--- library_name: transformers base_model: aubmindlab/bert-base-arabertv02 tags: - generated_from_trainer model-index: - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task1_organization results: [] --- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task1_organization 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: 1.6016 - Qwk: 0.3286 - Mse: 1.6016 - Rmse: 1.2655 ## 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: 100 ### Training results | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse | |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:| | No log | 0.0241 | 2 | 7.0535 | 0.0116 | 7.0535 | 2.6558 | | No log | 0.0482 | 4 | 4.5761 | 0.0549 | 4.5761 | 2.1392 | | No log | 0.0723 | 6 | 4.1660 | -0.0580 | 4.1660 | 2.0411 | | No log | 0.0964 | 8 | 4.1100 | -0.1238 | 4.1100 | 2.0273 | | No log | 0.1205 | 10 | 2.3068 | 0.1159 | 2.3068 | 1.5188 | | No log | 0.1446 | 12 | 1.7802 | 0.2655 | 1.7802 | 1.3343 | | No log | 0.1687 | 14 | 1.8327 | 0.2182 | 1.8327 | 1.3538 | | No log | 0.1928 | 16 | 1.7787 | 0.0943 | 1.7787 | 1.3337 | | No log | 0.2169 | 18 | 1.9978 | 0.1651 | 1.9978 | 1.4134 | | No log | 0.2410 | 20 | 2.1826 | 0.0 | 2.1826 | 1.4773 | | No log | 0.2651 | 22 | 2.0338 | 0.1682 | 2.0338 | 1.4261 | | No log | 0.2892 | 24 | 1.9379 | 0.1887 | 1.9379 | 1.3921 | | No log | 0.3133 | 26 | 2.0431 | 0.1593 | 2.0431 | 1.4294 | | No log | 0.3373 | 28 | 2.5777 | -0.0429 | 2.5777 | 1.6055 | | No log | 0.3614 | 30 | 2.7116 | 0.0268 | 2.7116 | 1.6467 | | No log | 0.3855 | 32 | 2.2039 | 0.0615 | 2.2039 | 1.4846 | | No log | 0.4096 | 34 | 1.6736 | 0.1887 | 1.6736 | 1.2937 | | No log | 0.4337 | 36 | 1.6071 | 0.2037 | 1.6071 | 1.2677 | | No log | 0.4578 | 38 | 1.5529 | 0.2075 | 1.5529 | 1.2461 | | No log | 0.4819 | 40 | 1.6072 | 0.2202 | 1.6072 | 1.2678 | | No log | 0.5060 | 42 | 2.0652 | 0.1884 | 2.0652 | 1.4371 | | No log | 0.5301 | 44 | 2.3638 | 0.0795 | 2.3638 | 1.5375 | | No log | 0.5542 | 46 | 2.2835 | 0.1486 | 2.2835 | 1.5111 | | No log | 0.5783 | 48 | 2.1154 | 0.1241 | 2.1154 | 1.4544 | | No log | 0.6024 | 50 | 1.7448 | 0.3609 | 1.7448 | 1.3209 | | No log | 0.6265 | 52 | 1.4453 | 0.3478 | 1.4453 | 1.2022 | | No log | 0.6506 | 54 | 1.3415 | 0.2056 | 1.3415 | 1.1582 | | No log | 0.6747 | 56 | 1.2245 | 0.2752 | 1.2245 | 1.1066 | | No log | 0.6988 | 58 | 1.1399 | 0.4174 | 1.1399 | 1.0677 | | No log | 0.7229 | 60 | 1.0823 | 0.3966 | 1.0823 | 1.0404 | | No log | 0.7470 | 62 | 1.0364 | 0.4793 | 1.0364 | 1.0180 | | No log | 0.7711 | 64 | 1.0238 | 0.5082 | 1.0238 | 1.0118 | | No log | 0.7952 | 66 | 1.1069 | 0.4715 | 1.1069 | 1.0521 | | No log | 0.8193 | 68 | 1.3934 | 0.3559 | 1.3934 | 1.1804 | | No log | 0.8434 | 70 | 1.4038 | 0.3866 | 1.4038 | 1.1848 | | No log | 0.8675 | 72 | 1.3209 | 0.4320 | 1.3209 | 1.1493 | | No log | 0.8916 | 74 | 1.2194 | 0.5 | 1.2194 | 1.1042 | | No log | 0.9157 | 76 | 0.9704 | 0.5970 | 0.9704 | 0.9851 | | No log | 0.9398 | 78 | 0.8814 | 0.6418 | 0.8814 | 0.9388 | | No log | 0.9639 | 80 | 1.1444 | 0.5324 | 1.1444 | 1.0698 | | No log | 0.9880 | 82 | 1.1507 | 0.5693 | 1.1507 | 1.0727 | | No log | 1.0120 | 84 | 0.8946 | 0.6370 | 0.8946 | 0.9458 | | No log | 1.0361 | 86 | 0.9198 | 0.5574 | 0.9198 | 0.9591 | | No log | 1.0602 | 88 | 1.0522 | 0.5760 | 1.0522 | 1.0257 | | No log | 1.0843 | 90 | 0.9505 | 0.5827 | 0.9505 | 0.9749 | | No log | 1.1084 | 92 | 1.2916 | 0.5429 | 1.2916 | 1.1365 | | No log | 1.1325 | 94 | 1.4878 | 0.4348 | 1.4878 | 1.2197 | | No log | 1.1566 | 96 | 1.2621 | 0.4812 | 1.2621 | 1.1234 | | No log | 1.1807 | 98 | 1.0465 | 0.6466 | 1.0465 | 1.0230 | | No log | 1.2048 | 100 | 1.0723 | 0.5882 | 1.0723 | 1.0355 | | No log | 1.2289 | 102 | 1.2609 | 0.5547 | 1.2609 | 1.1229 | | No log | 1.2530 | 104 | 1.6170 | 0.3546 | 1.6170 | 1.2716 | | No log | 1.2771 | 106 | 1.6070 | 0.3546 | 1.6070 | 1.2677 | | No log | 1.3012 | 108 | 1.3524 | 0.5 | 1.3524 | 1.1629 | | No log | 1.3253 | 110 | 1.2318 | 0.5362 | 1.2318 | 1.1099 | | No log | 1.3494 | 112 | 1.3280 | 0.5070 | 1.3280 | 1.1524 | | No log | 1.3735 | 114 | 1.6187 | 0.3973 | 1.6187 | 1.2723 | | No log | 1.3976 | 116 | 1.6098 | 0.3472 | 1.6098 | 1.2688 | | No log | 1.4217 | 118 | 1.5339 | 0.3472 | 1.5339 | 1.2385 | | No log | 1.4458 | 120 | 1.1274 | 0.6222 | 1.1274 | 1.0618 | | No log | 1.4699 | 122 | 0.9582 | 0.6466 | 0.9582 | 0.9789 | | No log | 1.4940 | 124 | 0.9436 | 0.6364 | 0.9436 | 0.9714 | | No log | 1.5181 | 126 | 0.9142 | 0.6202 | 0.9142 | 0.9561 | | No log | 1.5422 | 128 | 0.9057 | 0.5984 | 0.9057 | 0.9517 | | No log | 1.5663 | 130 | 0.9193 | 0.6364 | 0.9193 | 0.9588 | | No log | 1.5904 | 132 | 1.0221 | 0.6324 | 1.0221 | 1.0110 | | No log | 1.6145 | 134 | 0.9582 | 0.6423 | 0.9582 | 0.9789 | | No log | 1.6386 | 136 | 0.8241 | 0.6412 | 0.8241 | 0.9078 | | No log | 1.6627 | 138 | 0.8532 | 0.6412 | 0.8532 | 0.9237 | | No log | 1.6867 | 140 | 0.9991 | 0.6617 | 0.9991 | 0.9995 | | No log | 1.7108 | 142 | 1.3742 | 0.4460 | 1.3742 | 1.1722 | | No log | 1.7349 | 144 | 1.4304 | 0.3768 | 1.4304 | 1.1960 | | No log | 1.7590 | 146 | 1.1028 | 0.5802 | 1.1028 | 1.0501 | | No log | 1.7831 | 148 | 0.9185 | 0.6617 | 0.9185 | 0.9584 | | No log | 1.8072 | 150 | 0.9852 | 0.6617 | 0.9852 | 0.9926 | | No log | 1.8313 | 152 | 1.3418 | 0.4638 | 1.3418 | 1.1583 | | No log | 1.8554 | 154 | 1.5722 | 0.3741 | 1.5722 | 1.2539 | | No log | 1.8795 | 156 | 1.5671 | 0.3429 | 1.5671 | 1.2518 | | No log | 1.9036 | 158 | 1.3637 | 0.4493 | 1.3637 | 1.1678 | | No log | 1.9277 | 160 | 1.1873 | 0.5109 | 1.1873 | 1.0896 | | No log | 1.9518 | 162 | 1.3100 | 0.4706 | 1.3100 | 1.1446 | | No log | 1.9759 | 164 | 1.4025 | 0.4493 | 1.4025 | 1.1843 | | No log | 2.0 | 166 | 1.4337 | 0.4706 | 1.4337 | 1.1974 | | No log | 2.0241 | 168 | 1.3280 | 0.4925 | 1.3280 | 1.1524 | | No log | 2.0482 | 170 | 1.1697 | 0.5538 | 1.1697 | 1.0815 | | No log | 2.0723 | 172 | 1.0816 | 0.6061 | 1.0816 | 1.0400 | | No log | 2.0964 | 174 | 1.1443 | 0.5481 | 1.1443 | 1.0697 | | No log | 2.1205 | 176 | 1.1764 | 0.5072 | 1.1764 | 1.0846 | | No log | 2.1446 | 178 | 1.3870 | 0.4615 | 1.3870 | 1.1777 | | No log | 2.1687 | 180 | 1.5326 | 0.3885 | 1.5326 | 1.2380 | | No log | 2.1928 | 182 | 1.6417 | 0.3714 | 1.6417 | 1.2813 | | No log | 2.2169 | 184 | 1.5423 | 0.4058 | 1.5423 | 1.2419 | | No log | 2.2410 | 186 | 1.5201 | 0.4058 | 1.5201 | 1.2329 | | No log | 2.2651 | 188 | 1.7213 | 0.3380 | 1.7213 | 1.3120 | | No log | 2.2892 | 190 | 2.0810 | 0.2345 | 2.0810 | 1.4426 | | No log | 2.3133 | 192 | 1.8845 | 0.2657 | 1.8845 | 1.3728 | | No log | 2.3373 | 194 | 1.4520 | 0.4559 | 1.4520 | 1.2050 | | No log | 2.3614 | 196 | 1.2997 | 0.4818 | 1.2997 | 1.1400 | | No log | 2.3855 | 198 | 1.4418 | 0.4380 | 1.4418 | 1.2007 | | No log | 2.4096 | 200 | 1.5582 | 0.4173 | 1.5582 | 1.2483 | | No log | 2.4337 | 202 | 1.7181 | 0.3262 | 1.7181 | 1.3108 | | No log | 2.4578 | 204 | 1.7092 | 0.3429 | 1.7092 | 1.3073 | | No log | 2.4819 | 206 | 1.5325 | 0.3768 | 1.5325 | 1.2379 | | No log | 2.5060 | 208 | 1.2473 | 0.4662 | 1.2473 | 1.1168 | | No log | 2.5301 | 210 | 1.1974 | 0.4651 | 1.1974 | 1.0943 | | No log | 2.5542 | 212 | 1.0792 | 0.5455 | 1.0792 | 1.0389 | | No log | 2.5783 | 214 | 1.0000 | 0.5802 | 1.0000 | 1.0000 | | No log | 2.6024 | 216 | 1.0046 | 0.5909 | 1.0046 | 1.0023 | | No log | 2.6265 | 218 | 1.2943 | 0.4714 | 1.2943 | 1.1377 | | No log | 2.6506 | 220 | 1.7403 | 0.3521 | 1.7403 | 1.3192 | | No log | 2.6747 | 222 | 1.7153 | 0.3724 | 1.7153 | 1.3097 | | No log | 2.6988 | 224 | 1.4392 | 0.4397 | 1.4392 | 1.1996 | | No log | 2.7229 | 226 | 1.2825 | 0.4776 | 1.2825 | 1.1325 | | No log | 2.7470 | 228 | 1.3957 | 0.4478 | 1.3957 | 1.1814 | | No log | 2.7711 | 230 | 1.2775 | 0.4697 | 1.2775 | 1.1302 | | No log | 2.7952 | 232 | 1.0204 | 0.5366 | 1.0204 | 1.0101 | | No log | 2.8193 | 234 | 0.9367 | 0.5968 | 0.9367 | 0.9678 | | No log | 2.8434 | 236 | 0.8889 | 0.6080 | 0.8889 | 0.9428 | | No log | 2.8675 | 238 | 0.9426 | 0.5984 | 0.9426 | 0.9709 | | No log | 2.8916 | 240 | 1.0586 | 0.5385 | 1.0586 | 1.0289 | | No log | 2.9157 | 242 | 1.3371 | 0.4733 | 1.3371 | 1.1563 | | No log | 2.9398 | 244 | 1.4546 | 0.4478 | 1.4546 | 1.2061 | | No log | 2.9639 | 246 | 1.4639 | 0.4478 | 1.4639 | 1.2099 | | No log | 2.9880 | 248 | 1.5097 | 0.4478 | 1.5097 | 1.2287 | | No log | 3.0120 | 250 | 1.7999 | 0.3262 | 1.7999 | 1.3416 | | No log | 3.0361 | 252 | 1.8431 | 0.3000 | 1.8431 | 1.3576 | | No log | 3.0602 | 254 | 1.4869 | 0.4478 | 1.4869 | 1.2194 | | No log | 3.0843 | 256 | 1.1492 | 0.5113 | 1.1492 | 1.0720 | | No log | 3.1084 | 258 | 1.0706 | 0.5512 | 1.0706 | 1.0347 | | No log | 3.1325 | 260 | 1.1423 | 0.5538 | 1.1423 | 1.0688 | | No log | 3.1566 | 262 | 1.3710 | 0.4733 | 1.3710 | 1.1709 | | No log | 3.1807 | 264 | 1.4284 | 0.4662 | 1.4284 | 1.1952 | | No log | 3.2048 | 266 | 1.2393 | 0.5191 | 1.2393 | 1.1132 | | No log | 3.2289 | 268 | 1.1646 | 0.544 | 1.1646 | 1.0792 | | No log | 3.2530 | 270 | 1.1930 | 0.5669 | 1.1930 | 1.0923 | | No log | 3.2771 | 272 | 1.2215 | 0.5191 | 1.2215 | 1.1052 | | No log | 3.3012 | 274 | 1.3737 | 0.4925 | 1.3737 | 1.1720 | | No log | 3.3253 | 276 | 1.3178 | 0.5113 | 1.3178 | 1.1479 | | No log | 3.3494 | 278 | 1.1196 | 0.5669 | 1.1196 | 1.0581 | | No log | 3.3735 | 280 | 1.0271 | 0.6047 | 1.0271 | 1.0135 | | No log | 3.3976 | 282 | 1.0736 | 0.56 | 1.0736 | 1.0361 | | No log | 3.4217 | 284 | 1.3019 | 0.5231 | 1.3019 | 1.1410 | | No log | 3.4458 | 286 | 1.5609 | 0.4308 | 1.5609 | 1.2494 | | No log | 3.4699 | 288 | 1.4716 | 0.4580 | 1.4716 | 1.2131 | | No log | 3.4940 | 290 | 1.2008 | 0.5469 | 1.2008 | 1.0958 | | No log | 3.5181 | 292 | 0.9975 | 0.5203 | 0.9975 | 0.9988 | | No log | 3.5422 | 294 | 0.9636 | 0.5484 | 0.9636 | 0.9816 | | No log | 3.5663 | 296 | 1.0876 | 0.5152 | 1.0876 | 1.0429 | | No log | 3.5904 | 298 | 1.2141 | 0.5152 | 1.2141 | 1.1019 | | No log | 3.6145 | 300 | 1.1820 | 0.5414 | 1.1820 | 1.0872 | | No log | 3.6386 | 302 | 0.9703 | 0.5821 | 0.9703 | 0.9851 | | No log | 3.6627 | 304 | 0.8717 | 0.6074 | 0.8717 | 0.9336 | | No log | 3.6867 | 306 | 0.9271 | 0.5821 | 0.9271 | 0.9628 | | No log | 3.7108 | 308 | 1.0756 | 0.5455 | 1.0756 | 1.0371 | | No log | 3.7349 | 310 | 1.1876 | 0.5191 | 1.1876 | 1.0898 | | No log | 3.7590 | 312 | 1.0722 | 0.5455 | 1.0722 | 1.0355 | | No log | 3.7831 | 314 | 0.9636 | 0.5714 | 0.9636 | 0.9816 | | No log | 3.8072 | 316 | 1.0066 | 0.5344 | 1.0066 | 1.0033 | | No log | 3.8313 | 318 | 1.1290 | 0.5191 | 1.1290 | 1.0626 | | No log | 3.8554 | 320 | 1.1767 | 0.5191 | 1.1767 | 1.0848 | | No log | 3.8795 | 322 | 1.1239 | 0.5191 | 1.1239 | 1.0602 | | No log | 3.9036 | 324 | 1.0487 | 0.5564 | 1.0487 | 1.0241 | | No log | 3.9277 | 326 | 1.0388 | 0.5455 | 1.0388 | 1.0192 | | No log | 3.9518 | 328 | 1.1675 | 0.5152 | 1.1675 | 1.0805 | | No log | 3.9759 | 330 | 1.3779 | 0.5113 | 1.3779 | 1.1738 | | No log | 4.0 | 332 | 1.3554 | 0.5152 | 1.3554 | 1.1642 | | No log | 4.0241 | 334 | 1.2134 | 0.5152 | 1.2134 | 1.1016 | | No log | 4.0482 | 336 | 0.9900 | 0.5625 | 0.9900 | 0.9950 | | No log | 4.0723 | 338 | 0.9420 | 0.5873 | 0.9420 | 0.9705 | | No log | 4.0964 | 340 | 1.0225 | 0.5891 | 1.0225 | 1.0112 | | No log | 4.1205 | 342 | 1.1951 | 0.5152 | 1.1951 | 1.0932 | | No log | 4.1446 | 344 | 1.2961 | 0.5152 | 1.2961 | 1.1385 | | No log | 4.1687 | 346 | 1.4292 | 0.4559 | 1.4292 | 1.1955 | | No log | 4.1928 | 348 | 1.2774 | 0.5152 | 1.2774 | 1.1302 | | No log | 4.2169 | 350 | 1.1195 | 0.5606 | 1.1195 | 1.0581 | | No log | 4.2410 | 352 | 1.1138 | 0.5606 | 1.1138 | 1.0554 | | No log | 4.2651 | 354 | 1.2406 | 0.5303 | 1.2406 | 1.1138 | | No log | 4.2892 | 356 | 1.5648 | 0.3741 | 1.5648 | 1.2509 | | No log | 4.3133 | 358 | 1.8741 | 0.3380 | 1.8741 | 1.3690 | | No log | 4.3373 | 360 | 1.7427 | 0.3404 | 1.7427 | 1.3201 | | No log | 4.3614 | 362 | 1.3424 | 0.4511 | 1.3424 | 1.1586 | | No log | 4.3855 | 364 | 1.1166 | 0.5714 | 1.1166 | 1.0567 | | No log | 4.4096 | 366 | 1.0992 | 0.56 | 1.0992 | 1.0484 | | No log | 4.4337 | 368 | 1.1318 | 0.5323 | 1.1318 | 1.0639 | | No log | 4.4578 | 370 | 1.2329 | 0.4806 | 1.2329 | 1.1103 | | No log | 4.4819 | 372 | 1.4213 | 0.4444 | 1.4213 | 1.1922 | | No log | 4.5060 | 374 | 1.4564 | 0.4444 | 1.4564 | 1.2068 | | No