wy1cr4xb_20250705_171127
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: 0.5345
- Model Preparation Time: 0.0074
- Move Accuracy: 0.3170
- Token Accuracy: 0.7950
- Accuracy: 0.3170
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: 0.0005
- 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 | 0.0074 | 0.0 | 0.0000 | 0.0 |
| 8.2631 | 0.0098 | 100 | 8.1430 | 0.0074 | 0.0 | 0.1994 | 0.0 |
| 2.1627 | 0.0196 | 200 | 2.1372 | 0.0074 | 0.0 | 0.3091 | 0.0 |
| 1.6143 | 0.0295 | 300 | 1.6504 | 0.0074 | 0.0020 | 0.3739 | 0.0020 |
| 1.5373 | 0.0393 | 400 | 1.5733 | 0.0074 | 0.0029 | 0.3984 | 0.0029 |
| 1.4627 | 0.0491 | 500 | 1.4911 | 0.0074 | 0.0030 | 0.4266 | 0.0030 |
| 1.3952 | 0.0589 | 600 | 1.4424 | 0.0074 | 0.0061 | 0.4395 | 0.0061 |
| 1.4298 | 0.0687 | 700 | 1.4256 | 0.0074 | 0.0063 | 0.4528 | 0.0063 |
| 1.4682 | 0.0785 | 800 | 1.3941 | 0.0074 | 0.0109 | 0.4692 | 0.0109 |
| 1.3529 | 0.0884 | 900 | 1.3827 | 0.0074 | 0.0181 | 0.4700 | 0.0181 |
| 1.425 | 0.0982 | 1000 | 1.3951 | 0.0074 | 0.0079 | 0.4662 | 0.0079 |
| 1.3562 | 0.1080 | 1100 | 1.3740 | 0.0074 | 0.0146 | 0.4736 | 0.0146 |
| 1.3396 | 0.1178 | 1200 | 1.3635 | 0.0074 | 0.0132 | 0.4727 | 0.0132 |
| 1.338 | 0.1276 | 1300 | 1.3594 | 0.0074 | 0.0134 | 0.4804 | 0.0134 |
| 1.3728 | 0.1374 | 1400 | 1.3332 | 0.0074 | 0.0224 | 0.4966 | 0.0224 |
| 1.3 | 0.1473 | 1500 | 1.3214 | 0.0074 | 0.0260 | 0.5004 | 0.0260 |
| 1.3045 | 0.1571 | 1600 | 1.3040 | 0.0074 | 0.0269 | 0.5088 | 0.0269 |
| 1.2828 | 0.1669 | 1700 | 1.2979 | 0.0074 | 0.0220 | 0.5059 | 0.0220 |
| 1.3305 | 0.1767 | 1800 | 1.2984 | 0.0074 | 0.0276 | 0.5083 | 0.0276 |
| 1.2329 | 0.1865 | 1900 | 1.2832 | 0.0074 | 0.0298 | 0.5135 | 0.0298 |
| 1.2392 | 0.1963 | 2000 | 1.2836 | 0.0074 | 0.0320 | 0.5121 | 0.0320 |
| 1.2693 | 0.2062 | 2100 | 1.2662 | 0.0074 | 0.0317 | 0.5176 | 0.0317 |
| 1.2313 | 0.2160 | 2200 | 1.2579 | 0.0074 | 0.0356 | 0.5217 | 0.0356 |
| 1.2614 | 0.2258 | 2300 | 1.2600 | 0.0074 | 0.0301 | 0.5206 | 0.0301 |
| 1.1938 | 0.2356 | 2400 | 1.2457 | 0.0074 | 0.0384 | 0.5259 | 0.0384 |
| 1.1991 | 0.2454 | 2500 | 1.2324 | 0.0074 | 0.0394 | 0.5318 | 0.0394 |
| 1.2438 | 0.2553 | 2600 | 1.2247 | 0.0074 | 0.0421 | 0.5335 | 0.0421 |
| 1.2777 | 0.2651 | 2700 | 1.2164 | 0.0074 | 0.0467 | 0.5390 | 0.0467 |
| 1.1967 | 0.2749 | 2800 | 1.1992 | 0.0074 | 0.0458 | 0.5432 | 0.0458 |
| 1.1835 | 0.2847 | 2900 | 1.1967 | 0.0074 | 0.0463 | 0.5410 | 0.0463 |
| 1.1562 | 0.2945 | 3000 | 1.1803 | 0.0074 | 0.0498 | 0.5504 | 0.0498 |
| 1.1449 | 0.3043 | 3100 | 1.1750 | 0.0074 | 0.0529 | 0.5516 | 0.0529 |
| 1.1407 | 0.3142 | 3200 | 1.1649 | 0.0074 | 0.0581 | 0.5586 | 0.0581 |
| 1.2235 | 0.3240 | 3300 | 1.1596 | 0.0074 | 0.0602 | 0.5605 | 0.0602 |
| 1.1003 | 0.3338 | 3400 | 1.1478 | 0.0074 | 0.0567 | 0.5635 | 0.0567 |
| 1.1097 | 0.3436 | 3500 | 1.1452 | 0.0074 | 0.0587 | 0.5638 | 0.0587 |
| 1.1944 | 0.3534 | 3600 | 1.1437 | 0.0074 | 0.0593 | 0.5672 | 0.0593 |
| 1.1025 | 0.3632 | 3700 | 1.1435 | 0.0074 | 0.0609 | 0.5656 | 0.0609 |
| 1.1517 | 0.3731 | 3800 | 1.1322 | 0.0074 | 0.0625 | 0.5686 | 0.0625 |
| 1.1072 | 0.3829 | 3900 | 1.1209 | 0.0074 | 0.0598 | 0.5739 | 0.0598 |
| 1.1666 | 0.3927 | 4000 | 1.1195 | 0.0074 | 0.0650 | 0.5751 | 0.0650 |
| 1.0936 | 0.4025 | 4100 | 1.1002 | 0.0074 | 0.0685 | 0.5825 | 0.0685 |
| 1.0438 | 0.4123 | 4200 | 1.1065 | 0.0074 | 0.0674 | 0.5777 | 0.0674 |
| 1.1027 | 0.4221 | 4300 | 1.0840 | 0.0074 | 0.0703 | 0.5872 | 0.0703 |
| 1.1392 | 0.4320 | 4400 | 1.0856 | 0.0074 | 0.0735 | 0.5861 | 0.0735 |
| 1.0387 | 0.4418 | 4500 | 1.0820 | 0.0074 | 0.0717 | 0.5855 | 0.0717 |
| 1.0395 | 0.4516 | 4600 | 1.0772 | 0.0074 | 0.0795 | 0.5918 | 0.0795 |
| 1.069 | 0.4614 | 4700 | 1.0662 | 0.0074 | 0.0734 | 0.5947 | 0.0734 |
| 1.0296 | 0.4712 | 4800 | 1.0544 | 0.0074 | 0.0788 | 0.5975 | 0.0788 |
| 1.058 | 0.4811 | 4900 | 1.0545 | 0.0074 | 0.0763 | 0.5965 | 0.0763 |
| 1.0534 | 0.4909 | 5000 | 1.0457 | 0.0074 | 0.0785 | 0.6029 | 0.0785 |
| 1.0555 | 0.5007 | 5100 | 1.0385 | 0.0074 | 0.0785 | 0.6020 | 0.0785 |
| 1.0468 | 0.5105 | 5200 | 1.0386 | 0.0074 | 0.0743 | 0.6036 | 0.0743 |
| 1.0701 | 0.5203 | 5300 | 1.0303 | 0.0074 | 0.0827 | 0.6070 | 0.0827 |
| 1.0256 | 0.5301 | 5400 | 1.0230 | 0.0074 | 0.0848 | 0.6093 | 0.0848 |
| 0.9729 | 0.5400 | 5500 | 1.0140 | 0.0074 | 0.0902 | 0.6143 | 0.0902 |
| 1.035 | 0.5498 | 5600 | 1.0125 | 0.0074 | 0.0812 | 0.6126 | 0.0812 |
| 0.9917 | 0.5596 | 5700 | 1.0065 | 0.0074 | 0.0874 | 0.6164 | 0.0874 |
| 1.0382 | 0.5694 | 5800 | 0.9931 | 0.0074 | 0.0853 | 0.6212 | 0.0853 |
| 1.0057 | 0.5792 | 5900 | 0.9883 | 0.0074 | 0.0942 | 0.6253 | 0.0942 |
| 0.9965 | 0.5890 | 6000 | 0.9943 | 0.0074 | 0.0878 | 0.6222 | 0.0878 |
| 0.9303 | 0.5989 | 6100 | 0.9868 | 0.0074 | 0.0957 | 0.6255 | 0.0957 |
| 0.9782 | 0.6087 | 6200 | 0.9699 | 0.0074 | 0.0978 | 0.6322 | 0.0978 |
| 0.9447 | 0.6185 | 6300 | 0.9631 | 0.0074 | 0.0968 | 0.6346 | 0.0968 |
| 0.913 | 0.6283 | 6400 | 0.9601 | 0.0074 | 0.1000 | 0.6328 | 0.1000 |
| 1.0046 | 0.6381 | 6500 | 0.9648 | 0.0074 | 0.0991 | 0.6337 | 0.0991 |
| 0.9797 | 0.6479 | 6600 | 0.9550 | 0.0074 | 0.1040 | 0.6371 | 0.1040 |
| 0.8848 | 0.6578 | 6700 | 0.9440 | 0.0074 | 0.1062 | 0.6417 | 0.1062 |
| 0.9828 | 0.6676 | 6800 | 0.9375 | 0.0074 | 0.1060 | 0.6428 | 0.1060 |
| 0.9326 | 0.6774 | 6900 | 0.9456 | 0.0074 | 0.1008 | 0.6404 | 0.1008 |
| 0.9157 | 0.6872 | 7000 | 0.9181 | 0.0074 | 0.1105 | 0.6496 | 0.1105 |
| 0.9308 | 0.6970 | 7100 | 0.9173 | 0.0074 | 0.1109 | 0.6506 | 0.1109 |
| 0.8903 | 0.7069 | 7200 | 0.9135 | 0.0074 | 0.1126 | 0.6525 | 0.1126 |
| 0.8858 | 0.7167 | 7300 | 0.9131 | 0.0074 | 0.1152 | 0.6543 | 0.1152 |
| 0.8983 | 0.7265 | 7400 | 0.9147 | 0.0074 | 0.1145 | 0.6526 | 0.1145 |
| 0.8361 | 0.7363 | 7500 | 0.9113 | 0.0074 | 0.1132 | 0.6519 | 0.1132 |
| 0.9209 | 0.7461 | 7600 | 0.8938 | 0.0074 | 0.1185 | 0.6612 | 0.1185 |
| 0.9488 | 0.7559 | 7700 | 0.8956 | 0.0074 | 0.1184 | 0.6613 | 0.1184 |
| 0.8971 | 0.7658 | 7800 | 0.8962 | 0.0074 | 0.1151 | 0.6599 | 0.1151 |
| 0.8741 | 0.7756 | 7900 | 0.8800 | 0.0074 | 0.1238 | 0.6661 | 0.1238 |
| 0.8615 | 0.7854 | 8000 | 0.8830 | 0.0074 | 0.1241 | 0.6645 | 0.1241 |
| 0.8686 | 0.7952 | 8100 | 0.8810 | 0.0074 | 0.1167 | 0.6641 | 0.1167 |
| 0.8958 | 0.8050 | 8200 | 0.8749 | 0.0074 | 0.1187 | 0.6652 | 0.1187 |
| 0.8191 | 0.8148 | 8300 | 0.8760 | 0.0074 | 0.1232 | 0.6673 | 0.1232 |
| 0.8752 | 0.8247 | 8400 | 0.8595 | 0.0074 | 0.1292 | 0.6713 | 0.1292 |
| 0.8581 | 0.8345 | 8500 | 0.8801 | 0.0074 | 0.1197 | 0.6653 | 0.1197 |
| 0.8523 | 0.8443 | 8600 | 0.8619 | 0.0074 | 0.1289 | 0.6722 | 0.1289 |
| 0.8381 | 0.8541 | 8700 | 0.8587 | 0.0074 | 0.1316 | 0.6750 | 0.1316 |
| 0.8854 | 0.8639 | 8800 | 0.8595 | 0.0074 | 0.1236 | 0.6720 | 0.1236 |
| 0.8562 | 0.8737 | 8900 | 0.8485 | 0.0074 | 0.1346 | 0.6774 | 0.1346 |
| 0.8507 | 0.8836 | 9000 | 0.8580 | 0.0074 | 0.1280 | 0.6742 | 0.1280 |
| 0.7999 | 0.8934 | 9100 | 0.8556 | 0.0074 | 0.1372 | 0.6772 | 0.1372 |
| 0.8681 | 0.9032 | 9200 | 0.8440 | 0.0074 | 0.1350 | 0.6807 | 0.1350 |
| 0.8584 | 0.9130 | 9300 | 0.8332 | 0.0074 | 0.1379 | 0.6836 | 0.1379 |
| 0.8125 | 0.9228 | 9400 | 0.8343 | 0.0074 | 0.1380 | 0.6827 | 0.1380 |
| 0.8248 | 0.9327 | 9500 | 0.8344 | 0.0074 | 0.1377 | 0.6833 | 0.1377 |
| 0.8505 | 0.9425 | 9600 | 0.8339 | 0.0074 | 0.1396 | 0.6835 | 0.1396 |
| 0.8778 | 0.9523 | 9700 | 0.8372 | 0.0074 | 0.1375 | 0.6827 | 0.1375 |
| 0.8127 | 0.9621 | 9800 | 0.8367 | 0.0074 | 0.1443 | 0.6834 | 0.1443 |
| 0.8714 | 0.9719 | 9900 | 0.8289 | 0.0074 | 0.1421 | 0.6854 | 0.1421 |
| 0.866 | 0.9817 | 10000 | 0.8317 | 0.0074 | 0.1365 | 0.6849 | 0.1365 |
| 0.7745 | 0.9916 | 10100 | 0.8324 | 0.0074 | 0.1448 | 0.6837 | 0.1448 |
| 0.7526 | 1.0014 | 10200 | 0.8211 | 0.0074 | 0.1457 | 0.6893 | 0.1457 |
| 0.8293 | 1.0112 | 10300 | 0.8252 | 0.0074 | 0.1420 | 0.6858 | 0.1420 |
| 0.841 | 1.0210 | 10400 | 0.8189 | 0.0074 | 0.1457 | 0.6898 | 0.1457 |
| 0.7716 | 1.0308 | 10500 | 0.8106 | 0.0074 | 0.1449 | 0.6921 | 0.1449 |
| 0.8229 | 1.0406 | 10600 | 0.8137 | 0.0074 | 0.1525 | 0.6921 | 0.1525 |
| 0.7982 | 1.0505 | 10700 | 0.8142 | 0.0074 | 0.1473 | 0.6901 | 0.1473 |
| 0.8087 | 1.0603 | 10800 | 0.8164 | 0.0074 | 0.1501 | 0.6920 | 0.1501 |
| 0.8088 | 1.0701 | 10900 | 0.8187 | 0.0074 | 0.1454 | 0.6925 | 0.1454 |
| 0.8291 | 1.0799 | 11000 | 0.8103 | 0.0074 | 0.1517 | 0.6925 | 0.1517 |
| 0.8069 | 1.0897 | 11100 | 0.7990 | 0.0074 | 0.1555 | 0.6973 | 0.1555 |
| 0.829 | 1.0995 | 11200 | 0.7977 | 0.0074 | 0.1564 | 0.6979 | 0.1564 |
| 0.8266 | 1.1094 | 11300 | 0.8005 | 0.0074 | 0.1541 | 0.6978 | 0.1541 |
| 0.7896 | 1.1192 | 11400 | 0.8018 | 0.0074 | 0.1530 | 0.6954 | 0.1530 |
| 0.7747 | 1.1290 | 11500 | 0.8109 | 0.0074 | 0.1533 | 0.6945 | 0.1533 |
| 0.7809 | 1.1388 | 11600 | 0.7889 | 0.0074 | 0.1585 | 0.7003 | 0.1585 |
| 0.8353 | 1.1486 | 11700 | 0.7958 | 0.0074 | 0.1534 | 0.6974 | 0.1534 |
| 0.7737 | 1.1585 | 11800 | 0.7887 | 0.0074 | 0.1615 | 0.7017 | 0.1615 |
| 0.8286 | 1.1683 | 11900 | 0.7856 | 0.0074 | 0.1628 | 0.7023 | 0.1628 |
| 0.7491 | 1.1781 | 12000 | 0.7798 | 0.0074 | 0.1685 | 0.7058 | 0.1685 |
| 0.7517 | 1.1879 | 12100 | 0.8064 | 0.0074 | 0.1543 | 0.6951 | 0.1543 |
| 0.7366 | 1.1977 | 12200 | 0.7863 | 0.0074 | 0.1635 | 0.7007 | 0.1635 |
| 0.7469 | 1.2075 | 12300 | 0.7813 | 0.0074 | 0.1652 | 0.7054 | 0.1652 |
| 0.7562 | 1.2174 | 12400 | 0.7824 | 0.0074 | 0.1637 | 0.7018 | 0.1637 |
| 0.8026 | 1.2272 | 12500 | 0.7781 | 0.0074 | 0.1609 | 0.7041 | 0.1609 |
| 0.7182 | 1.2370 | 12600 | 0.7726 | 0.0074 | 0.1655 | 0.7067 | 0.1655 |
| 0.7631 | 1.2468 | 12700 | 0.7807 | 0.0074 | 0.1660 | 0.7046 | 0.1660 |
| 0.7795 | 1.2566 | 12800 | 0.7750 | 0.0074 | 0.1693 | 0.7068 | 0.1693 |
| 0.7695 | 1.2664 | 12900 | 0.7853 | 0.0074 | 0.1655 | 0.7044 | 0.1655 |
| 0.7753 | 1.2763 | 13000 | 0.7658 | 0.0074 | 0.1730 | 0.7106 | 0.1730 |
| 0.8068 | 1.2861 | 13100 | 0.7680 | 0.0074 | 0.1691 | 0.7100 | 0.1691 |
| 0.7649 | 1.2959 | 13200 | 0.7686 | 0.0074 | 0.1724 | 0.7096 | 0.1724 |
| 0.7479 | 1.3057 | 13300 | 0.7677 | 0.0074 | 0.1677 | 0.7107 | 0.1677 |
| 0.7499 | 1.3155 | 13400 | 0.7774 | 0.0074 | 0.1691 | 0.7062 | 0.1691 |
| 0.7314 | 1.3253 | 13500 | 0.7686 | 0.0074 | 0.1678 | 0.7087 | 0.1678 |
| 0.7388 | 1.3352 | 13600 | 0.7605 | 0.0074 | 0.1718 | 0.7116 | 0.1718 |
| 0.7681 | 1.3450 | 13700 | 0.7654 | 0.0074 | 0.1673 | 0.7107 | 0.1673 |
| 0.828 | 1.3548 | 13800 | 0.7706 | 0.0074 | 0.1684 | 0.7082 | 0.1684 |
| 0.6995 | 1.3646 | 13900 | 0.7666 | 0.0074 | 0.1719 | 0.7115 | 0.1719 |
| 0.7207 | 1.3744 | 14000 | 0.7635 | 0.0074 | 0.1709 | 0.7097 | 0.1709 |
| 0.7849 | 1.3843 | 14100 | 0.7642 | 0.0074 | 0.1675 | 0.7108 | 0.1675 |
| 0.7327 | 1.3941 | 14200 | 0.7546 | 0.0074 | 0.1731 | 0.7129 | 0.1731 |
| 0.7466 | 1.4039 | 14300 | 0.7551 | 0.0074 | 0.1766 | 0.7122 | 0.1766 |
| 0.7087 | 1.4137 | 14400 | 0.7492 | 0.0074 | 0.1832 | 0.7176 | 0.1832 |
| 0.7495 | 1.4235 | 14500 | 0.7563 | 0.0074 | 0.1718 | 0.7127 | 0.1718 |
| 0.7826 | 1.4333 | 14600 | 0.7590 | 0.0074 | 0.1751 | 0.7125 | 0.1751 |
| 0.695 | 1.4432 | 14700 | 0.7446 | 0.0074 | 0.1785 | 0.7175 | 0.1785 |
| 0.7315 | 1.4530 | 14800 | 0.7479 | 0.0074 | 0.1756 | 0.7168 | 0.1756 |
| 0.7431 | 1.4628 | 14900 | 0.7515 | 0.0074 | 0.1762 | 0.7157 | 0.1762 |
| 0.6864 | 1.4726 | 15000 | 0.7465 | 0.0074 | 0.1806 | 0.7176 | 0.1806 |
| 0.7454 | 1.4824 | 15100 | 0.7437 | 0.0074 | 0.1844 | 0.7189 | 0.1844 |
| 0.7582 | 1.4922 | 15200 | 0.7459 | 0.0074 | 0.1820 | 0.7179 | 0.1820 |
| 0.7381 | 1.5021 | 15300 | 0.7383 | 0.0074 | 0.1823 | 0.7204 | 0.1823 |
| 0.7128 | 1.5119 | 15400 | 0.7444 | 0.0074 | 0.1785 | 0.7182 | 0.1785 |
| 0.8221 | 1.5217 | 15500 | 0.7411 | 0.0074 | 0.1784 | 0.7190 | 0.1784 |
