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---
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
- generated_from_trainer
model-index:
- name: arabert_augWithOrig_disEquV3_k30_organization_task3_fold1
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# arabert_augWithOrig_disEquV3_k30_organization_task3_fold1
This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.8496
- Qwk: 0.0797
- Mse: 0.8496
- Rmse: 0.9217
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
### Training results
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
| No log | 0.0163 | 2 | 3.2791 | 0.0 | 3.2791 | 1.8108 |
| No log | 0.0325 | 4 | 1.9662 | 0.0 | 1.9662 | 1.4022 |
| No log | 0.0488 | 6 | 1.4797 | -0.1631 | 1.4797 | 1.2164 |
| No log | 0.0650 | 8 | 1.3390 | -0.0223 | 1.3390 | 1.1571 |
| No log | 0.0813 | 10 | 1.3710 | -0.0223 | 1.3710 | 1.1709 |
| No log | 0.0976 | 12 | 1.6392 | 0.0571 | 1.6392 | 1.2803 |
| No log | 0.1138 | 14 | 1.4906 | 0.0142 | 1.4906 | 1.2209 |
| No log | 0.1301 | 16 | 1.2516 | -0.1159 | 1.2516 | 1.1187 |
| No log | 0.1463 | 18 | 1.0628 | 0.0 | 1.0628 | 1.0309 |
| No log | 0.1626 | 20 | 1.0199 | 0.0 | 1.0199 | 1.0099 |
| No log | 0.1789 | 22 | 1.3349 | -0.0168 | 1.3349 | 1.1554 |
| No log | 0.1951 | 24 | 2.1249 | 0.0 | 2.1249 | 1.4577 |
| No log | 0.2114 | 26 | 2.0636 | 0.0 | 2.0636 | 1.4365 |
| No log | 0.2276 | 28 | 1.6353 | -0.0412 | 1.6353 | 1.2788 |
| No log | 0.2439 | 30 | 1.3220 | -0.0097 | 1.3220 | 1.1498 |
| No log | 0.2602 | 32 | 1.3780 | -0.0267 | 1.3780 | 1.1739 |
| No log | 0.2764 | 34 | 1.9207 | 0.0571 | 1.9207 | 1.3859 |
| No log | 0.2927 | 36 | 2.1091 | 0.0 | 2.1091 | 1.4523 |
| No log | 0.3089 | 38 | 1.4535 | -0.0377 | 1.4535 | 1.2056 |
| No log | 0.3252 | 40 | 1.1100 | 0.0 | 1.1100 | 1.0536 |
| No log | 0.3415 | 42 | 1.0841 | 0.0 | 1.0841 | 1.0412 |
| No log | 0.3577 | 44 | 1.2324 | 0.0 | 1.2324 | 1.1101 |
| No log | 0.3740 | 46 | 1.4477 | -0.0302 | 1.4477 | 1.2032 |
| No log | 0.3902 | 48 | 1.5020 | -0.0377 | 1.5020 | 1.2256 |
| No log | 0.4065 | 50 | 1.5894 | 0.0 | 1.5894 | 1.2607 |
| No log | 0.4228 | 52 | 1.5539 | -0.0864 | 1.5539 | 1.2466 |
| No log | 0.4390 | 54 | 1.5741 | -0.0864 | 1.5741 | 1.2546 |
| No log | 0.4553 | 56 | 1.5866 | -0.0864 | 1.5866 | 1.2596 |
| No log | 0.4715 | 58 | 1.4824 | -0.0939 | 1.4824 | 1.2175 |
| No log | 0.4878 | 60 | 1.2805 | 0.0 | 1.2805 | 1.1316 |
| No log | 0.5041 | 62 | 1.0753 | 0.0 | 1.0753 | 1.0370 |
| No log | 0.5203 | 64 | 0.9730 | 0.0 | 0.9730 | 0.9864 |
| No log | 0.5366 | 66 | 0.9953 | 0.0 | 0.9953 | 0.9977 |
| No log | 0.5528 | 68 | 1.0146 | 0.0 | 1.0146 | 1.0073 |
| No log | 0.5691 | 70 | 1.1235 | 0.0 | 1.1235 | 1.0600 |
| No log | 0.5854 | 72 | 1.2709 | 0.0 | 1.2709 | 1.1273 |
| No log | 0.6016 | 74 | 1.3911 | -0.0168 | 1.3911 | 1.1794 |
| No log | 0.6179 | 76 | 1.4900 | 0.0884 | 1.4900 | 1.2206 |
| No log | 0.6341 | 78 | 1.4642 | 0.1027 | 1.4642 | 1.2100 |
| No log | 0.6504 | 80 | 1.4804 | 0.0571 | 1.4804 | 1.2167 |
| No log | 0.6667 | 82 | 1.5155 | 0.0 | 1.5155 | 1.2311 |
| No log | 0.6829 | 84 | 1.5649 | 0.0 | 1.5649 | 1.2510 |
| No log | 0.6992 | 86 | 1.4901 | 0.1055 | 1.4901 | 1.2207 |
| No log | 0.7154 | 88 | 1.3322 | 0.0 | 1.3322 | 1.1542 |
| No log | 0.7317 | 90 | 1.1940 | 0.0 | 1.1940 | 1.0927 |
| No log | 0.7480 | 92 | 1.1290 | 0.0 | 1.1290 | 1.0625 |
| No log | 0.7642 | 94 | 1.1306 | 0.0 | 1.1306 | 1.0633 |
| No log | 0.7805 | 96 | 1.1597 | 0.0 | 1.1597 | 1.0769 |
| No log | 0.7967 | 98 | 1.1888 | 0.0 | 1.1888 | 1.0903 |
| No log | 0.8130 | 100 | 1.2452 | 0.0 | 1.2452 | 1.1159 |
| No log | 0.8293 | 102 | 1.3192 | 0.0 | 1.3192 | 1.1486 |
| No log | 0.8455 | 104 | 1.2568 | 0.0 | 1.2568 | 1.1211 |
| No log | 0.8618 | 106 | 1.0905 | 0.0 | 1.0905 | 1.0443 |
| No log | 0.8780 | 108 | 1.0732 | 0.0 | 1.0732 | 1.0360 |
| No log | 0.8943 | 110 | 1.0147 | 0.0 | 1.0147 | 1.0073 |
| No log | 0.9106 | 112 | 1.1074 | 0.0 | 1.1074 | 1.0524 |
| No log | 0.9268 | 114 | 1.2049 | 0.0 | 1.2049 | 1.0977 |
| No log | 0.9431 | 116 | 1.3377 | 0.0 | 1.3377 | 1.1566 |
| No log | 0.9593 | 118 | 1.5350 | 0.0 | 1.5350 | 1.2389 |
| No log | 0.9756 | 120 | 1.7306 | 0.0 | 1.7306 | 1.3155 |
| No log | 0.9919 | 122 | 1.7187 | 0.0 | 1.7187 | 1.3110 |
| No log | 1.0081 | 124 | 1.7421 | 0.0 | 1.7421 | 1.3199 |
| No log | 1.0244 | 126 | 1.7522 | 0.0 | 1.7522 | 1.3237 |
| No log | 1.0407 | 128 | 1.6019 | 0.0 | 1.6019 | 1.2657 |
| No log | 1.0569 | 130 | 1.3140 | 0.0966 | 1.3140 | 1.1463 |
| No log | 1.0732 | 132 | 1.0210 | 0.0 | 1.0210 | 1.0104 |
| No log | 1.0894 | 134 | 0.9823 | 0.0 | 0.9823 | 0.9911 |
| No log | 1.1057 | 136 | 0.8741 | 0.0 | 0.8741 | 0.9349 |
| No log | 1.1220 | 138 | 0.8900 | 0.0 | 0.8900 | 0.9434 |
| No log | 1.1382 | 140 | 1.0604 | 0.0 | 1.0604 | 1.0297 |
| No log | 1.1545 | 142 | 1.1775 | 0.0 | 1.1775 | 1.0851 |
| No log | 1.1707 | 144 | 1.3342 | 0.0 | 1.3342 | 1.1551 |