log | 4.5301 | 376 | 1.3222 | 0.4962 | 1.3222 | 1.1499 | | No log | 4.5542 | 378 | 1.4018 | 0.4925 | 1.4018 | 1.1840 | | No log | 4.5783 | 380 | 1.4156 | 0.5075 | 1.4156 | 1.1898 | | No log | 4.6024 | 382 | 1.3613 | 0.4812 | 1.3613 | 1.1667 | | No log | 4.6265 | 384 | 1.3552 | 0.4848 | 1.3552 | 1.1641 | | No log | 4.6506 | 386 | 1.3595 | 0.4662 | 1.3595 | 1.1660 | | No log | 4.6747 | 388 | 1.2453 | 0.4697 | 1.2453 | 1.1159 | | No log | 4.6988 | 390 | 1.0693 | 0.5077 | 1.0693 | 1.0341 | | No log | 4.7229 | 392 | 0.9408 | 0.5649 | 0.9408 | 0.9700 | | No log | 4.7470 | 394 | 0.8405 | 0.6154 | 0.8405 | 0.9168 | | No log | 4.7711 | 396 | 0.9451 | 0.5909 | 0.9451 | 0.9721 | | No log | 4.7952 | 398 | 1.3524 | 0.4627 | 1.3524 | 1.1629 | | No log | 4.8193 | 400 | 1.6046 | 0.3358 | 1.6046 | 1.2667 | | No log | 4.8434 | 402 | 1.5525 | 0.3676 | 1.5525 | 1.2460 | | No log | 4.8675 | 404 | 1.4838 | 0.4030 | 1.4838 | 1.2181 | | No log | 4.8916 | 406 | 1.4547 | 0.4296 | 1.4547 | 1.2061 | | No log | 4.9157 | 408 | 1.5076 | 0.4118 | 1.5076 | 1.2279 | | No log | 4.9398 | 410 | 1.4775 | 0.4296 | 1.4775 | 1.2155 | | No log | 4.9639 | 412 | 1.3751 | 0.5185 | 1.3751 | 1.1727 | | No log | 4.9880 | 414 | 1.3937 | 0.5185 | 1.3937 | 1.1806 | | No log | 5.0120 | 416 | 1.5661 | 0.3404 | 1.5661 | 1.2514 | | No log | 5.0361 | 418 | 1.8253 | 0.3217 | 1.8253 | 1.3511 | | No log | 5.0602 | 420 | 1.8166 | 0.3217 | 1.8166 | 1.3478 | | No log | 5.0843 | 422 | 1.6137 | 0.3714 | 1.6137 | 1.2703 | | No log | 5.1084 | 424 | 1.3698 | 0.4593 | 1.3698 | 1.1704 | | No log | 5.1325 | 426 | 1.2721 | 0.5191 | 1.2721 | 1.1279 | | No log | 5.1566 | 428 | 1.2150 | 0.5077 | 1.2150 | 1.1023 | | No log | 5.1807 | 430 | 1.2479 | 0.5191 | 1.2479 | 1.1171 | | No log | 5.2048 | 432 | 1.3431 | 0.4812 | 1.3431 | 1.1589 | | No log | 5.2289 | 434 | 1.4460 | 0.4593 | 1.4460 | 1.2025 | | No log | 5.2530 | 436 | 1.4801 | 0.4412 | 1.4801 | 1.2166 | | No log | 5.2771 | 438 | 1.5202 | 0.4234 | 1.5202 | 1.2330 | | No log | 5.3012 | 440 | 1.3730 | 0.4593 | 1.3730 | 1.1717 | | No log | 5.3253 | 442 | 1.3274 | 0.4638 | 1.3274 | 1.1521 | | No log | 5.3494 | 444 | 1.3138 | 0.4593 | 1.3138 | 1.1462 | | No log | 5.3735 | 446 | 1.1872 | 0.5077 | 1.1872 | 1.0896 | | No log | 5.3976 | 448 | 1.1774 | 0.5116 | 1.1774 | 1.0851 | | No log | 5.4217 | 450 | 1.3281 | 0.5038 | 1.3281 | 1.1524 | | No log | 5.4458 | 452 | 1.3614 | 0.5038 | 1.3614 | 1.1668 | | No log | 5.4699 | 454 | 1.3607 | 0.4697 | 1.3607 | 1.1665 | | No log | 5.4940 | 456 | 1.3572 | 0.4234 | 1.3572 | 1.1650 | | No log | 5.5181 | 458 | 1.4142 | 0.4173 | 1.4142 | 1.1892 | | No log | 5.5422 | 460 | 1.4306 | 0.4173 | 1.4306 | 1.1961 | | No log | 5.5663 | 462 | 1.4186 | 0.4493 | 1.4186 | 1.1910 | | No log | 5.5904 | 464 | 1.4126 | 0.4511 | 1.4126 | 1.1885 | | No log | 5.6145 | 466 | 1.4043 | 0.4848 | 1.4043 | 1.1850 | | No log | 5.6386 | 468 | 1.5391 | 0.4412 | 1.5391 | 1.2406 | | No log | 5.6627 | 470 | 1.5639 | 0.4412 | 1.5639 | 1.2506 | | No log | 5.6867 | 472 | 1.5751 | 0.4203 | 1.5751 | 1.2550 | | No log | 5.7108 | 474 | 1.5039 | 0.4412 | 1.5039 | 1.2263 | | No log | 5.7349 | 476 | 1.5835 | 0.4234 | 1.5835 | 1.2584 | | No log | 5.7590 | 478 | 1.6699 | 0.3623 | 1.6699 | 1.2922 | | No log | 5.7831 | 480 | 1.5787 | 0.3650 | 1.5787 | 1.2565 | | No log | 5.8072 | 482 | 1.4411 | 0.4776 | 1.4411 | 1.2005 | | No log | 5.8313 | 484 | 1.5531 | 0.4088 | 1.5531 | 1.2462 | | No log | 5.8554 | 486 | 1.6900 | 0.3741 | 1.6900 | 1.3000 | | No log | 5.8795 | 488 | 1.5624 | 0.4148 | 1.5624 | 1.2500 | | No log | 5.9036 | 490 | 1.4845 | 0.4427 | 1.4845 | 1.2184 | | No log | 5.9277 | 492 | 1.3506 | 0.4531 | 1.3506 | 1.1622 | | No log | 5.9518 | 494 | 1.2971 | 0.4923 | 1.2971 | 1.1389 | | No log | 5.9759 | 496 | 1.3787 | 0.4962 | 1.3787 | 1.1742 | | No log | 6.0 | 498 | 1.4123 | 0.4925 | 1.4123 | 1.1884 | | 0.3772 | 6.0241 | 500 | 1.5781 | 0.3741 | 1.5781 | 1.2562 | | 0.3772 | 6.0482 | 502 | 1.7762 | 0.3239 | 1.7762 | 1.3327 | | 0.3772 | 6.0723 | 504 | 1.8174 | 0.3239 | 1.8174 | 1.3481 | | 0.3772 | 