2lrgy3i8_20250704_020254
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: 0.4480
- Model Preparation Time: 0.0114
- Move Accuracy: 0.3895
- Token Accuracy: 0.8268
- Accuracy: 0.3895
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 | 0.0114 | 0.0 | 0.0000 | 0.0 |
| 9.2116 | 0.0098 | 100 | 9.0965 | 0.0114 | 0.0 | 0.1975 | 0.0 |
| 2.4426 | 0.0196 | 200 | 2.3991 | 0.0114 | 0.0 | 0.3059 | 0.0 |
| 1.667 | 0.0295 | 300 | 1.7022 | 0.0114 | 0.0017 | 0.3759 | 0.0017 |
| 1.5459 | 0.0393 | 400 | 1.5899 | 0.0114 | 0.0029 | 0.3960 | 0.0029 |
| 1.476 | 0.0491 | 500 | 1.5046 | 0.0114 | 0.0026 | 0.4231 | 0.0026 |
| 1.4188 | 0.0589 | 600 | 1.4471 | 0.0114 | 0.0047 | 0.4358 | 0.0047 |
| 1.4258 | 0.0687 | 700 | 1.4244 | 0.0114 | 0.0039 | 0.4514 | 0.0039 |
| 1.4568 | 0.0785 | 800 | 1.3974 | 0.0114 | 0.0089 | 0.4655 | 0.0089 |
| 1.3671 | 0.0884 | 900 | 1.3829 | 0.0114 | 0.0159 | 0.4684 | 0.0159 |
| 1.4278 | 0.0982 | 1000 | 1.3981 | 0.0114 | 0.0082 | 0.4612 | 0.0082 |
| 1.3686 | 0.1080 | 1100 | 1.3775 | 0.0114 | 0.0117 | 0.4688 | 0.0117 |
| 1.3414 | 0.1178 | 1200 | 1.3687 | 0.0114 | 0.0126 | 0.4692 | 0.0126 |
| 1.3325 | 0.1276 | 1300 | 1.3557 | 0.0114 | 0.0119 | 0.4804 | 0.0119 |
| 1.3676 | 0.1374 | 1400 | 1.3349 | 0.0114 | 0.0213 | 0.4943 | 0.0213 |
| 1.2924 | 0.1473 | 1500 | 1.3190 | 0.0114 | 0.0238 | 0.4995 | 0.0238 |
| 1.3113 | 0.1571 | 1600 | 1.3047 | 0.0114 | 0.0235 | 0.5046 | 0.0235 |
| 1.2866 | 0.1669 | 1700 | 1.3022 | 0.0114 | 0.0197 | 0.5037 | 0.0197 |
| 1.3195 | 0.1767 | 1800 | 1.3046 | 0.0114 | 0.0253 | 0.5046 | 0.0253 |
| 1.2557 | 0.1865 | 1900 | 1.2854 | 0.0114 | 0.0280 | 0.5109 | 0.0280 |
| 1.2509 | 0.1963 | 2000 | 1.2754 | 0.0114 | 0.0297 | 0.5134 | 0.0297 |
| 1.266 | 0.2062 | 2100 | 1.2695 | 0.0114 | 0.0316 | 0.5162 | 0.0316 |
| 1.2192 | 0.2160 | 2200 | 1.2581 | 0.0114 | 0.0330 | 0.5244 | 0.0330 |
| 1.2665 | 0.2258 | 2300 | 1.2595 | 0.0114 | 0.0294 | 0.5186 | 0.0294 |
| 1.1758 | 0.2356 | 2400 | 1.2469 | 0.0114 | 0.0344 | 0.5249 | 0.0344 |
| 1.1929 | 0.2454 | 2500 | 1.2297 | 0.0114 | 0.0388 | 0.5292 | 0.0388 |
| 1.2412 | 0.2553 | 2600 | 1.2304 | 0.0114 | 0.0420 | 0.5309 | 0.0420 |
| 1.2933 | 0.2651 | 2700 | 1.2110 | 0.0114 | 0.0442 | 0.5406 | 0.0442 |
| 1.179 | 0.2749 | 2800 | 1.1966 | 0.0114 | 0.0492 | 0.5448 | 0.0492 |
| 1.2016 | 0.2847 | 2900 | 1.1921 | 0.0114 | 0.0496 | 0.5459 | 0.0496 |
| 1.1686 | 0.2945 | 3000 | 1.1836 | 0.0114 | 0.0484 | 0.5491 | 0.0484 |
| 1.1499 | 0.3043 | 3100 | 1.1748 | 0.0114 | 0.0565 | 0.5545 | 0.0565 |
| 1.1534 | 0.3142 | 3200 | 1.1648 | 0.0114 | 0.0591 | 0.5573 | 0.0591 |
| 1.2025 | 0.3240 | 3300 | 1.1583 | 0.0114 | 0.0587 | 0.5604 | 0.0587 |
| 1.1019 | 0.3338 | 3400 | 1.1503 | 0.0114 | 0.0589 | 0.5610 | 0.0589 |
| 1.0842 | 0.3436 | 3500 | 1.1408 | 0.0114 | 0.0616 | 0.5654 | 0.0616 |
| 1.1628 | 0.3534 | 3600 | 1.1348 | 0.0114 | 0.0650 | 0.5700 | 0.0650 |
| 1.0969 | 0.3632 | 3700 | 1.1409 | 0.0114 | 0.0671 | 0.5681 | 0.0671 |
| 1.1836 | 0.3731 | 3800 | 1.1275 | 0.0114 | 0.0624 | 0.5699 | 0.0624 |
| 1.0824 | 0.3829 | 3900 | 1.1129 | 0.0114 | 0.0636 | 0.5771 | 0.0636 |
| 1.144 | 0.3927 | 4000 | 1.1000 | 0.0114 | 0.0690 | 0.5809 | 0.0690 |
| 1.0723 | 0.4025 | 4100 | 1.0931 | 0.0114 | 0.0703 | 0.5834 | 0.0703 |
| 1.0418 | 0.4123 | 4200 | 1.0847 | 0.0114 | 0.0694 | 0.5861 | 0.0694 |
| 1.0569 | 0.4221 | 4300 | 1.0632 | 0.0114 | 0.0784 | 0.5941 | 0.0784 |
| 1.1037 | 0.4320 | 4400 | 1.0634 | 0.0114 | 0.0762 | 0.5947 | 0.0762 |
| 1.0255 | 0.4418 | 4500 | 1.0560 | 0.0114 | 0.0752 | 0.5947 | 0.0752 |
| 1.0129 | 0.4516 | 4600 | 1.0458 | 0.0114 | 0.0813 | 0.6016 | 0.0813 |
| 1.0235 | 0.4614 | 4700 | 1.0315 | 0.0114 | 0.0825 | 0.6065 | 0.0825 |
| 1.0175 | 0.4712 | 4800 | 1.0195 | 0.0114 | 0.0843 | 0.6096 | 0.0843 |
| 1.048 | 0.4811 | 4900 | 1.0242 | 0.0114 | 0.0837 | 0.6076 | 0.0837 |
| 0.9767 | 0.4909 | 5000 | 0.9985 | 0.0114 | 0.0896 | 0.6186 | 0.0896 |
| 1.0563 | 0.5007 | 5100 | 0.9981 | 0.0114 | 0.0872 | 0.6167 | 0.0872 |
| 0.9903 | 0.5105 | 5200 | 0.9952 | 0.0114 | 0.0837 | 0.6183 | 0.0837 |
| 1.0367 | 0.5203 | 5300 | 0.9713 | 0.0114 | 0.0956 | 0.6313 | 0.0956 |
| 0.976 | 0.5301 | 5400 | 0.9840 | 0.0114 | 0.0940 | 0.6225 | 0.0940 |
| 0.9425 | 0.5400 | 5500 | 0.9545 | 0.0114 | 0.0988 | 0.6375 | 0.0988 |
| 0.9538 | 0.5498 | 5600 | 0.9562 | 0.0114 | 0.0942 | 0.6321 | 0.0942 |
| 0.9398 | 0.5596 | 5700 | 0.9509 | 0.0114 | 0.1011 | 0.6350 | 0.1011 |
| 0.9662 | 0.5694 | 5800 | 0.9408 | 0.0114 | 0.0970 | 0.6390 | 0.0970 |
| 0.9371 | 0.5792 | 5900 | 0.9294 | 0.0114 | 0.1042 | 0.6459 | 0.1042 |
| 0.9225 | 0.5890 | 6000 | 0.9293 | 0.0114 | 0.1015 | 0.6462 | 0.1015 |
| 0.9147 | 0.5989 | 6100 | 0.9283 | 0.0114 | 0.1053 | 0.6449 | 0.1053 |
| 0.944 | 0.6087 | 6200 | 0.9115 | 0.0114 | 0.1094 | 0.6532 | 0.1094 |
| 0.8665 | 0.6185 | 6300 | 0.9013 | 0.0114 | 0.1149 | 0.6567 | 0.1149 |
| 0.8389 | 0.6283 | 6400 | 0.8909 | 0.0114 | 0.1140 | 0.6589 | 0.1140 |
| 0.9456 | 0.6381 | 6500 | 0.9006 | 0.0114 | 0.1149 | 0.6568 | 0.1149 |
| 0.8944 | 0.6479 | 6600 | 0.8871 | 0.0114 | 0.1165 | 0.6625 | 0.1165 |
| 0.8056 | 0.6578 | 6700 | 0.8785 | 0.0114 | 0.1212 | 0.6670 | 0.1212 |
| 0.8678 | 0.6676 | 6800 | 0.8694 | 0.0114 | 0.1254 | 0.6686 | 0.1254 |
| 0.8392 | 0.6774 | 6900 | 0.8711 | 0.0114 | 0.1215 | 0.6669 | 0.1215 |
| 0.812 | 0.6872 | 7000 | 0.8559 | 0.0114 | 0.1246 | 0.6735 | 0.1246 |
| 0.8689 | 0.6970 | 7100 | 0.8533 | 0.0114 | 0.1243 | 0.6743 | 0.1243 |
| 0.8229 | 0.7069 | 7200 | 0.8435 | 0.0114 | 0.1296 | 0.6785 | 0.1296 |
| 0.8323 | 0.7167 | 7300 | 0.8422 | 0.0114 | 0.1293 | 0.6788 | 0.1293 |
| 0.8545 | 0.7265 | 7400 | 0.8388 | 0.0114 | 0.1311 | 0.6803 | 0.1311 |
| 0.7674 | 0.7363 | 7500 | 0.8354 | 0.0114 | 0.1370 | 0.6828 | 0.1370 |
| 0.8262 | 0.7461 | 7600 | 0.8309 | 0.0114 | 0.1350 | 0.6840 | 0.1350 |
| 0.8711 | 0.7559 | 7700 | 0.8378 | 0.0114 | 0.1423 | 0.6842 | 0.1423 |
| 0.8225 | 0.7658 | 7800 | 0.8216 | 0.0114 | 0.1354 | 0.6872 | 0.1354 |
| 0.7913 | 0.7756 | 7900 | 0.8161 | 0.0114 | 0.1440 | 0.6895 | 0.1440 |
| 0.7904 | 0.7854 | 8000 | 0.8173 | 0.0114 | 0.1399 | 0.6893 | 0.1399 |
| 0.7744 | 0.7952 | 8100 | 0.8091 | 0.0114 | 0.1445 | 0.6922 | 0.1445 |
| 0.8243 | 0.8050 | 8200 | 0.8089 | 0.0114 | 0.1414 | 0.6921 | 0.1414 |
| 0.7296 | 0.8148 | 8300 | 0.8012 | 0.0114 | 0.1481 | 0.6954 | 0.1481 |
| 0.7951 | 0.8247 | 8400 | 0.7944 | 0.0114 | 0.1498 | 0.6974 | 0.1498 |
| 0.7469 | 0.8345 | 8500 | 0.7965 | 0.0114 | 0.1488 | 0.6971 | 0.1488 |
| 0.8287 | 0.8443 | 8600 | 0.8079 | 0.0114 | 0.1432 | 0.6922 | 0.1432 |
| 0.7825 | 0.8541 | 8700 | 0.7882 | 0.0114 | 0.1531 | 0.7000 | 0.1531 |
| 0.7957 | 0.8639 | 8800 | 0.7909 | 0.0114 | 0.1499 | 0.6966 | 0.1499 |
| 0.7888 | 0.8737 | 8900 | 0.7835 | 0.0114 | 0.1533 | 0.7009 | 0.1533 |
| 0.7752 | 0.8836 | 9000 | 0.7778 | 0.0114 | 0.1562 | 0.7050 | 0.1562 |
| 0.7392 | 0.8934 | 9100 | 0.7828 | 0.0114 | 0.1604 | 0.7025 | 0.1604 |
| 0.7803 | 0.9032 | 9200 | 0.7832 | 0.0114 | 0.1586 | 0.7029 | 0.1586 |
| 0.7779 | 0.9130 | 9300 | 0.7692 | 0.0114 | 0.1620 | 0.7068 | 0.1620 |
| 0.7311 | 0.9228 | 9400 | 0.7761 | 0.0114 | 0.1588 | 0.7040 | 0.1588 |
| 0.7478 | 0.9327 | 9500 | 0.7718 | 0.0114 | 0.1640 | 0.7067 | 0.1640 |
| 0.7974 | 0.9425 | 9600 | 0.7643 | 0.0114 | 0.1656 | 0.7099 | 0.1656 |
| 0.7801 | 0.9523 | 9700 | 0.7619 | 0.0114 | 0.1667 | 0.7095 | 0.1667 |
| 0.7555 | 0.9621 | 9800 | 0.7604 | 0.0114 | 0.1680 | 0.7090 | 0.1680 |
| 0.8115 | 0.9719 | 9900 | 0.7643 | 0.0114 | 0.1648 | 0.7085 | 0.1648 |
| 0.7833 | 0.9817 | 10000 | 0.7533 | 0.0114 | 0.1712 | 0.7139 | 0.1712 |
| 0.7235 | 0.9916 | 10100 | 0.7561 | 0.0114 | 0.1710 | 0.7118 | 0.1710 |
| 0.7119 | 1.0014 | 10200 | 0.7628 | 0.0114 | 0.1731 | 0.7122 | 0.1731 |
| 0.7575 | 1.0112 | 10300 | 0.7570 | 0.0114 | 0.1675 | 0.7100 | 0.1675 |
| 0.7372 | 1.0210 | 10400 | 0.7556 | 0.0114 | 0.1728 | 0.7113 | 0.1728 |
| 0.7072 | 1.0308 | 10500 | 0.7470 | 0.0114 | 0.1746 | 0.7173 | 0.1746 |
| 0.7305 | 1.0406 | 10600 | 0.7428 | 0.0114 | 0.1744 | 0.7168 | 0.1744 |
| 0.7295 | 1.0505 | 10700 | 0.7465 | 0.0114 | 0.1733 | 0.7152 | 0.1733 |
| 0.7285 | 1.0603 | 10800 | 0.7442 | 0.0114 | 0.1787 | 0.7158 | 0.1787 |
| 0.7344 | 1.0701 | 10900 | 0.7358 | 0.0114 | 0.1805 | 0.7215 | 0.1805 |
| 0.7656 | 1.0799 | 11000 | 0.7467 | 0.0114 | 0.1731 | 0.7161 | 0.1731 |
| 0.7269 | 1.0897 | 11100 | 0.7428 | 0.0114 | 0.1724 | 0.7161 | 0.1724 |
| 0.7869 | 1.0995 | 11200 | 0.7358 | 0.0114 | 0.1797 | 0.7200 | 0.1797 |
| 0.7465 | 1.1094 | 11300 | 0.7328 | 0.0114 | 0.1806 | 0.7195 | 0.1806 |
| 0.7212 | 1.1192 | 11400 | 0.7257 | 0.0114 | 0.1912 | 0.7236 | 0.1912 |
| 0.7113 | 1.1290 | 11500 | 0.7320 | 0.0114 | 0.1845 | 0.7211 | 0.1845 |
| 0.7056 | 1.1388 | 11600 | 0.7282 | 0.0114 | 0.1907 | 0.7229 | 0.1907 |
| 0.7734 | 1.1486 | 11700 | 0.7255 | 0.0114 | 0.1851 | 0.7230 | 0.1851 |
| 0.6864 | 1.1585 | 11800 | 0.7236 | 0.0114 | 0.1903 | 0.7240 | 0.1903 |
| 0.7619 | 1.1683 | 11900 | 0.7242 | 0.0114 | 0.1893 | 0.7227 | 0.1893 |
| 0.6638 | 1.1781 | 12000 | 0.7228 | 0.0114 | 0.1911 | 0.7262 | 0.1911 |
| 0.7169 | 1.1879 | 12100 | 0.7236 | 0.0114 | 0.1827 | 0.7240 | 0.1827 |
| 0.6655 | 1.1977 | 12200 | 0.7134 | 0.0114 | 0.1965 | 0.7276 | 0.1965 |
| 0.6963 | 1.2075 | 12300 | 0.7161 | 0.0114 | 0.1940 | 0.7255 | 0.1940 |
| 0.7019 | 1.2174 | 12400 | 0.7166 | 0.0114 | 0.1943 | 0.7263 | 0.1943 |
| 0.7486 | 1.2272 | 12500 | 0.7126 | 0.0114 | 0.1903 | 0.7278 | 0.1903 |
| 0.6549 | 1.2370 | 12600 | 0.7066 | 0.0114 | 0.1909 | 0.7288 | 0.1909 |
| 0.686 | 1.2468 | 12700 | 0.7145 | 0.0114 | 0.1945 | 0.7281 | 0.1945 |
| 0.6901 | 1.2566 | 12800 | 0.7045 | 0.0114 | 0.1983 | 0.7315 | 0.1983 |
| 0.7079 | 1.2664 | 12900 | 0.7156 | 0.0114 | 0.1997 | 0.7295 | 0.1997 |
| 0.7082 | 1.2763 | 13000 | 0.7071 | 0.0114 | 0.1969 | 0.7300 | 0.1969 |
| 0.7453 | 1.2861 | 13100 | 0.7044 | 0.0114 | 0.1981 | 0.7312 | 0.1981 |
| 0.7313 | 1.2959 | 13200 | 0.7090 | 0.0114 | 0.2025 | 0.7307 | 0.2025 |
| 0.6826 | 1.3057 | 13300 | 0.7055 | 0.0114 | 0.1941 | 0.7303 | 0.1941 |
| 0.6749 | 1.3155 | 13400 | 0.6995 | 0.0114 | 0.2012 | 0.7327 | 0.2012 |
| 0.6845 | 1.3253 | 13500 | 0.6951 | 0.0114 | 0.2030 | 0.7354 | 0.2030 |
| 0.6744 | 1.3352 | 13600 | 0.6977 | 0.0114 | 0.2042 | 0.7355 | 0.2042 |
| 0.6928 | 1.3450 | 13700 | 0.6968 | 0.0114 | 0.2007 | 0.7324 | 0.2007 |
| 0.745 | 1.3548 | 13800 | 0.6968 | 0.0114 | 0.2042 | 0.7349 | 0.2042 |
| 0.6671 | 1.3646 | 13900 | 0.6882 | 0.0114 | 0.2081 | 0.7369 | 0.2081 |
| 0.6935 | 1.3744 | 14000 | 0.6960 | 0.0114 | 0.2040 | 0.7344 | 0.2040 |
| 0.7039 | 1.3843 | 14100 | 0.7026 | 0.0114 | 0.2027 | 0.7328 | 0.2027 |
| 0.6887 | 1.3941 | 14200 | 0.6884 | 0.0114 | 0.2068 | 0.7377 | 0.2068 |
| 0.6764 | 1.4039 | 14300 | 0.6876 | 0.0114 | 0.2069 | 0.7369 | 0.2069 |
| 0.6423 | 1.4137 | 14400 | 0.6831 | 0.0114 | 0.2084 | 0.7389 | 0.2084 |
| 0.677 | 1.4235 | 14500 | 0.6966 | 0.0114 | 0.1976 | 0.7335 | 0.1976 |
| 0.7274 | 1.4333 | 14600 | 0.6911 | 0.0114 | 0.2058 | 0.7353 | 0.2058 |
| 0.6369 | 1.4432 | 14700 | 0.6834 | 0.0114 | 0.2012 | 0.7374 | 0.2012 |
| 0.6803 | 1.4530 | 14800 | 0.6821 | 0.0114 | 0.2096 | 0.7400 | 0.2096 |
| 0.7096 | 1.4628 | 14900 | 0.6869 | 0.0114 | 0.2035 | 0.7370 | 0.2035 |
| 0.6369 | 1.4726 | 15000 | 0.6819 | 0.0114 | 0.2079 | 0.7397 | 0.2079 |
| 0.6875 | 1.4824 | 15100 | 0.6801 | 0.0114 | 0.2110 | 0.7405 | 0.2110 |
| 0.6855 | 1.4922 | 15200 | 0.6837 | 0.0114 | 0.2112 | 0.7391 | 0.2112 |
| 0.6602 | 1.5021 | 15300 | 0.6734 | 0.0114 | 0.2139 | 0.7431 | 0.2139 |
| 0.6534 | 1.5119 | 15400 | 0.6755 | 0.0114 | 0.2096 | 0.7421 | 0.2096 |
| 0.7405 | 1.5217 | 15500 | 0.6795 | 0.0114 | 0.2068 | 0.7393 | 0.2068 |
| 0.6119 | 1.5315 | 15600 | 0.6816 | 0.0114 | 0.2094 | 0.7399 | 0.2094 |
| 0.7142 | 1.5413 | 15700 | 0.6771 | 0.0114 | 0.2100 | 0.7418 | 0.2100 |
| 0.6668 | 1.5511 | 15800 | 0.6778 | 0.0114 | 0.2145 | 0.7404 | 0.2145 |
| 0.6075 | 1.5610 | 15900 | 0.6687 | 0.0114 | 0.2149 | 0.7434 | 0.2149 |
| 0.6668 | 1.5708 | 16000 | 0.6771 | 0.0114 | 0.2070 | 0.7408 | 0.2070 |
| 0.6787 | 1.5806 | 16100 | 0.6752 | 0.0114 | 0.2112 | 0.7408 | 0.2112 |
| 0.6652 | 1.5904 | 16200 | 0.6741 | 0.0114 | 0.2110 | 0.7416 | 0.2110 |
| 0.674 | 1.6002 | 16300 | 0.6675 | 0.0114 | 0.2165 | 0.7441 | 0.2165 |
| 0.7077 | 1.6101 | 16400 | 0.6683 | 0.0114 | 0.2143 | 0.7443 | 0.2143 |
| 0.6607 | 1.6199 | 16500 | 0.6651 | 0.0114 | 0.2148 | 0.7460 | 0.2148 |
| 0.677 | 1.6297 | 16600 | 0.6622 | 0.0114 | 0.2205 | 0.7458 | 0.2205 |
| 0.6457 | 1.6395 | 16700 | 0.6591 | 0.0114 | 0.2282 | 0.7475 | 0.2282 |
| 0.6455 | 1.6493 | 16800 | 0.6736 | 0.0114 | 0.2206 | 0.7429 | 0.2206 |
| 0.6422 | 1.6591 | 16900 | 0.6576 | 0.0114 | 0.2230 | 0.7476 | 0.2230 |
| 0.6174 | 1.6690 | 17000 | 0.6614 | 0.0114 | 0.2201 | 0.7479 | 0.2201 |
| 0.6308 | 1.6788 | 17100 | 0.6530 | 0.0114 | 0.2269 | 0.7490 | 0.2269 |
| 0.6539 | 1.6886 | 17200 | 0.6613 | 0.0114 | 0.2198 | 0.7476 | 0.2198 |
| 0.6683 | 1.6984 | 17300 | 0.6556 | 0.0114 | 0.2279 | 0.7505 | 0.2279 |
| 0.633 | 1.7082 | 17400 | 0.6616 | 0.0114 | 0.2210 | 0.7453 | 0.2210 |
| 0.6435 | 1.7180 | 17500 | 0.6547 | 0.0114 | 0.2237 | 0.7489 | 0.2237 |
| 0.6492 | 1.7279 | 17600 | 0.6591 | 0.0114 | 0.2218 | 0.7480 | 0.2218 |
| 0.659 | 1.7377 | 17700 | 0.6509 | 0.0114 | 0.2265 | 0.7508 | 0.2265 |
| 0.6609 | 1.7475 | 17800 | 0.6600 | 0.0114 | 0.2181 | 0.7478 | 0.2181 |
| 0.6832 | 1.7573 | 17900 | 0.6474 | 0.0114 | 0.2208 | 0.7504 | 0.2208 |
| 0.6491 | 1.7671 | 18000 | 0.6484 | 0.0114 | 0.2257 | 0.7510 | 0.2257 |
| 0.6629 | 1.7769 | 18100 | 0.6514 | 0.0114 | 0.2258 | 0.7501 | 0.2258 |
| 0.6376 | 1.7868 | 18200 | 0.6471 | 0.0114 | 0.2275 | 0.7504 | 0.2275 |
| 0.6966 | 1.7966 | 18300 | 0.6497 | 0.0114 | 0.2243 | 0.7494 | 0.2243 |
| 0.6568 | 1.8064 | 18400 | 0.6515 | 0.0114 | 0.2223 | 0.7482 | 0.2223 |
| 0.6104 | 1.8162 | 18500 | 0.6483 | 0.0114 | 0.2262 | 0.7511 | 0.2262 |
| 0.6745 | 1.8260 | 18600 | 0.6498 | 0.0114 | 0.2275 | 0.7513 | 0.2275 |
| 0.6678 | 1.8359 | 18700 | 0.6520 | 0.0114 | 0.2257 | 0.7499 | 0.2257 |
| 0.6089 | 1.8457 | 18800 | 0.6465 | 0.0114 | 0.2294 | 0.7517 | 0.2294 |
| 0.638 | 1.8555 | 18900 | 0.6491 | 0.0114 | 0.2248 | 0.7495 | 0.2248 |
| 0.6465 | 1.8653 | 19000 | 0.6461 | 0.0114 | 0.2317 | 0.7511 | 0.2317 |
| 0.5952 | 1.8751 | 19100 | 0.6441 | 0.0114 | 0.2293 | 0.7531 | 0.2293 |
| 0.6268 | 1.8849 | 19200 | 0.6405 | 0.0114 | 0.2286 | 0.7529 | 0.2286 |
| 0.6905 | 1.8948 | 19300 | 0.6329 | 0.0114 | 0.2355 | 0.7563 | 0.2355 |
| 0.6322 | 1.9046 | 19400 | 0.6329 | 0.0114 | 0.2377 | 0.7569 | 0.2377 |
| 0.6435 | 1.9144 | 19500 | 0.6351 | 0.0114 | 0.2397 | 0.7554 | 0.2397 |
| 0.6454 | 1.9242 | 19600 | 0.6359 | 0.0114 | 0.2355 | 0.7547 | 0.2355 |
| 0.6606 | 1.9340 | 19700 | 0.6408 | 0.0114 | 0.2313 | 0.7523 | 0.2313 |
| 0.6258 | 1.9438 | 19800 | 0.6383 | 0.0114 | 0.2356 | 0.7538 | 0.2356 |
| 0.5387 | 1.9537 | 19900 | 0.6382 | 0.0114 | 0.2372 | 0.7552 | 0.2372 |
| 0.5949 | 1.9635 | 20000 | 0.6352 | 0.0114 | 0.2311 | 0.7553 | 0.2311 |
| 0.6272 | 1.9733 | 20100 | 0.6314 | 0.0114 | 0.2373 | 0.7563 | 0.2373 |
| 0.686 | 1.9831 | 20200 | 0.6339 | 0.0114 | 0.2313 | 0.7554 | 0.2313 |