| No log | 1.1870 | 146 | 1.3753 | 0.0966 | 1.3753 | 1.1728 |
| No log | 1.2033 | 148 | 1.3537 | 0.0 | 1.3537 | 1.1635 |
| No log | 1.2195 | 150 | 1.3558 | 0.0756 | 1.3558 | 1.1644 |
| No log | 1.2358 | 152 | 1.3322 | -0.0097 | 1.3322 | 1.1542 |
| No log | 1.2520 | 154 | 1.2397 | 0.0 | 1.2397 | 1.1134 |
| No log | 1.2683 | 156 | 1.2121 | 0.0 | 1.2121 | 1.1009 |
| No log | 1.2846 | 158 | 1.2234 | 0.0 | 1.2234 | 1.1061 |
| No log | 1.3008 | 160 | 1.2025 | 0.0 | 1.2025 | 1.0966 |
| No log | 1.3171 | 162 | 1.1892 | 0.0 | 1.1892 | 1.0905 |
| No log | 1.3333 | 164 | 1.2030 | 0.0 | 1.2030 | 1.0968 |
| No log | 1.3496 | 166 | 1.2630 | 0.0 | 1.2630 | 1.1238 |
| No log | 1.3659 | 168 | 1.3139 | -0.0097 | 1.3139 | 1.1463 |
| No log | 1.3821 | 170 | 1.3882 | 0.12 | 1.3882 | 1.1782 |
| No log | 1.3984 | 172 | 1.3947 | 0.1692 | 1.3947 | 1.1810 |
| No log | 1.4146 | 174 | 1.3473 | 0.1692 | 1.3473 | 1.1607 |
| No log | 1.4309 | 176 | 1.2111 | 0.0 | 1.2111 | 1.1005 |
| No log | 1.4472 | 178 | 1.4062 | 0.0756 | 1.4062 | 1.1858 |
| No log | 1.4634 | 180 | 1.5178 | 0.0041 | 1.5178 | 1.2320 |
| No log | 1.4797 | 182 | 1.6025 | 0.0041 | 1.6025 | 1.2659 |
| No log | 1.4959 | 184 | 1.7726 | 0.0 | 1.7726 | 1.3314 |
| No log | 1.5122 | 186 | 2.1385 | 0.0 | 2.1385 | 1.4623 |
| No log | 1.5285 | 188 | 2.1366 | 0.0 | 2.1366 | 1.4617 |
| No log | 1.5447 | 190 | 1.8575 | 0.0 | 1.8575 | 1.3629 |
| No log | 1.5610 | 192 | 1.6702 | 0.0 | 1.6702 | 1.2924 |
| No log | 1.5772 | 194 | 1.6553 | 0.0 | 1.6553 | 1.2866 |
| No log | 1.5935 | 196 | 1.5606 | 0.0 | 1.5606 | 1.2492 |
| No log | 1.6098 | 198 | 1.6530 | 0.0 | 1.6530 | 1.2857 |
| No log | 1.6260 | 200 | 1.6299 | 0.0 | 1.6299 | 1.2767 |
| No log | 1.6423 | 202 | 1.4754 | 0.1179 | 1.4754 | 1.2146 |
| No log | 1.6585 | 204 | 1.3724 | 0.1492 | 1.3724 | 1.1715 |
| No log | 1.6748 | 206 | 1.3251 | 0.1692 | 1.3251 | 1.1511 |
| No log | 1.6911 | 208 | 1.0946 | 0.0 | 1.0946 | 1.0462 |
| No log | 1.7073 | 210 | 0.8443 | 0.0 | 0.8443 | 0.9189 |
| No log | 1.7236 | 212 | 0.7680 | 0.0 | 0.7680 | 0.8764 |
| No log | 1.7398 | 214 | 0.7889 | 0.0 | 0.7889 | 0.8882 |
| No log | 1.7561 | 216 | 0.8805 | 0.0 | 0.8805 | 0.9384 |
| No log | 1.7724 | 218 | 1.0697 | 0.0 | 1.0697 | 1.0343 |
| No log | 1.7886 | 220 | 1.3448 | 0.0756 | 1.3448 | 1.1597 |
| No log | 1.8049 | 222 | 1.5015 | 0.0571 | 1.5015 | 1.2253 |
| No log | 1.8211 | 224 | 1.5082 | 0.0571 | 1.5082 | 1.2281 |
| No log | 1.8374 | 226 | 1.3934 | 0.0595 | 1.3934 | 1.1804 |
| No log | 1.8537 | 228 | 1.3380 | -0.0097 | 1.3380 | 1.1567 |
| No log | 1.8699 | 230 | 1.4133 | 0.0363 | 1.4133 | 1.1888 |
| No log | 1.8862 | 232 | 1.6378 | 0.0 | 1.6378 | 1.2798 |
| No log | 1.9024 | 234 | 1.8881 | 0.0 | 1.8881 | 1.3741 |
| No log | 1.9187 | 236 | 2.0405 | 0.0 | 2.0405 | 1.4285 |
| No log | 1.9350 | 238 | 1.9710 | 0.0 | 1.9710 | 1.4039 |
| No log | 1.9512 | 240 | 1.7249 | 0.0041 | 1.7249 | 1.3133 |
| No log | 1.9675 | 242 | 1.7229 | 0.0041 | 1.7229 | 1.3126 |
| No log | 1.9837 | 244 | 1.5763 | 0.0041 | 1.5763 | 1.2555 |
| No log | 2.0 | 246 | 1.3426 | 0.0467 | 1.3426 | 1.1587 |
| No log | 2.0163 | 248 | 1.2212 | 0.0 | 1.2212 | 1.1051 |
| No log | 2.0325 | 250 | 1.0933 | 0.0 | 1.0933 | 1.0456 |
| No log | 2.0488 | 252 | 1.0904 | 0.0 | 1.0904 | 1.0442 |
| No log | 2.0650 | 254 | 1.0894 | 0.0 | 1.0894 | 1.0438 |
| No log | 2.0813 | 256 | 1.2432 | -0.0097 | 1.2432 | 1.1150 |
| No log | 2.0976 | 258 | 1.3288 | 0.0467 | 1.3288 | 1.1527 |
| No log | 2.1138 | 260 | 1.4518 | 0.1323 | 1.4518 | 1.2049 |
| No log | 2.1301 | 262 | 1.5330 | 0.0571 | 1.5330 | 1.2381 |
| No log | 2.1463 | 264 | 1.4087 | 0.0363 | 1.4087 | 1.1869 |
| No log | 2.1626 | 266 | 1.4231 | 0.0204 | 1.4231 | 1.1930 |
| No log | 2.1789 | 268 | 1.4664 | 0.0204 | 1.4664 | 1.2110 |
| No log | 2.1951 | 270 | 1.4719 | 0.0204 | 1.4719 | 1.2132 |
| No log | 2.2114 | 272 | 1.4145 | 0.0363 | 1.4145 | 1.1893 |
| No log | 2.2276 | 274 | 1.4016 | 0.0363 | 1.4016 | 1.1839 |
| No log | 2.2439 | 276 | 1.4118 | 0.0276 | 1.4118 | 1.1882 |
| No log | 2.2602 | 278 | 1.3316 | 0.0467 | 1.3316 | 1.1540 |
| No log | 2.2764 | 280 | 1.3511 | 0.0363 | 1.3511 | 1.1624 |
| No log | 2.2927 | 282 | 1.4343 | 0.1179 | 1.4343 | 1.1976 |
| No log | 2.3089 | 284 | 1.3861 | 0.1492 | 1.3861 | 1.1773 |
| No log | 2.3252 | 286 | 1.4665 | 0.1179 | 1.4665 | 1.2110 |
| No log | 2.3415 | 288 | 1.6584 | 0.1055 | 1.6584 | 1.2878 |
| No log | 2.3577 | 290 | 1.6293 | 0.1179 | 1.6293 | 1.2764 |
| No log | 2.3740 | 292 | 1.3020 | 0.0363 | 1.3020 | 1.1410 |
| No log | 2.3902 | 294 | 0.9268 | -0.0097 | 0.9268 | 0.9627 |
| No log | 2.4065 | 296 | 0.8606 | 0.0 | 0.8606 | 0.9277 |
| No log | 2.4228 | 298 | 1.0007 | -0.0097 | 1.0007 | 1.0004 |
| No log | 2.4390 | 300 | 1.0886 | -0.0097 | 1.0886 | 1.0434 |
| No log | 2.4553 | 302 | 1.3933 | -0.0267 | 1.3933 | 1.1804 |
