cmgf8gr9_20250710_003919
This model is a fine-tuned version of meta-llama/Llama-3.2-1B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6938
- Model Preparation Time: 0.0041
- Move Accuracy: 0.2026
- Token Accuracy: 0.7352
- Accuracy: 0.2026
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: 0.001
- train_batch_size: 128
- eval_batch_size: 256
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: constant_with_warmup
- lr_scheduler_warmup_ratio: 0.001
- num_epochs: 100
Training results
| Training Loss | Epoch | Step | Validation Loss | Model Preparation Time | Move Accuracy | Token Accuracy | Accuracy |
|---|---|---|---|---|---|---|---|
| No log | 0 | 0 | 11.9474 | 0.0041 | 0.0 | 0.0000 | 0.0 |
| 3.7498 | 0.0098 | 100 | 3.7211 | 0.0041 | 0.0 | 0.2324 | 0.0 |
| 1.7634 | 0.0196 | 200 | 1.7758 | 0.0041 | 0.0011 | 0.3560 | 0.0011 |
| 1.5785 | 0.0295 | 300 | 1.6340 | 0.0041 | 0.0048 | 0.3810 | 0.0048 |
| 1.5832 | 0.0393 | 400 | 1.6291 | 0.0041 | 0.0017 | 0.3765 | 0.0017 |
| 1.5522 | 0.0491 | 500 | 1.5721 | 0.0041 | 0.0026 | 0.3943 | 0.0026 |
| 1.4923 | 0.0589 | 600 | 1.5493 | 0.0041 | 0.0046 | 0.4021 | 0.0046 |
| 1.4782 | 0.0687 | 700 | 1.5339 | 0.0041 | 0.0055 | 0.4109 | 0.0055 |
| 1.5715 | 0.0785 | 800 | 1.5199 | 0.0041 | 0.0059 | 0.4141 | 0.0059 |
| 1.4641 | 0.0884 | 900 | 1.4706 | 0.0041 | 0.0071 | 0.4283 | 0.0071 |
| 1.4983 | 0.0982 | 1000 | 1.4754 | 0.0041 | 0.0062 | 0.4273 | 0.0062 |
| 1.4061 | 0.1080 | 1100 | 1.4424 | 0.0041 | 0.0077 | 0.4376 | 0.0077 |
| 1.4005 | 0.1178 | 1200 | 1.4029 | 0.0041 | 0.0117 | 0.4538 | 0.0117 |
| 1.3868 | 0.1276 | 1300 | 1.4083 | 0.0041 | 0.0086 | 0.4555 | 0.0086 |
| 1.3749 | 0.1374 | 1400 | 1.3714 | 0.0041 | 0.0139 | 0.4660 | 0.0139 |
| 1.3224 | 0.1473 | 1500 | 1.3710 | 0.0041 | 0.0190 | 0.4682 | 0.0190 |
| 1.3754 | 0.1571 | 1600 | 1.3427 | 0.0041 | 0.0173 | 0.4838 | 0.0173 |
| 1.3328 | 0.1669 | 1700 | 1.3374 | 0.0041 | 0.0188 | 0.4847 | 0.0188 |
| 1.334 | 0.1767 | 1800 | 1.3314 | 0.0041 | 0.0237 | 0.4887 | 0.0237 |
| 1.2842 | 0.1865 | 1900 | 1.3171 | 0.0041 | 0.0211 | 0.4937 | 0.0211 |
| 1.2758 | 0.1963 | 2000 | 1.3149 | 0.0041 | 0.0263 | 0.4931 | 0.0263 |
| 1.2991 | 0.2062 | 2100 | 1.3036 | 0.0041 | 0.0246 | 0.4957 | 0.0246 |
| 1.2684 | 0.2160 | 2200 | 1.2939 | 0.0041 | 0.0302 | 0.5044 | 0.0302 |
| 1.333 | 0.2258 | 2300 | 1.2996 | 0.0041 | 0.0241 | 0.5000 | 0.0241 |
| 1.2386 | 0.2356 | 2400 | 1.2836 | 0.0041 | 0.0302 | 0.5066 | 0.0302 |
| 1.2337 | 0.2454 | 2500 | 1.2757 | 0.0041 | 0.0310 | 0.5075 | 0.0310 |
| 1.2785 | 0.2553 | 2600 | 1.2735 | 0.0041 | 0.0333 | 0.5114 | 0.0333 |
| 1.3436 | 0.2651 | 2700 | 1.2618 | 0.0041 | 0.0364 | 0.5160 | 0.0364 |
| 1.2539 | 0.2749 | 2800 | 1.2522 | 0.0041 | 0.0369 | 0.5193 | 0.0369 |
| 1.2663 | 0.2847 | 2900 | 1.2565 | 0.0041 | 0.0371 | 0.5129 | 0.0371 |
| 1.2186 | 0.2945 | 3000 | 1.2478 | 0.0041 | 0.0353 | 0.5190 | 0.0353 |
| 1.2211 | 0.3043 | 3100 | 1.2468 | 0.0041 | 0.0401 | 0.5199 | 0.0401 |
| 1.2372 | 0.3142 | 3200 | 1.2304 | 0.0041 | 0.0442 | 0.5297 | 0.0442 |
| 1.2851 | 0.3240 | 3300 | 1.2379 | 0.0041 | 0.0440 | 0.5275 | 0.0440 |
| 1.1867 | 0.3338 | 3400 | 1.2239 | 0.0041 | 0.0425 | 0.5298 | 0.0425 |
| 1.1665 | 0.3436 | 3500 | 1.2248 | 0.0041 | 0.0460 | 0.5322 | 0.0460 |
| 1.2728 | 0.3534 | 3600 | 1.2265 | 0.0041 | 0.0417 | 0.5316 | 0.0417 |
| 1.2075 | 0.3632 | 3700 | 1.2315 | 0.0041 | 0.0451 | 0.5295 | 0.0451 |
| 1.2652 | 0.3731 | 3800 | 1.2184 | 0.0041 | 0.0431 | 0.5316 | 0.0431 |
| 1.2007 | 0.3829 | 3900 | 1.2064 | 0.0041 | 0.0468 | 0.5403 | 0.0468 |
| 1.2316 | 0.3927 | 4000 | 1.2097 | 0.0041 | 0.0476 | 0.5375 | 0.0476 |
| 1.1956 | 0.4025 | 4100 | 1.2012 | 0.0041 | 0.0494 | 0.5405 | 0.0494 |
| 1.161 | 0.4123 | 4200 | 1.2104 | 0.0041 | 0.0474 | 0.5349 | 0.0474 |
| 1.1887 | 0.4221 | 4300 | 1.2074 | 0.0041 | 0.0418 | 0.5388 | 0.0418 |
| 1.2336 | 0.4320 | 4400 | 1.2041 | 0.0041 | 0.0513 | 0.5388 | 0.0513 |
| 1.1426 | 0.4418 | 4500 | 1.1964 | 0.0041 | 0.0507 | 0.5427 | 0.0507 |
| 1.1556 | 0.4516 | 4600 | 1.1957 | 0.0041 | 0.0491 | 0.5419 | 0.0491 |
| 1.202 | 0.4614 | 4700 | 1.1839 | 0.0041 | 0.0539 | 0.5489 | 0.0539 |
| 1.1405 | 0.4712 | 4800 | 1.1921 | 0.0041 | 0.0497 | 0.5427 | 0.0497 |
| 1.1682 | 0.4811 | 4900 | 1.1899 | 0.0041 | 0.0495 | 0.5448 | 0.0495 |
| 1.2068 | 0.4909 | 5000 | 1.1875 | 0.0041 | 0.0527 | 0.5465 | 0.0527 |
| 1.2361 | 0.5007 | 5100 | 1.1781 | 0.0041 | 0.0512 | 0.5483 | 0.0512 |
| 1.1738 | 0.5105 | 5200 | 1.1893 | 0.0041 | 0.0497 | 0.5436 | 0.0497 |
| 1.2085 | 0.5203 | 5300 | 1.1891 | 0.0041 | 0.0501 | 0.5456 | 0.0501 |
| 1.166 | 0.5301 | 5400 | 1.1870 | 0.0041 | 0.0532 | 0.5445 | 0.0532 |
| 1.1439 | 0.5400 | 5500 | 1.1715 | 0.0041 | 0.0545 | 0.5522 | 0.0545 |
| 1.1688 | 0.5498 | 5600 | 1.1740 | 0.0041 | 0.0561 | 0.5536 | 0.0561 |
| 1.2036 | 0.5596 | 5700 | 1.1763 | 0.0041 | 0.0537 | 0.5490 | 0.0537 |
| 1.2063 | 0.5694 | 5800 | 1.1650 | 0.0041 | 0.0564 | 0.5578 | 0.0564 |
| 1.2221 | 0.5792 | 5900 | 1.1717 | 0.0041 | 0.0574 | 0.5517 | 0.0574 |
| 1.1576 | 0.5890 | 6000 | 1.1671 | 0.0041 | 0.0562 | 0.5535 | 0.0562 |
| 1.1474 | 0.5989 | 6100 | 1.1660 | 0.0041 | 0.0556 | 0.5544 | 0.0556 |
| 1.1713 | 0.6087 | 6200 | 1.1666 | 0.0041 | 0.0539 | 0.5539 | 0.0539 |
| 1.1699 | 0.6185 | 6300 | 1.1647 | 0.0041 | 0.0576 | 0.5564 | 0.0576 |
| 1.1127 | 0.6283 | 6400 | 1.1509 | 0.0041 | 0.0585 | 0.5586 | 0.0585 |
| 1.2043 | 0.6381 | 6500 | 1.1539 | 0.0041 | 0.0620 | 0.5592 | 0.0620 |
| 1.1752 | 0.6479 | 6600 | 1.1527 | 0.0041 | 0.0620 | 0.5593 | 0.0620 |
| 1.1108 | 0.6578 | 6700 | 1.1474 | 0.0041 | 0.0572 | 0.5609 | 0.0572 |
| 1.1585 | 0.6676 | 6800 | 1.1436 | 0.0041 | 0.0625 | 0.5620 | 0.0625 |
| 1.1511 | 0.6774 | 6900 | 1.1479 | 0.0041 | 0.0554 | 0.5607 | 0.0554 |
| 1.1114 | 0.6872 | 7000 | 1.1468 | 0.0041 | 0.0576 | 0.5587 | 0.0576 |
| 1.1608 | 0.6970 | 7100 | 1.1483 | 0.0041 | 0.0606 | 0.5644 | 0.0606 |
| 1.1368 | 0.7069 | 7200 | 1.1469 | 0.0041 | 0.0619 | 0.5631 | 0.0619 |
| 1.1205 | 0.7167 | 7300 | 1.1387 | 0.0041 | 0.0584 | 0.5647 | 0.0584 |
| 1.1663 | 0.7265 | 7400 | 1.1429 | 0.0041 | 0.0602 | 0.5632 | 0.0602 |
| 1.0975 | 0.7363 | 7500 | 1.1362 | 0.0041 | 0.0621 | 0.5647 | 0.0621 |
| 1.179 | 0.7461 | 7600 | 1.1393 | 0.0041 | 0.0638 | 0.5628 | 0.0638 |
| 1.2241 | 0.7559 | 7700 | 1.1343 | 0.0041 | 0.0645 | 0.5673 | 0.0645 |
| 1.1062 | 0.7658 | 7800 | 1.1388 | 0.0041 | 0.0621 | 0.5649 | 0.0621 |
| 1.0956 | 0.7756 | 7900 | 1.1368 | 0.0041 | 0.0614 | 0.5650 | 0.0614 |
| 1.0949 | 0.7854 | 8000 | 1.1346 | 0.0041 | 0.0621 | 0.5656 | 0.0621 |
| 1.1527 | 0.7952 | 8100 | 1.1234 | 0.0041 | 0.0681 | 0.5718 | 0.0681 |
| 1.1506 | 0.8050 | 8200 | 1.1335 | 0.0041 | 0.0623 | 0.5689 | 0.0623 |
| 1.0972 | 0.8148 | 8300 | 1.1248 | 0.0041 | 0.0678 | 0.5695 | 0.0678 |
| 1.1199 | 0.8247 | 8400 | 1.1215 | 0.0041 | 0.0646 | 0.5702 | 0.0646 |
| 1.1063 | 0.8345 | 8500 | 1.1216 | 0.0041 | 0.0648 | 0.5708 | 0.0648 |
| 1.1487 | 0.8443 | 8600 | 1.1258 | 0.0041 | 0.0636 | 0.5670 | 0.0636 |
| 1.1509 | 0.8541 | 8700 | 1.1195 | 0.0041 | 0.0633 | 0.5696 | 0.0633 |
| 1.1765 | 0.8639 | 8800 | 1.1264 | 0.0041 | 0.0644 | 0.5702 | 0.0644 |
| 1.1742 | 0.8737 | 8900 | 1.1228 | 0.0041 | 0.0650 | 0.5697 | 0.0650 |
| 1.1077 | 0.8836 | 9000 | 1.1191 | 0.0041 | 0.0632 | 0.5701 | 0.0632 |
| 1.1444 | 0.8934 | 9100 | 1.1169 | 0.0041 | 0.0674 | 0.5733 | 0.0674 |
| 1.1015 | 0.9032 | 9200 | 1.1211 | 0.0041 | 0.0656 | 0.5711 | 0.0656 |
| 1.1546 | 0.9130 | 9300 | 1.1162 | 0.0041 | 0.0637 | 0.5709 | 0.0637 |
| 1.1501 | 0.9228 | 9400 | 1.1190 | 0.0041 | 0.0690 | 0.5733 | 0.0690 |
| 1.1124 | 0.9327 | 9500 | 1.1080 | 0.0041 | 0.0719 | 0.5762 | 0.0719 |
| 1.0919 | 0.9425 | 9600 | 1.1101 | 0.0041 | 0.0703 | 0.5757 | 0.0703 |
| 1.1343 | 0.9523 | 9700 | 1.1083 | 0.0041 | 0.0700 | 0.5746 | 0.0700 |
| 1.0799 | 0.9621 | 9800 | 1.1167 | 0.0041 | 0.0677 | 0.5732 | 0.0677 |
| 1.1239 | 0.9719 | 9900 | 1.1055 | 0.0041 | 0.0680 | 0.5740 | 0.0680 |
| 1.1127 | 0.9817 | 10000 | 1.1167 | 0.0041 | 0.0658 | 0.5723 | 0.0658 |
| 1.1008 | 0.9916 | 10100 | 1.1101 | 0.0041 | 0.0678 | 0.5757 | 0.0678 |
| 1.0961 | 1.0014 | 10200 | 1.0985 | 0.0041 | 0.0701 | 0.5811 | 0.0701 |
| 1.1297 | 1.0112 | 10300 | 1.1015 | 0.0041 | 0.0672 | 0.5770 | 0.0672 |
| 1.1265 | 1.0210 | 10400 | 1.0982 | 0.0041 | 0.0686 | 0.5788 | 0.0686 |
| 1.0688 | 1.0308 | 10500 | 1.1054 | 0.0041 | 0.0681 | 0.5752 | 0.0681 |
| 1.1271 | 1.0406 | 10600 | 1.0890 | 0.0041 | 0.0744 | 0.5827 | 0.0744 |
| 1.0866 | 1.0505 | 10700 | 1.0940 | 0.0041 | 0.0743 | 0.5802 | 0.0743 |
| 1.0792 | 1.0603 | 10800 | 1.0926 | 0.0041 | 0.0763 | 0.5833 | 0.0763 |
| 1.0471 | 1.0701 | 10900 | 1.0918 | 0.0041 | 0.0721 | 0.5813 | 0.0721 |
| 1.082 | 1.0799 | 11000 | 1.0899 | 0.0041 | 0.0760 | 0.5817 | 0.0760 |
| 1.0878 | 1.0897 | 11100 | 1.0962 | 0.0041 | 0.0758 | 0.5817 | 0.0758 |
| 1.1336 | 1.0995 | 11200 | 1.0976 | 0.0041 | 0.0693 | 0.5799 | 0.0693 |
| 1.0912 | 1.1094 | 11300 | 1.0854 | 0.0041 | 0.0743 | 0.5835 | 0.0743 |
| 1.1093 | 1.1192 | 11400 | 1.0877 | 0.0041 | 0.0736 | 0.5816 | 0.0736 |
| 1.0585 | 1.1290 | 11500 | 1.1081 | 0.0041 | 0.0619 | 0.5769 | 0.0619 |
| 1.0696 | 1.1388 | 11600 | 1.0804 | 0.0041 | 0.0752 | 0.5842 | 0.0752 |
| 1.1685 | 1.1486 | 11700 | 1.0813 | 0.0041 | 0.0740 | 0.5836 | 0.0740 |
| 1.0724 | 1.1585 | 11800 | 1.0869 | 0.0041 | 0.0748 | 0.5847 | 0.0748 |
| 1.0795 | 1.1683 | 11900 | 1.0816 | 0.0041 | 0.0753 | 0.5844 | 0.0753 |
| 1.0644 | 1.1781 | 12000 | 1.0718 | 0.0041 | 0.0795 | 0.5895 | 0.0795 |
| 1.0881 | 1.1879 | 12100 | 1.0790 | 0.0041 | 0.0688 | 0.5826 | 0.0688 |
| 1.0357 | 1.1977 | 12200 | 1.0761 | 0.0041 | 0.0768 | 0.5852 | 0.0768 |
| 1.0253 | 1.2075 | 12300 | 1.0712 | 0.0041 | 0.0772 | 0.5884 | 0.0772 |
| 1.0415 | 1.2174 | 12400 | 1.0723 | 0.0041 | 0.0760 | 0.5872 | 0.0760 |
| 1.0957 | 1.2272 | 12500 | 1.0779 | 0.0041 | 0.0710 | 0.5844 | 0.0710 |
| 1.0079 | 1.2370 | 12600 | 1.0756 | 0.0041 | 0.0748 | 0.5856 | 0.0748 |
| 1.0349 | 1.2468 | 12700 | 1.0761 | 0.0041 | 0.0726 | 0.5871 | 0.0726 |
| 1.0558 | 1.2566 | 12800 | 1.0624 | 0.0041 | 0.0809 | 0.5886 | 0.0809 |
| 1.0841 | 1.2664 | 12900 | 1.0760 | 0.0041 | 0.0791 | 0.5873 | 0.0791 |
| 1.0841 | 1.2763 | 13000 | 1.0582 | 0.0041 | 0.0841 | 0.5936 | 0.0841 |
| 1.0755 | 1.2861 | 13100 | 1.0759 | 0.0041 | 0.0701 | 0.5841 | 0.0701 |
| 1.0817 | 1.2959 | 13200 | 1.0689 | 0.0041 | 0.0795 | 0.5905 | 0.0795 |
| 1.1182 | 1.3057 | 13300 | 1.0754 | 0.0041 | 0.0781 | 0.5865 | 0.0781 |
| 1.0938 | 1.3155 | 13400 | 1.0799 | 0.0041 | 0.0734 | 0.5848 | 0.0734 |
| 1.0104 | 1.3253 | 13500 | 1.0569 | 0.0041 | 0.0757 | 0.5922 | 0.0757 |
| 1.0751 | 1.3352 | 13600 | 1.0691 | 0.0041 | 0.0774 | 0.5902 | 0.0774 |
| 1.0401 | 1.3450 | 13700 | 1.0657 | 0.0041 | 0.0762 | 0.5875 | 0.0762 |
| 1.0583 | 1.3548 | 13800 | 1.0597 | 0.0041 | 0.0842 | 0.5924 | 0.0842 |
| 1.015 | 1.3646 | 13900 | 1.0701 | 0.0041 | 0.0752 | 0.5883 | 0.0752 |
| 1.0592 | 1.3744 | 14000 | 1.0631 | 0.0041 | 0.0765 | 0.5906 | 0.0765 |
| 1.0632 | 1.3843 | 14100 | 1.0788 | 0.0041 | 0.0743 | 0.5833 | 0.0743 |
| 1.04 | 1.3941 | 14200 | 1.0717 | 0.0041 | 0.0757 | 0.5874 | 0.0757 |
| 1.028 | 1.4039 | 14300 | 1.0658 | 0.0041 | 0.0754 | 0.5873 | 0.0754 |
| 1.0379 | 1.4137 | 14400 | 1.0584 | 0.0041 | 0.0765 | 0.5921 | 0.0765 |
| 1.0272 | 1.4235 | 14500 | 1.0630 | 0.0041 | 0.0763 | 0.5906 | 0.0763 |
| 1.0784 | 1.4333 | 14600 | 1.0581 | 0.0041 | 0.0803 | 0.5915 | 0.0803 |
| 1.0543 | 1.4432 | 14700 | 1.0530 | 0.0041 | 0.0778 | 0.5940 | 0.0778 |