| 0.7042 | 1.5315 | 15600 | 0.7465 | 0.0074 | 0.1815 | 0.7183 | 0.1815 |
| 0.7651 | 1.5413 | 15700 | 0.7380 | 0.0074 | 0.1830 | 0.7205 | 0.1830 |
| 0.7304 | 1.5511 | 15800 | 0.7433 | 0.0074 | 0.1836 | 0.7197 | 0.1836 |
| 0.702 | 1.5610 | 15900 | 0.7334 | 0.0074 | 0.1871 | 0.7219 | 0.1871 |
| 0.7577 | 1.5708 | 16000 | 0.7387 | 0.0074 | 0.1842 | 0.7197 | 0.1842 |
| 0.7559 | 1.5806 | 16100 | 0.7426 | 0.0074 | 0.1827 | 0.7176 | 0.1827 |
| 0.728 | 1.5904 | 16200 | 0.7341 | 0.0074 | 0.1842 | 0.7221 | 0.1842 |
| 0.7473 | 1.6002 | 16300 | 0.7366 | 0.0074 | 0.1854 | 0.7222 | 0.1854 |
| 0.8006 | 1.6101 | 16400 | 0.7371 | 0.0074 | 0.1821 | 0.7197 | 0.1821 |
| 0.721 | 1.6199 | 16500 | 0.7275 | 0.0074 | 0.1856 | 0.7234 | 0.1856 |
| 0.7304 | 1.6297 | 16600 | 0.7320 | 0.0074 | 0.1845 | 0.7226 | 0.1845 |
| 0.7232 | 1.6395 | 16700 | 0.7322 | 0.0074 | 0.1824 | 0.7212 | 0.1824 |
| 0.7044 | 1.6493 | 16800 | 0.7339 | 0.0074 | 0.1853 | 0.7213 | 0.1853 |
| 0.7123 | 1.6591 | 16900 | 0.7241 | 0.0074 | 0.1943 | 0.7267 | 0.1943 |
| 0.7158 | 1.6690 | 17000 | 0.7299 | 0.0074 | 0.1817 | 0.7219 | 0.1817 |
| 0.6901 | 1.6788 | 17100 | 0.7159 | 0.0074 | 0.1969 | 0.7282 | 0.1969 |
| 0.7211 | 1.6886 | 17200 | 0.7265 | 0.0074 | 0.1886 | 0.7247 | 0.1886 |
| 0.7043 | 1.6984 | 17300 | 0.7277 | 0.0074 | 0.1905 | 0.7250 | 0.1905 |
| 0.6686 | 1.7082 | 17400 | 0.7278 | 0.0074 | 0.1923 | 0.7245 | 0.1923 |
| 0.7013 | 1.7180 | 17500 | 0.7165 | 0.0074 | 0.1983 | 0.7276 | 0.1983 |
| 0.717 | 1.7279 | 17600 | 0.7270 | 0.0074 | 0.1866 | 0.7262 | 0.1866 |
| 0.725 | 1.7377 | 17700 | 0.7251 | 0.0074 | 0.1875 | 0.7236 | 0.1875 |
| 0.7244 | 1.7475 | 17800 | 0.7265 | 0.0074 | 0.1925 | 0.7247 | 0.1925 |
| 0.7121 | 1.7573 | 17900 | 0.7146 | 0.0074 | 0.1940 | 0.7276 | 0.1940 |
| 0.7489 | 1.7671 | 18000 | 0.7155 | 0.0074 | 0.1861 | 0.7260 | 0.1861 |
| 0.739 | 1.7769 | 18100 | 0.7178 | 0.0074 | 0.1969 | 0.7283 | 0.1969 |
| 0.7243 | 1.7868 | 18200 | 0.7177 | 0.0074 | 0.1957 | 0.7280 | 0.1957 |
| 0.756 | 1.7966 | 18300 | 0.7152 | 0.0074 | 0.1932 | 0.7282 | 0.1932 |
| 0.6927 | 1.8064 | 18400 | 0.7186 | 0.0074 | 0.1917 | 0.7277 | 0.1917 |
| 0.6878 | 1.8162 | 18500 | 0.7106 | 0.0074 | 0.1986 | 0.7304 | 0.1986 |
| 0.7255 | 1.8260 | 18600 | 0.7119 | 0.0074 | 0.1958 | 0.7296 | 0.1958 |
| 0.7232 | 1.8359 | 18700 | 0.7118 | 0.0074 | 0.1962 | 0.7299 | 0.1962 |
| 0.6568 | 1.8457 | 18800 | 0.7175 | 0.0074 | 0.1925 | 0.7277 | 0.1925 |
| 0.7307 | 1.8555 | 18900 | 0.7224 | 0.0074 | 0.1888 | 0.7256 | 0.1888 |
| 0.7079 | 1.8653 | 19000 | 0.7048 | 0.0074 | 0.1983 | 0.7307 | 0.1983 |
| 0.6482 | 1.8751 | 19100 | 0.7130 | 0.0074 | 0.1938 | 0.7270 | 0.1938 |
| 0.6827 | 1.8849 | 19200 | 0.7121 | 0.0074 | 0.1967 | 0.7319 | 0.1967 |
| 0.759 | 1.8948 | 19300 | 0.7027 | 0.0074 | 0.2046 | 0.7342 | 0.2046 |
| 0.7077 | 1.9046 | 19400 | 0.7077 | 0.0074 | 0.1990 | 0.7312 | 0.1990 |
| 0.6995 | 1.9144 | 19500 | 0.7028 | 0.0074 | 0.1999 | 0.7344 | 0.1999 |
| 0.6812 | 1.9242 | 19600 | 0.7096 | 0.0074 | 0.2011 | 0.7312 | 0.2011 |
| 0.7659 | 1.9340 | 19700 | 0.7065 | 0.0074 | 0.1988 | 0.7319 | 0.1988 |
| 0.6841 | 1.9438 | 19800 | 0.7049 | 0.0074 | 0.1953 | 0.7316 | 0.1953 |
| 0.6109 | 1.9537 | 19900 | 0.6974 | 0.0074 | 0.2070 | 0.7365 | 0.2070 |
| 0.648 | 1.9635 | 20000 | 0.6988 | 0.0074 | 0.2009 | 0.7341 | 0.2009 |
| 0.6846 | 1.9733 | 20100 | 0.6971 | 0.0074 | 0.2024 | 0.7338 | 0.2024 |
| 0.7488 | 1.9831 | 20200 | 0.6997 | 0.0074 | 0.2012 | 0.7335 | 0.2012 |
| 0.6794 | 1.9929 | 20300 | 0.6992 | 0.0074 | 0.1994 | 0.7341 | 0.1994 |
| 0.6399 | 2.0027 | 20400 | 0.7072 | 0.0074 | 0.2023 | 0.7323 | 0.2023 |
| 0.6227 | 2.0126 | 20500 | 0.6986 | 0.0074 | 0.2007 | 0.7342 | 0.2007 |
| 0.7271 | 2.0224 | 20600 | 0.6871 | 0.0074 | 0.2121 | 0.7389 | 0.2121 |
| 0.5867 | 2.0322 | 20700 | 0.7060 | 0.0074 | 0.1981 | 0.7306 | 0.1981 |
| 0.649 | 2.0420 | 20800 | 0.6952 | 0.0074 | 0.2050 | 0.7351 | 0.2050 |
| 0.7178 | 2.0518 | 20900 | 0.6962 | 0.0074 | 0.2050 | 0.7334 | 0.2050 |
| 0.6473 | 2.0617 | 21000 | 0.6938 | 0.0074 | 0.2059 | 0.7371 | 0.2059 |
| 0.743 | 2.0715 | 21100 | 0.6995 | 0.0074 | 0.2009 | 0.7344 | 0.2009 |
| 0.7338 | 2.0813 | 21200 | 0.6962 | 0.0074 | 0.2047 | 0.7358 | 0.2047 |
| 0.7155 | 2.0911 | 21300 | 0.6965 | 0.0074 | 0.2087 | 0.7349 | 0.2087 |
| 0.7176 | 2.1009 | 21400 | 0.6916 | 0.0074 | 0.2039 | 0.7363 | 0.2039 |
| 0.6852 | 2.1107 | 21500 | 0.6977 | 0.0074 | 0.2036 | 0.7330 | 0.2036 |
| 0.669 | 2.1206 | 21600 | 0.6919 | 0.0074 | 0.2051 | 0.7366 | 0.2051 |
| 0.7022 | 2.1304 | 21700 | 0.6930 | 0.0074 | 0.2047 | 0.7365 | 0.2047 |
| 0.6357 | 2.1402 | 21800 | 0.6880 | 0.0074 | 0.2101 | 0.7382 | 0.2101 |
| 0.7159 | 2.1500 | 21900 | 0.6914 | 0.0074 | 0.2068 | 0.7355 | 0.2068 |
| 0.6533 | 2.1598 | 22000 | 0.6920 | 0.0074 | 0.2091 | 0.7372 | 0.2091 |
| 0.6839 | 2.1696 | 22100 | 0.6856 | 0.0074 | 0.2123 | 0.7383 | 0.2123 |
| 0.5843 | 2.1795 | 22200 | 0.6920 | 0.0074 | 0.2047 | 0.7372 | 0.2047 |
| 0.6696 | 2.1893 | 22300 | 0.6866 | 0.0074 | 0.2112 | 0.7393 | 0.2112 |
| 0.7335 | 2.1991 | 22400 | 0.6863 | 0.0074 | 0.2123 | 0.7389 | 0.2123 |
| 0.6194 | 2.2089 | 22500 | 0.6912 | 0.0074 | 0.2101 | 0.7392 | 0.2101 |
| 0.6315 | 2.2187 | 22600 | 0.6918 | 0.0074 | 0.2027 | 0.7372 | 0.2027 |
| 0.6856 | 2.2285 | 22700 | 0.6842 | 0.0074 | 0.2099 | 0.7396 | 0.2099 |
| 0.6906 | 2.2384 | 22800 | 0.6833 | 0.0074 | 0.2110 | 0.7394 | 0.2110 |
| 0.6748 | 2.2482 | 22900 | 0.6876 | 0.0074 | 0.2131 | 0.7382 | 0.2131 |
| 0.6413 | 2.2580 | 23000 | 0.6827 | 0.0074 | 0.2139 | 0.7405 | 0.2139 |
| 0.738 | 2.2678 | 23100 | 0.6849 | 0.0074 | 0.2137 | 0.7396 | 0.2137 |
| 0.7082 | 2.2776 | 23200 | 0.6865 | 0.0074 | 0.2100 | 0.7402 | 0.2100 |
| 0.6761 | 2.2875 | 23300 | 0.6765 | 0.0074 | 0.2118 | 0.7429 | 0.2118 |
| 0.6463 | 2.2973 | 23400 | 0.6747 | 0.0074 | 0.2181 | 0.7454 | 0.2181 |
| 0.6689 | 2.3071 | 23500 | 0.6750 | 0.0074 | 0.2094 | 0.7418 | 0.2094 |
| 0.6931 | 2.3169 | 23600 | 0.6803 | 0.0074 | 0.2127 | 0.7406 | 0.2127 |
| 0.6227 | 2.3267 | 23700 | 0.6783 | 0.0074 | 0.2132 | 0.7412 | 0.2132 |
| 0.693 | 2.3365 | 23800 | 0.6848 | 0.0074 | 0.2140 | 0.7408 | 0.2140 |
| 0.6557 | 2.3464 | 23900 | 0.6843 | 0.0074 | 0.2039 | 0.7392 | 0.2039 |
| 0.6599 | 2.3562 | 24000 | 0.6831 | 0.0074 | 0.2068 | 0.7390 | 0.2068 |
| 0.6556 | 2.3660 | 24100 | 0.6808 | 0.0074 | 0.2100 | 0.7411 | 0.2100 |
| 0.6808 | 2.3758 | 24200 | 0.6752 | 0.0074 | 0.2137 | 0.7422 | 0.2137 |
| 0.6362 | 2.3856 | 24300 | 0.6771 | 0.0074 | 0.2133 | 0.7415 | 0.2133 |
| 0.6729 | 2.3954 | 24400 | 0.6772 | 0.0074 | 0.2137 | 0.7419 | 0.2137 |
| 0.665 | 2.4053 | 24500 | 0.6771 | 0.0074 | 0.2150 | 0.7426 | 0.2150 |
| 0.6534 | 2.4151 | 24600 | 0.6773 | 0.0074 | 0.2121 | 0.7421 | 0.2121 |
| 0.6476 | 2.4249 | 24700 | 0.6703 | 0.0074 | 0.2179 | 0.7431 | 0.2179 |
| 0.6725 | 2.4347 | 24800 | 0.6796 | 0.0074 | 0.2146 | 0.7425 | 0.2146 |
| 0.6725 | 2.4445 | 24900 | 0.6781 | 0.0074 | 0.2153 | 0.7416 | 0.2153 |
| 0.6463 | 2.4543 | 25000 | 0.6710 | 0.0074 | 0.2139 | 0.7442 | 0.2139 |
| 0.6592 | 2.4642 | 25100 | 0.6798 | 0.0074 | 0.2135 | 0.7404 | 0.2135 |
| 0.695 | 2.4740 | 25200 | 0.6718 | 0.0074 | 0.2179 | 0.7434 | 0.2179 |
| 0.675 | 2.4838 | 25300 | 0.6724 | 0.0074 | 0.2195 | 0.7444 | 0.2195 |
| 0.6118 | 2.4936 | 25400 | 0.6706 | 0.0074 | 0.2144 | 0.7445 | 0.2144 |
| 0.6905 | 2.5034 | 25500 | 0.6615 | 0.0074 | 0.2259 | 0.7488 | 0.2259 |
| 0.6348 | 2.5133 | 25600 | 0.6648 | 0.0074 | 0.2228 | 0.7451 | 0.2228 |
| 0.6534 | 2.5231 | 25700 | 0.6686 | 0.0074 | 0.2271 | 0.7461 | 0.2271 |
| 0.6263 | 2.5329 | 25800 | 0.6639 | 0.0074 | 0.2214 | 0.7461 | 0.2214 |
| 0.685 | 2.5427 | 25900 | 0.6642 | 0.0074 | 0.2199 | 0.7476 | 0.2199 |
| 0.6626 | 2.5525 | 26000 | 0.6687 | 0.0074 | 0.2206 | 0.7447 | 0.2206 |
| 0.6393 | 2.5623 | 26100 | 0.6613 | 0.0074 | 0.2257 | 0.7485 | 0.2257 |
| 0.6696 | 2.5722 | 26200 | 0.6714 | 0.0074 | 0.2203 | 0.7445 | 0.2203 |
| 0.666 | 2.5820 | 26300 | 0.6693 | 0.0074 | 0.2259 | 0.7467 | 0.2259 |
| 0.6585 | 2.5918 | 26400 | 0.6649 | 0.0074 | 0.2174 | 0.7465 | 0.2174 |
| 0.6366 | 2.6016 | 26500 | 0.6615 | 0.0074 | 0.2226 | 0.7479 | 0.2226 |
| 0.6502 | 2.6114 | 26600 | 0.6683 | 0.0074 | 0.2164 | 0.7448 | 0.2164 |
| 0.6635 | 2.6212 | 26700 | 0.6632 | 0.0074 | 0.2199 | 0.7468 | 0.2199 |
| 0.6607 | 2.6311 | 26800 | 0.6654 | 0.0074 | 0.2263 | 0.7478 | 0.2263 |
| 0.6471 | 2.6409 | 26900 | 0.6603 | 0.0074 | 0.2258 | 0.7481 | 0.2258 |
| 0.6861 | 2.6507 | 27000 | 0.6663 | 0.0074 | 0.2192 | 0.7456 | 0.2192 |
| 0.6534 | 2.6605 | 27100 | 0.6577 | 0.0074 | 0.2227 | 0.7496 | 0.2227 |
| 0.6757 | 2.6703 | 27200 | 0.6652 | 0.0074 | 0.2192 | 0.7464 | 0.2192 |
| 0.671 | 2.6801 | 27300 | 0.6630 | 0.0074 | 0.2268 | 0.7488 | 0.2268 |
| 0.6795 | 2.6900 | 27400 | 0.6649 | 0.0074 | 0.2272 | 0.7490 | 0.2272 |
| 0.677 | 2.6998 | 27500 | 0.6564 | 0.0074 | 0.2245 | 0.7486 | 0.2245 |
| 0.653 | 2.7096 | 27600 | 0.6586 | 0.0074 | 0.2221 | 0.7475 | 0.2221 |
| 0.665 | 2.7194 | 27700 | 0.6551 | 0.0074 | 0.2243 | 0.7485 | 0.2243 |
| 0.6494 | 2.7292 | 27800 | 0.6511 | 0.0074 | 0.2302 | 0.7519 | 0.2302 |
| 0.6316 | 2.7391 | 27900 | 0.6568 | 0.0074 | 0.2294 | 0.7511 | 0.2294 |
| 0.6774 | 2.7489 | 28000 | 0.6562 | 0.0074 | 0.2238 | 0.7492 | 0.2238 |
| 0.6411 | 2.7587 | 28100 | 0.6547 | 0.0074 | 0.2264 | 0.7505 | 0.2264 |
| 0.6644 | 2.7685 | 28200 | 0.6580 | 0.0074 | 0.2203 | 0.7471 | 0.2203 |
| 0.6313 | 2.7783 | 28300 | 0.6544 | 0.0074 | 0.2257 | 0.7497 | 0.2257 |
| 0.6146 | 2.7881 | 28400 | 0.6638 | 0.0074 | 0.2267 | 0.7486 | 0.2267 |
| 0.6348 | 2.7980 | 28500 | 0.6606 | 0.0074 | 0.2200 | 0.7460 | 0.2200 |
| 0.6384 | 2.8078 | 28600 | 0.6550 | 0.0074 | 0.2277 | 0.7501 | 0.2277 |
| 0.6094 | 2.8176 | 28700 | 0.6547 | 0.0074 | 0.2246 | 0.7497 | 0.2246 |
| 0.6453 | 2.8274 | 28800 | 0.6577 | 0.0074 | 0.2208 | 0.7486 | 0.2208 |
| 0.6753 | 2.8372 | 28900 | 0.6461 | 0.0074 | 0.2275 | 0.7524 | 0.2275 |
| 0.5919 | 2.8470 | 29000 | 0.6471 | 0.0074 | 0.2315 | 0.7537 | 0.2315 |
| 0.5991 | 2.8569 | 29100 | 0.6580 | 0.0074 | 0.2237 | 0.7474 | 0.2237 |
| 0.6804 | 2.8667 | 29200 | 0.6562 | 0.0074 | 0.2237 | 0.7495 | 0.2237 |
| 0.6654 | 2.8765 | 29300 | 0.6507 | 0.0074 | 0.2314 | 0.7530 | 0.2314 |
| 0.559 | 2.8863 | 29400 | 0.6545 | 0.0074 | 0.2319 | 0.7521 | 0.2319 |
| 0.6125 | 2.8961 | 29500 | 0.6522 | 0.0074 | 0.2359 | 0.7524 | 0.2359 |
| 0.6617 | 2.9059 | 29600 | 0.6490 | 0.0074 | 0.2226 | 0.7528 | 0.2226 |
| 0.6421 | 2.9158 | 29700 | 0.6555 | 0.0074 | 0.2244 | 0.7504 | 0.2244 |
| 0.618 | 2.9256 | 29800 | 0.6547 | 0.0074 | 0.2250 | 0.7502 | 0.2250 |
| 0.6377 | 2.9354 | 29900 | 0.6464 | 0.0074 | 0.2319 | 0.7538 | 0.2319 |
| 0.6713 | 2.9452 | 30000 | 0.6526 | 0.0074 | 0.2268 | 0.7511 | 0.2268 |
| 0.6498 | 2.9550 | 30100 | 0.6494 | 0.0074 | 0.2274 | 0.7517 | 0.2274 |
| 0.6354 | 2.9649 | 30200 | 0.6430 | 0.0074 | 0.2332 | 0.7547 | 0.2332 |
| 0.6483 | 2.9747 | 30300 | 0.6484 | 0.0074 | 0.2328 | 0.7534 | 0.2328 |
| 0.6765 | 2.9845 | 30400 | 0.6476 | 0.0074 | 0.2312 | 0.7527 | 0.2312 |
| 0.727 | 2.9943 | 30500 | 0.6517 | 0.0074 | 0.2291 | 0.7519 | 0.2291 |
| 0.7028 | 3.0041 | 30600 | 0.6484 | 0.0074 | 0.2246 | 0.7518 | 0.2246 |
| 0.6189 | 3.0139 | 30700 | 0.6448 | 0.0074 | 0.2328 | 0.7530 | 0.2328 |
| 0.6634 | 3.0238 | 30800 | 0.6568 | 0.0074 | 0.2225 | 0.7483 | 0.2225 |
| 0.6639 | 3.0336 | 30900 | 0.6427 | 0.0074 | 0.2394 | 0.7552 | 0.2394 |
| 0.615 | 3.0434 | 31000 | 0.6427 | 0.0074 | 0.2359 | 0.7545 | 0.2359 |
| 0.6613 | 3.0532 | 31100 | 0.6474 | 0.0074 | 0.2317 | 0.7527 | 0.2317 |
| 0.6401 | 3.0630 | 31200 | 0.6416 | 0.0074 | 0.2339 | 0.7544 | 0.2339 |
| 0.6435 | 3.0728 | 31300 | 0.6482 | 0.0074 | 0.2276 | 0.7527 | 0.2276 |
| 0.6633 | 3.0827 | 31400 | 0.6463 | 0.0074 | 0.2366 | 0.7545 | 0.2366 |
