zvmja2uq_20250628_115029
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: 0.6387
- Model Preparation Time: 0.0043
- Move Accuracy: 0.3209
- Token Accuracy: 0.7494
- Accuracy: 0.3209
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: 0.01
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss | Model Preparation Time | Move Accuracy | Token Accuracy | Accuracy |
|---|---|---|---|---|---|---|---|
| No log | 0 | 0 | 6.4123 | 0.0043 | 0.0 | 0.1049 | 0.0 |
| 5.9174 | 0.0098 | 100 | 5.9290 | 0.0043 | 0.0 | 0.1140 | 0.0 |
| 1.9469 | 0.0196 | 200 | 1.9447 | 0.0043 | 0.0017 | 0.2327 | 0.0017 |
| 1.8074 | 0.0295 | 300 | 1.8372 | 0.0043 | 0.0035 | 0.2683 | 0.0035 |
| 1.7887 | 0.0393 | 400 | 1.7940 | 0.0043 | 0.0069 | 0.2937 | 0.0069 |
| 1.7125 | 0.0491 | 500 | 1.7401 | 0.0043 | 0.0073 | 0.3093 | 0.0073 |
| 1.6842 | 0.0589 | 600 | 1.7184 | 0.0043 | 0.0087 | 0.3208 | 0.0087 |
| 1.7097 | 0.0687 | 700 | 1.7007 | 0.0043 | 0.0118 | 0.3291 | 0.0118 |
| 1.7255 | 0.0785 | 800 | 1.6920 | 0.0043 | 0.0122 | 0.3305 | 0.0122 |
| 1.7129 | 0.0884 | 900 | 1.6848 | 0.0043 | 0.0110 | 0.3358 | 0.0110 |
| 1.7009 | 0.0982 | 1000 | 1.6674 | 0.0043 | 0.0156 | 0.3483 | 0.0156 |
| 1.6384 | 0.1080 | 1100 | 1.6557 | 0.0043 | 0.0154 | 0.3528 | 0.0154 |
| 1.59 | 0.1178 | 1200 | 1.6342 | 0.0043 | 0.0184 | 0.3663 | 0.0184 |
| 1.6024 | 0.1276 | 1300 | 1.6304 | 0.0043 | 0.0182 | 0.3626 | 0.0182 |
| 1.5959 | 0.1374 | 1400 | 1.6124 | 0.0043 | 0.0178 | 0.3737 | 0.0178 |
| 1.609 | 0.1473 | 1500 | 1.6145 | 0.0043 | 0.0223 | 0.3737 | 0.0223 |
| 1.5969 | 0.1571 | 1600 | 1.5894 | 0.0043 | 0.0220 | 0.3827 | 0.0220 |
| 1.5993 | 0.1669 | 1700 | 1.5853 | 0.0043 | 0.0249 | 0.3861 | 0.0249 |
| 1.6262 | 0.1767 | 1800 | 1.5806 | 0.0043 | 0.0275 | 0.3885 | 0.0275 |
| 1.5273 | 0.1865 | 1900 | 1.5674 | 0.0043 | 0.0265 | 0.3883 | 0.0265 |
| 1.5019 | 0.1963 | 2000 | 1.5672 | 0.0043 | 0.0289 | 0.3918 | 0.0289 |
| 1.5464 | 0.2062 | 2100 | 1.5489 | 0.0043 | 0.0329 | 0.4020 | 0.0329 |
| 1.4864 | 0.2160 | 2200 | 1.5384 | 0.0043 | 0.0298 | 0.4038 | 0.0298 |
| 1.5541 | 0.2258 | 2300 | 1.5287 | 0.0043 | 0.0340 | 0.4028 | 0.0340 |
| 1.4462 | 0.2356 | 2400 | 1.5250 | 0.0043 | 0.0320 | 0.4073 | 0.0320 |
| 1.4694 | 0.2454 | 2500 | 1.5078 | 0.0043 | 0.0334 | 0.4072 | 0.0334 |
| 1.4828 | 0.2553 | 2600 | 1.5027 | 0.0043 | 0.0364 | 0.4150 | 0.0364 |
| 1.5509 | 0.2651 | 2700 | 1.4851 | 0.0043 | 0.0422 | 0.4244 | 0.0422 |
| 1.471 | 0.2749 | 2800 | 1.4832 | 0.0043 | 0.0427 | 0.4240 | 0.0427 |
| 1.476 | 0.2847 | 2900 | 1.4743 | 0.0043 | 0.0434 | 0.4290 | 0.0434 |
| 1.4378 | 0.2945 | 3000 | 1.4597 | 0.0043 | 0.0483 | 0.4366 | 0.0483 |
| 1.5182 | 0.3043 | 3100 | 1.4667 | 0.0043 | 0.0465 | 0.4348 | 0.0465 |
| 1.4294 | 0.3142 | 3200 | 1.4476 | 0.0043 | 0.0520 | 0.4412 | 0.0520 |
| 1.4924 | 0.3240 | 3300 | 1.4351 | 0.0043 | 0.0510 | 0.4421 | 0.0510 |
| 1.4274 | 0.3338 | 3400 | 1.4331 | 0.0043 | 0.0513 | 0.4438 | 0.0513 |
| 1.3522 | 0.3436 | 3500 | 1.4351 | 0.0043 | 0.0527 | 0.4470 | 0.0527 |
| 1.4723 | 0.3534 | 3600 | 1.4277 | 0.0043 | 0.0549 | 0.4517 | 0.0549 |
| 1.3673 | 0.3632 | 3700 | 1.4145 | 0.0043 | 0.0549 | 0.4538 | 0.0549 |
| 1.4671 | 0.3731 | 3800 | 1.4018 | 0.0043 | 0.0553 | 0.4559 | 0.0553 |
| 1.3537 | 0.3829 | 3900 | 1.4042 | 0.0043 | 0.0521 | 0.4536 | 0.0521 |
| 1.4342 | 0.3927 | 4000 | 1.4006 | 0.0043 | 0.0575 | 0.4563 | 0.0575 |
| 1.3792 | 0.4025 | 4100 | 1.3871 | 0.0043 | 0.0596 | 0.4650 | 0.0596 |
| 1.3126 | 0.4123 | 4200 | 1.3875 | 0.0043 | 0.0599 | 0.4665 | 0.0599 |
| 1.3266 | 0.4221 | 4300 | 1.3719 | 0.0043 | 0.0599 | 0.4715 | 0.0599 |
| 1.4143 | 0.4320 | 4400 | 1.3679 | 0.0043 | 0.0635 | 0.4709 | 0.0635 |
| 1.302 | 0.4418 | 4500 | 1.3545 | 0.0043 | 0.0672 | 0.4780 | 0.0672 |
| 1.2838 | 0.4516 | 4600 | 1.3502 | 0.0043 | 0.0672 | 0.4800 | 0.0672 |
| 1.3509 | 0.4614 | 4700 | 1.3399 | 0.0043 | 0.0651 | 0.4805 | 0.0651 |
| 1.3647 | 0.4712 | 4800 | 1.3401 | 0.0043 | 0.0658 | 0.4823 | 0.0658 |
| 1.3181 | 0.4811 | 4900 | 1.3247 | 0.0043 | 0.0708 | 0.4899 | 0.0708 |
| 1.3009 | 0.4909 | 5000 | 1.3111 | 0.0043 | 0.0758 | 0.4950 | 0.0758 |
| 1.3535 | 0.5007 | 5100 | 1.3083 | 0.0043 | 0.0769 | 0.4957 | 0.0769 |
| 1.2476 | 0.5105 | 5200 | 1.3014 | 0.0043 | 0.0737 | 0.4987 | 0.0737 |
| 1.3047 | 0.5203 | 5300 | 1.2985 | 0.0043 | 0.0756 | 0.5011 | 0.0756 |
| 1.2812 | 0.5301 | 5400 | 1.2926 | 0.0043 | 0.0786 | 0.5038 | 0.0786 |
| 1.3193 | 0.5400 | 5500 | 1.2849 | 0.0043 | 0.0759 | 0.5062 | 0.0759 |
| 1.2367 | 0.5498 | 5600 | 1.2672 | 0.0043 | 0.0802 | 0.5115 | 0.0802 |
| 1.2378 | 0.5596 | 5700 | 1.2627 | 0.0043 | 0.0783 | 0.5125 | 0.0783 |
| 1.265 | 0.5694 | 5800 | 1.2550 | 0.0043 | 0.0790 | 0.5167 | 0.0790 |
| 1.3013 | 0.5792 | 5900 | 1.2563 | 0.0043 | 0.0797 | 0.5161 | 0.0797 |
| 1.1974 | 0.5890 | 6000 | 1.2392 | 0.0043 | 0.0859 | 0.5253 | 0.0859 |
| 1.1683 | 0.5989 | 6100 | 1.2327 | 0.0043 | 0.0795 | 0.5247 | 0.0795 |
| 1.2104 | 0.6087 | 6200 | 1.2308 | 0.0043 | 0.0829 | 0.5270 | 0.0829 |
| 1.1706 | 0.6185 | 6300 | 1.1967 | 0.0043 | 0.0924 | 0.5388 | 0.0924 |
| 1.1755 | 0.6283 | 6400 | 1.2018 | 0.0043 | 0.0875 | 0.5364 | 0.0875 |
| 1.2307 | 0.6381 | 6500 | 1.2070 | 0.0043 | 0.0913 | 0.5402 | 0.0913 |
| 1.2296 | 0.6479 | 6600 | 1.1883 | 0.0043 | 0.0950 | 0.5460 | 0.0950 |
| 1.1554 | 0.6578 | 6700 | 1.1817 | 0.0043 | 0.0932 | 0.5467 | 0.0932 |
| 1.2032 | 0.6676 | 6800 | 1.1830 | 0.0043 | 0.0952 | 0.5464 | 0.0952 |
| 1.1751 | 0.6774 | 6900 | 1.1522 | 0.0043 | 0.0971 | 0.5562 | 0.0971 |
| 1.1457 | 0.6872 | 7000 | 1.1512 | 0.0043 | 0.1004 | 0.5574 | 0.1004 |
| 1.1285 | 0.6970 | 7100 | 1.1404 | 0.0043 | 0.1047 | 0.5600 | 0.1047 |
| 1.1117 | 0.7069 | 7200 | 1.1440 | 0.0043 | 0.1014 | 0.5583 | 0.1014 |
| 1.1039 | 0.7167 | 7300 | 1.1311 | 0.0043 | 0.1067 | 0.5632 | 0.1067 |
| 1.1697 | 0.7265 | 7400 | 1.1324 | 0.0043 | 0.1013 | 0.5634 | 0.1013 |
| 1.0421 | 0.7363 | 7500 | 1.1225 | 0.0043 | 0.1075 | 0.5686 | 0.1075 |
| 1.1483 | 0.7461 | 7600 | 1.1132 | 0.0043 | 0.1078 | 0.5706 | 0.1078 |
| 1.1324 | 0.7559 | 7700 | 1.1129 | 0.0043 | 0.1091 | 0.5701 | 0.1091 |
| 1.0905 | 0.7658 | 7800 | 1.1024 | 0.0043 | 0.1089 | 0.5757 | 0.1089 |
| 1.0639 | 0.7756 | 7900 | 1.0979 | 0.0043 | 0.1095 | 0.5767 | 0.1095 |
| 1.0955 | 0.7854 | 8000 | 1.1034 | 0.0043 | 0.1082 | 0.5723 | 0.1082 |
| 1.0634 | 0.7952 | 8100 | 1.0860 | 0.0043 | 0.1129 | 0.5810 | 0.1129 |
| 1.1213 | 0.8050 | 8200 | 1.0871 | 0.0043 | 0.1174 | 0.5801 | 0.1174 |
| 1.0562 | 0.8148 | 8300 | 1.0721 | 0.0043 | 0.1170 | 0.5827 | 0.1170 |
| 1.0837 | 0.8247 | 8400 | 1.0809 | 0.0043 | 0.1155 | 0.5799 | 0.1155 |
| 1.0475 | 0.8345 | 8500 | 1.0811 | 0.0043 | 0.1145 | 0.5813 | 0.1145 |
| 1.09 | 0.8443 | 8600 | 1.0775 | 0.0043 | 0.1170 | 0.5848 | 0.1170 |
| 1.0243 | 0.8541 | 8700 | 1.0610 | 0.0043 | 0.1209 | 0.5907 | 0.1209 |
