ch9ucgu6_20250711_040223
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: 0.5645
- Model Preparation Time: 0.0094
- Move Accuracy: 0.2984
- Token Accuracy: 0.7851
- Accuracy: 0.2984
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: 0.0003
- 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 | 0.0094 | 0.0 | 0.0000 | 0.0 |
| 11.0234 | 0.0098 | 100 | 10.9478 | 0.0094 | 0.0 | 0.0127 | 0.0 |
| 4.135 | 0.0196 | 200 | 3.9934 | 0.0094 | 0.0 | 0.2182 | 0.0 |
| 1.9958 | 0.0295 | 300 | 2.0524 | 0.0094 | 0.0 | 0.3128 | 0.0 |
| 1.6581 | 0.0393 | 400 | 1.6807 | 0.0094 | 0.0025 | 0.3730 | 0.0025 |
| 1.5664 | 0.0491 | 500 | 1.6013 | 0.0094 | 0.0033 | 0.3910 | 0.0033 |
| 1.4992 | 0.0589 | 600 | 1.5129 | 0.0094 | 0.0069 | 0.4202 | 0.0069 |
| 1.4606 | 0.0687 | 700 | 1.4658 | 0.0094 | 0.0037 | 0.4373 | 0.0037 |
| 1.4883 | 0.0785 | 800 | 1.4402 | 0.0094 | 0.0063 | 0.4457 | 0.0063 |
| 1.4112 | 0.0884 | 900 | 1.4103 | 0.0094 | 0.0043 | 0.4597 | 0.0043 |
| 1.4366 | 0.0982 | 1000 | 1.4247 | 0.0094 | 0.0035 | 0.4569 | 0.0035 |
| 1.3675 | 0.1080 | 1100 | 1.4053 | 0.0094 | 0.0055 | 0.4491 | 0.0055 |
| 1.3543 | 0.1178 | 1200 | 1.3825 | 0.0094 | 0.0128 | 0.4679 | 0.0128 |
| 1.3823 | 0.1276 | 1300 | 1.3801 | 0.0094 | 0.0103 | 0.4715 | 0.0103 |
| 1.3776 | 0.1374 | 1400 | 1.3591 | 0.0094 | 0.0170 | 0.4826 | 0.0170 |
| 1.3273 | 0.1473 | 1500 | 1.3624 | 0.0094 | 0.0142 | 0.4793 | 0.0142 |
| 1.3435 | 0.1571 | 1600 | 1.3412 | 0.0094 | 0.0175 | 0.4907 | 0.0175 |
| 1.3698 | 0.1669 | 1700 | 1.3612 | 0.0094 | 0.0124 | 0.4798 | 0.0124 |
| 1.3622 | 0.1767 | 1800 | 1.3357 | 0.0094 | 0.0189 | 0.4929 | 0.0189 |
| 1.2769 | 0.1865 | 1900 | 1.3241 | 0.0094 | 0.0182 | 0.4967 | 0.0182 |
| 1.2924 | 0.1963 | 2000 | 1.3243 | 0.0094 | 0.0217 | 0.4950 | 0.0217 |
| 1.3123 | 0.2062 | 2100 | 1.3127 | 0.0094 | 0.0222 | 0.4994 | 0.0222 |
| 1.254 | 0.2160 | 2200 | 1.3045 | 0.0094 | 0.0234 | 0.5042 | 0.0234 |
| 1.3062 | 0.2258 | 2300 | 1.3076 | 0.0094 | 0.0193 | 0.5012 | 0.0193 |
| 1.2239 | 0.2356 | 2400 | 1.2985 | 0.0094 | 0.0282 | 0.5057 | 0.0282 |
| 1.2574 | 0.2454 | 2500 | 1.2930 | 0.0094 | 0.0282 | 0.5095 | 0.0282 |
| 1.3063 | 0.2553 | 2600 | 1.2999 | 0.0094 | 0.0251 | 0.5054 | 0.0251 |
| 1.362 | 0.2651 | 2700 | 1.2718 | 0.0094 | 0.0290 | 0.5205 | 0.0290 |
| 1.2705 | 0.2749 | 2800 | 1.2727 | 0.0094 | 0.0313 | 0.5167 | 0.0313 |
| 1.2728 | 0.2847 | 2900 | 1.2681 | 0.0094 | 0.0345 | 0.5185 | 0.0345 |
| 1.22 | 0.2945 | 3000 | 1.2577 | 0.0094 | 0.0341 | 0.5245 | 0.0341 |
| 1.2278 | 0.3043 | 3100 | 1.2609 | 0.0094 | 0.0386 | 0.5195 | 0.0386 |
| 1.2423 | 0.3142 | 3200 | 1.2466 | 0.0094 | 0.0380 | 0.5287 | 0.0380 |
| 1.2987 | 0.3240 | 3300 | 1.2478 | 0.0094 | 0.0359 | 0.5249 | 0.0359 |
| 1.2136 | 0.3338 | 3400 | 1.2401 | 0.0094 | 0.0388 | 0.5265 | 0.0388 |
| 1.1741 | 0.3436 | 3500 | 1.2394 | 0.0094 | 0.0385 | 0.5300 | 0.0385 |
| 1.2737 | 0.3534 | 3600 | 1.2424 | 0.0094 | 0.0406 | 0.5285 | 0.0406 |
| 1.1988 | 0.3632 | 3700 | 1.2410 | 0.0094 | 0.0434 | 0.5283 | 0.0434 |
| 1.2664 | 0.3731 | 3800 | 1.2226 | 0.0094 | 0.0396 | 0.5361 | 0.0396 |
| 1.2018 | 0.3829 | 3900 | 1.2209 | 0.0094 | 0.0406 | 0.5386 | 0.0406 |
| 1.2237 | 0.3927 | 4000 | 1.2179 | 0.0094 | 0.0469 | 0.5406 | 0.0469 |
| 1.194 | 0.4025 | 4100 | 1.2133 | 0.0094 | 0.0447 | 0.5397 | 0.0447 |
| 1.1464 | 0.4123 | 4200 | 1.2040 | 0.0094 | 0.0445 | 0.5419 | 0.0445 |
| 1.1764 | 0.4221 | 4300 | 1.1935 | 0.0094 | 0.0471 | 0.5480 | 0.0471 |
| 1.2367 | 0.4320 | 4400 | 1.2014 | 0.0094 | 0.0495 | 0.5437 | 0.0495 |
| 1.1442 | 0.4418 | 4500 | 1.1974 | 0.0094 | 0.0470 | 0.5438 | 0.0470 |
| 1.1617 | 0.4516 | 4600 | 1.1885 | 0.0094 | 0.0497 | 0.5492 | 0.0497 |
| 1.1696 | 0.4614 | 4700 | 1.1852 | 0.0094 | 0.0498 | 0.5484 | 0.0498 |
| 1.1662 | 0.4712 | 4800 | 1.1808 | 0.0094 | 0.0527 | 0.5516 | 0.0527 |
| 1.1734 | 0.4811 | 4900 | 1.1791 | 0.0094 | 0.0485 | 0.5485 | 0.0485 |
| 1.1989 | 0.4909 | 5000 | 1.1690 | 0.0094 | 0.0563 | 0.5570 | 0.0563 |
| 1.1946 | 0.5007 | 5100 | 1.1683 | 0.0094 | 0.0520 | 0.5560 | 0.0520 |
| 1.1771 | 0.5105 | 5200 | 1.1711 | 0.0094 | 0.0509 | 0.5548 | 0.0509 |
| 1.231 | 0.5203 | 5300 | 1.1660 | 0.0094 | 0.0517 | 0.5583 | 0.0517 |
| 1.1493 | 0.5301 | 5400 | 1.1573 | 0.0094 | 0.0588 | 0.5605 | 0.0588 |
| 1.1397 | 0.5400 | 5500 | 1.1512 | 0.0094 | 0.0603 | 0.5650 | 0.0603 |
| 1.1364 | 0.5498 | 5600 | 1.1489 | 0.0094 | 0.0575 | 0.5625 | 0.0575 |
| 1.1657 | 0.5596 | 5700 | 1.1519 | 0.0094 | 0.0612 | 0.5630 | 0.0612 |
| 1.1482 | 0.5694 | 5800 | 1.1400 | 0.0094 | 0.0593 | 0.5681 | 0.0593 |
| 1.1703 | 0.5792 | 5900 | 1.1322 | 0.0094 | 0.0668 | 0.5713 | 0.0668 |
| 1.1106 | 0.5890 | 6000 | 1.1400 | 0.0094 | 0.0587 | 0.5673 | 0.0587 |
| 1.127 | 0.5989 | 6100 | 1.1419 | 0.0094 | 0.0609 | 0.5652 | 0.0609 |
| 1.1555 | 0.6087 | 6200 | 1.1209 | 0.0094 | 0.0648 | 0.5759 | 0.0648 |
| 1.1254 | 0.6185 | 6300 | 1.1169 | 0.0094 | 0.0634 | 0.5770 | 0.0634 |
| 1.0822 | 0.6283 | 6400 | 1.1115 | 0.0094 | 0.0661 | 0.5767 | 0.0661 |
| 1.1582 | 0.6381 | 6500 | 1.1092 | 0.0094 | 0.0692 | 0.5800 | 0.0692 |
| 1.1066 | 0.6479 | 6600 | 1.0992 | 0.0094 | 0.0719 | 0.5854 | 0.0719 |
| 1.04 | 0.6578 | 6700 | 1.0942 | 0.0094 | 0.0687 | 0.5855 | 0.0687 |
| 1.1118 | 0.6676 | 6800 | 1.0920 | 0.0094 | 0.0732 | 0.5860 | 0.0732 |
| 1.0992 | 0.6774 | 6900 | 1.0947 | 0.0094 | 0.0656 | 0.5838 | 0.0656 |
| 1.0585 | 0.6872 | 7000 | 1.0815 | 0.0094 | 0.0690 | 0.5880 | 0.0690 |
| 1.0892 | 0.6970 | 7100 | 1.0812 | 0.0094 | 0.0752 | 0.5894 | 0.0752 |
| 1.0826 | 0.7069 | 7200 | 1.0741 | 0.0094 | 0.0734 | 0.5932 | 0.0734 |
| 1.026 | 0.7167 | 7300 | 1.0689 | 0.0094 | 0.0759 | 0.5948 | 0.0759 |
| 1.0985 | 0.7265 | 7400 | 1.0639 | 0.0094 | 0.0746 | 0.5952 | 0.0746 |
| 0.9894 | 0.7363 | 7500 | 1.0682 | 0.0094 | 0.0781 | 0.5946 | 0.0781 |
| 1.0384 | 0.7461 | 7600 | 1.0535 | 0.0094 | 0.0789 | 0.6010 | 0.0789 |
| 1.1006 | 0.7559 | 7700 | 1.0512 | 0.0094 | 0.0813 | 0.6027 | 0.0813 |
| 1.0518 | 0.7658 | 7800 | 1.0491 | 0.0094 | 0.0783 | 0.6022 | 0.0783 |
| 1.0273 | 0.7756 | 7900 | 1.0326 | 0.0094 | 0.0864 | 0.6081 | 0.0864 |
| 1.0126 | 0.7854 | 8000 | 1.0433 | 0.0094 | 0.0821 | 0.6031 | 0.0821 |
| 1.0798 | 0.7952 | 8100 | 1.0372 | 0.0094 | 0.0817 | 0.6056 | 0.0817 |
| 1.0399 | 0.8050 | 8200 | 1.0314 | 0.0094 | 0.0829 | 0.6074 | 0.0829 |
| 0.9758 | 0.8148 | 8300 | 1.0208 | 0.0094 | 0.0856 | 0.6111 | 0.0856 |
| 0.9949 | 0.8247 | 8400 | 1.0176 | 0.0094 | 0.0885 | 0.6154 | 0.0885 |
| 0.9941 | 0.8345 | 8500 | 1.0192 | 0.0094 | 0.0830 | 0.6124 | 0.0830 |
| 0.999 | 0.8443 | 8600 | 1.0154 | 0.0094 | 0.0846 | 0.6139 | 0.0846 |
| 1.0152 | 0.8541 | 8700 | 1.0055 | 0.0094 | 0.0904 | 0.6202 | 0.0904 |
| 1.0289 | 0.8639 | 8800 | 1.0176 | 0.0094 | 0.0838 | 0.6130 | 0.0838 |
| 1.0596 | 0.8737 | 8900 | 0.9944 | 0.0094 | 0.0911 | 0.6235 | 0.0911 |
| 0.9746 | 0.8836 | 9000 | 0.9916 | 0.0094 | 0.0866 | 0.6228 | 0.0866 |
| 0.9527 | 0.8934 | 9100 | 0.9937 | 0.0094 | 0.0953 | 0.6250 | 0.0953 |
| 0.9758 | 0.9032 | 9200 | 0.9853 | 0.0094 | 0.0906 | 0.6260 | 0.0906 |
| 1.0099 | 0.9130 | 9300 | 0.9838 | 0.0094 | 0.0920 | 0.6253 | 0.0920 |
| 0.9954 | 0.9228 | 9400 | 0.9844 | 0.0094 | 0.0905 | 0.6255 | 0.0905 |
| 0.9785 | 0.9327 | 9500 | 0.9741 | 0.0094 | 0.0960 | 0.6305 | 0.0960 |
| 0.9956 | 0.9425 | 9600 | 0.9689 | 0.0094 | 0.0965 | 0.6313 | 0.0965 |
| 1.0103 | 0.9523 | 9700 | 0.9686 | 0.0094 | 0.1009 | 0.6317 | 0.1009 |
| 0.9401 | 0.9621 | 9800 | 0.9629 | 0.0094 | 0.1015 | 0.6346 | 0.1015 |
| 0.9822 | 0.9719 | 9900 | 0.9620 | 0.0094 | 0.0977 | 0.6332 | 0.0977 |
| 0.9834 | 0.9817 | 10000 | 0.9564 | 0.0094 | 0.0979 | 0.6370 | 0.0979 |
| 0.9177 | 0.9916 | 10100 | 0.9539 | 0.0094 | 0.0988 | 0.6385 | 0.0988 |
| 0.8789 | 1.0014 | 10200 | 0.9448 | 0.0094 | 0.1050 | 0.6420 | 0.1050 |
| 0.9908 | 1.0112 | 10300 | 0.9506 | 0.0094 | 0.0984 | 0.6379 | 0.0984 |
| 0.9393 | 1.0210 | 10400 | 0.9392 | 0.0094 | 0.1000 | 0.6433 | 0.1000 |
| 0.9353 | 1.0308 | 10500 | 0.9366 | 0.0094 | 0.1026 | 0.6436 | 0.1026 |
| 0.9462 | 1.0406 | 10600 | 0.9275 | 0.0094 | 0.1071 | 0.6479 | 0.1071 |
| 0.9324 | 1.0505 | 10700 | 0.9321 | 0.0094 | 0.1045 | 0.6456 | 0.1045 |
| 0.9406 | 1.0603 | 10800 | 0.9356 | 0.0094 | 0.1038 | 0.6457 | 0.1038 |
| 0.8938 | 1.0701 | 10900 | 0.9193 | 0.0094 | 0.1144 | 0.6518 | 0.1144 |
| 0.9474 | 1.0799 | 11000 | 0.9199 | 0.0094 | 0.1100 | 0.6514 | 0.1100 |
| 0.9667 | 1.0897 | 11100 | 0.9281 | 0.0094 | 0.1073 | 0.6471 | 0.1073 |
| 0.97 | 1.0995 | 11200 | 0.9178 | 0.0094 | 0.1061 | 0.6503 | 0.1061 |
| 0.92 | 1.1094 | 11300 | 0.9128 | 0.0094 | 0.1129 | 0.6525 | 0.1129 |
| 0.878 | 1.1192 | 11400 | 0.9103 | 0.0094 | 0.1154 | 0.6545 | 0.1154 |
| 0.8766 | 1.1290 | 11500 | 0.9064 | 0.0094 | 0.1145 | 0.6572 | 0.1145 |
| 0.8868 | 1.1388 | 11600 | 0.8992 | 0.0094 | 0.1162 | 0.6566 | 0.1162 |
| 0.9284 | 1.1486 | 11700 | 0.8997 | 0.0094 | 0.1131 | 0.6563 | 0.1131 |
| 0.8453 | 1.1585 | 11800 | 0.8992 | 0.0094 | 0.1163 | 0.6594 | 0.1163 |
| 0.9302 | 1.1683 | 11900 | 0.8896 | 0.0094 | 0.1169 | 0.6624 | 0.1169 |
| 0.8717 | 1.1781 | 12000 | 0.8870 | 0.0094 | 0.1174 | 0.6630 | 0.1174 |
| 0.9041 | 1.1879 | 12100 | 0.8898 | 0.0094 | 0.1185 | 0.6627 | 0.1185 |
| 0.8619 | 1.1977 | 12200 | 0.8825 | 0.0094 | 0.1187 | 0.6650 | 0.1187 |
| 0.8336 | 1.2075 | 12300 | 0.8933 | 0.0094 | 0.1146 | 0.6605 | 0.1146 |
| 0.8682 | 1.2174 | 12400 | 0.8877 | 0.0094 | 0.1165 | 0.6635 | 0.1165 |
| 0.9033 | 1.2272 | 12500 | 0.8886 | 0.0094 | 0.1177 | 0.6626 | 0.1177 |
| 0.8306 | 1.2370 | 12600 | 0.8742 | 0.0094 | 0.1209 | 0.6697 | 0.1209 |
| 0.8126 | 1.2468 | 12700 | 0.8786 | 0.0094 | 0.1224 | 0.6693 | 0.1224 |
| 0.8681 | 1.2566 | 12800 | 0.8716 | 0.0094 | 0.1265 | 0.6721 | 0.1265 |
| 0.8376 | 1.2664 | 12900 | 0.8753 | 0.0094 | 0.1242 | 0.6693 | 0.1242 |
| 0.8481 | 1.2763 | 13000 | 0.8645 | 0.0094 | 0.1254 | 0.6731 | 0.1254 |
| 0.9008 | 1.2861 | 13100 | 0.8682 | 0.0094 | 0.1233 | 0.6720 | 0.1233 |
| 0.8905 | 1.2959 | 13200 | 0.8650 | 0.0094 | 0.1263 | 0.6728 | 0.1263 |
| 0.8662 | 1.3057 | 13300 | 0.8593 | 0.0094 | 0.1259 | 0.6754 | 0.1259 |
| 0.8795 | 1.3155 | 13400 | 0.8671 | 0.0094 | 0.1281 | 0.6727 | 0.1281 |
| 0.7783 | 1.3253 | 13500 | 0.8644 | 0.0094 | 0.1266 | 0.6715 | 0.1266 |
| 0.8658 | 1.3352 | 13600 | 0.8533 | 0.0094 | 0.1326 | 0.6790 | 0.1326 |
| 0.852 | 1.3450 | 13700 | 0.8541 | 0.0094 | 0.1282 | 0.6762 | 0.1282 |
| 0.9033 | 1.3548 | 13800 | 0.8545 | 0.0094 | 0.1270 | 0.6773 | 0.1270 |
| 0.8041 | 1.3646 | 13900 | 0.8483 | 0.0094 | 0.1316 | 0.6796 | 0.1316 |
| 0.871 | 1.3744 | 14000 | 0.8606 | 0.0094 | 0.1232 | 0.6735 | 0.1232 |
| 0.8618 | 1.3843 | 14100 | 0.8560 | 0.0094 | 0.1276 | 0.6761 | 0.1276 |
| 0.7932 | 1.3941 | 14200 | 0.8480 | 0.0094 | 0.1284 | 0.6791 | 0.1284 |
| 0.8219 | 1.4039 | 14300 | 0.8459 | 0.0094 | 0.1339 | 0.6806 | 0.1339 |
| 0.8015 | 1.4137 | 14400 | 0.8455 | 0.0094 | 0.1379 | 0.6812 | 0.1379 |
| 0.8147 | 1.4235 | 14500 | 0.8383 | 0.0094 | 0.1301 | 0.6832 | 0.1301 |
| 0.8619 | 1.4333 | 14600 | 0.8545 | 0.0094 | 0.1241 | 0.6748 | 0.1241 |
| 0.82 | 1.4432 | 14700 | 0.8330 | 0.0094 | 0.1377 | 0.6856 | 0.1377 |
| 0.8212 | 1.4530 | 14800 | 0.8358 | 0.0094 | 0.1354 | 0.6838 | 0.1354 |
| 0.8665 | 1.4628 | 14900 | 0.8404 | 0.0094 | 0.1318 | 0.6835 | 0.1318 |
| 0.7743 | 1.4726 | 15000 | 0.8278 | 0.0094 | 0.1399 | 0.6877 | 0.1399 |
| 0.8275 | 1.4824 | 15100 | 0.8341 | 0.0094 | 0.1415 | 0.6841 | 0.1415 |
