diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..17df1bc1b754f6bcfc45a956c7b86d6c99d6c892 --- /dev/null +++ b/README.md @@ -0,0 +1,1654 @@ +--- +library_name: transformers +base_model: aubmindlab/bert-base-arabertv02 +tags: +- generated_from_trainer +model-index: +- name: arabert_augmented_with_original_k30_organization_task1_fold0 + results: [] +--- + + + +# arabert_augmented_with_original_k30_organization_task1_fold0 + +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: 0.7315 +- Qwk: 0.6875 +- Mse: 0.7315 +- Rmse: 0.8553 + +## 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 | 0.0063 | 2 | 3.7123 | -0.0075 | 3.7123 | 1.9267 | +| No log | 0.0125 | 4 | 2.1441 | 0.0 | 2.1441 | 1.4643 | +| No log | 0.0188 | 6 | 1.6740 | 0.2380 | 1.6740 | 1.2939 | +| No log | 0.0251 | 8 | 1.5265 | 0.2523 | 1.5265 | 1.2355 | +| No log | 0.0313 | 10 | 1.3375 | 0.1582 | 1.3375 | 1.1565 | +| No log | 0.0376 | 12 | 1.3373 | 0.0742 | 1.3373 | 1.1564 | +| No log | 0.0439 | 14 | 1.3657 | 0.0742 | 1.3657 | 1.1686 | +| No log | 0.0502 | 16 | 1.2731 | 0.0742 | 1.2731 | 1.1283 | +| No log | 0.0564 | 18 | 1.2374 | 0.0742 | 1.2374 | 1.1124 | +| No log | 0.0627 | 20 | 1.2791 | 0.1139 | 1.2791 | 1.1310 | +| No log | 0.0690 | 22 | 1.3216 | 0.0742 | 1.3216 | 1.1496 | +| No log | 0.0752 | 24 | 1.3119 | 0.0742 | 1.3119 | 1.1454 | +| No log | 0.0815 | 26 | 1.3142 | 0.0742 | 1.3142 | 1.1464 | +| No log | 0.0878 | 28 | 1.3130 | 0.0742 | 1.3130 | 1.1459 | +| No log | 0.0940 | 30 | 1.3853 | 0.1876 | 1.3853 | 1.1770 | +| No log | 0.1003 | 32 | 1.6917 | 0.2380 | 1.6917 | 1.3006 | +| No log | 0.1066 | 34 | 1.6434 | 0.2380 | 1.6434 | 1.2819 | +| No log | 0.1129 | 36 | 1.4918 | 0.2236 | 1.4918 | 1.2214 | +| No log | 0.1191 | 38 | 1.3958 | 0.1876 | 1.3958 | 1.1814 | +| No log | 0.1254 | 40 | 1.3139 | 0.0742 | 1.3139 | 1.1463 | +| No log | 0.1317 | 42 | 1.3474 | 0.0742 | 1.3474 | 1.1608 | +| No log | 0.1379 | 44 | 1.3655 | 0.1414 | 1.3655 | 1.1685 | +| No log | 0.1442 | 46 | 1.2860 | 0.2786 | 1.2860 | 1.1340 | +| No log | 0.1505 | 48 | 1.3305 | 0.2380 | 1.3305 | 1.1535 | +| No log | 0.1567 | 50 | 1.3476 | 0.2380 | 1.3476 | 1.1609 | +| No log | 0.1630 | 52 | 1.2939 | 0.2380 | 1.2939 | 1.1375 | +| No log | 0.1693 | 54 | 1.2745 | 0.2282 | 1.2745 | 1.1289 | +| No log | 0.1755 | 56 | 1.4230 | 0.1582 | 1.4230 | 1.1929 | +| No log | 0.1818 | 58 | 1.4431 | 0.0950 | 1.4431 | 1.2013 | +| No log | 0.1881 | 60 | 1.4079 | 0.0950 | 1.4079 | 1.1865 | +| No log | 0.1944 | 62 | 1.4533 | 0.1139 | 1.4533 | 1.2055 | +| No log | 0.2006 | 64 | 1.4945 | 0.1736 | 1.4945 | 1.2225 | +| No log | 0.2069 | 66 | 1.5169 | 0.1736 | 1.5169 | 1.2316 | +| No log | 0.2132 | 68 | 1.5735 | 0.0950 | 1.5735 | 1.2544 | +| No log | 0.2194 | 70 | 1.6499 | 0.0742 | 1.6499 | 1.2845 | +| No log | 0.2257 | 72 | 1.6470 | 0.0 | 1.6470 | 1.2834 | +| No log | 0.2320 | 74 | 1.6263 | 0.0 | 1.6263 | 1.2753 | +| No log | 0.2382 | 76 | 1.6207 | 0.0 | 1.6207 | 1.2731 | +| No log | 0.2445 | 78 | 1.6816 | 0.0 | 1.6816 | 1.2967 | +| No log | 0.2508 | 80 | 1.7440 | -0.1206 | 1.7440 | 1.3206 | +| No log | 0.2571 | 82 | 1.7413 | -0.1206 | 1.7413 | 1.3196 | +| No log | 0.2633 | 84 | 1.6562 | 0.0742 | 1.6562 | 1.2869 | +| No log | 0.2696 | 86 | 1.5194 | 0.0950 | 1.5194 | 1.2327 | +| No log | 0.2759 | 88 | 1.4669 | 0.1312 | 1.4669 | 1.2112 | +| No log | 0.2821 | 90 | 1.4604 | 0.2006 | 1.4604 | 1.2085 | +| No log | 0.2884 | 92 | 1.4132 | 0.1139 | 1.4132 | 1.1888 | +| No log | 0.2947 | 94 | 1.3835 | 0.0255 | 1.3835 | 1.1762 | +| No log | 0.3009 | 96 | 1.3789 | 0.0255 | 1.3789 | 1.1742 | +| No log | 0.3072 | 98 | 1.3695 | 0.0255 | 1.3695 | 1.1703 | +| No log | 0.3135 | 100 | 1.3336 | 0.0255 | 1.3336 | 1.1548 | +| No log | 0.3197 | 102 | 1.3061 | 0.0255 | 1.3061 | 1.1428 | +| No log | 0.3260 | 104 | 1.2471 | 0.0255 | 1.2471 | 1.1167 | +| No log | 0.3323 | 106 | 1.2422 | 0.0486 | 1.2422 | 1.1145 | +| No log | 0.3386 | 108 | 1.3297 | 0.0255 | 1.3297 | 1.1531 | +| No log | 0.3448 | 110 | 1.2911 | 0.0486 | 1.2911 | 1.1363 | +| No log | 0.3511 | 112 | 1.2180 | 0.0486 | 1.2180 | 1.1036 | +| No log | 0.3574 | 114 | 1.1541 | 0.2006 | 1.1541 | 1.0743 | +| No log | 0.3636 | 116 | 1.1987 | 0.1876 | 1.1987 | 1.0948 | +| No log | 0.3699 | 118 | 1.1783 | 0.2006 | 1.1783 | 1.0855 | +| No log | 0.3762 | 120 | 1.1381 | 0.2125 | 1.1381 | 1.0668 | +| No log | 0.3824 | 122 | 1.1477 | 0.2125 | 1.1477 | 1.0713 | +| No log | 0.3887 | 124 | 1.0917 | 0.2125 | 1.0917 | 1.0448 | +| No log | 0.3950 | 126 | 1.0515 | 0.2125 | 1.0515 | 1.0254 | +| No log | 0.4013 | 128 | 1.0287 | 0.2338 | 1.0287 | 1.0142 | +| No log | 0.4075 | 130 | 1.0290 | 0.2770 | 1.0290 | 1.0144 | +| No log | 0.4138 | 132 | 1.0261 | 0.2597 | 1.0261 | 1.0130 | +| No log | 0.4201 | 134 | 1.0249 | 0.2072 | 1.0249 | 1.0124 | +| No log | 0.4263 | 136 | 1.0351 | 0.2072 | 1.0351 | 1.0174 | +| No log | 0.4326 | 138 | 1.0092 | 0.2464 | 1.0092 | 1.0046 | +| No log | 0.4389 | 140 | 1.0308 | 0.2381 | 1.0308 | 1.0153 | +| No log | 0.4451 | 142 | 1.1282 | 0.3056 | 1.1282 | 1.0622 | +| No log | 0.4514 | 144 | 1.1933 | 0.3035 | 1.1933 | 1.0924 | +| No log | 0.4577 | 146 | 1.2376 | 0.1736 | 1.2376 | 1.1125 | +| No log | 0.4639 | 148 | 1.1722 | 0.2885 | 1.1722 | 1.0827 | +| No log | 0.4702 | 150 | 0.9978 | 0.2772 | 0.9978 | 0.9989 | +| No log | 0.4765 | 152 | 0.9022 | 0.3796 | 0.9022 | 0.9498 | +| No log | 0.4828 | 154 | 1.0109 | 0.3686 | 1.0109 | 1.0054 | +| No log | 0.4890 | 156 | 1.2068 | 0.0696 | 1.2068 | 1.0986 | +| No log | 0.4953 | 158 | 1.3293 | 0.0488 | 1.3293 | 1.1529 | +| No log | 0.5016 | 160 | 1.2069 | 0.0696 | 1.2069 | 1.0986 | +| No log | 0.5078 | 162 | 1.1092 | 0.0696 | 1.1092 | 1.0532 | +| No log | 0.5141 | 164 | 1.0610 | 0.1064 | 1.0610 | 1.0301 | +| No log | 0.5204 | 166 | 1.0593 | 0.1064 | 1.0593 | 1.0292 | +| No log | 0.5266 | 168 | 1.0575 | 0.3035 | 1.0575 | 1.0283 | +| No log | 0.5329 | 170 | 1.0495 | 0.2958 | 1.0495 | 1.0245 | +| No log | 0.5392 | 172 | 1.0344 | 0.2396 | 1.0344 | 1.0171 | +| No log | 0.5455 | 174 | 1.0397 | 0.1736 | 1.0397 | 1.0197 | +| No log | 0.5517 | 176 | 1.0745 | 0.0486 | 1.0745 | 1.0366 | +| No log | 0.5580 | 178 | 1.1488 | 0.0 | 1.1488 | 1.0718 | +| No log | 0.5643 | 180 | 1.1912 | 0.0 | 1.1912 | 1.0914 | +| No log | 0.5705 | 182 | 1.1454 | 0.0486 | 1.1454 | 1.0702 | +| No log | 0.5768 | 184 | 1.0874 | 0.2125 | 1.0874 | 1.0428 | +| No log | 0.5831 | 186 | 1.0973 | 0.3035 | 1.0973 | 1.0475 | +| No log | 0.5893 | 188 | 1.1305 | 0.3443 | 1.1305 | 1.0632 | +| No log | 0.5956 | 190 | 1.1613 | 0.2848 | 1.1613 | 1.0777 | +| No log | 0.6019 | 192 | 1.1651 | 0.2848 | 1.1651 | 1.0794 | +| No log | 0.6082 | 194 | 1.1727 | 0.2607 | 1.1727 | 1.0829 | +| No log | 0.6144 | 196 | 1.1689 | 0.2607 | 1.1689 | 1.0811 | +| No log | 0.6207 | 198 | 1.1719 | 0.2685 | 1.1719 | 1.0826 | +| No log | 0.6270 | 200 | 1.1420 | 0.2607 | 1.1420 | 1.0687 | +| No log | 0.6332 | 202 | 1.0833 | 0.2597 | 1.0833 | 1.0408 | +| No log | 0.6395 | 204 | 1.0549 | 0.1616 | 1.0549 | 1.0271 | +| No log | 0.6458 | 206 | 1.1017 | 0.0696 | 1.1017 | 1.0496 | +| No log | 0.6520 | 208 | 1.2488 | 0.0 | 1.2488 | 1.1175 | +| No log | 0.6583 | 210 | 1.4640 | 0.0 | 1.4640 | 1.2100 | +| No log | 0.6646 | 212 | 1.5506 | 0.0 | 1.5506 | 1.2452 | +| No log | 0.6708 | 214 | 1.4878 | 0.0 | 1.4878 | 1.2197 | +| No log | 0.6771 | 216 | 1.4005 | 0.0 | 1.4005 | 1.1834 | +| No log | 0.6834 | 218 | 1.2718 | 0.0 | 1.2718 | 1.1277 | +| No log | 0.6897 | 220 | 1.1471 | 0.0486 | 1.1471 | 1.0710 | +| No log | 0.6959 | 222 | 1.0987 | 0.0696 | 1.0987 | 1.0482 | +| No log | 0.7022 | 224 | 1.0835 | 0.1616 | 1.0835 | 1.0409 | +| No log | 0.7085 | 226 | 1.1217 | 0.2848 | 1.1217 | 1.0591 | +| No log | 0.7147 | 228 | 1.1267 | 0.2434 | 1.1267 | 1.0615 | +| No log | 0.7210 | 230 | 1.1199 | 0.1470 | 1.1199 | 1.0582 | +| No log | 0.7273 | 232 | 1.1331 | 0.0888 | 1.1331 | 1.0645 | +| No log | 0.7335 | 234 | 1.1458 | 0.0888 | 1.1458 | 1.0704 | +| No log | 0.7398 | 236 | 1.1522 | 0.0696 | 1.1522 | 1.0734 | +| No log | 0.7461 | 238 | 1.1877 | 0.0486 | 1.1877 | 1.0898 | +| No log | 0.7524 | 240 | 1.2798 | 0.0 | 1.2798 | 1.1313 | +| No log | 0.7586 | 242 | 1.4007 | 0.0 | 1.4007 | 1.1835 | +| No log | 0.7649 | 244 | 1.4547 | 0.0 | 1.4547 | 1.2061 | +| No log | 0.7712 | 246 | 1.4520 | 0.0 | 1.4520 | 1.2050 | +| No log | 0.7774 | 248 | 1.4123 | 0.0 | 1.4123 | 1.1884 | +| No log | 0.7837 | 250 | 1.3557 | 0.0 | 1.3557 | 1.1644 | +| No log | 0.7900 | 252 | 1.2934 | 0.0 | 1.2934 | 1.1373 | +| No log | 0.7962 | 254 | 1.2756 | 0.0 | 1.2756 | 1.1294 | +| No log | 0.8025 | 256 | 1.2823 | 0.0486 | 1.2823 | 1.1324 | +| No log | 0.8088 | 258 | 1.2490 | 0.1470 | 1.2490 | 1.1176 | +| No log | 0.8150 | 260 | 1.3037 | 0.1616 | 1.3037 | 1.1418 | +| No log | 0.8213 | 262 | 1.3613 | 0.1470 | 1.3613 | 1.1668 | +| No log | 0.8276 | 264 | 1.2616 | 0.1616 | 1.2616 | 1.1232 | +| No log | 0.8339 | 266 | 1.1402 | 0.3035 | 1.1402 | 1.0678 | +| No log | 0.8401 | 268 | 1.1043 | 0.2434 | 1.1043 | 1.0509 | +| No log | 0.8464 | 270 | 1.0999 | 0.2292 | 1.0999 | 1.0487 | +| No log | 0.8527 | 272 | 1.0744 | 0.2292 | 1.0744 | 1.0365 | +| No log | 0.8589 | 274 | 1.0263 | 0.4793 | 1.0263 | 1.0131 | +| No log | 0.8652 | 276 | 0.9793 | 0.4615 | 0.9793 | 0.9896 | +| No log | 0.8715 | 278 | 0.9580 | 0.4936 | 0.9580 | 0.9788 | +| No log | 0.8777 | 280 | 0.9594 | 0.4936 | 0.9594 | 0.9795 | +| No log | 0.8840 | 282 | 0.9380 | 0.5462 | 0.9380 | 0.9685 | +| No log | 0.8903 | 284 | 0.9404 | 0.5099 | 0.9404 | 0.9697 | +| No log | 0.8966 | 286 | 0.9466 | 0.4244 | 0.9466 | 0.9729 | +| No log | 0.9028 | 288 | 0.9704 | 0.4160 | 0.9704 | 0.9851 | +| No log | 0.9091 | 290 | 1.0013 | 0.3241 | 1.0013 | 1.0006 | +| No log | 0.9154 | 292 | 1.0092 | 0.3556 | 1.0092 | 1.0046 | +| No log | 0.9216 | 294 | 1.0588 | 0.1795 | 1.0588 | 1.0290 | +| No log | 0.9279 | 296 | 1.0953 | 0.0696 | 1.0953 | 1.0466 | +| No log | 0.9342 | 298 | 1.1077 | 0.2478 | 1.1077 | 1.0525 | +| No log | 0.9404 | 300 | 1.0255 | 0.1939 | 1.0255 | 1.0127 | +| No log | 0.9467 | 302 | 0.9830 | 0.3623 | 0.9830 | 0.9914 | +| No log | 0.9530 | 304 | 1.0015 | 0.4037 | 1.0015 | 1.0008 | +| No log | 0.9592 | 306 | 1.0584 | 0.4409 | 1.0584 | 1.0288 | +| No log | 0.9655 | 308 | 1.1139 | 0.4338 | 1.1139 | 1.0554 | +| No log | 0.9718 | 310 | 1.1242 | 0.4296 | 1.1242 | 1.0603 | +| No log | 0.9781 | 312 | 1.1264 | 0.4044 | 1.1264 | 1.0613 | +| No log | 0.9843 | 314 | 1.1164 | 0.3621 | 1.1164 | 1.0566 | +| No log | 0.9906 | 316 | 1.0679 | 0.3933 | 1.0679 | 1.0334 | +| No log | 0.9969 | 318 | 1.0439 | 0.3987 | 1.0439 | 1.0217 | +| No log | 1.0031 | 320 | 1.0093 | 0.4037 | 1.0093 | 1.0046 | +| No log | 1.0094 | 322 | 0.9952 | 0.5108 | 0.9952 | 0.9976 | +| No log | 1.0157 | 324 | 0.9928 | 0.4915 | 0.9928 | 0.9964 | +| No log | 1.0219 | 326 | 1.0197 | 0.3817 | 1.0197 | 1.0098 | +| No log | 1.0282 | 328 | 1.0535 | 0.3974 | 1.0535 | 1.0264 | +| No log | 1.0345 | 330 | 1.1230 | 0.3920 | 1.1230 | 1.0597 | +| No log | 1.0408 | 332 | 1.0952 | 0.3693 | 1.0952 | 1.0465 | +| No log | 1.0470 | 334 | 1.0672 | 0.4681 | 1.0672 | 1.0331 | +| No log | 1.0533 | 336 | 0.9873 | 0.4699 | 0.9873 | 0.9936 | +| No log | 1.0596 | 338 | 0.9465 | 0.5108 | 0.9465 | 0.9729 | +| No log | 1.0658 | 340 | 0.9464 | 0.5108 | 0.9464 | 0.9728 | +| No log | 1.0721 | 342 | 0.9497 | 0.4716 | 0.9497 | 0.9745 | +| No log | 1.0784 | 344 | 0.9456 | 0.4515 | 0.9456 | 0.9724 | +| No log | 1.0846 | 346 | 0.9352 | 0.4706 | 0.9352 | 0.9670 | +| No log | 1.0909 | 348 | 0.9567 | 0.4160 | 0.9567 | 0.9781 | +| No log | 1.0972 | 350 | 0.9875 | 0.4351 | 0.9875 | 0.9937 | +| No log | 1.1034 | 352 | 0.9656 | 0.4351 | 0.9656 | 0.9827 | +| No log | 1.1097 | 354 | 0.9060 | 0.4280 | 0.9060 | 0.9518 | +| No log | 1.1160 | 356 | 0.9125 | 0.5470 | 0.9125 | 0.9553 | +| No log | 1.1223 | 358 | 0.9308 | 0.5470 | 0.9308 | 0.9648 | +| No log | 1.1285 | 360 | 0.9171 | 0.5285 | 0.9171 | 0.9576 | +| No log | 1.1348 | 362 | 0.9013 | 0.4706 | 0.9013 | 0.9494 | +| No log | 1.1411 | 364 | 0.9189 | 0.4388 | 0.9189 | 0.9586 | +| No log | 1.1473 | 366 | 0.9584 | 0.4310 | 0.9584 | 0.9790 | +| No log | 1.1536 | 368 | 1.0343 | 0.3527 | 1.0343 | 1.0170 | +| No log | 1.1599 | 370 | 1.0117 | 0.4310 | 1.0117 | 