| 1.1329 | 0.8639 | 8800 | 1.0751 | 0.0043 | 0.1130 | 0.5834 | 0.1130 |
| 1.0619 | 0.8737 | 8900 | 1.0499 | 0.0043 | 0.1191 | 0.5927 | 0.1191 |
| 1.0627 | 0.8836 | 9000 | 1.0621 | 0.0043 | 0.1217 | 0.5893 | 0.1217 |
| 1.0174 | 0.8934 | 9100 | 1.0484 | 0.0043 | 0.1228 | 0.5954 | 0.1228 |
| 1.073 | 0.9032 | 9200 | 1.0534 | 0.0043 | 0.1202 | 0.5914 | 0.1202 |
| 1.012 | 0.9130 | 9300 | 1.0343 | 0.0043 | 0.1229 | 0.6009 | 0.1229 |
| 0.987 | 0.9228 | 9400 | 1.0417 | 0.0043 | 0.1262 | 0.5963 | 0.1262 |
| 1.0912 | 0.9327 | 9500 | 1.0345 | 0.0043 | 0.1295 | 0.6011 | 0.1295 |
| 1.0733 | 0.9425 | 9600 | 1.0243 | 0.0043 | 0.1276 | 0.6049 | 0.1276 |
| 1.065 | 0.9523 | 9700 | 1.0179 | 0.0043 | 0.1291 | 0.6044 | 0.1291 |
| 1.0085 | 0.9621 | 9800 | 1.0160 | 0.0043 | 0.1346 | 0.6066 | 0.1346 |
| 1.0302 | 0.9719 | 9900 | 1.0138 | 0.0043 | 0.1306 | 0.6063 | 0.1306 |
| 1.0389 | 0.9817 | 10000 | 1.0125 | 0.0043 | 0.1345 | 0.6078 | 0.1345 |
| 0.9636 | 0.9916 | 10100 | 1.0132 | 0.0043 | 0.1354 | 0.6090 | 0.1354 |
| 0.9251 | 1.0014 | 10200 | 1.0085 | 0.0043 | 0.1410 | 0.6127 | 0.1410 |
| 1.0465 | 1.0112 | 10300 | 1.0117 | 0.0043 | 0.1343 | 0.6084 | 0.1343 |
| 1.0295 | 1.0210 | 10400 | 1.0011 | 0.0043 | 0.1342 | 0.6127 | 0.1342 |
| 0.9809 | 1.0308 | 10500 | 0.9956 | 0.0043 | 0.1406 | 0.6143 | 0.1406 |
| 1.0343 | 1.0406 | 10600 | 0.9849 | 0.0043 | 0.1475 | 0.6187 | 0.1475 |
| 1.0016 | 1.0505 | 10700 | 0.9864 | 0.0043 | 0.1421 | 0.6188 | 0.1421 |
| 0.9781 | 1.0603 | 10800 | 0.9868 | 0.0043 | 0.1447 | 0.6174 | 0.1447 |
| 0.9967 | 1.0701 | 10900 | 0.9775 | 0.0043 | 0.1435 | 0.6220 | 0.1435 |
| 1.0248 | 1.0799 | 11000 | 0.9869 | 0.0043 | 0.1484 | 0.6193 | 0.1484 |
| 0.9365 | 1.0897 | 11100 | 0.9724 | 0.0043 | 0.1498 | 0.6251 | 0.1498 |
| 1.0383 | 1.0995 | 11200 | 0.9783 | 0.0043 | 0.1448 | 0.6211 | 0.1448 |
| 1.008 | 1.1094 | 11300 | 0.9753 | 0.0043 | 0.1418 | 0.6228 | 0.1418 |
| 0.9108 | 1.1192 | 11400 | 0.9639 | 0.0043 | 0.1465 | 0.6252 | 0.1465 |
| 0.9151 | 1.1290 | 11500 | 0.9694 | 0.0043 | 0.1479 | 0.6240 | 0.1479 |
| 0.9343 | 1.1388 | 11600 | 0.9666 | 0.0043 | 0.1566 | 0.6251 | 0.1566 |
| 1.0276 | 1.1486 | 11700 | 0.9597 | 0.0043 | 0.1499 | 0.6271 | 0.1499 |
| 0.9306 | 1.1585 | 11800 | 0.9615 | 0.0043 | 0.1505 | 0.6280 | 0.1505 |
| 0.9966 | 1.1683 | 11900 | 0.9582 | 0.0043 | 0.1507 | 0.6288 | 0.1507 |
| 0.9568 | 1.1781 | 12000 | 0.9600 | 0.0043 | 0.1566 | 0.6302 | 0.1566 |
| 0.9767 | 1.1879 | 12100 | 0.9581 | 0.0043 | 0.1499 | 0.6280 | 0.1499 |
| 0.9017 | 1.1977 | 12200 | 0.9447 | 0.0043 | 0.1578 | 0.6361 | 0.1578 |
| 0.9424 | 1.2075 | 12300 | 0.9498 | 0.0043 | 0.1546 | 0.6299 | 0.1546 |
| 0.897 | 1.2174 | 12400 | 0.9445 | 0.0043 | 0.1603 | 0.6357 | 0.1603 |
| 0.9713 | 1.2272 | 12500 | 0.9445 | 0.0043 | 0.1567 | 0.6356 | 0.1567 |
| 0.9034 | 1.2370 | 12600 | 0.9296 | 0.0043 | 0.1579 | 0.6391 | 0.1579 |
| 0.9202 | 1.2468 | 12700 | 0.9415 | 0.0043 | 0.1613 | 0.6349 | 0.1613 |
| 0.956 | 1.2566 | 12800 | 0.9290 | 0.0043 | 0.1645 | 0.6414 | 0.1645 |
| 0.9303 | 1.2664 | 12900 | 0.9313 | 0.0043 | 0.1618 | 0.6398 | 0.1618 |
| 0.928 | 1.2763 | 13000 | 0.9240 | 0.0043 | 0.1640 | 0.6422 | 0.1640 |
| 0.9245 | 1.2861 | 13100 | 0.9230 | 0.0043 | 0.1647 | 0.6446 | 0.1647 |
| 0.9587 | 1.2959 | 13200 | 0.9225 | 0.0043 | 0.1693 | 0.6436 | 0.1693 |
| 0.913 | 1.3057 | 13300 | 0.9126 | 0.0043 | 0.1675 | 0.6478 | 0.1675 |
| 0.849 | 1.3155 | 13400 | 0.9205 | 0.0043 | 0.1671 | 0.6439 | 0.1671 |
| 0.887 | 1.3253 | 13500 | 0.9162 | 0.0043 | 0.1626 | 0.6448 | 0.1626 |
| 0.8853 | 1.3352 | 13600 | 0.9175 | 0.0043 | 0.1691 | 0.6455 | 0.1691 |
| 0.9167 | 1.3450 | 13700 | 0.9130 | 0.0043 | 0.1653 | 0.6453 | 0.1653 |
| 0.9611 | 1.3548 | 13800 | 0.9132 | 0.0043 | 0.1629 | 0.6466 | 0.1629 |
| 0.8308 | 1.3646 | 13900 | 0.9161 | 0.0043 | 0.1686 | 0.6447 | 0.1686 |
| 0.897 | 1.3744 | 14000 | 0.9175 | 0.0043 | 0.1647 | 0.6461 | 0.1647 |
| 0.9177 | 1.3843 | 14100 | 0.9036 | 0.0043 | 0.1718 | 0.6487 | 0.1718 |
| 0.8288 | 1.3941 | 14200 | 0.9063 | 0.0043 | 0.1739 | 0.6513 | 0.1739 |
| 0.9182 | 1.4039 | 14300 | 0.9011 | 0.0043 | 0.1702 | 0.6511 | 0.1702 |
| 0.8703 | 1.4137 | 14400 | 0.8994 | 0.0043 | 0.1704 | 0.6525 | 0.1704 |
| 0.9118 | 1.4235 | 14500 | 0.9040 | 0.0043 | 0.1733 | 0.6520 | 0.1733 |
| 0.9304 | 1.4333 | 14600 | 0.9047 | 0.0043 | 0.1682 | 0.6490 | 0.1682 |
| 0.8398 | 1.4432 | 14700 | 0.9052 | 0.0043 | 0.1714 | 0.6519 | 0.1714 |
| 0.8964 | 1.4530 | 14800 | 0.8934 | 0.0043 | 0.1762 | 0.6542 | 0.1762 |
| 0.947 | 1.4628 | 14900 | 0.8977 | 0.0043 | 0.1791 | 0.6542 | 0.1791 |
| 0.8254 | 1.4726 | 15000 | 0.8778 | 0.0043 | 0.1799 | 0.6578 | 0.1799 |
| 0.907 | 1.4824 | 15100 | 0.8854 | 0.0043 | 0.1803 | 0.6564 | 0.1803 |
| 0.9333 | 1.4922 | 15200 | 0.8874 | 0.0043 | 0.1802 | 0.6587 | 0.1802 |
| 0.8414 | 1.5021 | 15300 | 0.8836 | 0.0043 | 0.1828 | 0.6593 | 0.1828 |
| 0.8463 | 1.5119 | 15400 | 0.8895 | 0.0043 | 0.1759 | 0.6535 | 0.1759 |
| 0.9256 | 1.5217 | 15500 | 0.8789 | 0.0043 | 0.1798 | 0.6598 | 0.1798 |
| 0.7938 | 1.5315 | 15600 | 0.8770 | 0.0043 | 0.1829 | 0.6608 | 0.1829 |
| 0.9332 | 1.5413 | 15700 | 0.8877 | 0.0043 | 0.1756 | 0.6561 | 0.1756 |
| 0.8534 | 1.5511 | 15800 | 0.8821 | 0.0043 | 0.1769 | 0.6557 | 0.1769 |
| 0.8128 | 1.5610 | 15900 | 0.8837 | 0.0043 | 0.1802 | 0.6584 | 0.1802 |
| 0.9028 | 1.5708 | 16000 | 0.8805 | 0.0043 | 0.1832 | 0.6614 | 0.1832 |
| 0.8838 | 1.5806 | 16100 | 0.8818 | 0.0043 | 0.1813 | 0.6604 | 0.1813 |
| 0.8756 | 1.5904 | 16200 | 0.8711 | 0.0043 | 0.1832 | 0.6624 | 0.1832 |
| 0.8686 | 1.6002 | 16300 | 0.8705 | 0.0043 | 0.1825 | 0.6630 | 0.1825 |
| 0.9643 | 1.6101 | 16400 | 0.8791 | 0.0043 | 0.1816 | 0.6597 | 0.1816 |
| 0.8346 | 1.6199 | 16500 | 0.8674 | 0.0043 | 0.1818 | 0.6624 | 0.1818 |
| 0.8502 | 1.6297 | 16600 | 0.8642 | 0.0043 | 0.1800 | 0.6623 | 0.1800 |
| 0.8566 | 1.6395 | 16700 | 0.8631 | 0.0043 | 0.1876 | 0.6658 | 0.1876 |
| 0.8069 | 1.6493 | 16800 | 0.8707 | 0.0043 | 0.1859 | 0.6629 | 0.1859 |
| 0.8143 | 1.6591 | 16900 | 0.8542 | 0.0043 | 0.1922 | 0.6689 | 0.1922 |
| 0.8255 | 1.6690 | 17000 | 0.8627 | 0.0043 | 0.1874 | 0.6641 | 0.1874 |
| 0.83 | 1.6788 | 17100 | 0.8577 | 0.0043 | 0.1918 | 0.6687 | 0.1918 |
| 0.861 | 1.6886 | 17200 | 0.8572 | 0.0043 | 0.1893 | 0.6687 | 0.1893 |
| 0.8048 | 1.6984 | 17300 | 0.8697 | 0.0043 | 0.1854 | 0.6643 | 0.1854 |
| 0.8103 | 1.7082 | 17400 | 0.8634 | 0.0043 | 0.1914 | 0.6660 | 0.1914 |
| 0.8521 | 1.7180 | 17500 | 0.8554 | 0.0043 | 0.1874 | 0.6657 | 0.1874 |
| 0.8284 | 1.7279 | 17600 | 0.8623 | 0.0043 | 0.1856 | 0.6658 | 0.1856 |
| 0.9288 | 1.7377 | 17700 | 0.8552 | 0.0043 | 0.1911 | 0.6666 | 0.1911 |
| 0.8521 | 1.7475 | 17800 | 0.8604 | 0.0043 | 0.1873 | 0.6659 | 0.1873 |
| 0.8699 | 1.7573 | 17900 | 0.8578 | 0.0043 | 0.1932 | 0.6661 | 0.1932 |
| 0.8605 | 1.7671 | 18000 | 0.8580 | 0.0043 | 0.1878 | 0.6664 | 0.1878 |
