diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..49ee0de933e608f86bcf20c0237e729455282f90 --- /dev/null +++ b/README.md @@ -0,0 +1,1349 @@ +--- +library_name: transformers +base_model: aubmindlab/bert-base-arabertv02 +tags: +- generated_from_trainer +model-index: +- name: arabert_augWithOrig_disEquV3_k25_organization_task1_fold1 + results: [] +--- + + + +# arabert_augWithOrig_disEquV3_k25_organization_task1_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: 0.8796 +- Qwk: 0.2536 +- Mse: 0.8796 +- Rmse: 0.9379 + +## 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 | 5.1423 | -0.0084 | 5.1423 | 2.2677 | +| No log | 0.0155 | 4 | 3.2352 | 0.0354 | 3.2352 | 1.7987 | +| No log | 0.0233 | 6 | 1.2164 | 0.0 | 1.2164 | 1.1029 | +| No log | 0.0310 | 8 | 3.1182 | -0.0061 | 3.1182 | 1.7659 | +| No log | 0.0388 | 10 | 3.1908 | -0.0331 | 3.1908 | 1.7863 | +| No log | 0.0465 | 12 | 1.7265 | -0.0143 | 1.7265 | 1.3140 | +| No log | 0.0543 | 14 | 1.1362 | 0.0912 | 1.1362 | 1.0659 | +| No log | 0.0620 | 16 | 1.0645 | 0.0239 | 1.0645 | 1.0317 | +| No log | 0.0698 | 18 | 1.1199 | 0.0728 | 1.1199 | 1.0582 | +| No log | 0.0775 | 20 | 1.6257 | 0.0695 | 1.6257 | 1.2750 | +| No log | 0.0853 | 22 | 1.7662 | 0.0497 | 1.7662 | 1.3290 | +| No log | 0.0930 | 24 | 1.6209 | 0.0593 | 1.6209 | 1.2731 | +| No log | 0.1008 | 26 | 1.4272 | 0.0615 | 1.4272 | 1.1947 | +| No log | 0.1085 | 28 | 1.1287 | 0.1656 | 1.1287 | 1.0624 | +| No log | 0.1163 | 30 | 0.9500 | 0.1355 | 0.9500 | 0.9747 | +| No log | 0.1240 | 32 | 1.0718 | 0.0239 | 1.0718 | 1.0353 | +| No log | 0.1318 | 34 | 1.3254 | 0.0728 | 1.3254 | 1.1513 | +| No log | 0.1395 | 36 | 1.3915 | 0.0125 | 1.3915 | 1.1796 | +| No log | 0.1473 | 38 | 1.2250 | -0.0448 | 1.2250 | 1.1068 | +| No log | 0.1550 | 40 | 1.0282 | 0.0427 | 1.0282 | 1.0140 | +| No log | 0.1628 | 42 | 1.0962 | 0.0427 | 1.0962 | 1.0470 | +| No log | 0.1705 | 44 | 1.2782 | -0.0448 | 1.2782 | 1.1306 | +| No log | 0.1783 | 46 | 1.2385 | -0.0448 | 1.2385 | 1.1129 | +| No log | 0.1860 | 48 | 1.1958 | 0.0239 | 1.1958 | 1.0935 | +| No log | 0.1938 | 50 | 1.0601 | 0.0239 | 1.0601 | 1.0296 | +| No log | 0.2016 | 52 | 0.9585 | 0.0 | 0.9585 | 0.9790 | +| No log | 0.2093 | 54 | 1.1180 | 0.1026 | 1.1180 | 1.0573 | +| No log | 0.2171 | 56 | 1.5582 | 0.0497 | 1.5582 | 1.2483 | +| No log | 0.2248 | 58 | 1.8568 | 0.0323 | 1.8568 | 1.3627 | +| No log | 0.2326 | 60 | 1.8252 | 0.0323 | 1.8252 | 1.3510 | +| No log | 0.2403 | 62 | 1.4892 | 0.1840 | 1.4892 | 1.2203 | +| No log | 0.2481 | 64 | 1.0225 | 0.0912 | 1.0225 | 1.0112 | +| No log | 0.2558 | 66 | 0.8914 | 0.0427 | 0.8914 | 0.9441 | +| No log | 0.2636 | 68 | 1.0162 | 0.0427 | 1.0162 | 1.0081 | +| No log | 0.2713 | 70 | 1.6499 | 0.1050 | 1.6499 | 1.2845 | +| No log | 0.2791 | 72 | 1.9890 | 0.0 | 1.9890 | 1.4103 | +| No log | 0.2868 | 74 | 1.7910 | 0.0407 | 1.7910 | 1.3383 | +| No log | 0.2946 | 76 | 1.4668 | 0.0923 | 1.4668 | 1.2111 | +| No log | 0.3023 | 78 | 1.1640 | 0.1003 | 1.1640 | 1.0789 | +| No log | 0.3101 | 80 | 1.1476 | 0.1003 | 1.1476 | 1.0713 | +| No log | 0.3178 | 82 | 1.2377 | 0.1473 | 1.2377 | 1.1125 | +| No log | 0.3256 | 84 | 1.4598 | 0.1370 | 1.4598 | 1.2082 | +| No log | 0.3333 | 86 | 1.5761 | 0.1146 | 1.5761 | 1.2554 | +| No log | 0.3411 | 88 | 1.7528 | 0.0765 | 1.7528 | 1.3239 | +| No log | 0.3488 | 90 | 1.7069 | 0.1146 | 1.7069 | 1.3065 | +| No log | 0.3566 | 92 | 1.4117 | 0.1188 | 1.4117 | 1.1881 | +| No log | 0.3643 | 94 | 1.1637 | 0.1667 | 1.1637 | 1.0787 | +| No log | 0.3721 | 96 | 0.9129 | 0.0427 | 0.9129 | 0.9555 | +| No log | 0.3798 | 98 | 0.7902 | 0.0 | 0.7902 | 0.8889 | +| No log | 0.3876 | 100 | 0.7994 | 0.0427 | 0.7994 | 0.8941 | +| No log | 0.3953 | 102 | 0.9500 | 0.1355 | 0.9500 | 0.9747 | +| No log | 0.4031 | 104 | 1.0422 | 0.1355 | 1.0422 | 1.0209 | +| No log | 0.4109 | 106 | 1.0490 | 0.1355 | 1.0490 | 1.0242 | +| No log | 0.4186 | 108 | 1.0677 | 0.1119 | 1.0677 | 1.0333 | +| No log | 0.4264 | 110 | 1.1386 | 0.0421 | 1.1386 | 1.0670 | +| No log | 0.4341 | 112 | 1.1179 | 0.0421 | 1.1179 | 1.0573 | +| No log | 0.4419 | 114 | 1.1022 | 0.0421 | 1.1022 | 1.0499 | +| No log | 0.4496 | 116 | 1.0606 | 0.0421 | 1.0606 | 1.0298 | +| No log | 0.4574 | 118 | 1.0978 | 0.0421 | 1.0978 | 1.0478 | +| No log | 0.4651 | 120 | 1.1752 | 0.1192 | 1.1752 | 1.0841 | +| No log | 0.4729 | 122 | 1.1269 | 0.0421 | 1.1269 | 1.0615 | +| No log | 0.4806 | 124 | 1.1608 | 0.0265 | 1.1608 | 1.0774 | +| No log | 0.4884 | 126 | 1.0203 | 0.0421 | 1.0203 | 1.0101 | +| No log | 0.4961 | 128 | 0.8944 | 0.0 | 0.8944 | 0.9457 | +| No log | 0.5039 | 130 | 0.8701 | 0.0 | 0.8701 | 0.9328 | +| No log | 0.5116 | 132 | 0.9388 | 0.0239 | 0.9388 | 0.9689 | +| No log | 0.5194 | 134 | 1.1601 | 0.0919 | 1.1601 | 1.0771 | +| No log | 0.5271 | 136 | 1.3376 | 0.1337 | 1.3376 | 1.1565 | +| No log | 0.5349 | 138 | 1.1999 | 0.0919 | 1.1999 | 1.0954 | +| No log | 0.5426 | 140 | 1.0496 | 0.0919 | 1.0496 | 1.0245 | +| No log | 0.5504 | 142 | 0.9437 | 0.0919 | 0.9437 | 0.9715 | +| No log | 0.5581 | 144 | 0.8072 | 0.1338 | 0.8072 | 0.8985 | +| No log | 0.5659 | 146 | 0.7402 | 0.3927 | 0.7402 | 0.8604 | +| No log | 0.5736 | 148 | 0.7345 | 0.3834 | 0.7345 | 0.8570 | +| No log | 0.5814 | 150 | 0.7205 | 0.4286 | 0.7205 | 0.8488 | +| No log | 0.5891 | 152 | 0.7993 | 0.1212 | 0.7993 | 0.8940 | +| No log | 0.5969 | 154 | 1.1144 | 0.0919 | 1.1144 | 1.0556 | +| No log | 0.6047 | 156 | 1.4112 | 0.1689 | 1.4112 | 1.1879 | +| No log | 0.6124 | 158 | 1.3939 | 0.1520 | 1.3940 | 1.1807 | +| No log | 0.6202 | 160 | 1.1335 | 0.1076 | 1.1335 | 1.0647 | +| No log | 0.6279 | 162 | 0.9811 | 0.0239 | 0.9811 | 0.9905 | +| No log | 0.6357 | 164 | 0.8922 | 0.0 | 0.8922 | 0.9446 | +| No log | 0.6434 | 166 | 0.8272 | 0.0 | 0.8272 | 0.9095 | +| No log | 0.6512 | 168 | 0.8184 | 0.0 | 0.8184 | 0.9047 | +| No log | 0.6589 | 170 | 0.8446 | 0.0 | 0.8446 | 0.9190 | +| No log | 0.6667 | 172 | 0.8811 | 0.0 | 0.8811 | 0.9387 | +| No log | 0.6744 | 174 | 0.9444 | 0.0427 | 0.9444 | 0.9718 | +| No log | 0.6822 | 176 | 0.9848 | 0.0265 | 0.9848 | 0.9924 | +| No log | 0.6899 | 178 | 0.9169 | 0.0265 | 0.9169 | 0.9575 | +| No log | 0.6977 | 180 | 0.8722 | 0.0421 | 0.8722 | 0.9339 | +| No log | 0.7054 | 182 | 0.9154 | 0.1003 | 0.9154 | 0.9568 | +| No log | 0.7132 | 184 | 0.9472 | 0.0417 | 0.9472 | 0.9732 | +| No log | 0.7209 | 186 | 0.8792 | 0.1959 | 0.8792 | 0.9377 | +| No log | 0.7287 | 188 | 0.8492 | 0.1143 | 0.8492 | 0.9215 | +| No log | 0.7364 | 190 | 0.9619 | 0.0728 | 0.9619 | 0.9808 | +| No log | 0.7442 | 192 | 1.2602 | 0.0775 | 1.2602 | 1.1226 | +| No log | 0.7519 | 194 | 1.4834 | 0.1689 | 1.4834 | 1.2179 | +| No log | 0.7597 | 196 | 1.3674 | 0.1520 | 1.3674 | 1.1693 | +| No log | 0.7674 | 198 | 1.2767 | 0.1337 | 1.2767 | 1.1299 | +| No log | 0.7752 | 200 | 1.2947 | 0.1337 | 1.2947 | 1.1379 | +| No log | 0.7829 | 202 | 1.2141 | 0.1337 | 1.2141 | 1.1019 | +| No log | 0.7907 | 204 | 1.0062 | 0.0 | 1.0062 | 1.0031 | +| No log | 0.7984 | 206 | 0.8414 | 0.3849 | 0.8414 | 0.9173 | +| No log | 0.8062 | 208 | 0.7670 | 0.3288 | 0.7670 | 0.8758 | +| No log | 0.8140 | 210 | 0.7785 | 0.3288 | 0.7785 | 0.8823 | +| No log | 0.8217 | 212 | 0.9312 | 0.1014 | 0.9312 | 0.9650 | +| No log | 0.8295 | 214 | 1.4962 | 0.1188 | 1.4962 | 1.2232 | +| No log | 0.8372 | 216 | 1.8356 | 0.1398 | 1.8356 | 1.3548 | +| No log | 0.8450 | 218 | 1.7106 | 0.0731 | 1.7106 | 1.3079 | +| No log | 0.8527 | 220 | 1.3407 | 0.0283 | 1.3407 | 1.1579 | +| No log | 0.8605 | 222 | 1.0513 | 0.0427 | 1.0513 | 1.0253 | +| No log | 0.8682 | 224 | 0.8917 | 0.0606 | 0.8917 | 0.9443 | +| No log | 0.8760 | 226 | 0.8765 | 0.0187 | 0.8765 | 0.9362 | +| No log | 0.8837 | 228 | 0.8745 | 0.0187 | 0.8745 | 0.9352 | +| No log | 0.8915 | 230 | 0.8659 | 0.0606 | 0.8659 | 0.9306 | +| No log | 0.8992 | 232 | 0.9159 | 0.0606 | 0.9159 | 0.9570 | +| No log | 0.9070 | 234 | 1.0248 | 0.0427 | 1.0248 | 1.0123 | +| No log | 0.9147 | 236 | 1.1809 | -0.0313 | 1.1809 | 1.0867 | +| No log | 0.9225 | 238 | 1.2533 | 0.0162 | 1.2533 | 1.1195 | +| No log | 0.9302 | 240 | 1.1509 | 0.0400 | 1.1509 | 1.0728 | +| No log | 0.9380 | 242 | 0.9507 | 0.0567 | 0.9507 | 0.9750 | +| No log | 0.9457 | 244 | 0.8822 | 0.0717 | 0.8822 | 0.9393 | +| No log | 0.9535 | 246 | 0.9453 | 0.1139 | 0.9453 | 0.9723 | +| No log | 0.9612 | 248 | 1.1514 | 0.0885 | 1.1514 | 1.0731 | +| No log | 0.9690 | 250 | 1.1064 | 0.0885 | 1.1064 | 1.0519 | +| No log | 0.9767 | 252 | 1.0506 | 0.1035 | 1.0506 | 1.0250 | +| No log | 0.9845 | 254 | 0.8600 | 0.2654 | 0.8600 | 0.9274 | +| No log | 0.9922 | 256 | 0.7193 | 0.4615 | 0.7193 | 0.8481 | +| No log | 1.0 | 258 | 0.6759 | 0.4 | 0.6759 | 0.8221 | +| No log | 1.0078 | 260 | 0.6801 | 0.4 | 0.6801 | 0.8247 | +| No log | 1.0155 | 262 | 0.7314 | 0.3590 | 0.7314 | 0.8552 | +| No log | 1.0233 | 264 | 0.8724 | 0.2438 | 0.8724 | 0.9340 | +| No log | 1.0310 | 266 | 1.0953 | 0.1962 | 1.0953 | 1.0466 | +| No log | 1.0388 | 268 | 1.1696 | 0.1689 | 1.1696 | 1.0815 | +| No log | 1.0465 | 270 | 1.3215 | 0.1689 | 1.3215 | 1.1496 | +| No log | 1.0543 | 272 | 1.3118 | 0.1689 | 1.3118 | 1.1453 | +| No log | 1.0620 | 274 | 1.1032 | 0.1446 | 1.1032 | 1.0503 | +| No log | 1.0698 | 276 | 0.8690 | 0.2536 | 0.8690 | 0.9322 | +| No log | 1.0775 | 278 | 0.9064 | 0.1979 | 0.9064 | 0.9520 | +| No log | 1.0853 | 280 | 1.1406 | 0.0990 | 1.1406 | 1.0680 | +| No log | 1.0930 | 282 | 1.2877 | 0.1689 | 1.2877 | 1.1348 | +| No log | 1.1008 | 284 | 1.2571 | 0.1689 | 1.2571 | 1.1212 | +| No log | 1.1085 | 286 | 1.2404 | 0.1520 | 1.2404 | 1.1137 | +| No log | 1.1163 | 288 | 1.0889 | 0.0990 | 1.0889 | 1.0435 | +| No log | 1.1240 | 290 | 1.0253 | 0.0990 | 1.0253 | 1.0126 | +| No log | 1.1318 | 292 | 1.0256 | 0.1499 | 1.0256 | 1.0127 | +| No log | 1.1395 | 294 | 1.0030 | 0.1499 | 1.0030 | 1.0015 | +| No log | 1.1473 | 296 | 0.9914 | 0.1499 | 0.9914 | 0.9957 | +| No log | 1.1550 | 298 | 0.9859 | 0.1499 | 0.9859 | 0.9929 | +| No log | 1.1628 | 300 | 0.9673 | 0.1676 | 0.9673 | 0.9835 | +| No log | 1.1705 | 302 | 0.8835 | 0.1667 | 0.8835 | 0.9400 | +| No log | 1.1783 | 304 | 0.8660 | 0.1895 | 0.8660 | 0.9306 | +| No log | 1.1860 | 306 | 0.9878 | 0.1870 | 0.9878 | 0.9939 | +| No log | 1.1938 | 308 | 1.0146 | 0.1870 | 1.0146 | 1.0073 | +| No log | 1.2016 | 310 | 0.9267 | 0.1656 | 0.9267 | 0.9627 | +| No log | 1.2093 | 312 | 0.8075 | 0.2164 | 0.8075 | 0.8986 | +| No log | 1.2171 | 314 | 0.7211 | 0.1532 | 0.7211 | 0.8492 | +| No log | 1.2248 | 316 | 