1.0058 | +| No log | 1.1661 | 372 | 0.9251 | 0.4388 | 0.9251 | 0.9618 | +| No log | 1.1724 | 374 | 0.8966 | 0.4706 | 0.8966 | 0.9469 | +| No log | 1.1787 | 376 | 0.9084 | 0.4706 | 0.9084 | 0.9531 | +| No log | 1.1850 | 378 | 0.9199 | 0.4706 | 0.9199 | 0.9591 | +| No log | 1.1912 | 380 | 0.9306 | 0.4244 | 0.9306 | 0.9647 | +| No log | 1.1975 | 382 | 0.9728 | 0.4160 | 0.9728 | 0.9863 | +| No log | 1.2038 | 384 | 0.9560 | 0.4160 | 0.9560 | 0.9777 | +| No log | 1.2100 | 386 | 0.8924 | 0.4280 | 0.8924 | 0.9447 | +| No log | 1.2163 | 388 | 0.8510 | 0.5462 | 0.8510 | 0.9225 | +| No log | 1.2226 | 390 | 0.8554 | 0.58 | 0.8554 | 0.9249 | +| No log | 1.2288 | 392 | 0.8823 | 0.5102 | 0.8823 | 0.9393 | +| No log | 1.2351 | 394 | 0.8697 | 0.5102 | 0.8697 | 0.9326 | +| No log | 1.2414 | 396 | 0.8884 | 0.4953 | 0.8884 | 0.9425 | +| No log | 1.2476 | 398 | 0.8585 | 0.5428 | 0.8585 | 0.9266 | +| No log | 1.2539 | 400 | 0.8159 | 0.6114 | 0.8159 | 0.9033 | +| No log | 1.2602 | 402 | 0.7975 | 0.5462 | 0.7975 | 0.8931 | +| No log | 1.2665 | 404 | 0.8038 | 0.4706 | 0.8038 | 0.8965 | +| No log | 1.2727 | 406 | 0.8180 | 0.4897 | 0.8180 | 0.9044 | +| No log | 1.2790 | 408 | 0.8236 | 0.4696 | 0.8236 | 0.9075 | +| No log | 1.2853 | 410 | 0.8471 | 0.4269 | 0.8471 | 0.9204 | +| No log | 1.2915 | 412 | 0.8605 | 0.4468 | 0.8605 | 0.9276 | +| No log | 1.2978 | 414 | 0.9446 | 0.4648 | 0.9446 | 0.9719 | +| No log | 1.3041 | 416 | 0.9582 | 0.4648 | 0.9582 | 0.9789 | +| No log | 1.3103 | 418 | 0.9034 | 0.4479 | 0.9034 | 0.9504 | +| No log | 1.3166 | 420 | 0.8789 | 0.4479 | 0.8789 | 0.9375 | +| No log | 1.3229 | 422 | 0.8686 | 0.4897 | 0.8686 | 0.9320 | +| No log | 1.3292 | 424 | 0.8739 | 0.5099 | 0.8739 | 0.9348 | +| No log | 1.3354 | 426 | 0.8941 | 0.4706 | 0.8941 | 0.9456 | +| No log | 1.3417 | 428 | 0.9109 | 0.4706 | 0.9109 | 0.9544 | +| No log | 1.3480 | 430 | 0.9111 | 0.4244 | 0.9111 | 0.9545 | +| No log | 1.3542 | 432 | 0.9227 | 0.4244 | 0.9227 | 0.9605 | +| No log | 1.3605 | 434 | 0.9646 | 0.4160 | 0.9646 | 0.9822 | +| No log | 1.3668 | 436 | 1.0819 | 0.4815 | 1.0819 | 1.0401 | +| No log | 1.3730 | 438 | 1.1819 | 0.4549 | 1.1819 | 1.0871 | +| No log | 1.3793 | 440 | 1.1999 | 0.5322 | 1.1999 | 1.0954 | +| No log | 1.3856 | 442 | 1.1247 | 0.4577 | 1.1247 | 1.0605 | +| No log | 1.3918 | 444 | 1.0625 | 0.4830 | 1.0625 | 1.0308 | +| No log | 1.3981 | 446 | 1.0119 | 0.4590 | 1.0119 | 1.0060 | +| No log | 1.4044 | 448 | 0.9555 | 0.4451 | 0.9555 | 0.9775 | +| No log | 1.4107 | 450 | 0.8805 | 0.4479 | 0.8805 | 0.9383 | +| No log | 1.4169 | 452 | 0.8509 | 0.4897 | 0.8509 | 0.9225 | +| No log | 1.4232 | 454 | 0.8369 | 0.4706 | 0.8369 | 0.9148 | +| No log | 1.4295 | 456 | 0.8489 | 0.4706 | 0.8489 | 0.9214 | +| No log | 1.4357 | 458 | 0.9149 | 0.4897 | 0.9149 | 0.9565 | +| No log | 1.4420 | 460 | 0.9971 | 0.4451 | 0.9971 | 0.9985 | +| No log | 1.4483 | 462 | 1.0540 | 0.4375 | 1.0540 | 1.0266 | +| No log | 1.4545 | 464 | 1.0333 | 0.4375 | 1.0333 | 1.0165 | +| No log | 1.4608 | 466 | 0.9495 | 0.4479 | 0.9495 | 0.9744 | +| No log | 1.4671 | 468 | 0.8763 | 0.5099 | 0.8763 | 0.9361 | +| No log | 1.4734 | 470 | 0.8468 | 0.5462 | 0.8468 | 0.9202 | +| No log | 1.4796 | 472 | 0.8308 | 0.5462 | 0.8308 | 0.9115 | +| No log | 1.4859 | 474 | 0.8446 | 0.5101 | 0.8446 | 0.9190 | +| No log | 1.4922 | 476 | 0.8570 | 0.4936 | 0.8570 | 0.9257 | +| No log | 1.4984 | 478 | 0.8443 | 0.475 | 0.8443 | 0.9189 | +| No log | 1.5047 | 480 | 0.8398 | 0.475 | 0.8398 | 0.9164 | +| No log | 1.5110 | 482 | 0.8407 | 0.5462 | 0.8407 | 0.9169 | +| No log | 1.5172 | 484 | 0.8460 | 0.5462 | 0.8460 | 0.9198 | +| No log | 1.5235 | 486 | 0.8618 | 0.5462 | 0.8618 | 0.9283 | +| No log | 1.5298 | 488 | 0.8732 | 0.5462 | 0.8732 | 0.9345 | +| No log | 1.5361 | 490 | 0.8818 | 0.5462 | 0.8818 | 0.9390 | +| No log | 1.5423 | 492 | 0.8838 | 0.5462 | 0.8838 | 0.9401 | +| No log | 1.5486 | 494 | 0.8911 | 0.5462 | 0.8911 | 0.9440 | +| No log | 1.5549 | 496 | 0.8965 | 0.5099 | 0.8965 | 0.9468 | +| No log | 1.5611 | 498 | 0.8974 | 0.5098 | 0.8974 | 0.9473 | +| 0.8064 | 1.5674 | 500 | 0.8852 | 0.4479 | 0.8852 | 0.9408 | +| 0.8064 | 1.5737 | 502 | 0.8583 | 0.4897 | 0.8583 | 0.9265 | +| 0.8064 | 1.5799 | 504 | 0.8508 | 0.5089 | 0.8508 | 0.9224 | +| 0.8064 | 1.5862 | 506 | 0.8523 | 0.5468 | 0.8523 | 0.9232 | +| 0.8064 | 1.5925 | 508 | 0.8474 | 0.5090 | 0.8474 | 0.9205 | +| 0.8064 | 1.5987 | 510 | 0.8397 | 0.5455 | 0.8397 | 0.9164 | +| 0.8064 | 1.6050 | 512 | 0.8371 | 0.5640 | 0.8371 | 0.9149 | +| 0.8064 | 1.6113 | 514 | 0.8394 | 0.5462 | 0.8394 | 0.9162 | +| 0.8064 | 1.6176 | 516 | 0.8616 | 0.58 | 0.8616 | 0.9282 | +| 0.8064 | 1.6238 | 518 | 0.8661 | 0.58 | 0.8661 | 0.9307 | +| 0.8064 | 1.6301 | 520 | 0.8637 | 0.5462 | 0.8637 | 0.9294 | +| 0.8064 | 1.6364 | 522 | 0.8720 | 0.5462 | 0.8720 | 0.9338 | +| 0.8064 | 1.6426 | 524 | 0.8825 | 0.5462 | 0.8825 | 0.9394 | +| 0.8064 | 1.6489 | 526 | 0.8876 | 0.5462 | 0.8876 | 0.9421 | +| 0.8064 | 1.6552 | 528 | 0.8775 | 0.5462 | 0.8775 | 0.9367 | +| 0.8064 | 1.6614 | 530 | 0.8670 | 0.5277 | 0.8670 | 0.9312 | +| 0.8064 | 1.6677 | 532 | 0.8680 | 0.5462 | 0.8680 | 0.9316 | +| 0.8064 | 1.6740 | 534 | 0.8800 | 0.5101 | 0.8800 | 0.9381 | +| 0.8064 | 1.6803 | 536 | 0.8819 | 0.5101 | 0.8819 | 0.9391 | +| 0.8064 | 1.6865 | 538 | 0.8789 | 0.5101 | 0.8789 | 0.9375 | +| 0.8064 | 1.6928 | 540 | 0.8612 | 0.58 | 0.8612 | 0.9280 | +| 0.8064 | 1.6991 | 542 | 0.8432 | 0.5099 | 0.8432 | 0.9182 | +| 0.8064 | 1.7053 | 544 | 0.8425 | 0.4906 | 0.8425 | 0.9179 | +| 0.8064 | 1.7116 | 546 | 0.8403 | 0.4906 | 0.8403 | 0.9167 | +| 0.8064 | 1.7179 | 548 | 0.8510 | 0.4906 | 0.8510 | 0.9225 | +| 0.8064 | 1.7241 | 550 | 0.8604 | 0.5099 | 0.8604 | 0.9276 | +| 0.8064 | 1.7304 | 552 | 0.8754 | 0.5099 | 0.8754 | 0.9356 | +| 0.8064 | 1.7367 | 554 | 0.8817 | 0.4706 | 0.8817 | 0.9390 | +| 0.8064 | 1.7429 | 556 | 0.8918 | 0.4650 | 0.8918 | 0.9444 | +| 0.8064 | 1.7492 | 558 | 0.8994 | 0.4627 | 0.8994 | 0.9484 | +| 0.8064 | 1.7555 | 560 | 0.9120 | 0.4650 | 0.9120 | 0.9550 | +| 0.8064 | 1.7618 | 562 | 0.9408 | 0.4627 | 0.9408 | 0.9699 | +| 0.8064 | 1.7680 | 564 | 0.9691 | 0.4388 | 0.9691 | 0.9844 | +| 0.8064 | 1.7743 | 566 | 0.9777 | 0.4112 | 0.9777 | 0.9888 | +| 0.8064 | 1.7806 | 568 | 0.9585 | 0.4627 | 0.9585 | 0.9790 | +| 0.8064 | 1.7868 | 570 | 0.9451 | 0.4689 | 0.9451 | 0.9721 | +| 0.8064 | 1.7931 | 572 | 0.9613 | 0.4355 | 0.9613 | 0.9805 | +| 0.8064 | 1.7994 | 574 | 0.9837 | 0.4931 | 0.9837 | 0.9918 | +| 0.8064 | 1.8056 | 576 | 0.9651 | 0.4745 | 0.9651 | 0.9824 | +| 0.8064 | 1.8119 | 578 | 0.9471 | 0.4745 | 0.9471 | 0.9732 | +| 0.8064 | 1.8182 | 580 | 0.9149 | 0.4915 | 0.9149 | 0.9565 | +| 0.8064 | 1.8245 | 582 | 0.8783 | 0.5099 | 0.8783 | 0.9372 | +| 0.8064 | 1.8307 | 584 | 0.8703 | 0.5098 | 0.8703 | 0.9329 | +| 0.8064 | 1.8370 | 586 | 0.8618 | 0.4689 | 0.8618 | 0.9283 | +| 0.8064 | 1.8433 | 588 | 0.8712 | 0.4689 | 0.8712 | 0.9334 | +| 0.8064 | 1.8495 | 590 | 0.8965 | 0.4451 | 0.8965 | 0.9469 | +| 0.8064 | 1.8558 | 592 | 0.9176 | 0.4638 | 0.9176 | 0.9579 | +| 0.8064 | 1.8621 | 594 | 0.9105 | 0.4638 | 0.9105 | 0.9542 | +| 0.8064 | 1.8683 | 596 | 0.8847 | 0.4451 | 0.8847 | 0.9406 | +| 0.8064 | 1.8746 | 598 | 0.8522 | 0.4689 | 0.8522 | 0.9231 | +| 0.8064 | 1.8809 | 600 | 0.8509 | 0.4689 | 0.8509 | 0.9224 | +| 0.8064 | 1.8871 | 602 | 0.8607 | 0.4689 | 0.8607 | 0.9277 | +| 0.8064 | 1.8934 | 604 | 0.8455 | 0.4689 | 0.8455 | 0.9195 | +| 0.8064 | 1.8997 | 606 | 0.8484 | 0.4244 | 0.8484 | 0.9211 | +| 0.8064 | 1.9060 | 608 | 0.8356 | 0.4244 | 0.8356 | 0.9141 | +| 0.8064 | 1.9122 | 610 | 0.8494 | 0.4244 | 0.8494 | 0.9216 | +| 0.8064 | 1.9185 | 612 | 0.8487 | 0.4244 | 0.8487 | 0.9213 | +| 0.8064 | 1.9248 | 614 | 0.8616 | 0.4280 | 0.8616 | 0.9282 | +| 0.8064 | 1.9310 | 616 | 0.8843 | 0.4244 | 0.8843 | 0.9404 | +| 0.8064 | 1.9373 | 618 | 0.9043 | 0.4082 | 0.9043 | 0.9510 | +| 0.8064 | 1.9436 | 620 | 0.9325 | 0.3933 | 0.9325 | 0.9657 | +| 0.8064 | 1.9498 | 622 | 0.9516 | 0.3796 | 0.9516 | 0.9755 | +| 0.8064 | 1.9561 | 624 | 0.9600 | 0.4207 | 0.9600 | 0.9798 | +| 0.8064 | 1.9624 | 626 | 0.9239 | 0.4745 | 0.9239 | 0.9612 | +| 0.8064 | 1.9687 | 628 | 0.8887 | 0.4915 | 0.8887 | 0.9427 | +| 0.8064 | 1.9749 | 630 | 0.8306 | 0.5099 | 0.8306 | 0.9114 | +| 0.8064 | 1.9812 | 632 | 0.7913 | 0.5099 | 0.7913 | 0.8896 | +| 0.8064 | 1.9875 | 634 | 0.7955 | 0.5283 | 0.7955 | 0.8919 | +| 0.8064 | 1.9937 | 636 | 0.8779 | 0.4409 | 0.8779 | 0.9370 | +| 0.8064 | 2.0 | 638 | 1.0025 | 0.4603 | 1.0025 | 1.0013 | +| 0.8064 | 2.0063 | 640 | 1.0958 | 0.5311 | 1.0958 | 1.0468 | +| 0.8064 | 2.0125 | 642 | 1.1264 | 0.5311 | 1.1264 | 1.0613 | +| 0.8064 | 2.0188 | 644 | 1.0823 | 0.4577 | 1.0823 | 1.0403 | +| 0.8064 | 2.0251 | 646 | 1.0130 | 0.4338 | 1.0130 | 1.0065 | +| 0.8064 | 2.0313 | 648 | 0.9588 | 0.4615 | 0.9588 | 0.9792 | +| 0.8064 | 2.0376 | 650 | 0.9107 | 0.4204 | 0.9107 | 0.9543 | +| 0.8064 | 2.0439 | 652 | 0.8709 | 0.4689 | 0.8709 | 0.9332 | +| 0.8064 | 2.0502 | 654 | 0.8427 | 0.4706 | 0.8427 | 0.9180 | +| 0.8064 | 2.0564 | 656 | 0.8336 | 0.4706 | 0.8336 | 0.9130 | +| 0.8064 | 2.0627 | 658 | 0.8121 | 0.4706 | 0.8121 | 0.9012 | +| 0.8064 | 2.0690 | 660 | 0.7840 | 0.4706 | 0.7840 | 0.8855 | +| 0.8064 | 2.0752 | 662 | 0.7800 | 0.5099 | 0.7800 | 0.8832 | +| 0.8064 | 2.0815 | 664 | 0.7860 | 0.5462 | 0.7860 | 0.8866 | +| 0.8064 | 2.0878 | 666 | 0.8013 | 0.5462 | 0.8013 | 0.8952 | +| 0.8064 | 2.0940 | 668 | 0.8002 | 0.5462 | 0.8002 | 0.8946 | +| 0.8064 | 2.1003 | 670 | 0.7878 | 0.5462 | 0.7878 | 0.8876 | +| 0.8064 | 2.1066 | 672 | 0.7919 | 0.4706 | 0.7919 | 0.8899 | +| 0.8064 | 2.1129 | 674 | 0.8088 | 0.4706 | 0.8088 | 0.8993 | +| 0.8064 | 2.1191 | 676 | 0.8021 | 0.4706 | 0.8021 | 0.8956 | +| 0.8064 | 2.1254 | 678 | 0.7887 | 0.5099 | 0.7887 | 0.8881 | +| 0.8064 | 2.1317 | 680 | 0.7801 | 0.5099 | 0.7801 | 0.8832 | +| 0.8064 | 2.1379 | 682 | 0.7812 | 0.5099 | 0.7812 | 0.8838 | +| 0.8064 | 2.1442 | 684 | 0.7808 | 0.5099 | 0.7808 | 0.8836 | +| 0.8064 | 2.1505 | 686 | 0.7783 | 0.5099 | 0.7783 | 0.8822 | +| 0.8064 | 2.1567 | 688 | 0.7848 | 0.5099 | 0.7848 | 0.8859 | +| 0.8064 | 2.1630 | 690 | 0.8194 | 0.4897 | 0.8194 | 0.9052 | +| 0.8064 | 2.1693 | 692 | 0.8744 | 0.4590 | 0.8744 | 0.9351 | +| 0.8064 | 2.1755 | 694 | 0.8945 | 0.4590 | 0.8945 | 0.9458 | +| 0.8064 | 2.1818 | 696 | 0.8775 | 0.4638 | 0.8775 | 0.9368 | +| 0.8064 | 2.1881 | 698 | 0.8646 | 0.4451 | 0.8646 | 0.9298 | +| 0.8064 | 2.1944 | 700 | 0.8324 | 0.4451 | 0.8324 | 0.9124 | +| 0.8064 | 2.2006 | 702 | 0.8179 | 0.4479 | 0.8179 | 0.9044 | +| 0.8064 | 2.2069 | 704 | 0.8223 | 0.4451 | 0.8223 | 0.9068 | +| 0.8064 | 2.2132 | 706 | 0.8318 | 0.4451 | 0.8318 | 0.9120 | +| 0.8064 | 2.2194 | 708 | 0.8764 | 0.4868 | 0.8764 | 0.9361 | +| 0.8064 | 2.2257 | 710 | 0.9117 | 0.4844 | 0.9117 | 0.9548 | +| 0.8064 | 2.2320 | 712 | 0.9441 | 0.4844 | 0.9441 | 0.9716 | +| 0.8064 | 2.2382 | 714 | 0.9297 | 0.4615 | 0.9297 | 0.9642 | +| 0.8064 | 2.2445 | 716 | 0.8920 | 0.4244 | 0.8920 | 0.9445 | +| 0.8064 | 2.2508 | 718 | 0.8801 | 0.4244 | 0.8801 | 0.9381 | +| 0.8064 | 2.2571 | 720 | 0.8752 | 0.4244 | 0.8752 | 0.9355 | +| 0.8064 | 2.2633 | 722 | 0.8735 | 0.4244 | 0.8735 | 0.9346 | +| 0.8064 | 2.2696 | 724 | 0.8862 | 0.4244 | 0.8862 | 0.9414 | +| 0.8064 | 2.2759 | 726 | 0.9023 | 0.4204 | 0.9023 | 0.9499 | +| 0.8064 | 2.2821 | 728 | 0.9362 | 0.4351 | 0.9362 | 0.9676 | +| 0.8064 | 2.2884 | 730 | 0.9867 | 0.4815 | 0.9867 | 0.9933 | +| 0.8064 | 2.2947 | 732 | 1.0035 | 0.4815 | 1.0035 | 1.0017 | +| 0.8064 | 2.3009 | 734 | 0.9796 | 0.4815 | 0.9796 | 0.9897 | +| 0.8064 | 2.3072 | 736 | 0.9235 | 0.4615 | 0.9235 | 0.9610 | +| 0.8064 | 2.3135 | 738 | 0.8649 | 0.4670 | 0.8649 | 0.9300 | +| 0.8064 | 2.3197 | 740 | 0.8221 | 0.5099 | 0.8221 | 0.9067 | +| 0.8064 | 2.3260 | 742 | 0.7900 | 0.5099 | 0.7900 | 0.8888 | +| 0.8064 | 2.3323 | 744 | 0.7834 | 0.5099 | 0.7834 | 0.8851 | +| 0.8064 | 2.3386 | 746 | 0.7940 | 0.5283 | 0.7940 | 0.8911 | +| 0.8064 | 2.3448 | 748 | 0.7992 | 0.5283 | 0.7992 | 0.8940 | +| 0.8064 | 2.3511 | 750 | 0.7973 | 0.5283 | 0.7973 | 0.8929 | +| 0.8064 | 2.3574 | 752 | 0.7891 | 0.5283 | 0.7891 | 0.8883 | +| 0.8064 | 2.3636 | 754 | 0.7925 | 0.5468 | 0.7925 | 0.8902 | +| 0.8064 | 2.3699 | 756 | 0.8125 | 0.5468 | 0.8125 | 0.9014 | +| 0.8064 | 2.3762 | 758 | 0.8433 | 0.5275 | 0.8433 | 0.9183 | +| 0.8064 | 2.3824 | 760 | 0.8508 | 0.5653 | 0.8508 | 0.9224 | +| 0.8064 | 2.3887 | 762 | 0.8610 | 0.5089 | 0.8610 | 0.9279 | +| 0.8064 | 2.3950 | 764 | 0.8629 | 0.4897 | 0.8629 | 0.9289 | +| 0.8064 | 2.4013 | 766 | 0.8682 | 0.4706 | 0.8682 | 0.9318 | +| 0.8064 | 2.4075 | 768 | 0.8946 | 0.4689 | 0.8946 | 0.9458 | +| 0.8064 | 2.4138 | 770 | 0.9029 | 0.4689 | 0.9029 | 0.9502 | +| 0.8064 | 2.4201 | 772 | 0.9069 | 0.4689 | 0.9069 | 0.9523 | +| 0.8064 | 2.4263 | 774 | 0.8990 | 0.4706 | 0.8990 | 0.9481 | +| 0.8064 | 2.4326 | 776 | 0.8775 | 0.5099 | 0.8775 | 0.9368 | +| 0.8064 | 2.4389 | 778 | 0.8536 | 0.5099 | 0.8536 | 0.9239 | +| 0.8064 | 2.4451 | 780 | 0.8421 | 0.5462 | 0.8421 | 0.9177 | +| 0.8064 | 2.4514 | 782 | 0.8309 | 0.5462 | 0.8309 | 0.9115 | +| 0.8064 | 2.4577 | 784 | 0.8228 | 0.5462 | 0.8228 | 0.9071 | +| 0.8064 | 2.4639 | 786 | 0.8160 | 0.5099 | 0.8160 | 0.9033 | +| 0.8064 | 2.4702 | 788 | 0.8149 | 0.5099 | 0.8149 | 0.9027 | +| 0.8064 | 2.4765 | 790 | 0.8212 | 0.5099 | 0.8212 | 0.9062 | +| 0.8064 | 2.4828 | 792 | 0.8379 | 0.5099 | 0.8379 | 0.9154 | +| 0.8064 | 2.4890 | 794 | 0.8477 | 0.5099 | 0.8477 | 0.9207 | +| 0.8064 | 2.4953 | 796 | 0.8474 | 0.5099 | 0.8474 | 0.9206 | +| 0.8064 | 2.5016 | 798 | 0.8484 | 0.5099 | 0.8484 | 0.9211 | +| 0.8064 | 2.5078 | 800 | 0.8531 | 0.5099 | 0.8531 | 0.9236 | +| 0.8064 | 2.5141 | 802 | 0.8461 | 0.5099 | 0.8461 | 0.9198 | +| 0.8064 | 2.5204 | 804 | 0.8437 | 0.5099 | 0.8437 | 0.9186 | +| 0.8064 | 2.5266 | 806 | 0.8372 | 0.4906 | 0.8372 | 0.9150 | +| 0.8064 | 2.5329 | 808 | 0.8306 | 0.4906 | 0.8306 | 0.9114 | +| 0.8064 | 2.5392 | 810 | 0.8376 | 0.5090 | 0.8376 | 0.9152 | +| 0.8064 | 2.5455 | 812 | 0.8397 | 0.5090 | 0.8397 | 0.9164 | +| 0.8064 | 2.5517 | 814 | 0.8508 | 0.5090 | 0.8508 | 0.9224 | +| 0.8064 | 2.5580 | 816 | 0.8723 | 0.5090 | 0.8723 | 0.9340 | +| 0.8064 | 2.5643 | 818 | 0.8895 | 0.5275 | 0.8895 | 0.9431 | +| 0.8064 | 2.5705 | 820 | 0.9261 | 0.5459 | 0.9261 | 0.9624 | +| 0.8064 | 2.5768 | 822 | 0.9681 | 0.5459 | 0.9681 | 0.9839 | +| 0.8064 | 2.5831 | 824 | 0.9756 | 0.5078 | 0.9756 | 0.9877 | +| 0.8064 | 2.5893 | 826 | 0.9539 | 0.5078 | 0.9539 | 0.9767 | +| 0.8064 | 2.5956 | 828 | 0.9313 | 0.4878 | 0.9313 | 0.9651 | +| 0.8064 | 2.6019 | 830 | 0.9082 | 0.4888 | 0.9082 | 0.9530 | +| 0.8064 | 2.6082 | 832 | 0.8956 | 0.5283 | 0.8956 | 0.9464 | +| 0.8064 | 2.6144 | 834 | 0.8896 | 0.5283 | 0.8896 | 0.9432 | +| 0.8064 | 2.6207 | 836 | 0.8836 | 0.5099 | 0.8836 | 0.9400 | +| 0.8064 | 2.6270 | 838 | 0.8824 | 0.5099 | 0.8824 | 0.9394 | +| 0.8064 | 2.6332 | 840 | 0.8870 | 0.5099 | 0.8870 | 0.9418 | +| 0.8064 | 2.6395 | 842 | 0.8966 | 0.4888 | 0.8966 | 0.9469 | +| 0.8064 | 2.6458 | 844 | 0.8859 | 0.4888 | 0.8859 | 0.9412 | +| 0.8064 | 2.6520 | 846 | 0.8646 | 0.4888 | 0.8646 | 0.9298 | +| 0.8064 | 2.6583 | 848 | 0.8627 | 0.4678 | 0.8627 | 0.9288 | +| 0.8064 | 2.6646 | 850 | 0.8800 | 0.4659 | 0.8800 | 0.9381 | +| 0.8064 | 2.6708 | 852 | 0.8925 | 0.4615 | 0.8925 | 0.9447 | +| 0.8064 | 2.6771 | 854 | 0.8951 | 0.4615 | 0.8951 | 0.9461 | +| 0.8064 | 2.6834 | 856 | 0.8956 | 0.4615 | 0.8956 | 0.9464 | +| 0.8064 | 2.6897 | 858 | 0.8762 | 0.4615 | 0.8762 | 0.9361 | +| 0.8064 | 2.6959 | 860 | 0.8337 | 0.4659 | 0.8337 | 0.9131 | +| 0.8064 | 2.7022 | 862 | 0.7830 | 0.5089 | 0.7830 | 0.8848 | +| 0.8064 | 2.7085 | 864 | 0.7639 | 0.5455 | 0.7639 | 0.8740 | +| 0.8064 | 2.7147 | 866 | 0.7575 | 0.5455 | 0.7575 | 0.8703 | +| 0.8064 | 2.7210 | 868 | 0.7556 | 0.5455 | 0.7556 | 0.8693 | +| 0.8064 | 2.7273 | 870 | 0.7645 | 0.5089 | 0.7645 | 0.8744 | +| 0.8064 | 2.7335 | 872 | 0.7888 | 0.4678 | 0.7888 | 0.8882 | +| 0.8064 | 2.7398 | 874 | 0.7968 | 0.4678 | 0.7968 | 0.8926 | +| 0.8064 | 2.7461 | 876 | 0.8078 | 0.4689 | 0.8078 | 0.8988 | +| 0.8064 | 2.7524 | 878 | 0.8203 | 0.4689 | 0.8203 | 0.9057 | +| 0.8064 | 2.7586 | 880 | 0.8213 | 0.4689 | 0.8213 | 0.9063 | +| 0.8064 | 2.7649 | 882 | 0.7919 | 0.4689 | 0.7919 | 0.8899 | +| 0.8064 | 2.7712 | 884 | 0.7673 | 0.4888 | 0.7673 | 0.8759 | +| 0.8064 | 2.7774 | 886 | 0.7500 | 0.5476 | 0.7500 | 0.8660 | +| 0.8064 | 2.7837 | 888 | 0.7528 | 0.5462 | 0.7528 | 0.8676 | +| 0.8064 | 2.7900 | 890 | 0.7710 | 0.5285 | 0.7710 | 0.8780 | +| 0.8064 | 2.7962 | 892 | 0.7743 | 0.4580 | 0.7743 | 0.8800 | +| 0.8064 | 2.8025 | 894 | 0.7511 | 0.475 | 0.7511 | 0.8667 | +| 0.8064 | 2.8088 | 896 | 0.7487 | 0.5462 | 0.7487 | 0.8653 | +| 0.8064 | 2.8150 | 898 | 0.7454 | 0.5462 | 0.7454 | 0.8633 | +| 0.8064 | 2.8213 | 900 | 0.7498 | 0.5462 | 0.7498 | 0.8659 | +| 0.8064 | 2.8276 | 902 | 0.7481 | 0.5640 | 0.7481 | 0.8649 | +| 0.8064 | 2.8339 | 904 | 0.7589 | 0.6137 | 0.7589 | 0.8712 | +| 0.8064 | 2.8401 | 906 | 0.7735 | 0.7042 | 0.7735 | 0.8795 | +| 0.8064 | 2.8464 | 908 | 0.7800 | 0.7042 | 0.7800 | 0.8832 | +| 0.8064 | 2.8527 | 910 | 0.7972 | 0.7042 | 0.7972 | 0.8929 | +| 0.8064 | 2.8589 | 912 | 0.8345 | 0.5997 | 0.8345 | 0.9135 | +| 0.8064 | 2.8652 | 914 | 0.9014 | 0.5102 | 0.9014 | 0.9494 | +| 0.8064 | 2.8715 | 916 | 0.9619 | 0.4796 | 0.9619 | 0.9808 | +| 0.8064 | 2.8777 | 918 | 0.9501 | 0.4796 | 0.9501 | 0.9747 | +| 0.8064 | 2.8840 | 920 | 0.9067 | 0.4796 | 0.9067 | 0.9522 | +| 0.8064 | 2.8903 | 922 | 0.8971 | 0.4796 | 0.8971 | 0.9471 | +| 0.8064 | 2.8966 | 924 | 0.8498 | 0.5102 | 0.8498 | 0.9218 | +| 0.8064 | 2.9028 | 926 | 0.7825 | 0.5102 | 0.7825 | 0.8846 | +| 0.8064 | 2.9091 | 928 | 0.7664 | 0.5462 | 0.7664 | 0.8755 | +| 0.8064 | 2.9154 | 930 | 0.8029 | 0.4670 | 0.8029 | 0.8960 | +| 0.8064 | 2.9216 | 932 | 0.8515 | 0.4059 | 0.8515 | 0.9228 | +| 0.8064 | 2.9279 | 934 | 0.8958 | 0.4044 | 0.8958 | 0.9465 | +| 0.8064 | 2.9342 | 936 | 0.9005 | 0.4044 | 0.9005 | 0.9489 | +| 0.8064 | 2.9404 | 938 | 0.8859 | 0.4310 | 0.8859 | 0.9412 | +| 0.8064 | 2.9467 | 940 | 0.8646 | 0.4059 | 0.8646 | 0.9298 | +| 0.8064 | 2.9530 | 942 | 0.8428 | 0.5096 | 0.8428 | 0.9181 | +| 0.8064 | 2.9592 | 944 | 0.8403 | 0.4722 | 0.8403 | 0.9167 | +| 0.8064 | 2.9655 | 946 | 0.8585 | 0.5594 | 0.8585 | 0.9265 | +| 0.8064 | 2.9718 | 948 | 0.8638 | 0.4947 | 0.8638 | 0.9294 | +| 0.8064 | 2.9781 | 950 | 0.8707 | 0.5102 | 0.8707 | 0.9331 | +| 0.8064 | 2.9843 | 952 | 0.8642 | 0.5102 | 0.8642 | 0.9296 | +| 0.8064 | 2.9906 | 954 | 0.8463 | 0.5438 | 0.8463 | 0.9200 | +| 0.8064 | 2.9969 | 956 | 0.8321 | 0.5455 | 0.8321 | 0.9122 | +| 0.8064 | 3.0031 | 958 | 0.8471 | 0.5275 | 0.8471 | 0.9204 | +| 0.8064 | 3.0094 | 960 | 0.8888 | 0.5281 | 0.8888 | 0.9428 | +| 0.8064 | 3.0157 | 962 | 0.9190 | 0.4878 | 0.9190 | 0.9587 | +| 0.8064 | 3.0219 | 964 | 0.9097 | 0.4878 | 0.9097 | 0.9538 | +| 0.8064 | 3.0282 | 966 | 0.9055 | 0.4878 | 0.9055 | 0.9516 | +| 0.8064 | 3.0345 | 968 | 0.8949 | 0.4878 | 0.8949 | 0.9460 | +| 0.8064 | 3.0408 | 970 | 0.8622 | 0.5281 | 0.8622 | 0.9286 | +| 0.8064 | 3.0470 | 972 | 0.8434 | 0.5281 | 0.8434 | 0.9184 | +| 0.8064 | 3.0533 | 974 | 0.8338 | 0.5281 | 0.8338 | 0.9131 | +| 0.8064 | 3.0596 | 976 | 0.8407 | 0.5281 | 0.8407 | 0.9169 | +| 0.8064 | 3.0658 | 978 | 0.8516 | 0.5088 | 0.8516 | 0.9228 | +| 0.8064 | 3.0721 | 980 | 0.8473 | 0.5088 | 0.8473 | 0.9205 | +| 0.8064 | 3.0784 | 982 | 0.8379 | 0.4888 | 0.8379 | 0.9154 | +| 0.8064 | 3.0846 | 984 | 0.8310 | 0.5098 | 0.8310 | 0.9116 | +| 0.8064 | 3.0909 | 986 | 0.8246 | 0.4915 | 0.8246 | 0.9081 | +| 0.8064 | 3.0972 | 988 | 0.8225 | 0.5285 | 0.8225 | 0.9069 | +| 0.8064 | 3.1034 | 990 | 0.8252 | 0.5285 | 0.8252 | 0.9084 | +| 0.8064 | 3.1097 | 992 | 0.8156 | 0.5629 | 0.8156 | 0.9031 | +| 0.8064 | 3.1160 | 994 | 0.8016 | 0.5629 | 0.8016 | 0.8953 | +| 0.8064 | 3.1223 | 996 | 0.7814 | 0.4915 | 0.7814 | 0.8840 | +| 0.8064 | 3.1285 | 998 | 0.7534 | 0.5099 | 0.7534 | 0.8680 | +| 0.6263 | 3.1348 | 1000 | 0.7432 | 0.5275 | 0.7432 | 0.8621 | +| 0.6263 | 3.1411 | 1002 | 0.7475 | 0.4888 | 0.7475 | 0.8646 | +| 0.6263 | 3.1473 | 1004 | 0.7584 | 0.4878 | 0.7584 | 0.8708 | +| 0.6263 | 3.1536 | 1006 | 0.7507 | 0.4888 | 0.7507 | 0.8664 | +| 0.6263 | 3.1599 | 1008 | 0.7309 | 0.5633 | 0.7309 | 0.8549 | +| 0.6263 | 3.1661 | 1010 | 0.7290 | 0.5462 | 0.7290 | 0.8538 | +| 0.6263 | 3.1724 | 1012 | 0.7484 | 0.58 | 0.7484 | 0.8651 | +| 0.6263 | 3.1787 | 1014 | 0.7835 | 0.58 | 0.7835 | 0.8851 | +| 0.6263 | 3.1850 | 1016 | 0.8114 | 0.58 | 0.8114 | 0.9008 | +| 0.6263 | 3.1912 | 1018 | 0.8029 | 0.5438 | 0.8029 | 0.8961 | +| 0.6263 | 3.1975 | 1020 | 0.7896 | 0.5438 | 0.7896 | 0.8886 | +| 0.6263 | 3.2038 | 1022 | 0.7867 | 0.5438 | 0.7867 | 0.8870 | +| 0.6263 | 3.2100 | 1024 | 0.7573 | 0.58 | 0.7573 | 0.8702 | +| 0.6263 | 3.2163 | 1026 | 0.7300 | 0.5462 | 0.7300 | 0.8544 | +| 0.6263 | 3.2226 | 1028 | 0.7394 | 0.5099 | 0.7394 | 0.8599 | +| 0.6263 | 3.2288 | 1030 | 0.7725 | 0.4670 | 0.7725 | 0.8789 | +| 0.6263 | 3.2351 | 1032 | 0.8020 | 0.4650 | 0.8020 | 0.8956 | +| 0.6263 | 3.2414 | 1034 | 0.8241 | 0.4160 | 0.8241 | 0.9078 | +| 0.6263 | 3.2476 | 1036 | 0.8364 | 0.4160 | 0.8364 | 0.9146 | +| 0.6263 | 3.2539 | 1038 | 0.8343 | 0.4160 | 0.8343 | 0.9134 | +| 0.6263 | 3.2602 | 1040 | 0.8307 | 0.4160 | 0.8307 | 0.9114 | +| 0.6263 | 3.2665 | 1042 | 0.8155 | 0.4204 | 0.8155 | 0.9031 | +| 0.6263 | 3.2727 | 1044 | 0.7982 | 0.4204 | 0.7982 | 0.8934 | +| 0.6263 | 3.2790 | 1046 | 0.7854 | 0.5295 | 0.7854 | 0.8862 | +| 0.6263 | 3.2853 | 1048 | 0.7718 | 0.5473 | 0.7718 | 0.8785 | +| 0.6263 | 3.2915 | 1050 | 0.7542 | 0.5473 | 0.7542 | 0.8685 | +| 0.6263 | 3.2978 | 1052 | 0.7391 | 0.6031 | 0.7391 | 0.8597 | +| 0.6263 | 3.3041 | 1054 | 0.7345 | 0.5845 | 0.7345 | 0.8570 | +| 0.6263 | 3.3103 | 1056 | 0.7290 | 0.5818 | 0.7290 | 0.8538 | +| 0.6263 | 3.3166 | 1058 | 0.7259 | 0.5997 | 0.7259 | 0.8520 | +| 0.6263 | 3.3229 | 1060 | 0.7361 | 0.5811 | 0.7361 | 0.8580 | +| 0.6263 | 3.3292 | 1062 | 0.7417 | 0.5283 | 0.7417 | 0.8612 | +| 0.6263 | 3.3354 | 1064 | 0.7595 | 0.5640 | 0.7595 | 0.8715 | +| 0.6263 | 3.3417 | 1066 | 0.7859 | 0.5462 | 0.7859 | 0.8865 | +| 0.6263 | 3.3480 | 1068 | 0.8139 | 0.5462 | 0.8139 | 0.9022 | +| 0.6263 | 3.3542 | 1070 | 0.8601 | 0.5476 | 0.8601 | 0.9274 | +| 0.6263 | 3.3605 | 1072 | 0.9290 | 0.4082 | 0.9290 | 0.9638 | +| 0.6263 | 3.3668 | 1074 | 0.9660 | 0.4082 | 0.9660 | 0.9829 | +| 0.6263 | 3.3730 | 1076 | 0.9634 | 0.4082 | 0.9634 | 0.9815 | +| 0.6263 | 3.3793 | 1078 | 0.9451 | 0.4037 | 0.9451 | 0.9721 | +| 0.6263 | 3.3856 | 1080 | 0.9140 | 0.4878 | 0.9140 | 0.9560 | +| 0.6263 | 3.3918 | 1082 | 0.8745 | 0.4878 | 0.8745 | 0.9352 | +| 0.6263 | 3.3981 | 1084 | 0.8426 | 0.5660 | 0.8426 | 0.9179 | +| 0.6263 | 3.4044 | 1086 | 0.8245 | 0.5660 | 0.8245 | 0.9080 | +| 0.6263 | 3.4107 | 1088 | 0.8285 | 0.5859 | 0.8285 | 0.9102 | +| 0.6263 | 3.4169 | 1090 | 0.8352 | 0.6053 | 0.8352 | 0.9139 | +| 0.6263 | 3.4232 | 1092 | 0.8476 | 0.6053 | 0.8476 | 0.9207 | +| 0.6263 | 3.4295 | 1094 | 0.8892 | 0.6053 | 0.8892 | 0.9430 | +| 0.6263 | 3.4357 | 1096 | 0.9419 | 0.6706 | 0.9419 | 0.9705 | +| 0.6263 | 3.4420 | 1098 | 0.9851 | 0.6346 | 0.9851 | 0.9925 | +| 0.6263 | 3.4483 | 1100 | 0.9965 | 0.6346 | 0.9965 | 0.9982 | +| 0.6263 | 3.4545 | 1102 | 0.9583 | 0.6346 | 0.9583 | 0.9790 | +| 0.6263 | 3.4608 | 1104 | 0.8871 | 0.5706 | 0.8871 | 0.9419 | +| 0.6263 | 3.4671 | 1106 | 0.8035 | 0.5867 | 0.8035 | 0.8964 | +| 0.6263 | 3.4734 | 1108 | 0.7558 | 0.5097 | 0.7558 | 0.8693 | +| 0.6263 | 3.4796 | 1110 | 0.7387 | 0.5476 | 0.7387 | 0.8595 | +| 0.6263 | 3.4859 | 1112 | 0.7350 | 0.5462 | 0.7350 | 0.8573 | +| 0.6263 | 3.4922 | 1114 | 0.7451 | 0.5476 | 0.7451 | 0.8632 | +| 0.6263 | 3.4984 | 1116 | 0.7752 | 0.4670 | 0.7752 | 0.8804 | +| 0.6263 | 3.5047 | 1118 | 0.8273 | 0.4204 | 0.8273 | 0.9096 | +| 0.6263 | 3.5110 | 1120 | 0.8726 | 0.4615 | 0.8726 | 0.9341 | +| 0.6263 | 3.5172 | 1122 | 0.8870 | 0.4615 | 0.8870 | 0.9418 | +| 0.6263 | 3.5235 | 1124 | 0.8751 | 0.4204 | 0.8751 | 0.9355 | +| 0.6263 | 3.5298 | 1126 | 0.8491 | 0.4670 | 0.8491 | 0.9215 | +| 0.6263 | 3.5361 | 1128 | 0.8163 | 0.4670 | 0.8163 | 0.9035 | +| 0.6263 | 3.5423 | 1130 | 0.8010 | 0.5097 | 0.8010 | 0.8950 | +| 0.6263 | 3.5486 | 1132 | 0.7866 | 0.5098 | 0.7866 | 0.8869 | +| 0.6263 | 3.5549 | 1134 | 0.7741 | 0.5462 | 0.7741 | 0.8798 | +| 0.6263 | 3.5611 | 1136 | 0.7771 | 0.5462 | 0.7771 | 0.8815 | +| 0.6263 | 3.5674 | 1138 | 0.7856 | 0.5283 | 0.7856 | 0.8864 | +| 0.6263 | 3.5737 | 1140 | 0.8222 | 0.5275 | 0.8222 | 0.9067 | +| 0.6263 | 3.5799 | 1142 | 0.8759 | 0.5288 | 0.8759 | 0.9359 | +| 0.6263 | 3.5862 | 1144 | 0.9084 | 0.5898 | 0.9084 | 0.9531 | +| 0.6263 | 3.5925 | 1146 | 0.9166 | 0.5898 | 0.9166 | 0.9574 | +| 0.6263 | 3.5987 | 1148 | 0.8932 | 0.5898 | 0.8932 | 0.9451 | +| 0.6263 | 3.6050 | 1150 | 0.8423 | 0.5275 | 0.8423 | 0.9177 | +| 0.6263 | 3.6113 | 1152 | 0.7992 | 0.5275 | 0.7992 | 0.8940 | +| 0.6263 | 3.6176 | 1154 | 0.7756 | 0.5640 | 0.7756 | 0.8807 | +| 0.6263 | 3.6238 | 1156 | 0.7704 | 0.5462 | 0.7704 | 0.8777 | +| 0.6263 | 3.6301 | 1158 | 0.7748 | 0.5462 | 0.7748 | 0.8802 | +| 0.6263 | 3.6364 | 1160 | 0.7836 | 0.5462 | 0.7836 | 0.8852 | +| 0.6263 | 3.6426 | 1162 | 0.7924 | 0.5462 | 0.7924 | 0.8902 | +| 0.6263 | 3.6489 | 1164 | 0.7964 | 0.5099 | 0.7964 | 0.8924 | +| 0.6263 | 3.6552 | 1166 | 0.7992 | 0.5099 | 0.7992 | 0.8940 | +| 0.6263 | 3.6614 | 1168 | 0.8061 | 0.5099 | 0.8061 | 0.8978 | +| 0.6263 | 3.6677 | 1170 | 0.8012 | 0.5099 | 0.8012 | 0.8951 | +| 0.6263 | 3.6740 | 1172 | 0.7907 | 0.5090 | 0.7907 | 0.8892 | +| 0.6263 | 3.6803 | 1174 | 0.7835 | 0.5090 | 0.7835 | 0.8852 | +| 0.6263 | 3.6865 | 1176 | 0.7845 | 0.5625 | 0.7845 | 0.8857 | +| 0.6263 | 3.6928 | 1178 | 0.7878 | 0.5625 | 0.7878 | 0.8876 | +| 0.6263 | 3.6991 | 1180 | 0.8058 | 0.5625 | 0.8058 | 0.8977 | +| 0.6263 | 3.7053 | 1182 | 0.8069 | 0.6303 | 0.8069 | 0.8983 | +| 0.6263 | 3.7116 | 1184 | 0.7904 | 0.6303 | 0.7904 | 0.8890 | +| 0.6263 | 3.7179 | 1186 | 0.7694 | 0.5625 | 0.7694 | 0.8772 | +| 0.6263 | 3.7241 | 1188 | 0.7678 | 0.5614 | 0.7678 | 0.8763 | +| 0.6263 | 3.7304 | 1190 | 0.7782 | 0.5614 | 0.7782 | 0.8821 | +| 0.6263 | 3.7367 | 1192 | 0.7886 | 0.5277 | 0.7886 | 0.8880 | +| 0.6263 | 3.7429 | 1194 | 0.7961 | 0.5277 | 0.7961 | 0.8922 | +| 0.6263 | 3.7492 | 1196 | 0.8016 | 0.5277 | 0.8016 | 0.8953 | +| 0.6263 | 3.7555 | 1198 | 0.8077 | 0.5277 | 0.8077 | 0.8987 | +| 0.6263 | 3.7618 | 1200 | 0.8134 | 0.5277 | 0.8134 | 0.9019 | +| 0.6263 | 3.7680 | 1202 | 0.8188 | 0.4906 | 0.8188 | 0.9049 | +| 0.6263 | 3.7743 | 1204 | 0.8262 | 0.5090 | 0.8262 | 0.9089 | +| 0.6263 | 3.7806 | 1206 | 0.8403 | 0.5090 | 0.8403 | 0.9167 | +| 0.6263 | 3.7868 | 1208 | 0.8528 | 0.4906 | 0.8528 | 0.9234 | +| 0.6263 | 3.7931 | 1210 | 0.8624 | 0.4906 | 0.8624 | 0.9286 | +| 0.6263 | 3.7994 | 1212 | 0.8719 | 0.5090 | 0.8719 | 0.9338 | +| 0.6263 | 3.8056 | 1214 | 0.8785 | 0.5090 | 0.8785 | 0.9373 | +| 0.6263 | 3.8119 | 1216 | 0.8791 | 0.5275 | 0.8791 | 0.9376 | +| 0.6263 | 3.8182 | 1218 | 0.8658 | 0.5090 | 0.8658 | 0.9305 | +| 0.6263 | 3.8245 | 1220 | 0.8572 | 0.5090 | 0.8572 | 0.9258 | +| 0.6263 | 3.8307 | 1222 | 0.8496 | 0.4906 | 0.8496 | 0.9217 | +| 0.6263 | 3.8370 | 1224 | 0.8400 | 0.4915 | 0.8400 | 0.9165 | +| 0.6263 | 3.8433 | 1226 | 0.8401 | 0.4915 | 0.8401 | 0.9166 | +| 0.6263 | 3.8495 | 1228 | 0.8451 | 0.5285 | 0.8451 | 0.9193 | +| 0.6263 | 3.8558 | 1230 | 0.8409 | 0.5285 | 0.8409 | 0.9170 | +| 0.6263 | 3.8621 | 1232 | 0.8324 | 0.5285 | 0.8324 | 0.9124 | +| 0.6263 | 3.8683 | 1234 | 0.8105 | 0.4915 | 0.8105 | 0.9003 | +| 0.6263 | 3.8746 | 1236 | 0.8047 | 0.5099 | 0.8047 | 0.8971 | +| 0.6263 | 3.8809 | 1238 | 0.8027 | 0.5099 | 0.8027 | 0.8959 | +| 0.6263 | 3.8871 | 1240 | 0.8023 | 0.5098 | 0.8023 | 0.8957 | +| 0.6263 | 3.8934 | 1242 | 0.8103 | 0.5098 | 0.8103 | 0.9002 | +| 0.6263 | 3.8997 | 1244 | 0.8312 | 0.5089 | 0.8312 | 0.9117 | +| 0.6263 | 3.9060 | 1246 | 0.8629 | 0.4678 | 0.8629 | 0.9289 | +| 0.6263 | 3.9122 | 1248 | 0.8901 | 0.4678 | 0.8901 | 0.9435 | +| 0.6263 | 3.9185 | 1250 | 0.9282 | 0.4856 | 0.9282 | 0.9634 | +| 0.6263 | 3.9248 | 1252 | 0.9638 | 0.4856 | 0.9638 | 0.9817 | +| 0.6263 | 3.9310 | 1254 | 0.9802 | 0.4856 | 0.9802 | 0.9901 | +| 0.6263 | 3.9373 | 1256 | 0.9625 | 0.4856 | 0.9625 | 0.9811 | +| 0.6263 | 3.9436 | 1258 | 0.9546 | 0.4856 | 0.9546 | 0.9770 | +| 0.6263 | 3.9498 | 1260 | 0.9401 | 0.4856 | 0.9401 | 0.9696 | +| 0.6263 | 3.9561 | 1262 | 0.9237 | 0.4659 | 0.9237 | 0.9611 | +| 0.6263 | 3.9624 | 1264 | 0.9183 | 0.4689 | 0.9183 | 0.9583 | +| 0.6263 | 3.9687 | 1266 | 0.9186 | 0.4670 | 0.9186 | 0.9584 | +| 0.6263 | 3.9749 | 1268 | 0.9257 | 0.4670 | 0.9257 | 0.9621 | +| 0.6263 | 3.9812 | 1270 | 0.9467 | 0.4856 | 0.9467 | 0.9730 | +| 0.6263 | 3.9875 | 1272 | 0.9616 | 0.4338 | 0.9616 | 0.9806 | +| 0.6263 | 3.9937 | 1274 | 0.9581 | 0.4338 | 0.9581 | 0.9788 | +| 0.6263 | 4.0 | 1276 | 0.9543 | 0.4338 | 0.9543 | 0.9769 | +| 0.6263 | 4.0063 | 1278 | 0.9457 | 0.4375 | 0.9457 | 0.9725 | +| 0.6263 | 4.0125 | 1280 | 0.9243 | 0.4867 | 0.9243 | 0.9614 | +| 0.6263 | 4.0188 | 1282 | 0.9102 | 0.4650 | 0.9102 | 0.9541 | +| 0.6263 | 4.0251 | 1284 | 0.9083 | 0.4650 | 0.9083 | 0.9531 | +| 0.6263 | 4.0313 | 1286 | 0.9184 | 0.4638 | 0.9184 | 0.9584 | +| 0.6263 | 4.0376 | 1288 | 0.9247 | 0.4375 | 0.9247 | 0.9616 | +| 0.6263 | 4.0439 | 1290 | 0.9522 | 0.4832 | 0.9522 | 0.9758 | +| 0.6263 | 4.0502 | 1292 | 0.9768 | 0.4832 | 0.9768 | 0.9883 | +| 0.6263 | 4.0564 | 1294 | 0.9759 | 0.5733 | 0.9759 | 0.9879 | +| 0.6263 | 4.0627 | 1296 | 0.9590 | 0.6776 | 0.9590 | 0.9793 | +| 0.6263 | 4.0690 | 1298 | 0.9214 | 0.6092 | 0.9214 | 0.9599 | +| 0.6263 | 4.0752 | 1300 | 0.8742 | 0.5279 | 0.8742 | 0.9350 | +| 0.6263 | 4.0815 | 1302 | 0.8307 | 0.4868 | 0.8307 | 0.9114 | +| 0.6263 | 4.0878 | 1304 | 0.8167 | 0.4505 | 0.8167 | 0.9037 | +| 0.6263 | 4.0940 | 1306 | 0.8156 | 0.5099 | 0.8156 | 0.9031 | +| 0.6263 | 4.1003 | 1308 | 0.8236 | 0.5099 | 0.8236 | 0.9075 | +| 0.6263 | 4.1066 | 1310 | 0.8338 | 0.4706 | 0.8338 | 0.9132 | +| 0.6263 | 4.1129 | 1312 | 0.8385 | 0.4689 | 0.8385 | 0.9157 | +| 0.6263 | 4.1191 | 1314 | 0.8374 | 0.4451 | 0.8374 | 0.9151 | +| 0.6263 | 4.1254 | 1316 | 0.8318 | 0.4451 | 0.8318 | 0.9120 | +| 0.6263 | 4.1317 | 1318 | 0.8268 | 0.4451 | 0.8268 | 0.9093 | +| 0.6263 | 4.1379 | 1320 | 0.8344 | 0.4659 | 0.8344 | 0.9134 | +| 0.6263 | 4.1442 | 1322 | 0.8427 | 0.4868 | 0.8427 | 0.9180 | +| 0.6263 | 4.1505 | 1324 | 0.8558 | 0.5279 | 0.8558 | 0.9251 | +| 0.6263 | 4.1567 | 1326 | 0.8526 | 0.5279 | 0.8526 | 0.9234 | +| 0.6263 | 4.1630 | 1328 | 0.8381 | 0.5279 | 0.8381 | 0.9155 | +| 0.6263 | 4.1693 | 1330 | 0.8274 | 0.5279 | 0.8274 | 0.9096 | +| 0.6263 | 4.1755 | 1332 | 0.8152 | 0.4659 | 0.8152 | 0.9029 | +| 0.6263 | 4.1818 | 1334 | 0.8126 | 0.5078 | 0.8126 | 0.9015 | +| 0.6263 | 4.1881 | 1336 | 0.8062 | 0.5078 | 0.8062 | 0.8979 | +| 0.6263 | 4.1944 | 1338 | 0.7970 | 0.5447 | 0.7970 | 0.8927 | +| 0.6263 | 4.2006 | 1340 | 0.7979 | 0.5625 | 0.7979 | 0.8933 | +| 0.6263 | 4.2069 | 1342 | 0.7958 | 0.5625 | 0.7958 | 0.8921 | +| 0.6263 | 4.2132 | 1344 | 0.8009 | 0.5272 | 0.8009 | 0.8949 | +| 0.6263 | 4.2194 | 1346 | 0.8192 | 0.5279 | 0.8192 | 0.9051 | +| 0.6263 | 4.2257 | 1348 | 0.8170 | 0.5890 | 0.8170 | 0.9039 | +| 0.6263 | 4.2320 | 1350 | 0.8029 | 0.5890 | 0.8029 | 0.8961 | +| 0.6263 | 4.2382 | 1352 | 0.7909 | 0.5279 | 0.7909 | 0.8893 | +| 0.6263 | 4.2445 | 1354 | 0.7804 | 0.5279 | 0.7804 | 0.8834 | +| 0.6263 | 4.2508 | 1356 | 0.7739 | 0.5279 | 0.7739 | 0.8797 | +| 0.6263 | 4.2571 | 1358 | 0.7884 | 0.5279 | 0.7884 | 0.8879 | +| 0.6263 | 4.2633 | 1360 | 0.8173 | 0.5890 | 0.8173 | 0.9041 | +| 0.6263 | 4.2696 | 1362 | 0.8219 | 0.6642 | 0.8219 | 0.9066 | +| 0.6263 | 4.2759 | 1364 | 0.8176 | 0.6053 | 0.8176 | 0.9042 | +| 0.6263 | 4.2821 | 1366 | 0.8137 | 0.5279 | 0.8137 | 0.9020 | +| 0.6263 | 4.2884 | 1368 | 0.8287 | 0.5286 | 0.8287 | 0.9103 | +| 0.6263 | 4.2947 | 1370 | 0.8498 | 0.6092 | 0.8498 | 0.9218 | +| 0.6263 | 4.3009 | 1372 | 0.8545 | 0.5286 | 0.8545 | 0.9244 | +| 0.6263 | 4.3072 | 1374 | 0.8499 | 0.5286 | 0.8499 | 0.9219 | +| 0.6263 | 4.3135 | 1376 | 0.8446 | 0.5286 | 0.8446 | 0.9190 | +| 0.6263 | 4.3197 | 1378 | 0.8267 | 0.4638 | 0.8267 | 0.9092 | +| 0.6263 | 4.3260 | 1380 | 0.7995 | 0.4659 | 0.7995 | 0.8941 | +| 0.6263 | 4.3323 | 1382 | 0.7770 | 0.4706 | 0.7770 | 0.8814 | +| 0.6263 | 4.3386 | 1384 | 0.7729 | 0.5099 | 0.7729 | 0.8791 | +| 0.6263 | 4.3448 | 1386 | 0.7728 | 0.5462 | 0.7728 | 0.8791 | +| 0.6263 | 4.3511 | 1388 | 0.7706 | 0.5462 | 0.7706 | 0.8778 | +| 0.6263 | 4.3574 | 1390 | 0.7629 | 0.5629 | 0.7629 | 0.8734 | +| 0.6263 | 4.3636 | 1392 | 0.7474 | 0.58 | 0.7474 | 0.8645 | +| 0.6263 | 4.3699 | 1394 | 0.7238 | 0.5462 | 0.7238 | 0.8508 | +| 0.6263 | 4.3762 | 1396 | 0.7182 | 0.5640 | 0.7182 | 0.8475 | +| 0.6263 | 4.3824 | 1398 | 0.7432 | 0.5455 | 0.7432 | 0.8621 | +| 0.6263 | 4.3887 | 1400 | 0.7722 | 0.5281 | 0.7722 | 0.8787 | +| 0.6263 | 4.3950 | 1402 | 0.7791 | 0.5281 | 0.7791 | 0.8827 | +| 0.6263 | 4.4013 | 1404 | 0.7803 | 0.5281 | 0.7803 | 0.8834 | +| 0.6263 | 4.4075 | 1406 | 0.7855 | 0.5281 | 0.7855 | 0.8863 | +| 0.6263 | 4.4138 | 1408 | 0.7719 | 0.5653 | 0.7719 | 0.8786 | +| 0.6263 | 4.4201 | 1410 | 0.7636 | 0.5653 | 0.7636 | 0.8738 | +| 0.6263 | 4.4263 | 1412 | 0.7664 | 0.5455 | 0.7664 | 0.8755 | +| 0.6263 | 4.4326 | 1414 | 0.7759 | 0.5455 | 0.7759 | 0.8809 | +| 0.6263 | 4.4389 | 1416 | 0.7877 | 0.5277 | 0.7877 | 0.8875 | +| 0.6263 | 4.4451 | 1418 | 0.8000 | 0.5455 | 0.8000 | 0.8944 | +| 0.6263 | 4.4514 | 1420 | 0.8178 | 0.5455 | 0.8178 | 0.9043 | +| 0.6263 | 4.4577 | 1422 | 0.8370 | 0.5277 | 0.8370 | 0.9149 | +| 0.6263 | 4.4639 | 1424 | 0.8476 | 0.5462 | 0.8476 | 0.9207 | +| 0.6263 | 4.4702 | 1426 | 0.8609 | 0.5462 | 0.8609 | 0.9279 | +| 0.6263 | 4.4765 | 1428 | 0.8795 | 0.5462 | 0.8795 | 0.9378 | +| 0.6263 | 4.4828 | 1430 | 0.9085 | 0.4878 | 0.9085 | 0.9531 | +| 0.6263 | 4.4890 | 1432 | 0.9138 | 0.4638 | 0.9138 | 0.9559 | +| 0.6263 | 4.4953 | 1434 | 0.8929 | 0.4878 | 0.8929 | 0.9450 | +| 0.6263 | 4.5016 | 1436 | 0.8766 | 0.4878 | 0.8766 | 0.9363 | +| 0.6263 | 4.5078 | 1438 | 0.8554 | 0.4659 | 0.8554 | 0.9249 | +| 0.6263 | 4.5141 | 1440 | 0.8387 | 0.4888 | 0.8387 | 0.9158 | +| 0.6263 | 4.5204 | 1442 | 0.8321 | 0.4897 | 0.8321 | 0.9122 | +| 0.6263 | 4.5266 | 1444 | 0.8193 | 0.4706 | 0.8193 | 0.9052 | +| 0.6263 | 4.5329 | 1446 | 0.8039 | 0.4706 | 0.8039 | 0.8966 | +| 0.6263 | 4.5392 | 1448 | 0.7940 | 0.5099 | 0.7940 | 0.8911 | +| 0.6263 | 4.5455 | 1450 | 0.7800 | 0.5099 | 0.7800 | 0.8832 | +| 0.6263 | 4.5517 | 1452 | 0.7664 | 0.5462 | 0.7664 | 0.8754 | +| 0.6263 | 4.5580 | 1454 | 0.7544 | 0.5462 | 0.7544 | 0.8685 | +| 0.6263 | 4.5643 | 1456 | 0.7460 | 0.5462 | 0.7460 | 0.8637 | +| 0.6263 | 4.5705 | 1458 | 0.7451 | 0.5462 | 0.7451 | 0.8632 | +| 0.6263 | 4.5768 | 1460 | 0.7475 | 0.5462 | 0.7475 | 0.8646 | +| 0.6263 | 4.5831 | 1462 | 0.7603 | 0.5283 | 0.7603 | 0.8720 | +| 0.6263 | 4.5893 | 1464 | 0.7785 | 0.5473 | 0.7785 | 0.8823 | +| 0.6263 | 4.5956 | 1466 | 0.7962 | 0.6016 | 0.7962 | 0.8923 | +| 0.6263 | 4.6019 | 1468 | 0.7919 | 0.6016 | 0.7919 | 0.8899 | +| 0.6263 | 4.6082 | 1470 | 0.7745 | 0.6131 | 0.7745 | 0.8801 | +| 0.6263 | 4.6144 | 1472 | 0.7616 | 0.5997 | 0.7616 | 0.8727 | +| 0.6263 | 4.6207 | 1474 | 0.7649 | 0.5997 | 0.7649 | 0.8746 | +| 0.6263 | 4.6270 | 1476 | 0.7676 | 0.6131 | 0.7676 | 0.8761 | +| 0.6263 | 4.6332 | 1478 | 0.7713 | 0.6303 | 0.7713 | 0.8782 | +| 0.6263 | 4.6395 | 1480 | 0.7811 | 0.6303 | 0.7811 | 0.8838 | +| 0.6263 | 4.6458 | 1482 | 0.8026 | 0.6303 | 0.8026 | 0.8959 | +| 0.6263 | 4.6520 | 1484 | 0.8152 | 0.5983 | 0.8152 | 0.9029 | +| 0.6263 | 4.6583 | 1486 | 0.8312 | 0.5689 | 0.8312 | 0.9117 | +| 0.6263 | 4.6646 | 1488 | 0.8478 | 0.5689 | 0.8478 | 0.9208 | +| 0.6263 | 4.6708 | 1490 | 0.8458 | 0.5689 | 0.8458 | 0.9197 | +| 0.6263 | 4.6771 | 1492 | 0.8271 | 0.5689 | 0.8271 | 0.9094 | +| 0.6263 | 4.6834 | 1494 | 0.7995 | 0.5281 | 0.7995 | 0.8941 | +| 0.6263 | 4.6897 | 1496 | 0.7832 | 0.5275 | 0.7832 | 0.8850 | +| 0.6263 | 4.6959 | 1498 | 0.7737 | 0.5275 | 0.7737 | 0.8796 | +| 0.5056 | 4.7022 | 1500 | 0.7694 | 0.5090 | 0.7694 | 0.8771 | +| 0.5056 | 4.7085 | 1502 | 0.7723 | 0.5090 | 0.7723 | 0.8788 | +| 0.5056 | 4.7147 | 1504 | 0.7763 | 0.5090 | 0.7763 | 0.8811 | +| 0.5056 | 4.7210 | 1506 | 0.7651 | 0.5090 | 0.7651 | 0.8747 | +| 0.5056 | 4.7273 | 1508 | 0.7575 | 0.5099 | 0.7575 | 0.8703 | +| 0.5056 | 4.7335 | 1510 | 0.7625 | 0.5462 | 0.7625 | 0.8732 | +| 0.5056 | 4.7398 | 1512 | 0.7740 | 0.5099 | 0.7740 | 0.8798 | +| 0.5056 | 4.7461 | 1514 | 0.7877 | 0.5099 | 0.7877 | 0.8875 | +| 0.5056 | 4.7524 | 1516 | 0.8033 | 0.4906 | 0.8033 | 0.8963 | +| 0.5056 | 4.7586 | 1518 | 0.8230 | 0.4678 | 0.8230 | 0.9072 | +| 0.5056 | 4.7649 | 1520 | 0.8366 | 0.4868 | 0.8366 | 0.9147 | +| 0.5056 | 4.7712 | 1522 | 0.8466 | 0.4868 | 0.8466 | 0.9201 | +| 0.5056 | 4.7774 | 1524 | 0.8511 | 0.4868 | 0.8511 | 0.9225 | +| 0.5056 | 4.7837 | 1526 | 0.8621 | 0.4868 | 0.8621 | 0.9285 | +| 0.5056 | 4.7900 | 1528 | 0.8548 | 0.4868 | 0.8548 | 0.9245 | +| 0.5056 | 4.7962 | 1530 | 0.8277 | 0.4659 | 0.8277 | 0.9098 | +| 0.5056 | 4.8025 | 1532 | 0.7963 | 0.4696 | 0.7963 | 0.8924 | +| 0.5056 | 4.8088 | 1534 | 0.7790 | 0.5099 | 0.7790 | 0.8826 | +| 0.5056 | 4.8150 | 1536 | 0.7839 | 0.4915 | 0.7839 | 0.8854 | +| 0.5056 | 4.8213 | 1538 | 0.7937 | 0.5285 | 0.7937 | 0.8909 | +| 0.5056 | 4.8276 | 1540 | 0.7850 | 0.5285 | 0.7850 | 0.8860 | +| 0.5056 | 4.8339 | 1542 | 0.7779 | 0.5285 | 0.7779 | 0.8820 | +| 0.5056 | 4.8401 | 1544 | 0.7666 | 0.5285 | 0.7666 | 0.8756 | +| 0.5056 | 4.8464 | 1546 | 0.7698 | 0.4745 | 0.7698 | 0.8774 | +| 0.5056 | 4.8527 | 1548 | 0.7676 | 0.4745 | 0.7676 | 0.8761 | +| 0.5056 | 4.8589 | 1550 | 0.7650 | 0.5285 | 0.7650 | 0.8747 | +| 0.5056 | 4.8652 | 1552 | 0.7613 | 0.5285 | 0.7613 | 0.8725 | +| 0.5056 | 4.8715 | 1554 | 0.7536 | 0.5285 | 0.7536 | 0.8681 | +| 0.5056 | 4.8777 | 1556 | 0.7450 | 0.5285 | 0.7450 | 0.8631 | +| 0.5056 | 4.8840 | 1558 | 0.7399 | 0.5285 | 0.7399 | 0.8602 | +| 0.5056 | 4.8903 | 1560 | 0.7430 | 0.5285 | 0.7430 | 0.8620 | +| 0.5056 | 4.8966 | 1562 | 0.7396 | 0.5285 | 0.7396 | 0.8600 | +| 0.5056 | 4.9028 | 1564 | 0.7334 | 0.5462 | 0.7334 | 0.8564 | +| 0.5056 | 4.9091 | 1566 | 0.7229 | 0.5462 | 0.7229 | 0.8503 | +| 0.5056 | 4.9154 | 1568 | 0.7224 | 0.5462 | 0.7224 | 0.8499 | +| 0.5056 | 4.9216 | 1570 | 0.7217 | 0.5476 | 0.7217 | 0.8495 | +| 0.5056 | 4.9279 | 1572 | 0.7180 | 0.5476 | 0.7180 | 0.8473 | +| 0.5056 | 4.9342 | 1574 | 0.7218 | 0.5490 | 0.7218 | 0.8496 | +| 0.5056 | 4.9404 | 1576 | 0.7277 | 0.5497 | 0.7277 | 0.8530 | +| 0.5056 | 4.9467 | 1578 | 0.7306 | 0.5698 | 0.7306 | 0.8548 | +| 0.5056 | 4.9530 | 1580 | 0.7350 | 0.6060 | 0.7350 | 0.8573 | +| 0.5056 | 4.9592 | 1582 | 0.7403 | 0.6775 | 0.7403 | 0.8604 | +| 0.5056 | 4.9655 | 1584 | 0.7502 | 0.6060 | 0.7502 | 0.8662 | +| 0.5056 | 4.9718 | 1586 | 0.7658 | 0.6060 | 0.7658 | 0.8751 | +| 0.5056 | 4.9781 | 1588 | 0.7772 | 0.5698 | 0.7772 | 0.8816 | +| 0.5056 | 4.9843 | 1590 | 0.7921 | 0.5698 | 0.7921 | 0.8900 | +| 0.5056 | 4.9906 | 1592 | 0.8035 | 0.4878 | 0.8035 | 0.8964 | +| 0.5056 | 4.9969 | 1594 | 0.8145 | 0.5698 | 0.8145 | 0.9025 | +| 0.5056 | 5.0031 | 1596 | 0.8351 | 0.5488 | 0.8351 | 0.9138 | +| 0.5056 | 5.0094 | 1598 | 0.8664 | 0.5495 | 0.8664 | 0.9308 | +| 0.5056 | 5.0157 | 1600 | 0.8824 | 0.6092 | 0.8824 | 0.9394 | +| 0.5056 | 5.0219 | 1602 | 0.8897 | 0.6092 | 0.8897 | 0.9433 | +| 0.5056 | 5.0282 | 1604 | 0.8856 | 0.6053 | 0.8856 | 0.9410 | +| 0.5056 | 5.0345 | 1606 | 0.8777 | 0.6053 | 0.8777 | 0.9368 | +| 0.5056 | 5.0408 | 1608 | 0.8451 | 0.5796 | 0.8451 | 0.9193 | +| 0.5056 | 5.0470 | 1610 | 0.8129 | 0.5951 | 0.8129 | 0.9016 | +| 0.5056 | 5.0533 | 1612 | 0.7982 | 0.5951 | 0.7982 | 0.8934 | +| 0.5056 | 5.0596 | 1614 | 0.7900 | 0.5902 | 0.7900 | 0.8888 | +| 0.5056 | 5.0658 | 1616 | 0.7978 | 0.5258 | 0.7978 | 0.8932 | +| 0.5056 | 5.0721 | 1618 | 0.8002 | 0.5258 | 0.8002 | 0.8945 | +| 0.5056 | 5.0784 | 1620 | 0.8085 | 0.5258 | 0.8085 | 0.8992 | +| 0.5056 | 5.0846 | 1622 | 0.8266 | 0.5263 | 0.8266 | 0.9092 | +| 0.5056 | 5.0909 | 1624 | 0.8459 | 0.4896 | 0.8459 | 0.9197 | +| 0.5056 | 5.0972 | 1626 | 0.8577 | 0.4896 | 0.8577 | 0.9261 | +| 0.5056 | 5.1034 | 1628 | 0.8740 | 0.4494 | 0.8740 | 0.9349 | +| 0.5056 | 5.1097 | 1630 | 0.8701 | 0.4659 | 0.8701 | 0.9328 | +| 0.5056 | 5.1160 | 1632 | 0.8520 | 0.4494 | 0.8520 | 0.9230 | +| 0.5056 | 5.1223 | 1634 | 0.8272 | 0.4896 | 0.8272 | 0.9095 | +| 0.5056 | 5.1285 | 1636 | 0.8100 | 0.5263 | 0.8100 | 0.9000 | +| 0.5056 | 5.1348 | 1638 | 0.8105 | 0.5266 | 0.8105 | 0.9003 | +| 0.5056 | 5.1411 | 1640 | 0.8036 | 0.5266 | 0.8036 | 0.8964 | +| 0.5056 | 5.1473 | 1642 | 0.8098 | 0.5266 | 0.8098 | 0.8999 | +| 0.5056 | 5.1536 | 1644 | 0.8200 | 0.5266 | 0.8200 | 0.9056 | +| 0.5056 | 5.1599 | 1646 | 0.8255 | 0.5266 | 0.8255 | 0.9086 | +| 0.5056 | 5.1661 | 1648 | 0.8328 | 0.5266 | 0.8328 | 0.9126 | +| 0.5056 | 5.1724 | 1650 | 0.8418 | 0.5462 | 0.8418 | 0.9175 | +| 0.5056 | 5.1787 | 1652 | 0.8475 | 0.5476 | 0.8475 | 0.9206 | +| 0.5056 | 5.1850 | 1654 | 0.8510 | 0.5097 | 0.8510 | 0.9225 | +| 0.5056 | 5.1912 | 1656 | 0.8555 | 0.4451 | 0.8555 | 0.9249 | +| 0.5056 | 5.1975 | 1658 | 0.8626 | 0.3974 | 0.8626 | 0.9287 | +| 0.5056 | 5.2038 | 1660 | 0.8733 | 0.4375 | 0.8733 | 0.9345 | +| 0.5056 | 5.2100 | 1662 | 0.8778 | 0.4338 | 0.8778 | 0.9369 | +| 0.5056 | 5.2163 | 1664 | 0.8749 | 0.4338 | 0.8749 | 0.9353 | +| 0.5056 | 5.2226 | 1666 | 0.8596 | 0.4338 | 0.8596 | 0.9272 | +| 0.5056 | 5.2288 | 1668 | 0.8446 | 0.4375 | 0.8446 | 0.9190 | +| 0.5056 | 5.2351 | 1670 | 0.8223 | 0.4868 | 0.8223 | 0.9068 | +| 0.5056 | 5.2414 | 1672 | 0.8062 | 0.5689 | 0.8062 | 0.8979 | +| 0.5056 | 5.2476 | 1674 | 0.7949 | 0.5689 | 0.7949 | 0.8916 | +| 0.5056 | 5.2539 | 1676 | 0.7847 | 0.5288 | 0.7847 | 0.8858 | +| 0.5056 | 5.2602 | 1678 | 0.7906 | 0.5488 | 0.7906 | 0.8892 | +| 0.5056 | 5.2665 | 1680 | 0.7910 | 0.5488 | 0.7910 | 0.8894 | +| 0.5056 | 5.2727 | 1682 | 0.7866 | 0.5081 | 0.7866 | 0.8869 | +| 0.5056 | 5.2790 | 1684 | 0.7772 | 0.5447 | 0.7772 | 0.8816 | +| 0.5056 | 5.2853 | 1686 | 0.7657 | 0.5633 | 0.7657 | 0.8750 | +| 0.5056 | 5.2915 | 1688 | 0.7632 | 0.5633 | 0.7632 | 0.8736 | +| 0.5056 | 5.2978 | 1690 | 0.7690 | 0.5875 | 0.7690 | 0.8769 | +| 0.5056 | 5.3041 | 1692 | 0.7724 | 0.5875 | 0.7724 | 0.8789 | +| 0.5056 | 5.3103 | 1694 | 0.7798 | 0.4670 | 0.7798 | 0.8830 | +| 0.5056 | 5.3166 | 1696 | 0.7863 | 0.4670 | 0.7863 | 0.8868 | +| 0.5056 | 5.3229 | 1698 | 0.7945 | 0.4650 | 0.7945 | 0.8913 | +| 0.5056 | 5.3292 | 1700 | 0.8000 | 0.4650 | 0.8000 | 0.8944 | +| 0.5056 | 5.3354 | 1702 | 0.8036 | 0.4650 | 0.8036 | 0.8964 | +| 0.5056 | 5.3417 | 1704 | 0.8096 | 0.5514 | 0.8096 | 0.8998 | +| 0.5056 | 5.3480 | 1706 | 0.8132 | 0.5295 | 0.8132 | 0.9018 | +| 0.5056 | 5.3542 | 1708 | 0.8102 | 0.5295 | 0.8102 | 0.9001 | +| 0.5056 | 5.3605 | 1710 | 0.8158 | 0.5505 | 0.8158 | 0.9032 | +| 0.5056 | 5.3668 | 1712 | 0.8222 | 0.5505 | 0.8222 | 0.9067 | +| 0.5056 | 5.3730 | 1714 | 0.8373 | 0.5505 | 0.8373 | 0.9151 | +| 0.5056 | 5.3793 | 1716 | 0.8546 | 0.5505 | 0.8546 | 0.9244 | +| 0.5056 | 5.3856 | 1718 | 0.8711 | 0.6410 | 0.8711 | 0.9333 | +| 0.5056 | 5.3918 | 1720 | 0.8664 | 0.6410 | 0.8664 | 0.9308 | +| 0.5056 | 5.3981 | 1722 | 0.8428 | 0.5714 | 0.8428 | 0.9180 | +| 0.5056 | 5.4044 | 1724 | 0.8155 | 0.5488 | 0.8155 | 0.9030 | +| 0.5056 | 5.4107 | 1726 | 0.8036 | 0.5488 | 0.8036 | 0.8964 | +| 0.5056 | 5.4169 | 1728 | 0.7900 | 0.4451 | 0.7900 | 0.8888 | +| 0.5056 | 5.4232 | 1730 | 0.7849 | 0.4888 | 0.7849 | 0.8859 | +| 0.5056 | 5.4295 | 1732 | 0.7866 | 0.5099 | 0.7866 | 0.8869 | +| 0.5056 | 5.4357 | 1734 | 0.7869 | 0.5099 | 0.7869 | 0.8871 | +| 0.5056 | 5.4420 | 1736 | 0.7833 | 0.5099 | 0.7833 | 0.8851 | +| 0.5056 | 5.4483 | 1738 | 0.7783 | 0.5099 | 0.7783 | 0.8822 | +| 0.5056 | 5.4545 | 1740 | 0.7743 | 0.5099 | 0.7743 | 0.8799 | +| 0.5056 | 5.4608 | 1742 | 0.7681 | 0.5462 | 0.7681 | 0.8764 | +| 0.5056 | 5.4671 | 1744 | 0.7625 | 0.5462 | 0.7625 | 0.8732 | +| 0.5056 | 5.4734 | 1746 | 0.7593 | 0.4906 | 0.7593 | 0.8714 | +| 0.5056 | 5.4796 | 1748 | 0.7596 | 0.4906 | 0.7596 | 0.8715 | +| 0.5056 | 5.4859 | 1750 | 0.7600 | 0.4897 | 0.7600 | 0.8718 | +| 0.5056 | 5.4922 | 1752 | 0.7558 | 0.4906 | 0.7558 | 0.8694 | +| 0.5056 | 5.4984 | 1754 | 0.7500 | 0.5277 | 0.7500 | 0.8660 | +| 0.5056 | 5.5047 | 1756 | 0.7455 | 0.5277 | 0.7455 | 0.8634 | +| 0.5056 | 5.5110 | 1758 | 0.7447 | 0.5277 | 0.7447 | 0.8629 | +| 0.5056 | 5.5172 | 1760 | 0.7445 | 0.5277 | 0.7445 | 0.8628 | +| 0.5056 | 5.5235 | 1762 | 0.7439 | 0.5277 | 0.7439 | 0.8625 | +| 0.5056 | 5.5298 | 1764 | 0.7353 | 0.5093 | 0.7353 | 0.8575 | +| 0.5056 | 5.5361 | 1766 | 0.7327 | 0.5093 | 0.7327 | 0.8560 | +| 0.5056 | 5.5423 | 1768 | 0.7337 | 0.5093 | 0.7337 | 0.8566 | +| 0.5056 | 5.5486 | 1770 | 0.7297 | 0.5093 | 0.7297 | 0.8542 | +| 0.5056 | 5.5549 | 1772 | 0.7277 | 0.5093 | 0.7277 | 0.8531 | +| 0.5056 | 5.5611 | 1774 | 0.7280 | 0.5093 | 0.7280 | 0.8532 | +| 0.5056 | 5.5674 | 1776 | 0.7281 | 0.5093 | 0.7281 | 0.8533 | +| 0.5056 | 5.5737 | 1778 | 0.7311 | 0.5093 | 0.7311 | 0.8551 | +| 0.5056 | 5.5799 | 1780 | 0.7325 | 0.5093 | 0.7325 | 0.8559 | +| 0.5056 | 5.5862 | 1782 | 0.7353 | 0.5997 | 0.7353 | 0.8575 | +| 0.5056 | 5.5925 | 1784 | 0.7389 | 0.5997 | 0.7389 | 0.8596 | +| 0.5056 | 5.5987 | 1786 | 0.7428 | 0.6031 | 0.7428 | 0.8618 | +| 0.5056 | 5.6050 | 1788 | 0.7431 | 0.6031 | 0.7431 | 0.8620 | +| 0.5056 | 5.6113 | 1790 | 0.7434 | 0.5997 | 0.7434 | 0.8622 | +| 0.5056 | 5.6176 | 1792 | 0.7456 | 0.5997 | 0.7456 | 0.8635 | +| 0.5056 | 5.6238 | 1794 | 0.7453 | 0.6268 | 0.7453 | 0.8633 | +| 0.5056 | 5.6301 | 1796 | 0.7469 | 0.6031 | 0.7469 | 0.8642 | +| 0.5056 | 5.6364 | 1798 | 0.7510 | 0.6354 | 0.7510 | 0.8666 | +| 0.5056 | 5.6426 | 1800 | 0.7516 | 0.6354 | 0.7516 | 0.8670 | +| 0.5056 | 5.6489 | 1802 | 0.7520 | 0.6354 | 0.7520 | 0.8672 | +| 0.5056 | 5.6552 | 1804 | 0.7557 | 0.6023 | 0.7557 | 0.8693 | +| 0.5056 | 5.6614 | 1806 | 0.7639 | 0.5859 | 0.7639 | 0.8740 | +| 0.5056 | 5.6677 | 1808 | 0.7626 | 0.5666 | 0.7626 | 0.8733 | +| 0.5056 | 5.6740 | 1810 | 0.7636 | 0.5666 | 0.7636 | 0.8738 | +| 0.5056 | 5.6803 | 1812 | 0.7664 | 0.5666 | 0.7664 | 0.8754 | +| 0.5056 | 5.6865 | 1814 | 0.7622 | 0.5288 | 0.7622 | 0.8731 | +| 0.5056 | 5.6928 | 1816 | 0.7616 | 0.5288 | 0.7616 | 0.8727 | +| 0.5056 | 5.6991 | 1818 | 0.7582 | 0.5447 | 0.7582 | 0.8707 | +| 0.5056 | 5.7053 | 1820 | 0.7557 | 0.5447 | 0.7557 | 0.8693 | +| 0.5056 | 5.7116 | 1822 | 0.7594 | 0.5288 | 0.7594 | 0.8714 | +| 0.5056 | 5.7179 | 1824 | 0.7620 | 0.5674 | 0.7620 | 0.8729 | +| 0.5056 | 5.7241 | 1826 | 0.7686 | 0.5288 | 0.7686 | 0.8767 | +| 0.5056 | 5.7304 | 1828 | 0.7742 | 0.5288 | 0.7742 | 0.8799 | +| 0.5056 | 5.7367 | 1830 | 0.7781 | 0.6642 | 0.7781 | 0.8821 | +| 0.5056 | 5.7429 | 1832 | 0.7773 | 0.6642 | 0.7773 | 0.8817 | +| 0.5056 | 5.7492 | 1834 | 0.7769 | 0.6642 | 0.7769 | 0.8814 | +| 0.5056 | 5.7555 | 1836 | 0.7630 | 0.6962 | 0.7630 | 0.8735 | +| 0.5056 | 5.7618 | 1838 | 0.7383 | 0.6023 | 0.7383 | 0.8592 | +| 0.5056 | 5.7680 | 1840 | 0.7173 | 0.6062 | 0.7173 | 0.8469 | +| 0.5056 | 5.7743 | 1842 | 0.7095 | 0.6062 | 0.7095 | 0.8423 | +| 0.5056 | 5.7806 | 1844 | 0.7080 | 0.6062 | 0.7080 | 0.8414 | +| 0.5056 | 5.7868 | 1846 | 0.7137 | 0.5756 | 0.7137 | 0.8448 | +| 0.5056 | 5.7931 | 1848 | 0.7229 | 0.6713 | 0.7229 | 0.8502 | +| 0.5056 | 5.7994 | 1850 | 0.7283 | 0.6713 | 0.7283 | 0.8534 | +| 0.5056 | 5.8056 | 1852 | 0.7309 | 0.6713 | 0.7309 | 0.8549 | +| 0.5056 | 5.8119 | 1854 | 0.7322 | 0.6713 | 0.7322 | 0.8557 | +| 0.5056 | 5.8182 | 1856 | 0.7268 | 0.6713 | 0.7268 | 0.8525 | +| 0.5056 | 5.8245 | 1858 | 0.7256 | 0.6713 | 0.7256 | 0.8518 | +| 0.5056 | 5.8307 | 1860 | 0.7225 | 0.6023 | 0.7225 | 0.8500 | +| 0.5056 | 5.8370 | 1862 | 0.7195 | 0.5763 | 0.7195 | 0.8483 | +| 0.5056 | 5.8433 | 1864 | 0.7202 | 0.5763 | 0.7202 | 0.8486 | +| 0.5056 | 5.8495 | 1866 | 0.7224 | 0.5786 | 0.7224 | 0.8500 | +| 0.5056 | 5.8558 | 1868 | 0.7256 | 0.5786 | 0.7256 | 0.8518 | +| 0.5056 | 5.8621 | 1870 | 0.7374 | 0.5447 | 0.7374 | 0.8587 | +| 0.5056 | 5.8683 | 1872 | 0.7544 | 0.6713 | 0.7544 | 0.8685 | +| 0.5056 | 5.8746 | 1874 | 0.7852 | 0.6642 | 0.7852 | 0.8861 | +| 0.5056 | 5.8809 | 1876 | 0.8234 | 0.7321 | 0.8234 | 0.9074 | +| 0.5056 | 5.8871 | 1878 | 0.8456 | 0.7525 | 0.8456 | 0.9196 | +| 0.5056 | 5.8934 | 1880 | 0.8541 | 0.7525 | 0.8541 | 0.9242 | +| 0.5056 | 5.8997 | 1882 | 0.8424 | 0.7321 | 0.8424 | 0.9178 | +| 0.5056 | 5.9060 | 1884 | 0.8194 | 0.5924 | 0.8194 | 0.9052 | +| 0.5056 | 5.9122 | 1886 | 0.7952 | 0.5505 | 0.7952 | 0.8918 | +| 0.5056 | 5.9185 | 1888 | 0.7801 | 0.5288 | 0.7801 | 0.8832 | +| 0.5056 | 5.9248 | 1890 | 0.7668 | 0.5674 | 0.7668 | 0.8756 | +| 0.5056 | 5.9310 | 1892 | 0.7617 | 0.4888 | 0.7617 | 0.8727 | +| 0.5056 | 5.9373 | 1894 | 0.7666 | 0.5092 | 0.7666 | 0.8756 | +| 0.5056 | 5.9436 | 1896 | 0.7810 | 0.5291 | 0.7810 | 0.8837 | +| 0.5056 | 5.9498 | 1898 | 0.7978 | 0.5291 | 0.7978 | 0.8932 | +| 0.5056 | 5.9561 | 1900 | 0.8100 | 0.5291 | 0.8100 | 0.9000 | +| 0.5056 | 5.9624 | 1902 | 0.8139 | 0.5291 | 0.8139 | 0.9022 | +| 0.5056 | 5.9687 | 1904 | 0.8144 | 0.5291 | 0.8144 | 0.9025 | +| 0.5056 | 5.9749 | 1906 | 0.8076 | 0.5291 | 0.8076 | 0.8986 | +| 0.5056 | 5.9812 | 1908 | 0.7976 | 0.4907 | 0.7976 | 0.8931 | +| 0.5056 | 5.9875 | 1910 | 0.7833 | 0.4907 | 0.7833 | 0.8850 | +| 0.5056 | 5.9937 | 1912 | 0.7726 | 0.4907 | 0.7726 | 0.8790 | +| 0.5056 | 6.0 | 1914 | 0.7634 | 0.4897 | 0.7634 | 0.8737 | +| 0.5056 | 6.0063 | 1916 | 0.7538 | 0.4897 | 0.7538 | 0.8682 | +| 0.5056 | 6.0125 | 1918 | 0.7501 | 0.4897 | 0.7501 | 0.8661 | +| 0.5056 | 6.0188 | 1920 | 0.7428 | 0.4897 | 0.7428 | 0.8618 | +| 0.5056 | 6.0251 | 1922 | 0.7391 | 0.5283 | 0.7391 | 0.8597 | +| 0.5056 | 6.0313 | 1924 | 0.7370 | 0.5277 | 0.7370 | 0.8585 | +| 0.5056 | 6.0376 | 1926 | 0.7330 | 0.5283 | 0.7330 | 0.8561 | +| 0.5056 | 6.0439 | 1928 | 0.7298 | 0.5283 | 0.7298 | 0.8543 | +| 0.5056 | 6.0502 | 1930 | 0.7333 | 0.5653 | 0.7333 | 0.8563 | +| 0.5056 | 6.0564 | 1932 | 0.7356 | 0.5633 | 0.7356 | 0.8577 | +| 0.5056 | 6.0627 | 1934 | 0.7373 | 0.5633 | 0.7373 | 0.8586 | +| 0.5056 | 6.0690 | 1936 | 0.7412 | 0.5633 | 0.7412 | 0.8609 | +| 0.5056 | 6.0752 | 1938 | 0.7444 | 0.5653 | 0.7444 | 0.8628 | +| 0.5056 | 6.0815 | 1940 | 0.7450 | 0.5633 | 0.7450 | 0.8631 | +| 0.5056 | 6.0878 | 1942 | 0.7451 | 0.5277 | 0.7451 | 0.8632 | +| 0.5056 | 6.0940 | 1944 | 0.7476 | 0.5093 | 0.7476 | 0.8646 | +| 0.5056 | 6.1003 | 1946 | 0.7450 | 0.5093 | 0.7450 | 0.8631 | +| 0.5056 | 6.1066 | 1948 | 0.7400 | 0.5093 | 0.7400 | 0.8602 | +| 0.5056 | 6.1129 | 1950 | 0.7341 | 0.5741 | 0.7341 | 0.8568 | +| 0.5056 | 6.1191 | 1952 | 0.7297 | 0.6032 | 0.7297 | 0.8542 | +| 0.5056 | 6.1254 | 1954 | 0.7301 | 0.6268 | 0.7301 | 0.8545 | +| 0.5056 | 6.1317 | 1956 | 0.7312 | 0.6268 | 0.7312 | 0.8551 | +| 0.5056 | 6.1379 | 1958 | 0.7327 | 0.6131 | 0.7327 | 0.8560 | +| 0.5056 | 6.1442 | 1960 | 0.7346 | 0.6131 | 0.7346 | 0.8571 | +| 0.5056 | 6.1505 | 1962 | 0.7304 | 0.6131 | 0.7304 | 0.8546 | +| 0.5056 | 6.1567 | 1964 | 0.7216 | 0.6268 | 0.7216 | 0.8495 | +| 0.5056 | 6.1630 | 1966 | 0.7156 | 0.6268 | 0.7156 | 0.8459 | +| 0.5056 | 6.1693 | 1968 | 0.7138 | 0.6268 | 0.7138 | 0.8449 | +| 0.5056 | 6.1755 | 1970 | 0.7144 | 0.6441 | 0.7144 | 0.8452 | +| 0.5056 | 6.1818 | 1972 | 0.7156 | 0.6441 | 0.7156 | 0.8459 | +| 0.5056 | 6.1881 | 1974 | 0.7151 | 0.6144 | 0.7151 | 0.8456 | +| 0.5056 | 6.1944 | 1976 | 0.7155 | 0.6441 | 0.7155 | 0.8459 | +| 0.5056 | 6.2006 | 1978 | 0.7158 | 0.6441 | 0.7158 | 0.8461 | +| 0.5056 | 6.2069 | 1980 | 0.7213 | 0.5990 | 0.7213 | 0.8493 | +| 0.5056 | 6.2132 | 1982 | 0.7279 | 0.5666 | 0.7279 | 0.8532 | +| 0.5056 | 6.2194 | 1984 | 0.7412 | 0.5859 | 0.7412 | 0.8609 | +| 0.5056 | 6.2257 | 1986 | 0.7475 | 0.5859 | 0.7475 | 0.8646 | +| 0.5056 | 6.2320 | 1988 | 0.7517 | 0.5859 | 0.7517 | 0.8670 | +| 0.5056 | 6.2382 | 1990 | 0.7460 | 0.5859 | 0.7460 | 0.8637 | +| 0.5056 | 6.2445 | 1992 | 0.7461 | 0.5859 | 0.7461 | 0.8638 | +| 0.5056 | 6.2508 | 1994 | 0.7397 | 0.5859 | 0.7397 | 0.8601 | +| 0.5056 | 6.2571 | 1996 | 0.7263 | 0.6209 | 0.7263 | 0.8523 | +| 0.5056 | 6.2633 | 1998 | 0.7138 | 0.6349 | 0.7138 | 0.8449 | +| 0.4006 | 6.2696 | 2000 | 0.7059 | 0.6193 | 0.7059 | 0.8402 | +| 0.4006 | 6.2759 | 2002 | 0.7007 | 0.6349 | 0.7007 | 0.8371 | +| 0.4006 | 6.2821 | 2004 | 0.6970 | 0.6349 | 0.6970 | 0.8349 | +| 0.4006 | 6.2884 | 2006 | 0.6964 | 0.6921 | 0.6964 | 0.8345 | +| 0.4006 | 6.2947 | 2008 | 0.6983 | 0.6764 | 0.6983 | 0.8356 | +| 0.4006 | 6.3009 | 2010 | 0.7110 | 0.6829 | 0.7110 | 0.8432 | +| 0.4006 | 6.3072 | 2012 | 0.7256 | 0.6829 | 0.7256 | 0.8518 | +| 0.4006 | 6.3135 | 2014 | 0.7430 | 0.6893 | 0.7430 | 0.8620 | +| 0.4006 | 6.3197 | 2016 | 0.7659 | 0.6582 | 0.7659 | 0.8752 | +| 0.4006 | 6.3260 | 2018 | 0.7851 | 0.6582 | 0.7851 | 0.8861 | +| 0.4006 | 6.3323 | 2020 | 0.7980 | 0.7149 | 0.7980 | 0.8933 | +| 0.4006 | 6.3386 | 2022 | 0.8013 | 0.7149 | 0.8013 | 0.8952 | +| 0.4006 | 6.3448 | 2024 | 0.8164 | 0.7149 | 0.8164 | 0.9035 | +| 0.4006 | 6.3511 | 2026 | 0.8113 | 0.7149 | 0.8113 | 0.9007 | +| 0.4006 | 6.3574 | 2028 | 0.8138 | 0.7149 | 0.8138 | 0.9021 | +| 0.4006 | 6.3636 | 2030 | 0.7985 | 0.7149 | 0.7985 | 0.8936 | +| 0.4006 | 6.3699 | 2032 | 0.7780 | 0.7149 | 0.7780 | 0.8820 | +| 0.4006 | 6.3762 | 2034 | 0.7603 | 0.6582 | 0.7603 | 0.8719 | +| 0.4006 | 6.3824 | 2036 | 0.7513 | 0.6582 | 0.7513 | 0.8668 | +| 0.4006 | 6.3887 | 2038 | 0.7535 | 0.6582 | 0.7535 | 0.8680 | +| 0.4006 | 6.3950 | 2040 | 0.7630 | 0.5266 | 0.7630 | 0.8735 | +| 0.4006 | 6.4013 | 2042 | 0.7791 | 0.5488 | 0.7791 | 0.8826 | +| 0.4006 | 6.4075 | 2044 | 0.7941 | 0.5488 | 0.7941 | 0.8911 | +| 0.4006 | 6.4138 | 2046 | 0.7980 | 0.5488 | 0.7980 | 0.8933 | +| 0.4006 | 6.4201 | 2048 | 0.8025 | 0.5488 | 0.8025 | 0.8958 | +| 0.4006 | 6.4263 | 2050 | 0.8097 | 0.5488 | 0.8097 | 0.8998 | +| 0.4006 | 6.4326 | 2052 | 0.8115 | 0.5488 | 0.8115 | 0.9008 | +| 0.4006 | 6.4389 | 2054 | 0.8097 | 0.5488 | 0.8097 | 0.8998 | +| 0.4006 | 6.4451 | 2056 | 0.7965 | 0.5488 | 0.7965 | 0.8925 | +| 0.4006 | 6.4514 | 2058 | 0.7832 | 0.5488 | 0.7832 | 0.8850 | +| 0.4006 | 6.4577 | 2060 | 0.7769 | 0.5488 | 0.7769 | 0.8814 | +| 0.4006 | 6.4639 | 2062 | 0.7701 | 0.5488 | 0.7701 | 0.8776 | +| 0.4006 | 6.4702 | 2064 | 0.7757 | 0.5488 | 0.7757 | 0.8807 | +| 0.4006 | 6.4765 | 2066 | 0.7950 | 0.6582 | 0.7950 | 0.8916 | +| 0.4006 | 6.4828 | 2068 | 0.8127 | 0.6582 | 0.8127 | 0.9015 | +| 0.4006 | 6.4890 | 2070 | 0.8247 | 0.7149 | 0.8247 | 0.9081 | +| 0.4006 | 6.4953 | 2072 | 0.8265 | 0.6582 | 0.8265 | 0.9091 | +| 0.4006 | 6.5016 | 2074 | 0.8174 | 0.6582 | 0.8174 | 0.9041 | +| 0.4006 | 6.5078 | 2076 | 0.7969 | 0.5488 | 0.7969 | 0.8927 | +| 0.4006 | 6.5141 | 2078 | 0.7839 | 0.5288 | 0.7839 | 0.8854 | +| 0.4006 | 6.5204 | 2080 | 0.7729 | 0.5288 | 0.7729 | 0.8791 | +| 0.4006 | 6.5266 | 2082 | 0.7602 | 0.5653 | 0.7602 | 0.8719 | +| 0.4006 | 6.5329 | 2084 | 0.7577 | 0.4897 | 0.7577 | 0.8705 | +| 0.4006 | 6.5392 | 2086 | 0.7662 | 0.4897 | 0.7662 | 0.8753 | +| 0.4006 | 6.5455 | 2088 | 0.7747 | 0.4913 | 0.7747 | 0.8802 | +| 0.4006 | 6.5517 | 2090 | 0.7799 | 0.5101 | 0.7799 | 0.8831 | +| 0.4006 | 6.5580 | 2092 | 0.7879 | 0.5101 | 0.7879 | 0.8877 | +| 0.4006 | 6.5643 | 2094 | 0.7963 | 0.5291 | 0.7963 | 0.8923 | +| 0.4006 | 6.5705 | 2096 | 0.8000 | 0.4706 | 0.8000 | 0.8944 | +| 0.4006 | 6.5768 | 2098 | 0.8023 | 0.4897 | 0.8023 | 0.8957 | +| 0.4006 | 6.5831 | 2100 | 0.8038 | 0.4897 | 0.8038 | 0.8965 | +| 0.4006 | 6.5893 | 2102 | 0.8045 | 0.4897 | 0.8045 | 0.8970 | +| 0.4006 | 6.5956 | 2104 | 0.8034 | 0.4897 | 0.8034 | 0.8963 | +| 0.4006 | 6.6019 | 2106 | 0.8025 | 0.4888 | 0.8025 | 0.8958 | +| 0.4006 | 6.6082 | 2108 | 0.8035 | 0.4888 | 0.8035 | 0.8964 | +| 0.4006 | 6.6144 | 2110 | 0.8008 | 0.4888 | 0.8008 | 0.8949 | +| 0.4006 | 6.6207 | 2112 | 0.7947 | 0.4897 | 0.7947 | 0.8915 | +| 0.4006 | 6.6270 | 2114 | 0.7913 | 0.4897 | 0.7913 | 0.8895 | +| 0.4006 | 6.6332 | 2116 | 0.7906 | 0.4897 | 0.7906 | 0.8891 | +| 0.4006 | 6.6395 | 2118 | 0.7863 | 0.4897 | 0.7863 | 0.8867 | +| 0.4006 | 6.6458 | 2120 | 0.7820 | 0.4897 | 0.7820 | 0.8843 | +| 0.4006 | 6.6520 | 2122 | 0.7747 | 0.5277 | 0.7747 | 0.8802 | +| 0.4006 | 6.6583 | 2124 | 0.7686 | 0.5277 | 0.7686 | 0.8767 | +| 0.4006 | 6.6646 | 2126 | 0.7647 | 0.5277 | 0.7647 | 0.8745 | +| 0.4006 | 6.6708 | 2128 | 0.7633 | 0.5277 | 0.7633 | 0.8737 | +| 0.4006 | 6.6771 | 2130 | 0.7600 | 0.5277 | 0.7600 | 0.8718 | +| 0.4006 | 6.6834 | 2132 | 0.7559 | 0.5277 | 0.7559 | 0.8694 | +| 0.4006 | 6.6897 | 2134 | 0.7506 | 0.5277 | 0.7506 | 0.8663 | +| 0.4006 | 6.6959 | 2136 | 0.7443 | 0.5277 | 0.7443 | 0.8627 | +| 0.4006 | 6.7022 | 2138 | 0.7378 | 0.5277 | 0.7378 | 0.8589 | +| 0.4006 | 6.7085 | 2140 | 0.7359 | 0.5965 | 0.7359 | 0.8578 | +| 0.4006 | 6.7147 | 2142 | 0.7394 | 0.5965 | 0.7394 | 0.8599 | +| 0.4006 | 6.7210 | 2144 | 0.7445 | 0.5965 | 0.7445 | 0.8629 | +| 0.4006 | 6.7273 | 2146 | 0.7538 | 0.6482 | 0.7538 | 0.8682 | +| 0.4006 | 6.7335 | 2148 | 0.7627 | 0.6396 | 0.7627 | 0.8733 | +| 0.4006 | 6.7398 | 2150 | 0.7707 | 0.6396 | 0.7707 | 0.8779 | +| 0.4006 | 6.7461 | 2152 | 0.7759 | 0.6962 | 0.7759 | 0.8809 | +| 0.4006 | 6.7524 | 2154 | 0.7749 | 0.6962 | 0.7749 | 0.8803 | +| 0.4006 | 6.7586 | 2156 | 0.7754 | 0.6962 | 0.7754 | 0.8806 | +| 0.4006 | 6.7649 | 2158 | 0.7819 | 0.6962 | 0.7819 | 0.8843 | +| 0.4006 | 6.7712 | 2160 | 0.7852 | 0.6642 | 0.7852 | 0.8861 | +| 0.4006 | 6.7774 | 2162 | 0.7787 | 0.6962 | 0.7787 | 0.8825 | +| 0.4006 | 6.7837 | 2164 | 0.7711 | 0.6396 | 0.7711 | 0.8781 | +| 0.4006 | 6.7900 | 2166 | 0.7691 | 0.6396 | 0.7691 | 0.8770 | +| 0.4006 | 6.7962 | 2168 | 0.7755 | 0.6396 | 0.7755 | 0.8806 | +| 0.4006 | 6.8025 | 2170 | 0.7914 | 0.6642 | 0.7914 | 0.8896 | +| 0.4006 | 6.8088 | 2172 | 0.7995 | 0.6642 | 0.7995 | 0.8941 | +| 0.4006 | 6.8150 | 2174 | 0.7972 | 0.6053 | 0.7972 | 0.8928 | +| 0.4006 | 6.8213 | 2176 | 0.7932 | 0.6053 | 0.7932 | 0.8906 | +| 0.4006 | 6.8276 | 2178 | 0.7929 | 0.5689 | 0.7929 | 0.8904 | +| 0.4006 | 6.8339 | 2180 | 0.7983 | 0.6053 | 0.7983 | 0.8935 | +| 0.4006 | 6.8401 | 2182 | 0.8068 | 0.6053 | 0.8068 | 0.8982 | +| 0.4006 | 6.8464 | 2184 | 0.8134 | 0.6053 | 0.8134 | 0.9019 | +| 0.4006 | 6.8527 | 2186 | 0.8144 | 0.6642 | 0.8144 | 0.9024 | +| 0.4006 | 6.8589 | 2188 | 0.8105 | 0.6053 | 0.8105 | 0.9003 | +| 0.4006 | 6.8652 | 2190 | 0.8058 | 0.5689 | 0.8058 | 0.8977 | +| 0.4006 | 6.8715 | 2192 | 0.8016 | 0.5488 | 0.8016 | 0.8953 | +| 0.4006 | 6.8777 | 2194 | 0.7949 | 0.5488 | 0.7949 | 0.8916 | +| 0.4006 | 6.8840 | 2196 | 0.7839 | 0.4888 | 0.7839 | 0.8854 | +| 0.4006 | 6.8903 | 2198 | 0.7789 | 0.4888 | 0.7789 | 0.8825 | +| 0.4006 | 6.8966 | 2200 | 0.7712 | 0.4888 | 0.7712 | 0.8782 | +| 0.4006 | 6.9028 | 2202 | 0.7660 | 0.4888 | 0.7660 | 0.8752 | +| 0.4006 | 6.9091 | 2204 | 0.7653 | 0.4888 | 0.7653 | 0.8748 | +| 0.4006 | 6.9154 | 2206 | 0.7628 | 0.5674 | 0.7628 | 0.8734 | +| 0.4006 | 6.9216 | 2208 | 0.7614 | 0.5674 | 0.7614 | 0.8726 | +| 0.4006 | 6.9279 | 2210 | 0.7607 | 0.5674 | 0.7607 | 0.8722 | +| 0.4006 | 6.9342 | 2212 | 0.7632 | 0.5674 | 0.7632 | 0.8736 | +| 0.4006 | 6.9404 | 2214 | 0.7689 | 0.5674 | 0.7689 | 0.8769 | +| 0.4006 | 6.9467 | 2216 | 0.7739 | 0.5674 | 0.7739 | 0.8797 | +| 0.4006 | 6.9530 | 2218 | 0.7836 | 0.5867 | 0.7836 | 0.8852 | +| 0.4006 | 6.9592 | 2220 | 0.7966 | 0.5859 | 0.7966 | 0.8925 | +| 0.4006 | 6.9655 | 2222 | 0.8003 | 0.5859 | 0.8003 | 0.8946 | +| 0.4006 | 6.9718 | 2224 | 0.8017 | 0.5859 | 0.8017 | 0.8954 | +| 0.4006 | 6.9781 | 2226 | 0.8005 | 0.5859 | 0.8005 | 0.8947 | +| 0.4006 | 6.9843 | 2228 | 0.8067 | 0.5859 | 0.8067 | 0.8982 | +| 0.4006 | 6.9906 | 2230 | 0.8090 | 0.5859 | 0.8090 | 0.8994 | +| 0.4006 | 6.9969 | 2232 | 0.8165 | 0.5890 | 0.8165 | 0.9036 | +| 0.4006 | 7.0031 | 2234 | 0.8157 | 0.5890 | 0.8157 | 0.9032 | +| 0.4006 | 7.0094 | 2236 | 0.8108 | 0.5890 | 0.8108 | 0.9005 | +| 0.4006 | 7.0157 | 2238 | 0.8070 | 0.5890 | 0.8070 | 0.8983 | +| 0.4006 | 7.0219 | 2240 | 0.7973 | 0.5505 | 0.7973 | 0.8929 | +| 0.4006 | 7.0282 | 2242 | 0.7852 | 0.4451 | 0.7852 | 0.8861 | +| 0.4006 | 7.0345 | 2244 | 0.7772 | 0.4451 | 0.7772 | 0.8816 | +| 0.4006 | 7.0408 | 2246 | 0.7681 | 0.5097 | 0.7681 | 0.8764 | +| 0.4006 | 7.0470 | 2248 | 0.7605 | 0.4906 | 0.7605 | 0.8721 | +| 0.4006 | 7.0533 | 2250 | 0.7480 | 0.5277 | 0.7480 | 0.8649 | +| 0.4006 | 7.0596 | 2252 | 0.7376 | 0.5277 | 0.7376 | 0.8588 | +| 0.4006 | 7.0658 | 2254 | 0.7311 | 0.5965 | 0.7311 | 0.8551 | +| 0.4006 | 7.0721 | 2256 | 0.7321 | 0.5786 | 0.7321 | 0.8556 | +| 0.4006 | 7.0784 | 2258 | 0.7345 | 0.6095 | 0.7345 | 0.8570 | +| 0.4006 | 7.0846 | 2260 | 0.7426 | 0.6095 | 0.7426 | 0.8617 | +| 0.4006 | 7.0909 | 2262 | 0.7547 | 0.6095 | 0.7547 | 0.8687 | +| 0.4006 | 7.0972 | 2264 | 0.7733 | 0.6875 | 0.7733 | 0.8794 | +| 0.4006 | 7.1034 | 2266 | 0.7990 | 0.6297 | 0.7990 | 0.8939 | +| 0.4006 | 7.1097 | 2268 | 0.8275 | 0.6297 | 0.8275 | 0.9097 | +| 0.4006 | 7.1160 | 2270 | 0.8441 | 0.6824 | 0.8441 | 0.9187 | +| 0.4006 | 7.1223 | 2272 | 0.8577 | 0.7149 | 0.8577 | 0.9261 | +| 0.4006 | 7.1285 | 2274 | 0.8561 | 0.7149 | 0.8561 | 0.9253 | +| 0.4006 | 7.1348 | 2276 | 