arabert_augmented_with_original_k25_organization_task1_fold1
This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5253
- Qwk: 0.4776
- Mse: 0.5253
- Rmse: 0.7248
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 | 0.0078 | 2 | 3.1380 | 0.0 | 3.1380 | 1.7714 |
No log | 0.0155 | 4 | 1.7992 | 0.0407 | 1.7992 | 1.3414 |
No log | 0.0233 | 6 | 1.1770 | 0.1355 | 1.1770 | 1.0849 |
No log | 0.0310 | 8 | 2.0885 | 0.0407 | 2.0885 | 1.4452 |
No log | 0.0388 | 10 | 1.9303 | 0.0409 | 1.9303 | 1.3894 |
No log | 0.0465 | 12 | 1.0105 | 0.0 | 1.0105 | 1.0053 |
No log | 0.0543 | 14 | 0.8056 | 0.0 | 0.8056 | 0.8975 |
No log | 0.0620 | 16 | 0.8247 | 0.0 | 0.8247 | 0.9081 |
No log | 0.0698 | 18 | 0.9064 | 0.0 | 0.9064 | 0.9520 |
No log | 0.0775 | 20 | 1.1651 | 0.1442 | 1.1651 | 1.0794 |
No log | 0.0853 | 22 | 1.3944 | 0.2030 | 1.3944 | 1.1808 |
No log | 0.0930 | 24 | 1.4205 | 0.2518 | 1.4205 | 1.1919 |
No log | 0.1008 | 26 | 1.2984 | 0.1676 | 1.2984 | 1.1395 |
No log | 0.1085 | 28 | 1.1066 | 0.1192 | 1.1066 | 1.0520 |
No log | 0.1163 | 30 | 0.9845 | 0.1119 | 0.9845 | 0.9922 |
No log | 0.1240 | 32 | 0.9586 | 0.1119 | 0.9586 | 0.9791 |
No log | 0.1318 | 34 | 0.9756 | 0.1026 | 0.9756 | 0.9877 |
No log | 0.1395 | 36 | 0.9879 | 0.0 | 0.9879 | 0.9939 |
No log | 0.1473 | 38 | 0.9398 | 0.1026 | 0.9398 | 0.9695 |
No log | 0.1550 | 40 | 0.9308 | 0.1912 | 0.9308 | 0.9648 |
No log | 0.1628 | 42 | 0.9332 | 0.2759 | 0.9332 | 0.9660 |
No log | 0.1705 | 44 | 1.0451 | 0.2663 | 1.0451 | 1.0223 |
No log | 0.1783 | 46 | 1.3763 | 0.1846 | 1.3763 | 1.1732 |
No log | 0.1860 | 48 | 1.3682 | 0.1846 | 1.3682 | 1.1697 |
No log | 0.1938 | 50 | 1.0249 | 0.2054 | 1.0249 | 1.0124 |
No log | 0.2016 | 52 | 0.9552 | 0.2759 | 0.9552 | 0.9774 |
No log | 0.2093 | 54 | 0.8744 | 0.2877 | 0.8744 | 0.9351 |
No log | 0.2171 | 56 | 0.8160 | 0.2164 | 0.8160 | 0.9034 |
No log | 0.2248 | 58 | 0.7907 | 0.2759 | 0.7907 | 0.8892 |
No log | 0.2326 | 60 | 0.7547 | 0.2164 | 0.7547 | 0.8687 |
No log | 0.2403 | 62 | 0.7766 | 0.1881 | 0.7766 | 0.8813 |
No log | 0.2481 | 64 | 0.7514 | 0.2877 | 0.7514 | 0.8668 |
No log | 0.2558 | 66 | 0.9196 | 0.1870 | 0.9196 | 0.9590 |
No log | 0.2636 | 68 | 1.1810 | 0.2494 | 1.1810 | 1.0867 |
No log | 0.2713 | 70 | 1.2634 | 0.2115 | 1.2634 | 1.1240 |
No log | 0.2791 | 72 | 1.0037 | 0.2054 | 1.0037 | 1.0018 |
No log | 0.2868 | 74 | 0.9848 | 0.2054 | 0.9848 | 0.9924 |
No log | 0.2946 | 76 | 0.9524 | 0.2759 | 0.9524 | 0.9759 |
No log | 0.3023 | 78 | 0.8875 | 0.1895 | 0.8875 | 0.9421 |
No log | 0.3101 | 80 | 0.8009 | 0.2164 | 0.8009 | 0.8950 |
No log | 0.3178 | 82 | 0.7880 | 0.1355 | 0.7880 | 0.8877 |
No log | 0.3256 | 84 | 0.8925 | 0.1404 | 0.8925 | 0.9447 |
No log | 0.3333 | 86 | 0.8935 | 0.2119 | 0.8935 | 0.9452 |
No log | 0.3411 | 88 | 0.7640 | 0.2119 | 0.7640 | 0.8740 |
No log | 0.3488 | 90 | 0.6534 | 0.2119 | 0.6534 | 0.8083 |
No log | 0.3566 | 92 | 0.6405 | 0.1881 | 0.6405 | 0.8003 |
No log | 0.3643 | 94 | 0.8326 | 0.1870 | 0.8326 | 0.9125 |
No log | 0.3721 | 96 | 0.8881 | 0.1870 | 0.8881 | 0.9424 |
No log | 0.3798 | 98 | 0.7478 | 0.2119 | 0.7478 | 0.8647 |
No log | 0.3876 | 100 | 0.6672 | 0.2097 | 0.6672 | 0.8168 |
No log | 0.3953 | 102 | 0.7340 | 0.0 | 0.7340 | 0.8568 |
No log | 0.4031 | 104 | 0.8900 | 0.0 | 0.8900 | 0.9434 |
No log | 0.4109 | 106 | 1.0422 | 0.0797 | 1.0422 | 1.0209 |
No log | 0.4186 | 108 | 1.2634 | 0.25 | 1.2634 | 1.1240 |
No log | 0.4264 | 110 | 1.4546 | 0.1689 | 1.4546 | 1.2061 |
No log | 0.4341 | 112 | 1.4285 | 0.2518 | 1.4285 | 1.1952 |
No log | 0.4419 | 114 | 1.2192 | 0.1442 | 1.2192 | 1.1042 |
No log | 0.4496 | 116 | 0.9841 | 0.1404 | 0.9841 | 0.9920 |
No log | 0.4574 | 118 | 0.7683 | 0.0427 | 0.7683 | 0.8765 |
No log | 0.4651 | 120 | 0.7104 | 0.3519 | 0.7104 | 0.8428 |
No log | 0.4729 | 122 | 0.7489 | 0.3519 | 0.7489 | 0.8654 |
No log | 0.4806 | 124 | 0.8053 | 0.3077 | 0.8053 | 0.8974 |
No log | 0.4884 | 126 | 0.8361 | 0.3077 | 0.8361 | 0.9144 |
No log | 0.4961 | 128 | 0.8582 | 0.1811 | 0.8582 | 0.9264 |
No log | 0.5039 | 130 | 0.9170 | 0.0564 | 0.9170 | 0.9576 |
No log | 0.5116 | 132 | 1.1528 | 0.1137 | 1.1528 | 1.0737 |
No log | 0.5194 | 134 | 1.2843 | 0.1683 | 1.2843 | 1.1333 |
No log | 0.5271 | 136 | 1.1440 | 0.1297 | 1.1440 | 1.0696 |
No log | 0.5349 | 138 | 0.9095 | 0.0728 | 0.9095 | 0.9537 |
No log | 0.5426 | 140 | 0.8391 | 0.0427 | 0.8391 | 0.9160 |
No log | 0.5504 | 142 | 0.8699 | 0.0 | 0.8699 | 0.9327 |
No log | 0.5581 | 144 | 0.8647 | 0.0 | 0.8647 | 0.9299 |
No log | 0.5659 | 146 | 0.7976 | 0.2340 | 0.7976 | 0.8931 |
No log | 0.5736 | 148 | 0.8267 | 0.1560 | 0.8267 | 0.9092 |
No log | 0.5814 | 150 | 0.8752 | 0.1338 | 0.8752 | 0.9355 |
No log | 0.5891 | 152 | 0.8553 | 0.1338 | 0.8553 | 0.9248 |
No log | 0.5969 | 154 | 0.7404 | 0.3053 | 0.7404 | 0.8605 |
No log | 0.6047 | 156 | 0.6991 | 0.5130 | 0.6991 | 0.8361 |
No log | 0.6124 | 158 | 0.6787 | 0.5062 | 0.6787 | 0.8238 |
No log | 0.6202 | 160 | 0.6772 | 0.4706 | 0.6772 | 0.8229 |
No log | 0.6279 | 162 | 0.6609 | 0.4904 | 0.6609 | 0.8130 |
No log | 0.6357 | 164 | 0.6785 | 0.4574 | 0.6785 | 0.8237 |
No log | 0.6434 | 166 | 0.6763 | 0.4068 | 0.6763 | 0.8223 |
No log | 0.6512 | 168 | 0.6944 | 0.3453 | 0.6944 | 0.8333 |
No log | 0.6589 | 170 | 0.7056 | 0.3295 | 0.7056 | 0.8400 |
No log | 0.6667 | 172 | 0.8877 | 0.1976 | 0.8877 | 0.9422 |
No log | 0.6744 | 174 | 0.9804 | 0.2344 | 0.9804 | 0.9901 |
No log | 0.6822 | 176 | 0.9516 | 0.1985 | 0.9516 | 0.9755 |
No log | 0.6899 | 178 | 0.8210 | 0.2162 | 0.8210 | 0.9061 |
No log | 0.6977 | 180 | 0.8944 | 0.1806 | 0.8944 | 0.9457 |
No log | 0.7054 | 182 | 1.0794 | 0.1139 | 1.0794 | 1.0389 |
No log | 0.7132 | 184 | 1.0918 | 0.1381 | 1.0918 | 1.0449 |
No log | 0.7209 | 186 | 0.7271 | 0.2703 | 0.7271 | 0.8527 |
No log | 0.7287 | 188 | 0.7118 | 0.2891 | 0.7118 | 0.8437 |
No log | 0.7364 | 190 | 0.7464 | 0.1283 | 0.7464 | 0.8640 |
No log | 0.7442 | 192 | 0.7188 | 0.2868 | 0.7188 | 0.8478 |
No log | 0.7519 | 194 | 0.6870 | 0.3519 | 0.6870 | 0.8289 |
No log | 0.7597 | 196 | 0.7468 | 0.1158 | 0.7468 | 0.8642 |
No log | 0.7674 | 198 | 0.7296 | 0.3519 | 0.7296 | 0.8542 |
No log | 0.7752 | 200 | 0.7240 | 0.2857 | 0.7240 | 0.8509 |
No log | 0.7829 | 202 | 0.7755 | 0.1404 | 0.7755 | 0.8806 |
No log | 0.7907 | 204 | 0.8278 | 0.1192 | 0.8278 | 0.9098 |
No log | 0.7984 | 206 | 0.9320 | 0.1442 | 0.9320 | 0.9654 |
No log | 0.8062 | 208 | 0.9734 | 0.1442 | 0.9734 | 0.9866 |
No log | 0.8140 | 210 | 0.9226 | 0.1404 | 0.9226 | 0.9605 |
No log | 0.8217 | 212 | 0.8416 | 0.1642 | 0.8416 | 0.9174 |
No log | 0.8295 | 214 | 0.7891 | 0.1355 | 0.7891 | 0.8883 |
No log | 0.8372 | 216 | 0.7417 | 0.2340 | 0.7417 | 0.8612 |
No log | 0.8450 | 218 | 0.7280 | 0.3053 | 0.7280 | 0.8532 |
No log | 0.8527 | 220 | 0.6652 | 0.3784 | 0.6652 | 0.8156 |
No log | 0.8605 | 222 | 0.6585 | 0.3636 | 0.6585 | 0.8115 |
No log | 0.8682 | 224 | 0.7123 | 0.2340 | 0.7123 | 0.8440 |
No log | 0.8760 | 226 | 0.6889 | 0.2857 | 0.6889 | 0.8300 |
No log | 0.8837 | 228 | 0.7123 | 0.2340 | 0.7123 | 0.8440 |
No log | 0.8915 | 230 | 0.7252 | 0.3053 | 0.7252 | 0.8516 |
No log | 0.8992 | 232 | 0.8102 | 0.1582 | 0.8102 | 0.9001 |
No log | 0.9070 | 234 | 0.8859 | 0.12 | 0.8859 | 0.9412 |
No log | 0.9147 | 236 | 0.8087 | 0.1582 | 0.8087 | 0.8993 |
No log | 0.9225 | 238 | 0.6787 | 0.3984 | 0.6787 | 0.8239 |
No log | 0.9302 | 240 | 0.6594 | 0.4758 | 0.6594 | 0.8121 |
No log | 0.9380 | 242 | 0.6698 | 0.4758 | 0.6698 | 0.8184 |
No log | 0.9457 | 244 | 0.6721 | 0.4836 | 0.6721 | 0.8198 |
No log | 0.9535 | 246 | 0.6988 | 0.3593 | 0.6988 | 0.8360 |
No log | 0.9612 | 248 | 0.7161 | 0.3288 | 0.7161 | 0.8462 |
No log | 0.9690 | 250 | 0.7193 | 0.4706 | 0.7193 | 0.8481 |
No log | 0.9767 | 252 | 0.7443 | 0.4706 | 0.7443 | 0.8627 |
No log | 0.9845 | 254 | 0.7740 | 0.4706 | 0.7740 | 0.8798 |
No log | 0.9922 | 256 | 0.7844 | 0.3900 | 0.7844 | 0.8857 |
No log | 1.0 | 258 | 0.8167 | 0.2348 | 0.8167 | 0.9037 |
No log | 1.0078 | 260 | 0.8468 | 0.1620 | 0.8468 | 0.9202 |
No log | 1.0155 | 262 | 0.9389 | 0.0640 | 0.9389 | 0.9690 |
No log | 1.0233 | 264 | 0.9895 | 0.1297 | 0.9895 | 0.9947 |
No log | 1.0310 | 266 | 0.9170 | 0.0680 | 0.9170 | 0.9576 |
No log | 1.0388 | 268 | 0.8102 | 0.2276 | 0.8102 | 0.9001 |
No log | 1.0465 | 270 | 0.7693 | 0.3750 | 0.7693 | 0.8771 |
No log | 1.0543 | 272 | 0.8005 | 0.3750 | 0.8005 | 0.8947 |
No log | 1.0620 | 274 | 0.7783 | 0.3750 | 0.7783 | 0.8822 |
No log | 1.0698 | 276 | 0.7216 | 0.4615 | 0.7216 | 0.8495 |
No log | 1.0775 | 278 | 0.7106 | 0.4262 | 0.7106 | 0.8430 |
No log | 1.0853 | 280 | 0.7788 | 0.2516 | 0.7788 | 0.8825 |
No log | 1.0930 | 282 | 0.8973 | 0.2835 | 0.8973 | 0.9473 |
No log | 1.1008 | 284 | 0.9039 | 0.2835 | 0.9039 | 0.9507 |
No log | 1.1085 | 286 | 0.8208 | 0.2323 | 0.8208 | 0.9060 |
No log | 1.1163 | 288 | 0.7999 | 0.0870 | 0.7999 | 0.8943 |
No log | 1.1240 | 290 | 0.8165 | 0.1192 | 0.8165 | 0.9036 |
No log | 1.1318 | 292 | 0.7963 | 0.1192 | 0.7963 | 0.8924 |
No log | 1.1395 | 294 | 0.7754 | 0.1192 | 0.7754 | 0.8806 |
No log | 1.1473 | 296 | 0.7495 | 0.2276 | 0.7495 | 0.8658 |
No log | 1.1550 | 298 | 0.7620 | 0.3099 | 0.7620 | 0.8729 |
No log | 1.1628 | 300 | 0.8094 | 0.3092 | 0.8094 | 0.8997 |
No log | 1.1705 | 302 | 0.8062 | 0.3092 | 0.8062 | 0.8979 |
No log | 1.1783 | 304 | 0.8655 | 0.3488 | 0.8655 | 0.9303 |
No log | 1.1860 | 306 | 0.8819 | 0.3488 | 0.8819 | 0.9391 |
No log | 1.1938 | 308 | 0.8182 | 0.3951 | 0.8182 | 0.9046 |
No log | 1.2016 | 310 | 0.7804 | 0.3676 | 0.7804 | 0.8834 |
No log | 1.2093 | 312 | 0.7089 | 0.2776 | 0.7089 | 0.8419 |
No log | 1.2171 | 314 | 0.6818 | 0.3689 | 0.6818 | 0.8257 |
No log | 1.2248 | 316 | 0.6907 | 0.4615 | 0.6907 | 0.8311 |
No log | 1.2326 | 318 | 0.6952 | 0.4615 | 0.6952 | 0.8338 |
No log | 1.2403 | 320 | 0.6953 | 0.4615 | 0.6953 | 0.8338 |
No log | 1.2481 | 322 | 0.6951 | 0.4615 | 0.6951 | 0.8337 |
No log | 1.2558 | 324 | 0.6969 | 0.4615 | 0.6969 | 0.8348 |