6.0964 | 506 | 1.7573 | 0.2979 | 1.7573 | 1.3256 | | 0.3772 | 6.1205 | 508 | 1.5410 | 0.4444 | 1.5410 | 1.2414 | | 0.3772 | 6.1446 | 510 | 1.3081 | 0.5397 | 1.3081 | 1.1437 | | 0.3772 | 6.1687 | 512 | 1.2161 | 0.5203 | 1.2161 | 1.1028 | | 0.3772 | 6.1928 | 514 | 1.2107 | 0.5203 | 1.2107 | 1.1003 | | 0.3772 | 6.2169 | 516 | 1.2641 | 0.5397 | 1.2641 | 1.1243 | | 0.3772 | 6.2410 | 518 | 1.4282 | 0.4923 | 1.4282 | 1.1951 | | 0.3772 | 6.2651 | 520 | 1.5659 | 0.3881 | 1.5659 | 1.2513 | | 0.3772 | 6.2892 | 522 | 1.4932 | 0.4211 | 1.4932 | 1.2220 | | 0.3772 | 6.3133 | 524 | 1.2848 | 0.5191 | 1.2848 | 1.1335 | | 0.3772 | 6.3373 | 526 | 1.0898 | 0.5397 | 1.0898 | 1.0439 | | 0.3772 | 6.3614 | 528 | 1.0422 | 0.5512 | 1.0422 | 1.0209 | | 0.3772 | 6.3855 | 530 | 1.1494 | 0.5191 | 1.1494 | 1.0721 | | 0.3772 | 6.4096 | 532 | 1.4765 | 0.4380 | 1.4765 | 1.2151 | | 0.3772 | 6.4337 | 534 | 1.8048 | 0.2714 | 1.8048 | 1.3434 | | 0.3772 | 6.4578 | 536 | 1.8955 | 0.2979 | 1.8955 | 1.3768 | | 0.3772 | 6.4819 | 538 | 1.8008 | 0.3239 | 1.8008 | 1.3420 | | 0.3772 | 6.5060 | 540 | 1.5765 | 0.3885 | 1.5765 | 1.2556 | | 0.3772 | 6.5301 | 542 | 1.4440 | 0.4265 | 1.4440 | 1.2017 | | 0.3772 | 6.5542 | 544 | 1.2168 | 0.5564 | 1.2168 | 1.1031 | | 0.3772 | 6.5783 | 546 | 1.0882 | 0.5496 | 1.0882 | 1.0432 | | 0.3772 | 6.6024 | 548 | 1.1056 | 0.5116 | 1.1056 | 1.0515 | | 0.3772 | 6.6265 | 550 | 1.2046 | 0.5191 | 1.2046 | 1.0976 | | 0.3772 | 6.6506 | 552 | 1.3649 | 0.5 | 1.3649 | 1.1683 | | 0.3772 | 6.6747 | 554 | 1.4103 | 0.5 | 1.4103 | 1.1876 | | 0.3772 | 6.6988 | 556 | 1.3164 | 0.5 | 1.3164 | 1.1474 | | 0.3772 | 6.7229 | 558 | 1.2508 | 0.5116 | 1.2508 | 1.1184 | | 0.3772 | 6.7470 | 560 | 1.1274 | 0.5116 | 1.1274 | 1.0618 | | 0.3772 | 6.7711 | 562 | 1.0809 | 0.5312 | 1.0809 | 1.0397 | | 0.3772 | 6.7952 | 564 | 1.1452 | 0.5116 | 1.1452 | 1.0701 | | 0.3772 | 6.8193 | 566 | 1.1975 | 0.5116 | 1.1975 | 1.0943 | | 0.3772 | 6.8434 | 568 | 1.2800 | 0.5231 | 1.2800 | 1.1314 | | 0.3772 | 6.8675 | 570 | 1.2578 | 0.5116 | 1.2578 | 1.1215 | | 0.3772 | 6.8916 | 572 | 1.2092 | 0.5197 | 1.2092 | 1.0996 | | 0.3772 | 6.9157 | 574 | 1.2113 | 0.5 | 1.2113 | 1.1006 | | 0.3772 | 6.9398 | 576 | 1.2430 | 0.5116 | 1.2430 | 1.1149 | | 0.3772 | 6.9639 | 578 | 1.3540 | 0.5191 | 1.3540 | 1.1636 | | 0.3772 | 6.9880 | 580 | 1.4095 | 0.5 | 1.4095 | 1.1872 | | 0.3772 | 7.0120 | 582 | 1.4586 | 0.5 | 1.4586 | 1.2077 | | 0.3772 | 7.0361 | 584 | 1.3554 | 0.5191 | 1.3554 | 1.1642 | | 0.3772 | 7.0602 | 586 | 1.1819 | 0.5 | 1.1819 | 1.0872 | | 0.3772 | 7.0843 | 588 | 1.0720 | 0.5827 | 1.0720 | 1.0354 | | 0.3772 | 7.1084 | 590 | 1.0910 | 0.5528 | 1.0910 | 1.0445 | | 0.3772 | 7.1325 | 592 | 1.1902 | 0.544 | 1.1902 | 1.0910 | | 0.3772 | 7.1566 | 594 | 1.3187 | 0.4923 | 1.3187 | 1.1484 | | 0.3772 | 7.1807 | 596 | 1.3675 | 0.4733 | 1.3675 | 1.1694 | | 0.3772 | 7.2048 | 598 | 1.2901 | 0.4923 | 1.2901 | 1.1358 | | 0.3772 | 7.2289 | 600 | 1.1311 | 0.5156 | 1.1311 | 1.0635 | | 0.3772 | 7.2530 | 602 | 1.0749 | 0.5984 | 1.0749 | 1.0368 | | 0.3772 | 7.2771 | 604 | 1.1162 | 0.5714 | 1.1162 | 1.0565 | | 0.3772 | 7.3012 | 606 | 1.2664 | 0.5191 | 1.2664 | 1.1253 | | 0.3772 | 7.3253 | 608 | 1.4504 | 0.4296 | 1.4504 | 1.2043 | | 0.3772 | 7.3494 | 610 | 1.4681 | 0.4296 | 1.4681 | 1.2116 | | 0.3772 | 7.3735 | 612 | 1.3449 | 0.5191 | 1.3449 | 1.1597 | | 0.3772 | 7.3976 | 614 | 1.2774 | 0.5191 | 1.2774 | 1.1302 | | 0.3772 | 7.4217 | 616 | 1.2283 | 0.5397 | 1.2283 | 1.1083 | | 0.3772 | 7.4458 | 618 | 1.2725 | 0.5191 | 1.2725 | 1.1280 | | 0.3772 | 7.4699 | 620 | 1.4143 | 0.4662 | 1.4143 | 1.1893 | | 0.3772 | 7.4940 | 622 | 1.5669 | 0.3885 | 1.5669 | 1.2518 | | 0.3772 | 7.5181 | 624 | 1.5450 | 0.3885 | 1.5450 | 1.2430 | | 0.3772 | 7.5422 | 626 | 1.5071 | 0.4412 | 1.5071 | 1.2276 | | 0.3772 | 7.5663 | 628 | 1.5153 | 0.4412 | 1.5153 | 1.2310 | | 0.3772 | 7.5904 | 630 | 1.4030 | 0.4593 | 1.4030 | 1.1845 | | 0.3772 | 7.6145 | 632 | 1.1440 | 0.5191 | 1.1440 | 1.0696 | | 0.3772 | 7.6386 | 634 | 1.0423 | 0.528 | 1.0423 | 1.0209 | | 0.3772 | 7.6627 | 636 | 1.0538 | 0.528 | 1.0538 | 1.0266 | | 0.3772 | 7.6867 | 638 | 1.1497 | 0.5385 | 1.1497 | 1.0722 | | 0.3772 | 7.7108 | 640 | 1.3530 | 0.4812 | 1.3530 | 1.1632 | | 0.3772 | 7.7349 | 642 | 1.5512 | 0.3971 | 1.5512 | 1.2455 | | 0.3772 | 7.7590 | 644 | 1.5633 | 0.4148 | 1.5633 | 1.2503 | | 0.3772 | 7.7831 | 646 | 1.4089 | 0.4848 | 1.4089 | 1.1870 | | 0.3772 | 7.8072 | 648 | 1.2680 | 0.5191 | 1.2680 | 1.1260 | | 0.3772 | 7.8313 | 650 | 1.2237 | 0.5116 | 1.2237 | 1.1062 | | 0.3772 | 7.8554 | 652 | 1.2396 | 0.5116 | 1.2396 | 1.1134 | | 0.3772 | 7.8795 | 654 | 1.2991 | 0.5191 | 1.2991 | 1.1398 | | 0.3772 | 7.9036 | 656 | 1.3606 | 0.4848 | 1.3606 | 1.1665 | | 0.3772 | 7.9277 | 658 | 1.4064 | 0.4580 | 1.4064 | 1.1859 | | 0.3772 | 7.9518 | 660 | 1.3622 | 0.4961 | 1.3622 | 1.1671 | | 0.3772 | 7.9759 | 662 | 1.3040 | 0.5231 | 1.3040 | 1.1419 | | 0.3772 | 8.0 | 664 | 1.2678 | 0.5116 | 1.2678 | 1.1260 | | 0.3772 | 8.0241 | 666 | 1.2470 | 0.5344 | 1.2470 | 1.1167 | | 0.3772 | 8.0482 | 668 | 1.2867 | 0.5231 | 1.2867 | 1.1343 | | 0.3772 | 8.0723 | 670 | 1.3989 | 0.4923 | 1.3989 | 1.1827 | | 0.3772 | 8.0964 | 672 | 1.5673 | 0.4091 | 1.5673 | 1.2519 | | 0.3772 | 8.1205 | 674 | 1.6492 | 0.3731 | 1.6492 | 1.2842 | | 0.3772 | 8.1446 | 676 | 1.5821 | 0.4091 | 1.5821 | 1.2578 | | 0.3772 | 8.1687 | 678 | 1.4559 | 0.4651 | 1.4559 | 1.2066 | | 0.3772 | 8.1928 | 680 | 1.3158 | 0.4688 | 1.3158 | 1.1471 | | 0.3772 | 8.2169 | 682 | 1.2258 | 0.5231 | 1.2258 | 1.1072 | | 0.3772 | 8.2410 | 684 | 1.2172 | 0.5496 | 1.2172 | 1.1033 | | 0.3772 | 8.2651 | 686 | 1.3026 | 0.5303 | 1.3026 | 1.1413 | | 0.3772 | 8.2892 | 688 | 1.5308 | 0.3704 | 1.5308 | 1.2373 | | 0.3772 | 8.3133 | 690 | 1.6431 | 0.3529 | 1.6431 | 1.2818 | | 0.3772 | 8.3373 | 692 | 1.6147 | 0.3529 | 1.6147 | 1.2707 | | 0.3772 | 8.3614 | 694 | 1.5470 | 0.3704 | 1.5470 | 1.2438 | | 0.3772 | 8.3855 | 696 | 1.4486 | 0.4651 | 1.4486 | 1.2036 | | 0.3772 | 8.4096 | 698 | 1.2898 | 0.4567 | 1.2898 | 1.1357 | | 0.3772 | 8.4337 | 700 | 1.2180 | 0.4839 | 1.2180 | 1.1036 | | 0.3772 | 8.4578 | 702 | 1.1679 | 0.5246 | 1.1679 | 1.0807 | | 0.3772 | 8.4819 | 704 | 1.1281 | 0.5203 | 1.1281 | 1.0621 | | 0.3772 | 8.5060 | 706 | 1.0898 | 0.512 | 1.0898 | 1.0439 | | 0.3772 | 8.5301 | 708 | 1.0883 | 0.5116 | 1.0883 | 1.0432 | | 0.3772 | 8.5542 | 710 | 1.1505 | 0.5455 | 1.1505 | 1.0726 | | 0.3772 | 8.5783 | 712 | 1.2963 | 0.5455 | 1.2963 | 1.1386 | | 0.3772 | 8.6024 | 714 | 1.2453 | 0.5455 | 1.2453 | 1.1159 | | 0.3772 | 8.6265 | 716 | 1.2121 | 0.5821 | 1.2121 | 1.1009 | | 0.3772 | 8.6506 | 718 | 1.2678 | 0.5564 | 1.2678 | 1.1260 | | 0.3772 | 8.6747 | 720 | 1.4259 | 0.4733 | 1.4259 | 1.1941 | | 0.3772 | 8.6988 | 722 | 1.4362 | 0.4733 | 1.4362 | 1.1984 | | 0.3772 | 8.7229 | 724 | 1.4062 | 0.5191 | 1.4062 | 1.1858 | | 0.3772 | 8.7470 | 726 | 1.3318 | 0.5312 | 1.3318 | 1.1540 | | 0.3772 | 8.7711 | 728 | 1.2636 | 0.5197 | 1.2636 | 1.1241 | | 0.3772 | 8.7952 | 730 | 1.2056 | 0.5238 | 1.2056 | 1.0980 | | 0.3772 | 8.8193 | 732 | 1.1523 | 0.5354 | 1.1523 | 1.0734 | | 0.3772 | 8.8434 | 734 | 1.1275 | 0.5312 | 1.1275 | 1.0619 | | 0.3772 | 8.8675 | 736 | 1.0685 | 0.5938 | 1.0685 | 1.0337 | | 0.3772 | 8.8916 | 738 | 1.0467 | 0.5938 | 1.0467 | 1.0231 | | 0.3772 | 8.9157 | 740 | 1.0443 | 0.5827 | 1.0443 | 1.0219 | | 0.3772 | 8.9398 | 742 | 1.0301 | 0.56 | 1.0301 | 1.0150 | | 0.3772 | 8.9639 | 744 | 1.0529 | 0.5714 | 1.0529 | 1.0261 | | 0.3772 | 8.9880 | 746 | 1.0883 | 0.544 | 1.0883 | 1.0432 | | 0.3772 | 9.0120 | 748 | 1.1257 | 0.5116 | 1.1257 | 1.0610 | | 0.3772 | 9.0361 | 750 | 1.1055 | 0.5197 | 1.1055 | 1.0514 | | 0.3772 | 9.0602 | 752 | 1.1001 | 0.5484 | 1.1001 | 1.0488 | | 0.3772 | 9.0843 | 754 | 1.1428 | 0.5197 | 1.1428 | 1.0690 | | 0.3772 | 9.1084 | 756 | 1.1959 | 0.5116 | 1.1959 | 1.0936 | | 0.3772 | 9.1325 | 758 | 1.2775 | 0.5231 | 1.2775 | 1.1302 | | 0.3772 | 9.1566 | 760 | 1.2861 | 0.5231 | 1.2861 | 1.1341 | | 0.3772 | 9.1807 | 762 | 1.2015 | 0.5 | 1.2015 | 1.0961 | | 0.3772 | 9.2048 | 764 | 1.1618 | 0.5556 | 1.1618 | 1.0779 | | 0.3772 | 9.2289 | 766 | 1.1702 | 0.5920 | 1.1702 | 1.0818 | | 0.3772 | 9.2530 | 768 | 1.2211 | 0.5203 | 1.2211 | 1.1050 | | 0.3772 | 9.2771 | 770 | 1.3078 | 0.5 | 1.3078 | 1.1436 | | 0.3772 | 9.3012 | 772 | 1.4511 | 0.5191 | 1.4511 | 1.2046 | | 0.3772 | 9.3253 | 774 | 1.5456 | 0.4179 | 1.5456 | 1.2432 | | 0.3772 | 9.3494 | 776 | 1.5248 | 0.4885 | 1.5248 | 1.2348 | | 0.3772 | 9.3735 | 778 | 1.4031 | 0.5231 | 1.4031 | 1.1845 | | 0.3772 | 9.3976 | 780 | 1.3637 | 0.5231 | 1.3637 | 1.1678 | | 0.3772 | 9.4217 | 782 | 1.3788 | 0.5231 | 1.3788 | 1.1742 | | 0.3772 | 9.4458 | 784 | 1.4302 | 0.5113 | 1.4302 | 1.1959 | | 0.3772 | 9.4699 | 786 | 1.3743 | 0.5113 | 1.3743 | 1.1723 | | 0.3772 | 9.4940 | 788 | 1.2211 | 0.5344 | 1.2211 | 1.1050 | | 0.3772 | 9.5181 | 790 | 1.1850 | 0.5344 | 1.1850 | 1.0886 | | 0.3772 | 9.5422 | 792 | 1.1705 | 0.5344 | 1.1705 | 1.0819 | | 0.3772 | 9.5663 | 794 | 1.2472 | 0.5344 | 1.2472 | 1.1168 | | 0.3772 | 9.5904 | 796 | 1.3722 | 0.5113 | 1.3722 | 1.1714 | | 0.3772 | 9.6145 | 798 | 1.4129 | 0.5075 | 1.4129 | 1.1887 | | 0.3772 | 9.6386 | 800 | 1.4946 | 0.5075 | 1.4946 | 1.2225 | | 0.3772 | 9.6627 | 802 | 1.4002 | 0.5113 | 1.4002 | 1.1833 | | 0.3772 | 9.6867 | 804 | 1.2002 | 0.5344 | 1.2002 | 1.0956 | | 0.3772 | 9.7108 | 806 | 1.1237 | 0.5231 | 1.1237 | 1.0600 | | 0.3772 | 9.7349 | 808 | 1.1373 | 0.5231 | 1.1373 | 1.0665 | | 0.3772 | 9.7590 | 810 | 1.2452 | 0.5231 | 1.2452 | 1.1159 | | 0.3772 | 9.7831 | 812 | 1.3302 | 0.5191 | 1.3302 | 1.1534 | | 0.3772 | 9.8072 | 814 | 1.3099 | 0.5152 | 1.3099 | 1.1445 | | 0.3772 | 9.8313 | 816 | 1.1603 | 0.5344 | 1.1603 | 1.0772 | | 0.3772 | 9.8554 | 818 | 1.0990 | 0.5156 | 1.0990 | 1.0483 | | 0.3772 | 9.8795 | 820 | 1.0788 | 0.5397 | 1.0788 | 1.0387 | | 0.3772 | 9.9036 | 822 | 1.0896 | 0.5161 | 1.0896 | 1.0439 | | 0.3772 | 9.9277 | 824 | 1.1619 | 0.5156 | 1.1619 | 1.0779 | | 0.3772 | 9.9518 | 826 | 1.2293 | 0.5156 | 1.2293 | 1.1087 | | 0.3772 | 9.9759 | 828 | 1.3066 | 0.5156 | 1.3066 | 1.1431 | | 0.3772 | 10.0 | 830 | 1.3458 | 0.5231 | 1.3458 | 1.1601 | | 0.3772 | 10.0241 | 832 | 1.3179 | 0.5156 | 1.3179 | 1.1480 | | 0.3772 | 10.0482 | 834 | 1.2736 | 0.5156 | 1.2736 | 1.1285 | | 0.3772 | 10.0723 | 836 | 1.2333 | 0.5116 | 1.2333 | 1.1106 | | 0.3772 | 10.0964 | 838 | 1.2150 | 0.5231 | 1.2150 | 1.1023 | | 0.3772 | 10.1205 | 840 | 1.2013 | 0.5231 | 1.2013 | 1.0960 | | 0.3772 | 10.1446 | 842 | 1.2023 | 0.5231 | 1.2023 | 1.0965 | | 0.3772 | 10.1687 | 844 | 1.2801 | 0.5303 | 1.2801 | 1.1314 | | 0.3772 | 10.1928 | 846 | 1.4335 | 0.5 | 1.4335 | 1.1973 | | 0.3772 | 10.2169 | 848 | 1.4432 | 0.5 | 1.4432 | 1.2013 | | 0.3772 | 10.2410 | 850 | 1.3688 | 0.5191 | 1.3688 | 1.1700 | | 0.3772 | 10.2651 | 852 | 1.2933 | 0.5191 | 1.2933 | 1.1373 | | 0.3772 | 10.2892 | 854 | 1.2039 | 0.5231 | 1.2039 | 1.0972 | | 0.3772 | 10.3133 | 856 | 1.1361 | 0.5231 | 1.1361 | 1.0659 | | 0.3772 | 10.3373 | 858 | 1.1606 | 0.5231 | 1.1606 | 1.0773 | | 0.3772 | 10.3614 | 860 | 1.1991 | 0.5116 | 1.1991 | 1.0950 | | 0.3772 | 10.3855 | 862 | 1.1641 | 0.5116 | 1.1641 | 1.0789 | | 0.3772 | 10.4096 | 864 | 1.1279 | 0.5397 | 1.1279 | 1.0620 | | 0.3772 | 10.4337 | 866 | 1.1247 | 0.5397 | 1.1247 | 1.0605 | | 0.3772 | 10.4578 | 868 | 1.1545 | 0.5312 | 1.1545 | 1.0745 | | 0.3772 | 10.4819 | 870 | 1.1764 | 0.5231 | 1.1764 | 1.0846 | | 0.3772 | 10.5060 | 872 | 1.1632 | 0.5231 | 1.1632 | 1.0785 | | 0.3772 | 10.5301 | 874 | 1.1261 | 0.5736 | 1.1261 | 1.0612 | | 0.3772 | 10.5542 | 876 | 1.1532 | 0.5625 | 1.1532 | 1.0739 | | 0.3772 | 10.5783 | 878 | 1.2172 | 0.5231 | 1.2172 | 1.1033 | | 0.3772 | 10.6024 | 880 | 1.3446 | 0.4885 | 1.3446 | 1.1596 | | 0.3772 | 10.6265 | 882 | 1.4456 | 0.4848 | 1.4456 | 1.2023 | | 0.3772 | 10.6506 | 884 | 1.4284 | 0.4848 | 1.4284 | 1.1952 | | 0.3772 | 10.6747 | 886 | 1.3775 | 0.4885 | 1.3775 | 1.1737 | | 0.3772 | 10.6988 | 888 | 1.2892 | 0.5191 | 1.2892 | 1.1354 | | 0.3772 | 10.7229 | 890 | 1.2102 | 0.5231 | 1.2102 | 1.1001 | | 0.3772 | 10.7470 | 892 | 1.1466 | 0.5469 | 1.1466 | 1.0708 | | 0.3772 | 10.7711 | 894 | 1.1460 | 0.5469 | 1.1460 | 1.0705 | | 0.3772 | 10.7952 | 896 | 1.2640 | 0.5116 | 