
| 0.6304 | 27650 | 0.0006 | - |
|
| 705 |
+
| 0.6315 | 27700 | 0.0004 | - |
|
| 706 |
+
| 0.6327 | 27750 | 0.0003 | - |
|
| 707 |
+
| 0.6338 | 27800 | 0.0008 | - |
|
| 708 |
+
| 0.6349 | 27850 | 0.0005 | - |
|
| 709 |
+
| 0.6361 | 27900 | 0.0121 | - |
|
| 710 |
+
| 0.6372 | 27950 | 0.0006 | - |
|
| 711 |
+
| 0.6384 | 28000 | 0.0004 | - |
|
| 712 |
+
| 0.6395 | 28050 | 0.001 | - |
|
| 713 |
+
| 0.6406 | 28100 | 0.0002 | - |
|
| 714 |
+
| 0.6418 | 28150 | 0.0006 | - |
|
| 715 |
+
| 0.6429 | 28200 | 0.0004 | - |
|
| 716 |
+
| 0.6441 | 28250 | 0.0005 | - |
|
| 717 |
+
| 0.6452 | 28300 | 0.0004 | - |
|
| 718 |
+
| 0.6463 | 28350 | 0.0006 | - |
|
| 719 |
+
| 0.6475 | 28400 | 0.001 | - |
|
| 720 |
+
| 0.6486 | 28450 | 0.0004 | - |
|
| 721 |
+
| 0.6498 | 28500 | 0.0337 | - |
|
| 722 |
+
| 0.6509 | 28550 | 0.0009 | - |
|
| 723 |
+
| 0.6520 | 28600 | 0.0003 | - |
|
| 724 |
+
| 0.6532 | 28650 | 0.0003 | - |
|
| 725 |
+
| 0.6543 | 28700 | 0.0005 | - |
|
| 726 |
+
| 0.6554 | 28750 | 0.0003 | - |
|
| 727 |
+
| 0.6566 | 28800 | 0.0008 | - |
|
| 728 |
+
| 0.6577 | 28850 | 0.0002 | - |
|
| 729 |
+
| 0.6589 | 28900 | 0.0038 | - |
|
| 730 |
+
| 0.6600 | 28950 | 0.0007 | - |
|
| 731 |
+
| 0.6611 | 29000 | 0.0003 | - |
|
| 732 |
+
| 0.6623 | 29050 | 0.0003 | - |
|
| 733 |
+
| 0.6634 | 29100 | 0.0003 | - |
|
| 734 |
+
| 0.6646 | 29150 | 0.0003 | - |
|
| 735 |
+
| 0.6657 | 29200 | 0.0422 | - |
|
| 736 |
+
| 0.6668 | 29250 | 0.0004 | - |
|
| 737 |
+
| 0.6680 | 29300 | 0.0002 | - |
|
| 738 |
+
| 0.6691 | 29350 | 0.0006 | - |
|
| 739 |
+
| 0.6703 | 29400 | 0.0006 | - |
|
| 740 |
+
| 0.6714 | 29450 | 0.0004 | - |
|
| 741 |
+
| 0.6725 | 29500 | 0.0004 | - |
|
| 742 |
+
| 0.6737 | 29550 | 0.0003 | - |
|
| 743 |
+
| 0.6748 | 29600 | 0.0004 | - |
|
| 744 |
+
| 0.6760 | 29650 | 0.0003 | - |
|
| 745 |
+
| 0.6771 | 29700 | 0.0008 | - |
|
| 746 |
+
| 0.6782 | 29750 | 0.0003 | - |
|
| 747 |
+
| 0.6794 | 29800 | 0.0005 | - |
|
| 748 |
+
| 0.6805 | 29850 | 0.0007 | - |
|
| 749 |
+
| 0.6817 | 29900 | 0.0004 | - |
|
| 750 |
+
| 0.6828 | 29950 | 0.0003 | - |
|
| 751 |
+
| 0.6839 | 30000 | 0.0002 | - |
|
| 752 |
+
| 0.6851 | 30050 | 0.0004 | - |
|
| 753 |
+
| 0.6862 | 30100 | 0.0005 | - |
|
| 754 |
+
| 0.6874 | 30150 | 0.0007 | - |
|
| 755 |
+
| 0.6885 | 30200 | 0.0005 | - |