No log | 1.2636 | 326 | 0.7055 | 0.4615 | 0.7055 | 0.8399 |
No log | 1.2713 | 328 | 0.7176 | 0.4510 | 0.7176 | 0.8471 |
No log | 1.2791 | 330 | 0.7365 | 0.4510 | 0.7365 | 0.8582 |
No log | 1.2868 | 332 | 0.7252 | 0.4510 | 0.7252 | 0.8516 |
No log | 1.2946 | 334 | 0.7022 | 0.4615 | 0.7022 | 0.8380 |
No log | 1.3023 | 336 | 0.7251 | 0.4167 | 0.7251 | 0.8515 |
No log | 1.3101 | 338 | 0.7807 | 0.2961 | 0.7807 | 0.8836 |
No log | 1.3178 | 340 | 0.8671 | 0.2438 | 0.8671 | 0.9312 |
No log | 1.3256 | 342 | 0.9343 | 0.2613 | 0.9343 | 0.9666 |
No log | 1.3333 | 344 | 0.9759 | 0.2145 | 0.9759 | 0.9879 |
No log | 1.3411 | 346 | 0.9386 | 0.2145 | 0.9386 | 0.9688 |
No log | 1.3488 | 348 | 0.8838 | 0.2145 | 0.8838 | 0.9401 |
No log | 1.3566 | 350 | 0.7363 | 0.3467 | 0.7363 | 0.8581 |
No log | 1.3643 | 352 | 0.6321 | 0.5062 | 0.6321 | 0.7950 |
No log | 1.3721 | 354 | 0.6087 | 0.5000 | 0.6087 | 0.7802 |
No log | 1.3798 | 356 | 0.6096 | 0.4928 | 0.6096 | 0.7808 |
No log | 1.3876 | 358 | 0.5973 | 0.5000 | 0.5973 | 0.7729 |
No log | 1.3953 | 360 | 0.5877 | 0.5000 | 0.5877 | 0.7666 |
No log | 1.4031 | 362 | 0.5839 | 0.5000 | 0.5839 | 0.7641 |
No log | 1.4109 | 364 | 0.5833 | 0.5410 | 0.5833 | 0.7637 |
No log | 1.4186 | 366 | 0.5943 | 0.5267 | 0.5943 | 0.7709 |
No log | 1.4264 | 368 | 0.6261 | 0.4474 | 0.6261 | 0.7913 |
No log | 1.4341 | 370 | 0.6487 | 0.4300 | 0.6487 | 0.8054 |
No log | 1.4419 | 372 | 0.7171 | 0.3364 | 0.7171 | 0.8468 |
No log | 1.4496 | 374 | 0.7970 | 0.2911 | 0.7970 | 0.8927 |
No log | 1.4574 | 376 | 0.8164 | 0.2320 | 0.8164 | 0.9036 |
No log | 1.4651 | 378 | 0.8490 | 0.2320 | 0.8490 | 0.9214 |
No log | 1.4729 | 380 | 0.8103 | 0.2583 | 0.8103 | 0.9002 |
No log | 1.4806 | 382 | 0.7540 | 0.1642 | 0.7540 | 0.8684 |
No log | 1.4884 | 384 | 0.7093 | 0.2340 | 0.7093 | 0.8422 |
No log | 1.4961 | 386 | 0.6570 | 0.3984 | 0.6570 | 0.8106 |
No log | 1.5039 | 388 | 0.6363 | 0.5019 | 0.6363 | 0.7977 |
No log | 1.5116 | 390 | 0.6391 | 0.5267 | 0.6391 | 0.7994 |
No log | 1.5194 | 392 | 0.6554 | 0.4247 | 0.6554 | 0.8096 |
No log | 1.5271 | 394 | 0.6742 | 0.4444 | 0.6742 | 0.8211 |
No log | 1.5349 | 396 | 0.6708 | 0.4542 | 0.6708 | 0.8190 |
No log | 1.5426 | 398 | 0.6849 | 0.3836 | 0.6849 | 0.8276 |
No log | 1.5504 | 400 | 0.6598 | 0.3893 | 0.6598 | 0.8123 |
No log | 1.5581 | 402 | 0.6415 | 0.5062 | 0.6415 | 0.8009 |
No log | 1.5659 | 404 | 0.6276 | 0.5062 | 0.6276 | 0.7922 |
No log | 1.5736 | 406 | 0.6211 | 0.5062 | 0.6211 | 0.7881 |
No log | 1.5814 | 408 | 0.6201 | 0.5000 | 0.6201 | 0.7875 |
No log | 1.5891 | 410 | 0.6359 | 0.4615 | 0.6359 | 0.7974 |
No log | 1.5969 | 412 | 0.6147 | 0.5000 | 0.6147 | 0.7840 |
No log | 1.6047 | 414 | 0.5971 | 0.5062 | 0.5971 | 0.7727 |
No log | 1.6124 | 416 | 0.7228 | 0.3519 | 0.7228 | 0.8502 |
No log | 1.6202 | 418 | 1.0099 | 0.2145 | 1.0099 | 1.0049 |
No log | 1.6279 | 420 | 1.2133 | 0.1853 | 1.2133 | 1.1015 |
No log | 1.6357 | 422 | 1.1619 | 0.2297 | 1.1619 | 1.0779 |
No log | 1.6434 | 424 | 0.9408 | 0.2145 | 0.9408 | 0.9699 |
No log | 1.6512 | 426 | 0.6955 | 0.4201 | 0.6955 | 0.8340 |
No log | 1.6589 | 428 | 0.6352 | 0.4 | 0.6352 | 0.7970 |
No log | 1.6667 | 430 | 0.6384 | 0.3767 | 0.6384 | 0.7990 |
No log | 1.6744 | 432 | 0.6434 | 0.3718 | 0.6434 | 0.8021 |
No log | 1.6822 | 434 | 0.6601 | 0.4518 | 0.6601 | 0.8125 |
No log | 1.6899 | 436 | 0.6624 | 0.4518 | 0.6624 | 0.8139 |
No log | 1.6977 | 438 | 0.7282 | 0.3602 | 0.7282 | 0.8533 |
No log | 1.7054 | 440 | 0.8089 | 0.3333 | 0.8089 | 0.8994 |
No log | 1.7132 | 442 | 0.7880 | 0.3333 | 0.7880 | 0.8877 |
No log | 1.7209 | 444 | 0.6714 | 0.3467 | 0.6714 | 0.8194 |
No log | 1.7287 | 446 | 0.5707 | 0.5302 | 0.5707 | 0.7554 |
No log | 1.7364 | 448 | 0.5477 | 0.5441 | 0.5477 | 0.7401 |
No log | 1.7442 | 450 | 0.5790 | 0.5625 | 0.5790 | 0.7609 |
No log | 1.7519 | 452 | 0.6144 | 0.4510 | 0.6144 | 0.7838 |
No log | 1.7597 | 454 | 0.6329 | 0.5249 | 0.6329 | 0.7955 |
No log | 1.7674 | 456 | 0.6194 | 0.5249 | 0.6195 | 0.7871 |
No log | 1.7752 | 458 | 0.5994 | 0.4964 | 0.5994 | 0.7742 |
No log | 1.7829 | 460 | 0.6225 | 0.4769 | 0.6225 | 0.7890 |
No log | 1.7907 | 462 | 0.6893 | 0.3676 | 0.6893 | 0.8302 |
No log | 1.7984 | 464 | 0.7333 | 0.3519 | 0.7333 | 0.8564 |
No log | 1.8062 | 466 | 0.7143 | 0.3092 | 0.7143 | 0.8452 |
No log | 1.8140 | 468 | 0.6773 | 0.3902 | 0.6773 | 0.8230 |
No log | 1.8217 | 470 | 0.6726 | 0.3970 | 0.6726 | 0.8201 |
No log | 1.8295 | 472 | 0.6888 | 0.3902 | 0.6888 | 0.8299 |
No log | 1.8372 | 474 | 0.7155 | 0.3092 | 0.7155 | 0.8459 |
No log | 1.8450 | 476 | 0.7247 | 0.2804 | 0.7247 | 0.8513 |
No log | 1.8527 | 478 | 0.7224 | 0.2956 | 0.7224 | 0.8500 |
No log | 1.8605 | 480 | 0.7375 | 0.2956 | 0.7375 | 0.8588 |
No log | 1.8682 | 482 | 0.7347 | 0.2956 | 0.7347 | 0.8572 |
No log | 1.8760 | 484 | 0.7001 | 0.3772 | 0.7001 | 0.8367 |
No log | 1.8837 | 486 | 0.6798 | 0.3957 | 0.6798 | 0.8245 |
No log | 1.8915 | 488 | 0.6657 | 0.4085 | 0.6657 | 0.8159 |
No log | 1.8992 | 490 | 0.6875 | 0.3676 | 0.6875 | 0.8291 |
No log | 1.9070 | 492 | 0.7706 | 0.2536 | 0.7706 | 0.8778 |
No log | 1.9147 | 494 | 0.8848 | 0.2000 | 0.8848 | 0.9406 |
No log | 1.9225 | 496 | 0.9316 | 0.1473 | 0.9316 | 0.9652 |
No log | 1.9302 | 498 | 0.9269 | 0.1473 | 0.9269 | 0.9628 |
0.8415 | 1.9380 | 500 | 0.8656 | 0.2222 | 0.8656 | 0.9304 |
0.8415 | 1.9457 | 502 | 0.7915 | 0.2788 | 0.7915 | 0.8897 |
0.8415 | 1.9535 | 504 | 0.7227 | 0.2323 | 0.7227 | 0.8501 |
0.8415 | 1.9612 | 506 | 0.6751 | 0.3058 | 0.6751 | 0.8217 |
0.8415 | 1.9690 | 508 | 0.6558 | 0.3264 | 0.6558 | 0.8098 |
0.8415 | 1.9767 | 510 | 0.6593 | 0.3778 | 0.6593 | 0.8120 |
0.8415 | 1.9845 | 512 | 0.6645 | 0.3970 | 0.6645 | 0.8151 |
0.8415 | 1.9922 | 514 | 0.6855 | 0.3241 | 0.6855 | 0.8279 |
0.8415 | 2.0 | 516 | 0.7045 | 0.3072 | 0.7045 | 0.8393 |
0.8415 | 2.0078 | 518 | 0.7272 | 0.3072 | 0.7272 | 0.8528 |
0.8415 | 2.0155 | 520 | 0.6984 | 0.3072 | 0.6984 | 0.8357 |
0.8415 | 2.0233 | 522 | 0.6554 | 0.3077 | 0.6554 | 0.8096 |
0.8415 | 2.0310 | 524 | 0.6338 | 0.4292 | 0.6338 | 0.7961 |
0.8415 | 2.0388 | 526 | 0.6283 | 0.4292 | 0.6283 | 0.7927 |
0.8415 | 2.0465 | 528 | 0.6229 | 0.4292 | 0.6229 | 0.7893 |
0.8415 | 2.0543 | 530 | 0.6371 | 0.3778 | 0.6371 | 0.7982 |
0.8415 | 2.0620 | 532 | 0.6770 | 0.3553 | 0.6770 | 0.8228 |
0.8415 | 2.0698 | 534 | 0.8042 | 0.2536 | 0.8042 | 0.8968 |
0.8415 | 2.0775 | 536 | 0.8999 | 0.2835 | 0.8999 | 0.9486 |
0.8415 | 2.0853 | 538 | 0.8646 | 0.2308 | 0.8646 | 0.9298 |
0.8415 | 2.0930 | 540 | 0.8096 | 0.2536 | 0.8096 | 0.8998 |
0.8415 | 2.1008 | 542 | 0.7609 | 0.1939 | 0.7609 | 0.8723 |
0.8415 | 2.1085 | 544 | 0.6658 | 0.3778 | 0.6658 | 0.8160 |
0.8415 | 2.1163 | 546 | 0.6406 | 0.4068 | 0.6406 | 0.8004 |
0.8415 | 2.1240 | 548 | 0.6240 | 0.4068 | 0.6240 | 0.7899 |
0.8415 | 2.1318 | 550 | 0.6334 | 0.4068 | 0.6334 | 0.7959 |
0.8415 | 2.1395 | 552 | 0.6840 | 0.3724 | 0.6840 | 0.8270 |
0.8415 | 2.1473 | 554 | 0.7493 | 0.1939 | 0.7493 | 0.8656 |
0.8415 | 2.1550 | 556 | 0.7483 | 0.2654 | 0.7483 | 0.8650 |
0.8415 | 2.1628 | 558 | 0.7041 | 0.2654 | 0.7041 | 0.8391 |
0.8415 | 2.1705 | 560 | 0.6916 | 0.2804 | 0.6916 | 0.8316 |
0.8415 | 2.1783 | 562 | 0.6742 | 0.2804 | 0.6742 | 0.8211 |
0.8415 | 2.1860 | 564 | 0.6825 | 0.3553 | 0.6825 | 0.8261 |
0.8415 | 2.1938 | 566 | 0.6664 | 0.3553 | 0.6664 | 0.8163 |
0.8415 | 2.2016 | 568 | 0.6644 | 0.3553 | 0.6644 | 0.8151 |
0.8415 | 2.2093 | 570 | 0.6557 | 0.3553 | 0.6557 | 0.8097 |
0.8415 | 2.2171 | 572 | 0.6295 | 0.3970 | 0.6295 | 0.7934 |
0.8415 | 2.2248 | 574 | 0.6290 | 0.3482 | 0.6290 | 0.7931 |
0.8415 | 2.2326 | 576 | 0.6373 | 0.3482 | 0.6373 | 0.7983 |
0.8415 | 2.2403 | 578 | 0.6453 | 0.3689 | 0.6453 | 0.8033 |
0.8415 | 2.2481 | 580 | 0.6506 | 0.3689 | 0.6506 | 0.8066 |
0.8415 | 2.2558 | 582 | 0.6503 | 0.3689 | 0.6503 | 0.8064 |
0.8415 | 2.2636 | 584 | 0.6547 | 0.4481 | 0.6547 | 0.8091 |
0.8415 | 2.2713 | 586 | 0.6533 | 0.3689 | 0.6533 | 0.8082 |
0.8415 | 2.2791 | 588 | 0.6594 | 0.3636 | 0.6594 | 0.8120 |
0.8415 | 2.2868 | 590 | 0.6984 | 0.4277 | 0.6984 | 0.8357 |
0.8415 | 2.2946 | 592 | 0.8102 | 0.3373 | 0.8102 | 0.9001 |
0.8415 | 2.3023 | 594 | 0.8919 | 0.3602 | 0.8919 | 0.9444 |
0.8415 | 2.3101 | 596 | 0.8864 | 0.3602 | 0.8864 | 0.9415 |
0.8415 | 2.3178 | 598 | 0.8048 | 0.3522 | 0.8048 | 0.8971 |
0.8415 | 2.3256 | 600 | 0.7474 | 0.3404 | 0.7474 | 0.8645 |
0.8415 | 2.3333 | 602 | 0.7291 | 0.4655 | 0.7291 | 0.8539 |
0.8415 | 2.3411 | 604 | 0.7174 | 0.4878 | 0.7174 | 0.8470 |
0.8415 | 2.3488 | 606 | 0.7170 | 0.4340 | 0.7170 | 0.8467 |
0.8415 | 2.3566 | 608 | 0.7079 | 0.4220 | 0.7079 | 0.8414 |
0.8415 | 2.3643 | 610 | 0.6595 | 0.4340 | 0.6595 | 0.8121 |
0.8415 | 2.3721 | 612 | 0.6220 | 0.4481 | 0.6220 | 0.7887 |
0.8415 | 2.3798 | 614 | 0.6211 | 0.3970 | 0.6211 | 0.7881 |
0.8415 | 2.3876 | 616 | 0.6511 | 0.3415 | 0.6511 | 0.8069 |
0.8415 | 2.3953 | 618 | 0.7157 | 0.3844 | 0.7157 | 0.8460 |
0.8415 | 2.4031 | 620 | 0.8066 | 0.2692 | 0.8066 | 0.8981 |
0.8415 | 2.4109 | 622 | 0.8711 | 0.3213 | 0.8711 | 0.9334 |
0.8415 | 2.4186 | 624 | 0.8799 | 0.3213 | 0.8799 | 0.9381 |
0.8415 | 2.4264 | 626 | 0.8244 | 0.3352 | 0.8244 | 0.9080 |
0.8415 | 2.4341 | 628 | 0.7324 | 0.3676 | 0.7324 | 0.8558 |
0.8415 | 2.4419 | 630 | 0.6525 | 0.4 | 0.6525 | 0.8078 |
0.8415 | 2.4496 | 632 | 0.6442 | 0.5410 | 0.6442 | 0.8026 |
0.8415 | 2.4574 | 634 | 0.6764 | 0.4862 | 0.6764 | 0.8225 |
0.8415 | 2.4651 | 636 | 0.6975 | 0.4776 | 0.6975 | 0.8351 |
0.8415 | 2.4729 | 638 | 0.6798 | 0.4862 | 0.6798 | 0.8245 |
0.8415 | 2.4806 | 640 | 0.6695 | 0.3636 | 0.6695 | 0.8182 |
0.8415 | 2.4884 | 642 | 0.6981 | 0.3423 | 0.6981 | 0.8355 |
0.8415 | 2.4961 | 644 | 0.7447 | 0.3522 | 0.7447 | 0.8629 |
0.8415 | 2.5039 | 646 | 0.7317 | 0.3522 | 0.7317 | 0.8554 |
0.8415 | 2.5116 | 648 | 0.7319 | 0.3522 | 0.7319 | 0.8555 |
0.8415 | 2.5194 | 650 | 0.7245 | 0.3522 | 0.7245 | 0.8512 |