| 0.8141 | 1.4922 | 15200 | 0.8255 | 0.0094 | 0.1411 | 0.6881 | 0.1411 |
| 0.8299 | 1.5021 | 15300 | 0.8237 | 0.0094 | 0.1423 | 0.6897 | 0.1423 |
| 0.8018 | 1.5119 | 15400 | 0.8271 | 0.0094 | 0.1427 | 0.6858 | 0.1427 |
| 0.889 | 1.5217 | 15500 | 0.8286 | 0.0094 | 0.1457 | 0.6886 | 0.1457 |
| 0.7958 | 1.5315 | 15600 | 0.8223 | 0.0094 | 0.1406 | 0.6895 | 0.1406 |
| 0.831 | 1.5413 | 15700 | 0.8203 | 0.0094 | 0.1472 | 0.6906 | 0.1472 |
| 0.8867 | 1.5511 | 15800 | 0.8207 | 0.0094 | 0.1443 | 0.6894 | 0.1443 |
| 0.7713 | 1.5610 | 15900 | 0.8156 | 0.0094 | 0.1463 | 0.6927 | 0.1463 |
| 0.8475 | 1.5708 | 16000 | 0.8202 | 0.0094 | 0.1463 | 0.6915 | 0.1463 |
| 0.826 | 1.5806 | 16100 | 0.8143 | 0.0094 | 0.1471 | 0.6928 | 0.1471 |
| 0.8525 | 1.5904 | 16200 | 0.8185 | 0.0094 | 0.1450 | 0.6919 | 0.1450 |
| 0.8448 | 1.6002 | 16300 | 0.8144 | 0.0094 | 0.1470 | 0.6932 | 0.1470 |
| 0.8815 | 1.6101 | 16400 | 0.8212 | 0.0094 | 0.1437 | 0.6901 | 0.1437 |
| 0.8087 | 1.6199 | 16500 | 0.8104 | 0.0094 | 0.1473 | 0.6952 | 0.1473 |
| 0.8035 | 1.6297 | 16600 | 0.8062 | 0.0094 | 0.1490 | 0.6946 | 0.1490 |
| 0.8103 | 1.6395 | 16700 | 0.8048 | 0.0094 | 0.1497 | 0.6971 | 0.1497 |
| 0.8127 | 1.6493 | 16800 | 0.8121 | 0.0094 | 0.1412 | 0.6932 | 0.1412 |
| 0.7976 | 1.6591 | 16900 | 0.8007 | 0.0094 | 0.1555 | 0.7006 | 0.1555 |
| 0.7816 | 1.6690 | 17000 | 0.8046 | 0.0094 | 0.1518 | 0.6965 | 0.1518 |
| 0.7471 | 1.6788 | 17100 | 0.7941 | 0.0094 | 0.1550 | 0.7004 | 0.1550 |
| 0.7693 | 1.6886 | 17200 | 0.8033 | 0.0094 | 0.1494 | 0.6970 | 0.1494 |
| 0.8105 | 1.6984 | 17300 | 0.8044 | 0.0094 | 0.1495 | 0.6957 | 0.1495 |
| 0.7879 | 1.7082 | 17400 | 0.8041 | 0.0094 | 0.1526 | 0.6942 | 0.1526 |
| 0.7638 | 1.7180 | 17500 | 0.7931 | 0.0094 | 0.1535 | 0.7005 | 0.1535 |
| 0.7741 | 1.7279 | 17600 | 0.7891 | 0.0094 | 0.1534 | 0.7011 | 0.1534 |
| 0.8172 | 1.7377 | 17700 | 0.7963 | 0.0094 | 0.1567 | 0.7003 | 0.1567 |
| 0.8063 | 1.7475 | 17800 | 0.7970 | 0.0094 | 0.1556 | 0.6992 | 0.1556 |
| 0.7865 | 1.7573 | 17900 | 0.7929 | 0.0094 | 0.1509 | 0.7007 | 0.1509 |
| 0.7688 | 1.7671 | 18000 | 0.7925 | 0.0094 | 0.1543 | 0.7015 | 0.1543 |
| 0.848 | 1.7769 | 18100 | 0.7990 | 0.0094 | 0.1573 | 0.6988 | 0.1573 |
| 0.7873 | 1.7868 | 18200 | 0.7870 | 0.0094 | 0.1562 | 0.7028 | 0.1562 |
| 0.8161 | 1.7966 | 18300 | 0.7870 | 0.0094 | 0.1552 | 0.7032 | 0.1552 |
| 0.7516 | 1.8064 | 18400 | 0.7853 | 0.0094 | 0.1628 | 0.7062 | 0.1628 |
| 0.7317 | 1.8162 | 18500 | 0.7874 | 0.0094 | 0.1583 | 0.7024 | 0.1583 |
| 0.8084 | 1.8260 | 18600 | 0.7939 | 0.0094 | 0.1595 | 0.6998 | 0.1595 |
| 0.7783 | 1.8359 | 18700 | 0.7810 | 0.0094 | 0.1628 | 0.7053 | 0.1628 |
| 0.7361 | 1.8457 | 18800 | 0.7842 | 0.0094 | 0.1583 | 0.7037 | 0.1583 |
| 0.7673 | 1.8555 | 18900 | 0.7899 | 0.0094 | 0.1534 | 0.7009 | 0.1534 |
| 0.7914 | 1.8653 | 19000 | 0.7818 | 0.0094 | 0.1602 | 0.7051 | 0.1602 |
| 0.7278 | 1.8751 | 19100 | 0.7836 | 0.0094 | 0.1628 | 0.7051 | 0.1628 |
| 0.7554 | 1.8849 | 19200 | 0.7842 | 0.0094 | 0.1599 | 0.7036 | 0.1599 |
| 0.8255 | 1.8948 | 19300 | 0.7791 | 0.0094 | 0.1644 | 0.7062 | 0.1644 |
| 0.7651 | 1.9046 | 19400 | 0.7789 | 0.0094 | 0.1613 | 0.7057 | 0.1613 |
| 0.76 | 1.9144 | 19500 | 0.7754 | 0.0094 | 0.1668 | 0.7073 | 0.1668 |
| 0.7822 | 1.9242 | 19600 | 0.7769 | 0.0094 | 0.1626 | 0.7056 | 0.1626 |
| 0.8296 | 1.9340 | 19700 | 0.7847 | 0.0094 | 0.1528 | 0.7013 | 0.1528 |
| 0.7328 | 1.9438 | 19800 | 0.7804 | 0.0094 | 0.1624 | 0.7050 | 0.1624 |
| 0.6759 | 1.9537 | 19900 | 0.7676 | 0.0094 | 0.1687 | 0.7104 | 0.1687 |
| 0.7211 | 1.9635 | 20000 | 0.7798 | 0.0094 | 0.1642 | 0.7062 | 0.1642 |
| 0.7583 | 1.9733 | 20100 | 0.7664 | 0.0094 | 0.1666 | 0.7106 | 0.1666 |
| 0.8058 | 1.9831 | 20200 | 0.7794 | 0.0094 | 0.1613 | 0.7064 | 0.1613 |
| 0.7614 | 1.9929 | 20300 | 0.7764 | 0.0094 | 0.1657 | 0.7071 | 0.1657 |
| 0.7549 | 2.0027 | 20400 | 0.7788 | 0.0094 | 0.1634 | 0.7063 | 0.1634 |
| 0.714 | 2.0126 | 20500 | 0.7677 | 0.0094 | 0.1680 | 0.7101 | 0.1680 |
| 0.8076 | 2.0224 | 20600 | 0.7637 | 0.0094 | 0.1700 | 0.7118 | 0.1700 |
| 0.7188 | 2.0322 | 20700 | 0.7749 | 0.0094 | 0.1597 | 0.7072 | 0.1597 |
| 0.735 | 2.0420 | 20800 | 0.7714 | 0.0094 | 0.1692 | 0.7085 | 0.1692 |
| 0.7609 | 2.0518 | 20900 | 0.7683 | 0.0094 | 0.1700 | 0.7104 | 0.1700 |
| 0.7131 | 2.0617 | 21000 | 0.7662 | 0.0094 | 0.1665 | 0.7096 | 0.1665 |
| 0.8004 | 2.0715 | 21100 | 0.7749 | 0.0094 | 0.1606 | 0.7072 | 0.1606 |
| 0.7937 | 2.0813 | 21200 | 0.7734 | 0.0094 | 0.1658 | 0.7077 | 0.1658 |
| 0.7597 | 2.0911 | 21300 | 0.7589 | 0.0094 | 0.1722 | 0.7136 | 0.1722 |
| 0.7576 | 2.1009 | 21400 | 0.7633 | 0.0094 | 0.1653 | 0.7116 | 0.1653 |
| 0.7214 | 2.1107 | 21500 | 0.7659 | 0.0094 | 0.1673 | 0.7083 | 0.1673 |
| 0.727 | 2.1206 | 21600 | 0.7614 | 0.0094 | 0.1706 | 0.7110 | 0.1706 |
| 0.7901 | 2.1304 | 21700 | 0.7620 | 0.0094 | 0.1720 | 0.7136 | 0.1720 |
| 0.7182 | 2.1402 | 21800 | 0.7626 | 0.0094 | 0.1773 | 0.7137 | 0.1773 |
| 0.7811 | 2.1500 | 21900 | 0.7589 | 0.0094 | 0.1651 | 0.7121 | 0.1651 |
| 0.708 | 2.1598 | 22000 | 0.7623 | 0.0094 | 0.1782 | 0.7132 | 0.1782 |
| 0.7399 | 2.1696 | 22100 | 0.7554 | 0.0094 | 0.1703 | 0.7137 | 0.1703 |
| 0.6934 | 2.1795 | 22200 | 0.7599 | 0.0094 | 0.1708 | 0.7128 | 0.1708 |
| 0.7294 | 2.1893 | 22300 | 0.7554 | 0.0094 | 0.1756 | 0.7141 | 0.1756 |
| 0.8039 | 2.1991 | 22400 | 0.7530 | 0.0094 | 0.1747 | 0.7163 | 0.1747 |
| 0.6903 | 2.2089 | 22500 | 0.7590 | 0.0094 | 0.1722 | 0.7131 | 0.1722 |
| 0.7165 | 2.2187 | 22600 | 0.7575 | 0.0094 | 0.1773 | 0.7151 | 0.1773 |
| 0.7423 | 2.2285 | 22700 | 0.7480 | 0.0094 | 0.1769 | 0.7170 | 0.1769 |
| 0.7991 | 2.2384 | 22800 | 0.7555 | 0.0094 | 0.1709 | 0.7130 | 0.1709 |
| 0.7087 | 2.2482 | 22900 | 0.7508 | 0.0094 | 0.1757 | 0.7164 | 0.1757 |
| 0.7293 | 2.2580 | 23000 | 0.7497 | 0.0094 | 0.1759 | 0.7172 | 0.1759 |
| 0.7837 | 2.2678 | 23100 | 0.7493 | 0.0094 | 0.1764 | 0.7168 | 0.1764 |
| 0.7521 | 2.2776 | 23200 | 0.7523 | 0.0094 | 0.1780 | 0.7159 | 0.1780 |
| 0.7419 | 2.2875 | 23300 | 0.7523 | 0.0094 | 0.1706 | 0.7164 | 0.1706 |
| 0.754 | 2.2973 | 23400 | 0.7440 | 0.0094 | 0.1753 | 0.7178 | 0.1753 |
| 0.7634 | 2.3071 | 23500 | 0.7452 | 0.0094 | 0.1771 | 0.7168 | 0.1771 |
| 0.7682 | 2.3169 | 23600 | 0.7477 | 0.0094 | 0.1749 | 0.7158 | 0.1749 |
| 0.7275 | 2.3267 | 23700 | 0.7460 | 0.0094 | 0.1794 | 0.7176 | 0.1794 |
| 0.792 | 2.3365 | 23800 | 0.7501 | 0.0094 | 0.1761 | 0.7173 | 0.1761 |
| 0.7308 | 2.3464 | 23900 | 0.7468 | 0.0094 | 0.1759 | 0.7166 | 0.1759 |
| 0.7122 | 2.3562 | 24000 | 0.7445 | 0.0094 | 0.1743 | 0.7183 | 0.1743 |
| 0.7346 | 2.3660 | 24100 | 0.7406 | 0.0094 | 0.1798 | 0.7195 | 0.1798 |
| 0.7462 | 2.3758 | 24200 | 0.7385 | 0.0094 | 0.1848 | 0.7204 | 0.1848 |
| 0.7172 | 2.3856 | 24300 | 0.7466 | 0.0094 | 0.1811 | 0.7178 | 0.1811 |
| 0.7168 | 2.3954 | 24400 | 0.7376 | 0.0094 | 0.1809 | 0.7214 | 0.1809 |
| 0.7417 | 2.4053 | 24500 | 0.7416 | 0.0094 | 0.1774 | 0.7192 | 0.1774 |
| 0.736 | 2.4151 | 24600 | 0.7412 | 0.0094 | 0.1843 | 0.7210 | 0.1843 |
| 0.7278 | 2.4249 | 24700 | 0.7433 | 0.0094 | 0.1860 | 0.7191 | 0.1860 |
| 0.7361 | 2.4347 | 24800 | 0.7381 | 0.0094 | 0.1808 | 0.7211 | 0.1808 |
| 0.7471 | 2.4445 | 24900 | 0.7355 | 0.0094 | 0.1838 | 0.7216 | 0.1838 |
| 0.7148 | 2.4543 | 25000 | 0.7374 | 0.0094 | 0.1772 | 0.7196 | 0.1772 |
| 0.7058 | 2.4642 | 25100 | 0.7420 | 0.0094 | 0.1812 | 0.7188 | 0.1812 |
| 0.7067 | 2.4740 | 25200 | 0.7415 | 0.0094 | 0.1814 | 0.7192 | 0.1814 |
| 0.7507 | 2.4838 | 25300 | 0.7300 | 0.0094 | 0.1858 | 0.7237 | 0.1858 |
| 0.6891 | 2.4936 | 25400 | 0.7363 | 0.0094 | 0.1858 | 0.7225 | 0.1858 |
| 0.7153 | 2.5034 | 25500 | 0.7296 | 0.0094 | 0.1825 | 0.7242 | 0.1825 |
| 0.6758 | 2.5133 | 25600 | 0.7318 | 0.0094 | 0.1864 | 0.7229 | 0.1864 |
| 0.7095 | 2.5231 | 25700 | 0.7313 | 0.0094 | 0.1900 | 0.7234 | 0.1900 |
| 0.7077 | 2.5329 | 25800 | 0.7353 | 0.0094 | 0.1807 | 0.7210 | 0.1807 |
| 0.752 | 2.5427 | 25900 | 0.7294 | 0.0094 | 0.1829 | 0.7238 | 0.1829 |
| 0.7169 | 2.5525 | 26000 | 0.7254 | 0.0094 | 0.1916 | 0.7259 | 0.1916 |
| 0.6955 | 2.5623 | 26100 | 0.7281 | 0.0094 | 0.1878 | 0.7244 | 0.1878 |
| 0.7212 | 2.5722 | 26200 | 0.7357 | 0.0094 | 0.1880 | 0.7227 | 0.1880 |
| 0.7487 | 2.5820 | 26300 | 0.7252 | 0.0094 | 0.1883 | 0.7248 | 0.1883 |
| 0.7058 | 2.5918 | 26400 | 0.7238 | 0.0094 | 0.1872 | 0.7244 | 0.1872 |
| 0.7151 | 2.6016 | 26500 | 0.7316 | 0.0094 | 0.1811 | 0.7228 | 0.1811 |
| 0.7009 | 2.6114 | 26600 | 0.7232 | 0.0094 | 0.1898 | 0.7265 | 0.1898 |
| 0.7463 | 2.6212 | 26700 | 0.7291 | 0.0094 | 0.1869 | 0.7239 | 0.1869 |
| 0.7001 | 2.6311 | 26800 | 0.7338 | 0.0094 | 0.1801 | 0.7200 | 0.1801 |
| 0.7189 | 2.6409 | 26900 | 0.7260 | 0.0094 | 0.1930 | 0.7244 | 0.1930 |
| 0.7266 | 2.6507 | 27000 | 0.7227 | 0.0094 | 0.1904 | 0.7254 | 0.1904 |
| 0.6771 | 2.6605 | 27100 | 0.7281 | 0.0094 | 0.1882 | 0.7250 | 0.1882 |
| 0.7237 | 2.6703 | 27200 | 0.7229 | 0.0094 | 0.1879 | 0.7260 | 0.1879 |
| 0.6914 | 2.6801 | 27300 | 0.7244 | 0.0094 | 0.1925 | 0.7273 | 0.1925 |
| 0.6975 | 2.6900 | 27400 | 0.7240 | 0.0094 | 0.1905 | 0.7263 | 0.1905 |
| 0.6936 | 2.6998 | 27500 | 0.7198 | 0.0094 | 0.1912 | 0.7272 | 0.1912 |
| 0.7307 | 2.7096 | 27600 | 0.7242 | 0.0094 | 0.1869 | 0.7262 | 0.1869 |
| 0.7378 | 2.7194 | 27700 | 0.7325 | 0.0094 | 0.1871 | 0.7222 | 0.1871 |
| 0.7326 | 2.7292 | 27800 | 0.7193 | 0.0094 | 0.1956 | 0.7281 | 0.1956 |
| 0.6929 | 2.7391 | 27900 | 0.7217 | 0.0094 | 0.1886 | 0.7258 | 0.1886 |
| 0.7597 | 2.7489 | 28000 | 0.7191 | 0.0094 | 0.1940 | 0.7277 | 0.1940 |
| 0.6622 | 2.7587 | 28100 | 0.7143 | 0.0094 | 0.1949 | 0.7286 | 0.1949 |
| 0.6997 | 2.7685 | 28200 | 0.7222 | 0.0094 | 0.1896 | 0.7251 | 0.1896 |
| 0.6668 | 2.7783 | 28300 | 0.7207 | 0.0094 | 0.1945 | 0.7276 | 0.1945 |
| 0.6734 | 2.7881 | 28400 | 0.7181 | 0.0094 | 0.1937 | 0.7278 | 0.1937 |
| 0.6796 | 2.7980 | 28500 | 0.7178 | 0.0094 | 0.1920 | 0.7272 | 0.1920 |
| 0.6619 | 2.8078 | 28600 | 0.7138 | 0.0094 | 0.1917 | 0.7296 | 0.1917 |
| 0.7154 | 2.8176 | 28700 | 0.7144 | 0.0094 | 0.1932 | 0.7298 | 0.1932 |
| 0.7144 | 2.8274 | 28800 | 0.7209 | 0.0094 | 0.1891 | 0.7253 | 0.1891 |
| 0.7068 | 2.8372 | 28900 | 0.7125 | 0.0094 | 0.1938 | 0.7302 | 0.1938 |
| 0.6757 | 2.8470 | 29000 | 0.7216 | 0.0094 | 0.1903 | 0.7270 | 0.1903 |
| 0.6687 | 2.8569 | 29100 | 0.7133 | 0.0094 | 0.1943 | 0.7292 | 0.1943 |
| 0.7618 | 2.8667 | 29200 | 0.7124 | 0.0094 | 0.1927 | 0.7281 | 0.1927 |
| 0.7364 | 2.8765 | 29300 | 0.7190 | 0.0094 | 0.1943 | 0.7287 | 0.1943 |
| 0.6624 | 2.8863 | 29400 | 0.7163 | 0.0094 | 0.1932 | 0.7292 | 0.1932 |
| 0.6506 | 2.8961 | 29500 | 0.7237 | 0.0094 | 0.1946 | 0.7258 | 0.1946 |
| 0.7062 | 2.9059 | 29600 | 0.7110 | 0.0094 | 0.1964 | 0.7301 | 0.1964 |
| 0.6953 | 2.9158 | 29700 | 0.7155 | 0.0094 | 0.2001 | 0.7287 | 0.2001 |
| 0.6649 | 2.9256 | 29800 | 0.7105 | 0.0094 | 0.1948 | 0.7309 | 0.1948 |
| 0.6793 | 2.9354 | 29900 | 0.7067 | 0.0094 | 0.2030 | 0.7330 | 0.2030 |
| 0.7345 | 2.9452 | 30000 | 0.7134 | 0.0094 | 0.2005 | 0.7295 | 0.2005 |
| 0.6997 | 2.9550 | 30100 | 0.7097 | 0.0094 | 0.1953 | 0.7292 | 0.1953 |
| 0.6962 | 2.9649 | 30200 | 0.7208 | 0.0094 | 0.1901 | 0.7267 | 0.1901 |
| 0.6992 | 2.9747 | 30300 | 0.7080 | 0.0094 | 0.1916 | 0.7309 | 0.1916 |
| 0.71 | 2.9845 | 30400 | 0.7041 | 0.0094 | 0.2014 | 0.7331 | 0.2014 |