| 1.0675 | 1.4530 | 14800 | 1.0581 | 0.0041 | 0.0762 | 0.5924 | 0.0762 |
| 1.0632 | 1.4628 | 14900 | 1.0559 | 0.0041 | 0.0839 | 0.5948 | 0.0839 |
| 1.0137 | 1.4726 | 15000 | 1.0506 | 0.0041 | 0.0781 | 0.5940 | 0.0781 |
| 1.0533 | 1.4824 | 15100 | 1.0642 | 0.0041 | 0.0754 | 0.5906 | 0.0754 |
| 1.1393 | 1.4922 | 15200 | 1.0485 | 0.0041 | 0.0831 | 0.5963 | 0.0831 |
| 1.0139 | 1.5021 | 15300 | 1.0523 | 0.0041 | 0.0783 | 0.5927 | 0.0783 |
| 1.0296 | 1.5119 | 15400 | 1.0417 | 0.0041 | 0.0770 | 0.5975 | 0.0770 |
| 1.0947 | 1.5217 | 15500 | 1.0440 | 0.0041 | 0.0833 | 0.5970 | 0.0833 |
| 0.9787 | 1.5315 | 15600 | 1.0467 | 0.0041 | 0.0807 | 0.5961 | 0.0807 |
| 1.0705 | 1.5413 | 15700 | 1.0468 | 0.0041 | 0.0801 | 0.5961 | 0.0801 |
| 1.0846 | 1.5511 | 15800 | 1.0415 | 0.0041 | 0.0803 | 0.5989 | 0.0803 |
| 1.0152 | 1.5610 | 15900 | 1.0379 | 0.0041 | 0.0846 | 0.6002 | 0.0846 |
| 1.0582 | 1.5708 | 16000 | 1.0491 | 0.0041 | 0.0816 | 0.5949 | 0.0816 |
| 1.039 | 1.5806 | 16100 | 1.0368 | 0.0041 | 0.0784 | 0.5990 | 0.0784 |
| 1.0267 | 1.5904 | 16200 | 1.0366 | 0.0041 | 0.0804 | 0.6017 | 0.0804 |
| 0.979 | 1.6002 | 16300 | 1.0368 | 0.0041 | 0.0842 | 0.6033 | 0.0842 |
| 1.0666 | 1.6101 | 16400 | 1.0478 | 0.0041 | 0.0809 | 0.5974 | 0.0809 |
| 1.0173 | 1.6199 | 16500 | 1.0419 | 0.0041 | 0.0788 | 0.5986 | 0.0788 |
| 1.0283 | 1.6297 | 16600 | 1.0388 | 0.0041 | 0.0827 | 0.5981 | 0.0827 |
| 0.9976 | 1.6395 | 16700 | 1.0356 | 0.0041 | 0.0837 | 0.6026 | 0.0837 |
| 1.0438 | 1.6493 | 16800 | 1.0397 | 0.0041 | 0.0861 | 0.6006 | 0.0861 |
| 1.0291 | 1.6591 | 16900 | 1.0383 | 0.0041 | 0.0826 | 0.6000 | 0.0826 |
| 1.0017 | 1.6690 | 17000 | 1.0347 | 0.0041 | 0.0816 | 0.6001 | 0.0816 |
| 0.9935 | 1.6788 | 17100 | 1.0388 | 0.0041 | 0.0819 | 0.5996 | 0.0819 |
| 0.9958 | 1.6886 | 17200 | 1.0267 | 0.0041 | 0.0840 | 0.6042 | 0.0840 |
| 1.0478 | 1.6984 | 17300 | 1.0339 | 0.0041 | 0.0842 | 0.6021 | 0.0842 |
| 0.9929 | 1.7082 | 17400 | 1.0379 | 0.0041 | 0.0783 | 0.6011 | 0.0783 |
| 0.9896 | 1.7180 | 17500 | 1.0264 | 0.0041 | 0.0871 | 0.6050 | 0.0871 |
| 1.034 | 1.7279 | 17600 | 1.0257 | 0.0041 | 0.0818 | 0.6039 | 0.0818 |
| 0.9947 | 1.7377 | 17700 | 1.0229 | 0.0041 | 0.0911 | 0.6086 | 0.0911 |
| 1.0201 | 1.7475 | 17800 | 1.0190 | 0.0041 | 0.0866 | 0.6070 | 0.0866 |
| 1.0479 | 1.7573 | 17900 | 1.0243 | 0.0041 | 0.0829 | 0.6051 | 0.0829 |
| 1.0238 | 1.7671 | 18000 | 1.0324 | 0.0041 | 0.0810 | 0.6023 | 0.0810 |
| 1.0861 | 1.7769 | 18100 | 1.0222 | 0.0041 | 0.0898 | 0.6071 | 0.0898 |
| 1.0529 | 1.7868 | 18200 | 1.0237 | 0.0041 | 0.0904 | 0.6071 | 0.0904 |
| 1.0201 | 1.7966 | 18300 | 1.0202 | 0.0041 | 0.0820 | 0.6068 | 0.0820 |
| 1.0345 | 1.8064 | 18400 | 1.0279 | 0.0041 | 0.0811 | 0.6061 | 0.0811 |
| 1.0344 | 1.8162 | 18500 | 1.0248 | 0.0041 | 0.0869 | 0.6041 | 0.0869 |
| 0.9917 | 1.8260 | 18600 | 1.0288 | 0.0041 | 0.0847 | 0.6029 | 0.0847 |
| 1.014 | 1.8359 | 18700 | 1.0204 | 0.0041 | 0.0853 | 0.6053 | 0.0853 |
| 1.0043 | 1.8457 | 18800 | 1.0228 | 0.0041 | 0.0895 | 0.6073 | 0.0895 |
| 1.0135 | 1.8555 | 18900 | 1.0104 | 0.0041 | 0.0821 | 0.6068 | 0.0821 |
| 1.0424 | 1.8653 | 19000 | 1.0105 | 0.0041 | 0.0905 | 0.6115 | 0.0905 |
| 1.0023 | 1.8751 | 19100 | 1.0189 | 0.0041 | 0.0850 | 0.6054 | 0.0850 |
| 1.0173 | 1.8849 | 19200 | 1.0223 | 0.0041 | 0.0819 | 0.6071 | 0.0819 |
| 1.0675 | 1.8948 | 19300 | 1.0156 | 0.0041 | 0.0870 | 0.6082 | 0.0870 |
| 1.0536 | 1.9046 | 19400 | 1.0180 | 0.0041 | 0.0868 | 0.6095 | 0.0868 |
| 1.0121 | 1.9144 | 19500 | 1.0203 | 0.0041 | 0.0869 | 0.6065 | 0.0869 |
| 1.0323 | 1.9242 | 19600 | 1.0255 | 0.0041 | 0.0799 | 0.6037 | 0.0799 |
| 1.0651 | 1.9340 | 19700 | 1.0141 | 0.0041 | 0.0882 | 0.6109 | 0.0882 |
| 1.0813 | 1.9438 | 19800 | 1.0134 | 0.0041 | 0.0839 | 0.6094 | 0.0839 |
| 0.9522 | 1.9537 | 19900 | 1.0119 | 0.0041 | 0.0897 | 0.6116 | 0.0897 |
| 0.988 | 1.9635 | 20000 | 1.0106 | 0.0041 | 0.0882 | 0.6111 | 0.0882 |
| 1.0463 | 1.9733 | 20100 | 1.0181 | 0.0041 | 0.0877 | 0.6080 | 0.0877 |
| 1.0258 | 1.9831 | 20200 | 1.0107 | 0.0041 | 0.0896 | 0.6083 | 0.0896 |
| 0.9909 | 1.9929 | 20300 | 1.0182 | 0.0041 | 0.0939 | 0.6088 | 0.0939 |
| 0.9625 | 2.0027 | 20400 | 0.9993 | 0.0041 | 0.0925 | 0.6150 | 0.0925 |
| 0.9421 | 2.0126 | 20500 | 0.9988 | 0.0041 | 0.0923 | 0.6141 | 0.0923 |
| 1.0555 | 2.0224 | 20600 | 1.0107 | 0.0041 | 0.0904 | 0.6103 | 0.0904 |
| 0.95 | 2.0322 | 20700 | 0.9985 | 0.0041 | 0.0873 | 0.6142 | 0.0873 |
| 0.9426 | 2.0420 | 20800 | 1.0019 | 0.0041 | 0.0870 | 0.6127 | 0.0870 |
| 0.9775 | 2.0518 | 20900 | 0.9924 | 0.0041 | 0.0942 | 0.6196 | 0.0942 |
| 0.9568 | 2.0617 | 21000 | 1.0084 | 0.0041 | 0.0879 | 0.6113 | 0.0879 |
| 1.0639 | 2.0715 | 21100 | 1.0067 | 0.0041 | 0.0906 | 0.6140 | 0.0906 |
| 1.0016 | 2.0813 | 21200 | 0.9976 | 0.0041 | 0.0910 | 0.6153 | 0.0910 |
| 1.0343 | 2.0911 | 21300 | 1.0103 | 0.0041 | 0.0891 | 0.6103 | 0.0891 |
| 1.0055 | 2.1009 | 21400 | 1.0194 | 0.0041 | 0.0895 | 0.6085 | 0.0895 |
| 0.9749 | 2.1107 | 21500 | 0.9999 | 0.0041 | 0.0949 | 0.6142 | 0.0949 |
| 0.9219 | 2.1206 | 21600 | 0.9910 | 0.0041 | 0.0942 | 0.6188 | 0.0942 |
| 1.0238 | 2.1304 | 21700 | 1.0146 | 0.0041 | 0.0814 | 0.6081 | 0.0814 |
| 0.9671 | 2.1402 | 21800 | 1.0205 | 0.0041 | 0.0853 | 0.6066 | 0.0853 |
| 0.9779 | 2.1500 | 21900 | 1.0021 | 0.0041 | 0.0866 | 0.6139 | 0.0866 |
| 0.9842 | 2.1598 | 22000 | 0.9948 | 0.0041 | 0.0946 | 0.6205 | 0.0946 |
| 0.9606 | 2.1696 | 22100 | 0.9837 | 0.0041 | 0.0923 | 0.6230 | 0.0923 |
| 0.9291 | 2.1795 | 22200 | 1.0061 | 0.0041 | 0.0890 | 0.6135 | 0.0890 |
| 0.9836 | 2.1893 | 22300 | 0.9953 | 0.0041 | 0.0920 | 0.6164 | 0.0920 |
| 1.0346 | 2.1991 | 22400 | 0.9974 | 0.0041 | 0.0915 | 0.6149 | 0.0915 |
| 0.9963 | 2.2089 | 22500 | 1.0047 | 0.0041 | 0.0885 | 0.6113 | 0.0885 |
| 0.9915 | 2.2187 | 22600 | 0.9960 | 0.0041 | 0.0934 | 0.6191 | 0.0934 |
| 0.967 | 2.2285 | 22700 | 0.9889 | 0.0041 | 0.0937 | 0.6195 | 0.0937 |
| 1.0405 | 2.2384 | 22800 | 1.0018 | 0.0041 | 0.0918 | 0.6130 | 0.0918 |
| 0.9746 | 2.2482 | 22900 | 0.9918 | 0.0041 | 0.0891 | 0.6177 | 0.0891 |
| 0.959 | 2.2580 | 23000 | 0.9870 | 0.0041 | 0.0920 | 0.6197 | 0.0920 |
| 1.0238 | 2.2678 | 23100 | 0.9963 | 0.0041 | 0.0921 | 0.6155 | 0.0921 |
| 1.0196 | 2.2776 | 23200 | 0.9948 | 0.0041 | 0.0899 | 0.6147 | 0.0899 |
| 0.9484 | 2.2875 | 23300 | 0.9826 | 0.0041 | 0.0957 | 0.6208 | 0.0957 |
| 0.9624 | 2.2973 | 23400 | 0.9870 | 0.0041 | 0.0888 | 0.6206 | 0.0888 |
| 1.0166 | 2.3071 | 23500 | 1.0001 | 0.0041 | 0.0875 | 0.6135 | 0.0875 |
| 0.9981 | 2.3169 | 23600 | 0.9820 | 0.0041 | 0.0953 | 0.6209 | 0.0953 |
| 0.9747 | 2.3267 | 23700 | 1.0068 | 0.0041 | 0.0881 | 0.6129 | 0.0881 |
| 1.0361 | 2.3365 | 23800 | 0.9960 | 0.0041 | 0.0850 | 0.6165 | 0.0850 |
| 0.9517 | 2.3464 | 23900 | 0.9889 | 0.0041 | 0.0942 | 0.6211 | 0.0942 |
| 1.0149 | 2.3562 | 24000 | 0.9852 | 0.0041 | 0.0892 | 0.6171 | 0.0892 |
| 0.9684 | 2.3660 | 24100 | 0.9893 | 0.0041 | 0.0932 | 0.6172 | 0.0932 |
| 1.0253 | 2.3758 | 24200 | 0.9877 | 0.0041 | 0.0953 | 0.6209 | 0.0953 |
| 0.9881 | 2.3856 | 24300 | 0.9908 | 0.0041 | 0.0915 | 0.6183 | 0.0915 |
| 1.0265 | 2.3954 | 24400 | 0.9798 | 0.0041 | 0.0945 | 0.6232 | 0.0945 |
| 1.0122 | 2.4053 | 24500 | 0.9751 | 0.0041 | 0.0857 | 0.6230 | 0.0857 |
| 0.9663 | 2.4151 | 24600 | 0.9777 | 0.0041 | 0.0941 | 0.6229 | 0.0941 |
| 0.9605 | 2.4249 | 24700 | 0.9809 | 0.0041 | 0.0975 | 0.6225 | 0.0975 |
| 0.9863 | 2.4347 | 24800 | 0.9766 | 0.0041 | 0.0966 | 0.6231 | 0.0966 |
| 0.9479 | 2.4445 | 24900 | 0.9846 | 0.0041 | 0.0961 | 0.6220 | 0.0961 |
| 0.9375 | 2.4543 | 25000 | 0.9854 | 0.0041 | 0.0888 | 0.6181 | 0.0888 |
| 0.9488 | 2.4642 | 25100 | 0.9942 | 0.0041 | 0.0888 | 0.6168 | 0.0888 |
| 0.9609 | 2.4740 | 25200 | 0.9803 | 0.0041 | 0.0977 | 0.6229 | 0.0977 |
| 1.0207 | 2.4838 | 25300 | 0.9949 | 0.0041 | 0.0900 | 0.6181 | 0.0900 |
| 0.9383 | 2.4936 | 25400 | 0.9830 | 0.0041 | 0.0911 | 0.6193 | 0.0911 |
| 0.9972 | 2.5034 | 25500 | 0.9899 | 0.0041 | 0.0922 | 0.6177 | 0.0922 |
| 0.9454 | 2.5133 | 25600 | 0.9837 | 0.0041 | 0.0958 | 0.6219 | 0.0958 |
| 0.9359 | 2.5231 | 25700 | 0.9821 | 0.0041 | 0.0979 | 0.6234 | 0.0979 |
| 1.021 | 2.5329 | 25800 | 0.9769 | 0.0041 | 0.0944 | 0.6249 | 0.0944 |
| 0.9903 | 2.5427 | 25900 | 0.9856 | 0.0041 | 0.0944 | 0.6212 | 0.0944 |
| 0.9521 | 2.5525 | 26000 | 0.9671 | 0.0041 | 0.0986 | 0.6261 | 0.0986 |
| 0.9428 | 2.5623 | 26100 | 0.9667 | 0.0041 | 0.0971 | 0.6287 | 0.0971 |
| 0.9851 | 2.5722 | 26200 | 0.9761 | 0.0041 | 0.1027 | 0.6260 | 0.1027 |
| 0.9967 | 2.5820 | 26300 | 0.9869 | 0.0041 | 0.0896 | 0.6214 | 0.0896 |
| 1.0048 | 2.5918 | 26400 | 0.9698 | 0.0041 | 0.0975 | 0.6278 | 0.0975 |
| 0.9745 | 2.6016 | 26500 | 0.9801 | 0.0041 | 0.0921 | 0.6226 | 0.0921 |
| 0.9543 | 2.6114 | 26600 | 0.9721 | 0.0041 | 0.0976 | 0.6233 | 0.0976 |
| 0.9881 | 2.6212 | 26700 | 0.9672 | 0.0041 | 0.0964 | 0.6276 | 0.0964 |
| 0.937 | 2.6311 | 26800 | 0.9820 | 0.0041 | 0.0953 | 0.6211 | 0.0953 |
| 0.9504 | 2.6409 | 26900 | 0.9757 | 0.0041 | 0.0946 | 0.6255 | 0.0946 |
| 0.9717 | 2.6507 | 27000 | 0.9677 | 0.0041 | 0.0959 | 0.6265 | 0.0959 |
| 0.9375 | 2.6605 | 27100 | 0.9655 | 0.0041 | 0.1001 | 0.6292 | 0.1001 |
| 1.0195 | 2.6703 | 27200 | 0.9780 | 0.0041 | 0.0984 | 0.6247 | 0.0984 |
| 0.984 | 2.6801 | 27300 | 0.9663 | 0.0041 | 0.1000 | 0.6283 | 0.1000 |
| 0.9628 | 2.6900 | 27400 | 0.9781 | 0.0041 | 0.1008 | 0.6283 | 0.1008 |
| 0.9873 | 2.6998 | 27500 | 0.9607 | 0.0041 | 0.0989 | 0.6322 | 0.0989 |
| 1.0195 | 2.7096 | 27600 | 0.9616 | 0.0041 | 0.0984 | 0.6294 | 0.0984 |
| 0.9549 | 2.7194 | 27700 | 0.9616 | 0.0041 | 0.0982 | 0.6294 | 0.0982 |
| 0.9623 | 2.7292 | 27800 | 0.9636 | 0.0041 | 0.1015 | 0.6290 | 0.1015 |
| 0.9427 | 2.7391 | 27900 | 0.9591 | 0.0041 | 0.0976 | 0.6322 | 0.0976 |
| 1.0141 | 2.7489 | 28000 | 0.9681 | 0.0041 | 0.0973 | 0.6279 | 0.0973 |
| 0.9034 | 2.7587 | 28100 | 0.9693 | 0.0041 | 0.0964 | 0.6271 | 0.0964 |
| 0.957 | 2.7685 | 28200 | 0.9789 | 0.0041 | 0.0890 | 0.6231 | 0.0890 |
| 0.9307 | 2.7783 | 28300 | 0.9685 | 0.0041 | 0.0977 | 0.6274 | 0.0977 |
| 0.9392 | 2.7881 | 28400 | 0.9595 | 0.0041 | 0.0978 | 0.6314 | 0.0978 |
| 0.9533 | 2.7980 | 28500 | 0.9569 | 0.0041 | 0.1026 | 0.6327 | 0.1026 |
| 0.9119 | 2.8078 | 28600 | 0.9581 | 0.0041 | 0.0961 | 0.6312 | 0.0961 |
| 0.9479 | 2.8176 | 28700 | 0.9674 | 0.0041 | 0.0985 | 0.6286 | 0.0985 |
| 0.9465 | 2.8274 | 28800 | 0.9670 | 0.0041 | 0.0942 | 0.6259 | 0.0942 |
| 1.0123 | 2.8372 | 28900 | 0.9627 | 0.0041 | 0.1022 | 0.6310 | 0.1022 |
| 0.9353 | 2.8470 | 29000 | 0.9550 | 0.0041 | 0.1017 | 0.6346 | 0.1017 |
| 0.8854 | 2.8569 | 29100 | 0.9556 | 0.0041 | 0.1002 | 0.6331 | 0.1002 |
| 0.9632 | 2.8667 | 29200 | 0.9631 | 0.0041 | 0.0925 | 0.6291 | 0.0925 |
| 0.9439 | 2.8765 | 29300 | 0.9465 | 0.0041 | 0.1033 | 0.6364 | 0.1033 |
| 0.8998 | 2.8863 | 29400 | 0.9588 | 0.0041 | 0.1004 | 0.6313 | 0.1004 |
| 0.8915 | 2.8961 | 29500 | 0.9727 | 0.0041 | 0.0995 | 0.6287 | 0.0995 |
| 0.9502 | 2.9059 | 29600 | 0.9615 | 0.0041 | 0.1008 | 0.6318 | 0.1008 |
| 0.9782 | 2.9158 | 29700 | 0.9497 | 0.0041 | 0.1051 | 0.6380 | 0.1051 |
| 0.9048 | 2.9256 | 29800 | 0.9653 | 0.0041 | 0.1036 | 0.6302 | 0.1036 |
| 0.9696 | 2.9354 | 29900 | 0.9503 | 0.0041 | 0.0936 | 0.6340 | 0.0936 |
| 0.9858 | 2.9452 | 30000 | 0.9554 | 0.0041 | 0.1039 | 0.6346 | 0.1039 |
| 0.9281 | 2.9550 | 30100 | 0.9495 | 0.0041 | 0.1042 | 0.6349 | 0.1042 |
| 0.9278 | 2.9649 | 30200 | 0.9479 | 0.0041 | 0.1044 | 0.6373 | 0.1044 |