0.8415 | 2.5271 | 652 | 0.7019 | 0.3522 | 0.7019 | 0.8378 |
0.8415 | 2.5349 | 654 | 0.6408 | 0.3423 | 0.6408 | 0.8005 |
0.8415 | 2.5426 | 656 | 0.6320 | 0.4368 | 0.6320 | 0.7950 |
0.8415 | 2.5504 | 658 | 0.6430 | 0.4068 | 0.6430 | 0.8019 |
0.8415 | 2.5581 | 660 | 0.6548 | 0.5015 | 0.6548 | 0.8092 |
0.8415 | 2.5659 | 662 | 0.6734 | 0.4615 | 0.6734 | 0.8206 |
0.8415 | 2.5736 | 664 | 0.6909 | 0.3675 | 0.6909 | 0.8312 |
0.8415 | 2.5814 | 666 | 0.7332 | 0.3880 | 0.7332 | 0.8563 |
0.8415 | 2.5891 | 668 | 0.7394 | 0.3740 | 0.7394 | 0.8599 |
0.8415 | 2.5969 | 670 | 0.6934 | 0.3381 | 0.6934 | 0.8327 |
0.8415 | 2.6047 | 672 | 0.6511 | 0.4615 | 0.6511 | 0.8069 |
0.8415 | 2.6124 | 674 | 0.6425 | 0.3957 | 0.6425 | 0.8016 |
0.8415 | 2.6202 | 676 | 0.6530 | 0.4574 | 0.6530 | 0.8081 |
0.8415 | 2.6279 | 678 | 0.6466 | 0.4145 | 0.6466 | 0.8041 |
0.8415 | 2.6357 | 680 | 0.6298 | 0.3957 | 0.6298 | 0.7936 |
0.8415 | 2.6434 | 682 | 0.6573 | 0.3721 | 0.6573 | 0.8108 |
0.8415 | 2.6512 | 684 | 0.7235 | 0.3522 | 0.7235 | 0.8506 |
0.8415 | 2.6589 | 686 | 0.8408 | 0.3333 | 0.8408 | 0.9169 |
0.8415 | 2.6667 | 688 | 0.8756 | 0.2835 | 0.8756 | 0.9357 |
0.8415 | 2.6744 | 690 | 0.8289 | 0.2835 | 0.8289 | 0.9104 |
0.8415 | 2.6822 | 692 | 0.7316 | 0.3364 | 0.7316 | 0.8553 |
0.8415 | 2.6899 | 694 | 0.6632 | 0.3721 | 0.6632 | 0.8144 |
0.8415 | 2.6977 | 696 | 0.6381 | 0.4522 | 0.6381 | 0.7988 |
0.8415 | 2.7054 | 698 | 0.6458 | 0.3834 | 0.6458 | 0.8036 |
0.8415 | 2.7132 | 700 | 0.6530 | 0.3834 | 0.6530 | 0.8081 |
0.8415 | 2.7209 | 702 | 0.6539 | 0.3834 | 0.6539 | 0.8086 |
0.8415 | 2.7287 | 704 | 0.6456 | 0.3571 | 0.6456 | 0.8035 |
0.8415 | 2.7364 | 706 | 0.6392 | 0.4522 | 0.6392 | 0.7995 |
0.8415 | 2.7442 | 708 | 0.6534 | 0.3280 | 0.6534 | 0.8083 |
0.8415 | 2.7519 | 710 | 0.7193 | 0.2788 | 0.7193 | 0.8481 |
0.8415 | 2.7597 | 712 | 0.8358 | 0.2835 | 0.8358 | 0.9142 |
0.8415 | 2.7674 | 714 | 0.9762 | 0.2835 | 0.9762 | 0.9880 |
0.8415 | 2.7752 | 716 | 1.0515 | 0.2965 | 1.0515 | 1.0254 |
0.8415 | 2.7829 | 718 | 1.0003 | 0.2835 | 1.0003 | 1.0001 |
0.8415 | 2.7907 | 720 | 0.8953 | 0.3333 | 0.8953 | 0.9462 |
0.8415 | 2.7984 | 722 | 0.7641 | 0.3740 | 0.7641 | 0.8742 |
0.8415 | 2.8062 | 724 | 0.6679 | 0.3675 | 0.6679 | 0.8173 |
0.8415 | 2.8140 | 726 | 0.6053 | 0.5685 | 0.6053 | 0.7780 |
0.8415 | 2.8217 | 728 | 0.5765 | 0.4706 | 0.5765 | 0.7593 |
0.8415 | 2.8295 | 730 | 0.5716 | 0.5249 | 0.5716 | 0.7561 |
0.8415 | 2.8372 | 732 | 0.5667 | 0.4836 | 0.5667 | 0.7528 |
0.8415 | 2.8450 | 734 | 0.5770 | 0.4769 | 0.5770 | 0.7596 |
0.8415 | 2.8527 | 736 | 0.5871 | 0.384 | 0.5871 | 0.7662 |
0.8415 | 2.8605 | 738 | 0.5923 | 0.384 | 0.5923 | 0.7696 |
0.8415 | 2.8682 | 740 | 0.6051 | 0.4068 | 0.6051 | 0.7779 |
0.8415 | 2.8760 | 742 | 0.6380 | 0.2857 | 0.6380 | 0.7987 |
0.8415 | 2.8837 | 744 | 0.6552 | 0.2857 | 0.6552 | 0.8095 |
0.8415 | 2.8915 | 746 | 0.6714 | 0.2519 | 0.6714 | 0.8194 |
0.8415 | 2.8992 | 748 | 0.6905 | 0.2519 | 0.6905 | 0.8310 |
0.8415 | 2.9070 | 750 | 0.7199 | 0.2905 | 0.7199 | 0.8484 |
0.8415 | 2.9147 | 752 | 0.7054 | 0.2905 | 0.7054 | 0.8399 |
0.8415 | 2.9225 | 754 | 0.6729 | 0.2905 | 0.6729 | 0.8203 |
0.8415 | 2.9302 | 756 | 0.6446 | 0.3724 | 0.6446 | 0.8029 |
0.8415 | 2.9380 | 758 | 0.6142 | 0.384 | 0.6142 | 0.7837 |
0.8415 | 2.9457 | 760 | 0.5982 | 0.384 | 0.5982 | 0.7734 |
0.8415 | 2.9535 | 762 | 0.5988 | 0.4085 | 0.5988 | 0.7738 |
0.8415 | 2.9612 | 764 | 0.5947 | 0.4085 | 0.5947 | 0.7712 |
0.8415 | 2.9690 | 766 | 0.5968 | 0.4085 | 0.5968 | 0.7725 |
0.8415 | 2.9767 | 768 | 0.6055 | 0.4651 | 0.6055 | 0.7782 |
0.8415 | 2.9845 | 770 | 0.5977 | 0.4085 | 0.5977 | 0.7731 |
0.8415 | 2.9922 | 772 | 0.6198 | 0.3844 | 0.6198 | 0.7873 |
0.8415 | 3.0 | 774 | 0.6875 | 0.3746 | 0.6875 | 0.8292 |
0.8415 | 3.0078 | 776 | 0.7542 | 0.3077 | 0.7542 | 0.8684 |
0.8415 | 3.0155 | 778 | 0.7785 | 0.3077 | 0.7785 | 0.8823 |
0.8415 | 3.0233 | 780 | 0.7146 | 0.3746 | 0.7146 | 0.8454 |
0.8415 | 3.0310 | 782 | 0.6626 | 0.3746 | 0.6626 | 0.8140 |
0.8415 | 3.0388 | 784 | 0.5964 | 0.4220 | 0.5964 | 0.7723 |
0.8415 | 3.0465 | 786 | 0.5913 | 0.3895 | 0.5913 | 0.7690 |
0.8415 | 3.0543 | 788 | 0.5937 | 0.3895 | 0.5937 | 0.7705 |
0.8415 | 3.0620 | 790 | 0.6062 | 0.3895 | 0.6062 | 0.7786 |
0.8415 | 3.0698 | 792 | 0.6875 | 0.3895 | 0.6875 | 0.8291 |
0.8415 | 3.0775 | 794 | 0.7428 | 0.3746 | 0.7428 | 0.8618 |
0.8415 | 3.0853 | 796 | 0.7252 | 0.3895 | 0.7252 | 0.8516 |
0.8415 | 3.0930 | 798 | 0.6961 | 0.3895 | 0.6961 | 0.8343 |
0.8415 | 3.1008 | 800 | 0.6652 | 0.4047 | 0.6652 | 0.8156 |
0.8415 | 3.1085 | 802 | 0.6465 | 0.4047 | 0.6465 | 0.8040 |
0.8415 | 3.1163 | 804 | 0.6202 | 0.4047 | 0.6202 | 0.7875 |
0.8415 | 3.1240 | 806 | 0.5970 | 0.4047 | 0.5970 | 0.7726 |
0.8415 | 3.1318 | 808 | 0.5532 | 0.4474 | 0.5532 | 0.7438 |
0.8415 | 3.1395 | 810 | 0.5474 | 0.4474 | 0.5474 | 0.7399 |
0.8415 | 3.1473 | 812 | 0.5676 | 0.4984 | 0.5676 | 0.7534 |
0.8415 | 3.1550 | 814 | 0.5568 | 0.4984 | 0.5568 | 0.7462 |
0.8415 | 3.1628 | 816 | 0.5275 | 0.4474 | 0.5275 | 0.7263 |
0.8415 | 3.1705 | 818 | 0.5021 | 0.4085 | 0.5021 | 0.7086 |
0.8415 | 3.1783 | 820 | 0.4954 | 0.4085 | 0.4954 | 0.7038 |
0.8415 | 3.1860 | 822 | 0.4887 | 0.4085 | 0.4887 | 0.6991 |
0.8415 | 3.1938 | 824 | 0.4908 | 0.5157 | 0.4908 | 0.7006 |
0.8415 | 3.2016 | 826 | 0.4832 | 0.4651 | 0.4832 | 0.6951 |
0.8415 | 3.2093 | 828 | 0.4945 | 0.5157 | 0.4945 | 0.7032 |
0.8415 | 3.2171 | 830 | 0.5430 | 0.4615 | 0.5430 | 0.7369 |
0.8415 | 3.2248 | 832 | 0.6081 | 0.4676 | 0.6081 | 0.7798 |
0.8415 | 3.2326 | 834 | 0.7025 | 0.384 | 0.7025 | 0.8382 |
0.8415 | 3.2403 | 836 | 0.7624 | 0.384 | 0.7624 | 0.8732 |
0.8415 | 3.2481 | 838 | 0.7404 | 0.384 | 0.7404 | 0.8604 |
0.8415 | 3.2558 | 840 | 0.6698 | 0.3978 | 0.6698 | 0.8184 |
0.8415 | 3.2636 | 842 | 0.5771 | 0.3887 | 0.5771 | 0.7597 |
0.8415 | 3.2713 | 844 | 0.5161 | 0.5962 | 0.5161 | 0.7184 |
0.8415 | 3.2791 | 846 | 0.4735 | 0.5492 | 0.4735 | 0.6881 |
0.8415 | 3.2868 | 848 | 0.4651 | 0.5643 | 0.4651 | 0.6819 |
0.8415 | 3.2946 | 850 | 0.4797 | 0.5249 | 0.4797 | 0.6926 |
0.8415 | 3.3023 | 852 | 0.4832 | 0.5294 | 0.4832 | 0.6951 |
0.8415 | 3.3101 | 854 | 0.4833 | 0.5116 | 0.4833 | 0.6952 |
0.8415 | 3.3178 | 856 | 0.4859 | 0.4904 | 0.4859 | 0.6970 |
0.8415 | 3.3256 | 858 | 0.4898 | 0.4904 | 0.4898 | 0.6999 |
0.8415 | 3.3333 | 860 | 0.4930 | 0.4904 | 0.4930 | 0.7021 |
0.8415 | 3.3411 | 862 | 0.5030 | 0.4167 | 0.5030 | 0.7092 |
0.8415 | 3.3488 | 864 | 0.5274 | 0.4651 | 0.5274 | 0.7262 |
0.8415 | 3.3566 | 866 | 0.5366 | 0.3970 | 0.5366 | 0.7325 |
0.8415 | 3.3643 | 868 | 0.5333 | 0.3970 | 0.5333 | 0.7303 |
0.8415 | 3.3721 | 870 | 0.5486 | 0.4292 | 0.5486 | 0.7407 |
0.8415 | 3.3798 | 872 | 0.5585 | 0.4292 | 0.5585 | 0.7473 |
0.8415 | 3.3876 | 874 | 0.5541 | 0.4292 | 0.5541 | 0.7444 |
0.8415 | 3.3953 | 876 | 0.5428 | 0.4292 | 0.5428 | 0.7368 |
0.8415 | 3.4031 | 878 | 0.5281 | 0.4292 | 0.5281 | 0.7267 |
0.8415 | 3.4109 | 880 | 0.5135 | 0.3970 | 0.5135 | 0.7166 |
0.8415 | 3.4186 | 882 | 0.4975 | 0.4577 | 0.4975 | 0.7054 |
0.8415 | 3.4264 | 884 | 0.5039 | 0.5157 | 0.5039 | 0.7099 |
0.8415 | 3.4341 | 886 | 0.5465 | 0.4984 | 0.5465 | 0.7393 |
0.8415 | 3.4419 | 888 | 0.5656 | 0.4984 | 0.5656 | 0.7521 |
0.8415 | 3.4496 | 890 | 0.5280 | 0.5157 | 0.5280 | 0.7267 |
0.8415 | 3.4574 | 892 | 0.4741 | 0.5333 | 0.4741 | 0.6885 |
0.8415 | 3.4651 | 894 | 0.4591 | 0.4167 | 0.4591 | 0.6776 |
0.8415 | 3.4729 | 896 | 0.4699 | 0.4836 | 0.4699 | 0.6855 |
0.8415 | 3.4806 | 898 | 0.4748 | 0.4836 | 0.4748 | 0.6890 |
0.8415 | 3.4884 | 900 | 0.4665 | 0.4904 | 0.4665 | 0.6830 |
0.8415 | 3.4961 | 902 | 0.4542 | 0.4167 | 0.4542 | 0.6740 |
0.8415 | 3.5039 | 904 | 0.4597 | 0.5333 | 0.4597 | 0.6780 |
0.8415 | 3.5116 | 906 | 0.5246 | 0.5157 | 0.5246 | 0.7243 |
0.8415 | 3.5194 | 908 | 0.5576 | 0.5157 | 0.5576 | 0.7468 |
0.8415 | 3.5271 | 910 | 0.5256 | 0.5157 | 0.5256 | 0.7250 |
0.8415 | 3.5349 | 912 | 0.5193 | 0.5157 | 0.5193 | 0.7206 |
0.8415 | 3.5426 | 914 | 0.4906 | 0.5333 | 0.4906 | 0.7005 |
0.8415 | 3.5504 | 916 | 0.4666 | 0.5302 | 0.4666 | 0.6830 |
0.8415 | 3.5581 | 918 | 0.4607 | 0.4769 | 0.4607 | 0.6788 |
0.8415 | 3.5659 | 920 | 0.4784 | 0.4769 | 0.4784 | 0.6917 |
0.8415 | 3.5736 | 922 | 0.5045 | 0.5333 | 0.5045 | 0.7103 |
0.8415 | 3.5814 | 924 | 0.5098 | 0.5333 | 0.5098 | 0.7140 |
0.8415 | 3.5891 | 926 | 0.5404 | 0.5333 | 0.5404 | 0.7351 |
0.8415 | 3.5969 | 928 | 0.5358 | 0.5333 | 0.5358 | 0.7320 |
0.8415 | 3.6047 | 930 | 0.4814 | 0.4769 | 0.4814 | 0.6938 |
0.8415 | 3.6124 | 932 | 0.4636 | 0.5468 | 0.4636 | 0.6809 |
0.8415 | 3.6202 | 934 | 0.4678 | 0.5368 | 0.4678 | 0.6839 |
0.8415 | 3.6279 | 936 | 0.4891 | 0.5556 | 0.4891 | 0.6993 |
0.8415 | 3.6357 | 938 | 0.5072 | 0.5783 | 0.5072 | 0.7122 |
0.8415 | 3.6434 | 940 | 0.4935 | 0.5783 | 0.4935 | 0.7025 |
0.8415 | 3.6512 | 942 | 0.4655 | 0.6097 | 0.4655 | 0.6823 |
0.8415 | 3.6589 | 944 | 0.4522 | 0.5164 | 0.4522 | 0.6725 |
0.8415 | 3.6667 | 946 | 0.4674 | 0.5302 | 0.4674 | 0.6837 |
0.8415 | 3.6744 | 948 | 0.4880 | 0.5333 | 0.4880 | 0.6986 |
0.8415 | 3.6822 | 950 | 0.5269 | 0.4940 | 0.5269 | 0.7259 |
0.8415 | 3.6899 | 952 | 0.5459 | 0.4776 | 0.5459 | 0.7389 |
0.8415 | 3.6977 | 954 | 0.5344 | 0.4776 | 0.5344 | 0.7310 |
0.8415 | 3.7054 | 956 | 0.5366 | 0.4776 | 0.5366 | 0.7326 |
0.8415 | 3.7132 | 958 | 0.5277 | 0.4776 | 0.5277 | 0.7265 |
0.8415 | 3.7209 | 960 | 0.5112 | 0.4776 | 0.5112 | 0.7150 |
0.8415 | 3.7287 | 962 | 0.4945 | 0.4776 | 0.4945 | 0.7032 |
0.8415 | 3.7364 | 964 | 0.5094 | 0.4776 | 0.5094 | 0.7137 |
0.8415 | 3.7442 | 966 | 0.5079 | 0.4776 | 0.5079 | 0.7127 |
0.8415 | 3.7519 | 968 | 0.5230 | 0.4201 | 0.5230 | 0.7232 |
0.8415 | 3.7597 | 970 | 0.5587 | 0.4047 | 0.5587 | 0.7475 |
0.8415 | 3.7674 | 972 | 0.5727 | 0.3895 | 0.5727 | 0.7568 |
0.8415 | 3.7752 | 974 | 0.5743 | 0.3895 | 0.5743 | 0.7578 |
0.8415 | 3.7829 | 976 | 0.5936 | 0.3895 | 0.5936 | 0.7705 |
0.8415 | 3.7907 | 978 | 0.5946 | 0.3895 | 0.5946 | 0.7711 |