| 0.7676 | 2.9943 | 30500 | 0.7066 | 0.0094 | 0.1926 | 0.7305 | 0.1926 |
| 0.77 | 3.0041 | 30600 | 0.7053 | 0.0094 | 0.1971 | 0.7323 | 0.1971 |
| 0.6863 | 3.0139 | 30700 | 0.7069 | 0.0094 | 0.1963 | 0.7312 | 0.1963 |
| 0.7261 | 3.0238 | 30800 | 0.7116 | 0.0094 | 0.1970 | 0.7298 | 0.1970 |
| 0.7375 | 3.0336 | 30900 | 0.7038 | 0.0094 | 0.2024 | 0.7328 | 0.2024 |
| 0.709 | 3.0434 | 31000 | 0.7009 | 0.0094 | 0.1987 | 0.7325 | 0.1987 |
| 0.7289 | 3.0532 | 31100 | 0.7046 | 0.0094 | 0.1963 | 0.7321 | 0.1963 |
| 0.7394 | 3.0630 | 31200 | 0.7012 | 0.0094 | 0.1966 | 0.7321 | 0.1966 |
| 0.6998 | 3.0728 | 31300 | 0.7033 | 0.0094 | 0.2025 | 0.7331 | 0.2025 |
| 0.6913 | 3.0827 | 31400 | 0.7055 | 0.0094 | 0.1967 | 0.7304 | 0.1967 |
| 0.6937 | 3.0925 | 31500 | 0.7026 | 0.0094 | 0.1948 | 0.7322 | 0.1948 |
| 0.6673 | 3.1023 | 31600 | 0.7049 | 0.0094 | 0.2017 | 0.7331 | 0.2017 |
| 0.7091 | 3.1121 | 31700 | 0.7116 | 0.0094 | 0.1977 | 0.7305 | 0.1977 |
| 0.7453 | 3.1219 | 31800 | 0.7037 | 0.0094 | 0.1990 | 0.7314 | 0.1990 |
| 0.7013 | 3.1317 | 31900 | 0.6983 | 0.0094 | 0.2062 | 0.7348 | 0.2062 |
| 0.6883 | 3.1416 | 32000 | 0.7017 | 0.0094 | 0.2007 | 0.7328 | 0.2007 |
| 0.6664 | 3.1514 | 32100 | 0.7038 | 0.0094 | 0.1983 | 0.7338 | 0.1983 |
| 0.7245 | 3.1612 | 32200 | 0.7049 | 0.0094 | 0.2034 | 0.7337 | 0.2034 |
| 0.728 | 3.1710 | 32300 | 0.7016 | 0.0094 | 0.1992 | 0.7326 | 0.1992 |
| 0.7371 | 3.1808 | 32400 | 0.6974 | 0.0094 | 0.2055 | 0.7348 | 0.2055 |
| 0.7362 | 3.1907 | 32500 | 0.6969 | 0.0094 | 0.2088 | 0.7369 | 0.2088 |
| 0.7382 | 3.2005 | 32600 | 0.7024 | 0.0094 | 0.1992 | 0.7328 | 0.1992 |
| 0.6664 | 3.2103 | 32700 | 0.7035 | 0.0094 | 0.2037 | 0.7329 | 0.2037 |
| 0.6708 | 3.2201 | 32800 | 0.6979 | 0.0094 | 0.2046 | 0.7346 | 0.2046 |
| 0.6894 | 3.2299 | 32900 | 0.6981 | 0.0094 | 0.1971 | 0.7351 | 0.1971 |
| 0.696 | 3.2397 | 33000 | 0.6939 | 0.0094 | 0.2067 | 0.7363 | 0.2067 |
| 0.684 | 3.2496 | 33100 | 0.7038 | 0.0094 | 0.2013 | 0.7321 | 0.2013 |
| 0.6402 | 3.2594 | 33200 | 0.7000 | 0.0094 | 0.1974 | 0.7331 | 0.1974 |
| 0.6739 | 3.2692 | 33300 | 0.6981 | 0.0094 | 0.2048 | 0.7354 | 0.2048 |
| 0.6591 | 3.2790 | 33400 | 0.6942 | 0.0094 | 0.2055 | 0.7355 | 0.2055 |
| 0.691 | 3.2888 | 33500 | 0.6961 | 0.0094 | 0.2036 | 0.7339 | 0.2036 |
| 0.7371 | 3.2986 | 33600 | 0.6943 | 0.0094 | 0.2075 | 0.7374 | 0.2075 |
| 0.6726 | 3.3085 | 33700 | 0.6935 | 0.0094 | 0.2097 | 0.7371 | 0.2097 |
| 0.7498 | 3.3183 | 33800 | 0.6922 | 0.0094 | 0.2017 | 0.7366 | 0.2017 |
| 0.6861 | 3.3281 | 33900 | 0.6903 | 0.0094 | 0.2043 | 0.7376 | 0.2043 |
| 0.6723 | 3.3379 | 34000 | 0.6997 | 0.0094 | 0.2053 | 0.7353 | 0.2053 |
| 0.6605 | 3.3477 | 34100 | 0.6931 | 0.0094 | 0.2074 | 0.7365 | 0.2074 |
| 0.6485 | 3.3575 | 34200 | 0.6870 | 0.0094 | 0.2130 | 0.7392 | 0.2130 |
| 0.6975 | 3.3674 | 34300 | 0.6923 | 0.0094 | 0.2116 | 0.7383 | 0.2116 |
| 0.7043 | 3.3772 | 34400 | 0.6888 | 0.0094 | 0.2085 | 0.7373 | 0.2085 |
| 0.6756 | 3.3870 | 34500 | 0.6871 | 0.0094 | 0.2118 | 0.7392 | 0.2118 |
| 0.6288 | 3.3968 | 34600 | 0.6879 | 0.0094 | 0.2087 | 0.7386 | 0.2087 |
| 0.621 | 3.4066 | 34700 | 0.6891 | 0.0094 | 0.2078 | 0.7377 | 0.2078 |
| 0.6532 | 3.4165 | 34800 | 0.6889 | 0.0094 | 0.2101 | 0.7386 | 0.2101 |
| 0.7206 | 3.4263 | 34900 | 0.6855 | 0.0094 | 0.2110 | 0.7406 | 0.2110 |
| 0.6985 | 3.4361 | 35000 | 0.6926 | 0.0094 | 0.2088 | 0.7356 | 0.2088 |
| 0.6612 | 3.4459 | 35100 | 0.6937 | 0.0094 | 0.2028 | 0.7357 | 0.2028 |
| 0.6652 | 3.4557 | 35200 | 0.6888 | 0.0094 | 0.2103 | 0.7379 | 0.2103 |
| 0.6385 | 3.4655 | 35300 | 0.6904 | 0.0094 | 0.2108 | 0.7376 | 0.2108 |
| 0.6809 | 3.4754 | 35400 | 0.6854 | 0.0094 | 0.2082 | 0.7388 | 0.2082 |
| 0.6715 | 3.4852 | 35500 | 0.6920 | 0.0094 | 0.2081 | 0.7366 | 0.2081 |
| 0.6644 | 3.4950 | 35600 | 0.6901 | 0.0094 | 0.2055 | 0.7368 | 0.2055 |
| 0.6377 | 3.5048 | 35700 | 0.6889 | 0.0094 | 0.2138 | 0.7385 | 0.2138 |
| 0.6633 | 3.5146 | 35800 | 0.6859 | 0.0094 | 0.2103 | 0.7386 | 0.2103 |
| 0.6977 | 3.5244 | 35900 | 0.6885 | 0.0094 | 0.2094 | 0.7392 | 0.2094 |
| 0.6603 | 3.5343 | 36000 | 0.6883 | 0.0094 | 0.2132 | 0.7375 | 0.2132 |
| 0.6672 | 3.5441 | 36100 | 0.6899 | 0.0094 | 0.2105 | 0.7374 | 0.2105 |
| 0.7009 | 3.5539 | 36200 | 0.6821 | 0.0094 | 0.2058 | 0.7377 | 0.2058 |
| 0.628 | 3.5637 | 36300 | 0.6870 | 0.0094 | 0.2107 | 0.7387 | 0.2107 |
| 0.7107 | 3.5735 | 36400 | 0.6816 | 0.0094 | 0.2146 | 0.7394 | 0.2146 |
| 0.6608 | 3.5833 | 36500 | 0.6845 | 0.0094 | 0.2128 | 0.7394 | 0.2128 |
| 0.6958 | 3.5932 | 36600 | 0.6856 | 0.0094 | 0.2101 | 0.7386 | 0.2101 |
| 0.6517 | 3.6030 | 36700 | 0.6790 | 0.0094 | 0.2166 | 0.7416 | 0.2166 |
| 0.7214 | 3.6128 | 36800 | 0.6793 | 0.0094 | 0.2112 | 0.7404 | 0.2112 |
| 0.6442 | 3.6226 | 36900 | 0.6833 | 0.0094 | 0.2139 | 0.7397 | 0.2139 |
| 0.6471 | 3.6324 | 37000 | 0.6861 | 0.0094 | 0.2119 | 0.7400 | 0.2119 |
| 0.665 | 3.6423 | 37100 | 0.6780 | 0.0094 | 0.2140 | 0.7413 | 0.2140 |
| 0.6779 | 3.6521 | 37200 | 0.6811 | 0.0094 | 0.2132 | 0.7420 | 0.2132 |
| 0.6765 | 3.6619 | 37300 | 0.6878 | 0.0094 | 0.2074 | 0.7376 | 0.2074 |
| 0.6714 | 3.6717 | 37400 | 0.6742 | 0.0094 | 0.2185 | 0.7435 | 0.2185 |
| 0.7401 | 3.6815 | 37500 | 0.6767 | 0.0094 | 0.2158 | 0.7434 | 0.2158 |
| 0.6916 | 3.6913 | 37600 | 0.6864 | 0.0094 | 0.2098 | 0.7382 | 0.2098 |
| 0.6457 | 3.7012 | 37700 | 0.6793 | 0.0094 | 0.2111 | 0.7408 | 0.2111 |
| 0.7135 | 3.7110 | 37800 | 0.6757 | 0.0094 | 0.2177 | 0.7416 | 0.2177 |
| 0.6668 | 3.7208 | 37900 | 0.6755 | 0.0094 | 0.2157 | 0.7427 | 0.2157 |
| 0.6544 | 3.7306 | 38000 | 0.6775 | 0.0094 | 0.2187 | 0.7426 | 0.2187 |
| 0.7118 | 3.7404 | 38100 | 0.6777 | 0.0094 | 0.2188 | 0.7424 | 0.2188 |
| 0.6448 | 3.7502 | 38200 | 0.6813 | 0.0094 | 0.2152 | 0.7419 | 0.2152 |
| 0.6548 | 3.7601 | 38300 | 0.6766 | 0.0094 | 0.2206 | 0.7435 | 0.2206 |
| 0.7471 | 3.7699 | 38400 | 0.6826 | 0.0094 | 0.2099 | 0.7395 | 0.2099 |
| 0.7076 | 3.7797 | 38500 | 0.6781 | 0.0094 | 0.2183 | 0.7415 | 0.2183 |
| 0.6972 | 3.7895 | 38600 | 0.6767 | 0.0094 | 0.2150 | 0.7433 | 0.2150 |
| 0.6125 | 3.7993 | 38700 | 0.6917 | 0.0094 | 0.2018 | 0.7366 | 0.2018 |
| 0.6544 | 3.8091 | 38800 | 0.6745 | 0.0094 | 0.2190 | 0.7439 | 0.2190 |
| 0.704 | 3.8190 | 38900 | 0.6751 | 0.0094 | 0.2141 | 0.7435 | 0.2141 |
| 0.7086 | 3.8288 | 39000 | 0.6772 | 0.0094 | 0.2175 | 0.7433 | 0.2175 |
| 0.6939 | 3.8386 | 39100 | 0.6704 | 0.0094 | 0.2175 | 0.7440 | 0.2175 |
| 0.7527 | 3.8484 | 39200 | 0.6741 | 0.0094 | 0.2145 | 0.7433 | 0.2145 |
| 0.6647 | 3.8582 | 39300 | 0.6695 | 0.0094 | 0.2205 | 0.7456 | 0.2205 |
| 0.666 | 3.8681 | 39400 | 0.6724 | 0.0094 | 0.2176 | 0.7441 | 0.2176 |
| 0.6776 | 3.8779 | 39500 | 0.6739 | 0.0094 | 0.2148 | 0.7438 | 0.2148 |
| 0.7107 | 3.8877 | 39600 | 0.6739 | 0.0094 | 0.2157 | 0.7431 | 0.2157 |
| 0.6549 | 3.8975 | 39700 | 0.6707 | 0.0094 | 0.2214 | 0.7441 | 0.2214 |
| 0.6713 | 3.9073 | 39800 | 0.6686 | 0.0094 | 0.2204 | 0.7456 | 0.2204 |
| 0.7149 | 3.9171 | 39900 | 0.6732 | 0.0094 | 0.2188 | 0.7437 | 0.2188 |
| 0.7584 | 3.9270 | 40000 | 0.6700 | 0.0094 | 0.2184 | 0.7433 | 0.2184 |
| 0.6428 | 3.9368 | 40100 | 0.6702 | 0.0094 | 0.2191 | 0.7440 | 0.2191 |
| 0.6424 | 3.9466 | 40200 | 0.6690 | 0.0094 | 0.2175 | 0.7441 | 0.2175 |
| 0.6865 | 3.9564 | 40300 | 0.6690 | 0.0094 | 0.2187 | 0.7441 | 0.2187 |
| 0.7292 | 3.9662 | 40400 | 0.6750 | 0.0094 | 0.2183 | 0.7430 | 0.2183 |
| 0.6417 | 3.9760 | 40500 | 0.6685 | 0.0094 | 0.2187 | 0.7454 | 0.2187 |
| 0.6862 | 3.9859 | 40600 | 0.6670 | 0.0094 | 0.2237 | 0.7457 | 0.2237 |
| 0.7173 | 3.9957 | 40700 | 0.6660 | 0.0094 | 0.2200 | 0.7468 | 0.2200 |
| 0.6746 | 4.0055 | 40800 | 0.6707 | 0.0094 | 0.2131 | 0.7432 | 0.2131 |
| 0.6281 | 4.0153 | 40900 | 0.6698 | 0.0094 | 0.2179 | 0.7446 | 0.2179 |
| 0.7018 | 4.0251 | 41000 | 0.6676 | 0.0094 | 0.2202 | 0.7444 | 0.2202 |
| 0.6772 | 4.0349 | 41100 | 0.6670 | 0.0094 | 0.2267 | 0.7472 | 0.2267 |
| 0.5689 | 4.0448 | 41200 | 0.6712 | 0.0094 | 0.2198 | 0.7454 | 0.2198 |
| 0.632 | 4.0546 | 41300 | 0.6724 | 0.0094 | 0.2181 | 0.7439 | 0.2181 |
| 0.6179 | 4.0644 | 41400 | 0.6699 | 0.0094 | 0.2211 | 0.7438 | 0.2211 |
| 0.669 | 4.0742 | 41500 | 0.6688 | 0.0094 | 0.2213 | 0.7453 | 0.2213 |
| 0.6461 | 4.0840 | 41600 | 0.6733 | 0.0094 | 0.2264 | 0.7460 | 0.2264 |
| 0.6686 | 4.0939 | 41700 | 0.6615 | 0.0094 | 0.2239 | 0.7475 | 0.2239 |
| 0.5915 | 4.1037 | 41800 | 0.6648 | 0.0094 | 0.2150 | 0.7452 | 0.2150 |
| 0.6776 | 4.1135 | 41900 | 0.6678 | 0.0094 | 0.2198 | 0.7453 | 0.2198 |
| 0.6828 | 4.1233 | 42000 | 0.6722 | 0.0094 | 0.2219 | 0.7453 | 0.2219 |
| 0.6152 | 4.1331 | 42100 | 0.6667 | 0.0094 | 0.2218 | 0.7453 | 0.2218 |
| 0.6119 | 4.1429 | 42200 | 0.6722 | 0.0094 | 0.2230 | 0.7453 | 0.2230 |
| 0.7197 | 4.1528 | 42300 | 0.6645 | 0.0094 | 0.2244 | 0.7475 | 0.2244 |
| 0.7332 | 4.1626 | 42400 | 0.6703 | 0.0094 | 0.2138 | 0.7437 | 0.2138 |
| 0.6701 | 4.1724 | 42500 | 0.6651 | 0.0094 | 0.2213 | 0.7469 | 0.2213 |
| 0.7043 | 4.1822 | 42600 | 0.6690 | 0.0094 | 0.2235 | 0.7446 | 0.2235 |
| 0.6631 | 4.1920 | 42700 | 0.6564 | 0.0094 | 0.2272 | 0.7491 | 0.2272 |
| 0.6347 | 4.2018 | 42800 | 0.6624 | 0.0094 | 0.2240 | 0.7478 | 0.2240 |
| 0.692 | 4.2117 | 42900 | 0.6571 | 0.0094 | 0.2221 | 0.7489 | 0.2221 |
| 0.6728 | 4.2215 | 43000 | 0.6729 | 0.0094 | 0.2193 | 0.7450 | 0.2193 |
| 0.698 | 4.2313 | 43100 | 0.6685 | 0.0094 | 0.2199 | 0.7444 | 0.2199 |
| 0.6448 | 4.2411 | 43200 | 0.6570 | 0.0094 | 0.2252 | 0.7480 | 0.2252 |
| 0.6242 | 4.2509 | 43300 | 0.6626 | 0.0094 | 0.2204 | 0.7478 | 0.2204 |
| 0.6086 | 4.2608 | 43400 | 0.6583 | 0.0094 | 0.2266 | 0.7486 | 0.2266 |
| 0.6815 | 4.2706 | 43500 | 0.6588 | 0.0094 | 0.2284 | 0.7482 | 0.2284 |
| 0.5974 | 4.2804 | 43600 | 0.6619 | 0.0094 | 0.2177 | 0.7466 | 0.2177 |
| 0.6273 | 4.2902 | 43700 | 0.6565 | 0.0094 | 0.2254 | 0.7483 | 0.2254 |
| 0.7543 | 4.3000 | 43800 | 0.6633 | 0.0094 | 0.2233 | 0.7444 | 0.2233 |
| 0.7312 | 4.3098 | 43900 | 0.6600 | 0.0094 | 0.2270 | 0.7482 | 0.2270 |
| 0.6302 | 4.3197 | 44000 | 0.6586 | 0.0094 | 0.2275 | 0.7510 | 0.2275 |
| 0.6517 | 4.3295 | 44100 | 0.6595 | 0.0094 | 0.2276 | 0.7472 | 0.2276 |
| 0.6195 | 4.3393 | 44200 | 0.6543 | 0.0094 | 0.2277 | 0.7494 | 0.2277 |
| 0.6959 | 4.3491 | 44300 | 0.6612 | 0.0094 | 0.2326 | 0.7494 | 0.2326 |
| 0.636 | 4.3589 | 44400 | 0.6529 | 0.0094 | 0.2314 | 0.7505 | 0.2314 |
| 0.6246 | 4.3687 | 44500 | 0.6549 | 0.0094 | 0.2275 | 0.7490 | 0.2275 |
| 0.6681 | 4.3786 | 44600 | 0.6622 | 0.0094 | 0.2211 | 0.7466 | 0.2211 |
| 0.6544 | 4.3884 | 44700 | 0.6593 | 0.0094 | 0.2290 | 0.7495 | 0.2290 |
| 0.7086 | 4.3982 | 44800 | 0.6588 | 0.0094 | 0.2263 | 0.7470 | 0.2263 |
| 0.676 | 4.4080 | 44900 | 0.6582 | 0.0094 | 0.2330 | 0.7510 | 0.2330 |
| 0.6323 | 4.4178 | 45000 | 0.6583 | 0.0094 | 0.2251 | 0.7485 | 0.2251 |
| 0.65 | 4.4276 | 45100 | 0.6550 | 0.0094 | 0.2255 | 0.7488 | 0.2255 |
| 0.6297 | 4.4375 | 45200 | 0.6593 | 0.0094 | 0.2186 | 0.7472 | 0.2186 |
| 0.6497 | 4.4473 | 45300 | 0.6581 | 0.0094 | 0.2253 | 0.7473 | 0.2253 |
| 0.643 | 4.4571 | 45400 | 0.6591 | 0.0094 | 0.2248 | 0.7487 | 0.2248 |
| 0.669 | 4.4669 | 45500 | 0.6607 | 0.0094 | 0.2215 | 0.7472 | 0.2215 |
| 0.6477 | 4.4767 | 45600 | 0.6478 | 0.0094 | 0.2343 | 0.7517 | 0.2343 |
| 0.6581 | 4.4866 | 45700 | 0.6561 | 0.0094 | 0.2306 | 0.7495 | 0.2306 |
| 0.6518 | 4.4964 | 45800 | 0.6542 | 0.0094 | 0.2263 | 0.7504 | 0.2263 |