| 0.8482 | 1.7769 | 18100 | 0.8446 | 0.0043 | 0.1930 | 0.6706 | 0.1930 |
| 0.8525 | 1.7868 | 18200 | 0.8449 | 0.0043 | 0.1945 | 0.6707 | 0.1945 |
| 0.9006 | 1.7966 | 18300 | 0.8497 | 0.0043 | 0.1899 | 0.6685 | 0.1899 |
| 0.8374 | 1.8064 | 18400 | 0.8443 | 0.0043 | 0.1935 | 0.6711 | 0.1935 |
| 0.8228 | 1.8162 | 18500 | 0.8531 | 0.0043 | 0.1848 | 0.6644 | 0.1848 |
| 0.8733 | 1.8260 | 18600 | 0.8541 | 0.0043 | 0.1898 | 0.6671 | 0.1898 |
| 0.8224 | 1.8359 | 18700 | 0.8472 | 0.0043 | 0.1906 | 0.6684 | 0.1906 |
| 0.8051 | 1.8457 | 18800 | 0.8415 | 0.0043 | 0.1955 | 0.6718 | 0.1955 |
| 0.8317 | 1.8555 | 18900 | 0.8526 | 0.0043 | 0.1874 | 0.6654 | 0.1874 |
| 0.8601 | 1.8653 | 19000 | 0.8398 | 0.0043 | 0.1922 | 0.6704 | 0.1922 |
| 0.8256 | 1.8751 | 19100 | 0.8477 | 0.0043 | 0.1878 | 0.6684 | 0.1878 |
| 0.8298 | 1.8849 | 19200 | 0.8460 | 0.0043 | 0.1863 | 0.6692 | 0.1863 |
| 0.9049 | 1.8948 | 19300 | 0.8580 | 0.0043 | 0.1882 | 0.6666 | 0.1882 |
| 0.81 | 1.9046 | 19400 | 0.8336 | 0.0043 | 0.1992 | 0.6771 | 0.1992 |
| 0.7854 | 1.9144 | 19500 | 0.8337 | 0.0043 | 0.1990 | 0.6730 | 0.1990 |
| 0.844 | 1.9242 | 19600 | 0.8372 | 0.0043 | 0.2006 | 0.6712 | 0.2006 |
| 0.8719 | 1.9340 | 19700 | 0.8378 | 0.0043 | 0.1974 | 0.6747 | 0.1974 |
| 0.8241 | 1.9438 | 19800 | 0.8319 | 0.0043 | 0.1958 | 0.6723 | 0.1958 |
| 0.7867 | 1.9537 | 19900 | 0.8294 | 0.0043 | 0.1912 | 0.6750 | 0.1912 |
| 0.8025 | 1.9635 | 20000 | 0.8373 | 0.0043 | 0.1964 | 0.6723 | 0.1964 |
| 0.8054 | 1.9733 | 20100 | 0.8304 | 0.0043 | 0.1997 | 0.6750 | 0.1997 |
| 0.8988 | 1.9831 | 20200 | 0.8328 | 0.0043 | 0.1964 | 0.6739 | 0.1964 |
| 0.844 | 1.9929 | 20300 | 0.8348 | 0.0043 | 0.1948 | 0.6743 | 0.1948 |
| 0.8023 | 2.0027 | 20400 | 0.8228 | 0.0043 | 0.2014 | 0.6771 | 0.2014 |
| 0.7662 | 2.0126 | 20500 | 0.8264 | 0.0043 | 0.2012 | 0.6773 | 0.2012 |
| 0.8768 | 2.0224 | 20600 | 0.8278 | 0.0043 | 0.2014 | 0.6775 | 0.2014 |
| 0.7179 | 2.0322 | 20700 | 0.8251 | 0.0043 | 0.2001 | 0.6758 | 0.2001 |
| 0.8069 | 2.0420 | 20800 | 0.8201 | 0.0043 | 0.2050 | 0.6771 | 0.2050 |
| 0.842 | 2.0518 | 20900 | 0.8316 | 0.0043 | 0.1987 | 0.6755 | 0.1987 |
| 0.7672 | 2.0617 | 21000 | 0.8203 | 0.0043 | 0.2049 | 0.6794 | 0.2049 |
| 0.8511 | 2.0715 | 21100 | 0.8241 | 0.0043 | 0.2014 | 0.6785 | 0.2014 |
| 0.8493 | 2.0813 | 21200 | 0.8278 | 0.0043 | 0.1994 | 0.6754 | 0.1994 |
| 0.8043 | 2.0911 | 21300 | 0.8214 | 0.0043 | 0.2032 | 0.6792 | 0.2032 |
| 0.8338 | 2.1009 | 21400 | 0.8272 | 0.0043 | 0.2038 | 0.6773 | 0.2038 |
| 0.7899 | 2.1107 | 21500 | 0.8147 | 0.0043 | 0.2103 | 0.6808 | 0.2103 |
| 0.772 | 2.1206 | 21600 | 0.8220 | 0.0043 | 0.2010 | 0.6769 | 0.2010 |
| 0.8831 | 2.1304 | 21700 | 0.8191 | 0.0043 | 0.2009 | 0.6800 | 0.2009 |
| 0.7986 | 2.1402 | 21800 | 0.8185 | 0.0043 | 0.2064 | 0.6813 | 0.2064 |
| 0.7801 | 2.1500 | 21900 | 0.8139 | 0.0043 | 0.2054 | 0.6818 | 0.2054 |
| 0.7981 | 2.1598 | 22000 | 0.8192 | 0.0043 | 0.2043 | 0.6789 | 0.2043 |
| 0.8104 | 2.1696 | 22100 | 0.8162 | 0.0043 | 0.2021 | 0.6804 | 0.2021 |
| 0.7144 | 2.1795 | 22200 | 0.8264 | 0.0043 | 0.2056 | 0.6787 | 0.2056 |
| 0.815 | 2.1893 | 22300 | 0.8260 | 0.0043 | 0.2034 | 0.6778 | 0.2034 |
| 0.8714 | 2.1991 | 22400 | 0.8155 | 0.0043 | 0.2070 | 0.6817 | 0.2070 |
| 0.757 | 2.2089 | 22500 | 0.8161 | 0.0043 | 0.2039 | 0.6804 | 0.2039 |
| 0.7747 | 2.2187 | 22600 | 0.8155 | 0.0043 | 0.2027 | 0.6809 | 0.2027 |
| 0.7722 | 2.2285 | 22700 | 0.8152 | 0.0043 | 0.1990 | 0.6795 | 0.1990 |
| 0.8437 | 2.2384 | 22800 | 0.8090 | 0.0043 | 0.2041 | 0.6830 | 0.2041 |
| 0.7477 | 2.2482 | 22900 | 0.8096 | 0.0043 | 0.2038 | 0.6830 | 0.2038 |
| 0.7862 | 2.2580 | 23000 | 0.8158 | 0.0043 | 0.2045 | 0.6813 | 0.2045 |
| 0.8422 | 2.2678 | 23100 | 0.8163 | 0.0043 | 0.2075 | 0.6819 | 0.2075 |
| 0.8168 | 2.2776 | 23200 | 0.8102 | 0.0043 | 0.2065 | 0.6831 | 0.2065 |
| 0.7782 | 2.2875 | 23300 | 0.8163 | 0.0043 | 0.2039 | 0.6796 | 0.2039 |
| 0.7746 | 2.2973 | 23400 | 0.8074 | 0.0043 | 0.2076 | 0.6838 | 0.2076 |
| 0.8426 | 2.3071 | 23500 | 0.8017 | 0.0043 | 0.2055 | 0.6842 | 0.2055 |
| 0.8387 | 2.3169 | 23600 | 0.8079 | 0.0043 | 0.2117 | 0.6842 | 0.2117 |
| 0.797 | 2.3267 | 23700 | 0.8086 | 0.0043 | 0.2099 | 0.6827 | 0.2099 |
| 0.8694 | 2.3365 | 23800 | 0.8079 | 0.0043 | 0.2123 | 0.6853 | 0.2123 |
| 0.8119 | 2.3464 | 23900 | 0.8036 | 0.0043 | 0.2128 | 0.6840 | 0.2128 |
| 0.7888 | 2.3562 | 24000 | 0.8040 | 0.0043 | 0.2082 | 0.6850 | 0.2082 |
| 0.7977 | 2.3660 | 24100 | 0.8071 | 0.0043 | 0.2034 | 0.6852 | 0.2034 |
| 0.8252 | 2.3758 | 24200 | 0.8006 | 0.0043 | 0.2091 | 0.6866 | 0.2091 |
| 0.806 | 2.3856 | 24300 | 0.8074 | 0.0043 | 0.2119 | 0.6838 | 0.2119 |
| 0.828 | 2.3954 | 24400 | 0.8082 | 0.0043 | 0.2053 | 0.6849 | 0.2053 |
| 0.7859 | 2.4053 | 24500 | 0.8035 | 0.0043 | 0.2072 | 0.6850 | 0.2072 |
| 0.8003 | 2.4151 | 24600 | 0.8046 | 0.0043 | 0.2108 | 0.6833 | 0.2108 |
| 0.8065 | 2.4249 | 24700 | 0.8009 | 0.0043 | 0.2103 | 0.6841 | 0.2103 |
| 0.8343 | 2.4347 | 24800 | 0.8010 | 0.0043 | 0.2125 | 0.6880 | 0.2125 |
| 0.7866 | 2.4445 | 24900 | 0.8037 | 0.0043 | 0.2168 | 0.6863 | 0.2168 |
| 0.7926 | 2.4543 | 25000 | 0.7962 | 0.0043 | 0.2157 | 0.6880 | 0.2157 |
| 0.767 | 2.4642 | 25100 | 0.8084 | 0.0043 | 0.2070 | 0.6828 | 0.2070 |
| 0.7773 | 2.4740 | 25200 | 0.8074 | 0.0043 | 0.2079 | 0.6828 | 0.2079 |
| 0.8062 | 2.4838 | 25300 | 0.8021 | 0.0043 | 0.2114 | 0.6841 | 0.2114 |
| 0.7508 | 2.4936 | 25400 | 0.7942 | 0.0043 | 0.2137 | 0.6896 | 0.2137 |
| 0.7887 | 2.5034 | 25500 | 0.7957 | 0.0043 | 0.2123 | 0.6888 | 0.2123 |
| 0.7687 | 2.5133 | 25600 | 0.7927 | 0.0043 | 0.2187 | 0.6896 | 0.2187 |
| 0.7706 | 2.5231 | 25700 | 0.8028 | 0.0043 | 0.2131 | 0.6840 | 0.2131 |
| 0.723 | 2.5329 | 25800 | 0.7994 | 0.0043 | 0.2134 | 0.6860 | 0.2134 |
| 0.7948 | 2.5427 | 25900 | 0.7960 | 0.0043 | 0.2176 | 0.6882 | 0.2176 |
| 0.7664 | 2.5525 | 26000 | 0.7917 | 0.0043 | 0.2119 | 0.6879 | 0.2119 |
| 0.7581 | 2.5623 | 26100 | 0.7922 | 0.0043 | 0.2125 | 0.6876 | 0.2125 |
| 0.7454 | 2.5722 | 26200 | 0.8063 | 0.0043 | 0.2094 | 0.6834 | 0.2094 |
| 0.82 | 2.5820 | 26300 | 0.8028 | 0.0043 | 0.2108 | 0.6837 | 0.2108 |
| 0.8262 | 2.5918 | 26400 | 0.7983 | 0.0043 | 0.2109 | 0.6849 | 0.2109 |
| 0.7618 | 2.6016 | 26500 | 0.7924 | 0.0043 | 0.2114 | 0.6888 | 0.2114 |
| 0.7684 | 2.6114 | 26600 | 0.7895 | 0.0043 | 0.2148 | 0.6914 | 0.2148 |
| 0.7586 | 2.6212 | 26700 | 0.7924 | 0.0043 | 0.2166 | 0.6898 | 0.2166 |
| 0.7793 | 2.6311 | 26800 | 0.7987 | 0.0043 | 0.2174 | 0.6888 | 0.2174 |
| 0.7558 | 2.6409 | 26900 | 0.7886 | 0.0043 | 0.2229 | 0.6918 | 0.2229 |
| 0.8089 | 2.6507 | 27000 | 0.7921 | 0.0043 | 0.2223 | 0.6895 | 0.2223 |
| 0.6958 | 2.6605 | 27100 | 0.7917 | 0.0043 | 0.2200 | 0.6885 | 0.2200 |
| 0.7596 | 2.6703 | 27200 | 0.7856 | 0.0043 | 0.2225 | 0.6927 | 0.2225 |
| 0.7846 | 2.6801 | 27300 | 0.7858 | 0.0043 | 0.2221 | 0.6923 | 0.2221 |
