--- library_name: transformers base_model: aubmindlab/bert-base-arabertv02 tags: - generated_from_trainer model-index: - name: Arabic_FineTuningAraBERT_AugV4_k4_task1_organization_fold1 results: [] --- # Arabic_FineTuningAraBERT_AugV4_k4_task1_organization_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: 0.5995 - Qwk: 0.7864 - Mse: 0.5995 - Rmse: 0.7743 ## 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 | 0.0120 | 2 | 4.8858 | -0.0201 | 4.8858 | 2.2104 | | No log | 0.0241 | 4 | 2.9625 | 0.0397 | 2.9625 | 1.7212 | | No log | 0.0361 | 6 | 1.6949 | 0.1006 | 1.6949 | 1.3019 | | No log | 0.0482 | 8 | 1.2474 | 0.1250 | 1.2474 | 1.1169 | | No log | 0.0602 | 10 | 0.7497 | 0.3333 | 0.7497 | 0.8659 | | No log | 0.0723 | 12 | 0.9038 | 0.5926 | 0.9038 | 0.9507 | | No log | 0.0843 | 14 | 0.8420 | 0.2899 | 0.8420 | 0.9176 | | No log | 0.0964 | 16 | 0.8835 | 0.1622 | 0.8835 | 0.9399 | | No log | 0.1084 | 18 | 0.9723 | 0.4 | 0.9723 | 0.9860 | | No log | 0.1205 | 20 | 1.8045 | 0.0597 | 1.8045 | 1.3433 | | No log | 0.1325 | 22 | 1.5816 | -0.0255 | 1.5816 | 1.2576 | | No log | 0.1446 | 24 | 1.2105 | -0.0800 | 1.2105 | 1.1002 | | No log | 0.1566 | 26 | 1.0413 | 0.0562 | 1.0413 | 1.0204 | | No log | 0.1687 | 28 | 1.0095 | 0.0982 | 1.0095 | 1.0048 | | No log | 0.1807 | 30 | 1.0761 | 0.125 | 1.0761 | 1.0374 | | No log | 0.1928 | 32 | 1.1725 | 0.125 | 1.1725 | 1.0828 | | No log | 0.2048 | 34 | 1.3410 | 0.125 | 1.3410 | 1.1580 | | No log | 0.2169 | 36 | 1.3772 | 0.125 | 1.3772 | 1.1735 | | No log | 0.2289 | 38 | 1.1649 | 0.1860 | 1.1649 | 1.0793 | | No log | 0.2410 | 40 | 0.9145 | 0.3425 | 0.9145 | 0.9563 | | No log | 0.2530 | 42 | 0.8699 | 0.3425 | 0.8699 | 0.9327 | | No log | 0.2651 | 44 | 1.0469 | 0.3497 | 1.0469 | 1.0232 | | No log | 0.2771 | 46 | 1.1049 | 0.2699 | 1.1049 | 1.0512 | | No log | 0.2892 | 48 | 0.8728 | 0.48 | 0.8728 | 0.9342 | | No log | 0.3012 | 50 | 0.6675 | 0.4105 | 0.6675 | 0.8170 | | No log | 0.3133 | 52 | 0.7291 | 0.5435 | 0.7291 | 0.8539 | | No log | 0.3253 | 54 | 1.1241 | 0.3575 | 1.1241 | 1.0602 | | No log | 0.3373 | 56 | 1.8575 | 0.3984 | 1.8575 | 1.3629 | | No log | 0.3494 | 58 | 1.9074 | 0.3984 | 1.9074 | 1.3811 | | No log | 0.3614 | 60 | 1.2734 | 0.4220 | 1.2734 | 1.1285 | | No log | 0.3735 | 62 | 0.9436 | 0.3000 | 0.9436 | 0.9714 | | No log | 0.3855 | 64 | 0.8875 | 0.3448 | 0.8875 | 0.9421 | | No log | 0.3976 | 66 | 0.7999 | 0.4306 | 0.7999 | 0.8944 | | No log | 0.4096 | 68 | 0.9926 | 0.4112 | 0.9926 | 0.9963 | | No log | 0.4217 | 70 | 1.1999 | 0.5 | 1.1999 | 1.0954 | | No log | 0.4337 | 72 | 1.2277 | 0.5 | 1.2277 | 1.1080 | | No log | 0.4458 | 74 | 0.9862 | 0.6592 | 0.9862 | 0.9931 | | No log | 0.4578 | 76 | 1.0549 | 0.6475 | 1.0549 | 1.0271 | | No log | 0.4699 | 78 | 1.0870 | 0.6691 | 1.0870 | 1.0426 | | No log | 0.4819 | 80 | 0.9979 | 0.6691 | 0.9979 | 0.9990 | | No log | 0.4940 | 82 | 0.8363 | 0.5946 | 0.8363 | 0.9145 | | No log | 0.5060 | 84 | 0.8526 | 0.6370 | 0.8526 | 0.9234 | | No log | 0.5181 | 86 | 1.0202 | 0.6784 | 1.0202 | 1.0100 | | No log | 0.5301 | 88 | 0.9954 | 0.6573 | 0.9954 | 0.9977 | | No log | 0.5422 | 90 | 0.6770 | 0.6375 | 0.6770 | 0.8228 | | No log | 0.5542 | 92 | 0.6112 | 0.6375 | 0.6112 | 0.7818 | | No log | 0.5663 | 94 | 0.8433 | 0.6370 | 0.8433 | 0.9183 | | No log | 0.5783 | 96 | 1.3187 | 0.5625 | 1.3187 | 1.1484 | | No log | 0.5904 | 98 | 1.6937 | 0.3984 | 1.6937 | 1.3014 | | No log | 0.6024 | 100 | 1.7360 | 0.3984 | 1.7360 | 1.3176 | | No log | 0.6145 | 102 | 1.4954 | 0.4 | 1.4954 | 1.2229 | | No log | 0.6265 | 104 | 0.9823 | 0.5625 | 0.9823 | 0.9911 | | No log | 0.6386 | 106 | 0.6178 | 0.4928 | 0.6178 | 0.7860 | | No log | 0.6506 | 108 | 0.5594 | 0.4928 | 0.5594 | 0.7479 | | No log | 0.6627 | 110 | 0.5640 | 0.4928 | 0.5640 | 0.7510 | | No log | 0.6747 | 112 | 0.6817 | 0.7177 | 0.6817 | 0.8256 | | No log | 0.6867 | 114 | 1.0336 | 0.6431 | 1.0336 | 1.0167 | | No log | 0.6988 | 116 | 1.2727 | 0.5704 | 1.2727 | 1.1281 | | No log | 0.7108 | 118 | 1.1475 | 0.5704 | 1.1475 | 1.0712 | | No log | 0.7229 | 120 | 0.8008 | 0.7103 | 0.8008 | 0.8949 | | No log | 0.7349 | 122 | 0.6647 | 0.6738 | 0.6647 | 0.8153 | | No log | 0.7470 | 124 | 0.7042 | 0.7103 | 0.7042 | 0.8391 | | No log | 0.7590 | 126 | 0.9439 | 0.6367 | 0.9439 | 0.9715 | | No log | 0.7711 | 128 | 1.0049 | 0.6784 | 1.0049 | 1.0024 | | No log | 0.7831 | 130 | 1.0308 | 0.6784 | 1.0308 | 1.0153 | | No log | 0.7952 | 132 | 0.9507 | 0.6340 | 0.9507 | 0.9750 | | No log | 0.8072 | 134 | 0.9333 | 0.6316 | 0.9333 | 0.9661 | | No log | 0.8193 | 136 | 1.1174 | 0.6667 | 1.1174 | 1.0571 | | No log | 0.8313 | 138 | 1.3454 | 0.5625 | 1.3454 | 1.1599 | | No log | 0.8434 | 140 | 1.2904 | 0.5625 | 1.2904 | 1.1360 | | No log | 0.8554 | 142 | 0.8693 | 0.6784 | 0.8693 | 0.9323 | | No log | 0.8675 | 144 | 0.5944 | 0.6932 | 0.5944 | 0.7710 | | No log | 0.8795 | 146 | 0.6592 | 0.7348 | 0.6592 | 0.8119 | | No log | 0.8916 | 148 | 0.9617 | 0.6784 | 0.9617 | 0.9807 | | No log | 0.9036 | 150 | 1.2474 | 0.6500 | 1.2474 | 1.1169 | | No log | 0.9157 | 152 | 1.2299 | 0.6500 | 1.2299 | 1.1090 | | No log | 0.9277 | 154 | 0.9665 | 0.7426 | 0.9665 | 0.9831 | | No log | 0.9398 | 156 | 0.6612 | 0.6410 | 0.6612 | 0.8131 | | No log | 0.9518 | 158 | 0.5882 | 0.6160 | 0.5882 | 0.7670 | | No log | 0.9639 | 160 | 0.7008 | 0.6410 | 0.7008 | 0.8372 | | No log | 0.9759 | 162 | 0.9713 | 0.7287 | 0.9713 | 0.9855 | | No log | 0.9880 | 164 | 1.0493 | 0.6316 | 1.0493 | 1.0243 | | No log | 1.0 | 166 | 0.9962 | 0.6617 | 0.9962 | 0.9981 | | No log | 1.0120 | 168 | 0.9181 | 0.7586 | 0.9181 | 0.9582 | | No log | 1.0241 | 170 | 0.7109 | 0.6486 | 0.7109 | 0.8432 | | No log | 1.0361 | 172 | 0.6740 | 0.7094 | 0.6740 | 0.8210 | | No log | 1.0482 | 174 | 0.6602 | 0.6957 | 0.6602 | 0.8125 | | No log | 1.0602 | 176 | 0.7154 | 0.6957 | 0.7154 | 0.8458 | | No log | 1.0723 | 178 | 0.8941 | 0.6592 | 0.8941 | 0.9456 | | No log | 1.0843 | 180 | 0.8585 | 0.6915 | 0.8585 | 0.9265 | | No log | 1.0964 | 182 | 0.6049 | 0.6525 | 0.6049 | 0.7778 | | No log | 1.1084 | 184 | 0.5657 | 0.6642 | 0.5657 | 0.7521 | | No log | 1.1205 | 186 | 0.7071 | 0.6957 | 0.7071 | 0.8409 | | No log | 1.1325 | 188 | 0.7284 | 0.776 | 0.7284 | 0.8535 | | No log | 1.1446 | 190 | 0.6887 | 0.7364 | 0.6887 | 0.8299 | | No log | 1.1566 | 192 | 0.7643 | 0.7586 | 0.7643 | 0.8742 | | No log | 1.1687 | 194 | 0.7833 | 0.7586 | 0.7833 | 0.8851 | | No log | 1.1807 | 196 | 0.9177 | 0.7426 | 0.9177 | 0.9579 | | No log | 1.1928 | 198 | 0.8345 | 0.7426 | 0.8345 | 0.9135 | | No log | 1.2048 | 200 | 0.8017 | 0.7426 | 0.8017 | 0.8954 | | No log | 1.2169 | 202 | 0.7416 | 0.6915 | 0.7416 | 0.8612 | | No log | 1.2289 | 204 | 0.8362 | 0.7426 | 0.8362 | 0.9144 | | No log | 1.2410 | 206 | 1.0073 | 0.6392 | 1.0073 | 1.0036 | | No log | 1.2530 | 208 | 0.9159 | 0.7138 | 0.9159 | 0.9570 | | No log | 1.2651 | 210 | 0.6957 | 0.7449 | 0.6957 | 0.8341 | | No log | 1.2771 | 212 | 0.5688 | 0.7273 | 0.5688 | 0.7542 | | No log | 1.2892 | 214 | 0.4996 | 0.6547 | 0.4996 | 0.7068 | | No log | 1.3012 | 216 | 0.4555 | 0.5333 | 0.4555 | 0.6749 | | No log | 1.3133 | 218 | 0.4844 | 0.5300 | 0.4844 | 0.6960 | | No log | 1.3253 | 220 | 0.5481 | 0.6013 | 0.5481 | 0.7403 | | No log | 1.3373 | 222 | 0.5781 | 0.6894 | 0.5781 | 0.7603 | | No log | 1.3494 | 224 | 0.7348 | 0.6818 | 0.7348 | 0.8572 | | No log | 1.3614 | 226 | 0.8186 | 0.7050 | 0.8186 | 0.9048 | | No log | 1.3735 | 228 | 0.8292 | 0.7050 | 0.8292 | 0.9106 | | No log | 1.3855 | 230 | 0.7010 | 0.7510 | 0.7010 | 0.8373 | | No log | 1.3976 | 232 | 0.5785 | 0.7266 | 0.5785 | 0.7606 | | No log | 1.4096 | 234 | 0.5584 | 0.6449 | 0.5584 | 0.7473 | | No log | 1.4217 | 236 | 0.7076 | 0.7348 | 0.7076 | 0.8412 | | No log | 1.4337 | 238 | 0.8053 | 0.7348 | 0.8053 | 0.8974 | | No log | 1.4458 | 240 | 0.8709 | 0.7426 | 0.8709 | 0.9332 | | No log | 1.4578 | 242 | 0.8048 | 0.7820 | 0.8048 | 0.8971 | | No log | 1.4699 | 244 | 0.6409 | 0.6272 | 0.6409 | 0.8006 | | No log | 1.4819 | 246 | 0.5773 | 0.5908 | 0.5773 | 0.7598 | | No log | 1.4940 | 248 | 0.5831 | 0.6270 | 0.5831 | 0.7636 | | No log | 1.5060 | 250 | 0.7495 | 0.7864 | 0.7495 | 0.8657 | | No log | 1.5181 | 252 | 1.2596 | 0.5625 | 1.2596 | 1.1223 | | No log | 1.5301 | 254 | 1.5521 | 0.6020 | 1.5521 | 1.2458 | | No log | 1.5422 | 256 | 1.4087 | 0.6020 | 1.4087 | 1.1869 | | No log | 1.5542 | 258 | 1.0266 | 0.6431 | 1.0266 | 1.0132 | | No log | 1.5663 | 260 | 0.6383 | 0.6857 | 0.6383 | 0.7989 | | No log | 1.5783 | 262 | 0.4918 | 0.6908 | 0.4918 | 0.7013 | | No log | 1.5904 | 264 | 0.4825 | 0.6842 | 0.4825 | 0.6947 | | No log | 1.6024 | 266 | 0.5574 | 0.7697 | 0.5574 | 0.7466 | | No log | 1.6145 | 268 | 0.6321 | 0.7697 | 0.6321 | 0.7950 | | No log | 1.6265 | 270 | 0.6222 | 0.7601 | 0.6222 | 0.7888 | | No log | 1.6386 | 272 | 0.5837 | 0.6510 | 0.5837 | 0.7640 | | No log | 1.6506 | 274 | 0.5617 | 0.6872 | 0.5617 | 0.7495 | | No log | 1.6627 | 276 | 0.6270 | 0.7697 | 0.6270 | 0.7918 | | No log | 1.6747 | 278 | 0.6122 | 0.7697 | 0.6122 | 0.7825 | | No log | 1.6867 | 280 | 0.6614 | 0.7442 | 0.6614 | 0.8133 | | No log | 1.6988 | 282 | 0.6690 | 0.7042 | 0.6690 | 0.8179 | | No log | 1.7108 | 284 | 0.6827 | 0.7042 | 0.6827 | 0.8263 | | No log | 1.7229 | 286 | 0.5927 | 0.6667 | 0.5927 | 0.7699 | | No log | 1.7349 | 288 | 0.6377 | 0.6957 | 0.6377 | 0.7985 | | No log | 1.7470 | 290 | 0.7974 | 0.7287 | 0.7974 | 0.8929 | | No log | 1.7590 | 292 | 0.8598 | 0.7586 | 0.8598 | 0.9273 | | No log | 1.7711 | 294 | 0.7395 | 0.7348 | 0.7395 | 0.8599 | | No log | 1.7831 | 296 | 0.7093 | 0.7116 | 0.7093 | 0.8422 | | No log | 1.7952 | 298 | 0.6843 | 0.7042 | 0.6843 | 0.8272 | | No log | 1.8072 | 300 | 0.7385 | 0.7442 | 0.7385 | 0.8594 | | No log | 1.8193 | 302 | 0.8074 | 0.7442 | 0.8074 | 0.8985 | | No log | 1.8313 | 304 | 0.8768 | 0.7535 | 0.8768 | 0.9364 | | No log | 1.8434 | 306 | 0.9519 | 0.6691 | 0.9519 | 0.9757 | | No log | 1.8554 | 308 | 0.8833 | 0.7348 | 0.8833 | 0.9398 | | No log | 1.8675 | 310 | 0.8524 | 0.7348 | 0.8524 | 0.9233 | | No log | 1.8795 | 312 | 0.7474 | 0.7586 | 0.7474 | 0.8645 | | No log | 1.8916 | 314 | 0.6928 | 0.7586 | 0.6928 | 0.8324 | | No log | 1.9036 | 316 | 0.7885 | 0.7586 | 0.7885 | 0.8880 | | No log | 1.9157 | 318 | 0.9701 | 0.6617 | 0.9701 | 0.9850 | | No log | 1.9277 | 320 | 0.9053 | 0.7709 | 0.9053 | 0.9515 | | No log | 1.9398 | 322 | 0.7016 | 0.7864 | 0.7016 | 0.8376 | | No log | 1.9518 | 324 | 0.5631 | 0.6480 | 0.5631 | 0.7504 | | No log | 1.9639 | 326 | 0.5412 | 0.6704 | 0.5412 | 0.7357 | | No log | 1.9759 | 328 | 0.7109 | 0.7892 | 0.7109 | 0.8432 | | No log | 1.9880 | 330 | 0.8300 | 0.8085 | 0.8300 | 0.9110 | | No log | 2.0 | 332 | 0.7753 | 0.8085 | 0.7753 | 0.8805 | | No log | 2.0120 | 334 | 0.6209 | 0.8085 | 0.6209 | 0.7880 | | No log | 2.0241 | 336 | 0.5577 | 0.7799 | 0.5577 | 0.7468 | | No log | 2.0361 | 338 | 0.4708 | 0.7789 | 0.4708 | 0.6862 | | No log | 2.0482 | 340 | 0.4099 | 0.6842 | 0.4099 | 0.6402 | | No log | 2.0602 | 342 | 0.4194 | 0.6638 | 0.4194 | 0.6476 | | No log | 2.0723 | 344 | 0.4933 | 0.7490 | 0.4933 | 0.7023 | | No log | 2.0843 | 346 | 0.5719 | 0.6930 | 0.5719 | 0.7562 | | No log | 2.0964 | 348 | 0.6864 | 0.7586 | 0.6864 | 0.8285 | | No log | 2.1084 | 350 | 0.8279 | 0.7586 | 0.8279 | 0.9099 | | No log | 2.1205 | 352 | 0.7430 | 0.7586 | 0.7430 | 0.8620 | | No log | 2.1325 | 354 | 0.7896 | 0.7986 | 0.7896 | 0.8886 | | No log | 2.1446 | 356 | 0.8206 | 0.7586 | 0.8206 | 0.9059 | | No log | 2.1566 | 358 | 0.8084 | 0.7586 | 0.8084 | 0.8991 | | No log | 2.1687 | 360 | 0.9599 | 0.7658 | 0.9599 | 0.9798 | | No log | 2.1807 | 362 | 1.0759 | 0.7368 | 1.0759 | 1.0372 | | No log | 2.1928 | 364 | 0.9045 | 0.7529 | 0.9045 | 0.9511 | | No log | 2.2048 | 366 | 0.7834 | 0.7529 | 0.7834 | 0.8851 | | No log | 2.2169 | 368 | 0.6850 | 0.8016 | 0.6850 | 0.8277 | | No log | 2.2289 | 370 | 0.6557 | 0.776 | 0.6557 | 0.8097 | | No log | 2.2410 | 372 | 0.5229 | 0.7812 | 0.5229 | 0.7231 | | No log | 2.2530 | 374 | 0.4321 | 0.7388 | 0.4321 | 0.6574 | | No log | 2.2651 | 376 | 0.4607 | 0.7162 | 0.4607 | 0.6788 | | No log | 2.2771 | 378 | 0.6102 | 0.7756 | 0.6102 | 0.7811 | | No log | 2.2892 | 380 | 0.7094 | 0.7756 | 0.7094 | 0.8423 | | No log | 2.3012 | 382 | 0.6721 | 0.7556 | 0.6721 | 0.8198 | | No log | 2.3133 | 384 | 0.7117 | 0.7556 | 0.7117 | 0.8437 | | No log | 2.3253 | 386 | 0.7139 | 0.7986 | 0.7139 | 0.8449 | | No log | 2.3373 | 388 | 0.6076 | 0.7317 | 0.6076 | 0.7795 | | No log | 2.3494 | 390 | 0.4884 | 0.6934 | 0.4884 | 0.6988 | | No log | 2.3614 | 392 | 0.4960 | 0.6934 | 0.4960 | 0.7043 | | No log | 2.3735 | 394 | 0.6387 | 0.7986 | 0.6387 | 0.7992 | | No log | 2.3855 | 396 | 0.8333 | 0.7287 | 0.8333 | 0.9129 | | No log | 2.3976 | 398 | 0.8458 | 0.7586 | 0.8458 | 0.9197 | | No log | 2.4096 | 400 | 0.6864 | 0.7586 | 0.6864 | 0.8285 | | No log | 2.4217 | 402 | 0.6231 | 0.7042 | 0.6231 | 0.7894 | | No log | 2.4337 | 404 | 0.6594 | 0.7482 | 0.6594 | 0.8121 | | No log | 2.4458 | 406 | 0.8462 | 0.7586 | 0.8462 | 0.9199 | | No log | 2.4578 | 408 | 0.8425 | 0.7586 | 0.8425 | 0.9179 | | No log | 2.4699 | 410 | 0.7614 | 0.7586 | 0.7614 | 0.8726 | | No