| 0.6197 | 1.9929 | 20300 | 0.6275 | 0.0114 | 0.2355 | 0.7586 | 0.2355 |
| 0.6152 | 2.0027 | 20400 | 0.6345 | 0.0114 | 0.2355 | 0.7551 | 0.2355 |
| 0.5621 | 2.0126 | 20500 | 0.6275 | 0.0114 | 0.2413 | 0.7594 | 0.2413 |
| 0.6368 | 2.0224 | 20600 | 0.6217 | 0.0114 | 0.2482 | 0.7624 | 0.2482 |
| 0.5276 | 2.0322 | 20700 | 0.6278 | 0.0114 | 0.2366 | 0.7587 | 0.2366 |
| 0.5761 | 2.0420 | 20800 | 0.6308 | 0.0114 | 0.2373 | 0.7571 | 0.2373 |
| 0.6168 | 2.0518 | 20900 | 0.6184 | 0.0114 | 0.2391 | 0.7606 | 0.2391 |
| 0.5316 | 2.0617 | 21000 | 0.6200 | 0.0114 | 0.2421 | 0.7607 | 0.2421 |
| 0.6494 | 2.0715 | 21100 | 0.6210 | 0.0114 | 0.2446 | 0.7605 | 0.2446 |
| 0.6235 | 2.0813 | 21200 | 0.6258 | 0.0114 | 0.2396 | 0.7590 | 0.2396 |
| 0.6252 | 2.0911 | 21300 | 0.6164 | 0.0114 | 0.2464 | 0.7625 | 0.2464 |
| 0.6248 | 2.1009 | 21400 | 0.6161 | 0.0114 | 0.2440 | 0.7618 | 0.2440 |
| 0.6155 | 2.1107 | 21500 | 0.6199 | 0.0114 | 0.2400 | 0.7602 | 0.2400 |
| 0.5861 | 2.1206 | 21600 | 0.6182 | 0.0114 | 0.2438 | 0.7619 | 0.2438 |
| 0.6111 | 2.1304 | 21700 | 0.6166 | 0.0114 | 0.2478 | 0.7625 | 0.2478 |
| 0.6061 | 2.1402 | 21800 | 0.6246 | 0.0114 | 0.2480 | 0.7606 | 0.2480 |
| 0.5959 | 2.1500 | 21900 | 0.6129 | 0.0114 | 0.2467 | 0.7634 | 0.2467 |
| 0.5612 | 2.1598 | 22000 | 0.6152 | 0.0114 | 0.2462 | 0.7632 | 0.2462 |
| 0.5952 | 2.1696 | 22100 | 0.6126 | 0.0114 | 0.2453 | 0.7638 | 0.2453 |
| 0.5359 | 2.1795 | 22200 | 0.6183 | 0.0114 | 0.2461 | 0.7619 | 0.2461 |
| 0.5983 | 2.1893 | 22300 | 0.6155 | 0.0114 | 0.2472 | 0.7615 | 0.2472 |
| 0.6042 | 2.1991 | 22400 | 0.6144 | 0.0114 | 0.2447 | 0.7640 | 0.2447 |
| 0.5824 | 2.2089 | 22500 | 0.6142 | 0.0114 | 0.2480 | 0.7651 | 0.2480 |
| 0.5962 | 2.2187 | 22600 | 0.6127 | 0.0114 | 0.2479 | 0.7637 | 0.2479 |
| 0.594 | 2.2285 | 22700 | 0.6080 | 0.0114 | 0.2493 | 0.7647 | 0.2493 |
| 0.6369 | 2.2384 | 22800 | 0.6076 | 0.0114 | 0.2469 | 0.7639 | 0.2469 |
| 0.5763 | 2.2482 | 22900 | 0.6044 | 0.0114 | 0.2489 | 0.7660 | 0.2489 |
| 0.5824 | 2.2580 | 23000 | 0.6069 | 0.0114 | 0.2531 | 0.7653 | 0.2531 |
| 0.6709 | 2.2678 | 23100 | 0.6029 | 0.0114 | 0.2544 | 0.7685 | 0.2544 |
| 0.5866 | 2.2776 | 23200 | 0.6115 | 0.0114 | 0.2498 | 0.7654 | 0.2498 |
| 0.5926 | 2.2875 | 23300 | 0.6104 | 0.0114 | 0.2475 | 0.7658 | 0.2475 |
| 0.5687 | 2.2973 | 23400 | 0.6015 | 0.0114 | 0.2531 | 0.7667 | 0.2531 |
| 0.5865 | 2.3071 | 23500 | 0.6016 | 0.0114 | 0.2524 | 0.7669 | 0.2524 |
| 0.6215 | 2.3169 | 23600 | 0.6034 | 0.0114 | 0.2450 | 0.7654 | 0.2450 |
| 0.5951 | 2.3267 | 23700 | 0.6070 | 0.0114 | 0.2513 | 0.7659 | 0.2513 |
| 0.6299 | 2.3365 | 23800 | 0.5986 | 0.0114 | 0.2580 | 0.7694 | 0.2580 |
| 0.6006 | 2.3464 | 23900 | 0.5993 | 0.0114 | 0.2556 | 0.7675 | 0.2556 |
| 0.5872 | 2.3562 | 24000 | 0.5994 | 0.0114 | 0.2478 | 0.7672 | 0.2478 |
| 0.598 | 2.3660 | 24100 | 0.5991 | 0.0114 | 0.2570 | 0.7705 | 0.2570 |
| 0.6077 | 2.3758 | 24200 | 0.6030 | 0.0114 | 0.2502 | 0.7669 | 0.2502 |
| 0.5496 | 2.3856 | 24300 | 0.5958 | 0.0114 | 0.2574 | 0.7705 | 0.2574 |
| 0.6112 | 2.3954 | 24400 | 0.5975 | 0.0114 | 0.2586 | 0.7705 | 0.2586 |
| 0.5846 | 2.4053 | 24500 | 0.6042 | 0.0114 | 0.2448 | 0.7656 | 0.2448 |
| 0.5743 | 2.4151 | 24600 | 0.6000 | 0.0114 | 0.2547 | 0.7689 | 0.2547 |
| 0.6065 | 2.4249 | 24700 | 0.5937 | 0.0114 | 0.2622 | 0.7702 | 0.2622 |
| 0.5698 | 2.4347 | 24800 | 0.5951 | 0.0114 | 0.2585 | 0.7713 | 0.2585 |
| 0.5837 | 2.4445 | 24900 | 0.5922 | 0.0114 | 0.2576 | 0.7706 | 0.2576 |
| 0.5761 | 2.4543 | 25000 | 0.5925 | 0.0114 | 0.2593 | 0.7715 | 0.2593 |
| 0.557 | 2.4642 | 25100 | 0.5963 | 0.0114 | 0.2643 | 0.7706 | 0.2643 |
| 0.5701 | 2.4740 | 25200 | 0.5915 | 0.0114 | 0.2603 | 0.7711 | 0.2603 |
| 0.6006 | 2.4838 | 25300 | 0.5902 | 0.0114 | 0.2675 | 0.7727 | 0.2675 |
| 0.5499 | 2.4936 | 25400 | 0.5920 | 0.0114 | 0.2616 | 0.7714 | 0.2616 |
| 0.5624 | 2.5034 | 25500 | 0.5911 | 0.0114 | 0.2634 | 0.7738 | 0.2634 |
| 0.5474 | 2.5133 | 25600 | 0.5843 | 0.0114 | 0.2649 | 0.7748 | 0.2649 |
| 0.598 | 2.5231 | 25700 | 0.5897 | 0.0114 | 0.2654 | 0.7732 | 0.2654 |
| 0.5752 | 2.5329 | 25800 | 0.5879 | 0.0114 | 0.2605 | 0.7722 | 0.2605 |
| 0.5939 | 2.5427 | 25900 | 0.5844 | 0.0114 | 0.2588 | 0.7740 | 0.2588 |
| 0.5829 | 2.5525 | 26000 | 0.5876 | 0.0114 | 0.2626 | 0.7735 | 0.2626 |
| 0.5621 | 2.5623 | 26100 | 0.5841 | 0.0114 | 0.2687 | 0.7763 | 0.2687 |
| 0.5391 | 2.5722 | 26200 | 0.5909 | 0.0114 | 0.2623 | 0.7727 | 0.2623 |
| 0.5704 | 2.5820 | 26300 | 0.5885 | 0.0114 | 0.2649 | 0.7733 | 0.2649 |
| 0.5919 | 2.5918 | 26400 | 0.5873 | 0.0114 | 0.2606 | 0.7731 | 0.2606 |
| 0.5664 | 2.6016 | 26500 | 0.5845 | 0.0114 | 0.2613 | 0.7746 | 0.2613 |
| 0.5252 | 2.6114 | 26600 | 0.5825 | 0.0114 | 0.2711 | 0.7774 | 0.2711 |
| 0.6104 | 2.6212 | 26700 | 0.5894 | 0.0114 | 0.2609 | 0.7715 | 0.2609 |
| 0.5532 | 2.6311 | 26800 | 0.5869 | 0.0114 | 0.2669 | 0.7741 | 0.2669 |
| 0.5565 | 2.6409 | 26900 | 0.5835 | 0.0114 | 0.2632 | 0.7743 | 0.2632 |
| 0.6224 | 2.6507 | 27000 | 0.5794 | 0.0114 | 0.2705 | 0.7751 | 0.2705 |
| 0.5508 | 2.6605 | 27100 | 0.5840 | 0.0114 | 0.2668 | 0.7763 | 0.2668 |
| 0.5613 | 2.6703 | 27200 | 0.5801 | 0.0114 | 0.2659 | 0.7753 | 0.2659 |
| 0.5614 | 2.6801 | 27300 | 0.5835 | 0.0114 | 0.2698 | 0.7760 | 0.2698 |
| 0.568 | 2.6900 | 27400 | 0.5842 | 0.0114 | 0.2707 | 0.7756 | 0.2707 |
| 0.586 | 2.6998 | 27500 | 0.5789 | 0.0114 | 0.2670 | 0.7772 | 0.2670 |
| 0.5574 | 2.7096 | 27600 | 0.5816 | 0.0114 | 0.2609 | 0.7745 | 0.2609 |
| 0.5982 | 2.7194 | 27700 | 0.5803 | 0.0114 | 0.2660 | 0.7754 | 0.2660 |
| 0.5808 | 2.7292 | 27800 | 0.5726 | 0.0114 | 0.2773 | 0.7810 | 0.2773 |
| 0.5418 | 2.7391 | 27900 | 0.5759 | 0.0114 | 0.2717 | 0.7779 | 0.2717 |
| 0.5865 | 2.7489 | 28000 | 0.5810 | 0.0114 | 0.2645 | 0.7747 | 0.2645 |
| 0.5594 | 2.7587 | 28100 | 0.5784 | 0.0114 | 0.2680 | 0.7766 | 0.2680 |
| 0.5377 | 2.7685 | 28200 | 0.5728 | 0.0114 | 0.2703 | 0.7777 | 0.2703 |
| 0.555 | 2.7783 | 28300 | 0.5736 | 0.0114 | 0.2728 | 0.7790 | 0.2728 |
| 0.5444 | 2.7881 | 28400 | 0.5746 | 0.0114 | 0.2680 | 0.7766 | 0.2680 |
| 0.529 | 2.7980 | 28500 | 0.5777 | 0.0114 | 0.2664 | 0.7758 | 0.2664 |
| 0.5367 | 2.8078 | 28600 | 0.5700 | 0.0114 | 0.2753 | 0.7787 | 0.2753 |
| 0.5294 | 2.8176 | 28700 | 0.5696 | 0.0114 | 0.2721 | 0.7797 | 0.2721 |
| 0.5899 | 2.8274 | 28800 | 0.5782 | 0.0114 | 0.2668 | 0.7757 | 0.2668 |
| 0.6061 | 2.8372 | 28900 | 0.5690 | 0.0114 | 0.2759 | 0.7803 | 0.2759 |
| 0.5312 | 2.8470 | 29000 | 0.5681 | 0.0114 | 0.2751 | 0.7800 | 0.2751 |
| 0.5338 | 2.8569 | 29100 | 0.5689 | 0.0114 | 0.2698 | 0.7793 | 0.2698 |
| 0.6106 | 2.8667 | 29200 | 0.5666 | 0.0114 | 0.2741 | 0.7808 | 0.2741 |
| 0.5457 | 2.8765 | 29300 | 0.5689 | 0.0114 | 0.2766 | 0.7810 | 0.2766 |
| 0.4867 | 2.8863 | 29400 | 0.5733 | 0.0114 | 0.2746 | 0.7786 | 0.2746 |
| 0.5492 | 2.8961 | 29500 | 0.5714 | 0.0114 | 0.2694 | 0.7795 | 0.2694 |
| 0.5466 | 2.9059 | 29600 | 0.5662 | 0.0114 | 0.2754 | 0.7814 | 0.2754 |
| 0.5696 | 2.9158 | 29700 | 0.5683 | 0.0114 | 0.2754 | 0.7807 | 0.2754 |
| 0.5268 | 2.9256 | 29800 | 0.5711 | 0.0114 | 0.2712 | 0.7782 | 0.2712 |
| 0.5684 | 2.9354 | 29900 | 0.5668 | 0.0114 | 0.2794 | 0.7811 | 0.2794 |
| 0.555 | 2.9452 | 30000 | 0.5659 | 0.0114 | 0.2790 | 0.7801 | 0.2790 |
| 0.5936 | 2.9550 | 30100 | 0.5670 | 0.0114 | 0.2752 | 0.7805 | 0.2752 |
| 0.5563 | 2.9649 | 30200 | 0.5619 | 0.0114 | 0.2779 | 0.7823 | 0.2779 |
| 0.5751 | 2.9747 | 30300 | 0.5641 | 0.0114 | 0.2766 | 0.7817 | 0.2766 |
| 0.5785 | 2.9845 | 30400 | 0.5611 | 0.0114 | 0.2801 | 0.7821 | 0.2801 |
| 0.6496 | 2.9943 | 30500 | 0.5600 | 0.0114 | 0.2776 | 0.7827 | 0.2776 |
| 0.601 | 3.0041 | 30600 | 0.5613 | 0.0114 | 0.2820 | 0.7831 | 0.2820 |
| 0.5299 | 3.0139 | 30700 | 0.5625 | 0.0114 | 0.2787 | 0.7824 | 0.2787 |
| 0.5355 | 3.0238 | 30800 | 0.5635 | 0.0114 | 0.2832 | 0.7840 | 0.2832 |
| 0.5721 | 3.0336 | 30900 | 0.5606 | 0.0114 | 0.2805 | 0.7833 | 0.2805 |
| 0.5534 | 3.0434 | 31000 | 0.5612 | 0.0114 | 0.2812 | 0.7827 | 0.2812 |
| 0.6104 | 3.0532 | 31100 | 0.5605 | 0.0114 | 0.2789 | 0.7826 | 0.2789 |
| 0.5542 | 3.0630 | 31200 | 0.5589 | 0.0114 | 0.2795 | 0.7829 | 0.2795 |
| 0.5732 | 3.0728 | 31300 | 0.5588 | 0.0114 | 0.2803 | 0.7826 | 0.2803 |
| 0.5737 | 3.0827 | 31400 | 0.5623 | 0.0114 | 0.2826 | 0.7836 | 0.2826 |
| 0.5212 | 3.0925 | 31500 | 0.5575 | 0.0114 | 0.2813 | 0.7834 | 0.2813 |
| 0.5007 | 3.1023 | 31600 | 0.5554 | 0.0114 | 0.2862 | 0.7855 | 0.2862 |
| 0.5248 | 3.1121 | 31700 | 0.5582 | 0.0114 | 0.2827 | 0.7838 | 0.2827 |
| 0.5476 | 3.1219 | 31800 | 0.5565 | 0.0114 | 0.2812 | 0.7841 | 0.2812 |
| 0.5396 | 3.1317 | 31900 | 0.5576 | 0.0114 | 0.2856 | 0.7843 | 0.2856 |
| 0.5721 | 3.1416 | 32000 | 0.5582 | 0.0114 | 0.2818 | 0.7828 | 0.2818 |
| 0.532 | 3.1514 | 32100 | 0.5603 | 0.0114 | 0.2837 | 0.7839 | 0.2837 |
| 0.5503 | 3.1612 | 32200 | 0.5580 | 0.0114 | 0.2878 | 0.7842 | 0.2878 |
| 0.5973 | 3.1710 | 32300 | 0.5544 | 0.0114 | 0.2795 | 0.7839 | 0.2795 |
| 0.5807 | 3.1808 | 32400 | 0.5579 | 0.0114 | 0.2835 | 0.7840 | 0.2835 |
| 0.5848 | 3.1907 | 32500 | 0.5487 | 0.0114 | 0.2973 | 0.7883 | 0.2973 |
| 0.5636 | 3.2005 | 32600 | 0.5579 | 0.0114 | 0.2846 | 0.7844 | 0.2846 |
| 0.5267 | 3.2103 | 32700 | 0.5528 | 0.0114 | 0.2848 | 0.7863 | 0.2848 |
| 0.5441 | 3.2201 | 32800 | 0.5545 | 0.0114 | 0.2877 | 0.7869 | 0.2877 |
| 0.53 | 3.2299 | 32900 | 0.5535 | 0.0114 | 0.2835 | 0.7847 | 0.2835 |
| 0.5305 | 3.2397 | 33000 | 0.5578 | 0.0114 | 0.2861 | 0.7840 | 0.2861 |
| 0.5271 | 3.2496 | 33100 | 0.5551 | 0.0114 | 0.2863 | 0.7860 | 0.2863 |
| 0.5534 | 3.2594 | 33200 | 0.5503 | 0.0114 | 0.2877 | 0.7871 | 0.2877 |
| 0.5227 | 3.2692 | 33300 | 0.5511 | 0.0114 | 0.2907 | 0.7865 | 0.2907 |
| 0.5331 | 3.2790 | 33400 | 0.5505 | 0.0114 | 0.2892 | 0.7869 | 0.2892 |
| 0.5083 | 3.2888 | 33500 | 0.5597 | 0.0114 | 0.2791 | 0.7831 | 0.2791 |
| 0.5999 | 3.2986 | 33600 | 0.5551 | 0.0114 | 0.2874 | 0.7853 | 0.2874 |
| 0.5312 | 3.3085 | 33700 | 0.5482 | 0.0114 | 0.2903 | 0.7888 | 0.2903 |
| 0.574 | 3.3183 | 33800 | 0.5483 | 0.0114 | 0.2915 | 0.7877 | 0.2915 |
| 0.5305 | 3.3281 | 33900 | 0.5505 | 0.0114 | 0.2835 | 0.7866 | 0.2835 |
| 0.5607 | 3.3379 | 34000 | 0.5546 | 0.0114 | 0.2885 | 0.7862 | 0.2885 |
| 0.5563 | 3.3477 | 34100 | 0.5511 | 0.0114 | 0.2896 | 0.7868 | 0.2896 |
| 0.5254 | 3.3575 | 34200 | 0.5467 | 0.0114 | 0.2910 | 0.7888 | 0.2910 |
| 0.5276 | 3.3674 | 34300 | 0.5528 | 0.0114 | 0.2935 | 0.7862 | 0.2935 |
| 0.5226 | 3.3772 | 34400 | 0.5510 | 0.0114 | 0.2913 | 0.7883 | 0.2913 |
| 0.5262 | 3.3870 | 34500 | 0.5493 | 0.0114 | 0.2883 | 0.7883 | 0.2883 |
| 0.4996 | 3.3968 | 34600 | 0.5485 | 0.0114 | 0.2932 | 0.7884 | 0.2932 |
| 0.4785 | 3.4066 | 34700 | 0.5502 | 0.0114 | 0.2895 | 0.7872 | 0.2895 |
| 0.5393 | 3.4165 | 34800 | 0.5520 | 0.0114 | 0.2887 | 0.7860 | 0.2887 |
| 0.5797 | 3.4263 | 34900 | 0.5531 | 0.0114 | 0.2847 | 0.7875 | 0.2847 |
| 0.5539 | 3.4361 | 35000 | 0.5470 | 0.0114 | 0.2904 | 0.7881 | 0.2904 |
| 0.5062 | 3.4459 | 35100 | 0.5540 | 0.0114 | 0.2871 | 0.7848 | 0.2871 |
| 0.5459 | 3.4557 | 35200 | 0.5422 | 0.0114 | 0.2930 | 0.7897 | 0.2930 |
| 0.4761 | 3.4655 | 35300 | 0.5507 | 0.0114 | 0.2958 | 0.7889 | 0.2958 |
| 0.5136 | 3.4754 | 35400 | 0.5476 | 0.0114 | 0.2969 | 0.7895 | 0.2969 |
| 0.5246 | 3.4852 | 35500 | 0.5469 | 0.0114 | 0.2890 | 0.7869 | 0.2890 |
| 0.5077 | 3.4950 | 35600 | 0.5455 | 0.0114 | 0.2928 | 0.7887 | 0.2928 |
| 0.5344 | 3.5048 | 35700 | 0.5425 | 0.0114 | 0.2953 | 0.7898 | 0.2953 |
| 0.5331 | 3.5146 | 35800 | 0.5431 | 0.0114 | 0.2899 | 0.7896 | 0.2899 |
| 0.5626 | 3.5244 | 35900 | 0.5453 | 0.0114 | 0.2914 | 0.7902 | 0.2914 |
| 0.5086 | 3.5343 | 36000 | 0.5446 | 0.0114 | 0.2980 | 0.7899 | 0.2980 |
| 0.5058 | 3.5441 | 36100 | 0.5473 | 0.0114 | 0.2961 | 0.7886 | 0.2961 |
| 0.5547 | 3.5539 | 36200 | 0.5493 | 0.0114 | 0.2892 | 0.7865 | 0.2892 |
| 0.506 | 3.5637 | 36300 | 0.5459 | 0.0114 | 0.2957 | 0.7896 | 0.2957 |
| 0.5312 | 3.5735 | 36400 | 0.5417 | 0.0114 | 0.3039 | 0.7908 | 0.3039 |
| 0.5575 | 3.5833 | 36500 | 0.5489 | 0.0114 | 0.2890 | 0.7880 | 0.2890 |
| 0.548 | 3.5932 | 36600 | 0.5432 | 0.0114 | 0.2928 | 0.7887 | 0.2928 |
| 0.5213 | 3.6030 | 36700 | 0.5473 | 0.0114 | 0.2981 | 0.7910 | 0.2981 |
| 0.5988 | 3.6128 | 36800 | 0.5457 | 0.0114 | 0.2961 | 0.7902 | 0.2961 |
| 0.4783 | 3.6226 | 36900 | 0.5454 | 0.0114 | 0.2948 | 0.7890 | 0.2948 |
| 0.4812 | 3.6324 | 37000 | 0.5452 | 0.0114 | 0.2946 | 0.7886 | 0.2946 |
| 0.5153 | 3.6423 | 37100 | 0.5394 | 0.0114 | 0.2988 | 0.7920 | 0.2988 |
| 0.5137 | 3.6521 | 37200 | 0.5416 | 0.0114 | 0.2962 | 0.7893 | 0.2962 |
| 0.5549 | 3.6619 | 37300 | 0.5406 | 0.0114 | 0.2969 | 0.7907 | 0.2969 |
| 0.537 | 3.6717 | 37400 | 0.5387 | 0.0114 | 0.2921 | 0.7906 | 0.2921 |
| 0.5554 | 3.6815 | 37500 | 0.5377 | 0.0114 | 0.2977 | 0.7903 | 0.2977 |
| 0.5427 | 3.6913 | 37600 | 0.5408 | 0.0114 | 0.2987 | 0.7904 | 0.2987 |
| 0.5053 | 3.7012 | 37700 | 0.5405 | 0.0114 | 0.2957 | 0.7915 | 0.2957 |
| 0.57 | 3.7110 | 37800 | 0.5445 | 0.0114 | 0.2892 | 0.7886 | 0.2892 |
| 0.5312 | 3.7208 | 37900 | 0.5386 | 0.0114 | 0.2942 | 0.7897 | 0.2942 |
| 0.4924 | 3.7306 | 38000 | 0.5397 | 0.0114 | 0.2963 | 0.7909 | 0.2963 |
| 0.5166 | 3.7404 | 38100 | 0.5396 | 0.0114 | 0.2998 | 0.7920 | 0.2998 |
| 0.5519 | 3.7502 | 38200 | 0.5413 | 0.0114 | 0.2953 | 0.7898 | 0.2953 |
| 0.5222 | 3.7601 | 38300 | 0.5343 | 0.0114 | 0.3049 | 0.7943 | 0.3049 |
| 0.5812 | 3.7699 | 38400 | 0.5389 | 0.0114 | 0.3007 | 0.7920 | 0.3007 |
| 0.5302 | 3.7797 | 38500 | 0.5357 | 0.0114 | 0.3006 | 0.7930 | 0.3006 |
| 0.5721 | 3.7895 | 38600 | 0.5402 | 0.0114 | 0.2907 | 0.7897 | 0.2907 |
| 0.4634 | 3.7993 | 38700 | 0.5415 | 0.0114 | 0.2874 | 0.7891 | 0.2874 |
| 0.5461 | 3.8091 | 38800 | 0.5386 | 0.0114 | 0.2957 | 0.7906 | 0.2957 |
| 0.5172 | 3.8190 | 38900 | 0.5349 | 0.0114 | 0.3019 | 0.7923 | 0.3019 |
| 0.5513 | 3.8288 | 39000 | 0.5392 | 0.0114 | 0.2977 | 0.7911 | 0.2977 |
| 0.5577 | 3.8386 | 39100 | 0.5292 | 0.0114 | 0.3086 | 0.7955 | 0.3086 |
| 0.5819 | 3.8484 | 39200 | 0.5375 | 0.0114 | 0.2975 | 0.7919 | 0.2975 |
| 0.5091 | 3.8582 | 39300 | 0.5349 | 0.0114 | 0.2990 | 0.7924 | 0.2990 |
| 0.5308 | 3.8681 | 39400 | 0.5362 | 0.0114 | 0.2992 | 0.7913 | 0.2992 |
| 0.5017 | 3.8779 | 39500 | 0.5337 | 0.0114 | 0.2988 | 0.7934 | 0.2988 |
| 0.529 | 3.8877 | 39600 | 0.5330 | 0.0114 | 0.3041 | 0.7935 | 0.3041 |
| 0.4968 | 3.8975 | 39700 | 0.5335 | 0.0114 | 0.3044 | 0.7935 | 0.3044 |
| 0.5154 | 3.9073 | 39800 | 0.5322 | 0.0114 | 0.2993 | 0.7935 | 0.2993 |
| 0.5469 | 3.9171 | 39900 | 0.5367 | 0.0114 | 0.2979 | 0.7908 | 0.2979 |
| 0.5843 | 3.9270 | 40000 | 0.5365 | 0.0114 | 0.3026 | 0.7918 | 0.3026 |
| 0.5278 | 3.9368 | 40100 | 0.5364 | 0.0114 | 0.3014 | 0.7912 | 0.3014 |
| 0.5166 | 3.9466 | 40200 | 0.5351 | 0.0114 | 0.3014 | 0.7926 | 0.3014 |
| 0.509 | 3.9564 | 40300 | 0.5336 | 0.0114 | 0.2995 | 0.7929 | 0.2995 |
| 0.5452 | 3.9662 | 40400 | 0.5297 | 0.0114 | 0.3066 | 0.7938 | 0.3066 |
| 0.5226 | 3.9760 | 40500 | 0.5331 | 0.0114 | 0.3014 | 0.7924 | 0.3014 |
| 0.5155 | 3.9859 | 40600 | 0.5266 | 0.0114 | 0.3102 | 0.7963 | 0.3102 |