| No log | 2.4715 | 304 | 1.5545 | 0.0363 | 1.5545 | 1.2468 |
| No log | 2.4878 | 306 | 1.5403 | 0.0363 | 1.5403 | 1.2411 |
| No log | 2.5041 | 308 | 1.8043 | 0.1055 | 1.8043 | 1.3432 |
| No log | 2.5203 | 310 | 1.6407 | 0.0204 | 1.6407 | 1.2809 |
| No log | 2.5366 | 312 | 1.2207 | -0.0168 | 1.2207 | 1.1048 |
| No log | 2.5528 | 314 | 0.8725 | 0.0 | 0.8725 | 0.9341 |
| No log | 2.5691 | 316 | 0.7915 | 0.0 | 0.7914 | 0.8896 |
| No log | 2.5854 | 318 | 0.8279 | 0.0 | 0.8279 | 0.9099 |
| No log | 2.6016 | 320 | 0.9940 | 0.0 | 0.9940 | 0.9970 |
| No log | 2.6179 | 322 | 1.2934 | -0.0168 | 1.2934 | 1.1373 |
| No log | 2.6341 | 324 | 1.6830 | 0.0 | 1.6830 | 1.2973 |
| No log | 2.6504 | 326 | 1.8501 | 0.0 | 1.8501 | 1.3602 |
| No log | 2.6667 | 328 | 1.7175 | 0.0 | 1.7175 | 1.3105 |
| No log | 2.6829 | 330 | 1.6241 | 0.0 | 1.6241 | 1.2744 |
| No log | 2.6992 | 332 | 1.5472 | 0.0 | 1.5472 | 1.2439 |
| No log | 2.7154 | 334 | 1.4736 | 0.1323 | 1.4736 | 1.2139 |
| No log | 2.7317 | 336 | 1.3799 | 0.1413 | 1.3799 | 1.1747 |
| No log | 2.7480 | 338 | 1.2993 | -0.0097 | 1.2993 | 1.1399 |
| No log | 2.7642 | 340 | 1.2089 | -0.0097 | 1.2089 | 1.0995 |
| No log | 2.7805 | 342 | 1.1550 | -0.0097 | 1.1550 | 1.0747 |
| No log | 2.7967 | 344 | 1.1094 | -0.0097 | 1.1094 | 1.0533 |
| No log | 2.8130 | 346 | 1.0689 | -0.0097 | 1.0689 | 1.0339 |
| No log | 2.8293 | 348 | 1.0922 | -0.0097 | 1.0922 | 1.0451 |
| No log | 2.8455 | 350 | 1.0360 | -0.0097 | 1.0360 | 1.0179 |
| No log | 2.8618 | 352 | 0.9413 | -0.0097 | 0.9413 | 0.9702 |
| No log | 2.8780 | 354 | 0.9110 | -0.0097 | 0.9110 | 0.9545 |
| No log | 2.8943 | 356 | 1.0091 | -0.0168 | 1.0091 | 1.0045 |
| No log | 2.9106 | 358 | 1.2801 | 0.1492 | 1.2801 | 1.1314 |
| No log | 2.9268 | 360 | 1.3526 | 0.1492 | 1.3526 | 1.1630 |
| No log | 2.9431 | 362 | 1.2090 | -0.0168 | 1.2090 | 1.0995 |
| No log | 2.9593 | 364 | 1.0992 | -0.0097 | 1.0992 | 1.0484 |
| No log | 2.9756 | 366 | 0.9693 | 0.0 | 0.9693 | 0.9845 |
| No log | 2.9919 | 368 | 0.9550 | 0.0 | 0.9550 | 0.9772 |
| No log | 3.0081 | 370 | 0.9676 | 0.0 | 0.9676 | 0.9836 |
| No log | 3.0244 | 372 | 0.9331 | 0.0 | 0.9331 | 0.9660 |
| No log | 3.0407 | 374 | 0.9625 | 0.0 | 0.9625 | 0.9811 |
| No log | 3.0569 | 376 | 1.0502 | 0.0 | 1.0502 | 1.0248 |
| No log | 3.0732 | 378 | 1.1678 | -0.0097 | 1.1678 | 1.0807 |
| No log | 3.0894 | 380 | 1.3565 | 0.0467 | 1.3565 | 1.1647 |
| No log | 3.1057 | 382 | 1.5150 | 0.0763 | 1.5150 | 1.2309 |
| No log | 3.1220 | 384 | 1.6287 | 0.0571 | 1.6287 | 1.2762 |
| No log | 3.1382 | 386 | 1.6162 | 0.0494 | 1.6162 | 1.2713 |
| No log | 3.1545 | 388 | 1.4938 | 0.1492 | 1.4938 | 1.2222 |
| No log | 3.1707 | 390 | 1.3184 | 0.1692 | 1.3184 | 1.1482 |
| No log | 3.1870 | 392 | 1.1344 | 0.0 | 1.1344 | 1.0651 |
| No log | 3.2033 | 394 | 1.1001 | 0.0 | 1.1001 | 1.0488 |
| No log | 3.2195 | 396 | 1.1251 | -0.0097 | 1.1251 | 1.0607 |
| No log | 3.2358 | 398 | 1.1537 | -0.0097 | 1.1537 | 1.0741 |
| No log | 3.2520 | 400 | 1.2240 | 0.0595 | 1.2240 | 1.1064 |
| No log | 3.2683 | 402 | 1.4178 | 0.1323 | 1.4178 | 1.1907 |
| No log | 3.2846 | 404 | 1.5388 | 0.1179 | 1.5388 | 1.2405 |
| No log | 3.3008 | 406 | 1.6412 | 0.0571 | 1.6412 | 1.2811 |
| No log | 3.3171 | 408 | 1.3456 | 0.1492 | 1.3456 | 1.1600 |
| No log | 3.3333 | 410 | 1.0102 | -0.0168 | 1.0102 | 1.0051 |
| No log | 3.3496 | 412 | 0.9004 | 0.0 | 0.9004 | 0.9489 |
| No log | 3.3659 | 414 | 0.9096 | 0.0 | 0.9096 | 0.9537 |
| No log | 3.3821 | 416 | 0.9594 | -0.0097 | 0.9594 | 0.9795 |
| No log | 3.3984 | 418 | 1.2303 | 0.0363 | 1.2303 | 1.1092 |
| No log | 3.4146 | 420 | 1.2122 | -0.0267 | 1.2122 | 1.1010 |
| No log | 3.4309 | 422 | 1.1341 | -0.0223 | 1.1341 | 1.0650 |
| No log | 3.4472 | 424 | 0.9779 | 0.0 | 0.9779 | 0.9889 |
| No log | 3.4634 | 426 | 0.8441 | 0.0 | 0.8441 | 0.9187 |
| No log | 3.4797 | 428 | 0.8501 | 0.0 | 0.8501 | 0.9220 |
| No log | 3.4959 | 430 | 0.9443 | 0.0 | 0.9443 | 0.9718 |
| No log | 3.5122 | 432 | 1.1364 | 0.0 | 1.1364 | 1.0660 |
| No log | 3.5285 | 434 | 1.2897 | 0.0363 | 1.2897 | 1.1357 |
| No log | 3.5447 | 436 | 1.3278 | 0.1492 | 1.3278 | 1.1523 |
| No log | 3.5610 | 438 | 1.4704 | 0.1492 | 1.4704 | 1.2126 |
| No log | 3.5772 | 440 | 1.3773 | 0.1492 | 1.3773 | 1.1736 |
| No log | 3.5935 | 442 | 1.1995 | 0.0595 | 1.1995 | 1.0952 |
| No log | 3.6098 | 444 | 1.1463 | 0.0756 | 1.1463 | 1.0706 |
| No log | 3.6260 | 446 | 1.0158 | 0.0 | 1.0158 | 1.0078 |
| No log | 3.6423 | 448 | 1.0026 | 0.0 | 1.0026 | 1.0013 |
| No log | 3.6585 | 450 | 0.9259 | 0.0 | 0.9259 | 0.9623 |
| No log | 3.6748 | 452 | 0.8243 | 0.0 | 0.8243 | 0.9079 |
| No log | 3.6911 | 454 | 0.8106 | 0.0 | 0.8106 | 0.9003 |
| No log | 3.7073 | 456 | 0.8606 | 0.0 | 0.8606 | 0.9277 |
| No log | 3.7236 | 458 | 0.8412 | 0.0 | 0.8412 | 0.9172 |
| No log | 3.7398 | 460 | 0.9688 | 0.0756 | 0.9688 | 0.9843 |