|
| 756 |
+
| 0.6896 | 30250 | 0.0002 | - |
|
| 757 |
+
| 0.6908 | 30300 | 0.0004 | - |
|
| 758 |
+
| 0.6919 | 30350 | 0.0007 | - |
|
| 759 |
+
| 0.6931 | 30400 | 0.0012 | - |
|
| 760 |
+
| 0.6942 | 30450 | 0.0006 | - |
|
| 761 |
+
| 0.6953 | 30500 | 0.0006 | - |
|
| 762 |
+
| 0.6965 | 30550 | 0.0004 | - |
|
| 763 |
+
| 0.6976 | 30600 | 0.0004 | - |
|
| 764 |
+
| 0.6988 | 30650 | 0.0003 | - |
|
| 765 |
+
| 0.6999 | 30700 | 0.0005 | - |
|
| 766 |
+
| 0.7010 | 30750 | 0.0007 | - |
|
| 767 |
+
| 0.7022 | 30800 | 0.0003 | - |
|
| 768 |
+
| 0.7033 | 30850 | 0.0005 | - |
|
| 769 |
+
| 0.7045 | 30900 | 0.0003 | - |
|
| 770 |
+
| 0.7056 | 30950 | 0.0002 | - |
|
| 771 |
+
| 0.7067 | 31000 | 0.0002 | - |
|
| 772 |
+
| 0.7079 | 31050 | 0.0005 | - |
|
| 773 |
+
| 0.7090 | 31100 | 0.0003 | - |
|
| 774 |
+
| 0.7102 | 31150 | 0.0002 | - |
|
| 775 |
+
| 0.7113 | 31200 | 0.0006 | - |
|
| 776 |
+
| 0.7124 | 31250 | 0.0004 | - |
|
| 777 |
+
| 0.7136 | 31300 | 0.0003 | - |
|
| 778 |
+
| 0.7147 | 31350 | 0.0003 | - |
|
| 779 |
+
| 0.7159 | 31400 | 0.0002 | - |
|
| 780 |
+
| 0.7170 | 31450 | 0.0003 | - |
|
| 781 |
+
| 0.7181 | 31500 | 0.0002 | - |
|
| 782 |
+
| 0.7193 | 31550 | 0.0004 | - |
|
| 783 |
+
| 0.7204 | 31600 | 0.0006 | - |
|
| 784 |
+
| 0.7216 | 31650 | 0.0007 | - |
|
| 785 |
+
| 0.7227 | 31700 | 0.0004 | - |
|
| 786 |
+
| 0.7238 | 31750 | 0.0003 | - |
|
| 787 |
+
| 0.7250 | 31800 | 0.0002 | - |
|
| 788 |
+
| 0.7261 | 31850 | 0.0004 | - |
|
| 789 |
+
| 0.7273 | 31900 | 0.0006 | - |
|
| 790 |
+
| 0.7284 | 31950 | 0.0004 | - |
|
| 791 |
+
| 0.7295 | 32000 | 0.0005 | - |
|
| 792 |
+
| 0.7307 | 32050 | 0.0011 | - |
|
| 793 |
+
| 0.7318 | 32100 | 0.0003 | - |
|
| 794 |
+
| 0.7330 | 32150 | 0.0004 | - |
|
| 795 |
+
| 0.7341 | 32200 | 0.0551 | - |
|
| 796 |
+
| 0.7352 | 32250 | 0.0006 | - |
|
| 797 |
+
| 0.7364 | 32300 | 0.0004 | - |
|
| 798 |
+
| 0.7375 | 32350 | 0.0005 | - |
|
| 799 |
+
| 0.7387 | 32400 | 0.0004 | - |
|
| 800 |
+
| 0.7398 | 32450 | 0.0007 | - |
|
| 801 |
+
| 0.7409 | 32500 | 0.0003 | - |
|
| 802 |
+
| 0.7421 | 32550 | 0.0007 | - |
|
| 803 |
+
| 0.7432 | 32600 | 0.0003 | - |
|
| 804 |
+
| 0.7444 | 32650 | 0.0007 | - |
|
| 805 |
+
| 0.7455 | 32700 | 0.0006 | - |
|
| 806 |
+
| 0.7466 | 32750 | 0.0006 | - |
|
| 807 |