| 0.6343 | 3.0925 | 31500 | 0.6389 | 0.0074 | 0.2395 | 0.7565 | 0.2395 |
| 0.6185 | 3.1023 | 31600 | 0.6449 | 0.0074 | 0.2311 | 0.7532 | 0.2311 |
| 0.6483 | 3.1121 | 31700 | 0.6520 | 0.0074 | 0.2282 | 0.7511 | 0.2282 |
| 0.6893 | 3.1219 | 31800 | 0.6369 | 0.0074 | 0.2378 | 0.7576 | 0.2378 |
| 0.6361 | 3.1317 | 31900 | 0.6359 | 0.0074 | 0.2391 | 0.7564 | 0.2391 |
| 0.6288 | 3.1416 | 32000 | 0.6486 | 0.0074 | 0.2302 | 0.7526 | 0.2302 |
| 0.6248 | 3.1514 | 32100 | 0.6525 | 0.0074 | 0.2389 | 0.7544 | 0.2389 |
| 0.6536 | 3.1612 | 32200 | 0.6453 | 0.0074 | 0.2368 | 0.7535 | 0.2368 |
| 0.6533 | 3.1710 | 32300 | 0.6438 | 0.0074 | 0.2326 | 0.7549 | 0.2326 |
| 0.665 | 3.1808 | 32400 | 0.6480 | 0.0074 | 0.2290 | 0.7517 | 0.2290 |
| 0.6793 | 3.1907 | 32500 | 0.6518 | 0.0074 | 0.2337 | 0.7518 | 0.2337 |
| 0.6671 | 3.2005 | 32600 | 0.6413 | 0.0074 | 0.2313 | 0.7548 | 0.2313 |
| 0.5848 | 3.2103 | 32700 | 0.6452 | 0.0074 | 0.2340 | 0.7542 | 0.2340 |
| 0.614 | 3.2201 | 32800 | 0.6366 | 0.0074 | 0.2388 | 0.7556 | 0.2388 |
| 0.6228 | 3.2299 | 32900 | 0.6442 | 0.0074 | 0.2323 | 0.7539 | 0.2323 |
| 0.6328 | 3.2397 | 33000 | 0.6347 | 0.0074 | 0.2375 | 0.7575 | 0.2375 |
| 0.6422 | 3.2496 | 33100 | 0.6454 | 0.0074 | 0.2306 | 0.7514 | 0.2306 |
| 0.6162 | 3.2594 | 33200 | 0.6379 | 0.0074 | 0.2361 | 0.7568 | 0.2361 |
| 0.6332 | 3.2692 | 33300 | 0.6355 | 0.0074 | 0.2385 | 0.7555 | 0.2385 |
| 0.631 | 3.2790 | 33400 | 0.6453 | 0.0074 | 0.2360 | 0.7541 | 0.2360 |
| 0.6062 | 3.2888 | 33500 | 0.6407 | 0.0074 | 0.2380 | 0.7548 | 0.2380 |
| 0.686 | 3.2986 | 33600 | 0.6338 | 0.0074 | 0.2413 | 0.7582 | 0.2413 |
| 0.585 | 3.3085 | 33700 | 0.6374 | 0.0074 | 0.2357 | 0.7558 | 0.2357 |
| 0.672 | 3.3183 | 33800 | 0.6380 | 0.0074 | 0.2331 | 0.7551 | 0.2331 |
| 0.613 | 3.3281 | 33900 | 0.6361 | 0.0074 | 0.2348 | 0.7563 | 0.2348 |
| 0.6401 | 3.3379 | 34000 | 0.6464 | 0.0074 | 0.2385 | 0.7555 | 0.2385 |
| 0.6313 | 3.3477 | 34100 | 0.6422 | 0.0074 | 0.2360 | 0.7557 | 0.2360 |
| 0.6105 | 3.3575 | 34200 | 0.6336 | 0.0074 | 0.2455 | 0.7582 | 0.2455 |
| 0.6074 | 3.3674 | 34300 | 0.6350 | 0.0074 | 0.2414 | 0.7594 | 0.2414 |
| 0.6234 | 3.3772 | 34400 | 0.6303 | 0.0074 | 0.2446 | 0.7599 | 0.2446 |
| 0.6029 | 3.3870 | 34500 | 0.6309 | 0.0074 | 0.2467 | 0.7591 | 0.2467 |
| 0.5988 | 3.3968 | 34600 | 0.6335 | 0.0074 | 0.2380 | 0.7574 | 0.2380 |
| 0.5515 | 3.4066 | 34700 | 0.6318 | 0.0074 | 0.2411 | 0.7586 | 0.2411 |
| 0.6102 | 3.4165 | 34800 | 0.6372 | 0.0074 | 0.2369 | 0.7558 | 0.2369 |
| 0.6587 | 3.4263 | 34900 | 0.6377 | 0.0074 | 0.2366 | 0.7568 | 0.2366 |
| 0.6365 | 3.4361 | 35000 | 0.6429 | 0.0074 | 0.2362 | 0.7560 | 0.2362 |
| 0.5682 | 3.4459 | 35100 | 0.6360 | 0.0074 | 0.2378 | 0.7571 | 0.2378 |
| 0.6125 | 3.4557 | 35200 | 0.6316 | 0.0074 | 0.2389 | 0.7579 | 0.2389 |
| 0.5522 | 3.4655 | 35300 | 0.6299 | 0.0074 | 0.2376 | 0.7581 | 0.2376 |
| 0.6019 | 3.4754 | 35400 | 0.6297 | 0.0074 | 0.2447 | 0.7595 | 0.2447 |
| 0.6387 | 3.4852 | 35500 | 0.6415 | 0.0074 | 0.2277 | 0.7524 | 0.2277 |
| 0.6305 | 3.4950 | 35600 | 0.6295 | 0.0074 | 0.2405 | 0.7583 | 0.2405 |
| 0.6098 | 3.5048 | 35700 | 0.6294 | 0.0074 | 0.2444 | 0.7596 | 0.2444 |
| 0.6046 | 3.5146 | 35800 | 0.6352 | 0.0074 | 0.2331 | 0.7558 | 0.2331 |
| 0.6617 | 3.5244 | 35900 | 0.6263 | 0.0074 | 0.2435 | 0.7605 | 0.2435 |
| 0.6122 | 3.5343 | 36000 | 0.6318 | 0.0074 | 0.2466 | 0.7596 | 0.2466 |
| 0.5941 | 3.5441 | 36100 | 0.6387 | 0.0074 | 0.2410 | 0.7566 | 0.2410 |
| 0.6741 | 3.5539 | 36200 | 0.6331 | 0.0074 | 0.2364 | 0.7562 | 0.2364 |
| 0.571 | 3.5637 | 36300 | 0.6325 | 0.0074 | 0.2389 | 0.7577 | 0.2389 |
| 0.6205 | 3.5735 | 36400 | 0.6268 | 0.0074 | 0.2445 | 0.7580 | 0.2445 |
| 0.624 | 3.5833 | 36500 | 0.6301 | 0.0074 | 0.2389 | 0.7584 | 0.2389 |
| 0.6374 | 3.5932 | 36600 | 0.6302 | 0.0074 | 0.2393 | 0.7573 | 0.2393 |
| 0.5983 | 3.6030 | 36700 | 0.6285 | 0.0074 | 0.2392 | 0.7582 | 0.2392 |
| 0.6732 | 3.6128 | 36800 | 0.6299 | 0.0074 | 0.2422 | 0.7604 | 0.2422 |
| 0.5886 | 3.6226 | 36900 | 0.6342 | 0.0074 | 0.2357 | 0.7566 | 0.2357 |
| 0.5567 | 3.6324 | 37000 | 0.6326 | 0.0074 | 0.2427 | 0.7587 | 0.2427 |
| 0.615 | 3.6423 | 37100 | 0.6263 | 0.0074 | 0.2422 | 0.7591 | 0.2422 |
| 0.625 | 3.6521 | 37200 | 0.6262 | 0.0074 | 0.2458 | 0.7608 | 0.2458 |
| 0.6138 | 3.6619 | 37300 | 0.6332 | 0.0074 | 0.2406 | 0.7584 | 0.2406 |
| 0.6228 | 3.6717 | 37400 | 0.6255 | 0.0074 | 0.2389 | 0.7589 | 0.2389 |
| 0.6508 | 3.6815 | 37500 | 0.6228 | 0.0074 | 0.2444 | 0.7619 | 0.2444 |
| 0.6257 | 3.6913 | 37600 | 0.6301 | 0.0074 | 0.2422 | 0.7581 | 0.2422 |
| 0.6009 | 3.7012 | 37700 | 0.6281 | 0.0074 | 0.2408 | 0.7595 | 0.2408 |
| 0.639 | 3.7110 | 37800 | 0.6349 | 0.0074 | 0.2359 | 0.7570 | 0.2359 |
| 0.596 | 3.7208 | 37900 | 0.6202 | 0.0074 | 0.2444 | 0.7619 | 0.2444 |
| 0.5808 | 3.7306 | 38000 | 0.6300 | 0.0074 | 0.2419 | 0.7596 | 0.2419 |
| 0.6233 | 3.7404 | 38100 | 0.6260 | 0.0074 | 0.2468 | 0.7615 | 0.2468 |
| 0.645 | 3.7502 | 38200 | 0.6239 | 0.0074 | 0.2389 | 0.7614 | 0.2389 |
| 0.6232 | 3.7601 | 38300 | 0.6246 | 0.0074 | 0.2416 | 0.7612 | 0.2416 |
| 0.6884 | 3.7699 | 38400 | 0.6282 | 0.0074 | 0.2389 | 0.7587 | 0.2389 |
| 0.6235 | 3.7797 | 38500 | 0.6152 | 0.0074 | 0.2512 | 0.7648 | 0.2512 |
| 0.664 | 3.7895 | 38600 | 0.6205 | 0.0074 | 0.2445 | 0.7631 | 0.2445 |
| 0.5527 | 3.7993 | 38700 | 0.6265 | 0.0074 | 0.2371 | 0.7595 | 0.2371 |
| 0.6245 | 3.8091 | 38800 | 0.6244 | 0.0074 | 0.2431 | 0.7614 | 0.2431 |
| 0.6094 | 3.8190 | 38900 | 0.6239 | 0.0074 | 0.2471 | 0.7603 | 0.2471 |
| 0.5975 | 3.8288 | 39000 | 0.6244 | 0.0074 | 0.2451 | 0.7603 | 0.2451 |
| 0.6277 | 3.8386 | 39100 | 0.6236 | 0.0074 | 0.2474 | 0.7606 | 0.2474 |
| 0.6392 | 3.8484 | 39200 | 0.6195 | 0.0074 | 0.2484 | 0.7624 | 0.2484 |
| 0.5699 | 3.8582 | 39300 | 0.6165 | 0.0074 | 0.2509 | 0.7642 | 0.2509 |
| 0.6332 | 3.8681 | 39400 | 0.6206 | 0.0074 | 0.2432 | 0.7617 | 0.2432 |
| 0.6371 | 3.8779 | 39500 | 0.6144 | 0.0074 | 0.2449 | 0.7640 | 0.2449 |
| 0.6428 | 3.8877 | 39600 | 0.6193 | 0.0074 | 0.2473 | 0.7616 | 0.2473 |
| 0.5864 | 3.8975 | 39700 | 0.6186 | 0.0074 | 0.2519 | 0.7639 | 0.2519 |
| 0.5985 | 3.9073 | 39800 | 0.6203 | 0.0074 | 0.2465 | 0.7634 | 0.2465 |
| 0.6243 | 3.9171 | 39900 | 0.6164 | 0.0074 | 0.2413 | 0.7627 | 0.2413 |
| 0.7011 | 3.9270 | 40000 | 0.6295 | 0.0074 | 0.2437 | 0.7595 | 0.2437 |
| 0.606 | 3.9368 | 40100 | 0.6212 | 0.0074 | 0.2536 | 0.7636 | 0.2536 |
| 0.5921 | 3.9466 | 40200 | 0.6206 | 0.0074 | 0.2461 | 0.7629 | 0.2461 |
| 0.5996 | 3.9564 | 40300 | 0.6132 | 0.0074 | 0.2475 | 0.7638 | 0.2475 |
| 0.6704 | 3.9662 | 40400 | 0.6205 | 0.0074 | 0.2459 | 0.7606 | 0.2459 |
| 0.627 | 3.9760 | 40500 | 0.6192 | 0.0074 | 0.2481 | 0.7617 | 0.2481 |
| 0.6359 | 3.9859 | 40600 | 0.6135 | 0.0074 | 0.2537 | 0.7643 | 0.2537 |
| 0.6605 | 3.9957 | 40700 | 0.6169 | 0.0074 | 0.2470 | 0.7631 | 0.2470 |
| 0.6515 | 4.0055 | 40800 | 0.6324 | 0.0074 | 0.2387 | 0.7586 | 0.2387 |
| 0.5677 | 4.0153 | 40900 | 0.6217 | 0.0074 | 0.2459 | 0.7613 | 0.2459 |
| 0.6075 | 4.0251 | 41000 | 0.6193 | 0.0074 | 0.2528 | 0.7646 | 0.2528 |
| 0.6325 | 4.0349 | 41100 | 0.6178 | 0.0074 | 0.2482 | 0.7636 | 0.2482 |
| 0.5634 | 4.0448 | 41200 | 0.6198 | 0.0074 | 0.2520 | 0.7639 | 0.2520 |
| 0.554 | 4.0546 | 41300 | 0.6276 | 0.0074 | 0.2457 | 0.7601 | 0.2457 |
| 0.5963 | 4.0644 | 41400 | 0.6116 | 0.0074 | 0.2555 | 0.7661 | 0.2555 |
| 0.6038 | 4.0742 | 41500 | 0.6144 | 0.0074 | 0.2516 | 0.7657 | 0.2516 |
| 0.6158 | 4.0840 | 41600 | 0.6256 | 0.0074 | 0.2469 | 0.7618 | 0.2469 |
| 0.6298 | 4.0939 | 41700 | 0.6103 | 0.0074 | 0.2569 | 0.7671 | 0.2569 |
| 0.5673 | 4.1037 | 41800 | 0.6218 | 0.0074 | 0.2497 | 0.7622 | 0.2497 |
| 0.6153 | 4.1135 | 41900 | 0.6104 | 0.0074 | 0.2474 | 0.7650 | 0.2474 |
| 0.5851 | 4.1233 | 42000 | 0.6189 | 0.0074 | 0.2554 | 0.7636 | 0.2554 |
| 0.5809 | 4.1331 | 42100 | 0.6100 | 0.0074 | 0.2514 | 0.7650 | 0.2514 |
| 0.5372 | 4.1429 | 42200 | 0.6158 | 0.0074 | 0.2491 | 0.7643 | 0.2491 |
| 0.6631 | 4.1528 | 42300 | 0.6166 | 0.0074 | 0.2451 | 0.7637 | 0.2451 |
| 0.6526 | 4.1626 | 42400 | 0.6155 | 0.0074 | 0.2417 | 0.7638 | 0.2417 |
| 0.6236 | 4.1724 | 42500 | 0.6076 | 0.0074 | 0.2559 | 0.7669 | 0.2559 |
| 0.6261 | 4.1822 | 42600 | 0.6092 | 0.0074 | 0.2552 | 0.7663 | 0.2552 |
| 0.6151 | 4.1920 | 42700 | 0.6189 | 0.0074 | 0.2511 | 0.7631 | 0.2511 |
| 0.6005 | 4.2018 | 42800 | 0.6117 | 0.0074 | 0.2518 | 0.7664 | 0.2518 |
| 0.6241 | 4.2117 | 42900 | 0.6092 | 0.0074 | 0.2588 | 0.7671 | 0.2588 |
| 0.5903 | 4.2215 | 43000 | 0.6062 | 0.0074 | 0.2579 | 0.7695 | 0.2579 |
| 0.6384 | 4.2313 | 43100 | 0.6119 | 0.0074 | 0.2545 | 0.7647 | 0.2545 |
| 0.6191 | 4.2411 | 43200 | 0.6072 | 0.0074 | 0.2576 | 0.7678 | 0.2576 |
| 0.5806 | 4.2509 | 43300 | 0.6145 | 0.0074 | 0.2493 | 0.7649 | 0.2493 |
| 0.5652 | 4.2608 | 43400 | 0.6063 | 0.0074 | 0.2564 | 0.7678 | 0.2564 |
| 0.6069 | 4.2706 | 43500 | 0.6092 | 0.0074 | 0.2571 | 0.7674 | 0.2571 |
| 0.5768 | 4.2804 | 43600 | 0.6073 | 0.0074 | 0.2536 | 0.7666 | 0.2536 |
| 0.5701 | 4.2902 | 43700 | 0.6144 | 0.0074 | 0.2453 | 0.7628 | 0.2453 |
| 0.6203 | 4.3000 | 43800 | 0.6133 | 0.0074 | 0.2541 | 0.7645 | 0.2541 |
| 0.6557 | 4.3098 | 43900 | 0.6080 | 0.0074 | 0.2596 | 0.7687 | 0.2596 |
| 0.5511 | 4.3197 | 44000 | 0.6061 | 0.0074 | 0.2562 | 0.7679 | 0.2562 |
| 0.5833 | 4.3295 | 44100 | 0.6052 | 0.0074 | 0.2582 | 0.7677 | 0.2582 |
| 0.561 | 4.3393 | 44200 | 0.6089 | 0.0074 | 0.2542 | 0.7670 | 0.2542 |
| 0.6336 | 4.3491 | 44300 | 0.6099 | 0.0074 | 0.2611 | 0.7667 | 0.2611 |
| 0.5792 | 4.3589 | 44400 | 0.6108 | 0.0074 | 0.2508 | 0.7647 | 0.2508 |
| 0.5846 | 4.3687 | 44500 | 0.6081 | 0.0074 | 0.2507 | 0.7657 | 0.2507 |
| 0.6501 | 4.3786 | 44600 | 0.6083 | 0.0074 | 0.2545 | 0.7675 | 0.2545 |
| 0.6065 | 4.3884 | 44700 | 0.6124 | 0.0074 | 0.2539 | 0.7640 | 0.2539 |
| 0.609 | 4.3982 | 44800 | 0.6077 | 0.0074 | 0.2507 | 0.7659 | 0.2507 |
| 0.5983 | 4.4080 | 44900 | 0.6117 | 0.0074 | 0.2589 | 0.7661 | 0.2589 |
| 0.5436 | 4.4178 | 45000 | 0.6086 | 0.0074 | 0.2558 | 0.7674 | 0.2558 |
| 0.6108 | 4.4276 | 45100 | 0.6073 | 0.0074 | 0.2561 | 0.7676 | 0.2561 |
| 0.5967 | 4.4375 | 45200 | 0.6181 | 0.0074 | 0.2397 | 0.7607 | 0.2397 |
| 0.5759 | 4.4473 | 45300 | 0.6100 | 0.0074 | 0.2593 | 0.7674 | 0.2593 |
| 0.574 | 4.4571 | 45400 | 0.6086 | 0.0074 | 0.2565 | 0.7671 | 0.2565 |
| 0.5965 | 4.4669 | 45500 | 0.6040 | 0.0074 | 0.2580 | 0.7696 | 0.2580 |
| 0.6013 | 4.4767 | 45600 | 0.6047 | 0.0074 | 0.2597 | 0.7688 | 0.2597 |
| 0.6232 | 4.4866 | 45700 | 0.6058 | 0.0074 | 0.2578 | 0.7681 | 0.2578 |
| 0.5885 | 4.4964 | 45800 | 0.6053 | 0.0074 | 0.2533 | 0.7682 | 0.2533 |
| 0.6348 | 4.5062 | 45900 | 0.6106 | 0.0074 | 0.2582 | 0.7672 | 0.2582 |
| 0.6156 | 4.5160 | 46000 | 0.6076 | 0.0074 | 0.2536 | 0.7663 | 0.2536 |
| 0.6323 | 4.5258 | 46100 | 0.6063 | 0.0074 | 0.2582 | 0.7677 | 0.2582 |
| 0.5987 | 4.5356 | 46200 | 0.5996 | 0.0074 | 0.2646 | 0.7716 | 0.2646 |
| 0.5533 | 4.5455 | 46300 | 0.6061 | 0.0074 | 0.2564 | 0.7677 | 0.2564 |
| 0.5797 | 4.5553 | 46400 | 0.6085 | 0.0074 | 0.2520 | 0.7658 | 0.2520 |
| 0.5794 | 4.5651 | 46500 | 0.6068 | 0.0074 | 0.2498 | 0.7658 | 0.2498 |
| 0.6021 | 4.5749 | 46600 | 0.6037 | 0.0074 | 0.2562 | 0.7690 | 0.2562 |
| 0.5809 | 4.5847 | 46700 | 0.6181 | 0.0074 | 0.2484 | 0.7627 | 0.2484 |
| 0.5703 | 4.5945 | 46800 | 0.6034 | 0.0074 | 0.2602 | 0.7689 | 0.2602 |
| 0.6139 | 4.6044 | 46900 | 0.6073 | 0.0074 | 0.2531 | 0.7671 | 0.2531 |
| 0.6336 | 4.6142 | 47000 | 0.6028 | 0.0074 | 0.2616 | 0.7705 | 0.2616 |
| 0.5988 | 4.6240 | 47100 | 0.5995 | 0.0074 | 0.2632 | 0.7699 | 0.2632 |
| 0.5573 | 4.6338 | 47200 | 0.5987 | 0.0074 | 0.2616 | 0.7697 | 0.2616 |