| 0.714 | 4.5062 | 45900 | 0.6566 | 0.0094 | 0.2279 | 0.7502 | 0.2279 |
| 0.6577 | 4.5160 | 46000 | 0.6550 | 0.0094 | 0.2221 | 0.7511 | 0.2221 |
| 0.6926 | 4.5258 | 46100 | 0.6547 | 0.0094 | 0.2295 | 0.7502 | 0.2295 |
| 0.6136 | 4.5356 | 46200 | 0.6559 | 0.0094 | 0.2248 | 0.7488 | 0.2248 |
| 0.5919 | 4.5455 | 46300 | 0.6574 | 0.0094 | 0.2275 | 0.7489 | 0.2275 |
| 0.6448 | 4.5553 | 46400 | 0.6551 | 0.0094 | 0.2319 | 0.7494 | 0.2319 |
| 0.6502 | 4.5651 | 46500 | 0.6507 | 0.0094 | 0.2286 | 0.7494 | 0.2286 |
| 0.6034 | 4.5749 | 46600 | 0.6462 | 0.0094 | 0.2297 | 0.7525 | 0.2297 |
| 0.623 | 4.5847 | 46700 | 0.6506 | 0.0094 | 0.2290 | 0.7508 | 0.2290 |
| 0.597 | 4.5945 | 46800 | 0.6592 | 0.0094 | 0.2275 | 0.7492 | 0.2275 |
| 0.63 | 4.6044 | 46900 | 0.6496 | 0.0094 | 0.2280 | 0.7511 | 0.2280 |
| 0.6545 | 4.6142 | 47000 | 0.6530 | 0.0094 | 0.2265 | 0.7502 | 0.2265 |
| 0.6329 | 4.6240 | 47100 | 0.6508 | 0.0094 | 0.2294 | 0.7492 | 0.2294 |
| 0.6176 | 4.6338 | 47200 | 0.6500 | 0.0094 | 0.2346 | 0.7504 | 0.2346 |
| 0.6927 | 4.6436 | 47300 | 0.6489 | 0.0094 | 0.2338 | 0.7522 | 0.2338 |
| 0.6028 | 4.6534 | 47400 | 0.6532 | 0.0094 | 0.2293 | 0.7508 | 0.2293 |
| 0.6579 | 4.6633 | 47500 | 0.6520 | 0.0094 | 0.2330 | 0.7508 | 0.2330 |
| 0.6518 | 4.6731 | 47600 | 0.6506 | 0.0094 | 0.2239 | 0.7508 | 0.2239 |
| 0.5847 | 4.6829 | 47700 | 0.6497 | 0.0094 | 0.2315 | 0.7511 | 0.2315 |
| 0.5863 | 4.6927 | 47800 | 0.6509 | 0.0094 | 0.2340 | 0.7509 | 0.2340 |
| 0.6136 | 4.7025 | 47900 | 0.6478 | 0.0094 | 0.2302 | 0.7505 | 0.2302 |
| 0.6726 | 4.7124 | 48000 | 0.6452 | 0.0094 | 0.2368 | 0.7536 | 0.2368 |
| 0.5825 | 4.7222 | 48100 | 0.6467 | 0.0094 | 0.2288 | 0.7518 | 0.2288 |
| 0.6825 | 4.7320 | 48200 | 0.6560 | 0.0094 | 0.2257 | 0.7491 | 0.2257 |
| 0.6569 | 4.7418 | 48300 | 0.6518 | 0.0094 | 0.2296 | 0.7511 | 0.2296 |
| 0.6335 | 4.7516 | 48400 | 0.6473 | 0.0094 | 0.2333 | 0.7523 | 0.2333 |
| 0.6904 | 4.7614 | 48500 | 0.6503 | 0.0094 | 0.2297 | 0.7520 | 0.2297 |
| 0.5756 | 4.7713 | 48600 | 0.6543 | 0.0094 | 0.2281 | 0.7499 | 0.2281 |
| 0.6472 | 4.7811 | 48700 | 0.6465 | 0.0094 | 0.2371 | 0.7550 | 0.2371 |
| 0.6553 | 4.7909 | 48800 | 0.6495 | 0.0094 | 0.2355 | 0.7519 | 0.2355 |
| 0.6079 | 4.8007 | 48900 | 0.6450 | 0.0094 | 0.2352 | 0.7521 | 0.2352 |
| 0.5958 | 4.8105 | 49000 | 0.6453 | 0.0094 | 0.2322 | 0.7532 | 0.2322 |
| 0.6001 | 4.8203 | 49100 | 0.6427 | 0.0094 | 0.2366 | 0.7535 | 0.2366 |
| 0.5881 | 4.8302 | 49200 | 0.6518 | 0.0094 | 0.2314 | 0.7521 | 0.2314 |
| 0.6745 | 4.8400 | 49300 | 0.6471 | 0.0094 | 0.2313 | 0.7529 | 0.2313 |
| 0.6291 | 4.8498 | 49400 | 0.6443 | 0.0094 | 0.2411 | 0.7547 | 0.2411 |
| 0.6289 | 4.8596 | 49500 | 0.6459 | 0.0094 | 0.2338 | 0.7541 | 0.2338 |
| 0.6368 | 4.8694 | 49600 | 0.6423 | 0.0094 | 0.2349 | 0.7548 | 0.2349 |
| 0.6534 | 4.8792 | 49700 | 0.6498 | 0.0094 | 0.2278 | 0.7517 | 0.2278 |
| 0.6449 | 4.8891 | 49800 | 0.6482 | 0.0094 | 0.2237 | 0.7500 | 0.2237 |
| 0.6202 | 4.8989 | 49900 | 0.6436 | 0.0094 | 0.2365 | 0.7544 | 0.2365 |
| 0.6694 | 4.9087 | 50000 | 0.6446 | 0.0094 | 0.2378 | 0.7534 | 0.2378 |
| 0.6424 | 4.9185 | 50100 | 0.6422 | 0.0094 | 0.2373 | 0.7552 | 0.2373 |
| 0.5965 | 4.9283 | 50200 | 0.6481 | 0.0094 | 0.2346 | 0.7529 | 0.2346 |
| 0.6782 | 4.9382 | 50300 | 0.6593 | 0.0094 | 0.2286 | 0.7487 | 0.2286 |
| 0.7064 | 4.9480 | 50400 | 0.6424 | 0.0094 | 0.2335 | 0.7543 | 0.2335 |
| 0.6058 | 4.9578 | 50500 | 0.6402 | 0.0094 | 0.2371 | 0.7564 | 0.2371 |
| 0.6064 | 4.9676 | 50600 | 0.6418 | 0.0094 | 0.2344 | 0.7536 | 0.2344 |
| 0.6303 | 4.9774 | 50700 | 0.6412 | 0.0094 | 0.2356 | 0.7545 | 0.2356 |
| 0.632 | 4.9872 | 50800 | 0.6448 | 0.0094 | 0.2337 | 0.7533 | 0.2337 |
| 0.6079 | 4.9971 | 50900 | 0.6387 | 0.0094 | 0.2375 | 0.7535 | 0.2375 |
| 0.57 | 5.0069 | 51000 | 0.6401 | 0.0094 | 0.2366 | 0.7552 | 0.2366 |
| 0.6056 | 5.0167 | 51100 | 0.6362 | 0.0094 | 0.2377 | 0.7567 | 0.2377 |
| 0.6072 | 5.0265 | 51200 | 0.6413 | 0.0094 | 0.2377 | 0.7557 | 0.2377 |
| 0.6841 | 5.0363 | 51300 | 0.6370 | 0.0094 | 0.2355 | 0.7563 | 0.2355 |
| 0.6504 | 5.0461 | 51400 | 0.6372 | 0.0094 | 0.2326 | 0.7548 | 0.2326 |
| 0.6317 | 5.0560 | 51500 | 0.6429 | 0.0094 | 0.2388 | 0.7545 | 0.2388 |
| 0.6176 | 5.0658 | 51600 | 0.6390 | 0.0094 | 0.2442 | 0.7560 | 0.2442 |
| 0.6038 | 5.0756 | 51700 | 0.6408 | 0.0094 | 0.2381 | 0.7551 | 0.2381 |
| 0.6108 | 5.0854 | 51800 | 0.6389 | 0.0094 | 0.2375 | 0.7548 | 0.2375 |
| 0.59 | 5.0952 | 51900 | 0.6409 | 0.0094 | 0.2364 | 0.7551 | 0.2364 |
| 0.6026 | 5.1050 | 52000 | 0.6356 | 0.0094 | 0.2378 | 0.7552 | 0.2378 |
| 0.7036 | 5.1149 | 52100 | 0.6425 | 0.0094 | 0.2350 | 0.7549 | 0.2350 |
| 0.6485 | 5.1247 | 52200 | 0.6381 | 0.0094 | 0.2381 | 0.7561 | 0.2381 |
| 0.6082 | 5.1345 | 52300 | 0.6381 | 0.0094 | 0.2382 | 0.7560 | 0.2382 |
| 0.6587 | 5.1443 | 52400 | 0.6427 | 0.0094 | 0.2372 | 0.7529 | 0.2372 |
| 0.633 | 5.1541 | 52500 | 0.6399 | 0.0094 | 0.2393 | 0.7559 | 0.2393 |
| 0.5891 | 5.1640 | 52600 | 0.6356 | 0.0094 | 0.2352 | 0.7561 | 0.2352 |
| 0.6323 | 5.1738 | 52700 | 0.6369 | 0.0094 | 0.2393 | 0.7550 | 0.2393 |
| 0.689 | 5.1836 | 52800 | 0.6397 | 0.0094 | 0.2430 | 0.7567 | 0.2430 |
| 0.6219 | 5.1934 | 52900 | 0.6403 | 0.0094 | 0.2386 | 0.7546 | 0.2386 |
| 0.6146 | 5.2032 | 53000 | 0.6388 | 0.0094 | 0.2429 | 0.7550 | 0.2429 |
| 0.6861 | 5.2130 | 53100 | 0.6357 | 0.0094 | 0.2341 | 0.7549 | 0.2341 |
| 0.6343 | 5.2229 | 53200 | 0.6402 | 0.0094 | 0.2411 | 0.7549 | 0.2411 |
| 0.6365 | 5.2327 | 53300 | 0.6345 | 0.0094 | 0.2387 | 0.7567 | 0.2387 |
| 0.6092 | 5.2425 | 53400 | 0.6386 | 0.0094 | 0.2395 | 0.7554 | 0.2395 |
| 0.5799 | 5.2523 | 53500 | 0.6334 | 0.0094 | 0.2368 | 0.7555 | 0.2368 |
| 0.6019 | 5.2621 | 53600 | 0.6346 | 0.0094 | 0.2404 | 0.7567 | 0.2404 |
| 0.6239 | 5.2719 | 53700 | 0.6395 | 0.0094 | 0.2360 | 0.7530 | 0.2360 |
| 0.6566 | 5.2818 | 53800 | 0.6300 | 0.0094 | 0.2395 | 0.7575 | 0.2395 |
| 0.6213 | 5.2916 | 53900 | 0.6340 | 0.0094 | 0.2435 | 0.7581 | 0.2435 |
| 0.564 | 5.3014 | 54000 | 0.6324 | 0.0094 | 0.2406 | 0.7574 | 0.2406 |
| 0.6361 | 5.3112 | 54100 | 0.6321 | 0.0094 | 0.2397 | 0.7582 | 0.2397 |
| 0.6377 | 5.3210 | 54200 | 0.6283 | 0.0094 | 0.2446 | 0.7594 | 0.2446 |
| 0.6058 | 5.3308 | 54300 | 0.6338 | 0.0094 | 0.2433 | 0.7583 | 0.2433 |
| 0.6556 | 5.3407 | 54400 | 0.6310 | 0.0094 | 0.2360 | 0.7575 | 0.2360 |
| 0.6477 | 5.3505 | 54500 | 0.6342 | 0.0094 | 0.2387 | 0.7552 | 0.2387 |
| 0.555 | 5.3603 | 54600 | 0.6239 | 0.0094 | 0.2451 | 0.7597 | 0.2451 |
| 0.5838 | 5.3701 | 54700 | 0.6293 | 0.0094 | 0.2493 | 0.7589 | 0.2493 |
| 0.6075 | 5.3799 | 54800 | 0.6357 | 0.0094 | 0.2395 | 0.7563 | 0.2395 |
| 0.6344 | 5.3898 | 54900 | 0.6364 | 0.0094 | 0.2387 | 0.7566 | 0.2387 |
| 0.5897 | 5.3996 | 55000 | 0.6287 | 0.0094 | 0.2462 | 0.7604 | 0.2462 |
| 0.6413 | 5.4094 | 55100 | 0.6283 | 0.0094 | 0.2418 | 0.7590 | 0.2418 |
| 0.5899 | 5.4192 | 55200 | 0.6351 | 0.0094 | 0.2435 | 0.7567 | 0.2435 |
| 0.6177 | 5.4290 | 55300 | 0.6298 | 0.0094 | 0.2444 | 0.7587 | 0.2444 |
| 0.6538 | 5.4388 | 55400 | 0.6248 | 0.0094 | 0.2408 | 0.7594 | 0.2408 |
| 0.6462 | 5.4487 | 55500 | 0.6272 | 0.0094 | 0.2435 | 0.7593 | 0.2435 |
| 0.6442 | 5.4585 | 55600 | 0.6370 | 0.0094 | 0.2360 | 0.7564 | 0.2360 |
| 0.6586 | 5.4683 | 55700 | 0.6269 | 0.0094 | 0.2429 | 0.7601 | 0.2429 |
| 0.6022 | 5.4781 | 55800 | 0.6342 | 0.0094 | 0.2446 | 0.7580 | 0.2446 |
| 0.6132 | 5.4879 | 55900 | 0.6330 | 0.0094 | 0.2412 | 0.7581 | 0.2412 |
| 0.6437 | 5.4977 | 56000 | 0.6293 | 0.0094 | 0.2417 | 0.7595 | 0.2417 |
| 0.5933 | 5.5076 | 56100 | 0.6280 | 0.0094 | 0.2442 | 0.7599 | 0.2442 |
| 0.5955 | 5.5174 | 56200 | 0.6304 | 0.0094 | 0.2430 | 0.7588 | 0.2430 |
| 0.6335 | 5.5272 | 56300 | 0.6230 | 0.0094 | 0.2459 | 0.7603 | 0.2459 |
| 0.6209 | 5.5370 | 56400 | 0.6296 | 0.0094 | 0.2462 | 0.7598 | 0.2462 |
| 0.6066 | 5.5468 | 56500 | 0.6266 | 0.0094 | 0.2435 | 0.7598 | 0.2435 |
| 0.6544 | 5.5566 | 56600 | 0.6210 | 0.0094 | 0.2475 | 0.7620 | 0.2475 |
| 0.6537 | 5.5665 | 56700 | 0.6244 | 0.0094 | 0.2435 | 0.7586 | 0.2435 |
| 0.6893 | 5.5763 | 56800 | 0.6297 | 0.0094 | 0.2393 | 0.7568 | 0.2393 |
| 0.5911 | 5.5861 | 56900 | 0.6282 | 0.0094 | 0.2454 | 0.7596 | 0.2454 |
| 0.6026 | 5.5959 | 57000 | 0.6336 | 0.0094 | 0.2402 | 0.7561 | 0.2402 |
| 0.6199 | 5.6057 | 57100 | 0.6305 | 0.0094 | 0.2444 | 0.7594 | 0.2444 |
| 0.5694 | 5.6156 | 57200 | 0.6282 | 0.0094 | 0.2461 | 0.7590 | 0.2461 |
| 0.6688 | 5.6254 | 57300 | 0.6313 | 0.0094 | 0.2429 | 0.7583 | 0.2429 |
| 0.643 | 5.6352 | 57400 | 0.6260 | 0.0094 | 0.2422 | 0.7599 | 0.2422 |
| 0.5736 | 5.6450 | 57500 | 0.6286 | 0.0094 | 0.2492 | 0.7605 | 0.2492 |
| 0.5877 | 5.6548 | 57600 | 0.6325 | 0.0094 | 0.2429 | 0.7582 | 0.2429 |
| 0.662 | 5.6646 | 57700 | 0.6269 | 0.0094 | 0.2385 | 0.7574 | 0.2385 |
| 0.6076 | 5.6745 | 57800 | 0.6229 | 0.0094 | 0.2494 | 0.7605 | 0.2494 |
| 0.6182 | 5.6843 | 57900 | 0.6215 | 0.0094 | 0.2444 | 0.7600 | 0.2444 |
| 0.5691 | 5.6941 | 58000 | 0.6230 | 0.0094 | 0.2516 | 0.7610 | 0.2516 |
| 0.5936 | 5.7039 | 58100 | 0.6258 | 0.0094 | 0.2453 | 0.7600 | 0.2453 |
| 0.6501 | 5.7137 | 58200 | 0.6238 | 0.0094 | 0.2479 | 0.7618 | 0.2479 |
| 0.6019 | 5.7235 | 58300 | 0.6248 | 0.0094 | 0.2489 | 0.7599 | 0.2489 |
| 0.6461 | 5.7334 | 58400 | 0.6214 | 0.0094 | 0.2458 | 0.7607 | 0.2458 |
| 0.6097 | 5.7432 | 58500 | 0.6248 | 0.0094 | 0.2469 | 0.7623 | 0.2469 |
| 0.6406 | 5.7530 | 58600 | 0.6287 | 0.0094 | 0.2438 | 0.7580 | 0.2438 |
| 0.6121 | 5.7628 | 58700 | 0.6259 | 0.0094 | 0.2427 | 0.7613 | 0.2427 |
| 0.6358 | 5.7726 | 58800 | 0.6309 | 0.0094 | 0.2480 | 0.7585 | 0.2480 |
| 0.5678 | 5.7824 | 58900 | 0.6270 | 0.0094 | 0.2400 | 0.7596 | 0.2400 |
| 0.6317 | 5.7923 | 59000 | 0.6213 | 0.0094 | 0.2498 | 0.7625 | 0.2498 |
| 0.5956 | 5.8021 | 59100 | 0.6295 | 0.0094 | 0.2488 | 0.7589 | 0.2488 |
| 0.6073 | 5.8119 | 59200 | 0.6283 | 0.0094 | 0.2464 | 0.7582 | 0.2464 |
| 0.6501 | 5.8217 | 59300 | 0.6313 | 0.0094 | 0.2420 | 0.7583 | 0.2420 |
| 0.568 | 5.8315 | 59400 | 0.6251 | 0.0094 | 0.2458 | 0.7607 | 0.2458 |
| 0.652 | 5.8414 | 59500 | 0.6273 | 0.0094 | 0.2400 | 0.7604 | 0.2400 |
| 0.574 | 5.8512 | 59600 | 0.6271 | 0.0094 | 0.2462 | 0.7603 | 0.2462 |
| 0.6781 | 5.8610 | 59700 | 0.6256 | 0.0094 | 0.2415 | 0.7602 | 0.2415 |
| 0.6108 | 5.8708 | 59800 | 0.6203 | 0.0094 | 0.2471 | 0.7617 | 0.2471 |
| 0.6292 | 5.8806 | 59900 | 0.6304 | 0.0094 | 0.2377 | 0.7571 | 0.2377 |
| 0.597 | 5.8904 | 60000 | 0.6252 | 0.0094 | 0.2494 | 0.7609 | 0.2494 |
| 0.6043 | 5.9003 | 60100 | 0.6171 | 0.0094 | 0.2521 | 0.7636 | 0.2521 |
| 0.6028 | 5.9101 | 60200 | 0.6266 | 0.0094 | 0.2418 | 0.7591 | 0.2418 |
| 0.6144 | 5.9199 | 60300 | 0.6216 | 0.0094 | 0.2455 | 0.7624 | 0.2455 |
| 0.5969 | 5.9297 | 60400 | 0.6231 | 0.0094 | 0.2536 | 0.7628 | 0.2536 |
| 0.5929 | 5.9395 | 60500 | 0.6231 | 0.0094 | 0.2489 | 0.7604 | 0.2489 |
| 0.569 | 5.9493 | 60600 | 0.6216 | 0.0094 | 0.2483 | 0.7618 | 0.2483 |
| 0.6234 | 5.9592 | 60700 | 0.6248 | 0.0094 | 0.2451 | 0.7619 | 0.2451 |
| 0.6459 | 5.9690 | 60800 | 0.6254 | 0.0094 | 0.2446 | 0.7602 | 0.2446 |
| 0.6411 | 5.9788 | 60900 | 0.6231 | 0.0094 | 0.2449 | 0.7609 | 0.2449 |
| 0.584 | 5.9886 | 61000 | 0.6239 | 0.0094 | 0.2440 | 0.7593 | 0.2440 |
| 0.6153 | 5.9984 | 61100 | 0.6231 | 0.0094 | 0.2482 | 0.7613 | 0.2482 |