0.7064 | 0.2286 | 0.7064 | 0.8405 | +| No log | 1.2326 | 318 | 0.7475 | 0.1532 | 0.7475 | 0.8646 | +| No log | 1.2403 | 320 | 0.8383 | 0.1656 | 0.8383 | 0.9156 | +| No log | 1.2481 | 322 | 0.9595 | 0.1676 | 0.9595 | 0.9795 | +| No log | 1.2558 | 324 | 1.0397 | 0.2185 | 1.0397 | 1.0196 | +| No log | 1.2636 | 326 | 0.9702 | 0.2297 | 0.9702 | 0.9850 | +| No log | 1.2713 | 328 | 0.8977 | 0.2100 | 0.8977 | 0.9475 | +| No log | 1.2791 | 330 | 0.9273 | 0.2072 | 0.9273 | 0.9630 | +| No log | 1.2868 | 332 | 0.9756 | 0.1520 | 0.9756 | 0.9877 | +| No log | 1.2946 | 334 | 1.0292 | 0.1520 | 1.0292 | 1.0145 | +| No log | 1.3023 | 336 | 1.0125 | 0.0990 | 1.0125 | 1.0063 | +| No log | 1.3101 | 338 | 1.0017 | 0.1667 | 1.0017 | 1.0008 | +| No log | 1.3178 | 340 | 0.9032 | 0.2164 | 0.9032 | 0.9504 | +| No log | 1.3256 | 342 | 0.8263 | 0.2164 | 0.8263 | 0.9090 | +| No log | 1.3333 | 344 | 0.7764 | 0.3588 | 0.7764 | 0.8811 | +| No log | 1.3411 | 346 | 0.7432 | 0.3588 | 0.7432 | 0.8621 | +| No log | 1.3488 | 348 | 0.7569 | 0.3406 | 0.7569 | 0.8700 | +| No log | 1.3566 | 350 | 0.8150 | 0.2364 | 0.8150 | 0.9028 | +| No log | 1.3643 | 352 | 0.9848 | 0.1615 | 0.9848 | 0.9924 | +| No log | 1.3721 | 354 | 1.1838 | 0.1137 | 1.1838 | 1.0880 | +| No log | 1.3798 | 356 | 1.1588 | 0.1137 | 1.1588 | 1.0765 | +| No log | 1.3876 | 358 | 1.0913 | 0.1137 | 1.0913 | 1.0446 | +| No log | 1.3953 | 360 | 0.9746 | 0.1297 | 0.9746 | 0.9872 | +| No log | 1.4031 | 362 | 0.8490 | 0.2536 | 0.8490 | 0.9214 | +| No log | 1.4109 | 364 | 0.8523 | 0.2536 | 0.8523 | 0.9232 | +| No log | 1.4186 | 366 | 1.0196 | 0.1417 | 1.0196 | 1.0098 | +| No log | 1.4264 | 368 | 1.1662 | 0.1417 | 1.1662 | 1.0799 | +| No log | 1.4341 | 370 | 1.1448 | 0.1417 | 1.1448 | 1.0700 | +| No log | 1.4419 | 372 | 0.9364 | 0.2536 | 0.9364 | 0.9677 | +| No log | 1.4496 | 374 | 0.8276 | 0.3787 | 0.8276 | 0.9097 | +| No log | 1.4574 | 376 | 0.8321 | 0.3787 | 0.8321 | 0.9122 | +| No log | 1.4651 | 378 | 1.0235 | 0.2050 | 1.0235 | 1.0117 | +| No log | 1.4729 | 380 | 1.1275 | 0.1206 | 1.1275 | 1.0618 | +| No log | 1.4806 | 382 | 1.1251 | 0.1206 | 1.1251 | 1.0607 | +| No log | 1.4884 | 384 | 1.0015 | 0.3099 | 1.0015 | 1.0007 | +| No log | 1.4961 | 386 | 0.8816 | 0.3636 | 0.8816 | 0.9389 | +| No log | 1.5039 | 388 | 0.9685 | 0.3099 | 0.9685 | 0.9841 | +| No log | 1.5116 | 390 | 1.0400 | 0.1852 | 1.0400 | 1.0198 | +| No log | 1.5194 | 392 | 1.0024 | 0.2050 | 1.0024 | 1.0012 | +| No log | 1.5271 | 394 | 0.8511 | 0.2544 | 0.8511 | 0.9225 | +| No log | 1.5349 | 396 | 0.8281 | 0.2222 | 0.8281 | 0.9100 | +| No log | 1.5426 | 398 | 0.7431 | 0.4186 | 0.7431 | 0.8621 | +| No log | 1.5504 | 400 | 0.7037 | 0.3970 | 0.7037 | 0.8389 | +| No log | 1.5581 | 402 | 0.7625 | 0.3396 | 0.7625 | 0.8732 | +| No log | 1.5659 | 404 | 0.9570 | 0.2570 | 0.9570 | 0.9783 | +| No log | 1.5736 | 406 | 0.9530 | 0.2570 | 0.9530 | 0.9762 | +| No log | 1.5814 | 408 | 1.0668 | 0.2050 | 1.0668 | 1.0329 | +| No log | 1.5891 | 410 | 1.0889 | 0.1615 | 1.0889 | 1.0435 | +| No log | 1.5969 | 412 | 1.1054 | 0.1615 | 1.1054 | 1.0514 | +| No log | 1.6047 | 414 | 0.9767 | 0.1798 | 0.9767 | 0.9883 | +| No log | 1.6124 | 416 | 0.8333 | 0.1959 | 0.8333 | 0.9128 | +| No log | 1.6202 | 418 | 0.7538 | 0.3590 | 0.7538 | 0.8682 | +| No log | 1.6279 | 420 | 0.7392 | 0.3590 | 0.7392 | 0.8598 | +| No log | 1.6357 | 422 | 0.7839 | 0.2759 | 0.7839 | 0.8854 | +| No log | 1.6434 | 424 | 0.9105 | 0.1798 | 0.9105 | 0.9542 | +| No log | 1.6512 | 426 | 1.0251 | 0.1297 | 1.0251 | 1.0125 | +| No log | 1.6589 | 428 | 1.0371 | 0.1798 | 1.0371 | 1.0184 | +| No log | 1.6667 | 430 | 0.9802 | 0.1798 | 0.9802 | 0.9901 | +| No log | 1.6744 | 432 | 0.8196 | 0.3636 | 0.8196 | 0.9053 | +| No log | 1.6822 | 434 | 0.7259 | 0.4615 | 0.7259 | 0.8520 | +| No log | 1.6899 | 436 | 0.6997 | 0.5130 | 0.6997 | 0.8365 | +| No log | 1.6977 | 438 | 0.7661 | 0.4400 | 0.7661 | 0.8753 | +| No log | 1.7054 | 440 | 0.8274 | 0.1560 | 0.8274 | 0.9096 | +| No log | 1.7132 | 442 | 0.9439 | 0.0961 | 0.9439 | 0.9715 | +| No log | 1.7209 | 444 | 1.0051 | 0.0961 | 1.0051 | 1.0025 | +| No log | 1.7287 | 446 | 0.8738 | 0.1811 | 0.8738 | 0.9348 | +| No log | 1.7364 | 448 | 0.7967 | 0.2097 | 0.7967 | 0.8926 | +| No log | 1.7442 | 450 | 0.7401 | 0.2146 | 0.7401 | 0.8603 | +| No log | 1.7519 | 452 | 0.7480 | 0.2146 | 0.7480 | 0.8649 | +| No log | 1.7597 | 454 | 0.7431 | 0.1250 | 0.7431 | 0.8620 | +| No log | 1.7674 | 456 | 0.7711 | 0.2018 | 0.7711 | 0.8781 | +| No log | 1.7752 | 458 | 0.9421 | 0.0912 | 0.9421 | 0.9706 | +| No log | 1.7829 | 460 | 1.1229 | 0.1297 | 1.1229 | 1.0597 | +| No log | 1.7907 | 462 | 1.0651 | 0.1870 | 1.0651 | 1.0320 | +| No log | 1.7984 | 464 | 0.9888 | 0.1381 | 0.9888 | 0.9944 | +| No log | 1.8062 | 466 | 0.8952 | 0.1871 | 0.8952 | 0.9461 | +| No log | 1.8140 | 468 | 0.7724 | 0.1884 | 0.7724 | 0.8789 | +| No log | 1.8217 | 470 | 0.8303 | 0.2654 | 0.8303 | 0.9112 | +| No log | 1.8295 | 472 | 0.9701 | 0.0800 | 0.9701 | 0.9849 | +| No log | 1.8372 | 474 | 1.3155 | 0.1137 | 1.3155 | 1.1469 | +| No log | 1.8450 | 476 | 1.5803 | 0.0990 | 1.5803 | 1.2571 | +| No log | 1.8527 | 478 | 1.5075 | 0.0990 | 1.5075 | 1.2278 | +| No log | 1.8605 | 480 | 1.2092 | 0.1137 | 1.2092 | 1.0996 | +| No log | 1.8682 | 482 | 0.8797 | 0.2025 | 0.8797 | 0.9379 | +| No log | 1.8760 | 484 | 0.7206 | 0.3438 | 0.7206 | 0.8489 | +| No log | 1.8837 | 486 | 0.7258 | 0.3438 | 0.7258 | 0.8520 | +| No log | 1.8915 | 488 | 0.6688 | 0.4292 | 0.6688 | 0.8178 | +| No log | 1.8992 | 490 | 0.6741 | 0.5130 | 0.6741 | 0.8210 | +| No log | 1.9070 | 492 | 0.6730 | 0.4615 | 0.6730 | 0.8203 | +| No log | 1.9147 | 494 | 0.7241 | 0.3902 | 0.7241 | 0.8509 | +| No log | 1.9225 | 496 | 0.9680 | 0.1923 | 0.9680 | 0.9839 | +| No log | 1.9302 | 498 | 1.0757 | 0.1446 | 1.0757 | 1.0371 | +| 0.8729 | 1.9380 | 500 | 1.0405 | 0.1732 | 1.0405 | 1.0200 | +| 0.8729 | 1.9457 | 502 | 0.9275 | 0.2570 | 0.9275 | 0.9631 | +| 0.8729 | 1.9535 | 504 | 0.7197 | 0.4577 | 0.7197 | 0.8484 | +| 0.8729 | 1.9612 | 506 | 0.6917 | 0.4615 | 0.6917 | 0.8317 | +| 0.8729 | 1.9690 | 508 | 0.7221 | 0.4494 | 0.7221 | 0.8498 | +| 0.8729 | 1.9767 | 510 | 0.8489 | 0.3360 | 0.8489 | 0.9214 | +| 0.8729 | 1.9845 | 512 | 0.9431 | 0.2849 | 0.9431 | 0.9711 | +| 0.8729 | 1.9922 | 514 | 0.9988 | 0.2347 | 0.9988 | 0.9994 | +| 0.8729 | 2.0 | 516 | 1.0056 | 0.2222 | 1.0056 | 1.0028 | +| 0.8729 | 2.0078 | 518 | 1.2291 | 0.1097 | 1.2291 | 1.1086 | +| 0.8729 | 2.0155 | 520 | 1.4744 | 0.1188 | 1.4744 | 1.2143 | +| 0.8729 | 2.0233 | 522 | 1.3854 | 0.1188 | 1.3854 | 1.1770 | +| 0.8729 | 2.0310 | 524 | 1.2828 | 0.0990 | 1.2828 | 1.1326 | +| 0.8729 | 2.0388 | 526 | 1.0498 | 0.1250 | 1.0498 | 1.0246 | +| 0.8729 | 2.0465 | 528 | 0.8669 | 0.2173 | 0.8669 | 0.9311 | +| 0.8729 | 2.0543 | 530 | 0.7823 | 0.1720 | 0.7823 | 0.8845 | +| 0.8729 | 2.0620 | 532 | 0.8095 | 0.1720 | 0.8095 | 0.8997 | +| 0.8729 | 2.0698 | 534 | 0.9974 | 0.0833 | 0.9974 | 0.9987 | +| 0.8729 | 2.0775 | 536 | 1.1010 | 0.0680 | 1.1010 | 1.0493 | +| 0.8729 | 2.0853 | 538 | 0.9890 | 0.0564 | 0.9890 | 0.9945 | +| 0.8729 | 2.0930 | 540 | 0.8523 | 0.1985 | 0.8523 | 0.9232 | +| 0.8729 | 2.1008 | 542 | 0.8623 | 0.1219 | 0.8623 | 0.9286 | +| 0.8729 | 2.1085 | 544 | 1.0730 | 0.1417 | 1.0730 | 1.0358 | +| 0.8729 | 2.1163 | 546 | 1.4319 | 0.1188 | 1.4319 | 1.1966 | +| 0.8729 | 2.1240 | 548 | 1.4516 | 0.1050 | 1.4516 | 1.2048 | +| 0.8729 | 2.1318 | 550 | 1.0931 | 0.1417 | 1.0931 | 1.0455 | +| 0.8729 | 2.1395 | 552 | 0.8412 | 0.2438 | 0.8412 | 0.9172 | +| 0.8729 | 2.1473 | 554 | 0.7167 | 0.4577 | 0.7167 | 0.8466 | +| 0.8729 | 2.1550 | 556 | 0.7111 | 0.4577 | 0.7111 | 0.8433 | +| 0.8729 | 2.1628 | 558 | 0.8687 | 0.2536 | 0.8687 | 0.9321 | +| 0.8729 | 2.1705 | 560 | 1.0719 | 0.1297 | 1.0719 | 1.0353 | +| 0.8729 | 2.1783 | 562 | 1.0829 | 0.1297 | 1.0829 | 1.0406 | +| 0.8729 | 2.1860 | 564 | 1.3658 | 0.1137 | 1.3658 | 1.1687 | +| 0.8729 | 2.1938 | 566 | 1.4742 | 0.1137 | 1.4742 | 1.2142 | +| 0.8729 | 2.2016 | 568 | 1.1847 | 0.1137 | 1.1847 | 1.0884 | +| 0.8729 | 2.2093 | 570 | 0.8322 | 0.2536 | 0.8322 | 0.9123 | +| 0.8729 | 2.2171 | 572 | 0.6282 | 0.552 | 0.6282 | 0.7926 | +| 0.8729 | 2.2248 | 574 | 0.5902 | 0.552 | 0.5902 | 0.7682 | +| 0.8729 | 2.2326 | 576 | 0.6270 | 0.552 | 0.6270 | 0.7918 | +| 0.8729 | 2.2403 | 578 | 0.8452 | 0.24 | 0.8452 | 0.9193 | +| 0.8729 | 2.2481 | 580 | 1.2326 | 0.1137 | 1.2326 | 1.1102 | +| 0.8729 | 2.2558 | 582 | 1.3601 | 0.0990 | 1.3601 | 1.1662 | +| 0.8729 | 2.2636 | 584 | 1.2272 | 0.1137 | 1.2272 | 1.1078 | +| 0.8729 | 2.2713 | 586 | 1.0250 | 0.1798 | 1.0250 | 1.0124 | +| 0.8729 | 2.2791 | 588 | 0.9790 | 0.1923 | 0.9790 | 0.9895 | +| 0.8729 | 2.2868 | 590 | 0.8345 | 0.3787 | 0.8345 | 0.9135 | +| 0.8729 | 2.2946 | 592 | 0.8217 | 0.3099 | 0.8217 | 0.9065 | +| 0.8729 | 2.3023 | 594 | 0.9904 | 0.2570 | 0.9904 | 0.9952 | +| 0.8729 | 2.3101 | 596 | 1.3124 | 0.1796 | 1.3124 | 1.1456 | +| 0.8729 | 2.3178 | 598 | 1.4219 | 0.1050 | 1.4219 | 1.1924 | +| 0.8729 | 2.3256 | 600 | 1.3025 | 0.1337 | 1.3025 | 1.1413 | +| 0.8729 | 2.3333 | 602 | 1.0113 | 0.2570 | 1.0113 | 1.0056 | +| 0.8729 | 2.3411 | 604 | 0.7138 | 0.4717 | 0.7138 | 0.8449 | +| 0.8729 | 2.3488 | 606 | 0.6444 | 0.5070 | 0.6444 | 0.8027 | +| 0.8729 | 2.3566 | 608 | 0.6450 | 0.5070 | 0.6450 | 0.8031 | +| 0.8729 | 2.3643 | 610 | 0.6984 | 0.5116 | 0.6984 | 0.8357 | +| 0.8729 | 2.3721 | 612 | 0.8686 | 0.1798 | 0.8686 | 0.9320 | +| 0.8729 | 2.3798 | 614 | 1.1272 | 0.1337 | 1.1272 | 1.0617 | +| 0.8729 | 2.3876 | 616 | 1.2713 | 0.1188 | 1.2713 | 1.1275 | +| 0.8729 | 2.3953 | 618 | 1.2658 | 0.1188 | 1.2658 | 1.1251 | +| 0.8729 | 2.4031 | 620 | 1.1354 | 0.1499 | 1.1354 | 1.0656 | +| 0.8729 | 2.4109 | 622 | 1.0030 | 0.1798 | 1.0030 | 1.0015 | +| 0.8729 | 2.4186 | 624 | 0.8675 | 0.2825 | 0.8675 | 0.9314 | +| 0.8729 | 2.4264 | 626 | 0.7415 | 0.4112 | 0.7415 | 0.8611 | +| 0.8729 | 2.4341 | 628 | 0.6446 | 0.5543 | 0.6446 | 0.8029 | +| 0.8729 | 2.4419 | 630 | 0.6438 | 0.5543 | 0.6438 | 0.8024 | +| 0.8729 | 2.4496 | 632 | 0.6382 | 0.5563 | 0.6382 | 0.7989 | +| 0.8729 | 2.4574 | 634 | 0.7205 | 0.3940 | 0.7205 | 0.8488 | +| 0.8729 | 2.4651 | 636 | 0.9467 | 0.2961 | 0.9467 | 0.9730 | +| 0.8729 | 2.4729 | 638 | 1.2417 | 0.1337 | 1.2417 | 1.1143 | +| 0.8729 | 2.4806 | 640 | 1.3147 | 0.1050 | 1.3147 | 1.1466 | +| 0.8729 | 2.4884 | 642 | 1.2683 | 0.1149 | 1.2683 | 1.1262 | +| 0.8729 | 2.4961 | 644 | 1.1322 | 0.1446 | 1.1322 | 1.0641 | +| 0.8729 | 2.5039 | 646 | 1.0980 | 0.1910 | 1.0980 | 1.0479 | +| 0.8729 | 2.5116 | 648 | 1.1652 | 0.1574 | 1.1652 | 1.0794 | +| 0.8729 | 2.5194 | 650 | 1.2039 | 0.1574 | 1.2039 | 1.0972 | +| 0.8729 | 2.5271 | 652 | 1.5100 | 0.0896 | 1.5100 | 1.2288 | +| 0.8729 | 2.5349 | 654 | 1.7713 | 0.1358 | 1.7713 | 1.3309 | +| 0.8729 | 2.5426 | 656 | 1.8912 | 0.0954 | 1.8912 | 1.3752 | +| 0.8729 | 2.5504 | 658 | 1.6856 | 0.0896 | 1.6856 | 1.2983 | +| 0.8729 | 2.5581 | 660 | 1.2681 | 0.1845 | 1.2681 | 1.1261 | +| 0.8729 | 2.5659 | 662 | 0.9858 | 0.3636 | 0.9858 | 0.9929 | +| 0.8729 | 2.5736 | 664 | 0.9434 | 0.3636 | 0.9434 | 0.9713 | +| 0.8729 | 2.5814 | 666 | 0.8883 | 0.3636 | 0.8883 | 0.9425 | +| 0.8729 | 2.5891 | 668 | 0.9168 | 0.3636 | 0.9168 | 0.9575 | +| 0.8729 | 2.5969 | 670 | 1.0350 | 0.3099 | 1.0350 | 1.0174 | +| 0.8729 | 2.6047 | 672 | 1.2259 | 0.2050 | 1.2259 | 1.1072 | +| 0.8729 | 2.6124 | 674 | 1.5299 | 0.0957 | 1.5299 | 1.2369 | +| 0.8729 | 2.6202 | 676 | 1.9302 | 0.0308 | 1.9302 | 1.3893 | +| 0.8729 | 2.6279 | 678 | 1.9792 | 0.0308 | 1.9792 | 1.4068 | +| 0.8729 | 2.6357 | 680 | 1.7561 | 0.0411 | 1.7561 | 1.3252 | +| 0.8729 | 2.6434 | 682 | 1.5680 | 0.0297 | 1.5680 | 1.2522 | +| 0.8729 | 2.6512 | 684 | 1.3322 | 0.0775 | 1.3322 | 1.1542 | +| 0.8729 | 2.6589 | 686 | 1.0029 | 0.1729 | 1.0029 | 1.0015 | +| 0.8729 | 2.6667 | 688 | 0.8011 | 0.3984 | 0.8011 | 0.8950 | +| 0.8729 | 2.6744 | 690 | 0.7244 | 0.4413 | 0.7244 | 0.8511 | +| 0.8729 | 2.6822 | 692 | 0.7227 | 0.4413 | 0.7227 | 0.8501 | +| 0.8729 | 2.6899 | 694 | 0.7406 | 0.4661 | 0.7406 | 0.8606 | +| 0.8729 | 2.6977 | 696 | 0.8831 | 0.2508 | 0.8831 | 0.9397 | +| 0.8729 | 2.7054 | 698 | 1.2525 | 0.1365 | 1.2525 | 1.1192 | +| 0.8729 | 2.7132 | 700 | 1.9024 | 0.0523 | 1.9024 | 1.3793 | +| 0.8729 | 2.7209 | 702 | 2.2919 | -0.0164 | 2.2919 | 1.5139 | +| 0.8729 | 2.7287 | 704 | 2.5397 | 0.0308 | 2.5397 | 1.5936 | +| 0.8729 | 2.7364 | 706 | 2.4281 | 0.0308 | 2.4281 | 1.5582 | +| 0.8729 | 2.7442 | 708 | 2.0693 | -0.0085 | 2.0693 | 1.4385 | +| 0.8729 | 2.7519 | 710 | 1.5493 | 0.0885 | 1.5493 | 1.2447 | +| 0.8729 | 2.7597 | 712 | 1.0967 | 0.1923 | 1.0967 | 1.0472 | +| 0.8729 | 2.7674 | 714 | 0.9064 | 0.2674 | 0.9064 | 0.9521 | +| 0.8729 | 2.7752 | 716 | 0.8486 | 0.3226 | 0.8486 | 0.9212 | +| 0.8729 | 2.7829 | 718 | 0.8663 | 0.2674 | 0.8663 | 0.9307 | +| 0.8729 | 2.7907 | 720 | 0.8687 | 0.2674 | 0.8687 | 0.9321 | +| 0.8729 | 2.7984 | 722 | 0.9546 | 0.2674 | 0.9546 | 0.9770 | +| 0.8729 | 2.8062 | 724 | 1.1623 | 0.0997 | 1.1623 | 1.0781 | +| 0.8729 | 2.8140 | 726 | 1.4954 | 0.1050 | 1.4954 | 1.2229 | +| 0.8729 | 2.8217 | 728 | 1.8189 | 0.1102 | 1.8189 | 1.3487 | +| 0.8729 | 2.8295 | 730 | 1.8820 | 0.1268 | 1.8820 | 1.3719 | +| 0.8729 | 2.8372 | 732 | 1.7080 | 0.1268 | 1.7080 | 1.3069 | +| 0.8729 | 2.8450 | 734 | 1.4683 | 0.1102 | 1.4683 | 1.2117 | +| 0.8729 | 2.8527 | 736 | 1.2462 | 0.1188 | 1.2462 | 1.1163 | +| 0.8729 | 2.8605 | 738 | 0.8835 | 0.2050 | 0.8835 | 0.9399 | +| 0.8729 | 2.8682 | 740 | 0.6643 | 0.4474 | 0.6643 | 0.8151 | +| 0.8729 | 2.8760 | 742 | 0.6139 | 0.5116 | 0.6139 | 0.7835 | +| 0.8729 | 2.8837 | 744 | 0.6406 | 0.5116 | 0.6406 | 0.8004 | +| 0.8729 | 2.8915 | 746 | 0.7186 | 0.4474 | 0.7186 | 0.8477 | +| 0.8729 | 2.8992 | 748 | 0.9690 | 0.2570 | 0.9690 | 0.9844 | +| 0.8729 | 2.9070 | 750 | 1.1666 | 0.1538 | 1.1666 | 1.0801 | +| 0.8729 | 2.9147 | 752 | 1.2637 | 0.1446 | 1.2637 | 1.1241 | +| 0.8729 | 2.9225 | 754 | 1.3355 | 0.1292 | 1.3355 | 1.1556 | +| 0.8729 | 2.9302 | 756 | 1.3390 | 0.1292 | 1.3390 | 1.1571 | +| 0.8729 | 2.9380 | 758 | 1.1486 | 0.1417 | 1.1486 | 1.0717 | +| 0.8729 | 2.9457 | 760 | 0.8853 | 0.2050 | 0.8853 | 0.9409 | +| 0.8729 | 2.9535 | 762 | 0.7105 | 0.4717 | 0.7105 | 0.8429 | +| 0.8729 | 2.9612 | 764 | 0.6781 | 0.5116 | 0.6781 | 0.8235 | +| 0.8729 | 2.9690 | 766 | 0.7106 | 0.4358 | 0.7106 | 0.8430 | +| 0.8729 | 2.9767 | 768 | 0.8196 | 0.3636 | 0.8196 | 0.9053 | +| 0.8729 | 2.9845 | 770 | 0.9554 | 0.1923 | 0.9554 | 0.9774 | +| 0.8729 | 2.9922 | 772 | 1.0091 | 0.1417 | 1.0091 | 1.0045 | +| 0.8729 | 3.0 | 774 | 1.0923 | 0.1417 | 1.0923 | 1.0452 | +| 0.8729 | 3.0078 | 776 | 1.1162 | 0.1297 | 1.1162 | 1.0565 | +| 0.8729 | 3.0155 | 778 | 1.1464 | 0.1297 | 1.1464 | 1.0707 | +| 0.8729 | 3.0233 | 780 | 1.1198 | 0.1417 | 1.1198 | 1.0582 | +| 0.8729 | 3.0310 | 782 | 1.0400 | 0.1417 | 1.0400 | 1.0198 | +| 0.8729 | 3.0388 | 784 | 0.9522 | 0.1923 | 0.9522 | 0.9758 | +| 0.8729 | 3.0465 | 786 | 0.9661 | 0.2438 | 0.9661 | 0.9829 | +| 0.8729 | 3.0543 | 788 | 1.1205 | 0.1923 | 1.1205 | 1.0585 | +| 0.8729 | 3.0620 | 790 | 1.3267 | 0.1097 | 1.3267 | 1.1518 | +| 0.8729 | 3.0698 | 792 | 1.5819 | 0.0708 | 1.5819 | 1.2577 | +| 0.8729 | 3.0775 | 794 | 1.6838 | 0.1194 | 1.6838 | 1.2976 | +| 0.8729 | 3.0853 | 796 | 1.5405 | 0.0506 | 1.5405 | 1.2412 | +| 0.8729 | 3.0930 | 798 | 1.2882 | 0.1250 | 1.2882 | 1.1350 | +| 0.8729 | 3.1008 | 800 | 1.0566 | 0.2438 | 1.0566 | 1.0279 | +| 0.8729 | 3.1085 | 802 | 0.9016 | 0.3636 | 0.9016 | 0.9495 | +| 0.8729 | 3.1163 | 804 | 0.8814 | 0.2961 | 0.8814 | 0.9388 | +| 0.8729 | 3.1240 | 806 | 0.9492 | 0.2438 | 0.9492 | 0.9743 | +| 0.8729 | 3.1318 | 808 | 1.0662 | 0.1297 | 1.0662 | 1.0326 | +| 0.8729 | 3.1395 | 810 | 1.0596 | 0.1297 | 1.0596 | 1.0294 | +| 0.8729 | 3.1473 | 812 | 1.0590 | 0.1923 | 1.0590 | 1.0291 | +| 0.8729 | 3.1550 | 814 | 1.0716 | 0.1538 | 1.0716 | 1.0352 | +| 0.8729 | 3.1628 | 816 | 1.1451 | 0.1538 | 1.1451 | 1.0701 | +| 0.8729 | 3.1705 | 818 | 1.2451 | 0.1297 | 1.2451 | 1.1159 | +| 0.8729 | 3.1783 | 820 | 1.4117 | 0.1137 | 1.4117 | 1.1881 | +| 0.8729 | 3.1860 | 822 | 1.4709 | 0.0644 | 1.4709 | 1.2128 | +| 0.8729 | 3.1938 | 824 | 1.4087 | 0.0644 | 1.4087 | 1.1869 | +| 0.8729 | 3.2016 | 826 | 1.2422 | 0.1297 | 1.2422 | 1.1146 | +| 0.8729 | 3.2093 | 828 | 1.0224 | 0.1417 | 1.0224 | 1.0112 | +| 0.8729 | 3.2171 | 830 | 0.8853 | 0.2674 | 0.8853 | 0.9409 | +| 0.8729 | 3.2248 | 832 | 0.8097 | 0.2674 | 0.8097 | 0.8998 | +| 0.8729 | 3.2326 | 834 | 0.7940 | 0.2674 | 0.7940 | 0.8911 | +| 0.8729 | 3.2403 | 836 | 0.8251 | 0.2674 | 0.8251 | 0.9084 | +| 0.8729 | 3.2481 | 838 | 0.9098 | 0.2050 | 0.9098 | 0.9538 | +| 0.8729 | 3.2558 | 840 | 0.9485 | 0.1538 | 0.9485 | 0.9739 | +| 0.8729 | 3.2636 | 842 | 1.0079 | 0.1979 | 1.0079 | 1.0039 | +| 0.8729 | 3.2713 | 844 | 1.1200 | 0.1979 | 1.1200 | 1.0583 | +| 0.8729 | 3.2791 | 846 | 1.0703 | 0.1979 | 1.0703 | 1.0346 | +| 0.8729 | 3.2868 | 848 | 0.9635 | 0.1979 | 0.9635 | 0.9816 | +| 0.8729 | 3.2946 | 850 | 0.8800 | 0.2050 | 0.8800 | 0.9381 | +| 0.8729 | 3.3023 | 852 | 0.8505 | 0.2050 | 0.8505 | 0.9222 | +| 0.8729 | 3.3101 | 854 | 0.8793 | 0.1417 | 0.8793 | 0.9377 | +| 0.8729 | 3.3178 | 856 | 0.8819 | 0.1297 | 0.8819 | 0.9391 | +| 0.8729 | 3.3256 | 858 | 0.8676 | 0.1473 | 0.8676 | 0.9315 | +| 0.8729 | 3.3333 | 860 | 0.8932 | 0.1473 | 0.8932 | 0.9451 | +| 0.8729 | 3.3411 | 862 | 0.9011 | 0.1473 | 0.9011 | 0.9493 | +| 0.8729 | 3.3488 | 864 | 0.9528 | 0.1297 | 0.9528 | 0.9761 | +| 0.8729 | 3.3566 | 866 | 1.0730 | 0.1683 | 1.0730 | 1.0359 | +| 0.8729 | 3.3643 | 868 | 1.0508 | 0.1860 | 1.0508 | 1.0251 | +| 0.8729 | 3.3721 | 870 | 0.9848 | 0.1297 | 0.9848 | 0.9924 | +| 0.8729 | 3.3798 | 872 | 0.8922 | 0.1923 | 0.8922 | 0.9446 | +| 0.8729 | 3.3876 | 874 | 0.9030 | 0.1923 | 0.9030 | 0.9502 | +| 0.8729 | 3.3953 | 876 | 0.8007 | 0.3951 | 0.8007 | 0.8948 | +| 0.8729 | 3.4031 | 878 | 0.7610 | 0.3951 | 0.7610 | 0.8723 | +| 0.8729 | 3.4109 | 880 | 0.7863 | 0.3636 | 0.7863 | 0.8868 | +| 0.8729 | 3.4186 | 882 | 0.8103 | 0.3636 | 0.8103 | 0.9002 | +| 0.8729 | 3.4264 | 884 | 0.9167 | 0.3636 | 0.9167 | 0.9575 | +| 0.8729 | 3.4341 | 886 | 1.0636 | 0.2438 | 1.0636 | 1.0313 | +| 0.8729 | 3.4419 | 888 | 1.1162 | 0.2438 | 1.1162 | 1.0565 | +| 0.8729 | 3.4496 | 890 | 1.0484 | 0.2438 | 1.0484 | 1.0239 | +| 0.8729 | 3.4574 | 892 | 0.9836 | 0.2961 | 0.9836 | 0.9918 | +| 0.8729 | 3.4651 | 894 | 1.0375 | 0.2961 | 1.0375 | 1.0186 | +| 0.8729 | 3.4729 | 896 | 1.0539 | 0.2438 | 1.0539 | 1.0266 | +| 0.8729 | 3.4806 | 898 | 0.9918 | 0.2961 | 0.9918 | 0.9959 | +| 0.8729 | 3.4884 | 900 | 0.9655 | 0.2961 | 0.9655 | 0.9826 | +| 0.8729 | 3.4961 | 902 | 0.9985 | 0.2961 | 0.9985 | 0.9992 | +| 0.8729 | 3.5039 | 904 | 0.9581 | 0.2438 | 0.9581 | 0.9788 | +| 0.8729 | 3.5116 | 906 | 0.8645 | 0.2961 | 0.8645 | 0.9298 | +| 0.8729 | 3.5194 | 908 | 0.7772 | 0.4300 | 0.7772 | 0.8816 | +| 0.8729 | 3.5271 | 910 | 0.7153 | 0.4300 | 0.7153 | 0.8458 | +| 0.8729 | 3.5349 | 912 | 0.6339 | 0.4300 | 0.6339 | 0.7962 | +| 0.8729 | 3.5426 | 914 | 0.5808 | 0.4390 | 0.5808 | 0.7621 | +| 0.8729 | 3.5504 | 916 | 0.5750 | 0.4390 | 0.5750 | 0.7583 | +| 0.8729 | 3.5581 | 918 | 0.6370 | 0.4300 | 0.6370 | 0.7981 | +| 0.8729 | 3.5659 | 920 | 0.8279 | 0.2133 | 0.8279 | 0.9099 | +| 0.8729 | 3.5736 | 922 | 1.2017 | 0.0855 | 1.2017 | 1.0962 | +| 0.8729 | 3.5814 | 924 | 1.5121 | 0.1538 | 1.5121 | 1.2297 | +| 0.8729 | 3.5891 | 926 | 1.5747 | 0.1934 | 1.5747 | 1.2549 | +| 0.8729 | 3.5969 | 928 | 1.3521 | 0.1370 | 1.3521 | 1.1628 | +| 0.8729 | 3.6047 | 930 | 1.0241 | 0.1297 | 1.0241 | 1.0120 | +| 0.8729 | 3.6124 | 932 | 0.7826 | 0.3226 | 0.7826 | 0.8846 | +| 0.8729 | 3.6202 | 934 | 0.6546 | 0.4474 | 0.6546 | 0.8091 | +| 0.8729 | 3.6279 | 936 | 0.6481 | 0.4474 | 0.6481 | 0.8051 | +| 0.8729 | 3.6357 | 938 | 0.6747 | 0.4474 | 0.6747 | 0.8214 | +| 0.8729 | 3.6434 | 940 | 0.7578 | 0.3677 | 0.7578 | 0.8705 | +| 0.8729 | 3.6512 | 942 | 0.8733 | 0.2000 | 0.8733 | 0.9345 | +| 0.8729 | 3.6589 | 944 | 1.0235 | 0.1297 | 1.0235 | 1.0117 | +| 0.8729 | 3.6667 | 946 | 1.0675 | 0.1297 | 1.0675 | 1.0332 | +| 0.8729 | 3.6744 | 948 | 0.9799 | 0.1798 | 0.9799 | 0.9899 | +| 0.8729 | 3.6822 | 950 | 0.9685 | 0.1923 | 0.9685 | 0.9841 | +| 0.8729 | 3.6899 | 952 | 0.9451 | 0.2438 | 0.9451 | 0.9721 | +| 0.8729 | 3.6977 | 954 | 0.7928 | 0.3226 | 0.7928 | 0.8904 | +| 0.8729 | 3.7054 | 956 | 0.6577 | 0.4474 | 0.6577 | 0.8110 | +| 0.8729 | 3.7132 | 958 | 0.6397 | 0.4474 | 0.6397 | 0.7998 | +| 0.8729 | 3.7209 | 960 | 0.6349 | 0.4474 | 0.6349 | 0.7968 | +| 0.8729 | 3.7287 | 962 | 0.7078 | 0.4300 | 0.7078 | 0.8413 | +| 0.8729 | 3.7364 | 964 | 0.7848 | 0.3226 | 0.7848 | 0.8859 | +| 0.8729 | 3.7442 | 966 | 0.8310 | 0.3226 | 0.8310 | 0.9116 | +| 0.8729 | 3.7519 | 968 | 0.8027 | 0.3226 | 0.8027 | 0.8960 | +| 0.8729 | 3.7597 | 970 | 0.7189 | 0.4300 | 0.7189 | 0.8479 | +| 0.8729 | 3.7674 | 972 | 0.7166 | 0.4474 | 0.7166 | 0.8465 | +| 0.8729 | 3.7752 | 974 | 0.7126 | 0.4474 | 0.7126 | 0.8442 | +| 0.8729 | 3.7829 | 976 | 