| 0.9534 | 2.9747 | 30300 | 0.9482 | 0.0041 | 0.1015 | 0.6357 | 0.1015 |
| 1.0114 | 2.9845 | 30400 | 0.9536 | 0.0041 | 0.1027 | 0.6346 | 0.1027 |
| 1.0015 | 2.9943 | 30500 | 0.9527 | 0.0041 | 0.1017 | 0.6346 | 0.1017 |
| 1.0258 | 3.0041 | 30600 | 0.9457 | 0.0041 | 0.1015 | 0.6367 | 0.1015 |
| 0.9335 | 3.0139 | 30700 | 0.9388 | 0.0041 | 0.0976 | 0.6385 | 0.0976 |
| 0.9853 | 3.0238 | 30800 | 0.9434 | 0.0041 | 0.1004 | 0.6395 | 0.1004 |
| 0.9621 | 3.0336 | 30900 | 0.9441 | 0.0041 | 0.1066 | 0.6383 | 0.1066 |
| 0.9379 | 3.0434 | 31000 | 0.9447 | 0.0041 | 0.0975 | 0.6376 | 0.0975 |
| 0.9781 | 3.0532 | 31100 | 0.9402 | 0.0041 | 0.0992 | 0.6395 | 0.0992 |
| 0.9304 | 3.0630 | 31200 | 0.9380 | 0.0041 | 0.1045 | 0.6418 | 0.1045 |
| 0.9245 | 3.0728 | 31300 | 0.9366 | 0.0041 | 0.1091 | 0.6419 | 0.1091 |
| 0.9129 | 3.0827 | 31400 | 0.9374 | 0.0041 | 0.0998 | 0.6409 | 0.0998 |
| 0.9326 | 3.0925 | 31500 | 0.9438 | 0.0041 | 0.1015 | 0.6371 | 0.1015 |
| 0.8786 | 3.1023 | 31600 | 0.9396 | 0.0041 | 0.1132 | 0.6418 | 0.1132 |
| 0.9204 | 3.1121 | 31700 | 0.9329 | 0.0041 | 0.1056 | 0.6420 | 0.1056 |
| 0.9318 | 3.1219 | 31800 | 0.9387 | 0.0041 | 0.1029 | 0.6405 | 0.1029 |
| 0.9229 | 3.1317 | 31900 | 0.9428 | 0.0041 | 0.1057 | 0.6396 | 0.1057 |
| 0.9203 | 3.1416 | 32000 | 0.9268 | 0.0041 | 0.1073 | 0.6454 | 0.1073 |
| 0.9132 | 3.1514 | 32100 | 0.9454 | 0.0041 | 0.0978 | 0.6376 | 0.0978 |
| 0.9562 | 3.1612 | 32200 | 0.9427 | 0.0041 | 0.1009 | 0.6387 | 0.1009 |
| 0.9706 | 3.1710 | 32300 | 0.9318 | 0.0041 | 0.1105 | 0.6457 | 0.1105 |
| 1.0046 | 3.1808 | 32400 | 0.9414 | 0.0041 | 0.1027 | 0.6408 | 0.1027 |
| 0.9489 | 3.1907 | 32500 | 0.9366 | 0.0041 | 0.1102 | 0.6439 | 0.1102 |
| 0.9962 | 3.2005 | 32600 | 0.9367 | 0.0041 | 0.0975 | 0.6384 | 0.0975 |
| 0.8834 | 3.2103 | 32700 | 0.9490 | 0.0041 | 0.1008 | 0.6364 | 0.1008 |
| 0.956 | 3.2201 | 32800 | 0.9267 | 0.0041 | 0.1086 | 0.6452 | 0.1086 |
| 0.9536 | 3.2299 | 32900 | 0.9250 | 0.0041 | 0.1067 | 0.6465 | 0.1067 |
| 0.9081 | 3.2397 | 33000 | 0.9363 | 0.0041 | 0.0975 | 0.6383 | 0.0975 |
| 0.908 | 3.2496 | 33100 | 0.9266 | 0.0041 | 0.1073 | 0.6452 | 0.1073 |
| 0.902 | 3.2594 | 33200 | 0.9346 | 0.0041 | 0.1060 | 0.6415 | 0.1060 |
| 0.9307 | 3.2692 | 33300 | 0.9264 | 0.0041 | 0.1070 | 0.6436 | 0.1070 |
| 0.8918 | 3.2790 | 33400 | 0.9355 | 0.0041 | 0.1070 | 0.6414 | 0.1070 |
| 0.93 | 3.2888 | 33500 | 0.9312 | 0.0041 | 0.1059 | 0.6425 | 0.1059 |
| 0.9486 | 3.2986 | 33600 | 0.9154 | 0.0041 | 0.1111 | 0.6498 | 0.1111 |
| 0.9223 | 3.3085 | 33700 | 0.9284 | 0.0041 | 0.1055 | 0.6436 | 0.1055 |
| 0.9545 | 3.3183 | 33800 | 0.9244 | 0.0041 | 0.1081 | 0.6447 | 0.1081 |
| 0.9225 | 3.3281 | 33900 | 0.9329 | 0.0041 | 0.1056 | 0.6435 | 0.1056 |
| 0.9289 | 3.3379 | 34000 | 0.9309 | 0.0041 | 0.1051 | 0.6473 | 0.1051 |
| 0.8819 | 3.3477 | 34100 | 0.9172 | 0.0041 | 0.1122 | 0.6509 | 0.1122 |
| 0.887 | 3.3575 | 34200 | 0.9197 | 0.0041 | 0.1129 | 0.6490 | 0.1129 |
| 0.9308 | 3.3674 | 34300 | 0.9226 | 0.0041 | 0.1081 | 0.6488 | 0.1081 |
| 0.895 | 3.3772 | 34400 | 0.9208 | 0.0041 | 0.1086 | 0.6492 | 0.1086 |
| 0.8853 | 3.3870 | 34500 | 0.9309 | 0.0041 | 0.1052 | 0.6427 | 0.1052 |
| 0.8841 | 3.3968 | 34600 | 0.9223 | 0.0041 | 0.1082 | 0.6474 | 0.1082 |
| 0.8754 | 3.4066 | 34700 | 0.9220 | 0.0041 | 0.1067 | 0.6482 | 0.1067 |
| 0.9017 | 3.4165 | 34800 | 0.9182 | 0.0041 | 0.1092 | 0.6486 | 0.1092 |
| 0.933 | 3.4263 | 34900 | 0.9144 | 0.0041 | 0.1116 | 0.6499 | 0.1116 |
| 0.9599 | 3.4361 | 35000 | 0.9313 | 0.0041 | 0.1058 | 0.6428 | 0.1058 |
| 0.9473 | 3.4459 | 35100 | 0.9325 | 0.0041 | 0.1031 | 0.6423 | 0.1031 |
| 0.9074 | 3.4557 | 35200 | 0.9144 | 0.0041 | 0.1086 | 0.6514 | 0.1086 |
| 0.8469 | 3.4655 | 35300 | 0.9158 | 0.0041 | 0.1164 | 0.6522 | 0.1164 |
| 0.9276 | 3.4754 | 35400 | 0.9274 | 0.0041 | 0.1076 | 0.6461 | 0.1076 |
| 0.8879 | 3.4852 | 35500 | 0.9110 | 0.0041 | 0.1084 | 0.6522 | 0.1084 |
| 0.9277 | 3.4950 | 35600 | 0.9301 | 0.0041 | 0.1056 | 0.6460 | 0.1056 |
| 0.9069 | 3.5048 | 35700 | 0.9164 | 0.0041 | 0.1111 | 0.6495 | 0.1111 |
| 0.8999 | 3.5146 | 35800 | 0.9162 | 0.0041 | 0.1098 | 0.6502 | 0.1098 |
| 0.897 | 3.5244 | 35900 | 0.9013 | 0.0041 | 0.1156 | 0.6556 | 0.1156 |
| 0.9134 | 3.5343 | 36000 | 0.9142 | 0.0041 | 0.1093 | 0.6481 | 0.1093 |
| 0.8734 | 3.5441 | 36100 | 0.9031 | 0.0041 | 0.1113 | 0.6550 | 0.1113 |
| 0.948 | 3.5539 | 36200 | 0.9064 | 0.0041 | 0.1058 | 0.6529 | 0.1058 |
| 0.9028 | 3.5637 | 36300 | 0.9174 | 0.0041 | 0.1080 | 0.6495 | 0.1080 |
| 0.8812 | 3.5735 | 36400 | 0.9131 | 0.0041 | 0.1097 | 0.6517 | 0.1097 |
| 0.8778 | 3.5833 | 36500 | 0.9063 | 0.0041 | 0.1093 | 0.6515 | 0.1093 |
| 0.961 | 3.5932 | 36600 | 0.9174 | 0.0041 | 0.1093 | 0.6520 | 0.1093 |
| 0.8603 | 3.6030 | 36700 | 0.9117 | 0.0041 | 0.1138 | 0.6535 | 0.1138 |
| 0.9387 | 3.6128 | 36800 | 0.9071 | 0.0041 | 0.1138 | 0.6551 | 0.1138 |
| 0.8822 | 3.6226 | 36900 | 0.8988 | 0.0041 | 0.1140 | 0.6574 | 0.1140 |
| 0.8796 | 3.6324 | 37000 | 0.9060 | 0.0041 | 0.1111 | 0.6550 | 0.1111 |
| 0.9377 | 3.6423 | 37100 | 0.9089 | 0.0041 | 0.1101 | 0.6558 | 0.1101 |
| 0.8635 | 3.6521 | 37200 | 0.9037 | 0.0041 | 0.1181 | 0.6551 | 0.1181 |
| 0.9003 | 3.6619 | 37300 | 0.8976 | 0.0041 | 0.1209 | 0.6603 | 0.1209 |
| 0.9572 | 3.6717 | 37400 | 0.8974 | 0.0041 | 0.1136 | 0.6580 | 0.1136 |
| 0.8901 | 3.6815 | 37500 | 0.8887 | 0.0041 | 0.1188 | 0.6612 | 0.1188 |
| 0.9125 | 3.6913 | 37600 | 0.8979 | 0.0041 | 0.1158 | 0.6578 | 0.1158 |
| 0.8894 | 3.7012 | 37700 | 0.9022 | 0.0041 | 0.1106 | 0.6560 | 0.1106 |
| 0.9619 | 3.7110 | 37800 | 0.9024 | 0.0041 | 0.1146 | 0.6561 | 0.1146 |
| 0.8599 | 3.7208 | 37900 | 0.8951 | 0.0041 | 0.1096 | 0.6552 | 0.1096 |
| 0.9157 | 3.7306 | 38000 | 0.9070 | 0.0041 | 0.1143 | 0.6533 | 0.1143 |
| 0.8768 | 3.7404 | 38100 | 0.8914 | 0.0041 | 0.1163 | 0.6588 | 0.1163 |
| 0.8881 | 3.7502 | 38200 | 0.8868 | 0.0041 | 0.1148 | 0.6634 | 0.1148 |
| 0.9184 | 3.7601 | 38300 | 0.8942 | 0.0041 | 0.1167 | 0.6584 | 0.1167 |
| 0.9406 | 3.7699 | 38400 | 0.8924 | 0.0041 | 0.1209 | 0.6614 | 0.1209 |
| 0.8954 | 3.7797 | 38500 | 0.8946 | 0.0041 | 0.1225 | 0.6601 | 0.1225 |
| 0.8989 | 3.7895 | 38600 | 0.8976 | 0.0041 | 0.1165 | 0.6594 | 0.1165 |
| 0.8575 | 3.7993 | 38700 | 0.9116 | 0.0041 | 0.1085 | 0.6550 | 0.1085 |
| 0.8926 | 3.8091 | 38800 | 0.8897 | 0.0041 | 0.1187 | 0.6619 | 0.1187 |
| 0.89 | 3.8190 | 38900 | 0.8910 | 0.0041 | 0.1234 | 0.6613 | 0.1234 |
| 0.88 | 3.8288 | 39000 | 0.8978 | 0.0041 | 0.1173 | 0.6557 | 0.1173 |
| 0.9209 | 3.8386 | 39100 | 0.8918 | 0.0041 | 0.1172 | 0.6604 | 0.1172 |
| 0.9065 | 3.8484 | 39200 | 0.8905 | 0.0041 | 0.1117 | 0.6610 | 0.1117 |
| 0.8571 | 3.8582 | 39300 | 0.8754 | 0.0041 | 0.1282 | 0.6676 | 0.1282 |
| 0.8765 | 3.8681 | 39400 | 0.8780 | 0.0041 | 0.1200 | 0.6657 | 0.1200 |
| 0.9145 | 3.8779 | 39500 | 0.8856 | 0.0041 | 0.1243 | 0.6623 | 0.1243 |
| 0.8753 | 3.8877 | 39600 | 0.8873 | 0.0041 | 0.1186 | 0.6631 | 0.1186 |
| 0.9026 | 3.8975 | 39700 | 0.8755 | 0.0041 | 0.1214 | 0.6672 | 0.1214 |
| 0.8662 | 3.9073 | 39800 | 0.8913 | 0.0041 | 0.1168 | 0.6617 | 0.1168 |
| 0.9043 | 3.9171 | 39900 | 0.8796 | 0.0041 | 0.1202 | 0.6631 | 0.1202 |
| 0.9459 | 3.9270 | 40000 | 0.8796 | 0.0041 | 0.1231 | 0.6655 | 0.1231 |
| 0.9055 | 3.9368 | 40100 | 0.8824 | 0.0041 | 0.1229 | 0.6642 | 0.1229 |
| 0.8948 | 3.9466 | 40200 | 0.8845 | 0.0041 | 0.1220 | 0.6638 | 0.1220 |
| 0.8593 | 3.9564 | 40300 | 0.8961 | 0.0041 | 0.1163 | 0.6596 | 0.1163 |
| 0.9181 | 3.9662 | 40400 | 0.8785 | 0.0041 | 0.1262 | 0.6671 | 0.1262 |
| 0.8656 | 3.9760 | 40500 | 0.8811 | 0.0041 | 0.1156 | 0.6625 | 0.1156 |
| 0.8842 | 3.9859 | 40600 | 0.8853 | 0.0041 | 0.1245 | 0.6654 | 0.1245 |
| 0.9347 | 3.9957 | 40700 | 0.8763 | 0.0041 | 0.1249 | 0.6684 | 0.1249 |
| 0.9069 | 4.0055 | 40800 | 0.8771 | 0.0041 | 0.1222 | 0.6661 | 0.1222 |
| 0.8679 | 4.0153 | 40900 | 0.8757 | 0.0041 | 0.1231 | 0.6679 | 0.1231 |
| 0.9396 | 4.0251 | 41000 | 0.8794 | 0.0041 | 0.1291 | 0.6660 | 0.1291 |
| 0.9223 | 4.0349 | 41100 | 0.8738 | 0.0041 | 0.1278 | 0.6708 | 0.1278 |
| 0.7903 | 4.0448 | 41200 | 0.8759 | 0.0041 | 0.1207 | 0.6661 | 0.1207 |
| 0.8335 | 4.0546 | 41300 | 0.8809 | 0.0041 | 0.1179 | 0.6645 | 0.1179 |
| 0.8597 | 4.0644 | 41400 | 0.8691 | 0.0041 | 0.1316 | 0.6723 | 0.1316 |
| 0.8985 | 4.0742 | 41500 | 0.8960 | 0.0041 | 0.1176 | 0.6599 | 0.1176 |
| 0.8584 | 4.0840 | 41600 | 0.8728 | 0.0041 | 0.1266 | 0.6688 | 0.1266 |
| 0.8761 | 4.0939 | 41700 | 0.8593 | 0.0041 | 0.1342 | 0.6733 | 0.1342 |
| 0.8131 | 4.1037 | 41800 | 0.8700 | 0.0041 | 0.1272 | 0.6724 | 0.1272 |
| 0.8894 | 4.1135 | 41900 | 0.8712 | 0.0041 | 0.1228 | 0.6690 | 0.1228 |
| 0.8482 | 4.1233 | 42000 | 0.8585 | 0.0041 | 0.1336 | 0.6745 | 0.1336 |
| 0.7974 | 4.1331 | 42100 | 0.8739 | 0.0041 | 0.1246 | 0.6680 | 0.1246 |
| 0.7746 | 4.1429 | 42200 | 0.8765 | 0.0041 | 0.1256 | 0.6662 | 0.1256 |
| 0.9148 | 4.1528 | 42300 | 0.8667 | 0.0041 | 0.1257 | 0.6712 | 0.1257 |
| 0.881 | 4.1626 | 42400 | 0.8859 | 0.0041 | 0.1206 | 0.6635 | 0.1206 |
| 0.8657 | 4.1724 | 42500 | 0.8732 | 0.0041 | 0.1212 | 0.6694 | 0.1212 |
| 0.889 | 4.1822 | 42600 | 0.8665 | 0.0041 | 0.1279 | 0.6707 | 0.1279 |
| 0.864 | 4.1920 | 42700 | 0.8806 | 0.0041 | 0.1264 | 0.6669 | 0.1264 |
| 0.8157 | 4.2018 | 42800 | 0.8675 | 0.0041 | 0.1347 | 0.6741 | 0.1347 |
| 0.9128 | 4.2117 | 42900 | 0.8665 | 0.0041 | 0.1270 | 0.6713 | 0.1270 |
| 0.8257 | 4.2215 | 43000 | 0.8810 | 0.0041 | 0.1243 | 0.6668 | 0.1243 |
| 0.8137 | 4.2313 | 43100 | 0.8669 | 0.0041 | 0.1250 | 0.6706 | 0.1250 |
| 0.8576 | 4.2411 | 43200 | 0.8680 | 0.0041 | 0.1348 | 0.6728 | 0.1348 |
| 0.8343 | 4.2509 | 43300 | 0.8578 | 0.0041 | 0.1305 | 0.6747 | 0.1305 |
| 0.8612 | 4.2608 | 43400 | 0.8646 | 0.0041 | 0.1225 | 0.6688 | 0.1225 |
| 0.844 | 4.2706 | 43500 | 0.8585 | 0.0041 | 0.1333 | 0.6732 | 0.1333 |
| 0.7883 | 4.2804 | 43600 | 0.8659 | 0.0041 | 0.1231 | 0.6724 | 0.1231 |
| 0.821 | 4.2902 | 43700 | 0.8702 | 0.0041 | 0.1277 | 0.6678 | 0.1277 |
| 0.9081 | 4.3000 | 43800 | 0.8703 | 0.0041 | 0.1300 | 0.6697 | 0.1300 |
| 0.8762 | 4.3098 | 43900 | 0.8643 | 0.0041 | 0.1289 | 0.6725 | 0.1289 |
| 0.833 | 4.3197 | 44000 | 0.8620 | 0.0041 | 0.1260 | 0.6718 | 0.1260 |
| 0.8965 | 4.3295 | 44100 | 0.8607 | 0.0041 | 0.1350 | 0.6727 | 0.1350 |
| 0.739 | 4.3393 | 44200 | 0.8484 | 0.0041 | 0.1334 | 0.6787 | 0.1334 |
| 0.8701 | 4.3491 | 44300 | 0.8595 | 0.0041 | 0.1345 | 0.6755 | 0.1345 |
| 0.8311 | 4.3589 | 44400 | 0.8566 | 0.0041 | 0.1298 | 0.6738 | 0.1298 |
| 0.8152 | 4.3687 | 44500 | 0.8518 | 0.0041 | 0.1334 | 0.6765 | 0.1334 |
| 0.8932 | 4.3786 | 44600 | 0.8616 | 0.0041 | 0.1286 | 0.6728 | 0.1286 |
| 0.8301 | 4.3884 | 44700 | 0.8420 | 0.0041 | 0.1397 | 0.6804 | 0.1397 |
| 0.8815 | 4.3982 | 44800 | 0.8491 | 0.0041 | 0.1351 | 0.6791 | 0.1351 |
| 0.8469 | 4.4080 | 44900 | 0.8633 | 0.0041 | 0.1313 | 0.6727 | 0.1313 |
| 0.8124 | 4.4178 | 45000 | 0.8491 | 0.0041 | 0.1324 | 0.6793 | 0.1324 |
| 0.8288 | 4.4276 | 45100 | 0.8546 | 0.0041 | 0.1274 | 0.6757 | 0.1274 |
| 0.8313 | 4.4375 | 45200 | 0.8826 | 0.0041 | 0.1189 | 0.6654 | 0.1189 |
| 0.8629 | 4.4473 | 45300 | 0.8535 | 0.0041 | 0.1310 | 0.6763 | 0.1310 |
| 0.8827 | 4.4571 | 45400 | 0.8523 | 0.0041 | 0.1332 | 0.6760 | 0.1332 |
| 0.7937 | 4.4669 | 45500 | 0.8514 | 0.0041 | 0.1312 | 0.6759 | 0.1312 |
| 0.8849 | 4.4767 | 45600 | 0.8710 | 0.0041 | 0.1240 | 0.6691 | 0.1240 |
| 0.8841 | 4.4866 | 45700 | 0.8666 | 0.0041 | 0.1294 | 0.6697 | 0.1294 |