log | 2.4819 | 412 | 0.6400 | 0.7586 | 0.6400 | 0.8000 | | No log | 2.4940 | 414 | 0.6262 | 0.7586 | 0.6262 | 0.7914 | | No log | 2.5060 | 416 | 0.7563 | 0.7829 | 0.7563 | 0.8697 | | No log | 2.5181 | 418 | 0.9807 | 0.7726 | 0.9807 | 0.9903 | | No log | 2.5301 | 420 | 1.0456 | 0.7726 | 1.0456 | 1.0226 | | No log | 2.5422 | 422 | 0.8924 | 0.8000 | 0.8924 | 0.9447 | | No log | 2.5542 | 424 | 0.6896 | 0.7449 | 0.6896 | 0.8304 | | No log | 2.5663 | 426 | 0.5574 | 0.7116 | 0.5574 | 0.7466 | | No log | 2.5783 | 428 | 0.5971 | 0.7116 | 0.5971 | 0.7727 | | No log | 2.5904 | 430 | 0.7858 | 0.7336 | 0.7858 | 0.8864 | | No log | 2.6024 | 432 | 0.9171 | 0.7667 | 0.9171 | 0.9576 | | No log | 2.6145 | 434 | 0.9580 | 0.7879 | 0.9580 | 0.9788 | | No log | 2.6265 | 436 | 0.8746 | 0.7336 | 0.8746 | 0.9352 | | No log | 2.6386 | 438 | 0.6806 | 0.7116 | 0.6806 | 0.8250 | | No log | 2.6506 | 440 | 0.6574 | 0.7266 | 0.6574 | 0.8108 | | No log | 2.6627 | 442 | 0.7467 | 0.6978 | 0.7467 | 0.8641 | | No log | 2.6747 | 444 | 1.0004 | 0.7552 | 1.0004 | 1.0002 | | No log | 2.6867 | 446 | 1.2252 | 0.6488 | 1.2252 | 1.1069 | | No log | 2.6988 | 448 | 1.1979 | 0.6642 | 1.1979 | 1.0945 | | No log | 2.7108 | 450 | 1.1328 | 0.6642 | 1.1328 | 1.0643 | | No log | 2.7229 | 452 | 0.8803 | 0.6842 | 0.8803 | 0.9382 | | No log | 2.7349 | 454 | 0.7072 | 0.7482 | 0.7072 | 0.8410 | | No log | 2.7470 | 456 | 0.6720 | 0.7756 | 0.6720 | 0.8198 | | No log | 2.7590 | 458 | 0.6794 | 0.7756 | 0.6794 | 0.8243 | | No log | 2.7711 | 460 | 0.7049 | 0.7756 | 0.7049 | 0.8396 | | No log | 2.7831 | 462 | 0.7238 | 0.7756 | 0.7238 | 0.8508 | | No log | 2.7952 | 464 | 0.7151 | 0.7556 | 0.7151 | 0.8456 | | No log | 2.8072 | 466 | 0.7177 | 0.7556 | 0.7177 | 0.8472 | | No log | 2.8193 | 468 | 0.6971 | 0.7556 | 0.6971 | 0.8349 | | No log | 2.8313 | 470 | 0.6425 | 0.7651 | 0.6425 | 0.8016 | | No log | 2.8434 | 472 | 0.6370 | 0.7651 | 0.6370 | 0.7981 | | No log | 2.8554 | 474 | 0.7044 | 0.7864 | 0.7044 | 0.8393 | | No log | 2.8675 | 476 | 0.7696 | 0.7820 | 0.7696 | 0.8773 | | No log | 2.8795 | 478 | 0.8094 | 0.7774 | 0.8094 | 0.8996 | | No log | 2.8916 | 480 | 0.7536 | 0.7709 | 0.7536 | 0.8681 | | No log | 2.9036 | 482 | 0.6403 | 0.7482 | 0.6403 | 0.8002 | | No log | 2.9157 | 484 | 0.6238 | 0.7260 | 0.6238 | 0.7898 | | No log | 2.9277 | 486 | 0.6478 | 0.7260 | 0.6478 | 0.8049 | | No log | 2.9398 | 488 | 0.8088 | 0.7820 | 0.8088 | 0.8993 | | No log | 2.9518 | 490 | 0.8448 | 0.8042 | 0.8448 | 0.9191 | | No log | 2.9639 | 492 | 0.8934 | 0.8042 | 0.8934 | 0.9452 | | No log | 2.9759 | 494 | 0.8546 | 0.8078 | 0.8546 | 0.9244 | | No log | 2.9880 | 496 | 0.7489 | 0.7829 | 0.7489 | 0.8654 | | No log | 3.0 | 498 | 0.7397 | 0.7829 | 0.7397 | 0.8600 | | 0.4904 | 3.0120 | 500 | 0.8031 | 0.7829 | 0.8031 | 0.8962 | | 0.4904 | 3.0241 | 502 | 0.8676 | 0.7829 | 0.8676 | 0.9315 | | 0.4904 | 3.0361 | 504 | 0.8899 | 0.7709 | 0.8899 | 0.9433 | | 0.4904 | 3.0482 | 506 | 0.8148 | 0.7709 | 0.8148 | 0.9026 | | 0.4904 | 3.0602 | 508 | 0.7220 | 0.7864 | 0.7220 | 0.8497 | | 0.4904 | 3.0723 | 510 | 0.7752 | 0.7864 | 0.7752 | 0.8804 | | 0.4904 | 3.0843 | 512 | 0.6996 | 0.7864 | 0.6996 | 0.8364 | | 0.4904 | 3.0964 | 514 | 0.5354 | 0.7864 | 0.5354 | 0.7317 | | 0.4904 | 3.1084 | 516 | 0.5378 | 0.7864 | 0.5378 | 0.7334 | | 0.4904 | 3.1205 | 518 | 0.6541 | 0.7864 | 0.6541 | 0.8088 | | 0.4904 | 3.1325 | 520 | 0.7640 | 0.7829 | 0.7640 | 0.8740 | | 0.4904 | 3.1446 | 522 | 0.7591 | 0.7829 | 0.7591 | 0.8713 | | 0.4904 | 3.1566 | 524 | 0.7946 | 0.7829 | 0.7946 | 0.8914 | | 0.4904 | 3.1687 | 526 | 0.7354 | 0.7586 | 0.7354 | 0.8576 | | 0.4904 | 3.1807 | 528 | 0.7142 | 0.7586 | 0.7142 | 0.8451 | | 0.4904 | 3.1928 | 530 | 0.7976 | 0.7941 | 0.7976 | 0.8931 | | 0.4904 | 3.2048 | 532 | 0.8667 | 0.7941 | 0.8667 | 0.9310 | | 0.4904 | 3.2169 | 534 | 0.9992 | 0.8178 | 0.9992 | 0.9996 | | 0.4904 | 3.2289 | 536 | 0.9257 | 0.7941 | 0.9257 | 0.9621 | | 0.4904 | 3.2410 | 538 | 0.8239 | 0.7986 | 0.8239 | 0.9077 | | 0.4904 | 3.2530 | 540 | 0.6412 | 0.7442 | 0.6412 | 0.8008 | | 0.4904 | 3.2651 | 542 | 0.5549 | 0.7036 | 0.5549 | 0.7449 | | 0.4904 | 3.2771 | 544 | 0.5483 | 0.7036 | 0.5483 | 0.7405 | | 0.4904 | 3.2892 | 546 | 0.6131 | 0.7036 | 0.6131 | 0.7830 | | 0.4904 | 3.3012 | 548 | 0.7979 | 0.7442 | 0.7979 | 0.8933 | | 0.4904 | 3.3133 | 550 | 1.1084 | 0.7586 | 1.1084 | 1.0528 | | 0.4904 | 3.3253 | 552 | 1.2357 | 0.7475 | 1.2357 | 1.1116 | | 0.4904 | 3.3373 | 554 | 1.1467 | 0.7658 | 1.1467 | 1.0708 | | 0.4904 | 3.3494 | 556 | 0.9169 | 0.7287 | 0.9169 | 0.9576 | | 0.4904 | 3.3614 | 558 | 0.6954 | 0.7640 | 0.6954 | 0.8339 | | 0.4904 | 3.3735 | 560 | 0.5772 | 0.7317 | 0.5772 | 0.7597 | | 0.4904 | 3.3855 | 562 | 0.5922 | 0.7407 | 0.5922 | 0.7696 | | 0.4904 | 3.3976 | 564 | 0.7112 | 0.7640 | 0.7112 | 0.8434 | | 0.4904 | 3.4096 | 566 | 0.7686 | 0.7640 | 0.7686 | 0.8767 | | 0.4904 | 3.4217 | 568 | 0.8314 | 0.7586 | 0.8314 | 0.9118 | | 0.4904 | 3.4337 | 570 | 0.8417 | 0.7586 | 0.8417 | 0.9174 | | 0.4904 | 3.4458 | 572 | 0.9225 | 0.7287 | 0.9225 | 0.9605 | | 0.4904 | 3.4578 | 574 | 0.8465 | 0.7986 | 0.8465 | 0.9201 | | 0.4904 | 3.4699 | 576 | 0.7360 | 0.7986 | 0.7360 | 0.8579 | | 0.4904 | 3.4819 | 578 | 0.7434 | 0.7986 | 0.7434 | 0.8622 | | 0.4904 | 3.4940 | 580 | 0.7625 | 0.7986 | 0.7625 | 0.8732 | | 0.4904 | 3.5060 | 582 | 0.7575 | 0.7986 | 0.7575 | 0.8704 | | 0.4904 | 3.5181 | 584 | 0.7703 | 0.7986 | 0.7703 | 0.8777 | | 0.4904 | 3.5301 | 586 | 0.7115 | 0.7586 | 0.7115 | 0.8435 | | 0.4904 | 3.5422 | 588 | 0.6610 | 0.72 | 0.6610 | 0.8130 | | 0.4904 | 3.5542 | 590 | 0.6183 | 0.72 | 0.6183 | 0.7863 | | 0.4904 | 3.5663 | 592 | 0.6401 | 0.7640 | 0.6401 | 0.8001 | | 0.4904 | 3.5783 | 594 | 0.7887 | 0.7586 | 0.7887 | 0.8881 | | 0.4904 | 3.5904 | 596 | 1.0048 | 0.7529 | 1.0048 | 1.0024 | | 0.4904 | 3.6024 | 598 | 0.9775 | 0.7709 | 0.9775 | 0.9887 | | 0.4904 | 3.6145 | 600 | 0.8322 | 0.7986 | 0.8322 | 0.9122 | | 0.4904 | 3.6265 | 602 | 0.7263 | 0.7535 | 0.7263 | 0.8522 | | 0.4904 | 3.6386 | 604 | 0.6351 | 0.7317 | 0.6351 | 0.7969 | | 0.4904 | 3.6506 | 606 | 0.5442 | 0.6957 | 0.5442 | 0.7377 | | 0.4904 | 3.6627 | 608 | 0.5452 | 0.7317 | 0.5452 | 0.7384 | | 0.4904 | 3.6747 | 610 | 0.6449 | 0.7640 | 0.6449 | 0.8031 | | 0.4904 | 3.6867 | 612 | 0.7396 | 0.7348 | 0.7396 | 0.8600 | | 0.4904 | 3.6988 | 614 | 0.8460 | 0.8042 | 0.8460 | 0.9198 | | 0.4904 | 3.7108 | 616 | 0.7577 | 0.7348 | 0.7577 | 0.8705 | | 0.4904 | 3.7229 | 618 | 0.5667 | 0.7317 | 0.5667 | 0.7528 | | 0.4904 | 3.7349 | 620 | 0.4287 | 0.7004 | 0.4287 | 0.6548 | | 0.4904 | 3.7470 | 622 | 