0.8415 | 3.7984 | 980 | 0.5819 | 0.4047 | 0.5819 | 0.7628 |
0.8415 | 3.8062 | 982 | 0.5761 | 0.4047 | 0.5761 | 0.7590 |
0.8415 | 3.8140 | 984 | 0.5694 | 0.4776 | 0.5694 | 0.7546 |
0.8415 | 3.8217 | 986 | 0.5530 | 0.4518 | 0.5530 | 0.7437 |
0.8415 | 3.8295 | 988 | 0.5358 | 0.3636 | 0.5358 | 0.7320 |
0.8415 | 3.8372 | 990 | 0.5251 | 0.3831 | 0.5251 | 0.7246 |
0.8415 | 3.8450 | 992 | 0.5106 | 0.4031 | 0.5106 | 0.7145 |
0.8415 | 3.8527 | 994 | 0.5102 | 0.5294 | 0.5102 | 0.7143 |
0.8415 | 3.8605 | 996 | 0.5118 | 0.5505 | 0.5118 | 0.7154 |
0.8415 | 3.8682 | 998 | 0.5064 | 0.4784 | 0.5064 | 0.7116 |
0.5795 | 3.8760 | 1000 | 0.5132 | 0.4031 | 0.5132 | 0.7164 |
0.5795 | 3.8837 | 1002 | 0.5517 | 0.4681 | 0.5517 | 0.7428 |
0.5795 | 3.8915 | 1004 | 0.6255 | 0.4034 | 0.6255 | 0.7909 |
0.5795 | 3.8992 | 1006 | 0.7169 | 0.3602 | 0.7169 | 0.8467 |
0.5795 | 3.9070 | 1008 | 0.7769 | 0.3333 | 0.7769 | 0.8814 |
0.5795 | 3.9147 | 1010 | 0.8175 | 0.3202 | 0.8175 | 0.9042 |
0.5795 | 3.9225 | 1012 | 0.8622 | 0.3202 | 0.8622 | 0.9285 |
0.5795 | 3.9302 | 1014 | 0.8877 | 0.2965 | 0.8877 | 0.9422 |
0.5795 | 3.9380 | 1016 | 0.8272 | 0.3202 | 0.8272 | 0.9095 |
0.5795 | 3.9457 | 1018 | 0.7298 | 0.4119 | 0.7298 | 0.8543 |
0.5795 | 3.9535 | 1020 | 0.6220 | 0.4034 | 0.6220 | 0.7887 |
0.5795 | 3.9612 | 1022 | 0.5324 | 0.4362 | 0.5324 | 0.7297 |
0.5795 | 3.9690 | 1024 | 0.5018 | 0.4784 | 0.5018 | 0.7084 |
0.5795 | 3.9767 | 1026 | 0.5057 | 0.4481 | 0.5057 | 0.7111 |
0.5795 | 3.9845 | 1028 | 0.5136 | 0.3482 | 0.5136 | 0.7167 |
0.5795 | 3.9922 | 1030 | 0.5326 | 0.3636 | 0.5326 | 0.7298 |
0.5795 | 4.0 | 1032 | 0.5458 | 0.3970 | 0.5458 | 0.7388 |
0.5795 | 4.0078 | 1034 | 0.5606 | 0.3970 | 0.5606 | 0.7487 |
0.5795 | 4.0155 | 1036 | 0.5788 | 0.4577 | 0.5788 | 0.7608 |
0.5795 | 4.0233 | 1038 | 0.5952 | 0.4651 | 0.5952 | 0.7715 |
0.5795 | 4.0310 | 1040 | 0.5987 | 0.4651 | 0.5987 | 0.7738 |
0.5795 | 4.0388 | 1042 | 0.5742 | 0.4651 | 0.5742 | 0.7578 |
0.5795 | 4.0465 | 1044 | 0.5481 | 0.4270 | 0.5481 | 0.7403 |
0.5795 | 4.0543 | 1046 | 0.5319 | 0.4784 | 0.5319 | 0.7293 |
0.5795 | 4.0620 | 1048 | 0.5245 | 0.4853 | 0.5245 | 0.7242 |
0.5795 | 4.0698 | 1050 | 0.5207 | 0.4853 | 0.5207 | 0.7216 |
0.5795 | 4.0775 | 1052 | 0.5200 | 0.4853 | 0.5200 | 0.7211 |
0.5795 | 4.0853 | 1054 | 0.5231 | 0.4784 | 0.5231 | 0.7232 |
0.5795 | 4.0930 | 1056 | 0.5165 | 0.4784 | 0.5165 | 0.7187 |
0.5795 | 4.1008 | 1058 | 0.5125 | 0.4784 | 0.5125 | 0.7159 |
0.5795 | 4.1085 | 1060 | 0.5085 | 0.4706 | 0.5085 | 0.7131 |
0.5795 | 4.1163 | 1062 | 0.4986 | 0.4784 | 0.4986 | 0.7061 |
0.5795 | 4.1240 | 1064 | 0.4951 | 0.4270 | 0.4951 | 0.7036 |
0.5795 | 4.1318 | 1066 | 0.5008 | 0.4832 | 0.5008 | 0.7077 |
0.5795 | 4.1395 | 1068 | 0.5270 | 0.4651 | 0.5270 | 0.7260 |
0.5795 | 4.1473 | 1070 | 0.5449 | 0.4984 | 0.5449 | 0.7382 |
0.5795 | 4.1550 | 1072 | 0.5720 | 0.4220 | 0.5720 | 0.7563 |
0.5795 | 4.1628 | 1074 | 0.6125 | 0.4061 | 0.6125 | 0.7826 |
0.5795 | 4.1705 | 1076 | 0.6282 | 0.4061 | 0.6282 | 0.7926 |
0.5795 | 4.1783 | 1078 | 0.6297 | 0.4061 | 0.6297 | 0.7935 |
0.5795 | 4.1860 | 1080 | 0.5916 | 0.4061 | 0.5916 | 0.7691 |
0.5795 | 4.1938 | 1082 | 0.5442 | 0.4390 | 0.5442 | 0.7377 |
0.5795 | 4.2016 | 1084 | 0.4918 | 0.3970 | 0.4918 | 0.7013 |
0.5795 | 4.2093 | 1086 | 0.4752 | 0.4049 | 0.4752 | 0.6894 |
0.5795 | 4.2171 | 1088 | 0.4743 | 0.3970 | 0.4743 | 0.6887 |
0.5795 | 4.2248 | 1090 | 0.4891 | 0.4577 | 0.4891 | 0.6994 |
0.5795 | 4.2326 | 1092 | 0.5102 | 0.5157 | 0.5102 | 0.7143 |
0.5795 | 4.2403 | 1094 | 0.5295 | 0.5157 | 0.5295 | 0.7277 |
0.5795 | 4.2481 | 1096 | 0.5321 | 0.5157 | 0.5321 | 0.7294 |
0.5795 | 4.2558 | 1098 | 0.5325 | 0.5157 | 0.5325 | 0.7297 |
0.5795 | 4.2636 | 1100 | 0.5203 | 0.5157 | 0.5203 | 0.7213 |
0.5795 | 4.2713 | 1102 | 0.5041 | 0.5157 | 0.5041 | 0.7100 |
0.5795 | 4.2791 | 1104 | 0.5063 | 0.5333 | 0.5063 | 0.7115 |
0.5795 | 4.2868 | 1106 | 0.4966 | 0.5513 | 0.4966 | 0.7047 |
0.5795 | 4.2946 | 1108 | 0.4901 | 0.5513 | 0.4901 | 0.7001 |
0.5795 | 4.3023 | 1110 | 0.4923 | 0.5106 | 0.4923 | 0.7017 |
0.5795 | 4.3101 | 1112 | 0.5042 | 0.5106 | 0.5042 | 0.7101 |
0.5795 | 4.3178 | 1114 | 0.4841 | 0.5706 | 0.4841 | 0.6958 |
0.5795 | 4.3256 | 1116 | 0.4659 | 0.6149 | 0.4659 | 0.6826 |
0.5795 | 4.3333 | 1118 | 0.4590 | 0.4784 | 0.4590 | 0.6775 |
0.5795 | 4.3411 | 1120 | 0.4744 | 0.5532 | 0.4744 | 0.6888 |
0.5795 | 4.3488 | 1122 | 0.4808 | 0.6147 | 0.4808 | 0.6934 |
0.5795 | 4.3566 | 1124 | 0.4732 | 0.5532 | 0.4732 | 0.6879 |
0.5795 | 4.3643 | 1126 | 0.4751 | 0.5249 | 0.4751 | 0.6893 |
0.5795 | 4.3721 | 1128 | 0.4754 | 0.4368 | 0.4754 | 0.6895 |
0.5795 | 4.3798 | 1130 | 0.4928 | 0.4460 | 0.4928 | 0.7020 |
0.5795 | 4.3876 | 1132 | 0.5106 | 0.5106 | 0.5106 | 0.7146 |
0.5795 | 4.3953 | 1134 | 0.5213 | 0.4776 | 0.5213 | 0.7220 |
0.5795 | 4.4031 | 1136 | 0.5008 | 0.5106 | 0.5008 | 0.7076 |
0.5795 | 4.4109 | 1138 | 0.4815 | 0.5064 | 0.4815 | 0.6939 |
0.5795 | 4.4186 | 1140 | 0.4773 | 0.5064 | 0.4773 | 0.6909 |
0.5795 | 4.4264 | 1142 | 0.4785 | 0.5205 | 0.4785 | 0.6917 |
0.5795 | 4.4341 | 1144 | 0.4780 | 0.5056 | 0.4780 | 0.6914 |
0.5795 | 4.4419 | 1146 | 0.4793 | 0.5556 | 0.4793 | 0.6923 |
0.5795 | 4.4496 | 1148 | 0.4829 | 0.5221 | 0.4829 | 0.6949 |
0.5795 | 4.4574 | 1150 | 0.4838 | 0.5221 | 0.4838 | 0.6956 |
0.5795 | 4.4651 | 1152 | 0.4694 | 0.5221 | 0.4694 | 0.6851 |
0.5795 | 4.4729 | 1154 | 0.4601 | 0.6573 | 0.4601 | 0.6783 |
0.5795 | 4.4806 | 1156 | 0.4588 | 0.5205 | 0.4588 | 0.6774 |
0.5795 | 4.4884 | 1158 | 0.4636 | 0.5492 | 0.4636 | 0.6808 |
0.5795 | 4.4961 | 1160 | 0.4943 | 0.5116 | 0.4943 | 0.7031 |
0.5795 | 4.5039 | 1162 | 0.5392 | 0.4615 | 0.5392 | 0.7343 |
0.5795 | 4.5116 | 1164 | 0.5839 | 0.3895 | 0.5839 | 0.7641 |
0.5795 | 4.5194 | 1166 | 0.6535 | 0.3746 | 0.6535 | 0.8084 |
0.5795 | 4.5271 | 1168 | 0.6553 | 0.3200 | 0.6553 | 0.8095 |
0.5795 | 4.5349 | 1170 | 0.6549 | 0.3200 | 0.6549 | 0.8093 |
0.5795 | 4.5426 | 1172 | 0.6240 | 0.3746 | 0.6240 | 0.7899 |
0.5795 | 4.5504 | 1174 | 0.5982 | 0.3895 | 0.5982 | 0.7734 |
0.5795 | 4.5581 | 1176 | 0.5385 | 0.4220 | 0.5385 | 0.7338 |
0.5795 | 4.5659 | 1178 | 0.4766 | 0.4984 | 0.4766 | 0.6904 |
0.5795 | 4.5736 | 1180 | 0.4433 | 0.5116 | 0.4433 | 0.6658 |
0.5795 | 4.5814 | 1182 | 0.4328 | 0.5116 | 0.4328 | 0.6579 |
0.5795 | 4.5891 | 1184 | 0.4216 | 0.5772 | 0.4216 | 0.6493 |
0.5795 | 4.5969 | 1186 | 0.4119 | 0.6290 | 0.4119 | 0.6418 |
0.5795 | 4.6047 | 1188 | 0.4096 | 0.6290 | 0.4096 | 0.6400 |
0.5795 | 4.6124 | 1190 | 0.4033 | 0.6573 | 0.4033 | 0.6351 |
0.5795 | 4.6202 | 1192 | 0.4071 | 0.6164 | 0.4071 | 0.6380 |
0.5795 | 4.6279 | 1194 | 0.4244 | 0.5778 | 0.4244 | 0.6514 |
0.5795 | 4.6357 | 1196 | 0.4525 | 0.5361 | 0.4525 | 0.6726 |
0.5795 | 4.6434 | 1198 | 0.4633 | 0.5361 | 0.4633 | 0.6807 |
0.5795 | 4.6512 | 1200 | 0.4874 | 0.4776 | 0.4874 | 0.6981 |
0.5795 | 4.6589 | 1202 | 0.4880 | 0.4776 | 0.4880 | 0.6986 |
0.5795 | 4.6667 | 1204 | 0.5025 | 0.4776 | 0.5025 | 0.7089 |
0.5795 | 4.6744 | 1206 | 0.5257 | 0.4457 | 0.5257 | 0.7251 |
0.5795 | 4.6822 | 1208 | 0.5330 | 0.3895 | 0.5330 | 0.7300 |
0.5795 | 4.6899 | 1210 | 0.5671 | 0.3895 | 0.5671 | 0.7531 |
0.5795 | 4.6977 | 1212 | 0.5936 | 0.3895 | 0.5936 | 0.7705 |
0.5795 | 4.7054 | 1214 | 0.5821 | 0.3895 | 0.5821 | 0.7630 |
0.5795 | 4.7132 | 1216 | 0.5413 | 0.4112 | 0.5413 | 0.7357 |
0.5795 | 4.7209 | 1218 | 0.5138 | 0.4186 | 0.5138 | 0.7168 |
0.5795 | 4.7287 | 1220 | 0.5195 | 0.4494 | 0.5195 | 0.7208 |
0.5795 | 4.7364 | 1222 | 0.5352 | 0.4494 | 0.5352 | 0.7316 |
0.5795 | 4.7442 | 1224 | 0.5562 | 0.4494 | 0.5562 | 0.7458 |
0.5795 | 4.7519 | 1226 | 0.5865 | 0.3778 | 0.5865 | 0.7658 |
0.5795 | 4.7597 | 1228 | 0.6328 | 0.4013 | 0.6328 | 0.7955 |
0.5795 | 4.7674 | 1230 | 0.6768 | 0.3743 | 0.6768 | 0.8227 |
0.5795 | 4.7752 | 1232 | 0.7184 | 0.3601 | 0.7184 | 0.8476 |
0.5795 | 4.7829 | 1234 | 0.7253 | 0.3601 | 0.7253 | 0.8516 |
0.5795 | 4.7907 | 1236 | 0.7134 | 0.3743 | 0.7134 | 0.8447 |
0.5795 | 4.7984 | 1238 | 0.6856 | 0.3887 | 0.6856 | 0.8280 |
0.5795 | 4.8062 | 1240 | 0.6684 | 0.3887 | 0.6684 | 0.8176 |
0.5795 | 4.8140 | 1242 | 0.6183 | 0.4432 | 0.6183 | 0.7863 |
0.5795 | 4.8217 | 1244 | 0.5810 | 0.4518 | 0.5810 | 0.7623 |
0.5795 | 4.8295 | 1246 | 0.5697 | 0.5513 | 0.5697 | 0.7548 |
0.5795 | 4.8372 | 1248 | 0.5617 | 0.4889 | 0.5617 | 0.7495 |
0.5795 | 4.8450 | 1250 | 0.5662 | 0.4889 | 0.5662 | 0.7524 |
0.5795 | 4.8527 | 1252 | 0.5784 | 0.4889 | 0.5784 | 0.7605 |
0.5795 | 4.8605 | 1254 | 0.6422 | 0.3743 | 0.6422 | 0.8014 |
0.5795 | 4.8682 | 1256 | 0.7061 | 0.3601 | 0.7061 | 0.8403 |
0.5795 | 4.8760 | 1258 | 0.7162 | 0.3601 | 0.7162 | 0.8463 |
0.5795 | 4.8837 | 1260 | 0.6827 | 0.3895 | 0.6827 | 0.8262 |
0.5795 | 4.8915 | 1262 | 0.6191 | 0.3895 | 0.6191 | 0.7868 |
0.5795 | 4.8992 | 1264 | 0.5565 | 0.3792 | 0.5565 | 0.7460 |
0.5795 | 4.9070 | 1266 | 0.5131 | 0.4112 | 0.5131 | 0.7163 |
0.5795 | 4.9147 | 1268 | 0.4694 | 0.5513 | 0.4694 | 0.6851 |
0.5795 | 4.9225 | 1270 | 0.4429 | 0.6182 | 0.4429 | 0.6655 |
0.5795 | 4.9302 | 1272 | 0.4327 | 0.6182 | 0.4327 | 0.6578 |
0.5795 | 4.9380 | 1274 | 0.4255 | 0.6397 | 0.4255 | 0.6523 |
0.5795 | 4.9457 | 1276 | 0.4242 | 0.6397 | 0.4242 | 0.6513 |
0.5795 | 4.9535 | 1278 | 0.4220 | 0.6851 | 0.4220 | 0.6496 |
0.5795 | 4.9612 | 1280 | 0.4234 | 0.6397 | 0.4234 | 0.6507 |
0.5795 | 4.9690 | 1282 | 0.4298 | 0.5673 | 0.4298 | 0.6556 |
0.5795 | 4.9767 | 1284 | 0.4609 | 0.5966 | 0.4609 | 0.6789 |
0.5795 | 4.9845 | 1286 | 0.5453 | 0.5361 | 0.5453 | 0.7385 |
0.5795 | 4.9922 | 1288 | 0.5961 | 0.4776 | 0.5961 | 0.7721 |
0.5795 | 5.0 | 1290 | 0.6544 | 0.4119 | 0.6544 | 0.8089 |
0.5795 | 5.0078 | 1292 | 0.6714 | 0.4119 | 0.6714 | 0.8194 |
0.5795 | 5.0155 | 1294 | 0.6640 | 0.4119 | 0.6640 | 0.8148 |
0.5795 | 5.0233 | 1296 | 0.6162 | 0.4034 | 0.6162 | 0.7850 |
0.5795 | 5.0310 | 1298 | 0.5591 | 0.4889 | 0.5591 | 0.7477 |
0.5795 | 5.0388 | 1300 | 0.5293 | 0.4889 | 0.5293 | 0.7275 |