| 0.6055 | 3.9957 | 40700 | 0.5317 | 0.0114 | 0.3007 | 0.7929 | 0.3007 |
| 0.5196 | 4.0055 | 40800 | 0.5337 | 0.0114 | 0.3012 | 0.7927 | 0.3012 |
| 0.4655 | 4.0153 | 40900 | 0.5303 | 0.0114 | 0.3060 | 0.7936 | 0.3060 |
| 0.533 | 4.0251 | 41000 | 0.5295 | 0.0114 | 0.3070 | 0.7953 | 0.3070 |
| 0.5677 | 4.0349 | 41100 | 0.5275 | 0.0114 | 0.3100 | 0.7961 | 0.3100 |
| 0.4397 | 4.0448 | 41200 | 0.5311 | 0.0114 | 0.3061 | 0.7954 | 0.3061 |
| 0.4721 | 4.0546 | 41300 | 0.5290 | 0.0114 | 0.3088 | 0.7961 | 0.3088 |
| 0.5237 | 4.0644 | 41400 | 0.5332 | 0.0114 | 0.3010 | 0.7935 | 0.3010 |
| 0.4958 | 4.0742 | 41500 | 0.5286 | 0.0114 | 0.3126 | 0.7971 | 0.3126 |
| 0.4872 | 4.0840 | 41600 | 0.5284 | 0.0114 | 0.3103 | 0.7960 | 0.3103 |
| 0.5531 | 4.0939 | 41700 | 0.5267 | 0.0114 | 0.3058 | 0.7952 | 0.3058 |
| 0.4821 | 4.1037 | 41800 | 0.5273 | 0.0114 | 0.3061 | 0.7952 | 0.3061 |
| 0.511 | 4.1135 | 41900 | 0.5256 | 0.0114 | 0.3086 | 0.7968 | 0.3086 |
| 0.4812 | 4.1233 | 42000 | 0.5290 | 0.0114 | 0.3044 | 0.7956 | 0.3044 |
| 0.4628 | 4.1331 | 42100 | 0.5274 | 0.0114 | 0.3026 | 0.7953 | 0.3026 |
| 0.4446 | 4.1429 | 42200 | 0.5258 | 0.0114 | 0.3082 | 0.7961 | 0.3082 |
| 0.5775 | 4.1528 | 42300 | 0.5281 | 0.0114 | 0.3109 | 0.7947 | 0.3109 |
| 0.5493 | 4.1626 | 42400 | 0.5299 | 0.0114 | 0.3068 | 0.7946 | 0.3068 |
| 0.5246 | 4.1724 | 42500 | 0.5292 | 0.0114 | 0.3068 | 0.7954 | 0.3068 |
| 0.5368 | 4.1822 | 42600 | 0.5288 | 0.0114 | 0.3081 | 0.7956 | 0.3081 |
| 0.53 | 4.1920 | 42700 | 0.5244 | 0.0114 | 0.3098 | 0.7965 | 0.3098 |
| 0.5436 | 4.2018 | 42800 | 0.5286 | 0.0114 | 0.3006 | 0.7950 | 0.3006 |
| 0.4751 | 4.2117 | 42900 | 0.5246 | 0.0114 | 0.3068 | 0.7959 | 0.3068 |
| 0.5353 | 4.2215 | 43000 | 0.5347 | 0.0114 | 0.3052 | 0.7944 | 0.3052 |
| 0.518 | 4.2313 | 43100 | 0.5251 | 0.0114 | 0.3090 | 0.7964 | 0.3090 |
| 0.524 | 4.2411 | 43200 | 0.5275 | 0.0114 | 0.3111 | 0.7955 | 0.3111 |
| 0.5031 | 4.2509 | 43300 | 0.5274 | 0.0114 | 0.3097 | 0.7972 | 0.3097 |
| 0.4761 | 4.2608 | 43400 | 0.5277 | 0.0114 | 0.3127 | 0.7968 | 0.3127 |
| 0.5314 | 4.2706 | 43500 | 0.5236 | 0.0114 | 0.3121 | 0.7967 | 0.3121 |
| 0.4731 | 4.2804 | 43600 | 0.5273 | 0.0114 | 0.3008 | 0.7943 | 0.3008 |
| 0.4933 | 4.2902 | 43700 | 0.5227 | 0.0114 | 0.3115 | 0.7968 | 0.3115 |
| 0.5672 | 4.3000 | 43800 | 0.5254 | 0.0114 | 0.3101 | 0.7964 | 0.3101 |
| 0.5735 | 4.3098 | 43900 | 0.5262 | 0.0114 | 0.3111 | 0.7964 | 0.3111 |
| 0.4737 | 4.3197 | 44000 | 0.5238 | 0.0114 | 0.3062 | 0.7971 | 0.3062 |
| 0.4907 | 4.3295 | 44100 | 0.5258 | 0.0114 | 0.3111 | 0.7965 | 0.3111 |
| 0.4396 | 4.3393 | 44200 | 0.5216 | 0.0114 | 0.3104 | 0.7971 | 0.3104 |
| 0.5132 | 4.3491 | 44300 | 0.5231 | 0.0114 | 0.3142 | 0.7970 | 0.3142 |
| 0.4948 | 4.3589 | 44400 | 0.5233 | 0.0114 | 0.3088 | 0.7968 | 0.3088 |
| 0.5019 | 4.3687 | 44500 | 0.5259 | 0.0114 | 0.3106 | 0.7951 | 0.3106 |
| 0.531 | 4.3786 | 44600 | 0.5252 | 0.0114 | 0.3064 | 0.7953 | 0.3064 |
| 0.5266 | 4.3884 | 44700 | 0.5248 | 0.0114 | 0.3092 | 0.7964 | 0.3092 |
| 0.5371 | 4.3982 | 44800 | 0.5219 | 0.0114 | 0.3104 | 0.7978 | 0.3104 |
| 0.5188 | 4.4080 | 44900 | 0.5220 | 0.0114 | 0.3175 | 0.7985 | 0.3175 |
| 0.4613 | 4.4178 | 45000 | 0.5239 | 0.0114 | 0.3088 | 0.7965 | 0.3088 |
| 0.554 | 4.4276 | 45100 | 0.5256 | 0.0114 | 0.3072 | 0.7961 | 0.3072 |
| 0.5087 | 4.4375 | 45200 | 0.5229 | 0.0114 | 0.3075 | 0.7957 | 0.3075 |
| 0.507 | 4.4473 | 45300 | 0.5260 | 0.0114 | 0.3094 | 0.7952 | 0.3094 |
| 0.5127 | 4.4571 | 45400 | 0.5269 | 0.0114 | 0.3138 | 0.7965 | 0.3138 |
| 0.4941 | 4.4669 | 45500 | 0.5258 | 0.0114 | 0.3048 | 0.7956 | 0.3048 |
| 0.4893 | 4.4767 | 45600 | 0.5180 | 0.0114 | 0.3136 | 0.7986 | 0.3136 |
| 0.5439 | 4.4866 | 45700 | 0.5198 | 0.0114 | 0.3125 | 0.7981 | 0.3125 |
| 0.5084 | 4.4964 | 45800 | 0.5245 | 0.0114 | 0.3115 | 0.7970 | 0.3115 |
| 0.5593 | 4.5062 | 45900 | 0.5271 | 0.0114 | 0.3096 | 0.7955 | 0.3096 |
| 0.525 | 4.5160 | 46000 | 0.5218 | 0.0114 | 0.3129 | 0.7995 | 0.3129 |
| 0.5432 | 4.5258 | 46100 | 0.5214 | 0.0114 | 0.3083 | 0.7970 | 0.3083 |
| 0.5045 | 4.5356 | 46200 | 0.5184 | 0.0114 | 0.3164 | 0.7989 | 0.3164 |
| 0.4689 | 4.5455 | 46300 | 0.5245 | 0.0114 | 0.3147 | 0.7965 | 0.3147 |
| 0.5374 | 4.5553 | 46400 | 0.5229 | 0.0114 | 0.3128 | 0.7968 | 0.3128 |
| 0.5007 | 4.5651 | 46500 | 0.5211 | 0.0114 | 0.3109 | 0.7975 | 0.3109 |
| 0.4967 | 4.5749 | 46600 | 0.5269 | 0.0114 | 0.3072 | 0.7967 | 0.3072 |
| 0.4683 | 4.5847 | 46700 | 0.5194 | 0.0114 | 0.3148 | 0.7980 | 0.3148 |
| 0.496 | 4.5945 | 46800 | 0.5187 | 0.0114 | 0.3175 | 0.7993 | 0.3175 |
| 0.5035 | 4.6044 | 46900 | 0.5209 | 0.0114 | 0.3095 | 0.7970 | 0.3095 |
| 0.5485 | 4.6142 | 47000 | 0.5166 | 0.0114 | 0.3189 | 0.8001 | 0.3189 |
| 0.4886 | 4.6240 | 47100 | 0.5196 | 0.0114 | 0.3182 | 0.7988 | 0.3182 |
| 0.4592 | 4.6338 | 47200 | 0.5211 | 0.0114 | 0.3177 | 0.7984 | 0.3177 |
| 0.5264 | 4.6436 | 47300 | 0.5187 | 0.0114 | 0.3192 | 0.8003 | 0.3192 |
| 0.4908 | 4.6534 | 47400 | 0.5171 | 0.0114 | 0.3203 | 0.8002 | 0.3203 |
| 0.4877 | 4.6633 | 47500 | 0.5206 | 0.0114 | 0.3160 | 0.7993 | 0.3160 |
| 0.5719 | 4.6731 | 47600 | 0.5221 | 0.0114 | 0.3097 | 0.7985 | 0.3097 |
| 0.4575 | 4.6829 | 47700 | 0.5186 | 0.0114 | 0.3216 | 0.8001 | 0.3216 |
| 0.4486 | 4.6927 | 47800 | 0.5166 | 0.0114 | 0.3158 | 0.7997 | 0.3158 |
| 0.4501 | 4.7025 | 47900 | 0.5162 | 0.0114 | 0.3216 | 0.7999 | 0.3216 |
| 0.5205 | 4.7124 | 48000 | 0.5138 | 0.0114 | 0.3231 | 0.8007 | 0.3231 |
| 0.4591 | 4.7222 | 48100 | 0.5171 | 0.0114 | 0.3164 | 0.8001 | 0.3164 |
| 0.5546 | 4.7320 | 48200 | 0.5200 | 0.0114 | 0.3205 | 0.7985 | 0.3205 |
| 0.5171 | 4.7418 | 48300 | 0.5162 | 0.0114 | 0.3123 | 0.7985 | 0.3123 |
| 0.4807 | 4.7516 | 48400 | 0.5174 | 0.0114 | 0.3131 | 0.7990 | 0.3131 |
| 0.5207 | 4.7614 | 48500 | 0.5127 | 0.0114 | 0.3198 | 0.8012 | 0.3198 |
| 0.4674 | 4.7713 | 48600 | 0.5192 | 0.0114 | 0.3133 | 0.7977 | 0.3133 |
| 0.4938 | 4.7811 | 48700 | 0.5159 | 0.0114 | 0.3152 | 0.7985 | 0.3152 |
| 0.4962 | 4.7909 | 48800 | 0.5156 | 0.0114 | 0.3187 | 0.8001 | 0.3187 |
| 0.4762 | 4.8007 | 48900 | 0.5199 | 0.0114 | 0.3180 | 0.7993 | 0.3180 |
| 0.4925 | 4.8105 | 49000 | 0.5162 | 0.0114 | 0.3182 | 0.8002 | 0.3182 |
| 0.4809 | 4.8203 | 49100 | 0.5173 | 0.0114 | 0.3155 | 0.7987 | 0.3155 |
| 0.4686 | 4.8302 | 49200 | 0.5157 | 0.0114 | 0.3132 | 0.7983 | 0.3132 |
| 0.538 | 4.8400 | 49300 | 0.5130 | 0.0114 | 0.3177 | 0.8014 | 0.3177 |
| 0.4613 | 4.8498 | 49400 | 0.5136 | 0.0114 | 0.3215 | 0.8013 | 0.3215 |
| 0.4849 | 4.8596 | 49500 | 0.5152 | 0.0114 | 0.3166 | 0.7996 | 0.3166 |
| 0.4662 | 4.8694 | 49600 | 0.5198 | 0.0114 | 0.3197 | 0.7997 | 0.3197 |
| 0.5334 | 4.8792 | 49700 | 0.5117 | 0.0114 | 0.3161 | 0.8016 | 0.3161 |
| 0.5329 | 4.8891 | 49800 | 0.5160 | 0.0114 | 0.3180 | 0.7992 | 0.3180 |
| 0.5025 | 4.8989 | 49900 | 0.5131 | 0.0114 | 0.3222 | 0.8009 | 0.3222 |
| 0.5424 | 4.9087 | 50000 | 0.5188 | 0.0114 | 0.3189 | 0.7993 | 0.3189 |
| 0.4826 | 4.9185 | 50100 | 0.5079 | 0.0114 | 0.3187 | 0.8020 | 0.3187 |
| 0.5103 | 4.9283 | 50200 | 0.5134 | 0.0114 | 0.3208 | 0.8005 | 0.3208 |
| 0.5165 | 4.9382 | 50300 | 0.5113 | 0.0114 | 0.3199 | 0.8021 | 0.3199 |
| 0.5702 | 4.9480 | 50400 | 0.5159 | 0.0114 | 0.3138 | 0.7993 | 0.3138 |
| 0.485 | 4.9578 | 50500 | 0.5149 | 0.0114 | 0.3182 | 0.7997 | 0.3182 |
| 0.4847 | 4.9676 | 50600 | 0.5107 | 0.0114 | 0.3227 | 0.8013 | 0.3227 |
| 0.4557 | 4.9774 | 50700 | 0.5099 | 0.0114 | 0.3269 | 0.8025 | 0.3269 |
| 0.4796 | 4.9872 | 50800 | 0.5164 | 0.0114 | 0.3190 | 0.8010 | 0.3190 |
| 0.4676 | 4.9971 | 50900 | 0.5128 | 0.0114 | 0.3241 | 0.8032 | 0.3241 |
| 0.4559 | 5.0069 | 51000 | 0.5137 | 0.0114 | 0.3184 | 0.8008 | 0.3184 |
| 0.4775 | 5.0167 | 51100 | 0.5171 | 0.0114 | 0.3155 | 0.8005 | 0.3155 |
| 0.4741 | 5.0265 | 51200 | 0.5126 | 0.0114 | 0.3258 | 0.8028 | 0.3258 |
| 0.5477 | 5.0363 | 51300 | 0.5132 | 0.0114 | 0.3218 | 0.8008 | 0.3218 |
| 0.5118 | 5.0461 | 51400 | 0.5133 | 0.0114 | 0.3202 | 0.8013 | 0.3202 |
| 0.484 | 5.0560 | 51500 | 0.5150 | 0.0114 | 0.3200 | 0.8002 | 0.3200 |
| 0.5126 | 5.0658 | 51600 | 0.5145 | 0.0114 | 0.3178 | 0.7994 | 0.3178 |
| 0.4528 | 5.0756 | 51700 | 0.5073 | 0.0114 | 0.3246 | 0.8034 | 0.3246 |
| 0.4851 | 5.0854 | 51800 | 0.5073 | 0.0114 | 0.3216 | 0.8024 | 0.3216 |
| 0.4787 | 5.0952 | 51900 | 0.5181 | 0.0114 | 0.3147 | 0.7995 | 0.3147 |
| 0.4725 | 5.1050 | 52000 | 0.5075 | 0.0114 | 0.3205 | 0.8023 | 0.3205 |
| 0.5489 | 5.1149 | 52100 | 0.5094 | 0.0114 | 0.3236 | 0.8031 | 0.3236 |
| 0.4928 | 5.1247 | 52200 | 0.5091 | 0.0114 | 0.3204 | 0.8021 | 0.3204 |
| 0.4921 | 5.1345 | 52300 | 0.5098 | 0.0114 | 0.3201 | 0.8025 | 0.3201 |
| 0.5602 | 5.1443 | 52400 | 0.5131 | 0.0114 | 0.3192 | 0.8003 | 0.3192 |
| 0.4811 | 5.1541 | 52500 | 0.5130 | 0.0114 | 0.3214 | 0.8016 | 0.3214 |
| 0.4424 | 5.1640 | 52600 | 0.5099 | 0.0114 | 0.3262 | 0.8033 | 0.3262 |
| 0.5114 | 5.1738 | 52700 | 0.5101 | 0.0114 | 0.3254 | 0.8031 | 0.3254 |
| 0.5202 | 5.1836 | 52800 | 0.5122 | 0.0114 | 0.3220 | 0.8013 | 0.3220 |
| 0.4876 | 5.1934 | 52900 | 0.5080 | 0.0114 | 0.3212 | 0.8026 | 0.3212 |
| 0.4742 | 5.2032 | 53000 | 0.5096 | 0.0114 | 0.3273 | 0.8037 | 0.3273 |
| 0.527 | 5.2130 | 53100 | 0.5068 | 0.0114 | 0.3220 | 0.8031 | 0.3220 |
| 0.5232 | 5.2229 | 53200 | 0.5148 | 0.0114 | 0.3250 | 0.8004 | 0.3250 |
| 0.4979 | 5.2327 | 53300 | 0.5103 | 0.0114 | 0.3203 | 0.8012 | 0.3203 |
| 0.5004 | 5.2425 | 53400 | 0.5105 | 0.0114 | 0.3280 | 0.8029 | 0.3280 |
| 0.4938 | 5.2523 | 53500 | 0.5060 | 0.0114 | 0.3238 | 0.8032 | 0.3238 |
| 0.51 | 5.2621 | 53600 | 0.5054 | 0.0114 | 0.3340 | 0.8041 | 0.3340 |
| 0.4809 | 5.2719 | 53700 | 0.5078 | 0.0114 | 0.3274 | 0.8021 | 0.3274 |
| 0.5342 | 5.2818 | 53800 | 0.5056 | 0.0114 | 0.3297 | 0.8038 | 0.3297 |
| 0.4748 | 5.2916 | 53900 | 0.5117 | 0.0114 | 0.3274 | 0.8028 | 0.3274 |
| 0.4241 | 5.3014 | 54000 | 0.5048 | 0.0114 | 0.3311 | 0.8046 | 0.3311 |
| 0.4613 | 5.3112 | 54100 | 0.5101 | 0.0114 | 0.3218 | 0.8015 | 0.3218 |
| 0.5305 | 5.3210 | 54200 | 0.5105 | 0.0114 | 0.3250 | 0.8024 | 0.3250 |
| 0.4488 | 5.3308 | 54300 | 0.5118 | 0.0114 | 0.3165 | 0.8020 | 0.3165 |
| 0.5178 | 5.3407 | 54400 | 0.5087 | 0.0114 | 0.3184 | 0.8015 | 0.3184 |
| 0.5068 | 5.3505 | 54500 | 0.5057 | 0.0114 | 0.3210 | 0.8023 | 0.3210 |
| 0.4444 | 5.3603 | 54600 | 0.5086 | 0.0114 | 0.3261 | 0.8019 | 0.3261 |
| 0.4693 | 5.3701 | 54700 | 0.5079 | 0.0114 | 0.3258 | 0.8027 | 0.3258 |
| 0.5096 | 5.3799 | 54800 | 0.5091 | 0.0114 | 0.3229 | 0.8021 | 0.3229 |
| 0.4775 | 5.3898 | 54900 | 0.5047 | 0.0114 | 0.3290 | 0.8036 | 0.3290 |
| 0.4519 | 5.3996 | 55000 | 0.5028 | 0.0114 | 0.3260 | 0.8036 | 0.3260 |
| 0.5002 | 5.4094 | 55100 | 0.5106 | 0.0114 | 0.3223 | 0.8015 | 0.3223 |
| 0.4456 | 5.4192 | 55200 | 0.5125 | 0.0114 | 0.3240 | 0.8014 | 0.3240 |
| 0.4845 | 5.4290 | 55300 | 0.5166 | 0.0114 | 0.3238 | 0.8012 | 0.3238 |
| 0.5164 | 5.4388 | 55400 | 0.5050 | 0.0114 | 0.3300 | 0.8039 | 0.3300 |
| 0.5039 | 5.4487 | 55500 | 0.5033 | 0.0114 | 0.3287 | 0.8055 | 0.3287 |
| 0.5037 | 5.4585 | 55600 | 0.5119 | 0.0114 | 0.3256 | 0.8016 | 0.3256 |
| 0.5299 | 5.4683 | 55700 | 0.5065 | 0.0114 | 0.3285 | 0.8028 | 0.3285 |
| 0.4699 | 5.4781 | 55800 | 0.5103 | 0.0114 | 0.3266 | 0.8027 | 0.3266 |
| 0.4579 | 5.4879 | 55900 | 0.5021 | 0.0114 | 0.3265 | 0.8047 | 0.3265 |
| 0.4827 | 5.4977 | 56000 | 0.5094 | 0.0114 | 0.3231 | 0.8020 | 0.3231 |
| 0.4784 | 5.5076 | 56100 | 0.5067 | 0.0114 | 0.3318 | 0.8048 | 0.3318 |
| 0.4629 | 5.5174 | 56200 | 0.5086 | 0.0114 | 0.3224 | 0.8029 | 0.3224 |
| 0.5054 | 5.5272 | 56300 | 0.5040 | 0.0114 | 0.3325 | 0.8043 | 0.3325 |
| 0.4888 | 5.5370 | 56400 | 0.5018 | 0.0114 | 0.3299 | 0.8056 | 0.3299 |
| 0.4875 | 5.5468 | 56500 | 0.5047 | 0.0114 | 0.3249 | 0.8037 | 0.3249 |
| 0.5158 | 5.5566 | 56600 | 0.5062 | 0.0114 | 0.3247 | 0.8030 | 0.3247 |
| 0.5104 | 5.5665 | 56700 | 0.5055 | 0.0114 | 0.3271 | 0.8034 | 0.3271 |
| 0.5204 | 5.5763 | 56800 | 0.5071 | 0.0114 | 0.3274 | 0.8038 | 0.3274 |
| 0.4881 | 5.5861 | 56900 | 0.5040 | 0.0114 | 0.3326 | 0.8044 | 0.3326 |
| 0.438 | 5.5959 | 57000 | 0.5032 | 0.0114 | 0.3298 | 0.8045 | 0.3298 |
| 0.4598 | 5.6057 | 57100 | 0.5003 | 0.0114 | 0.3306 | 0.8060 | 0.3306 |
| 0.4847 | 5.6156 | 57200 | 0.5054 | 0.0114 | 0.3287 | 0.8039 | 0.3287 |
| 0.5361 | 5.6254 | 57300 | 0.5011 | 0.0114 | 0.3265 | 0.8039 | 0.3265 |
| 0.5197 | 5.6352 | 57400 | 0.5059 | 0.0114 | 0.3284 | 0.8044 | 0.3284 |
| 0.4834 | 5.6450 | 57500 | 0.5059 | 0.0114 | 0.3369 | 0.8060 | 0.3369 |
| 0.4451 | 5.6548 | 57600 | 0.5037 | 0.0114 | 0.3277 | 0.8052 | 0.3277 |
| 0.5085 | 5.6646 | 57700 | 0.4980 | 0.0114 | 0.3309 | 0.8060 | 0.3309 |
| 0.4945 | 5.6745 | 57800 | 0.5078 | 0.0114 | 0.3298 | 0.8038 | 0.3298 |
| 0.5093 | 5.6843 | 57900 | 0.5017 | 0.0114 | 0.3291 | 0.8054 | 0.3291 |
| 0.4209 | 5.6941 | 58000 | 0.5000 | 0.0114 | 0.3384 | 0.8072 | 0.3384 |
| 0.4598 | 5.7039 | 58100 | 0.5030 | 0.0114 | 0.3278 | 0.8038 | 0.3278 |
| 0.5094 | 5.7137 | 58200 | 0.5018 | 0.0114 | 0.3329 | 0.8062 | 0.3329 |
| 0.4845 | 5.7235 | 58300 | 0.5033 | 0.0114 | 0.3338 | 0.8054 | 0.3338 |
| 0.503 | 5.7334 | 58400 | 0.5012 | 0.0114 | 0.3332 | 0.8060 | 0.3332 |
| 0.4729 | 5.7432 | 58500 | 0.4971 | 0.0114 | 0.3291 | 0.8054 | 0.3291 |
| 0.5087 | 5.7530 | 58600 | 0.4992 | 0.0114 | 0.3308 | 0.8064 | 0.3308 |
| 0.4833 | 5.7628 | 58700 | 0.4980 | 0.0114 | 0.3346 | 0.8071 | 0.3346 |
| 0.4995 | 5.7726 | 58800 | 0.5007 | 0.0114 | 0.3285 | 0.8062 | 0.3285 |
| 0.4666 | 5.7824 | 58900 | 0.5044 | 0.0114 | 0.3287 | 0.8049 | 0.3287 |
| 0.4991 | 5.7923 | 59000 | 0.4968 | 0.0114 | 0.3369 | 0.8072 | 0.3369 |
| 0.4785 | 5.8021 | 59100 | 0.5013 | 0.0114 | 0.3355 | 0.8073 | 0.3355 |
| 0.4933 | 5.8119 | 59200 | 0.4991 | 0.0114 | 0.3365 | 0.8068 | 0.3365 |
| 0.4904 | 5.8217 | 59300 | 0.5008 | 0.0114 | 0.3358 | 0.8065 | 0.3358 |
| 0.4315 | 5.8315 | 59400 | 0.4996 | 0.0114 | 0.3320 | 0.8070 | 0.3320 |
| 0.5043 | 5.8414 | 59500 | 0.4990 | 0.0114 | 0.3388 | 0.8068 | 0.3388 |
| 0.4858 | 5.8512 | 59600 | 0.5047 | 0.0114 | 0.3297 | 0.8053 | 0.3297 |
| 0.5053 | 5.8610 | 59700 | 0.5035 | 0.0114 | 0.3319 | 0.8058 | 0.3319 |
| 0.4807 | 5.8708 | 59800 | 0.4989 | 0.0114 | 0.3336 | 0.8063 | 0.3336 |
| 0.4945 | 5.8806 | 59900 | 0.5036 | 0.0114 | 0.3298 | 0.8047 | 0.3298 |
| 0.4871 | 5.8904 | 60000 | 0.5002 | 0.0114 | 0.3317 | 0.8058 | 0.3317 |
| 0.4888 | 5.9003 | 60100 | 0.5023 | 0.0114 | 0.3292 | 0.8056 | 0.3292 |
| 0.5153 | 5.9101 | 60200 | 0.5013 | 0.0114 | 0.3312 | 0.8050 | 0.3312 |
| 0.4646 | 5.9199 | 60300 | 0.5001 | 0.0114 | 0.3360 | 0.8070 | 0.3360 |
| 0.4557 | 5.9297 | 60400 | 0.5044 | 0.0114 | 0.3348 | 0.8065 | 0.3348 |
| 0.4566 | 5.9395 | 60500 | 0.4975 | 0.0114 | 0.3352 | 0.8071 | 0.3352 |
| 0.4311 | 5.9493 | 60600 | 0.4987 | 0.0114 | 0.3325 | 0.8062 | 0.3325 |
| 0.4998 | 5.9592 | 60700 | 0.5029 | 0.0114 | 0.3325 | 0.8064 | 0.3325 |
| 0.4858 | 5.9690 | 60800 | 0.5080 | 0.0114 | 0.3268 | 0.8041 | 0.3268 |
| 0.5302 | 5.9788 | 60900 | 0.5026 | 0.0114 | 0.3287 | 0.8052 | 0.3287 |
| 0.4524 | 5.9886 | 61000 | 0.5000 | 0.0114 | 0.3320 | 0.8068 | 0.3320 |