| 0.5202 | 6.0082 | 61200 | 0.6157 | 0.0094 | 0.2577 | 0.7642 | 0.2577 |
| 0.5157 | 6.0181 | 61300 | 0.6253 | 0.0094 | 0.2531 | 0.7620 | 0.2531 |
| 0.5531 | 6.0279 | 61400 | 0.6183 | 0.0094 | 0.2506 | 0.7632 | 0.2506 |
| 0.6023 | 6.0377 | 61500 | 0.6242 | 0.0094 | 0.2477 | 0.7612 | 0.2477 |
| 0.5943 | 6.0475 | 61600 | 0.6171 | 0.0094 | 0.2498 | 0.7633 | 0.2498 |
| 0.5683 | 6.0573 | 61700 | 0.6295 | 0.0094 | 0.2397 | 0.7585 | 0.2397 |
| 0.5647 | 6.0672 | 61800 | 0.6230 | 0.0094 | 0.2501 | 0.7614 | 0.2501 |
| 0.679 | 6.0770 | 61900 | 0.6189 | 0.0094 | 0.2450 | 0.7613 | 0.2450 |
| 0.5958 | 6.0868 | 62000 | 0.6157 | 0.0094 | 0.2455 | 0.7643 | 0.2455 |
| 0.5885 | 6.0966 | 62100 | 0.6181 | 0.0094 | 0.2513 | 0.7642 | 0.2513 |
| 0.6131 | 6.1064 | 62200 | 0.6135 | 0.0094 | 0.2504 | 0.7632 | 0.2504 |
| 0.5755 | 6.1162 | 62300 | 0.6161 | 0.0094 | 0.2548 | 0.7639 | 0.2548 |
| 0.6113 | 6.1261 | 62400 | 0.6180 | 0.0094 | 0.2505 | 0.7624 | 0.2505 |
| 0.5281 | 6.1359 | 62500 | 0.6196 | 0.0094 | 0.2519 | 0.7642 | 0.2519 |
| 0.6334 | 6.1457 | 62600 | 0.6191 | 0.0094 | 0.2546 | 0.7635 | 0.2546 |
| 0.5564 | 6.1555 | 62700 | 0.6183 | 0.0094 | 0.2530 | 0.7639 | 0.2530 |
| 0.6108 | 6.1653 | 62800 | 0.6191 | 0.0094 | 0.2501 | 0.7611 | 0.2501 |
| 0.5823 | 6.1751 | 62900 | 0.6175 | 0.0094 | 0.2488 | 0.7632 | 0.2488 |
| 0.6074 | 6.1850 | 63000 | 0.6164 | 0.0094 | 0.2478 | 0.7631 | 0.2478 |
| 0.6215 | 6.1948 | 63100 | 0.6181 | 0.0094 | 0.2470 | 0.7623 | 0.2470 |
| 0.5911 | 6.2046 | 63200 | 0.6186 | 0.0094 | 0.2533 | 0.7645 | 0.2533 |
| 0.6134 | 6.2144 | 63300 | 0.6191 | 0.0094 | 0.2522 | 0.7633 | 0.2522 |
| 0.5751 | 6.2242 | 63400 | 0.6174 | 0.0094 | 0.2531 | 0.7629 | 0.2531 |
| 0.5993 | 6.2340 | 63500 | 0.6202 | 0.0094 | 0.2487 | 0.7623 | 0.2487 |
| 0.6232 | 6.2439 | 63600 | 0.6130 | 0.0094 | 0.2502 | 0.7645 | 0.2502 |
| 0.6159 | 6.2537 | 63700 | 0.6155 | 0.0094 | 0.2561 | 0.7645 | 0.2561 |
| 0.5891 | 6.2635 | 63800 | 0.6181 | 0.0094 | 0.2507 | 0.7630 | 0.2507 |
| 0.5875 | 6.2733 | 63900 | 0.6227 | 0.0094 | 0.2472 | 0.7615 | 0.2472 |
| 0.6235 | 6.2831 | 64000 | 0.6183 | 0.0094 | 0.2542 | 0.7626 | 0.2542 |
| 0.6209 | 6.2930 | 64100 | 0.6225 | 0.0094 | 0.2549 | 0.7617 | 0.2549 |
| 0.6021 | 6.3028 | 64200 | 0.6212 | 0.0094 | 0.2571 | 0.7627 | 0.2571 |
| 0.6208 | 6.3126 | 64300 | 0.6105 | 0.0094 | 0.2639 | 0.7664 | 0.2639 |
| 0.5728 | 6.3224 | 64400 | 0.6118 | 0.0094 | 0.2539 | 0.7655 | 0.2539 |
| 0.6074 | 6.3322 | 64500 | 0.6148 | 0.0094 | 0.2557 | 0.7647 | 0.2557 |
| 0.6148 | 6.3420 | 64600 | 0.6144 | 0.0094 | 0.2545 | 0.7661 | 0.2545 |
| 0.6245 | 6.3519 | 64700 | 0.6100 | 0.0094 | 0.2549 | 0.7641 | 0.2549 |
| 0.5829 | 6.3617 | 64800 | 0.6166 | 0.0094 | 0.2518 | 0.7617 | 0.2518 |
| 0.6367 | 6.3715 | 64900 | 0.6115 | 0.0094 | 0.2527 | 0.7640 | 0.2527 |
| 0.6309 | 6.3813 | 65000 | 0.6080 | 0.0094 | 0.2600 | 0.7684 | 0.2600 |
| 0.5878 | 6.3911 | 65100 | 0.6146 | 0.0094 | 0.2549 | 0.7640 | 0.2549 |
| 0.6651 | 6.4009 | 65200 | 0.6159 | 0.0094 | 0.2532 | 0.7640 | 0.2532 |
| 0.6203 | 6.4108 | 65300 | 0.6175 | 0.0094 | 0.2500 | 0.7630 | 0.2500 |
| 0.638 | 6.4206 | 65400 | 0.6177 | 0.0094 | 0.2530 | 0.7618 | 0.2530 |
| 0.5918 | 6.4304 | 65500 | 0.6117 | 0.0094 | 0.2584 | 0.7667 | 0.2584 |
| 0.6332 | 6.4402 | 65600 | 0.6124 | 0.0094 | 0.2578 | 0.7650 | 0.2578 |
| 0.6313 | 6.4500 | 65700 | 0.6171 | 0.0094 | 0.2579 | 0.7647 | 0.2579 |
| 0.5929 | 6.4598 | 65800 | 0.6163 | 0.0094 | 0.2548 | 0.7632 | 0.2548 |
| 0.6323 | 6.4697 | 65900 | 0.6109 | 0.0094 | 0.2583 | 0.7656 | 0.2583 |
| 0.6121 | 6.4795 | 66000 | 0.6105 | 0.0094 | 0.2570 | 0.7650 | 0.2570 |
| 0.6091 | 6.4893 | 66100 | 0.6081 | 0.0094 | 0.2569 | 0.7660 | 0.2569 |
| 0.5816 | 6.4991 | 66200 | 0.6099 | 0.0094 | 0.2546 | 0.7659 | 0.2546 |
| 0.6073 | 6.5089 | 66300 | 0.6148 | 0.0094 | 0.2522 | 0.7634 | 0.2522 |
| 0.5918 | 6.5188 | 66400 | 0.6107 | 0.0094 | 0.2562 | 0.7661 | 0.2562 |
| 0.6407 | 6.5286 | 66500 | 0.6087 | 0.0094 | 0.2582 | 0.7670 | 0.2582 |
| 0.5795 | 6.5384 | 66600 | 0.6099 | 0.0094 | 0.2587 | 0.7660 | 0.2587 |
| 0.6222 | 6.5482 | 66700 | 0.6089 | 0.0094 | 0.2587 | 0.7680 | 0.2587 |
| 0.5635 | 6.5580 | 66800 | 0.6091 | 0.0094 | 0.2572 | 0.7671 | 0.2572 |
| 0.6618 | 6.5678 | 66900 | 0.6117 | 0.0094 | 0.2520 | 0.7660 | 0.2520 |
| 0.6267 | 6.5777 | 67000 | 0.6135 | 0.0094 | 0.2511 | 0.7643 | 0.2511 |
| 0.6135 | 6.5875 | 67100 | 0.6173 | 0.0094 | 0.2469 | 0.7633 | 0.2469 |
| 0.593 | 6.5973 | 67200 | 0.6152 | 0.0094 | 0.2559 | 0.7637 | 0.2559 |
| 0.5871 | 6.6071 | 67300 | 0.6092 | 0.0094 | 0.2634 | 0.7686 | 0.2634 |
| 0.5537 | 6.6169 | 67400 | 0.6106 | 0.0094 | 0.2582 | 0.7658 | 0.2582 |
| 0.6229 | 6.6267 | 67500 | 0.6109 | 0.0094 | 0.2607 | 0.7671 | 0.2607 |
| 0.5856 | 6.6366 | 67600 | 0.6169 | 0.0094 | 0.2531 | 0.7635 | 0.2531 |
| 0.6703 | 6.6464 | 67700 | 0.6126 | 0.0094 | 0.2538 | 0.7648 | 0.2538 |
| 0.5893 | 6.6562 | 67800 | 0.6168 | 0.0094 | 0.2555 | 0.7641 | 0.2555 |
| 0.595 | 6.6660 | 67900 | 0.6078 | 0.0094 | 0.2582 | 0.7680 | 0.2582 |
| 0.5828 | 6.6758 | 68000 | 0.6091 | 0.0094 | 0.2565 | 0.7661 | 0.2565 |
| 0.6043 | 6.6856 | 68100 | 0.6057 | 0.0094 | 0.2571 | 0.7677 | 0.2571 |
| 0.5836 | 6.6955 | 68200 | 0.6089 | 0.0094 | 0.2571 | 0.7669 | 0.2571 |
| 0.6089 | 6.7053 | 68300 | 0.6113 | 0.0094 | 0.2599 | 0.7653 | 0.2599 |
| 0.5423 | 6.7151 | 68400 | 0.6134 | 0.0094 | 0.2507 | 0.7652 | 0.2507 |
| 0.6325 | 6.7249 | 68500 | 0.6051 | 0.0094 | 0.2558 | 0.7682 | 0.2558 |
| 0.5792 | 6.7347 | 68600 | 0.6138 | 0.0094 | 0.2535 | 0.7658 | 0.2535 |
| 0.5585 | 6.7446 | 68700 | 0.6155 | 0.0094 | 0.2539 | 0.7643 | 0.2539 |
| 0.5838 | 6.7544 | 68800 | 0.6049 | 0.0094 | 0.2598 | 0.7681 | 0.2598 |
| 0.6103 | 6.7642 | 68900 | 0.6097 | 0.0094 | 0.2569 | 0.7683 | 0.2569 |
| 0.6373 | 6.7740 | 69000 | 0.6065 | 0.0094 | 0.2607 | 0.7679 | 0.2607 |
| 0.6402 | 6.7838 | 69100 | 0.6156 | 0.0094 | 0.2547 | 0.7641 | 0.2547 |
| 0.6626 | 6.7936 | 69200 | 0.6069 | 0.0094 | 0.2596 | 0.7678 | 0.2596 |
| 0.5634 | 6.8035 | 69300 | 0.6136 | 0.0094 | 0.2578 | 0.7666 | 0.2578 |
| 0.646 | 6.8133 | 69400 | 0.6072 | 0.0094 | 0.2554 | 0.7668 | 0.2554 |
| 0.6196 | 6.8231 | 69500 | 0.6057 | 0.0094 | 0.2616 | 0.7686 | 0.2616 |
| 0.6132 | 6.8329 | 69600 | 0.6097 | 0.0094 | 0.2550 | 0.7666 | 0.2550 |
| 0.6406 | 6.8427 | 69700 | 0.6107 | 0.0094 | 0.2560 | 0.7654 | 0.2560 |
| 0.6095 | 6.8525 | 69800 | 0.6090 | 0.0094 | 0.2581 | 0.7681 | 0.2581 |
| 0.5351 | 6.8624 | 69900 | 0.6104 | 0.0094 | 0.2541 | 0.7653 | 0.2541 |
| 0.6283 | 6.8722 | 70000 | 0.6064 | 0.0094 | 0.2588 | 0.7664 | 0.2588 |
| 0.5604 | 6.8820 | 70100 | 0.6013 | 0.0094 | 0.2640 | 0.7702 | 0.2640 |
| 0.6172 | 6.8918 | 70200 | 0.6093 | 0.0094 | 0.2588 | 0.7666 | 0.2588 |
| 0.5389 | 6.9016 | 70300 | 0.6073 | 0.0094 | 0.2542 | 0.7665 | 0.2542 |
| 0.6165 | 6.9114 | 70400 | 0.6045 | 0.0094 | 0.2601 | 0.7671 | 0.2601 |
| 0.5748 | 6.9213 | 70500 | 0.6025 | 0.0094 | 0.2589 | 0.7685 | 0.2589 |
| 0.5637 | 6.9311 | 70600 | 0.6024 | 0.0094 | 0.2609 | 0.7690 | 0.2609 |
| 0.585 | 6.9409 | 70700 | 0.6069 | 0.0094 | 0.2549 | 0.7663 | 0.2549 |
| 0.5952 | 6.9507 | 70800 | 0.6024 | 0.0094 | 0.2633 | 0.7682 | 0.2633 |
| 0.5708 | 6.9605 | 70900 | 0.6024 | 0.0094 | 0.2641 | 0.7701 | 0.2641 |
| 0.6433 | 6.9704 | 71000 | 0.6078 | 0.0094 | 0.2569 | 0.7659 | 0.2569 |
| 0.6253 | 6.9802 | 71100 | 0.6052 | 0.0094 | 0.2595 | 0.7669 | 0.2595 |
| 0.6065 | 6.9900 | 71200 | 0.6012 | 0.0094 | 0.2659 | 0.7697 | 0.2659 |
| 0.5953 | 6.9998 | 71300 | 0.6065 | 0.0094 | 0.2708 | 0.7680 | 0.2708 |
| 0.5194 | 7.0096 | 71400 | 0.6075 | 0.0094 | 0.2605 | 0.7663 | 0.2605 |
| 0.5389 | 7.0194 | 71500 | 0.5973 | 0.0094 | 0.2663 | 0.7710 | 0.2663 |
| 0.5514 | 7.0293 | 71600 | 0.6045 | 0.0094 | 0.2566 | 0.7672 | 0.2566 |
| 0.5856 | 7.0391 | 71700 | 0.6047 | 0.0094 | 0.2553 | 0.7682 | 0.2553 |
| 0.5691 | 7.0489 | 71800 | 0.6088 | 0.0094 | 0.2569 | 0.7657 | 0.2569 |
| 0.5917 | 7.0587 | 71900 | 0.6044 | 0.0094 | 0.2631 | 0.7691 | 0.2631 |
| 0.6004 | 7.0685 | 72000 | 0.5986 | 0.0094 | 0.2610 | 0.7704 | 0.2610 |
| 0.5625 | 7.0783 | 72100 | 0.6038 | 0.0094 | 0.2625 | 0.7690 | 0.2625 |
| 0.5801 | 7.0882 | 72200 | 0.6041 | 0.0094 | 0.2598 | 0.7678 | 0.2598 |
| 0.5636 | 7.0980 | 72300 | 0.6046 | 0.0094 | 0.2644 | 0.7681 | 0.2644 |
| 0.5798 | 7.1078 | 72400 | 0.6038 | 0.0094 | 0.2611 | 0.7686 | 0.2611 |
| 0.5486 | 7.1176 | 72500 | 0.6002 | 0.0094 | 0.2602 | 0.7687 | 0.2602 |
| 0.5785 | 7.1274 | 72600 | 0.6030 | 0.0094 | 0.2605 | 0.7684 | 0.2605 |
| 0.5409 | 7.1372 | 72700 | 0.6046 | 0.0094 | 0.2658 | 0.7694 | 0.2658 |
| 0.5804 | 7.1471 | 72800 | 0.6002 | 0.0094 | 0.2618 | 0.7698 | 0.2618 |
| 0.6198 | 7.1569 | 72900 | 0.6028 | 0.0094 | 0.2568 | 0.7680 | 0.2568 |
| 0.5782 | 7.1667 | 73000 | 0.5979 | 0.0094 | 0.2658 | 0.7695 | 0.2658 |
| 0.5896 | 7.1765 | 73100 | 0.6025 | 0.0094 | 0.2595 | 0.7681 | 0.2595 |
| 0.599 | 7.1863 | 73200 | 0.5999 | 0.0094 | 0.2629 | 0.7686 | 0.2629 |
| 0.575 | 7.1962 | 73300 | 0.6004 | 0.0094 | 0.2618 | 0.7682 | 0.2618 |
| 0.5808 | 7.2060 | 73400 | 0.5984 | 0.0094 | 0.2625 | 0.7696 | 0.2625 |
| 0.5567 | 7.2158 | 73500 | 0.6012 | 0.0094 | 0.2630 | 0.7688 | 0.2630 |
| 0.5901 | 7.2256 | 73600 | 0.5998 | 0.0094 | 0.2627 | 0.7693 | 0.2627 |
| 0.5917 | 7.2354 | 73700 | 0.6022 | 0.0094 | 0.2659 | 0.7683 | 0.2659 |
| 0.578 | 7.2452 | 73800 | 0.6046 | 0.0094 | 0.2602 | 0.7664 | 0.2602 |
| 0.5445 | 7.2551 | 73900 | 0.6004 | 0.0094 | 0.2661 | 0.7693 | 0.2661 |
| 0.5759 | 7.2649 | 74000 | 0.6042 | 0.0094 | 0.2640 | 0.7683 | 0.2640 |
| 0.5627 | 7.2747 | 74100 | 0.5984 | 0.0094 | 0.2716 | 0.7709 | 0.2716 |
| 0.6073 | 7.2845 | 74200 | 0.5997 | 0.0094 | 0.2648 | 0.7686 | 0.2648 |
| 0.5517 | 7.2943 | 74300 | 0.6099 | 0.0094 | 0.2574 | 0.7665 | 0.2574 |
| 0.563 | 7.3041 | 74400 | 0.6032 | 0.0094 | 0.2645 | 0.7702 | 0.2645 |
| 0.5177 | 7.3140 | 74500 | 0.6032 | 0.0094 | 0.2625 | 0.7687 | 0.2625 |
| 0.5801 | 7.3238 | 74600 | 0.6009 | 0.0094 | 0.2618 | 0.7694 | 0.2618 |
| 0.5966 | 7.3336 | 74700 | 0.6066 | 0.0094 | 0.2556 | 0.7663 | 0.2556 |
| 0.5347 | 7.3434 | 74800 | 0.5998 | 0.0094 | 0.2637 | 0.7703 | 0.2637 |
| 0.5757 | 7.3532 | 74900 | 0.6023 | 0.0094 | 0.2651 | 0.7699 | 0.2651 |
| 0.6175 | 7.3630 | 75000 | 0.6002 | 0.0094 | 0.2658 | 0.7704 | 0.2658 |
| 0.6517 | 7.3729 | 75100 | 0.6061 | 0.0094 | 0.2606 | 0.7674 | 0.2606 |
| 0.6175 | 7.3827 | 75200 | 0.5995 | 0.0094 | 0.2586 | 0.7705 | 0.2586 |
| 0.6179 | 7.3925 | 75300 | 0.6025 | 0.0094 | 0.2650 | 0.7687 | 0.2650 |
| 0.5934 | 7.4023 | 75400 | 0.6019 | 0.0094 | 0.2591 | 0.7695 | 0.2591 |
| 0.669 | 7.4121 | 75500 | 0.6007 | 0.0094 | 0.2645 | 0.7702 | 0.2645 |
| 0.583 | 7.4220 | 75600 | 0.6037 | 0.0094 | 0.2566 | 0.7681 | 0.2566 |
| 0.5883 | 7.4318 | 75700 | 0.5993 | 0.0094 | 0.2618 | 0.7692 | 0.2618 |
| 0.618 | 7.4416 | 75800 | 0.5989 | 0.0094 | 0.2678 | 0.7714 | 0.2678 |
| 0.6156 | 7.4514 | 75900 | 0.6032 | 0.0094 | 0.2681 | 0.7686 | 0.2681 |
| 0.5756 | 7.4612 | 76000 | 0.6029 | 0.0094 | 0.2587 | 0.7699 | 0.2587 |
| 0.6369 | 7.4710 | 76100 | 0.6019 | 0.0094 | 0.2616 | 0.7690 | 0.2616 |
| 0.5304 | 7.4809 | 76200 | 0.6019 | 0.0094 | 0.2588 | 0.7677 | 0.2588 |
| 0.6012 | 7.4907 | 76300 | 0.5956 | 0.0094 | 0.2672 | 0.7719 | 0.2672 |
| 0.5876 | 7.5005 | 76400 | 0.5997 | 0.0094 | 0.2659 | 0.7699 | 0.2659 |
| 0.5631 | 7.5103 | 76500 | 0.5969 | 0.0094 | 0.2676 | 0.7711 | 0.2676 |