0.5795 | 5.0465 | 1302 | 0.5211 | 0.4889 | 0.5211 | 0.7219 |
0.5795 | 5.0543 | 1304 | 0.5265 | 0.5361 | 0.5265 | 0.7256 |
0.5795 | 5.0620 | 1306 | 0.5415 | 0.4776 | 0.5415 | 0.7358 |
0.5795 | 5.0698 | 1308 | 0.5232 | 0.4776 | 0.5232 | 0.7233 |
0.5795 | 5.0775 | 1310 | 0.4958 | 0.5361 | 0.4958 | 0.7041 |
0.5795 | 5.0853 | 1312 | 0.4857 | 0.5243 | 0.4857 | 0.6969 |
0.5795 | 5.0930 | 1314 | 0.4875 | 0.4655 | 0.4875 | 0.6982 |
0.5795 | 5.1008 | 1316 | 0.4956 | 0.4726 | 0.4956 | 0.7040 |
0.5795 | 5.1085 | 1318 | 0.5010 | 0.4542 | 0.5010 | 0.7078 |
0.5795 | 5.1163 | 1320 | 0.5197 | 0.4277 | 0.5197 | 0.7209 |
0.5795 | 5.1240 | 1322 | 0.5585 | 0.4776 | 0.5585 | 0.7473 |
0.5795 | 5.1318 | 1324 | 0.5690 | 0.4776 | 0.5690 | 0.7543 |
0.5795 | 5.1395 | 1326 | 0.5586 | 0.4776 | 0.5586 | 0.7474 |
0.5795 | 5.1473 | 1328 | 0.5677 | 0.4776 | 0.5677 | 0.7535 |
0.5795 | 5.1550 | 1330 | 0.5702 | 0.4776 | 0.5702 | 0.7551 |
0.5795 | 5.1628 | 1332 | 0.5774 | 0.4201 | 0.5774 | 0.7599 |
0.5795 | 5.1705 | 1334 | 0.5657 | 0.4201 | 0.5657 | 0.7522 |
0.5795 | 5.1783 | 1336 | 0.5485 | 0.4085 | 0.5485 | 0.7406 |
0.5795 | 5.1860 | 1338 | 0.5471 | 0.4085 | 0.5471 | 0.7397 |
0.5795 | 5.1938 | 1340 | 0.5598 | 0.4651 | 0.5598 | 0.7482 |
0.5795 | 5.2016 | 1342 | 0.5727 | 0.4277 | 0.5727 | 0.7568 |
0.5795 | 5.2093 | 1344 | 0.5902 | 0.4201 | 0.5902 | 0.7683 |
0.5795 | 5.2171 | 1346 | 0.6066 | 0.4201 | 0.6066 | 0.7789 |
0.5795 | 5.2248 | 1348 | 0.5910 | 0.4776 | 0.5910 | 0.7688 |
0.5795 | 5.2326 | 1350 | 0.5456 | 0.4776 | 0.5456 | 0.7386 |
0.5795 | 5.2403 | 1352 | 0.4968 | 0.4651 | 0.4968 | 0.7048 |
0.5795 | 5.2481 | 1354 | 0.4769 | 0.5164 | 0.4769 | 0.6905 |
0.5795 | 5.2558 | 1356 | 0.4764 | 0.4574 | 0.4764 | 0.6902 |
0.5795 | 5.2636 | 1358 | 0.4815 | 0.4964 | 0.4815 | 0.6939 |
0.5795 | 5.2713 | 1360 | 0.4955 | 0.5302 | 0.4955 | 0.7040 |
0.5795 | 5.2791 | 1362 | 0.5200 | 0.5157 | 0.5200 | 0.7211 |
0.5795 | 5.2868 | 1364 | 0.5464 | 0.4776 | 0.5464 | 0.7392 |
0.5795 | 5.2946 | 1366 | 0.5568 | 0.4776 | 0.5568 | 0.7462 |
0.5795 | 5.3023 | 1368 | 0.5769 | 0.4201 | 0.5769 | 0.7595 |
0.5795 | 5.3101 | 1370 | 0.5953 | 0.4201 | 0.5953 | 0.7715 |
0.5795 | 5.3178 | 1372 | 0.5762 | 0.4201 | 0.5762 | 0.7591 |
0.5795 | 5.3256 | 1374 | 0.5489 | 0.4776 | 0.5489 | 0.7408 |
0.5795 | 5.3333 | 1376 | 0.5162 | 0.5157 | 0.5162 | 0.7185 |
0.5795 | 5.3411 | 1378 | 0.5038 | 0.4651 | 0.5038 | 0.7098 |
0.5795 | 5.3488 | 1380 | 0.5023 | 0.5157 | 0.5023 | 0.7087 |
0.5795 | 5.3566 | 1382 | 0.4978 | 0.4085 | 0.4978 | 0.7056 |
0.5795 | 5.3643 | 1384 | 0.5091 | 0.4651 | 0.5091 | 0.7135 |
0.5795 | 5.3721 | 1386 | 0.5275 | 0.5157 | 0.5275 | 0.7263 |
0.5795 | 5.3798 | 1388 | 0.5391 | 0.4776 | 0.5391 | 0.7342 |
0.5795 | 5.3876 | 1390 | 0.5746 | 0.4776 | 0.5746 | 0.7580 |
0.5795 | 5.3953 | 1392 | 0.6190 | 0.4201 | 0.6190 | 0.7868 |
0.5795 | 5.4031 | 1394 | 0.6264 | 0.4201 | 0.6264 | 0.7914 |
0.5795 | 5.4109 | 1396 | 0.6118 | 0.4776 | 0.6118 | 0.7822 |
0.5795 | 5.4186 | 1398 | 0.5691 | 0.4776 | 0.5691 | 0.7544 |
0.5795 | 5.4264 | 1400 | 0.5218 | 0.4776 | 0.5218 | 0.7223 |
0.5795 | 5.4341 | 1402 | 0.4841 | 0.5778 | 0.4841 | 0.6958 |
0.5795 | 5.4419 | 1404 | 0.4765 | 0.5205 | 0.4765 | 0.6903 |
0.5795 | 5.4496 | 1406 | 0.4779 | 0.5205 | 0.4779 | 0.6913 |
0.5795 | 5.4574 | 1408 | 0.4847 | 0.5302 | 0.4847 | 0.6962 |
0.5795 | 5.4651 | 1410 | 0.4971 | 0.5778 | 0.4971 | 0.7051 |
0.5795 | 5.4729 | 1412 | 0.5069 | 0.5157 | 0.5069 | 0.7119 |
0.5795 | 5.4806 | 1414 | 0.5180 | 0.5157 | 0.5180 | 0.7197 |
0.5795 | 5.4884 | 1416 | 0.5115 | 0.5302 | 0.5115 | 0.7152 |
0.5795 | 5.4961 | 1418 | 0.5037 | 0.5492 | 0.5037 | 0.7097 |
0.5795 | 5.5039 | 1420 | 0.5009 | 0.5492 | 0.5009 | 0.7078 |
0.5795 | 5.5116 | 1422 | 0.5016 | 0.5205 | 0.5016 | 0.7083 |
0.5795 | 5.5194 | 1424 | 0.5017 | 0.5205 | 0.5017 | 0.7083 |
0.5795 | 5.5271 | 1426 | 0.4974 | 0.5205 | 0.4974 | 0.7053 |
0.5795 | 5.5349 | 1428 | 0.4947 | 0.5398 | 0.4947 | 0.7033 |
0.5795 | 5.5426 | 1430 | 0.4934 | 0.5492 | 0.4934 | 0.7024 |
0.5795 | 5.5504 | 1432 | 0.4999 | 0.5302 | 0.4999 | 0.7071 |
0.5795 | 5.5581 | 1434 | 0.5108 | 0.5778 | 0.5108 | 0.7147 |
0.5795 | 5.5659 | 1436 | 0.5138 | 0.5302 | 0.5138 | 0.7168 |
0.5795 | 5.5736 | 1438 | 0.5190 | 0.4651 | 0.5190 | 0.7204 |
0.5795 | 5.5814 | 1440 | 0.5259 | 0.4651 | 0.5259 | 0.7252 |
0.5795 | 5.5891 | 1442 | 0.5349 | 0.4651 | 0.5349 | 0.7314 |
0.5795 | 5.5969 | 1444 | 0.5573 | 0.5157 | 0.5573 | 0.7465 |
0.5795 | 5.6047 | 1446 | 0.5716 | 0.5157 | 0.5716 | 0.7561 |
0.5795 | 5.6124 | 1448 | 0.5901 | 0.4776 | 0.5901 | 0.7682 |
0.5795 | 5.6202 | 1450 | 0.6121 | 0.4201 | 0.6121 | 0.7824 |
0.5795 | 5.6279 | 1452 | 0.6045 | 0.4201 | 0.6045 | 0.7775 |
0.5795 | 5.6357 | 1454 | 0.5781 | 0.5157 | 0.5781 | 0.7603 |
0.5795 | 5.6434 | 1456 | 0.5565 | 0.4085 | 0.5565 | 0.7460 |
0.5795 | 5.6512 | 1458 | 0.5579 | 0.4085 | 0.5579 | 0.7469 |
0.5795 | 5.6589 | 1460 | 0.5483 | 0.4085 | 0.5483 | 0.7405 |
0.5795 | 5.6667 | 1462 | 0.5450 | 0.4085 | 0.5450 | 0.7382 |
0.5795 | 5.6744 | 1464 | 0.5520 | 0.4085 | 0.5520 | 0.7429 |
0.5795 | 5.6822 | 1466 | 0.5691 | 0.4085 | 0.5691 | 0.7544 |
0.5795 | 5.6899 | 1468 | 0.6017 | 0.3676 | 0.6017 | 0.7757 |
0.5795 | 5.6977 | 1470 | 0.6215 | 0.3676 | 0.6215 | 0.7884 |
0.5795 | 5.7054 | 1472 | 0.6237 | 0.4277 | 0.6237 | 0.7897 |
0.5795 | 5.7132 | 1474 | 0.6242 | 0.4277 | 0.6242 | 0.7900 |
0.5795 | 5.7209 | 1476 | 0.6288 | 0.4277 | 0.6288 | 0.7930 |
0.5795 | 5.7287 | 1478 | 0.6265 | 0.4277 | 0.6265 | 0.7915 |
0.5795 | 5.7364 | 1480 | 0.6175 | 0.4542 | 0.6175 | 0.7858 |
0.5795 | 5.7442 | 1482 | 0.5879 | 0.4964 | 0.5879 | 0.7667 |
0.5795 | 5.7519 | 1484 | 0.5763 | 0.4655 | 0.5763 | 0.7591 |
0.5795 | 5.7597 | 1486 | 0.5785 | 0.4655 | 0.5785 | 0.7606 |
0.5795 | 5.7674 | 1488 | 0.5968 | 0.4964 | 0.5968 | 0.7726 |
0.5795 | 5.7752 | 1490 | 0.6182 | 0.4542 | 0.6182 | 0.7862 |
0.5795 | 5.7829 | 1492 | 0.6265 | 0.5064 | 0.6265 | 0.7915 |
0.5795 | 5.7907 | 1494 | 0.6523 | 0.4277 | 0.6523 | 0.8076 |
0.5795 | 5.7984 | 1496 | 0.6961 | 0.3522 | 0.6961 | 0.8343 |
0.5795 | 5.8062 | 1498 | 0.7475 | 0.3493 | 0.7475 | 0.8646 |
0.4392 | 5.8140 | 1500 | 0.7920 | 0.3352 | 0.7920 | 0.8899 |
0.4392 | 5.8217 | 1502 | 0.7850 | 0.3352 | 0.7850 | 0.8860 |
0.4392 | 5.8295 | 1504 | 0.7287 | 0.3493 | 0.7287 | 0.8536 |
0.4392 | 5.8372 | 1506 | 0.6682 | 0.4201 | 0.6682 | 0.8174 |
0.4392 | 5.8450 | 1508 | 0.6217 | 0.4776 | 0.6217 | 0.7885 |
0.4392 | 5.8527 | 1510 | 0.5858 | 0.4776 | 0.5858 | 0.7654 |
0.4392 | 5.8605 | 1512 | 0.5567 | 0.4460 | 0.5567 | 0.7462 |
0.4392 | 5.8682 | 1514 | 0.5378 | 0.4655 | 0.5378 | 0.7333 |
0.4392 | 5.8760 | 1516 | 0.5279 | 0.4655 | 0.5279 | 0.7265 |
0.4392 | 5.8837 | 1518 | 0.5233 | 0.4655 | 0.5233 | 0.7234 |
0.4392 | 5.8915 | 1520 | 0.5226 | 0.4655 | 0.5226 | 0.7229 |
0.4392 | 5.8992 | 1522 | 0.5221 | 0.4655 | 0.5221 | 0.7226 |
0.4392 | 5.9070 | 1524 | 0.5230 | 0.4655 | 0.5230 | 0.7232 |
0.4392 | 5.9147 | 1526 | 0.5332 | 0.4068 | 0.5332 | 0.7302 |
0.4392 | 5.9225 | 1528 | 0.5543 | 0.4615 | 0.5543 | 0.7445 |
0.4392 | 5.9302 | 1530 | 0.6018 | 0.5361 | 0.6018 | 0.7758 |
0.4392 | 5.9380 | 1532 | 0.6521 | 0.4201 | 0.6521 | 0.8075 |
0.4392 | 5.9457 | 1534 | 0.6664 | 0.4201 | 0.6664 | 0.8164 |
0.4392 | 5.9535 | 1536 | 0.6703 | 0.4201 | 0.6703 | 0.8187 |
0.4392 | 5.9612 | 1538 | 0.6427 | 0.4201 | 0.6427 | 0.8017 |
0.4392 | 5.9690 | 1540 | 0.6218 | 0.4201 | 0.6218 | 0.7885 |
0.4392 | 5.9767 | 1542 | 0.5926 | 0.3676 | 0.5926 | 0.7698 |
0.4392 | 5.9845 | 1544 | 0.5657 | 0.3676 | 0.5657 | 0.7521 |
0.4392 | 5.9922 | 1546 | 0.5602 | 0.3676 | 0.5602 | 0.7484 |
0.4392 | 6.0 | 1548 | 0.5617 | 0.3676 | 0.5617 | 0.7495 |
0.4392 | 6.0078 | 1550 | 0.5758 | 0.3676 | 0.5758 | 0.7588 |
0.4392 | 6.0155 | 1552 | 0.5787 | 0.3676 | 0.5787 | 0.7607 |
0.4392 | 6.0233 | 1554 | 0.5719 | 0.3676 | 0.5719 | 0.7562 |
0.4392 | 6.0310 | 1556 | 0.5632 | 0.3676 | 0.5632 | 0.7505 |
0.4392 | 6.0388 | 1558 | 0.5599 | 0.3676 | 0.5599 | 0.7483 |
0.4392 | 6.0465 | 1560 | 0.5552 | 0.3676 | 0.5552 | 0.7451 |
0.4392 | 6.0543 | 1562 | 0.5485 | 0.3676 | 0.5485 | 0.7406 |
0.4392 | 6.0620 | 1564 | 0.5470 | 0.4889 | 0.5470 | 0.7396 |
0.4392 | 6.0698 | 1566 | 0.5556 | 0.5064 | 0.5556 | 0.7454 |
0.4392 | 6.0775 | 1568 | 0.5637 | 0.5532 | 0.5637 | 0.7508 |
0.4392 | 6.0853 | 1570 | 0.5735 | 0.5532 | 0.5735 | 0.7573 |
0.4392 | 6.0930 | 1572 | 0.5661 | 0.4790 | 0.5661 | 0.7524 |
0.4392 | 6.1008 | 1574 | 0.5509 | 0.4247 | 0.5509 | 0.7422 |
0.4392 | 6.1085 | 1576 | 0.5461 | 0.4655 | 0.5461 | 0.7390 |
0.4392 | 6.1163 | 1578 | 0.5494 | 0.4655 | 0.5494 | 0.7412 |
0.4392 | 6.1240 | 1580 | 0.5641 | 0.4655 | 0.5641 | 0.7510 |
0.4392 | 6.1318 | 1582 | 0.5698 | 0.4655 | 0.5698 | 0.7549 |
0.4392 | 6.1395 | 1584 | 0.5790 | 0.4655 | 0.5790 | 0.7609 |
0.4392 | 6.1473 | 1586 | 0.5845 | 0.4655 | 0.5845 | 0.7645 |
0.4392 | 6.1550 | 1588 | 0.6004 | 0.4247 | 0.6004 | 0.7748 |
0.4392 | 6.1628 | 1590 | 0.6055 | 0.4247 | 0.6055 | 0.7781 |
0.4392 | 6.1705 | 1592 | 0.5987 | 0.4655 | 0.5987 | 0.7738 |
0.4392 | 6.1783 | 1594 | 0.5984 | 0.4655 | 0.5984 | 0.7735 |
0.4392 | 6.1860 | 1596 | 0.5822 | 0.4655 | 0.5822 | 0.7630 |
0.4392 | 6.1938 | 1598 | 0.5631 | 0.4655 | 0.5631 | 0.7504 |
0.4392 | 6.2016 | 1600 | 0.5505 | 0.4655 | 0.5505 | 0.7419 |
0.4392 | 6.2093 | 1602 | 0.5564 | 0.5556 | 0.5564 | 0.7459 |
0.4392 | 6.2171 | 1604 | 0.5582 | 0.6128 | 0.5582 | 0.7471 |
0.4392 | 6.2248 | 1606 | 0.5500 | 0.5333 | 0.5500 | 0.7416 |
0.4392 | 6.2326 | 1608 | 0.5394 | 0.4574 | 0.5394 | 0.7344 |
0.4392 | 6.2403 | 1610 | 0.5412 | 0.4655 | 0.5412 | 0.7357 |
0.4392 | 6.2481 | 1612 | 0.5665 | 0.4085 | 0.5665 | 0.7527 |
0.4392 | 6.2558 | 1614 | 0.5929 | 0.4013 | 0.5929 | 0.7700 |
0.4392 | 6.2636 | 1616 | 0.5951 | 0.4013 | 0.5951 | 0.7715 |
0.4392 | 6.2713 | 1618 | 0.5844 | 0.4013 | 0.5844 | 0.7644 |
0.4392 | 6.2791 | 1620 | 0.5585 | 0.4013 | 0.5585 | 0.7473 |
0.4392 | 6.2868 | 1622 | 0.5338 | 0.4651 | 0.5338 | 0.7306 |