1.2640 | 1.1243 | | 0.3772 | 10.8193 | 898 | 1.3679 | 0.5152 | 1.3679 | 1.1696 | | 0.3772 | 10.8434 | 900 | 1.4850 | 0.4885 | 1.4850 | 1.2186 | | 0.3772 | 10.8675 | 902 | 1.5234 | 0.4662 | 1.5234 | 1.2342 | | 0.3772 | 10.8916 | 904 | 1.5071 | 0.4697 | 1.5071 | 1.2276 | | 0.3772 | 10.9157 | 906 | 1.4104 | 0.4962 | 1.4104 | 1.1876 | | 0.3772 | 10.9398 | 908 | 1.3567 | 0.5152 | 1.3567 | 1.1648 | | 0.3772 | 10.9639 | 910 | 1.2954 | 0.5191 | 1.2954 | 1.1381 | | 0.3772 | 10.9880 | 912 | 1.3140 | 0.4923 | 1.3140 | 1.1463 | | 0.3772 | 11.0120 | 914 | 1.3770 | 0.4885 | 1.3770 | 1.1735 | | 0.3772 | 11.0361 | 916 | 1.4335 | 0.4615 | 1.4335 | 1.1973 | | 0.3772 | 11.0602 | 918 | 1.4053 | 0.4615 | 1.4053 | 1.1855 | | 0.3772 | 11.0843 | 920 | 1.3471 | 0.4923 | 1.3471 | 1.1606 | | 0.3772 | 11.1084 | 922 | 1.3389 | 0.4923 | 1.3389 | 1.1571 | | 0.3772 | 11.1325 | 924 | 1.3488 | 0.5191 | 1.3488 | 1.1614 | | 0.3772 | 11.1566 | 926 | 1.3797 | 0.5191 | 1.3797 | 1.1746 | | 0.3772 | 11.1807 | 928 | 1.3968 | 0.4923 | 1.3968 | 1.1819 | | 0.3772 | 11.2048 | 930 | 1.4317 | 0.4923 | 1.4317 | 1.1965 | | 0.3772 | 11.2289 | 932 | 1.4075 | 0.4923 | 1.4075 | 1.1864 | | 0.3772 | 11.2530 | 934 | 1.3817 | 0.4923 | 1.3817 | 1.1754 | | 0.3772 | 11.2771 | 936 | 1.3402 | 0.4806 | 1.3402 | 1.1577 | | 0.3772 | 11.3012 | 938 | 1.3183 | 0.4844 | 1.3183 | 1.1482 | | 0.3772 | 11.3253 | 940 | 1.3212 | 0.4844 | 1.3212 | 1.1494 | | 0.3772 | 11.3494 | 942 | 1.3204 | 0.4844 | 1.3204 | 1.1491 | | 0.3772 | 11.3735 | 944 | 1.4045 | 0.4580 | 1.4045 | 1.1851 | | 0.3772 | 11.3976 | 946 | 1.3965 | 0.4848 | 1.3965 | 1.1818 | | 0.3772 | 11.4217 | 948 | 1.3620 | 0.5455 | 1.3620 | 1.1670 | | 0.3772 | 11.4458 | 950 | 1.3756 | 0.5191 | 1.3756 | 1.1729 | | 0.3772 | 11.4699 | 952 | 1.3922 | 0.4923 | 1.3922 | 1.1799 | | 0.3772 | 11.4940 | 954 | 1.4283 | 0.4923 | 1.4283 | 1.1951 | | 0.3772 | 11.5181 | 956 | 1.4166 | 0.4923 | 1.4166 | 1.1902 | | 0.3772 | 11.5422 | 958 | 1.3451 | 0.4923 | 1.3451 | 1.1598 | | 0.3772 | 11.5663 | 960 | 1.3269 | 0.4806 | 1.3269 | 1.1519 | | 0.3772 | 11.5904 | 962 | 1.3277 | 0.4806 | 1.3277 | 1.1522 | | 0.3772 | 11.6145 | 964 | 1.3810 | 0.4651 | 1.3810 | 1.1752 | | 0.3772 | 11.6386 | 966 | 1.4706 | 0.4651 | 1.4706 | 1.2127 | | 0.3772 | 11.6627 | 968 | 1.5247 | 0.3939 | 1.5247 | 1.2348 | | 0.3772 | 11.6867 | 970 | 1.4985 | 0.4242 | 1.4985 | 1.2241 | | 0.3772 | 11.7108 | 972 | 1.4470 | 0.4242 | 1.4470 | 1.2029 | | 0.3772 | 11.7349 | 974 | 1.4734 | 0.4242 | 1.4734 | 1.2138 | | 0.3772 | 11.7590 | 976 | 1.5550 | 0.4060 | 1.5550 | 1.2470 | | 0.3772 | 11.7831 | 978 | 1.5869 | 0.3704 | 1.5869 | 1.2597 | | 0.3772 | 11.8072 | 980 | 1.5709 | 0.3881 | 1.5709 | 1.2534 | | 0.3772 | 11.8313 | 982 | 1.5152 | 0.4242 | 1.5152 | 1.2309 | | 0.3772 | 11.8554 | 984 | 1.3985 | 0.4923 | 1.3985 | 1.1826 | | 0.3772 | 11.8795 | 986 | 1.3092 | 0.4688 | 1.3092 | 1.1442 | | 0.3772 | 11.9036 | 988 | 1.2807 | 0.4688 | 1.2807 | 1.1317 | | 0.3772 | 11.9277 | 990 | 1.3223 | 0.4688 | 1.3223 | 1.1499 | | 0.3772 | 11.9518 | 992 | 1.3880 | 0.4806 | 1.3880 | 1.1781 | | 0.3772 | 11.9759 | 994 | 1.4158 | 0.4923 | 1.4158 | 1.1899 | | 0.3772 | 12.0 | 996 | 1.4478 | 0.4580 | 1.4478 | 1.2032 | | 0.3772 | 12.0241 | 998 | 1.4963 | 0.4361 | 1.4963 | 1.2232 | | 0.0758 | 12.0482 | 1000 | 1.5083 | 0.4030 | 1.5083 | 1.2281 | | 0.0758 | 12.0723 | 1002 | 1.3705 | 0.4697 | 1.3705 | 1.1707 | | 0.0758 | 12.0964 | 1004 | 1.2526 | 0.4923 | 1.2526 | 1.1192 | | 0.0758 | 12.1205 | 1006 | 1.2517 | 0.4923 | 1.2517 | 1.1188 | | 0.0758 | 12.1446 | 1008 | 1.3749 | 0.4662 | 1.3749 | 1.1726 | | 0.0758 | 12.1687 | 1010 | 1.4652 | 0.4478 | 1.4652 | 1.2105 | | 0.0758 | 12.1928 | 1012 | 1.6389 | 0.3453 | 1.6389 | 1.2802 | | 0.0758 | 12.2169 | 1014 | 1.7474 | 0.3286 | 1.7474 | 1.3219 | | 0.0758 | 12.2410 | 1016 | 1.7287 | 0.3286 | 1.7287 | 1.3148 | | 0.0758 | 12.2651 | 1018 | 1.6936 | 0.3286 | 1.6936 | 1.3014 | | 0.0758 | 12.2892 | 1020 | 1.6016 | 0.3286 | 1.6016 | 1.2655 | ### Framework versions - Transformers 4.44.2 - Pytorch 2.4.0+cu118 - Datasets 2.21.0 - Tokenizers 0.19.1