| No log | 3.7561 | 462 | 1.2817 | 0.1692 | 1.2817 | 1.1321 |
| No log | 3.7724 | 464 | 1.5963 | 0.1323 | 1.5963 | 1.2635 |
| No log | 3.7886 | 466 | 1.5232 | 0.1492 | 1.5232 | 1.2342 |
| No log | 3.8049 | 468 | 1.2017 | 0.1692 | 1.2017 | 1.0962 |
| No log | 3.8211 | 470 | 0.8726 | -0.0097 | 0.8726 | 0.9341 |
| No log | 3.8374 | 472 | 0.8321 | 0.0 | 0.8321 | 0.9122 |
| No log | 3.8537 | 474 | 0.8397 | 0.0 | 0.8397 | 0.9164 |
| No log | 3.8699 | 476 | 0.9877 | -0.0097 | 0.9877 | 0.9938 |
| No log | 3.8862 | 478 | 1.1491 | 0.0595 | 1.1491 | 1.0720 |
| No log | 3.9024 | 480 | 1.2393 | 0.0467 | 1.2393 | 1.1133 |
| No log | 3.9187 | 482 | 1.2140 | 0.0467 | 1.2140 | 1.1018 |
| No log | 3.9350 | 484 | 1.1163 | 0.0467 | 1.1163 | 1.0565 |
| No log | 3.9512 | 486 | 1.1384 | 0.0467 | 1.1384 | 1.0670 |
| No log | 3.9675 | 488 | 1.2917 | 0.0363 | 1.2917 | 1.1365 |
| No log | 3.9837 | 490 | 1.2292 | 0.0363 | 1.2292 | 1.1087 |
| No log | 4.0 | 492 | 1.2794 | 0.1492 | 1.2794 | 1.1311 |
| No log | 4.0163 | 494 | 1.2627 | 0.1492 | 1.2627 | 1.1237 |
| No log | 4.0325 | 496 | 1.3187 | 0.1492 | 1.3187 | 1.1484 |
| No log | 4.0488 | 498 | 1.0553 | 0.0363 | 1.0553 | 1.0273 |
| 0.7868 | 4.0650 | 500 | 0.6789 | 0.1444 | 0.6789 | 0.8240 |
| 0.7868 | 4.0813 | 502 | 0.6218 | 0.2143 | 0.6218 | 0.7885 |
| 0.7868 | 4.0976 | 504 | 0.7338 | 0.0 | 0.7338 | 0.8566 |
| 0.7868 | 4.1138 | 506 | 1.2442 | 0.1692 | 1.2442 | 1.1154 |
| 0.7868 | 4.1301 | 508 | 1.5553 | 0.1492 | 1.5553 | 1.2471 |
| 0.7868 | 4.1463 | 510 | 1.2745 | 0.1692 | 1.2745 | 1.1289 |
| 0.7868 | 4.1626 | 512 | 0.8409 | -0.0168 | 0.8409 | 0.9170 |
| 0.7868 | 4.1789 | 514 | 0.7098 | 0.0120 | 0.7098 | 0.8425 |
| 0.7868 | 4.1951 | 516 | 0.7448 | 0.0 | 0.7448 | 0.8630 |
| 0.7868 | 4.2114 | 518 | 0.8081 | -0.0097 | 0.8081 | 0.8990 |
| 0.7868 | 4.2276 | 520 | 0.9494 | -0.0097 | 0.9494 | 0.9744 |
| 0.7868 | 4.2439 | 522 | 1.1676 | 0.0595 | 1.1676 | 1.0806 |
| 0.7868 | 4.2602 | 524 | 1.6413 | 0.0763 | 1.6413 | 1.2811 |
| 0.7868 | 4.2764 | 526 | 1.9183 | 0.0142 | 1.9183 | 1.3850 |
| 0.7868 | 4.2927 | 528 | 1.8040 | 0.0142 | 1.8040 | 1.3431 |
| 0.7868 | 4.3089 | 530 | 1.4262 | 0.1692 | 1.4262 | 1.1942 |
| 0.7868 | 4.3252 | 532 | 1.0786 | 0.1413 | 1.0786 | 1.0385 |
| 0.7868 | 4.3415 | 534 | 0.9439 | -0.0097 | 0.9439 | 0.9715 |
| 0.7868 | 4.3577 | 536 | 0.8753 | -0.0097 | 0.8753 | 0.9356 |
| 0.7868 | 4.3740 | 538 | 0.8807 | -0.0097 | 0.8807 | 0.9385 |
| 0.7868 | 4.3902 | 540 | 0.8209 | -0.0097 | 0.8209 | 0.9061 |
| 0.7868 | 4.4065 | 542 | 0.8020 | -0.0097 | 0.8020 | 0.8955 |
| 0.7868 | 4.4228 | 544 | 0.8097 | 0.1681 | 0.8097 | 0.8998 |
| 0.7868 | 4.4390 | 546 | 0.8115 | 0.1681 | 0.8115 | 0.9008 |
| 0.7868 | 4.4553 | 548 | 0.9153 | 0.1413 | 0.9153 | 0.9567 |
| 0.7868 | 4.4715 | 550 | 0.9466 | 0.1933 | 0.9466 | 0.9729 |
| 0.7868 | 4.4878 | 552 | 0.8649 | 0.1681 | 0.8649 | 0.9300 |
| 0.7868 | 4.5041 | 554 | 0.8112 | 0.1681 | 0.8112 | 0.9007 |
| 0.7868 | 4.5203 | 556 | 0.6806 | 0.1681 | 0.6806 | 0.8250 |
| 0.7868 | 4.5366 | 558 | 0.6995 | 0.1681 | 0.6995 | 0.8363 |
| 0.7868 | 4.5528 | 560 | 0.9003 | 0.1413 | 0.9003 | 0.9489 |
| 0.7868 | 4.5691 | 562 | 1.1401 | 0.1692 | 1.1401 | 1.0678 |
| 0.7868 | 4.5854 | 564 | 1.2833 | 0.1692 | 1.2833 | 1.1328 |
| 0.7868 | 4.6016 | 566 | 1.2859 | 0.1492 | 1.2859 | 1.1340 |
| 0.7868 | 4.6179 | 568 | 1.0966 | 0.1933 | 1.0966 | 1.0472 |
| 0.7868 | 4.6341 | 570 | 0.9263 | 0.1413 | 0.9263 | 0.9624 |
| 0.7868 | 4.6504 | 572 | 0.7698 | -0.0097 | 0.7698 | 0.8774 |
| 0.7868 | 4.6667 | 574 | 0.8071 | 0.1681 | 0.8071 | 0.8984 |
| 0.7868 | 4.6829 | 576 | 0.9808 | 0.1413 | 0.9808 | 0.9903 |
| 0.7868 | 4.6992 | 578 | 1.1845 | 0.1692 | 1.1845 | 1.0883 |
| 0.7868 | 4.7154 | 580 | 1.1898 | 0.1692 | 1.1898 | 1.0908 |
| 0.7868 | 4.7317 | 582 | 1.0371 | 0.12 | 1.0371 | 1.0184 |
| 0.7868 | 4.7480 | 584 | 0.8010 | 0.1681 | 0.8010 | 0.8950 |
| 0.7868 | 4.7642 | 586 | 0.7140 | 0.1111 | 0.7140 | 0.8450 |
| 0.7868 | 4.7805 | 588 | 0.7852 | 0.2795 | 0.7852 | 0.8861 |
| 0.7868 | 4.7967 | 590 | 0.7712 | 0.1111 | 0.7712 | 0.8782 |
| 0.7868 | 4.8130 | 592 | 0.8152 | 0.0873 | 0.8152 | 0.9029 |
| 0.7868 | 4.8293 | 594 | 0.8956 | 0.1413 | 0.8956 | 0.9464 |
| 0.7868 | 4.8455 | 596 | 1.0424 | 0.1413 | 1.0424 | 1.0210 |
| 0.7868 | 4.8618 | 598 | 1.0712 | 0.1413 | 1.0712 | 1.0350 |
| 0.7868 | 4.8780 | 600 | 0.8987 | 0.1413 | 0.8987 | 0.9480 |
| 0.7868 | 4.8943 | 602 | 0.8471 | 0.1681 | 0.8471 | 0.9204 |
| 0.7868 | 4.9106 | 604 | 0.8953 | 0.1413 | 0.8953 | 0.9462 |
| 0.7868 | 4.9268 | 606 | 0.8555 | 0.1681 | 0.8555 | 0.9249 |
| 0.7868 | 4.9431 | 608 | 0.7874 | 0.1681 | 0.7874 | 0.8874 |
| 0.7868 | 4.9593 | 610 | 0.8181 | 0.1681 | 0.8181 | 0.9045 |
| 0.7868 | 4.9756 | 612 | 0.8826 | 0.1681 | 0.8826 | 0.9395 |
| 0.7868 | 4.9919 | 614 | 0.8272 | 0.1681 | 0.8272 | 0.9095 |
| 0.7868 | 5.0081 | 616 | 0.6937 | 0.1111 | 0.6937 | 0.8329 |