| 0.6311 | 4.6436 | 47300 | 0.6057 | 0.0074 | 0.2575 | 0.7684 | 0.2575 |
| 0.5836 | 4.6534 | 47400 | 0.6135 | 0.0074 | 0.2527 | 0.7645 | 0.2527 |
| 0.5991 | 4.6633 | 47500 | 0.6035 | 0.0074 | 0.2611 | 0.7679 | 0.2611 |
| 0.6548 | 4.6731 | 47600 | 0.6007 | 0.0074 | 0.2618 | 0.7702 | 0.2618 |
| 0.5467 | 4.6829 | 47700 | 0.5997 | 0.0074 | 0.2640 | 0.7700 | 0.2640 |
| 0.5612 | 4.6927 | 47800 | 0.6009 | 0.0074 | 0.2596 | 0.7690 | 0.2596 |
| 0.5387 | 4.7025 | 47900 | 0.5956 | 0.0074 | 0.2647 | 0.7711 | 0.2647 |
| 0.6278 | 4.7124 | 48000 | 0.6056 | 0.0074 | 0.2662 | 0.7680 | 0.2662 |
| 0.5333 | 4.7222 | 48100 | 0.6066 | 0.0074 | 0.2587 | 0.7677 | 0.2587 |
| 0.6304 | 4.7320 | 48200 | 0.6054 | 0.0074 | 0.2596 | 0.7687 | 0.2596 |
| 0.625 | 4.7418 | 48300 | 0.5988 | 0.0074 | 0.2610 | 0.7702 | 0.2610 |
| 0.5746 | 4.7516 | 48400 | 0.5978 | 0.0074 | 0.2625 | 0.7703 | 0.2625 |
| 0.6224 | 4.7614 | 48500 | 0.5977 | 0.0074 | 0.2560 | 0.7698 | 0.2560 |
| 0.5608 | 4.7713 | 48600 | 0.6066 | 0.0074 | 0.2583 | 0.7676 | 0.2583 |
| 0.6255 | 4.7811 | 48700 | 0.6030 | 0.0074 | 0.2560 | 0.7681 | 0.2560 |
| 0.5902 | 4.7909 | 48800 | 0.6051 | 0.0074 | 0.2556 | 0.7668 | 0.2556 |
| 0.5587 | 4.8007 | 48900 | 0.5981 | 0.0074 | 0.2625 | 0.7711 | 0.2625 |
| 0.5732 | 4.8105 | 49000 | 0.5943 | 0.0074 | 0.2647 | 0.7721 | 0.2647 |
| 0.569 | 4.8203 | 49100 | 0.6012 | 0.0074 | 0.2546 | 0.7679 | 0.2546 |
| 0.5451 | 4.8302 | 49200 | 0.6046 | 0.0074 | 0.2529 | 0.7671 | 0.2529 |
| 0.6196 | 4.8400 | 49300 | 0.6036 | 0.0074 | 0.2598 | 0.7679 | 0.2598 |
| 0.5948 | 4.8498 | 49400 | 0.6022 | 0.0074 | 0.2614 | 0.7690 | 0.2614 |
| 0.5693 | 4.8596 | 49500 | 0.5969 | 0.0074 | 0.2653 | 0.7708 | 0.2653 |
| 0.5616 | 4.8694 | 49600 | 0.6013 | 0.0074 | 0.2575 | 0.7684 | 0.2575 |
| 0.5993 | 4.8792 | 49700 | 0.6010 | 0.0074 | 0.2629 | 0.7697 | 0.2629 |
| 0.6112 | 4.8891 | 49800 | 0.6079 | 0.0074 | 0.2556 | 0.7670 | 0.2556 |
| 0.5857 | 4.8989 | 49900 | 0.6041 | 0.0074 | 0.2636 | 0.7679 | 0.2636 |
| 0.6146 | 4.9087 | 50000 | 0.5958 | 0.0074 | 0.2603 | 0.7696 | 0.2603 |
| 0.5752 | 4.9185 | 50100 | 0.5976 | 0.0074 | 0.2636 | 0.7700 | 0.2636 |
| 0.5627 | 4.9283 | 50200 | 0.6000 | 0.0074 | 0.2610 | 0.7709 | 0.2610 |
| 0.5836 | 4.9382 | 50300 | 0.5910 | 0.0074 | 0.2632 | 0.7726 | 0.2632 |
| 0.6267 | 4.9480 | 50400 | 0.6017 | 0.0074 | 0.2571 | 0.7687 | 0.2571 |
| 0.5565 | 4.9578 | 50500 | 0.6024 | 0.0074 | 0.2598 | 0.7693 | 0.2598 |
| 0.596 | 4.9676 | 50600 | 0.6070 | 0.0074 | 0.2540 | 0.7670 | 0.2540 |
| 0.5592 | 4.9774 | 50700 | 0.5946 | 0.0074 | 0.2636 | 0.7726 | 0.2636 |
| 0.6113 | 4.9872 | 50800 | 0.6089 | 0.0074 | 0.2541 | 0.7670 | 0.2541 |
| 0.5453 | 4.9971 | 50900 | 0.5926 | 0.0074 | 0.2666 | 0.7729 | 0.2666 |
| 0.5284 | 5.0069 | 51000 | 0.5990 | 0.0074 | 0.2626 | 0.7705 | 0.2626 |
| 0.5579 | 5.0167 | 51100 | 0.5953 | 0.0074 | 0.2591 | 0.7708 | 0.2591 |
| 0.5905 | 5.0265 | 51200 | 0.5960 | 0.0074 | 0.2649 | 0.7718 | 0.2649 |
| 0.6628 | 5.0363 | 51300 | 0.5928 | 0.0074 | 0.2703 | 0.7736 | 0.2703 |
| 0.6043 | 5.0461 | 51400 | 0.6061 | 0.0074 | 0.2656 | 0.7712 | 0.2656 |
| 0.6186 | 5.0560 | 51500 | 0.5974 | 0.0074 | 0.2683 | 0.7724 | 0.2683 |
| 0.572 | 5.0658 | 51600 | 0.5964 | 0.0074 | 0.2621 | 0.7702 | 0.2621 |
| 0.5533 | 5.0756 | 51700 | 0.5982 | 0.0074 | 0.2609 | 0.7700 | 0.2609 |
| 0.5728 | 5.0854 | 51800 | 0.5944 | 0.0074 | 0.2656 | 0.7720 | 0.2656 |
| 0.5833 | 5.0952 | 51900 | 0.6027 | 0.0074 | 0.2614 | 0.7694 | 0.2614 |
| 0.5497 | 5.1050 | 52000 | 0.5935 | 0.0074 | 0.2679 | 0.7728 | 0.2679 |
| 0.6417 | 5.1149 | 52100 | 0.5992 | 0.0074 | 0.2647 | 0.7704 | 0.2647 |
| 0.605 | 5.1247 | 52200 | 0.5930 | 0.0074 | 0.2725 | 0.7741 | 0.2725 |
| 0.5646 | 5.1345 | 52300 | 0.6004 | 0.0074 | 0.2669 | 0.7710 | 0.2669 |
| 0.64 | 5.1443 | 52400 | 0.6040 | 0.0074 | 0.2643 | 0.7694 | 0.2643 |
| 0.5674 | 5.1541 | 52500 | 0.6006 | 0.0074 | 0.2625 | 0.7702 | 0.2625 |
| 0.5663 | 5.1640 | 52600 | 0.5932 | 0.0074 | 0.2633 | 0.7721 | 0.2633 |
| 0.6062 | 5.1738 | 52700 | 0.5932 | 0.0074 | 0.2631 | 0.7716 | 0.2631 |
| 0.6307 | 5.1836 | 52800 | 0.5949 | 0.0074 | 0.2685 | 0.7725 | 0.2685 |
| 0.5892 | 5.1934 | 52900 | 0.5987 | 0.0074 | 0.2644 | 0.7697 | 0.2644 |
| 0.5842 | 5.2032 | 53000 | 0.5888 | 0.0074 | 0.2743 | 0.7740 | 0.2743 |
| 0.6733 | 5.2130 | 53100 | 0.6024 | 0.0074 | 0.2634 | 0.7700 | 0.2634 |
| 0.6087 | 5.2229 | 53200 | 0.5954 | 0.0074 | 0.2657 | 0.7720 | 0.2657 |
| 0.5735 | 5.2327 | 53300 | 0.5965 | 0.0074 | 0.2579 | 0.7706 | 0.2579 |
| 0.5989 | 5.2425 | 53400 | 0.5950 | 0.0074 | 0.2714 | 0.7730 | 0.2714 |
| 0.5375 | 5.2523 | 53500 | 0.5907 | 0.0074 | 0.2676 | 0.7724 | 0.2676 |
| 0.5766 | 5.2621 | 53600 | 0.5915 | 0.0074 | 0.2714 | 0.7745 | 0.2714 |
| 0.5852 | 5.2719 | 53700 | 0.5927 | 0.0074 | 0.2628 | 0.7719 | 0.2628 |
| 0.6343 | 5.2818 | 53800 | 0.5931 | 0.0074 | 0.2722 | 0.7731 | 0.2722 |
| 0.577 | 5.2916 | 53900 | 0.5941 | 0.0074 | 0.2658 | 0.7711 | 0.2658 |
| 0.5251 | 5.3014 | 54000 | 0.5959 | 0.0074 | 0.2616 | 0.7706 | 0.2616 |
| 0.5783 | 5.3112 | 54100 | 0.5881 | 0.0074 | 0.2710 | 0.7744 | 0.2710 |
| 0.6068 | 5.3210 | 54200 | 0.5838 | 0.0074 | 0.2736 | 0.7749 | 0.2736 |
| 0.5856 | 5.3308 | 54300 | 0.6039 | 0.0074 | 0.2570 | 0.7677 | 0.2570 |
| 0.6185 | 5.3407 | 54400 | 0.5858 | 0.0074 | 0.2669 | 0.7743 | 0.2669 |
| 0.5964 | 5.3505 | 54500 | 0.5886 | 0.0074 | 0.2660 | 0.7730 | 0.2660 |
| 0.5174 | 5.3603 | 54600 | 0.5934 | 0.0074 | 0.2630 | 0.7728 | 0.2630 |
| 0.5668 | 5.3701 | 54700 | 0.5895 | 0.0074 | 0.2776 | 0.7765 | 0.2776 |
| 0.5996 | 5.3799 | 54800 | 0.5923 | 0.0074 | 0.2700 | 0.7745 | 0.2700 |
| 0.5944 | 5.3898 | 54900 | 0.5903 | 0.0074 | 0.2658 | 0.7736 | 0.2658 |
| 0.5624 | 5.3996 | 55000 | 0.5985 | 0.0074 | 0.2629 | 0.7708 | 0.2629 |
| 0.5837 | 5.4094 | 55100 | 0.5953 | 0.0074 | 0.2685 | 0.7732 | 0.2685 |
| 0.5492 | 5.4192 | 55200 | 0.5941 | 0.0074 | 0.2660 | 0.7725 | 0.2660 |
| 0.566 | 5.4290 | 55300 | 0.5891 | 0.0074 | 0.2722 | 0.7724 | 0.2722 |
| 0.5696 | 5.4388 | 55400 | 0.5899 | 0.0074 | 0.2726 | 0.7742 | 0.2726 |
| 0.579 | 5.4487 | 55500 | 0.5977 | 0.0074 | 0.2630 | 0.7710 | 0.2630 |
| 0.5954 | 5.4585 | 55600 | 0.5939 | 0.0074 | 0.2603 | 0.7719 | 0.2603 |
| 0.6034 | 5.4683 | 55700 | 0.5845 | 0.0074 | 0.2681 | 0.7757 | 0.2681 |
| 0.5389 | 5.4781 | 55800 | 0.5932 | 0.0074 | 0.2669 | 0.7722 | 0.2669 |
| 0.5563 | 5.4879 | 55900 | 0.5944 | 0.0074 | 0.2695 | 0.7738 | 0.2695 |
| 0.5733 | 5.4977 | 56000 | 0.5976 | 0.0074 | 0.2660 | 0.7712 | 0.2660 |
| 0.5473 | 5.5076 | 56100 | 0.5983 | 0.0074 | 0.2607 | 0.7715 | 0.2607 |
| 0.5617 | 5.5174 | 56200 | 0.5905 | 0.0074 | 0.2667 | 0.7733 | 0.2667 |
| 0.613 | 5.5272 | 56300 | 0.5873 | 0.0074 | 0.2685 | 0.7733 | 0.2685 |
| 0.6077 | 5.5370 | 56400 | 0.5908 | 0.0074 | 0.2711 | 0.7741 | 0.2711 |
| 0.5593 | 5.5468 | 56500 | 0.5908 | 0.0074 | 0.2642 | 0.7729 | 0.2642 |
| 0.627 | 5.5566 | 56600 | 0.5877 | 0.0074 | 0.2743 | 0.7760 | 0.2743 |
| 0.5747 | 5.5665 | 56700 | 0.5876 | 0.0074 | 0.2676 | 0.7755 | 0.2676 |
| 0.6607 | 5.5763 | 56800 | 0.5964 | 0.0074 | 0.2627 | 0.7706 | 0.2627 |
| 0.5773 | 5.5861 | 56900 | 0.5944 | 0.0074 | 0.2652 | 0.7707 | 0.2652 |
| 0.5283 | 5.5959 | 57000 | 0.5956 | 0.0074 | 0.2607 | 0.7712 | 0.2607 |
| 0.5442 | 5.6057 | 57100 | 0.5876 | 0.0074 | 0.2677 | 0.7739 | 0.2677 |
| 0.518 | 5.6156 | 57200 | 0.5914 | 0.0074 | 0.2685 | 0.7738 | 0.2685 |
| 0.5912 | 5.6254 | 57300 | 0.5877 | 0.0074 | 0.2669 | 0.7743 | 0.2669 |
| 0.6132 | 5.6352 | 57400 | 0.5906 | 0.0074 | 0.2638 | 0.7738 | 0.2638 |
| 0.5552 | 5.6450 | 57500 | 0.5906 | 0.0074 | 0.2734 | 0.7751 | 0.2734 |
| 0.5568 | 5.6548 | 57600 | 0.5928 | 0.0074 | 0.2700 | 0.7741 | 0.2700 |
| 0.6128 | 5.6646 | 57700 | 0.5884 | 0.0074 | 0.2724 | 0.7745 | 0.2724 |
| 0.5931 | 5.6745 | 57800 | 0.5856 | 0.0074 | 0.2744 | 0.7754 | 0.2744 |
| 0.5993 | 5.6843 | 57900 | 0.5901 | 0.0074 | 0.2743 | 0.7746 | 0.2743 |
| 0.5283 | 5.6941 | 58000 | 0.5871 | 0.0074 | 0.2787 | 0.7760 | 0.2787 |
| 0.5425 | 5.7039 | 58100 | 0.5890 | 0.0074 | 0.2734 | 0.7737 | 0.2734 |
| 0.5868 | 5.7137 | 58200 | 0.5886 | 0.0074 | 0.2687 | 0.7749 | 0.2687 |
| 0.5563 | 5.7235 | 58300 | 0.5963 | 0.0074 | 0.2698 | 0.7729 | 0.2698 |
| 0.609 | 5.7334 | 58400 | 0.5904 | 0.0074 | 0.2704 | 0.7745 | 0.2704 |
| 0.5809 | 5.7432 | 58500 | 0.5774 | 0.0074 | 0.2726 | 0.7795 | 0.2726 |
| 0.6007 | 5.7530 | 58600 | 0.5909 | 0.0074 | 0.2733 | 0.7734 | 0.2733 |
| 0.5663 | 5.7628 | 58700 | 0.5905 | 0.0074 | 0.2654 | 0.7737 | 0.2654 |
| 0.5683 | 5.7726 | 58800 | 0.5890 | 0.0074 | 0.2716 | 0.7741 | 0.2716 |
| 0.5286 | 5.7824 | 58900 | 0.5862 | 0.0074 | 0.2750 | 0.7761 | 0.2750 |
| 0.5808 | 5.7923 | 59000 | 0.5907 | 0.0074 | 0.2701 | 0.7726 | 0.2701 |
| 0.5709 | 5.8021 | 59100 | 0.5896 | 0.0074 | 0.2755 | 0.7749 | 0.2755 |
| 0.5597 | 5.8119 | 59200 | 0.5852 | 0.0074 | 0.2714 | 0.7752 | 0.2714 |
| 0.5757 | 5.8217 | 59300 | 0.5857 | 0.0074 | 0.2740 | 0.7745 | 0.2740 |
| 0.5066 | 5.8315 | 59400 | 0.5865 | 0.0074 | 0.2705 | 0.7749 | 0.2705 |
| 0.6473 | 5.8414 | 59500 | 0.5918 | 0.0074 | 0.2710 | 0.7746 | 0.2710 |
| 0.5546 | 5.8512 | 59600 | 0.5869 | 0.0074 | 0.2724 | 0.7739 | 0.2724 |
| 0.6333 | 5.8610 | 59700 | 0.5869 | 0.0074 | 0.2710 | 0.7742 | 0.2710 |
| 0.5561 | 5.8708 | 59800 | 0.5828 | 0.0074 | 0.2776 | 0.7768 | 0.2776 |
| 0.5657 | 5.8806 | 59900 | 0.5867 | 0.0074 | 0.2775 | 0.7765 | 0.2775 |
| 0.5542 | 5.8904 | 60000 | 0.5856 | 0.0074 | 0.2720 | 0.7747 | 0.2720 |
| 0.5797 | 5.9003 | 60100 | 0.5854 | 0.0074 | 0.2750 | 0.7751 | 0.2750 |
| 0.5987 | 5.9101 | 60200 | 0.5879 | 0.0074 | 0.2632 | 0.7723 | 0.2632 |
| 0.5826 | 5.9199 | 60300 | 0.5948 | 0.0074 | 0.2664 | 0.7726 | 0.2664 |
| 0.5579 | 5.9297 | 60400 | 0.5829 | 0.0074 | 0.2721 | 0.7754 | 0.2721 |
| 0.5516 | 5.9395 | 60500 | 0.5865 | 0.0074 | 0.2684 | 0.7748 | 0.2684 |
| 0.5291 | 5.9493 | 60600 | 0.5881 | 0.0074 | 0.2642 | 0.7736 | 0.2642 |
| 0.5871 | 5.9592 | 60700 | 0.5865 | 0.0074 | 0.2730 | 0.7744 | 0.2730 |
| 0.5733 | 5.9690 | 60800 | 0.5993 | 0.0074 | 0.2718 | 0.7722 | 0.2718 |
| 0.5892 | 5.9788 | 60900 | 0.5776 | 0.0074 | 0.2774 | 0.7795 | 0.2774 |
| 0.5121 | 5.9886 | 61000 | 0.5801 | 0.0074 | 0.2707 | 0.7766 | 0.2707 |
| 0.6308 | 5.9984 | 61100 | 0.5910 | 0.0074 | 0.2728 | 0.7753 | 0.2728 |
| 0.5177 | 6.0082 | 61200 | 0.5837 | 0.0074 | 0.2754 | 0.7758 | 0.2754 |
| 0.467 | 6.0181 | 61300 | 0.5861 | 0.0074 | 0.2727 | 0.7759 | 0.2727 |
| 0.5142 | 6.0279 | 61400 | 0.5879 | 0.0074 | 0.2752 | 0.7743 | 0.2752 |
| 0.5656 | 6.0377 | 61500 | 0.5816 | 0.0074 | 0.2768 | 0.7771 | 0.2768 |
| 0.5462 | 6.0475 | 61600 | 0.5794 | 0.0074 | 0.2791 | 0.7780 | 0.2791 |
| 0.5456 | 6.0573 | 61700 | 0.5821 | 0.0074 | 0.2699 | 0.7760 | 0.2699 |
| 0.5196 | 6.0672 | 61800 | 0.5802 | 0.0074 | 0.2723 | 0.7759 | 0.2723 |
| 0.6091 | 6.0770 | 61900 | 0.5844 | 0.0074 | 0.2753 | 0.7758 | 0.2753 |
| 0.5721 | 6.0868 | 62000 | 0.5815 | 0.0074 | 0.2753 | 0.7786 | 0.2753 |
| 0.5356 | 6.0966 | 62100 | 0.5875 | 0.0074 | 0.2766 | 0.7759 | 0.2766 |
| 0.595 | 6.1064 | 62200 | 0.5882 | 0.0074 | 0.2732 | 0.7765 | 0.2732 |
| 0.5455 | 6.1162 | 62300 | 0.5751 | 0.0074 | 0.2805 | 0.7785 | 0.2805 |
| 0.5772 | 6.1261 | 62400 | 0.5864 | 0.0074 | 0.2676 | 0.7750 | 0.2676 |
| 0.5199 | 6.1359 | 62500 | 0.5845 | 0.0074 | 0.2759 | 0.7767 | 0.2759 |
| 0.5593 | 6.1457 | 62600 | 0.5802 | 0.0074 | 0.2772 | 0.7789 | 0.2772 |
| 0.5505 | 6.1555 | 62700 | 0.5874 | 0.0074 | 0.2768 | 0.7770 | 0.2768 |
| 0.5674 | 6.1653 | 62800 | 0.5785 | 0.0074 | 0.2763 | 0.7774 | 0.2763 |
| 0.5673 | 6.1751 | 62900 | 0.5828 | 0.0074 | 0.2703 | 0.7752 | 0.2703 |
| 0.5765 | 6.1850 | 63000 | 0.5837 | 0.0074 | 0.2714 | 0.7754 | 0.2714 |