| 0.4947 | 5.9984 | 61100 | 0.4998 | 0.0114 | 0.3376 | 0.8065 | 0.3376 |
| 0.4321 | 6.0082 | 61200 | 0.4962 | 0.0114 | 0.3414 | 0.8084 | 0.3414 |
| 0.3835 | 6.0181 | 61300 | 0.5031 | 0.0114 | 0.3338 | 0.8052 | 0.3338 |
| 0.4411 | 6.0279 | 61400 | 0.5014 | 0.0114 | 0.3333 | 0.8062 | 0.3333 |
| 0.4292 | 6.0377 | 61500 | 0.4989 | 0.0114 | 0.3320 | 0.8061 | 0.3320 |
| 0.4551 | 6.0475 | 61600 | 0.4969 | 0.0114 | 0.3378 | 0.8087 | 0.3378 |
| 0.428 | 6.0573 | 61700 | 0.4979 | 0.0114 | 0.3325 | 0.8072 | 0.3325 |
| 0.4382 | 6.0672 | 61800 | 0.4990 | 0.0114 | 0.3336 | 0.8066 | 0.3336 |
| 0.499 | 6.0770 | 61900 | 0.4996 | 0.0114 | 0.3375 | 0.8085 | 0.3375 |
| 0.4705 | 6.0868 | 62000 | 0.4997 | 0.0114 | 0.3347 | 0.8076 | 0.3347 |
| 0.4544 | 6.0966 | 62100 | 0.4939 | 0.0114 | 0.3372 | 0.8083 | 0.3372 |
| 0.5123 | 6.1064 | 62200 | 0.4968 | 0.0114 | 0.3359 | 0.8090 | 0.3359 |
| 0.4608 | 6.1162 | 62300 | 0.5006 | 0.0114 | 0.3344 | 0.8067 | 0.3344 |
| 0.5017 | 6.1261 | 62400 | 0.4952 | 0.0114 | 0.3401 | 0.8096 | 0.3401 |
| 0.4107 | 6.1359 | 62500 | 0.4952 | 0.0114 | 0.3377 | 0.8093 | 0.3377 |
| 0.4423 | 6.1457 | 62600 | 0.4977 | 0.0114 | 0.3354 | 0.8071 | 0.3354 |
| 0.4386 | 6.1555 | 62700 | 0.4986 | 0.0114 | 0.3307 | 0.8073 | 0.3307 |
| 0.4569 | 6.1653 | 62800 | 0.4957 | 0.0114 | 0.3357 | 0.8088 | 0.3357 |
| 0.46 | 6.1751 | 62900 | 0.5003 | 0.0114 | 0.3304 | 0.8067 | 0.3304 |
| 0.4708 | 6.1850 | 63000 | 0.4956 | 0.0114 | 0.3348 | 0.8077 | 0.3348 |
| 0.5067 | 6.1948 | 63100 | 0.4969 | 0.0114 | 0.3384 | 0.8071 | 0.3384 |
| 0.4842 | 6.2046 | 63200 | 0.4986 | 0.0114 | 0.3397 | 0.8074 | 0.3397 |
| 0.4697 | 6.2144 | 63300 | 0.4913 | 0.0114 | 0.3410 | 0.8094 | 0.3410 |
| 0.4805 | 6.2242 | 63400 | 0.4985 | 0.0114 | 0.3381 | 0.8079 | 0.3381 |
| 0.4677 | 6.2340 | 63500 | 0.4990 | 0.0114 | 0.3345 | 0.8066 | 0.3345 |
| 0.4923 | 6.2439 | 63600 | 0.5006 | 0.0114 | 0.3329 | 0.8067 | 0.3329 |
| 0.4684 | 6.2537 | 63700 | 0.4969 | 0.0114 | 0.3335 | 0.8077 | 0.3335 |
| 0.4853 | 6.2635 | 63800 | 0.4960 | 0.0114 | 0.3347 | 0.8068 | 0.3347 |
| 0.4843 | 6.2733 | 63900 | 0.4985 | 0.0114 | 0.3362 | 0.8064 | 0.3362 |
| 0.5441 | 6.2831 | 64000 | 0.4977 | 0.0114 | 0.3354 | 0.8081 | 0.3354 |
| 0.466 | 6.2930 | 64100 | 0.4995 | 0.0114 | 0.3343 | 0.8051 | 0.3343 |
| 0.4752 | 6.3028 | 64200 | 0.4947 | 0.0114 | 0.3392 | 0.8088 | 0.3392 |
| 0.4687 | 6.3126 | 64300 | 0.4951 | 0.0114 | 0.3399 | 0.8080 | 0.3399 |
| 0.4471 | 6.3224 | 64400 | 0.4948 | 0.0114 | 0.3399 | 0.8088 | 0.3399 |
| 0.4571 | 6.3322 | 64500 | 0.4938 | 0.0114 | 0.3421 | 0.8093 | 0.3421 |
| 0.4711 | 6.3420 | 64600 | 0.4962 | 0.0114 | 0.3351 | 0.8074 | 0.3351 |
| 0.445 | 6.3519 | 64700 | 0.4958 | 0.0114 | 0.3373 | 0.8081 | 0.3373 |
| 0.4506 | 6.3617 | 64800 | 0.5004 | 0.0114 | 0.3291 | 0.8050 | 0.3291 |
| 0.4796 | 6.3715 | 64900 | 0.4949 | 0.0114 | 0.3427 | 0.8090 | 0.3427 |
| 0.4757 | 6.3813 | 65000 | 0.4917 | 0.0114 | 0.3410 | 0.8094 | 0.3410 |
| 0.4717 | 6.3911 | 65100 | 0.4933 | 0.0114 | 0.3364 | 0.8075 | 0.3364 |
| 0.4974 | 6.4009 | 65200 | 0.4939 | 0.0114 | 0.3348 | 0.8072 | 0.3348 |
| 0.4676 | 6.4108 | 65300 | 0.4923 | 0.0114 | 0.3367 | 0.8085 | 0.3367 |
| 0.5344 | 6.4206 | 65400 | 0.4954 | 0.0114 | 0.3392 | 0.8067 | 0.3392 |
| 0.4842 | 6.4304 | 65500 | 0.4993 | 0.0114 | 0.3415 | 0.8077 | 0.3415 |
| 0.5107 | 6.4402 | 65600 | 0.4924 | 0.0114 | 0.3381 | 0.8104 | 0.3381 |
| 0.5034 | 6.4500 | 65700 | 0.4932 | 0.0114 | 0.3381 | 0.8086 | 0.3381 |
| 0.4577 | 6.4598 | 65800 | 0.4977 | 0.0114 | 0.3359 | 0.8068 | 0.3359 |
| 0.4765 | 6.4697 | 65900 | 0.4900 | 0.0114 | 0.3389 | 0.8090 | 0.3389 |
| 0.5082 | 6.4795 | 66000 | 0.4935 | 0.0114 | 0.3411 | 0.8084 | 0.3411 |
| 0.4804 | 6.4893 | 66100 | 0.4944 | 0.0114 | 0.3368 | 0.8091 | 0.3368 |
| 0.4369 | 6.4991 | 66200 | 0.4888 | 0.0114 | 0.3445 | 0.8103 | 0.3445 |
| 0.5214 | 6.5089 | 66300 | 0.4906 | 0.0114 | 0.3401 | 0.8098 | 0.3401 |
| 0.4446 | 6.5188 | 66400 | 0.4919 | 0.0114 | 0.3324 | 0.8082 | 0.3324 |
| 0.4681 | 6.5286 | 66500 | 0.4924 | 0.0114 | 0.3392 | 0.8091 | 0.3392 |
| 0.4656 | 6.5384 | 66600 | 0.4914 | 0.0114 | 0.3405 | 0.8091 | 0.3405 |
| 0.4726 | 6.5482 | 66700 | 0.4914 | 0.0114 | 0.3387 | 0.8081 | 0.3387 |
| 0.4649 | 6.5580 | 66800 | 0.4921 | 0.0114 | 0.3343 | 0.8083 | 0.3343 |
| 0.5197 | 6.5678 | 66900 | 0.4934 | 0.0114 | 0.3366 | 0.8085 | 0.3366 |
| 0.5248 | 6.5777 | 67000 | 0.4954 | 0.0114 | 0.3397 | 0.8090 | 0.3397 |
| 0.4632 | 6.5875 | 67100 | 0.4872 | 0.0114 | 0.3367 | 0.8096 | 0.3367 |
| 0.437 | 6.5973 | 67200 | 0.4885 | 0.0114 | 0.3430 | 0.8101 | 0.3430 |
| 0.4286 | 6.6071 | 67300 | 0.4945 | 0.0114 | 0.3379 | 0.8097 | 0.3379 |
| 0.4708 | 6.6169 | 67400 | 0.4986 | 0.0114 | 0.3389 | 0.8074 | 0.3389 |
| 0.4686 | 6.6267 | 67500 | 0.4897 | 0.0114 | 0.3453 | 0.8109 | 0.3453 |
| 0.468 | 6.6366 | 67600 | 0.4890 | 0.0114 | 0.3428 | 0.8105 | 0.3428 |
| 0.5578 | 6.6464 | 67700 | 0.4933 | 0.0114 | 0.3427 | 0.8101 | 0.3427 |
| 0.4443 | 6.6562 | 67800 | 0.4946 | 0.0114 | 0.3365 | 0.8074 | 0.3365 |
| 0.4335 | 6.6660 | 67900 | 0.4959 | 0.0114 | 0.3396 | 0.8076 | 0.3396 |
| 0.4879 | 6.6758 | 68000 | 0.4921 | 0.0114 | 0.3400 | 0.8101 | 0.3400 |
| 0.4627 | 6.6856 | 68100 | 0.4908 | 0.0114 | 0.3383 | 0.8090 | 0.3383 |
| 0.4589 | 6.6955 | 68200 | 0.4908 | 0.0114 | 0.3405 | 0.8092 | 0.3405 |
| 0.4799 | 6.7053 | 68300 | 0.4949 | 0.0114 | 0.3366 | 0.8081 | 0.3366 |
| 0.433 | 6.7151 | 68400 | 0.4923 | 0.0114 | 0.3422 | 0.8101 | 0.3422 |
| 0.5036 | 6.7249 | 68500 | 0.4919 | 0.0114 | 0.3363 | 0.8080 | 0.3363 |
| 0.4534 | 6.7347 | 68600 | 0.4875 | 0.0114 | 0.3445 | 0.8117 | 0.3445 |
| 0.4275 | 6.7446 | 68700 | 0.4919 | 0.0114 | 0.3405 | 0.8086 | 0.3405 |
| 0.4882 | 6.7544 | 68800 | 0.4912 | 0.0114 | 0.3388 | 0.8093 | 0.3388 |
| 0.4695 | 6.7642 | 68900 | 0.4877 | 0.0114 | 0.3354 | 0.8089 | 0.3354 |
| 0.5606 | 6.7740 | 69000 | 0.4886 | 0.0114 | 0.3448 | 0.8108 | 0.3448 |
| 0.4913 | 6.7838 | 69100 | 0.4882 | 0.0114 | 0.3474 | 0.8111 | 0.3474 |
| 0.5168 | 6.7936 | 69200 | 0.4900 | 0.0114 | 0.3407 | 0.8102 | 0.3407 |
| 0.4713 | 6.8035 | 69300 | 0.4916 | 0.0114 | 0.3405 | 0.8106 | 0.3405 |
| 0.5023 | 6.8133 | 69400 | 0.4923 | 0.0114 | 0.3406 | 0.8097 | 0.3406 |
| 0.4682 | 6.8231 | 69500 | 0.4874 | 0.0114 | 0.3446 | 0.8119 | 0.3446 |
| 0.4762 | 6.8329 | 69600 | 0.4903 | 0.0114 | 0.3401 | 0.8102 | 0.3401 |
| 0.5091 | 6.8427 | 69700 | 0.4905 | 0.0114 | 0.3396 | 0.8092 | 0.3396 |
| 0.4693 | 6.8525 | 69800 | 0.4889 | 0.0114 | 0.3425 | 0.8110 | 0.3425 |
| 0.4277 | 6.8624 | 69900 | 0.4855 | 0.0114 | 0.3434 | 0.8111 | 0.3434 |
| 0.5079 | 6.8722 | 70000 | 0.4866 | 0.0114 | 0.3467 | 0.8123 | 0.3467 |
| 0.4527 | 6.8820 | 70100 | 0.4867 | 0.0114 | 0.3465 | 0.8119 | 0.3465 |
| 0.5042 | 6.8918 | 70200 | 0.4898 | 0.0114 | 0.3436 | 0.8107 | 0.3436 |
| 0.4434 | 6.9016 | 70300 | 0.4836 | 0.0114 | 0.3483 | 0.8135 | 0.3483 |
| 0.4597 | 6.9114 | 70400 | 0.4840 | 0.0114 | 0.3482 | 0.8122 | 0.3482 |
| 0.431 | 6.9213 | 70500 | 0.4831 | 0.0114 | 0.3451 | 0.8127 | 0.3451 |
| 0.463 | 6.9311 | 70600 | 0.4893 | 0.0114 | 0.3427 | 0.8107 | 0.3427 |
| 0.4812 | 6.9409 | 70700 | 0.4933 | 0.0114 | 0.3385 | 0.8084 | 0.3385 |
| 0.4675 | 6.9507 | 70800 | 0.4849 | 0.0114 | 0.3453 | 0.8112 | 0.3453 |
| 0.4448 | 6.9605 | 70900 | 0.4895 | 0.0114 | 0.3444 | 0.8095 | 0.3444 |
| 0.5462 | 6.9704 | 71000 | 0.4874 | 0.0114 | 0.3388 | 0.8096 | 0.3388 |
| 0.5215 | 6.9802 | 71100 | 0.4834 | 0.0114 | 0.3473 | 0.8123 | 0.3473 |
| 0.5028 | 6.9900 | 71200 | 0.4896 | 0.0114 | 0.3413 | 0.8100 | 0.3413 |
| 0.4836 | 6.9998 | 71300 | 0.4885 | 0.0114 | 0.3413 | 0.8087 | 0.3413 |
| 0.3988 | 7.0096 | 71400 | 0.4931 | 0.0114 | 0.3410 | 0.8094 | 0.3410 |
| 0.4292 | 7.0194 | 71500 | 0.4851 | 0.0114 | 0.3468 | 0.8118 | 0.3468 |
| 0.4093 | 7.0293 | 71600 | 0.4857 | 0.0114 | 0.3390 | 0.8110 | 0.3390 |
| 0.4779 | 7.0391 | 71700 | 0.4877 | 0.0114 | 0.3403 | 0.8115 | 0.3403 |
| 0.43 | 7.0489 | 71800 | 0.4856 | 0.0114 | 0.3474 | 0.8135 | 0.3474 |
| 0.4863 | 7.0587 | 71900 | 0.4912 | 0.0114 | 0.3401 | 0.8103 | 0.3401 |
| 0.4749 | 7.0685 | 72000 | 0.4822 | 0.0114 | 0.3484 | 0.8121 | 0.3484 |
| 0.4554 | 7.0783 | 72100 | 0.4857 | 0.0114 | 0.3484 | 0.8130 | 0.3484 |
| 0.446 | 7.0882 | 72200 | 0.4860 | 0.0114 | 0.3521 | 0.8138 | 0.3521 |
| 0.4428 | 7.0980 | 72300 | 0.4885 | 0.0114 | 0.3497 | 0.8123 | 0.3497 |
| 0.5092 | 7.1078 | 72400 | 0.4914 | 0.0114 | 0.3401 | 0.8094 | 0.3401 |
| 0.4088 | 7.1176 | 72500 | 0.4806 | 0.0114 | 0.3457 | 0.8132 | 0.3457 |
| 0.4404 | 7.1274 | 72600 | 0.4873 | 0.0114 | 0.3418 | 0.8114 | 0.3418 |
| 0.4455 | 7.1372 | 72700 | 0.4891 | 0.0114 | 0.3447 | 0.8111 | 0.3447 |
| 0.4873 | 7.1471 | 72800 | 0.4885 | 0.0114 | 0.3427 | 0.8108 | 0.3427 |
| 0.4216 | 7.1569 | 72900 | 0.4884 | 0.0114 | 0.3437 | 0.8101 | 0.3437 |
| 0.4371 | 7.1667 | 73000 | 0.4835 | 0.0114 | 0.3501 | 0.8123 | 0.3501 |
| 0.4382 | 7.1765 | 73100 | 0.4861 | 0.0114 | 0.3485 | 0.8111 | 0.3485 |
| 0.4482 | 7.1863 | 73200 | 0.4888 | 0.0114 | 0.3478 | 0.8117 | 0.3478 |
| 0.4815 | 7.1962 | 73300 | 0.4848 | 0.0114 | 0.3485 | 0.8133 | 0.3485 |
| 0.4444 | 7.2060 | 73400 | 0.4880 | 0.0114 | 0.3468 | 0.8111 | 0.3468 |
| 0.4507 | 7.2158 | 73500 | 0.4824 | 0.0114 | 0.3474 | 0.8134 | 0.3474 |
| 0.4696 | 7.2256 | 73600 | 0.4878 | 0.0114 | 0.3492 | 0.8117 | 0.3492 |
| 0.4916 | 7.2354 | 73700 | 0.4838 | 0.0114 | 0.3567 | 0.8137 | 0.3567 |
| 0.4503 | 7.2452 | 73800 | 0.4856 | 0.0114 | 0.3450 | 0.8103 | 0.3450 |
| 0.4726 | 7.2551 | 73900 | 0.4842 | 0.0114 | 0.3479 | 0.8128 | 0.3479 |
| 0.4481 | 7.2649 | 74000 | 0.4881 | 0.0114 | 0.3462 | 0.8115 | 0.3462 |
| 0.4997 | 7.2747 | 74100 | 0.4863 | 0.0114 | 0.3499 | 0.8135 | 0.3499 |
| 0.4513 | 7.2845 | 74200 | 0.4876 | 0.0114 | 0.3488 | 0.8117 | 0.3488 |
| 0.4757 | 7.2943 | 74300 | 0.4862 | 0.0114 | 0.3476 | 0.8106 | 0.3476 |
| 0.4373 | 7.3041 | 74400 | 0.4862 | 0.0114 | 0.3493 | 0.8118 | 0.3493 |
| 0.413 | 7.3140 | 74500 | 0.4815 | 0.0114 | 0.3488 | 0.8132 | 0.3488 |
| 0.4419 | 7.3238 | 74600 | 0.4830 | 0.0114 | 0.3500 | 0.8131 | 0.3500 |
| 0.4714 | 7.3336 | 74700 | 0.4859 | 0.0114 | 0.3427 | 0.8118 | 0.3427 |
| 0.4404 | 7.3434 | 74800 | 0.4856 | 0.0114 | 0.3504 | 0.8126 | 0.3504 |
| 0.4535 | 7.3532 | 74900 | 0.4850 | 0.0114 | 0.3460 | 0.8124 | 0.3460 |
| 0.4862 | 7.3630 | 75000 | 0.4849 | 0.0114 | 0.3467 | 0.8115 | 0.3467 |
| 0.5147 | 7.3729 | 75100 | 0.4850 | 0.0114 | 0.3495 | 0.8125 | 0.3495 |
| 0.4476 | 7.3827 | 75200 | 0.4825 | 0.0114 | 0.3462 | 0.8127 | 0.3462 |
| 0.4578 | 7.3925 | 75300 | 0.4840 | 0.0114 | 0.3447 | 0.8127 | 0.3447 |
| 0.4539 | 7.4023 | 75400 | 0.4844 | 0.0114 | 0.3414 | 0.8107 | 0.3414 |
| 0.5023 | 7.4121 | 75500 | 0.4848 | 0.0114 | 0.3470 | 0.8116 | 0.3470 |
| 0.5157 | 7.4220 | 75600 | 0.4900 | 0.0114 | 0.3430 | 0.8101 | 0.3430 |
| 0.4569 | 7.4318 | 75700 | 0.4854 | 0.0114 | 0.3438 | 0.8111 | 0.3438 |
| 0.4969 | 7.4416 | 75800 | 0.4819 | 0.0114 | 0.3505 | 0.8128 | 0.3505 |
| 0.4965 | 7.4514 | 75900 | 0.4858 | 0.0114 | 0.3458 | 0.8115 | 0.3458 |
| 0.4715 | 7.4612 | 76000 | 0.4823 | 0.0114 | 0.3484 | 0.8136 | 0.3484 |
| 0.4836 | 7.4710 | 76100 | 0.4821 | 0.0114 | 0.3465 | 0.8131 | 0.3465 |
| 0.4224 | 7.4809 | 76200 | 0.4853 | 0.0114 | 0.3447 | 0.8118 | 0.3447 |
| 0.4844 | 7.4907 | 76300 | 0.4833 | 0.0114 | 0.3492 | 0.8131 | 0.3492 |
| 0.4261 | 7.5005 | 76400 | 0.4838 | 0.0114 | 0.3442 | 0.8119 | 0.3442 |
| 0.4169 | 7.5103 | 76500 | 0.4817 | 0.0114 | 0.3520 | 0.8132 | 0.3520 |
| 0.4625 | 7.5201 | 76600 | 0.4807 | 0.0114 | 0.3479 | 0.8124 | 0.3479 |
| 0.4323 | 7.5299 | 76700 | 0.4841 | 0.0114 | 0.3499 | 0.8125 | 0.3499 |
| 0.4902 | 7.5398 | 76800 | 0.4811 | 0.0114 | 0.3478 | 0.8130 | 0.3478 |
| 0.467 | 7.5496 | 76900 | 0.4858 | 0.0114 | 0.3470 | 0.8119 | 0.3470 |
| 0.4962 | 7.5594 | 77000 | 0.4853 | 0.0114 | 0.3439 | 0.8111 | 0.3439 |
| 0.4566 | 7.5692 | 77100 | 0.4822 | 0.0114 | 0.3517 | 0.8134 | 0.3517 |
| 0.4311 | 7.5790 | 77200 | 0.4826 | 0.0114 | 0.3475 | 0.8132 | 0.3475 |
| 0.4493 | 7.5888 | 77300 | 0.4833 | 0.0114 | 0.3479 | 0.8132 | 0.3479 |
| 0.4075 | 7.5987 | 77400 | 0.4859 | 0.0114 | 0.3459 | 0.8115 | 0.3459 |
| 0.486 | 7.6085 | 77500 | 0.4831 | 0.0114 | 0.3450 | 0.8111 | 0.3450 |
| 0.4643 | 7.6183 | 77600 | 0.4819 | 0.0114 | 0.3454 | 0.8127 | 0.3454 |
| 0.4082 | 7.6281 | 77700 | 0.4847 | 0.0114 | 0.3446 | 0.8120 | 0.3446 |
| 0.4824 | 7.6379 | 77800 | 0.4839 | 0.0114 | 0.3519 | 0.8129 | 0.3519 |
| 0.4109 | 7.6478 | 77900 | 0.4836 | 0.0114 | 0.3442 | 0.8115 | 0.3442 |
| 0.4954 | 7.6576 | 78000 | 0.4871 | 0.0114 | 0.3434 | 0.8096 | 0.3434 |
| 0.473 | 7.6674 | 78100 | 0.4845 | 0.0114 | 0.3496 | 0.8119 | 0.3496 |
| 0.4366 | 7.6772 | 78200 | 0.4826 | 0.0114 | 0.3514 | 0.8126 | 0.3514 |
| 0.4418 | 7.6870 | 78300 | 0.4834 | 0.0114 | 0.3492 | 0.8139 | 0.3492 |
| 0.4289 | 7.6968 | 78400 | 0.4853 | 0.0114 | 0.3513 | 0.8121 | 0.3513 |
| 0.4699 | 7.7067 | 78500 | 0.4831 | 0.0114 | 0.3530 | 0.8134 | 0.3530 |
| 0.4274 | 7.7165 | 78600 | 0.4824 | 0.0114 | 0.3525 | 0.8130 | 0.3525 |
| 0.4512 | 7.7263 | 78700 | 0.4808 | 0.0114 | 0.3466 | 0.8125 | 0.3466 |
| 0.4691 | 7.7361 | 78800 | 0.4822 | 0.0114 | 0.3456 | 0.8120 | 0.3456 |
| 0.5004 | 7.7459 | 78900 | 0.4836 | 0.0114 | 0.3477 | 0.8121 | 0.3477 |
| 0.3962 | 7.7557 | 79000 | 0.4796 | 0.0114 | 0.3486 | 0.8141 | 0.3486 |
| 0.4837 | 7.7656 | 79100 | 0.4814 | 0.0114 | 0.3488 | 0.8127 | 0.3488 |
| 0.4308 | 7.7754 | 79200 | 0.4789 | 0.0114 | 0.3490 | 0.8132 | 0.3490 |
| 0.4867 | 7.7852 | 79300 | 0.4795 | 0.0114 | 0.3436 | 0.8130 | 0.3436 |
| 0.4571 | 7.7950 | 79400 | 0.4833 | 0.0114 | 0.3468 | 0.8117 | 0.3468 |
| 0.4364 | 7.8048 | 79500 | 0.4792 | 0.0114 | 0.3504 | 0.8138 | 0.3504 |
| 0.4526 | 7.8146 | 79600 | 0.4765 | 0.0114 | 0.3572 | 0.8152 | 0.3572 |
| 0.4468 | 7.8245 | 79700 | 0.4813 | 0.0114 | 0.3525 | 0.8137 | 0.3525 |
| 0.4988 | 7.8343 | 79800 | 0.4802 | 0.0114 | 0.3471 | 0.8142 | 0.3471 |
| 0.4505 | 7.8441 | 79900 | 0.4826 | 0.0114 | 0.3537 | 0.8126 | 0.3537 |
| 0.4657 | 7.8539 | 80000 | 0.4792 | 0.0114 | 0.3528 | 0.8135 | 0.3528 |
| 0.4655 | 7.8637 | 80100 | 0.4801 | 0.0114 | 0.3509 | 0.8127 | 0.3509 |
| 0.4153 | 7.8736 | 80200 | 0.4776 | 0.0114 | 0.3534 | 0.8141 | 0.3534 |
| 0.447 | 7.8834 | 80300 | 0.4811 | 0.0114 | 0.3508 | 0.8136 | 0.3508 |
| 0.5345 | 7.8932 | 80400 | 0.4817 | 0.0114 | 0.3503 | 0.8132 | 0.3503 |
| 0.4601 | 7.9030 | 80500 | 0.4819 | 0.0114 | 0.3433 | 0.8119 | 0.3433 |
| 0.4304 | 7.9128 | 80600 | 0.4795 | 0.0114 | 0.3514 | 0.8143 | 0.3514 |
| 0.4669 | 7.9226 | 80700 | 0.4786 | 0.0114 | 0.3487 | 0.8148 | 0.3487 |
| 0.4774 | 7.9325 | 80800 | 0.4775 | 0.0114 | 0.3494 | 0.8133 | 0.3494 |
| 0.4755 | 7.9423 | 80900 | 0.4739 | 0.0114 | 0.3532 | 0.8151 | 0.3532 |
| 0.466 | 7.9521 | 81000 | 0.4760 | 0.0114 | 0.3583 | 0.8161 | 0.3583 |
| 0.3927 | 7.9619 | 81100 | 0.4801 | 0.0114 | 0.3517 | 0.8150 | 0.3517 |
| 0.4665 | 7.9717 | 81200 | 0.4806 | 0.0114 | 0.3497 | 0.8136 | 0.3497 |
| 0.4653 | 7.9815 | 81300 | 0.4822 | 0.0114 | 0.3486 | 0.8128 | 0.3486 |
| 0.4555 | 7.9914 | 81400 | 0.4810 | 0.0114 | 0.3534 | 0.8133 | 0.3534 |