0.8492 | 0.6582 | 0.8492 | 0.9215 | +| 0.4006 | 7.1411 | 2278 | 0.8372 | 0.6582 | 0.8372 | 0.9150 | +| 0.4006 | 7.1473 | 2280 | 0.8304 | 0.6582 | 0.8304 | 0.9113 | +| 0.4006 | 7.1536 | 2282 | 0.8150 | 0.6124 | 0.8150 | 0.9028 | +| 0.4006 | 7.1599 | 2284 | 0.8085 | 0.6124 | 0.8085 | 0.8992 | +| 0.4006 | 7.1661 | 2286 | 0.8058 | 0.6396 | 0.8058 | 0.8977 | +| 0.4006 | 7.1724 | 2288 | 0.7995 | 0.5666 | 0.7995 | 0.8941 | +| 0.4006 | 7.1787 | 2290 | 0.7937 | 0.5666 | 0.7937 | 0.8909 | +| 0.4006 | 7.1850 | 2292 | 0.7870 | 0.5666 | 0.7870 | 0.8871 | +| 0.4006 | 7.1912 | 2294 | 0.7879 | 0.5666 | 0.7879 | 0.8877 | +| 0.4006 | 7.1975 | 2296 | 0.7888 | 0.5666 | 0.7888 | 0.8881 | +| 0.4006 | 7.2038 | 2298 | 0.7848 | 0.5666 | 0.7848 | 0.8859 | +| 0.4006 | 7.2100 | 2300 | 0.7841 | 0.5666 | 0.7841 | 0.8855 | +| 0.4006 | 7.2163 | 2302 | 0.7843 | 0.5666 | 0.7843 | 0.8856 | +| 0.4006 | 7.2226 | 2304 | 0.7880 | 0.5666 | 0.7880 | 0.8877 | +| 0.4006 | 7.2288 | 2306 | 0.7890 | 0.5666 | 0.7890 | 0.8883 | +| 0.4006 | 7.2351 | 2308 | 0.7925 | 0.5286 | 0.7925 | 0.8902 | +| 0.4006 | 7.2414 | 2310 | 0.7954 | 0.5286 | 0.7954 | 0.8919 | +| 0.4006 | 7.2476 | 2312 | 0.8019 | 0.5293 | 0.8019 | 0.8955 | +| 0.4006 | 7.2539 | 2314 | 0.8059 | 0.5293 | 0.8059 | 0.8977 | +| 0.4006 | 7.2602 | 2316 | 0.8056 | 0.6346 | 0.8056 | 0.8975 | +| 0.4006 | 7.2665 | 2318 | 0.8032 | 0.6346 | 0.8032 | 0.8962 | +| 0.4006 | 7.2727 | 2320 | 0.8030 | 0.6346 | 0.8030 | 0.8961 | +| 0.4006 | 7.2790 | 2322 | 0.7903 | 0.6346 | 0.7903 | 0.8890 | +| 0.4006 | 7.2853 | 2324 | 0.7733 | 0.6053 | 0.7733 | 0.8794 | +| 0.4006 | 7.2915 | 2326 | 0.7561 | 0.6713 | 0.7561 | 0.8695 | +| 0.4006 | 7.2978 | 2328 | 0.7423 | 0.6023 | 0.7423 | 0.8616 | +| 0.4006 | 7.3041 | 2330 | 0.7333 | 0.5990 | 0.7333 | 0.8563 | +| 0.4006 | 7.3103 | 2332 | 0.7324 | 0.5756 | 0.7324 | 0.8558 | +| 0.4006 | 7.3166 | 2334 | 0.7300 | 0.5756 | 0.7300 | 0.8544 | +| 0.4006 | 7.3229 | 2336 | 0.7286 | 0.5756 | 0.7286 | 0.8536 | +| 0.4006 | 7.3292 | 2338 | 0.7315 | 0.5990 | 0.7315 | 0.8553 | +| 0.4006 | 7.3354 | 2340 | 0.7326 | 0.6023 | 0.7326 | 0.8559 | +| 0.4006 | 7.3417 | 2342 | 0.7365 | 0.6023 | 0.7365 | 0.8582 | +| 0.4006 | 7.3480 | 2344 | 0.7418 | 0.6023 | 0.7418 | 0.8613 | +| 0.4006 | 7.3542 | 2346 | 0.7395 | 0.6023 | 0.7395 | 0.8599 | +| 0.4006 | 7.3605 | 2348 | 0.7371 | 0.6023 | 0.7371 | 0.8586 | +| 0.4006 | 7.3668 | 2350 | 0.7325 | 0.6023 | 0.7325 | 0.8559 | +| 0.4006 | 7.3730 | 2352 | 0.7337 | 0.5779 | 0.7337 | 0.8566 | +| 0.4006 | 7.3793 | 2354 | 0.7374 | 0.5779 | 0.7374 | 0.8587 | +| 0.4006 | 7.3856 | 2356 | 0.7433 | 0.6023 | 0.7433 | 0.8622 | +| 0.4006 | 7.3918 | 2358 | 0.7497 | 0.6023 | 0.7497 | 0.8658 | +| 0.4006 | 7.3981 | 2360 | 0.7571 | 0.5779 | 0.7571 | 0.8701 | +| 0.4006 | 7.4044 | 2362 | 0.7557 | 0.5779 | 0.7557 | 0.8693 | +| 0.4006 | 7.4107 | 2364 | 0.7514 | 0.5779 | 0.7514 | 0.8669 | +| 0.4006 | 7.4169 | 2366 | 0.7459 | 0.6062 | 0.7459 | 0.8637 | +| 0.4006 | 7.4232 | 2368 | 0.7401 | 0.6062 | 0.7401 | 0.8603 | +| 0.4006 | 7.4295 | 2370 | 0.7402 | 0.6062 | 0.7402 | 0.8604 | +| 0.4006 | 7.4357 | 2372 | 0.7419 | 0.6062 | 0.7419 | 0.8613 | +| 0.4006 | 7.4420 | 2374 | 0.7454 | 0.6062 | 0.7454 | 0.8633 | +| 0.4006 | 7.4483 | 2376 | 0.7485 | 0.6062 | 0.7485 | 0.8651 | +| 0.4006 | 7.4545 | 2378 | 0.7486 | 0.5756 | 0.7486 | 0.8652 | +| 0.4006 | 7.4608 | 2380 | 0.7498 | 0.5756 | 0.7498 | 0.8659 | +| 0.4006 | 7.4671 | 2382 | 0.7473 | 0.5435 | 0.7473 | 0.8645 | +| 0.4006 | 7.4734 | 2384 | 0.7492 | 0.5435 | 0.7492 | 0.8656 | +| 0.4006 | 7.4796 | 2386 | 0.7545 | 0.5779 | 0.7545 | 0.8686 | +| 0.4006 | 7.4859 | 2388 | 0.7581 | 0.5779 | 0.7581 | 0.8707 | +| 0.4006 | 7.4922 | 2390 | 0.7634 | 0.6023 | 0.7634 | 0.8737 | +| 0.4006 | 7.4984 | 2392 | 0.7718 | 0.6023 | 0.7718 | 0.8785 | +| 0.4006 | 7.5047 | 2394 | 0.7778 | 0.5666 | 0.7778 | 0.8819 | +| 0.4006 | 7.5110 | 2396 | 0.7806 | 0.5666 | 0.7806 | 0.8835 | +| 0.4006 | 7.5172 | 2398 | 0.7839 | 0.6396 | 0.7839 | 0.8854 | +| 0.4006 | 7.5235 | 2400 | 0.7872 | 0.6396 | 0.7872 | 0.8872 | +| 0.4006 | 7.5298 | 2402 | 0.7835 | 0.6124 | 0.7835 | 0.8852 | +| 0.4006 | 7.5361 | 2404 | 0.7847 | 0.6124 | 0.7847 | 0.8858 | +| 0.4006 | 7.5423 | 2406 | 0.7833 | 0.5439 | 0.7833 | 0.8850 | +| 0.4006 | 7.5486 | 2408 | 0.7753 | 0.5779 | 0.7753 | 0.8805 | +| 0.4006 | 7.5549 | 2410 | 0.7653 | 0.5779 | 0.7653 | 0.8748 | +| 0.4006 | 7.5611 | 2412 | 0.7593 | 0.5779 | 0.7593 | 0.8714 | +| 0.4006 | 7.5674 | 2414 | 0.7572 | 0.5779 | 0.7572 | 0.8702 | +| 0.4006 | 7.5737 | 2416 | 0.7579 | 0.5447 | 0.7579 | 0.8706 | +| 0.4006 | 7.5799 | 2418 | 0.7609 | 0.5447 | 0.7609 | 0.8723 | +| 0.4006 | 7.5862 | 2420 | 0.7658 | 0.5447 | 0.7658 | 0.8751 | +| 0.4006 | 7.5925 | 2422 | 0.7707 | 0.5674 | 0.7707 | 0.8779 | +| 0.4006 | 7.5987 | 2424 | 0.7753 | 0.5288 | 0.7753 | 0.8805 | +| 0.4006 | 7.6050 | 2426 | 0.7788 | 0.5288 | 0.7788 | 0.8825 | +| 0.4006 | 7.6113 | 2428 | 0.7830 | 0.5295 | 0.7830 | 0.8849 | +| 0.4006 | 7.6176 | 2430 | 0.7854 | 0.5295 | 0.7854 | 0.8862 | +| 0.4006 | 7.6238 | 2432 | 0.7855 | 0.5295 | 0.7855 | 0.8863 | +| 0.4006 | 7.6301 | 2434 | 0.7892 | 0.5295 | 0.7892 | 0.8884 | +| 0.4006 | 7.6364 | 2436 | 0.7903 | 0.5295 | 0.7903 | 0.8890 | +| 0.4006 | 7.6426 | 2438 | 0.7895 | 0.5288 | 0.7895 | 0.8885 | +| 0.4006 | 7.6489 | 2440 | 0.7883 | 0.4670 | 0.7883 | 0.8879 | +| 0.4006 | 7.6552 | 2442 | 0.7867 | 0.4670 | 0.7867 | 0.8870 | +| 0.4006 | 7.6614 | 2444 | 0.7853 | 0.4670 | 0.7853 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0.7899 | 0.5990 | 0.7899 | 0.8887 | +| 0.4006 | 7.7680 | 2478 | 0.7870 | 0.6023 | 0.7870 | 0.8871 | +| 0.4006 | 7.7743 | 2480 | 0.7872 | 0.5666 | 0.7872 | 0.8872 | +| 0.4006 | 7.7806 | 2482 | 0.7878 | 0.5666 | 0.7878 | 0.8876 | +| 0.4006 | 7.7868 | 2484 | 0.7916 | 0.5666 | 0.7916 | 0.8897 | +| 0.4006 | 7.7931 | 2486 | 0.7959 | 0.5689 | 0.7959 | 0.8921 | +| 0.4006 | 7.7994 | 2488 | 0.7984 | 0.5689 | 0.7984 | 0.8935 | +| 0.4006 | 7.8056 | 2490 | 0.7988 | 0.5689 | 0.7988 | 0.8937 | +| 0.4006 | 7.8119 | 2492 | 0.7980 | 0.5666 | 0.7980 | 0.8933 | +| 0.4006 | 7.8182 | 2494 | 0.7996 | 0.5666 | 0.7996 | 0.8942 | +| 0.4006 | 7.8245 | 2496 | 0.8007 | 0.5666 | 0.8007 | 0.8948 | +| 0.4006 | 7.8307 | 2498 | 0.7984 | 0.5666 | 0.7984 | 0.8935 | +| 0.3552 | 7.8370 | 2500 | 0.7973 | 0.5666 | 0.7973 | 0.8929 | +| 0.3552 | 7.8433 | 2502 | 0.7961 | 0.5666 | 0.7961 | 0.8922 | +| 0.3552 | 7.8495 | 2504 | 0.7955 | 0.5666 | 0.7955 | 0.8919 | +| 0.3552 | 7.8558 | 2506 | 0.7943 | 0.5439 | 0.7943 | 0.8912 | +| 0.3552 | 7.8621 | 2508 | 0.7904 | 0.5439 | 0.7904 | 0.8890 | +| 0.3552 | 7.8683 | 2510 | 0.7848 | 0.5439 | 0.7848 | 0.8859 | +| 0.3552 | 7.8746 | 2512 | 0.7806 | 0.5756 | 0.7806 | 0.8835 | +| 0.3552 | 7.8809 | 2514 | 0.7766 | 0.5756 | 0.7766 | 0.8812 | +| 0.3552 | 7.8871 | 2516 | 0.7707 | 0.5756 | 0.7707 | 0.8779 | +| 0.3552 | 7.8934 | 2518 | 0.7664 | 0.6062 | 0.7664 | 0.8754 | +| 0.3552 | 7.8997 | 2520 | 0.7629 | 0.6062 | 0.7629 | 0.8734 | +| 0.3552 | 7.9060 | 2522 | 0.7610 | 0.5990 | 0.7610 | 0.8723 | +| 0.3552 | 7.9122 | 2524 | 0.7605 | 0.5990 | 0.7605 | 0.8721 | +| 0.3552 | 7.9185 | 2526 | 0.7598 | 0.5990 | 0.7598 | 0.8717 | +| 0.3552 | 7.9248 | 2528 | 0.7630 | 0.6396 | 0.7630 | 0.8735 | +| 0.3552 | 7.9310 | 2530 | 0.7677 | 0.6396 | 0.7677 | 0.8762 | +| 0.3552 | 7.9373 | 2532 | 0.7750 | 0.6396 | 0.7750 | 0.8803 | +| 0.3552 | 7.9436 | 2534 | 0.7799 | 0.6396 | 0.7799 | 0.8831 | +| 0.3552 | 7.9498 | 2536 | 0.7823 | 0.6396 | 0.7823 | 0.8845 | +| 0.3552 | 7.9561 | 2538 | 0.7828 | 0.6582 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2570 | 0.7678 | 0.6429 | 0.7678 | 0.8762 | +| 0.3552 | 8.0627 | 2572 | 0.7734 | 0.6429 | 0.7734 | 0.8794 | +| 0.3552 | 8.0690 | 2574 | 0.7784 | 0.6429 | 0.7784 | 0.8823 | +| 0.3552 | 8.0752 | 2576 | 0.7858 | 0.6297 | 0.7858 | 0.8865 | +| 0.3552 | 8.0815 | 2578 | 0.7972 | 0.6582 | 0.7972 | 0.8929 | +| 0.3552 | 8.0878 | 2580 | 0.8049 | 0.6582 | 0.8049 | 0.8972 | +| 0.3552 | 8.0940 | 2582 | 0.8044 | 0.6582 | 0.8044 | 0.8969 | +| 0.3552 | 8.1003 | 2584 | 0.7962 | 0.6582 | 0.7962 | 0.8923 | +| 0.3552 | 8.1066 | 2586 | 0.7864 | 0.6297 | 0.7864 | 0.8868 | +| 0.3552 | 8.1129 | 2588 | 0.7768 | 0.6596 | 0.7768 | 0.8814 | +| 0.3552 | 8.1191 | 2590 | 0.7721 | 0.6596 | 0.7721 | 0.8787 | +| 0.3552 | 8.1254 | 2592 | 0.7652 | 0.6429 | 0.7652 | 0.8748 | +| 0.3552 | 8.1317 | 2594 | 0.7588 | 0.6429 | 0.7588 | 0.8711 | +| 0.3552 | 8.1379 | 2596 | 0.7534 | 0.6714 | 0.7534 | 0.8680 | +| 0.3552 | 8.1442 | 2598 | 0.7490 | 0.6714 | 0.7490 | 0.8654 | +| 0.3552 | 8.1505 | 2600 | 0.7444 | 0.6095 | 0.7444 | 0.8628 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0.6095 | 0.7546 | 0.8687 | +| 0.3552 | 8.2571 | 2634 | 0.7534 | 0.6095 | 0.7534 | 0.8680 | +| 0.3552 | 8.2633 | 2636 | 0.7524 | 0.6095 | 0.7524 | 0.8674 | +| 0.3552 | 8.2696 | 2638 | 0.7496 | 0.6095 | 0.7496 | 0.8658 | +| 0.3552 | 8.2759 | 2640 | 0.7495 | 0.6095 | 0.7495 | 0.8657 | +| 0.3552 | 8.2821 | 2642 | 0.7512 | 0.6095 | 0.7512 | 0.8667 | +| 0.3552 | 8.2884 | 2644 | 0.7546 | 0.6095 | 0.7546 | 0.8687 | +| 0.3552 | 8.2947 | 2646 | 0.7609 | 0.6714 | 0.7609 | 0.8723 | +| 0.3552 | 8.3009 | 2648 | 0.7662 | 0.6714 | 0.7662 | 0.8753 | +| 0.3552 | 8.3072 | 2650 | 0.7730 | 0.6596 | 0.7730 | 0.8792 | +| 0.3552 | 8.3135 | 2652 | 0.7836 | 0.6297 | 0.7836 | 0.8852 | +| 0.3552 | 8.3197 | 2654 | 0.7927 | 0.6297 | 0.7927 | 0.8904 | +| 0.3552 | 8.3260 | 2656 | 0.8013 | 0.6297 | 0.8013 | 0.8952 | +| 0.3552 | 8.3323 | 2658 | 0.8071 | 0.6297 | 0.8071 | 0.8984 | +| 0.3552 | 8.3386 | 2660 | 0.8132 | 0.6341 | 0.8132 | 0.9018 | +| 0.3552 | 8.3448 | 2662 | 0.8207 | 0.6341 | 0.8207 | 0.9059 | +| 0.3552 | 8.3511 | 2664 | 0.8278 | 0.6988 | 0.8278 | 0.9099 | +| 0.3552 | 8.3574 | 2666 | 0.8279 | 0.6988 | 0.8279 | 0.9099 | +| 0.3552 | 8.3636 | 2668 | 0.8239 | 0.6346 | 0.8239 | 0.9077 | +| 0.3552 | 8.3699 | 2670 | 0.8159 | 0.6706 | 0.8159 | 0.9033 | +| 0.3552 | 8.3762 | 2672 | 0.8063 | 0.5890 | 0.8063 | 0.8979 | +| 0.3552 | 8.3824 | 2674 | 0.7974 | 0.5637 | 0.7974 | 0.8930 | +| 0.3552 | 8.3887 | 2676 | 0.7934 | 0.5451 | 0.7934 | 0.8907 | +| 0.3552 | 8.3950 | 2678 | 0.7884 | 0.5439 | 0.7884 | 0.8879 | +| 0.3552 | 8.4013 | 2680 | 0.7835 | 0.5439 | 0.7835 | 0.8852 | +| 0.3552 | 8.4075 | 2682 | 0.7802 | 0.5439 | 0.7802 | 0.8833 | +| 0.3552 | 8.4138 | 2684 | 0.7795 | 0.5081 | 0.7795 | 0.8829 | +| 0.3552 | 8.4201 | 2686 | 0.7788 | 0.5081 | 0.7788 | 0.8825 | +| 0.3552 | 8.4263 | 2688 | 0.7790 | 0.5081 | 0.7790 | 0.8826 | +| 0.3552 | 8.4326 | 2690 | 0.7813 | 0.5275 | 0.7813 | 0.8839 | +| 0.3552 | 8.4389 | 2692 | 0.7803 | 0.5275 | 0.7803 | 0.8833 | +| 0.3552 | 8.4451 | 2694 | 0.7788 | 0.5275 | 0.7788 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0.7504 | 0.5965 | 0.7504 | 0.8663 | +| 0.3552 | 8.5517 | 2728 | 0.7474 | 0.5965 | 0.7474 | 0.8645 | +| 0.3552 | 8.5580 | 2730 | 0.7442 | 0.5965 | 0.7442 | 0.8626 | +| 0.3552 | 8.5643 | 2732 | 0.7393 | 0.5965 | 0.7393 | 0.8598 | +| 0.3552 | 8.5705 | 2734 | 0.7356 | 0.5786 | 0.7356 | 0.8577 | +| 0.3552 | 8.5768 | 2736 | 0.7339 | 0.5786 | 0.7339 | 0.8567 | +| 0.3552 | 8.5831 | 2738 | 0.7345 | 0.6095 | 0.7345 | 0.8570 | +| 0.3552 | 8.5893 | 2740 | 0.7372 | 0.6095 | 0.7372 | 0.8586 | +| 0.3552 | 8.5956 | 2742 | 0.7385 | 0.6095 | 0.7385 | 0.8594 | +| 0.3552 | 8.6019 | 2744 | 0.7398 | 0.6095 | 0.7398 | 0.8601 | +| 0.3552 | 8.6082 | 2746 | 0.7408 | 0.6095 | 0.7408 | 0.8607 | +| 0.3552 | 8.6144 | 2748 | 0.7411 | 0.6095 | 0.7411 | 0.8609 | +| 0.3552 | 8.6207 | 2750 | 0.7412 | 0.6095 | 0.7412 | 0.8609 | +| 0.3552 | 8.6270 | 2752 | 0.7440 | 0.6095 | 0.7440 | 0.8625 | +| 0.3552 | 8.6332 | 2754 | 0.7456 | 0.6095 | 0.7456 | 0.8635 | +| 0.3552 | 8.6395 | 2756 | 0.7447 | 0.6095 | 0.7447 | 0.8629 | +| 0.3552 | 8.6458 | 2758 | 0.7413 | 0.6095 | 0.7413 | 0.8610 | +| 0.3552 | 8.6520 | 2760 | 0.7390 | 0.6095 | 0.7390 | 0.8596 | +| 0.3552 | 8.6583 | 2762 | 0.7388 | 0.6095 | 0.7388 | 0.8595 | +| 0.3552 | 8.6646 | 2764 | 0.7393 | 0.6095 | 0.7393 | 0.8598 | +| 0.3552 | 8.6708 | 2766 | 0.7389 | 0.6095 | 0.7389 | 0.8596 | +| 0.3552 | 8.6771 | 2768 | 0.7396 | 0.6095 | 0.7396 | 0.8600 | +| 0.3552 | 8.6834 | 2770 | 0.7407 | 0.6095 | 0.7407 | 0.8606 | +| 0.3552 | 8.6897 | 2772 | 0.7434 | 0.5779 | 0.7434 | 0.8622 | +| 