| 0.5591 | 7.5201 | 76600 | 0.6026 | 0.0094 | 0.2592 | 0.7676 | 0.2592 |
| 0.5192 | 7.5299 | 76700 | 0.5995 | 0.0094 | 0.2694 | 0.7695 | 0.2694 |
| 0.6046 | 7.5398 | 76800 | 0.5932 | 0.0094 | 0.2678 | 0.7719 | 0.2678 |
| 0.6503 | 7.5496 | 76900 | 0.6078 | 0.0094 | 0.2637 | 0.7680 | 0.2637 |
| 0.6044 | 7.5594 | 77000 | 0.5963 | 0.0094 | 0.2660 | 0.7710 | 0.2660 |
| 0.5787 | 7.5692 | 77100 | 0.6012 | 0.0094 | 0.2696 | 0.7707 | 0.2696 |
| 0.5594 | 7.5790 | 77200 | 0.5984 | 0.0094 | 0.2640 | 0.7707 | 0.2640 |
| 0.5839 | 7.5888 | 77300 | 0.6005 | 0.0094 | 0.2616 | 0.7709 | 0.2616 |
| 0.5257 | 7.5987 | 77400 | 0.6020 | 0.0094 | 0.2575 | 0.7683 | 0.2575 |
| 0.5927 | 7.6085 | 77500 | 0.5969 | 0.0094 | 0.2605 | 0.7698 | 0.2605 |
| 0.57 | 7.6183 | 77600 | 0.5917 | 0.0094 | 0.2654 | 0.7718 | 0.2654 |
| 0.5188 | 7.6281 | 77700 | 0.5946 | 0.0094 | 0.2580 | 0.7704 | 0.2580 |
| 0.5816 | 7.6379 | 77800 | 0.5941 | 0.0094 | 0.2652 | 0.7705 | 0.2652 |
| 0.5503 | 7.6478 | 77900 | 0.5929 | 0.0094 | 0.2685 | 0.7719 | 0.2685 |
| 0.5644 | 7.6576 | 78000 | 0.5919 | 0.0094 | 0.2626 | 0.7723 | 0.2626 |
| 0.6046 | 7.6674 | 78100 | 0.5951 | 0.0094 | 0.2672 | 0.7726 | 0.2672 |
| 0.5292 | 7.6772 | 78200 | 0.5976 | 0.0094 | 0.2702 | 0.7719 | 0.2702 |
| 0.5597 | 7.6870 | 78300 | 0.5931 | 0.0094 | 0.2667 | 0.7728 | 0.2667 |
| 0.5648 | 7.6968 | 78400 | 0.5973 | 0.0094 | 0.2735 | 0.7723 | 0.2735 |
| 0.5711 | 7.7067 | 78500 | 0.6001 | 0.0094 | 0.2619 | 0.7691 | 0.2619 |
| 0.5607 | 7.7165 | 78600 | 0.5900 | 0.0094 | 0.2685 | 0.7726 | 0.2685 |
| 0.5568 | 7.7263 | 78700 | 0.5939 | 0.0094 | 0.2657 | 0.7715 | 0.2657 |
| 0.6084 | 7.7361 | 78800 | 0.5905 | 0.0094 | 0.2682 | 0.7726 | 0.2682 |
| 0.6034 | 7.7459 | 78900 | 0.5935 | 0.0094 | 0.2651 | 0.7715 | 0.2651 |
| 0.5307 | 7.7557 | 79000 | 0.5957 | 0.0094 | 0.2639 | 0.7695 | 0.2639 |
| 0.6019 | 7.7656 | 79100 | 0.5957 | 0.0094 | 0.2681 | 0.7699 | 0.2681 |
| 0.5572 | 7.7754 | 79200 | 0.5912 | 0.0094 | 0.2711 | 0.7728 | 0.2711 |
| 0.622 | 7.7852 | 79300 | 0.6022 | 0.0094 | 0.2505 | 0.7675 | 0.2505 |
| 0.5371 | 7.7950 | 79400 | 0.5952 | 0.0094 | 0.2694 | 0.7719 | 0.2694 |
| 0.5362 | 7.8048 | 79500 | 0.5969 | 0.0094 | 0.2631 | 0.7707 | 0.2631 |
| 0.6089 | 7.8146 | 79600 | 0.5977 | 0.0094 | 0.2660 | 0.7702 | 0.2660 |
| 0.5382 | 7.8245 | 79700 | 0.5917 | 0.0094 | 0.2678 | 0.7726 | 0.2678 |
| 0.5836 | 7.8343 | 79800 | 0.5968 | 0.0094 | 0.2609 | 0.7708 | 0.2609 |
| 0.589 | 7.8441 | 79900 | 0.5953 | 0.0094 | 0.2642 | 0.7696 | 0.2642 |
| 0.5828 | 7.8539 | 80000 | 0.5925 | 0.0094 | 0.2692 | 0.7728 | 0.2692 |
| 0.603 | 7.8637 | 80100 | 0.5980 | 0.0094 | 0.2616 | 0.7700 | 0.2616 |
| 0.532 | 7.8736 | 80200 | 0.5995 | 0.0094 | 0.2679 | 0.7712 | 0.2679 |
| 0.5895 | 7.8834 | 80300 | 0.5925 | 0.0094 | 0.2678 | 0.7721 | 0.2678 |
| 0.6399 | 7.8932 | 80400 | 0.5963 | 0.0094 | 0.2657 | 0.7705 | 0.2657 |
| 0.556 | 7.9030 | 80500 | 0.5931 | 0.0094 | 0.2625 | 0.7726 | 0.2625 |
| 0.5329 | 7.9128 | 80600 | 0.5939 | 0.0094 | 0.2669 | 0.7714 | 0.2669 |
| 0.5605 | 7.9226 | 80700 | 0.5866 | 0.0094 | 0.2730 | 0.7751 | 0.2730 |
| 0.5897 | 7.9325 | 80800 | 0.5969 | 0.0094 | 0.2591 | 0.7694 | 0.2591 |
| 0.6004 | 7.9423 | 80900 | 0.5936 | 0.0094 | 0.2718 | 0.7728 | 0.2718 |
| 0.6075 | 7.9521 | 81000 | 0.5904 | 0.0094 | 0.2747 | 0.7741 | 0.2747 |
| 0.5228 | 7.9619 | 81100 | 0.5970 | 0.0094 | 0.2640 | 0.7699 | 0.2640 |
| 0.6043 | 7.9717 | 81200 | 0.5888 | 0.0094 | 0.2691 | 0.7744 | 0.2691 |
| 0.6136 | 7.9815 | 81300 | 0.5892 | 0.0094 | 0.2719 | 0.7745 | 0.2719 |
| 0.5848 | 7.9914 | 81400 | 0.6091 | 0.0094 | 0.2527 | 0.7661 | 0.2527 |
| 0.5376 | 8.0012 | 81500 | 0.5886 | 0.0094 | 0.2685 | 0.7727 | 0.2685 |
| 0.5076 | 8.0110 | 81600 | 0.5865 | 0.0094 | 0.2689 | 0.7751 | 0.2689 |
| 0.5472 | 8.0208 | 81700 | 0.5913 | 0.0094 | 0.2678 | 0.7725 | 0.2678 |
| 0.5461 | 8.0306 | 81800 | 0.5900 | 0.0094 | 0.2704 | 0.7737 | 0.2704 |
| 0.5534 | 8.0404 | 81900 | 0.5907 | 0.0094 | 0.2705 | 0.7740 | 0.2705 |
| 0.5744 | 8.0503 | 82000 | 0.5923 | 0.0094 | 0.2676 | 0.7738 | 0.2676 |
| 0.5831 | 8.0601 | 82100 | 0.5882 | 0.0094 | 0.2727 | 0.7745 | 0.2727 |
| 0.5645 | 8.0699 | 82200 | 0.5849 | 0.0094 | 0.2721 | 0.7749 | 0.2721 |
| 0.5151 | 8.0797 | 82300 | 0.5906 | 0.0094 | 0.2725 | 0.7743 | 0.2725 |
| 0.6411 | 8.0895 | 82400 | 0.5926 | 0.0094 | 0.2663 | 0.7721 | 0.2663 |
| 0.5805 | 8.0994 | 82500 | 0.5939 | 0.0094 | 0.2678 | 0.7723 | 0.2678 |
| 0.5411 | 8.1092 | 82600 | 0.5883 | 0.0094 | 0.2717 | 0.7742 | 0.2717 |
| 0.5821 | 8.1190 | 82700 | 0.5886 | 0.0094 | 0.2692 | 0.7737 | 0.2692 |
| 0.6436 | 8.1288 | 82800 | 0.5836 | 0.0094 | 0.2733 | 0.7758 | 0.2733 |
| 0.5453 | 8.1386 | 82900 | 0.5994 | 0.0094 | 0.2695 | 0.7704 | 0.2695 |
| 0.5826 | 8.1484 | 83000 | 0.5919 | 0.0094 | 0.2668 | 0.7724 | 0.2668 |
| 0.5664 | 8.1583 | 83100 | 0.5917 | 0.0094 | 0.2731 | 0.7736 | 0.2731 |
| 0.567 | 8.1681 | 83200 | 0.5938 | 0.0094 | 0.2691 | 0.7718 | 0.2691 |
| 0.577 | 8.1779 | 83300 | 0.5924 | 0.0094 | 0.2601 | 0.7717 | 0.2601 |
| 0.5354 | 8.1877 | 83400 | 0.5892 | 0.0094 | 0.2756 | 0.7751 | 0.2756 |
| 0.5275 | 8.1975 | 83500 | 0.5888 | 0.0094 | 0.2754 | 0.7766 | 0.2754 |
| 0.5868 | 8.2073 | 83600 | 0.5893 | 0.0094 | 0.2704 | 0.7729 | 0.2704 |
| 0.5589 | 8.2172 | 83700 | 0.5954 | 0.0094 | 0.2693 | 0.7725 | 0.2693 |
| 0.5747 | 8.2270 | 83800 | 0.5915 | 0.0094 | 0.2686 | 0.7725 | 0.2686 |
| 0.4976 | 8.2368 | 83900 | 0.5916 | 0.0094 | 0.2651 | 0.7711 | 0.2651 |
| 0.5992 | 8.2466 | 84000 | 0.5891 | 0.0094 | 0.2665 | 0.7736 | 0.2665 |
| 0.5333 | 8.2564 | 84100 | 0.5858 | 0.0094 | 0.2759 | 0.7755 | 0.2759 |
| 0.5412 | 8.2662 | 84200 | 0.5908 | 0.0094 | 0.2672 | 0.7727 | 0.2672 |
| 0.5653 | 8.2761 | 84300 | 0.5900 | 0.0094 | 0.2689 | 0.7735 | 0.2689 |
| 0.5951 | 8.2859 | 84400 | 0.5938 | 0.0094 | 0.2750 | 0.7743 | 0.2750 |
| 0.5927 | 8.2957 | 84500 | 0.5892 | 0.0094 | 0.2735 | 0.7740 | 0.2735 |
| 0.5429 | 8.3055 | 84600 | 0.5912 | 0.0094 | 0.2707 | 0.7741 | 0.2707 |
| 0.5653 | 8.3153 | 84700 | 0.5882 | 0.0094 | 0.2718 | 0.7760 | 0.2718 |
| 0.6059 | 8.3252 | 84800 | 0.5918 | 0.0094 | 0.2725 | 0.7735 | 0.2725 |
| 0.5868 | 8.3350 | 84900 | 0.5907 | 0.0094 | 0.2683 | 0.7737 | 0.2683 |
| 0.5552 | 8.3448 | 85000 | 0.5883 | 0.0094 | 0.2716 | 0.7744 | 0.2716 |
| 0.5179 | 8.3546 | 85100 | 0.5882 | 0.0094 | 0.2725 | 0.7743 | 0.2725 |
| 0.5666 | 8.3644 | 85200 | 0.5904 | 0.0094 | 0.2703 | 0.7749 | 0.2703 |
| 0.5306 | 8.3742 | 85300 | 0.5856 | 0.0094 | 0.2735 | 0.7757 | 0.2735 |
| 0.5135 | 8.3841 | 85400 | 0.5986 | 0.0094 | 0.2605 | 0.7705 | 0.2605 |
| 0.5095 | 8.3939 | 85500 | 0.5929 | 0.0094 | 0.2719 | 0.7733 | 0.2719 |
| 0.583 | 8.4037 | 85600 | 0.5920 | 0.0094 | 0.2656 | 0.7727 | 0.2656 |
| 0.5394 | 8.4135 | 85700 | 0.5854 | 0.0094 | 0.2772 | 0.7757 | 0.2772 |
| 0.5383 | 8.4233 | 85800 | 0.5848 | 0.0094 | 0.2761 | 0.7750 | 0.2761 |
| 0.6036 | 8.4331 | 85900 | 0.5909 | 0.0094 | 0.2681 | 0.7733 | 0.2681 |
| 0.6367 | 8.4430 | 86000 | 0.5939 | 0.0094 | 0.2689 | 0.7721 | 0.2689 |
| 0.5952 | 8.4528 | 86100 | 0.5830 | 0.0094 | 0.2714 | 0.7759 | 0.2714 |
| 0.5556 | 8.4626 | 86200 | 0.5831 | 0.0094 | 0.2759 | 0.7761 | 0.2759 |
| 0.5966 | 8.4724 | 86300 | 0.5866 | 0.0094 | 0.2758 | 0.7750 | 0.2758 |
| 0.5585 | 8.4822 | 86400 | 0.5866 | 0.0094 | 0.2710 | 0.7745 | 0.2710 |
| 0.5878 | 8.4920 | 86500 | 0.5892 | 0.0094 | 0.2685 | 0.7724 | 0.2685 |
| 0.5841 | 8.5019 | 86600 | 0.5825 | 0.0094 | 0.2739 | 0.7751 | 0.2739 |
| 0.5712 | 8.5117 | 86700 | 0.5924 | 0.0094 | 0.2685 | 0.7724 | 0.2685 |
| 0.5471 | 8.5215 | 86800 | 0.5846 | 0.0094 | 0.2764 | 0.7756 | 0.2764 |
| 0.4887 | 8.5313 | 86900 | 0.5807 | 0.0094 | 0.2783 | 0.7789 | 0.2783 |
| 0.6102 | 8.5411 | 87000 | 0.5845 | 0.0094 | 0.2736 | 0.7765 | 0.2736 |
| 0.5156 | 8.5510 | 87100 | 0.5850 | 0.0094 | 0.2763 | 0.7763 | 0.2763 |
| 0.5549 | 8.5608 | 87200 | 0.5884 | 0.0094 | 0.2689 | 0.7738 | 0.2689 |
| 0.6448 | 8.5706 | 87300 | 0.5808 | 0.0094 | 0.2730 | 0.7778 | 0.2730 |
| 0.5612 | 8.5804 | 87400 | 0.5820 | 0.0094 | 0.2747 | 0.7764 | 0.2747 |
| 0.5661 | 8.5902 | 87500 | 0.5873 | 0.0094 | 0.2700 | 0.7759 | 0.2700 |
| 0.5609 | 8.6000 | 87600 | 0.5844 | 0.0094 | 0.2705 | 0.7739 | 0.2705 |
| 0.598 | 8.6099 | 87700 | 0.5836 | 0.0094 | 0.2770 | 0.7773 | 0.2770 |
| 0.5261 | 8.6197 | 87800 | 0.5844 | 0.0094 | 0.2709 | 0.7754 | 0.2709 |
| 0.5843 | 8.6295 | 87900 | 0.5913 | 0.0094 | 0.2691 | 0.7722 | 0.2691 |
| 0.5807 | 8.6393 | 88000 | 0.5818 | 0.0094 | 0.2777 | 0.7777 | 0.2777 |
| 0.5706 | 8.6491 | 88100 | 0.5799 | 0.0094 | 0.2780 | 0.7765 | 0.2780 |
| 0.5769 | 8.6589 | 88200 | 0.5879 | 0.0094 | 0.2696 | 0.7741 | 0.2696 |
| 0.5917 | 8.6688 | 88300 | 0.5848 | 0.0094 | 0.2737 | 0.7752 | 0.2737 |
| 0.5679 | 8.6786 | 88400 | 0.5860 | 0.0094 | 0.2721 | 0.7752 | 0.2721 |
| 0.6116 | 8.6884 | 88500 | 0.5835 | 0.0094 | 0.2767 | 0.7758 | 0.2767 |
| 0.5667 | 8.6982 | 88600 | 0.5818 | 0.0094 | 0.2727 | 0.7763 | 0.2727 |
| 0.5149 | 8.7080 | 88700 | 0.5871 | 0.0094 | 0.2722 | 0.7752 | 0.2722 |
| 0.5664 | 8.7178 | 88800 | 0.5869 | 0.0094 | 0.2803 | 0.7763 | 0.2803 |
| 0.5553 | 8.7277 | 88900 | 0.5873 | 0.0094 | 0.2666 | 0.7737 | 0.2666 |
| 0.5651 | 8.7375 | 89000 | 0.5794 | 0.0094 | 0.2763 | 0.7786 | 0.2763 |
| 0.5471 | 8.7473 | 89100 | 0.5840 | 0.0094 | 0.2732 | 0.7753 | 0.2732 |
| 0.5961 | 8.7571 | 89200 | 0.5861 | 0.0094 | 0.2743 | 0.7744 | 0.2743 |
| 0.5417 | 8.7669 | 89300 | 0.5818 | 0.0094 | 0.2737 | 0.7766 | 0.2737 |
| 0.5257 | 8.7768 | 89400 | 0.5818 | 0.0094 | 0.2741 | 0.7757 | 0.2741 |
| 0.5836 | 8.7866 | 89500 | 0.5860 | 0.0094 | 0.2758 | 0.7760 | 0.2758 |
| 0.5381 | 8.7964 | 89600 | 0.5867 | 0.0094 | 0.2730 | 0.7755 | 0.2730 |
| 0.5479 | 8.8062 | 89700 | 0.5846 | 0.0094 | 0.2671 | 0.7749 | 0.2671 |
| 0.5441 | 8.8160 | 89800 | 0.5839 | 0.0094 | 0.2768 | 0.7778 | 0.2768 |
| 0.559 | 8.8258 | 89900 | 0.5819 | 0.0094 | 0.2817 | 0.7787 | 0.2817 |
| 0.5556 | 8.8357 | 90000 | 0.5826 | 0.0094 | 0.2763 | 0.7752 | 0.2763 |
| 0.5919 | 8.8455 | 90100 | 0.5857 | 0.0094 | 0.2745 | 0.7755 | 0.2745 |
| 0.5721 | 8.8553 | 90200 | 0.5773 | 0.0094 | 0.2799 | 0.7786 | 0.2799 |
| 0.5495 | 8.8651 | 90300 | 0.5818 | 0.0094 | 0.2713 | 0.7747 | 0.2713 |
| 0.5796 | 8.8749 | 90400 | 0.5857 | 0.0094 | 0.2722 | 0.7753 | 0.2722 |
| 0.5934 | 8.8847 | 90500 | 0.5880 | 0.0094 | 0.2732 | 0.7758 | 0.2732 |
| 0.5713 | 8.8946 | 90600 | 0.5783 | 0.0094 | 0.2763 | 0.7770 | 0.2763 |
| 0.5222 | 8.9044 | 90700 | 0.5847 | 0.0094 | 0.2703 | 0.7742 | 0.2703 |
| 0.5668 | 8.9142 | 90800 | 0.5806 | 0.0094 | 0.2776 | 0.7771 | 0.2776 |
| 0.6121 | 8.9240 | 90900 | 0.5787 | 0.0094 | 0.2770 | 0.7769 | 0.2770 |
| 0.5568 | 8.9338 | 91000 | 0.5846 | 0.0094 | 0.2762 | 0.7750 | 0.2762 |
| 0.5602 | 8.9436 | 91100 | 0.5890 | 0.0094 | 0.2642 | 0.7730 | 0.2642 |
| 0.5683 | 8.9535 | 91200 | 0.5833 | 0.0094 | 0.2736 | 0.7756 | 0.2736 |
| 0.5601 | 8.9633 | 91300 | 0.5856 | 0.0094 | 0.2740 | 0.7748 | 0.2740 |
| 0.5842 | 8.9731 | 91400 | 0.5830 | 0.0094 | 0.2741 | 0.7768 | 0.2741 |
| 0.5473 | 8.9829 | 91500 | 0.5807 | 0.0094 | 0.2690 | 0.7761 | 0.2690 |
| 0.5503 | 8.9927 | 91600 | 0.5833 | 0.0094 | 0.2736 | 0.7747 | 0.2736 |
| 0.5519 | 9.0026 | 91700 | 0.5802 | 0.0094 | 0.2765 | 0.7768 | 0.2765 |
| 0.5646 | 9.0124 | 91800 | 0.5812 | 0.0094 | 0.2730 | 0.7752 | 0.2730 |