+
| 0.7478 | 32800 | 0.0003 | - |
|
| 808 |
+
| 0.7489 | 32850 | 0.0005 | - |
|
| 809 |
+
| 0.7501 | 32900 | 0.0004 | - |
|
| 810 |
+
| 0.7512 | 32950 | 0.0007 | - |
|
| 811 |
+
| 0.7523 | 33000 | 0.0002 | - |
|
| 812 |
+
| 0.7535 | 33050 | 0.0008 | - |
|
| 813 |
+
| 0.7546 | 33100 | 0.0004 | - |
|
| 814 |
+
| 0.7558 | 33150 | 0.0002 | - |
|
| 815 |
+
| 0.7569 | 33200 | 0.0006 | - |
|
| 816 |
+
| 0.7580 | 33250 | 0.0046 | - |
|
| 817 |
+
| 0.7592 | 33300 | 0.0005 | - |
|
| 818 |
+
| 0.7603 | 33350 | 0.0003 | - |
|
| 819 |
+
| 0.7615 | 33400 | 0.0125 | - |
|
| 820 |
+
| 0.7626 | 33450 | 0.0006 | - |
|
| 821 |
+
| 0.7637 | 33500 | 0.0063 | - |
|
| 822 |
+
| 0.7649 | 33550 | 0.0008 | - |
|
| 823 |
+
| 0.7660 | 33600 | 0.0004 | - |
|
| 824 |
+
| 0.7672 | 33650 | 0.0037 | - |
|
| 825 |
+
| 0.7683 | 33700 | 0.0005 | - |
|
| 826 |
+
| 0.7694 | 33750 | 0.0006 | - |
|
| 827 |
+
| 0.7706 | 33800 | 0.0006 | - |
|
| 828 |
+
| 0.7717 | 33850 | 0.012 | - |
|
| 829 |
+
| 0.7729 | 33900 | 0.0005 | - |
|
| 830 |
+
| 0.7740 | 33950 | 0.0005 | - |
|
| 831 |
+
| 0.7751 | 34000 | 0.0005 | - |
|
| 832 |
+
| 0.7763 | 34050 | 0.0003 | - |
|
| 833 |
+
| 0.7774 | 34100 | 0.0004 | - |
|
| 834 |
+
| 0.7786 | 34150 | 0.0003 | - |
|
| 835 |
+
| 0.7797 | 34200 | 0.0003 | - |
|
| 836 |
+
| 0.7808 | 34250 | 0.0088 | - |
|
| 837 |
+
| 0.7820 | 34300 | 0.0004 | - |
|
| 838 |
+
| 0.7831 | 34350 | 0.0002 | - |
|
| 839 |
+
| 0.7843 | 34400 | 0.0004 | - |
|
| 840 |
+
| 0.7854 | 34450 | 0.0082 | - |
|
| 841 |
+
| 0.7865 | 34500 | 0.0005 | - |
|
| 842 |
+
| 0.7877 | 34550 | 0.0005 | - |
|
| 843 |
+
| 0.7888 | 34600 | 0.0004 | - |
|
| 844 |
+
| 0.7900 | 34650 | 0.0003 | - |
|
| 845 |
+
| 0.7911 | 34700 | 0.0006 | - |
|
| 846 |
+
| 0.7922 | 34750 | 0.0006 | - |
|
| 847 |
+
| 0.7934 | 34800 | 0.0002 | - |
|
| 848 |
+
| 0.7945 | 34850 | 0.0003 | - |
|
| 849 |
+
| 0.7957 | 34900 | 0.0005 | - |
|
| 850 |
+
| 0.7968 | 34950 | 0.0003 | - |
|
| 851 |
+
| 0.7979 | 35000 | 0.0004 | - |
|
| 852 |
+
| 0.7991 | 35050 | 0.0003 | - |
|
| 853 |
+
| 0.8002 | 35100 | 0.0002 | - |
|
| 854 |
+
| 0.8014 | 35150 | 0.0094 | - |
|
| 855 |
+
| 0.8025 | 35200 | 0.0004 | - |
|
| 856 |
+
| 0.8036 | 35250 | 0.0004 | - |
|
| 857 |
+
| 0.8048 | 35300 | 0.0245 | - |
|
| 858 |
+