0.3552 | 8.6959 | 2774 | 0.7470 | 0.5779 | 0.7470 | 0.8643 | +| 0.3552 | 8.7022 | 2776 | 0.7495 | 0.6596 | 0.7495 | 0.8657 | +| 0.3552 | 8.7085 | 2778 | 0.7536 | 0.6596 | 0.7536 | 0.8681 | +| 0.3552 | 8.7147 | 2780 | 0.7560 | 0.6297 | 0.7560 | 0.8695 | +| 0.3552 | 8.7210 | 2782 | 0.7578 | 0.6297 | 0.7578 | 0.8705 | +| 0.3552 | 8.7273 | 2784 | 0.7636 | 0.6297 | 0.7636 | 0.8738 | +| 0.3552 | 8.7335 | 2786 | 0.7673 | 0.6297 | 0.7673 | 0.8760 | +| 0.3552 | 8.7398 | 2788 | 0.7684 | 0.6596 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2820 | 0.7398 | 0.6429 | 0.7398 | 0.8601 | +| 0.3552 | 8.8464 | 2822 | 0.7342 | 0.6714 | 0.7342 | 0.8569 | +| 0.3552 | 8.8527 | 2824 | 0.7310 | 0.6714 | 0.7310 | 0.8550 | +| 0.3552 | 8.8589 | 2826 | 0.7301 | 0.6714 | 0.7300 | 0.8544 | +| 0.3552 | 8.8652 | 2828 | 0.7292 | 0.6714 | 0.7292 | 0.8539 | +| 0.3552 | 8.8715 | 2830 | 0.7281 | 0.6714 | 0.7281 | 0.8533 | +| 0.3552 | 8.8777 | 2832 | 0.7262 | 0.6095 | 0.7262 | 0.8522 | +| 0.3552 | 8.8840 | 2834 | 0.7263 | 0.6095 | 0.7263 | 0.8522 | +| 0.3552 | 8.8903 | 2836 | 0.7264 | 0.6095 | 0.7264 | 0.8523 | +| 0.3552 | 8.8966 | 2838 | 0.7273 | 0.6095 | 0.7273 | 0.8528 | +| 0.3552 | 8.9028 | 2840 | 0.7295 | 0.6095 | 0.7295 | 0.8541 | +| 0.3552 | 8.9091 | 2842 | 0.7327 | 0.6095 | 0.7327 | 0.8560 | +| 0.3552 | 8.9154 | 2844 | 0.7346 | 0.6095 | 0.7346 | 0.8571 | +| 0.3552 | 8.9216 | 2846 | 0.7350 | 0.6095 | 0.7350 | 0.8573 | +| 0.3552 | 8.9279 | 2848 | 0.7356 | 0.6095 | 0.7356 | 0.8577 | +| 0.3552 | 8.9342 | 2850 | 0.7372 | 0.6095 | 0.7372 | 0.8586 | +| 0.3552 | 8.9404 | 2852 | 0.7359 | 0.6095 | 0.7359 | 0.8578 | +| 0.3552 | 8.9467 | 2854 | 0.7326 | 0.6095 | 0.7326 | 0.8559 | +| 0.3552 | 8.9530 | 2856 | 0.7290 | 0.6095 | 0.7290 | 0.8538 | +| 0.3552 | 8.9592 | 2858 | 0.7251 | 0.6095 | 0.7251 | 0.8515 | +| 0.3552 | 8.9655 | 2860 | 0.7220 | 0.6095 | 0.7220 | 0.8497 | +| 0.3552 | 8.9718 | 2862 | 0.7201 | 0.6095 | 0.7201 | 0.8486 | +| 0.3552 | 8.9781 | 2864 | 0.7205 | 0.6095 | 0.7205 | 0.8488 | +| 0.3552 | 8.9843 | 2866 | 0.7219 | 0.6095 | 0.7219 | 0.8496 | +| 0.3552 | 8.9906 | 2868 | 0.7251 | 0.6095 | 0.7251 | 0.8515 | +| 0.3552 | 8.9969 | 2870 | 0.7276 | 0.6095 | 0.7276 | 0.8530 | +| 0.3552 | 9.0031 | 2872 | 0.7278 | 0.6095 | 0.7278 | 0.8531 | +| 0.3552 | 9.0094 | 2874 | 0.7281 | 0.6095 | 0.7281 | 0.8533 | +| 0.3552 | 9.0157 | 2876 | 0.7294 | 0.6095 | 0.7294 | 0.8540 | +| 0.3552 | 9.0219 | 2878 | 0.7300 | 0.6095 | 0.7300 | 0.8544 | +| 0.3552 | 9.0282 | 2880 | 0.7293 | 0.6095 | 0.7293 | 0.8540 | +| 0.3552 | 9.0345 | 2882 | 0.7292 | 0.6095 | 0.7292 | 0.8540 | +| 0.3552 | 9.0408 | 2884 | 0.7298 | 0.6095 | 0.7298 | 0.8543 | +| 0.3552 | 9.0470 | 2886 | 0.7305 | 0.6095 | 0.7305 | 0.8547 | +| 0.3552 | 9.0533 | 2888 | 0.7307 | 0.6095 | 0.7307 | 0.8548 | +| 0.3552 | 9.0596 | 2890 | 0.7292 | 0.6095 | 0.7292 | 0.8540 | +| 0.3552 | 9.0658 | 2892 | 0.7284 | 0.6095 | 0.7284 | 0.8535 | +| 0.3552 | 9.0721 | 2894 | 0.7276 | 0.6095 | 0.7276 | 0.8530 | +| 0.3552 | 9.0784 | 2896 | 0.7273 | 0.6095 | 0.7273 | 0.8528 | +| 0.3552 | 9.0846 | 2898 | 0.7267 | 0.6095 | 0.7267 | 0.8525 | +| 0.3552 | 9.0909 | 2900 | 0.7270 | 0.6095 | 0.7270 | 0.8526 | +| 0.3552 | 9.0972 | 2902 | 0.7261 | 0.6095 | 0.7261 | 0.8521 | +| 0.3552 | 9.1034 | 2904 | 0.7239 | 0.6095 | 0.7239 | 0.8508 | +| 0.3552 | 9.1097 | 2906 | 0.7227 | 0.6095 | 0.7227 | 0.8501 | +| 0.3552 | 9.1160 | 2908 | 0.7221 | 0.6095 | 0.7221 | 0.8498 | +| 0.3552 | 9.1223 | 2910 | 0.7231 | 0.6095 | 0.7231 | 0.8503 | +| 0.3552 | 9.1285 | 2912 | 0.7242 | 0.5779 | 0.7242 | 0.8510 | +| 0.3552 | 9.1348 | 2914 | 0.7255 | 0.5779 | 0.7255 | 0.8517 | +| 0.3552 | 9.1411 | 2916 | 0.7272 | 0.5439 | 0.7272 | 0.8528 | +| 0.3552 | 9.1473 | 2918 | 0.7297 | 0.6124 | 0.7297 | 0.8542 | +| 0.3552 | 9.1536 | 2920 | 0.7311 | 0.6124 | 0.7311 | 0.8551 | +| 0.3552 | 9.1599 | 2922 | 0.7326 | 0.6124 | 0.7326 | 0.8559 | +| 0.3552 | 9.1661 | 2924 | 0.7336 | 0.6297 | 0.7336 | 0.8565 | +| 0.3552 | 9.1724 | 2926 | 0.7346 | 0.6297 | 0.7346 | 0.8571 | +| 0.3552 | 9.1787 | 2928 | 0.7345 | 0.6297 | 0.7345 | 0.8570 | +| 0.3552 | 9.1850 | 2930 | 0.7357 | 0.6582 | 0.7357 | 0.8577 | +| 0.3552 | 9.1912 | 2932 | 0.7353 | 0.6582 | 0.7353 | 0.8575 | +| 0.3552 | 9.1975 | 2934 | 0.7344 | 0.6582 | 0.7344 | 0.8570 | +| 0.3552 | 9.2038 | 2936 | 0.7337 | 0.6582 | 0.7337 | 0.8566 | +| 0.3552 | 9.2100 | 2938 | 0.7337 | 0.6582 | 0.7337 | 0.8566 | +| 0.3552 | 9.2163 | 2940 | 0.7336 | 0.6582 | 0.7336 | 0.8565 | +| 0.3552 | 9.2226 | 2942 | 0.7342 | 0.6582 | 0.7342 | 0.8568 | +| 0.3552 | 9.2288 | 2944 | 0.7339 | 0.6582 | 0.7339 | 0.8567 | +| 0.3552 | 9.2351 | 2946 | 0.7353 | 0.6582 | 0.7353 | 0.8575 | +| 0.3552 | 9.2414 | 2948 | 0.7371 | 0.6582 | 0.7371 | 0.8585 | +| 0.3552 | 9.2476 | 2950 | 0.7379 | 0.6582 | 0.7379 | 0.8590 | +| 0.3552 | 9.2539 | 2952 | 0.7381 | 0.6582 | 0.7381 | 0.8591 | +| 0.3552 | 9.2602 | 2954 | 0.7370 | 0.6582 | 0.7370 | 0.8585 | +| 0.3552 | 9.2665 | 2956 | 0.7357 | 0.6582 | 0.7357 | 0.8577 | +| 0.3552 | 9.2727 | 2958 | 0.7340 | 0.6582 | 0.7340 | 0.8568 | +| 0.3552 | 9.2790 | 2960 | 0.7330 | 0.6582 | 0.7330 | 0.8561 | +| 0.3552 | 9.2853 | 2962 | 0.7318 | 0.6124 | 0.7318 | 0.8555 | +| 0.3552 | 9.2915 | 2964 | 0.7309 | 0.6124 | 0.7309 | 0.8549 | +| 0.3552 | 9.2978 | 2966 | 0.7295 | 0.5439 | 0.7295 | 0.8541 | +| 0.3552 | 9.3041 | 2968 | 0.7279 | 0.5439 | 0.7279 | 0.8532 | +| 0.3552 | 9.3103 | 2970 | 0.7269 | 0.5439 | 0.7269 | 0.8526 | +| 0.3552 | 9.3166 | 2972 | 0.7258 | 0.5439 | 0.7258 | 0.8519 | +| 0.3552 | 9.3229 | 2974 | 0.7248 | 0.5439 | 0.7248 | 0.8514 | +| 0.3552 | 9.3292 | 2976 | 0.7245 | 0.5439 | 0.7245 | 0.8512 | +| 0.3552 | 9.3354 | 2978 | 0.7256 | 0.5439 | 0.7256 | 0.8518 | +| 0.3552 | 9.3417 | 2980 | 0.7269 | 0.5439 | 0.7269 | 0.8526 | +| 0.3552 | 9.3480 | 2982 | 0.7288 | 0.5439 | 0.7288 | 0.8537 | +| 0.3552 | 9.3542 | 2984 | 0.7306 | 0.5439 | 0.7306 | 0.8547 | +| 0.3552 | 9.3605 | 2986 | 0.7313 | 0.5439 | 0.7313 | 0.8552 | +| 0.3552 | 9.3668 | 2988 | 0.7323 | 0.5439 | 0.7323 | 0.8558 | +| 0.3552 | 9.3730 | 2990 | 0.7333 | 0.5439 | 0.7333 | 0.8563 | +| 0.3552 | 9.3793 | 2992 | 0.7343 | 0.5617 | 0.7343 | 0.8569 | +| 0.3552 | 9.3856 | 2994 | 0.7346 | 0.5617 | 0.7346 | 0.8571 | +| 0.3552 | 9.3918 | 2996 | 0.7342 | 0.5617 | 0.7342 | 0.8569 | +| 0.3552 | 9.3981 | 2998 | 0.7347 | 0.5617 | 0.7347 | 0.8572 | +| 0.3166 | 9.4044 | 3000 | 0.7357 | 0.5617 | 0.7357 | 0.8577 | +| 0.3166 | 9.4107 | 3002 | 0.7367 | 0.5617 | 0.7367 | 0.8583 | +| 0.3166 | 9.4169 | 3004 | 0.7375 | 0.5617 | 0.7375 | 0.8588 | +| 0.3166 | 9.4232 | 3006 | 0.7387 | 0.5617 | 0.7387 | 0.8595 | +| 0.3166 | 9.4295 | 3008 | 0.7397 | 0.5617 | 0.7397 | 0.8601 | +| 0.3166 | 9.4357 | 3010 | 0.7399 | 0.6297 | 0.7399 | 0.8602 | +| 0.3166 | 9.4420 | 3012 | 0.7396 | 0.6297 | 0.7396 | 0.8600 | +| 0.3166 | 9.4483 | 3014 | 0.7389 | 0.6297 | 0.7389 | 0.8596 | +| 0.3166 | 9.4545 | 3016 | 0.7386 | 0.5617 | 0.7386 | 0.8594 | +| 0.3166 | 9.4608 | 3018 | 0.7380 | 0.5617 | 0.7380 | 0.8591 | +| 0.3166 | 9.4671 | 3020 | 0.7379 | 0.5617 | 0.7379 | 0.8590 | +| 0.3166 | 9.4734 | 3022 | 0.7375 | 0.5617 | 0.7375 | 0.8588 | +| 0.3166 | 9.4796 | 3024 | 0.7375 | 0.5617 | 0.7375 | 0.8588 | +| 0.3166 | 9.4859 | 3026 | 0.7373 | 0.5617 | 0.7373 | 0.8586 | +| 0.3166 | 9.4922 | 3028 | 0.7372 | 0.5617 | 0.7372 | 0.8586 | +| 0.3166 | 9.4984 | 3030 | 0.7380 | 0.5617 | 0.7380 | 0.8591 | +| 0.3166 | 9.5047 | 3032 | 0.7380 | 0.5617 | 0.7380 | 0.8591 | +| 0.3166 | 9.5110 | 3034 | 0.7377 | 0.5617 | 0.7377 | 0.8589 | +| 0.3166 | 9.5172 | 3036 | 0.7365 | 0.5617 | 0.7365 | 0.8582 | +| 0.3166 | 9.5235 | 3038 | 0.7349 | 0.5617 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3070 | 0.7289 | 0.6095 | 0.7289 | 0.8538 | +| 0.3166 | 9.6301 | 3072 | 0.7300 | 0.6714 | 0.7300 | 0.8544 | +| 0.3166 | 9.6364 | 3074 | 0.7303 | 0.6714 | 0.7303 | 0.8546 | +| 0.3166 | 9.6426 | 3076 | 0.7305 | 0.6714 | 0.7305 | 0.8547 | +| 0.3166 | 9.6489 | 3078 | 0.7304 | 0.6875 | 0.7304 | 0.8546 | +| 0.3166 | 9.6552 | 3080 | 0.7303 | 0.6875 | 0.7303 | 0.8546 | +| 0.3166 | 9.6614 | 3082 | 0.7304 | 0.6875 | 0.7304 | 0.8546 | +| 0.3166 | 9.6677 | 3084 | 0.7307 | 0.6875 | 0.7307 | 0.8548 | +| 0.3166 | 9.6740 | 3086 | 0.7310 | 0.6875 | 0.7310 | 0.8550 | +| 0.3166 | 9.6803 | 3088 | 0.7311 | 0.6875 | 0.7311 | 0.8550 | +| 0.3166 | 9.6865 | 3090 | 0.7317 | 0.6875 | 0.7317 | 0.8554 | +| 0.3166 | 9.6928 | 3092 | 0.7322 | 0.6596 | 0.7322 | 0.8557 | +| 0.3166 | 9.6991 | 3094 | 0.7330 | 0.6596 | 0.7330 | 0.8561 | +| 0.3166 | 9.7053 | 3096 | 0.7335 | 0.6596 | 0.7335 | 0.8565 | +| 0.3166 | 9.7116 | 3098 | 0.7339 | 0.6596 | 0.7339 | 0.8567 | +| 0.3166 | 9.7179 | 3100 | 0.7338 | 0.6596 | 0.7338 | 0.8567 | +| 0.3166 | 9.7241 | 3102 | 0.7335 | 0.6596 | 0.7335 | 0.8565 | +| 0.3166 | 9.7304 | 3104 | 0.7335 | 0.6596 | 0.7335 | 0.8565 | +| 0.3166 | 9.7367 | 3106 | 0.7339 | 0.6596 | 0.7339 | 0.8567 | +| 0.3166 | 9.7429 | 3108 | 0.7343 | 0.6596 | 0.7343 | 0.8569 | +| 0.3166 | 9.7492 | 3110 | 0.7350 | 0.6596 | 0.7350 | 0.8573 | +| 0.3166 | 9.7555 | 3112 | 0.7359 | 0.6297 | 0.7359 | 0.8578 | +| 0.3166 | 9.7618 | 3114 | 0.7365 | 0.6297 | 0.7365 | 0.8582 | +| 0.3166 | 9.7680 | 3116 | 0.7366 | 0.6297 | 0.7366 | 0.8583 | +| 0.3166 | 9.7743 | 3118 | 0.7370 | 0.6297 | 0.7370 | 0.8585 | +| 0.3166 | 9.7806 | 3120 | 0.7372 | 0.6297 | 0.7372 | 0.8586 | +| 0.3166 | 9.7868 | 3122 | 0.7374 | 0.6297 | 0.7374 | 0.8587 | +| 0.3166 | 9.7931 | 3124 | 0.7377 | 0.6297 | 0.7377 | 0.8589 | +| 0.3166 | 9.7994 | 3126 | 0.7376 | 0.6297 | 0.7376 | 0.8588 | +| 0.3166 | 9.8056 | 3128 | 0.7377 | 0.6297 | 0.7377 | 0.8589 | +| 0.3166 | 9.8119 | 3130 | 0.7377 | 0.6297 | 0.7377 | 0.8589 | +| 0.3166 | 9.8182 | 3132 | 0.7376 | 0.6297 | 0.7376 | 0.8589 | +| 0.3166 | 9.8245 | 3134 | 0.7374 | 0.6297 | 0.7374 | 0.8587 | +| 0.3166 | 9.8307 | 3136 | 0.7370 | 0.6297 | 0.7370 | 0.8585 | +| 0.3166 | 9.8370 | 3138 | 0.7367 | 0.6297 | 0.7367 | 0.8583 | +| 0.3166 | 9.8433 | 3140 | 0.7365 | 0.6297 | 0.7365 | 0.8582 | +| 0.3166 | 9.8495 | 3142 | 0.7361 | 0.6297 | 0.7361 | 0.8580 | +| 0.3166 | 9.8558 | 3144 | 0.7357 | 0.6596 | 0.7357 | 0.8577 | +| 0.3166 | 9.8621 | 3146 | 0.7352 | 0.6596 | 0.7352 | 0.8574 | +| 0.3166 | 9.8683 | 3148 | 0.7347 | 0.6596 | 0.7347 | 0.8572 | +| 0.3166 | 9.8746 | 3150 | 0.7344 | 0.6596 | 0.7344 | 0.8570 | +| 0.3166 | 9.8809 | 3152 | 0.7342 | 0.6596 | 0.7342 | 0.8568 | +| 0.3166 | 9.8871 | 3154 | 0.7339 | 0.6596 | 0.7339 | 0.8567 | +| 0.3166 | 9.8934 | 3156 | 0.7334 | 0.6596 | 0.7334 | 0.8564 | +| 0.3166 | 9.8997 | 3158 | 0.7330 | 0.6596 | 0.7330 | 0.8561 | +| 0.3166 | 9.9060 | 3160 | 0.7326 | 0.6875 | 0.7326 | 0.8559 | +| 0.3166 | 9.9122 | 3162 | 0.7321 | 0.6875 | 0.7321 | 0.8557 | +| 0.3166 | 9.9185 | 3164 | 0.7318 | 0.6875 | 0.7318 | 0.8555 | +| 0.3166 | 9.9248 | 3166 | 0.7316 | 0.6875 | 0.7316 | 0.8553 | +| 0.3166 | 9.9310 | 3168 | 0.7315 | 0.6875 | 0.7315 | 0.8553 | +| 0.3166 | 9.9373 | 3170 | 0.7315 | 0.6875 | 0.7315 | 0.8553 | +| 0.3166 | 9.9436 | 3172 | 0.7316 | 0.6875 | 0.7316 | 0.8553 | +| 0.3166 | 9.9498 | 3174 | 0.7317 | 0.6875 | 0.7317 | 0.8554 | +| 0.3166 | 9.9561 | 3176 | 0.7316 | 0.6875 | 0.7316 | 0.8554 | +| 0.3166 | 9.9624 | 3178 | 0.7316 | 0.6875 | 0.7316 | 0.8553 | +| 0.3166 | 9.9687 | 3180 | 0.7315 | 0.6875 | 0.7315 | 0.8553 | +| 0.3166 | 9.9749 | 3182 | 0.7315 | 0.6875 | 0.7315 | 0.8553 | +| 0.3166 | 9.9812 | 3184 | 0.7315 | 0.6875 | 0.7315 | 0.8553 | +| 0.3166 | 9.9875 | 3186 | 0.7315 | 0.6875 | 0.7315 | 0.8553 | +| 0.3166 | 9.9937 | 3188 | 0.7315 | 0.6875 | 0.7315 | 0.8553 | +| 0.3166 | 10.0 | 3190 | 0.7315 | 0.6875 | 0.7315 | 0.8553 | + + +### 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, + "id2label": { + "0": "LABEL_0" + }, + "initializer_range": 0.02, + "intermediate_size": 3072, + "label2id": { + "LABEL_0": 0 + }, + "layer_norm_eps": 1e-12, + "max_position_embeddings": 512, + "model_type": "bert", + "num_attention_heads": 12, + "num_hidden_layers": 12, + "pad_token_id": 0, + "position_embedding_type": "absolute", + "problem_type": "regression", + "torch_dtype": "float32", + "transformers_version": "4.44.2", + "type_vocab_size": 2, + "use_cache": true, + "vocab_size": 64000 +} diff --git a/model.safetensors 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