| 0.8236 | 2.6900 | 27400 | 0.7921 | 0.0043 | 0.2233 | 0.6914 | 0.2233 |
| 0.7865 | 2.6998 | 27500 | 0.7932 | 0.0043 | 0.2155 | 0.6871 | 0.2155 |
| 0.7818 | 2.7096 | 27600 | 0.7989 | 0.0043 | 0.2150 | 0.6883 | 0.2150 |
| 0.781 | 2.7194 | 27700 | 0.7883 | 0.0043 | 0.2166 | 0.6915 | 0.2166 |
| 0.8135 | 2.7292 | 27800 | 0.7843 | 0.0043 | 0.2186 | 0.6930 | 0.2186 |
| 0.7524 | 2.7391 | 27900 | 0.7870 | 0.0043 | 0.2176 | 0.6897 | 0.2176 |
| 0.8409 | 2.7489 | 28000 | 0.7950 | 0.0043 | 0.2122 | 0.6879 | 0.2122 |
| 0.7242 | 2.7587 | 28100 | 0.7888 | 0.0043 | 0.2160 | 0.6921 | 0.2160 |
| 0.7624 | 2.7685 | 28200 | 0.7889 | 0.0043 | 0.2114 | 0.6906 | 0.2114 |
| 0.7531 | 2.7783 | 28300 | 0.7884 | 0.0043 | 0.2225 | 0.6907 | 0.2225 |
| 0.7553 | 2.7881 | 28400 | 0.7890 | 0.0043 | 0.2184 | 0.6888 | 0.2184 |
| 0.7577 | 2.7980 | 28500 | 0.7898 | 0.0043 | 0.2173 | 0.6898 | 0.2173 |
| 0.7639 | 2.8078 | 28600 | 0.7877 | 0.0043 | 0.2261 | 0.6927 | 0.2261 |
| 0.7269 | 2.8176 | 28700 | 0.7830 | 0.0043 | 0.2152 | 0.6915 | 0.2152 |
| 0.7792 | 2.8274 | 28800 | 0.7875 | 0.0043 | 0.2183 | 0.6913 | 0.2183 |
| 0.8107 | 2.8372 | 28900 | 0.7822 | 0.0043 | 0.2216 | 0.6936 | 0.2216 |
| 0.7085 | 2.8470 | 29000 | 0.7765 | 0.0043 | 0.2179 | 0.6945 | 0.2179 |
| 0.7347 | 2.8569 | 29100 | 0.7876 | 0.0043 | 0.2187 | 0.6906 | 0.2187 |
| 0.8254 | 2.8667 | 29200 | 0.7801 | 0.0043 | 0.2184 | 0.6918 | 0.2184 |
| 0.769 | 2.8765 | 29300 | 0.7819 | 0.0043 | 0.2228 | 0.6948 | 0.2228 |
| 0.6783 | 2.8863 | 29400 | 0.7857 | 0.0043 | 0.2250 | 0.6919 | 0.2250 |
| 0.7131 | 2.8961 | 29500 | 0.7870 | 0.0043 | 0.2275 | 0.6948 | 0.2275 |
| 0.7464 | 2.9059 | 29600 | 0.7789 | 0.0043 | 0.2191 | 0.6945 | 0.2191 |
| 0.8247 | 2.9158 | 29700 | 0.7791 | 0.0043 | 0.2196 | 0.6922 | 0.2196 |
| 0.7524 | 2.9256 | 29800 | 0.7850 | 0.0043 | 0.2201 | 0.6921 | 0.2201 |
| 0.7281 | 2.9354 | 29900 | 0.7745 | 0.0043 | 0.2230 | 0.6964 | 0.2230 |
| 0.8042 | 2.9452 | 30000 | 0.7819 | 0.0043 | 0.2287 | 0.6949 | 0.2287 |
| 0.7666 | 2.9550 | 30100 | 0.7748 | 0.0043 | 0.2234 | 0.6951 | 0.2234 |
| 0.7339 | 2.9649 | 30200 | 0.7757 | 0.0043 | 0.2233 | 0.6951 | 0.2233 |
| 0.773 | 2.9747 | 30300 | 0.7849 | 0.0043 | 0.2205 | 0.6928 | 0.2205 |
| 0.7642 | 2.9845 | 30400 | 0.7693 | 0.0043 | 0.2284 | 0.6983 | 0.2284 |
| 0.8751 | 2.9943 | 30500 | 0.7758 | 0.0043 | 0.2208 | 0.6944 | 0.2208 |
| 0.8804 | 3.0041 | 30600 | 0.7837 | 0.0043 | 0.2234 | 0.6929 | 0.2234 |
| 0.7124 | 3.0139 | 30700 | 0.7707 | 0.0043 | 0.2255 | 0.6956 | 0.2255 |
| 0.749 | 3.0238 | 30800 | 0.7787 | 0.0043 | 0.2188 | 0.6918 | 0.2188 |
| 0.839 | 3.0336 | 30900 | 0.7759 | 0.0043 | 0.2265 | 0.6962 | 0.2265 |
| 0.7442 | 3.0434 | 31000 | 0.7719 | 0.0043 | 0.2235 | 0.6963 | 0.2235 |
| 0.8214 | 3.0532 | 31100 | 0.7812 | 0.0043 | 0.2220 | 0.6923 | 0.2220 |
| 0.8129 | 3.0630 | 31200 | 0.7728 | 0.0043 | 0.2183 | 0.6914 | 0.2183 |
| 0.7986 | 3.0728 | 31300 | 0.7661 | 0.0043 | 0.2288 | 0.6991 | 0.2288 |
| 0.8303 | 3.0827 | 31400 | 0.7782 | 0.0043 | 0.2237 | 0.6953 | 0.2237 |
| 0.7385 | 3.0925 | 31500 | 0.7723 | 0.0043 | 0.2248 | 0.6959 | 0.2248 |
| 0.7077 | 3.1023 | 31600 | 0.7725 | 0.0043 | 0.2228 | 0.6960 | 0.2228 |
| 0.7374 | 3.1121 | 31700 | 0.7757 | 0.0043 | 0.2236 | 0.6962 | 0.2236 |
| 0.7367 | 3.1219 | 31800 | 0.7739 | 0.0043 | 0.2300 | 0.6961 | 0.2300 |
| 0.7307 | 3.1317 | 31900 | 0.7790 | 0.0043 | 0.2271 | 0.6944 | 0.2271 |
| 0.7752 | 3.1416 | 32000 | 0.7724 | 0.0043 | 0.2179 | 0.6950 | 0.2179 |
| 0.7444 | 3.1514 | 32100 | 0.7669 | 0.0043 | 0.2291 | 0.6988 | 0.2291 |
| 0.8333 | 3.1612 | 32200 | 0.7705 | 0.0043 | 0.2301 | 0.6976 | 0.2301 |
| 0.8068 | 3.1710 | 32300 | 0.7646 | 0.0043 | 0.2253 | 0.6978 | 0.2253 |
| 0.8022 | 3.1808 | 32400 | 0.7685 | 0.0043 | 0.2204 | 0.6966 | 0.2204 |
| 0.859 | 3.1907 | 32500 | 0.7735 | 0.0043 | 0.2348 | 0.6961 | 0.2348 |
| 0.7542 | 3.2005 | 32600 | 0.7650 | 0.0043 | 0.2356 | 0.7018 | 0.2356 |
| 0.7289 | 3.2103 | 32700 | 0.7674 | 0.0043 | 0.2195 | 0.6951 | 0.2195 |
| 0.7629 | 3.2201 | 32800 | 0.7655 | 0.0043 | 0.2262 | 0.6981 | 0.2262 |
| 0.7479 | 3.2299 | 32900 | 0.7658 | 0.0043 | 0.2313 | 0.6996 | 0.2313 |
| 0.7109 | 3.2397 | 33000 | 0.7703 | 0.0043 | 0.2261 | 0.6977 | 0.2261 |
| 0.7611 | 3.2496 | 33100 | 0.7713 | 0.0043 | 0.2257 | 0.6976 | 0.2257 |
| 0.7297 | 3.2594 | 33200 | 0.7616 | 0.0043 | 0.2329 | 0.7004 | 0.2329 |
| 0.7085 | 3.2692 | 33300 | 0.7695 | 0.0043 | 0.2281 | 0.6975 | 0.2281 |
| 0.7541 | 3.2790 | 33400 | 0.7616 | 0.0043 | 0.2328 | 0.6993 | 0.2328 |
| 0.7362 | 3.2888 | 33500 | 0.7720 | 0.0043 | 0.2285 | 0.6968 | 0.2285 |
| 0.8222 | 3.2986 | 33600 | 0.7692 | 0.0043 | 0.2297 | 0.7005 | 0.2297 |
| 0.7432 | 3.3085 | 33700 | 0.7678 | 0.0043 | 0.2312 | 0.6992 | 0.2312 |
| 0.7995 | 3.3183 | 33800 | 0.7641 | 0.0043 | 0.2319 | 0.6997 | 0.2319 |
| 0.7946 | 3.3281 | 33900 | 0.7665 | 0.0043 | 0.2261 | 0.6974 | 0.2261 |
| 0.7397 | 3.3379 | 34000 | 0.7651 | 0.0043 | 0.2313 | 0.7008 | 0.2313 |
| 0.7636 | 3.3477 | 34100 | 0.7712 | 0.0043 | 0.2299 | 0.6970 | 0.2299 |
| 0.7485 | 3.3575 | 34200 | 0.7711 | 0.0043 | 0.2283 | 0.6982 | 0.2283 |
| 0.768 | 3.3674 | 34300 | 0.7686 | 0.0043 | 0.2267 | 0.6976 | 0.2267 |
| 0.7721 | 3.3772 | 34400 | 0.7740 | 0.0043 | 0.2248 | 0.6954 | 0.2248 |
| 0.7613 | 3.3870 | 34500 | 0.7730 | 0.0043 | 0.2245 | 0.6958 | 0.2245 |
| 0.7014 | 3.3968 | 34600 | 0.7697 | 0.0043 | 0.2231 | 0.6956 | 0.2231 |
| 0.7217 | 3.4066 | 34700 | 0.7661 | 0.0043 | 0.2231 | 0.6978 | 0.2231 |
| 0.7802 | 3.4165 | 34800 | 0.7641 | 0.0043 | 0.2348 | 0.7009 | 0.2348 |
| 0.8188 | 3.4263 | 34900 | 0.7644 | 0.0043 | 0.2275 | 0.7010 | 0.2275 |
| 0.7594 | 3.4361 | 35000 | 0.7627 | 0.0043 | 0.2273 | 0.6990 | 0.2273 |
| 0.7241 | 3.4459 | 35100 | 0.7592 | 0.0043 | 0.2353 | 0.7025 | 0.2353 |
| 0.7547 | 3.4557 | 35200 | 0.7617 | 0.0043 | 0.2306 | 0.7017 | 0.2306 |
| 0.6812 | 3.4655 | 35300 | 0.7589 | 0.0043 | 0.2371 | 0.7024 | 0.2371 |
| 0.7157 | 3.4754 | 35400 | 0.7591 | 0.0043 | 0.2390 | 0.7009 | 0.2390 |
| 0.7655 | 3.4852 | 35500 | 0.7636 | 0.0043 | 0.2266 | 0.6978 | 0.2266 |
| 0.7425 | 3.4950 | 35600 | 0.7679 | 0.0043 | 0.2288 | 0.6977 | 0.2288 |
| 0.7548 | 3.5048 | 35700 | 0.7624 | 0.0043 | 0.2346 | 0.7012 | 0.2346 |
| 0.7417 | 3.5146 | 35800 | 0.7577 | 0.0043 | 0.2355 | 0.7030 | 0.2355 |
| 0.776 | 3.5244 | 35900 | 0.7664 | 0.0043 | 0.2256 | 0.6999 | 0.2256 |
| 0.7392 | 3.5343 | 36000 | 0.7690 | 0.0043 | 0.2308 | 0.6980 | 0.2308 |
| 0.7327 | 3.5441 | 36100 | 0.7688 | 0.0043 | 0.2312 | 0.6990 | 0.2312 |
| 0.8133 | 3.5539 | 36200 | 0.7728 | 0.0043 | 0.2265 | 0.6969 | 0.2265 |
| 0.7137 | 3.5637 | 36300 | 0.7684 | 0.0043 | 0.2290 | 0.6998 | 0.2290 |
| 0.7806 | 3.5735 | 36400 | 0.7584 | 0.0043 | 0.2313 | 0.7003 | 0.2313 |
| 0.7507 | 3.5833 | 36500 | 0.7599 | 0.0043 | 0.2320 | 0.7017 | 0.2320 |