| 0.8059 | 35350 | 0.0006 | - |
|
| 859 |
+
| 0.8071 | 35400 | 0.0004 | - |
|
| 860 |
+
| 0.8082 | 35450 | 0.0004 | - |
|
| 861 |
+
| 0.8093 | 35500 | 0.0003 | - |
|
| 862 |
+
| 0.8105 | 35550 | 0.0007 | - |
|
| 863 |
+
| 0.8116 | 35600 | 0.0266 | - |
|
| 864 |
+
| 0.8128 | 35650 | 0.0005 | - |
|
| 865 |
+
| 0.8139 | 35700 | 0.0003 | - |
|
| 866 |
+
| 0.8150 | 35750 | 0.0092 | - |
|
| 867 |
+
| 0.8162 | 35800 | 0.0004 | - |
|
| 868 |
+
| 0.8173 | 35850 | 0.0002 | - |
|
| 869 |
+
| 0.8185 | 35900 | 0.0004 | - |
|
| 870 |
+
| 0.8196 | 35950 | 0.0003 | - |
|
| 871 |
+
| 0.8207 | 36000 | 0.0002 | - |
|
| 872 |
+
| 0.8219 | 36050 | 0.0003 | - |
|
| 873 |
+
| 0.8230 | 36100 | 0.0002 | - |
|
| 874 |
+
| 0.8242 | 36150 | 0.0006 | - |
|
| 875 |
+
| 0.8253 | 36200 | 0.0003 | - |
|
| 876 |
+
| 0.8264 | 36250 | 0.0002 | - |
|
| 877 |
+
| 0.8276 | 36300 | 0.0002 | - |
|
| 878 |
+
| 0.8287 | 36350 | 0.0002 | - |
|
| 879 |
+
| 0.8299 | 36400 | 0.0002 | - |
|
| 880 |
+
| 0.8310 | 36450 | 0.0004 | - |
|
| 881 |
+
| 0.8321 | 36500 | 0.001 | - |
|
| 882 |
+
| 0.8333 | 36550 | 0.0134 | - |
|
| 883 |
+
| 0.8344 | 36600 | 0.0007 | - |
|
| 884 |
+
| 0.8356 | 36650 | 0.0005 | - |
|
| 885 |
+
| 0.8367 | 36700 | 0.0004 | - |
|
| 886 |
+
| 0.8378 | 36750 | 0.0003 | - |
|
| 887 |
+
| 0.8390 | 36800 | 0.007 | - |
|
| 888 |
+
| 0.8401 | 36850 | 0.0002 | - |
|
| 889 |
+
| 0.8413 | 36900 | 0.0005 | - |
|
| 890 |
+
| 0.8424 | 36950 | 0.0002 | - |
|
| 891 |
+
| 0.8435 | 37000 | 0.0002 | - |
|
| 892 |
+
| 0.8447 | 37050 | 0.0003 | - |
|
| 893 |
+
| 0.8458 | 37100 | 0.0002 | - |
|
| 894 |
+
| 0.8470 | 37150 | 0.003 | - |
|
| 895 |
+
| 0.8481 | 37200 | 0.0003 | - |
|
| 896 |
+
| 0.8492 | 37250 | 0.0002 | - |
|
| 897 |
+
| 0.8504 | 37300 | 0.0011 | - |
|
| 898 |
+
| 0.8515 | 37350 | 0.0015 | - |
|
| 899 |
+
| 0.8527 | 37400 | 0.0002 | - |
|
| 900 |
+
| 0.8538 | 37450 | 0.0004 | - |
|
| 901 |
+
| 0.8549 | 37500 | 0.0005 | - |
|
| 902 |
+
| 0.8561 | 37550 | 0.0004 | - |
|
| 903 |
+
| 0.8572 | 37600 | 0.0085 | - |
|
| 904 |
+
| 0.8584 | 37650 | 0.0002 | - |
|
| 905 |
+
| 0.8595 | 37700 | 0.0003 | - |
|
| 906 |
+
| 0.8606 | 37750 | 0.0002 | - |
|
| 907 |
+
| 0.8618 | 37800 | 0.0002 | - |
|
| 908 |
+
| 0.8629 | 37850 | 0.0042 | - |
|
| 909 |
+
| 0.8641 | 37900 | 0.0006 | - |
|