| 0.879 | 4.4964 | 45800 | 0.8485 | 0.0041 | 0.1303 | 0.6787 | 0.1303 |
| 0.8737 | 4.5062 | 45900 | 0.8612 | 0.0041 | 0.1241 | 0.6735 | 0.1241 |
| 0.8352 | 4.5160 | 46000 | 0.8456 | 0.0041 | 0.1339 | 0.6785 | 0.1339 |
| 0.8681 | 4.5258 | 46100 | 0.8640 | 0.0041 | 0.1297 | 0.6718 | 0.1297 |
| 0.7928 | 4.5356 | 46200 | 0.8456 | 0.0041 | 0.1405 | 0.6808 | 0.1405 |
| 0.814 | 4.5455 | 46300 | 0.8431 | 0.0041 | 0.1348 | 0.6807 | 0.1348 |
| 0.9151 | 4.5553 | 46400 | 0.8699 | 0.0041 | 0.1224 | 0.6684 | 0.1224 |
| 0.8761 | 4.5651 | 46500 | 0.8652 | 0.0041 | 0.1304 | 0.6731 | 0.1304 |
| 0.8329 | 4.5749 | 46600 | 0.8446 | 0.0041 | 0.1353 | 0.6800 | 0.1353 |
| 0.833 | 4.5847 | 46700 | 0.8542 | 0.0041 | 0.1316 | 0.6761 | 0.1316 |
| 0.8366 | 4.5945 | 46800 | 0.8551 | 0.0041 | 0.1347 | 0.6768 | 0.1347 |
| 0.8248 | 4.6044 | 46900 | 0.8560 | 0.0041 | 0.1329 | 0.6776 | 0.1329 |
| 0.8526 | 4.6142 | 47000 | 0.8458 | 0.0041 | 0.1389 | 0.6793 | 0.1389 |
| 0.8903 | 4.6240 | 47100 | 0.8476 | 0.0041 | 0.1383 | 0.6803 | 0.1383 |
| 0.8236 | 4.6338 | 47200 | 0.8545 | 0.0041 | 0.1359 | 0.6785 | 0.1359 |
| 0.9022 | 4.6436 | 47300 | 0.8577 | 0.0041 | 0.1288 | 0.6750 | 0.1288 |
| 0.7807 | 4.6534 | 47400 | 0.8484 | 0.0041 | 0.1359 | 0.6776 | 0.1359 |
| 0.8826 | 4.6633 | 47500 | 0.8506 | 0.0041 | 0.1381 | 0.6797 | 0.1381 |
| 0.8632 | 4.6731 | 47600 | 0.8396 | 0.0041 | 0.1342 | 0.6819 | 0.1342 |
| 0.8265 | 4.6829 | 47700 | 0.8714 | 0.0041 | 0.1301 | 0.6712 | 0.1301 |
| 0.8034 | 4.6927 | 47800 | 0.8599 | 0.0041 | 0.1339 | 0.6759 | 0.1339 |
| 0.8532 | 4.7025 | 47900 | 0.8448 | 0.0041 | 0.1340 | 0.6799 | 0.1340 |
| 0.9082 | 4.7124 | 48000 | 0.8362 | 0.0041 | 0.1408 | 0.6831 | 0.1408 |
| 0.7834 | 4.7222 | 48100 | 0.8542 | 0.0041 | 0.1365 | 0.6769 | 0.1365 |
| 0.854 | 4.7320 | 48200 | 0.8445 | 0.0041 | 0.1372 | 0.6777 | 0.1372 |
| 0.8633 | 4.7418 | 48300 | 0.8425 | 0.0041 | 0.1349 | 0.6823 | 0.1349 |
| 0.8313 | 4.7516 | 48400 | 0.8566 | 0.0041 | 0.1337 | 0.6757 | 0.1337 |
| 0.8744 | 4.7614 | 48500 | 0.8431 | 0.0041 | 0.1349 | 0.6807 | 0.1349 |
| 0.7931 | 4.7713 | 48600 | 0.8510 | 0.0041 | 0.1325 | 0.6782 | 0.1325 |
| 0.8085 | 4.7811 | 48700 | 0.8450 | 0.0041 | 0.1354 | 0.6823 | 0.1354 |
| 0.8415 | 4.7909 | 48800 | 0.8354 | 0.0041 | 0.1386 | 0.6837 | 0.1386 |
| 0.8267 | 4.8007 | 48900 | 0.8433 | 0.0041 | 0.1361 | 0.6806 | 0.1361 |
| 0.7756 | 4.8105 | 49000 | 0.8437 | 0.0041 | 0.1361 | 0.6805 | 0.1361 |
| 0.843 | 4.8203 | 49100 | 0.8464 | 0.0041 | 0.1363 | 0.6814 | 0.1363 |
| 0.8146 | 4.8302 | 49200 | 0.8354 | 0.0041 | 0.1363 | 0.6834 | 0.1363 |
| 0.8601 | 4.8400 | 49300 | 0.8285 | 0.0041 | 0.1459 | 0.6880 | 0.1459 |
| 0.8505 | 4.8498 | 49400 | 0.8430 | 0.0041 | 0.1368 | 0.6788 | 0.1368 |
| 0.8273 | 4.8596 | 49500 | 0.8460 | 0.0041 | 0.1396 | 0.6801 | 0.1396 |
| 0.7999 | 4.8694 | 49600 | 0.8391 | 0.0041 | 0.1333 | 0.6821 | 0.1333 |
| 0.8737 | 4.8792 | 49700 | 0.8395 | 0.0041 | 0.1314 | 0.6808 | 0.1314 |
| 0.7899 | 4.8891 | 49800 | 0.8388 | 0.0041 | 0.1404 | 0.6818 | 0.1404 |
| 0.83 | 4.8989 | 49900 | 0.8404 | 0.0041 | 0.1355 | 0.6821 | 0.1355 |
| 0.8423 | 4.9087 | 50000 | 0.8304 | 0.0041 | 0.1434 | 0.6859 | 0.1434 |
| 0.8317 | 4.9185 | 50100 | 0.8430 | 0.0041 | 0.1354 | 0.6817 | 0.1354 |
| 0.7994 | 4.9283 | 50200 | 0.8471 | 0.0041 | 0.1405 | 0.6814 | 0.1405 |
| 0.823 | 4.9382 | 50300 | 0.8314 | 0.0041 | 0.1352 | 0.6854 | 0.1352 |
| 0.875 | 4.9480 | 50400 | 0.8461 | 0.0041 | 0.1323 | 0.6819 | 0.1323 |
| 0.8067 | 4.9578 | 50500 | 0.8255 | 0.0041 | 0.1408 | 0.6878 | 0.1408 |
| 0.7873 | 4.9676 | 50600 | 0.8323 | 0.0041 | 0.1423 | 0.6847 | 0.1423 |
| 0.803 | 4.9774 | 50700 | 0.8332 | 0.0041 | 0.1391 | 0.6839 | 0.1391 |
| 0.8023 | 4.9872 | 50800 | 0.8464 | 0.0041 | 0.1372 | 0.6814 | 0.1372 |
| 0.8034 | 4.9971 | 50900 | 0.8338 | 0.0041 | 0.1363 | 0.6845 | 0.1363 |
| 0.7709 | 5.0069 | 51000 | 0.8160 | 0.0041 | 0.1498 | 0.6925 | 0.1498 |
| 0.7771 | 5.0167 | 51100 | 0.8273 | 0.0041 | 0.1473 | 0.6886 | 0.1473 |
| 0.8178 | 5.0265 | 51200 | 0.8382 | 0.0041 | 0.1419 | 0.6851 | 0.1419 |
| 0.8746 | 5.0363 | 51300 | 0.8337 | 0.0041 | 0.1370 | 0.6851 | 0.1370 |
| 0.8571 | 5.0461 | 51400 | 0.8432 | 0.0041 | 0.1383 | 0.6816 | 0.1383 |
| 0.8422 | 5.0560 | 51500 | 0.8363 | 0.0041 | 0.1374 | 0.6831 | 0.1374 |
| 0.8323 | 5.0658 | 51600 | 0.8348 | 0.0041 | 0.1391 | 0.6829 | 0.1391 |
| 0.779 | 5.0756 | 51700 | 0.8268 | 0.0041 | 0.1430 | 0.6859 | 0.1430 |
| 0.8187 | 5.0854 | 51800 | 0.8273 | 0.0041 | 0.1452 | 0.6866 | 0.1452 |
| 0.7949 | 5.0952 | 51900 | 0.8244 | 0.0041 | 0.1404 | 0.6873 | 0.1404 |
| 0.7991 | 5.1050 | 52000 | 0.8359 | 0.0041 | 0.1354 | 0.6817 | 0.1354 |
| 0.8595 | 5.1149 | 52100 | 0.8489 | 0.0041 | 0.1340 | 0.6779 | 0.1340 |
| 0.8191 | 5.1247 | 52200 | 0.8339 | 0.0041 | 0.1399 | 0.6850 | 0.1399 |
| 0.8431 | 5.1345 | 52300 | 0.8394 | 0.0041 | 0.1372 | 0.6829 | 0.1372 |
| 0.9018 | 5.1443 | 52400 | 0.8395 | 0.0041 | 0.1458 | 0.6841 | 0.1458 |
| 0.8153 | 5.1541 | 52500 | 0.8233 | 0.0041 | 0.1497 | 0.6880 | 0.1497 |
| 0.7704 | 5.1640 | 52600 | 0.8131 | 0.0041 | 0.1492 | 0.6928 | 0.1492 |
| 0.8174 | 5.1738 | 52700 | 0.8274 | 0.0041 | 0.1359 | 0.6858 | 0.1359 |
| 0.8383 | 5.1836 | 52800 | 0.8273 | 0.0041 | 0.1446 | 0.6885 | 0.1446 |
| 0.8427 | 5.1934 | 52900 | 0.8355 | 0.0041 | 0.1451 | 0.6833 | 0.1451 |
| 0.8353 | 5.2032 | 53000 | 0.8352 | 0.0041 | 0.1427 | 0.6835 | 0.1427 |
| 0.8571 | 5.2130 | 53100 | 0.8327 | 0.0041 | 0.1366 | 0.6838 | 0.1366 |
| 0.7642 | 5.2229 | 53200 | 0.8246 | 0.0041 | 0.1428 | 0.6880 | 0.1428 |
| 0.8494 | 5.2327 | 53300 | 0.8447 | 0.0041 | 0.1397 | 0.6795 | 0.1397 |
| 0.851 | 5.2425 | 53400 | 0.8371 | 0.0041 | 0.1492 | 0.6848 | 0.1492 |
| 0.8024 | 5.2523 | 53500 | 0.8237 | 0.0041 | 0.1407 | 0.6864 | 0.1407 |
| 0.8782 | 5.2621 | 53600 | 0.8468 | 0.0041 | 0.1383 | 0.6780 | 0.1383 |
| 0.7971 | 5.2719 | 53700 | 0.8311 | 0.0041 | 0.1473 | 0.6868 | 0.1473 |
| 0.9022 | 5.2818 | 53800 | 0.8232 | 0.0041 | 0.1399 | 0.6847 | 0.1399 |
| 0.8337 | 5.2916 | 53900 | 0.8360 | 0.0041 | 0.1475 | 0.6839 | 0.1475 |
| 0.8027 | 5.3014 | 54000 | 0.8182 | 0.0041 | 0.1394 | 0.6885 | 0.1394 |
| 0.8283 | 5.3112 | 54100 | 0.8339 | 0.0041 | 0.1397 | 0.6833 | 0.1397 |
| 0.8694 | 5.3210 | 54200 | 0.8302 | 0.0041 | 0.1446 | 0.6861 | 0.1446 |
| 0.8006 | 5.3308 | 54300 | 0.8245 | 0.0041 | 0.1473 | 0.6893 | 0.1473 |
| 0.8235 | 5.3407 | 54400 | 0.8252 | 0.0041 | 0.1424 | 0.6877 | 0.1424 |
| 0.8261 | 5.3505 | 54500 | 0.8372 | 0.0041 | 0.1448 | 0.6826 | 0.1448 |
| 0.7611 | 5.3603 | 54600 | 0.8247 | 0.0041 | 0.1510 | 0.6880 | 0.1510 |
| 0.811 | 5.3701 | 54700 | 0.8317 | 0.0041 | 0.1469 | 0.6870 | 0.1469 |
| 0.8651 | 5.3799 | 54800 | 0.8372 | 0.0041 | 0.1356 | 0.6831 | 0.1356 |
| 0.8388 | 5.3898 | 54900 | 0.8232 | 0.0041 | 0.1482 | 0.6880 | 0.1482 |
| 0.7684 | 5.3996 | 55000 | 0.8283 | 0.0041 | 0.1427 | 0.6867 | 0.1427 |
| 0.8326 | 5.4094 | 55100 | 0.8237 | 0.0041 | 0.1463 | 0.6888 | 0.1463 |
| 0.8199 | 5.4192 | 55200 | 0.8281 | 0.0041 | 0.1489 | 0.6867 | 0.1489 |
| 0.7732 | 5.4290 | 55300 | 0.8260 | 0.0041 | 0.1529 | 0.6888 | 0.1529 |
| 0.8394 | 5.4388 | 55400 | 0.8188 | 0.0041 | 0.1480 | 0.6905 | 0.1480 |
| 0.831 | 5.4487 | 55500 | 0.8146 | 0.0041 | 0.1509 | 0.6916 | 0.1509 |
| 0.8443 | 5.4585 | 55600 | 0.8199 | 0.0041 | 0.1486 | 0.6896 | 0.1486 |
| 0.8302 | 5.4683 | 55700 | 0.8365 | 0.0041 | 0.1421 | 0.6854 | 0.1421 |
| 0.7926 | 5.4781 | 55800 | 0.8286 | 0.0041 | 0.1422 | 0.6868 | 0.1422 |
| 0.7809 | 5.4879 | 55900 | 0.8098 | 0.0041 | 0.1481 | 0.6914 | 0.1481 |
| 0.8312 | 5.4977 | 56000 | 0.8239 | 0.0041 | 0.1411 | 0.6881 | 0.1411 |
| 0.7867 | 5.5076 | 56100 | 0.8239 | 0.0041 | 0.1441 | 0.6908 | 0.1441 |
| 0.8266 | 5.5174 | 56200 | 0.8218 | 0.0041 | 0.1473 | 0.6905 | 0.1473 |
| 0.8063 | 5.5272 | 56300 | 0.8195 | 0.0041 | 0.1481 | 0.6905 | 0.1481 |
| 0.8251 | 5.5370 | 56400 | 0.8207 | 0.0041 | 0.1493 | 0.6882 | 0.1493 |
| 0.7832 | 5.5468 | 56500 | 0.8145 | 0.0041 | 0.1520 | 0.6922 | 0.1520 |
| 0.7975 | 5.5566 | 56600 | 0.8153 | 0.0041 | 0.1520 | 0.6917 | 0.1520 |
| 0.938 | 5.5665 | 56700 | 0.8436 | 0.0041 | 0.1430 | 0.6827 | 0.1430 |
| 0.8184 | 5.5763 | 56800 | 0.8157 | 0.0041 | 0.1497 | 0.6910 | 0.1497 |
| 0.8009 | 5.5861 | 56900 | 0.8293 | 0.0041 | 0.1472 | 0.6878 | 0.1472 |
| 0.8088 | 5.5959 | 57000 | 0.8147 | 0.0041 | 0.1524 | 0.6904 | 0.1524 |
| 0.7982 | 5.6057 | 57100 | 0.8085 | 0.0041 | 0.1475 | 0.6936 | 0.1475 |
| 0.8147 | 5.6156 | 57200 | 0.8144 | 0.0041 | 0.1502 | 0.6906 | 0.1502 |
| 0.8367 | 5.6254 | 57300 | 0.8442 | 0.0041 | 0.1363 | 0.6793 | 0.1363 |
| 0.8367 | 5.6352 | 57400 | 0.8106 | 0.0041 | 0.1415 | 0.6922 | 0.1415 |
| 0.7915 | 5.6450 | 57500 | 0.8122 | 0.0041 | 0.1550 | 0.6932 | 0.1550 |
| 0.7516 | 5.6548 | 57600 | 0.8239 | 0.0041 | 0.1467 | 0.6874 | 0.1467 |
| 0.8101 | 5.6646 | 57700 | 0.8091 | 0.0041 | 0.1540 | 0.6934 | 0.1540 |
| 0.8156 | 5.6745 | 57800 | 0.8286 | 0.0041 | 0.1455 | 0.6870 | 0.1455 |
| 0.8505 | 5.6843 | 57900 | 0.8213 | 0.0041 | 0.1510 | 0.6880 | 0.1510 |
| 0.7725 | 5.6941 | 58000 | 0.8087 | 0.0041 | 0.1507 | 0.6920 | 0.1507 |
| 0.7724 | 5.7039 | 58100 | 0.8160 | 0.0041 | 0.1437 | 0.6916 | 0.1437 |
| 0.8159 | 5.7137 | 58200 | 0.8146 | 0.0041 | 0.1501 | 0.6946 | 0.1501 |
| 0.8502 | 5.7235 | 58300 | 0.8159 | 0.0041 | 0.1471 | 0.6910 | 0.1471 |
| 0.8264 | 5.7334 | 58400 | 0.8102 | 0.0041 | 0.1570 | 0.6940 | 0.1570 |
| 0.8077 | 5.7432 | 58500 | 0.8046 | 0.0041 | 0.1490 | 0.6941 | 0.1490 |
| 0.8169 | 5.7530 | 58600 | 0.8333 | 0.0041 | 0.1390 | 0.6846 | 0.1390 |
| 0.7992 | 5.7628 | 58700 | 0.8191 | 0.0041 | 0.1486 | 0.6916 | 0.1486 |
| 0.8331 | 5.7726 | 58800 | 0.8131 | 0.0041 | 0.1515 | 0.6936 | 0.1515 |
| 0.7764 | 5.7824 | 58900 | 0.8211 | 0.0041 | 0.1521 | 0.6911 | 0.1521 |
| 0.8006 | 5.7923 | 59000 | 0.8117 | 0.0041 | 0.1514 | 0.6940 | 0.1514 |
| 0.7716 | 5.8021 | 59100 | 0.8259 | 0.0041 | 0.1454 | 0.6874 | 0.1454 |
| 0.7982 | 5.8119 | 59200 | 0.8234 | 0.0041 | 0.1511 | 0.6901 | 0.1511 |
| 0.8427 | 5.8217 | 59300 | 0.8200 | 0.0041 | 0.1491 | 0.6912 | 0.1491 |
| 0.778 | 5.8315 | 59400 | 0.8142 | 0.0041 | 0.1514 | 0.6936 | 0.1514 |
| 0.8439 | 5.8414 | 59500 | 0.8228 | 0.0041 | 0.1435 | 0.6908 | 0.1435 |
| 0.7839 | 5.8512 | 59600 | 0.8148 | 0.0041 | 0.1495 | 0.6921 | 0.1495 |
| 0.8345 | 5.8610 | 59700 | 0.8070 | 0.0041 | 0.1507 | 0.6948 | 0.1507 |
| 0.857 | 5.8708 | 59800 | 0.8201 | 0.0041 | 0.1477 | 0.6892 | 0.1477 |
| 0.8115 | 5.8806 | 59900 | 0.8085 | 0.0041 | 0.1498 | 0.6949 | 0.1498 |
| 0.7976 | 5.8904 | 60000 | 0.8164 | 0.0041 | 0.1463 | 0.6906 | 0.1463 |
| 0.8509 | 5.9003 | 60100 | 0.8252 | 0.0041 | 0.1431 | 0.6863 | 0.1431 |
| 0.8592 | 5.9101 | 60200 | 0.8114 | 0.0041 | 0.1458 | 0.6920 | 0.1458 |
| 0.8097 | 5.9199 | 60300 | 0.8119 | 0.0041 | 0.1489 | 0.6934 | 0.1489 |
| 0.7529 | 5.9297 | 60400 | 0.8122 | 0.0041 | 0.1457 | 0.6904 | 0.1457 |
| 0.817 | 5.9395 | 60500 | 0.8105 | 0.0041 | 0.1472 | 0.6911 | 0.1472 |
| 0.7652 | 5.9493 | 60600 | 0.8147 | 0.0041 | 0.1509 | 0.6906 | 0.1509 |
| 0.8255 | 5.9592 | 60700 | 0.8109 | 0.0041 | 0.1561 | 0.6932 | 0.1561 |
| 0.7987 | 5.9690 | 60800 | 0.8188 | 0.0041 | 0.1447 | 0.6912 | 0.1447 |
| 0.8392 | 5.9788 | 60900 | 0.8242 | 0.0041 | 0.1515 | 0.6892 | 0.1515 |
| 0.7727 | 5.9886 | 61000 | 0.8206 | 0.0041 | 0.1532 | 0.6881 | 0.1532 |
| 0.819 | 5.9984 | 61100 | 0.8108 | 0.0041 | 0.1539 | 0.6923 | 0.1539 |
| 0.7725 | 6.0082 | 61200 | 0.8069 | 0.0041 | 0.1566 | 0.6958 | 0.1566 |