| 0.5724 | 6.1948 | 63100 | 0.5862 | 0.0074 | 0.2714 | 0.7746 | 0.2714 |
| 0.5648 | 6.2046 | 63200 | 0.5778 | 0.0074 | 0.2856 | 0.7802 | 0.2856 |
| 0.6016 | 6.2144 | 63300 | 0.5759 | 0.0074 | 0.2806 | 0.7787 | 0.2806 |
| 0.5672 | 6.2242 | 63400 | 0.5807 | 0.0074 | 0.2768 | 0.7766 | 0.2768 |
| 0.5584 | 6.2340 | 63500 | 0.5774 | 0.0074 | 0.2754 | 0.7776 | 0.2754 |
| 0.5608 | 6.2439 | 63600 | 0.5816 | 0.0074 | 0.2723 | 0.7760 | 0.2723 |
| 0.572 | 6.2537 | 63700 | 0.5840 | 0.0074 | 0.2781 | 0.7758 | 0.2781 |
| 0.5868 | 6.2635 | 63800 | 0.5831 | 0.0074 | 0.2806 | 0.7771 | 0.2806 |
| 0.5831 | 6.2733 | 63900 | 0.5857 | 0.0074 | 0.2748 | 0.7745 | 0.2748 |
| 0.6253 | 6.2831 | 64000 | 0.5800 | 0.0074 | 0.2794 | 0.7774 | 0.2794 |
| 0.5346 | 6.2930 | 64100 | 0.5812 | 0.0074 | 0.2809 | 0.7787 | 0.2809 |
| 0.5361 | 6.3028 | 64200 | 0.5819 | 0.0074 | 0.2743 | 0.7755 | 0.2743 |
| 0.6125 | 6.3126 | 64300 | 0.5837 | 0.0074 | 0.2776 | 0.7760 | 0.2776 |
| 0.5596 | 6.3224 | 64400 | 0.5748 | 0.0074 | 0.2832 | 0.7805 | 0.2832 |
| 0.528 | 6.3322 | 64500 | 0.5838 | 0.0074 | 0.2721 | 0.7755 | 0.2721 |
| 0.5466 | 6.3420 | 64600 | 0.5803 | 0.0074 | 0.2812 | 0.7781 | 0.2812 |
| 0.5801 | 6.3519 | 64700 | 0.5756 | 0.0074 | 0.2808 | 0.7777 | 0.2808 |
| 0.5409 | 6.3617 | 64800 | 0.5857 | 0.0074 | 0.2744 | 0.7775 | 0.2744 |
| 0.5775 | 6.3715 | 64900 | 0.5801 | 0.0074 | 0.2725 | 0.7768 | 0.2725 |
| 0.5721 | 6.3813 | 65000 | 0.5717 | 0.0074 | 0.2794 | 0.7788 | 0.2794 |
| 0.5657 | 6.3911 | 65100 | 0.5823 | 0.0074 | 0.2772 | 0.7771 | 0.2772 |
| 0.6652 | 6.4009 | 65200 | 0.5827 | 0.0074 | 0.2798 | 0.7768 | 0.2798 |
| 0.5561 | 6.4108 | 65300 | 0.5766 | 0.0074 | 0.2850 | 0.7800 | 0.2850 |
| 0.5888 | 6.4206 | 65400 | 0.5790 | 0.0074 | 0.2812 | 0.7784 | 0.2812 |
| 0.5749 | 6.4304 | 65500 | 0.5790 | 0.0074 | 0.2768 | 0.7777 | 0.2768 |
| 0.5903 | 6.4402 | 65600 | 0.5769 | 0.0074 | 0.2807 | 0.7796 | 0.2807 |
| 0.5932 | 6.4500 | 65700 | 0.5803 | 0.0074 | 0.2800 | 0.7783 | 0.2800 |
| 0.5509 | 6.4598 | 65800 | 0.5796 | 0.0074 | 0.2799 | 0.7791 | 0.2799 |
| 0.5658 | 6.4697 | 65900 | 0.5831 | 0.0074 | 0.2779 | 0.7769 | 0.2779 |
| 0.5736 | 6.4795 | 66000 | 0.5812 | 0.0074 | 0.2766 | 0.7759 | 0.2766 |
| 0.5283 | 6.4893 | 66100 | 0.5777 | 0.0074 | 0.2745 | 0.7772 | 0.2745 |
| 0.5507 | 6.4991 | 66200 | 0.5748 | 0.0074 | 0.2776 | 0.7797 | 0.2776 |
| 0.5854 | 6.5089 | 66300 | 0.5804 | 0.0074 | 0.2741 | 0.7791 | 0.2741 |
| 0.5473 | 6.5188 | 66400 | 0.5766 | 0.0074 | 0.2808 | 0.7787 | 0.2808 |
| 0.5958 | 6.5286 | 66500 | 0.5747 | 0.0074 | 0.2742 | 0.7788 | 0.2742 |
| 0.5578 | 6.5384 | 66600 | 0.5821 | 0.0074 | 0.2767 | 0.7762 | 0.2767 |
| 0.5604 | 6.5482 | 66700 | 0.5763 | 0.0074 | 0.2783 | 0.7777 | 0.2783 |
| 0.5262 | 6.5580 | 66800 | 0.5749 | 0.0074 | 0.2811 | 0.7797 | 0.2811 |
| 0.6163 | 6.5678 | 66900 | 0.5770 | 0.0074 | 0.2752 | 0.7786 | 0.2752 |
| 0.6047 | 6.5777 | 67000 | 0.5806 | 0.0074 | 0.2684 | 0.7763 | 0.2684 |
| 0.5756 | 6.5875 | 67100 | 0.5791 | 0.0074 | 0.2758 | 0.7770 | 0.2758 |
| 0.553 | 6.5973 | 67200 | 0.5811 | 0.0074 | 0.2744 | 0.7765 | 0.2744 |
| 0.5437 | 6.6071 | 67300 | 0.5760 | 0.0074 | 0.2858 | 0.7798 | 0.2858 |
| 0.5182 | 6.6169 | 67400 | 0.5714 | 0.0074 | 0.2761 | 0.7797 | 0.2761 |
| 0.6118 | 6.6267 | 67500 | 0.5776 | 0.0074 | 0.2812 | 0.7789 | 0.2812 |
| 0.5623 | 6.6366 | 67600 | 0.5765 | 0.0074 | 0.2718 | 0.7770 | 0.2718 |
| 0.6496 | 6.6464 | 67700 | 0.5740 | 0.0074 | 0.2825 | 0.7796 | 0.2825 |
| 0.5137 | 6.6562 | 67800 | 0.5845 | 0.0074 | 0.2752 | 0.7768 | 0.2752 |
| 0.5701 | 6.6660 | 67900 | 0.5785 | 0.0074 | 0.2801 | 0.7791 | 0.2801 |
| 0.5552 | 6.6758 | 68000 | 0.5736 | 0.0074 | 0.2832 | 0.7803 | 0.2832 |
| 0.5654 | 6.6856 | 68100 | 0.5726 | 0.0074 | 0.2786 | 0.7791 | 0.2786 |
| 0.6142 | 6.6955 | 68200 | 0.5778 | 0.0074 | 0.2787 | 0.7779 | 0.2787 |
| 0.5143 | 6.7053 | 68300 | 0.5761 | 0.0074 | 0.2803 | 0.7782 | 0.2803 |
| 0.5087 | 6.7151 | 68400 | 0.5777 | 0.0074 | 0.2775 | 0.7778 | 0.2775 |
| 0.5799 | 6.7249 | 68500 | 0.5743 | 0.0074 | 0.2826 | 0.7799 | 0.2826 |
| 0.5609 | 6.7347 | 68600 | 0.5717 | 0.0074 | 0.2825 | 0.7811 | 0.2825 |
| 0.5189 | 6.7446 | 68700 | 0.5739 | 0.0074 | 0.2868 | 0.7798 | 0.2868 |
| 0.5633 | 6.7544 | 68800 | 0.5747 | 0.0074 | 0.2810 | 0.7800 | 0.2810 |
| 0.5975 | 6.7642 | 68900 | 0.5763 | 0.0074 | 0.2792 | 0.7786 | 0.2792 |
| 0.6139 | 6.7740 | 69000 | 0.5719 | 0.0074 | 0.2866 | 0.7797 | 0.2866 |
| 0.585 | 6.7838 | 69100 | 0.5750 | 0.0074 | 0.2845 | 0.7807 | 0.2845 |
| 0.6176 | 6.7936 | 69200 | 0.5791 | 0.0074 | 0.2806 | 0.7776 | 0.2806 |
| 0.5393 | 6.8035 | 69300 | 0.5749 | 0.0074 | 0.2772 | 0.7780 | 0.2772 |
| 0.5633 | 6.8133 | 69400 | 0.5737 | 0.0074 | 0.2752 | 0.7779 | 0.2752 |
| 0.5875 | 6.8231 | 69500 | 0.5754 | 0.0074 | 0.2802 | 0.7799 | 0.2802 |
| 0.5725 | 6.8329 | 69600 | 0.5698 | 0.0074 | 0.2830 | 0.7813 | 0.2830 |
| 0.6391 | 6.8427 | 69700 | 0.5790 | 0.0074 | 0.2763 | 0.7780 | 0.2763 |
| 0.5574 | 6.8525 | 69800 | 0.5697 | 0.0074 | 0.2794 | 0.7800 | 0.2794 |
| 0.4975 | 6.8624 | 69900 | 0.5754 | 0.0074 | 0.2797 | 0.7790 | 0.2797 |
| 0.603 | 6.8722 | 70000 | 0.5750 | 0.0074 | 0.2832 | 0.7795 | 0.2832 |
| 0.539 | 6.8820 | 70100 | 0.5739 | 0.0074 | 0.2825 | 0.7800 | 0.2825 |
| 0.5443 | 6.8918 | 70200 | 0.5781 | 0.0074 | 0.2759 | 0.7764 | 0.2759 |
| 0.5576 | 6.9016 | 70300 | 0.5744 | 0.0074 | 0.2785 | 0.7786 | 0.2785 |
| 0.547 | 6.9114 | 70400 | 0.5676 | 0.0074 | 0.2829 | 0.7802 | 0.2829 |
| 0.5591 | 6.9213 | 70500 | 0.5676 | 0.0074 | 0.2850 | 0.7821 | 0.2850 |
| 0.5285 | 6.9311 | 70600 | 0.5727 | 0.0074 | 0.2837 | 0.7803 | 0.2837 |
| 0.5651 | 6.9409 | 70700 | 0.5704 | 0.0074 | 0.2834 | 0.7804 | 0.2834 |
| 0.5477 | 6.9507 | 70800 | 0.5765 | 0.0074 | 0.2813 | 0.7791 | 0.2813 |
| 0.533 | 6.9605 | 70900 | 0.5746 | 0.0074 | 0.2823 | 0.7801 | 0.2823 |
| 0.6106 | 6.9704 | 71000 | 0.5727 | 0.0074 | 0.2832 | 0.7795 | 0.2832 |
| 0.6191 | 6.9802 | 71100 | 0.5707 | 0.0074 | 0.2805 | 0.7803 | 0.2805 |
| 0.6178 | 6.9900 | 71200 | 0.5694 | 0.0074 | 0.2863 | 0.7820 | 0.2863 |
| 0.5808 | 6.9998 | 71300 | 0.5767 | 0.0074 | 0.2911 | 0.7810 | 0.2911 |
| 0.5011 | 7.0096 | 71400 | 0.5802 | 0.0074 | 0.2793 | 0.7759 | 0.2793 |
| 0.5087 | 7.0194 | 71500 | 0.5656 | 0.0074 | 0.2904 | 0.7826 | 0.2904 |
| 0.4709 | 7.0293 | 71600 | 0.5711 | 0.0074 | 0.2842 | 0.7811 | 0.2842 |
| 0.5468 | 7.0391 | 71700 | 0.5712 | 0.0074 | 0.2801 | 0.7806 | 0.2801 |
| 0.5377 | 7.0489 | 71800 | 0.5716 | 0.0074 | 0.2825 | 0.7817 | 0.2825 |
| 0.558 | 7.0587 | 71900 | 0.5703 | 0.0074 | 0.2883 | 0.7821 | 0.2883 |
| 0.5569 | 7.0685 | 72000 | 0.5738 | 0.0074 | 0.2814 | 0.7794 | 0.2814 |
| 0.5618 | 7.0783 | 72100 | 0.5751 | 0.0074 | 0.2845 | 0.7795 | 0.2845 |
| 0.5654 | 7.0882 | 72200 | 0.5695 | 0.0074 | 0.2826 | 0.7815 | 0.2826 |
| 0.5506 | 7.0980 | 72300 | 0.5679 | 0.0074 | 0.2861 | 0.7817 | 0.2861 |
| 0.554 | 7.1078 | 72400 | 0.5768 | 0.0074 | 0.2750 | 0.7781 | 0.2750 |
| 0.5303 | 7.1176 | 72500 | 0.5779 | 0.0074 | 0.2774 | 0.7767 | 0.2774 |
| 0.5292 | 7.1274 | 72600 | 0.5697 | 0.0074 | 0.2803 | 0.7788 | 0.2803 |
| 0.5204 | 7.1372 | 72700 | 0.5701 | 0.0074 | 0.2852 | 0.7807 | 0.2852 |
| 0.58 | 7.1471 | 72800 | 0.5686 | 0.0074 | 0.2859 | 0.7810 | 0.2859 |
| 0.5889 | 7.1569 | 72900 | 0.5817 | 0.0074 | 0.2781 | 0.7775 | 0.2781 |
| 0.5694 | 7.1667 | 73000 | 0.5707 | 0.0074 | 0.2761 | 0.7797 | 0.2761 |
| 0.5479 | 7.1765 | 73100 | 0.5705 | 0.0074 | 0.2834 | 0.7825 | 0.2834 |
| 0.5437 | 7.1863 | 73200 | 0.5691 | 0.0074 | 0.2848 | 0.7806 | 0.2848 |
| 0.5747 | 7.1962 | 73300 | 0.5680 | 0.0074 | 0.2810 | 0.7811 | 0.2810 |
| 0.5606 | 7.2060 | 73400 | 0.5763 | 0.0074 | 0.2814 | 0.7792 | 0.2814 |
| 0.5707 | 7.2158 | 73500 | 0.5751 | 0.0074 | 0.2816 | 0.7800 | 0.2816 |
| 0.5546 | 7.2256 | 73600 | 0.5715 | 0.0074 | 0.2851 | 0.7805 | 0.2851 |
| 0.5667 | 7.2354 | 73700 | 0.5683 | 0.0074 | 0.2887 | 0.7824 | 0.2887 |
| 0.5667 | 7.2452 | 73800 | 0.5716 | 0.0074 | 0.2840 | 0.7800 | 0.2840 |
| 0.5424 | 7.2551 | 73900 | 0.5682 | 0.0074 | 0.2850 | 0.7819 | 0.2850 |
| 0.5347 | 7.2649 | 74000 | 0.5717 | 0.0074 | 0.2854 | 0.7805 | 0.2854 |
| 0.5704 | 7.2747 | 74100 | 0.5724 | 0.0074 | 0.2852 | 0.7808 | 0.2852 |
| 0.556 | 7.2845 | 74200 | 0.5715 | 0.0074 | 0.2859 | 0.7810 | 0.2859 |
| 0.5931 | 7.2943 | 74300 | 0.5759 | 0.0074 | 0.2806 | 0.7799 | 0.2806 |
| 0.5367 | 7.3041 | 74400 | 0.5623 | 0.0074 | 0.2874 | 0.7832 | 0.2874 |
| 0.4815 | 7.3140 | 74500 | 0.5680 | 0.0074 | 0.2864 | 0.7825 | 0.2864 |
| 0.538 | 7.3238 | 74600 | 0.5732 | 0.0074 | 0.2881 | 0.7814 | 0.2881 |
| 0.5252 | 7.3336 | 74700 | 0.5708 | 0.0074 | 0.2807 | 0.7809 | 0.2807 |
| 0.5253 | 7.3434 | 74800 | 0.5749 | 0.0074 | 0.2861 | 0.7801 | 0.2861 |
| 0.5489 | 7.3532 | 74900 | 0.5732 | 0.0074 | 0.2855 | 0.7801 | 0.2855 |
| 0.5695 | 7.3630 | 75000 | 0.5676 | 0.0074 | 0.2856 | 0.7822 | 0.2856 |
| 0.5892 | 7.3729 | 75100 | 0.5724 | 0.0074 | 0.2834 | 0.7805 | 0.2834 |
| 0.5413 | 7.3827 | 75200 | 0.5687 | 0.0074 | 0.2872 | 0.7828 | 0.2872 |
| 0.561 | 7.3925 | 75300 | 0.5717 | 0.0074 | 0.2846 | 0.7793 | 0.2846 |
| 0.5502 | 7.4023 | 75400 | 0.5689 | 0.0074 | 0.2795 | 0.7799 | 0.2795 |
| 0.5927 | 7.4121 | 75500 | 0.5734 | 0.0074 | 0.2814 | 0.7784 | 0.2814 |
| 0.5711 | 7.4220 | 75600 | 0.5679 | 0.0074 | 0.2909 | 0.7832 | 0.2909 |
| 0.5403 | 7.4318 | 75700 | 0.5778 | 0.0074 | 0.2781 | 0.7778 | 0.2781 |
| 0.5701 | 7.4416 | 75800 | 0.5690 | 0.0074 | 0.2879 | 0.7816 | 0.2879 |
| 0.608 | 7.4514 | 75900 | 0.5732 | 0.0074 | 0.2864 | 0.7813 | 0.2864 |
| 0.5904 | 7.4612 | 76000 | 0.5774 | 0.0074 | 0.2773 | 0.7782 | 0.2773 |
| 0.587 | 7.4710 | 76100 | 0.5758 | 0.0074 | 0.2810 | 0.7783 | 0.2810 |
| 0.5029 | 7.4809 | 76200 | 0.5690 | 0.0074 | 0.2917 | 0.7826 | 0.2917 |
| 0.5849 | 7.4907 | 76300 | 0.5680 | 0.0074 | 0.2903 | 0.7828 | 0.2903 |
| 0.5244 | 7.5005 | 76400 | 0.5655 | 0.0074 | 0.2919 | 0.7829 | 0.2919 |
| 0.5356 | 7.5103 | 76500 | 0.5670 | 0.0074 | 0.2872 | 0.7823 | 0.2872 |
| 0.5664 | 7.5201 | 76600 | 0.5681 | 0.0074 | 0.2863 | 0.7812 | 0.2863 |
| 0.5206 | 7.5299 | 76700 | 0.5740 | 0.0074 | 0.2831 | 0.7801 | 0.2831 |
| 0.5511 | 7.5398 | 76800 | 0.5738 | 0.0074 | 0.2819 | 0.7793 | 0.2819 |
| 0.541 | 7.5496 | 76900 | 0.5745 | 0.0074 | 0.2834 | 0.7800 | 0.2834 |
| 0.6172 | 7.5594 | 77000 | 0.5683 | 0.0074 | 0.2808 | 0.7806 | 0.2808 |
| 0.59 | 7.5692 | 77100 | 0.5733 | 0.0074 | 0.2823 | 0.7796 | 0.2823 |
| 0.5318 | 7.5790 | 77200 | 0.5689 | 0.0074 | 0.2850 | 0.7826 | 0.2850 |
| 0.5508 | 7.5888 | 77300 | 0.5690 | 0.0074 | 0.2890 | 0.7816 | 0.2890 |
| 0.4997 | 7.5987 | 77400 | 0.5684 | 0.0074 | 0.2821 | 0.7794 | 0.2821 |
| 0.5888 | 7.6085 | 77500 | 0.5741 | 0.0074 | 0.2851 | 0.7798 | 0.2851 |
| 0.5385 | 7.6183 | 77600 | 0.5719 | 0.0074 | 0.2799 | 0.7799 | 0.2799 |
| 0.4867 | 7.6281 | 77700 | 0.5683 | 0.0074 | 0.2870 | 0.7823 | 0.2870 |
| 0.5595 | 7.6379 | 77800 | 0.5652 | 0.0074 | 0.2912 | 0.7826 | 0.2912 |
| 0.5293 | 7.6478 | 77900 | 0.5725 | 0.0074 | 0.2846 | 0.7799 | 0.2846 |
| 0.568 | 7.6576 | 78000 | 0.5693 | 0.0074 | 0.2817 | 0.7799 | 0.2817 |
| 0.5854 | 7.6674 | 78100 | 0.5635 | 0.0074 | 0.2902 | 0.7829 | 0.2902 |
| 0.5084 | 7.6772 | 78200 | 0.5683 | 0.0074 | 0.2902 | 0.7836 | 0.2902 |
| 0.5072 | 7.6870 | 78300 | 0.5739 | 0.0074 | 0.2868 | 0.7807 | 0.2868 |
| 0.5113 | 7.6968 | 78400 | 0.5670 | 0.0074 | 0.2901 | 0.7818 | 0.2901 |
| 0.5416 | 7.7067 | 78500 | 0.5718 | 0.0074 | 0.2852 | 0.7816 | 0.2852 |
| 0.5158 | 7.7165 | 78600 | 0.5625 | 0.0074 | 0.2918 | 0.7847 | 0.2918 |
| 0.5322 | 7.7263 | 78700 | 0.5621 | 0.0074 | 0.2859 | 0.7831 | 0.2859 |
| 0.5686 | 7.7361 | 78800 | 0.5664 | 0.0074 | 0.2868 | 0.7823 | 0.2868 |