| 0.4373 | 8.0012 | 81500 | 0.4814 | 0.0114 | 0.3439 | 0.8124 | 0.3439 |
| 0.4123 | 8.0110 | 81600 | 0.4783 | 0.0114 | 0.3516 | 0.8147 | 0.3516 |
| 0.4223 | 8.0208 | 81700 | 0.4780 | 0.0114 | 0.3532 | 0.8146 | 0.3532 |
| 0.439 | 8.0306 | 81800 | 0.4751 | 0.0114 | 0.3543 | 0.8160 | 0.3543 |
| 0.4349 | 8.0404 | 81900 | 0.4793 | 0.0114 | 0.3522 | 0.8149 | 0.3522 |
| 0.4481 | 8.0503 | 82000 | 0.4796 | 0.0114 | 0.3534 | 0.8139 | 0.3534 |
| 0.4448 | 8.0601 | 82100 | 0.4847 | 0.0114 | 0.3454 | 0.8122 | 0.3454 |
| 0.3608 | 8.0699 | 82200 | 0.4790 | 0.0114 | 0.3562 | 0.8158 | 0.3562 |
| 0.3697 | 8.0797 | 82300 | 0.4855 | 0.0114 | 0.3490 | 0.8118 | 0.3490 |
| 0.5184 | 8.0895 | 82400 | 0.4784 | 0.0114 | 0.3476 | 0.8136 | 0.3476 |
| 0.4845 | 8.0994 | 82500 | 0.4839 | 0.0114 | 0.3503 | 0.8116 | 0.3503 |
| 0.4628 | 8.1092 | 82600 | 0.4795 | 0.0114 | 0.3554 | 0.8141 | 0.3554 |
| 0.4462 | 8.1190 | 82700 | 0.4817 | 0.0114 | 0.3533 | 0.8141 | 0.3533 |
| 0.5102 | 8.1288 | 82800 | 0.4760 | 0.0114 | 0.3549 | 0.8148 | 0.3549 |
| 0.4354 | 8.1386 | 82900 | 0.4779 | 0.0114 | 0.3574 | 0.8153 | 0.3574 |
| 0.4771 | 8.1484 | 83000 | 0.4816 | 0.0114 | 0.3456 | 0.8124 | 0.3456 |
| 0.4788 | 8.1583 | 83100 | 0.4798 | 0.0114 | 0.3595 | 0.8141 | 0.3595 |
| 0.4591 | 8.1681 | 83200 | 0.4821 | 0.0114 | 0.3502 | 0.8140 | 0.3502 |
| 0.4509 | 8.1779 | 83300 | 0.4777 | 0.0114 | 0.3525 | 0.8155 | 0.3525 |
| 0.4402 | 8.1877 | 83400 | 0.4802 | 0.0114 | 0.3534 | 0.8140 | 0.3534 |
| 0.4239 | 8.1975 | 83500 | 0.4785 | 0.0114 | 0.3528 | 0.8150 | 0.3528 |
| 0.4321 | 8.2073 | 83600 | 0.4778 | 0.0114 | 0.3559 | 0.8154 | 0.3559 |
| 0.4418 | 8.2172 | 83700 | 0.4778 | 0.0114 | 0.3505 | 0.8141 | 0.3505 |
| 0.4255 | 8.2270 | 83800 | 0.4780 | 0.0114 | 0.3539 | 0.8145 | 0.3539 |
| 0.3838 | 8.2368 | 83900 | 0.4796 | 0.0114 | 0.3505 | 0.8135 | 0.3505 |
| 0.4217 | 8.2466 | 84000 | 0.4782 | 0.0114 | 0.3553 | 0.8150 | 0.3553 |
| 0.4269 | 8.2564 | 84100 | 0.4761 | 0.0114 | 0.3597 | 0.8167 | 0.3597 |
| 0.4122 | 8.2662 | 84200 | 0.4795 | 0.0114 | 0.3532 | 0.8132 | 0.3532 |
| 0.4552 | 8.2761 | 84300 | 0.4769 | 0.0114 | 0.3512 | 0.8141 | 0.3512 |
| 0.4548 | 8.2859 | 84400 | 0.4793 | 0.0114 | 0.3550 | 0.8138 | 0.3550 |
| 0.4529 | 8.2957 | 84500 | 0.4740 | 0.0114 | 0.3636 | 0.8171 | 0.3636 |
| 0.4382 | 8.3055 | 84600 | 0.4801 | 0.0114 | 0.3501 | 0.8143 | 0.3501 |
| 0.4633 | 8.3153 | 84700 | 0.4816 | 0.0114 | 0.3516 | 0.8138 | 0.3516 |
| 0.4498 | 8.3252 | 84800 | 0.4790 | 0.0114 | 0.3564 | 0.8144 | 0.3564 |
| 0.4815 | 8.3350 | 84900 | 0.4791 | 0.0114 | 0.3515 | 0.8132 | 0.3515 |
| 0.4433 | 8.3448 | 85000 | 0.4799 | 0.0114 | 0.3534 | 0.8134 | 0.3534 |
| 0.3942 | 8.3546 | 85100 | 0.4725 | 0.0114 | 0.3605 | 0.8164 | 0.3605 |
| 0.4615 | 8.3644 | 85200 | 0.4807 | 0.0114 | 0.3492 | 0.8127 | 0.3492 |
| 0.413 | 8.3742 | 85300 | 0.4761 | 0.0114 | 0.3526 | 0.8157 | 0.3526 |
| 0.4055 | 8.3841 | 85400 | 0.4797 | 0.0114 | 0.3486 | 0.8136 | 0.3486 |
| 0.3738 | 8.3939 | 85500 | 0.4791 | 0.0114 | 0.3536 | 0.8142 | 0.3536 |
| 0.484 | 8.4037 | 85600 | 0.4809 | 0.0114 | 0.3488 | 0.8132 | 0.3488 |
| 0.4598 | 8.4135 | 85700 | 0.4750 | 0.0114 | 0.3589 | 0.8164 | 0.3589 |
| 0.4204 | 8.4233 | 85800 | 0.4777 | 0.0114 | 0.3563 | 0.8160 | 0.3563 |
| 0.4273 | 8.4331 | 85900 | 0.4768 | 0.0114 | 0.3552 | 0.8152 | 0.3552 |
| 0.4642 | 8.4430 | 86000 | 0.4793 | 0.0114 | 0.3528 | 0.8137 | 0.3528 |
| 0.4713 | 8.4528 | 86100 | 0.4782 | 0.0114 | 0.3516 | 0.8142 | 0.3516 |
| 0.4687 | 8.4626 | 86200 | 0.4727 | 0.0114 | 0.3552 | 0.8168 | 0.3552 |
| 0.4866 | 8.4724 | 86300 | 0.4748 | 0.0114 | 0.3572 | 0.8151 | 0.3572 |
| 0.4344 | 8.4822 | 86400 | 0.4738 | 0.0114 | 0.3559 | 0.8166 | 0.3559 |
| 0.4238 | 8.4920 | 86500 | 0.4807 | 0.0114 | 0.3485 | 0.8132 | 0.3485 |
| 0.4929 | 8.5019 | 86600 | 0.4724 | 0.0114 | 0.3537 | 0.8157 | 0.3537 |
| 0.4473 | 8.5117 | 86700 | 0.4729 | 0.0114 | 0.3579 | 0.8172 | 0.3579 |
| 0.4578 | 8.5215 | 86800 | 0.4780 | 0.0114 | 0.3537 | 0.8161 | 0.3537 |
| 0.4236 | 8.5313 | 86900 | 0.4773 | 0.0114 | 0.3553 | 0.8162 | 0.3553 |
| 0.5057 | 8.5411 | 87000 | 0.4751 | 0.0114 | 0.3576 | 0.8157 | 0.3576 |
| 0.4159 | 8.5510 | 87100 | 0.4774 | 0.0114 | 0.3590 | 0.8160 | 0.3590 |
| 0.4089 | 8.5608 | 87200 | 0.4759 | 0.0114 | 0.3524 | 0.8137 | 0.3524 |
| 0.5087 | 8.5706 | 87300 | 0.4754 | 0.0114 | 0.3580 | 0.8164 | 0.3580 |
| 0.4794 | 8.5804 | 87400 | 0.4776 | 0.0114 | 0.3487 | 0.8150 | 0.3487 |
| 0.4525 | 8.5902 | 87500 | 0.4776 | 0.0114 | 0.3566 | 0.8158 | 0.3566 |
| 0.4611 | 8.6000 | 87600 | 0.4755 | 0.0114 | 0.3552 | 0.8152 | 0.3552 |
| 0.4871 | 8.6099 | 87700 | 0.4795 | 0.0114 | 0.3488 | 0.8135 | 0.3488 |
| 0.4399 | 8.6197 | 87800 | 0.4736 | 0.0114 | 0.3554 | 0.8159 | 0.3554 |
| 0.4657 | 8.6295 | 87900 | 0.4759 | 0.0114 | 0.3595 | 0.8158 | 0.3595 |
| 0.4318 | 8.6393 | 88000 | 0.4729 | 0.0114 | 0.3633 | 0.8177 | 0.3633 |
| 0.454 | 8.6491 | 88100 | 0.4705 | 0.0114 | 0.3615 | 0.8171 | 0.3615 |
| 0.4576 | 8.6589 | 88200 | 0.4747 | 0.0114 | 0.3578 | 0.8160 | 0.3578 |
| 0.4372 | 8.6688 | 88300 | 0.4705 | 0.0114 | 0.3610 | 0.8172 | 0.3610 |
| 0.4308 | 8.6786 | 88400 | 0.4754 | 0.0114 | 0.3546 | 0.8156 | 0.3546 |
| 0.4686 | 8.6884 | 88500 | 0.4762 | 0.0114 | 0.3606 | 0.8162 | 0.3606 |
| 0.4637 | 8.6982 | 88600 | 0.4789 | 0.0114 | 0.3534 | 0.8146 | 0.3534 |
| 0.4108 | 8.7080 | 88700 | 0.4766 | 0.0114 | 0.3527 | 0.8151 | 0.3527 |
| 0.4738 | 8.7178 | 88800 | 0.4815 | 0.0114 | 0.3513 | 0.8131 | 0.3513 |
| 0.4138 | 8.7277 | 88900 | 0.4741 | 0.0114 | 0.3583 | 0.8160 | 0.3583 |
| 0.4586 | 8.7375 | 89000 | 0.4786 | 0.0114 | 0.3461 | 0.8124 | 0.3461 |
| 0.4302 | 8.7473 | 89100 | 0.4725 | 0.0114 | 0.3612 | 0.8165 | 0.3612 |
| 0.4328 | 8.7571 | 89200 | 0.4714 | 0.0114 | 0.3590 | 0.8166 | 0.3590 |
| 0.4343 | 8.7669 | 89300 | 0.4729 | 0.0114 | 0.3553 | 0.8154 | 0.3553 |
| 0.4166 | 8.7768 | 89400 | 0.4758 | 0.0114 | 0.3564 | 0.8150 | 0.3564 |
| 0.4592 | 8.7866 | 89500 | 0.4731 | 0.0114 | 0.3580 | 0.8160 | 0.3580 |
| 0.4397 | 8.7964 | 89600 | 0.4802 | 0.0114 | 0.3527 | 0.8137 | 0.3527 |
| 0.4389 | 8.8062 | 89700 | 0.4820 | 0.0114 | 0.3465 | 0.8127 | 0.3465 |
| 0.4362 | 8.8160 | 89800 | 0.4737 | 0.0114 | 0.3606 | 0.8161 | 0.3606 |
| 0.4644 | 8.8258 | 89900 | 0.4725 | 0.0114 | 0.3563 | 0.8153 | 0.3563 |
| 0.4282 | 8.8357 | 90000 | 0.4716 | 0.0114 | 0.3623 | 0.8170 | 0.3623 |
| 0.4682 | 8.8455 | 90100 | 0.4744 | 0.0114 | 0.3578 | 0.8157 | 0.3578 |
| 0.4456 | 8.8553 | 90200 | 0.4731 | 0.0114 | 0.3545 | 0.8150 | 0.3545 |
| 0.4253 | 8.8651 | 90300 | 0.4734 | 0.0114 | 0.3505 | 0.8142 | 0.3505 |
| 0.4341 | 8.8749 | 90400 | 0.4749 | 0.0114 | 0.3543 | 0.8146 | 0.3543 |
| 0.4645 | 8.8847 | 90500 | 0.4758 | 0.0114 | 0.3543 | 0.8161 | 0.3543 |
| 0.4428 | 8.8946 | 90600 | 0.4727 | 0.0114 | 0.3543 | 0.8152 | 0.3543 |
| 0.4094 | 8.9044 | 90700 | 0.4751 | 0.0114 | 0.3588 | 0.8169 | 0.3588 |
| 0.4769 | 8.9142 | 90800 | 0.4726 | 0.0114 | 0.3544 | 0.8161 | 0.3544 |
| 0.5154 | 8.9240 | 90900 | 0.4743 | 0.0114 | 0.3579 | 0.8159 | 0.3579 |
| 0.4489 | 8.9338 | 91000 | 0.4716 | 0.0114 | 0.3614 | 0.8161 | 0.3614 |
| 0.4376 | 8.9436 | 91100 | 0.4724 | 0.0114 | 0.3571 | 0.8155 | 0.3571 |
| 0.4455 | 8.9535 | 91200 | 0.4778 | 0.0114 | 0.3566 | 0.8146 | 0.3566 |
| 0.4498 | 8.9633 | 91300 | 0.4742 | 0.0114 | 0.3542 | 0.8142 | 0.3542 |
| 0.4796 | 8.9731 | 91400 | 0.4727 | 0.0114 | 0.3591 | 0.8158 | 0.3591 |
| 0.4257 | 8.9829 | 91500 | 0.4737 | 0.0114 | 0.3557 | 0.8158 | 0.3557 |
| 0.4615 | 8.9927 | 91600 | 0.4720 | 0.0114 | 0.3597 | 0.8166 | 0.3597 |
| 0.4267 | 9.0026 | 91700 | 0.4681 | 0.0114 | 0.3636 | 0.8173 | 0.3636 |
| 0.4283 | 9.0124 | 91800 | 0.4685 | 0.0114 | 0.3655 | 0.8179 | 0.3655 |
| 0.4266 | 9.0222 | 91900 | 0.4706 | 0.0114 | 0.3554 | 0.8158 | 0.3554 |
| 0.4999 | 9.0320 | 92000 | 0.4719 | 0.0114 | 0.3612 | 0.8175 | 0.3612 |
| 0.385 | 9.0418 | 92100 | 0.4701 | 0.0114 | 0.3582 | 0.8168 | 0.3582 |
| 0.4245 | 9.0516 | 92200 | 0.4679 | 0.0114 | 0.3596 | 0.8187 | 0.3596 |
| 0.431 | 9.0615 | 92300 | 0.4711 | 0.0114 | 0.3568 | 0.8168 | 0.3568 |
| 0.4363 | 9.0713 | 92400 | 0.4690 | 0.0114 | 0.3597 | 0.8175 | 0.3597 |
| 0.4672 | 9.0811 | 92500 | 0.4711 | 0.0114 | 0.3547 | 0.8154 | 0.3547 |
| 0.4115 | 9.0909 | 92600 | 0.4713 | 0.0114 | 0.3606 | 0.8166 | 0.3606 |
| 0.4488 | 9.1007 | 92700 | 0.4683 | 0.0114 | 0.3674 | 0.8203 | 0.3674 |
| 0.379 | 9.1105 | 92800 | 0.4738 | 0.0114 | 0.3623 | 0.8173 | 0.3623 |
| 0.3985 | 9.1204 | 92900 | 0.4714 | 0.0114 | 0.3649 | 0.8182 | 0.3649 |
| 0.4653 | 9.1302 | 93000 | 0.4700 | 0.0114 | 0.3599 | 0.8182 | 0.3599 |
| 0.4242 | 9.1400 | 93100 | 0.4687 | 0.0114 | 0.3702 | 0.8196 | 0.3702 |
| 0.4494 | 9.1498 | 93200 | 0.4710 | 0.0114 | 0.3644 | 0.8188 | 0.3644 |
| 0.399 | 9.1596 | 93300 | 0.4695 | 0.0114 | 0.3614 | 0.8176 | 0.3614 |
| 0.488 | 9.1694 | 93400 | 0.4734 | 0.0114 | 0.3601 | 0.8178 | 0.3601 |
| 0.4056 | 9.1793 | 93500 | 0.4762 | 0.0114 | 0.3608 | 0.8158 | 0.3608 |
| 0.4269 | 9.1891 | 93600 | 0.4743 | 0.0114 | 0.3610 | 0.8165 | 0.3610 |
| 0.4528 | 9.1989 | 93700 | 0.4740 | 0.0114 | 0.3566 | 0.8159 | 0.3566 |
| 0.4223 | 9.2087 | 93800 | 0.4724 | 0.0114 | 0.3587 | 0.8153 | 0.3587 |
| 0.4618 | 9.2185 | 93900 | 0.4698 | 0.0114 | 0.3590 | 0.8161 | 0.3590 |
| 0.4297 | 9.2284 | 94000 | 0.4725 | 0.0114 | 0.3626 | 0.8172 | 0.3626 |
| 0.4456 | 9.2382 | 94100 | 0.4708 | 0.0114 | 0.3647 | 0.8183 | 0.3647 |
| 0.446 | 9.2480 | 94200 | 0.4733 | 0.0114 | 0.3571 | 0.8167 | 0.3571 |
| 0.4275 | 9.2578 | 94300 | 0.4673 | 0.0114 | 0.3605 | 0.8175 | 0.3605 |
| 0.4664 | 9.2676 | 94400 | 0.4758 | 0.0114 | 0.3565 | 0.8152 | 0.3565 |
| 0.4266 | 9.2774 | 94500 | 0.4709 | 0.0114 | 0.3601 | 0.8181 | 0.3601 |
| 0.3942 | 9.2873 | 94600 | 0.4781 | 0.0114 | 0.3545 | 0.8148 | 0.3545 |
| 0.4777 | 9.2971 | 94700 | 0.4724 | 0.0114 | 0.3567 | 0.8169 | 0.3567 |
| 0.4568 | 9.3069 | 94800 | 0.4691 | 0.0114 | 0.3677 | 0.8197 | 0.3677 |
| 0.4111 | 9.3167 | 94900 | 0.4720 | 0.0114 | 0.3606 | 0.8166 | 0.3606 |
| 0.4504 | 9.3265 | 95000 | 0.4711 | 0.0114 | 0.3608 | 0.8165 | 0.3608 |
| 0.4315 | 9.3363 | 95100 | 0.4747 | 0.0114 | 0.3584 | 0.8170 | 0.3584 |
| 0.424 | 9.3462 | 95200 | 0.4703 | 0.0114 | 0.3650 | 0.8186 | 0.3650 |
| 0.425 | 9.3560 | 95300 | 0.4705 | 0.0114 | 0.3662 | 0.8186 | 0.3662 |
| 0.4159 | 9.3658 | 95400 | 0.4659 | 0.0114 | 0.3695 | 0.8207 | 0.3695 |
| 0.4155 | 9.3756 | 95500 | 0.4714 | 0.0114 | 0.3624 | 0.8177 | 0.3624 |
| 0.4012 | 9.3854 | 95600 | 0.4678 | 0.0114 | 0.3695 | 0.8204 | 0.3695 |
| 0.4155 | 9.3952 | 95700 | 0.4724 | 0.0114 | 0.3630 | 0.8176 | 0.3630 |
| 0.4138 | 9.4051 | 95800 | 0.4703 | 0.0114 | 0.3623 | 0.8181 | 0.3623 |
| 0.4802 | 9.4149 | 95900 | 0.4673 | 0.0114 | 0.3712 | 0.8198 | 0.3712 |
| 0.4476 | 9.4247 | 96000 | 0.4700 | 0.0114 | 0.3618 | 0.8174 | 0.3618 |
| 0.3927 | 9.4345 | 96100 | 0.4640 | 0.0114 | 0.3641 | 0.8192 | 0.3641 |
| 0.4916 | 9.4443 | 96200 | 0.4694 | 0.0114 | 0.3607 | 0.8180 | 0.3607 |
| 0.4198 | 9.4542 | 96300 | 0.4711 | 0.0114 | 0.3579 | 0.8159 | 0.3579 |
| 0.4287 | 9.4640 | 96400 | 0.4727 | 0.0114 | 0.3619 | 0.8164 | 0.3619 |
| 0.3967 | 9.4738 | 96500 | 0.4680 | 0.0114 | 0.3631 | 0.8178 | 0.3631 |
| 0.3888 | 9.4836 | 96600 | 0.4718 | 0.0114 | 0.3572 | 0.8169 | 0.3572 |
| 0.3942 | 9.4934 | 96700 | 0.4695 | 0.0114 | 0.3628 | 0.8187 | 0.3628 |
| 0.4295 | 9.5032 | 96800 | 0.4703 | 0.0114 | 0.3648 | 0.8186 | 0.3648 |
| 0.4593 | 9.5131 | 96900 | 0.4705 | 0.0114 | 0.3619 | 0.8170 | 0.3619 |
| 0.4785 | 9.5229 | 97000 | 0.4694 | 0.0114 | 0.3590 | 0.8172 | 0.3590 |
| 0.457 | 9.5327 | 97100 | 0.4704 | 0.0114 | 0.3639 | 0.8185 | 0.3639 |
| 0.4595 | 9.5425 | 97200 | 0.4780 | 0.0114 | 0.3617 | 0.8164 | 0.3617 |
| 0.4476 | 9.5523 | 97300 | 0.4759 | 0.0114 | 0.3560 | 0.8164 | 0.3560 |
| 0.412 | 9.5621 | 97400 | 0.4692 | 0.0114 | 0.3615 | 0.8178 | 0.3615 |
| 0.4274 | 9.5720 | 97500 | 0.4649 | 0.0114 | 0.3611 | 0.8182 | 0.3611 |
| 0.4523 | 9.5818 | 97600 | 0.4650 | 0.0114 | 0.3652 | 0.8201 | 0.3652 |
| 0.447 | 9.5916 | 97700 | 0.4705 | 0.0114 | 0.3588 | 0.8173 | 0.3588 |
| 0.4264 | 9.6014 | 97800 | 0.4708 | 0.0114 | 0.3556 | 0.8162 | 0.3556 |
| 0.422 | 9.6112 | 97900 | 0.4658 | 0.0114 | 0.3658 | 0.8189 | 0.3658 |
| 0.4791 | 9.6210 | 98000 | 0.4664 | 0.0114 | 0.3597 | 0.8171 | 0.3597 |
| 0.3756 | 9.6309 | 98100 | 0.4691 | 0.0114 | 0.3581 | 0.8168 | 0.3581 |
| 0.4462 | 9.6407 | 98200 | 0.4713 | 0.0114 | 0.3617 | 0.8167 | 0.3617 |
| 0.4431 | 9.6505 | 98300 | 0.4665 | 0.0114 | 0.3639 | 0.8182 | 0.3639 |
| 0.4053 | 9.6603 | 98400 | 0.4673 | 0.0114 | 0.3610 | 0.8169 | 0.3610 |
| 0.4442 | 9.6701 | 98500 | 0.4678 | 0.0114 | 0.3648 | 0.8186 | 0.3648 |
| 0.4871 | 9.6800 | 98600 | 0.4741 | 0.0114 | 0.3590 | 0.8173 | 0.3590 |
| 0.4537 | 9.6898 | 98700 | 0.4714 | 0.0114 | 0.3601 | 0.8174 | 0.3601 |
| 0.4835 | 9.6996 | 98800 | 0.4670 | 0.0114 | 0.3703 | 0.8200 | 0.3703 |
| 0.4014 | 9.7094 | 98900 | 0.4691 | 0.0114 | 0.3650 | 0.8176 | 0.3650 |
| 0.4818 | 9.7192 | 99000 | 0.4648 | 0.0114 | 0.3638 | 0.8190 | 0.3638 |
| 0.4646 | 9.7290 | 99100 | 0.4653 | 0.0114 | 0.3660 | 0.8199 | 0.3660 |
| 0.4263 | 9.7389 | 99200 | 0.4683 | 0.0114 | 0.3620 | 0.8195 | 0.3620 |
| 0.445 | 9.7487 | 99300 | 0.4684 | 0.0114 | 0.3677 | 0.8202 | 0.3677 |
| 0.4929 | 9.7585 | 99400 | 0.4693 | 0.0114 | 0.3681 | 0.8192 | 0.3681 |
| 0.4552 | 9.7683 | 99500 | 0.4677 | 0.0114 | 0.3631 | 0.8186 | 0.3631 |
| 0.4607 | 9.7781 | 99600 | 0.4706 | 0.0114 | 0.3645 | 0.8177 | 0.3645 |
| 0.4164 | 9.7879 | 99700 | 0.4662 | 0.0114 | 0.3649 | 0.8189 | 0.3649 |
| 0.4782 | 9.7978 | 99800 | 0.4703 | 0.0114 | 0.3579 | 0.8163 | 0.3579 |
| 0.4248 | 9.8076 | 99900 | 0.4742 | 0.0114 | 0.3581 | 0.8166 | 0.3581 |
| 0.4169 | 9.8174 | 100000 | 0.4705 | 0.0114 | 0.3619 | 0.8175 | 0.3619 |
| 0.4715 | 9.8272 | 100100 | 0.4707 | 0.0114 | 0.3603 | 0.8176 | 0.3603 |
| 0.4837 | 9.8370 | 100200 | 0.4675 | 0.0114 | 0.3623 | 0.8184 | 0.3623 |
| 0.4821 | 9.8468 | 100300 | 0.4688 | 0.0114 | 0.3595 | 0.8170 | 0.3595 |
| 0.4261 | 9.8567 | 100400 | 0.4679 | 0.0114 | 0.3655 | 0.8174 | 0.3655 |
| 0.444 | 9.8665 | 100500 | 0.4690 | 0.0114 | 0.3616 | 0.8183 | 0.3616 |
| 0.4545 | 9.8763 | 100600 | 0.4686 | 0.0114 | 0.3670 | 0.8198 | 0.3670 |
| 0.4301 | 9.8861 | 100700 | 0.4706 | 0.0114 | 0.3663 | 0.8194 | 0.3663 |
| 0.4467 | 9.8959 | 100800 | 0.4676 | 0.0114 | 0.3651 | 0.8187 | 0.3651 |
| 0.434 | 9.9058 | 100900 | 0.4668 | 0.0114 | 0.3655 | 0.8191 | 0.3655 |
| 0.4732 | 9.9156 | 101000 | 0.4668 | 0.0114 | 0.3686 | 0.8197 | 0.3686 |
| 0.4372 | 9.9254 | 101100 | 0.4697 | 0.0114 | 0.3621 | 0.8186 | 0.3621 |
| 0.4636 | 9.9352 | 101200 | 0.4649 | 0.0114 | 0.3668 | 0.8204 | 0.3668 |
| 0.4602 | 9.9450 | 101300 | 0.4695 | 0.0114 | 0.3648 | 0.8192 | 0.3648 |
| 0.4125 | 9.9548 | 101400 | 0.4677 | 0.0114 | 0.3608 | 0.8187 | 0.3608 |
| 0.4394 | 9.9647 | 101500 | 0.4689 | 0.0114 | 0.3604 | 0.8174 | 0.3604 |
| 0.4573 | 9.9745 | 101600 | 0.4697 | 0.0114 | 0.3568 | 0.8169 | 0.3568 |
| 0.5172 | 9.9843 | 101700 | 0.4672 | 0.0114 | 0.3610 | 0.8177 | 0.3610 |
| 0.4345 | 9.9941 | 101800 | 0.4667 | 0.0114 | 0.3645 | 0.8184 | 0.3645 |