| 0.5587 | 9.0222 | 91900 | 0.5780 | 0.0094 | 0.2774 | 0.7769 | 0.2774 |
| 0.6316 | 9.0320 | 92000 | 0.5793 | 0.0094 | 0.2796 | 0.7779 | 0.2796 |
| 0.5162 | 9.0418 | 92100 | 0.5833 | 0.0094 | 0.2782 | 0.7761 | 0.2782 |
| 0.5816 | 9.0516 | 92200 | 0.5777 | 0.0094 | 0.2815 | 0.7776 | 0.2815 |
| 0.559 | 9.0615 | 92300 | 0.5849 | 0.0094 | 0.2746 | 0.7756 | 0.2746 |
| 0.5401 | 9.0713 | 92400 | 0.5792 | 0.0094 | 0.2763 | 0.7764 | 0.2763 |
| 0.5728 | 9.0811 | 92500 | 0.5817 | 0.0094 | 0.2745 | 0.7769 | 0.2745 |
| 0.5976 | 9.0909 | 92600 | 0.5825 | 0.0094 | 0.2749 | 0.7752 | 0.2749 |
| 0.5496 | 9.1007 | 92700 | 0.5803 | 0.0094 | 0.2796 | 0.7778 | 0.2796 |
| 0.5357 | 9.1105 | 92800 | 0.5823 | 0.0094 | 0.2752 | 0.7759 | 0.2752 |
| 0.5258 | 9.1204 | 92900 | 0.5798 | 0.0094 | 0.2820 | 0.7775 | 0.2820 |
| 0.5775 | 9.1302 | 93000 | 0.5821 | 0.0094 | 0.2776 | 0.7768 | 0.2776 |
| 0.5662 | 9.1400 | 93100 | 0.5807 | 0.0094 | 0.2816 | 0.7784 | 0.2816 |
| 0.5905 | 9.1498 | 93200 | 0.5824 | 0.0094 | 0.2720 | 0.7753 | 0.2720 |
| 0.5397 | 9.1596 | 93300 | 0.5883 | 0.0094 | 0.2739 | 0.7742 | 0.2739 |
| 0.5964 | 9.1694 | 93400 | 0.5821 | 0.0094 | 0.2812 | 0.7787 | 0.2812 |
| 0.5185 | 9.1793 | 93500 | 0.5880 | 0.0094 | 0.2714 | 0.7738 | 0.2714 |
| 0.5907 | 9.1891 | 93600 | 0.5823 | 0.0094 | 0.2794 | 0.7764 | 0.2794 |
| 0.5729 | 9.1989 | 93700 | 0.5832 | 0.0094 | 0.2716 | 0.7762 | 0.2716 |
| 0.5725 | 9.2087 | 93800 | 0.5816 | 0.0094 | 0.2825 | 0.7772 | 0.2825 |
| 0.6037 | 9.2185 | 93900 | 0.5812 | 0.0094 | 0.2763 | 0.7768 | 0.2763 |
| 0.5325 | 9.2284 | 94000 | 0.5845 | 0.0094 | 0.2774 | 0.7749 | 0.2774 |
| 0.5614 | 9.2382 | 94100 | 0.5777 | 0.0094 | 0.2807 | 0.7785 | 0.2807 |
| 0.5544 | 9.2480 | 94200 | 0.5806 | 0.0094 | 0.2745 | 0.7770 | 0.2745 |
| 0.5341 | 9.2578 | 94300 | 0.5788 | 0.0094 | 0.2808 | 0.7785 | 0.2808 |
| 0.5484 | 9.2676 | 94400 | 0.5779 | 0.0094 | 0.2756 | 0.7769 | 0.2756 |
| 0.5759 | 9.2774 | 94500 | 0.5821 | 0.0094 | 0.2740 | 0.7757 | 0.2740 |
| 0.4906 | 9.2873 | 94600 | 0.5826 | 0.0094 | 0.2792 | 0.7773 | 0.2792 |
| 0.6109 | 9.2971 | 94700 | 0.5803 | 0.0094 | 0.2703 | 0.7756 | 0.2703 |
| 0.6057 | 9.3069 | 94800 | 0.5803 | 0.0094 | 0.2769 | 0.7765 | 0.2769 |
| 0.5333 | 9.3167 | 94900 | 0.5822 | 0.0094 | 0.2765 | 0.7764 | 0.2765 |
| 0.5866 | 9.3265 | 95000 | 0.5805 | 0.0094 | 0.2710 | 0.7758 | 0.2710 |
| 0.5304 | 9.3363 | 95100 | 0.5766 | 0.0094 | 0.2846 | 0.7793 | 0.2846 |
| 0.5874 | 9.3462 | 95200 | 0.5808 | 0.0094 | 0.2837 | 0.7770 | 0.2837 |
| 0.564 | 9.3560 | 95300 | 0.5815 | 0.0094 | 0.2771 | 0.7753 | 0.2771 |
| 0.516 | 9.3658 | 95400 | 0.5758 | 0.0094 | 0.2824 | 0.7788 | 0.2824 |
| 0.5352 | 9.3756 | 95500 | 0.5829 | 0.0094 | 0.2764 | 0.7754 | 0.2764 |
| 0.5107 | 9.3854 | 95600 | 0.5762 | 0.0094 | 0.2832 | 0.7800 | 0.2832 |
| 0.5372 | 9.3952 | 95700 | 0.5819 | 0.0094 | 0.2774 | 0.7775 | 0.2774 |
| 0.5215 | 9.4051 | 95800 | 0.5807 | 0.0094 | 0.2755 | 0.7774 | 0.2755 |
| 0.6089 | 9.4149 | 95900 | 0.5789 | 0.0094 | 0.2759 | 0.7775 | 0.2759 |
| 0.5497 | 9.4247 | 96000 | 0.5734 | 0.0094 | 0.2801 | 0.7786 | 0.2801 |
| 0.5279 | 9.4345 | 96100 | 0.5751 | 0.0094 | 0.2777 | 0.7790 | 0.2777 |
| 0.5932 | 9.4443 | 96200 | 0.5753 | 0.0094 | 0.2777 | 0.7782 | 0.2777 |
| 0.5403 | 9.4542 | 96300 | 0.5846 | 0.0094 | 0.2721 | 0.7745 | 0.2721 |
| 0.5475 | 9.4640 | 96400 | 0.5790 | 0.0094 | 0.2828 | 0.7783 | 0.2828 |
| 0.5096 | 9.4738 | 96500 | 0.5888 | 0.0094 | 0.2712 | 0.7744 | 0.2712 |
| 0.5416 | 9.4836 | 96600 | 0.5829 | 0.0094 | 0.2759 | 0.7778 | 0.2759 |
| 0.4785 | 9.4934 | 96700 | 0.5816 | 0.0094 | 0.2750 | 0.7771 | 0.2750 |
| 0.4853 | 9.5032 | 96800 | 0.5790 | 0.0094 | 0.2785 | 0.7769 | 0.2785 |
| 0.6063 | 9.5131 | 96900 | 0.5811 | 0.0094 | 0.2797 | 0.7769 | 0.2797 |
| 0.5572 | 9.5229 | 97000 | 0.5749 | 0.0094 | 0.2790 | 0.7774 | 0.2790 |
| 0.5315 | 9.5327 | 97100 | 0.5814 | 0.0094 | 0.2766 | 0.7760 | 0.2766 |
| 0.5644 | 9.5425 | 97200 | 0.5723 | 0.0094 | 0.2848 | 0.7815 | 0.2848 |
| 0.5427 | 9.5523 | 97300 | 0.5825 | 0.0094 | 0.2755 | 0.7764 | 0.2755 |
| 0.5166 | 9.5621 | 97400 | 0.5735 | 0.0094 | 0.2813 | 0.7798 | 0.2813 |
| 0.5203 | 9.5720 | 97500 | 0.5766 | 0.0094 | 0.2767 | 0.7775 | 0.2767 |
| 0.5681 | 9.5818 | 97600 | 0.5748 | 0.0094 | 0.2817 | 0.7793 | 0.2817 |
| 0.5858 | 9.5916 | 97700 | 0.5803 | 0.0094 | 0.2770 | 0.7781 | 0.2770 |
| 0.5628 | 9.6014 | 97800 | 0.5752 | 0.0094 | 0.2814 | 0.7791 | 0.2814 |
| 0.5188 | 9.6112 | 97900 | 0.5809 | 0.0094 | 0.2781 | 0.7760 | 0.2781 |
| 0.5652 | 9.6210 | 98000 | 0.5787 | 0.0094 | 0.2718 | 0.7752 | 0.2718 |
| 0.5258 | 9.6309 | 98100 | 0.5760 | 0.0094 | 0.2815 | 0.7789 | 0.2815 |
| 0.5379 | 9.6407 | 98200 | 0.5753 | 0.0094 | 0.2801 | 0.7791 | 0.2801 |
| 0.5347 | 9.6505 | 98300 | 0.5764 | 0.0094 | 0.2848 | 0.7783 | 0.2848 |
| 0.4938 | 9.6603 | 98400 | 0.5723 | 0.0094 | 0.2858 | 0.7808 | 0.2858 |
| 0.5827 | 9.6701 | 98500 | 0.5783 | 0.0094 | 0.2806 | 0.7779 | 0.2806 |
| 0.5944 | 9.6800 | 98600 | 0.5761 | 0.0094 | 0.2826 | 0.7798 | 0.2826 |
| 0.6094 | 9.6898 | 98700 | 0.5761 | 0.0094 | 0.2742 | 0.7764 | 0.2742 |
| 0.595 | 9.6996 | 98800 | 0.5767 | 0.0094 | 0.2812 | 0.7778 | 0.2812 |
| 0.539 | 9.7094 | 98900 | 0.5766 | 0.0094 | 0.2828 | 0.7792 | 0.2828 |
| 0.5492 | 9.7192 | 99000 | 0.5781 | 0.0094 | 0.2771 | 0.7772 | 0.2771 |
| 0.5849 | 9.7290 | 99100 | 0.5736 | 0.0094 | 0.2871 | 0.7809 | 0.2871 |
| 0.5336 | 9.7389 | 99200 | 0.5743 | 0.0094 | 0.2799 | 0.7801 | 0.2799 |
| 0.5565 | 9.7487 | 99300 | 0.5823 | 0.0094 | 0.2780 | 0.7766 | 0.2780 |
| 0.5763 | 9.7585 | 99400 | 0.5696 | 0.0094 | 0.2911 | 0.7812 | 0.2911 |
| 0.5873 | 9.7683 | 99500 | 0.5739 | 0.0094 | 0.2801 | 0.7800 | 0.2801 |
| 0.5689 | 9.7781 | 99600 | 0.5705 | 0.0094 | 0.2880 | 0.7804 | 0.2880 |
| 0.527 | 9.7879 | 99700 | 0.5731 | 0.0094 | 0.2871 | 0.7806 | 0.2871 |
| 0.595 | 9.7978 | 99800 | 0.5747 | 0.0094 | 0.2798 | 0.7789 | 0.2798 |
| 0.5683 | 9.8076 | 99900 | 0.5727 | 0.0094 | 0.2808 | 0.7793 | 0.2808 |
| 0.5916 | 9.8174 | 100000 | 0.5757 | 0.0094 | 0.2873 | 0.7807 | 0.2873 |
| 0.5578 | 9.8272 | 100100 | 0.5706 | 0.0094 | 0.2862 | 0.7807 | 0.2862 |
| 0.5852 | 9.8370 | 100200 | 0.5709 | 0.0094 | 0.2855 | 0.7805 | 0.2855 |
| 0.5929 | 9.8468 | 100300 | 0.5746 | 0.0094 | 0.2801 | 0.7795 | 0.2801 |
| 0.5553 | 9.8567 | 100400 | 0.5760 | 0.0094 | 0.2817 | 0.7780 | 0.2817 |
| 0.5576 | 9.8665 | 100500 | 0.5707 | 0.0094 | 0.2861 | 0.7816 | 0.2861 |
| 0.5713 | 9.8763 | 100600 | 0.5763 | 0.0094 | 0.2788 | 0.7777 | 0.2788 |
| 0.574 | 9.8861 | 100700 | 0.5777 | 0.0094 | 0.2825 | 0.7770 | 0.2825 |
| 0.5647 | 9.8959 | 100800 | 0.5781 | 0.0094 | 0.2749 | 0.7773 | 0.2749 |
| 0.5415 | 9.9058 | 100900 | 0.5760 | 0.0094 | 0.2795 | 0.7789 | 0.2795 |
| 0.5917 | 9.9156 | 101000 | 0.5764 | 0.0094 | 0.2792 | 0.7789 | 0.2792 |
| 0.5536 | 9.9254 | 101100 | 0.5761 | 0.0094 | 0.2765 | 0.7779 | 0.2765 |
| 0.5871 | 9.9352 | 101200 | 0.5699 | 0.0094 | 0.2849 | 0.7812 | 0.2849 |
| 0.5647 | 9.9450 | 101300 | 0.5759 | 0.0094 | 0.2848 | 0.7791 | 0.2848 |
| 0.5432 | 9.9548 | 101400 | 0.5782 | 0.0094 | 0.2739 | 0.7761 | 0.2739 |
| 0.5368 | 9.9647 | 101500 | 0.5731 | 0.0094 | 0.2796 | 0.7793 | 0.2796 |
| 0.5588 | 9.9745 | 101600 | 0.5731 | 0.0094 | 0.2832 | 0.7799 | 0.2832 |
| 0.6109 | 9.9843 | 101700 | 0.5724 | 0.0094 | 0.2817 | 0.7792 | 0.2817 |
| 0.5717 | 9.9941 | 101800 | 0.5713 | 0.0094 | 0.2894 | 0.7807 | 0.2894 |
| 0.5588 | 10.0039 | 101900 | 0.5724 | 0.0094 | 0.2826 | 0.7809 | 0.2826 |
| 0.4517 | 10.0137 | 102000 | 0.5700 | 0.0094 | 0.2865 | 0.7817 | 0.2865 |
| 0.5034 | 10.0236 | 102100 | 0.5791 | 0.0094 | 0.2777 | 0.7768 | 0.2777 |
| 0.5801 | 10.0334 | 102200 | 0.5703 | 0.0094 | 0.2889 | 0.7817 | 0.2889 |
| 0.5543 | 10.0432 | 102300 | 0.5750 | 0.0094 | 0.2825 | 0.7798 | 0.2825 |
| 0.563 | 10.0530 | 102400 | 0.5691 | 0.0094 | 0.2854 | 0.7819 | 0.2854 |
| 0.5432 | 10.0628 | 102500 | 0.5690 | 0.0094 | 0.2848 | 0.7812 | 0.2848 |
| 0.562 | 10.0726 | 102600 | 0.5692 | 0.0094 | 0.2866 | 0.7815 | 0.2866 |
| 0.5512 | 10.0825 | 102700 | 0.5731 | 0.0094 | 0.2846 | 0.7797 | 0.2846 |
| 0.5333 | 10.0923 | 102800 | 0.5683 | 0.0094 | 0.2864 | 0.7812 | 0.2864 |
| 0.6025 | 10.1021 | 102900 | 0.5822 | 0.0094 | 0.2829 | 0.7786 | 0.2829 |
| 0.5594 | 10.1119 | 103000 | 0.5713 | 0.0094 | 0.2790 | 0.7791 | 0.2790 |
| 0.6276 | 10.1217 | 103100 | 0.5745 | 0.0094 | 0.2832 | 0.7789 | 0.2832 |
| 0.4928 | 10.1316 | 103200 | 0.5711 | 0.0094 | 0.2854 | 0.7807 | 0.2854 |
| 0.6059 | 10.1414 | 103300 | 0.5748 | 0.0094 | 0.2810 | 0.7791 | 0.2810 |
| 0.5867 | 10.1512 | 103400 | 0.5682 | 0.0094 | 0.2839 | 0.7826 | 0.2839 |
| 0.5931 | 10.1610 | 103500 | 0.5736 | 0.0094 | 0.2805 | 0.7793 | 0.2805 |
| 0.5541 | 10.1708 | 103600 | 0.5752 | 0.0094 | 0.2833 | 0.7797 | 0.2833 |
| 0.516 | 10.1806 | 103700 | 0.5709 | 0.0094 | 0.2857 | 0.7807 | 0.2857 |
| 0.5776 | 10.1905 | 103800 | 0.5789 | 0.0094 | 0.2827 | 0.7781 | 0.2827 |
| 0.541 | 10.2003 | 103900 | 0.5864 | 0.0094 | 0.2799 | 0.7763 | 0.2799 |
| 0.5616 | 10.2101 | 104000 | 0.5733 | 0.0094 | 0.2831 | 0.7802 | 0.2831 |
| 0.533 | 10.2199 | 104100 | 0.5768 | 0.0094 | 0.2847 | 0.7795 | 0.2847 |
| 0.5526 | 10.2297 | 104200 | 0.5790 | 0.0094 | 0.2819 | 0.7799 | 0.2819 |
| 0.5448 | 10.2395 | 104300 | 0.5733 | 0.0094 | 0.2856 | 0.7788 | 0.2856 |
| 0.627 | 10.2494 | 104400 | 0.5749 | 0.0094 | 0.2848 | 0.7796 | 0.2848 |
| 0.5929 | 10.2592 | 104500 | 0.5739 | 0.0094 | 0.2825 | 0.7796 | 0.2825 |
| 0.5485 | 10.2690 | 104600 | 0.5676 | 0.0094 | 0.2855 | 0.7819 | 0.2855 |
| 0.5561 | 10.2788 | 104700 | 0.5773 | 0.0094 | 0.2770 | 0.7780 | 0.2770 |
| 0.5273 | 10.2886 | 104800 | 0.5728 | 0.0094 | 0.2874 | 0.7805 | 0.2874 |
| 0.5527 | 10.2984 | 104900 | 0.5750 | 0.0094 | 0.2812 | 0.7793 | 0.2812 |
| 0.5176 | 10.3083 | 105000 | 0.5881 | 0.0094 | 0.2728 | 0.7758 | 0.2728 |
| 0.546 | 10.3181 | 105100 | 0.5684 | 0.0094 | 0.2896 | 0.7811 | 0.2896 |
| 0.5406 | 10.3279 | 105200 | 0.5774 | 0.0094 | 0.2766 | 0.7778 | 0.2766 |
| 0.5302 | 10.3377 | 105300 | 0.5692 | 0.0094 | 0.2865 | 0.7814 | 0.2865 |
| 0.5494 | 10.3475 | 105400 | 0.5807 | 0.0094 | 0.2814 | 0.7781 | 0.2814 |
| 0.465 | 10.3574 | 105500 | 0.5684 | 0.0094 | 0.2856 | 0.7817 | 0.2856 |
| 0.5504 | 10.3672 | 105600 | 0.5733 | 0.0094 | 0.2858 | 0.7798 | 0.2858 |
| 0.551 | 10.3770 | 105700 | 0.5675 | 0.0094 | 0.2870 | 0.7839 | 0.2870 |
| 0.5362 | 10.3868 | 105800 | 0.5718 | 0.0094 | 0.2863 | 0.7814 | 0.2863 |
| 0.5728 | 10.3966 | 105900 | 0.5681 | 0.0094 | 0.2867 | 0.7813 | 0.2867 |
| 0.5466 | 10.4064 | 106000 | 0.5768 | 0.0094 | 0.2858 | 0.7811 | 0.2858 |
| 0.5506 | 10.4163 | 106100 | 0.5692 | 0.0094 | 0.2839 | 0.7828 | 0.2839 |
| 0.5423 | 10.4261 | 106200 | 0.5702 | 0.0094 | 0.2870 | 0.7818 | 0.2870 |
| 0.5589 | 10.4359 | 106300 | 0.5736 | 0.0094 | 0.2822 | 0.7801 | 0.2822 |
| 0.5458 | 10.4457 | 106400 | 0.5760 | 0.0094 | 0.2849 | 0.7800 | 0.2849 |
| 0.559 | 10.4555 | 106500 | 0.5695 | 0.0094 | 0.2843 | 0.7806 | 0.2843 |
| 0.5438 | 10.4653 | 106600 | 0.5721 | 0.0094 | 0.2884 | 0.7817 | 0.2884 |
| 0.5405 | 10.4752 | 106700 | 0.5737 | 0.0094 | 0.2859 | 0.7794 | 0.2859 |
| 0.565 | 10.4850 | 106800 | 0.5721 | 0.0094 | 0.2863 | 0.7802 | 0.2863 |
| 0.5368 | 10.4948 | 106900 | 0.5707 | 0.0094 | 0.2851 | 0.7813 | 0.2851 |
| 0.5422 | 10.5046 | 107000 | 0.5661 | 0.0094 | 0.2859 | 0.7823 | 0.2859 |