0.7701 | 0.3373 | 0.7701 | 0.8775 | +| 0.8729 | 3.7907 | 978 | 0.8945 | 0.2438 | 0.8945 | 0.9458 | +| 0.8729 | 3.7984 | 980 | 1.0772 | 0.2593 | 1.0772 | 1.0379 | +| 0.8729 | 3.8062 | 982 | 1.1457 | 0.2593 | 1.1457 | 1.0704 | +| 0.8729 | 3.8140 | 984 | 1.0759 | 0.2593 | 1.0759 | 1.0373 | +| 0.8729 | 3.8217 | 986 | 0.9828 | 0.2438 | 0.9828 | 0.9913 | +| 0.8729 | 3.8295 | 988 | 0.8793 | 0.3099 | 0.8793 | 0.9377 | +| 0.8729 | 3.8372 | 990 | 0.7785 | 0.4717 | 0.7785 | 0.8823 | +| 0.8729 | 3.8450 | 992 | 0.7582 | 0.4717 | 0.7582 | 0.8707 | +| 0.8729 | 3.8527 | 994 | 0.8282 | 0.3364 | 0.8282 | 0.9100 | +| 0.8729 | 3.8605 | 996 | 0.9962 | 0.2438 | 0.9962 | 0.9981 | +| 0.8729 | 3.8682 | 998 | 1.1381 | 0.1798 | 1.1381 | 1.0668 | +| 0.4485 | 3.8760 | 1000 | 1.1180 | 0.1798 | 1.1180 | 1.0573 | +| 0.4485 | 3.8837 | 1002 | 1.1432 | 0.1297 | 1.1432 | 1.0692 | +| 0.4485 | 3.8915 | 1004 | 1.1427 | 0.1297 | 1.1427 | 1.0690 | +| 0.4485 | 3.8992 | 1006 | 1.0386 | 0.2308 | 1.0386 | 1.0191 | +| 0.4485 | 3.9070 | 1008 | 0.9989 | 0.2438 | 0.9989 | 0.9994 | +| 0.4485 | 3.9147 | 1010 | 0.9631 | 0.2438 | 0.9631 | 0.9814 | +| 0.4485 | 3.9225 | 1012 | 0.9933 | 0.2438 | 0.9933 | 0.9967 | +| 0.4485 | 3.9302 | 1014 | 0.9742 | 0.2961 | 0.9742 | 0.9870 | +| 0.4485 | 3.9380 | 1016 | 1.0084 | 0.2961 | 1.0084 | 1.0042 | +| 0.4485 | 3.9457 | 1018 | 1.0444 | 0.2438 | 1.0444 | 1.0220 | +| 0.4485 | 3.9535 | 1020 | 1.0967 | 0.2438 | 1.0967 | 1.0473 | +| 0.4485 | 3.9612 | 1022 | 1.0422 | 0.2438 | 1.0422 | 1.0209 | +| 0.4485 | 3.9690 | 1024 | 1.0008 | 0.2438 | 1.0008 | 1.0004 | +| 0.4485 | 3.9767 | 1026 | 1.0334 | 0.2438 | 1.0334 | 1.0165 | +| 0.4485 | 3.9845 | 1028 | 1.1511 | 0.2308 | 1.1511 | 1.0729 | +| 0.4485 | 3.9922 | 1030 | 1.2044 | 0.1297 | 1.2044 | 1.0974 | +| 0.4485 | 4.0 | 1032 | 1.1466 | 0.1297 | 1.1467 | 1.0708 | +| 0.4485 | 4.0078 | 1034 | 1.0195 | 0.1798 | 1.0195 | 1.0097 | +| 0.4485 | 4.0155 | 1036 | 0.9233 | 0.2308 | 0.9233 | 0.9609 | +| 0.4485 | 4.0233 | 1038 | 0.8616 | 0.3364 | 0.8616 | 0.9282 | +| 0.4485 | 4.0310 | 1040 | 0.8228 | 0.3364 | 0.8228 | 0.9071 | +| 0.4485 | 4.0388 | 1042 | 0.8126 | 0.3364 | 0.8126 | 0.9015 | +| 0.4485 | 4.0465 | 1044 | 0.8519 | 0.3364 | 0.8519 | 0.9230 | +| 0.4485 | 4.0543 | 1046 | 0.9662 | 0.2438 | 0.9662 | 0.9830 | +| 0.4485 | 4.0620 | 1048 | 1.1399 | 0.1923 | 1.1399 | 1.0676 | +| 0.4485 | 4.0698 | 1050 | 1.1913 | 0.1417 | 1.1913 | 1.0915 | +| 0.4485 | 4.0775 | 1052 | 1.0695 | 0.2438 | 1.0695 | 1.0342 | +| 0.4485 | 4.0853 | 1054 | 0.9865 | 0.2438 | 0.9865 | 0.9932 | +| 0.4485 | 4.0930 | 1056 | 0.9163 | 0.3081 | 0.9163 | 0.9572 | +| 0.4485 | 4.1008 | 1058 | 0.8343 | 0.3364 | 0.8343 | 0.9134 | +| 0.4485 | 4.1085 | 1060 | 0.7264 | 0.3226 | 0.7264 | 0.8523 | +| 0.4485 | 4.1163 | 1062 | 0.6646 | 0.3549 | 0.6646 | 0.8152 | +| 0.4485 | 4.1240 | 1064 | 0.6892 | 0.3549 | 0.6892 | 0.8302 | +| 0.4485 | 4.1318 | 1066 | 0.8261 | 0.2788 | 0.8261 | 0.9089 | +| 0.4485 | 4.1395 | 1068 | 0.9260 | 0.2222 | 0.9260 | 0.9623 | +| 0.4485 | 4.1473 | 1070 | 1.0696 | 0.1473 | 1.0696 | 1.0342 | +| 0.4485 | 4.1550 | 1072 | 1.1258 | 0.1137 | 1.1258 | 1.0611 | +| 0.4485 | 4.1628 | 1074 | 1.0909 | 0.1137 | 1.0909 | 1.0444 | +| 0.4485 | 4.1705 | 1076 | 1.0129 | 0.1600 | 1.0129 | 1.0064 | +| 0.4485 | 4.1783 | 1078 | 0.8882 | 0.2788 | 0.8882 | 0.9424 | +| 0.4485 | 4.1860 | 1080 | 0.7819 | 0.3677 | 0.7819 | 0.8842 | +| 0.4485 | 4.1938 | 1082 | 0.7295 | 0.3677 | 0.7295 | 0.8541 | +| 0.4485 | 4.2016 | 1084 | 0.7697 | 0.3364 | 0.7697 | 0.8773 | +| 0.4485 | 4.2093 | 1086 | 0.7552 | 0.3677 | 0.7552 | 0.8690 | +| 0.4485 | 4.2171 | 1088 | 0.8011 | 0.3364 | 0.8011 | 0.8950 | +| 0.4485 | 4.2248 | 1090 | 0.8960 | 0.3081 | 0.8960 | 0.9466 | +| 0.4485 | 4.2326 | 1092 | 0.9883 | 0.2222 | 0.9883 | 0.9942 | +| 0.4485 | 4.2403 | 1094 | 1.1425 | 0.1250 | 1.1425 | 1.0689 | +| 0.4485 | 4.2481 | 1096 | 1.1545 | 0.1732 | 1.1545 | 1.0745 | +| 0.4485 | 4.2558 | 1098 | 1.1932 | 0.2184 | 1.1932 | 1.0923 | +| 0.4485 | 4.2636 | 1100 | 1.1052 | 0.2222 | 1.1052 | 1.0513 | +| 0.4485 | 4.2713 | 1102 | 0.9515 | 0.2438 | 0.9515 | 0.9754 | +| 0.4485 | 4.2791 | 1104 | 0.8389 | 0.3951 | 0.8389 | 0.9159 | +| 0.4485 | 4.2868 | 1106 | 0.7737 | 0.4832 | 0.7737 | 0.8796 | +| 0.4485 | 4.2946 | 1108 | 0.7747 | 0.4832 | 0.7747 | 0.8802 | +| 0.4485 | 4.3023 | 1110 | 0.8453 | 0.3951 | 0.8453 | 0.9194 | +| 0.4485 | 4.3101 | 1112 | 1.0551 | 0.2438 | 1.0551 | 1.0272 | +| 0.4485 | 4.3178 | 1114 | 1.2300 | 0.2641 | 1.2300 | 1.1091 | +| 0.4485 | 4.3256 | 1116 | 1.2108 | 0.1732 | 1.2108 | 1.1004 | +| 0.4485 | 4.3333 | 1118 | 1.0545 | 0.2222 | 1.0545 | 1.0269 | +| 0.4485 | 4.3411 | 1120 | 0.9029 | 0.2438 | 0.9029 | 0.9502 | +| 0.4485 | 4.3488 | 1122 | 0.8437 | 0.3677 | 0.8437 | 0.9185 | +| 0.4485 | 4.3566 | 1124 | 0.7983 | 0.3677 | 0.7983 | 0.8935 | +| 0.4485 | 4.3643 | 1126 | 0.7989 | 0.3677 | 0.7989 | 0.8938 | +| 0.4485 | 4.3721 | 1128 | 0.8432 | 0.2936 | 0.8432 | 0.9183 | +| 0.4485 | 4.3798 | 1130 | 0.9841 | 0.2222 | 0.9841 | 0.9920 | +| 0.4485 | 4.3876 | 1132 | 1.0775 | 0.2100 | 1.0775 | 1.0380 | +| 0.4485 | 4.3953 | 1134 | 1.0844 | 0.2100 | 1.0844 | 1.0414 | +| 0.4485 | 4.4031 | 1136 | 0.9696 | 0.2222 | 0.9696 | 0.9847 | +| 0.4485 | 4.4109 | 1138 | 0.8069 | 0.2674 | 0.8069 | 0.8983 | +| 0.4485 | 4.4186 | 1140 | 0.7653 | 0.4300 | 0.7653 | 0.8748 | +| 0.4485 | 4.4264 | 1142 | 0.7438 | 0.4300 | 0.7438 | 0.8624 | +| 0.4485 | 4.4341 | 1144 | 0.7977 | 0.3951 | 0.7977 | 0.8931 | +| 0.4485 | 4.4419 | 1146 | 0.9518 | 0.1798 | 0.9518 | 0.9756 | +| 0.4485 | 4.4496 | 1148 | 1.0963 | 0.1615 | 1.0963 | 1.0471 | +| 0.4485 | 4.4574 | 1150 | 1.1656 | 0.1796 | 1.1656 | 1.0796 | +| 0.4485 | 4.4651 | 1152 | 1.1019 | 0.1615 | 1.1019 | 1.0497 | +| 0.4485 | 4.4729 | 1154 | 0.9997 | 0.1798 | 0.9997 | 0.9999 | +| 0.4485 | 4.4806 | 1156 | 0.8673 | 0.1798 | 0.8673 | 0.9313 | +| 0.4485 | 4.4884 | 1158 | 0.7808 | 0.3364 | 0.7808 | 0.8836 | +| 0.4485 | 4.4961 | 1160 | 0.7283 | 0.4548 | 0.7283 | 0.8534 | +| 0.4485 | 4.5039 | 1162 | 0.7386 | 0.4548 | 0.7386 | 0.8594 | +| 0.4485 | 4.5116 | 1164 | 0.7638 | 0.4201 | 0.7638 | 0.8739 | +| 0.4485 | 4.5194 | 1166 | 0.7472 | 0.4717 | 0.7472 | 0.8644 | +| 0.4485 | 4.5271 | 1168 | 0.7811 | 0.3787 | 0.7811 | 0.8838 | +| 0.4485 | 4.5349 | 1170 | 0.8335 | 0.2961 | 0.8335 | 0.9130 | +| 0.4485 | 4.5426 | 1172 | 0.8761 | 0.2961 | 0.8761 | 0.9360 | +| 0.4485 | 4.5504 | 1174 | 0.9510 | 0.1923 | 0.9510 | 0.9752 | +| 0.4485 | 4.5581 | 1176 | 1.0500 | 0.1923 | 1.0500 | 1.0247 | +| 0.4485 | 4.5659 | 1178 | 1.0609 | 0.1923 | 1.0609 | 1.0300 | +| 0.4485 | 4.5736 | 1180 | 1.0284 | 0.1923 | 1.0284 | 1.0141 | +| 0.4485 | 4.5814 | 1182 | 1.0343 | 0.1923 | 1.0343 | 1.0170 | +| 0.4485 | 4.5891 | 1184 | 0.9300 | 0.1923 | 0.9300 | 0.9643 | +| 0.4485 | 4.5969 | 1186 | 0.8484 | 0.2961 | 0.8484 | 0.9211 | +| 0.4485 | 4.6047 | 1188 | 0.8022 | 0.3636 | 0.8022 | 0.8957 | +| 0.4485 | 4.6124 | 1190 | 0.7916 | 0.3636 | 0.7916 | 0.8897 | +| 0.4485 | 4.6202 | 1192 | 0.8272 | 0.2536 | 0.8272 | 0.9095 | +| 0.4485 | 4.6279 | 1194 | 0.8348 | 0.2536 | 0.8348 | 0.9137 | +| 0.4485 | 4.6357 | 1196 | 0.8545 | 0.2536 | 0.8545 | 0.9244 | +| 0.4485 | 4.6434 | 1198 | 0.8574 | 0.2536 | 0.8574 | 0.9259 | +| 0.4485 | 4.6512 | 1200 | 0.9151 | 0.24 | 0.9151 | 0.9566 | +| 0.4485 | 4.6589 | 1202 | 0.9779 | 0.1297 | 0.9779 | 0.9889 | +| 0.4485 | 4.6667 | 1204 | 0.9582 | 0.1923 | 0.9582 | 0.9789 | +| 0.4485 | 4.6744 | 1206 | 0.8511 | 0.2536 | 0.8511 | 0.9226 | +| 0.4485 | 4.6822 | 1208 | 0.7780 | 0.3951 | 0.7780 | 0.8820 | +| 0.4485 | 4.6899 | 1210 | 0.7783 | 0.3951 | 0.7783 | 0.8822 | +| 0.4485 | 4.6977 | 1212 | 0.8314 | 0.3081 | 0.8314 | 0.9118 | +| 0.4485 | 4.7054 | 1214 | 0.8906 | 0.2536 | 0.8906 | 0.9437 | +| 0.4485 | 4.7132 | 1216 | 0.9916 | 0.1923 | 0.9916 | 0.9958 | +| 0.4485 | 4.7209 | 1218 | 1.0692 | 0.1297 | 1.0692 | 1.0340 | +| 0.4485 | 4.7287 | 1220 | 1.1064 | 0.1297 | 1.1064 | 1.0518 | +| 0.4485 | 4.7364 | 1222 | 1.0545 | 0.1297 | 1.0545 | 1.0269 | +| 0.4485 | 4.7442 | 1224 | 1.0483 | 0.1297 | 1.0483 | 1.0239 | +| 0.4485 | 4.7519 | 1226 | 1.0823 | 0.1297 | 1.0823 | 1.0403 | +| 0.4485 | 4.7597 | 1228 | 1.0854 | 0.1297 | 1.0854 | 1.0418 | +| 0.4485 | 4.7674 | 1230 | 1.1001 | 0.1923 | 1.1001 | 1.0488 | +| 0.4485 | 4.7752 | 1232 | 0.9700 | 0.1923 | 0.9700 | 0.9849 | +| 0.4485 | 4.7829 | 1234 | 0.7807 | 0.3787 | 0.7807 | 0.8835 | +| 0.4485 | 4.7907 | 1236 | 0.7005 | 0.4112 | 0.7005 | 0.8370 | +| 0.4485 | 4.7984 | 1238 | 0.7067 | 0.4112 | 0.7067 | 0.8406 | +| 0.4485 | 4.8062 | 1240 | 0.7473 | 0.4112 | 0.7473 | 0.8645 | +| 0.4485 | 4.8140 | 1242 | 0.8442 | 0.1923 | 0.8442 | 0.9188 | +| 0.4485 | 4.8217 | 1244 | 0.9081 | 0.1297 | 0.9081 | 0.9530 | +| 0.4485 | 4.8295 | 1246 | 0.8846 | 0.1297 | 0.8846 | 0.9406 | +| 0.4485 | 4.8372 | 1248 | 0.8396 | 0.2000 | 0.8396 | 0.9163 | +| 0.4485 | 4.8450 | 1250 | 0.8082 | 0.3212 | 0.8082 | 0.8990 | +| 0.4485 | 4.8527 | 1252 | 0.8203 | 0.3212 | 0.8203 | 0.9057 | +| 0.4485 | 4.8605 | 1254 | 0.8125 | 0.3212 | 0.8125 | 0.9014 | +| 0.4485 | 4.8682 | 1256 | 0.8061 | 0.3519 | 0.8061 | 0.8978 | +| 0.4485 | 4.8760 | 1258 | 0.8133 | 0.4112 | 0.8133 | 0.9019 | +| 0.4485 | 4.8837 | 1260 | 0.8714 | 0.3099 | 0.8714 | 0.9335 | +| 0.4485 | 4.8915 | 1262 | 0.9973 | 0.2961 | 0.9973 | 0.9986 | +| 0.4485 | 4.8992 | 1264 | 1.1614 | 0.2072 | 1.1614 | 1.0777 | +| 0.4485 | 4.9070 | 1266 | 1.3626 | 0.1793 | 1.3626 | 1.1673 | +| 0.4485 | 4.9147 | 1268 | 1.3635 | 0.1793 | 1.3635 | 1.1677 | +| 0.4485 | 4.9225 | 1270 | 1.2288 | 0.2072 | 1.2288 | 1.1085 | +| 0.4485 | 4.9302 | 1272 | 1.0009 | 0.1798 | 1.0009 | 1.0005 | +| 0.4485 | 4.9380 | 1274 | 0.7964 | 0.3364 | 0.7964 | 0.8924 | +| 0.4485 | 4.9457 | 1276 | 0.6860 | 0.3951 | 0.6860 | 0.8283 | +| 0.4485 | 4.9535 | 1278 | 0.6150 | 0.4878 | 0.6150 | 0.7842 | +| 0.4485 | 4.9612 | 1280 | 0.6108 | 0.5070 | 0.6108 | 0.7816 | +| 0.4485 | 4.9690 | 1282 | 0.6626 | 0.4548 | 0.6626 | 0.8140 | +| 0.4485 | 4.9767 | 1284 | 0.7738 | 0.3364 | 0.7738 | 0.8796 | +| 0.4485 | 4.9845 | 1286 | 0.8573 | 0.1923 | 0.8573 | 0.9259 | +| 0.4485 | 4.9922 | 1288 | 0.9416 | 0.1798 | 0.9416 | 0.9703 | +| 0.4485 | 5.0 | 1290 | 0.9430 | 0.1798 | 0.9430 | 0.9711 | +| 0.4485 | 5.0078 | 1292 | 0.9949 | 0.1798 | 0.9949 | 0.9975 | +| 0.4485 | 5.0155 | 1294 | 1.0510 | 0.1979 | 1.0510 | 1.0252 | +| 0.4485 | 5.0233 | 1296 | 0.9664 | 0.1798 | 0.9664 | 0.9831 | +| 0.4485 | 5.0310 | 1298 | 0.8729 | 0.2961 | 0.8729 | 0.9343 | +| 0.4485 | 5.0388 | 1300 | 0.8770 | 0.2961 | 0.8770 | 0.9365 | +| 0.4485 | 5.0465 | 1302 | 0.8457 | 0.2961 | 0.8457 | 0.9196 | +| 0.4485 | 5.0543 | 1304 | 0.8071 | 0.2961 | 0.8071 | 0.8984 | +| 0.4485 | 5.0620 | 1306 | 0.7819 | 0.3099 | 0.7819 | 0.8843 | +| 0.4485 | 5.0698 | 1308 | 0.7721 | 0.4358 | 0.7721 | 0.8787 | +| 0.4485 | 5.0775 | 1310 | 0.8125 | 0.2961 | 0.8125 | 0.9014 | +| 0.4485 | 5.0853 | 1312 | 0.8686 | 0.2961 | 0.8686 | 0.9320 | +| 0.4485 | 5.0930 | 1314 | 0.9335 | 0.2100 | 0.9335 | 0.9662 | +| 0.4485 | 5.1008 | 1316 | 0.9454 | 0.2100 | 0.9454 | 0.9723 | +| 0.4485 | 5.1085 | 1318 | 0.9070 | 0.1923 | 0.9070 | 0.9524 | +| 0.4485 | 5.1163 | 1320 | 0.8262 | 0.2438 | 0.8262 | 0.9089 | +| 0.4485 | 5.1240 | 1322 | 0.8045 | 0.3787 | 0.8045 | 0.8969 | +| 0.4485 | 5.1318 | 1324 | 0.7529 | 0.4358 | 0.7529 | 0.8677 | +| 0.4485 | 5.1395 | 1326 | 0.7726 | 0.4358 | 0.7726 | 0.8790 | +| 0.4485 | 5.1473 | 1328 | 0.8766 | 0.1923 | 0.8766 | 0.9363 | +| 0.4485 | 5.1550 | 1330 | 1.0485 | 0.1979 | 1.0485 | 1.0240 | +| 0.4485 | 5.1628 | 1332 | 1.0806 | 0.1979 | 1.0806 | 1.0395 | +| 0.4485 | 5.1705 | 1334 | 0.9963 | 0.1798 | 0.9963 | 0.9981 | +| 0.4485 | 5.1783 | 1336 | 0.9285 | 0.1798 | 0.9285 | 0.9636 | +| 0.4485 | 5.1860 | 1338 | 0.9109 | 0.1798 | 0.9109 | 0.9544 | +| 0.4485 | 5.1938 | 1340 | 0.9139 | 0.1798 | 0.9139 | 0.9560 | +| 0.4485 | 5.2016 | 1342 | 0.9285 | 0.1798 | 0.9285 | 0.9636 | +| 0.4485 | 5.2093 | 1344 | 0.9749 | 0.1798 | 0.9749 | 0.9874 | +| 0.4485 | 5.2171 | 1346 | 0.9684 | 0.1798 | 0.9684 | 0.9841 | +| 0.4485 | 5.2248 | 1348 | 0.9296 | 0.1798 | 0.9296 | 0.9642 | +| 0.4485 | 5.2326 | 1350 | 0.8582 | 0.1923 | 0.8582 | 0.9264 | +| 0.4485 | 5.2403 | 1352 | 0.8461 | 0.1923 | 0.8461 | 0.9198 | +| 0.4485 | 5.2481 | 1354 | 0.8305 | 0.1923 | 0.8305 | 0.9113 | +| 0.4485 | 5.2558 | 1356 | 0.8250 | 0.1923 | 0.8250 | 0.9083 | +| 0.4485 | 5.2636 | 1358 | 0.8913 | 0.1923 | 0.8913 | 0.9441 | +| 0.4485 | 5.2713 | 1360 | 1.0341 | 0.1923 | 1.0341 | 1.0169 | +| 0.4485 | 5.2791 | 1362 | 1.1791 | 0.1923 | 1.1791 | 1.0858 | +| 0.4485 | 5.2868 | 1364 | 1.2194 | 0.1923 | 1.2194 | 1.1043 | +| 0.4485 | 5.2946 | 1366 | 1.1484 | 0.1923 | 1.1484 | 1.0716 | +| 0.4485 | 5.3023 | 1368 | 1.0563 | 0.1923 | 1.0563 | 1.0278 | +| 0.4485 | 5.3101 | 1370 | 0.9669 | 0.1923 | 0.9669 | 0.9833 | +| 0.4485 | 5.3178 | 1372 | 0.8466 | 0.3099 | 0.8466 | 0.9201 | +| 0.4485 | 5.3256 | 1374 | 0.8127 | 0.3099 | 0.8127 | 0.9015 | +| 0.4485 | 5.3333 | 1376 | 0.8437 | 0.2961 | 0.8437 | 0.9186 | +| 0.4485 | 5.3411 | 1378 | 0.9524 | 0.1923 | 0.9524 | 0.9759 | +| 0.4485 | 5.3488 | 1380 | 1.0267 | 0.1923 | 1.0267 | 1.0132 | +| 0.4485 | 5.3566 | 1382 | 1.0083 | 0.1923 | 1.0083 | 1.0041 | +| 0.4485 | 5.3643 | 1384 | 0.8798 | 0.2961 | 0.8798 | 0.9380 | +| 0.4485 | 5.3721 | 1386 | 0.7963 | 0.3951 | 0.7963 | 0.8923 | +| 0.4485 | 5.3798 | 1388 | 0.7859 | 0.3951 | 0.7859 | 0.8865 | +| 0.4485 | 5.3876 | 1390 | 0.7542 | 0.3844 | 0.7542 | 0.8684 | +| 0.4485 | 5.3953 | 1392 | 0.7686 | 0.3951 | 0.7686 | 0.8767 | +| 0.4485 | 5.4031 | 1394 | 0.7536 | 0.3951 | 0.7536 | 0.8681 | +| 0.4485 | 5.4109 | 1396 | 0.7799 | 0.3364 | 0.7799 | 0.8831 | +| 0.4485 | 5.4186 | 1398 | 0.8861 | 0.1923 | 0.8861 | 0.9413 | +| 0.4485 | 5.4264 | 1400 | 1.0563 | 0.1798 | 1.0563 | 1.0278 | +| 0.4485 | 5.4341 | 1402 | 1.1848 | 0.1798 | 1.1848 | 1.0885 | +| 0.4485 | 5.4419 | 1404 | 1.1830 | 0.1798 | 1.1830 | 1.0876 | +| 0.4485 | 5.4496 | 1406 | 1.0456 | 0.1798 | 1.0456 | 1.0225 | +| 0.4485 | 5.4574 | 1408 | 0.9057 | 0.1923 | 0.9057 | 0.9517 | +| 0.4485 | 5.4651 | 1410 | 0.7944 | 0.3636 | 0.7944 | 0.8913 | +| 0.4485 | 5.4729 | 1412 | 0.7485 | 0.3787 | 0.7485 | 0.8651 | +| 0.4485 | 5.4806 | 1414 | 0.7519 | 0.3787 | 0.7519 | 0.8671 | +| 0.4485 | 5.4884 | 1416 | 0.8184 | 0.3099 | 0.8184 | 0.9047 | +| 0.4485 | 5.4961 | 1418 | 0.8887 | 0.3099 | 0.8887 | 0.9427 | +| 0.4485 | 5.5039 | 1420 | 0.9525 | 0.2961 | 0.9525 | 0.9760 | +| 0.4485 | 5.5116 | 1422 | 1.0477 | 0.1923 | 1.0477 | 1.0236 | +| 0.4485 | 5.5194 | 1424 | 1.1539 | 0.1923 | 1.1539 | 1.0742 | +| 0.4485 | 5.5271 | 1426 | 1.1746 | 0.1923 | 1.1746 | 1.0838 | +| 0.4485 | 5.5349 | 1428 | 1.2045 | 0.1923 | 1.2045 | 1.0975 | +| 0.4485 | 5.5426 | 1430 | 1.1960 | 0.1923 | 1.1960 | 1.0936 | +| 0.4485 | 5.5504 | 1432 | 1.1033 | 0.1923 | 1.1033 | 1.0504 | +| 0.4485 | 5.5581 | 1434 | 0.9464 | 0.2438 | 0.9464 | 0.9728 | +| 0.4485 | 5.5659 | 1436 | 0.7958 | 0.3364 | 0.7958 | 0.8921 | +| 0.4485 | 5.5736 | 1438 | 0.7146 | 0.3677 | 0.7146 | 0.8454 | +| 0.4485 | 5.5814 | 1440 | 0.6790 | 0.4207 | 0.6790 | 0.8240 | +| 0.4485 | 5.5891 | 1442 | 0.6737 | 0.3984 | 0.6737 | 0.8208 | +| 0.4485 | 5.5969 | 1444 | 0.7010 | 0.3549 | 0.7010 | 0.8373 | +| 0.4485 | 5.6047 | 1446 | 0.7583 | 0.3514 | 0.7583 | 0.8708 | +| 0.4485 | 5.6124 | 1448 | 0.8271 | 0.2536 | 0.8271 | 0.9095 | +| 0.4485 | 5.6202 | 1450 | 0.9468 | 0.1798 | 0.9468 | 0.9731 | +| 0.4485 | 5.6279 | 1452 | 1.0239 | 0.1798 | 1.0239 | 1.0119 | +| 0.4485 | 5.6357 | 1454 | 1.0567 | 0.1798 | 1.0567 | 1.0280 | +| 0.4485 | 5.6434 | 1456 | 1.0134 | 0.2308 | 1.0134 | 1.0067 | +| 0.4485 | 5.6512 | 1458 | 0.8833 | 0.2674 | 0.8833 | 0.9399 | +| 0.4485 | 5.6589 | 1460 | 0.7694 | 0.3951 | 0.7694 | 0.8772 | +| 0.4485 | 5.6667 | 1462 | 0.7146 | 0.3951 | 0.7146 | 0.8454 | +| 0.4485 | 5.6744 | 1464 | 0.7115 | 0.3951 | 0.7115 | 0.8435 | +| 0.4485 | 5.6822 | 1466 | 0.7405 | 0.3951 | 0.7405 | 0.8605 | +| 0.4485 | 5.6899 | 1468 | 0.7660 | 0.3364 | 0.7660 | 0.8752 | +| 0.4485 | 5.6977 | 1470 | 0.8125 | 0.3364 | 0.8125 | 0.9014 | +| 0.4485 | 5.7054 | 1472 | 0.8242 | 0.2674 | 0.8242 | 0.9079 | +| 0.4485 | 5.7132 | 1474 | 0.8552 | 0.2674 | 0.8552 | 0.9248 | +| 0.4485 | 5.7209 | 1476 | 0.8944 | 0.2536 | 0.8944 | 0.9457 | +| 0.4485 | 5.7287 | 1478 | 0.8740 | 0.2536 | 0.8740 | 0.9349 | +| 0.4485 | 5.7364 | 1480 | 0.8313 | 0.2674 | 0.8313 | 0.9118 | +| 0.4485 | 5.7442 | 1482 | 0.7615 | 0.3364 | 0.7615 | 0.8726 | +| 0.4485 | 5.7519 | 1484 | 0.7256 | 0.4300 | 0.7256 | 0.8518 | +| 0.4485 | 5.7597 | 1486 | 0.7199 | 0.4300 | 0.7199 | 0.8485 | +| 0.4485 | 5.7674 | 1488 | 0.7515 | 0.3364 | 0.7515 | 0.8669 | +| 0.4485 | 5.7752 | 1490 | 0.8322 | 0.2308 | 0.8322 | 0.9123 | +| 0.4485 | 5.7829 | 1492 | 0.9291 | 0.2308 | 0.9291 | 0.9639 | +| 0.4485 | 5.7907 | 1494 | 0.9648 | 0.1798 | 0.9648 | 0.9823 | +| 0.4485 | 5.7984 | 1496 | 0.9129 | 0.2308 | 0.9129 | 0.9555 | +| 0.4485 | 5.8062 | 1498 | 0.8424 | 0.2308 | 0.8424 | 0.9178 | +| 0.2619 | 5.8140 | 1500 | 0.8376 | 0.2308 | 0.8376 | 0.9152 | +| 0.2619 | 5.8217 | 1502 | 0.8655 | 0.2308 | 0.8655 | 0.9303 | +| 0.2619 | 5.8295 | 1504 | 0.8470 | 0.2308 | 0.8470 | 0.9203 | +| 0.2619 | 5.8372 | 1506 | 0.7695 | 0.2788 | 0.7695 | 0.8772 | +| 0.2619 | 5.8450 | 1508 | 0.7283 | 0.2936 | 0.7283 | 0.8534 | +| 0.2619 | 5.8527 | 1510 | 0.7029 | 0.3677 | 0.7029 | 0.8384 | +| 0.2619 | 5.8605 | 1512 | 0.6940 | 0.3844 | 0.6940 | 0.8331 | +| 0.2619 | 5.8682 | 1514 | 0.6970 | 0.3844 | 0.6970 | 0.8348 | +| 0.2619 | 5.8760 | 1516 | 0.7341 | 0.2936 | 0.7341 | 0.8568 | +| 0.2619 | 5.8837 | 1518 | 0.8232 | 0.2308 | 0.8232 | 0.9073 | +| 0.2619 | 5.8915 | 1520 | 0.8607 | 0.2308 | 0.8607 | 0.9278 | +| 0.2619 | 5.8992 | 1522 | 0.8462 | 0.2308 | 0.8462 | 0.9199 | +| 0.2619 | 5.9070 | 1524 | 0.8105 | 0.2536 | 0.8105 | 0.9003 | +| 0.2619 | 5.9147 | 1526 | 0.7640 | 0.2788 | 0.7640 | 0.8741 | +| 0.2619 | 5.9225 | 1528 | 0.7551 | 0.2936 | 0.7551 | 0.8689 | +| 0.2619 | 5.9302 | 1530 | 0.7439 | 0.3677 | 0.7439 | 0.8625 | +| 0.2619 | 5.9380 | 1532 | 0.7889 | 0.2674 | 0.7889 | 0.8882 | +| 0.2619 | 5.9457 | 1534 | 0.8490 | 0.2308 | 0.8490 | 0.9214 | +| 0.2619 | 5.9535 | 1536 | 0.9399 | 0.1798 | 0.9399 | 0.9695 | +| 0.2619 | 5.9612 | 1538 | 0.9665 | 0.1798 | 0.9665 | 0.9831 | +| 0.2619 | 5.9690 | 1540 | 0.8988 | 0.1798 | 0.8988 | 0.9481 | +| 0.2619 | 5.9767 | 1542 | 0.7804 | 0.3364 | 0.7804 | 0.8834 | +| 0.2619 | 5.9845 | 1544 | 0.6813 | 0.3677 | 0.6813 | 0.8254 | +| 0.2619 | 5.9922 | 1546 | 0.6637 | 0.3677 | 0.6637 | 0.8146 | +| 0.2619 | 6.0 | 1548 | 0.6853 | 0.3677 | 0.6853 | 0.8278 | +| 0.2619 | 6.0078 | 1550 | 0.7444 | 0.3364 | 0.7444 | 0.8628 | +| 0.2619 | 6.0155 | 1552 | 0.8502 | 0.1798 | 0.8502 | 0.9220 | +| 0.2619 | 6.0233 | 1554 | 0.9622 | 0.1798 | 0.9622 | 0.9809 | +| 0.2619 | 6.0310 | 1556 | 1.0888 | 0.1683 | 1.0888 | 1.0435 | +| 0.2619 | 6.0388 | 1558 | 1.1323 | 0.1520 | 1.1323 | 1.0641 | +| 0.2619 | 6.0465 | 1560 | 1.0500 | 0.1137 | 1.0500 | 1.0247 | +| 0.2619 | 6.0543 | 1562 | 0.9958 | 0.1615 | 0.9958 | 0.9979 | +| 0.2619 | 6.0620 | 1564 | 0.9109 | 0.1798 | 0.9109 | 0.9544 | +| 0.2619 | 6.0698 | 1566 | 0.8490 | 0.1923 | 0.8490 | 0.9214 | +| 0.2619 | 6.0775 | 1568 | 0.8313 | 0.2438 | 0.8313 | 0.9118 | +| 0.2619 | 6.0853 | 1570 | 0.8915 | 0.1798 | 0.8915 | 0.9442 | +| 0.2619 | 6.0930 | 1572 | 0.9194 | 0.1798 | 0.9194 | 0.9589 | +| 0.2619 | 6.1008 | 1574 | 0.8657 | 0.1923 | 0.8657 | 0.9304 | +| 0.2619 | 6.1085 | 1576 | 0.8282 | 0.2438 | 0.8282 | 0.9101 | +| 0.2619 | 6.1163 | 1578 | 0.7886 | 0.2438 | 0.7886 | 0.8880 | +| 0.2619 | 6.1240 | 1580 | 0.8004 | 0.2438 | 0.8004 | 0.8947 | +| 0.2619 | 6.1318 | 1582 | 0.8523 | 0.2308 | 0.8523 | 0.9232 | +| 0.2619 | 6.1395 | 1584 | 0.8722 | 0.1798 | 0.8722 | 0.9339 | +| 0.2619 | 6.1473 | 1586 | 0.9039 | 0.2145 | 0.9039 | 0.9507 | +| 0.2619 | 6.1550 | 1588 | 0.8436 | 0.2308 | 0.8436 | 0.9185 | +| 0.2619 | 6.1628 | 1590 | 0.7726 | 0.2438 | 0.7726 | 0.8790 | +| 0.2619 | 6.1705 | 1592 | 0.7723 | 0.2674 | 0.7723 | 0.8788 | +| 0.2619 | 6.1783 | 1594 | 0.7892 | 0.2308 | 0.7892 | 0.8883 | +| 0.2619 | 6.1860 | 1596 | 0.7918 | 0.2308 | 0.7918 | 0.8898 | +| 0.2619 | 6.1938 | 1598 | 0.7604 | 0.3226 | 0.7604 | 0.8720 | +| 0.2619 | 6.2016 | 1600 | 0.7550 | 0.3519 | 0.7550 | 0.8689 | +| 0.2619 | 6.2093 | 1602 | 0.7690 | 0.2674 | 0.7690 | 0.8769 | +| 0.2619 | 6.2171 | 1604 | 0.8084 | 0.2308 | 0.8084 | 0.8991 | +| 0.2619 | 6.2248 | 1606 | 0.8196 | 0.2308 | 0.8196 | 0.9053 | +| 0.2619 | 6.2326 | 1608 | 0.8496 | 0.1798 | 0.8496 | 0.9218 | +| 0.2619 | 6.2403 | 1610 | 0.9623 | 0.1683 | 0.9623 | 0.9809 | +| 0.2619 | 6.2481 | 1612 | 1.0483 | 0.1689 | 1.0483 | 1.0239 | +| 0.2619 | 6.2558 | 1614 | 1.0419 | 0.1689 | 1.0419 | 1.0207 | +| 0.2619 | 6.2636 | 1616 | 0.9382 | 0.1683 | 0.9382 | 0.9686 | +| 0.2619 | 6.2713 | 1618 | 0.8611 | 0.1798 | 0.8611 | 0.9279 | +| 0.2619 | 6.2791 | 1620 | 0.8168 | 0.1798 | 0.8168 | 0.9038 | +| 0.2619 | 6.2868 | 1622 | 0.7967 | 0.2438 | 0.7967 | 0.8926 | +| 0.2619 | 6.2946 | 1624 | 0.7970 | 0.3099 | 0.7970 | 0.8927 | +| 0.2619 | 6.3023 | 1626 | 0.8648 | 