| 0.7442 | 6.0181 | 61300 | 0.8198 | 0.0041 | 0.1521 | 0.6935 | 0.1521 |
| 0.7384 | 6.0279 | 61400 | 0.8072 | 0.0041 | 0.1527 | 0.6926 | 0.1527 |
| 0.7829 | 6.0377 | 61500 | 0.8063 | 0.0041 | 0.1508 | 0.6955 | 0.1508 |
| 0.7528 | 6.0475 | 61600 | 0.8240 | 0.0041 | 0.1429 | 0.6889 | 0.1429 |
| 0.7589 | 6.0573 | 61700 | 0.8037 | 0.0041 | 0.1572 | 0.6979 | 0.1572 |
| 0.7373 | 6.0672 | 61800 | 0.7982 | 0.0041 | 0.1584 | 0.6977 | 0.1584 |
| 0.8413 | 6.0770 | 61900 | 0.7959 | 0.0041 | 0.1563 | 0.6979 | 0.1563 |
| 0.8153 | 6.0868 | 62000 | 0.8072 | 0.0041 | 0.1489 | 0.6932 | 0.1489 |
| 0.7796 | 6.0966 | 62100 | 0.8212 | 0.0041 | 0.1435 | 0.6887 | 0.1435 |
| 0.8543 | 6.1064 | 62200 | 0.8029 | 0.0041 | 0.1595 | 0.6976 | 0.1595 |
| 0.7414 | 6.1162 | 62300 | 0.8057 | 0.0041 | 0.1527 | 0.6961 | 0.1527 |
| 0.8464 | 6.1261 | 62400 | 0.8114 | 0.0041 | 0.1553 | 0.6944 | 0.1553 |
| 0.6853 | 6.1359 | 62500 | 0.8003 | 0.0041 | 0.1499 | 0.6975 | 0.1499 |
| 0.791 | 6.1457 | 62600 | 0.8087 | 0.0041 | 0.1510 | 0.6943 | 0.1510 |
| 0.7776 | 6.1555 | 62700 | 0.8233 | 0.0041 | 0.1473 | 0.6897 | 0.1473 |
| 0.806 | 6.1653 | 62800 | 0.8068 | 0.0041 | 0.1572 | 0.6947 | 0.1572 |
| 0.7941 | 6.1751 | 62900 | 0.8040 | 0.0041 | 0.1443 | 0.6935 | 0.1443 |
| 0.7831 | 6.1850 | 63000 | 0.8074 | 0.0041 | 0.1549 | 0.6936 | 0.1549 |
| 0.8628 | 6.1948 | 63100 | 0.8085 | 0.0041 | 0.1533 | 0.6948 | 0.1533 |
| 0.8258 | 6.2046 | 63200 | 0.8030 | 0.0041 | 0.1592 | 0.6979 | 0.1592 |
| 0.8324 | 6.2144 | 63300 | 0.7958 | 0.0041 | 0.1518 | 0.6976 | 0.1518 |
| 0.7798 | 6.2242 | 63400 | 0.8072 | 0.0041 | 0.1491 | 0.6931 | 0.1491 |
| 0.8224 | 6.2340 | 63500 | 0.8071 | 0.0041 | 0.1629 | 0.6956 | 0.1629 |
| 0.8168 | 6.2439 | 63600 | 0.8009 | 0.0041 | 0.1533 | 0.6972 | 0.1533 |
| 0.7816 | 6.2537 | 63700 | 0.8022 | 0.0041 | 0.1615 | 0.6961 | 0.1615 |
| 0.8214 | 6.2635 | 63800 | 0.8027 | 0.0041 | 0.1582 | 0.6970 | 0.1582 |
| 0.7995 | 6.2733 | 63900 | 0.8157 | 0.0041 | 0.1433 | 0.6927 | 0.1433 |
| 0.8334 | 6.2831 | 64000 | 0.8031 | 0.0041 | 0.1509 | 0.6953 | 0.1509 |
| 0.7688 | 6.2930 | 64100 | 0.8154 | 0.0041 | 0.1490 | 0.6918 | 0.1490 |
| 0.7552 | 6.3028 | 64200 | 0.8035 | 0.0041 | 0.1537 | 0.6957 | 0.1537 |
| 0.8245 | 6.3126 | 64300 | 0.8020 | 0.0041 | 0.1554 | 0.6966 | 0.1554 |
| 0.791 | 6.3224 | 64400 | 0.7982 | 0.0041 | 0.1550 | 0.6978 | 0.1550 |
| 0.7798 | 6.3322 | 64500 | 0.8005 | 0.0041 | 0.1534 | 0.6976 | 0.1534 |
| 0.813 | 6.3420 | 64600 | 0.8002 | 0.0041 | 0.1552 | 0.6979 | 0.1552 |
| 0.8172 | 6.3519 | 64700 | 0.8268 | 0.0041 | 0.1494 | 0.6893 | 0.1494 |
| 0.7744 | 6.3617 | 64800 | 0.8003 | 0.0041 | 0.1567 | 0.6961 | 0.1567 |
| 0.8155 | 6.3715 | 64900 | 0.8041 | 0.0041 | 0.1544 | 0.6954 | 0.1544 |
| 0.8019 | 6.3813 | 65000 | 0.7964 | 0.0041 | 0.1562 | 0.6973 | 0.1562 |
| 0.8188 | 6.3911 | 65100 | 0.8098 | 0.0041 | 0.1534 | 0.6952 | 0.1534 |
| 0.8223 | 6.4009 | 65200 | 0.8150 | 0.0041 | 0.1539 | 0.6916 | 0.1539 |
| 0.8083 | 6.4108 | 65300 | 0.8007 | 0.0041 | 0.1507 | 0.6973 | 0.1507 |
| 0.763 | 6.4206 | 65400 | 0.7938 | 0.0041 | 0.1599 | 0.6992 | 0.1599 |
| 0.833 | 6.4304 | 65500 | 0.8044 | 0.0041 | 0.1545 | 0.6941 | 0.1545 |
| 0.7839 | 6.4402 | 65600 | 0.8035 | 0.0041 | 0.1495 | 0.6941 | 0.1495 |
| 0.7962 | 6.4500 | 65700 | 0.7978 | 0.0041 | 0.1621 | 0.6978 | 0.1621 |
| 0.8248 | 6.4598 | 65800 | 0.8036 | 0.0041 | 0.1592 | 0.6959 | 0.1592 |
| 0.8177 | 6.4697 | 65900 | 0.8018 | 0.0041 | 0.1608 | 0.6971 | 0.1608 |
| 0.8019 | 6.4795 | 66000 | 0.8170 | 0.0041 | 0.1454 | 0.6916 | 0.1454 |
| 0.8203 | 6.4893 | 66100 | 0.8095 | 0.0041 | 0.1544 | 0.6949 | 0.1544 |
| 0.8208 | 6.4991 | 66200 | 0.8033 | 0.0041 | 0.1548 | 0.6965 | 0.1548 |
| 0.7982 | 6.5089 | 66300 | 0.8006 | 0.0041 | 0.1592 | 0.6981 | 0.1592 |
| 0.8168 | 6.5188 | 66400 | 0.8105 | 0.0041 | 0.1448 | 0.6923 | 0.1448 |
| 0.8421 | 6.5286 | 66500 | 0.8078 | 0.0041 | 0.1533 | 0.6964 | 0.1533 |
| 0.7641 | 6.5384 | 66600 | 0.8033 | 0.0041 | 0.1604 | 0.6958 | 0.1604 |
| 0.7958 | 6.5482 | 66700 | 0.7978 | 0.0041 | 0.1562 | 0.6978 | 0.1562 |
| 0.793 | 6.5580 | 66800 | 0.8076 | 0.0041 | 0.1508 | 0.6939 | 0.1508 |
| 0.8414 | 6.5678 | 66900 | 0.8048 | 0.0041 | 0.1498 | 0.6969 | 0.1498 |
| 0.807 | 6.5777 | 67000 | 0.8009 | 0.0041 | 0.1555 | 0.6958 | 0.1555 |
| 0.8485 | 6.5875 | 67100 | 0.8057 | 0.0041 | 0.1498 | 0.6952 | 0.1498 |
| 0.8092 | 6.5973 | 67200 | 0.8093 | 0.0041 | 0.1479 | 0.6935 | 0.1479 |
| 0.7507 | 6.6071 | 67300 | 0.8008 | 0.0041 | 0.1621 | 0.6983 | 0.1621 |
| 0.7603 | 6.6169 | 67400 | 0.7916 | 0.0041 | 0.1595 | 0.7012 | 0.1595 |
| 0.8409 | 6.6267 | 67500 | 0.7866 | 0.0041 | 0.1639 | 0.7039 | 0.1639 |
| 0.801 | 6.6366 | 67600 | 0.8050 | 0.0041 | 0.1490 | 0.6940 | 0.1490 |
| 0.8713 | 6.6464 | 67700 | 0.8073 | 0.0041 | 0.1600 | 0.6951 | 0.1600 |
| 0.732 | 6.6562 | 67800 | 0.8096 | 0.0041 | 0.1537 | 0.6942 | 0.1537 |
| 0.7643 | 6.6660 | 67900 | 0.7938 | 0.0041 | 0.1596 | 0.7009 | 0.1596 |
| 0.7582 | 6.6758 | 68000 | 0.8090 | 0.0041 | 0.1552 | 0.6920 | 0.1552 |
| 0.8221 | 6.6856 | 68100 | 0.8000 | 0.0041 | 0.1635 | 0.6987 | 0.1635 |
| 0.762 | 6.6955 | 68200 | 0.8120 | 0.0041 | 0.1561 | 0.6957 | 0.1561 |
| 0.7971 | 6.7053 | 68300 | 0.8160 | 0.0041 | 0.1499 | 0.6925 | 0.1499 |
| 0.7418 | 6.7151 | 68400 | 0.7920 | 0.0041 | 0.1610 | 0.7000 | 0.1610 |
| 0.7966 | 6.7249 | 68500 | 0.7926 | 0.0041 | 0.1577 | 0.6988 | 0.1577 |
| 0.7879 | 6.7347 | 68600 | 0.7888 | 0.0041 | 0.1579 | 0.7015 | 0.1579 |
| 0.7501 | 6.7446 | 68700 | 0.7974 | 0.0041 | 0.1550 | 0.6975 | 0.1550 |
| 0.7659 | 6.7544 | 68800 | 0.7924 | 0.0041 | 0.1622 | 0.6986 | 0.1622 |
| 0.8116 | 6.7642 | 68900 | 0.7946 | 0.0041 | 0.1553 | 0.6986 | 0.1553 |
| 0.8304 | 6.7740 | 69000 | 0.8026 | 0.0041 | 0.1546 | 0.6960 | 0.1546 |
| 0.8003 | 6.7838 | 69100 | 0.8121 | 0.0041 | 0.1467 | 0.6933 | 0.1467 |
| 0.8296 | 6.7936 | 69200 | 0.7913 | 0.0041 | 0.1562 | 0.7001 | 0.1562 |
| 0.7782 | 6.8035 | 69300 | 0.7963 | 0.0041 | 0.1577 | 0.6994 | 0.1577 |
| 0.8176 | 6.8133 | 69400 | 0.7927 | 0.0041 | 0.1573 | 0.6993 | 0.1573 |
| 0.7923 | 6.8231 | 69500 | 0.7866 | 0.0041 | 0.1595 | 0.7023 | 0.1595 |
| 0.8247 | 6.8329 | 69600 | 0.7936 | 0.0041 | 0.1589 | 0.6996 | 0.1589 |
| 0.7777 | 6.8427 | 69700 | 0.8121 | 0.0041 | 0.1501 | 0.6920 | 0.1501 |
| 0.7713 | 6.8525 | 69800 | 0.7961 | 0.0041 | 0.1560 | 0.6992 | 0.1560 |
| 0.735 | 6.8624 | 69900 | 0.7978 | 0.0041 | 0.1580 | 0.6994 | 0.1580 |
| 0.8475 | 6.8722 | 70000 | 0.7939 | 0.0041 | 0.1660 | 0.7012 | 0.1660 |
| 0.7401 | 6.8820 | 70100 | 0.7902 | 0.0041 | 0.1603 | 0.7012 | 0.1603 |
| 0.7751 | 6.8918 | 70200 | 0.7972 | 0.0041 | 0.1641 | 0.7008 | 0.1641 |
| 0.7682 | 6.9016 | 70300 | 0.7945 | 0.0041 | 0.1542 | 0.6974 | 0.1542 |
| 0.8138 | 6.9114 | 70400 | 0.7939 | 0.0041 | 0.1618 | 0.6990 | 0.1618 |
| 0.7392 | 6.9213 | 70500 | 0.7833 | 0.0041 | 0.1631 | 0.7039 | 0.1631 |
| 0.7689 | 6.9311 | 70600 | 0.7899 | 0.0041 | 0.1606 | 0.7004 | 0.1606 |
| 0.7895 | 6.9409 | 70700 | 0.7951 | 0.0041 | 0.1568 | 0.6988 | 0.1568 |
| 0.8113 | 6.9507 | 70800 | 0.7845 | 0.0041 | 0.1687 | 0.7050 | 0.1687 |
| 0.7822 | 6.9605 | 70900 | 0.7946 | 0.0041 | 0.1550 | 0.6981 | 0.1550 |
| 0.863 | 6.9704 | 71000 | 0.8044 | 0.0041 | 0.1525 | 0.6941 | 0.1525 |
| 0.8629 | 6.9802 | 71100 | 0.7905 | 0.0041 | 0.1631 | 0.6985 | 0.1631 |
| 0.8106 | 6.9900 | 71200 | 0.7892 | 0.0041 | 0.1655 | 0.7021 | 0.1655 |
| 0.7792 | 6.9998 | 71300 | 0.8017 | 0.0041 | 0.1596 | 0.6968 | 0.1596 |
| 0.7085 | 7.0096 | 71400 | 0.7825 | 0.0041 | 0.1694 | 0.7041 | 0.1694 |
| 0.7038 | 7.0194 | 71500 | 0.7854 | 0.0041 | 0.1633 | 0.7030 | 0.1633 |
| 0.7501 | 7.0293 | 71600 | 0.7881 | 0.0041 | 0.1606 | 0.7009 | 0.1606 |
| 0.7934 | 7.0391 | 71700 | 0.8009 | 0.0041 | 0.1585 | 0.6972 | 0.1585 |
| 0.8011 | 7.0489 | 71800 | 0.8086 | 0.0041 | 0.1521 | 0.6924 | 0.1521 |
| 0.8002 | 7.0587 | 71900 | 0.7964 | 0.0041 | 0.1560 | 0.6974 | 0.1560 |
| 0.7554 | 7.0685 | 72000 | 0.7919 | 0.0041 | 0.1671 | 0.7034 | 0.1671 |
| 0.7405 | 7.0783 | 72100 | 0.8007 | 0.0041 | 0.1563 | 0.6967 | 0.1563 |
| 0.8146 | 7.0882 | 72200 | 0.8070 | 0.0041 | 0.1555 | 0.6955 | 0.1555 |
| 0.7954 | 7.0980 | 72300 | 0.7917 | 0.0041 | 0.1596 | 0.6982 | 0.1596 |
| 0.7624 | 7.1078 | 72400 | 0.7956 | 0.0041 | 0.1620 | 0.7000 | 0.1620 |
| 0.7896 | 7.1176 | 72500 | 0.7868 | 0.0041 | 0.1624 | 0.7030 | 0.1624 |
| 0.7162 | 7.1274 | 72600 | 0.7926 | 0.0041 | 0.1554 | 0.6980 | 0.1554 |
| 0.7605 | 7.1372 | 72700 | 0.7897 | 0.0041 | 0.1593 | 0.7019 | 0.1593 |
| 0.8103 | 7.1471 | 72800 | 0.7988 | 0.0041 | 0.1580 | 0.6997 | 0.1580 |
| 0.7831 | 7.1569 | 72900 | 0.7897 | 0.0041 | 0.1663 | 0.7021 | 0.1663 |
| 0.759 | 7.1667 | 73000 | 0.7910 | 0.0041 | 0.1577 | 0.7023 | 0.1577 |
| 0.7453 | 7.1765 | 73100 | 0.7772 | 0.0041 | 0.1732 | 0.7079 | 0.1732 |
| 0.8166 | 7.1863 | 73200 | 0.7894 | 0.0041 | 0.1626 | 0.7019 | 0.1626 |
| 0.8071 | 7.1962 | 73300 | 0.7789 | 0.0041 | 0.1670 | 0.7059 | 0.1670 |
| 0.826 | 7.2060 | 73400 | 0.8009 | 0.0041 | 0.1624 | 0.6983 | 0.1624 |
| 0.7698 | 7.2158 | 73500 | 0.7797 | 0.0041 | 0.1727 | 0.7058 | 0.1727 |
| 0.8275 | 7.2256 | 73600 | 0.7856 | 0.0041 | 0.1705 | 0.7026 | 0.1705 |
| 0.806 | 7.2354 | 73700 | 0.7970 | 0.0041 | 0.1559 | 0.6975 | 0.1559 |
| 0.737 | 7.2452 | 73800 | 0.7911 | 0.0041 | 0.1640 | 0.7021 | 0.1640 |
| 0.7886 | 7.2551 | 73900 | 0.7958 | 0.0041 | 0.1527 | 0.6983 | 0.1527 |
| 0.7536 | 7.2649 | 74000 | 0.7970 | 0.0041 | 0.1604 | 0.6999 | 0.1604 |
| 0.7899 | 7.2747 | 74100 | 0.8180 | 0.0041 | 0.1558 | 0.6908 | 0.1558 |
| 0.8047 | 7.2845 | 74200 | 0.7919 | 0.0041 | 0.1635 | 0.7023 | 0.1635 |
| 0.771 | 7.2943 | 74300 | 0.7899 | 0.0041 | 0.1642 | 0.7012 | 0.1642 |
| 0.7823 | 7.3041 | 74400 | 0.7893 | 0.0041 | 0.1695 | 0.7038 | 0.1695 |
| 0.7095 | 7.3140 | 74500 | 0.8006 | 0.0041 | 0.1562 | 0.6966 | 0.1562 |
| 0.776 | 7.3238 | 74600 | 0.7819 | 0.0041 | 0.1689 | 0.7041 | 0.1689 |
| 0.7424 | 7.3336 | 74700 | 0.7942 | 0.0041 | 0.1640 | 0.7007 | 0.1640 |
| 0.7028 | 7.3434 | 74800 | 0.7975 | 0.0041 | 0.1541 | 0.6980 | 0.1541 |
| 0.8292 | 7.3532 | 74900 | 0.8046 | 0.0041 | 0.1604 | 0.6979 | 0.1604 |
| 0.8113 | 7.3630 | 75000 | 0.7900 | 0.0041 | 0.1610 | 0.7008 | 0.1610 |
| 0.8735 | 7.3729 | 75100 | 0.7878 | 0.0041 | 0.1663 | 0.7023 | 0.1663 |
| 0.8102 | 7.3827 | 75200 | 0.8013 | 0.0041 | 0.1547 | 0.6959 | 0.1547 |
| 0.787 | 7.3925 | 75300 | 0.7928 | 0.0041 | 0.1652 | 0.7005 | 0.1652 |
| 0.7796 | 7.4023 | 75400 | 0.7854 | 0.0041 | 0.1680 | 0.7030 | 0.1680 |
| 0.8173 | 7.4121 | 75500 | 0.7810 | 0.0041 | 0.1675 | 0.7044 | 0.1675 |
| 0.7649 | 7.4220 | 75600 | 0.7937 | 0.0041 | 0.1617 | 0.7000 | 0.1617 |
| 0.7835 | 7.4318 | 75700 | 0.7918 | 0.0041 | 0.1651 | 0.7024 | 0.1651 |
| 0.8232 | 7.4416 | 75800 | 0.8080 | 0.0041 | 0.1558 | 0.6963 | 0.1558 |
| 0.7726 | 7.4514 | 75900 | 0.7851 | 0.0041 | 0.1660 | 0.7033 | 0.1660 |
| 0.7788 | 7.4612 | 76000 | 0.7816 | 0.0041 | 0.1582 | 0.7026 | 0.1582 |
| 0.7926 | 7.4710 | 76100 | 0.7700 | 0.0041 | 0.1651 | 0.7076 | 0.1651 |
| 0.7144 | 7.4809 | 76200 | 0.7727 | 0.0041 | 0.1744 | 0.7075 | 0.1744 |
| 0.7911 | 7.4907 | 76300 | 0.7857 | 0.0041 | 0.1609 | 0.7040 | 0.1609 |
| 0.7552 | 7.5005 | 76400 | 0.7898 | 0.0041 | 0.1664 | 0.7030 | 0.1664 |
| 0.7618 | 7.5103 | 76500 | 0.7733 | 0.0041 | 0.1737 | 0.7074 | 0.1737 |
| 0.7755 | 7.5201 | 76600 | 0.7839 | 0.0041 | 0.1667 | 0.7041 | 0.1667 |
| 0.7379 | 7.5299 | 76700 | 0.7911 | 0.0041 | 0.1607 | 0.7004 | 0.1607 |
| 0.8087 | 7.5398 | 76800 | 0.7775 | 0.0041 | 0.1684 | 0.7069 | 0.1684 |