| 0.5929 | 7.7459 | 78900 | 0.5645 | 0.0074 | 0.2833 | 0.7813 | 0.2833 |
| 0.5189 | 7.7557 | 79000 | 0.5657 | 0.0074 | 0.2832 | 0.7810 | 0.2832 |
| 0.5642 | 7.7656 | 79100 | 0.5666 | 0.0074 | 0.2860 | 0.7818 | 0.2860 |
| 0.5045 | 7.7754 | 79200 | 0.5703 | 0.0074 | 0.2815 | 0.7798 | 0.2815 |
| 0.5688 | 7.7852 | 79300 | 0.5573 | 0.0074 | 0.2904 | 0.7858 | 0.2904 |
| 0.5132 | 7.7950 | 79400 | 0.5670 | 0.0074 | 0.2871 | 0.7811 | 0.2871 |
| 0.5222 | 7.8048 | 79500 | 0.5655 | 0.0074 | 0.2880 | 0.7823 | 0.2880 |
| 0.5705 | 7.8146 | 79600 | 0.5677 | 0.0074 | 0.2816 | 0.7810 | 0.2816 |
| 0.5437 | 7.8245 | 79700 | 0.5602 | 0.0074 | 0.2925 | 0.7850 | 0.2925 |
| 0.5777 | 7.8343 | 79800 | 0.5691 | 0.0074 | 0.2793 | 0.7811 | 0.2793 |
| 0.5331 | 7.8441 | 79900 | 0.5651 | 0.0074 | 0.2917 | 0.7835 | 0.2917 |
| 0.5248 | 7.8539 | 80000 | 0.5622 | 0.0074 | 0.2933 | 0.7837 | 0.2933 |
| 0.5621 | 7.8637 | 80100 | 0.5651 | 0.0074 | 0.2838 | 0.7823 | 0.2838 |
| 0.5434 | 7.8736 | 80200 | 0.5681 | 0.0074 | 0.2877 | 0.7821 | 0.2877 |
| 0.5568 | 7.8834 | 80300 | 0.5751 | 0.0074 | 0.2796 | 0.7778 | 0.2796 |
| 0.6522 | 7.8932 | 80400 | 0.5703 | 0.0074 | 0.2866 | 0.7810 | 0.2866 |
| 0.5451 | 7.9030 | 80500 | 0.5607 | 0.0074 | 0.2865 | 0.7844 | 0.2865 |
| 0.5114 | 7.9128 | 80600 | 0.5659 | 0.0074 | 0.2854 | 0.7822 | 0.2854 |
| 0.5402 | 7.9226 | 80700 | 0.5570 | 0.0074 | 0.2951 | 0.7862 | 0.2951 |
| 0.568 | 7.9325 | 80800 | 0.5685 | 0.0074 | 0.2837 | 0.7811 | 0.2837 |
| 0.5716 | 7.9423 | 80900 | 0.5651 | 0.0074 | 0.2859 | 0.7822 | 0.2859 |
| 0.5771 | 7.9521 | 81000 | 0.5667 | 0.0074 | 0.2928 | 0.7823 | 0.2928 |
| 0.487 | 7.9619 | 81100 | 0.5623 | 0.0074 | 0.2916 | 0.7831 | 0.2916 |
| 0.5585 | 7.9717 | 81200 | 0.5599 | 0.0074 | 0.2914 | 0.7849 | 0.2914 |
| 0.5778 | 7.9815 | 81300 | 0.5704 | 0.0074 | 0.2872 | 0.7811 | 0.2872 |
| 0.5561 | 7.9914 | 81400 | 0.5710 | 0.0074 | 0.2879 | 0.7820 | 0.2879 |
| 0.5013 | 8.0012 | 81500 | 0.5624 | 0.0074 | 0.2885 | 0.7832 | 0.2885 |
| 0.4846 | 8.0110 | 81600 | 0.5648 | 0.0074 | 0.2850 | 0.7827 | 0.2850 |
| 0.5049 | 8.0208 | 81700 | 0.5613 | 0.0074 | 0.2902 | 0.7833 | 0.2902 |
| 0.5279 | 8.0306 | 81800 | 0.5695 | 0.0074 | 0.2898 | 0.7829 | 0.2898 |
| 0.522 | 8.0404 | 81900 | 0.5666 | 0.0074 | 0.2833 | 0.7800 | 0.2833 |
| 0.5601 | 8.0503 | 82000 | 0.5682 | 0.0074 | 0.2850 | 0.7813 | 0.2850 |
| 0.5394 | 8.0601 | 82100 | 0.5654 | 0.0074 | 0.2902 | 0.7841 | 0.2902 |
| 0.5068 | 8.0699 | 82200 | 0.5625 | 0.0074 | 0.2876 | 0.7825 | 0.2876 |
| 0.4764 | 8.0797 | 82300 | 0.5766 | 0.0074 | 0.2881 | 0.7796 | 0.2881 |
| 0.6058 | 8.0895 | 82400 | 0.5663 | 0.0074 | 0.2857 | 0.7824 | 0.2857 |
| 0.5301 | 8.0994 | 82500 | 0.5617 | 0.0074 | 0.2915 | 0.7840 | 0.2915 |
| 0.558 | 8.1092 | 82600 | 0.5673 | 0.0074 | 0.2853 | 0.7817 | 0.2853 |
| 0.5443 | 8.1190 | 82700 | 0.5624 | 0.0074 | 0.2872 | 0.7831 | 0.2872 |
| 0.6255 | 8.1288 | 82800 | 0.5583 | 0.0074 | 0.2913 | 0.7855 | 0.2913 |
| 0.4939 | 8.1386 | 82900 | 0.5602 | 0.0074 | 0.2878 | 0.7837 | 0.2878 |
| 0.5471 | 8.1484 | 83000 | 0.5588 | 0.0074 | 0.2891 | 0.7841 | 0.2891 |
| 0.586 | 8.1583 | 83100 | 0.5683 | 0.0074 | 0.2895 | 0.7825 | 0.2895 |
| 0.5338 | 8.1681 | 83200 | 0.5580 | 0.0074 | 0.2929 | 0.7860 | 0.2929 |
| 0.5643 | 8.1779 | 83300 | 0.5664 | 0.0074 | 0.2813 | 0.7818 | 0.2813 |
| 0.5267 | 8.1877 | 83400 | 0.5654 | 0.0074 | 0.2955 | 0.7847 | 0.2955 |
| 0.5034 | 8.1975 | 83500 | 0.5589 | 0.0074 | 0.2967 | 0.7861 | 0.2967 |
| 0.5175 | 8.2073 | 83600 | 0.5583 | 0.0074 | 0.2908 | 0.7857 | 0.2908 |
| 0.5304 | 8.2172 | 83700 | 0.5612 | 0.0074 | 0.2930 | 0.7854 | 0.2930 |
| 0.5196 | 8.2270 | 83800 | 0.5591 | 0.0074 | 0.2928 | 0.7845 | 0.2928 |
| 0.4697 | 8.2368 | 83900 | 0.5587 | 0.0074 | 0.2951 | 0.7850 | 0.2951 |
| 0.5386 | 8.2466 | 84000 | 0.5640 | 0.0074 | 0.2921 | 0.7842 | 0.2921 |
| 0.5082 | 8.2564 | 84100 | 0.5559 | 0.0074 | 0.2992 | 0.7872 | 0.2992 |
| 0.5203 | 8.2662 | 84200 | 0.5610 | 0.0074 | 0.2913 | 0.7833 | 0.2913 |
| 0.5677 | 8.2761 | 84300 | 0.5666 | 0.0074 | 0.2891 | 0.7824 | 0.2891 |
| 0.5616 | 8.2859 | 84400 | 0.5594 | 0.0074 | 0.2995 | 0.7849 | 0.2995 |
| 0.5677 | 8.2957 | 84500 | 0.5675 | 0.0074 | 0.2852 | 0.7820 | 0.2852 |
| 0.5359 | 8.3055 | 84600 | 0.5605 | 0.0074 | 0.2855 | 0.7836 | 0.2855 |
| 0.5553 | 8.3153 | 84700 | 0.5580 | 0.0074 | 0.2979 | 0.7858 | 0.2979 |
| 0.5403 | 8.3252 | 84800 | 0.5615 | 0.0074 | 0.2909 | 0.7830 | 0.2909 |
| 0.5314 | 8.3350 | 84900 | 0.5648 | 0.0074 | 0.2872 | 0.7815 | 0.2872 |
| 0.5522 | 8.3448 | 85000 | 0.5549 | 0.0074 | 0.2950 | 0.7868 | 0.2950 |
| 0.5309 | 8.3546 | 85100 | 0.5539 | 0.0074 | 0.2999 | 0.7876 | 0.2999 |
| 0.5342 | 8.3644 | 85200 | 0.5641 | 0.0074 | 0.2897 | 0.7832 | 0.2897 |
| 0.5346 | 8.3742 | 85300 | 0.5603 | 0.0074 | 0.2930 | 0.7838 | 0.2930 |
| 0.5286 | 8.3841 | 85400 | 0.5634 | 0.0074 | 0.2841 | 0.7840 | 0.2841 |
| 0.4738 | 8.3939 | 85500 | 0.5612 | 0.0074 | 0.2892 | 0.7850 | 0.2892 |
| 0.5337 | 8.4037 | 85600 | 0.5612 | 0.0074 | 0.2943 | 0.7849 | 0.2943 |
| 0.5338 | 8.4135 | 85700 | 0.5641 | 0.0074 | 0.2930 | 0.7840 | 0.2930 |
| 0.5021 | 8.4233 | 85800 | 0.5566 | 0.0074 | 0.2921 | 0.7851 | 0.2921 |
| 0.5181 | 8.4331 | 85900 | 0.5590 | 0.0074 | 0.2938 | 0.7850 | 0.2938 |
| 0.5757 | 8.4430 | 86000 | 0.5652 | 0.0074 | 0.2932 | 0.7842 | 0.2932 |
| 0.5806 | 8.4528 | 86100 | 0.5643 | 0.0074 | 0.2851 | 0.7819 | 0.2851 |
| 0.5297 | 8.4626 | 86200 | 0.5573 | 0.0074 | 0.2927 | 0.7862 | 0.2927 |
| 0.5583 | 8.4724 | 86300 | 0.5648 | 0.0074 | 0.2899 | 0.7833 | 0.2899 |
| 0.5335 | 8.4822 | 86400 | 0.5560 | 0.0074 | 0.2953 | 0.7864 | 0.2953 |
| 0.5382 | 8.4920 | 86500 | 0.5606 | 0.0074 | 0.2870 | 0.7828 | 0.2870 |
| 0.5434 | 8.5019 | 86600 | 0.5617 | 0.0074 | 0.2886 | 0.7834 | 0.2886 |
| 0.5238 | 8.5117 | 86700 | 0.5617 | 0.0074 | 0.2931 | 0.7845 | 0.2931 |
| 0.556 | 8.5215 | 86800 | 0.5599 | 0.0074 | 0.2903 | 0.7850 | 0.2903 |
| 0.51 | 8.5313 | 86900 | 0.5559 | 0.0074 | 0.2946 | 0.7867 | 0.2946 |
| 0.5965 | 8.5411 | 87000 | 0.5548 | 0.0074 | 0.2942 | 0.7859 | 0.2942 |
| 0.4765 | 8.5510 | 87100 | 0.5487 | 0.0074 | 0.3002 | 0.7886 | 0.3002 |
| 0.5332 | 8.5608 | 87200 | 0.5605 | 0.0074 | 0.2959 | 0.7851 | 0.2959 |
| 0.5854 | 8.5706 | 87300 | 0.5594 | 0.0074 | 0.2938 | 0.7850 | 0.2938 |
| 0.5451 | 8.5804 | 87400 | 0.5644 | 0.0074 | 0.2848 | 0.7829 | 0.2848 |
| 0.5317 | 8.5902 | 87500 | 0.5599 | 0.0074 | 0.2913 | 0.7845 | 0.2913 |
| 0.5405 | 8.6000 | 87600 | 0.5724 | 0.0074 | 0.2818 | 0.7792 | 0.2818 |
| 0.5803 | 8.6099 | 87700 | 0.5681 | 0.0074 | 0.2866 | 0.7823 | 0.2866 |
| 0.5023 | 8.6197 | 87800 | 0.5604 | 0.0074 | 0.2934 | 0.7840 | 0.2934 |
| 0.5493 | 8.6295 | 87900 | 0.5573 | 0.0074 | 0.3006 | 0.7869 | 0.3006 |
| 0.5249 | 8.6393 | 88000 | 0.5652 | 0.0074 | 0.2883 | 0.7827 | 0.2883 |
| 0.5375 | 8.6491 | 88100 | 0.5552 | 0.0074 | 0.3005 | 0.7871 | 0.3005 |
| 0.5626 | 8.6589 | 88200 | 0.5569 | 0.0074 | 0.2928 | 0.7850 | 0.2928 |
| 0.5564 | 8.6688 | 88300 | 0.5589 | 0.0074 | 0.2904 | 0.7843 | 0.2904 |
| 0.5252 | 8.6786 | 88400 | 0.5584 | 0.0074 | 0.2951 | 0.7867 | 0.2951 |
| 0.568 | 8.6884 | 88500 | 0.5604 | 0.0074 | 0.2917 | 0.7842 | 0.2917 |
| 0.5586 | 8.6982 | 88600 | 0.5659 | 0.0074 | 0.2811 | 0.7822 | 0.2811 |
| 0.5157 | 8.7080 | 88700 | 0.5625 | 0.0074 | 0.2897 | 0.7833 | 0.2897 |
| 0.5416 | 8.7178 | 88800 | 0.5584 | 0.0074 | 0.2940 | 0.7854 | 0.2940 |
| 0.5315 | 8.7277 | 88900 | 0.5580 | 0.0074 | 0.2952 | 0.7858 | 0.2952 |
| 0.5319 | 8.7375 | 89000 | 0.5554 | 0.0074 | 0.2906 | 0.7854 | 0.2906 |
| 0.5227 | 8.7473 | 89100 | 0.5579 | 0.0074 | 0.2975 | 0.7863 | 0.2975 |
| 0.5311 | 8.7571 | 89200 | 0.5585 | 0.0074 | 0.2997 | 0.7844 | 0.2997 |
| 0.5351 | 8.7669 | 89300 | 0.5525 | 0.0074 | 0.2973 | 0.7870 | 0.2973 |
| 0.5084 | 8.7768 | 89400 | 0.5613 | 0.0074 | 0.2912 | 0.7834 | 0.2912 |
| 0.5699 | 8.7866 | 89500 | 0.5571 | 0.0074 | 0.2964 | 0.7861 | 0.2964 |
| 0.5106 | 8.7964 | 89600 | 0.5606 | 0.0074 | 0.2888 | 0.7839 | 0.2888 |
| 0.5365 | 8.8062 | 89700 | 0.5665 | 0.0074 | 0.2834 | 0.7818 | 0.2834 |
| 0.5201 | 8.8160 | 89800 | 0.5578 | 0.0074 | 0.2942 | 0.7855 | 0.2942 |
| 0.5596 | 8.8258 | 89900 | 0.5606 | 0.0074 | 0.2982 | 0.7853 | 0.2982 |
| 0.5125 | 8.8357 | 90000 | 0.5522 | 0.0074 | 0.2944 | 0.7873 | 0.2944 |
| 0.565 | 8.8455 | 90100 | 0.5591 | 0.0074 | 0.2917 | 0.7848 | 0.2917 |
| 0.527 | 8.8553 | 90200 | 0.5596 | 0.0074 | 0.2921 | 0.7845 | 0.2921 |
| 0.5302 | 8.8651 | 90300 | 0.5604 | 0.0074 | 0.2958 | 0.7848 | 0.2958 |
| 0.5255 | 8.8749 | 90400 | 0.5548 | 0.0074 | 0.2927 | 0.7867 | 0.2927 |
| 0.5585 | 8.8847 | 90500 | 0.5559 | 0.0074 | 0.2994 | 0.7871 | 0.2994 |
| 0.5723 | 8.8946 | 90600 | 0.5580 | 0.0074 | 0.2873 | 0.7835 | 0.2873 |
| 0.5145 | 8.9044 | 90700 | 0.5580 | 0.0074 | 0.2945 | 0.7854 | 0.2945 |
| 0.5487 | 8.9142 | 90800 | 0.5503 | 0.0074 | 0.2988 | 0.7877 | 0.2988 |
| 0.625 | 8.9240 | 90900 | 0.5501 | 0.0074 | 0.2998 | 0.7883 | 0.2998 |
| 0.5409 | 8.9338 | 91000 | 0.5594 | 0.0074 | 0.2917 | 0.7842 | 0.2917 |
| 0.52 | 8.9436 | 91100 | 0.5516 | 0.0074 | 0.2980 | 0.7874 | 0.2980 |
| 0.5177 | 8.9535 | 91200 | 0.5597 | 0.0074 | 0.2975 | 0.7857 | 0.2975 |
| 0.5136 | 8.9633 | 91300 | 0.5544 | 0.0074 | 0.2908 | 0.7848 | 0.2908 |
| 0.5825 | 8.9731 | 91400 | 0.5554 | 0.0074 | 0.2976 | 0.7866 | 0.2976 |
| 0.5158 | 8.9829 | 91500 | 0.5501 | 0.0074 | 0.3022 | 0.7881 | 0.3022 |
| 0.5177 | 8.9927 | 91600 | 0.5599 | 0.0074 | 0.2937 | 0.7849 | 0.2937 |
| 0.5512 | 9.0026 | 91700 | 0.5531 | 0.0074 | 0.2970 | 0.7875 | 0.2970 |
| 0.5343 | 9.0124 | 91800 | 0.5548 | 0.0074 | 0.2995 | 0.7867 | 0.2995 |
| 0.5601 | 9.0222 | 91900 | 0.5584 | 0.0074 | 0.2917 | 0.7856 | 0.2917 |
| 0.6372 | 9.0320 | 92000 | 0.5610 | 0.0074 | 0.2946 | 0.7856 | 0.2946 |
| 0.4868 | 9.0418 | 92100 | 0.5554 | 0.0074 | 0.2986 | 0.7862 | 0.2986 |
| 0.5768 | 9.0516 | 92200 | 0.5509 | 0.0074 | 0.2973 | 0.7863 | 0.2973 |
| 0.5099 | 9.0615 | 92300 | 0.5600 | 0.0074 | 0.2917 | 0.7848 | 0.2917 |
| 0.5255 | 9.0713 | 92400 | 0.5532 | 0.0074 | 0.2966 | 0.7866 | 0.2966 |
| 0.5442 | 9.0811 | 92500 | 0.5592 | 0.0074 | 0.2902 | 0.7848 | 0.2902 |
| 0.5148 | 9.0909 | 92600 | 0.5518 | 0.0074 | 0.2964 | 0.7878 | 0.2964 |
| 0.5367 | 9.1007 | 92700 | 0.5573 | 0.0074 | 0.2955 | 0.7862 | 0.2955 |
| 0.5166 | 9.1105 | 92800 | 0.5536 | 0.0074 | 0.2908 | 0.7855 | 0.2908 |
| 0.4715 | 9.1204 | 92900 | 0.5487 | 0.0074 | 0.3019 | 0.7881 | 0.3019 |
| 0.5626 | 9.1302 | 93000 | 0.5566 | 0.0074 | 0.2950 | 0.7861 | 0.2950 |
| 0.519 | 9.1400 | 93100 | 0.5539 | 0.0074 | 0.2963 | 0.7868 | 0.2963 |
| 0.5706 | 9.1498 | 93200 | 0.5513 | 0.0074 | 0.2941 | 0.7877 | 0.2941 |
| 0.4961 | 9.1596 | 93300 | 0.5543 | 0.0074 | 0.2930 | 0.7876 | 0.2930 |
| 0.5893 | 9.1694 | 93400 | 0.5515 | 0.0074 | 0.2916 | 0.7863 | 0.2916 |
| 0.4962 | 9.1793 | 93500 | 0.5546 | 0.0074 | 0.2977 | 0.7864 | 0.2977 |
| 0.5635 | 9.1891 | 93600 | 0.5546 | 0.0074 | 0.2955 | 0.7858 | 0.2955 |
| 0.5205 | 9.1989 | 93700 | 0.5544 | 0.0074 | 0.2957 | 0.7864 | 0.2957 |
| 0.5098 | 9.2087 | 93800 | 0.5578 | 0.0074 | 0.3006 | 0.7859 | 0.3006 |
| 0.5655 | 9.2185 | 93900 | 0.5547 | 0.0074 | 0.2966 | 0.7865 | 0.2966 |
| 0.4937 | 9.2284 | 94000 | 0.5541 | 0.0074 | 0.3027 | 0.7881 | 0.3027 |
| 0.5536 | 9.2382 | 94100 | 0.5539 | 0.0074 | 0.2943 | 0.7864 | 0.2943 |
| 0.5424 | 9.2480 | 94200 | 0.5578 | 0.0074 | 0.3006 | 0.7884 | 0.3006 |
| 0.5342 | 9.2578 | 94300 | 0.5569 | 0.0074 | 0.2970 | 0.7850 | 0.2970 |
| 0.583 | 9.2676 | 94400 | 0.5605 | 0.0074 | 0.2904 | 0.7847 | 0.2904 |
| 0.5576 | 9.2774 | 94500 | 0.5537 | 0.0074 | 0.2965 | 0.7869 | 0.2965 |
| 0.4679 | 9.2873 | 94600 | 0.5627 | 0.0074 | 0.2952 | 0.7846 | 0.2952 |
| 0.5811 | 9.2971 | 94700 | 0.5579 | 0.0074 | 0.2964 | 0.7855 | 0.2964 |