0.4073 | 0.7004 | 0.4073 | 0.6382 | | 0.4904 | 3.7590 | 624 | 0.4364 | 0.7004 | 0.4364 | 0.6606 | | 0.4904 | 3.7711 | 626 | 0.5534 | 0.7317 | 0.5534 | 0.7439 | | 0.4904 | 3.7831 | 628 | 0.7040 | 0.7864 | 0.7040 | 0.8390 | | 0.4904 | 3.7952 | 630 | 0.7670 | 0.8170 | 0.7670 | 0.8758 | | 0.4904 | 3.8072 | 632 | 0.6729 | 0.7864 | 0.6729 | 0.8203 | | 0.4904 | 3.8193 | 634 | 0.5468 | 0.7535 | 0.5468 | 0.7395 | | 0.4904 | 3.8313 | 636 | 0.5239 | 0.7692 | 0.5239 | 0.7238 | | 0.4904 | 3.8434 | 638 | 0.5878 | 0.7535 | 0.5878 | 0.7667 | | 0.4904 | 3.8554 | 640 | 0.7051 | 0.7482 | 0.7051 | 0.8397 | | 0.4904 | 3.8675 | 642 | 0.8314 | 0.7774 | 0.8314 | 0.9118 | | 0.4904 | 3.8795 | 644 | 0.7971 | 0.7426 | 0.7971 | 0.8928 | | 0.4904 | 3.8916 | 646 | 0.7078 | 0.7426 | 0.7078 | 0.8413 | | 0.4904 | 3.9036 | 648 | 0.7055 | 0.72 | 0.7055 | 0.8399 | | 0.4904 | 3.9157 | 650 | 0.6465 | 0.7482 | 0.6465 | 0.8040 | | 0.4904 | 3.9277 | 652 | 0.5797 | 0.7266 | 0.5797 | 0.7614 | | 0.4904 | 3.9398 | 654 | 0.6448 | 0.7482 | 0.6448 | 0.8030 | | 0.4904 | 3.9518 | 656 | 0.7939 | 0.72 | 0.7939 | 0.8910 | | 0.4904 | 3.9639 | 658 | 0.8626 | 0.72 | 0.8626 | 0.9288 | | 0.4904 | 3.9759 | 660 | 0.7767 | 0.7864 | 0.7767 | 0.8813 | | 0.4904 | 3.9880 | 662 | 0.7040 | 0.7864 | 0.7040 | 0.8390 | | 0.4904 | 4.0 | 664 | 0.6612 | 0.7864 | 0.6612 | 0.8132 | | 0.4904 | 4.0120 | 666 | 0.6056 | 0.7317 | 0.6056 | 0.7782 | | 0.4904 | 4.0241 | 668 | 0.6648 | 0.7535 | 0.6648 | 0.8154 | | 0.4904 | 4.0361 | 670 | 0.7939 | 0.7426 | 0.7939 | 0.8910 | | 0.4904 | 4.0482 | 672 | 0.9082 | 0.7426 | 0.9082 | 0.9530 | | 0.4904 | 4.0602 | 674 | 0.9978 | 0.7778 | 0.9978 | 0.9989 | | 0.4904 | 4.0723 | 676 | 0.9396 | 0.7426 | 0.9396 | 0.9693 | | 0.4904 | 4.0843 | 678 | 0.8346 | 0.7426 | 0.8346 | 0.9136 | | 0.4904 | 4.0964 | 680 | 0.7657 | 0.7482 | 0.7657 | 0.8750 | | 0.4904 | 4.1084 | 682 | 0.7059 | 0.7864 | 0.7059 | 0.8402 | | 0.4904 | 4.1205 | 684 | 0.6951 | 0.7864 | 0.6951 | 0.8337 | | 0.4904 | 4.1325 | 686 | 0.7280 | 0.7651 | 0.7280 | 0.8532 | | 0.4904 | 4.1446 | 688 | 0.7718 | 0.7864 | 0.7718 | 0.8785 | | 0.4904 | 4.1566 | 690 | 0.7490 | 0.7864 | 0.7490 | 0.8654 | | 0.4904 | 4.1687 | 692 | 0.7224 | 0.7864 | 0.7224 | 0.8499 | | 0.4904 | 4.1807 | 694 | 0.6819 | 0.7317 | 0.6819 | 0.8258 | | 0.4904 | 4.1928 | 696 | 0.7059 | 0.7651 | 0.7059 | 0.8402 | | 0.4904 | 4.2048 | 698 | 0.7992 | 0.7864 | 0.7992 | 0.8940 | | 0.4904 | 4.2169 | 700 | 0.8553 | 0.7864 | 0.8553 | 0.9248 | | 0.4904 | 4.2289 | 702 | 0.8230 | 0.7864 | 0.8230 | 0.9072 | | 0.4904 | 4.2410 | 704 | 0.6903 | 0.7556 | 0.6903 | 0.8308 | | 0.4904 | 4.2530 | 706 | 0.5987 | 0.7358 | 0.5987 | 0.7737 | | 0.4904 | 4.2651 | 708 | 0.5720 | 0.7036 | 0.5720 | 0.7563 | | 0.4904 | 4.2771 | 710 | 0.6128 | 0.7556 | 0.6128 | 0.7828 | | 0.4904 | 4.2892 | 712 | 0.6344 | 0.7556 | 0.6344 | 0.7965 | | 0.4904 | 4.3012 | 714 | 0.6331 | 0.7556 | 0.6331 | 0.7957 | | 0.4904 | 4.3133 | 716 | 0.6267 | 0.7358 | 0.6267 | 0.7916 | | 0.4904 | 4.3253 | 718 | 0.5890 | 0.7358 | 0.5890 | 0.7675 | | 0.4904 | 4.3373 | 720 | 0.6088 | 0.7358 | 0.6088 | 0.7802 | | 0.4904 | 4.3494 | 722 | 0.6005 | 0.7358 | 0.6005 | 0.7749 | | 0.4904 | 4.3614 | 724 | 0.6039 | 0.7358 | 0.6039 | 0.7771 | | 0.4904 | 4.3735 | 726 | 0.6299 | 0.7864 | 0.6299 | 0.7936 | | 0.4904 | 4.3855 | 728 | 0.6862 | 0.7864 | 0.6862 | 0.8284 | | 0.4904 | 4.3976 | 730 | 0.6613 | 0.7864 | 0.6613 | 0.8132 | | 0.4904 | 4.4096 | 732 | 0.6292 | 0.7535 | 0.6292 | 0.7932 | | 0.4904 | 4.4217 | 734 | 0.5771 | 0.7116 | 0.5771 | 0.7596 | | 0.4904 | 4.4337 | 736 | 0.5325 | 0.7116 | 0.5325 | 0.7297 | | 0.4904 | 4.4458 | 738 | 0.5132 | 0.7429 | 0.5132 | 0.7164 | | 0.4904 | 4.4578 | 740 | 0.5235 | 0.7116 | 0.5235 | 0.7235 | | 0.4904 | 4.4699 | 742 | 0.5868 | 0.7116 | 0.5868 | 0.7660 | | 0.4904 | 4.4819 | 744 | 0.6629 | 0.7482 | 0.6629 | 0.8142 | | 0.4904 | 4.4940 | 746 | 0.7879 | 0.7482 | 0.7879 | 0.8876 | | 0.4904 | 4.5060 | 748 | 0.7810 | 0.7482 | 0.7810 | 0.8837 | | 0.4904 | 4.5181 | 750 | 0.7362 | 0.7864 | 0.7362 | 0.8580 | | 0.4904 | 4.5301 | 752 | 0.6500 | 0.7651 | 0.6500 | 0.8062 | | 0.4904 | 4.5422 | 754 | 0.5596 | 0.7317 | 0.5596 | 0.7481 | | 0.4904 | 4.5542 | 756 | 0.5705 | 0.7651 | 0.5705 | 0.7553 | | 0.4904 | 4.5663 | 758 | 0.6361 | 0.7864 | 0.6361 | 0.7975 | | 0.4904 | 4.5783 | 760 | 0.7301 | 0.7482 | 0.7301 | 0.8545 | | 0.4904 | 4.5904 | 762 | 0.8201 | 0.7829 | 0.8201 | 0.9056 | | 0.4904 | 4.6024 | 764 | 0.7894 | 0.7829 | 0.7894 | 0.8885 | | 0.4904 | 4.6145 | 766 | 0.7429 | 0.7586 | 0.7429 | 0.8619 | | 0.4904 | 4.6265 | 768 | 0.7130 | 0.7586 | 0.7130 | 0.8444 | | 0.4904 | 4.6386 | 770 | 0.6781 | 0.7586 | 0.6781 | 0.8235 | | 0.4904 | 4.6506 | 772 | 0.6527 | 0.7482 | 0.6527 | 0.8079 | | 0.4904 | 4.6627 | 774 | 0.5998 | 0.7260 | 0.5998 | 0.7744 | | 0.4904 | 4.6747 | 776 | 0.5909 | 0.7042 | 0.5909 | 0.7687 | | 0.4904 | 4.6867 | 778 | 0.6230 | 0.7042 | 0.6230 | 0.7893 | | 0.4904 | 4.6988 | 780 | 0.7088 | 0.7260 | 0.7088 | 0.8419 | | 0.4904 | 4.7108 | 782 | 0.8320 | 0.7336 | 0.8320 | 0.9121 | | 0.4904 | 4.7229 | 784 | 0.8212 | 0.7864 | 0.8212 | 0.9062 | | 0.4904 | 4.7349 | 786 | 0.7082 | 0.7864 | 0.7082 | 0.8416 | | 0.4904 | 4.7470 | 788 | 0.5960 | 0.7358 | 0.5960 | 0.7720 | | 0.4904 | 4.7590 | 790 | 0.5748 | 0.7864 | 0.5748 | 0.7582 | | 0.4904 | 4.7711 | 792 | 0.6482 | 0.7864 | 0.6482 | 0.8051 | | 0.4904 | 4.7831 | 794 | 0.7293 | 0.7482 | 0.7293 | 0.8540 | | 0.4904 | 4.7952 | 796 | 0.7259 | 0.7482 | 0.7259 | 0.8520 | | 0.4904 | 4.8072 | 798 | 0.7256 | 0.7482 | 0.7256 | 0.8518 | | 0.4904 | 4.8193 | 800 | 0.6203 | 0.7864 | 0.6203 | 0.7876 | | 0.4904 | 4.8313 | 802 | 0.5479 | 0.7535 | 0.5479 | 0.7402 | | 0.4904 | 4.8434 | 804 | 0.4825 | 0.7601 | 0.4825 | 0.6946 | | 0.4904 | 4.8554 | 806 | 0.4507 | 0.7290 | 0.4507 | 0.6713 | | 0.4904 | 4.8675 | 808 | 0.4580 | 0.7601 | 0.4580 | 0.6768 | | 0.4904 | 4.8795 | 810 | 0.5081 | 0.7237 | 0.5081 | 0.7128 | | 0.4904 | 4.8916 | 812 | 0.6167 | 0.7864 | 0.6167 | 0.7853 | | 0.4904 | 4.9036 | 814 | 0.6928 | 0.7864 | 0.6928 | 0.8324 | | 0.4904 | 4.9157 | 816 | 0.6970 | 0.7482 | 0.6970 | 0.8349 | | 0.4904 | 4.9277 | 818 | 0.6291 | 0.7482 | 0.6291 | 0.7932 | | 0.4904 | 4.9398 | 820 | 0.5578 | 0.7266 | 0.5578 | 0.7468 | | 0.4904 | 4.9518 | 822 | 0.5394 | 0.7266 | 0.5394 | 0.7345 | | 0.4904 | 4.9639 | 824 | 0.5178 | 0.7266 | 0.5178 | 0.7196 | | 0.4904 | 4.9759 | 826 | 0.5455 | 0.8028 | 0.5455 | 0.7386 | | 0.4904 | 4.9880 | 828 | 0.6355 | 0.7864 | 0.6355 | 0.7972 | | 0.4904 | 5.0 | 830 | 0.7409 | 0.7482 | 0.7409 | 0.8607 | | 0.4904 | 5.0120 | 832 | 0.7339 | 0.7482 | 0.7339 | 