| 0.7645 | 3.5932 | 36600 | 0.7570 | 0.0043 | 0.2370 | 0.7014 | 0.2370 |
| 0.7248 | 3.6030 | 36700 | 0.7599 | 0.0043 | 0.2309 | 0.7009 | 0.2309 |
| 0.8168 | 3.6128 | 36800 | 0.7575 | 0.0043 | 0.2286 | 0.7010 | 0.2286 |
| 0.7081 | 3.6226 | 36900 | 0.7635 | 0.0043 | 0.2302 | 0.6996 | 0.2302 |
| 0.6985 | 3.6324 | 37000 | 0.7557 | 0.0043 | 0.2377 | 0.7052 | 0.2377 |
| 0.7282 | 3.6423 | 37100 | 0.7563 | 0.0043 | 0.2318 | 0.7017 | 0.2318 |
| 0.7419 | 3.6521 | 37200 | 0.7603 | 0.0043 | 0.2372 | 0.7020 | 0.2372 |
| 0.7655 | 3.6619 | 37300 | 0.7636 | 0.0043 | 0.2352 | 0.7006 | 0.2352 |
| 0.7597 | 3.6717 | 37400 | 0.7566 | 0.0043 | 0.2362 | 0.7024 | 0.2362 |
| 0.7799 | 3.6815 | 37500 | 0.7564 | 0.0043 | 0.2339 | 0.7019 | 0.2339 |
| 0.739 | 3.6913 | 37600 | 0.7680 | 0.0043 | 0.2281 | 0.6986 | 0.2281 |
| 0.739 | 3.7012 | 37700 | 0.7587 | 0.0043 | 0.2346 | 0.7017 | 0.2346 |
| 0.8011 | 3.7110 | 37800 | 0.7615 | 0.0043 | 0.2293 | 0.6988 | 0.2293 |
| 0.7151 | 3.7208 | 37900 | 0.7581 | 0.0043 | 0.2350 | 0.7000 | 0.2350 |
| 0.712 | 3.7306 | 38000 | 0.7596 | 0.0043 | 0.2335 | 0.7021 | 0.2335 |
| 0.783 | 3.7404 | 38100 | 0.7605 | 0.0043 | 0.2273 | 0.6994 | 0.2273 |
| 0.7537 | 3.7502 | 38200 | 0.7595 | 0.0043 | 0.2324 | 0.7017 | 0.2324 |
| 0.7822 | 3.7601 | 38300 | 0.7522 | 0.0043 | 0.2397 | 0.7064 | 0.2397 |
| 0.798 | 3.7699 | 38400 | 0.7571 | 0.0043 | 0.2373 | 0.7023 | 0.2373 |
| 0.7569 | 3.7797 | 38500 | 0.7505 | 0.0043 | 0.2384 | 0.7038 | 0.2384 |
| 0.7943 | 3.7895 | 38600 | 0.7580 | 0.0043 | 0.2288 | 0.7017 | 0.2288 |
| 0.6776 | 3.7993 | 38700 | 0.7554 | 0.0043 | 0.2287 | 0.7033 | 0.2287 |
| 0.7949 | 3.8091 | 38800 | 0.7557 | 0.0043 | 0.2357 | 0.7037 | 0.2357 |
| 0.7809 | 3.8190 | 38900 | 0.7581 | 0.0043 | 0.2336 | 0.7025 | 0.2336 |
| 0.7715 | 3.8288 | 39000 | 0.7538 | 0.0043 | 0.2317 | 0.7030 | 0.2317 |
| 0.7903 | 3.8386 | 39100 | 0.7540 | 0.0043 | 0.2375 | 0.7039 | 0.2375 |
| 0.8132 | 3.8484 | 39200 | 0.7490 | 0.0043 | 0.2393 | 0.7056 | 0.2393 |
| 0.7267 | 3.8582 | 39300 | 0.7511 | 0.0043 | 0.2352 | 0.7029 | 0.2352 |
| 0.7631 | 3.8681 | 39400 | 0.7563 | 0.0043 | 0.2373 | 0.7035 | 0.2373 |
| 0.8047 | 3.8779 | 39500 | 0.7557 | 0.0043 | 0.2304 | 0.7011 | 0.2304 |
| 0.7619 | 3.8877 | 39600 | 0.7532 | 0.0043 | 0.2346 | 0.7040 | 0.2346 |
| 0.7191 | 3.8975 | 39700 | 0.7512 | 0.0043 | 0.2428 | 0.7044 | 0.2428 |
| 0.732 | 3.9073 | 39800 | 0.7506 | 0.0043 | 0.2385 | 0.7053 | 0.2385 |
| 0.7746 | 3.9171 | 39900 | 0.7521 | 0.0043 | 0.2402 | 0.7043 | 0.2402 |
| 0.7945 | 3.9270 | 40000 | 0.7505 | 0.0043 | 0.2386 | 0.7027 | 0.2386 |
| 0.7263 | 3.9368 | 40100 | 0.7569 | 0.0043 | 0.2371 | 0.7032 | 0.2371 |
| 0.7422 | 3.9466 | 40200 | 0.7563 | 0.0043 | 0.2372 | 0.7044 | 0.2372 |
| 0.7193 | 3.9564 | 40300 | 0.7558 | 0.0043 | 0.2428 | 0.7056 | 0.2428 |
| 0.7571 | 3.9662 | 40400 | 0.7432 | 0.0043 | 0.2443 | 0.7072 | 0.2443 |
| 0.7342 | 3.9760 | 40500 | 0.7461 | 0.0043 | 0.2404 | 0.7052 | 0.2404 |
| 0.7504 | 3.9859 | 40600 | 0.7510 | 0.0043 | 0.2437 | 0.7054 | 0.2437 |
| 0.8294 | 3.9957 | 40700 | 0.7602 | 0.0043 | 0.2311 | 0.7014 | 0.2311 |
| 0.7101 | 4.0055 | 40800 | 0.7448 | 0.0043 | 0.2420 | 0.7069 | 0.2420 |
| 0.712 | 4.0153 | 40900 | 0.7631 | 0.0043 | 0.2375 | 0.7021 | 0.2375 |
| 0.7718 | 4.0251 | 41000 | 0.7520 | 0.0043 | 0.2374 | 0.7044 | 0.2374 |
| 0.8291 | 4.0349 | 41100 | 0.7472 | 0.0043 | 0.2410 | 0.7066 | 0.2410 |
| 0.6737 | 4.0448 | 41200 | 0.7556 | 0.0043 | 0.2431 | 0.7052 | 0.2431 |
| 0.6907 | 4.0546 | 41300 | 0.7558 | 0.0043 | 0.2390 | 0.7030 | 0.2390 |
| 0.7081 | 4.0644 | 41400 | 0.7560 | 0.0043 | 0.2368 | 0.7030 | 0.2368 |
| 0.6901 | 4.0742 | 41500 | 0.7471 | 0.0043 | 0.2386 | 0.7056 | 0.2386 |
| 0.7041 | 4.0840 | 41600 | 0.7461 | 0.0043 | 0.2429 | 0.7069 | 0.2429 |
| 0.7588 | 4.0939 | 41700 | 0.7502 | 0.0043 | 0.2380 | 0.7047 | 0.2380 |
| 0.6862 | 4.1037 | 41800 | 0.7401 | 0.0043 | 0.2405 | 0.7079 | 0.2405 |
| 0.7496 | 4.1135 | 41900 | 0.7482 | 0.0043 | 0.2378 | 0.7049 | 0.2378 |
| 0.7198 | 4.1233 | 42000 | 0.7500 | 0.0043 | 0.2410 | 0.7068 | 0.2410 |
| 0.6904 | 4.1331 | 42100 | 0.7521 | 0.0043 | 0.2341 | 0.7033 | 0.2341 |
| 0.6779 | 4.1429 | 42200 | 0.7434 | 0.0043 | 0.2435 | 0.7077 | 0.2435 |
| 0.817 | 4.1528 | 42300 | 0.7530 | 0.0043 | 0.2374 | 0.7041 | 0.2374 |
| 0.7854 | 4.1626 | 42400 | 0.7475 | 0.0043 | 0.2344 | 0.7043 | 0.2344 |
| 0.7466 | 4.1724 | 42500 | 0.7429 | 0.0043 | 0.2447 | 0.7070 | 0.2447 |
| 0.7872 | 4.1822 | 42600 | 0.7455 | 0.0043 | 0.2451 | 0.7060 | 0.2451 |
| 0.7607 | 4.1920 | 42700 | 0.7441 | 0.0043 | 0.2421 | 0.7064 | 0.2421 |
| 0.7393 | 4.2018 | 42800 | 0.7471 | 0.0043 | 0.2323 | 0.7039 | 0.2323 |
| 0.7439 | 4.2117 | 42900 | 0.7440 | 0.0043 | 0.2425 | 0.7091 | 0.2425 |
| 0.7371 | 4.2215 | 43000 | 0.7495 | 0.0043 | 0.2377 | 0.7075 | 0.2377 |
| 0.7467 | 4.2313 | 43100 | 0.7442 | 0.0043 | 0.2417 | 0.7074 | 0.2417 |
| 0.7543 | 4.2411 | 43200 | 0.7428 | 0.0043 | 0.2408 | 0.7069 | 0.2408 |
| 0.7003 | 4.2509 | 43300 | 0.7445 | 0.0043 | 0.2421 | 0.7075 | 0.2421 |
| 0.6763 | 4.2608 | 43400 | 0.7460 | 0.0043 | 0.2461 | 0.7070 | 0.2461 |
| 0.7625 | 4.2706 | 43500 | 0.7459 | 0.0043 | 0.2409 | 0.7067 | 0.2409 |
| 0.7156 | 4.2804 | 43600 | 0.7458 | 0.0043 | 0.2410 | 0.7082 | 0.2410 |
| 0.747 | 4.2902 | 43700 | 0.7462 | 0.0043 | 0.2401 | 0.7048 | 0.2401 |
| 0.7796 | 4.3000 | 43800 | 0.7423 | 0.0043 | 0.2413 | 0.7065 | 0.2413 |
| 0.7882 | 4.3098 | 43900 | 0.7474 | 0.0043 | 0.2421 | 0.7063 | 0.2421 |
| 0.6438 | 4.3197 | 44000 | 0.7448 | 0.0043 | 0.2400 | 0.7077 | 0.2400 |
| 0.7275 | 4.3295 | 44100 | 0.7481 | 0.0043 | 0.2368 | 0.7039 | 0.2368 |
| 0.6943 | 4.3393 | 44200 | 0.7396 | 0.0043 | 0.2417 | 0.7084 | 0.2417 |
| 0.7615 | 4.3491 | 44300 | 0.7499 | 0.0043 | 0.2482 | 0.7063 | 0.2482 |
| 0.7252 | 4.3589 | 44400 | 0.7384 | 0.0043 | 0.2390 | 0.7072 | 0.2390 |
| 0.7007 | 4.3687 | 44500 | 0.7456 | 0.0043 | 0.2400 | 0.7060 | 0.2400 |
| 0.7351 | 4.3786 | 44600 | 0.7463 | 0.0043 | 0.2402 | 0.7070 | 0.2402 |
| 0.7542 | 4.3884 | 44700 | 0.7434 | 0.0043 | 0.2418 | 0.7080 | 0.2418 |
| 0.7895 | 4.3982 | 44800 | 0.7447 | 0.0043 | 0.2409 | 0.7062 | 0.2409 |
| 0.7327 | 4.4080 | 44900 | 0.7426 | 0.0043 | 0.2493 | 0.7100 | 0.2493 |
| 0.6968 | 4.4178 | 45000 | 0.7422 | 0.0043 | 0.2474 | 0.7084 | 0.2474 |
| 0.7771 | 4.4276 | 45100 | 0.7402 | 0.0043 | 0.2418 | 0.7076 | 0.2418 |
| 0.7389 | 4.4375 | 45200 | 0.7436 | 0.0043 | 0.2361 | 0.7057 | 0.2361 |
| 0.7206 | 4.4473 | 45300 | 0.7387 | 0.0043 | 0.2463 | 0.7086 | 0.2463 |
| 0.7535 | 4.4571 | 45400 | 0.7405 | 0.0043 | 0.2450 | 0.7075 | 0.2450 |
| 0.7235 | 4.4669 | 45500 | 0.7430 | 0.0043 | 0.2406 | 0.7064 | 0.2406 |
| 0.7311 | 4.4767 | 45600 | 0.7380 | 0.0043 | 0.2482 | 0.7085 | 0.2482 |
| 0.7376 | 4.4866 | 45700 | 0.7387 | 0.0043 | 0.2426 | 0.7092 | 0.2426 |