| 0.4383 | 10.0039 | 101900 | 0.4655 | 0.0114 | 0.3648 | 0.8199 | 0.3648 |
| 0.3445 | 10.0137 | 102000 | 0.4701 | 0.0114 | 0.3648 | 0.8186 | 0.3648 |
| 0.3819 | 10.0236 | 102100 | 0.4740 | 0.0114 | 0.3613 | 0.8166 | 0.3613 |
| 0.4507 | 10.0334 | 102200 | 0.4673 | 0.0114 | 0.3643 | 0.8181 | 0.3643 |
| 0.4597 | 10.0432 | 102300 | 0.4651 | 0.0114 | 0.3665 | 0.8186 | 0.3665 |
| 0.4369 | 10.0530 | 102400 | 0.4645 | 0.0114 | 0.3664 | 0.8202 | 0.3664 |
| 0.4388 | 10.0628 | 102500 | 0.4605 | 0.0114 | 0.3684 | 0.8211 | 0.3684 |
| 0.4254 | 10.0726 | 102600 | 0.4618 | 0.0114 | 0.3677 | 0.8215 | 0.3677 |
| 0.4071 | 10.0825 | 102700 | 0.4636 | 0.0114 | 0.3671 | 0.8198 | 0.3671 |
| 0.4058 | 10.0923 | 102800 | 0.4646 | 0.0114 | 0.3644 | 0.8199 | 0.3644 |
| 0.5115 | 10.1021 | 102900 | 0.4675 | 0.0114 | 0.3677 | 0.8199 | 0.3677 |
| 0.4241 | 10.1119 | 103000 | 0.4683 | 0.0114 | 0.3609 | 0.8174 | 0.3609 |
| 0.4969 | 10.1217 | 103100 | 0.4670 | 0.0114 | 0.3598 | 0.8181 | 0.3598 |
| 0.3984 | 10.1316 | 103200 | 0.4668 | 0.0114 | 0.3681 | 0.8186 | 0.3681 |
| 0.4715 | 10.1414 | 103300 | 0.4702 | 0.0114 | 0.3647 | 0.8175 | 0.3647 |
| 0.4572 | 10.1512 | 103400 | 0.4674 | 0.0114 | 0.3621 | 0.8178 | 0.3621 |
| 0.4806 | 10.1610 | 103500 | 0.4660 | 0.0114 | 0.3652 | 0.8190 | 0.3652 |
| 0.4097 | 10.1708 | 103600 | 0.4648 | 0.0114 | 0.3642 | 0.8189 | 0.3642 |
| 0.3997 | 10.1806 | 103700 | 0.4693 | 0.0114 | 0.3578 | 0.8165 | 0.3578 |
| 0.4442 | 10.1905 | 103800 | 0.4677 | 0.0114 | 0.3702 | 0.8194 | 0.3702 |
| 0.35 | 10.2003 | 103900 | 0.4683 | 0.0114 | 0.3649 | 0.8185 | 0.3649 |
| 0.4292 | 10.2101 | 104000 | 0.4655 | 0.0114 | 0.3681 | 0.8200 | 0.3681 |
| 0.4354 | 10.2199 | 104100 | 0.4657 | 0.0114 | 0.3610 | 0.8185 | 0.3610 |
| 0.3887 | 10.2297 | 104200 | 0.4692 | 0.0114 | 0.3651 | 0.8196 | 0.3651 |
| 0.4207 | 10.2395 | 104300 | 0.4620 | 0.0114 | 0.3755 | 0.8211 | 0.3755 |
| 0.4365 | 10.2494 | 104400 | 0.4662 | 0.0114 | 0.3657 | 0.8191 | 0.3657 |
| 0.5037 | 10.2592 | 104500 | 0.4685 | 0.0114 | 0.3674 | 0.8193 | 0.3674 |
| 0.4448 | 10.2690 | 104600 | 0.4652 | 0.0114 | 0.3748 | 0.8214 | 0.3748 |
| 0.4311 | 10.2788 | 104700 | 0.4672 | 0.0114 | 0.3595 | 0.8183 | 0.3595 |
| 0.416 | 10.2886 | 104800 | 0.4618 | 0.0114 | 0.3717 | 0.8210 | 0.3717 |
| 0.4491 | 10.2984 | 104900 | 0.4642 | 0.0114 | 0.3667 | 0.8206 | 0.3667 |
| 0.4139 | 10.3083 | 105000 | 0.4688 | 0.0114 | 0.3620 | 0.8186 | 0.3620 |
| 0.4013 | 10.3181 | 105100 | 0.4649 | 0.0114 | 0.3660 | 0.8200 | 0.3660 |
| 0.4136 | 10.3279 | 105200 | 0.4668 | 0.0114 | 0.3600 | 0.8168 | 0.3600 |
| 0.4486 | 10.3377 | 105300 | 0.4612 | 0.0114 | 0.3704 | 0.8206 | 0.3704 |
| 0.418 | 10.3475 | 105400 | 0.4621 | 0.0114 | 0.3690 | 0.8204 | 0.3690 |
| 0.3946 | 10.3574 | 105500 | 0.4621 | 0.0114 | 0.3681 | 0.8200 | 0.3681 |
| 0.4458 | 10.3672 | 105600 | 0.4678 | 0.0114 | 0.3602 | 0.8169 | 0.3602 |
| 0.4267 | 10.3770 | 105700 | 0.4605 | 0.0114 | 0.3693 | 0.8208 | 0.3693 |
| 0.4108 | 10.3868 | 105800 | 0.4657 | 0.0114 | 0.3659 | 0.8192 | 0.3659 |
| 0.4586 | 10.3966 | 105900 | 0.4653 | 0.0114 | 0.3678 | 0.8204 | 0.3678 |
| 0.4313 | 10.4064 | 106000 | 0.4662 | 0.0114 | 0.3687 | 0.8193 | 0.3687 |
| 0.4283 | 10.4163 | 106100 | 0.4633 | 0.0114 | 0.3686 | 0.8201 | 0.3686 |
| 0.423 | 10.4261 | 106200 | 0.4637 | 0.0114 | 0.3699 | 0.8204 | 0.3699 |
| 0.4699 | 10.4359 | 106300 | 0.4637 | 0.0114 | 0.3677 | 0.8199 | 0.3677 |
| 0.3886 | 10.4457 | 106400 | 0.4664 | 0.0114 | 0.3703 | 0.8193 | 0.3703 |
| 0.4172 | 10.4555 | 106500 | 0.4652 | 0.0114 | 0.3647 | 0.8201 | 0.3647 |
| 0.4388 | 10.4653 | 106600 | 0.4671 | 0.0114 | 0.3673 | 0.8194 | 0.3673 |
| 0.4257 | 10.4752 | 106700 | 0.4665 | 0.0114 | 0.3657 | 0.8187 | 0.3657 |
| 0.4212 | 10.4850 | 106800 | 0.4677 | 0.0114 | 0.3661 | 0.8183 | 0.3661 |
| 0.4062 | 10.4948 | 106900 | 0.4639 | 0.0114 | 0.3668 | 0.8198 | 0.3668 |
| 0.4071 | 10.5046 | 107000 | 0.4605 | 0.0114 | 0.3721 | 0.8223 | 0.3721 |
| 0.3881 | 10.5144 | 107100 | 0.4604 | 0.0114 | 0.3726 | 0.8219 | 0.3726 |
| 0.4909 | 10.5242 | 107200 | 0.4625 | 0.0114 | 0.3706 | 0.8200 | 0.3706 |
| 0.3908 | 10.5341 | 107300 | 0.4661 | 0.0114 | 0.3614 | 0.8188 | 0.3614 |
| 0.4328 | 10.5439 | 107400 | 0.4637 | 0.0114 | 0.3679 | 0.8211 | 0.3679 |
| 0.4143 | 10.5537 | 107500 | 0.4659 | 0.0114 | 0.3666 | 0.8194 | 0.3666 |
| 0.4361 | 10.5635 | 107600 | 0.4611 | 0.0114 | 0.3699 | 0.8219 | 0.3699 |
| 0.4699 | 10.5733 | 107700 | 0.4638 | 0.0114 | 0.3659 | 0.8200 | 0.3659 |
| 0.4156 | 10.5832 | 107800 | 0.4679 | 0.0114 | 0.3634 | 0.8188 | 0.3634 |
| 0.4231 | 10.5930 | 107900 | 0.4659 | 0.0114 | 0.3635 | 0.8192 | 0.3635 |
| 0.3997 | 10.6028 | 108000 | 0.4606 | 0.0114 | 0.3690 | 0.8207 | 0.3690 |
| 0.4889 | 10.6126 | 108100 | 0.4671 | 0.0114 | 0.3630 | 0.8183 | 0.3630 |
| 0.3962 | 10.6224 | 108200 | 0.4627 | 0.0114 | 0.3673 | 0.8202 | 0.3673 |
| 0.4446 | 10.6322 | 108300 | 0.4634 | 0.0114 | 0.3706 | 0.8202 | 0.3706 |
| 0.4383 | 10.6421 | 108400 | 0.4652 | 0.0114 | 0.3675 | 0.8196 | 0.3675 |
| 0.4294 | 10.6519 | 108500 | 0.4635 | 0.0114 | 0.3686 | 0.8200 | 0.3686 |
| 0.4616 | 10.6617 | 108600 | 0.4641 | 0.0114 | 0.3687 | 0.8195 | 0.3687 |
| 0.4255 | 10.6715 | 108700 | 0.4611 | 0.0114 | 0.3735 | 0.8207 | 0.3735 |
| 0.4407 | 10.6813 | 108800 | 0.4644 | 0.0114 | 0.3650 | 0.8197 | 0.3650 |
| 0.4262 | 10.6911 | 108900 | 0.4690 | 0.0114 | 0.3613 | 0.8177 | 0.3613 |
| 0.3743 | 10.7010 | 109000 | 0.4658 | 0.0114 | 0.3702 | 0.8201 | 0.3702 |
| 0.4177 | 10.7108 | 109100 | 0.4647 | 0.0114 | 0.3694 | 0.8205 | 0.3694 |
| 0.4104 | 10.7206 | 109200 | 0.4613 | 0.0114 | 0.3724 | 0.8221 | 0.3724 |
| 0.4307 | 10.7304 | 109300 | 0.4634 | 0.0114 | 0.3661 | 0.8204 | 0.3661 |
| 0.4836 | 10.7402 | 109400 | 0.4639 | 0.0114 | 0.3693 | 0.8217 | 0.3693 |
| 0.3984 | 10.7500 | 109500 | 0.4600 | 0.0114 | 0.3756 | 0.8231 | 0.3756 |
| 0.441 | 10.7599 | 109600 | 0.4604 | 0.0114 | 0.3744 | 0.8230 | 0.3744 |
| 0.4516 | 10.7697 | 109700 | 0.4634 | 0.0114 | 0.3685 | 0.8203 | 0.3685 |
| 0.4484 | 10.7795 | 109800 | 0.4613 | 0.0114 | 0.3712 | 0.8224 | 0.3712 |
| 0.4163 | 10.7893 | 109900 | 0.4581 | 0.0114 | 0.3721 | 0.8222 | 0.3721 |
| 0.4496 | 10.7991 | 110000 | 0.4645 | 0.0114 | 0.3670 | 0.8203 | 0.3670 |
| 0.4623 | 10.8090 | 110100 | 0.4620 | 0.0114 | 0.3694 | 0.8203 | 0.3694 |
| 0.468 | 10.8188 | 110200 | 0.4660 | 0.0114 | 0.3664 | 0.8195 | 0.3664 |
| 0.4003 | 10.8286 | 110300 | 0.4591 | 0.0114 | 0.3727 | 0.8221 | 0.3727 |
| 0.4675 | 10.8384 | 110400 | 0.4610 | 0.0114 | 0.3655 | 0.8201 | 0.3655 |
| 0.4666 | 10.8482 | 110500 | 0.4611 | 0.0114 | 0.3692 | 0.8210 | 0.3692 |
| 0.4595 | 10.8580 | 110600 | 0.4590 | 0.0114 | 0.3722 | 0.8216 | 0.3722 |
| 0.4303 | 10.8679 | 110700 | 0.4616 | 0.0114 | 0.3708 | 0.8218 | 0.3708 |
| 0.4157 | 10.8777 | 110800 | 0.4601 | 0.0114 | 0.3684 | 0.8206 | 0.3684 |
| 0.4387 | 10.8875 | 110900 | 0.4578 | 0.0114 | 0.3710 | 0.8214 | 0.3710 |
| 0.3868 | 10.8973 | 111000 | 0.4659 | 0.0114 | 0.3635 | 0.8199 | 0.3635 |
| 0.3387 | 10.9071 | 111100 | 0.4606 | 0.0114 | 0.3675 | 0.8209 | 0.3675 |
| 0.4382 | 10.9169 | 111200 | 0.4602 | 0.0114 | 0.3706 | 0.8212 | 0.3706 |
| 0.4916 | 10.9268 | 111300 | 0.4677 | 0.0114 | 0.3675 | 0.8201 | 0.3675 |
| 0.4316 | 10.9366 | 111400 | 0.4611 | 0.0114 | 0.3661 | 0.8194 | 0.3661 |
| 0.4317 | 10.9464 | 111500 | 0.4636 | 0.0114 | 0.3737 | 0.8209 | 0.3737 |
| 0.4215 | 10.9562 | 111600 | 0.4599 | 0.0114 | 0.3703 | 0.8213 | 0.3703 |
| 0.4584 | 10.9660 | 111700 | 0.4573 | 0.0114 | 0.3746 | 0.8229 | 0.3746 |
| 0.3991 | 10.9758 | 111800 | 0.4623 | 0.0114 | 0.3703 | 0.8205 | 0.3703 |
| 0.4285 | 10.9857 | 111900 | 0.4651 | 0.0114 | 0.3696 | 0.8195 | 0.3696 |
| 0.4262 | 10.9955 | 112000 | 0.4634 | 0.0114 | 0.3662 | 0.8195 | 0.3662 |
| 0.4709 | 11.0053 | 112100 | 0.4592 | 0.0114 | 0.3635 | 0.8201 | 0.3635 |
| 0.4425 | 11.0151 | 112200 | 0.4633 | 0.0114 | 0.3708 | 0.8209 | 0.3708 |
| 0.4089 | 11.0249 | 112300 | 0.4638 | 0.0114 | 0.3668 | 0.8198 | 0.3668 |
| 0.4239 | 11.0348 | 112400 | 0.4644 | 0.0114 | 0.3706 | 0.8205 | 0.3706 |
| 0.4129 | 11.0446 | 112500 | 0.4589 | 0.0114 | 0.3718 | 0.8215 | 0.3718 |
| 0.4555 | 11.0544 | 112600 | 0.4668 | 0.0114 | 0.3657 | 0.8187 | 0.3657 |
| 0.3713 | 11.0642 | 112700 | 0.4642 | 0.0114 | 0.3668 | 0.8200 | 0.3668 |
| 0.4217 | 11.0740 | 112800 | 0.4600 | 0.0114 | 0.3694 | 0.8221 | 0.3694 |
| 0.4111 | 11.0838 | 112900 | 0.4639 | 0.0114 | 0.3679 | 0.8207 | 0.3679 |
| 0.4337 | 11.0937 | 113000 | 0.4644 | 0.0114 | 0.3710 | 0.8222 | 0.3710 |
| 0.3776 | 11.1035 | 113100 | 0.4636 | 0.0114 | 0.3751 | 0.8222 | 0.3751 |
| 0.3913 | 11.1133 | 113200 | 0.4665 | 0.0114 | 0.3674 | 0.8199 | 0.3674 |
| 0.413 | 11.1231 | 113300 | 0.4618 | 0.0114 | 0.3712 | 0.8209 | 0.3712 |
| 0.4447 | 11.1329 | 113400 | 0.4639 | 0.0114 | 0.3665 | 0.8202 | 0.3665 |
| 0.4689 | 11.1427 | 113500 | 0.4620 | 0.0114 | 0.3706 | 0.8212 | 0.3706 |
| 0.4502 | 11.1526 | 113600 | 0.4603 | 0.0114 | 0.3724 | 0.8211 | 0.3724 |
| 0.4197 | 11.1624 | 113700 | 0.4625 | 0.0114 | 0.3722 | 0.8205 | 0.3722 |
| 0.4444 | 11.1722 | 113800 | 0.4645 | 0.0114 | 0.3633 | 0.8186 | 0.3633 |
| 0.4334 | 11.1820 | 113900 | 0.4656 | 0.0114 | 0.3688 | 0.8207 | 0.3688 |
| 0.4009 | 11.1918 | 114000 | 0.4593 | 0.0114 | 0.3729 | 0.8215 | 0.3729 |
| 0.4443 | 11.2016 | 114100 | 0.4634 | 0.0114 | 0.3630 | 0.8188 | 0.3630 |
| 0.4336 | 11.2115 | 114200 | 0.4649 | 0.0114 | 0.3691 | 0.8198 | 0.3691 |
| 0.4695 | 11.2213 | 114300 | 0.4625 | 0.0114 | 0.3669 | 0.8201 | 0.3669 |
| 0.4232 | 11.2311 | 114400 | 0.4607 | 0.0114 | 0.3697 | 0.8220 | 0.3697 |
| 0.5036 | 11.2409 | 114500 | 0.4608 | 0.0114 | 0.3688 | 0.8201 | 0.3688 |
| 0.421 | 11.2507 | 114600 | 0.4679 | 0.0114 | 0.3622 | 0.8180 | 0.3622 |
| 0.4956 | 11.2606 | 114700 | 0.4646 | 0.0114 | 0.3713 | 0.8209 | 0.3713 |
| 0.4285 | 11.2704 | 114800 | 0.4638 | 0.0114 | 0.3668 | 0.8195 | 0.3668 |
| 0.3814 | 11.2802 | 114900 | 0.4634 | 0.0114 | 0.3673 | 0.8207 | 0.3673 |
| 0.3856 | 11.2900 | 115000 | 0.4655 | 0.0114 | 0.3661 | 0.8195 | 0.3661 |
| 0.4163 | 11.2998 | 115100 | 0.4632 | 0.0114 | 0.3684 | 0.8195 | 0.3684 |
| 0.4597 | 11.3096 | 115200 | 0.4627 | 0.0114 | 0.3688 | 0.8205 | 0.3688 |
| 0.4083 | 11.3195 | 115300 | 0.4608 | 0.0114 | 0.3655 | 0.8206 | 0.3655 |
| 0.4053 | 11.3293 | 115400 | 0.4614 | 0.0114 | 0.3766 | 0.8214 | 0.3766 |
| 0.4583 | 11.3391 | 115500 | 0.4636 | 0.0114 | 0.3717 | 0.8199 | 0.3717 |
| 0.4205 | 11.3489 | 115600 | 0.4627 | 0.0114 | 0.3692 | 0.8221 | 0.3692 |
| 0.4457 | 11.3587 | 115700 | 0.4619 | 0.0114 | 0.3690 | 0.8222 | 0.3690 |
| 0.4136 | 11.3685 | 115800 | 0.4607 | 0.0114 | 0.3715 | 0.8212 | 0.3715 |
| 0.4531 | 11.3784 | 115900 | 0.4613 | 0.0114 | 0.3708 | 0.8209 | 0.3708 |
| 0.4811 | 11.3882 | 116000 | 0.4597 | 0.0114 | 0.3744 | 0.8229 | 0.3744 |
| 0.404 | 11.3980 | 116100 | 0.4610 | 0.0114 | 0.3690 | 0.8212 | 0.3690 |
| 0.4001 | 11.4078 | 116200 | 0.4606 | 0.0114 | 0.3687 | 0.8196 | 0.3687 |
| 0.4282 | 11.4176 | 116300 | 0.4563 | 0.0114 | 0.3788 | 0.8228 | 0.3788 |
| 0.4272 | 11.4274 | 116400 | 0.4625 | 0.0114 | 0.3693 | 0.8215 | 0.3693 |
| 0.4119 | 11.4373 | 116500 | 0.4611 | 0.0114 | 0.3659 | 0.8199 | 0.3659 |
| 0.4554 | 11.4471 | 116600 | 0.4580 | 0.0114 | 0.3720 | 0.8210 | 0.3720 |
| 0.3937 | 11.4569 | 116700 | 0.4645 | 0.0114 | 0.3684 | 0.8190 | 0.3684 |
| 0.4029 | 11.4667 | 116800 | 0.4562 | 0.0114 | 0.3758 | 0.8222 | 0.3758 |
| 0.4288 | 11.4765 | 116900 | 0.4576 | 0.0114 | 0.3734 | 0.8221 | 0.3734 |
| 0.4469 | 11.4864 | 117000 | 0.4633 | 0.0114 | 0.3715 | 0.8213 | 0.3715 |
| 0.4293 | 11.4962 | 117100 | 0.4594 | 0.0114 | 0.3695 | 0.8213 | 0.3695 |
| 0.4682 | 11.5060 | 117200 | 0.4607 | 0.0114 | 0.3685 | 0.8220 | 0.3685 |
| 0.445 | 11.5158 | 117300 | 0.4684 | 0.0114 | 0.3637 | 0.8176 | 0.3637 |
| 0.4297 | 11.5256 | 117400 | 0.4581 | 0.0114 | 0.3717 | 0.8210 | 0.3717 |
| 0.4946 | 11.5354 | 117500 | 0.4623 | 0.0114 | 0.3645 | 0.8184 | 0.3645 |
| 0.4297 | 11.5453 | 117600 | 0.4595 | 0.0114 | 0.3696 | 0.8219 | 0.3696 |
| 0.4582 | 11.5551 | 117700 | 0.4618 | 0.0114 | 0.3684 | 0.8206 | 0.3684 |
| 0.429 | 11.5649 | 117800 | 0.4600 | 0.0114 | 0.3762 | 0.8239 | 0.3762 |
| 0.4189 | 11.5747 | 117900 | 0.4605 | 0.0114 | 0.3714 | 0.8219 | 0.3714 |
| 0.4146 | 11.5845 | 118000 | 0.4615 | 0.0114 | 0.3722 | 0.8222 | 0.3722 |
| 0.4028 | 11.5943 | 118100 | 0.4584 | 0.0114 | 0.3751 | 0.8233 | 0.3751 |
| 0.4213 | 11.6042 | 118200 | 0.4597 | 0.0114 | 0.3764 | 0.8227 | 0.3764 |
| 0.4618 | 11.6140 | 118300 | 0.4593 | 0.0114 | 0.3711 | 0.8224 | 0.3711 |
| 0.4037 | 11.6238 | 118400 | 0.4564 | 0.0114 | 0.3780 | 0.8228 | 0.3780 |
| 0.4226 | 11.6336 | 118500 | 0.4591 | 0.0114 | 0.3710 | 0.8214 | 0.3710 |
| 0.4395 | 11.6434 | 118600 | 0.4595 | 0.0114 | 0.3733 | 0.8225 | 0.3733 |
| 0.4223 | 11.6532 | 118700 | 0.4564 | 0.0114 | 0.3753 | 0.8232 | 0.3753 |
| 0.443 | 11.6631 | 118800 | 0.4606 | 0.0114 | 0.3650 | 0.8194 | 0.3650 |
| 0.4649 | 11.6729 | 118900 | 0.4595 | 0.0114 | 0.3709 | 0.8204 | 0.3709 |
| 0.5131 | 11.6827 | 119000 | 0.4617 | 0.0114 | 0.3686 | 0.8210 | 0.3686 |
| 0.438 | 11.6925 | 119100 | 0.4573 | 0.0114 | 0.3737 | 0.8217 | 0.3737 |
| 0.3755 | 11.7023 | 119200 | 0.4651 | 0.0114 | 0.3671 | 0.8199 | 0.3671 |
| 0.4539 | 11.7122 | 119300 | 0.4611 | 0.0114 | 0.3686 | 0.8213 | 0.3686 |
| 0.4107 | 11.7220 | 119400 | 0.4594 | 0.0114 | 0.3701 | 0.8219 | 0.3701 |
| 0.4328 | 11.7318 | 119500 | 0.4574 | 0.0114 | 0.3688 | 0.8213 | 0.3688 |
| 0.4467 | 11.7416 | 119600 | 0.4624 | 0.0114 | 0.3675 | 0.8196 | 0.3675 |
| 0.4625 | 11.7514 | 119700 | 0.4574 | 0.0114 | 0.3708 | 0.8209 | 0.3708 |
| 0.454 | 11.7612 | 119800 | 0.4600 | 0.0114 | 0.3778 | 0.8224 | 0.3778 |
| 0.4504 | 11.7711 | 119900 | 0.4593 | 0.0114 | 0.3720 | 0.8222 | 0.3720 |
| 0.375 | 11.7809 | 120000 | 0.4584 | 0.0114 | 0.3723 | 0.8227 | 0.3723 |
| 0.425 | 11.7907 | 120100 | 0.4589 | 0.0114 | 0.3693 | 0.8209 | 0.3693 |
| 0.3862 | 11.8005 | 120200 | 0.4601 | 0.0114 | 0.3702 | 0.8210 | 0.3702 |
| 0.3829 | 11.8103 | 120300 | 0.4587 | 0.0114 | 0.3735 | 0.8230 | 0.3735 |
| 0.43 | 11.8201 | 120400 | 0.4634 | 0.0114 | 0.3713 | 0.8209 | 0.3713 |
| 0.4835 | 11.8300 | 120500 | 0.4569 | 0.0114 | 0.3758 | 0.8219 | 0.3758 |
| 0.4246 | 11.8398 | 120600 | 0.4611 | 0.0114 | 0.3717 | 0.8214 | 0.3717 |
| 0.3799 | 11.8496 | 120700 | 0.4597 | 0.0114 | 0.3706 | 0.8221 | 0.3706 |
| 0.4569 | 11.8594 | 120800 | 0.4588 | 0.0114 | 0.3759 | 0.8208 | 0.3759 |
| 0.4634 | 11.8692 | 120900 | 0.4593 | 0.0114 | 0.3745 | 0.8212 | 0.3745 |
| 0.43 | 11.8790 | 121000 | 0.4585 | 0.0114 | 0.3727 | 0.8224 | 0.3727 |
| 0.4518 | 11.8889 | 121100 | 0.4564 | 0.0114 | 0.3734 | 0.8216 | 0.3734 |
| 0.4017 | 11.8987 | 121200 | 0.4594 | 0.0114 | 0.3662 | 0.8208 | 0.3662 |
| 0.4231 | 11.9085 | 121300 | 0.4600 | 0.0114 | 0.3706 | 0.8219 | 0.3706 |
| 0.4696 | 11.9183 | 121400 | 0.4547 | 0.0114 | 0.3730 | 0.8224 | 0.3730 |
| 0.4441 | 11.9281 | 121500 | 0.4557 | 0.0114 | 0.3718 | 0.8232 | 0.3718 |
| 0.4094 | 11.9380 | 121600 | 0.4585 | 0.0114 | 0.3686 | 0.8218 | 0.3686 |