| 0.7899 | 7.5496 | 76900 | 0.7861 | 0.0041 | 0.1641 | 0.7017 | 0.1641 |
| 0.8245 | 7.5594 | 77000 | 0.7879 | 0.0041 | 0.1636 | 0.7034 | 0.1636 |
| 0.7884 | 7.5692 | 77100 | 0.7775 | 0.0041 | 0.1726 | 0.7063 | 0.1726 |
| 0.7454 | 7.5790 | 77200 | 0.7905 | 0.0041 | 0.1649 | 0.7014 | 0.1649 |
| 0.8167 | 7.5888 | 77300 | 0.7955 | 0.0041 | 0.1497 | 0.7013 | 0.1497 |
| 0.7392 | 7.5987 | 77400 | 0.7904 | 0.0041 | 0.1645 | 0.7024 | 0.1645 |
| 0.8053 | 7.6085 | 77500 | 0.7973 | 0.0041 | 0.1605 | 0.6985 | 0.1605 |
| 0.8511 | 7.6183 | 77600 | 0.7937 | 0.0041 | 0.1606 | 0.6988 | 0.1606 |
| 0.745 | 7.6281 | 77700 | 0.7937 | 0.0041 | 0.1643 | 0.7011 | 0.1643 |
| 0.797 | 7.6379 | 77800 | 0.7950 | 0.0041 | 0.1595 | 0.7009 | 0.1595 |
| 0.7284 | 7.6478 | 77900 | 0.7746 | 0.0041 | 0.1740 | 0.7068 | 0.1740 |
| 0.7917 | 7.6576 | 78000 | 0.7838 | 0.0041 | 0.1671 | 0.7024 | 0.1671 |
| 0.8112 | 7.6674 | 78100 | 0.7862 | 0.0041 | 0.1595 | 0.7029 | 0.1595 |
| 0.7148 | 7.6772 | 78200 | 0.7935 | 0.0041 | 0.1572 | 0.6979 | 0.1572 |
| 0.7439 | 7.6870 | 78300 | 0.7849 | 0.0041 | 0.1638 | 0.7026 | 0.1638 |
| 0.7285 | 7.6968 | 78400 | 0.7918 | 0.0041 | 0.1584 | 0.7000 | 0.1584 |
| 0.7356 | 7.7067 | 78500 | 0.7911 | 0.0041 | 0.1633 | 0.7020 | 0.1633 |
| 0.7623 | 7.7165 | 78600 | 0.7838 | 0.0041 | 0.1731 | 0.7042 | 0.1731 |
| 0.7591 | 7.7263 | 78700 | 0.7821 | 0.0041 | 0.1692 | 0.7054 | 0.1692 |
| 0.7845 | 7.7361 | 78800 | 0.7899 | 0.0041 | 0.1601 | 0.7021 | 0.1601 |
| 0.7713 | 7.7459 | 78900 | 0.7809 | 0.0041 | 0.1696 | 0.7059 | 0.1696 |
| 0.7404 | 7.7557 | 79000 | 0.7824 | 0.0041 | 0.1692 | 0.7062 | 0.1692 |
| 0.8253 | 7.7656 | 79100 | 0.7843 | 0.0041 | 0.1684 | 0.7059 | 0.1684 |
| 0.7352 | 7.7754 | 79200 | 0.8023 | 0.0041 | 0.1525 | 0.6965 | 0.1525 |
| 0.7699 | 7.7852 | 79300 | 0.7912 | 0.0041 | 0.1584 | 0.7000 | 0.1584 |
| 0.76 | 7.7950 | 79400 | 0.7764 | 0.0041 | 0.1677 | 0.7060 | 0.1677 |
| 0.7283 | 7.8048 | 79500 | 0.7783 | 0.0041 | 0.1702 | 0.7047 | 0.1702 |
| 0.8485 | 7.8146 | 79600 | 0.7842 | 0.0041 | 0.1605 | 0.7021 | 0.1605 |
| 0.759 | 7.8245 | 79700 | 0.7834 | 0.0041 | 0.1664 | 0.7043 | 0.1664 |
| 0.7445 | 7.8343 | 79800 | 0.7878 | 0.0041 | 0.1627 | 0.7032 | 0.1627 |
| 0.8306 | 7.8441 | 79900 | 0.7803 | 0.0041 | 0.1695 | 0.7037 | 0.1695 |
| 0.7798 | 7.8539 | 80000 | 0.7816 | 0.0041 | 0.1665 | 0.7040 | 0.1665 |
| 0.7811 | 7.8637 | 80100 | 0.7769 | 0.0041 | 0.1711 | 0.7079 | 0.1711 |
| 0.7739 | 7.8736 | 80200 | 0.7930 | 0.0041 | 0.1604 | 0.7008 | 0.1604 |
| 0.8079 | 7.8834 | 80300 | 0.7868 | 0.0041 | 0.1699 | 0.7028 | 0.1699 |
| 0.7895 | 7.8932 | 80400 | 0.7770 | 0.0041 | 0.1649 | 0.7076 | 0.1649 |
| 0.7908 | 7.9030 | 80500 | 0.7922 | 0.0041 | 0.1604 | 0.7024 | 0.1604 |
| 0.7583 | 7.9128 | 80600 | 0.7933 | 0.0041 | 0.1615 | 0.7015 | 0.1615 |
| 0.7859 | 7.9226 | 80700 | 0.7755 | 0.0041 | 0.1658 | 0.7064 | 0.1658 |
| 0.8038 | 7.9325 | 80800 | 0.7738 | 0.0041 | 0.1701 | 0.7064 | 0.1701 |
| 0.7655 | 7.9423 | 80900 | 0.7778 | 0.0041 | 0.1699 | 0.7058 | 0.1699 |
| 0.7896 | 7.9521 | 81000 | 0.7692 | 0.0041 | 0.1668 | 0.7080 | 0.1668 |
| 0.7317 | 7.9619 | 81100 | 0.7851 | 0.0041 | 0.1673 | 0.7045 | 0.1673 |
| 0.8401 | 7.9717 | 81200 | 0.7879 | 0.0041 | 0.1593 | 0.7014 | 0.1593 |
| 0.7684 | 7.9815 | 81300 | 0.7738 | 0.0041 | 0.1755 | 0.7078 | 0.1755 |
| 0.7379 | 7.9914 | 81400 | 0.7818 | 0.0041 | 0.1673 | 0.7050 | 0.1673 |
| 0.7314 | 8.0012 | 81500 | 0.7891 | 0.0041 | 0.1611 | 0.7033 | 0.1611 |
| 0.7142 | 8.0110 | 81600 | 0.7905 | 0.0041 | 0.1590 | 0.7006 | 0.1590 |
| 0.744 | 8.0208 | 81700 | 0.7851 | 0.0041 | 0.1611 | 0.7017 | 0.1611 |
| 0.7407 | 8.0306 | 81800 | 0.7740 | 0.0041 | 0.1686 | 0.7085 | 0.1686 |
| 0.7317 | 8.0404 | 81900 | 0.7754 | 0.0041 | 0.1653 | 0.7044 | 0.1653 |
| 0.8295 | 8.0503 | 82000 | 0.7779 | 0.0041 | 0.1753 | 0.7074 | 0.1753 |
| 0.7775 | 8.0601 | 82100 | 0.7706 | 0.0041 | 0.1663 | 0.7083 | 0.1663 |
| 0.7416 | 8.0699 | 82200 | 0.7655 | 0.0041 | 0.1751 | 0.7097 | 0.1751 |
| 0.7618 | 8.0797 | 82300 | 0.7784 | 0.0041 | 0.1718 | 0.7046 | 0.1718 |
| 0.8126 | 8.0895 | 82400 | 0.7774 | 0.0041 | 0.1653 | 0.7046 | 0.1653 |
| 0.7422 | 8.0994 | 82500 | 0.7764 | 0.0041 | 0.1693 | 0.7070 | 0.1693 |
| 0.775 | 8.1092 | 82600 | 0.7741 | 0.0041 | 0.1717 | 0.7066 | 0.1717 |
| 0.7662 | 8.1190 | 82700 | 0.7783 | 0.0041 | 0.1705 | 0.7056 | 0.1705 |
| 0.7932 | 8.1288 | 82800 | 0.7715 | 0.0041 | 0.1694 | 0.7062 | 0.1694 |
| 0.7308 | 8.1386 | 82900 | 0.7915 | 0.0041 | 0.1599 | 0.6996 | 0.1599 |
| 0.8276 | 8.1484 | 83000 | 0.7933 | 0.0041 | 0.1630 | 0.7005 | 0.1630 |
| 0.8108 | 8.1583 | 83100 | 0.7780 | 0.0041 | 0.1663 | 0.7046 | 0.1663 |
| 0.7841 | 8.1681 | 83200 | 0.7741 | 0.0041 | 0.1664 | 0.7056 | 0.1664 |
| 0.7698 | 8.1779 | 83300 | 0.7672 | 0.0041 | 0.1727 | 0.7097 | 0.1727 |
| 0.7555 | 8.1877 | 83400 | 0.7773 | 0.0041 | 0.1686 | 0.7048 | 0.1686 |
| 0.7133 | 8.1975 | 83500 | 0.7717 | 0.0041 | 0.1746 | 0.7083 | 0.1746 |
| 0.7692 | 8.2073 | 83600 | 0.7608 | 0.0041 | 0.1754 | 0.7107 | 0.1754 |
| 0.7904 | 8.2172 | 83700 | 0.7783 | 0.0041 | 0.1676 | 0.7072 | 0.1676 |
| 0.7405 | 8.2270 | 83800 | 0.7772 | 0.0041 | 0.1653 | 0.7052 | 0.1653 |
| 0.6993 | 8.2368 | 83900 | 0.7815 | 0.0041 | 0.1723 | 0.7047 | 0.1723 |
| 0.7767 | 8.2466 | 84000 | 0.7705 | 0.0041 | 0.1642 | 0.7090 | 0.1642 |
| 0.7292 | 8.2564 | 84100 | 0.7789 | 0.0041 | 0.1687 | 0.7065 | 0.1687 |
| 0.7492 | 8.2662 | 84200 | 0.7789 | 0.0041 | 0.1680 | 0.7057 | 0.1680 |
| 0.7813 | 8.2761 | 84300 | 0.7737 | 0.0041 | 0.1736 | 0.7093 | 0.1736 |
| 0.7952 | 8.2859 | 84400 | 0.7864 | 0.0041 | 0.1662 | 0.7019 | 0.1662 |
| 0.8113 | 8.2957 | 84500 | 0.7817 | 0.0041 | 0.1617 | 0.7041 | 0.1617 |
| 0.7575 | 8.3055 | 84600 | 0.7724 | 0.0041 | 0.1709 | 0.7087 | 0.1709 |
| 0.7837 | 8.3153 | 84700 | 0.7721 | 0.0041 | 0.1675 | 0.7076 | 0.1675 |
| 0.7451 | 8.3252 | 84800 | 0.7687 | 0.0041 | 0.1707 | 0.7094 | 0.1707 |
| 0.7874 | 8.3350 | 84900 | 0.7877 | 0.0041 | 0.1689 | 0.7027 | 0.1689 |
| 0.7484 | 8.3448 | 85000 | 0.7708 | 0.0041 | 0.1683 | 0.7077 | 0.1683 |
| 0.7385 | 8.3546 | 85100 | 0.7662 | 0.0041 | 0.1749 | 0.7103 | 0.1749 |
| 0.7753 | 8.3644 | 85200 | 0.7665 | 0.0041 | 0.1738 | 0.7112 | 0.1738 |
| 0.7495 | 8.3742 | 85300 | 0.7705 | 0.0041 | 0.1690 | 0.7093 | 0.1690 |
| 0.7074 | 8.3841 | 85400 | 0.7724 | 0.0041 | 0.1597 | 0.7060 | 0.1597 |
| 0.7077 | 8.3939 | 85500 | 0.7749 | 0.0041 | 0.1742 | 0.7059 | 0.1742 |
| 0.8358 | 8.4037 | 85600 | 0.7887 | 0.0041 | 0.1669 | 0.7014 | 0.1669 |
| 0.7674 | 8.4135 | 85700 | 0.7736 | 0.0041 | 0.1715 | 0.7090 | 0.1715 |
| 0.7742 | 8.4233 | 85800 | 0.7933 | 0.0041 | 0.1666 | 0.7008 | 0.1666 |
| 0.7807 | 8.4331 | 85900 | 0.7815 | 0.0041 | 0.1634 | 0.7033 | 0.1634 |
| 0.7884 | 8.4430 | 86000 | 0.7646 | 0.0041 | 0.1747 | 0.7120 | 0.1747 |
| 0.8171 | 8.4528 | 86100 | 0.7783 | 0.0041 | 0.1709 | 0.7066 | 0.1709 |
| 0.7648 | 8.4626 | 86200 | 0.7749 | 0.0041 | 0.1667 | 0.7067 | 0.1667 |
| 0.8199 | 8.4724 | 86300 | 0.7857 | 0.0041 | 0.1637 | 0.7023 | 0.1637 |
| 0.7742 | 8.4822 | 86400 | 0.7709 | 0.0041 | 0.1736 | 0.7087 | 0.1736 |
| 0.7548 | 8.4920 | 86500 | 0.7635 | 0.0041 | 0.1708 | 0.7108 | 0.1708 |
| 0.7301 | 8.5019 | 86600 | 0.7752 | 0.0041 | 0.1631 | 0.7074 | 0.1631 |
| 0.7677 | 8.5117 | 86700 | 0.7673 | 0.0041 | 0.1697 | 0.7089 | 0.1697 |
| 0.7403 | 8.5215 | 86800 | 0.7686 | 0.0041 | 0.1717 | 0.7073 | 0.1717 |
| 0.7044 | 8.5313 | 86900 | 0.7723 | 0.0041 | 0.1654 | 0.7078 | 0.1654 |
| 0.8592 | 8.5411 | 87000 | 0.7825 | 0.0041 | 0.1651 | 0.7056 | 0.1651 |
| 0.7452 | 8.5510 | 87100 | 0.7759 | 0.0041 | 0.1702 | 0.7056 | 0.1702 |
| 0.7373 | 8.5608 | 87200 | 0.7825 | 0.0041 | 0.1634 | 0.7050 | 0.1634 |
| 0.807 | 8.5706 | 87300 | 0.7720 | 0.0041 | 0.1783 | 0.7104 | 0.1783 |
| 0.7967 | 8.5804 | 87400 | 0.7841 | 0.0041 | 0.1632 | 0.7037 | 0.1632 |
| 0.7222 | 8.5902 | 87500 | 0.7734 | 0.0041 | 0.1693 | 0.7083 | 0.1693 |
| 0.7147 | 8.6000 | 87600 | 0.7751 | 0.0041 | 0.1645 | 0.7064 | 0.1645 |
| 0.7538 | 8.6099 | 87700 | 0.7641 | 0.0041 | 0.1783 | 0.7113 | 0.1783 |
| 0.7361 | 8.6197 | 87800 | 0.7725 | 0.0041 | 0.1682 | 0.7069 | 0.1682 |
| 0.7775 | 8.6295 | 87900 | 0.7673 | 0.0041 | 0.1731 | 0.7091 | 0.1731 |
| 0.7596 | 8.6393 | 88000 | 0.7590 | 0.0041 | 0.1753 | 0.7128 | 0.1753 |
| 0.7405 | 8.6491 | 88100 | 0.7543 | 0.0041 | 0.1725 | 0.7127 | 0.1725 |
| 0.7456 | 8.6589 | 88200 | 0.7812 | 0.0041 | 0.1691 | 0.7042 | 0.1691 |
| 0.7923 | 8.6688 | 88300 | 0.7679 | 0.0041 | 0.1698 | 0.7088 | 0.1698 |
| 0.7489 | 8.6786 | 88400 | 0.7652 | 0.0041 | 0.1716 | 0.7109 | 0.1716 |
| 0.7929 | 8.6884 | 88500 | 0.7789 | 0.0041 | 0.1675 | 0.7071 | 0.1675 |
| 0.7832 | 8.6982 | 88600 | 0.7782 | 0.0041 | 0.1690 | 0.7073 | 0.1690 |
| 0.7076 | 8.7080 | 88700 | 0.7714 | 0.0041 | 0.1684 | 0.7063 | 0.1684 |
| 0.7644 | 8.7178 | 88800 | 0.7674 | 0.0041 | 0.1718 | 0.7105 | 0.1718 |
| 0.7357 | 8.7277 | 88900 | 0.7722 | 0.0041 | 0.1693 | 0.7078 | 0.1693 |
| 0.8026 | 8.7375 | 89000 | 0.7916 | 0.0041 | 0.1604 | 0.6992 | 0.1604 |
| 0.7425 | 8.7473 | 89100 | 0.7700 | 0.0041 | 0.1660 | 0.7081 | 0.1660 |
| 0.7707 | 8.7571 | 89200 | 0.7644 | 0.0041 | 0.1706 | 0.7085 | 0.1706 |
| 0.7202 | 8.7669 | 89300 | 0.7641 | 0.0041 | 0.1709 | 0.7101 | 0.1709 |
| 0.7182 | 8.7768 | 89400 | 0.7646 | 0.0041 | 0.1753 | 0.7115 | 0.1753 |
| 0.8147 | 8.7866 | 89500 | 0.7705 | 0.0041 | 0.1738 | 0.7095 | 0.1738 |
| 0.7465 | 8.7964 | 89600 | 0.7719 | 0.0041 | 0.1653 | 0.7096 | 0.1653 |
| 0.7519 | 8.8062 | 89700 | 0.7847 | 0.0041 | 0.1615 | 0.7016 | 0.1615 |
| 0.7203 | 8.8160 | 89800 | 0.7570 | 0.0041 | 0.1831 | 0.7147 | 0.1831 |
| 0.7355 | 8.8258 | 89900 | 0.7707 | 0.0041 | 0.1705 | 0.7066 | 0.1705 |
| 0.7233 | 8.8357 | 90000 | 0.7722 | 0.0041 | 0.1652 | 0.7052 | 0.1652 |
| 0.7728 | 8.8455 | 90100 | 0.7632 | 0.0041 | 0.1726 | 0.7107 | 0.1726 |
| 0.7294 | 8.8553 | 90200 | 0.7534 | 0.0041 | 0.1784 | 0.7144 | 0.1784 |
| 0.8124 | 8.8651 | 90300 | 0.7663 | 0.0041 | 0.1695 | 0.7111 | 0.1695 |
| 0.7745 | 8.8749 | 90400 | 0.7721 | 0.0041 | 0.1690 | 0.7073 | 0.1690 |
| 0.7707 | 8.8847 | 90500 | 0.7573 | 0.0041 | 0.1756 | 0.7122 | 0.1756 |
| 0.7665 | 8.8946 | 90600 | 0.7589 | 0.0041 | 0.1693 | 0.7111 | 0.1693 |
| 0.7595 | 8.9044 | 90700 | 0.7865 | 0.0041 | 0.1569 | 0.7019 | 0.1569 |
| 0.7175 | 8.9142 | 90800 | 0.7488 | 0.0041 | 0.1805 | 0.7172 | 0.1805 |
| 0.8185 | 8.9240 | 90900 | 0.7699 | 0.0041 | 0.1724 | 0.7080 | 0.1724 |
| 0.7412 | 8.9338 | 91000 | 0.7588 | 0.0041 | 0.1766 | 0.7120 | 0.1766 |
| 0.7291 | 8.9436 | 91100 | 0.7707 | 0.0041 | 0.1756 | 0.7099 | 0.1756 |
| 0.7598 | 8.9535 | 91200 | 0.7770 | 0.0041 | 0.1669 | 0.7056 | 0.1669 |
| 0.7496 | 8.9633 | 91300 | 0.7538 | 0.0041 | 0.1760 | 0.7129 | 0.1760 |
| 0.7677 | 8.9731 | 91400 | 0.7694 | 0.0041 | 0.1717 | 0.7077 | 0.1717 |
| 0.7111 | 8.9829 | 91500 | 0.7574 | 0.0041 | 0.1794 | 0.7129 | 0.1794 |
| 0.7384 | 8.9927 | 91600 | 0.7723 | 0.0041 | 0.1686 | 0.7073 | 0.1686 |
| 0.7294 | 9.0026 | 91700 | 0.7631 | 0.0041 | 0.1704 | 0.7114 | 0.1704 |
| 0.7404 | 9.0124 | 91800 | 0.7598 | 0.0041 | 0.1749 | 0.7120 | 0.1749 |
| 0.7689 | 9.0222 | 91900 | 0.7553 | 0.0041 | 0.1738 | 0.7126 | 0.1738 |
| 0.8233 | 9.0320 | 92000 | 0.7672 | 0.0041 | 0.1726 | 0.7081 | 0.1726 |
| 0.6969 | 9.0418 | 92100 | 0.7782 | 0.0041 | 0.1611 | 0.7031 | 0.1611 |
| 0.7743 | 9.0516 | 92200 | 0.7521 | 0.0041 | 0.1801 | 0.7156 | 0.1801 |
| 0.7852 | 9.0615 | 92300 | 0.7660 | 0.0041 | 0.1772 | 0.7100 | 0.1772 |