| 0.5567 | 9.3069 | 94800 | 0.5556 | 0.0074 | 0.2978 | 0.7870 | 0.2978 |
| 0.5024 | 9.3167 | 94900 | 0.5578 | 0.0074 | 0.2964 | 0.7859 | 0.2964 |
| 0.5669 | 9.3265 | 95000 | 0.5576 | 0.0074 | 0.2921 | 0.7848 | 0.2921 |
| 0.5094 | 9.3363 | 95100 | 0.5517 | 0.0074 | 0.2950 | 0.7865 | 0.2950 |
| 0.5544 | 9.3462 | 95200 | 0.5577 | 0.0074 | 0.3004 | 0.7875 | 0.3004 |
| 0.529 | 9.3560 | 95300 | 0.5528 | 0.0074 | 0.3013 | 0.7878 | 0.3013 |
| 0.5313 | 9.3658 | 95400 | 0.5594 | 0.0074 | 0.2890 | 0.7850 | 0.2890 |
| 0.5369 | 9.3756 | 95500 | 0.5546 | 0.0074 | 0.3010 | 0.7880 | 0.3010 |
| 0.4928 | 9.3854 | 95600 | 0.5487 | 0.0074 | 0.3048 | 0.7895 | 0.3048 |
| 0.5395 | 9.3952 | 95700 | 0.5574 | 0.0074 | 0.2946 | 0.7861 | 0.2946 |
| 0.495 | 9.4051 | 95800 | 0.5524 | 0.0074 | 0.3028 | 0.7877 | 0.3028 |
| 0.5945 | 9.4149 | 95900 | 0.5568 | 0.0074 | 0.2999 | 0.7871 | 0.2999 |
| 0.5757 | 9.4247 | 96000 | 0.5531 | 0.0074 | 0.2973 | 0.7887 | 0.2973 |
| 0.4751 | 9.4345 | 96100 | 0.5476 | 0.0074 | 0.3045 | 0.7887 | 0.3045 |
| 0.5725 | 9.4443 | 96200 | 0.5439 | 0.0074 | 0.3064 | 0.7910 | 0.3064 |
| 0.5265 | 9.4542 | 96300 | 0.5608 | 0.0074 | 0.2910 | 0.7836 | 0.2910 |
| 0.497 | 9.4640 | 96400 | 0.5485 | 0.0074 | 0.2995 | 0.7887 | 0.2995 |
| 0.5227 | 9.4738 | 96500 | 0.5609 | 0.0074 | 0.2950 | 0.7840 | 0.2950 |
| 0.4939 | 9.4836 | 96600 | 0.5543 | 0.0074 | 0.2981 | 0.7857 | 0.2981 |
| 0.5041 | 9.4934 | 96700 | 0.5632 | 0.0074 | 0.2856 | 0.7832 | 0.2856 |
| 0.4846 | 9.5032 | 96800 | 0.5514 | 0.0074 | 0.3004 | 0.7882 | 0.3004 |
| 0.6103 | 9.5131 | 96900 | 0.5584 | 0.0074 | 0.2943 | 0.7850 | 0.2943 |
| 0.5703 | 9.5229 | 97000 | 0.5571 | 0.0074 | 0.2932 | 0.7848 | 0.2932 |
| 0.5118 | 9.5327 | 97100 | 0.5590 | 0.0074 | 0.2913 | 0.7850 | 0.2913 |
| 0.539 | 9.5425 | 97200 | 0.5568 | 0.0074 | 0.2953 | 0.7850 | 0.2953 |
| 0.5319 | 9.5523 | 97300 | 0.5557 | 0.0074 | 0.2975 | 0.7867 | 0.2975 |
| 0.5095 | 9.5621 | 97400 | 0.5536 | 0.0074 | 0.2977 | 0.7870 | 0.2977 |
| 0.4876 | 9.5720 | 97500 | 0.5492 | 0.0074 | 0.2977 | 0.7878 | 0.2977 |
| 0.5456 | 9.5818 | 97600 | 0.5509 | 0.0074 | 0.3012 | 0.7880 | 0.3012 |
| 0.5418 | 9.5916 | 97700 | 0.5509 | 0.0074 | 0.2984 | 0.7877 | 0.2984 |
| 0.5226 | 9.6014 | 97800 | 0.5650 | 0.0074 | 0.2911 | 0.7840 | 0.2911 |
| 0.5081 | 9.6112 | 97900 | 0.5556 | 0.0074 | 0.2953 | 0.7860 | 0.2953 |
| 0.52 | 9.6210 | 98000 | 0.5518 | 0.0074 | 0.2962 | 0.7870 | 0.2962 |
| 0.5255 | 9.6309 | 98100 | 0.5608 | 0.0074 | 0.2921 | 0.7856 | 0.2921 |
| 0.5513 | 9.6407 | 98200 | 0.5562 | 0.0074 | 0.2930 | 0.7846 | 0.2930 |
| 0.5487 | 9.6505 | 98300 | 0.5476 | 0.0074 | 0.3066 | 0.7893 | 0.3066 |
| 0.4937 | 9.6603 | 98400 | 0.5451 | 0.0074 | 0.3054 | 0.7911 | 0.3054 |
| 0.5589 | 9.6701 | 98500 | 0.5494 | 0.0074 | 0.2997 | 0.7872 | 0.2997 |
| 0.5839 | 9.6800 | 98600 | 0.5526 | 0.0074 | 0.2959 | 0.7868 | 0.2959 |
| 0.5584 | 9.6898 | 98700 | 0.5549 | 0.0074 | 0.2995 | 0.7872 | 0.2995 |
| 0.5463 | 9.6996 | 98800 | 0.5525 | 0.0074 | 0.3011 | 0.7874 | 0.3011 |
| 0.4872 | 9.7094 | 98900 | 0.5571 | 0.0074 | 0.2906 | 0.7851 | 0.2906 |
| 0.576 | 9.7192 | 99000 | 0.5550 | 0.0074 | 0.2948 | 0.7857 | 0.2948 |
| 0.5485 | 9.7290 | 99100 | 0.5486 | 0.0074 | 0.2980 | 0.7897 | 0.2980 |
| 0.4804 | 9.7389 | 99200 | 0.5442 | 0.0074 | 0.3071 | 0.7912 | 0.3071 |
| 0.5567 | 9.7487 | 99300 | 0.5489 | 0.0074 | 0.3029 | 0.7892 | 0.3029 |
| 0.5345 | 9.7585 | 99400 | 0.5487 | 0.0074 | 0.3029 | 0.7889 | 0.3029 |
| 0.5407 | 9.7683 | 99500 | 0.5464 | 0.0074 | 0.3017 | 0.7893 | 0.3017 |
| 0.5772 | 9.7781 | 99600 | 0.5446 | 0.0074 | 0.3025 | 0.7892 | 0.3025 |
| 0.4696 | 9.7879 | 99700 | 0.5570 | 0.0074 | 0.2971 | 0.7867 | 0.2971 |
| 0.61 | 9.7978 | 99800 | 0.5498 | 0.0074 | 0.3008 | 0.7865 | 0.3008 |
| 0.5142 | 9.8076 | 99900 | 0.5514 | 0.0074 | 0.2984 | 0.7872 | 0.2984 |
| 0.5485 | 9.8174 | 100000 | 0.5470 | 0.0074 | 0.3041 | 0.7892 | 0.3041 |
| 0.5363 | 9.8272 | 100100 | 0.5530 | 0.0074 | 0.3005 | 0.7873 | 0.3005 |
| 0.5823 | 9.8370 | 100200 | 0.5465 | 0.0074 | 0.3008 | 0.7895 | 0.3008 |
| 0.5048 | 9.8468 | 100300 | 0.5480 | 0.0074 | 0.2994 | 0.7889 | 0.2994 |
| 0.5299 | 9.8567 | 100400 | 0.5517 | 0.0074 | 0.3019 | 0.7882 | 0.3019 |
| 0.533 | 9.8665 | 100500 | 0.5538 | 0.0074 | 0.2996 | 0.7883 | 0.2996 |
| 0.6 | 9.8763 | 100600 | 0.5510 | 0.0074 | 0.3043 | 0.7886 | 0.3043 |
| 0.5593 | 9.8861 | 100700 | 0.5487 | 0.0074 | 0.2985 | 0.7875 | 0.2985 |
| 0.5515 | 9.8959 | 100800 | 0.5513 | 0.0074 | 0.3048 | 0.7877 | 0.3048 |
| 0.5542 | 9.9058 | 100900 | 0.5486 | 0.0074 | 0.3007 | 0.7881 | 0.3007 |
| 0.561 | 9.9156 | 101000 | 0.5524 | 0.0074 | 0.3011 | 0.7875 | 0.3011 |
| 0.4908 | 9.9254 | 101100 | 0.5493 | 0.0074 | 0.3023 | 0.7886 | 0.3023 |
| 0.5392 | 9.9352 | 101200 | 0.5533 | 0.0074 | 0.3026 | 0.7881 | 0.3026 |
| 0.5204 | 9.9450 | 101300 | 0.5478 | 0.0074 | 0.3032 | 0.7901 | 0.3032 |
| 0.5323 | 9.9548 | 101400 | 0.5555 | 0.0074 | 0.2955 | 0.7856 | 0.2955 |
| 0.5157 | 9.9647 | 101500 | 0.5491 | 0.0074 | 0.2961 | 0.7872 | 0.2961 |
| 0.5496 | 9.9745 | 101600 | 0.5598 | 0.0074 | 0.2914 | 0.7839 | 0.2914 |
| 0.6246 | 9.9843 | 101700 | 0.5595 | 0.0074 | 0.2917 | 0.7835 | 0.2917 |
| 0.5525 | 9.9941 | 101800 | 0.5513 | 0.0074 | 0.3035 | 0.7889 | 0.3035 |
| 0.5372 | 10.0039 | 101900 | 0.5504 | 0.0074 | 0.3009 | 0.7878 | 0.3009 |
| 0.4258 | 10.0137 | 102000 | 0.5509 | 0.0074 | 0.3029 | 0.7887 | 0.3029 |
| 0.494 | 10.0236 | 102100 | 0.5476 | 0.0074 | 0.3048 | 0.7890 | 0.3048 |
| 0.5358 | 10.0334 | 102200 | 0.5511 | 0.0074 | 0.3002 | 0.7882 | 0.3002 |
| 0.5444 | 10.0432 | 102300 | 0.5490 | 0.0074 | 0.2981 | 0.7885 | 0.2981 |
| 0.5462 | 10.0530 | 102400 | 0.5437 | 0.0074 | 0.3060 | 0.7907 | 0.3060 |
| 0.5317 | 10.0628 | 102500 | 0.5439 | 0.0074 | 0.3115 | 0.7920 | 0.3115 |
| 0.5522 | 10.0726 | 102600 | 0.5552 | 0.0074 | 0.2975 | 0.7861 | 0.2975 |
| 0.4887 | 10.0825 | 102700 | 0.5501 | 0.0074 | 0.3053 | 0.7887 | 0.3053 |
| 0.5103 | 10.0923 | 102800 | 0.5530 | 0.0074 | 0.3020 | 0.7883 | 0.3020 |
| 0.6205 | 10.1021 | 102900 | 0.5492 | 0.0074 | 0.2991 | 0.7875 | 0.2991 |
| 0.5269 | 10.1119 | 103000 | 0.5448 | 0.0074 | 0.3016 | 0.7890 | 0.3016 |
| 0.6197 | 10.1217 | 103100 | 0.5480 | 0.0074 | 0.3055 | 0.7898 | 0.3055 |
| 0.4787 | 10.1316 | 103200 | 0.5468 | 0.0074 | 0.3041 | 0.7903 | 0.3041 |
| 0.5811 | 10.1414 | 103300 | 0.5514 | 0.0074 | 0.3019 | 0.7869 | 0.3019 |
| 0.5585 | 10.1512 | 103400 | 0.5494 | 0.0074 | 0.2967 | 0.7888 | 0.2967 |
| 0.5565 | 10.1610 | 103500 | 0.5469 | 0.0074 | 0.3035 | 0.7890 | 0.3035 |
| 0.4707 | 10.1708 | 103600 | 0.5468 | 0.0074 | 0.3048 | 0.7904 | 0.3048 |
| 0.4663 | 10.1806 | 103700 | 0.5421 | 0.0074 | 0.3111 | 0.7920 | 0.3111 |
| 0.5081 | 10.1905 | 103800 | 0.5569 | 0.0074 | 0.2945 | 0.7852 | 0.2945 |
| 0.52 | 10.2003 | 103900 | 0.5527 | 0.0074 | 0.2957 | 0.7861 | 0.2957 |
| 0.5207 | 10.2101 | 104000 | 0.5511 | 0.0074 | 0.2990 | 0.7888 | 0.2990 |
| 0.5297 | 10.2199 | 104100 | 0.5530 | 0.0074 | 0.2989 | 0.7870 | 0.2989 |
| 0.5077 | 10.2297 | 104200 | 0.5575 | 0.0074 | 0.2932 | 0.7861 | 0.2932 |
| 0.522 | 10.2395 | 104300 | 0.5470 | 0.0074 | 0.3025 | 0.7885 | 0.3025 |
| 0.5782 | 10.2494 | 104400 | 0.5470 | 0.0074 | 0.3055 | 0.7889 | 0.3055 |
| 0.5702 | 10.2592 | 104500 | 0.5521 | 0.0074 | 0.2930 | 0.7854 | 0.2930 |
| 0.5695 | 10.2690 | 104600 | 0.5442 | 0.0074 | 0.3042 | 0.7897 | 0.3042 |
| 0.5289 | 10.2788 | 104700 | 0.5564 | 0.0074 | 0.2988 | 0.7868 | 0.2988 |
| 0.5135 | 10.2886 | 104800 | 0.5427 | 0.0074 | 0.3092 | 0.7908 | 0.3092 |
| 0.5294 | 10.2984 | 104900 | 0.5459 | 0.0074 | 0.3046 | 0.7914 | 0.3046 |
| 0.5077 | 10.3083 | 105000 | 0.5536 | 0.0074 | 0.2973 | 0.7876 | 0.2973 |
| 0.4997 | 10.3181 | 105100 | 0.5487 | 0.0074 | 0.3041 | 0.7897 | 0.3041 |
| 0.4896 | 10.3279 | 105200 | 0.5493 | 0.0074 | 0.3015 | 0.7884 | 0.3015 |
| 0.5223 | 10.3377 | 105300 | 0.5496 | 0.0074 | 0.3092 | 0.7892 | 0.3092 |
| 0.5596 | 10.3475 | 105400 | 0.5453 | 0.0074 | 0.3135 | 0.7906 | 0.3135 |
| 0.4739 | 10.3574 | 105500 | 0.5440 | 0.0074 | 0.3032 | 0.7892 | 0.3032 |
| 0.5082 | 10.3672 | 105600 | 0.5464 | 0.0074 | 0.3037 | 0.7896 | 0.3037 |
| 0.5778 | 10.3770 | 105700 | 0.5476 | 0.0074 | 0.2989 | 0.7891 | 0.2989 |
| 0.4981 | 10.3868 | 105800 | 0.5452 | 0.0074 | 0.3053 | 0.7907 | 0.3053 |
| 0.564 | 10.3966 | 105900 | 0.5475 | 0.0074 | 0.3048 | 0.7905 | 0.3048 |
| 0.5444 | 10.4064 | 106000 | 0.5529 | 0.0074 | 0.3013 | 0.7872 | 0.3013 |
| 0.509 | 10.4163 | 106100 | 0.5480 | 0.0074 | 0.3035 | 0.7899 | 0.3035 |
| 0.5224 | 10.4261 | 106200 | 0.5481 | 0.0074 | 0.3031 | 0.7894 | 0.3031 |
| 0.5427 | 10.4359 | 106300 | 0.5539 | 0.0074 | 0.2958 | 0.7868 | 0.2958 |
| 0.516 | 10.4457 | 106400 | 0.5457 | 0.0074 | 0.3029 | 0.7899 | 0.3029 |
| 0.5303 | 10.4555 | 106500 | 0.5450 | 0.0074 | 0.3082 | 0.7912 | 0.3082 |
| 0.5288 | 10.4653 | 106600 | 0.5580 | 0.0074 | 0.2951 | 0.7863 | 0.2951 |
| 0.5275 | 10.4752 | 106700 | 0.5564 | 0.0074 | 0.2975 | 0.7860 | 0.2975 |
| 0.5358 | 10.4850 | 106800 | 0.5567 | 0.0074 | 0.2917 | 0.7858 | 0.2917 |
| 0.4856 | 10.4948 | 106900 | 0.5482 | 0.0074 | 0.2984 | 0.7894 | 0.2984 |
| 0.55 | 10.5046 | 107000 | 0.5490 | 0.0074 | 0.3039 | 0.7885 | 0.3039 |
| 0.4815 | 10.5144 | 107100 | 0.5572 | 0.0074 | 0.2929 | 0.7849 | 0.2929 |
| 0.5891 | 10.5242 | 107200 | 0.5499 | 0.0074 | 0.3007 | 0.7892 | 0.3007 |
| 0.4765 | 10.5341 | 107300 | 0.5467 | 0.0074 | 0.3107 | 0.7904 | 0.3107 |
| 0.5248 | 10.5439 | 107400 | 0.5418 | 0.0074 | 0.3073 | 0.7918 | 0.3073 |
| 0.5046 | 10.5537 | 107500 | 0.5450 | 0.0074 | 0.3062 | 0.7906 | 0.3062 |
| 0.5245 | 10.5635 | 107600 | 0.5460 | 0.0074 | 0.3036 | 0.7893 | 0.3036 |
| 0.5547 | 10.5733 | 107700 | 0.5447 | 0.0074 | 0.3024 | 0.7897 | 0.3024 |
| 0.509 | 10.5832 | 107800 | 0.5480 | 0.0074 | 0.3015 | 0.7884 | 0.3015 |
| 0.5324 | 10.5930 | 107900 | 0.5460 | 0.0074 | 0.3056 | 0.7901 | 0.3056 |
| 0.4937 | 10.6028 | 108000 | 0.5462 | 0.0074 | 0.2997 | 0.7887 | 0.2997 |
| 0.6064 | 10.6126 | 108100 | 0.5590 | 0.0074 | 0.2967 | 0.7854 | 0.2967 |
| 0.4897 | 10.6224 | 108200 | 0.5484 | 0.0074 | 0.3044 | 0.7890 | 0.3044 |
| 0.5024 | 10.6322 | 108300 | 0.5446 | 0.0074 | 0.2966 | 0.7896 | 0.2966 |
| 0.5512 | 10.6421 | 108400 | 0.5476 | 0.0074 | 0.3000 | 0.7891 | 0.3000 |
| 0.5411 | 10.6519 | 108500 | 0.5475 | 0.0074 | 0.3017 | 0.7892 | 0.3017 |
| 0.5306 | 10.6617 | 108600 | 0.5499 | 0.0074 | 0.3037 | 0.7884 | 0.3037 |
| 0.5099 | 10.6715 | 108700 | 0.5490 | 0.0074 | 0.3016 | 0.7879 | 0.3016 |
| 0.5111 | 10.6813 | 108800 | 0.5456 | 0.0074 | 0.3023 | 0.7896 | 0.3023 |
| 0.5027 | 10.6911 | 108900 | 0.5535 | 0.0074 | 0.2961 | 0.7866 | 0.2961 |
| 0.5364 | 10.7010 | 109000 | 0.5521 | 0.0074 | 0.3041 | 0.7889 | 0.3041 |
| 0.5286 | 10.7108 | 109100 | 0.5466 | 0.0074 | 0.2993 | 0.7884 | 0.2993 |
| 0.534 | 10.7206 | 109200 | 0.5469 | 0.0074 | 0.3016 | 0.7895 | 0.3016 |
| 0.551 | 10.7304 | 109300 | 0.5515 | 0.0074 | 0.3017 | 0.7887 | 0.3017 |
| 0.5715 | 10.7402 | 109400 | 0.5514 | 0.0074 | 0.3001 | 0.7880 | 0.3001 |
| 0.4717 | 10.7500 | 109500 | 0.5490 | 0.0074 | 0.3054 | 0.7888 | 0.3054 |
| 0.5403 | 10.7599 | 109600 | 0.5444 | 0.0074 | 0.2999 | 0.7892 | 0.2999 |
| 0.5322 | 10.7697 | 109700 | 0.5421 | 0.0074 | 0.3121 | 0.7909 | 0.3121 |
| 0.5351 | 10.7795 | 109800 | 0.5406 | 0.0074 | 0.2994 | 0.7899 | 0.2994 |
| 0.5269 | 10.7893 | 109900 | 0.5452 | 0.0074 | 0.3020 | 0.7893 | 0.3020 |
| 0.5352 | 10.7991 | 110000 | 0.5464 | 0.0074 | 0.2952 | 0.7877 | 0.2952 |
| 0.572 | 10.8090 | 110100 | 0.5457 | 0.0074 | 0.3067 | 0.7900 | 0.3067 |
| 0.5405 | 10.8188 | 110200 | 0.5485 | 0.0074 | 0.3020 | 0.7885 | 0.3020 |