| 0.7267 | 4.4964 | 45800 | 0.7347 | 0.0043 | 0.2433 | 0.7102 | 0.2433 |
| 0.7751 | 4.5062 | 45900 | 0.7389 | 0.0043 | 0.2385 | 0.7083 | 0.2385 |
| 0.7864 | 4.5160 | 46000 | 0.7560 | 0.0043 | 0.2348 | 0.7020 | 0.2348 |
| 0.7572 | 4.5258 | 46100 | 0.7448 | 0.0043 | 0.2471 | 0.7080 | 0.2471 |
| 0.7811 | 4.5356 | 46200 | 0.7389 | 0.0043 | 0.2466 | 0.7100 | 0.2466 |
| 0.7544 | 4.5455 | 46300 | 0.7395 | 0.0043 | 0.2420 | 0.7075 | 0.2420 |
| 0.7348 | 4.5553 | 46400 | 0.7528 | 0.0043 | 0.2411 | 0.7034 | 0.2411 |
| 0.7377 | 4.5651 | 46500 | 0.7373 | 0.0043 | 0.2469 | 0.7103 | 0.2469 |
| 0.7233 | 4.5749 | 46600 | 0.7431 | 0.0043 | 0.2444 | 0.7087 | 0.2444 |
| 0.7141 | 4.5847 | 46700 | 0.7346 | 0.0043 | 0.2513 | 0.7102 | 0.2513 |
| 0.7117 | 4.5945 | 46800 | 0.7405 | 0.0043 | 0.2475 | 0.7094 | 0.2475 |
| 0.7169 | 4.6044 | 46900 | 0.7412 | 0.0043 | 0.2435 | 0.7087 | 0.2435 |
| 0.7468 | 4.6142 | 47000 | 0.7411 | 0.0043 | 0.2432 | 0.7073 | 0.2432 |
| 0.7238 | 4.6240 | 47100 | 0.7368 | 0.0043 | 0.2478 | 0.7103 | 0.2478 |
| 0.663 | 4.6338 | 47200 | 0.7364 | 0.0043 | 0.2442 | 0.7067 | 0.2442 |
| 0.7624 | 4.6436 | 47300 | 0.7459 | 0.0043 | 0.2366 | 0.7036 | 0.2366 |
| 0.7741 | 4.6534 | 47400 | 0.7423 | 0.0043 | 0.2461 | 0.7087 | 0.2461 |
| 0.746 | 4.6633 | 47500 | 0.7357 | 0.0043 | 0.2457 | 0.7094 | 0.2457 |
| 0.7903 | 4.6731 | 47600 | 0.7409 | 0.0043 | 0.2460 | 0.7080 | 0.2460 |
| 0.6984 | 4.6829 | 47700 | 0.7414 | 0.0043 | 0.2418 | 0.7079 | 0.2418 |
| 0.6663 | 4.6927 | 47800 | 0.7365 | 0.0043 | 0.2502 | 0.7104 | 0.2502 |
| 0.7203 | 4.7025 | 47900 | 0.7384 | 0.0043 | 0.2480 | 0.7088 | 0.2480 |
| 0.7205 | 4.7124 | 48000 | 0.7321 | 0.0043 | 0.2496 | 0.7119 | 0.2496 |
| 0.6816 | 4.7222 | 48100 | 0.7367 | 0.0043 | 0.2459 | 0.7102 | 0.2459 |
| 0.7471 | 4.7320 | 48200 | 0.7385 | 0.0043 | 0.2428 | 0.7065 | 0.2428 |
| 0.7358 | 4.7418 | 48300 | 0.7344 | 0.0043 | 0.2505 | 0.7118 | 0.2505 |
| 0.6992 | 4.7516 | 48400 | 0.7354 | 0.0043 | 0.2406 | 0.7076 | 0.2406 |
| 0.7468 | 4.7614 | 48500 | 0.7388 | 0.0043 | 0.2463 | 0.7118 | 0.2463 |
| 0.6809 | 4.7713 | 48600 | 0.7398 | 0.0043 | 0.2438 | 0.7083 | 0.2438 |
| 0.6606 | 4.7811 | 48700 | 0.7340 | 0.0043 | 0.2508 | 0.7106 | 0.2508 |
| 0.7562 | 4.7909 | 48800 | 0.7363 | 0.0043 | 0.2450 | 0.7089 | 0.2450 |
| 0.7055 | 4.8007 | 48900 | 0.7317 | 0.0043 | 0.2523 | 0.7119 | 0.2523 |
| 0.7729 | 4.8105 | 49000 | 0.7370 | 0.0043 | 0.2435 | 0.7102 | 0.2435 |
| 0.7056 | 4.8203 | 49100 | 0.7358 | 0.0043 | 0.2496 | 0.7104 | 0.2496 |
| 0.6716 | 4.8302 | 49200 | 0.7340 | 0.0043 | 0.2491 | 0.7114 | 0.2491 |
| 0.7495 | 4.8400 | 49300 | 0.7470 | 0.0043 | 0.2373 | 0.7053 | 0.2373 |
| 0.7023 | 4.8498 | 49400 | 0.7381 | 0.0043 | 0.2479 | 0.7076 | 0.2479 |
| 0.6943 | 4.8596 | 49500 | 0.7328 | 0.0043 | 0.2537 | 0.7118 | 0.2537 |
| 0.6842 | 4.8694 | 49600 | 0.7408 | 0.0043 | 0.2415 | 0.7077 | 0.2415 |
| 0.7571 | 4.8792 | 49700 | 0.7350 | 0.0043 | 0.2489 | 0.7104 | 0.2489 |
| 0.7242 | 4.8891 | 49800 | 0.7463 | 0.0043 | 0.2390 | 0.7054 | 0.2390 |
| 0.7269 | 4.8989 | 49900 | 0.7324 | 0.0043 | 0.2498 | 0.7118 | 0.2498 |
| 0.7677 | 4.9087 | 50000 | 0.7328 | 0.0043 | 0.2472 | 0.7117 | 0.2472 |
| 0.7215 | 4.9185 | 50100 | 0.7391 | 0.0043 | 0.2496 | 0.7101 | 0.2496 |
| 0.7229 | 4.9283 | 50200 | 0.7340 | 0.0043 | 0.2476 | 0.7103 | 0.2476 |
| 0.7282 | 4.9382 | 50300 | 0.7341 | 0.0043 | 0.2499 | 0.7106 | 0.2499 |
| 0.7845 | 4.9480 | 50400 | 0.7379 | 0.0043 | 0.2480 | 0.7105 | 0.2480 |
| 0.7016 | 4.9578 | 50500 | 0.7292 | 0.0043 | 0.2458 | 0.7131 | 0.2458 |
| 0.7388 | 4.9676 | 50600 | 0.7336 | 0.0043 | 0.2468 | 0.7106 | 0.2468 |
| 0.717 | 4.9774 | 50700 | 0.7343 | 0.0043 | 0.2456 | 0.7099 | 0.2456 |
| 0.6851 | 4.9872 | 50800 | 0.7335 | 0.0043 | 0.2469 | 0.7109 | 0.2469 |
| 0.707 | 4.9971 | 50900 | 0.7304 | 0.0043 | 0.2504 | 0.7112 | 0.2504 |
| 0.6389 | 5.0069 | 51000 | 0.7375 | 0.0043 | 0.2505 | 0.7099 | 0.2505 |
| 0.7474 | 5.0167 | 51100 | 0.7360 | 0.0043 | 0.2490 | 0.7117 | 0.2490 |
| 0.7015 | 5.0265 | 51200 | 0.7358 | 0.0043 | 0.2440 | 0.7106 | 0.2440 |
| 0.7692 | 5.0363 | 51300 | 0.7343 | 0.0043 | 0.2500 | 0.7122 | 0.2500 |
| 0.7208 | 5.0461 | 51400 | 0.7453 | 0.0043 | 0.2453 | 0.7085 | 0.2453 |
| 0.7017 | 5.0560 | 51500 | 0.7285 | 0.0043 | 0.2519 | 0.7122 | 0.2519 |
| 0.6978 | 5.0658 | 51600 | 0.7314 | 0.0043 | 0.2549 | 0.7138 | 0.2549 |
| 0.7108 | 5.0756 | 51700 | 0.7304 | 0.0043 | 0.2492 | 0.7138 | 0.2492 |
| 0.749 | 5.0854 | 51800 | 0.7373 | 0.0043 | 0.2504 | 0.7103 | 0.2504 |
| 0.7123 | 5.0952 | 51900 | 0.7289 | 0.0043 | 0.2529 | 0.7141 | 0.2529 |
| 0.6779 | 5.1050 | 52000 | 0.7279 | 0.0043 | 0.2499 | 0.7117 | 0.2499 |
| 0.7484 | 5.1149 | 52100 | 0.7336 | 0.0043 | 0.2505 | 0.7118 | 0.2505 |
| 0.7566 | 5.1247 | 52200 | 0.7333 | 0.0043 | 0.2481 | 0.7113 | 0.2481 |
| 0.687 | 5.1345 | 52300 | 0.7244 | 0.0043 | 0.2489 | 0.7139 | 0.2489 |
| 0.742 | 5.1443 | 52400 | 0.7343 | 0.0043 | 0.2451 | 0.7093 | 0.2451 |
| 0.6842 | 5.1541 | 52500 | 0.7385 | 0.0043 | 0.2436 | 0.7099 | 0.2436 |
| 0.6845 | 5.1640 | 52600 | 0.7302 | 0.0043 | 0.2511 | 0.7108 | 0.2511 |
| 0.7631 | 5.1738 | 52700 | 0.7327 | 0.0043 | 0.2492 | 0.7129 | 0.2492 |
| 0.7899 | 5.1836 | 52800 | 0.7267 | 0.0043 | 0.2542 | 0.7145 | 0.2542 |
| 0.723 | 5.1934 | 52900 | 0.7333 | 0.0043 | 0.2515 | 0.7107 | 0.2515 |
| 0.7338 | 5.2032 | 53000 | 0.7410 | 0.0043 | 0.2513 | 0.7101 | 0.2513 |
| 0.756 | 5.2130 | 53100 | 0.7289 | 0.0043 | 0.2418 | 0.7091 | 0.2418 |
| 0.7078 | 5.2229 | 53200 | 0.7336 | 0.0043 | 0.2520 | 0.7108 | 0.2520 |
| 0.7157 | 5.2327 | 53300 | 0.7311 | 0.0043 | 0.2455 | 0.7112 | 0.2455 |
| 0.6981 | 5.2425 | 53400 | 0.7336 | 0.0043 | 0.2556 | 0.7124 | 0.2556 |
| 0.7068 | 5.2523 | 53500 | 0.7323 | 0.0043 | 0.2474 | 0.7113 | 0.2474 |
| 0.7239 | 5.2621 | 53600 | 0.7267 | 0.0043 | 0.2538 | 0.7145 | 0.2538 |
| 0.6939 | 5.2719 | 53700 | 0.7259 | 0.0043 | 0.2509 | 0.7136 | 0.2509 |
| 0.7962 | 5.2818 | 53800 | 0.7267 | 0.0043 | 0.2520 | 0.7144 | 0.2520 |
| 0.7153 | 5.2916 | 53900 | 0.7390 | 0.0043 | 0.2460 | 0.7090 | 0.2460 |
| 0.6633 | 5.3014 | 54000 | 0.7322 | 0.0043 | 0.2500 | 0.7128 | 0.2500 |
| 0.7103 | 5.3112 | 54100 | 0.7351 | 0.0043 | 0.2436 | 0.7085 | 0.2436 |
| 0.736 | 5.3210 | 54200 | 0.7308 | 0.0043 | 0.2478 | 0.7114 | 0.2478 |
| 0.6788 | 5.3308 | 54300 | 0.7365 | 0.0043 | 0.2490 | 0.7096 | 0.2490 |
| 0.7779 | 5.3407 | 54400 | 0.7335 | 0.0043 | 0.2484 | 0.7101 | 0.2484 |
| 0.7139 | 5.3505 | 54500 | 0.7361 | 0.0043 | 0.2442 | 0.7065 | 0.2442 |
| 0.683 | 5.3603 | 54600 | 0.7247 | 0.0043 | 0.2539 | 0.7149 | 0.2539 |
| 0.7255 | 5.3701 | 54700 | 0.7306 | 0.0043 | 0.2548 | 0.7123 | 0.2548 |
| 0.7585 | 5.3799 | 54800 | 0.7319 | 0.0043 | 0.2457 | 0.7123 | 0.2457 |
| 0.74 | 5.3898 | 54900 | 0.7261 | 0.0043 | 0.2533 | 0.7156 | 0.2533 |
| 0.6551 | 5.3996 | 55000 | 0.7288 | 0.0043 | 0.2534 | 0.7135 | 0.2534 |