| 0.7868 | 5.0244 | 618 | 0.6203 | 0.1270 | 0.6203 | 0.7876 |
| 0.7868 | 5.0407 | 620 | 0.6302 | 0.1444 | 0.6302 | 0.7939 |
| 0.7868 | 5.0569 | 622 | 0.7034 | 0.1111 | 0.7034 | 0.8387 |
| 0.7868 | 5.0732 | 624 | 0.9205 | -0.0168 | 0.9205 | 0.9594 |
| 0.7868 | 5.0894 | 626 | 1.3065 | 0.1692 | 1.3065 | 1.1430 |
| 0.7868 | 5.1057 | 628 | 1.4973 | 0.1492 | 1.4973 | 1.2236 |
| 0.7868 | 5.1220 | 630 | 1.3614 | 0.0467 | 1.3614 | 1.1668 |
| 0.7868 | 5.1382 | 632 | 1.0819 | -0.0168 | 1.0819 | 1.0401 |
| 0.7868 | 5.1545 | 634 | 0.9370 | -0.0168 | 0.9370 | 0.9680 |
| 0.7868 | 5.1707 | 636 | 0.9455 | -0.0168 | 0.9455 | 0.9724 |
| 0.7868 | 5.1870 | 638 | 1.0153 | -0.0168 | 1.0153 | 1.0076 |
| 0.7868 | 5.2033 | 640 | 1.1579 | -0.0223 | 1.1579 | 1.0760 |
| 0.7868 | 5.2195 | 642 | 1.1784 | -0.0223 | 1.1784 | 1.0855 |
| 0.7868 | 5.2358 | 644 | 1.0638 | -0.0168 | 1.0638 | 1.0314 |
| 0.7868 | 5.2520 | 646 | 0.9907 | 0.0873 | 0.9907 | 0.9953 |
| 0.7868 | 5.2683 | 648 | 1.0798 | -0.0223 | 1.0798 | 1.0391 |
| 0.7868 | 5.2846 | 650 | 1.2524 | -0.0223 | 1.2524 | 1.1191 |
| 0.7868 | 5.3008 | 652 | 1.1461 | -0.0223 | 1.1461 | 1.0705 |
| 0.7868 | 5.3171 | 654 | 0.9692 | -0.0168 | 0.9692 | 0.9845 |
| 0.7868 | 5.3333 | 656 | 0.8683 | -0.0168 | 0.8683 | 0.9318 |
| 0.7868 | 5.3496 | 658 | 0.8776 | -0.0168 | 0.8776 | 0.9368 |
| 0.7868 | 5.3659 | 660 | 0.9613 | -0.0168 | 0.9613 | 0.9805 |
| 0.7868 | 5.3821 | 662 | 1.0402 | -0.0168 | 1.0402 | 1.0199 |
| 0.7868 | 5.3984 | 664 | 1.0085 | -0.0168 | 1.0085 | 1.0042 |
| 0.7868 | 5.4146 | 666 | 0.8730 | -0.0168 | 0.8730 | 0.9344 |
| 0.7868 | 5.4309 | 668 | 0.7732 | -0.0168 | 0.7732 | 0.8793 |
| 0.7868 | 5.4472 | 670 | 0.7366 | -0.0097 | 0.7366 | 0.8583 |
| 0.7868 | 5.4634 | 672 | 0.7853 | -0.0168 | 0.7853 | 0.8862 |
| 0.7868 | 5.4797 | 674 | 0.8333 | -0.0168 | 0.8333 | 0.9128 |
| 0.7868 | 5.4959 | 676 | 0.9402 | -0.0168 | 0.9402 | 0.9696 |
| 0.7868 | 5.5122 | 678 | 0.9785 | -0.0168 | 0.9785 | 0.9892 |
| 0.7868 | 5.5285 | 680 | 0.9319 | -0.0168 | 0.9319 | 0.9654 |
| 0.7868 | 5.5447 | 682 | 1.0228 | 0.1413 | 1.0228 | 1.0113 |
| 0.7868 | 5.5610 | 684 | 0.9903 | 0.1413 | 0.9903 | 0.9951 |
| 0.7868 | 5.5772 | 686 | 0.9149 | 0.1413 | 0.9149 | 0.9565 |
| 0.7868 | 5.5935 | 688 | 0.7405 | 0.1413 | 0.7405 | 0.8605 |
| 0.7868 | 5.6098 | 690 | 0.6669 | 0.1111 | 0.6669 | 0.8166 |
| 0.7868 | 5.6260 | 692 | 0.7159 | 0.1413 | 0.7159 | 0.8461 |
| 0.7868 | 5.6423 | 694 | 0.8027 | 0.1413 | 0.8027 | 0.8959 |
| 0.7868 | 5.6585 | 696 | 0.8248 | 0.1413 | 0.8248 | 0.9082 |
| 0.7868 | 5.6748 | 698 | 0.9035 | 0.1413 | 0.9035 | 0.9505 |
| 0.7868 | 5.6911 | 700 | 0.9281 | 0.1413 | 0.9281 | 0.9634 |
| 0.7868 | 5.7073 | 702 | 0.9233 | 0.1413 | 0.9233 | 0.9609 |
| 0.7868 | 5.7236 | 704 | 0.8164 | 0.1413 | 0.8164 | 0.9035 |
| 0.7868 | 5.7398 | 706 | 0.8872 | 0.1413 | 0.8872 | 0.9419 |
| 0.7868 | 5.7561 | 708 | 1.1066 | 0.1027 | 1.1066 | 1.0519 |
| 0.7868 | 5.7724 | 710 | 1.1531 | 0.1027 | 1.1531 | 1.0738 |
| 0.7868 | 5.7886 | 712 | 1.0636 | 0.1027 | 1.0636 | 1.0313 |
| 0.7868 | 5.8049 | 714 | 1.0616 | 0.1027 | 1.0616 | 1.0303 |
| 0.7868 | 5.8211 | 716 | 0.8535 | 0.1413 | 0.8535 | 0.9239 |
| 0.7868 | 5.8374 | 718 | 0.6345 | 0.1270 | 0.6345 | 0.7965 |
| 0.7868 | 5.8537 | 720 | 0.5724 | 0.3714 | 0.5724 | 0.7566 |
| 0.7868 | 5.8699 | 722 | 0.5863 | 0.4122 | 0.5863 | 0.7657 |
| 0.7868 | 5.8862 | 724 | 0.6038 | 0.3356 | 0.6038 | 0.7771 |
| 0.7868 | 5.9024 | 726 | 0.6682 | 0.1646 | 0.6682 | 0.8175 |
| 0.7868 | 5.9187 | 728 | 0.8434 | -0.0168 | 0.8434 | 0.9184 |
| 0.7868 | 5.9350 | 730 | 1.1160 | -0.0267 | 1.1160 | 1.0564 |
| 0.7868 | 5.9512 | 732 | 1.4427 | 0.1027 | 1.4427 | 1.2011 |
| 0.7868 | 5.9675 | 734 | 1.4789 | 0.0884 | 1.4789 | 1.2161 |
| 0.7868 | 5.9837 | 736 | 1.2485 | 0.1027 | 1.2485 | 1.1173 |
| 0.7868 | 6.0 | 738 | 1.0103 | -0.0223 | 1.0103 | 1.0052 |
| 0.7868 | 6.0163 | 740 | 0.8967 | -0.0168 | 0.8967 | 0.9469 |
| 0.7868 | 6.0325 | 742 | 0.8417 | -0.0097 | 0.8417 | 0.9175 |
| 0.7868 | 6.0488 | 744 | 0.8266 | -0.0097 | 0.8266 | 0.9092 |
| 0.7868 | 6.0650 | 746 | 0.8499 | -0.0097 | 0.8499 | 0.9219 |
| 0.7868 | 6.0813 | 748 | 0.8280 | -0.0097 | 0.8280 | 0.9100 |
| 0.7868 | 6.0976 | 750 | 0.8641 | -0.0168 | 0.8641 | 0.9296 |
| 0.7868 | 6.1138 | 752 | 1.0297 | 0.12 | 1.0297 | 1.0147 |
| 0.7868 | 6.1301 | 754 | 1.2315 | 0.1027 | 1.2315 | 1.1097 |
| 0.7868 | 6.1463 | 756 | 1.2255 | 0.1027 | 1.2255 | 1.1070 |
| 0.7868 | 6.1626 | 758 | 1.0631 | -0.0267 | 1.0631 | 1.0311 |
| 0.7868 | 6.1789 | 760 | 0.9812 | -0.0223 | 0.9812 | 0.9906 |
| 0.7868 | 6.1951 | 762 | 0.9562 | -0.0223 | 0.9562 | 0.9779 |
| 0.7868 | 6.2114 | 764 | 0.9438 | -0.0223 | 0.9438 | 0.9715 |
| 0.7868 | 6.2276 | 766 | 1.0034 | 0.12 | 1.0034 | 1.0017 |
| 0.7868 | 6.2439 | 768 | 1.1003 | 0.1027 | 1.1003 | 1.0489 |
| 0.7868 | 6.2602 | 770 | 1.1321 | 0.1027 | 1.1321 | 1.0640 |