0.4392 | 6.2946 | 1624 | 0.5189 | 0.4769 | 0.5189 | 0.7204 |
0.4392 | 6.3023 | 1626 | 0.5185 | 0.4085 | 0.5185 | 0.7201 |
0.4392 | 6.3101 | 1628 | 0.5179 | 0.4651 | 0.5179 | 0.7197 |
0.4392 | 6.3178 | 1630 | 0.5125 | 0.5302 | 0.5125 | 0.7159 |
0.4392 | 6.3256 | 1632 | 0.5019 | 0.5673 | 0.5019 | 0.7084 |
0.4392 | 6.3333 | 1634 | 0.4932 | 0.5333 | 0.4932 | 0.7023 |
0.4392 | 6.3411 | 1636 | 0.4871 | 0.5333 | 0.4871 | 0.6980 |
0.4392 | 6.3488 | 1638 | 0.4836 | 0.5333 | 0.4836 | 0.6954 |
0.4392 | 6.3566 | 1640 | 0.4827 | 0.5659 | 0.4827 | 0.6948 |
0.4392 | 6.3643 | 1642 | 0.4838 | 0.6182 | 0.4838 | 0.6956 |
0.4392 | 6.3721 | 1644 | 0.4858 | 0.5492 | 0.4858 | 0.6970 |
0.4392 | 6.3798 | 1646 | 0.4839 | 0.5468 | 0.4839 | 0.6956 |
0.4392 | 6.3876 | 1648 | 0.4906 | 0.4651 | 0.4906 | 0.7004 |
0.4392 | 6.3953 | 1650 | 0.5050 | 0.4013 | 0.5050 | 0.7106 |
0.4392 | 6.4031 | 1652 | 0.5177 | 0.3676 | 0.5177 | 0.7195 |
0.4392 | 6.4109 | 1654 | 0.5280 | 0.3676 | 0.5280 | 0.7266 |
0.4392 | 6.4186 | 1656 | 0.5524 | 0.3676 | 0.5524 | 0.7432 |
0.4392 | 6.4264 | 1658 | 0.5839 | 0.3519 | 0.5839 | 0.7641 |
0.4392 | 6.4341 | 1660 | 0.6052 | 0.3895 | 0.6052 | 0.7780 |
0.4392 | 6.4419 | 1662 | 0.5881 | 0.3519 | 0.5881 | 0.7669 |
0.4392 | 6.4496 | 1664 | 0.5833 | 0.3519 | 0.5833 | 0.7638 |
0.4392 | 6.4574 | 1666 | 0.5752 | 0.3676 | 0.5752 | 0.7584 |
0.4392 | 6.4651 | 1668 | 0.5783 | 0.3676 | 0.5783 | 0.7604 |
0.4392 | 6.4729 | 1670 | 0.5981 | 0.3676 | 0.5981 | 0.7734 |
0.4392 | 6.4806 | 1672 | 0.6128 | 0.4047 | 0.6128 | 0.7828 |
0.4392 | 6.4884 | 1674 | 0.6408 | 0.4047 | 0.6408 | 0.8005 |
0.4392 | 6.4961 | 1676 | 0.6531 | 0.4047 | 0.6531 | 0.8081 |
0.4392 | 6.5039 | 1678 | 0.6397 | 0.4201 | 0.6397 | 0.7998 |
0.4392 | 6.5116 | 1680 | 0.6209 | 0.4201 | 0.6209 | 0.7880 |
0.4392 | 6.5194 | 1682 | 0.5948 | 0.4201 | 0.5948 | 0.7712 |
0.4392 | 6.5271 | 1684 | 0.5471 | 0.3676 | 0.5471 | 0.7396 |
0.4392 | 6.5349 | 1686 | 0.5081 | 0.3676 | 0.5081 | 0.7128 |
0.4392 | 6.5426 | 1688 | 0.5033 | 0.4577 | 0.5033 | 0.7095 |
0.4392 | 6.5504 | 1690 | 0.5057 | 0.3592 | 0.5057 | 0.7112 |
0.4392 | 6.5581 | 1692 | 0.5114 | 0.3592 | 0.5114 | 0.7151 |
0.4392 | 6.5659 | 1694 | 0.5185 | 0.3592 | 0.5185 | 0.7201 |
0.4392 | 6.5736 | 1696 | 0.5272 | 0.4186 | 0.5272 | 0.7261 |
0.4392 | 6.5814 | 1698 | 0.5403 | 0.3553 | 0.5403 | 0.7351 |
0.4392 | 6.5891 | 1700 | 0.5526 | 0.4201 | 0.5526 | 0.7434 |
0.4392 | 6.5969 | 1702 | 0.5602 | 0.4201 | 0.5602 | 0.7484 |
0.4392 | 6.6047 | 1704 | 0.5536 | 0.4201 | 0.5536 | 0.7440 |
0.4392 | 6.6124 | 1706 | 0.5438 | 0.3676 | 0.5438 | 0.7374 |
0.4392 | 6.6202 | 1708 | 0.5309 | 0.3553 | 0.5309 | 0.7287 |
0.4392 | 6.6279 | 1710 | 0.5264 | 0.4186 | 0.5264 | 0.7255 |
0.4392 | 6.6357 | 1712 | 0.5198 | 0.4832 | 0.5198 | 0.7210 |
0.4392 | 6.6434 | 1714 | 0.5202 | 0.4889 | 0.5202 | 0.7212 |
0.4392 | 6.6512 | 1716 | 0.5310 | 0.4201 | 0.5310 | 0.7287 |
0.4392 | 6.6589 | 1718 | 0.5647 | 0.4201 | 0.5647 | 0.7515 |
0.4392 | 6.6667 | 1720 | 0.5959 | 0.4201 | 0.5959 | 0.7720 |
0.4392 | 6.6744 | 1722 | 0.5917 | 0.4201 | 0.5917 | 0.7692 |
0.4392 | 6.6822 | 1724 | 0.5860 | 0.4201 | 0.5860 | 0.7655 |
0.4392 | 6.6899 | 1726 | 0.5701 | 0.4201 | 0.5701 | 0.7550 |
0.4392 | 6.6977 | 1728 | 0.5498 | 0.4201 | 0.5498 | 0.7415 |
0.4392 | 6.7054 | 1730 | 0.5513 | 0.4201 | 0.5513 | 0.7425 |
0.4392 | 6.7132 | 1732 | 0.5507 | 0.4201 | 0.5507 | 0.7421 |
0.4392 | 6.7209 | 1734 | 0.5557 | 0.4201 | 0.5557 | 0.7454 |
0.4392 | 6.7287 | 1736 | 0.5621 | 0.4201 | 0.5621 | 0.7497 |
0.4392 | 6.7364 | 1738 | 0.5574 | 0.4201 | 0.5574 | 0.7466 |
0.4392 | 6.7442 | 1740 | 0.5434 | 0.4277 | 0.5434 | 0.7372 |
0.4392 | 6.7519 | 1742 | 0.5367 | 0.4277 | 0.5367 | 0.7326 |
0.4392 | 6.7597 | 1744 | 0.5370 | 0.4277 | 0.5370 | 0.7328 |
0.4392 | 6.7674 | 1746 | 0.5413 | 0.4277 | 0.5413 | 0.7357 |
0.4392 | 6.7752 | 1748 | 0.5540 | 0.3676 | 0.5540 | 0.7443 |
0.4392 | 6.7829 | 1750 | 0.5817 | 0.3676 | 0.5817 | 0.7627 |
0.4392 | 6.7907 | 1752 | 0.6373 | 0.3676 | 0.6373 | 0.7983 |
0.4392 | 6.7984 | 1754 | 0.6890 | 0.3887 | 0.6890 | 0.8301 |
0.4392 | 6.8062 | 1756 | 0.7187 | 0.3887 | 0.7187 | 0.8478 |
0.4392 | 6.8140 | 1758 | 0.7301 | 0.3887 | 0.7301 | 0.8544 |
0.4392 | 6.8217 | 1760 | 0.7068 | 0.3887 | 0.7068 | 0.8407 |
0.4392 | 6.8295 | 1762 | 0.6647 | 0.4201 | 0.6647 | 0.8153 |
0.4392 | 6.8372 | 1764 | 0.6140 | 0.4201 | 0.6140 | 0.7836 |
0.4392 | 6.8450 | 1766 | 0.5764 | 0.4201 | 0.5764 | 0.7592 |
0.4392 | 6.8527 | 1768 | 0.5464 | 0.4776 | 0.5464 | 0.7392 |
0.4392 | 6.8605 | 1770 | 0.5330 | 0.4277 | 0.5330 | 0.7300 |
0.4392 | 6.8682 | 1772 | 0.5170 | 0.4277 | 0.5170 | 0.7190 |
0.4392 | 6.8760 | 1774 | 0.5114 | 0.4790 | 0.5114 | 0.7152 |
0.4392 | 6.8837 | 1776 | 0.5043 | 0.4790 | 0.5043 | 0.7102 |
0.4392 | 6.8915 | 1778 | 0.5040 | 0.4790 | 0.5040 | 0.7099 |
0.4392 | 6.8992 | 1780 | 0.5083 | 0.4167 | 0.5083 | 0.7130 |
0.4392 | 6.9070 | 1782 | 0.5090 | 0.4167 | 0.5090 | 0.7135 |
0.4392 | 6.9147 | 1784 | 0.5086 | 0.4167 | 0.5086 | 0.7132 |
0.4392 | 6.9225 | 1786 | 0.5091 | 0.4790 | 0.5091 | 0.7135 |
0.4392 | 6.9302 | 1788 | 0.5125 | 0.4790 | 0.5125 | 0.7159 |
0.4392 | 6.9380 | 1790 | 0.5134 | 0.4790 | 0.5134 | 0.7165 |
0.4392 | 6.9457 | 1792 | 0.5157 | 0.4145 | 0.5157 | 0.7181 |
0.4392 | 6.9535 | 1794 | 0.5187 | 0.3957 | 0.5187 | 0.7202 |
0.4392 | 6.9612 | 1796 | 0.5218 | 0.3957 | 0.5218 | 0.7224 |
0.4392 | 6.9690 | 1798 | 0.5241 | 0.4542 | 0.5241 | 0.7240 |
0.4392 | 6.9767 | 1800 | 0.5260 | 0.4889 | 0.5260 | 0.7252 |
0.4392 | 6.9845 | 1802 | 0.5302 | 0.4277 | 0.5302 | 0.7281 |
0.4392 | 6.9922 | 1804 | 0.5374 | 0.3676 | 0.5374 | 0.7331 |
0.4392 | 7.0 | 1806 | 0.5462 | 0.3676 | 0.5462 | 0.7390 |
0.4392 | 7.0078 | 1808 | 0.5510 | 0.3676 | 0.5510 | 0.7423 |
0.4392 | 7.0155 | 1810 | 0.5559 | 0.3676 | 0.5559 | 0.7456 |
0.4392 | 7.0233 | 1812 | 0.5604 | 0.3676 | 0.5604 | 0.7486 |
0.4392 | 7.0310 | 1814 | 0.5591 | 0.3676 | 0.5591 | 0.7477 |
0.4392 | 7.0388 | 1816 | 0.5519 | 0.3676 | 0.5519 | 0.7429 |
0.4392 | 7.0465 | 1818 | 0.5495 | 0.3676 | 0.5495 | 0.7413 |
0.4392 | 7.0543 | 1820 | 0.5417 | 0.3676 | 0.5417 | 0.7360 |
0.4392 | 7.0620 | 1822 | 0.5382 | 0.3676 | 0.5383 | 0.7337 |
0.4392 | 7.0698 | 1824 | 0.5393 | 0.3676 | 0.5393 | 0.7343 |
0.4392 | 7.0775 | 1826 | 0.5511 | 0.3676 | 0.5511 | 0.7423 |
0.4392 | 7.0853 | 1828 | 0.5559 | 0.3676 | 0.5559 | 0.7456 |
0.4392 | 7.0930 | 1830 | 0.5684 | 0.3676 | 0.5684 | 0.7539 |
0.4392 | 7.1008 | 1832 | 0.5664 | 0.3676 | 0.5664 | 0.7526 |
0.4392 | 7.1085 | 1834 | 0.5509 | 0.3676 | 0.5509 | 0.7422 |
0.4392 | 7.1163 | 1836 | 0.5320 | 0.4277 | 0.5320 | 0.7294 |
0.4392 | 7.1240 | 1838 | 0.5168 | 0.4615 | 0.5168 | 0.7189 |
0.4392 | 7.1318 | 1840 | 0.5085 | 0.5205 | 0.5085 | 0.7131 |
0.4392 | 7.1395 | 1842 | 0.5050 | 0.5205 | 0.5050 | 0.7106 |
0.4392 | 7.1473 | 1844 | 0.5047 | 0.5205 | 0.5047 | 0.7104 |
0.4392 | 7.1550 | 1846 | 0.5043 | 0.5017 | 0.5043 | 0.7101 |
0.4392 | 7.1628 | 1848 | 0.5076 | 0.4013 | 0.5076 | 0.7125 |
0.4392 | 7.1705 | 1850 | 0.5182 | 0.4013 | 0.5182 | 0.7199 |
0.4392 | 7.1783 | 1852 | 0.5425 | 0.4013 | 0.5425 | 0.7365 |
0.4392 | 7.1860 | 1854 | 0.5714 | 0.3676 | 0.5714 | 0.7559 |
0.4392 | 7.1938 | 1856 | 0.5828 | 0.3676 | 0.5828 | 0.7634 |
0.4392 | 7.2016 | 1858 | 0.5852 | 0.3676 | 0.5852 | 0.7650 |
0.4392 | 7.2093 | 1860 | 0.6000 | 0.3676 | 0.6000 | 0.7746 |
0.4392 | 7.2171 | 1862 | 0.6053 | 0.3676 | 0.6053 | 0.7780 |
0.4392 | 7.2248 | 1864 | 0.5827 | 0.3676 | 0.5827 | 0.7633 |
0.4392 | 7.2326 | 1866 | 0.5676 | 0.3676 | 0.5676 | 0.7534 |
0.4392 | 7.2403 | 1868 | 0.5501 | 0.4013 | 0.5501 | 0.7417 |
0.4392 | 7.2481 | 1870 | 0.5282 | 0.4013 | 0.5282 | 0.7268 |
0.4392 | 7.2558 | 1872 | 0.5209 | 0.4013 | 0.5209 | 0.7218 |
0.4392 | 7.2636 | 1874 | 0.5211 | 0.4013 | 0.5211 | 0.7218 |
0.4392 | 7.2713 | 1876 | 0.5262 | 0.4013 | 0.5262 | 0.7254 |
0.4392 | 7.2791 | 1878 | 0.5390 | 0.3676 | 0.5390 | 0.7341 |
0.4392 | 7.2868 | 1880 | 0.5618 | 0.3676 | 0.5618 | 0.7495 |
0.4392 | 7.2946 | 1882 | 0.5925 | 0.4201 | 0.5925 | 0.7697 |
0.4392 | 7.3023 | 1884 | 0.6197 | 0.4201 | 0.6197 | 0.7872 |
0.4392 | 7.3101 | 1886 | 0.6505 | 0.4201 | 0.6505 | 0.8065 |
0.4392 | 7.3178 | 1888 | 0.6704 | 0.4201 | 0.6704 | 0.8188 |
0.4392 | 7.3256 | 1890 | 0.6646 | 0.4201 | 0.6646 | 0.8153 |
0.4392 | 7.3333 | 1892 | 0.6350 | 0.4201 | 0.6350 | 0.7968 |
0.4392 | 7.3411 | 1894 | 0.6116 | 0.4201 | 0.6116 | 0.7821 |
0.4392 | 7.3488 | 1896 | 0.5866 | 0.3676 | 0.5866 | 0.7659 |
0.4392 | 7.3566 | 1898 | 0.5701 | 0.3676 | 0.5701 | 0.7550 |
0.4392 | 7.3643 | 1900 | 0.5606 | 0.3676 | 0.5606 | 0.7487 |
0.4392 | 7.3721 | 1902 | 0.5591 | 0.3970 | 0.5591 | 0.7477 |
0.4392 | 7.3798 | 1904 | 0.5642 | 0.3259 | 0.5642 | 0.7511 |
0.4392 | 7.3876 | 1906 | 0.5744 | 0.3259 | 0.5744 | 0.7579 |
0.4392 | 7.3953 | 1908 | 0.5879 | 0.3259 | 0.5879 | 0.7667 |
0.4392 | 7.4031 | 1910 | 0.5953 | 0.3415 | 0.5953 | 0.7716 |
0.4392 | 7.4109 | 1912 | 0.6060 | 0.3092 | 0.6060 | 0.7784 |
0.4392 | 7.4186 | 1914 | 0.6130 | 0.3676 | 0.6130 | 0.7830 |
0.4392 | 7.4264 | 1916 | 0.6188 | 0.3676 | 0.6188 | 0.7866 |
0.4392 | 7.4341 | 1918 | 0.6126 | 0.3676 | 0.6126 | 0.7827 |
0.4392 | 7.4419 | 1920 | 0.5981 | 0.3092 | 0.5981 | 0.7734 |
0.4392 | 7.4496 | 1922 | 0.5828 | 0.3092 | 0.5828 | 0.7634 |
0.4392 | 7.4574 | 1924 | 0.5721 | 0.3092 | 0.5721 | 0.7564 |
0.4392 | 7.4651 | 1926 | 0.5689 | 0.3676 | 0.5689 | 0.7543 |
0.4392 | 7.4729 | 1928 | 0.5629 | 0.3676 | 0.5629 | 0.7502 |
0.4392 | 7.4806 | 1930 | 0.5570 | 0.3676 | 0.5570 | 0.7464 |
0.4392 | 7.4884 | 1932 | 0.5513 | 0.3676 | 0.5513 | 0.7425 |
0.4392 | 7.4961 | 1934 | 0.5403 | 0.3676 | 0.5403 | 0.7350 |
0.4392 | 7.5039 | 1936 | 0.5278 | 0.3676 | 0.5278 | 0.7265 |
0.4392 | 7.5116 | 1938 | 0.5122 | 0.4277 | 0.5122 | 0.7157 |
0.4392 | 7.5194 | 1940 | 0.5018 | 0.4444 | 0.5018 | 0.7084 |
0.4392 | 7.5271 | 1942 | 0.4916 | 0.4167 | 0.4916 | 0.7012 |
0.4392 | 7.5349 | 1944 | 0.4866 | 0.4167 | 0.4866 | 0.6976 |