0.8567 | | 0.4904 | 5.0241 | 834 | 0.6872 | 0.7864 | 0.6872 | 0.8290 | | 0.4904 | 5.0361 | 836 | 0.6329 | 0.7864 | 0.6329 | 0.7955 | | 0.4904 | 5.0482 | 838 | 0.6464 | 0.7482 | 0.6464 | 0.8040 | | 0.4904 | 5.0602 | 840 | 0.5786 | 0.7482 | 0.5786 | 0.7607 | | 0.4904 | 5.0723 | 842 | 0.5448 | 0.7482 | 0.5448 | 0.7381 | | 0.4904 | 5.0843 | 844 | 0.5453 | 0.7482 | 0.5453 | 0.7385 | | 0.4904 | 5.0964 | 846 | 0.5332 | 0.7640 | 0.5332 | 0.7302 | | 0.4904 | 5.1084 | 848 | 0.5429 | 0.7640 | 0.5429 | 0.7368 | | 0.4904 | 5.1205 | 850 | 0.5445 | 0.7482 | 0.5445 | 0.7379 | | 0.4904 | 5.1325 | 852 | 0.5446 | 0.7482 | 0.5446 | 0.7380 | | 0.4904 | 5.1446 | 854 | 0.5266 | 0.7651 | 0.5266 | 0.7257 | | 0.4904 | 5.1566 | 856 | 0.5398 | 0.7651 | 0.5398 | 0.7347 | | 0.4904 | 5.1687 | 858 | 0.5579 | 0.7651 | 0.5579 | 0.7469 | | 0.4904 | 5.1807 | 860 | 0.5582 | 0.7864 | 0.5582 | 0.7471 | | 0.4904 | 5.1928 | 862 | 0.5369 | 0.7864 | 0.5369 | 0.7327 | | 0.4904 | 5.2048 | 864 | 0.4852 | 0.7864 | 0.4852 | 0.6966 | | 0.4904 | 5.2169 | 866 | 0.4847 | 0.7692 | 0.4847 | 0.6962 | | 0.4904 | 5.2289 | 868 | 0.5210 | 0.7266 | 0.5210 | 0.7218 | | 0.4904 | 5.2410 | 870 | 0.5559 | 0.7482 | 0.5559 | 0.7456 | | 0.4904 | 5.2530 | 872 | 0.6171 | 0.7482 | 0.6171 | 0.7856 | | 0.4904 | 5.2651 | 874 | 0.6488 | 0.7864 | 0.6488 | 0.8055 | | 0.4904 | 5.2771 | 876 | 0.6119 | 0.7864 | 0.6119 | 0.7822 | | 0.4904 | 5.2892 | 878 | 0.6267 | 0.7864 | 0.6267 | 0.7916 | | 0.4904 | 5.3012 | 880 | 0.6934 | 0.7864 | 0.6934 | 0.8327 | | 0.4904 | 5.3133 | 882 | 0.6838 | 0.7864 | 0.6838 | 0.8269 | | 0.4904 | 5.3253 | 884 | 0.7116 | 0.7864 | 0.7116 | 0.8435 | | 0.4904 | 5.3373 | 886 | 0.7336 | 0.7864 | 0.7336 | 0.8565 | | 0.4904 | 5.3494 | 888 | 0.7250 | 0.7482 | 0.7250 | 0.8514 | | 0.4904 | 5.3614 | 890 | 0.7108 | 0.7482 | 0.7108 | 0.8431 | | 0.4904 | 5.3735 | 892 | 0.6052 | 0.7116 | 0.6052 | 0.7779 | | 0.4904 | 5.3855 | 894 | 0.5837 | 0.7116 | 0.5837 | 0.7640 | | 0.4904 | 5.3976 | 896 | 0.5856 | 0.7116 | 0.5856 | 0.7653 | | 0.4904 | 5.4096 | 898 | 0.5802 | 0.7116 | 0.5802 | 0.7617 | | 0.4904 | 5.4217 | 900 | 0.6018 | 0.7116 | 0.6018 | 0.7758 | | 0.4904 | 5.4337 | 902 | 0.6361 | 0.7116 | 0.6361 | 0.7975 | | 0.4904 | 5.4458 | 904 | 0.6012 | 0.7317 | 0.6012 | 0.7754 | | 0.4904 | 5.4578 | 906 | 0.5312 | 0.7317 | 0.5312 | 0.7288 | | 0.4904 | 5.4699 | 908 | 0.5210 | 0.7317 | 0.5210 | 0.7218 | | 0.4904 | 5.4819 | 910 | 0.5173 | 0.7103 | 0.5173 | 0.7192 | | 0.4904 | 5.4940 | 912 | 0.5878 | 0.7317 | 0.5878 | 0.7667 | | 0.4904 | 5.5060 | 914 | 0.7499 | 0.7864 | 0.7499 | 0.8660 | | 0.4904 | 5.5181 | 916 | 0.8622 | 0.7712 | 0.8622 | 0.9286 | | 0.4904 | 5.5301 | 918 | 0.9443 | 0.7336 | 0.9443 | 0.9718 | | 0.4904 | 5.5422 | 920 | 0.8865 | 0.7336 | 0.8865 | 0.9415 | | 0.4904 | 5.5542 | 922 | 0.7795 | 0.7712 | 0.7795 | 0.8829 | | 0.4904 | 5.5663 | 924 | 0.6329 | 0.7535 | 0.6329 | 0.7955 | | 0.4904 | 5.5783 | 926 | 0.5382 | 0.7103 | 0.5382 | 0.7337 | | 0.4904 | 5.5904 | 928 | 0.5156 | 0.7036 | 0.5156 | 0.7180 | | 0.4904 | 5.6024 | 930 | 0.5065 | 0.7036 | 0.5065 | 0.7117 | | 0.4904 | 5.6145 | 932 | 0.5315 | 0.7103 | 0.5315 | 0.7291 | | 0.4904 | 5.6265 | 934 | 0.6030 | 0.7535 | 0.6030 | 0.7765 | | 0.4904 | 5.6386 | 936 | 0.7269 | 0.7482 | 0.7269 | 0.8526 | | 0.4904 | 5.6506 | 938 | 0.8131 | 0.7709 | 0.8131 | 0.9017 | | 0.4904 | 5.6627 | 940 | 0.8423 | 0.7709 | 0.8423 | 0.9178 | | 0.4904 | 5.6747 | 942 | 0.7634 | 0.7482 | 0.7634 | 0.8737 | | 0.4904 | 5.6867 | 944 | 0.6753 | 0.7482 | 0.6753 | 0.8218 | | 0.4904 | 5.6988 | 946 | 0.5915 | 0.7116 | 0.5915 | 0.7691 | | 0.4904 | 5.7108 | 948 | 0.5673 | 0.7535 | 0.5673 | 0.7532 | | 0.4904 | 5.7229 | 950 | 0.5570 | 0.7535 | 0.5570 | 0.7464 | | 0.4904 | 5.7349 | 952 | 0.5597 | 0.7237 | 0.5597 | 0.7481 | | 0.4904 | 5.7470 | 954 | 0.5562 | 0.7442 | 0.5562 | 0.7458 | | 0.4904 | 5.7590 | 956 | 0.6029 | 0.7864 | 0.6029 | 0.7765 | | 0.4904 | 5.7711 | 958 | 0.6361 | 0.7864 | 0.6361 | 0.7976 | | 0.4904 | 5.7831 | 960 | 0.6149 | 0.7864 | 0.6149 | 0.7842 | | 0.4904 | 5.7952 | 962 | 0.5790 | 0.7535 | 0.5790 | 0.7609 | | 0.4904 | 5.8072 | 964 | 0.5476 | 0.7535 | 0.5476 | 0.7400 | | 0.4904 | 5.8193 | 966 | 0.5215 | 0.7317 | 0.5215 | 0.7222 | | 0.4904 | 5.8313 | 968 | 0.5304 | 0.7535 | 0.5304 | 0.7283 | | 0.4904 | 5.8434 | 970 | 0.5926 | 0.7864 | 0.5926 | 0.7698 | | 0.4904 | 5.8554 | 972 | 0.6858 | 0.7864 | 0.6858 | 0.8281 | | 0.4904 | 5.8675 | 974 | 0.7927 | 0.7482 | 0.7927 | 0.8904 | | 0.4904 | 5.8795 | 976 | 0.8034 | 0.7820 | 0.8034 | 0.8963 | | 0.4904 | 5.8916 | 978 | 0.7189 | 0.7864 | 0.7189 | 0.8479 | | 0.4904 | 5.9036 | 980 | 0.6143 | 0.7864 | 0.6143 | 0.7838 | | 0.4904 | 5.9157 | 982 | 0.5469 | 0.7442 | 0.5469 | 0.7395 | | 0.4904 | 5.9277 | 984 | 0.5236 | 0.7103 | 0.5236 | 0.7236 | | 0.4904 | 5.9398 | 986 | 0.5393 | 0.7535 | 0.5393 | 0.7344 | | 0.4904 | 5.9518 | 988 | 0.6097 | 0.7864 | 0.6097 | 0.7808 | | 0.4904 | 5.9639 | 990 | 0.6749 | 0.7482 | 0.6749 | 0.8215 | | 0.4904 | 5.9759 | 992 | 0.6845 | 0.7864 | 0.6845 | 0.8274 | | 0.4904 | 5.9880 | 994 | 0.6856 | 0.7864 | 0.6856 | 0.8280 | | 0.4904 | 6.0 | 996 | 0.6410 | 0.7864 | 0.6410 | 0.8006 | | 0.4904 | 6.0120 | 998 | 0.5693 | 0.7535 | 0.5693 | 0.7545 | | 0.1204 | 6.0241 | 1000 | 0.5647 | 0.7864 | 0.5647 | 0.7515 | | 0.1204 | 6.0361 | 1002 | 0.5961 | 0.7864 | 0.5961 | 0.7721 | | 0.1204 | 6.0482 | 1004 | 0.5839 | 0.7864 | 0.5839 | 0.7641 | | 0.1204 | 6.0602 | 1006 | 0.5501 | 0.7864 | 0.5501 | 0.7417 | | 0.1204 | 6.0723 | 1008 | 0.5465 | 0.7864 | 0.5465 | 0.7392 | | 0.1204 | 6.0843 | 1010 | 0.5439 | 0.8028 | 0.5439 | 0.7375 | | 0.1204 | 6.0964 | 1012 | 0.5704 | 0.7864 | 0.5704 | 0.7553 | | 0.1204 | 6.1084 | 1014 | 0.5938 | 0.7864 | 0.5938 | 0.7706 | | 0.1204 | 6.1205 | 1016 | 0.6169 | 0.7864 | 0.6169 | 0.7854 | | 0.1204 | 6.1325 | 1018 | 0.6522 | 0.7864 | 0.6522 | 0.8076 | | 0.1204 | 6.1446 | 1020 | 0.6528 | 0.7864 | 0.6528 | 0.8080 | | 0.1204 | 6.1566 | 1022 | 0.6142 | 0.7864 | 0.6142 | 0.7837 | | 0.1204 | 6.1687 | 1024 | 0.5781 | 0.7756 | 0.5781 | 0.7603 | | 0.1204 | 6.1807 | 1026 | 0.5783 | 0.7756 | 0.5783 | 0.7604 | | 0.1204 | 6.1928 | 1028 | 0.5571 | 0.7556 | 0.5571 | 0.7464 | | 0.1204 | 6.2048 | 1030 | 0.5521 | 0.7556 | 0.5521 | 0.7430 | | 0.1204 | 6.2169 | 1032 | 0.5998 | 0.7651 | 0.5998 | 0.7745 | | 0.1204 | 6.2289 | 1034 | 0.6370 | 0.7651 | 0.6370 | 0.7981 | | 0.1204 | 6.2410 | 1036 | 0.5971 | 0.7805 | 0.5971 | 0.7727 | | 0.1204 | 6.2530 | 1038 | 0.5395 | 0.7805 | 0.5395 | 0.7345 | | 0.1204 | 6.2651 | 1040 | 0.5460 | 0.7805 | 0.5460 | 0.7389 | | 0.1204 | 6.2771 | 1042 | 0.6062 | 0.7805 | 0.6062 | 0.7786 | | 0.1204 | 6.2892 | 1044 | 0.6709 | 0.7864 | 0.6709 | 0.8191 | | 0.1204 | 6.3012 | 1046 | 0.6693 | 0.7864 | 0.6693 | 0.8181 | | 0.1204 | 6.3133 | 1048 | 0.6486 | 0.7864 | 0.6486 | 0.8054 | | 0.1204 | 6.3253 | 1050 | 0.5867 | 0.8028 | 0.5867 | 0.7660 | | 0.1204 | 6.3373 | 1052 | 0.5811 | 0.8028 | 0.5811 | 0.7623 | | 0.1204 | 6.3494 | 1054 | 0.5878 | 0.8028 | 0.5878 | 0.7667 | | 0.1204 | 6.3614 | 1056 | 0.5847 | 0.8028 | 0.5847 | 0.7646 | | 0.1204 | 6.3735 | 1058 | 0.5693 | 0.8028 | 0.5693 | 0.7545 | | 0.1204 | 6.3855 | 1060 | 0.5832 | 0.8028 | 0.5832 | 0.7637 | | 0.1204 | 6.3976 | 1062 | 0.5881 | 0.8028 | 0.5881 | 0.7668 | | 0.1204 | 6.4096 | 1064 | 0.5799 | 0.8028 | 0.5799 | 0.7615 | | 0.1204 | 6.4217 | 1066 | 0.5776 | 0.8028 | 0.5776 | 0.7600 | | 0.1204 | 6.4337 | 1068 | 0.5578 | 0.8028 | 0.5578 | 0.7469 | | 0.1204 | 6.4458 | 1070 | 0.5641 | 0.8028 | 0.5641 | 0.7511 | | 0.1204 | 6.4578 | 1072 | 0.5698 | 0.8028 | 0.5698 | 0.7548 | | 0.1204 | 6.4699 | 1074 | 0.5664 | 0.8028 | 0.5664 | 0.7526 | | 0.1204 | 6.4819 | 1076 | 0.5314 | 0.7805 | 0.5314 | 0.7289 | | 0.1204 | 6.4940 | 1078 | 0.5019 | 0.7464 | 0.5019 | 0.7085 | | 0.1204 | 6.5060 | 1080 | 0.4953 | 0.7464 | 0.4953 | 0.7038 | | 0.1204 | 6.5181 | 1082 | 0.5181 | 0.7805 | 0.5181 | 0.7198 | | 0.1204 | 6.5301 | 1084 | 0.5252 | 0.8028 | 0.5252 | 0.7247 | | 0.1204 | 6.5422 | 1086 | 0.5554 | 0.8028 | 0.5554 | 0.7453 | | 0.1204 | 6.5542 | 1088 | 0.5402 | 0.8028 | 0.5402 | 0.7350 | | 0.1204 | 6.5663 | 1090 | 0.5119 | 0.7692 | 0.5119 | 0.7154 | | 0.1204 | 6.5783 | 1092 | 0.5203 | 0.7692 | 0.5203 | 0.7213 | | 0.1204 | 6.5904 | 1094 | 0.5608 | 0.8028 | 0.5608 | 0.7488 | | 0.1204 | 6.6024 | 1096 | 0.6397 | 0.7864 | 0.6397 | 0.7998 | | 0.1204 | 6.6145 | 1098 | 0.6868 | 0.7864 | 0.6868 | 0.8287 | | 0.1204 | 6.6265 | 1100 | 0.7414 | 0.8082 | 0.7414 | 0.8610 | | 0.1204 | 6.6386 | 1102 | 0.7261 | 0.8082 | 0.7261 | 0.8521 | | 0.1204 | 6.6506 | 1104 | 0.7068 | 0.7864 | 0.7068 | 0.8407 | | 0.1204 | 6.6627 | 1106 | 0.6982 | 0.7864 | 0.6982 | 0.8356 | | 0.1204 | 6.6747 | 1108 | 0.6706 | 0.7864 | 0.6706 | 0.8189 | | 0.1204 | 6.6867 | 1110 | 0.5980 | 0.7864 | 0.5980 | 0.7733 | | 0.1204 | 6.6988 | 1112 | 0.5482 | 0.7864 | 0.5482 | 0.7404 | | 0.1204 | 6.7108 | 1114 | 0.5613 | 0.7864 | 0.5613 | 0.7492 | | 0.1204 | 6.7229 | 1116 | 0.6030 | 0.7864 | 0.6030 | 0.7765 | | 0.1204 | 6.7349 | 1118 | 0.6418 | 0.7864 | 0.6418 | 0.8011 | | 0.1204 | 6.7470 | 1120 | 0.6533 | 0.7864 | 0.6533 | 0.8083 | | 0.1204 | 6.7590 | 1122 | 0.6342 | 0.7864 | 0.6342 | 0.7963 | | 0.1204 | 6.7711 | 1124 | 0.6087 | 0.7864 | 0.6087 | 0.7802 | | 0.1204 | 6.7831 | 1126 | 0.5759 | 0.7864 | 0.5759 | 0.7589 | | 0.1204 | 6.7952 | 1128 | 0.5407 | 0.7864 | 0.5407 | 0.7353 | | 0.1204 | 6.8072 | 1130 | 0.5285 | 0.7556 | 0.5285 | 0.7270 | | 0.1204 | 6.8193 | 1132 | 0.5106 | 0.7556 | 0.5106 | 0.7146 | | 0.1204 | 6.8313 | 1134 | 0.5241 | 0.7756 | 0.5241 | 0.7240 | | 0.1204 | 6.8434 | 1136 | 0.5414 | 0.7864 | 0.5414 | 0.7358 | | 0.1204 | 6.8554 | 1138 | 0.5694 | 0.7864 | 0.5694 | 0.7546 | | 0.1204 | 6.8675 | 1140 | 0.6435 | 0.7864 | 0.6435 | 0.8022 | | 0.1204 | 6.8795 | 1142 | 0.7071 | 0.7864 | 0.7071 | 0.8409 | | 0.1204 | 6.8916 | 1144 | 0.7450 | 0.7864 | 0.7450 | 0.8631 | | 0.1204 | 6.9036 | 1146 | 0.7243 | 0.8082 | 0.7243 | 0.8511 | | 0.1204 | 6.9157 | 1148 | 0.6494 | 0.7864 | 0.6494 | 0.8059 | | 0.1204 | 6.9277 | 1150 | 0.5760 | 0.7692 | 0.5760 | 0.7589 | | 0.1204 | 6.9398 | 1152 | 0.5273 | 0.7692 | 0.5273 | 0.7261 | | 0.1204 | 6.9518 | 1154 | 0.5201 | 0.7692 | 0.5201 | 0.7212 | | 0.1204 | 6.9639 | 1156 | 0.5433 | 0.7692 | 0.5433 | 0.7371 | | 0.1204 | 6.9759 | 1158 | 0.5748 | 0.7535 | 0.5748 | 0.7581 | | 0.1204 | 6.9880 | 1160 | 0.6009 | 0.7864 | 0.6009 | 0.7752 | | 0.1204 | 7.0 | 1162 | 0.6064 | 0.7864 | 0.6064 | 0.7787 | | 0.1204 | 7.0120 | 1164 | 0.6418 | 0.7864 | 0.6418 | 0.8011 | | 0.1204 | 7.0241 | 1166 | 0.6509 | 0.7864 | 0.6509 | 0.8068 | | 0.1204 | 7.0361 | 1168 | 0.6449 | 0.7864 | 0.6449 | 0.8031 | | 0.1204 | 7.0482 | 1170 | 0.6191 | 0.7864 | 0.6191 | 0.7868 | | 0.1204 | 7.0602 | 1172 | 0.5454 | 0.7864 | 0.5454 | 0.7385 | | 0.1204 | 7.0723 | 1174 | 0.4935 | 0.7442 | 0.4935 | 0.7025 | | 0.1204 | 7.0843 | 1176 | 0.4907 | 0.7036 | 0.4907 | 0.7005 | | 0.1204 | 7.0964 | 1178 | 0.5128 | 0.7442 | 0.5128 | 0.7161 | | 0.1204 | 7.1084 | 1180 | 0.5308 | 0.7864 | 0.5308 | 0.7286 | | 0.1204 | 7.1205 | 1182 | 0.5339 | 0.7535 | 0.5339 | 0.7307 | | 0.1204 | 7.1325 | 1184 | 0.5602 | 0.7864 | 0.5602 | 0.7484 | | 0.1204 | 7.1446 | 1186 | 0.5748 | 0.7864 | 0.5748 | 0.7582 | | 0.1204 | 7.1566 | 1188 | 0.6085 | 0.7864 | 0.6085 | 0.7801 | | 0.1204 | 7.1687 | 1190 | 0.6080 | 0.7864 | 0.6080 | 0.7798 | | 0.1204 | 7.1807 | 1192 | 0.6004 | 0.7864 | 0.6004 | 0.7749 | | 0.1204 | 7.1928 | 1194 | 0.6363 | 0.7864 | 0.6363 | 0.7977 | | 0.1204 | 7.2048 | 1196 | 0.6525 | 0.7864 | 0.6525 | 0.8078 | | 0.1204 | 7.2169 | 1198 | 0.6506 | 0.7864 | 0.6506 | 0.8066 | | 0.1204 | 7.2289 | 1200 | 0.6181 | 0.7535 | 0.6181 | 0.7862 | | 0.1204 | 7.2410 | 1202 | 0.5672 | 0.7535 | 0.5672 | 0.7531 | | 0.1204 | 7.2530 | 1204 | 0.5370 | 0.7535 | 0.5370 | 0.7328 | | 0.1204 | 7.2651 | 1206 | 0.5440 | 0.7535 | 0.5440 | 0.7376 | | 0.1204 | 7.2771 | 1208 | 0.5863 | 0.7535 | 0.5863 | 0.7657 | | 0.1204 | 7.2892 | 1210 | 0.6383 | 0.8082 | 0.6383 | 0.7989 | | 0.1204 | 7.3012 | 1212 | 0.6827 | 0.8082 | 0.6827 | 0.8263 | | 0.1204 | 7.3133 | 1214 | 0.7081 | 0.8082 | 0.7081 | 0.8415 | | 0.1204 | 7.3253 | 1216 | 0.6947 | 0.8082 | 0.6947 | 0.8335 | | 0.1204 | 7.3373 | 1218 | 0.6449 | 0.8082 | 0.6449 | 0.8031 | | 0.1204 | 7.3494 | 1220 | 0.5755 | 0.7535 | 0.5755 | 0.7586 | | 0.1204 | 7.3614 | 1222 | 0.5361 | 0.7535 | 0.5361 | 0.7322 | | 0.1204 | 7.3735 | 1224 | 0.5386 | 0.7535 | 0.5386 | 0.7339 | | 0.1204 | 7.3855 | 1226 | 0.5623 | 0.7535 | 0.5623 | 0.7499 | | 0.1204 | 7.3976 | 1228 | 0.5947 | 0.7535 | 0.5947 | 0.7711 | | 0.1204 | 7.4096 | 1230 | 0.6258 | 0.7535 | 0.6258 | 0.7911 | | 0.1204 | 7.4217 | 1232 | 0.6423 | 0.7864 | 0.6423 | 0.8015 | | 0.1204 | 7.4337 | 1234 | 0.6079 | 0.7535 | 0.6079 | 0.7797 | | 0.1204 | 7.4458 | 1236 | 0.5590 | 0.7535 | 0.5590 | 0.7476 | | 0.1204 | 7.4578 | 1238 | 0.5331 | 0.7535 | 0.5331 | 0.7301 | | 0.1204 | 7.4699 | 1240 | 0.5420 | 0.7535 | 0.5420 | 0.7362 | | 0.1204 | 7.4819 | 1242 | 0.5509 | 0.7535 | 0.5509 | 0.7422 | | 0.1204 | 7.4940 | 1244 | 0.5629 | 0.7535 | 0.5629 | 0.7503 | | 0.1204 | 7.5060 | 1246 | 0.6098 | 0.7535 | 0.6098 | 0.7809 | | 0.1204 | 7.5181 | 1248 | 0.6703 | 0.7864 | 0.6703 | 0.8187 | | 0.1204 | 7.5301 | 1250 | 0.7083 | 0.7864 | 0.7083 | 0.8416 | | 0.1204 | 7.5422 | 1252 | 0.6923 | 0.7864 | 0.6923 | 0.8320 | | 0.1204 | 7.5542 | 1254 | 0.6416 | 0.7864 | 0.6416 | 0.8010 | | 0.1204 | 7.5663 | 1256 | 0.5829 | 0.7864 | 0.5829 | 0.7635 | | 0.1204 | 7.5783 | 1258 | 0.5527 | 0.7317 | 0.5527 | 0.7434 | | 0.1204 | 7.5904 | 1260 | 0.5447 | 0.7237 | 0.5447 | 0.7381 | | 0.1204 | 7.6024 | 1262 | 0.5467 | 0.7237 | 0.5467 | 0.7394 | | 0.1204 | 7.6145 | 1264 | 0.5324 | 0.7317 | 0.5324 | 0.7297 | | 0.1204 | 7.6265 | 1266 | 0.5477 | 0.7535 | 0.5477 | 0.7401 | | 0.1204 | 7.6386 | 1268 | 0.5836 | 0.7535 | 0.5836 | 0.7639 | | 0.1204 | 7.6506 | 1270 | 0.6288 | 0.7535 | 0.6288 | 0.7930 | | 0.1204 | 7.6627 | 1272 | 0.6646 | 0.7864 | 0.6646 | 0.8152 | | 0.1204 | 7.6747 | 1274 | 0.6726 | 0.7864 | 0.6726 | 0.8201 | | 0.1204 | 7.6867 | 1276 | 0.6594 | 0.7535 | 0.6594 | 0.8120 | | 0.1204 | 7.6988 | 1278 | 0.6181 | 0.7535 | 0.6181 | 0.7862 | | 0.1204 | 7.7108 | 1280 | 0.5633 | 0.7535 | 0.5633 | 0.7505 | | 0.1204 | 7.7229 | 1282 | 0.5157 | 0.7535 | 0.5157 | 0.7181 | | 0.1204 | 7.7349 | 1284 | 0.5090 | 0.7535 | 0.5090 | 0.7134 | | 0.1204 | 7.7470 | 1286 | 0.5257 | 0.7535 | 0.5257 | 0.7251 | | 0.1204 | 7.7590 | 1288 | 0.5509 | 0.7535 | 0.5509 | 0.7422 | | 0.1204 | 7.7711 | 1290 | 0.5955 | 0.7535 | 0.5955 | 0.7717 | | 0.1204 | 7.7831 | 1292 | 0.6503 | 0.7535 | 0.6503 | 0.8064 | | 0.1204 | 7.7952 | 1294 | 0.6607 | 0.7535 | 0.6607 | 0.8128 | | 0.1204 | 7.8072 | 1296 | 0.6607 | 0.7864 | 0.6607 | 0.8128 | | 0.1204 | 7.8193 | 1298 | 0.6572 | 0.7864 | 0.6572 | 0.8106 | | 0.1204 | 7.8313 | 1300 | 0.6809 | 0.7864 | 0.6809 | 0.8252 | | 0.1204 | 7.8434 | 1302 | 0.6683 | 0.7864 | 0.6683 | 0.8175 | | 0.1204 | 7.8554 | 1304 | 0.6158 | 0.7535 | 0.6158 | 0.7847 | | 0.1204 | 7.8675 | 1306 | 0.5569 | 0.7535 | 0.5569 | 0.7463 | | 0.1204 | 7.8795 | 1308 | 0.5227 | 0.7317 | 0.5227 | 0.7230 | | 0.1204 | 7.8916 | 1310 | 0.5042 | 0.7317 | 0.5042 | 0.7100 | | 0.1204 | 7.9036 | 1312 | 0.4841 | 0.7317 | 0.4841 | 0.6957 | | 0.1204 | 7.9157 | 1314 | 0.4765 | 0.7317 | 0.4765 | 0.6903 | | 0.1204 | 7.9277 | 1316 | 0.4936 | 0.7317 | 0.4936 | 0.7026 | | 0.1204 | 7.9398 | 1318 | 0.5272 | 0.7317 | 0.5272 | 0.7261 | | 0.1204 | 7.9518 | 1320 | 0.5524 | 0.7535 | 0.5524 | 0.7433 | | 0.1204 | 7.9639 | 1322 | 0.5588 | 0.7864 | 0.5588 | 0.7475 | | 0.1204 | 7.9759 | 1324 | 0.5576 | 0.7864 | 0.5576 | 0.7467 | | 0.1204 | 7.9880 | 1326 | 0.5381 | 0.7535 | 0.5381 | 0.7336 | | 0.1204 | 8.0 | 1328 | 0.4936 | 0.7317 | 0.4936 | 0.7026 | | 0.1204 | 8.0120 | 1330 | 0.4773 | 0.7464 | 0.4773 | 0.6908 | | 0.1204 | 8.0241 | 1332 | 0.4937 | 0.7464 | 0.4937 | 0.7027 | | 0.1204 | 8.0361 | 1334 | 0.5118 | 0.7535 | 0.5118 | 0.7154 | | 0.1204 | 8.0482 | 1336 | 0.5469 | 0.7535 | 0.5469 | 0.7395 | | 0.1204 | 8.0602 | 1338 | 0.5778 | 0.7535 | 0.5778 | 0.7601 | | 0.1204 | 8.0723 | 1340 | 0.6425 | 0.7709 | 0.6425 | 0.8015 | | 0.1204 | 8.0843 | 1342 | 0.7161 | 0.7709 | 0.7161 | 0.8462 | | 0.1204 | 8.0964 | 1344 | 0.7376 | 0.7709 | 0.7376 | 0.8588 | | 0.1204 | 8.1084 | 1346 | 0.7150 | 0.7709 | 0.7150 | 0.8456 | | 0.1204 | 8.1205 | 1348 | 0.6682 | 0.7709 | 0.6682 | 0.8174 | | 0.1204 | 8.1325 | 1350 | 0.6071 | 0.7758 | 0.6071 | 0.7792 | | 0.1204 | 8.1446 | 1352 | 0.5455 | 0.7535 | 0.5455 | 0.7386 | | 0.1204 | 8.1566 | 1354 | 0.5041 | 0.7692 | 0.5041 | 0.7100 | | 0.1204 | 8.1687 | 1356 | 0.4959 | 0.7692 | 0.4959 | 0.7042 | | 0.1204 | 8.1807 | 1358 | 0.4861 | 0.7692 | 0.4861 | 0.6972 | | 0.1204 | 8.1928 | 1360 | 0.4858 | 0.7692 | 0.4858 | 0.6970 | | 0.1204 | 8.2048 | 1362 | 0.5148 | 0.7535 | 0.5148 | 0.7175 | | 0.1204 | 8.2169 | 1364 | 0.5329 | 0.7535 | 0.5329 | 0.7300 | | 0.1204 | 8.2289 | 1366 | 0.5233 | 0.7535 | 0.5233 | 0.7234 | | 0.1204 | 8.2410 | 1368 | 0.5208 | 0.7535 | 0.5208 | 0.7217 | | 0.1204 | 8.2530 | 1370 | 0.5418 | 0.7535 | 0.5418 | 0.7361 | | 0.1204 | 8.2651 | 1372 | 0.5758 | 0.7535 | 0.5758 | 0.7588 | | 0.1204 | 8.2771 | 1374 | 0.6081 | 0.8082 | 0.6081 | 0.7798 | | 0.1204 | 8.2892 | 1376 | 0.6465 | 0.7709 | 0.6465 | 0.8041 | | 0.1204 | 8.3012 | 1378 | 0.6860 | 0.7709 | 0.6860 | 0.8283 | | 0.1204 | 8.3133 | 1380 | 0.7192 | 0.7709 | 0.7192 | 0.8481 | | 0.1204 | 8.3253 | 1382 | 0.7135 | 0.7709 | 0.7135 | 0.8447 | | 0.1204 | 8.3373 | 1384 | 0.6816 | 0.7709 | 0.6816 | 0.8256 | | 0.1204 | 8.3494 | 1386 | 0.6284 | 0.7348 | 0.6284 | 0.7927 | | 0.1204 | 8.3614 | 1388 | 0.5866 | 0.7510 | 0.5866 | 0.7659 | | 0.1204 | 8.3735 | 1390 | 0.5551 | 0.7266 | 0.5551 | 0.7451 | | 0.1204 | 8.3855 | 1392 | 0.5403 | 0.7692 | 0.5403 | 0.7350 | | 0.1204 | 8.3976 | 1394 | 0.5340 | 0.7692 | 0.5340 | 0.7307 | | 0.1204 | 8.4096 | 1396 | 0.5465 | 0.7692 | 0.5465 | 0.7392 | | 0.1204 | 8.4217 | 1398 | 0.5717 | 0.7535 | 0.5717 | 0.7561 | | 0.1204 | 8.4337 | 1400 | 0.5975 | 0.7864 | 0.5975 | 0.7730 | | 0.1204 | 8.4458 | 1402 | 0.6023 | 0.7864 | 0.6023 | 0.7761 | | 0.1204 | 8.4578 | 1404 | 0.5899 | 0.7864 | 0.5899 | 0.7680 | | 0.1204 | 8.4699 | 1406 | 0.5833 | 0.7864 | 0.5833 | 0.7637 | | 0.1204 | 8.4819 | 1408 | 0.5739 | 0.7864 | 0.5739 | 0.7576 | | 0.1204 | 8.4940 | 1410 | 0.5566 | 0.7535 | 0.5566 | 0.7460 | | 0.1204 | 8.5060 | 1412 | 0.5282 | 0.7692 | 0.5282 | 0.7268 | | 0.1204 | 8.5181 | 1414 | 0.4989 | 0.7692 | 0.4989 | 0.7064 | | 0.1204 | 8.5301 | 1416 | 0.4959 | 0.7464 | 0.4959 | 0.7042 | | 0.1204 | 8.5422 | 1418 | 0.5096 | 0.7692 | 0.5096 | 0.7138 | | 0.1204 | 8.5542 | 1420 | 0.5342 | 0.7535 | 0.5342 | 0.7309 | | 0.1204 | 8.5663 | 1422 | 0.5490 | 0.7864 | 0.5490 | 0.7409 | | 0.1204 | 8.5783 | 1424 | 0.5420 | 0.7864 | 0.5420 | 0.7362 | | 0.1204 | 8.5904 | 1426 | 0.5371 | 0.7864 | 0.5371 | 0.7329 | | 0.1204 | 8.6024 | 1428 | 0.5282 | 0.7864 | 0.5282 | 0.7268 | | 0.1204 | 8.6145 | 1430 | 0.5198 | 0.7651 | 0.5198 | 0.7210 | | 0.1204 | 8.6265 | 1432 | 0.5258 | 0.7651 | 0.5258 | 0.7251 | | 0.1204 | 8.6386 | 1434 | 0.5416 | 0.7864 | 0.5416 | 0.7360 | | 0.1204 | 8.6506 | 1436 | 0.5419 | 0.7864 | 0.5419 | 0.7362 | | 0.1204 | 8.6627 | 1438 | 0.5448 | 0.7864 | 0.5448 | 0.7381 | | 0.1204 | 8.6747 | 1440 | 0.5405 | 0.7864 | 0.5405 | 0.7352 | | 0.1204 | 8.6867 | 1442 | 0.5563 | 0.7864 | 0.5563 | 0.7459 | | 0.1204 | 8.6988 | 1444 | 0.5717 | 0.7864 | 0.5717 | 0.7561 | | 0.1204 | 8.7108 | 1446 | 0.5959 | 0.7864 | 0.5959 | 0.7720 | | 0.1204 | 8.7229 | 1448 | 0.6072 | 0.7864 | 0.6072 | 0.7792 | | 0.1204 | 8.7349 | 1450 | 0.6050 | 0.8082 | 0.6050 | 0.7778 | | 0.1204 | 8.7470 | 1452 | 0.6159 | 0.8082 | 0.6159 | 0.7848 | | 0.1204 | 8.7590 | 1454 | 0.6084 | 0.8082 | 0.6084 | 0.7800 | | 0.1204 | 8.7711 | 1456 | 0.6065 | 0.8082 | 0.6065 | 0.7788 | | 