| 0.7868 | 6.2764 | 772 | 1.1575 | 0.1027 | 1.1575 | 1.0759 |
| 0.7868 | 6.2927 | 774 | 1.0074 | 0.2199 | 1.0074 | 1.0037 |
| 0.7868 | 6.3089 | 776 | 0.8435 | 0.1137 | 0.8435 | 0.9184 |
| 0.7868 | 6.3252 | 778 | 0.7885 | 0.2924 | 0.7885 | 0.8880 |
| 0.7868 | 6.3415 | 780 | 0.8149 | 0.1444 | 0.8149 | 0.9027 |
| 0.7868 | 6.3577 | 782 | 0.9027 | 0.1137 | 0.9027 | 0.9501 |
| 0.7868 | 6.3740 | 784 | 1.0904 | -0.0206 | 1.0904 | 1.0442 |
| 0.7868 | 6.3902 | 786 | 1.2141 | 0.1027 | 1.2141 | 1.1018 |
| 0.7868 | 6.4065 | 788 | 1.1326 | -0.0206 | 1.1326 | 1.0642 |
| 0.7868 | 6.4228 | 790 | 1.1142 | -0.0206 | 1.1142 | 1.0555 |
| 0.7868 | 6.4390 | 792 | 1.0714 | -0.0206 | 1.0714 | 1.0351 |
| 0.7868 | 6.4553 | 794 | 0.9504 | -0.0087 | 0.9504 | 0.9749 |
| 0.7868 | 6.4715 | 796 | 0.8200 | 0.0 | 0.8200 | 0.9056 |
| 0.7868 | 6.4878 | 798 | 0.7809 | 0.0 | 0.7809 | 0.8837 |
| 0.7868 | 6.5041 | 800 | 0.8099 | 0.0 | 0.8099 | 0.8999 |
| 0.7868 | 6.5203 | 802 | 0.8805 | -0.0097 | 0.8805 | 0.9383 |
| 0.7868 | 6.5366 | 804 | 1.0662 | -0.0223 | 1.0662 | 1.0326 |
| 0.7868 | 6.5528 | 806 | 1.3168 | 0.0884 | 1.3168 | 1.1475 |
| 0.7868 | 6.5691 | 808 | 1.5556 | 0.1323 | 1.5556 | 1.2472 |
| 0.7868 | 6.5854 | 810 | 1.6010 | 0.1323 | 1.6010 | 1.2653 |
| 0.7868 | 6.6016 | 812 | 1.4518 | 0.1323 | 1.4518 | 1.2049 |
| 0.7868 | 6.6179 | 814 | 1.2211 | 0.1027 | 1.2211 | 1.1050 |
| 0.7868 | 6.6341 | 816 | 1.0395 | -0.0168 | 1.0395 | 1.0195 |
| 0.7868 | 6.6504 | 818 | 0.9922 | -0.0168 | 0.9922 | 0.9961 |
| 0.7868 | 6.6667 | 820 | 0.9543 | -0.0168 | 0.9543 | 0.9769 |
| 0.7868 | 6.6829 | 822 | 0.8894 | -0.0168 | 0.8894 | 0.9431 |
| 0.7868 | 6.6992 | 824 | 0.8419 | -0.0097 | 0.8419 | 0.9175 |
| 0.7868 | 6.7154 | 826 | 0.8293 | -0.0087 | 0.8293 | 0.9107 |
| 0.7868 | 6.7317 | 828 | 0.8097 | 0.0 | 0.8097 | 0.8998 |
| 0.7868 | 6.7480 | 830 | 0.8837 | -0.0087 | 0.8837 | 0.9401 |
| 0.7868 | 6.7642 | 832 | 0.9977 | 0.12 | 0.9977 | 0.9988 |
| 0.7868 | 6.7805 | 834 | 1.1486 | 0.1027 | 1.1486 | 1.0717 |
| 0.7868 | 6.7967 | 836 | 1.2569 | 0.1492 | 1.2569 | 1.1211 |
| 0.7868 | 6.8130 | 838 | 1.2271 | 0.1027 | 1.2271 | 1.1077 |
| 0.7868 | 6.8293 | 840 | 1.1874 | 0.1027 | 1.1874 | 1.0897 |
| 0.7868 | 6.8455 | 842 | 1.2681 | 0.1027 | 1.2681 | 1.1261 |
| 0.7868 | 6.8618 | 844 | 1.2764 | 0.1027 | 1.2764 | 1.1298 |
| 0.7868 | 6.8780 | 846 | 1.1870 | -0.0267 | 1.1870 | 1.0895 |
| 0.7868 | 6.8943 | 848 | 1.0168 | -0.0223 | 1.0168 | 1.0084 |
| 0.7868 | 6.9106 | 850 | 0.9228 | -0.0154 | 0.9228 | 0.9606 |
| 0.7868 | 6.9268 | 852 | 0.9022 | 0.0797 | 0.9022 | 0.9498 |
| 0.7868 | 6.9431 | 854 | 0.9156 | 0.0797 | 0.9156 | 0.9568 |
| 0.7868 | 6.9593 | 856 | 0.9317 | -0.0154 | 0.9317 | 0.9652 |
| 0.7868 | 6.9756 | 858 | 0.9886 | -0.0223 | 0.9886 | 0.9943 |
| 0.7868 | 6.9919 | 860 | 0.9485 | -0.0223 | 0.9485 | 0.9739 |
| 0.7868 | 7.0081 | 862 | 0.9265 | -0.0223 | 0.9265 | 0.9626 |
| 0.7868 | 7.0244 | 864 | 0.9118 | -0.0154 | 0.9118 | 0.9549 |
| 0.7868 | 7.0407 | 866 | 0.8740 | 0.0797 | 0.8740 | 0.9349 |
| 0.7868 | 7.0569 | 868 | 0.8701 | 0.1000 | 0.8701 | 0.9328 |
| 0.7868 | 7.0732 | 870 | 0.8914 | -0.0154 | 0.8914 | 0.9442 |
| 0.7868 | 7.0894 | 872 | 0.8598 | 0.1000 | 0.8598 | 0.9273 |
| 0.7868 | 7.1057 | 874 | 0.8807 | -0.0087 | 0.8807 | 0.9385 |
| 0.7868 | 7.1220 | 876 | 0.9698 | 0.12 | 0.9698 | 0.9848 |
| 0.7868 | 7.1382 | 878 | 1.0730 | 0.12 | 1.0730 | 1.0358 |
| 0.7868 | 7.1545 | 880 | 1.1109 | 0.12 | 1.1109 | 1.0540 |
| 0.7868 | 7.1707 | 882 | 1.0316 | 0.12 | 1.0316 | 1.0157 |
| 0.7868 | 7.1870 | 884 | 0.9092 | 0.1413 | 0.9092 | 0.9535 |
| 0.7868 | 7.2033 | 886 | 0.8416 | -0.0168 | 0.8416 | 0.9174 |
| 0.7868 | 7.2195 | 888 | 0.8040 | -0.0087 | 0.8040 | 0.8967 |
| 0.7868 | 7.2358 | 890 | 0.8485 | -0.0168 | 0.8485 | 0.9211 |
| 0.7868 | 7.2520 | 892 | 0.9839 | 0.1413 | 0.9839 | 0.9919 |
| 0.7868 | 7.2683 | 894 | 1.1720 | 0.1692 | 1.1720 | 1.0826 |
| 0.7868 | 7.2846 | 896 | 1.2034 | 0.1492 | 1.2034 | 1.0970 |
| 0.7868 | 7.3008 | 898 | 1.1443 | 0.1692 | 1.1443 | 1.0697 |
| 0.7868 | 7.3171 | 900 | 1.0200 | 0.12 | 1.0200 | 1.0100 |
| 0.7868 | 7.3333 | 902 | 0.8476 | -0.0168 | 0.8476 | 0.9206 |
| 0.7868 | 7.3496 | 904 | 0.7882 | -0.0087 | 0.7882 | 0.8878 |
| 0.7868 | 7.3659 | 906 | 0.8200 | -0.0168 | 0.8200 | 0.9055 |
| 0.7868 | 7.3821 | 908 | 0.9206 | -0.0168 | 0.9206 | 0.9595 |
| 0.7868 | 7.3984 | 910 | 1.0037 | -0.0223 | 1.0037 | 1.0019 |
| 0.7868 | 7.4146 | 912 | 1.0050 | -0.0223 | 1.0050 | 1.0025 |
| 0.7868 | 7.4309 | 914 | 0.9762 | -0.0223 | 0.9762 | 0.9880 |
| 0.7868 | 7.4472 | 916 | 0.9449 | -0.0223 | 0.9449 | 0.9720 |
| 0.7868 | 7.4634 | 918 | 0.8613 | 0.1137 | 0.8613 | 0.9280 |
| 0.7868 | 7.4797 | 920 | 0.7911 | 0.2376 | 0.7911 | 0.8894 |
| 0.7868 | 7.4959 | 922 | 0.7725 | 0.2376 | 0.7725 | 0.8789 |
| 0.7868 | 7.5122 | 924 | 0.7945 | 0.2376 | 0.7945 | 0.8914 |
| 0.7868 | 7.5285 | 926 | 0.8307 | 0.1137 | 0.8307 | 0.9114 |