0.4392 | 7.5426 | 1946 | 0.4849 | 0.4832 | 0.4849 | 0.6963 |
0.4392 | 7.5504 | 1948 | 0.4884 | 0.4444 | 0.4884 | 0.6988 |
0.4392 | 7.5581 | 1950 | 0.5019 | 0.4277 | 0.5019 | 0.7085 |
0.4392 | 7.5659 | 1952 | 0.5163 | 0.3676 | 0.5163 | 0.7186 |
0.4392 | 7.5736 | 1954 | 0.5265 | 0.3676 | 0.5265 | 0.7256 |
0.4392 | 7.5814 | 1956 | 0.5238 | 0.3676 | 0.5238 | 0.7237 |
0.4392 | 7.5891 | 1958 | 0.5172 | 0.3676 | 0.5172 | 0.7191 |
0.4392 | 7.5969 | 1960 | 0.5189 | 0.3676 | 0.5189 | 0.7204 |
0.4392 | 7.6047 | 1962 | 0.5182 | 0.3676 | 0.5182 | 0.7199 |
0.4392 | 7.6124 | 1964 | 0.5216 | 0.3676 | 0.5216 | 0.7222 |
0.4392 | 7.6202 | 1966 | 0.5209 | 0.3676 | 0.5209 | 0.7217 |
0.4392 | 7.6279 | 1968 | 0.5244 | 0.3676 | 0.5244 | 0.7241 |
0.4392 | 7.6357 | 1970 | 0.5186 | 0.3676 | 0.5186 | 0.7202 |
0.4392 | 7.6434 | 1972 | 0.5231 | 0.3676 | 0.5231 | 0.7232 |
0.4392 | 7.6512 | 1974 | 0.5343 | 0.3676 | 0.5343 | 0.7309 |
0.4392 | 7.6589 | 1976 | 0.5540 | 0.3676 | 0.5540 | 0.7443 |
0.4392 | 7.6667 | 1978 | 0.5757 | 0.4201 | 0.5757 | 0.7588 |
0.4392 | 7.6744 | 1980 | 0.5821 | 0.4201 | 0.5821 | 0.7629 |
0.4392 | 7.6822 | 1982 | 0.5798 | 0.4201 | 0.5798 | 0.7615 |
0.4392 | 7.6899 | 1984 | 0.5691 | 0.4201 | 0.5691 | 0.7544 |
0.4392 | 7.6977 | 1986 | 0.5631 | 0.4201 | 0.5631 | 0.7504 |
0.4392 | 7.7054 | 1988 | 0.5656 | 0.4201 | 0.5656 | 0.7521 |
0.4392 | 7.7132 | 1990 | 0.5637 | 0.4201 | 0.5637 | 0.7508 |
0.4392 | 7.7209 | 1992 | 0.5606 | 0.4201 | 0.5606 | 0.7487 |
0.4392 | 7.7287 | 1994 | 0.5521 | 0.4776 | 0.5521 | 0.7430 |
0.4392 | 7.7364 | 1996 | 0.5466 | 0.4776 | 0.5466 | 0.7393 |
0.4392 | 7.7442 | 1998 | 0.5452 | 0.4776 | 0.5452 | 0.7384 |
0.3546 | 7.7519 | 2000 | 0.5366 | 0.4681 | 0.5366 | 0.7325 |
0.3546 | 7.7597 | 2002 | 0.5315 | 0.4681 | 0.5315 | 0.7290 |
0.3546 | 7.7674 | 2004 | 0.5257 | 0.4681 | 0.5257 | 0.7251 |
0.3546 | 7.7752 | 2006 | 0.5242 | 0.4681 | 0.5242 | 0.7240 |
0.3546 | 7.7829 | 2008 | 0.5316 | 0.4940 | 0.5316 | 0.7291 |
0.3546 | 7.7907 | 2010 | 0.5287 | 0.4940 | 0.5287 | 0.7271 |
0.3546 | 7.7984 | 2012 | 0.5286 | 0.4940 | 0.5286 | 0.7270 |
0.3546 | 7.8062 | 2014 | 0.5289 | 0.4940 | 0.5289 | 0.7272 |
0.3546 | 7.8140 | 2016 | 0.5229 | 0.4940 | 0.5229 | 0.7231 |
0.3546 | 7.8217 | 2018 | 0.5141 | 0.4940 | 0.5141 | 0.7170 |
0.3546 | 7.8295 | 2020 | 0.5073 | 0.4167 | 0.5073 | 0.7123 |
0.3546 | 7.8372 | 2022 | 0.4987 | 0.4167 | 0.4987 | 0.7062 |
0.3546 | 7.8450 | 2024 | 0.4967 | 0.4790 | 0.4967 | 0.7048 |
0.3546 | 7.8527 | 2026 | 0.4972 | 0.4790 | 0.4972 | 0.7051 |
0.3546 | 7.8605 | 2028 | 0.4973 | 0.4790 | 0.4973 | 0.7052 |
0.3546 | 7.8682 | 2030 | 0.4973 | 0.5205 | 0.4973 | 0.7052 |
0.3546 | 7.8760 | 2032 | 0.5021 | 0.4167 | 0.5021 | 0.7086 |
0.3546 | 7.8837 | 2034 | 0.5090 | 0.4167 | 0.5090 | 0.7135 |
0.3546 | 7.8915 | 2036 | 0.5265 | 0.4167 | 0.5265 | 0.7256 |
0.3546 | 7.8992 | 2038 | 0.5432 | 0.4776 | 0.5432 | 0.7370 |
0.3546 | 7.9070 | 2040 | 0.5530 | 0.4282 | 0.5530 | 0.7436 |
0.3546 | 7.9147 | 2042 | 0.5644 | 0.4282 | 0.5644 | 0.7513 |
0.3546 | 7.9225 | 2044 | 0.5718 | 0.4282 | 0.5718 | 0.7562 |
0.3546 | 7.9302 | 2046 | 0.5645 | 0.4432 | 0.5645 | 0.7514 |
0.3546 | 7.9380 | 2048 | 0.5493 | 0.4940 | 0.5493 | 0.7412 |
0.3546 | 7.9457 | 2050 | 0.5410 | 0.4681 | 0.5410 | 0.7356 |
0.3546 | 7.9535 | 2052 | 0.5244 | 0.4790 | 0.5244 | 0.7241 |
0.3546 | 7.9612 | 2054 | 0.5120 | 0.4790 | 0.5120 | 0.7155 |
0.3546 | 7.9690 | 2056 | 0.5014 | 0.4790 | 0.5014 | 0.7081 |
0.3546 | 7.9767 | 2058 | 0.4964 | 0.5882 | 0.4964 | 0.7046 |
0.3546 | 7.9845 | 2060 | 0.4962 | 0.6084 | 0.4962 | 0.7044 |
0.3546 | 7.9922 | 2062 | 0.4966 | 0.6084 | 0.4966 | 0.7047 |
0.3546 | 8.0 | 2064 | 0.4979 | 0.6084 | 0.4979 | 0.7057 |
0.3546 | 8.0078 | 2066 | 0.4994 | 0.6084 | 0.4994 | 0.7067 |
0.3546 | 8.0155 | 2068 | 0.5013 | 0.6084 | 0.5013 | 0.7080 |
0.3546 | 8.0233 | 2070 | 0.5014 | 0.6084 | 0.5014 | 0.7081 |
0.3546 | 8.0310 | 2072 | 0.5013 | 0.6084 | 0.5013 | 0.7080 |
0.3546 | 8.0388 | 2074 | 0.5016 | 0.6084 | 0.5016 | 0.7082 |
0.3546 | 8.0465 | 2076 | 0.5044 | 0.5882 | 0.5044 | 0.7102 |
0.3546 | 8.0543 | 2078 | 0.5075 | 0.5882 | 0.5075 | 0.7124 |
0.3546 | 8.0620 | 2080 | 0.5124 | 0.4790 | 0.5124 | 0.7158 |
0.3546 | 8.0698 | 2082 | 0.5189 | 0.4790 | 0.5189 | 0.7203 |
0.3546 | 8.0775 | 2084 | 0.5291 | 0.4167 | 0.5291 | 0.7274 |
0.3546 | 8.0853 | 2086 | 0.5382 | 0.4 | 0.5382 | 0.7336 |
0.3546 | 8.0930 | 2088 | 0.5491 | 0.4 | 0.5491 | 0.7410 |
0.3546 | 8.1008 | 2090 | 0.5623 | 0.4277 | 0.5623 | 0.7499 |
0.3546 | 8.1085 | 2092 | 0.5689 | 0.3676 | 0.5689 | 0.7542 |
0.3546 | 8.1163 | 2094 | 0.5775 | 0.3676 | 0.5775 | 0.7599 |
0.3546 | 8.1240 | 2096 | 0.5913 | 0.3676 | 0.5913 | 0.7689 |
0.3546 | 8.1318 | 2098 | 0.5985 | 0.3676 | 0.5985 | 0.7737 |
0.3546 | 8.1395 | 2100 | 0.6037 | 0.4201 | 0.6037 | 0.7770 |
0.3546 | 8.1473 | 2102 | 0.6066 | 0.4201 | 0.6066 | 0.7788 |
0.3546 | 8.1550 | 2104 | 0.6084 | 0.4201 | 0.6084 | 0.7800 |
0.3546 | 8.1628 | 2106 | 0.6022 | 0.4201 | 0.6022 | 0.7760 |
0.3546 | 8.1705 | 2108 | 0.5997 | 0.4201 | 0.5997 | 0.7744 |
0.3546 | 8.1783 | 2110 | 0.5943 | 0.4201 | 0.5943 | 0.7709 |
0.3546 | 8.1860 | 2112 | 0.5893 | 0.4201 | 0.5893 | 0.7676 |
0.3546 | 8.1938 | 2114 | 0.5831 | 0.4201 | 0.5831 | 0.7636 |
0.3546 | 8.2016 | 2116 | 0.5682 | 0.4201 | 0.5682 | 0.7538 |
0.3546 | 8.2093 | 2118 | 0.5549 | 0.4201 | 0.5549 | 0.7449 |
0.3546 | 8.2171 | 2120 | 0.5440 | 0.3676 | 0.5440 | 0.7375 |
0.3546 | 8.2248 | 2122 | 0.5326 | 0.3676 | 0.5326 | 0.7298 |
0.3546 | 8.2326 | 2124 | 0.5288 | 0.3676 | 0.5288 | 0.7272 |
0.3546 | 8.2403 | 2126 | 0.5235 | 0.3676 | 0.5235 | 0.7235 |
0.3546 | 8.2481 | 2128 | 0.5208 | 0.3676 | 0.5208 | 0.7217 |
0.3546 | 8.2558 | 2130 | 0.5230 | 0.3676 | 0.5230 | 0.7232 |
0.3546 | 8.2636 | 2132 | 0.5302 | 0.4201 | 0.5302 | 0.7281 |
0.3546 | 8.2713 | 2134 | 0.5380 | 0.4201 | 0.5380 | 0.7335 |
0.3546 | 8.2791 | 2136 | 0.5393 | 0.4201 | 0.5393 | 0.7344 |
0.3546 | 8.2868 | 2138 | 0.5337 | 0.4201 | 0.5337 | 0.7305 |
0.3546 | 8.2946 | 2140 | 0.5295 | 0.3676 | 0.5295 | 0.7277 |
0.3546 | 8.3023 | 2142 | 0.5249 | 0.4013 | 0.5249 | 0.7245 |
0.3546 | 8.3101 | 2144 | 0.5234 | 0.4013 | 0.5234 | 0.7235 |
0.3546 | 8.3178 | 2146 | 0.5219 | 0.4013 | 0.5219 | 0.7224 |
0.3546 | 8.3256 | 2148 | 0.5212 | 0.4013 | 0.5212 | 0.7220 |
0.3546 | 8.3333 | 2150 | 0.5239 | 0.4013 | 0.5239 | 0.7238 |
0.3546 | 8.3411 | 2152 | 0.5260 | 0.4013 | 0.5260 | 0.7253 |
0.3546 | 8.3488 | 2154 | 0.5268 | 0.4013 | 0.5268 | 0.7258 |
0.3546 | 8.3566 | 2156 | 0.5252 | 0.4013 | 0.5252 | 0.7247 |
0.3546 | 8.3643 | 2158 | 0.5228 | 0.4013 | 0.5228 | 0.7231 |
0.3546 | 8.3721 | 2160 | 0.5198 | 0.4013 | 0.5198 | 0.7210 |
0.3546 | 8.3798 | 2162 | 0.5164 | 0.4013 | 0.5164 | 0.7186 |
0.3546 | 8.3876 | 2164 | 0.5175 | 0.4013 | 0.5175 | 0.7194 |
0.3546 | 8.3953 | 2166 | 0.5207 | 0.3676 | 0.5207 | 0.7216 |
0.3546 | 8.4031 | 2168 | 0.5260 | 0.3676 | 0.5260 | 0.7252 |
0.3546 | 8.4109 | 2170 | 0.5338 | 0.3676 | 0.5338 | 0.7306 |
0.3546 | 8.4186 | 2172 | 0.5378 | 0.3676 | 0.5378 | 0.7333 |
0.3546 | 8.4264 | 2174 | 0.5402 | 0.3676 | 0.5402 | 0.7350 |
0.3546 | 8.4341 | 2176 | 0.5372 | 0.3676 | 0.5372 | 0.7329 |
0.3546 | 8.4419 | 2178 | 0.5370 | 0.3676 | 0.5370 | 0.7328 |
0.3546 | 8.4496 | 2180 | 0.5318 | 0.3676 | 0.5318 | 0.7292 |
0.3546 | 8.4574 | 2182 | 0.5293 | 0.3676 | 0.5293 | 0.7275 |
0.3546 | 8.4651 | 2184 | 0.5277 | 0.3676 | 0.5277 | 0.7264 |
0.3546 | 8.4729 | 2186 | 0.5237 | 0.4277 | 0.5237 | 0.7237 |
0.3546 | 8.4806 | 2188 | 0.5218 | 0.4277 | 0.5218 | 0.7224 |
0.3546 | 8.4884 | 2190 | 0.5201 | 0.4277 | 0.5201 | 0.7212 |
0.3546 | 8.4961 | 2192 | 0.5154 | 0.4277 | 0.5154 | 0.7179 |
0.3546 | 8.5039 | 2194 | 0.5139 | 0.4277 | 0.5139 | 0.7169 |
0.3546 | 8.5116 | 2196 | 0.5113 | 0.4277 | 0.5113 | 0.7151 |
0.3546 | 8.5194 | 2198 | 0.5127 | 0.4277 | 0.5127 | 0.7161 |
0.3546 | 8.5271 | 2200 | 0.5157 | 0.4277 | 0.5157 | 0.7181 |
0.3546 | 8.5349 | 2202 | 0.5208 | 0.4277 | 0.5208 | 0.7217 |
0.3546 | 8.5426 | 2204 | 0.5223 | 0.4277 | 0.5223 | 0.7227 |
0.3546 | 8.5504 | 2206 | 0.5197 | 0.4277 | 0.5197 | 0.7209 |
0.3546 | 8.5581 | 2208 | 0.5197 | 0.4277 | 0.5197 | 0.7209 |
0.3546 | 8.5659 | 2210 | 0.5199 | 0.4277 | 0.5199 | 0.7211 |
0.3546 | 8.5736 | 2212 | 0.5220 | 0.4277 | 0.5220 | 0.7225 |
0.3546 | 8.5814 | 2214 | 0.5221 | 0.4277 | 0.5221 | 0.7226 |
0.3546 | 8.5891 | 2216 | 0.5220 | 0.4277 | 0.5220 | 0.7225 |
0.3546 | 8.5969 | 2218 | 0.5237 | 0.4277 | 0.5237 | 0.7236 |
0.3546 | 8.6047 | 2220 | 0.5211 | 0.4277 | 0.5211 | 0.7218 |
0.3546 | 8.6124 | 2222 | 0.5181 | 0.4277 | 0.5181 | 0.7198 |
0.3546 | 8.6202 | 2224 | 0.5187 | 0.4277 | 0.5187 | 0.7202 |
0.3546 | 8.6279 | 2226 | 0.5227 | 0.4277 | 0.5227 | 0.7230 |
0.3546 | 8.6357 | 2228 | 0.5253 | 0.4277 | 0.5253 | 0.7248 |
0.3546 | 8.6434 | 2230 | 0.5245 | 0.4277 | 0.5245 | 0.7242 |
0.3546 | 8.6512 | 2232 | 0.5209 | 0.4277 | 0.5209 | 0.7218 |
0.3546 | 8.6589 | 2234 | 0.5187 | 0.4651 | 0.5187 | 0.7202 |
0.3546 | 8.6667 | 2236 | 0.5153 | 0.4651 | 0.5153 | 0.7178 |
0.3546 | 8.6744 | 2238 | 0.5148 | 0.4651 | 0.5148 | 0.7175 |
0.3546 | 8.6822 | 2240 | 0.5167 | 0.4651 | 0.5167 | 0.7189 |
0.3546 | 8.6899 | 2242 | 0.5192 | 0.4651 | 0.5192 | 0.7205 |
0.3546 | 8.6977 | 2244 | 0.5205 | 0.4651 | 0.5205 | 0.7215 |
0.3546 | 8.7054 | 2246 | 0.5219 | 0.4651 | 0.5219 | 0.7224 |
0.3546 | 8.7132 | 2248 | 0.5219 | 0.4651 | 0.5219 | 0.7225 |
0.3546 | 8.7209 | 2250 | 0.5231 | 0.4651 | 0.5231 | 0.7232 |
0.3546 | 8.7287 | 2252 | 0.5252 | 0.4651 | 0.5252 | 0.7247 |
0.3546 | 8.7364 | 2254 | 0.5257 | 0.4085 | 0.5257 | 0.7250 |
0.3546 | 8.7442 | 2256 | 0.5262 | 0.4085 | 0.5262 | 0.7254 |
0.3546 | 8.7519 | 2258 | 0.5282 | 0.4085 | 0.5282 | 0.7268 |
0.3546 | 8.7597 | 2260 | 0.5313 | 0.4085 | 0.5313 | 0.7289 |
0.3546 | 8.7674 | 2262 | 0.5340 | 0.4085 | 0.5340 | 0.7307 |
0.3546 | 8.7752 | 2264 | 0.5380 | 0.4085 | 0.5380 | 0.7335 |
0.3546 | 8.7829 | 2266 | 0.5401 | 0.4277 | 0.5401 | 0.7349 |