| 0.5172 | 10.5144 | 107100 | 0.5686 | 0.0094 | 0.2859 | 0.7810 | 0.2859 |
| 0.5603 | 10.5242 | 107200 | 0.5694 | 0.0094 | 0.2916 | 0.7820 | 0.2916 |
| 0.4941 | 10.5341 | 107300 | 0.5695 | 0.0094 | 0.2879 | 0.7817 | 0.2879 |
| 0.5422 | 10.5439 | 107400 | 0.5713 | 0.0094 | 0.2850 | 0.7806 | 0.2850 |
| 0.526 | 10.5537 | 107500 | 0.5751 | 0.0094 | 0.2864 | 0.7802 | 0.2864 |
| 0.5426 | 10.5635 | 107600 | 0.5692 | 0.0094 | 0.2860 | 0.7812 | 0.2860 |
| 0.5834 | 10.5733 | 107700 | 0.5728 | 0.0094 | 0.2810 | 0.7802 | 0.2810 |
| 0.5162 | 10.5832 | 107800 | 0.5734 | 0.0094 | 0.2790 | 0.7789 | 0.2790 |
| 0.565 | 10.5930 | 107900 | 0.5672 | 0.0094 | 0.2883 | 0.7822 | 0.2883 |
| 0.4911 | 10.6028 | 108000 | 0.5668 | 0.0094 | 0.2847 | 0.7818 | 0.2847 |
| 0.5784 | 10.6126 | 108100 | 0.5766 | 0.0094 | 0.2806 | 0.7776 | 0.2806 |
| 0.4943 | 10.6224 | 108200 | 0.5695 | 0.0094 | 0.2883 | 0.7811 | 0.2883 |
| 0.5543 | 10.6322 | 108300 | 0.5699 | 0.0094 | 0.2830 | 0.7814 | 0.2830 |
| 0.5808 | 10.6421 | 108400 | 0.5782 | 0.0094 | 0.2796 | 0.7764 | 0.2796 |
| 0.5554 | 10.6519 | 108500 | 0.5703 | 0.0094 | 0.2838 | 0.7798 | 0.2838 |
| 0.5771 | 10.6617 | 108600 | 0.5716 | 0.0094 | 0.2901 | 0.7808 | 0.2901 |
| 0.5426 | 10.6715 | 108700 | 0.5728 | 0.0094 | 0.2851 | 0.7791 | 0.2851 |
| 0.5237 | 10.6813 | 108800 | 0.5761 | 0.0094 | 0.2832 | 0.7797 | 0.2832 |
| 0.5351 | 10.6911 | 108900 | 0.5671 | 0.0094 | 0.2861 | 0.7801 | 0.2861 |
| 0.5675 | 10.7010 | 109000 | 0.5709 | 0.0094 | 0.2854 | 0.7804 | 0.2854 |
| 0.5573 | 10.7108 | 109100 | 0.5715 | 0.0094 | 0.2861 | 0.7799 | 0.2861 |
| 0.5412 | 10.7206 | 109200 | 0.5670 | 0.0094 | 0.2908 | 0.7836 | 0.2908 |
| 0.5501 | 10.7304 | 109300 | 0.5700 | 0.0094 | 0.2863 | 0.7814 | 0.2863 |
| 0.5691 | 10.7402 | 109400 | 0.5749 | 0.0094 | 0.2836 | 0.7799 | 0.2836 |
| 0.4577 | 10.7500 | 109500 | 0.5678 | 0.0094 | 0.2918 | 0.7827 | 0.2918 |
| 0.5974 | 10.7599 | 109600 | 0.5731 | 0.0094 | 0.2836 | 0.7808 | 0.2836 |
| 0.5755 | 10.7697 | 109700 | 0.5708 | 0.0094 | 0.2881 | 0.7798 | 0.2881 |
| 0.5998 | 10.7795 | 109800 | 0.5686 | 0.0094 | 0.2814 | 0.7805 | 0.2814 |
| 0.5896 | 10.7893 | 109900 | 0.5688 | 0.0094 | 0.2830 | 0.7807 | 0.2830 |
| 0.5422 | 10.7991 | 110000 | 0.5709 | 0.0094 | 0.2811 | 0.7795 | 0.2811 |
| 0.6016 | 10.8090 | 110100 | 0.5689 | 0.0094 | 0.2909 | 0.7823 | 0.2909 |
| 0.5582 | 10.8188 | 110200 | 0.5705 | 0.0094 | 0.2909 | 0.7807 | 0.2909 |
| 0.5143 | 10.8286 | 110300 | 0.5661 | 0.0094 | 0.2953 | 0.7835 | 0.2953 |
| 0.5914 | 10.8384 | 110400 | 0.5815 | 0.0094 | 0.2783 | 0.7777 | 0.2783 |
| 0.552 | 10.8482 | 110500 | 0.5710 | 0.0094 | 0.2846 | 0.7803 | 0.2846 |
| 0.5504 | 10.8580 | 110600 | 0.5634 | 0.0094 | 0.2893 | 0.7838 | 0.2893 |
| 0.5548 | 10.8679 | 110700 | 0.5751 | 0.0094 | 0.2856 | 0.7805 | 0.2856 |
| 0.4987 | 10.8777 | 110800 | 0.5695 | 0.0094 | 0.2832 | 0.7798 | 0.2832 |
| 0.5609 | 10.8875 | 110900 | 0.5704 | 0.0094 | 0.2838 | 0.7803 | 0.2838 |
| 0.5089 | 10.8973 | 111000 | 0.5739 | 0.0094 | 0.2758 | 0.7784 | 0.2758 |
| 0.479 | 10.9071 | 111100 | 0.5637 | 0.0094 | 0.2929 | 0.7841 | 0.2929 |
| 0.5496 | 10.9169 | 111200 | 0.5639 | 0.0094 | 0.2895 | 0.7826 | 0.2895 |
| 0.5646 | 10.9268 | 111300 | 0.5662 | 0.0094 | 0.2837 | 0.7816 | 0.2837 |
| 0.5371 | 10.9366 | 111400 | 0.5678 | 0.0094 | 0.2848 | 0.7811 | 0.2848 |
| 0.5615 | 10.9464 | 111500 | 0.5700 | 0.0094 | 0.2890 | 0.7810 | 0.2890 |
| 0.5628 | 10.9562 | 111600 | 0.5728 | 0.0094 | 0.2859 | 0.7812 | 0.2859 |
| 0.551 | 10.9660 | 111700 | 0.5645 | 0.0094 | 0.2984 | 0.7851 | 0.2984 |
| 0.5553 | 10.9758 | 111800 | 0.5695 | 0.0094 | 0.2893 | 0.7818 | 0.2893 |
| 0.5357 | 10.9857 | 111900 | 0.5725 | 0.0094 | 0.2854 | 0.7797 | 0.2854 |
| 0.5401 | 10.9955 | 112000 | 0.5643 | 0.0094 | 0.2869 | 0.7841 | 0.2869 |
| 0.5691 | 11.0053 | 112100 | 0.5652 | 0.0094 | 0.2961 | 0.7834 | 0.2961 |
| 0.5502 | 11.0151 | 112200 | 0.5714 | 0.0094 | 0.2883 | 0.7831 | 0.2883 |
| 0.5016 | 11.0249 | 112300 | 0.5673 | 0.0094 | 0.2857 | 0.7810 | 0.2857 |
| 0.5594 | 11.0348 | 112400 | 0.5712 | 0.0094 | 0.2845 | 0.7799 | 0.2845 |
| 0.5442 | 11.0446 | 112500 | 0.5698 | 0.0094 | 0.2901 | 0.7826 | 0.2901 |
| 0.5518 | 11.0544 | 112600 | 0.5706 | 0.0094 | 0.2839 | 0.7809 | 0.2839 |
| 0.5288 | 11.0642 | 112700 | 0.5744 | 0.0094 | 0.2839 | 0.7796 | 0.2839 |
| 0.5233 | 11.0740 | 112800 | 0.5654 | 0.0094 | 0.2897 | 0.7821 | 0.2897 |
| 0.5334 | 11.0838 | 112900 | 0.5655 | 0.0094 | 0.2895 | 0.7831 | 0.2895 |
| 0.5408 | 11.0937 | 113000 | 0.5628 | 0.0094 | 0.2902 | 0.7842 | 0.2902 |
| 0.5085 | 11.1035 | 113100 | 0.5742 | 0.0094 | 0.2897 | 0.7806 | 0.2897 |
| 0.5064 | 11.1133 | 113200 | 0.5653 | 0.0094 | 0.2899 | 0.7834 | 0.2899 |
| 0.4894 | 11.1231 | 113300 | 0.5657 | 0.0094 | 0.2877 | 0.7825 | 0.2877 |
| 0.5373 | 11.1329 | 113400 | 0.5698 | 0.0094 | 0.2848 | 0.7812 | 0.2848 |
| 0.569 | 11.1427 | 113500 | 0.5645 | 0.0094 | 0.2893 | 0.7825 | 0.2893 |
| 0.5608 | 11.1526 | 113600 | 0.5685 | 0.0094 | 0.2874 | 0.7821 | 0.2874 |
| 0.549 | 11.1624 | 113700 | 0.5644 | 0.0094 | 0.2893 | 0.7831 | 0.2893 |
| 0.5863 | 11.1722 | 113800 | 0.5697 | 0.0094 | 0.2878 | 0.7811 | 0.2878 |
| 0.5579 | 11.1820 | 113900 | 0.5648 | 0.0094 | 0.2919 | 0.7834 | 0.2919 |
| 0.5252 | 11.1918 | 114000 | 0.5660 | 0.0094 | 0.2899 | 0.7814 | 0.2899 |
| 0.5301 | 11.2016 | 114100 | 0.5633 | 0.0094 | 0.2909 | 0.7838 | 0.2909 |
| 0.5524 | 11.2115 | 114200 | 0.5683 | 0.0094 | 0.2876 | 0.7820 | 0.2876 |
| 0.6184 | 11.2213 | 114300 | 0.5661 | 0.0094 | 0.2898 | 0.7829 | 0.2898 |
| 0.5437 | 11.2311 | 114400 | 0.5657 | 0.0094 | 0.2924 | 0.7826 | 0.2924 |
| 0.5924 | 11.2409 | 114500 | 0.5679 | 0.0094 | 0.2866 | 0.7817 | 0.2866 |
| 0.5403 | 11.2507 | 114600 | 0.5676 | 0.0094 | 0.2910 | 0.7817 | 0.2910 |
| 0.5999 | 11.2606 | 114700 | 0.5717 | 0.0094 | 0.2836 | 0.7812 | 0.2836 |
| 0.5297 | 11.2704 | 114800 | 0.5691 | 0.0094 | 0.2880 | 0.7818 | 0.2880 |
| 0.4916 | 11.2802 | 114900 | 0.5634 | 0.0094 | 0.2919 | 0.7838 | 0.2919 |
| 0.4924 | 11.2900 | 115000 | 0.5705 | 0.0094 | 0.2879 | 0.7817 | 0.2879 |
| 0.5157 | 11.2998 | 115100 | 0.5677 | 0.0094 | 0.2867 | 0.7802 | 0.2867 |
| 0.5912 | 11.3096 | 115200 | 0.5670 | 0.0094 | 0.2889 | 0.7817 | 0.2889 |
| 0.5119 | 11.3195 | 115300 | 0.5622 | 0.0094 | 0.2897 | 0.7818 | 0.2897 |
| 0.5685 | 11.3293 | 115400 | 0.5666 | 0.0094 | 0.2909 | 0.7831 | 0.2909 |
| 0.593 | 11.3391 | 115500 | 0.5700 | 0.0094 | 0.2828 | 0.7814 | 0.2828 |
| 0.5754 | 11.3489 | 115600 | 0.5647 | 0.0094 | 0.2892 | 0.7823 | 0.2892 |
| 0.605 | 11.3587 | 115700 | 0.5676 | 0.0094 | 0.2806 | 0.7817 | 0.2806 |
| 0.5641 | 11.3685 | 115800 | 0.5671 | 0.0094 | 0.2928 | 0.7829 | 0.2928 |
| 0.5735 | 11.3784 | 115900 | 0.5670 | 0.0094 | 0.2909 | 0.7823 | 0.2909 |
| 0.6003 | 11.3882 | 116000 | 0.5719 | 0.0094 | 0.2849 | 0.7813 | 0.2849 |
| 0.5502 | 11.3980 | 116100 | 0.5693 | 0.0094 | 0.2834 | 0.7818 | 0.2834 |
| 0.5564 | 11.4078 | 116200 | 0.5626 | 0.0094 | 0.2908 | 0.7835 | 0.2908 |
| 0.5764 | 11.4176 | 116300 | 0.5667 | 0.0094 | 0.2913 | 0.7832 | 0.2913 |
| 0.5719 | 11.4274 | 116400 | 0.5642 | 0.0094 | 0.2909 | 0.7833 | 0.2909 |
| 0.5133 | 11.4373 | 116500 | 0.5636 | 0.0094 | 0.2928 | 0.7839 | 0.2928 |
| 0.5588 | 11.4471 | 116600 | 0.5633 | 0.0094 | 0.2966 | 0.7840 | 0.2966 |
| 0.4779 | 11.4569 | 116700 | 0.5661 | 0.0094 | 0.2934 | 0.7842 | 0.2934 |
| 0.5205 | 11.4667 | 116800 | 0.5624 | 0.0094 | 0.2945 | 0.7851 | 0.2945 |
| 0.5324 | 11.4765 | 116900 | 0.5618 | 0.0094 | 0.2953 | 0.7857 | 0.2953 |
| 0.5871 | 11.4864 | 117000 | 0.5671 | 0.0094 | 0.2879 | 0.7820 | 0.2879 |
| 0.5325 | 11.4962 | 117100 | 0.5628 | 0.0094 | 0.2935 | 0.7842 | 0.2935 |
| 0.5681 | 11.5060 | 117200 | 0.5706 | 0.0094 | 0.2878 | 0.7814 | 0.2878 |
| 0.5399 | 11.5158 | 117300 | 0.5617 | 0.0094 | 0.2908 | 0.7838 | 0.2908 |
| 0.5739 | 11.5256 | 117400 | 0.5691 | 0.0094 | 0.2879 | 0.7824 | 0.2879 |
| 0.5649 | 11.5354 | 117500 | 0.5610 | 0.0094 | 0.2892 | 0.7835 | 0.2892 |
| 0.5329 | 11.5453 | 117600 | 0.5625 | 0.0094 | 0.2932 | 0.7845 | 0.2932 |
| 0.5897 | 11.5551 | 117700 | 0.5672 | 0.0094 | 0.2879 | 0.7818 | 0.2879 |
| 0.5432 | 11.5649 | 117800 | 0.5644 | 0.0094 | 0.2910 | 0.7831 | 0.2910 |
| 0.5467 | 11.5747 | 117900 | 0.5605 | 0.0094 | 0.2926 | 0.7844 | 0.2926 |
| 0.5303 | 11.5845 | 118000 | 0.5623 | 0.0094 | 0.2944 | 0.7845 | 0.2944 |
| 0.4665 | 11.5943 | 118100 | 0.5658 | 0.0094 | 0.2962 | 0.7840 | 0.2962 |
| 0.5198 | 11.6042 | 118200 | 0.5657 | 0.0094 | 0.2945 | 0.7836 | 0.2945 |
| 0.519 | 11.6140 | 118300 | 0.5611 | 0.0094 | 0.2945 | 0.7842 | 0.2945 |
| 0.4972 | 11.6238 | 118400 | 0.5634 | 0.0094 | 0.2909 | 0.7849 | 0.2909 |
| 0.5422 | 11.6336 | 118500 | 0.5604 | 0.0094 | 0.2939 | 0.7858 | 0.2939 |
| 0.5606 | 11.6434 | 118600 | 0.5662 | 0.0094 | 0.2902 | 0.7820 | 0.2902 |
| 0.5397 | 11.6532 | 118700 | 0.5619 | 0.0094 | 0.2913 | 0.7842 | 0.2913 |
| 0.5592 | 11.6631 | 118800 | 0.5624 | 0.0094 | 0.2939 | 0.7837 | 0.2939 |
| 0.5726 | 11.6729 | 118900 | 0.5717 | 0.0094 | 0.2956 | 0.7822 | 0.2956 |
| 0.5987 | 11.6827 | 119000 | 0.5621 | 0.0094 | 0.2928 | 0.7845 | 0.2928 |
| 0.569 | 11.6925 | 119100 | 0.5635 | 0.0094 | 0.2953 | 0.7838 | 0.2953 |
| 0.5229 | 11.7023 | 119200 | 0.5620 | 0.0094 | 0.2924 | 0.7832 | 0.2924 |
| 0.5452 | 11.7122 | 119300 | 0.5644 | 0.0094 | 0.2889 | 0.7815 | 0.2889 |
| 0.5091 | 11.7220 | 119400 | 0.5642 | 0.0094 | 0.2892 | 0.7830 | 0.2892 |
| 0.5417 | 11.7318 | 119500 | 0.5671 | 0.0094 | 0.2890 | 0.7825 | 0.2890 |
| 0.5416 | 11.7416 | 119600 | 0.5590 | 0.0094 | 0.2917 | 0.7846 | 0.2917 |
| 0.5679 | 11.7514 | 119700 | 0.5662 | 0.0094 | 0.2888 | 0.7828 | 0.2888 |
| 0.577 | 11.7612 | 119800 | 0.5656 | 0.0094 | 0.2914 | 0.7820 | 0.2914 |
| 0.591 | 11.7711 | 119900 | 0.5623 | 0.0094 | 0.2971 | 0.7852 | 0.2971 |
| 0.5251 | 11.7809 | 120000 | 0.5620 | 0.0094 | 0.2924 | 0.7840 | 0.2924 |
| 0.524 | 11.7907 | 120100 | 0.5628 | 0.0094 | 0.2892 | 0.7829 | 0.2892 |
| 0.5434 | 11.8005 | 120200 | 0.5670 | 0.0094 | 0.2887 | 0.7818 | 0.2887 |
| 0.4869 | 11.8103 | 120300 | 0.5632 | 0.0094 | 0.2915 | 0.7834 | 0.2915 |
| 0.5505 | 11.8201 | 120400 | 0.5658 | 0.0094 | 0.2915 | 0.7828 | 0.2915 |
| 0.5723 | 11.8300 | 120500 | 0.5620 | 0.0094 | 0.2878 | 0.7825 | 0.2878 |
| 0.556 | 11.8398 | 120600 | 0.5646 | 0.0094 | 0.2954 | 0.7822 | 0.2954 |
| 0.4907 | 11.8496 | 120700 | 0.5613 | 0.0094 | 0.2928 | 0.7836 | 0.2928 |
| 0.5747 | 11.8594 | 120800 | 0.5679 | 0.0094 | 0.2935 | 0.7818 | 0.2935 |
| 0.5603 | 11.8692 | 120900 | 0.5667 | 0.0094 | 0.2909 | 0.7825 | 0.2909 |
| 0.5352 | 11.8790 | 121000 | 0.5666 | 0.0094 | 0.2950 | 0.7827 | 0.2950 |
| 0.5682 | 11.8889 | 121100 | 0.5682 | 0.0094 | 0.2900 | 0.7809 | 0.2900 |
| 0.5333 | 11.8987 | 121200 | 0.5616 | 0.0094 | 0.2881 | 0.7823 | 0.2881 |
| 0.5112 | 11.9085 | 121300 | 0.5640 | 0.0094 | 0.2870 | 0.7820 | 0.2870 |
| 0.5772 | 11.9183 | 121400 | 0.5577 | 0.0094 | 0.2944 | 0.7845 | 0.2944 |
| 0.5434 | 11.9281 | 121500 | 0.5630 | 0.0094 | 0.2915 | 0.7837 | 0.2915 |
| 0.5301 | 11.9380 | 121600 | 0.5638 | 0.0094 | 0.2913 | 0.7826 | 0.2913 |
| 0.5713 | 11.9478 | 121700 | 0.5630 | 0.0094 | 0.2973 | 0.7849 | 0.2973 |
| 0.5439 | 11.9576 | 121800 | 0.5598 | 0.0094 | 0.2937 | 0.7845 | 0.2937 |
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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