| 0.7319 | 5.4094 | 55100 | 0.7212 | 0.0043 | 0.2520 | 0.7149 | 0.2520 |
| 0.7198 | 5.4192 | 55200 | 0.7316 | 0.0043 | 0.2507 | 0.7121 | 0.2507 |
| 0.6869 | 5.4290 | 55300 | 0.7345 | 0.0043 | 0.2505 | 0.7109 | 0.2505 |
| 0.7044 | 5.4388 | 55400 | 0.7171 | 0.0043 | 0.2589 | 0.7184 | 0.2589 |
| 0.7186 | 5.4487 | 55500 | 0.7279 | 0.0043 | 0.2531 | 0.7138 | 0.2531 |
| 0.7775 | 5.4585 | 55600 | 0.7298 | 0.0043 | 0.2480 | 0.7115 | 0.2480 |
| 0.747 | 5.4683 | 55700 | 0.7202 | 0.0043 | 0.2545 | 0.7161 | 0.2545 |
| 0.7317 | 5.4781 | 55800 | 0.7261 | 0.0043 | 0.2540 | 0.7149 | 0.2540 |
| 0.6669 | 5.4879 | 55900 | 0.7247 | 0.0043 | 0.2489 | 0.7141 | 0.2489 |
| 0.7279 | 5.4977 | 56000 | 0.7275 | 0.0043 | 0.2517 | 0.7125 | 0.2517 |
| 0.703 | 5.5076 | 56100 | 0.7204 | 0.0043 | 0.2592 | 0.7173 | 0.2592 |
| 0.7118 | 5.5174 | 56200 | 0.7310 | 0.0043 | 0.2480 | 0.7124 | 0.2480 |
| 0.7307 | 5.5272 | 56300 | 0.7272 | 0.0043 | 0.2511 | 0.7133 | 0.2511 |
| 0.7555 | 5.5370 | 56400 | 0.7272 | 0.0043 | 0.2487 | 0.7135 | 0.2487 |
| 0.6911 | 5.5468 | 56500 | 0.7269 | 0.0043 | 0.2522 | 0.7139 | 0.2522 |
| 0.745 | 5.5566 | 56600 | 0.7217 | 0.0043 | 0.2512 | 0.7150 | 0.2512 |
| 0.7152 | 5.5665 | 56700 | 0.7274 | 0.0043 | 0.2496 | 0.7116 | 0.2496 |
| 0.7637 | 5.5763 | 56800 | 0.7295 | 0.0043 | 0.2504 | 0.7127 | 0.2504 |
| 0.7567 | 5.5861 | 56900 | 0.7381 | 0.0043 | 0.2494 | 0.7096 | 0.2494 |
| 0.6846 | 5.5959 | 57000 | 0.7341 | 0.0043 | 0.2461 | 0.7092 | 0.2461 |
| 0.6964 | 5.6057 | 57100 | 0.7198 | 0.0043 | 0.2544 | 0.7160 | 0.2544 |
| 0.6756 | 5.6156 | 57200 | 0.7295 | 0.0043 | 0.2483 | 0.7104 | 0.2483 |
| 0.7685 | 5.6254 | 57300 | 0.7264 | 0.0043 | 0.2505 | 0.7133 | 0.2505 |
| 0.7877 | 5.6352 | 57400 | 0.7250 | 0.0043 | 0.2556 | 0.7154 | 0.2556 |
| 0.697 | 5.6450 | 57500 | 0.7241 | 0.0043 | 0.2542 | 0.7139 | 0.2542 |
| 0.6476 | 5.6548 | 57600 | 0.7275 | 0.0043 | 0.2493 | 0.7145 | 0.2493 |
| 0.7865 | 5.6646 | 57700 | 0.7214 | 0.0043 | 0.2504 | 0.7158 | 0.2504 |
| 0.7268 | 5.6745 | 57800 | 0.7240 | 0.0043 | 0.2542 | 0.7141 | 0.2542 |
| 0.7584 | 5.6843 | 57900 | 0.7267 | 0.0043 | 0.2475 | 0.7128 | 0.2475 |
| 0.6182 | 5.6941 | 58000 | 0.7191 | 0.0043 | 0.2603 | 0.7165 | 0.2603 |
| 0.694 | 5.7039 | 58100 | 0.7223 | 0.0043 | 0.2582 | 0.7156 | 0.2582 |
| 0.7325 | 5.7137 | 58200 | 0.7201 | 0.0043 | 0.2558 | 0.7154 | 0.2558 |
| 0.7465 | 5.7235 | 58300 | 0.7245 | 0.0043 | 0.2573 | 0.7146 | 0.2573 |
| 0.7237 | 5.7334 | 58400 | 0.7170 | 0.0043 | 0.2617 | 0.7186 | 0.2617 |
| 0.6973 | 5.7432 | 58500 | 0.7215 | 0.0043 | 0.2551 | 0.7141 | 0.2551 |
| 0.716 | 5.7530 | 58600 | 0.7170 | 0.0043 | 0.2599 | 0.7168 | 0.2599 |
| 0.7235 | 5.7628 | 58700 | 0.7265 | 0.0043 | 0.2491 | 0.7145 | 0.2491 |
| 0.7184 | 5.7726 | 58800 | 0.7213 | 0.0043 | 0.2549 | 0.7151 | 0.2549 |
| 0.688 | 5.7824 | 58900 | 0.7177 | 0.0043 | 0.2530 | 0.7156 | 0.2530 |
| 0.7413 | 5.7923 | 59000 | 0.7255 | 0.0043 | 0.2576 | 0.7147 | 0.2576 |
| 0.663 | 5.8021 | 59100 | 0.7192 | 0.0043 | 0.2574 | 0.7179 | 0.2574 |
| 0.7055 | 5.8119 | 59200 | 0.7232 | 0.0043 | 0.2615 | 0.7153 | 0.2615 |
| 0.7099 | 5.8217 | 59300 | 0.7176 | 0.0043 | 0.2543 | 0.7163 | 0.2543 |
| 0.6834 | 5.8315 | 59400 | 0.7247 | 0.0043 | 0.2538 | 0.7144 | 0.2538 |
| 0.7584 | 5.8414 | 59500 | 0.7183 | 0.0043 | 0.2535 | 0.7165 | 0.2535 |
| 0.7086 | 5.8512 | 59600 | 0.7286 | 0.0043 | 0.2468 | 0.7132 | 0.2468 |
| 0.7627 | 5.8610 | 59700 | 0.7227 | 0.0043 | 0.2580 | 0.7149 | 0.2580 |
| 0.737 | 5.8708 | 59800 | 0.7177 | 0.0043 | 0.2545 | 0.7170 | 0.2545 |
| 0.7128 | 5.8806 | 59900 | 0.7358 | 0.0043 | 0.2499 | 0.7088 | 0.2499 |
| 0.662 | 5.8904 | 60000 | 0.7175 | 0.0043 | 0.2509 | 0.7162 | 0.2509 |
| 0.7293 | 5.9003 | 60100 | 0.7205 | 0.0043 | 0.2600 | 0.7175 | 0.2600 |
| 0.718 | 5.9101 | 60200 | 0.7183 | 0.0043 | 0.2530 | 0.7138 | 0.2530 |
| 0.7028 | 5.9199 | 60300 | 0.7232 | 0.0043 | 0.2587 | 0.7162 | 0.2587 |
| 0.697 | 5.9297 | 60400 | 0.7260 | 0.0043 | 0.2563 | 0.7148 | 0.2563 |
| 0.669 | 5.9395 | 60500 | 0.7230 | 0.0043 | 0.2549 | 0.7160 | 0.2549 |
| 0.6503 | 5.9493 | 60600 | 0.7196 | 0.0043 | 0.2572 | 0.7165 | 0.2572 |
| 0.7553 | 5.9592 | 60700 | 0.7233 | 0.0043 | 0.2616 | 0.7193 | 0.2616 |
| 0.6924 | 5.9690 | 60800 | 0.7197 | 0.0043 | 0.2566 | 0.7170 | 0.2566 |
| 0.7894 | 5.9788 | 60900 | 0.7173 | 0.0043 | 0.2575 | 0.7182 | 0.2575 |
| 0.6651 | 5.9886 | 61000 | 0.7216 | 0.0043 | 0.2518 | 0.7165 | 0.2518 |
| 0.7359 | 5.9984 | 61100 | 0.7234 | 0.0043 | 0.2519 | 0.7154 | 0.2519 |
| 0.6551 | 6.0082 | 61200 | 0.7195 | 0.0043 | 0.2568 | 0.7158 | 0.2568 |
| 0.5973 | 6.0181 | 61300 | 0.7218 | 0.0043 | 0.2623 | 0.7181 | 0.2623 |
| 0.6765 | 6.0279 | 61400 | 0.7210 | 0.0043 | 0.2586 | 0.7159 | 0.2586 |
| 0.7269 | 6.0377 | 61500 | 0.7189 | 0.0043 | 0.2605 | 0.7168 | 0.2605 |
| 0.6931 | 6.0475 | 61600 | 0.7211 | 0.0043 | 0.2540 | 0.7168 | 0.2540 |
| 0.7152 | 6.0573 | 61700 | 0.7210 | 0.0043 | 0.2544 | 0.7171 | 0.2544 |
| 0.6571 | 6.0672 | 61800 | 0.7195 | 0.0043 | 0.2589 | 0.7154 | 0.2589 |
| 0.7619 | 6.0770 | 61900 | 0.7171 | 0.0043 | 0.2553 | 0.7183 | 0.2553 |
| 0.7201 | 6.0868 | 62000 | 0.7231 | 0.0043 | 0.2520 | 0.7157 | 0.2520 |
| 0.7282 | 6.0966 | 62100 | 0.7176 | 0.0043 | 0.2549 | 0.7173 | 0.2549 |
| 0.7183 | 6.1064 | 62200 | 0.7160 | 0.0043 | 0.2582 | 0.7182 | 0.2582 |
| 0.6796 | 6.1162 | 62300 | 0.7165 | 0.0043 | 0.2589 | 0.7182 | 0.2589 |
| 0.7456 | 6.1261 | 62400 | 0.7175 | 0.0043 | 0.2602 | 0.7171 | 0.2602 |
| 0.6432 | 6.1359 | 62500 | 0.7277 | 0.0043 | 0.2533 | 0.7142 | 0.2533 |
| 0.6654 | 6.1457 | 62600 | 0.7259 | 0.0043 | 0.2611 | 0.7163 | 0.2611 |
| 0.666 | 6.1555 | 62700 | 0.7228 | 0.0043 | 0.2582 | 0.7172 | 0.2582 |
| 0.7029 | 6.1653 | 62800 | 0.7120 | 0.0043 | 0.2581 | 0.7187 | 0.2581 |
| 0.6885 | 6.1751 | 62900 | 0.7217 | 0.0043 | 0.2537 | 0.7157 | 0.2537 |
| 0.6633 | 6.1850 | 63000 | 0.7179 | 0.0043 | 0.2547 | 0.7163 | 0.2547 |
| 0.7568 | 6.1948 | 63100 | 0.7188 | 0.0043 | 0.2581 | 0.7162 | 0.2581 |
| 0.732 | 6.2046 | 63200 | 0.7176 | 0.0043 | 0.2605 | 0.7181 | 0.2605 |
| 0.6681 | 6.2144 | 63300 | 0.7189 | 0.0043 | 0.2527 | 0.7163 | 0.2527 |
| 0.7216 | 6.2242 | 63400 | 0.7195 | 0.0043 | 0.2618 | 0.7190 | 0.2618 |
| 0.6992 | 6.2340 | 63500 | 0.7237 | 0.0043 | 0.2545 | 0.7139 | 0.2545 |
| 0.7486 | 6.2439 | 63600 | 0.7216 | 0.0043 | 0.2594 | 0.7183 | 0.2594 |
| 0.6837 | 6.2537 | 63700 | 0.7213 | 0.0043 | 0.2598 | 0.7173 | 0.2598 |
| 0.6694 | 6.2635 | 63800 | 0.7151 | 0.0043 | 0.2579 | 0.7190 | 0.2579 |
| 0.7276 | 6.2733 | 63900 | 0.7238 | 0.0043 | 0.2560 | 0.7151 | 0.2560 |
| 0.788 | 6.2831 | 64000 | 0.7131 | 0.0043 | 0.2669 | 0.7198 | 0.2669 |
| 0.7025 | 6.2930 | 64100 | 0.7163 | 0.0043 | 0.2552 | 0.7165 | 0.2552 |
| 0.7291 | 6.3028 | 64200 | 0.7206 | 0.0043 | 0.2580 | 0.7168 | 0.2580 |