| 0.4106 | 11.9478 | 121700 | 0.4565 | 0.0114 | 0.3757 | 0.8231 | 0.3757 |
| 0.4636 | 11.9576 | 121800 | 0.4628 | 0.0114 | 0.3739 | 0.8213 | 0.3739 |
| 0.4452 | 11.9674 | 121900 | 0.4584 | 0.0114 | 0.3756 | 0.8212 | 0.3756 |
| 0.4422 | 11.9772 | 122000 | 0.4549 | 0.0114 | 0.3770 | 0.8228 | 0.3770 |
| 0.5152 | 11.9870 | 122100 | 0.4589 | 0.0114 | 0.3716 | 0.8219 | 0.3716 |
| 0.4718 | 11.9969 | 122200 | 0.4574 | 0.0114 | 0.3740 | 0.8224 | 0.3740 |
| 0.4194 | 12.0067 | 122300 | 0.4607 | 0.0114 | 0.3655 | 0.8209 | 0.3655 |
| 0.4114 | 12.0165 | 122400 | 0.4592 | 0.0114 | 0.3654 | 0.8213 | 0.3654 |
| 0.4222 | 12.0263 | 122500 | 0.4538 | 0.0114 | 0.3716 | 0.8233 | 0.3716 |
| 0.3937 | 12.0361 | 122600 | 0.4603 | 0.0114 | 0.3676 | 0.8212 | 0.3676 |
| 0.436 | 12.0459 | 122700 | 0.4576 | 0.0114 | 0.3711 | 0.8220 | 0.3711 |
| 0.3802 | 12.0558 | 122800 | 0.4614 | 0.0114 | 0.3719 | 0.8221 | 0.3719 |
| 0.4013 | 12.0656 | 122900 | 0.4560 | 0.0114 | 0.3751 | 0.8242 | 0.3751 |
| 0.4208 | 12.0754 | 123000 | 0.4554 | 0.0114 | 0.3792 | 0.8249 | 0.3792 |
| 0.3754 | 12.0852 | 123100 | 0.4588 | 0.0114 | 0.3743 | 0.8224 | 0.3743 |
| 0.415 | 12.0950 | 123200 | 0.4586 | 0.0114 | 0.3741 | 0.8227 | 0.3741 |
| 0.4407 | 12.1048 | 123300 | 0.4561 | 0.0114 | 0.3751 | 0.8221 | 0.3751 |
| 0.4649 | 12.1147 | 123400 | 0.4567 | 0.0114 | 0.3815 | 0.8240 | 0.3815 |
| 0.449 | 12.1245 | 123500 | 0.4560 | 0.0114 | 0.3799 | 0.8236 | 0.3799 |
| 0.3881 | 12.1343 | 123600 | 0.4566 | 0.0114 | 0.3777 | 0.8235 | 0.3777 |
| 0.4401 | 12.1441 | 123700 | 0.4580 | 0.0114 | 0.3752 | 0.8221 | 0.3752 |
| 0.3922 | 12.1539 | 123800 | 0.4576 | 0.0114 | 0.3752 | 0.8226 | 0.3752 |
| 0.427 | 12.1638 | 123900 | 0.4564 | 0.0114 | 0.3735 | 0.8224 | 0.3735 |
| 0.3793 | 12.1736 | 124000 | 0.4608 | 0.0114 | 0.3682 | 0.8217 | 0.3682 |
| 0.3652 | 12.1834 | 124100 | 0.4604 | 0.0114 | 0.3762 | 0.8234 | 0.3762 |
| 0.3985 | 12.1932 | 124200 | 0.4596 | 0.0114 | 0.3730 | 0.8223 | 0.3730 |
| 0.3953 | 12.2030 | 124300 | 0.4598 | 0.0114 | 0.3753 | 0.8242 | 0.3753 |
| 0.3663 | 12.2128 | 124400 | 0.4550 | 0.0114 | 0.3714 | 0.8227 | 0.3714 |
| 0.3827 | 12.2227 | 124500 | 0.4600 | 0.0114 | 0.3744 | 0.8221 | 0.3744 |
| 0.393 | 12.2325 | 124600 | 0.4521 | 0.0114 | 0.3764 | 0.8244 | 0.3764 |
| 0.4502 | 12.2423 | 124700 | 0.4587 | 0.0114 | 0.3717 | 0.8217 | 0.3717 |
| 0.4483 | 12.2521 | 124800 | 0.4604 | 0.0114 | 0.3708 | 0.8215 | 0.3708 |
| 0.394 | 12.2619 | 124900 | 0.4629 | 0.0114 | 0.3737 | 0.8212 | 0.3737 |
| 0.4538 | 12.2717 | 125000 | 0.4627 | 0.0114 | 0.3695 | 0.8206 | 0.3695 |
| 0.4307 | 12.2816 | 125100 | 0.4586 | 0.0114 | 0.3744 | 0.8223 | 0.3744 |
| 0.4103 | 12.2914 | 125200 | 0.4568 | 0.0114 | 0.3710 | 0.8219 | 0.3710 |
| 0.3914 | 12.3012 | 125300 | 0.4605 | 0.0114 | 0.3738 | 0.8220 | 0.3738 |
| 0.4188 | 12.3110 | 125400 | 0.4558 | 0.0114 | 0.3797 | 0.8235 | 0.3797 |
| 0.4492 | 12.3208 | 125500 | 0.4604 | 0.0114 | 0.3759 | 0.8221 | 0.3759 |
| 0.4216 | 12.3306 | 125600 | 0.4618 | 0.0114 | 0.3714 | 0.8200 | 0.3714 |
| 0.4407 | 12.3405 | 125700 | 0.4625 | 0.0114 | 0.3738 | 0.8224 | 0.3738 |
| 0.4907 | 12.3503 | 125800 | 0.4533 | 0.0114 | 0.3737 | 0.8238 | 0.3737 |
| 0.4669 | 12.3601 | 125900 | 0.4552 | 0.0114 | 0.3792 | 0.8235 | 0.3792 |
| 0.4512 | 12.3699 | 126000 | 0.4606 | 0.0114 | 0.3722 | 0.8220 | 0.3722 |
| 0.4349 | 12.3797 | 126100 | 0.4593 | 0.0114 | 0.3695 | 0.8217 | 0.3695 |
| 0.4248 | 12.3896 | 126200 | 0.4570 | 0.0114 | 0.3762 | 0.8233 | 0.3762 |
| 0.4743 | 12.3994 | 126300 | 0.4562 | 0.0114 | 0.3765 | 0.8233 | 0.3765 |
| 0.4717 | 12.4092 | 126400 | 0.4539 | 0.0114 | 0.3768 | 0.8238 | 0.3768 |
| 0.3873 | 12.4190 | 126500 | 0.4561 | 0.0114 | 0.3735 | 0.8230 | 0.3735 |
| 0.4338 | 12.4288 | 126600 | 0.4560 | 0.0114 | 0.3746 | 0.8240 | 0.3746 |
| 0.4369 | 12.4386 | 126700 | 0.4605 | 0.0114 | 0.3704 | 0.8213 | 0.3704 |
| 0.4658 | 12.4485 | 126800 | 0.4574 | 0.0114 | 0.3742 | 0.8234 | 0.3742 |
| 0.4517 | 12.4583 | 126900 | 0.4556 | 0.0114 | 0.3742 | 0.8227 | 0.3742 |
| 0.4095 | 12.4681 | 127000 | 0.4557 | 0.0114 | 0.3744 | 0.8237 | 0.3744 |
| 0.4048 | 12.4779 | 127100 | 0.4566 | 0.0114 | 0.3707 | 0.8230 | 0.3707 |
| 0.4544 | 12.4877 | 127200 | 0.4554 | 0.0114 | 0.3788 | 0.8244 | 0.3788 |
| 0.4502 | 12.4975 | 127300 | 0.4573 | 0.0114 | 0.3738 | 0.8229 | 0.3738 |
| 0.4216 | 12.5074 | 127400 | 0.4557 | 0.0114 | 0.3737 | 0.8227 | 0.3737 |
| 0.4078 | 12.5172 | 127500 | 0.4569 | 0.0114 | 0.3710 | 0.8231 | 0.3710 |
| 0.4438 | 12.5270 | 127600 | 0.4574 | 0.0114 | 0.3784 | 0.8230 | 0.3784 |
| 0.4254 | 12.5368 | 127700 | 0.4568 | 0.0114 | 0.3670 | 0.8213 | 0.3670 |
| 0.4248 | 12.5466 | 127800 | 0.4559 | 0.0114 | 0.3771 | 0.8229 | 0.3771 |
| 0.4071 | 12.5565 | 127900 | 0.4540 | 0.0114 | 0.3723 | 0.8230 | 0.3723 |
| 0.4098 | 12.5663 | 128000 | 0.4584 | 0.0114 | 0.3731 | 0.8225 | 0.3731 |
| 0.4232 | 12.5761 | 128100 | 0.4556 | 0.0114 | 0.3715 | 0.8224 | 0.3715 |
| 0.4066 | 12.5859 | 128200 | 0.4538 | 0.0114 | 0.3722 | 0.8227 | 0.3722 |
| 0.3894 | 12.5957 | 128300 | 0.4592 | 0.0114 | 0.3738 | 0.8221 | 0.3738 |
| 0.3714 | 12.6055 | 128400 | 0.4553 | 0.0114 | 0.3751 | 0.8224 | 0.3751 |
| 0.3996 | 12.6154 | 128500 | 0.4561 | 0.0114 | 0.3746 | 0.8236 | 0.3746 |
| 0.4044 | 12.6252 | 128600 | 0.4565 | 0.0114 | 0.3718 | 0.8234 | 0.3718 |
| 0.4532 | 12.6350 | 128700 | 0.4578 | 0.0114 | 0.3738 | 0.8222 | 0.3738 |
| 0.4088 | 12.6448 | 128800 | 0.4562 | 0.0114 | 0.3770 | 0.8232 | 0.3770 |
| 0.402 | 12.6546 | 128900 | 0.4548 | 0.0114 | 0.3783 | 0.8236 | 0.3783 |
| 0.3836 | 12.6644 | 129000 | 0.4522 | 0.0114 | 0.3739 | 0.8229 | 0.3739 |
| 0.3667 | 12.6743 | 129100 | 0.4566 | 0.0114 | 0.3766 | 0.8231 | 0.3766 |
| 0.4212 | 12.6841 | 129200 | 0.4553 | 0.0114 | 0.3777 | 0.8219 | 0.3777 |
| 0.4438 | 12.6939 | 129300 | 0.4560 | 0.0114 | 0.3757 | 0.8238 | 0.3757 |
| 0.4279 | 12.7037 | 129400 | 0.4549 | 0.0114 | 0.3755 | 0.8231 | 0.3755 |
| 0.4351 | 12.7135 | 129500 | 0.4604 | 0.0114 | 0.3735 | 0.8213 | 0.3735 |
| 0.4536 | 12.7233 | 129600 | 0.4550 | 0.0114 | 0.3757 | 0.8224 | 0.3757 |
| 0.4611 | 12.7332 | 129700 | 0.4520 | 0.0114 | 0.3788 | 0.8249 | 0.3788 |
| 0.4325 | 12.7430 | 129800 | 0.4594 | 0.0114 | 0.3752 | 0.8230 | 0.3752 |
| 0.3858 | 12.7528 | 129900 | 0.4541 | 0.0114 | 0.3821 | 0.8250 | 0.3821 |
| 0.4238 | 12.7626 | 130000 | 0.4511 | 0.0114 | 0.3855 | 0.8261 | 0.3855 |
| 0.4754 | 12.7724 | 130100 | 0.4592 | 0.0114 | 0.3686 | 0.8213 | 0.3686 |
| 0.4983 | 12.7823 | 130200 | 0.4535 | 0.0114 | 0.3736 | 0.8231 | 0.3736 |
| 0.4417 | 12.7921 | 130300 | 0.4524 | 0.0114 | 0.3781 | 0.8250 | 0.3781 |
| 0.4863 | 12.8019 | 130400 | 0.4550 | 0.0114 | 0.3702 | 0.8235 | 0.3702 |
| 0.3927 | 12.8117 | 130500 | 0.4520 | 0.0114 | 0.3802 | 0.8256 | 0.3802 |
| 0.5019 | 12.8215 | 130600 | 0.4533 | 0.0114 | 0.3750 | 0.8235 | 0.3750 |
| 0.4571 | 12.8313 | 130700 | 0.4539 | 0.0114 | 0.3777 | 0.8235 | 0.3777 |
| 0.4004 | 12.8412 | 130800 | 0.4505 | 0.0114 | 0.3764 | 0.8240 | 0.3764 |
| 0.4153 | 12.8510 | 130900 | 0.4511 | 0.0114 | 0.3748 | 0.8233 | 0.3748 |
| 0.398 | 12.8608 | 131000 | 0.4610 | 0.0114 | 0.3684 | 0.8217 | 0.3684 |
| 0.4671 | 12.8706 | 131100 | 0.4562 | 0.0114 | 0.3728 | 0.8232 | 0.3728 |
| 0.4517 | 12.8804 | 131200 | 0.4532 | 0.0114 | 0.3735 | 0.8236 | 0.3735 |
| 0.4221 | 12.8902 | 131300 | 0.4538 | 0.0114 | 0.3768 | 0.8232 | 0.3768 |
| 0.4051 | 12.9001 | 131400 | 0.4490 | 0.0114 | 0.3817 | 0.8262 | 0.3817 |
| 0.4188 | 12.9099 | 131500 | 0.4530 | 0.0114 | 0.3787 | 0.8242 | 0.3787 |
| 0.4404 | 12.9197 | 131600 | 0.4516 | 0.0114 | 0.3828 | 0.8245 | 0.3828 |
| 0.4076 | 12.9295 | 131700 | 0.4569 | 0.0114 | 0.3716 | 0.8231 | 0.3716 |
| 0.4628 | 12.9393 | 131800 | 0.4558 | 0.0114 | 0.3763 | 0.8221 | 0.3763 |
| 0.4438 | 12.9491 | 131900 | 0.4566 | 0.0114 | 0.3731 | 0.8229 | 0.3731 |
| 0.4307 | 12.9590 | 132000 | 0.4517 | 0.0114 | 0.3821 | 0.8247 | 0.3821 |
| 0.381 | 12.9688 | 132100 | 0.4561 | 0.0114 | 0.3766 | 0.8236 | 0.3766 |
| 0.4508 | 12.9786 | 132200 | 0.4570 | 0.0114 | 0.3716 | 0.8228 | 0.3716 |
| 0.4829 | 12.9884 | 132300 | 0.4545 | 0.0114 | 0.3754 | 0.8231 | 0.3754 |
| 0.3615 | 12.9982 | 132400 | 0.4514 | 0.0114 | 0.3757 | 0.8236 | 0.3757 |
| 0.392 | 13.0081 | 132500 | 0.4587 | 0.0114 | 0.3730 | 0.8218 | 0.3730 |
| 0.433 | 13.0179 | 132600 | 0.4559 | 0.0114 | 0.3757 | 0.8227 | 0.3757 |
| 0.4444 | 13.0277 | 132700 | 0.4558 | 0.0114 | 0.3702 | 0.8227 | 0.3702 |
| 0.3964 | 13.0375 | 132800 | 0.4600 | 0.0114 | 0.3757 | 0.8237 | 0.3757 |
| 0.3902 | 13.0473 | 132900 | 0.4541 | 0.0114 | 0.3784 | 0.8248 | 0.3784 |
| 0.4336 | 13.0571 | 133000 | 0.4582 | 0.0114 | 0.3751 | 0.8227 | 0.3751 |
| 0.3766 | 13.0670 | 133100 | 0.4534 | 0.0114 | 0.3788 | 0.8250 | 0.3788 |
| 0.4368 | 13.0768 | 133200 | 0.4594 | 0.0114 | 0.3724 | 0.8220 | 0.3724 |
| 0.4262 | 13.0866 | 133300 | 0.4571 | 0.0114 | 0.3675 | 0.8202 | 0.3675 |
| 0.4241 | 13.0964 | 133400 | 0.4524 | 0.0114 | 0.3775 | 0.8245 | 0.3775 |
| 0.4369 | 13.1062 | 133500 | 0.4576 | 0.0114 | 0.3822 | 0.8241 | 0.3822 |
| 0.428 | 13.1160 | 133600 | 0.4542 | 0.0114 | 0.3759 | 0.8242 | 0.3759 |
| 0.4047 | 13.1259 | 133700 | 0.4574 | 0.0114 | 0.3759 | 0.8237 | 0.3759 |
| 0.4205 | 13.1357 | 133800 | 0.4562 | 0.0114 | 0.3785 | 0.8231 | 0.3785 |
| 0.4058 | 13.1455 | 133900 | 0.4569 | 0.0114 | 0.3787 | 0.8224 | 0.3787 |
| 0.4089 | 13.1553 | 134000 | 0.4537 | 0.0114 | 0.3822 | 0.8250 | 0.3822 |
| 0.4193 | 13.1651 | 134100 | 0.4557 | 0.0114 | 0.3762 | 0.8229 | 0.3762 |
| 0.4414 | 13.1749 | 134200 | 0.4551 | 0.0114 | 0.3739 | 0.8225 | 0.3739 |
| 0.3962 | 13.1848 | 134300 | 0.4514 | 0.0114 | 0.3821 | 0.8250 | 0.3821 |
| 0.4188 | 13.1946 | 134400 | 0.4558 | 0.0114 | 0.3773 | 0.8235 | 0.3773 |
| 0.4406 | 13.2044 | 134500 | 0.4561 | 0.0114 | 0.3793 | 0.8233 | 0.3793 |
| 0.4522 | 13.2142 | 134600 | 0.4560 | 0.0114 | 0.3735 | 0.8231 | 0.3735 |
| 0.4243 | 13.2240 | 134700 | 0.4586 | 0.0114 | 0.3772 | 0.8230 | 0.3772 |
| 0.4034 | 13.2339 | 134800 | 0.4565 | 0.0114 | 0.3686 | 0.8216 | 0.3686 |
| 0.4358 | 13.2437 | 134900 | 0.4566 | 0.0114 | 0.3786 | 0.8239 | 0.3786 |
| 0.4139 | 13.2535 | 135000 | 0.4558 | 0.0114 | 0.3768 | 0.8248 | 0.3768 |
| 0.3974 | 13.2633 | 135100 | 0.4515 | 0.0114 | 0.3813 | 0.8245 | 0.3813 |
| 0.442 | 13.2731 | 135200 | 0.4518 | 0.0114 | 0.3799 | 0.8253 | 0.3799 |
| 0.4444 | 13.2829 | 135300 | 0.4541 | 0.0114 | 0.3754 | 0.8238 | 0.3754 |
| 0.4038 | 13.2928 | 135400 | 0.4543 | 0.0114 | 0.3804 | 0.8247 | 0.3804 |
| 0.3909 | 13.3026 | 135500 | 0.4541 | 0.0114 | 0.3746 | 0.8222 | 0.3746 |
| 0.4578 | 13.3124 | 135600 | 0.4508 | 0.0114 | 0.3865 | 0.8266 | 0.3865 |
| 0.4063 | 13.3222 | 135700 | 0.4602 | 0.0114 | 0.3800 | 0.8239 | 0.3800 |
| 0.4022 | 13.3320 | 135800 | 0.4559 | 0.0114 | 0.3728 | 0.8221 | 0.3728 |
| 0.3955 | 13.3418 | 135900 | 0.4585 | 0.0114 | 0.3774 | 0.8220 | 0.3774 |
| 0.4307 | 13.3517 | 136000 | 0.4534 | 0.0114 | 0.3772 | 0.8240 | 0.3772 |
| 0.4444 | 13.3615 | 136100 | 0.4525 | 0.0114 | 0.3757 | 0.8241 | 0.3757 |
| 0.442 | 13.3713 | 136200 | 0.4510 | 0.0114 | 0.3797 | 0.8244 | 0.3797 |
| 0.433 | 13.3811 | 136300 | 0.4528 | 0.0114 | 0.3810 | 0.8247 | 0.3810 |
| 0.4143 | 13.3909 | 136400 | 0.4491 | 0.0114 | 0.3866 | 0.8257 | 0.3866 |
| 0.4056 | 13.4007 | 136500 | 0.4552 | 0.0114 | 0.3742 | 0.8229 | 0.3742 |
| 0.4173 | 13.4106 | 136600 | 0.4560 | 0.0114 | 0.3764 | 0.8237 | 0.3764 |
| 0.4574 | 13.4204 | 136700 | 0.4540 | 0.0114 | 0.3778 | 0.8238 | 0.3778 |
| 0.3845 | 13.4302 | 136800 | 0.4556 | 0.0114 | 0.3744 | 0.8231 | 0.3744 |
| 0.3953 | 13.4400 | 136900 | 0.4537 | 0.0114 | 0.3746 | 0.8226 | 0.3746 |
| 0.4267 | 13.4498 | 137000 | 0.4545 | 0.0114 | 0.3786 | 0.8244 | 0.3786 |
| 0.4164 | 13.4597 | 137100 | 0.4583 | 0.0114 | 0.3774 | 0.8238 | 0.3774 |
| 0.4211 | 13.4695 | 137200 | 0.4539 | 0.0114 | 0.3740 | 0.8229 | 0.3740 |
| 0.426 | 13.4793 | 137300 | 0.4540 | 0.0114 | 0.3768 | 0.8234 | 0.3768 |
| 0.4078 | 13.4891 | 137400 | 0.4534 | 0.0114 | 0.3787 | 0.8248 | 0.3787 |
| 0.4631 | 13.4989 | 137500 | 0.4515 | 0.0114 | 0.3806 | 0.8237 | 0.3806 |
| 0.3732 | 13.5087 | 137600 | 0.4549 | 0.0114 | 0.3757 | 0.8224 | 0.3757 |
| 0.4071 | 13.5186 | 137700 | 0.4540 | 0.0114 | 0.3764 | 0.8240 | 0.3764 |
| 0.4199 | 13.5284 | 137800 | 0.4484 | 0.0114 | 0.3838 | 0.8258 | 0.3838 |
| 0.4276 | 13.5382 | 137900 | 0.4544 | 0.0114 | 0.3788 | 0.8241 | 0.3788 |
| 0.4233 | 13.5480 | 138000 | 0.4519 | 0.0114 | 0.3811 | 0.8245 | 0.3811 |
| 0.4415 | 13.5578 | 138100 | 0.4541 | 0.0114 | 0.3804 | 0.8221 | 0.3804 |
| 0.4115 | 13.5676 | 138200 | 0.4582 | 0.0114 | 0.3795 | 0.8223 | 0.3795 |
| 0.4486 | 13.5775 | 138300 | 0.4517 | 0.0114 | 0.3781 | 0.8252 | 0.3781 |
| 0.3808 | 13.5873 | 138400 | 0.4552 | 0.0114 | 0.3784 | 0.8233 | 0.3784 |
| 0.3858 | 13.5971 | 138500 | 0.4526 | 0.0114 | 0.3780 | 0.8232 | 0.3780 |
| 0.4291 | 13.6069 | 138600 | 0.4530 | 0.0114 | 0.3767 | 0.8241 | 0.3767 |
| 0.429 | 13.6167 | 138700 | 0.4579 | 0.0114 | 0.3763 | 0.8228 | 0.3763 |
| 0.4605 | 13.6265 | 138800 | 0.4529 | 0.0114 | 0.3773 | 0.8241 | 0.3773 |
| 0.4182 | 13.6364 | 138900 | 0.4517 | 0.0114 | 0.3809 | 0.8241 | 0.3809 |
| 0.3844 | 13.6462 | 139000 | 0.4567 | 0.0114 | 0.3710 | 0.8220 | 0.3710 |
| 0.4209 | 13.6560 | 139100 | 0.4528 | 0.0114 | 0.3781 | 0.8242 | 0.3781 |
| 0.3941 | 13.6658 | 139200 | 0.4498 | 0.0114 | 0.3797 | 0.8245 | 0.3797 |
| 0.4006 | 13.6756 | 139300 | 0.4548 | 0.0114 | 0.3800 | 0.8237 | 0.3800 |
| 0.4033 | 13.6855 | 139400 | 0.4522 | 0.0114 | 0.3811 | 0.8245 | 0.3811 |
| 0.4298 | 13.6953 | 139500 | 0.4498 | 0.0114 | 0.3786 | 0.8244 | 0.3786 |
| 0.4227 | 13.7051 | 139600 | 0.4512 | 0.0114 | 0.3786 | 0.8246 | 0.3786 |
| 0.4361 | 13.7149 | 139700 | 0.4538 | 0.0114 | 0.3790 | 0.8247 | 0.3790 |
| 0.4245 | 13.7247 | 139800 | 0.4517 | 0.0114 | 0.3816 | 0.8252 | 0.3816 |
| 0.4361 | 13.7345 | 139900 | 0.4539 | 0.0114 | 0.3826 | 0.8241 | 0.3826 |
| 0.4614 | 13.7444 | 140000 | 0.4493 | 0.0114 | 0.3837 | 0.8260 | 0.3837 |
| 0.4538 | 13.7542 | 140100 | 0.4561 | 0.0114 | 0.3839 | 0.8248 | 0.3839 |
| 0.4048 | 13.7640 | 140200 | 0.4516 | 0.0114 | 0.3781 | 0.8248 | 0.3781 |
| 0.463 | 13.7738 | 140300 | 0.4520 | 0.0114 | 0.3823 | 0.8253 | 0.3823 |
| 0.4665 | 13.7836 | 140400 | 0.4545 | 0.0114 | 0.3764 | 0.8238 | 0.3764 |
| 0.4418 | 13.7934 | 140500 | 0.4516 | 0.0114 | 0.3761 | 0.8245 | 0.3761 |
| 0.4292 | 13.8033 | 140600 | 0.4525 | 0.0114 | 0.3783 | 0.8238 | 0.3783 |
| 0.4194 | 13.8131 | 140700 | 0.4551 | 0.0114 | 0.3755 | 0.8227 | 0.3755 |
| 0.4375 | 13.8229 | 140800 | 0.4536 | 0.0114 | 0.3839 | 0.8252 | 0.3839 |
| 0.4443 | 13.8327 | 140900 | 0.4506 | 0.0114 | 0.3786 | 0.8241 | 0.3786 |
| 0.4395 | 13.8425 | 141000 | 0.4525 | 0.0114 | 0.3797 | 0.8251 | 0.3797 |
| 0.4435 | 13.8523 | 141100 | 0.4520 | 0.0114 | 0.3747 | 0.8240 | 0.3747 |
| 0.3885 | 13.8622 | 141200 | 0.4488 | 0.0114 | 0.3824 | 0.8251 | 0.3824 |
| 0.4276 | 13.8720 | 141300 | 0.4573 | 0.0114 | 0.3807 | 0.8237 | 0.3807 |
| 0.4589 | 13.8818 | 141400 | 0.4520 | 0.0114 | 0.3793 | 0.8239 | 0.3793 |
| 0.4741 | 13.8916 | 141500 | 0.4497 | 0.0114 | 0.3826 | 0.8260 | 0.3826 |