| 910 |
+
| 0.8652 | 37950 | 0.0133 | - |
|
| 911 |
+
| 0.8663 | 38000 | 0.0003 | - |
|
| 912 |
+
| 0.8675 | 38050 | 0.0003 | - |
|
| 913 |
+
| 0.8686 | 38100 | 0.0003 | - |
|
| 914 |
+
| 0.8698 | 38150 | 0.0002 | - |
|
| 915 |
+
| 0.8709 | 38200 | 0.0359 | - |
|
| 916 |
+
| 0.8720 | 38250 | 0.001 | - |
|
| 917 |
+
| 0.8732 | 38300 | 0.0004 | - |
|
| 918 |
+
| 0.8743 | 38350 | 0.0002 | - |
|
| 919 |
+
| 0.8755 | 38400 | 0.0004 | - |
|
| 920 |
+
| 0.8766 | 38450 | 0.0005 | - |
|
| 921 |
+
| 0.8777 | 38500 | 0.0005 | - |
|
| 922 |
+
| 0.8789 | 38550 | 0.0003 | - |
|
| 923 |
+
| 0.8800 | 38600 | 0.0078 | - |
|
| 924 |
+
| 0.8812 | 38650 | 0.0002 | - |
|
| 925 |
+
| 0.8823 | 38700 | 0.0006 | - |
|
| 926 |
+
| 0.8834 | 38750 | 0.0002 | - |
|
| 927 |
+
| 0.8846 | 38800 | 0.0005 | - |
|
| 928 |
+
| 0.8857 | 38850 | 0.0355 | - |
|
| 929 |
+
| 0.8869 | 38900 | 0.0006 | - |
|
| 930 |
+
| 0.8880 | 38950 | 0.0003 | - |
|
| 931 |
+
| 0.8891 | 39000 | 0.0003 | - |
|
| 932 |
+
| 0.8903 | 39050 | 0.0002 | - |
|
| 933 |
+
| 0.8914 | 39100 | 0.0004 | - |
|
| 934 |
+
| 0.8926 | 39150 | 0.0002 | - |
|
| 935 |
+
| 0.8937 | 39200 | 0.0011 | - |
|
| 936 |
+
| 0.8948 | 39250 | 0.0003 | - |
|
| 937 |
+
| 0.8960 | 39300 | 0.0305 | - |
|
| 938 |
+
| 0.8971 | 39350 | 0.0002 | - |
|
| 939 |
+
| 0.8983 | 39400 | 0.0069 | - |
|
| 940 |
+
| 0.8994 | 39450 | 0.0002 | - |
|
| 941 |
+
| 0.9005 | 39500 | 0.0004 | - |
|
| 942 |
+
| 0.9017 | 39550 | 0.0003 | - |
|
| 943 |
+
| 0.9028 | 39600 | 0.0002 | - |
|
| 944 |
+
| 0.9040 | 39650 | 0.0002 | - |
|
| 945 |
+
| 0.9051 | 39700 | 0.0007 | - |
|
| 946 |
+
| 0.9062 | 39750 | 0.0002 | - |
|
| 947 |
+
| 0.9074 | 39800 | 0.0004 | - |
|
| 948 |
+
| 0.9085 | 39850 | 0.0008 | - |
|
| 949 |
+
| 0.9097 | 39900 | 0.0002 | - |
|
| 950 |
+
| 0.9108 | 39950 | 0.0004 | - |
|
| 951 |
+
| 0.9119 | 40000 | 0.0156 | - |
|
| 952 |
+
| 0.9131 | 40050 | 0.0007 | - |
|
| 953 |
+
| 0.9142 | 40100 | 0.0003 | - |
|
| 954 |
+
| 0.9154 | 40150 | 0.0006 | - |
|
| 955 |
+
| 0.9165 | 40200 | 0.0074 | - |
|
| 956 |
+
| 0.9176 | 40250 | 0.0075 | - |
|
| 957 |
+
| 0.9188 | 40300 | 0.0002 | - |
|
| 958 |
+
| 0.9199 | 40350 | 0.0006 | - |
|
| 959 |
+
| 0.9210 | 40400 | 0.0004 | - |
|
| 960 |
+
| 0.9222 | 40450 | 0.0004 | - |
|
| 961 |
+