| 0.7868 | 7.5447 | 928 | 0.9022 | -0.0223 | 0.9022 | 0.9499 |
| 0.7868 | 7.5610 | 930 | 0.9978 | -0.0223 | 0.9978 | 0.9989 |
| 0.7868 | 7.5772 | 932 | 1.0277 | -0.0223 | 1.0277 | 1.0137 |
| 0.7868 | 7.5935 | 934 | 0.9654 | -0.0223 | 0.9654 | 0.9826 |
| 0.7868 | 7.6098 | 936 | 0.8757 | -0.0223 | 0.8757 | 0.9358 |
| 0.7868 | 7.6260 | 938 | 0.8315 | -0.0087 | 0.8315 | 0.9119 |
| 0.7868 | 7.6423 | 940 | 0.8377 | -0.0168 | 0.8377 | 0.9153 |
| 0.7868 | 7.6585 | 942 | 0.8589 | -0.0168 | 0.8589 | 0.9267 |
| 0.7868 | 7.6748 | 944 | 0.8924 | -0.0223 | 0.8924 | 0.9447 |
| 0.7868 | 7.6911 | 946 | 0.8806 | -0.0223 | 0.8806 | 0.9384 |
| 0.7868 | 7.7073 | 948 | 0.8418 | 0.1000 | 0.8418 | 0.9175 |
| 0.7868 | 7.7236 | 950 | 0.8506 | 0.1000 | 0.8506 | 0.9223 |
| 0.7868 | 7.7398 | 952 | 0.8720 | 0.0797 | 0.8720 | 0.9338 |
| 0.7868 | 7.7561 | 954 | 0.9548 | -0.0223 | 0.9548 | 0.9772 |
| 0.7868 | 7.7724 | 956 | 1.0196 | -0.0223 | 1.0196 | 1.0098 |
| 0.7868 | 7.7886 | 958 | 1.0611 | 0.12 | 1.0611 | 1.0301 |
| 0.7868 | 7.8049 | 960 | 1.0428 | 0.12 | 1.0428 | 1.0212 |
| 0.7868 | 7.8211 | 962 | 1.0135 | -0.0223 | 1.0135 | 1.0067 |
| 0.7868 | 7.8374 | 964 | 0.9574 | -0.0223 | 0.9574 | 0.9785 |
| 0.7868 | 7.8537 | 966 | 0.8841 | -0.0168 | 0.8841 | 0.9403 |
| 0.7868 | 7.8699 | 968 | 0.8050 | 0.1000 | 0.8050 | 0.8972 |
| 0.7868 | 7.8862 | 970 | 0.7466 | 0.1137 | 0.7466 | 0.8641 |
| 0.7868 | 7.9024 | 972 | 0.7397 | 0.1137 | 0.7397 | 0.8600 |
| 0.7868 | 7.9187 | 974 | 0.7492 | 0.1137 | 0.7492 | 0.8656 |
| 0.7868 | 7.9350 | 976 | 0.7863 | 0.1000 | 0.7863 | 0.8867 |
| 0.7868 | 7.9512 | 978 | 0.8350 | 0.1000 | 0.8350 | 0.9138 |
| 0.7868 | 7.9675 | 980 | 0.8867 | -0.0168 | 0.8867 | 0.9417 |
| 0.7868 | 7.9837 | 982 | 0.8881 | -0.0168 | 0.8881 | 0.9424 |
| 0.7868 | 8.0 | 984 | 0.8813 | 0.0873 | 0.8813 | 0.9388 |
| 0.7868 | 8.0163 | 986 | 0.8580 | 0.1000 | 0.8580 | 0.9263 |
| 0.7868 | 8.0325 | 988 | 0.8853 | 0.1000 | 0.8853 | 0.9409 |
| 0.7868 | 8.0488 | 990 | 0.9044 | 0.0873 | 0.9044 | 0.9510 |
| 0.7868 | 8.0650 | 992 | 0.8825 | 0.1000 | 0.8825 | 0.9394 |
| 0.7868 | 8.0813 | 994 | 0.8985 | 0.1000 | 0.8985 | 0.9479 |
| 0.7868 | 8.0976 | 996 | 0.9529 | 0.0873 | 0.9529 | 0.9762 |
| 0.7868 | 8.1138 | 998 | 1.0445 | -0.0223 | 1.0445 | 1.0220 |
| 0.3752 | 8.1301 | 1000 | 1.1317 | -0.0223 | 1.1317 | 1.0638 |
| 0.3752 | 8.1463 | 1002 | 1.1830 | -0.0223 | 1.1830 | 1.0877 |
| 0.3752 | 8.1626 | 1004 | 1.1674 | -0.0223 | 1.1674 | 1.0804 |
| 0.3752 | 8.1789 | 1006 | 1.0911 | -0.0223 | 1.0911 | 1.0446 |
| 0.3752 | 8.1951 | 1008 | 0.9899 | -0.0223 | 0.9899 | 0.9949 |
| 0.3752 | 8.2114 | 1010 | 0.9543 | 0.0873 | 0.9543 | 0.9769 |
| 0.3752 | 8.2276 | 1012 | 0.8997 | 0.0873 | 0.8997 | 0.9485 |
| 0.3752 | 8.2439 | 1014 | 0.8647 | 0.1000 | 0.8647 | 0.9299 |
| 0.3752 | 8.2602 | 1016 | 0.8421 | 0.1000 | 0.8421 | 0.9176 |
| 0.3752 | 8.2764 | 1018 | 0.8272 | 0.1000 | 0.8272 | 0.9095 |
| 0.3752 | 8.2927 | 1020 | 0.8449 | 0.1000 | 0.8449 | 0.9192 |
| 0.3752 | 8.3089 | 1022 | 0.8466 | 0.1000 | 0.8466 | 0.9201 |
| 0.3752 | 8.3252 | 1024 | 0.8816 | 0.1000 | 0.8816 | 0.9389 |
| 0.3752 | 8.3415 | 1026 | 0.9195 | 0.0873 | 0.9195 | 0.9589 |
| 0.3752 | 8.3577 | 1028 | 0.9308 | 0.0873 | 0.9308 | 0.9648 |
| 0.3752 | 8.3740 | 1030 | 0.9119 | 0.0873 | 0.9119 | 0.9549 |
| 0.3752 | 8.3902 | 1032 | 0.8811 | 0.1000 | 0.8811 | 0.9387 |
| 0.3752 | 8.4065 | 1034 | 0.8360 | 0.1000 | 0.8360 | 0.9144 |
| 0.3752 | 8.4228 | 1036 | 0.8002 | 0.1000 | 0.8002 | 0.8945 |
| 0.3752 | 8.4390 | 1038 | 0.7929 | 0.1000 | 0.7929 | 0.8905 |
| 0.3752 | 8.4553 | 1040 | 0.8253 | 0.1000 | 0.8253 | 0.9084 |
| 0.3752 | 8.4715 | 1042 | 0.8789 | 0.1000 | 0.8789 | 0.9375 |
| 0.3752 | 8.4878 | 1044 | 0.9103 | 0.0797 | 0.9103 | 0.9541 |
| 0.3752 | 8.5041 | 1046 | 0.9624 | 0.0692 | 0.9624 | 0.9810 |
| 0.3752 | 8.5203 | 1048 | 0.9818 | 0.0692 | 0.9818 | 0.9909 |
| 0.3752 | 8.5366 | 1050 | 0.9537 | 0.0692 | 0.9537 | 0.9766 |
| 0.3752 | 8.5528 | 1052 | 0.9430 | 0.0692 | 0.9430 | 0.9711 |
| 0.3752 | 8.5691 | 1054 | 0.9295 | 0.0797 | 0.9295 | 0.9641 |
| 0.3752 | 8.5854 | 1056 | 0.9158 | 0.0797 | 0.9158 | 0.9570 |
| 0.3752 | 8.6016 | 1058 | 0.9433 | 0.0692 | 0.9433 | 0.9713 |
| 0.3752 | 8.6179 | 1060 | 1.0155 | 0.0692 | 1.0155 | 1.0077 |
| 0.3752 | 8.6341 | 1062 | 1.0472 | 0.0692 | 1.0472 | 1.0233 |
| 0.3752 | 8.6504 | 1064 | 1.0525 | 0.0692 | 1.0525 | 1.0259 |
| 0.3752 | 8.6667 | 1066 | 1.0578 | 0.0692 | 1.0578 | 1.0285 |
| 0.3752 | 8.6829 | 1068 | 1.0243 | 0.0692 | 1.0243 | 1.0121 |
| 0.3752 | 8.6992 | 1070 | 1.0292 | 0.0692 | 1.0292 | 1.0145 |
| 0.3752 | 8.7154 | 1072 | 1.0246 | 0.0692 | 1.0246 | 1.0122 |
| 0.3752 | 8.7317 | 1074 | 1.0433 | 0.0692 | 1.0433 | 1.0214 |
| 0.3752 | 8.7480 | 1076 | 1.0278 | 0.0692 | 1.0278 | 1.0138 |
| 0.3752 | 8.7642 | 1078 | 0.9973 | 0.0692 | 0.9973 | 0.9986 |