0.2570 | 0.8648 | 0.9299 | +| 0.2619 | 6.3101 | 1628 | 0.9078 | 0.2570 | 0.9078 | 0.9528 | +| 0.2619 | 6.3178 | 1630 | 0.8976 | 0.2570 | 0.8976 | 0.9474 | +| 0.2619 | 6.3256 | 1632 | 0.8164 | 0.3099 | 0.8164 | 0.9036 | +| 0.2619 | 6.3333 | 1634 | 0.7681 | 0.3099 | 0.7681 | 0.8764 | +| 0.2619 | 6.3411 | 1636 | 0.7203 | 0.3373 | 0.7203 | 0.8487 | +| 0.2619 | 6.3488 | 1638 | 0.7260 | 0.3373 | 0.7260 | 0.8521 | +| 0.2619 | 6.3566 | 1640 | 0.7757 | 0.3373 | 0.7757 | 0.8807 | +| 0.2619 | 6.3643 | 1642 | 0.8909 | 0.2100 | 0.8909 | 0.9439 | +| 0.2619 | 6.3721 | 1644 | 1.0733 | 0.1520 | 1.0733 | 1.0360 | +| 0.2619 | 6.3798 | 1646 | 1.2047 | 0.1689 | 1.2047 | 1.0976 | +| 0.2619 | 6.3876 | 1648 | 1.2549 | 0.1689 | 1.2549 | 1.1202 | +| 0.2619 | 6.3953 | 1650 | 1.1881 | 0.1689 | 1.1881 | 1.0900 | +| 0.2619 | 6.4031 | 1652 | 1.0363 | 0.1520 | 1.0363 | 1.0180 | +| 0.2619 | 6.4109 | 1654 | 0.8769 | 0.2100 | 0.8769 | 0.9364 | +| 0.2619 | 6.4186 | 1656 | 0.7621 | 0.2674 | 0.7621 | 0.8730 | +| 0.2619 | 6.4264 | 1658 | 0.7294 | 0.3519 | 0.7294 | 0.8541 | +| 0.2619 | 6.4341 | 1660 | 0.7175 | 0.3364 | 0.7175 | 0.8471 | +| 0.2619 | 6.4419 | 1662 | 0.7237 | 0.3212 | 0.7237 | 0.8507 | +| 0.2619 | 6.4496 | 1664 | 0.7164 | 0.3514 | 0.7164 | 0.8464 | +| 0.2619 | 6.4574 | 1666 | 0.7079 | 0.3514 | 0.7079 | 0.8413 | +| 0.2619 | 6.4651 | 1668 | 0.7368 | 0.3514 | 0.7368 | 0.8584 | +| 0.2619 | 6.4729 | 1670 | 0.7871 | 0.2536 | 0.7871 | 0.8872 | +| 0.2619 | 6.4806 | 1672 | 0.8117 | 0.2536 | 0.8117 | 0.9010 | +| 0.2619 | 6.4884 | 1674 | 0.8162 | 0.2536 | 0.8162 | 0.9034 | +| 0.2619 | 6.4961 | 1676 | 0.8198 | 0.2536 | 0.8198 | 0.9054 | +| 0.2619 | 6.5039 | 1678 | 0.8133 | 0.2536 | 0.8133 | 0.9018 | +| 0.2619 | 6.5116 | 1680 | 0.8054 | 0.2788 | 0.8054 | 0.8975 | +| 0.2619 | 6.5194 | 1682 | 0.8111 | 0.2788 | 0.8111 | 0.9006 | +| 0.2619 | 6.5271 | 1684 | 0.8047 | 0.2788 | 0.8047 | 0.8970 | +| 0.2619 | 6.5349 | 1686 | 0.8013 | 0.2788 | 0.8013 | 0.8951 | +| 0.2619 | 6.5426 | 1688 | 0.7728 | 0.2788 | 0.7728 | 0.8791 | +| 0.2619 | 6.5504 | 1690 | 0.7776 | 0.2788 | 0.7776 | 0.8818 | +| 0.2619 | 6.5581 | 1692 | 0.8261 | 0.2536 | 0.8261 | 0.9089 | +| 0.2619 | 6.5659 | 1694 | 0.8592 | 0.2308 | 0.8592 | 0.9269 | +| 0.2619 | 6.5736 | 1696 | 0.8760 | 0.2308 | 0.8760 | 0.9360 | +| 0.2619 | 6.5814 | 1698 | 0.8563 | 0.2308 | 0.8563 | 0.9254 | +| 0.2619 | 6.5891 | 1700 | 0.8918 | 0.2308 | 0.8918 | 0.9444 | +| 0.2619 | 6.5969 | 1702 | 0.8829 | 0.2308 | 0.8829 | 0.9396 | +| 0.2619 | 6.6047 | 1704 | 0.8068 | 0.2308 | 0.8068 | 0.8982 | +| 0.2619 | 6.6124 | 1706 | 0.7512 | 0.3212 | 0.7512 | 0.8667 | +| 0.2619 | 6.6202 | 1708 | 0.7556 | 0.3212 | 0.7556 | 0.8692 | +| 0.2619 | 6.6279 | 1710 | 0.7480 | 0.3951 | 0.7480 | 0.8649 | +| 0.2619 | 6.6357 | 1712 | 0.7412 | 0.3951 | 0.7412 | 0.8609 | +| 0.2619 | 6.6434 | 1714 | 0.7655 | 0.3212 | 0.7655 | 0.8750 | +| 0.2619 | 6.6512 | 1716 | 0.8283 | 0.2308 | 0.8283 | 0.9101 | +| 0.2619 | 6.6589 | 1718 | 0.9205 | 0.1798 | 0.9205 | 0.9594 | +| 0.2619 | 6.6667 | 1720 | 1.0157 | 0.1446 | 1.0157 | 1.0078 | +| 0.2619 | 6.6744 | 1722 | 1.0428 | 0.1446 | 1.0428 | 1.0212 | +| 0.2619 | 6.6822 | 1724 | 1.0383 | 0.1446 | 1.0383 | 1.0190 | +| 0.2619 | 6.6899 | 1726 | 0.9697 | 0.1798 | 0.9697 | 0.9847 | +| 0.2619 | 6.6977 | 1728 | 0.8818 | 0.1798 | 0.8818 | 0.9390 | +| 0.2619 | 6.7054 | 1730 | 0.7739 | 0.3514 | 0.7739 | 0.8797 | +| 0.2619 | 6.7132 | 1732 | 0.7027 | 0.4300 | 0.7027 | 0.8383 | +| 0.2619 | 6.7209 | 1734 | 0.6867 | 0.4474 | 0.6867 | 0.8287 | +| 0.2619 | 6.7287 | 1736 | 0.6642 | 0.4390 | 0.6642 | 0.8150 | +| 0.2619 | 6.7364 | 1738 | 0.6727 | 0.4390 | 0.6727 | 0.8202 | +| 0.2619 | 6.7442 | 1740 | 0.7151 | 0.4300 | 0.7151 | 0.8456 | +| 0.2619 | 6.7519 | 1742 | 0.7899 | 0.3212 | 0.7899 | 0.8888 | +| 0.2619 | 6.7597 | 1744 | 0.8756 | 0.1798 | 0.8756 | 0.9358 | +| 0.2619 | 6.7674 | 1746 | 0.9458 | 0.1798 | 0.9458 | 0.9725 | +| 0.2619 | 6.7752 | 1748 | 0.9954 | 0.1798 | 0.9954 | 0.9977 | +| 0.2619 | 6.7829 | 1750 | 1.0097 | 0.1798 | 1.0097 | 1.0048 | +| 0.2619 | 6.7907 | 1752 | 0.9585 | 0.1798 | 0.9585 | 0.9790 | +| 0.2619 | 6.7984 | 1754 | 0.8648 | 0.1798 | 0.8648 | 0.9299 | +| 0.2619 | 6.8062 | 1756 | 0.7594 | 0.3787 | 0.7594 | 0.8715 | +| 0.2619 | 6.8140 | 1758 | 0.7058 | 0.4112 | 0.7058 | 0.8401 | +| 0.2619 | 6.8217 | 1760 | 0.6939 | 0.4013 | 0.6939 | 0.8330 | +| 0.2619 | 6.8295 | 1762 | 0.7206 | 0.4112 | 0.7206 | 0.8489 | +| 0.2619 | 6.8372 | 1764 | 0.7956 | 0.2438 | 0.7956 | 0.8919 | +| 0.2619 | 6.8450 | 1766 | 0.8728 | 0.1798 | 0.8728 | 0.9342 | +| 0.2619 | 6.8527 | 1768 | 0.9179 | 0.1798 | 0.9179 | 0.9581 | +| 0.2619 | 6.8605 | 1770 | 0.9001 | 0.1798 | 0.9001 | 0.9487 | +| 0.2619 | 6.8682 | 1772 | 0.8881 | 0.1798 | 0.8881 | 0.9424 | +| 0.2619 | 6.8760 | 1774 | 0.8559 | 0.1798 | 0.8559 | 0.9252 | +| 0.2619 | 6.8837 | 1776 | 0.8630 | 0.1923 | 0.8630 | 0.9290 | +| 0.2619 | 6.8915 | 1778 | 0.8751 | 0.1923 | 0.8751 | 0.9355 | +| 0.2619 | 6.8992 | 1780 | 0.8973 | 0.1923 | 0.8973 | 0.9473 | +| 0.2619 | 6.9070 | 1782 | 0.9036 | 0.3099 | 0.9036 | 0.9506 | +| 0.2619 | 6.9147 | 1784 | 0.9236 | 0.3099 | 0.9236 | 0.9610 | +| 0.2619 | 6.9225 | 1786 | 0.9963 | 0.3099 | 0.9963 | 0.9982 | +| 0.2619 | 6.9302 | 1788 | 1.0129 | 0.3099 | 1.0129 | 1.0064 | +| 0.2619 | 6.9380 | 1790 | 0.9517 | 0.3099 | 0.9517 | 0.9756 | +| 0.2619 | 6.9457 | 1792 | 0.8663 | 0.3099 | 0.8663 | 0.9307 | +| 0.2619 | 6.9535 | 1794 | 0.8131 | 0.2841 | 0.8131 | 0.9017 | +| 0.2619 | 6.9612 | 1796 | 0.8130 | 0.2841 | 0.8130 | 0.9017 | +| 0.2619 | 6.9690 | 1798 | 0.8643 | 0.3099 | 0.8643 | 0.9297 | +| 0.2619 | 6.9767 | 1800 | 0.8950 | 0.2438 | 0.8950 | 0.9461 | +| 0.2619 | 6.9845 | 1802 | 0.9571 | 0.2308 | 0.9571 | 0.9783 | +| 0.2619 | 6.9922 | 1804 | 1.0712 | 0.2308 | 1.0712 | 1.0350 | +| 0.2619 | 7.0 | 1806 | 1.1423 | 0.2261 | 1.1423 | 1.0688 | +| 0.2619 | 7.0078 | 1808 | 1.1182 | 0.1798 | 1.1182 | 1.0574 | +| 0.2619 | 7.0155 | 1810 | 1.0824 | 0.2308 | 1.0824 | 1.0404 | +| 0.2619 | 7.0233 | 1812 | 1.0324 | 0.2308 | 1.0324 | 1.0161 | +| 0.2619 | 7.0310 | 1814 | 0.9591 | 0.2438 | 0.9591 | 0.9793 | +| 0.2619 | 7.0388 | 1816 | 0.8804 | 0.2438 | 0.8804 | 0.9383 | +| 0.2619 | 7.0465 | 1818 | 0.8718 | 0.2438 | 0.8718 | 0.9337 | +| 0.2619 | 7.0543 | 1820 | 0.9255 | 0.2308 | 0.9255 | 0.9620 | +| 0.2619 | 7.0620 | 1822 | 0.9810 | 0.2308 | 0.9810 | 0.9904 | +| 0.2619 | 7.0698 | 1824 | 1.0309 | 0.1798 | 1.0309 | 1.0153 | +| 0.2619 | 7.0775 | 1826 | 1.0150 | 0.1798 | 1.0150 | 1.0075 | +| 0.2619 | 7.0853 | 1828 | 0.9511 | 0.1798 | 0.9511 | 0.9753 | +| 0.2619 | 7.0930 | 1830 | 0.8704 | 0.2308 | 0.8704 | 0.9330 | +| 0.2619 | 7.1008 | 1832 | 0.8452 | 0.2308 | 0.8452 | 0.9194 | +| 0.2619 | 7.1085 | 1834 | 0.8487 | 0.2308 | 0.8487 | 0.9212 | +| 0.2619 | 7.1163 | 1836 | 0.8575 | 0.2308 | 0.8575 | 0.9260 | +| 0.2619 | 7.1240 | 1838 | 0.8797 | 0.2308 | 0.8797 | 0.9379 | +| 0.2619 | 7.1318 | 1840 | 0.9430 | 0.2308 | 0.9430 | 0.9711 | +| 0.2619 | 7.1395 | 1842 | 0.9563 | 0.2308 | 0.9563 | 0.9779 | +| 0.2619 | 7.1473 | 1844 | 0.9101 | 0.2438 | 0.9101 | 0.9540 | +| 0.2619 | 7.1550 | 1846 | 0.8572 | 0.2570 | 0.8572 | 0.9258 | +| 0.2619 | 7.1628 | 1848 | 0.8204 | 0.3099 | 0.8204 | 0.9058 | +| 0.2619 | 7.1705 | 1850 | 0.8344 | 0.3099 | 0.8344 | 0.9134 | +| 0.2619 | 7.1783 | 1852 | 0.8664 | 0.3099 | 0.8664 | 0.9308 | +| 0.2619 | 7.1860 | 1854 | 0.8748 | 0.3099 | 0.8748 | 0.9353 | +| 0.2619 | 7.1938 | 1856 | 0.8857 | 0.3099 | 0.8857 | 0.9411 | +| 0.2619 | 7.2016 | 1858 | 0.8733 | 0.3099 | 0.8733 | 0.9345 | +| 0.2619 | 7.2093 | 1860 | 0.8343 | 0.3099 | 0.8343 | 0.9134 | +| 0.2619 | 7.2171 | 1862 | 0.7858 | 0.3099 | 0.7858 | 0.8864 | +| 0.2619 | 7.2248 | 1864 | 0.7560 | 0.3373 | 0.7560 | 0.8695 | +| 0.2619 | 7.2326 | 1866 | 0.7542 | 0.4474 | 0.7542 | 0.8685 | +| 0.2619 | 7.2403 | 1868 | 0.7604 | 0.4112 | 0.7604 | 0.8720 | +| 0.2619 | 7.2481 | 1870 | 0.7656 | 0.3519 | 0.7656 | 0.8750 | +| 0.2619 | 7.2558 | 1872 | 0.7744 | 0.2815 | 0.7744 | 0.8800 | +| 0.2619 | 7.2636 | 1874 | 0.7949 | 0.2815 | 0.7949 | 0.8916 | +| 0.2619 | 7.2713 | 1876 | 0.8248 | 0.2570 | 0.8248 | 0.9082 | +| 0.2619 | 7.2791 | 1878 | 0.8277 | 0.2570 | 0.8277 | 0.9098 | +| 0.2619 | 7.2868 | 1880 | 0.8227 | 0.2570 | 0.8227 | 0.9070 | +| 0.2619 | 7.2946 | 1882 | 0.7972 | 0.2815 | 0.7972 | 0.8929 | +| 0.2619 | 7.3023 | 1884 | 0.7980 | 0.2815 | 0.7980 | 0.8933 | +| 0.2619 | 7.3101 | 1886 | 0.8175 | 0.2815 | 0.8175 | 0.9041 | +| 0.2619 | 7.3178 | 1888 | 0.8502 | 0.2570 | 0.8502 | 0.9221 | +| 0.2619 | 7.3256 | 1890 | 0.8841 | 0.2570 | 0.8841 | 0.9403 | +| 0.2619 | 7.3333 | 1892 | 0.8545 | 0.2815 | 0.8545 | 0.9244 | +| 0.2619 | 7.3411 | 1894 | 0.8600 | 0.2570 | 0.8600 | 0.9274 | +| 0.2619 | 7.3488 | 1896 | 0.8913 | 0.2570 | 0.8913 | 0.9441 | +| 0.2619 | 7.3566 | 1898 | 0.8998 | 0.2570 | 0.8998 | 0.9486 | +| 0.2619 | 7.3643 | 1900 | 0.8737 | 0.2570 | 0.8737 | 0.9347 | +| 0.2619 | 7.3721 | 1902 | 0.8336 | 0.2815 | 0.8336 | 0.9130 | +| 0.2619 | 7.3798 | 1904 | 0.8176 | 0.2815 | 0.8176 | 0.9042 | +| 0.2619 | 7.3876 | 1906 | 0.7971 | 0.2815 | 0.7971 | 0.8928 | +| 0.2619 | 7.3953 | 1908 | 0.8043 | 0.2815 | 0.8043 | 0.8968 | +| 0.2619 | 7.4031 | 1910 | 0.8425 | 0.2570 | 0.8425 | 0.9179 | +| 0.2619 | 7.4109 | 1912 | 0.9070 | 0.2438 | 0.9070 | 0.9524 | +| 0.2619 | 7.4186 | 1914 | 0.9367 | 0.2438 | 0.9367 | 0.9679 | +| 0.2619 | 7.4264 | 1916 | 0.9561 | 0.2438 | 0.9561 | 0.9778 | +| 0.2619 | 7.4341 | 1918 | 0.9587 | 0.2308 | 0.9587 | 0.9792 | +| 0.2619 | 7.4419 | 1920 | 0.9640 | 0.2308 | 0.9640 | 0.9819 | +| 0.2619 | 7.4496 | 1922 | 0.9333 | 0.2308 | 0.9333 | 0.9661 | +| 0.2619 | 7.4574 | 1924 | 0.8877 | 0.2438 | 0.8877 | 0.9422 | +| 0.2619 | 7.4651 | 1926 | 0.8634 | 0.2438 | 0.8634 | 0.9292 | +| 0.2619 | 7.4729 | 1928 | 0.8718 | 0.2438 | 0.8718 | 0.9337 | +| 0.2619 | 7.4806 | 1930 | 0.8627 | 0.2570 | 0.8627 | 0.9288 | +| 0.2619 | 7.4884 | 1932 | 0.8524 | 0.2570 | 0.8524 | 0.9232 | +| 0.2619 | 7.4961 | 1934 | 0.8381 | 0.2570 | 0.8381 | 0.9155 | +| 0.2619 | 7.5039 | 1936 | 0.8159 | 0.2570 | 0.8159 | 0.9033 | +| 0.2619 | 7.5116 | 1938 | 0.8024 | 0.2815 | 0.8024 | 0.8958 | +| 0.2619 | 7.5194 | 1940 | 0.8145 | 0.2570 | 0.8145 | 0.9025 | +| 0.2619 | 7.5271 | 1942 | 0.8669 | 0.2570 | 0.8669 | 0.9311 | +| 0.2619 | 7.5349 | 1944 | 0.9399 | 0.2308 | 0.9399 | 0.9695 | +| 0.2619 | 7.5426 | 1946 | 0.9998 | 0.2308 | 0.9998 | 0.9999 | +| 0.2619 | 7.5504 | 1948 | 1.0258 | 0.2308 | 1.0258 | 1.0128 | +| 0.2619 | 7.5581 | 1950 | 1.0656 | 0.1798 | 1.0656 | 1.0323 | +| 0.2619 | 7.5659 | 1952 | 1.1262 | 0.1798 | 1.1262 | 1.0612 | +| 0.2619 | 7.5736 | 1954 | 1.1702 | 0.1798 | 1.1702 | 1.0817 | +| 0.2619 | 7.5814 | 1956 | 1.1900 | 0.1798 | 1.1900 | 1.0909 | +| 0.2619 | 7.5891 | 1958 | 1.1736 | 0.1798 | 1.1736 | 1.0833 | +| 0.2619 | 7.5969 | 1960 | 1.1246 | 0.2308 | 1.1246 | 1.0605 | +| 0.2619 | 7.6047 | 1962 | 1.0418 | 0.2438 | 1.0418 | 1.0207 | +| 0.2619 | 7.6124 | 1964 | 0.9926 | 0.2570 | 0.9926 | 0.9963 | +| 0.2619 | 7.6202 | 1966 | 0.9530 | 0.2570 | 0.9530 | 0.9762 | +| 0.2619 | 7.6279 | 1968 | 0.9546 | 0.2570 | 0.9546 | 0.9770 | +| 0.2619 | 7.6357 | 1970 | 1.0005 | 0.2570 | 1.0005 | 1.0002 | +| 0.2619 | 7.6434 | 1972 | 1.0380 | 0.2570 | 1.0380 | 1.0188 | +| 0.2619 | 7.6512 | 1974 | 1.0201 | 0.2438 | 1.0201 | 1.0100 | +| 0.2619 | 7.6589 | 1976 | 0.9598 | 0.2438 | 0.9598 | 0.9797 | +| 0.2619 | 7.6667 | 1978 | 0.8970 | 0.2570 | 0.8970 | 0.9471 | +| 0.2619 | 7.6744 | 1980 | 0.8379 | 0.2815 | 0.8379 | 0.9154 | +| 0.2619 | 7.6822 | 1982 | 0.8087 | 0.2674 | 0.8087 | 0.8993 | +| 0.2619 | 7.6899 | 1984 | 0.7772 | 0.3364 | 0.7772 | 0.8816 | +| 0.2619 | 7.6977 | 1986 | 0.7557 | 0.3519 | 0.7557 | 0.8693 | +| 0.2619 | 7.7054 | 1988 | 0.7662 | 0.3519 | 0.7662 | 0.8753 | +| 0.2619 | 7.7132 | 1990 | 0.7921 | 0.3364 | 0.7921 | 0.8900 | +| 0.2619 | 7.7209 | 1992 | 0.8064 | 0.2674 | 0.8064 | 0.8980 | +| 0.2619 | 7.7287 | 1994 | 0.8234 | 0.2536 | 0.8234 | 0.9074 | +| 0.2619 | 7.7364 | 1996 | 0.8264 | 0.2536 | 0.8264 | 0.9091 | +| 0.2619 | 7.7442 | 1998 | 0.8161 | 0.2536 | 0.8161 | 0.9034 | +| 0.1902 | 7.7519 | 2000 | 0.8162 | 0.2536 | 0.8162 | 0.9035 | +| 0.1902 | 7.7597 | 2002 | 0.8050 | 0.2815 | 0.8050 | 0.8972 | +| 0.1902 | 7.7674 | 2004 | 0.7794 | 0.4474 | 0.7794 | 0.8828 | +| 0.1902 | 7.7752 | 2006 | 0.7515 | 0.4186 | 0.7515 | 0.8669 | +| 0.1902 | 7.7829 | 2008 | 0.7360 | 0.4085 | 0.7360 | 0.8579 | +| 0.1902 | 7.7907 | 2010 | 0.7324 | 0.3970 | 0.7324 | 0.8558 | +| 0.1902 | 7.7984 | 2012 | 0.7375 | 0.4085 | 0.7375 | 0.8588 | +| 0.1902 | 7.8062 | 2014 | 0.7417 | 0.4085 | 0.7417 | 0.8612 | +| 0.1902 | 7.8140 | 2016 | 0.7568 | 0.4186 | 0.7568 | 0.8700 | +| 0.1902 | 7.8217 | 2018 | 0.7844 | 0.4112 | 0.7844 | 0.8856 | +| 0.1902 | 7.8295 | 2020 | 0.8165 | 0.2815 | 0.8165 | 0.9036 | +| 0.1902 | 7.8372 | 2022 | 0.8474 | 0.2815 | 0.8474 | 0.9205 | +| 0.1902 | 7.8450 | 2024 | 0.8552 | 0.2570 | 0.8552 | 0.9248 | +| 0.1902 | 7.8527 | 2026 | 0.8685 | 0.2308 | 0.8685 | 0.9319 | +| 0.1902 | 7.8605 | 2028 | 0.8596 | 0.2308 | 0.8596 | 0.9271 | +| 0.1902 | 7.8682 | 2030 | 0.8561 | 0.2536 | 0.8561 | 0.9253 | +| 0.1902 | 7.8760 | 2032 | 0.8622 | 0.2536 | 0.8622 | 0.9285 | +| 0.1902 | 7.8837 | 2034 | 0.8636 | 0.2000 | 0.8636 | 0.9293 | +| 0.1902 | 7.8915 | 2036 | 0.8495 | 0.2000 | 0.8495 | 0.9217 | +| 0.1902 | 7.8992 | 2038 | 0.8357 | 0.2000 | 0.8357 | 0.9142 | +| 0.1902 | 7.9070 | 2040 | 0.8248 | 0.2000 | 0.8248 | 0.9082 | +| 0.1902 | 7.9147 | 2042 | 0.8133 | 0.2536 | 0.8133 | 0.9019 | +| 0.1902 | 7.9225 | 2044 | 0.8136 | 0.2536 | 0.8136 | 0.9020 | +| 0.1902 | 7.9302 | 2046 | 0.8316 | 0.2536 | 0.8316 | 0.9119 | +| 0.1902 | 7.9380 | 2048 | 0.8696 | 0.2308 | 0.8696 | 0.9325 | +| 0.1902 | 7.9457 | 2050 | 0.8900 | 0.2308 | 0.8900 | 0.9434 | +| 0.1902 | 7.9535 | 2052 | 0.8932 | 0.2308 | 0.8932 | 0.9451 | +| 0.1902 | 7.9612 | 2054 | 0.9064 | 0.2308 | 0.9064 | 0.9520 | +| 0.1902 | 7.9690 | 2056 | 0.8914 | 0.2308 | 0.8914 | 0.9441 | +| 0.1902 | 7.9767 | 2058 | 0.8820 | 0.2308 | 0.8820 | 0.9392 | +| 0.1902 | 7.9845 | 2060 | 0.8929 | 0.2308 | 0.8929 | 0.9449 | +| 0.1902 | 7.9922 | 2062 | 0.8506 | 0.2308 | 0.8506 | 0.9223 | +| 0.1902 | 8.0 | 2064 | 0.8147 | 0.2308 | 0.8147 | 0.9026 | +| 0.1902 | 8.0078 | 2066 | 0.7712 | 0.2674 | 0.7712 | 0.8782 | +| 0.1902 | 8.0155 | 2068 | 0.7489 | 0.2674 | 0.7489 | 0.8654 | +| 0.1902 | 8.0233 | 2070 | 0.7372 | 0.2674 | 0.7372 | 0.8586 | +| 0.1902 | 8.0310 | 2072 | 0.7380 | 0.2674 | 0.7380 | 0.8591 | +| 0.1902 | 8.0388 | 2074 | 0.7492 | 0.2674 | 0.7492 | 0.8655 | +| 0.1902 | 8.0465 | 2076 | 0.7643 | 0.2674 | 0.7643 | 0.8742 | +| 0.1902 | 8.0543 | 2078 | 0.7964 | 0.2536 | 0.7964 | 0.8924 | +| 0.1902 | 8.0620 | 2080 | 0.8312 | 0.2308 | 0.8312 | 0.9117 | +| 0.1902 | 8.0698 | 2082 | 0.8462 | 0.2308 | 0.8462 | 0.9199 | +| 0.1902 | 8.0775 | 2084 | 0.8553 | 0.2308 | 0.8553 | 0.9248 | +| 0.1902 | 8.0853 | 2086 | 0.8542 | 0.2308 | 0.8542 | 0.9242 | +| 0.1902 | 8.0930 | 2088 | 0.8326 | 0.2438 | 0.8326 | 0.9124 | +| 0.1902 | 8.1008 | 2090 | 0.8024 | 0.2674 | 0.8024 | 0.8958 | +| 0.1902 | 8.1085 | 2092 | 0.7901 | 0.2674 | 0.7901 | 0.8889 | +| 0.1902 | 8.1163 | 2094 | 0.7942 | 0.2674 | 0.7942 | 0.8912 | +| 0.1902 | 8.1240 | 2096 | 0.8040 | 0.2438 | 0.8040 | 0.8967 | +| 0.1902 | 8.1318 | 2098 | 0.8286 | 0.2438 | 0.8286 | 0.9103 | +| 0.1902 | 8.1395 | 2100 | 0.8653 | 0.2438 | 0.8653 | 0.9302 | +| 0.1902 | 8.1473 | 2102 | 0.9020 | 0.2438 | 0.9020 | 0.9497 | +| 0.1902 | 8.1550 | 2104 | 0.9141 | 0.2438 | 0.9141 | 0.9561 | +| 0.1902 | 8.1628 | 2106 | 0.8926 | 0.2438 | 0.8926 | 0.9448 | +| 0.1902 | 8.1705 | 2108 | 0.8884 | 0.2438 | 0.8884 | 0.9426 | +| 0.1902 | 8.1783 | 2110 | 0.8823 | 0.2438 | 0.8823 | 0.9393 | +| 0.1902 | 8.1860 | 2112 | 0.8705 | 0.2570 | 0.8705 | 0.9330 | +| 0.1902 | 8.1938 | 2114 | 0.8593 | 0.2570 | 0.8593 | 0.9270 | +| 0.1902 | 8.2016 | 2116 | 0.8464 | 0.2570 | 0.8464 | 0.9200 | +| 0.1902 | 8.2093 | 2118 | 0.8627 | 0.2438 | 0.8627 | 0.9288 | +| 0.1902 | 8.2171 | 2120 | 0.8776 | 0.2438 | 0.8776 | 0.9368 | +| 0.1902 | 8.2248 | 2122 | 0.8723 | 0.2438 | 0.8723 | 0.9339 | +| 0.1902 | 8.2326 | 2124 | 0.8703 | 0.2438 | 0.8703 | 0.9329 | +| 0.1902 | 8.2403 | 2126 | 0.8724 | 0.2438 | 0.8724 | 0.9340 | +| 0.1902 | 8.2481 | 2128 | 0.8788 | 0.2438 | 0.8788 | 0.9374 | +| 0.1902 | 8.2558 | 2130 | 0.9092 | 0.2438 | 0.9092 | 0.9535 | +| 0.1902 | 8.2636 | 2132 | 0.9313 | 0.2438 | 0.9313 | 0.9650 | +| 0.1902 | 8.2713 | 2134 | 0.9229 | 0.2438 | 0.9229 | 0.9607 | +| 0.1902 | 8.2791 | 2136 | 0.8783 | 0.2570 | 0.8783 | 0.9372 | +| 0.1902 | 8.2868 | 2138 | 0.8491 | 0.2570 | 0.8491 | 0.9215 | +| 0.1902 | 8.2946 | 2140 | 0.8285 | 0.2570 | 0.8285 | 0.9102 | +| 0.1902 | 8.3023 | 2142 | 0.8048 | 0.2815 | 0.8048 | 0.8971 | +| 0.1902 | 8.3101 | 2144 | 0.8096 | 0.2815 | 0.8096 | 0.8998 | +| 0.1902 | 8.3178 | 2146 | 0.8279 | 0.2815 | 0.8279 | 0.9099 | +| 0.1902 | 8.3256 | 2148 | 0.8647 | 0.2308 | 0.8647 | 0.9299 | +| 0.1902 | 8.3333 | 2150 | 0.9073 | 0.2308 | 0.9073 | 0.9525 | +| 0.1902 | 8.3411 | 2152 | 0.9262 | 0.2308 | 0.9262 | 0.9624 | +| 0.1902 | 8.3488 | 2154 | 0.9460 | 0.2308 | 0.9460 | 0.9726 | +| 0.1902 | 8.3566 | 2156 | 0.9645 | 0.2308 | 0.9645 | 0.9821 | +| 0.1902 | 8.3643 | 2158 | 0.9722 | 0.2308 | 0.9722 | 0.9860 | +| 0.1902 | 8.3721 | 2160 | 0.9592 | 0.2308 | 0.9592 | 0.9794 | +| 0.1902 | 8.3798 | 2162 | 0.9206 | 0.2308 | 0.9206 | 0.9595 | +| 0.1902 | 8.3876 | 2164 | 0.8776 | 0.2308 | 0.8776 | 0.9368 | +| 0.1902 | 8.3953 | 2166 | 0.8393 | 0.2674 | 0.8393 | 0.9161 | +| 0.1902 | 8.4031 | 2168 | 0.8042 | 0.2674 | 0.8042 | 0.8968 | +| 0.1902 | 8.4109 | 2170 | 0.7968 | 0.2674 | 0.7968 | 0.8926 | +| 0.1902 | 8.4186 | 2172 | 0.8088 | 0.2674 | 0.8088 | 0.8994 | +| 0.1902 | 8.4264 | 2174 | 0.8182 | 0.2674 | 0.8182 | 0.9045 | +| 0.1902 | 8.4341 | 2176 | 0.8405 | 0.2674 | 0.8405 | 0.9168 | +| 0.1902 | 8.4419 | 2178 | 0.8562 | 0.2536 | 0.8562 | 0.9253 | +| 0.1902 | 8.4496 | 2180 | 0.8585 | 0.2536 | 0.8585 | 0.9265 | +| 0.1902 | 8.4574 | 2182 | 0.8641 | 0.2536 | 0.8641 | 0.9296 | +| 0.1902 | 8.4651 | 2184 | 0.8434 | 0.2536 | 0.8434 | 0.9184 | +| 0.1902 | 8.4729 | 2186 | 0.8327 | 0.2536 | 0.8327 | 0.9125 | +| 0.1902 | 8.4806 | 2188 | 0.8296 | 0.2536 | 0.8296 | 0.9108 | +| 0.1902 | 8.4884 | 2190 | 0.8323 | 0.2536 | 0.8323 | 0.9123 | +| 0.1902 | 8.4961 | 2192 | 0.8305 | 0.2536 | 0.8305 | 0.9113 | +| 0.1902 | 8.5039 | 2194 | 0.8280 | 0.2536 | 0.8280 | 0.9100 | +| 0.1902 | 8.5116 | 2196 | 0.8275 | 0.2536 | 0.8275 | 0.9097 | +| 0.1902 | 8.5194 | 2198 | 0.8236 | 0.2536 | 0.8236 | 0.9075 | +| 0.1902 | 8.5271 | 2200 | 0.8169 | 0.2674 | 0.8169 | 0.9038 | +| 0.1902 | 8.5349 | 2202 | 0.8089 | 0.2674 | 0.8089 | 0.8994 | +| 0.1902 | 8.5426 | 2204 | 0.8210 | 0.2536 | 0.8210 | 0.9061 | +| 0.1902 | 8.5504 | 2206 | 0.8357 | 0.2536 | 0.8357 | 0.9142 | +| 0.1902 | 8.5581 | 2208 | 0.8757 | 0.2536 | 0.8757 | 0.9358 | +| 0.1902 | 8.5659 | 2210 | 0.9381 | 0.2308 | 0.9381 | 0.9686 | +| 0.1902 | 8.5736 | 2212 | 1.0159 | 0.2261 | 1.0159 | 1.0079 | +| 0.1902 | 8.5814 | 2214 | 1.0517 | 0.2261 | 1.0517 | 1.0255 | +| 0.1902 | 8.5891 | 2216 | 1.0455 | 0.2261 | 1.0455 | 1.0225 | +| 0.1902 | 8.5969 | 2218 | 1.0288 | 0.2261 | 1.0288 | 1.0143 | +| 0.1902 | 8.6047 | 2220 | 1.0173 | 0.2261 | 1.0173 | 1.0086 | +| 0.1902 | 8.6124 | 2222 | 0.9666 | 0.2308 | 0.9666 | 0.9832 | +| 0.1902 | 8.6202 | 2224 | 0.9153 | 0.2536 | 0.9153 | 0.9567 | +| 0.1902 | 8.6279 | 2226 | 0.8715 | 0.2536 | 0.8715 | 0.9335 | +| 0.1902 | 8.6357 | 2228 | 0.8509 | 0.2536 | 0.8509 | 0.9224 | +| 0.1902 | 8.6434 | 2230 | 0.8446 | 0.2536 | 0.8446 | 0.9190 | +| 0.1902 | 8.6512 | 2232 | 0.8385 | 0.2536 | 0.8385 | 0.9157 | +| 0.1902 | 8.6589 | 2234 | 0.8287 | 0.2536 | 0.8287 | 0.9104 | +| 0.1902 | 8.6667 | 2236 | 0.8220 | 0.2674 | 0.8220 | 0.9066 | +| 0.1902 | 8.6744 | 2238 | 0.8344 | 0.2536 | 0.8344 | 0.9135 | +| 0.1902 | 8.6822 | 2240 | 0.8727 | 0.2536 | 0.8727 | 0.9342 | +| 0.1902 | 8.6899 | 2242 | 0.9353 | 0.2308 | 0.9353 | 0.9671 | +| 0.1902 | 8.6977 | 2244 | 1.0200 | 0.2261 | 1.0200 | 1.0100 | +| 0.1902 | 8.7054 | 2246 | 1.0806 | 0.2261 | 1.0806 | 1.0395 | +| 0.1902 | 8.7132 | 2248 | 1.1289 | 0.2261 | 1.1289 | 1.0625 | +| 0.1902 | 8.7209 | 2250 | 1.1674 | 0.2072 | 1.1674 | 1.0805 | +| 0.1902 | 8.7287 | 2252 | 1.1871 | 0.2072 | 1.1871 | 1.0895 | +| 0.1902 | 8.7364 | 2254 | 1.1758 | 0.2072 | 1.1758 | 1.0843 | +| 0.1902 | 8.7442 | 2256 | 1.1396 | 0.2072 | 1.1396 | 1.0675 | +| 0.1902 | 8.7519 | 2258 | 1.0916 | 0.2072 | 1.0916 | 1.0448 | +| 0.1902 | 8.7597 | 2260 | 1.0473 | 0.2072 | 1.0473 | 1.0234 | +| 0.1902 | 8.7674 | 2262 | 1.0291 | 0.2261 | 1.0291 | 1.0144 | +| 0.1902 | 8.7752 | 2264 | 1.0142 | 0.2261 | 1.0142 | 1.0071 | +| 0.1902 | 8.7829 | 2266 | 0.9987 | 0.1798 | 0.9987 | 0.9994 | +| 0.1902 | 8.7907 | 2268 | 0.9936 | 0.1798 | 0.9936 | 0.9968 | +| 0.1902 | 8.7984 | 2270 | 0.9795 | 0.1798 | 0.9795 | 0.9897 | +| 0.1902 | 8.8062 | 2272 | 0.9629 | 0.1798 | 0.9629 | 0.9813 | +| 0.1902 | 8.8140 | 2274 | 0.9532 | 0.1798 | 0.9532 | 0.9763 | +| 0.1902 | 8.8217 | 2276 | 0.9415 | 0.1798 | 0.9415 | 0.9703 | +| 0.1902 | 8.8295 | 2278 | 0.9313 | 0.2308 | 0.9313 | 0.9650 | +| 0.1902 | 8.8372 | 2280 | 0.9049 | 0.2438 | 0.9049 | 0.9512 | +| 0.1902 | 8.8450 | 2282 | 0.8726 | 0.2438 | 0.8726 | 0.9341 | +| 0.1902 | 8.8527 | 2284 | 0.8580 | 0.2438 | 0.8580 | 0.9263 | +| 0.1902 | 8.8605 | 2286 | 0.8509 | 0.2438 | 0.8509 | 0.9224 | +| 0.1902 | 8.8682 | 2288 | 0.8349 | 0.2438 | 0.8349 | 0.9137 | +| 0.1902 | 8.8760 | 2290 | 0.8138 | 0.2438 | 0.8138 | 0.9021 | +| 0.1902 | 8.8837 | 2292 | 0.8013 | 0.2674 | 0.8013 | 0.8952 | +| 0.1902 | 8.8915 | 2294 | 0.7897 | 0.2674 | 0.7897 | 0.8887 | +| 0.1902 | 8.8992 | 2296 | 0.7872 | 0.2674 | 0.7872 | 0.8873 | +| 0.1902 | 8.9070 | 2298 | 0.7979 | 0.2674 | 0.7979 | 0.8932 | +| 0.1902 | 8.9147 | 2300 | 0.8077 | 0.2674 | 0.8077 | 0.8987 | +| 0.1902 | 8.9225 | 2302 | 0.8232 | 0.2674 | 0.8232 | 0.9073 | +| 0.1902 | 8.9302 | 2304 | 0.8481 | 0.2438 | 0.8481 | 0.9209 | +| 0.1902 | 8.9380 | 2306 | 0.8752 | 0.2438 | 0.8752 | 0.9355 | +| 0.1902 | 8.9457 | 2308 | 0.8991 | 0.2438 | 0.8991 | 0.9482 | +| 0.1902 | 8.9535 | 2310 | 0.9119 | 0.2308 | 0.9119 | 0.9549 | +| 0.1902 | 8.9612 | 2312 | 0.9053 | 0.2438 | 0.9053 | 0.9515 | +| 0.1902 | 8.9690 | 2314 | 0.8894 | 0.2570 | 0.8894 | 0.9431 | +| 0.1902 | 8.9767 | 2316 | 0.8665 | 0.2570 | 0.8665 | 0.9309 | +| 0.1902 | 8.9845 | 2318 | 0.8685 | 0.2570 | 0.8685 | 0.9319 | +| 0.1902 | 8.9922 | 2320 | 0.8912 | 0.2570 | 0.8912 | 0.9440 | +| 0.1902 | 9.0 | 2322 | 0.9214 | 0.2570 | 0.9214 | 0.9599 | +| 0.1902 | 9.0078 | 2324 | 0.9561 | 0.2570 | 0.9561 | 0.9778 | +| 0.1902 | 9.0155 | 2326 | 0.9796 | 0.2570 | 0.9796 | 0.9897 | +| 0.1902 | 9.0233 | 2328 | 0.9929 | 0.2570 | 0.9929 | 0.9965 | +| 0.1902 | 9.0310 | 2330 | 1.0102 | 0.2570 | 1.0102 | 1.0051 | +| 0.1902 | 9.0388 | 2332 | 1.0168 | 0.2570 | 1.0168 | 1.0084 | +| 0.1902 | 9.0465 | 2334 | 1.0180 | 0.2570 | 1.0180 | 1.0090 | +| 0.1902 | 9.0543 | 2336 | 1.0207 | 0.2438 | 1.0207 | 1.0103 | +| 0.1902 | 9.0620 | 2338 | 1.0130 | 0.2438 | 1.0130 | 1.0065 | +| 0.1902 | 9.0698 | 2340 | 0.9836 | 0.2570 | 0.9836 | 0.9917 | +| 0.1902 | 9.0775 | 2342 | 0.9673 | 0.2570 | 0.9673 | 0.9835 | +| 0.1902 | 9.0853 | 2344 | 0.9654 | 0.2570 | 0.9654 | 0.9825 | +| 0.1902 | 9.0930 | 2346 | 0.9492 | 0.2570 | 0.9492 | 0.9743 | +| 0.1902 | 9.1008 | 2348 | 0.9276 | 0.2570 | 0.9276 | 0.9631 | +| 0.1902 | 9.1085 | 2350 | 0.9144 | 0.2570 | 0.9144 | 0.9562 | +| 0.1902 | 9.1163 | 2352 | 0.9045 | 0.2570 | 0.9045 | 0.9511 | +| 0.1902 | 9.1240 | 2354 | 0.9059 | 0.2570 | 0.9059 | 0.9518 | +| 0.1902 | 9.1318 | 2356 | 0.8951 | 0.2438 | 0.8951 | 0.9461 | +| 0.1902 | 9.1395 | 2358 | 0.8764 | 0.2674 | 0.8764 | 0.9362 | +| 0.1902 | 9.1473 | 2360 | 0.8700 | 0.2674 | 0.8700 | 0.9327 | +| 0.1902 | 9.1550 | 2362 | 0.8603 | 0.2674 | 0.8603 | 0.9275 | +| 0.1902 | 9.1628 | 2364 | 0.8429 | 0.2674 | 0.8429 | 0.9181 | +| 0.1902 | 9.1705 | 2366 | 0.8364 | 0.2674 | 0.8364 | 0.9145 | +| 0.1902 | 9.1783 | 2368 | 0.8278 | 0.2674 | 0.8278 | 0.9098 | +| 0.1902 | 9.1860 | 2370 | 0.8276 | 0.2674 | 0.8276 | 0.9097 | +| 0.1902 | 9.1938 | 2372 | 0.8343 | 0.2674 | 0.8343 | 0.9134 | +| 0.1902 | 9.2016 | 2374 | 0.8396 | 0.2674 | 0.8396 | 0.9163 | +| 0.1902 | 9.2093 | 2376 | 0.8490 | 0.2674 | 0.8490 | 0.9214 | +| 0.1902 | 9.2171 | 2378 | 0.8602 | 0.2674 | 0.8602 | 0.9275 | +| 0.1902 | 9.2248 | 2380 | 0.8709 | 0.2674 | 0.8709 | 0.9332 | +| 0.1902 | 9.2326 | 2382 | 0.8819 | 0.2536 | 0.8819 | 0.9391 | +| 0.1902 | 9.2403 | 2384 | 0.9014 | 0.2308 | 0.9014 | 0.9494 | +| 0.1902 | 9.2481 | 2386 | 0.9209 | 0.2308 | 0.9209 | 0.9596 | +| 0.1902 | 9.2558 | 2388 | 0.9380 | 0.2308 | 0.9380 | 0.9685 | +| 0.1902 | 9.2636 | 2390 | 0.9325 | 0.2308 | 0.9325 | 0.9656 | +| 0.1902 | 9.2713 | 2392 | 0.9143 | 0.2536 | 0.9143 | 0.9562 | +| 0.1902 | 9.2791 | 2394 | 0.9030 | 0.2536 | 0.9030 | 0.9503 | +| 0.1902 | 9.2868 | 2396 | 0.8790 | 0.2536 | 0.8790 | 0.9375 | +| 0.1902 | 9.2946 | 2398 | 0.8538 | 0.2000 | 0.8538 | 0.9240 | +| 0.1902 | 9.3023 | 2400 | 0.8279 | 0.2000 | 0.8279 | 0.9099 | +| 0.1902 | 9.3101 | 2402 | 0.8031 | 0.2000 | 0.8031 | 0.8961 | +| 0.1902 | 9.3178 | 2404 | 0.7851 | 0.2674 | 0.7851 | 0.8861 | +| 0.1902 | 9.3256 | 2406 | 0.7729 | 0.2674 | 0.7729 | 0.8791 | +| 0.1902 | 9.3333 | 2408 | 0.7619 | 0.2674 | 0.7619 | 0.8729 | +| 0.1902 | 9.3411 | 2410 | 0.7587 | 0.2674 | 0.7587 | 0.8710 | +| 0.1902 | 9.3488 | 2412 | 0.7568 | 0.2674 | 0.7568 | 0.8700 | +| 0.1902 | 9.3566 | 2414 | 0.7603 | 0.2674 | 0.7603 | 0.8719 | +| 0.1902 | 9.3643 | 2416 | 0.7630 | 0.2674 | 0.7630 | 0.8735 | +| 0.1902 | 9.3721 | 2418 | 0.7686 | 0.2674 | 0.7686 | 0.8767 | +| 0.1902 | 9.3798 | 2420 | 0.7746 | 0.2674 | 0.7746 | 0.8801 | +| 0.1902 | 9.3876 | 2422 | 0.7860 | 0.2000 | 0.7860 | 0.8866 | +| 0.1902 | 9.3953 | 2424 | 0.8043 | 0.2000 | 0.8043 | 0.8968 | +| 0.1902 | 9.4031 | 2426 | 0.8268 | 0.2000 | 0.8268 | 0.9093 | +| 0.1902 | 9.4109 | 2428 | 0.8421 | 0.2000 | 0.8421 | 0.9177 | +| 0.1902 | 9.4186 | 2430 | 0.8523 | 0.2000 | 0.8523 | 0.9232 | +| 0.1902 | 9.4264 | 2432 | 0.8582 | 0.2000 | 0.8582 | 0.9264 | +| 0.1902 | 9.4341 | 2434 | 0.8571 | 0.2000 | 0.8571 | 0.9258 | +| 0.1902 | 9.4419 | 2436 | 0.8530 | 0.2536 | 0.8530 | 0.9236 | +| 0.1902 | 9.4496 | 2438 | 0.8476 | 0.2536 | 0.8476 | 0.9206 | +| 0.1902 | 9.4574 | 2440 | 0.8425 | 0.2536 | 0.8425 | 0.9179 | +| 0.1902 | 9.4651 | 2442 | 0.8364 | 0.2536 | 0.8364 | 0.9146 | +| 0.1902 | 9.4729 | 2444 | 0.8323 | 0.2536 | 0.8323 | 0.9123 | +| 0.1902 | 9.4806 | 2446 | 0.8291 | 0.2536 | 0.8291 | 0.9105 | +| 0.1902 | 9.4884 | 2448 | 0.8270 | 0.2536 | 0.8270 | 0.9094 | +| 0.1902 | 9.4961 | 2450 | 0.8263 | 0.2536 | 0.8263 | 0.9090 | +| 0.1902 | 9.5039 | 2452 | 0.8196 | 0.2536 | 0.8196 | 0.9053 | +| 0.1902 | 9.5116 | 2454 | 0.8163 | 0.2536 | 0.8163 | 0.9035 | +| 0.1902 | 9.5194 | 2456 | 0.8205 | 0.2536 | 0.8205 | 0.9058 | +| 0.1902 | 9.5271 | 2458 | 0.8313 | 0.2536 | 0.8313 | 0.9118 | +| 0.1902 | 9.5349 | 2460 | 0.8461 | 0.2536 | 0.8461 | 0.9198 | +| 0.1902 | 9.5426 | 2462 | 0.8552 | 0.2536 | 0.8552 | 0.9248 | +| 0.1902 | 9.5504 | 2464 | 0.8626 | 0.2536 | 0.8626 | 0.9287 | +| 0.1902 | 9.5581 | 2466 | 0.8637 | 0.2536 | 0.8637 | 0.9294 | +| 0.1902 | 9.5659 | 2468 | 0.8553 | 0.2536 | 0.8553 | 0.9248 | +| 0.1902 | 9.5736 | 2470 | 0.8516 | 0.2536 | 0.8516 | 0.9228 | +| 0.1902 | 9.5814 | 2472 | 0.8496 | 0.2536 | 0.8496 | 0.9217 | +| 0.1902 | 9.5891 | 2474 | 0.8488 | 0.2536 | 0.8488 | 0.9213 | +| 0.1902 | 9.5969 | 2476 | 0.8458 | 0.2536 | 0.8458 | 0.9196 | +| 0.1902 | 9.6047 | 2478 | 0.8457 | 0.2536 | 0.8457 | 0.9196 | +| 0.1902 | 9.6124 | 2480 | 0.8455 | 0.2536 | 0.8455 | 0.9195 | +| 0.1902 | 9.6202 | 2482 | 0.8501 | 0.2536 | 0.8501 | 0.9220 | +| 0.1902 | 9.6279 | 2484 | 0.8574 | 0.2536 | 0.8574 | 0.9260 | +| 0.1902 | 9.6357 | 2486 | 0.8600 | 0.2536 | 0.8600 | 0.9274 | +| 0.1902 | 9.6434 | 2488 | 0.8624 | 0.2536 | 0.8624 | 0.9287 | +| 0.1902 | 9.6512 | 2490 | 0.8668 | 0.2536 | 0.8668 | 0.9310 | +| 0.1902 | 9.6589 | 2492 | 0.8676 | 0.2536 | 0.8676 | 0.9315 | +| 0.1902 | 9.6667 | 2494 | 0.8675 | 0.2536 | 0.8675 | 0.9314 | +| 0.1902 | 9.6744 | 2496 | 0.8662 | 0.2536 | 0.8662 | 0.9307 | +| 0.1902 | 9.6822 | 2498 | 0.8683 | 0.2536 | 0.8683 | 0.9318 | +| 0.1444 | 9.6899 | 2500 | 0.8706 | 0.2536 | 0.8706 | 0.9331 | +| 0.1444 | 9.6977 | 2502 | 0.8705 | 0.2536 | 0.8705 | 0.9330 | +| 0.1444 | 9.7054 | 2504 | 0.8677 | 0.2536 | 0.8677 | 0.9315 | +| 0.1444 | 9.7132 | 2506 | 0.8678 | 0.2536 | 0.8678 | 0.9316 | +| 0.1444 | 9.7209 | 2508 | 0.8647 | 0.2536 | 0.8647 | 0.9299 | +| 0.1444 | 9.7287 | 2510 | 0.8645 | 0.2536 | 0.8645 | 0.9298 | +| 0.1444 | 9.7364 | 2512 | 0.8645 | 0.2536 | 0.8645 | 0.9298 | +| 0.1444 | 9.7442 | 2514 | 0.8625 | 0.2536 | 0.8625 | 0.9287 | +| 0.1444 | 9.7519 | 2516 | 0.8651 | 0.2536 | 0.8651 | 0.9301 | +| 0.1444 | 9.7597 | 2518 | 0.8659 | 0.2536 | 0.8659 | 0.9305 | +| 0.1444 | 9.7674 | 2520 | 0.8690 | 0.2536 | 0.8690 | 0.9322 | +| 0.1444 | 9.7752 | 2522 | 0.8747 | 0.2536 | 0.8747 | 0.9352 | +| 0.1444 | 9.7829 | 2524 | 0.8785 | 0.2536 | 0.8785 | 0.9373 | +| 0.1444 | 9.7907 | 2526 | 0.8783 | 0.2536 | 0.8783 | 0.9372 | +| 0.1444 | 9.7984 | 2528 | 0.8779 | 0.2536 | 0.8779 | 0.9369 | +| 0.1444 | 9.8062 | 2530 | 0.8770 | 0.2536 | 0.8770 | 0.9365 | +| 0.1444 | 9.8140 | 2532 | 0.8798 | 0.2536 | 0.8798 | 0.9380 | +| 0.1444 | 9.8217 | 2534 | 0.8818 | 0.2536 | 0.8818 | 0.9391 | +| 0.1444 | 9.8295 | 2536 | 0.8818 | 0.2536 | 0.8818 | 0.9390 | +| 0.1444 | 9.8372 | 2538 | 0.8799 | 0.2536 | 0.8799 | 0.9380 | +| 0.1444 | 9.8450 | 2540 | 0.8773 | 0.2536 | 0.8773 | 0.9366 | +| 0.1444 | 9.8527 | 2542 | 0.8785 | 0.2536 | 0.8785 | 0.9373 | +| 0.1444 | 9.8605 | 2544 | 0.8801 | 0.2536 | 0.8801 | 0.9381 | +| 0.1444 | 9.8682 | 2546 | 0.8821 | 0.2536 | 0.8821 | 0.9392 | +| 0.1444 | 9.8760 | 2548 | 0.8831 | 0.2536 | 0.8831 | 0.9397 | +| 0.1444 | 9.8837 | 2550 | 0.8834 | 0.2536 | 0.8834 | 0.9399 | +| 0.1444 | 9.8915 | 2552 | 0.8831 | 0.2536 | 0.8831 | 0.9397 | +| 0.1444 | 9.8992 | 2554 | 0.8828 | 0.2536 | 0.8828 | 0.9396 | +| 0.1444 | 9.9070 | 2556 | 0.8822 | 0.2536 | 0.8822 | 0.9393 | +| 0.1444 | 9.9147 | 2558 | 0.8823 | 0.2536 | 0.8823 | 0.9393 | +| 0.1444 | 9.9225 | 2560 | 0.8813 | 0.2536 | 0.8813 | 0.9388 | +| 0.1444 | 9.9302 | 2562 | 0.8807 | 0.2536 | 0.8807 | 0.9385 | +| 0.1444 | 9.9380 | 2564 | 0.8809 | 0.2536 | 0.8809 | 0.9385 | +| 0.1444 | 9.9457 | 2566 | 0.8810 | 0.2536 | 0.8810 | 0.9386 | +| 0.1444 | 9.9535 | 2568 | 0.8807 | 0.2536 | 0.8807 | 0.9385 | +| 0.1444 | 9.9612 | 2570 | 0.8807 | 0.2536 | 0.8807 | 0.9385 | +| 0.1444 | 9.9690 | 2572 | 0.8808 | 0.2536 | 0.8808 | 0.9385 | +| 0.1444 | 9.9767 | 2574 | 0.8802 | 0.2536 | 0.8802 | 0.9382 | +| 0.1444 | 9.9845 | 2576 | 0.8799 | 0.2536 | 0.8799 | 0.9380 | +| 0.1444 | 9.9922 | 2578 | 0.8797 | 0.2536 | 0.8797 | 0.9379 | +| 0.1444 | 10.0 | 2580 | 0.8796 | 0.2536 | 0.8796 | 0.9379 | + + +### Framework versions + +- Transformers 4.44.2 +- Pytorch 2.4.0+cu118 +- Datasets 2.21.0 +- Tokenizers 0.19.1 diff --git a/config.json b/config.json new file mode 100644 index 0000000000000000000000000000000000000000..345c3e21bbf42c8a438bd5b16129915c81cbcee4 --- /dev/null +++ b/config.json @@ -0,0 +1,32 @@ +{ + "_name_or_path": "aubmindlab/bert-base-arabertv02", + "architectures": [ + "BertForSequenceClassification" + ], + "attention_probs_dropout_prob": 0.1, + "classifier_dropout": null, + "hidden_act": "gelu", + "hidden_dropout_prob": 0.1, + "hidden_size": 768, + 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