| 0.9233 | 40500 | 0.0002 | - |
|
| 962 |
+
| 0.9245 | 40550 | 0.0008 | - |
|
| 963 |
+
| 0.9256 | 40600 | 0.0002 | - |
|
| 964 |
+
| 0.9267 | 40650 | 0.0003 | - |
|
| 965 |
+
| 0.9279 | 40700 | 0.0005 | - |
|
| 966 |
+
| 0.9290 | 40750 | 0.0104 | - |
|
| 967 |
+
| 0.9302 | 40800 | 0.0002 | - |
|
| 968 |
+
| 0.9313 | 40850 | 0.0003 | - |
|
| 969 |
+
| 0.9324 | 40900 | 0.0005 | - |
|
| 970 |
+
| 0.9336 | 40950 | 0.0003 | - |
|
| 971 |
+
| 0.9347 | 41000 | 0.0002 | - |
|
| 972 |
+
| 0.9359 | 41050 | 0.0002 | - |
|
| 973 |
+
| 0.9370 | 41100 | 0.0004 | - |
|
| 974 |
+
| 0.9381 | 41150 | 0.0285 | - |
|
| 975 |
+
| 0.9393 | 41200 | 0.0067 | - |
|
| 976 |
+
| 0.9404 | 41250 | 0.0004 | - |
|
| 977 |
+
| 0.9416 | 41300 | 0.0004 | - |
|
| 978 |
+
| 0.9427 | 41350 | 0.0002 | - |
|
| 979 |
+
| 0.9438 | 41400 | 0.0006 | - |
|
| 980 |
+
| 0.9450 | 41450 | 0.0003 | - |
|
| 981 |
+
| 0.9461 | 41500 | 0.0008 | - |
|
| 982 |
+
| 0.9473 | 41550 | 0.0004 | - |
|
| 983 |
+
| 0.9484 | 41600 | 0.0003 | - |
|
| 984 |
+
| 0.9495 | 41650 | 0.0005 | - |
|
| 985 |
+
| 0.9507 | 41700 | 0.0005 | - |
|
| 986 |
+
| 0.9518 | 41750 | 0.0002 | - |
|
| 987 |
+
| 0.9530 | 41800 | 0.0004 | - |
|
| 988 |
+
| 0.9541 | 41850 | 0.0003 | - |
|
| 989 |
+
| 0.9552 | 41900 | 0.0006 | - |
|
| 990 |
+
| 0.9564 | 41950 | 0.0006 | - |
|
| 991 |
+
| 0.9575 | 42000 | 0.0002 | - |
|
| 992 |
+
| 0.9587 | 42050 | 0.0002 | - |
|
| 993 |
+
| 0.9598 | 42100 | 0.0002 | - |
|
| 994 |
+
| 0.9609 | 42150 | 0.0068 | - |
|
| 995 |
+
| 0.9621 | 42200 | 0.007 | - |
|
| 996 |
+
| 0.9632 | 42250 | 0.0265 | - |
|
| 997 |
+
| 0.9644 | 42300 | 0.0004 | - |
|
| 998 |
+
| 0.9655 | 42350 | 0.0002 | - |
|
| 999 |
+
| 0.9666 | 42400 | 0.0005 | - |
|
| 1000 |
+
| 0.9678 | 42450 | 0.0004 | - |
|
| 1001 |
+
| 0.9689 | 42500 | 0.0063 | - |
|
| 1002 |
+
| 0.9701 | 42550 | 0.0004 | - |
|
| 1003 |
+
| 0.9712 | 42600 | 0.0002 | - |
|
| 1004 |
+
| 0.9723 | 42650 | 0.0002 | - |
|
| 1005 |
+
| 0.9735 | 42700 | 0.0003 | - |
|
| 1006 |
+
| 0.9746 | 42750 | 0.0007 | - |
|
| 1007 |
+
| 0.9758 | 42800 | 0.0004 | - |
|
| 1008 |
+
| 0.9769 | 42850 | 0.0082 | - |
|
| 1009 |
+
| 0.9780 | 42900 | 0.0004 | - |
|
| 1010 |
+
| 0.9792 | 42950 | 0.031 | - |
|
| 1011 |
+
| 0.9803 | 43000 | 0.0004 | - |
|
| 1012 |
+
| 0.9815 | 43050 | 0.0047 | - |