| 0.3752 | 8.7805 | 1080 | 0.9750 | 0.0692 | 0.9750 | 0.9874 |
| 0.3752 | 8.7967 | 1082 | 0.9470 | 0.0692 | 0.9470 | 0.9731 |
| 0.3752 | 8.8130 | 1084 | 0.9492 | 0.0692 | 0.9492 | 0.9742 |
| 0.3752 | 8.8293 | 1086 | 0.9302 | 0.0692 | 0.9302 | 0.9645 |
| 0.3752 | 8.8455 | 1088 | 0.8815 | 0.1000 | 0.8815 | 0.9389 |
| 0.3752 | 8.8618 | 1090 | 0.8300 | 0.1000 | 0.8300 | 0.9110 |
| 0.3752 | 8.8780 | 1092 | 0.8063 | 0.1000 | 0.8063 | 0.8979 |
| 0.3752 | 8.8943 | 1094 | 0.8152 | 0.1000 | 0.8152 | 0.9029 |
| 0.3752 | 8.9106 | 1096 | 0.8339 | 0.1000 | 0.8339 | 0.9132 |
| 0.3752 | 8.9268 | 1098 | 0.8603 | 0.1000 | 0.8603 | 0.9275 |
| 0.3752 | 8.9431 | 1100 | 0.8989 | 0.0797 | 0.8989 | 0.9481 |
| 0.3752 | 8.9593 | 1102 | 0.9377 | 0.0692 | 0.9377 | 0.9683 |
| 0.3752 | 8.9756 | 1104 | 0.9630 | 0.0692 | 0.9630 | 0.9813 |
| 0.3752 | 8.9919 | 1106 | 0.9653 | 0.0692 | 0.9653 | 0.9825 |
| 0.3752 | 9.0081 | 1108 | 0.9604 | 0.0692 | 0.9604 | 0.9800 |
| 0.3752 | 9.0244 | 1110 | 0.9689 | 0.0692 | 0.9689 | 0.9843 |
| 0.3752 | 9.0407 | 1112 | 0.9730 | 0.0692 | 0.9730 | 0.9864 |
| 0.3752 | 9.0569 | 1114 | 0.9725 | 0.0692 | 0.9725 | 0.9862 |
| 0.3752 | 9.0732 | 1116 | 0.9811 | 0.0692 | 0.9811 | 0.9905 |
| 0.3752 | 9.0894 | 1118 | 0.9781 | 0.0692 | 0.9781 | 0.9890 |
| 0.3752 | 9.1057 | 1120 | 0.9669 | 0.0692 | 0.9669 | 0.9833 |
| 0.3752 | 9.1220 | 1122 | 0.9475 | 0.0692 | 0.9475 | 0.9734 |
| 0.3752 | 9.1382 | 1124 | 0.9103 | 0.0692 | 0.9103 | 0.9541 |
| 0.3752 | 9.1545 | 1126 | 0.8849 | 0.0692 | 0.8849 | 0.9407 |
| 0.3752 | 9.1707 | 1128 | 0.8837 | 0.0692 | 0.8837 | 0.9401 |
| 0.3752 | 9.1870 | 1130 | 0.8872 | 0.0692 | 0.8872 | 0.9419 |
| 0.3752 | 9.2033 | 1132 | 0.8829 | 0.0692 | 0.8829 | 0.9396 |
| 0.3752 | 9.2195 | 1134 | 0.8847 | 0.0692 | 0.8847 | 0.9406 |
| 0.3752 | 9.2358 | 1136 | 0.8848 | 0.0692 | 0.8848 | 0.9407 |
| 0.3752 | 9.2520 | 1138 | 0.8971 | 0.0692 | 0.8971 | 0.9471 |
| 0.3752 | 9.2683 | 1140 | 0.9242 | 0.0692 | 0.9242 | 0.9614 |
| 0.3752 | 9.2846 | 1142 | 0.9458 | 0.0692 | 0.9458 | 0.9725 |
| 0.3752 | 9.3008 | 1144 | 0.9626 | 0.0692 | 0.9626 | 0.9811 |
| 0.3752 | 9.3171 | 1146 | 0.9773 | -0.0223 | 0.9773 | 0.9886 |
| 0.3752 | 9.3333 | 1148 | 0.9868 | -0.0223 | 0.9868 | 0.9934 |
| 0.3752 | 9.3496 | 1150 | 0.9749 | 0.0692 | 0.9749 | 0.9873 |
| 0.3752 | 9.3659 | 1152 | 0.9412 | 0.0692 | 0.9412 | 0.9701 |
| 0.3752 | 9.3821 | 1154 | 0.8980 | 0.0692 | 0.8980 | 0.9476 |
| 0.3752 | 9.3984 | 1156 | 0.8574 | 0.0797 | 0.8574 | 0.9259 |
| 0.3752 | 9.4146 | 1158 | 0.8273 | 0.1000 | 0.8273 | 0.9096 |
| 0.3752 | 9.4309 | 1160 | 0.8099 | 0.1137 | 0.8099 | 0.9000 |
| 0.3752 | 9.4472 | 1162 | 0.7983 | 0.1444 | 0.7983 | 0.8935 |
| 0.3752 | 9.4634 | 1164 | 0.7986 | 0.1444 | 0.7986 | 0.8936 |
| 0.3752 | 9.4797 | 1166 | 0.7972 | 0.1444 | 0.7972 | 0.8928 |
| 0.3752 | 9.4959 | 1168 | 0.7977 | 0.1137 | 0.7977 | 0.8931 |
| 0.3752 | 9.5122 | 1170 | 0.7942 | 0.1444 | 0.7942 | 0.8912 |
| 0.3752 | 9.5285 | 1172 | 0.7985 | 0.1137 | 0.7985 | 0.8936 |
| 0.3752 | 9.5447 | 1174 | 0.8080 | 0.1137 | 0.8080 | 0.8989 |
| 0.3752 | 9.5610 | 1176 | 0.8252 | 0.1000 | 0.8252 | 0.9084 |
| 0.3752 | 9.5772 | 1178 | 0.8441 | 0.0797 | 0.8441 | 0.9187 |
| 0.3752 | 9.5935 | 1180 | 0.8653 | 0.0797 | 0.8653 | 0.9302 |
| 0.3752 | 9.6098 | 1182 | 0.8767 | 0.0797 | 0.8767 | 0.9363 |
| 0.3752 | 9.6260 | 1184 | 0.8810 | 0.0797 | 0.8810 | 0.9386 |
| 0.3752 | 9.6423 | 1186 | 0.8841 | 0.0797 | 0.8841 | 0.9403 |
| 0.3752 | 9.6585 | 1188 | 0.8874 | 0.0797 | 0.8874 | 0.9420 |
| 0.3752 | 9.6748 | 1190 | 0.8944 | 0.0797 | 0.8944 | 0.9457 |
| 0.3752 | 9.6911 | 1192 | 0.8930 | 0.0797 | 0.8930 | 0.9450 |
| 0.3752 | 9.7073 | 1194 | 0.8875 | 0.0797 | 0.8875 | 0.9420 |
| 0.3752 | 9.7236 | 1196 | 0.8743 | 0.0797 | 0.8743 | 0.9350 |
| 0.3752 | 9.7398 | 1198 | 0.8557 | 0.0797 | 0.8557 | 0.9250 |
| 0.3752 | 9.7561 | 1200 | 0.8396 | 0.0909 | 0.8396 | 0.9163 |
| 0.3752 | 9.7724 | 1202 | 0.8259 | 0.1137 | 0.8259 | 0.9088 |
| 0.3752 | 9.7886 | 1204 | 0.8196 | 0.1137 | 0.8196 | 0.9053 |
| 0.3752 | 9.8049 | 1206 | 0.8184 | 0.1137 | 0.8184 | 0.9047 |
| 0.3752 | 9.8211 | 1208 | 0.8222 | 0.1137 | 0.8222 | 0.9068 |
| 0.3752 | 9.8374 | 1210 | 0.8294 | 0.1137 | 0.8294 | 0.9107 |
| 0.3752 | 9.8537 | 1212 | 0.8351 | 0.0909 | 0.8351 | 0.9138 |
| 0.3752 | 9.8699 | 1214 | 0.8405 | 0.0909 | 0.8405 | 0.9168 |
| 0.3752 | 9.8862 | 1216 | 0.8411 | 0.0909 | 0.8411 | 0.9171 |
| 0.3752 | 9.9024 | 1218 | 0.8408 | 0.0909 | 0.8408 | 0.9170 |
| 0.3752 | 9.9187 | 1220 | 0.8434 | 0.0797 | 0.8434 | 0.9184 |
| 0.3752 | 9.9350 | 1222 | 0.8449 | 0.0797 | 0.8449 | 0.9192 |
| 0.3752 | 9.9512 | 1224 | 0.8465 | 0.0797 | 0.8465 | 0.9200 |
| 0.3752 | 9.9675 | 1226 | 0.8478 | 0.0797 | 0.8478 | 0.9207 |
| 0.3752 | 9.9837 | 1228 | 0.8491 | 0.0797 | 0.8491 | 0.9215 |
| 0.3752 | 10.0 | 1230 | 0.8496 | 0.0797 | 0.8496 | 0.9217 |
### Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
|