0.1204 | 8.7831 | 1458 | 0.5902 | 0.8082 | 0.5902 | 0.7682 | | 0.1204 | 8.7952 | 1460 | 0.5859 | 0.8082 | 0.5859 | 0.7654 | | 0.1204 | 8.8072 | 1462 | 0.5898 | 0.8082 | 0.5898 | 0.7680 | | 0.1204 | 8.8193 | 1464 | 0.5797 | 0.7864 | 0.5797 | 0.7614 | | 0.1204 | 8.8313 | 1466 | 0.5713 | 0.7535 | 0.5713 | 0.7558 | | 0.1204 | 8.8434 | 1468 | 0.5605 | 0.7535 | 0.5605 | 0.7487 | | 0.1204 | 8.8554 | 1470 | 0.5382 | 0.7535 | 0.5382 | 0.7336 | | 0.1204 | 8.8675 | 1472 | 0.5233 | 0.7317 | 0.5233 | 0.7234 | | 0.1204 | 8.8795 | 1474 | 0.5196 | 0.7317 | 0.5196 | 0.7208 | | 0.1204 | 8.8916 | 1476 | 0.5340 | 0.7535 | 0.5340 | 0.7308 | | 0.1204 | 8.9036 | 1478 | 0.5564 | 0.7535 | 0.5564 | 0.7460 | | 0.1204 | 8.9157 | 1480 | 0.5662 | 0.7535 | 0.5662 | 0.7525 | | 0.1204 | 8.9277 | 1482 | 0.5801 | 0.7535 | 0.5801 | 0.7616 | | 0.1204 | 8.9398 | 1484 | 0.5892 | 0.7864 | 0.5892 | 0.7676 | | 0.1204 | 8.9518 | 1486 | 0.5918 | 0.7535 | 0.5918 | 0.7693 | | 0.1204 | 8.9639 | 1488 | 0.5979 | 0.7482 | 0.5979 | 0.7733 | | 0.1204 | 8.9759 | 1490 | 0.6107 | 0.7709 | 0.6107 | 0.7815 | | 0.1204 | 8.9880 | 1492 | 0.6106 | 0.7709 | 0.6106 | 0.7814 | | 0.1204 | 9.0 | 1494 | 0.5911 | 0.7116 | 0.5911 | 0.7688 | | 0.1204 | 9.0120 | 1496 | 0.5844 | 0.7116 | 0.5844 | 0.7645 | | 0.1204 | 9.0241 | 1498 | 0.5711 | 0.7116 | 0.5711 | 0.7557 | | 0.0694 | 9.0361 | 1500 | 0.5498 | 0.7116 | 0.5498 | 0.7415 | | 0.0694 | 9.0482 | 1502 | 0.5302 | 0.7027 | 0.5302 | 0.7281 | | 0.0694 | 9.0602 | 1504 | 0.5231 | 0.7027 | 0.5231 | 0.7232 | | 0.0694 | 9.0723 | 1506 | 0.5295 | 0.7027 | 0.5295 | 0.7277 | | 0.0694 | 9.0843 | 1508 | 0.5358 | 0.6889 | 0.5358 | 0.7320 | | 0.0694 | 9.0964 | 1510 | 0.5494 | 0.6889 | 0.5494 | 0.7412 | | 0.0694 | 9.1084 | 1512 | 0.5699 | 0.7116 | 0.5699 | 0.7549 | | 0.0694 | 9.1205 | 1514 | 0.5910 | 0.7482 | 0.5910 | 0.7687 | | 0.0694 | 9.1325 | 1516 | 0.5984 | 0.7482 | 0.5984 | 0.7735 | | 0.0694 | 9.1446 | 1518 | 0.5994 | 0.7482 | 0.5994 | 0.7742 | | 0.0694 | 9.1566 | 1520 | 0.6071 | 0.7482 | 0.6071 | 0.7792 | | 0.0694 | 9.1687 | 1522 | 0.6093 | 0.7482 | 0.6093 | 0.7806 | | 0.0694 | 9.1807 | 1524 | 0.6026 | 0.7864 | 0.6026 | 0.7763 | | 0.0694 | 9.1928 | 1526 | 0.5943 | 0.7864 | 0.5943 | 0.7709 | | 0.0694 | 9.2048 | 1528 | 0.5773 | 0.7864 | 0.5773 | 0.7598 | | 0.0694 | 9.2169 | 1530 | 0.5511 | 0.7535 | 0.5511 | 0.7424 | | 0.0694 | 9.2289 | 1532 | 0.5370 | 0.7317 | 0.5370 | 0.7328 | | 0.0694 | 9.2410 | 1534 | 0.5330 | 0.7317 | 0.5330 | 0.7301 | | 0.0694 | 9.2530 | 1536 | 0.5271 | 0.7317 | 0.5271 | 0.7260 | | 0.0694 | 9.2651 | 1538 | 0.5310 | 0.7317 | 0.5310 | 0.7287 | | 0.0694 | 9.2771 | 1540 | 0.5459 | 0.7535 | 0.5459 | 0.7388 | | 0.0694 | 9.2892 | 1542 | 0.5638 | 0.7864 | 0.5638 | 0.7508 | | 0.0694 | 9.3012 | 1544 | 0.5801 | 0.7864 | 0.5801 | 0.7616 | | 0.0694 | 9.3133 | 1546 | 0.6061 | 0.7864 | 0.6061 | 0.7785 | | 0.0694 | 9.3253 | 1548 | 0.6370 | 0.7482 | 0.6370 | 0.7981 | | 0.0694 | 9.3373 | 1550 | 0.6557 | 0.7709 | 0.6557 | 0.8098 | | 0.0694 | 9.3494 | 1552 | 0.6599 | 0.7709 | 0.6599 | 0.8123 | | 0.0694 | 9.3614 | 1554 | 0.6504 | 0.7709 | 0.6504 | 0.8064 | | 0.0694 | 9.3735 | 1556 | 0.6340 | 0.7482 | 0.6340 | 0.7962 | | 0.0694 | 9.3855 | 1558 | 0.6134 | 0.7482 | 0.6134 | 0.7832 | | 0.0694 | 9.3976 | 1560 | 0.6009 | 0.7482 | 0.6009 | 0.7752 | | 0.0694 | 9.4096 | 1562 | 0.5887 | 0.7482 | 0.5887 | 0.7673 | | 0.0694 | 9.4217 | 1564 | 0.5779 | 0.7116 | 0.5779 | 0.7602 | | 0.0694 | 9.4337 | 1566 | 0.5676 | 0.7535 | 0.5676 | 0.7534 | | 0.0694 | 9.4458 | 1568 | 0.5671 | 0.7116 | 0.5671 | 0.7530 | | 0.0694 | 9.4578 | 1570 | 0.5733 | 0.7116 | 0.5733 | 0.7572 | | 0.0694 | 9.4699 | 1572 | 0.5828 | 0.7116 | 0.5828 | 0.7634 | | 0.0694 | 9.4819 | 1574 | 0.5948 | 0.7482 | 0.5948 | 0.7712 | | 0.0694 | 9.4940 | 1576 | 0.5993 | 0.7482 | 0.5993 | 0.7741 | | 0.0694 | 9.5060 | 1578 | 0.6021 | 0.7482 | 0.6021 | 0.7759 | | 0.0694 | 9.5181 | 1580 | 0.6091 | 0.7482 | 0.6091 | 0.7805 | | 0.0694 | 9.5301 | 1582 | 0.6100 | 0.7482 | 0.6100 | 0.7810 | | 0.0694 | 9.5422 | 1584 | 0.6014 | 0.7482 | 0.6014 | 0.7755 | | 0.0694 | 9.5542 | 1586 | 0.5969 | 0.7482 | 0.5969 | 0.7726 | | 0.0694 | 9.5663 | 1588 | 0.5948 | 0.7482 | 0.5948 | 0.7712 | | 0.0694 | 9.5783 | 1590 | 0.5887 | 0.7116 | 0.5887 | 0.7673 | | 0.0694 | 9.5904 | 1592 | 0.5784 | 0.7116 | 0.5784 | 0.7605 | | 0.0694 | 9.6024 | 1594 | 0.5694 | 0.7266 | 0.5694 | 0.7546 | | 0.0694 | 9.6145 | 1596 | 0.5660 | 0.7692 | 0.5660 | 0.7524 | | 0.0694 | 9.6265 | 1598 | 0.5632 | 0.7692 | 0.5632 | 0.7505 | | 0.0694 | 9.6386 | 1600 | 0.5597 | 0.7692 | 0.5597 | 0.7481 | | 0.0694 | 9.6506 | 1602 | 0.5582 | 0.7692 | 0.5582 | 0.7471 | | 0.0694 | 9.6627 | 1604 | 0.5564 | 0.7692 | 0.5564 | 0.7459 | | 0.0694 | 9.6747 | 1606 | 0.5586 | 0.7535 | 0.5586 | 0.7474 | | 0.0694 | 9.6867 | 1608 | 0.5628 | 0.7535 | 0.5628 | 0.7502 | | 0.0694 | 9.6988 | 1610 | 0.5690 | 0.7535 | 0.5690 | 0.7543 | | 0.0694 | 9.7108 | 1612 | 0.5785 | 0.7864 | 0.5785 | 0.7606 | | 0.0694 | 9.7229 | 1614 | 0.5835 | 0.7864 | 0.5835 | 0.7639 | | 0.0694 | 9.7349 | 1616 | 0.5850 | 0.7864 | 0.5850 | 0.7648 | | 0.0694 | 9.7470 | 1618 | 0.5851 | 0.7864 | 0.5851 | 0.7649 | | 0.0694 | 9.7590 | 1620 | 0.5812 | 0.7864 | 0.5812 | 0.7624 | | 0.0694 | 9.7711 | 1622 | 0.5781 | 0.7864 | 0.5781 | 0.7603 | | 0.0694 | 9.7831 | 1624 | 0.5781 | 0.7864 | 0.5781 | 0.7603 | | 0.0694 | 9.7952 | 1626 | 0.5766 | 0.7864 | 0.5766 | 0.7593 | | 0.0694 | 9.8072 | 1628 | 0.5769 | 0.7864 | 0.5769 | 0.7595 | | 0.0694 | 9.8193 | 1630 | 0.5792 | 0.7864 | 0.5792 | 0.7611 | | 0.0694 | 9.8313 | 1632 | 0.5832 | 0.7864 | 0.5832 | 0.7637 | | 0.0694 | 9.8434 | 1634 | 0.5882 | 0.7864 | 0.5882 | 0.7669 | | 0.0694 | 9.8554 | 1636 | 0.5918 | 0.7864 | 0.5918 | 0.7693 | | 0.0694 | 9.8675 | 1638 | 0.5940 | 0.7864 | 0.5940 | 0.7707 | | 0.0694 | 9.8795 | 1640 | 0.5963 | 0.7864 | 0.5963 | 0.7722 | | 0.0694 | 9.8916 | 1642 | 0.5975 | 0.7864 | 0.5975 | 0.7730 | | 0.0694 | 9.9036 | 1644 | 0.5980 | 0.7864 | 0.5980 | 0.7733 | | 0.0694 | 9.9157 | 1646 | 0.5982 | 0.7864 | 0.5982 | 0.7734 | | 0.0694 | 9.9277 | 1648 | 0.5979 | 0.7864 | 0.5979 | 0.7733 | | 0.0694 | 9.9398 | 1650 | 0.5988 | 0.7864 | 0.5988 | 0.7739 | | 0.0694 | 9.9518 | 1652 | 0.5990 | 0.7864 | 0.5990 | 0.7740 | | 0.0694 | 9.9639 | 1654 | 0.5996 | 0.7864 | 0.5996 | 0.7743 | | 0.0694 | 9.9759 | 1656 | 0.5997 | 0.7864 | 0.5997 | 0.7744 | | 0.0694 | 9.9880 | 1658 | 0.5996 | 0.7864 | 0.5996 | 0.7744 | | 0.0694 | 10.0 | 1660 | 0.5995 | 0.7864 | 0.5995 | 0.7743 | ### Framework versions - Transformers 4.44.2 - Pytorch 2.4.0+cu118 - Datasets 2.21.0 - Tokenizers 0.19.1