| 0.4051 | 13.9014 | 141600 | 0.4506 | 0.0114 | 0.3833 | 0.8257 | 0.3833 |
| 0.4284 | 13.9113 | 141700 | 0.4505 | 0.0114 | 0.3804 | 0.8254 | 0.3804 |
| 0.42 | 13.9211 | 141800 | 0.4533 | 0.0114 | 0.3765 | 0.8243 | 0.3765 |
| 0.4413 | 13.9309 | 141900 | 0.4541 | 0.0114 | 0.3798 | 0.8235 | 0.3798 |
| 0.4297 | 13.9407 | 142000 | 0.4558 | 0.0114 | 0.3827 | 0.8234 | 0.3827 |
| 0.4136 | 13.9505 | 142100 | 0.4516 | 0.0114 | 0.3774 | 0.8237 | 0.3774 |
| 0.4069 | 13.9603 | 142200 | 0.4574 | 0.0114 | 0.3761 | 0.8228 | 0.3761 |
| 0.4471 | 13.9702 | 142300 | 0.4520 | 0.0114 | 0.3822 | 0.8245 | 0.3822 |
| 0.4051 | 13.9800 | 142400 | 0.4537 | 0.0114 | 0.3793 | 0.8231 | 0.3793 |
| 0.438 | 13.9898 | 142500 | 0.4526 | 0.0114 | 0.3800 | 0.8252 | 0.3800 |
| 0.4133 | 13.9996 | 142600 | 0.4581 | 0.0114 | 0.3788 | 0.8231 | 0.3788 |
| 0.3877 | 14.0094 | 142700 | 0.4518 | 0.0114 | 0.3839 | 0.8255 | 0.3839 |
| 0.3919 | 14.0192 | 142800 | 0.4496 | 0.0114 | 0.3846 | 0.8260 | 0.3846 |
| 0.4188 | 14.0291 | 142900 | 0.4538 | 0.0114 | 0.3762 | 0.8240 | 0.3762 |
| 0.3711 | 14.0389 | 143000 | 0.4520 | 0.0114 | 0.3851 | 0.8262 | 0.3851 |
| 0.4445 | 14.0487 | 143100 | 0.4527 | 0.0114 | 0.3797 | 0.8247 | 0.3797 |
| 0.4132 | 14.0585 | 143200 | 0.4642 | 0.0114 | 0.3725 | 0.8204 | 0.3725 |
| 0.4432 | 14.0683 | 143300 | 0.4498 | 0.0114 | 0.3813 | 0.8253 | 0.3813 |
| 0.4068 | 14.0781 | 143400 | 0.4518 | 0.0114 | 0.3873 | 0.8264 | 0.3873 |
| 0.4463 | 14.0880 | 143500 | 0.4494 | 0.0114 | 0.3779 | 0.8249 | 0.3779 |
| 0.4009 | 14.0978 | 143600 | 0.4515 | 0.0114 | 0.3855 | 0.8257 | 0.3855 |
| 0.4112 | 14.1076 | 143700 | 0.4506 | 0.0114 | 0.3796 | 0.8257 | 0.3796 |
| 0.3897 | 14.1174 | 143800 | 0.4522 | 0.0114 | 0.3842 | 0.8265 | 0.3842 |
| 0.4529 | 14.1272 | 143900 | 0.4523 | 0.0114 | 0.3809 | 0.8248 | 0.3809 |
| 0.4093 | 14.1371 | 144000 | 0.4516 | 0.0114 | 0.3759 | 0.8244 | 0.3759 |
| 0.4115 | 14.1469 | 144100 | 0.4486 | 0.0114 | 0.3822 | 0.8252 | 0.3822 |
| 0.3937 | 14.1567 | 144200 | 0.4508 | 0.0114 | 0.3811 | 0.8239 | 0.3811 |
| 0.463 | 14.1665 | 144300 | 0.4574 | 0.0114 | 0.3817 | 0.8241 | 0.3817 |
| 0.3684 | 14.1763 | 144400 | 0.4523 | 0.0114 | 0.3858 | 0.8276 | 0.3858 |
| 0.4175 | 14.1861 | 144500 | 0.4577 | 0.0114 | 0.3759 | 0.8222 | 0.3759 |
| 0.4101 | 14.1960 | 144600 | 0.4515 | 0.0114 | 0.3765 | 0.8243 | 0.3765 |
| 0.4218 | 14.2058 | 144700 | 0.4517 | 0.0114 | 0.3791 | 0.8247 | 0.3791 |
| 0.3843 | 14.2156 | 144800 | 0.4487 | 0.0114 | 0.3786 | 0.8263 | 0.3786 |
| 0.4265 | 14.2254 | 144900 | 0.4478 | 0.0114 | 0.3797 | 0.8257 | 0.3797 |
| 0.4395 | 14.2352 | 145000 | 0.4567 | 0.0114 | 0.3777 | 0.8242 | 0.3777 |
| 0.3853 | 14.2450 | 145100 | 0.4528 | 0.0114 | 0.3824 | 0.8255 | 0.3824 |
| 0.4558 | 14.2549 | 145200 | 0.4561 | 0.0114 | 0.3779 | 0.8240 | 0.3779 |
| 0.3689 | 14.2647 | 145300 | 0.4515 | 0.0114 | 0.3769 | 0.8238 | 0.3769 |
| 0.3799 | 14.2745 | 145400 | 0.4525 | 0.0114 | 0.3801 | 0.8252 | 0.3801 |
| 0.4063 | 14.2843 | 145500 | 0.4529 | 0.0114 | 0.3793 | 0.8248 | 0.3793 |
| 0.4327 | 14.2941 | 145600 | 0.4502 | 0.0114 | 0.3843 | 0.8254 | 0.3843 |
| 0.3975 | 14.3039 | 145700 | 0.4548 | 0.0114 | 0.3776 | 0.8243 | 0.3776 |
| 0.4308 | 14.3138 | 145800 | 0.4490 | 0.0114 | 0.3803 | 0.8260 | 0.3803 |
| 0.4745 | 14.3236 | 145900 | 0.4542 | 0.0114 | 0.3763 | 0.8233 | 0.3763 |
| 0.3822 | 14.3334 | 146000 | 0.4526 | 0.0114 | 0.3746 | 0.8235 | 0.3746 |
| 0.4011 | 14.3432 | 146100 | 0.4512 | 0.0114 | 0.3822 | 0.8247 | 0.3822 |
| 0.4175 | 14.3530 | 146200 | 0.4525 | 0.0114 | 0.3801 | 0.8238 | 0.3801 |
| 0.4082 | 14.3629 | 146300 | 0.4497 | 0.0114 | 0.3837 | 0.8260 | 0.3837 |
| 0.39 | 14.3727 | 146400 | 0.4495 | 0.0114 | 0.3858 | 0.8258 | 0.3858 |
| 0.4011 | 14.3825 | 146500 | 0.4533 | 0.0114 | 0.3786 | 0.8255 | 0.3786 |
| 0.4707 | 14.3923 | 146600 | 0.4511 | 0.0114 | 0.3811 | 0.8260 | 0.3811 |
| 0.4602 | 14.4021 | 146700 | 0.4508 | 0.0114 | 0.3837 | 0.8256 | 0.3837 |
| 0.4011 | 14.4119 | 146800 | 0.4508 | 0.0114 | 0.3852 | 0.8257 | 0.3852 |
| 0.4046 | 14.4218 | 146900 | 0.4498 | 0.0114 | 0.3788 | 0.8255 | 0.3788 |
| 0.4187 | 14.4316 | 147000 | 0.4493 | 0.0114 | 0.3849 | 0.8259 | 0.3849 |
| 0.3642 | 14.4414 | 147100 | 0.4502 | 0.0114 | 0.3782 | 0.8243 | 0.3782 |
| 0.4057 | 14.4512 | 147200 | 0.4459 | 0.0114 | 0.3820 | 0.8274 | 0.3820 |
| 0.403 | 14.4610 | 147300 | 0.4477 | 0.0114 | 0.3842 | 0.8257 | 0.3842 |
| 0.3813 | 14.4708 | 147400 | 0.4513 | 0.0114 | 0.3771 | 0.8245 | 0.3771 |
| 0.401 | 14.4807 | 147500 | 0.4468 | 0.0114 | 0.3815 | 0.8258 | 0.3815 |
| 0.4268 | 14.4905 | 147600 | 0.4510 | 0.0114 | 0.3775 | 0.8237 | 0.3775 |
| 0.4268 | 14.5003 | 147700 | 0.4476 | 0.0114 | 0.3817 | 0.8268 | 0.3817 |
| 0.4094 | 14.5101 | 147800 | 0.4497 | 0.0114 | 0.3786 | 0.8256 | 0.3786 |
| 0.3932 | 14.5199 | 147900 | 0.4498 | 0.0114 | 0.3759 | 0.8246 | 0.3759 |
| 0.3742 | 14.5297 | 148000 | 0.4519 | 0.0114 | 0.3795 | 0.8253 | 0.3795 |
| 0.4101 | 14.5396 | 148100 | 0.4514 | 0.0114 | 0.3813 | 0.8252 | 0.3813 |
| 0.3732 | 14.5494 | 148200 | 0.4503 | 0.0114 | 0.3786 | 0.8252 | 0.3786 |
| 0.4318 | 14.5592 | 148300 | 0.4510 | 0.0114 | 0.3825 | 0.8251 | 0.3825 |
| 0.4364 | 14.5690 | 148400 | 0.4510 | 0.0114 | 0.3789 | 0.8258 | 0.3789 |
| 0.4222 | 14.5788 | 148500 | 0.4522 | 0.0114 | 0.3812 | 0.8252 | 0.3812 |
| 0.407 | 14.5887 | 148600 | 0.4542 | 0.0114 | 0.3823 | 0.8241 | 0.3823 |
| 0.4355 | 14.5985 | 148700 | 0.4506 | 0.0114 | 0.3778 | 0.8248 | 0.3778 |
| 0.423 | 14.6083 | 148800 | 0.4540 | 0.0114 | 0.3746 | 0.8239 | 0.3746 |
| 0.3837 | 14.6181 | 148900 | 0.4488 | 0.0114 | 0.3815 | 0.8260 | 0.3815 |
| 0.4074 | 14.6279 | 149000 | 0.4530 | 0.0114 | 0.3826 | 0.8246 | 0.3826 |
| 0.3939 | 14.6377 | 149100 | 0.4554 | 0.0114 | 0.3831 | 0.8251 | 0.3831 |
| 0.3966 | 14.6476 | 149200 | 0.4504 | 0.0114 | 0.3818 | 0.8263 | 0.3818 |
| 0.4399 | 14.6574 | 149300 | 0.4484 | 0.0114 | 0.3834 | 0.8264 | 0.3834 |
| 0.434 | 14.6672 | 149400 | 0.4497 | 0.0114 | 0.3840 | 0.8258 | 0.3840 |
| 0.3885 | 14.6770 | 149500 | 0.4531 | 0.0114 | 0.3795 | 0.8243 | 0.3795 |
| 0.4635 | 14.6868 | 149600 | 0.4501 | 0.0114 | 0.3856 | 0.8258 | 0.3856 |
| 0.4255 | 14.6966 | 149700 | 0.4497 | 0.0114 | 0.3806 | 0.8252 | 0.3806 |
| 0.3999 | 14.7065 | 149800 | 0.4537 | 0.0114 | 0.3808 | 0.8255 | 0.3808 |
| 0.452 | 14.7163 | 149900 | 0.4533 | 0.0114 | 0.3826 | 0.8255 | 0.3826 |
| 0.5083 | 14.7261 | 150000 | 0.4484 | 0.0114 | 0.3812 | 0.8255 | 0.3812 |
| 0.4142 | 14.7359 | 150100 | 0.4505 | 0.0114 | 0.3775 | 0.8253 | 0.3775 |
| 0.4108 | 14.7457 | 150200 | 0.4509 | 0.0114 | 0.3795 | 0.8256 | 0.3795 |
| 0.3795 | 14.7555 | 150300 | 0.4491 | 0.0114 | 0.3808 | 0.8258 | 0.3808 |
| 0.4499 | 14.7654 | 150400 | 0.4524 | 0.0114 | 0.3812 | 0.8247 | 0.3812 |
| 0.3543 | 14.7752 | 150500 | 0.4489 | 0.0114 | 0.3842 | 0.8270 | 0.3842 |
| 0.4423 | 14.7850 | 150600 | 0.4506 | 0.0114 | 0.3851 | 0.8257 | 0.3851 |
| 0.4267 | 14.7948 | 150700 | 0.4469 | 0.0114 | 0.3831 | 0.8267 | 0.3831 |
| 0.4366 | 14.8046 | 150800 | 0.4498 | 0.0114 | 0.3823 | 0.8254 | 0.3823 |
| 0.3989 | 14.8145 | 150900 | 0.4483 | 0.0114 | 0.3831 | 0.8266 | 0.3831 |
| 0.4009 | 14.8243 | 151000 | 0.4469 | 0.0114 | 0.3851 | 0.8268 | 0.3851 |
| 0.3615 | 14.8341 | 151100 | 0.4480 | 0.0114 | 0.3895 | 0.8268 | 0.3895 |
| 0.3818 | 14.8439 | 151200 | 0.4462 | 0.0114 | 0.3799 | 0.8252 | 0.3799 |
| 0.4554 | 14.8537 | 151300 | 0.4525 | 0.0114 | 0.3789 | 0.8236 | 0.3789 |
| 0.4687 | 14.8635 | 151400 | 0.4473 | 0.0114 | 0.3863 | 0.8260 | 0.3863 |
| 0.4421 | 14.8734 | 151500 | 0.4602 | 0.0114 | 0.3774 | 0.8230 | 0.3774 |
| 0.392 | 14.8832 | 151600 | 0.4488 | 0.0114 | 0.3829 | 0.8253 | 0.3829 |
| 0.3961 | 14.8930 | 151700 | 0.4496 | 0.0114 | 0.3860 | 0.8265 | 0.3860 |
| 0.3864 | 14.9028 | 151800 | 0.4491 | 0.0114 | 0.3858 | 0.8260 | 0.3858 |
| 0.4458 | 14.9126 | 151900 | 0.4463 | 0.0114 | 0.3865 | 0.8264 | 0.3865 |
| 0.448 | 14.9224 | 152000 | 0.4466 | 0.0114 | 0.3832 | 0.8260 | 0.3832 |
| 0.4347 | 14.9323 | 152100 | 0.4512 | 0.0114 | 0.3797 | 0.8240 | 0.3797 |
| 0.4635 | 14.9421 | 152200 | 0.4496 | 0.0114 | 0.3801 | 0.8254 | 0.3801 |
| 0.4125 | 14.9519 | 152300 | 0.4460 | 0.0114 | 0.3837 | 0.8264 | 0.3837 |
| 0.4343 | 14.9617 | 152400 | 0.4509 | 0.0114 | 0.3855 | 0.8261 | 0.3855 |
| 0.4566 | 14.9715 | 152500 | 0.4550 | 0.0114 | 0.3811 | 0.8241 | 0.3811 |
| 0.4171 | 14.9813 | 152600 | 0.4505 | 0.0114 | 0.3837 | 0.8257 | 0.3837 |
| 0.3968 | 14.9912 | 152700 | 0.4547 | 0.0114 | 0.3817 | 0.8238 | 0.3817 |
| 0.3676 | 15.0010 | 152800 | 0.4461 | 0.0114 | 0.3833 | 0.8255 | 0.3833 |
| 0.4227 | 15.0108 | 152900 | 0.4520 | 0.0114 | 0.3786 | 0.8246 | 0.3786 |
| 0.4036 | 15.0206 | 153000 | 0.4527 | 0.0114 | 0.3829 | 0.8258 | 0.3829 |
| 0.4071 | 15.0304 | 153100 | 0.4528 | 0.0114 | 0.3777 | 0.8241 | 0.3777 |
| 0.3965 | 15.0403 | 153200 | 0.4504 | 0.0114 | 0.3842 | 0.8249 | 0.3842 |
| 0.4007 | 15.0501 | 153300 | 0.4506 | 0.0114 | 0.3819 | 0.8248 | 0.3819 |
| 0.4048 | 15.0599 | 153400 | 0.4538 | 0.0114 | 0.3795 | 0.8238 | 0.3795 |
| 0.3987 | 15.0697 | 153500 | 0.4504 | 0.0114 | 0.3816 | 0.8252 | 0.3816 |
| 0.4031 | 15.0795 | 153600 | 0.4496 | 0.0114 | 0.3853 | 0.8258 | 0.3853 |
| 0.4015 | 15.0893 | 153700 | 0.4515 | 0.0114 | 0.3831 | 0.8252 | 0.3831 |
| 0.4202 | 15.0992 | 153800 | 0.4506 | 0.0114 | 0.3842 | 0.8256 | 0.3842 |
| 0.3996 | 15.1090 | 153900 | 0.4519 | 0.0114 | 0.3840 | 0.8260 | 0.3840 |
| 0.478 | 15.1188 | 154000 | 0.4506 | 0.0114 | 0.3835 | 0.8252 | 0.3835 |
| 0.377 | 15.1286 | 154100 | 0.4547 | 0.0114 | 0.3878 | 0.8259 | 0.3878 |
| 0.4331 | 15.1384 | 154200 | 0.4498 | 0.0114 | 0.3829 | 0.8259 | 0.3829 |
| 0.369 | 15.1482 | 154300 | 0.4516 | 0.0114 | 0.3849 | 0.8253 | 0.3849 |
| 0.3458 | 15.1581 | 154400 | 0.4471 | 0.0114 | 0.3887 | 0.8273 | 0.3887 |
| 0.3477 | 15.1679 | 154500 | 0.4488 | 0.0114 | 0.3884 | 0.8266 | 0.3884 |
| 0.4698 | 15.1777 | 154600 | 0.4498 | 0.0114 | 0.3833 | 0.8264 | 0.3833 |
| 0.4246 | 15.1875 | 154700 | 0.4485 | 0.0114 | 0.3862 | 0.8268 | 0.3862 |
| 0.4219 | 15.1973 | 154800 | 0.4508 | 0.0114 | 0.3809 | 0.8257 | 0.3809 |
| 0.4525 | 15.2071 | 154900 | 0.4484 | 0.0114 | 0.3857 | 0.8267 | 0.3857 |
| 0.4302 | 15.2170 | 155000 | 0.4546 | 0.0114 | 0.3794 | 0.8245 | 0.3794 |
| 0.413 | 15.2268 | 155100 | 0.4524 | 0.0114 | 0.3821 | 0.8250 | 0.3821 |
| 0.4112 | 15.2366 | 155200 | 0.4517 | 0.0114 | 0.3855 | 0.8257 | 0.3855 |
| 0.3684 | 15.2464 | 155300 | 0.4472 | 0.0114 | 0.3850 | 0.8265 | 0.3850 |
| 0.4137 | 15.2562 | 155400 | 0.4492 | 0.0114 | 0.3838 | 0.8270 | 0.3838 |
| 0.4139 | 15.2661 | 155500 | 0.4474 | 0.0114 | 0.3894 | 0.8268 | 0.3894 |
| 0.4048 | 15.2759 | 155600 | 0.4497 | 0.0114 | 0.3766 | 0.8241 | 0.3766 |
| 0.372 | 15.2857 | 155700 | 0.4488 | 0.0114 | 0.3814 | 0.8260 | 0.3814 |
| 0.3926 | 15.2955 | 155800 | 0.4494 | 0.0114 | 0.3829 | 0.8268 | 0.3829 |
| 0.3835 | 15.3053 | 155900 | 0.4485 | 0.0114 | 0.3837 | 0.8266 | 0.3837 |
| 0.4002 | 15.3151 | 156000 | 0.4547 | 0.0114 | 0.3786 | 0.8244 | 0.3786 |
| 0.393 | 15.3250 | 156100 | 0.4506 | 0.0114 | 0.3821 | 0.8264 | 0.3821 |
| 0.3373 | 15.3348 | 156200 | 0.4468 | 0.0114 | 0.3840 | 0.8273 | 0.3840 |
| 0.3887 | 15.3446 | 156300 | 0.4478 | 0.0114 | 0.3862 | 0.8271 | 0.3862 |
| 0.4112 | 15.3544 | 156400 | 0.4465 | 0.0114 | 0.3862 | 0.8267 | 0.3862 |
| 0.4065 | 15.3642 | 156500 | 0.4509 | 0.0114 | 0.3844 | 0.8253 | 0.3844 |
| 0.4347 | 15.3740 | 156600 | 0.4457 | 0.0114 | 0.3887 | 0.8270 | 0.3887 |
| 0.3899 | 15.3839 | 156700 | 0.4527 | 0.0114 | 0.3766 | 0.8236 | 0.3766 |
| 0.3875 | 15.3937 | 156800 | 0.4481 | 0.0114 | 0.3808 | 0.8265 | 0.3808 |
| 0.3993 | 15.4035 | 156900 | 0.4482 | 0.0114 | 0.3844 | 0.8266 | 0.3844 |
| 0.3969 | 15.4133 | 157000 | 0.4451 | 0.0114 | 0.3862 | 0.8282 | 0.3862 |
| 0.4257 | 15.4231 | 157100 | 0.4511 | 0.0114 | 0.3843 | 0.8258 | 0.3843 |
| 0.4099 | 15.4329 | 157200 | 0.4486 | 0.0114 | 0.3813 | 0.8261 | 0.3813 |
| 0.3228 | 15.4428 | 157300 | 0.4459 | 0.0114 | 0.3836 | 0.8266 | 0.3836 |
| 0.4243 | 15.4526 | 157400 | 0.4526 | 0.0114 | 0.3827 | 0.8264 | 0.3827 |
| 0.4371 | 15.4624 | 157500 | 0.4489 | 0.0114 | 0.3810 | 0.8259 | 0.3810 |
| 0.4351 | 15.4722 | 157600 | 0.4473 | 0.0114 | 0.3853 | 0.8267 | 0.3853 |
| 0.4174 | 15.4820 | 157700 | 0.4506 | 0.0114 | 0.3811 | 0.8261 | 0.3811 |
| 0.3987 | 15.4919 | 157800 | 0.4491 | 0.0114 | 0.3775 | 0.8255 | 0.3775 |
| 0.4125 | 15.5017 | 157900 | 0.4526 | 0.0114 | 0.3793 | 0.8257 | 0.3793 |
| 0.4221 | 15.5115 | 158000 | 0.4518 | 0.0114 | 0.3834 | 0.8258 | 0.3834 |
| 0.4302 | 15.5213 | 158100 | 0.4491 | 0.0114 | 0.3829 | 0.8258 | 0.3829 |
| 0.4215 | 15.5311 | 158200 | 0.4485 | 0.0114 | 0.3806 | 0.8265 | 0.3806 |
| 0.3909 | 15.5409 | 158300 | 0.4523 | 0.0114 | 0.3791 | 0.8249 | 0.3791 |
| 0.4285 | 15.5508 | 158400 | 0.4445 | 0.0114 | 0.3844 | 0.8271 | 0.3844 |
| 0.3994 | 15.5606 | 158500 | 0.4485 | 0.0114 | 0.3785 | 0.8261 | 0.3785 |
| 0.4189 | 15.5704 | 158600 | 0.4446 | 0.0114 | 0.3875 | 0.8271 | 0.3875 |
| 0.4143 | 15.5802 | 158700 | 0.4483 | 0.0114 | 0.3830 | 0.8261 | 0.3830 |
| 0.4484 | 15.5900 | 158800 | 0.4486 | 0.0114 | 0.3824 | 0.8263 | 0.3824 |
| 0.4042 | 15.5998 | 158900 | 0.4470 | 0.0114 | 0.3806 | 0.8254 | 0.3806 |
| 0.3743 | 15.6097 | 159000 | 0.4532 | 0.0114 | 0.3780 | 0.8239 | 0.3780 |
| 0.432 | 15.6195 | 159100 | 0.4483 | 0.0114 | 0.3835 | 0.8265 | 0.3835 |
| 0.4038 | 15.6293 | 159200 | 0.4486 | 0.0114 | 0.3802 | 0.8253 | 0.3802 |
| 0.4386 | 15.6391 | 159300 | 0.4491 | 0.0114 | 0.3829 | 0.8257 | 0.3829 |
| 0.3568 | 15.6489 | 159400 | 0.4468 | 0.0114 | 0.3822 | 0.8266 | 0.3822 |
| 0.4008 | 15.6587 | 159500 | 0.4474 | 0.0114 | 0.3833 | 0.8262 | 0.3833 |
| 0.4248 | 15.6686 | 159600 | 0.4482 | 0.0114 | 0.3826 | 0.8256 | 0.3826 |
| 0.4527 | 15.6784 | 159700 | 0.4477 | 0.0114 | 0.3793 | 0.8251 | 0.3793 |
| 0.412 | 15.6882 | 159800 | 0.4466 | 0.0114 | 0.3857 | 0.8272 | 0.3857 |
| 0.4695 | 15.6980 | 159900 | 0.4505 | 0.0114 | 0.3760 | 0.8248 | 0.3760 |
| 0.4281 | 15.7078 | 160000 | 0.4455 | 0.0114 | 0.3844 | 0.8272 | 0.3844 |
| 0.4305 | 15.7177 | 160100 | 0.4499 | 0.0114 | 0.3841 | 0.8262 | 0.3841 |
| 0.4221 | 15.7275 | 160200 | 0.4464 | 0.0114 | 0.3844 | 0.8268 | 0.3844 |
| 0.4066 | 15.7373 | 160300 | 0.4456 | 0.0114 | 0.3893 | 0.8279 | 0.3893 |
| 0.4018 | 15.7471 | 160400 | 0.4487 | 0.0114 | 0.3839 | 0.8266 | 0.3839 |
| 0.3967 | 15.7569 | 160500 | 0.4470 | 0.0114 | 0.3861 | 0.8269 | 0.3861 |
| 0.3699 | 15.7667 | 160600 | 0.4465 | 0.0114 | 0.3855 | 0.8271 | 0.3855 |
| 0.4325 | 15.7766 | 160700 | 0.4446 | 0.0114 | 0.3840 | 0.8279 | 0.3840 |
| 0.3914 | 15.7864 | 160800 | 0.4446 | 0.0114 | 0.3843 | 0.8268 | 0.3843 |
| 0.3882 | 15.7962 | 160900 | 0.4487 | 0.0114 | 0.3829 | 0.8265 | 0.3829 |
| 0.4089 | 15.8060 | 161000 | 0.4483 | 0.0114 | 0.3850 | 0.8268 | 0.3850 |
| 0.4498 | 15.8158 | 161100 | 0.4494 | 0.0114 | 0.3802 | 0.8250 | 0.3802 |
| 0.4255 | 15.8256 | 161200 | 0.4467 | 0.0114 | 0.3880 | 0.8263 | 0.3880 |
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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