| 0.5246 | 10.8286 | 110300 | 0.5459 | 0.0074 | 0.3064 | 0.7899 | 0.3064 |
| 0.5489 | 10.8384 | 110400 | 0.5419 | 0.0074 | 0.3059 | 0.7906 | 0.3059 |
| 0.5314 | 10.8482 | 110500 | 0.5449 | 0.0074 | 0.3027 | 0.7899 | 0.3027 |
| 0.5501 | 10.8580 | 110600 | 0.5471 | 0.0074 | 0.3000 | 0.7892 | 0.3000 |
| 0.508 | 10.8679 | 110700 | 0.5483 | 0.0074 | 0.3017 | 0.7880 | 0.3017 |
| 0.4949 | 10.8777 | 110800 | 0.5454 | 0.0074 | 0.3009 | 0.7892 | 0.3009 |
| 0.5196 | 10.8875 | 110900 | 0.5432 | 0.0074 | 0.2997 | 0.7894 | 0.2997 |
| 0.484 | 10.8973 | 111000 | 0.5462 | 0.0074 | 0.3082 | 0.7904 | 0.3082 |
| 0.453 | 10.9071 | 111100 | 0.5487 | 0.0074 | 0.2997 | 0.7886 | 0.2997 |
| 0.5411 | 10.9169 | 111200 | 0.5448 | 0.0074 | 0.3078 | 0.7912 | 0.3078 |
| 0.5485 | 10.9268 | 111300 | 0.5491 | 0.0074 | 0.3039 | 0.7885 | 0.3039 |
| 0.5213 | 10.9366 | 111400 | 0.5444 | 0.0074 | 0.3051 | 0.7899 | 0.3051 |
| 0.5168 | 10.9464 | 111500 | 0.5445 | 0.0074 | 0.3081 | 0.7907 | 0.3081 |
| 0.5302 | 10.9562 | 111600 | 0.5408 | 0.0074 | 0.3071 | 0.7917 | 0.3071 |
| 0.5405 | 10.9660 | 111700 | 0.5446 | 0.0074 | 0.3035 | 0.7910 | 0.3035 |
| 0.5227 | 10.9758 | 111800 | 0.5427 | 0.0074 | 0.3035 | 0.7911 | 0.3035 |
| 0.5188 | 10.9857 | 111900 | 0.5443 | 0.0074 | 0.3113 | 0.7915 | 0.3113 |
| 0.5093 | 10.9955 | 112000 | 0.5448 | 0.0074 | 0.3020 | 0.7902 | 0.3020 |
| 0.5443 | 11.0053 | 112100 | 0.5469 | 0.0074 | 0.3057 | 0.7904 | 0.3057 |
| 0.508 | 11.0151 | 112200 | 0.5436 | 0.0074 | 0.3062 | 0.7915 | 0.3062 |
| 0.4696 | 11.0249 | 112300 | 0.5441 | 0.0074 | 0.3039 | 0.7898 | 0.3039 |
| 0.5181 | 11.0348 | 112400 | 0.5457 | 0.0074 | 0.3026 | 0.7905 | 0.3026 |
| 0.5269 | 11.0446 | 112500 | 0.5409 | 0.0074 | 0.3052 | 0.7923 | 0.3052 |
| 0.5427 | 11.0544 | 112600 | 0.5411 | 0.0074 | 0.3086 | 0.7918 | 0.3086 |
| 0.5075 | 11.0642 | 112700 | 0.5504 | 0.0074 | 0.2977 | 0.7878 | 0.2977 |
| 0.5303 | 11.0740 | 112800 | 0.5458 | 0.0074 | 0.3073 | 0.7907 | 0.3073 |
| 0.5311 | 11.0838 | 112900 | 0.5480 | 0.0074 | 0.3038 | 0.7890 | 0.3038 |
| 0.5465 | 11.0937 | 113000 | 0.5432 | 0.0074 | 0.3075 | 0.7907 | 0.3075 |
| 0.4943 | 11.1035 | 113100 | 0.5447 | 0.0074 | 0.3076 | 0.7900 | 0.3076 |
| 0.4906 | 11.1133 | 113200 | 0.5497 | 0.0074 | 0.3071 | 0.7893 | 0.3071 |
| 0.4635 | 11.1231 | 113300 | 0.5512 | 0.0074 | 0.2978 | 0.7871 | 0.2978 |
| 0.5284 | 11.1329 | 113400 | 0.5376 | 0.0074 | 0.3109 | 0.7940 | 0.3109 |
| 0.546 | 11.1427 | 113500 | 0.5445 | 0.0074 | 0.3024 | 0.7894 | 0.3024 |
| 0.585 | 11.1526 | 113600 | 0.5454 | 0.0074 | 0.3053 | 0.7896 | 0.3053 |
| 0.5282 | 11.1624 | 113700 | 0.5427 | 0.0074 | 0.3071 | 0.7914 | 0.3071 |
| 0.5487 | 11.1722 | 113800 | 0.5472 | 0.0074 | 0.3033 | 0.7888 | 0.3033 |
| 0.5185 | 11.1820 | 113900 | 0.5443 | 0.0074 | 0.3058 | 0.7913 | 0.3058 |
| 0.4929 | 11.1918 | 114000 | 0.5424 | 0.0074 | 0.3045 | 0.7916 | 0.3045 |
| 0.5536 | 11.2016 | 114100 | 0.5395 | 0.0074 | 0.3062 | 0.7898 | 0.3062 |
| 0.5662 | 11.2115 | 114200 | 0.5528 | 0.0074 | 0.3018 | 0.7890 | 0.3018 |
| 0.5491 | 11.2213 | 114300 | 0.5440 | 0.0074 | 0.3060 | 0.7907 | 0.3060 |
| 0.5158 | 11.2311 | 114400 | 0.5472 | 0.0074 | 0.3022 | 0.7873 | 0.3022 |
| 0.5738 | 11.2409 | 114500 | 0.5381 | 0.0074 | 0.3101 | 0.7930 | 0.3101 |
| 0.5637 | 11.2507 | 114600 | 0.5568 | 0.0074 | 0.2948 | 0.7866 | 0.2948 |
| 0.6136 | 11.2606 | 114700 | 0.5503 | 0.0074 | 0.3017 | 0.7878 | 0.3017 |
| 0.5105 | 11.2704 | 114800 | 0.5470 | 0.0074 | 0.3035 | 0.7896 | 0.3035 |
| 0.4839 | 11.2802 | 114900 | 0.5379 | 0.0074 | 0.3089 | 0.7918 | 0.3089 |
| 0.4967 | 11.2900 | 115000 | 0.5376 | 0.0074 | 0.3110 | 0.7936 | 0.3110 |
| 0.5163 | 11.2998 | 115100 | 0.5503 | 0.0074 | 0.3024 | 0.7868 | 0.3024 |
| 0.5186 | 11.3096 | 115200 | 0.5440 | 0.0074 | 0.3103 | 0.7902 | 0.3103 |
| 0.4919 | 11.3195 | 115300 | 0.5442 | 0.0074 | 0.3061 | 0.7909 | 0.3061 |
| 0.495 | 11.3293 | 115400 | 0.5345 | 0.0074 | 0.3170 | 0.7950 | 0.3170 |
| 0.5687 | 11.3391 | 115500 | 0.5505 | 0.0074 | 0.3037 | 0.7877 | 0.3037 |
| 0.5362 | 11.3489 | 115600 | 0.5388 | 0.0074 | 0.3065 | 0.7922 | 0.3065 |
| 0.5825 | 11.3587 | 115700 | 0.5425 | 0.0074 | 0.3044 | 0.7907 | 0.3044 |
| 0.5418 | 11.3685 | 115800 | 0.5452 | 0.0074 | 0.3068 | 0.7912 | 0.3068 |
| 0.5556 | 11.3784 | 115900 | 0.5408 | 0.0074 | 0.3068 | 0.7921 | 0.3068 |
| 0.5987 | 11.3882 | 116000 | 0.5419 | 0.0074 | 0.3074 | 0.7924 | 0.3074 |
| 0.5471 | 11.3980 | 116100 | 0.5454 | 0.0074 | 0.2955 | 0.7880 | 0.2955 |
| 0.5328 | 11.4078 | 116200 | 0.5361 | 0.0074 | 0.3147 | 0.7941 | 0.3147 |
| 0.5515 | 11.4176 | 116300 | 0.5444 | 0.0074 | 0.3080 | 0.7916 | 0.3080 |
| 0.5584 | 11.4274 | 116400 | 0.5457 | 0.0074 | 0.3013 | 0.7899 | 0.3013 |
| 0.4849 | 11.4373 | 116500 | 0.5372 | 0.0074 | 0.3104 | 0.7938 | 0.3104 |
| 0.559 | 11.4471 | 116600 | 0.5407 | 0.0074 | 0.3037 | 0.7903 | 0.3037 |
| 0.4546 | 11.4569 | 116700 | 0.5452 | 0.0074 | 0.3064 | 0.7911 | 0.3064 |
| 0.5115 | 11.4667 | 116800 | 0.5351 | 0.0074 | 0.3136 | 0.7939 | 0.3136 |
| 0.514 | 11.4765 | 116900 | 0.5446 | 0.0074 | 0.3044 | 0.7904 | 0.3044 |
| 0.5596 | 11.4864 | 117000 | 0.5389 | 0.0074 | 0.3117 | 0.7930 | 0.3117 |
| 0.5179 | 11.4962 | 117100 | 0.5450 | 0.0074 | 0.3048 | 0.7895 | 0.3048 |
| 0.538 | 11.5060 | 117200 | 0.5425 | 0.0074 | 0.3019 | 0.7900 | 0.3019 |
| 0.5417 | 11.5158 | 117300 | 0.5404 | 0.0074 | 0.3088 | 0.7915 | 0.3088 |
| 0.5523 | 11.5256 | 117400 | 0.5420 | 0.0074 | 0.3049 | 0.7916 | 0.3049 |
| 0.5717 | 11.5354 | 117500 | 0.5454 | 0.0074 | 0.3077 | 0.7902 | 0.3077 |
| 0.5046 | 11.5453 | 117600 | 0.5349 | 0.0074 | 0.3110 | 0.7942 | 0.3110 |
| 0.53 | 11.5551 | 117700 | 0.5408 | 0.0074 | 0.3071 | 0.7915 | 0.3071 |
| 0.5451 | 11.5649 | 117800 | 0.5446 | 0.0074 | 0.3048 | 0.7909 | 0.3048 |
| 0.5565 | 11.5747 | 117900 | 0.5454 | 0.0074 | 0.3054 | 0.7908 | 0.3054 |
| 0.4987 | 11.5845 | 118000 | 0.5380 | 0.0074 | 0.3101 | 0.7918 | 0.3101 |
| 0.4564 | 11.5943 | 118100 | 0.5452 | 0.0074 | 0.3071 | 0.7911 | 0.3071 |
| 0.5048 | 11.6042 | 118200 | 0.5427 | 0.0074 | 0.3119 | 0.7909 | 0.3119 |
| 0.5431 | 11.6140 | 118300 | 0.5414 | 0.0074 | 0.3084 | 0.7927 | 0.3084 |
| 0.4774 | 11.6238 | 118400 | 0.5440 | 0.0074 | 0.3063 | 0.7912 | 0.3063 |
| 0.5132 | 11.6336 | 118500 | 0.5403 | 0.0074 | 0.3099 | 0.7928 | 0.3099 |
| 0.5252 | 11.6434 | 118600 | 0.5436 | 0.0074 | 0.3028 | 0.7898 | 0.3028 |
| 0.5346 | 11.6532 | 118700 | 0.5403 | 0.0074 | 0.3043 | 0.7914 | 0.3043 |
| 0.5275 | 11.6631 | 118800 | 0.5461 | 0.0074 | 0.3002 | 0.7896 | 0.3002 |
| 0.5268 | 11.6729 | 118900 | 0.5440 | 0.0074 | 0.3071 | 0.7908 | 0.3071 |
| 0.5942 | 11.6827 | 119000 | 0.5464 | 0.0074 | 0.3027 | 0.7898 | 0.3027 |
| 0.5567 | 11.6925 | 119100 | 0.5404 | 0.0074 | 0.3111 | 0.7921 | 0.3111 |
| 0.4592 | 11.7023 | 119200 | 0.5421 | 0.0074 | 0.3004 | 0.7903 | 0.3004 |
| 0.5349 | 11.7122 | 119300 | 0.5414 | 0.0074 | 0.3070 | 0.7910 | 0.3070 |
| 0.5008 | 11.7220 | 119400 | 0.5426 | 0.0074 | 0.3050 | 0.7909 | 0.3050 |
| 0.5157 | 11.7318 | 119500 | 0.5451 | 0.0074 | 0.3045 | 0.7905 | 0.3045 |
| 0.4965 | 11.7416 | 119600 | 0.5445 | 0.0074 | 0.3027 | 0.7901 | 0.3027 |
| 0.5495 | 11.7514 | 119700 | 0.5400 | 0.0074 | 0.3097 | 0.7918 | 0.3097 |
| 0.5663 | 11.7612 | 119800 | 0.5377 | 0.0074 | 0.3109 | 0.7938 | 0.3109 |
| 0.5562 | 11.7711 | 119900 | 0.5455 | 0.0074 | 0.3078 | 0.7899 | 0.3078 |
| 0.5039 | 11.7809 | 120000 | 0.5373 | 0.0074 | 0.3083 | 0.7931 | 0.3083 |
| 0.5141 | 11.7907 | 120100 | 0.5372 | 0.0074 | 0.3133 | 0.7939 | 0.3133 |
| 0.4952 | 11.8005 | 120200 | 0.5386 | 0.0074 | 0.3102 | 0.7920 | 0.3102 |
| 0.4426 | 11.8103 | 120300 | 0.5413 | 0.0074 | 0.3069 | 0.7919 | 0.3069 |
| 0.4937 | 11.8201 | 120400 | 0.5474 | 0.0074 | 0.3041 | 0.7911 | 0.3041 |
| 0.557 | 11.8300 | 120500 | 0.5349 | 0.0074 | 0.3068 | 0.7915 | 0.3068 |
| 0.5049 | 11.8398 | 120600 | 0.5406 | 0.0074 | 0.3077 | 0.7907 | 0.3077 |
| 0.4872 | 11.8496 | 120700 | 0.5488 | 0.0074 | 0.3046 | 0.7885 | 0.3046 |
| 0.5669 | 11.8594 | 120800 | 0.5407 | 0.0074 | 0.3146 | 0.7916 | 0.3146 |
| 0.5333 | 11.8692 | 120900 | 0.5434 | 0.0074 | 0.3090 | 0.7903 | 0.3090 |
| 0.4893 | 11.8790 | 121000 | 0.5392 | 0.0074 | 0.3091 | 0.7929 | 0.3091 |
| 0.5465 | 11.8889 | 121100 | 0.5411 | 0.0074 | 0.3064 | 0.7912 | 0.3064 |
| 0.4875 | 11.8987 | 121200 | 0.5376 | 0.0074 | 0.3068 | 0.7920 | 0.3068 |
| 0.4839 | 11.9085 | 121300 | 0.5457 | 0.0074 | 0.3055 | 0.7902 | 0.3055 |
| 0.5238 | 11.9183 | 121400 | 0.5395 | 0.0074 | 0.3041 | 0.7913 | 0.3041 |
| 0.518 | 11.9281 | 121500 | 0.5409 | 0.0074 | 0.3071 | 0.7919 | 0.3071 |
| 0.5207 | 11.9380 | 121600 | 0.5394 | 0.0074 | 0.3047 | 0.7917 | 0.3047 |
| 0.5443 | 11.9478 | 121700 | 0.5387 | 0.0074 | 0.3078 | 0.7936 | 0.3078 |
| 0.571 | 11.9576 | 121800 | 0.5478 | 0.0074 | 0.3035 | 0.7898 | 0.3035 |
| 0.5297 | 11.9674 | 121900 | 0.5389 | 0.0074 | 0.3084 | 0.7921 | 0.3084 |
| 0.5358 | 11.9772 | 122000 | 0.5377 | 0.0074 | 0.3106 | 0.7926 | 0.3106 |
| 0.5887 | 11.9870 | 122100 | 0.5408 | 0.0074 | 0.3045 | 0.7904 | 0.3045 |
| 0.5606 | 11.9969 | 122200 | 0.5465 | 0.0074 | 0.2988 | 0.7891 | 0.2988 |
| 0.4956 | 12.0067 | 122300 | 0.5479 | 0.0074 | 0.3022 | 0.7891 | 0.3022 |
| 0.5081 | 12.0165 | 122400 | 0.5493 | 0.0074 | 0.2981 | 0.7890 | 0.2981 |
| 0.5363 | 12.0263 | 122500 | 0.5419 | 0.0074 | 0.3039 | 0.7901 | 0.3039 |
| 0.5077 | 12.0361 | 122600 | 0.5414 | 0.0074 | 0.3062 | 0.7907 | 0.3062 |
| 0.5366 | 12.0459 | 122700 | 0.5437 | 0.0074 | 0.3084 | 0.7918 | 0.3084 |
| 0.4972 | 12.0558 | 122800 | 0.5398 | 0.0074 | 0.3102 | 0.7919 | 0.3102 |
| 0.4864 | 12.0656 | 122900 | 0.5413 | 0.0074 | 0.3040 | 0.7920 | 0.3040 |
| 0.5245 | 12.0754 | 123000 | 0.5383 | 0.0074 | 0.3113 | 0.7922 | 0.3113 |
| 0.489 | 12.0852 | 123100 | 0.5367 | 0.0074 | 0.3102 | 0.7931 | 0.3102 |
| 0.523 | 12.0950 | 123200 | 0.5423 | 0.0074 | 0.3105 | 0.7919 | 0.3105 |
| 0.5332 | 12.1048 | 123300 | 0.5406 | 0.0074 | 0.3075 | 0.7899 | 0.3075 |
| 0.5423 | 12.1147 | 123400 | 0.5454 | 0.0074 | 0.3093 | 0.7914 | 0.3093 |
| 0.5835 | 12.1245 | 123500 | 0.5428 | 0.0074 | 0.3029 | 0.7903 | 0.3029 |
| 0.4949 | 12.1343 | 123600 | 0.5448 | 0.0074 | 0.3111 | 0.7917 | 0.3111 |
| 0.4991 | 12.1441 | 123700 | 0.5394 | 0.0074 | 0.3085 | 0.7928 | 0.3085 |
| 0.4856 | 12.1539 | 123800 | 0.5448 | 0.0074 | 0.3024 | 0.7904 | 0.3024 |
| 0.5219 | 12.1638 | 123900 | 0.5337 | 0.0074 | 0.3154 | 0.7955 | 0.3154 |
| 0.4942 | 12.1736 | 124000 | 0.5432 | 0.0074 | 0.3074 | 0.7907 | 0.3074 |
| 0.5112 | 12.1834 | 124100 | 0.5464 | 0.0074 | 0.3044 | 0.7905 | 0.3044 |
| 0.5236 | 12.1932 | 124200 | 0.5357 | 0.0074 | 0.3135 | 0.7935 | 0.3135 |
| 0.4835 | 12.2030 | 124300 | 0.5465 | 0.0074 | 0.3105 | 0.7914 | 0.3105 |
| 0.5017 | 12.2128 | 124400 | 0.5513 | 0.0074 | 0.2981 | 0.7871 | 0.2981 |
| 0.5019 | 12.2227 | 124500 | 0.5427 | 0.0074 | 0.3066 | 0.7899 | 0.3066 |
| 0.4481 | 12.2325 | 124600 | 0.5417 | 0.0074 | 0.3134 | 0.7917 | 0.3134 |
| 0.5663 | 12.2423 | 124700 | 0.5408 | 0.0074 | 0.3105 | 0.7917 | 0.3105 |
| 0.5304 | 12.2521 | 124800 | 0.5430 | 0.0074 | 0.3095 | 0.7904 | 0.3095 |
| 0.4547 | 12.2619 | 124900 | 0.5419 | 0.0074 | 0.3105 | 0.7915 | 0.3105 |
| 0.5304 | 12.2717 | 125000 | 0.5424 | 0.0074 | 0.3110 | 0.7919 | 0.3110 |
| 0.5151 | 12.2816 | 125100 | 0.5369 | 0.0074 | 0.3145 | 0.7928 | 0.3145 |
| 0.5196 | 12.2914 | 125200 | 0.5363 | 0.0074 | 0.3119 | 0.7938 | 0.3119 |
| 0.5053 | 12.3012 | 125300 | 0.5406 | 0.0074 | 0.3115 | 0.7915 | 0.3115 |
| 0.5434 | 12.3110 | 125400 | 0.5343 | 0.0074 | 0.3134 | 0.7946 | 0.3134 |
| 0.5697 | 12.3208 | 125500 | 0.5501 | 0.0074 | 0.3051 | 0.7896 | 0.3051 |
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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