|
| 1013 |
+
| 0.9826 | 43100 | 0.0003 | - |
|
| 1014 |
+
| 0.9837 | 43150 | 0.0003 | - |
|
| 1015 |
+
| 0.9849 | 43200 | 0.0005 | - |
|
| 1016 |
+
| 0.9860 | 43250 | 0.0003 | - |
|
| 1017 |
+
| 0.9872 | 43300 | 0.0002 | - |
|
| 1018 |
+
| 0.9883 | 43350 | 0.0005 | - |
|
| 1019 |
+
| 0.9894 | 43400 | 0.0003 | - |
|
| 1020 |
+
| 0.9906 | 43450 | 0.0007 | - |
|
| 1021 |
+
| 0.9917 | 43500 | 0.0003 | - |
|
| 1022 |
+
| 0.9929 | 43550 | 0.0003 | - |
|
| 1023 |
+
| 0.9940 | 43600 | 0.0006 | - |
|
| 1024 |
+
| 0.9951 | 43650 | 0.001 | - |
|
| 1025 |
+
| 0.9963 | 43700 | 0.0006 | - |
|
| 1026 |
+
| 0.9974 | 43750 | 0.0002 | - |
|
| 1027 |
+
| 0.9986 | 43800 | 0.0003 | - |
|
| 1028 |
+
| 0.9997 | 43850 | 0.0005 | - |
|
| 1029 |
|
| 1030 |
### Framework Versions
|
| 1031 |
- Python: 3.10.13
|
| 1032 |
- SetFit: 1.0.3
|
| 1033 |
+
- Sentence Transformers: 2.7.0
|
| 1034 |
- spaCy: 3.7.2
|
| 1035 |
- Transformers: 4.39.3
|
| 1036 |
- PyTorch: 2.1.2
|
config_sentence_transformers.json
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
{
|
| 2 |
"__version__": {
|
| 3 |
-
"sentence_transformers": "2.
|
| 4 |
"transformers": "4.39.3",
|
| 5 |
"pytorch": "2.1.2"
|
| 6 |
},
|
|
|
|
| 1 |
{
|
| 2 |
"__version__": {
|
| 3 |
+
"sentence_transformers": "2.7.0",
|
| 4 |
"transformers": "4.39.3",
|
| 5 |
"pytorch": "2.1.2"
|
| 6 |
},
|
config_setfit.json
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
{
|
| 2 |
-
"spacy_model": "
|
| 3 |
-
"span_context": 0,
|
| 4 |
"labels": [
|
| 5 |
"no aspect",
|
| 6 |
"aspect"
|
| 7 |
],
|
| 8 |
-
"normalize_embeddings": false
|
|
|
|
| 9 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"spacy_model": "ru_core_news_lg",
|
|
|
|
| 3 |
"labels": [
|
| 4 |
"no aspect",
|
| 5 |
"aspect"
|
| 6 |
],
|
| 7 |
+
"normalize_embeddings": false,
|
| 8 |
+
"span_context": 0
|
| 9 |
}
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 116781184
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:78640fdaab0e938953457a63d269246938fdbba977f011a5e75c4e8069a41e62
|
| 3 |
size 116781184
|
model_head.pkl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 3343
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ede0f1928198e2607ef2a65406c6564ef0999e18cf267309219acabe79a7f20e
|
| 3 |
size 3343
|