0.3546 | 8.7907 | 2268 | 0.5406 | 0.4277 | 0.5406 | 0.7353 |
0.3546 | 8.7984 | 2270 | 0.5394 | 0.3721 | 0.5394 | 0.7344 |
0.3546 | 8.8062 | 2272 | 0.5401 | 0.3721 | 0.5401 | 0.7349 |
0.3546 | 8.8140 | 2274 | 0.5396 | 0.3721 | 0.5396 | 0.7346 |
0.3546 | 8.8217 | 2276 | 0.5382 | 0.3721 | 0.5382 | 0.7336 |
0.3546 | 8.8295 | 2278 | 0.5373 | 0.3721 | 0.5373 | 0.7330 |
0.3546 | 8.8372 | 2280 | 0.5363 | 0.3721 | 0.5363 | 0.7323 |
0.3546 | 8.8450 | 2282 | 0.5332 | 0.3721 | 0.5332 | 0.7302 |
0.3546 | 8.8527 | 2284 | 0.5312 | 0.3721 | 0.5312 | 0.7288 |
0.3546 | 8.8605 | 2286 | 0.5294 | 0.4085 | 0.5294 | 0.7276 |
0.3546 | 8.8682 | 2288 | 0.5297 | 0.4085 | 0.5297 | 0.7278 |
0.3546 | 8.8760 | 2290 | 0.5313 | 0.3721 | 0.5313 | 0.7289 |
0.3546 | 8.8837 | 2292 | 0.5332 | 0.3721 | 0.5332 | 0.7302 |
0.3546 | 8.8915 | 2294 | 0.5358 | 0.3721 | 0.5358 | 0.7320 |
0.3546 | 8.8992 | 2296 | 0.5386 | 0.3092 | 0.5386 | 0.7339 |
0.3546 | 8.9070 | 2298 | 0.5420 | 0.3676 | 0.5420 | 0.7362 |
0.3546 | 8.9147 | 2300 | 0.5473 | 0.3676 | 0.5473 | 0.7398 |
0.3546 | 8.9225 | 2302 | 0.5546 | 0.3676 | 0.5546 | 0.7447 |
0.3546 | 8.9302 | 2304 | 0.5611 | 0.3676 | 0.5611 | 0.7491 |
0.3546 | 8.9380 | 2306 | 0.5671 | 0.4201 | 0.5671 | 0.7531 |
0.3546 | 8.9457 | 2308 | 0.5750 | 0.4201 | 0.5750 | 0.7583 |
0.3546 | 8.9535 | 2310 | 0.5788 | 0.4201 | 0.5788 | 0.7608 |
0.3546 | 8.9612 | 2312 | 0.5767 | 0.4201 | 0.5767 | 0.7594 |
0.3546 | 8.9690 | 2314 | 0.5722 | 0.4201 | 0.5722 | 0.7564 |
0.3546 | 8.9767 | 2316 | 0.5707 | 0.4201 | 0.5707 | 0.7554 |
0.3546 | 8.9845 | 2318 | 0.5662 | 0.4201 | 0.5662 | 0.7525 |
0.3546 | 8.9922 | 2320 | 0.5599 | 0.3676 | 0.5599 | 0.7482 |
0.3546 | 9.0 | 2322 | 0.5529 | 0.3676 | 0.5529 | 0.7435 |
0.3546 | 9.0078 | 2324 | 0.5449 | 0.3676 | 0.5449 | 0.7382 |
0.3546 | 9.0155 | 2326 | 0.5375 | 0.3676 | 0.5375 | 0.7332 |
0.3546 | 9.0233 | 2328 | 0.5323 | 0.3676 | 0.5323 | 0.7296 |
0.3546 | 9.0310 | 2330 | 0.5298 | 0.3676 | 0.5298 | 0.7279 |
0.3546 | 9.0388 | 2332 | 0.5275 | 0.3676 | 0.5275 | 0.7263 |
0.3546 | 9.0465 | 2334 | 0.5275 | 0.3676 | 0.5275 | 0.7263 |
0.3546 | 9.0543 | 2336 | 0.5300 | 0.3676 | 0.5300 | 0.7280 |
0.3546 | 9.0620 | 2338 | 0.5342 | 0.3676 | 0.5342 | 0.7309 |
0.3546 | 9.0698 | 2340 | 0.5398 | 0.3676 | 0.5398 | 0.7347 |
0.3546 | 9.0775 | 2342 | 0.5451 | 0.4201 | 0.5451 | 0.7383 |
0.3546 | 9.0853 | 2344 | 0.5515 | 0.4201 | 0.5515 | 0.7426 |
0.3546 | 9.0930 | 2346 | 0.5553 | 0.4201 | 0.5553 | 0.7452 |
0.3546 | 9.1008 | 2348 | 0.5533 | 0.4201 | 0.5533 | 0.7438 |
0.3546 | 9.1085 | 2350 | 0.5469 | 0.4201 | 0.5469 | 0.7395 |
0.3546 | 9.1163 | 2352 | 0.5390 | 0.4201 | 0.5390 | 0.7341 |
0.3546 | 9.1240 | 2354 | 0.5303 | 0.3676 | 0.5303 | 0.7282 |
0.3546 | 9.1318 | 2356 | 0.5243 | 0.4277 | 0.5243 | 0.7241 |
0.3546 | 9.1395 | 2358 | 0.5194 | 0.4889 | 0.5194 | 0.7207 |
0.3546 | 9.1473 | 2360 | 0.5153 | 0.4889 | 0.5153 | 0.7178 |
0.3546 | 9.1550 | 2362 | 0.5139 | 0.4889 | 0.5139 | 0.7169 |
0.3546 | 9.1628 | 2364 | 0.5136 | 0.4362 | 0.5136 | 0.7166 |
0.3546 | 9.1705 | 2366 | 0.5135 | 0.4362 | 0.5135 | 0.7166 |
0.3546 | 9.1783 | 2368 | 0.5131 | 0.4362 | 0.5131 | 0.7163 |
0.3546 | 9.1860 | 2370 | 0.5131 | 0.4362 | 0.5131 | 0.7163 |
0.3546 | 9.1938 | 2372 | 0.5132 | 0.4362 | 0.5132 | 0.7164 |
0.3546 | 9.2016 | 2374 | 0.5136 | 0.4889 | 0.5136 | 0.7167 |
0.3546 | 9.2093 | 2376 | 0.5142 | 0.4889 | 0.5142 | 0.7171 |
0.3546 | 9.2171 | 2378 | 0.5151 | 0.4889 | 0.5151 | 0.7177 |
0.3546 | 9.2248 | 2380 | 0.5154 | 0.4889 | 0.5154 | 0.7179 |
0.3546 | 9.2326 | 2382 | 0.5155 | 0.4889 | 0.5155 | 0.7179 |
0.3546 | 9.2403 | 2384 | 0.5151 | 0.4889 | 0.5151 | 0.7177 |
0.3546 | 9.2481 | 2386 | 0.5154 | 0.4889 | 0.5154 | 0.7179 |
0.3546 | 9.2558 | 2388 | 0.5164 | 0.4889 | 0.5164 | 0.7186 |
0.3546 | 9.2636 | 2390 | 0.5181 | 0.4889 | 0.5181 | 0.7198 |
0.3546 | 9.2713 | 2392 | 0.5199 | 0.4776 | 0.5199 | 0.7210 |
0.3546 | 9.2791 | 2394 | 0.5214 | 0.4776 | 0.5214 | 0.7221 |
0.3546 | 9.2868 | 2396 | 0.5231 | 0.4776 | 0.5231 | 0.7233 |
0.3546 | 9.2946 | 2398 | 0.5256 | 0.4201 | 0.5256 | 0.7250 |
0.3546 | 9.3023 | 2400 | 0.5266 | 0.4201 | 0.5266 | 0.7257 |
0.3546 | 9.3101 | 2402 | 0.5266 | 0.4201 | 0.5266 | 0.7257 |
0.3546 | 9.3178 | 2404 | 0.5248 | 0.4776 | 0.5248 | 0.7244 |
0.3546 | 9.3256 | 2406 | 0.5230 | 0.4776 | 0.5230 | 0.7232 |
0.3546 | 9.3333 | 2408 | 0.5218 | 0.4776 | 0.5218 | 0.7223 |
0.3546 | 9.3411 | 2410 | 0.5209 | 0.4776 | 0.5209 | 0.7217 |
0.3546 | 9.3488 | 2412 | 0.5207 | 0.4776 | 0.5207 | 0.7216 |
0.3546 | 9.3566 | 2414 | 0.5205 | 0.4776 | 0.5205 | 0.7215 |
0.3546 | 9.3643 | 2416 | 0.5203 | 0.4776 | 0.5203 | 0.7213 |
0.3546 | 9.3721 | 2418 | 0.5199 | 0.5361 | 0.5199 | 0.7210 |
0.3546 | 9.3798 | 2420 | 0.5193 | 0.5361 | 0.5193 | 0.7207 |
0.3546 | 9.3876 | 2422 | 0.5186 | 0.5361 | 0.5186 | 0.7202 |
0.3546 | 9.3953 | 2424 | 0.5175 | 0.4889 | 0.5175 | 0.7194 |
0.3546 | 9.4031 | 2426 | 0.5164 | 0.4889 | 0.5164 | 0.7186 |
0.3546 | 9.4109 | 2428 | 0.5155 | 0.4889 | 0.5155 | 0.7180 |
0.3546 | 9.4186 | 2430 | 0.5151 | 0.4889 | 0.5151 | 0.7177 |
0.3546 | 9.4264 | 2432 | 0.5142 | 0.4889 | 0.5142 | 0.7171 |
0.3546 | 9.4341 | 2434 | 0.5136 | 0.4889 | 0.5136 | 0.7167 |
0.3546 | 9.4419 | 2436 | 0.5130 | 0.4889 | 0.5130 | 0.7162 |
0.3546 | 9.4496 | 2438 | 0.5124 | 0.4889 | 0.5124 | 0.7158 |
0.3546 | 9.4574 | 2440 | 0.5124 | 0.4889 | 0.5124 | 0.7158 |
0.3546 | 9.4651 | 2442 | 0.5128 | 0.4889 | 0.5128 | 0.7161 |
0.3546 | 9.4729 | 2444 | 0.5136 | 0.4889 | 0.5136 | 0.7167 |
0.3546 | 9.4806 | 2446 | 0.5141 | 0.4889 | 0.5141 | 0.7170 |
0.3546 | 9.4884 | 2448 | 0.5150 | 0.4889 | 0.5150 | 0.7176 |
0.3546 | 9.4961 | 2450 | 0.5161 | 0.4889 | 0.5161 | 0.7184 |
0.3546 | 9.5039 | 2452 | 0.5170 | 0.4889 | 0.5170 | 0.7191 |
0.3546 | 9.5116 | 2454 | 0.5185 | 0.4889 | 0.5185 | 0.7201 |
0.3546 | 9.5194 | 2456 | 0.5201 | 0.4277 | 0.5201 | 0.7212 |
0.3546 | 9.5271 | 2458 | 0.5224 | 0.4201 | 0.5224 | 0.7227 |
0.3546 | 9.5349 | 2460 | 0.5241 | 0.4201 | 0.5241 | 0.7239 |
0.3546 | 9.5426 | 2462 | 0.5253 | 0.4201 | 0.5253 | 0.7248 |
0.3546 | 9.5504 | 2464 | 0.5268 | 0.4201 | 0.5268 | 0.7258 |
0.3546 | 9.5581 | 2466 | 0.5277 | 0.4201 | 0.5277 | 0.7264 |
0.3546 | 9.5659 | 2468 | 0.5287 | 0.4201 | 0.5287 | 0.7271 |
0.3546 | 9.5736 | 2470 | 0.5285 | 0.4201 | 0.5285 | 0.7270 |
0.3546 | 9.5814 | 2472 | 0.5273 | 0.4201 | 0.5273 | 0.7261 |
0.3546 | 9.5891 | 2474 | 0.5265 | 0.4201 | 0.5265 | 0.7256 |
0.3546 | 9.5969 | 2476 | 0.5258 | 0.4201 | 0.5258 | 0.7251 |
0.3546 | 9.6047 | 2478 | 0.5257 | 0.4201 | 0.5257 | 0.7250 |
0.3546 | 9.6124 | 2480 | 0.5250 | 0.4201 | 0.5250 | 0.7246 |
0.3546 | 9.6202 | 2482 | 0.5247 | 0.4776 | 0.5247 | 0.7243 |
0.3546 | 9.6279 | 2484 | 0.5245 | 0.4776 | 0.5245 | 0.7242 |
0.3546 | 9.6357 | 2486 | 0.5244 | 0.4776 | 0.5244 | 0.7242 |
0.3546 | 9.6434 | 2488 | 0.5239 | 0.4776 | 0.5239 | 0.7238 |
0.3546 | 9.6512 | 2490 | 0.5231 | 0.4776 | 0.5231 | 0.7232 |
0.3546 | 9.6589 | 2492 | 0.5225 | 0.4776 | 0.5225 | 0.7229 |
0.3546 | 9.6667 | 2494 | 0.5224 | 0.4776 | 0.5224 | 0.7228 |
0.3546 | 9.6744 | 2496 | 0.5229 | 0.4776 | 0.5229 | 0.7231 |
0.3546 | 9.6822 | 2498 | 0.5240 | 0.4776 | 0.5240 | 0.7239 |
0.3023 | 9.6899 | 2500 | 0.5249 | 0.4776 | 0.5249 | 0.7245 |
0.3023 | 9.6977 | 2502 | 0.5257 | 0.4776 | 0.5257 | 0.7250 |
0.3023 | 9.7054 | 2504 | 0.5267 | 0.4776 | 0.5266 | 0.7257 |
0.3023 | 9.7132 | 2506 | 0.5278 | 0.4776 | 0.5278 | 0.7265 |
0.3023 | 9.7209 | 2508 | 0.5288 | 0.4776 | 0.5288 | 0.7272 |
0.3023 | 9.7287 | 2510 | 0.5301 | 0.4776 | 0.5301 | 0.7281 |
0.3023 | 9.7364 | 2512 | 0.5311 | 0.4201 | 0.5311 | 0.7288 |
0.3023 | 9.7442 | 2514 | 0.5322 | 0.4201 | 0.5322 | 0.7295 |
0.3023 | 9.7519 | 2516 | 0.5328 | 0.4201 | 0.5328 | 0.7299 |
0.3023 | 9.7597 | 2518 | 0.5328 | 0.4201 | 0.5328 | 0.7299 |
0.3023 | 9.7674 | 2520 | 0.5324 | 0.4201 | 0.5324 | 0.7296 |
0.3023 | 9.7752 | 2522 | 0.5314 | 0.4201 | 0.5314 | 0.7290 |
0.3023 | 9.7829 | 2524 | 0.5302 | 0.4776 | 0.5302 | 0.7281 |
0.3023 | 9.7907 | 2526 | 0.5292 | 0.4776 | 0.5292 | 0.7275 |
0.3023 | 9.7984 | 2528 | 0.5285 | 0.4776 | 0.5285 | 0.7270 |
0.3023 | 9.8062 | 2530 | 0.5283 | 0.4776 | 0.5283 | 0.7269 |
0.3023 | 9.8140 | 2532 | 0.5281 | 0.4776 | 0.5281 | 0.7267 |
0.3023 | 9.8217 | 2534 | 0.5281 | 0.4776 | 0.5281 | 0.7267 |
0.3023 | 9.8295 | 2536 | 0.5279 | 0.4776 | 0.5279 | 0.7266 |
0.3023 | 9.8372 | 2538 | 0.5277 | 0.4776 | 0.5277 | 0.7264 |
0.3023 | 9.8450 | 2540 | 0.5278 | 0.4776 | 0.5278 | 0.7265 |
0.3023 | 9.8527 | 2542 | 0.5278 | 0.4776 | 0.5278 | 0.7265 |
0.3023 | 9.8605 | 2544 | 0.5281 | 0.4776 | 0.5281 | 0.7267 |
0.3023 | 9.8682 | 2546 | 0.5281 | 0.4201 | 0.5281 | 0.7267 |
0.3023 | 9.8760 | 2548 | 0.5281 | 0.4201 | 0.5281 | 0.7267 |
0.3023 | 9.8837 | 2550 | 0.5278 | 0.4201 | 0.5278 | 0.7265 |
0.3023 | 9.8915 | 2552 | 0.5274 | 0.4201 | 0.5274 | 0.7262 |
0.3023 | 9.8992 | 2554 | 0.5268 | 0.4776 | 0.5268 | 0.7258 |
0.3023 | 9.9070 | 2556 | 0.5261 | 0.4776 | 0.5261 | 0.7253 |
0.3023 | 9.9147 | 2558 | 0.5254 | 0.4776 | 0.5254 | 0.7249 |
0.3023 | 9.9225 | 2560 | 0.5250 | 0.4776 | 0.5250 | 0.7245 |
0.3023 | 9.9302 | 2562 | 0.5248 | 0.4776 | 0.5248 | 0.7244 |
0.3023 | 9.9380 | 2564 | 0.5247 | 0.4776 | 0.5247 | 0.7244 |
0.3023 | 9.9457 | 2566 | 0.5248 | 0.4776 | 0.5248 | 0.7244 |
0.3023 | 9.9535 | 2568 | 0.5249 | 0.4776 | 0.5249 | 0.7245 |
0.3023 | 9.9612 | 2570 | 0.5251 | 0.4776 | 0.5251 | 0.7246 |
0.3023 | 9.9690 | 2572 | 0.5253 | 0.4776 | 0.5253 | 0.7247 |
0.3023 | 9.9767 | 2574 | 0.5253 | 0.4776 | 0.5253 | 0.7248 |
0.3023 | 9.9845 | 2576 | 0.5253 | 0.4776 | 0.5253 | 0.7248 |
0.3023 | 9.9922 | 2578 | 0.5253 | 0.4776 | 0.5253 | 0.7248 |
0.3023 | 10.0 | 2580 | 0.5253 | 0.4776 | 0.5253 | 0.7248 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
- Downloads last month
- 0
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Model tree for MayBashendy/arabert_augmented_with_original_k25_organization_task1_fold1
Base model
aubmindlab/bert-base-arabertv02