| 0.7025 | 9.0713 | 92400 | 0.7648 | 0.0041 | 0.1776 | 0.7106 | 0.1776 |
| 0.7885 | 9.0811 | 92500 | 0.7690 | 0.0041 | 0.1675 | 0.7098 | 0.1675 |
| 0.767 | 9.0909 | 92600 | 0.7538 | 0.0041 | 0.1784 | 0.7144 | 0.1784 |
| 0.7219 | 9.1007 | 92700 | 0.7468 | 0.0041 | 0.1814 | 0.7165 | 0.1814 |
| 0.69 | 9.1105 | 92800 | 0.7536 | 0.0041 | 0.1764 | 0.7131 | 0.1764 |
| 0.6991 | 9.1204 | 92900 | 0.7442 | 0.0041 | 0.1874 | 0.7178 | 0.1874 |
| 0.7648 | 9.1302 | 93000 | 0.7619 | 0.0041 | 0.1773 | 0.7121 | 0.1773 |
| 0.765 | 9.1400 | 93100 | 0.7593 | 0.0041 | 0.1776 | 0.7138 | 0.1776 |
| 0.8292 | 9.1498 | 93200 | 0.7613 | 0.0041 | 0.1716 | 0.7128 | 0.1716 |
| 0.741 | 9.1596 | 93300 | 0.7658 | 0.0041 | 0.1762 | 0.7099 | 0.1762 |
| 0.7955 | 9.1694 | 93400 | 0.7646 | 0.0041 | 0.1746 | 0.7108 | 0.1746 |
| 0.712 | 9.1793 | 93500 | 0.7741 | 0.0041 | 0.1727 | 0.7076 | 0.1727 |
| 0.7237 | 9.1891 | 93600 | 0.7482 | 0.0041 | 0.1779 | 0.7163 | 0.1779 |
| 0.7735 | 9.1989 | 93700 | 0.7676 | 0.0041 | 0.1720 | 0.7079 | 0.1720 |
| 0.7198 | 9.2087 | 93800 | 0.7497 | 0.0041 | 0.1821 | 0.7153 | 0.1821 |
| 0.8002 | 9.2185 | 93900 | 0.7601 | 0.0041 | 0.1671 | 0.7100 | 0.1671 |
| 0.7371 | 9.2284 | 94000 | 0.7489 | 0.0041 | 0.1810 | 0.7173 | 0.1810 |
| 0.7726 | 9.2382 | 94100 | 0.7534 | 0.0041 | 0.1793 | 0.7158 | 0.1793 |
| 0.764 | 9.2480 | 94200 | 0.7616 | 0.0041 | 0.1731 | 0.7114 | 0.1731 |
| 0.7193 | 9.2578 | 94300 | 0.7692 | 0.0041 | 0.1751 | 0.7100 | 0.1751 |
| 0.7649 | 9.2676 | 94400 | 0.7572 | 0.0041 | 0.1787 | 0.7125 | 0.1787 |
| 0.714 | 9.2774 | 94500 | 0.7518 | 0.0041 | 0.1776 | 0.7153 | 0.1776 |
| 0.7173 | 9.2873 | 94600 | 0.7594 | 0.0041 | 0.1776 | 0.7138 | 0.1776 |
| 0.7803 | 9.2971 | 94700 | 0.7469 | 0.0041 | 0.1755 | 0.7164 | 0.1755 |
| 0.7677 | 9.3069 | 94800 | 0.7467 | 0.0041 | 0.1818 | 0.7164 | 0.1818 |
| 0.7064 | 9.3167 | 94900 | 0.7549 | 0.0041 | 0.1702 | 0.7106 | 0.1702 |
| 0.7594 | 9.3265 | 95000 | 0.7494 | 0.0041 | 0.1757 | 0.7156 | 0.1757 |
| 0.7413 | 9.3363 | 95100 | 0.7555 | 0.0041 | 0.1798 | 0.7152 | 0.1798 |
| 0.7793 | 9.3462 | 95200 | 0.7572 | 0.0041 | 0.1752 | 0.7145 | 0.1752 |
| 0.7257 | 9.3560 | 95300 | 0.7536 | 0.0041 | 0.1706 | 0.7125 | 0.1706 |
| 0.7313 | 9.3658 | 95400 | 0.7420 | 0.0041 | 0.1745 | 0.7166 | 0.1745 |
| 0.7331 | 9.3756 | 95500 | 0.7453 | 0.0041 | 0.1802 | 0.7166 | 0.1802 |
| 0.6563 | 9.3854 | 95600 | 0.7567 | 0.0041 | 0.1769 | 0.7122 | 0.1769 |
| 0.6934 | 9.3952 | 95700 | 0.7623 | 0.0041 | 0.1779 | 0.7128 | 0.1779 |
| 0.6982 | 9.4051 | 95800 | 0.7510 | 0.0041 | 0.1774 | 0.7138 | 0.1774 |
| 0.7854 | 9.4149 | 95900 | 0.7422 | 0.0041 | 0.1830 | 0.7194 | 0.1830 |
| 0.8314 | 9.4247 | 96000 | 0.7579 | 0.0041 | 0.1673 | 0.7126 | 0.1673 |
| 0.7455 | 9.4345 | 96100 | 0.7637 | 0.0041 | 0.1728 | 0.7087 | 0.1728 |
| 0.8114 | 9.4443 | 96200 | 0.7635 | 0.0041 | 0.1722 | 0.7121 | 0.1722 |
| 0.7507 | 9.4542 | 96300 | 0.7387 | 0.0041 | 0.1796 | 0.7185 | 0.1796 |
| 0.6818 | 9.4640 | 96400 | 0.7536 | 0.0041 | 0.1733 | 0.7137 | 0.1733 |
| 0.6892 | 9.4738 | 96500 | 0.7510 | 0.0041 | 0.1747 | 0.7165 | 0.1747 |
| 0.7133 | 9.4836 | 96600 | 0.7415 | 0.0041 | 0.1802 | 0.7166 | 0.1802 |
| 0.6993 | 9.4934 | 96700 | 0.7481 | 0.0041 | 0.1776 | 0.7157 | 0.1776 |
| 0.709 | 9.5032 | 96800 | 0.7339 | 0.0041 | 0.1816 | 0.7216 | 0.1816 |
| 0.7728 | 9.5131 | 96900 | 0.7466 | 0.0041 | 0.1820 | 0.7162 | 0.1820 |
| 0.7685 | 9.5229 | 97000 | 0.7461 | 0.0041 | 0.1767 | 0.7149 | 0.1767 |
| 0.7609 | 9.5327 | 97100 | 0.7541 | 0.0041 | 0.1714 | 0.7119 | 0.1714 |
| 0.7687 | 9.5425 | 97200 | 0.7545 | 0.0041 | 0.1762 | 0.7145 | 0.1762 |
| 0.7365 | 9.5523 | 97300 | 0.7450 | 0.0041 | 0.1754 | 0.7168 | 0.1754 |
| 0.6856 | 9.5621 | 97400 | 0.7540 | 0.0041 | 0.1754 | 0.7136 | 0.1754 |
| 0.7164 | 9.5720 | 97500 | 0.7476 | 0.0041 | 0.1801 | 0.7160 | 0.1801 |
| 0.7186 | 9.5818 | 97600 | 0.7402 | 0.0041 | 0.1788 | 0.7172 | 0.1788 |
| 0.7514 | 9.5916 | 97700 | 0.7488 | 0.0041 | 0.1763 | 0.7145 | 0.1763 |
| 0.7375 | 9.6014 | 97800 | 0.7490 | 0.0041 | 0.1772 | 0.7141 | 0.1772 |
| 0.723 | 9.6112 | 97900 | 0.7444 | 0.0041 | 0.1807 | 0.7186 | 0.1807 |
| 0.7436 | 9.6210 | 98000 | 0.7506 | 0.0041 | 0.1790 | 0.7152 | 0.1790 |
| 0.681 | 9.6309 | 98100 | 0.7413 | 0.0041 | 0.1800 | 0.7182 | 0.1800 |
| 0.7094 | 9.6407 | 98200 | 0.7324 | 0.0041 | 0.1883 | 0.7221 | 0.1883 |
| 0.7416 | 9.6505 | 98300 | 0.7496 | 0.0041 | 0.1730 | 0.7151 | 0.1730 |
| 0.6848 | 9.6603 | 98400 | 0.7443 | 0.0041 | 0.1803 | 0.7163 | 0.1803 |
| 0.7476 | 9.6701 | 98500 | 0.7356 | 0.0041 | 0.1834 | 0.7209 | 0.1834 |
| 0.7321 | 9.6800 | 98600 | 0.7389 | 0.0041 | 0.1780 | 0.7185 | 0.1780 |
| 0.7455 | 9.6898 | 98700 | 0.7639 | 0.0041 | 0.1686 | 0.7116 | 0.1686 |
| 0.7633 | 9.6996 | 98800 | 0.7628 | 0.0041 | 0.1704 | 0.7102 | 0.1704 |
| 0.675 | 9.7094 | 98900 | 0.7433 | 0.0041 | 0.1757 | 0.7181 | 0.1757 |
| 0.7762 | 9.7192 | 99000 | 0.7420 | 0.0041 | 0.1813 | 0.7171 | 0.1813 |
| 0.7772 | 9.7290 | 99100 | 0.7479 | 0.0041 | 0.1766 | 0.7170 | 0.1766 |
| 0.7579 | 9.7389 | 99200 | 0.7582 | 0.0041 | 0.1698 | 0.7115 | 0.1698 |
| 0.7579 | 9.7487 | 99300 | 0.7289 | 0.0041 | 0.1831 | 0.7201 | 0.1831 |
| 0.7347 | 9.7585 | 99400 | 0.7476 | 0.0041 | 0.1797 | 0.7162 | 0.1797 |
| 0.747 | 9.7683 | 99500 | 0.7376 | 0.0041 | 0.1775 | 0.7187 | 0.1775 |
| 0.774 | 9.7781 | 99600 | 0.7303 | 0.0041 | 0.1833 | 0.7219 | 0.1833 |
| 0.6644 | 9.7879 | 99700 | 0.7450 | 0.0041 | 0.1789 | 0.7188 | 0.1789 |
| 0.759 | 9.7978 | 99800 | 0.7600 | 0.0041 | 0.1682 | 0.7100 | 0.1682 |
| 0.7702 | 9.8076 | 99900 | 0.7561 | 0.0041 | 0.1718 | 0.7128 | 0.1718 |
| 0.7334 | 9.8174 | 100000 | 0.7376 | 0.0041 | 0.1813 | 0.7196 | 0.1813 |
| 0.7318 | 9.8272 | 100100 | 0.7337 | 0.0041 | 0.1803 | 0.7200 | 0.1803 |
| 0.7653 | 9.8370 | 100200 | 0.7373 | 0.0041 | 0.1841 | 0.7194 | 0.1841 |
| 0.6977 | 9.8468 | 100300 | 0.7418 | 0.0041 | 0.1793 | 0.7197 | 0.1793 |
| 0.7589 | 9.8567 | 100400 | 0.7367 | 0.0041 | 0.1788 | 0.7201 | 0.1788 |
| 0.7549 | 9.8665 | 100500 | 0.7301 | 0.0041 | 0.1841 | 0.7241 | 0.1841 |
| 0.7096 | 9.8763 | 100600 | 0.7358 | 0.0041 | 0.1882 | 0.7224 | 0.1882 |
| 0.7382 | 9.8861 | 100700 | 0.7298 | 0.0041 | 0.1784 | 0.7218 | 0.1784 |
| 0.7261 | 9.8959 | 100800 | 0.7346 | 0.0041 | 0.1853 | 0.7191 | 0.1853 |
| 0.7237 | 9.9058 | 100900 | 0.7280 | 0.0041 | 0.1824 | 0.7224 | 0.1824 |
| 0.7137 | 9.9156 | 101000 | 0.7295 | 0.0041 | 0.1848 | 0.7237 | 0.1848 |
| 0.7208 | 9.9254 | 101100 | 0.7323 | 0.0041 | 0.1791 | 0.7225 | 0.1791 |
| 0.7286 | 9.9352 | 101200 | 0.7303 | 0.0041 | 0.1816 | 0.7211 | 0.1816 |
| 0.7025 | 9.9450 | 101300 | 0.7309 | 0.0041 | 0.1851 | 0.7204 | 0.1851 |
| 0.7246 | 9.9548 | 101400 | 0.7235 | 0.0041 | 0.1917 | 0.7269 | 0.1917 |
| 0.7124 | 9.9647 | 101500 | 0.7324 | 0.0041 | 0.1785 | 0.7192 | 0.1785 |
| 0.755 | 9.9745 | 101600 | 0.7546 | 0.0041 | 0.1605 | 0.7121 | 0.1605 |
| 0.7785 | 9.9843 | 101700 | 0.7552 | 0.0041 | 0.1763 | 0.7146 | 0.1763 |
| 0.743 | 9.9941 | 101800 | 0.7395 | 0.0041 | 0.1813 | 0.7192 | 0.1813 |
| 0.7071 | 10.0039 | 101900 | 0.7221 | 0.0041 | 0.1858 | 0.7262 | 0.1858 |
| 0.65 | 10.0137 | 102000 | 0.7375 | 0.0041 | 0.1789 | 0.7173 | 0.1789 |
| 0.7057 | 10.0236 | 102100 | 0.7345 | 0.0041 | 0.1813 | 0.7211 | 0.1813 |
| 0.721 | 10.0334 | 102200 | 0.7325 | 0.0041 | 0.1802 | 0.7220 | 0.1802 |
| 0.7317 | 10.0432 | 102300 | 0.7261 | 0.0041 | 0.1776 | 0.7237 | 0.1776 |
| 0.7253 | 10.0530 | 102400 | 0.7453 | 0.0041 | 0.1743 | 0.7172 | 0.1743 |
| 0.7297 | 10.0628 | 102500 | 0.7325 | 0.0041 | 0.1787 | 0.7218 | 0.1787 |
| 0.7354 | 10.0726 | 102600 | 0.7322 | 0.0041 | 0.1805 | 0.7214 | 0.1805 |
| 0.7108 | 10.0825 | 102700 | 0.7275 | 0.0041 | 0.1851 | 0.7224 | 0.1851 |
| 0.6911 | 10.0923 | 102800 | 0.7246 | 0.0041 | 0.1889 | 0.7238 | 0.1889 |
| 0.7525 | 10.1021 | 102900 | 0.7265 | 0.0041 | 0.1833 | 0.7234 | 0.1833 |
| 0.7017 | 10.1119 | 103000 | 0.7281 | 0.0041 | 0.1811 | 0.7212 | 0.1811 |
| 0.7936 | 10.1217 | 103100 | 0.7263 | 0.0041 | 0.1748 | 0.7196 | 0.1748 |
| 0.6547 | 10.1316 | 103200 | 0.7358 | 0.0041 | 0.1860 | 0.7209 | 0.1860 |
| 0.755 | 10.1414 | 103300 | 0.7360 | 0.0041 | 0.1796 | 0.7187 | 0.1796 |
| 0.7253 | 10.1512 | 103400 | 0.7345 | 0.0041 | 0.1761 | 0.7212 | 0.1761 |
| 0.7669 | 10.1610 | 103500 | 0.7392 | 0.0041 | 0.1740 | 0.7193 | 0.1740 |
| 0.6873 | 10.1708 | 103600 | 0.7353 | 0.0041 | 0.1800 | 0.7181 | 0.1800 |
| 0.6431 | 10.1806 | 103700 | 0.7204 | 0.0041 | 0.1896 | 0.7259 | 0.1896 |
| 0.6987 | 10.1905 | 103800 | 0.7294 | 0.0041 | 0.1820 | 0.7226 | 0.1820 |
| 0.7265 | 10.2003 | 103900 | 0.7434 | 0.0041 | 0.1771 | 0.7179 | 0.1771 |
| 0.7308 | 10.2101 | 104000 | 0.7376 | 0.0041 | 0.1837 | 0.7200 | 0.1837 |
| 0.6754 | 10.2199 | 104100 | 0.7287 | 0.0041 | 0.1831 | 0.7236 | 0.1831 |
| 0.6862 | 10.2297 | 104200 | 0.7254 | 0.0041 | 0.1876 | 0.7252 | 0.1876 |
| 0.7005 | 10.2395 | 104300 | 0.7205 | 0.0041 | 0.1831 | 0.7251 | 0.1831 |
| 0.7648 | 10.2494 | 104400 | 0.7201 | 0.0041 | 0.1837 | 0.7256 | 0.1837 |
| 0.7592 | 10.2592 | 104500 | 0.7506 | 0.0041 | 0.1767 | 0.7161 | 0.1767 |
| 0.7223 | 10.2690 | 104600 | 0.7167 | 0.0041 | 0.1839 | 0.7254 | 0.1839 |
| 0.7215 | 10.2788 | 104700 | 0.7291 | 0.0041 | 0.1817 | 0.7208 | 0.1817 |
| 0.6894 | 10.2886 | 104800 | 0.7278 | 0.0041 | 0.1827 | 0.7227 | 0.1827 |
| 0.7527 | 10.2984 | 104900 | 0.7258 | 0.0041 | 0.1842 | 0.7244 | 0.1842 |
| 0.683 | 10.3083 | 105000 | 0.7240 | 0.0041 | 0.1879 | 0.7249 | 0.1879 |
| 0.7061 | 10.3181 | 105100 | 0.7452 | 0.0041 | 0.1767 | 0.7162 | 0.1767 |
| 0.723 | 10.3279 | 105200 | 0.7399 | 0.0041 | 0.1825 | 0.7196 | 0.1825 |
| 0.7138 | 10.3377 | 105300 | 0.7327 | 0.0041 | 0.1758 | 0.7203 | 0.1758 |
| 0.6949 | 10.3475 | 105400 | 0.7231 | 0.0041 | 0.1916 | 0.7244 | 0.1916 |
| 0.6545 | 10.3574 | 105500 | 0.7253 | 0.0041 | 0.1816 | 0.7234 | 0.1816 |
| 0.702 | 10.3672 | 105600 | 0.7221 | 0.0041 | 0.1843 | 0.7259 | 0.1843 |
| 0.7152 | 10.3770 | 105700 | 0.7238 | 0.0041 | 0.1845 | 0.7238 | 0.1845 |
| 0.6928 | 10.3868 | 105800 | 0.7214 | 0.0041 | 0.1830 | 0.7243 | 0.1830 |
| 0.7131 | 10.3966 | 105900 | 0.7161 | 0.0041 | 0.1850 | 0.7272 | 0.1850 |
| 0.715 | 10.4064 | 106000 | 0.7210 | 0.0041 | 0.1865 | 0.7261 | 0.1865 |
| 0.7191 | 10.4163 | 106100 | 0.7165 | 0.0041 | 0.1767 | 0.7258 | 0.1767 |
| 0.713 | 10.4261 | 106200 | 0.7309 | 0.0041 | 0.1829 | 0.7220 | 0.1829 |
| 0.6968 | 10.4359 | 106300 | 0.7147 | 0.0041 | 0.1840 | 0.7251 | 0.1840 |
| 0.6431 | 10.4457 | 106400 | 0.7210 | 0.0041 | 0.1861 | 0.7253 | 0.1861 |
| 0.7327 | 10.4555 | 106500 | 0.7426 | 0.0041 | 0.1731 | 0.7158 | 0.1731 |
| 0.7201 | 10.4653 | 106600 | 0.7345 | 0.0041 | 0.1813 | 0.7197 | 0.1813 |
| 0.7279 | 10.4752 | 106700 | 0.7192 | 0.0041 | 0.1780 | 0.7248 | 0.1780 |
| 0.6985 | 10.4850 | 106800 | 0.7163 | 0.0041 | 0.1854 | 0.7259 | 0.1854 |
| 0.7126 | 10.4948 | 106900 | 0.7335 | 0.0041 | 0.1800 | 0.7210 | 0.1800 |
| 0.7204 | 10.5046 | 107000 | 0.7139 | 0.0041 | 0.1877 | 0.7277 | 0.1877 |
| 0.6249 | 10.5144 | 107100 | 0.7147 | 0.0041 | 0.1871 | 0.7255 | 0.1871 |
| 0.7816 | 10.5242 | 107200 | 0.7262 | 0.0041 | 0.1833 | 0.7211 | 0.1833 |
| 0.6408 | 10.5341 | 107300 | 0.7316 | 0.0041 | 0.1857 | 0.7223 | 0.1857 |
| 0.7406 | 10.5439 | 107400 | 0.7021 | 0.0041 | 0.1949 | 0.7301 | 0.1949 |
| 0.7158 | 10.5537 | 107500 | 0.7193 | 0.0041 | 0.1895 | 0.7262 | 0.1895 |
| 0.708 | 10.5635 | 107600 | 0.7314 | 0.0041 | 0.1864 | 0.7233 | 0.1864 |
| 0.7398 | 10.5733 | 107700 | 0.7198 | 0.0041 | 0.1854 | 0.7249 | 0.1854 |
| 0.692 | 10.5832 | 107800 | 0.7174 | 0.0041 | 0.1837 | 0.7259 | 0.1837 |
| 0.7154 | 10.5930 | 107900 | 0.7035 | 0.0041 | 0.1951 | 0.7310 | 0.1951 |
| 0.6437 | 10.6028 | 108000 | 0.7146 | 0.0041 | 0.1928 | 0.7282 | 0.1928 |
| 0.7419 | 10.6126 | 108100 | 0.7168 | 0.0041 | 0.1852 | 0.7268 | 0.1852 |
| 0.6606 | 10.6224 | 108200 | 0.7082 | 0.0041 | 0.1944 | 0.7299 | 0.1944 |
| 0.7043 | 10.6322 | 108300 | 0.7302 | 0.0041 | 0.1798 | 0.7216 | 0.1798 |
| 0.723 | 10.6421 | 108400 | 0.7472 | 0.0041 | 0.1805 | 0.7161 | 0.1805 |
| 0.7232 | 10.6519 | 108500 | 0.7285 | 0.0041 | 0.1801 | 0.7234 | 0.1801 |
| 0.7005 | 10.6617 | 108600 | 0.7120 | 0.0041 | 0.1867 | 0.7273 | 0.1867 |
| 0.6653 | 10.6715 | 108700 | 0.7201 | 0.0041 | 0.1831 | 0.7246 | 0.1831 |
| 0.7233 | 10.6813 | 108800 | 0.7197 | 0.0041 | 0.1855 | 0.7255 | 0.1855 |
| 0.7136 | 10.6911 | 108900 | 0.7269 | 0.0041 | 0.1832 | 0.7227 | 0.1832 |
| 0.7132 | 10.7010 | 109000 | 0.7230 | 0.0041 | 0.1832 | 0.7243 | 0.1832 |
| 0.7079 | 10.7108 | 109100 | 0.7112 | 0.0041 | 0.1898 | 0.7289 | 0.1898 |
| 0.7171 | 10.7206 | 109200 | 0.7147 | 0.0041 | 0.1885 | 0.7281 | 0.1885 |
| 0.6784 | 10.7304 | 109300 | 0.7248 | 0.0041 | 0.1839 | 0.7216 | 0.1839 |
| 0.7431 | 10.7402 | 109400 | 0.7392 | 0.0041 | 0.1769 | 0.7172 | 0.1769 |
| 0.6785 | 10.7500 | 109500 | 0.7146 | 0.0041 | 0.1885 | 0.7274 | 0.1885 |
| 0.7456 | 10.7599 | 109600 | 0.7181 | 0.0041 | 0.1813 | 0.7251 | 0.1813 |
| 0.6937 | 10.7697 | 109700 | 0.7206 | 0.0041 | 0.1840 | 0.7250 | 0.1840 |
| 0.7485 | 10.7795 | 109800 | 0.7314 | 0.0041 | 0.1781 | 0.7199 | 0.1781 |
| 0.71 | 10.7893 | 109900 | 0.7049 | 0.0041 | 0.1903 | 0.7295 | 0.1903 |
| 0.7162 | 10.7991 | 110000 | 0.7062 | 0.0041 | 0.1927 | 0.7292 | 0.1927 |
| 0.7182 | 10.8090 | 110100 | 0.7250 | 0.0041 | 0.1807 | 0.7214 | 0.1807 |
| 0.7008 | 10.8188 | 110200 | 0.7244 | 0.0041 | 0.1813 | 0.7217 | 0.1813 |
| 0.691 | 10.8286 | 110300 | 0.7071 | 0.0041 | 0.1862 | 0.7294 | 0.1862 |
| 0.7167 | 10.8384 | 110400 | 0.7168 | 0.0041 | 0.1846 | 0.7269 | 0.1846 |
| 0.7103 | 10.8482 | 110500 | 0.7211 | 0.0041 | 0.1840 | 0.7237 | 0.1840 |
| 0.7536 | 10.8580 | 110600 | 0.7142 | 0.0041 | 0.1850 | 0.7287 | 0.1850 |
| 0.6848 | 10.8679 | 110700 | 0.7198 | 0.0041 | 0.1845 | 0.7251 | 0.1845 |
| 0.6634 | 10.8777 | 110800 | 0.7233 | 0.0041 | 0.1863 | 0.7245 | 0.1863 |
| 0.7029 | 10.8875 | 110900 | 0.7332 | 0.0041 | 0.1811 | 0.7200 | 0.1811 |
| 0.6756 | 10.8973 | 111000 | 0.7150 | 0.0041 | 0.1866 | 0.7250 | 0.1866 |
| 0.6276 | 10.9071 | 111100 | 0.7148 | 0.0041 | 0.1842 | 0.7254 | 0.1842 |
| 0.7217 | 10.9169 | 111200 | 0.7169 | 0.0041 | 0.1848 | 0.7261 | 0.1848 |
| 0.7294 | 10.9268 | 111300 | 0.7296 | 0.0041 | 0.1836 | 0.7228 | 0.1836 |
| 0.7175 | 10.9366 | 111400 | 0.7120 | 0.0041 | 0.1869 | 0.7269 | 0.1869 |
| 0.7157 | 10.9464 | 111500 | 0.7234 | 0.0041 | 0.1858 | 0.7253 | 0.1858 |
| 0.7071 | 10.9562 | 111600 | 0.7108 | 0.0041 | 0.1860 | 0.7262 | 0.1860 |
| 0.6869 | 10.9660 | 111700 | 0.7249 | 0.0041 | 0.1824 | 0.7237 | 0.1824 |
| 0.7237 | 10.9758 | 111800 | 0.7200 | 0.0041 | 0.1825 | 0.7240 | 0.1825 |
| 0.68 | 10.9857 | 111900 | 0.7138 | 0.0041 | 0.1869 | 0.7276 | 0.1869 |
| 0.6871 | 10.9955 | 112000 | 0.7222 | 0.0041 | 0.1784 | 0.7241 | 0.1784 |
| 0.7326 | 11.0053 | 112100 | 0.7322 | 0.0041 | 0.1803 | 0.7201 | 0.1803 |
| 0.6833 | 11.0151 | 112200 | 0.7074 | 0.0041 | 0.1863 | 0.7280 | 0.1863 |
| 0.6508 | 11.0249 | 112300 | 0.7029 | 0.0041 | 0.1882 | 0.7292 | 0.1882 |
| 0.6822 | 11.0348 | 112400 | 0.6938 | 0.0041 | 0.2026 | 0.7352 | 0.2026 |
| 0.7085 | 11.0446 | 112500 | 0.7068 | 0.0041 | 0.1920 | 0.7316 | 0.1920 |
| 0.6966 | 11.0544 | 112600 | 0.7091 | 0.0041 | 0.1931 | 0.7277 | 0.1931 |
| 0.673 | 11.0642 | 112700 | 0.7141 | 0.0041 | 0.1820 | 0.7251 | 0.1820 |
| 0.6857 | 11.0740 | 112800 | 0.7086 | 0.0041 | 0.1887 | 0.7293 | 0.1887 |
| 0.6631 | 11.0838 | 112900 | 0.7098 | 0.0041 | 0.1887 | 0.7288 | 0.1887 |
| 0.6915 | 11.0937 | 113000 | 0.7042 | 0.0041 | 0.1894 | 0.7297 | 0.1894 |
| 0.6427 | 11.1035 | 113100 | 0.7102 | 0.0041 | 0.1874 | 0.7299 | 0.1874 |
| 0.6819 | 11.1133 | 113200 | 0.7093 | 0.0041 | 0.1900 | 0.7300 | 0.1900 |
| 0.7058 | 11.1231 | 113300 | 0.7084 | 0.0041 | 0.1905 | 0.7307 | 0.1905 |
| 0.7106 | 11.1329 | 113400 | 0.6982 | 0.0041 | 0.1927 | 0.7325 | 0.1927 |
| 0.7075 | 11.1427 | 113500 | 0.7090 | 0.0041 | 0.1865 | 0.7271 | 0.1865 |
| 0.7454 | 11.1526 | 113600 | 0.7150 | 0.0041 | 0.1925 | 0.7279 | 0.1925 |
| 0.7223 | 11.1624 | 113700 | 0.7199 | 0.0041 | 0.1852 | 0.7263 | 0.1852 |
| 0.7569 | 11.1722 | 113800 | 0.7156 | 0.0041 | 0.1851 | 0.7243 | 0.1851 |
| 0.7004 | 11.1820 | 113900 | 0.7188 | 0.0041 | 0.1843 | 0.7248 | 0.1843 |
| 0.6701 | 11.1918 | 114000 | 0.7121 | 0.0041 | 0.1925 | 0.7280 | 0.1925 |
| 0.6904 | 11.2016 | 114100 | 0.7161 | 0.0041 | 0.1888 | 0.7261 | 0.1888 |
| 0.7142 | 11.2115 | 114200 | 0.7153 | 0.0041 | 0.1832 | 0.7265 | 0.1832 |
| 0.7883 | 11.2213 | 114300 | 0.7159 | 0.0041 | 0.1862 | 0.7274 | 0.1862 |
| 0.6543 | 11.2311 | 114400 | 0.7094 | 0.0041 | 0.1936 | 0.7299 | 0.1936 |
| 0.7763 | 11.2409 | 114500 | 0.7181 | 0.0041 | 0.1855 | 0.7252 | 0.1855 |
| 0.6749 | 11.2507 | 114600 | 0.7104 | 0.0041 | 0.1879 | 0.7287 | 0.1879 |
| 0.6942 | 11.2606 | 114700 | 0.7064 | 0.0041 | 0.1903 | 0.7305 | 0.1903 |
| 0.7173 | 11.2704 | 114800 | 0.7291 | 0.0041 | 0.1710 | 0.7217 | 0.1710 |
| 0.6492 | 11.2802 | 114900 | 0.7092 | 0.0041 | 0.1887 | 0.7293 | 0.1887 |
| 0.6882 | 11.2900 | 115000 | 0.7226 | 0.0041 | 0.1801 | 0.7239 | 0.1801 |
| 0.6492 | 11.2998 | 115100 | 0.7048 | 0.0041 | 0.1876 | 0.7293 | 0.1876 |
| 0.6856 | 11.3096 | 115200 | 0.7135 | 0.0041 | 0.1888 | 0.7273 | 0.1888 |
| 0.67 | 11.3195 | 115300 | 0.7082 | 0.0041 | 0.1868 | 0.7296 | 0.1868 |
| 0.7086 | 11.3293 | 115400 | 0.7020 | 0.0041 | 0.1935 | 0.7310 | 0.1935 |
| 0.7302 | 11.3391 | 115500 | 0.7053 | 0.0041 | 0.1924 | 0.7291 | 0.1924 |
| 0.7206 | 11.3489 | 115600 | 0.6998 | 0.0041 | 0.1912 | 0.7325 | 0.1912 |
| 0.7457 | 11.3587 | 115700 | 0.7047 | 0.0041 | 0.1819 | 0.7275 | 0.1819 |
| 0.6872 | 11.3685 | 115800 | 0.7228 | 0.0041 | 0.1892 | 0.7252 | 0.1892 |
| 0.7404 | 11.3784 | 115900 | 0.7048 | 0.0041 | 0.1900 | 0.7310 | 0.1900 |
| 0.7059 | 11.3882 | 116000 | 0.7036 | 0.0041 | 0.1912 | 0.7311 | 0.1912 |
| 0.6932 | 11.3980 | 116100 | 0.7063 | 0.0041 | 0.1840 | 0.7277 | 0.1840 |
| 0.6733 | 11.4078 | 116200 | 0.6987 | 0.0041 | 0.1961 | 0.7325 | 0.1961 |
| 0.7251 | 11.4176 | 116300 | 0.7148 | 0.0041 | 0.1867 | 0.7264 | 0.1867 |
| 0.7063 | 11.4274 | 116400 | 0.6992 | 0.0041 | 0.1927 | 0.7322 | 0.1927 |
| 0.6772 | 11.4373 | 116500 | 0.6953 | 0.0041 | 0.1978 | 0.7339 | 0.1978 |
| 0.7554 | 11.4471 | 116600 | 0.7102 | 0.0041 | 0.1869 | 0.7275 | 0.1869 |
| 0.6641 | 11.4569 | 116700 | 0.7035 | 0.0041 | 0.1964 | 0.7323 | 0.1964 |
| 0.6581 | 11.4667 | 116800 | 0.7022 | 0.0041 | 0.1915 | 0.7305 | 0.1915 |
| 0.6962 | 11.4765 | 116900 | 0.6970 | 0.0041 | 0.1951 | 0.7326 | 0.1951 |
| 0.7232 | 11.4864 | 117000 | 0.7143 | 0.0041 | 0.1871 | 0.7267 | 0.1871 |
| 0.688 | 11.4962 | 117100 | 0.7059 | 0.0041 | 0.1916 | 0.7284 | 0.1916 |
| 0.7305 | 11.5060 | 117200 | 0.7085 | 0.0041 | 0.1882 | 0.7283 | 0.1882 |
| 0.6923 | 11.5158 | 117300 | 0.7260 | 0.0041 | 0.1803 | 0.7216 | 0.1803 |
| 0.735 | 11.5256 | 117400 | 0.7101 | 0.0041 | 0.1847 | 0.7281 | 0.1847 |
| 0.7461 | 11.5354 | 117500 | 0.7077 | 0.0041 | 0.1820 | 0.7276 | 0.1820 |
| 0.6982 | 11.5453 | 117600 | 0.7072 | 0.0041 | 0.1838 | 0.7282 | 0.1838 |
| 0.6852 | 11.5551 | 117700 | 0.7044 | 0.0041 | 0.1880 | 0.7305 | 0.1880 |
| 0.6496 | 11.5649 | 117800 | 0.7131 | 0.0041 | 0.1871 | 0.7275 | 0.1871 |
| 0.7583 | 11.5747 | 117900 | 0.7082 | 0.0041 | 0.1881 | 0.7285 | 0.1881 |
| 0.6864 | 11.5845 | 118000 | 0.7135 | 0.0041 | 0.1902 | 0.7278 | 0.1902 |
| 0.6263 | 11.5943 | 118100 | 0.7040 | 0.0041 | 0.1953 | 0.7320 | 0.1953 |
| 0.6724 | 11.6042 | 118200 | 0.7101 | 0.0041 | 0.1907 | 0.7293 | 0.1907 |
| 0.7103 | 11.6140 | 118300 | 0.7178 | 0.0041 | 0.1911 | 0.7271 | 0.1911 |
| 0.6393 | 11.6238 | 118400 | 0.6976 | 0.0041 | 0.1949 | 0.7306 | 0.1949 |
| 0.669 | 11.6336 | 118500 | 0.7062 | 0.0041 | 0.1906 | 0.7309 | 0.1906 |
| 0.6936 | 11.6434 | 118600 | 0.6992 | 0.0041 | 0.1882 | 0.7336 | 0.1882 |
| 0.6846 | 11.6532 | 118700 | 0.7069 | 0.0041 | 0.1883 | 0.7303 | 0.1883 |
| 0.7165 | 11.6631 | 118800 | 0.7153 | 0.0041 | 0.1816 | 0.7255 | 0.1816 |
| 0.754 | 11.6729 | 118900 | 0.7145 | 0.0041 | 0.1816 | 0.7250 | 0.1816 |
| 0.7882 | 11.6827 | 119000 | 0.7248 | 0.0041 | 0.1809 | 0.7231 | 0.1809 |
| 0.7667 | 11.6925 | 119100 | 0.7124 | 0.0041 | 0.1842 | 0.7260 | 0.1842 |
| 0.6653 | 11.7023 | 119200 | 0.7062 | 0.0041 | 0.1873 | 0.7295 | 0.1873 |
| 0.7025 | 11.7122 | 119300 | 0.7026 | 0.0041 | 0.1889 | 0.7304 | 0.1889 |
| 0.6376 | 11.7220 | 119400 | 0.7010 | 0.0041 | 0.1916 | 0.7311 | 0.1916 |
| 0.6239 | 11.7318 | 119500 | 0.6975 | 0.0041 | 0.1924 | 0.7329 | 0.1924 |
| 0.6885 | 11.7416 | 119600 | 0.7015 | 0.0041 | 0.1907 | 0.7306 | 0.1907 |
| 0.6947 | 11.7514 | 119700 | 0.7039 | 0.0041 | 0.1949 | 0.7290 | 0.1949 |
| 0.7195 | 11.7612 | 119800 | 0.7081 | 0.0041 | 0.1887 | 0.7272 | 0.1887 |
| 0.779 | 11.7711 | 119900 | 0.7120 | 0.0041 | 0.1882 | 0.7272 | 0.1882 |
| 0.687 | 11.7809 | 120000 | 0.6936 | 0.0041 | 0.1932 | 0.7343 | 0.1932 |
| 0.6675 | 11.7907 | 120100 | 0.7005 | 0.0041 | 0.1929 | 0.7320 | 0.1929 |
| 0.6382 | 11.8005 | 120200 | 0.7085 | 0.0041 | 0.1845 | 0.7282 | 0.1845 |
| 0.6957 | 11.8103 | 120300 | 0.7176 | 0.0041 | 0.1820 | 0.7250 | 0.1820 |
| 0.6856 | 11.8201 | 120400 | 0.6930 | 0.0041 | 0.1963 | 0.7340 | 0.1963 |
| 0.7443 | 11.8300 | 120500 | 0.7081 | 0.0041 | 0.1933 | 0.7308 | 0.1933 |
| 0.6837 | 11.8398 | 120600 | 0.6952 | 0.0041 | 0.1941 | 0.7321 | 0.1941 |
| 0.6429 | 11.8496 | 120700 | 0.6974 | 0.0041 | 0.2006 | 0.7336 | 0.2006 |
| 0.7586 | 11.8594 | 120800 | 0.7077 | 0.0041 | 0.1913 | 0.7278 | 0.1913 |
| 0.7344 | 11.8692 | 120900 | 0.7038 | 0.0041 | 0.1943 | 0.7307 | 0.1943 |
| 0.6972 | 11.8790 | 121000 | 0.6962 | 0.0041 | 0.1911 | 0.7336 | 0.1911 |
| 0.7409 | 11.8889 | 121100 | 0.7008 | 0.0041 | 0.1886 | 0.7309 | 0.1886 |
| 0.7014 | 11.8987 | 121200 | 0.7066 | 0.0041 | 0.1956 | 0.7308 | 0.1956 |
| 0.6469 | 11.9085 | 121300 | 0.7048 | 0.0041 | 0.1866 | 0.7305 | 0.1866 |
| 0.6832 | 11.9183 | 121400 | 0.7049 | 0.0041 | 0.1896 | 0.7295 | 0.1896 |
| 0.7224 | 11.9281 | 121500 | 0.6979 | 0.0041 | 0.1920 | 0.7303 | 0.1920 |
| 0.6636 | 11.9380 | 121600 | 0.6975 | 0.0041 | 0.1944 | 0.7327 | 0.1944 |
| 0.6976 | 11.9478 | 121700 | 0.7075 | 0.0041 | 0.1923 | 0.7295 | 0.1923 |
| 0.7231 | 11.9576 | 121800 | 0.7071 | 0.0041 | 0.1899 | 0.7290 | 0.1899 |
| 0.6931 | 11.9674 | 121900 | 0.7002 | 0.0041 | 0.1870 | 0.7292 | 0.1870 |
| 0.707 | 11.9772 | 122000 | 0.7052 | 0.0041 | 0.1906 | 0.7292 | 0.1906 |
| 0.7415 | 11.9870 | 122100 | 0.7095 | 0.0041 | 0.1897 | 0.7299 | 0.1897 |
| 0.6895 | 11.9969 | 122200 | 0.6993 | 0.0041 | 0.1929 | 0.7317 | 0.1929 |
| 0.6949 | 12.0067 | 122300 | 0.7042 | 0.0041 | 0.1994 | 0.7312 | 0.1994 |
| 0.6485 | 12.0165 | 122400 | 0.6970 | 0.0041 | 0.1896 | 0.7327 | 0.1896 |
| 0.6853 | 12.0263 | 122500 | 0.7105 | 0.0041 | 0.1882 | 0.7292 | 0.1882 |
Framework versions
- PEFT 0.15.2
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 3.5.0
- Tokenizers 0.21.1
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