| 0.72 | 6.3126 | 64300 | 0.7145 | 0.0043 | 0.2582 | 0.7166 | 0.2582 |
| 0.7214 | 6.3224 | 64400 | 0.7190 | 0.0043 | 0.2612 | 0.7183 | 0.2612 |
| 0.6761 | 6.3322 | 64500 | 0.7185 | 0.0043 | 0.2600 | 0.7182 | 0.2600 |
| 0.7273 | 6.3420 | 64600 | 0.7103 | 0.0043 | 0.2622 | 0.7202 | 0.2622 |
| 0.6917 | 6.3519 | 64700 | 0.7130 | 0.0043 | 0.2644 | 0.7191 | 0.2644 |
| 0.6674 | 6.3617 | 64800 | 0.7169 | 0.0043 | 0.2609 | 0.7154 | 0.2609 |
| 0.7079 | 6.3715 | 64900 | 0.7181 | 0.0043 | 0.2551 | 0.7164 | 0.2551 |
| 0.7125 | 6.3813 | 65000 | 0.7128 | 0.0043 | 0.2592 | 0.7183 | 0.2592 |
| 0.6577 | 6.3911 | 65100 | 0.7191 | 0.0043 | 0.2606 | 0.7169 | 0.2606 |
| 0.7747 | 6.4009 | 65200 | 0.7147 | 0.0043 | 0.2624 | 0.7183 | 0.2624 |
| 0.7242 | 6.4108 | 65300 | 0.7218 | 0.0043 | 0.2553 | 0.7166 | 0.2553 |
| 0.7292 | 6.4206 | 65400 | 0.7170 | 0.0043 | 0.2556 | 0.7160 | 0.2556 |
| 0.7271 | 6.4304 | 65500 | 0.7148 | 0.0043 | 0.2565 | 0.7185 | 0.2565 |
| 0.7036 | 6.4402 | 65600 | 0.7207 | 0.0043 | 0.2577 | 0.7172 | 0.2577 |
| 0.7055 | 6.4500 | 65700 | 0.7180 | 0.0043 | 0.2542 | 0.7162 | 0.2542 |
| 0.6918 | 6.4598 | 65800 | 0.7118 | 0.0043 | 0.2633 | 0.7198 | 0.2633 |
| 0.7245 | 6.4697 | 65900 | 0.7167 | 0.0043 | 0.2632 | 0.7191 | 0.2632 |
| 0.7137 | 6.4795 | 66000 | 0.7124 | 0.0043 | 0.2652 | 0.7194 | 0.2652 |
| 0.6785 | 6.4893 | 66100 | 0.7199 | 0.0043 | 0.2569 | 0.7174 | 0.2569 |
| 0.689 | 6.4991 | 66200 | 0.7094 | 0.0043 | 0.2629 | 0.7210 | 0.2629 |
| 0.7217 | 6.5089 | 66300 | 0.7183 | 0.0043 | 0.2557 | 0.7191 | 0.2557 |
| 0.6998 | 6.5188 | 66400 | 0.7154 | 0.0043 | 0.2564 | 0.7171 | 0.2564 |
| 0.7042 | 6.5286 | 66500 | 0.7084 | 0.0043 | 0.2632 | 0.7239 | 0.2632 |
| 0.6806 | 6.5384 | 66600 | 0.7129 | 0.0043 | 0.2601 | 0.7183 | 0.2601 |
| 0.7259 | 6.5482 | 66700 | 0.7170 | 0.0043 | 0.2553 | 0.7174 | 0.2553 |
| 0.662 | 6.5580 | 66800 | 0.7096 | 0.0043 | 0.2605 | 0.7191 | 0.2605 |
| 0.7778 | 6.5678 | 66900 | 0.7162 | 0.0043 | 0.2576 | 0.7176 | 0.2576 |
| 0.7743 | 6.5777 | 67000 | 0.7159 | 0.0043 | 0.2603 | 0.7192 | 0.2603 |
| 0.6838 | 6.5875 | 67100 | 0.7127 | 0.0043 | 0.2579 | 0.7183 | 0.2579 |
| 0.6818 | 6.5973 | 67200 | 0.7126 | 0.0043 | 0.2601 | 0.7193 | 0.2601 |
| 0.692 | 6.6071 | 67300 | 0.7090 | 0.0043 | 0.2635 | 0.7209 | 0.2635 |
| 0.7114 | 6.6169 | 67400 | 0.7205 | 0.0043 | 0.2566 | 0.7156 | 0.2566 |
| 0.7296 | 6.6267 | 67500 | 0.7212 | 0.0043 | 0.2601 | 0.7179 | 0.2601 |
| 0.6958 | 6.6366 | 67600 | 0.7140 | 0.0043 | 0.2625 | 0.7193 | 0.2625 |
| 0.7959 | 6.6464 | 67700 | 0.7127 | 0.0043 | 0.2603 | 0.7197 | 0.2603 |
| 0.658 | 6.6562 | 67800 | 0.7150 | 0.0043 | 0.2588 | 0.7185 | 0.2588 |
| 0.7024 | 6.6660 | 67900 | 0.7158 | 0.0043 | 0.2591 | 0.7199 | 0.2591 |
| 0.7244 | 6.6758 | 68000 | 0.7142 | 0.0043 | 0.2591 | 0.7177 | 0.2591 |
| 0.6851 | 6.6856 | 68100 | 0.7129 | 0.0043 | 0.2642 | 0.7198 | 0.2642 |
| 0.7057 | 6.6955 | 68200 | 0.7089 | 0.0043 | 0.2603 | 0.7200 | 0.2603 |
| 0.7055 | 6.7053 | 68300 | 0.7083 | 0.0043 | 0.2627 | 0.7200 | 0.2627 |
| 0.6138 | 6.7151 | 68400 | 0.7125 | 0.0043 | 0.2590 | 0.7193 | 0.2590 |
| 0.7703 | 6.7249 | 68500 | 0.7120 | 0.0043 | 0.2621 | 0.7187 | 0.2621 |
| 0.7032 | 6.7347 | 68600 | 0.7151 | 0.0043 | 0.2545 | 0.7182 | 0.2545 |
| 0.656 | 6.7446 | 68700 | 0.7161 | 0.0043 | 0.2607 | 0.7179 | 0.2607 |
| 0.6855 | 6.7544 | 68800 | 0.7086 | 0.0043 | 0.2607 | 0.7203 | 0.2607 |
| 0.7254 | 6.7642 | 68900 | 0.7118 | 0.0043 | 0.2596 | 0.7208 | 0.2596 |
| 0.8172 | 6.7740 | 69000 | 0.7122 | 0.0043 | 0.2605 | 0.7194 | 0.2605 |
| 0.7201 | 6.7838 | 69100 | 0.7055 | 0.0043 | 0.2636 | 0.7219 | 0.2636 |
| 0.7893 | 6.7936 | 69200 | 0.7052 | 0.0043 | 0.2562 | 0.7201 | 0.2562 |
| 0.6552 | 6.8035 | 69300 | 0.7152 | 0.0043 | 0.2618 | 0.7189 | 0.2618 |
| 0.7431 | 6.8133 | 69400 | 0.7049 | 0.0043 | 0.2605 | 0.7195 | 0.2605 |
| 0.7144 | 6.8231 | 69500 | 0.7202 | 0.0043 | 0.2648 | 0.7204 | 0.2648 |
| 0.6838 | 6.8329 | 69600 | 0.7106 | 0.0043 | 0.2606 | 0.7191 | 0.2606 |
| 0.7272 | 6.8427 | 69700 | 0.7138 | 0.0043 | 0.2619 | 0.7205 | 0.2619 |
| 0.6729 | 6.8525 | 69800 | 0.7099 | 0.0043 | 0.2644 | 0.7202 | 0.2644 |
| 0.6266 | 6.8624 | 69900 | 0.7083 | 0.0043 | 0.2630 | 0.7213 | 0.2630 |
| 0.7314 | 6.8722 | 70000 | 0.7092 | 0.0043 | 0.2676 | 0.7210 | 0.2676 |
| 0.6916 | 6.8820 | 70100 | 0.7146 | 0.0043 | 0.2624 | 0.7201 | 0.2624 |
| 0.6778 | 6.8918 | 70200 | 0.7094 | 0.0043 | 0.2598 | 0.7197 | 0.2598 |
| 0.6569 | 6.9016 | 70300 | 0.7074 | 0.0043 | 0.2617 | 0.7221 | 0.2617 |
| 0.7218 | 6.9114 | 70400 | 0.7097 | 0.0043 | 0.2598 | 0.7200 | 0.2598 |
| 0.7051 | 6.9213 | 70500 | 0.7038 | 0.0043 | 0.2662 | 0.7224 | 0.2662 |
| 0.6843 | 6.9311 | 70600 | 0.7050 | 0.0043 | 0.2652 | 0.7209 | 0.2652 |
| 0.6882 | 6.9409 | 70700 | 0.7076 | 0.0043 | 0.2655 | 0.7214 | 0.2655 |
| 0.7229 | 6.9507 | 70800 | 0.7063 | 0.0043 | 0.2629 | 0.7224 | 0.2629 |
| 0.6943 | 6.9605 | 70900 | 0.7156 | 0.0043 | 0.2576 | 0.7168 | 0.2576 |
| 0.7883 | 6.9704 | 71000 | 0.7081 | 0.0043 | 0.2605 | 0.7207 | 0.2605 |
| 0.7571 | 6.9802 | 71100 | 0.7145 | 0.0043 | 0.2600 | 0.7196 | 0.2600 |
| 0.7428 | 6.9900 | 71200 | 0.7101 | 0.0043 | 0.2628 | 0.7189 | 0.2628 |
| 0.6944 | 6.9998 | 71300 | 0.7074 | 0.0043 | 0.2683 | 0.7226 | 0.2683 |
| 0.6244 | 7.0096 | 71400 | 0.7123 | 0.0043 | 0.2723 | 0.7238 | 0.2723 |
| 0.6646 | 7.0194 | 71500 | 0.7063 | 0.0043 | 0.2676 | 0.7227 | 0.2676 |
| 0.6409 | 7.0293 | 71600 | 0.7101 | 0.0043 | 0.2649 | 0.7193 | 0.2649 |
| 0.6942 | 7.0391 | 71700 | 0.7153 | 0.0043 | 0.2585 | 0.7170 | 0.2585 |
| 0.6718 | 7.0489 | 71800 | 0.7103 | 0.0043 | 0.2609 | 0.7200 | 0.2609 |
| 0.6991 | 7.0587 | 71900 | 0.7035 | 0.0043 | 0.2643 | 0.7223 | 0.2643 |
| 0.6944 | 7.0685 | 72000 | 0.7043 | 0.0043 | 0.2708 | 0.7229 | 0.2708 |
| 0.6851 | 7.0783 | 72100 | 0.7165 | 0.0043 | 0.2631 | 0.7185 | 0.2631 |
| 0.7174 | 7.0882 | 72200 | 0.7155 | 0.0043 | 0.2629 | 0.7184 | 0.2629 |
| 0.6928 | 7.0980 | 72300 | 0.7093 | 0.0043 | 0.2670 | 0.7210 | 0.2670 |
| 0.7177 | 7.1078 | 72400 | 0.7034 | 0.0043 | 0.2683 | 0.7233 | 0.2683 |
| 0.6398 | 7.1176 | 72500 | 0.7071 | 0.0043 | 0.2658 | 0.7219 | 0.2658 |
| 0.6713 | 7.1274 | 72600 | 0.7041 | 0.0043 | 0.2617 | 0.7218 | 0.2617 |
| 0.6862 | 7.1372 | 72700 | 0.7052 | 0.0043 | 0.2629 | 0.7220 | 0.2629 |
| 0.718 | 7.1471 | 72800 | 0.7120 | 0.0043 | 0.2606 | 0.7188 | 0.2606 |
| 0.6795 | 7.1569 | 72900 | 0.7038 | 0.0043 | 0.2603 | 0.7206 | 0.2603 |
| 0.6539 | 7.1667 | 73000 | 0.7050 | 0.0043 | 0.2662 | 0.7230 | 0.2662 |
| 0.683 | 7.1765 | 73100 | 0.7037 | 0.0043 | 0.2687 | 0.7228 | 0.2687 |
| 0.7126 | 7.1863 | 73200 | 0.7045 | 0.0043 | 0.2714 | 0.7221 | 0.2714 |
| 0.6745 | 7.1962 | 73300 | 0.7067 | 0.0043 | 0.2631 | 0.7197 | 0.2631 |
| 0.7173 | 7.2060 | 73400 | 0.7099 | 0.0043 | 0.2659 | 0.7213 | 0.2659 |
| 0.6777 | 7.2158 | 73500 | 0.7080 | 0.0043 | 0.2626 | 0.7214 | 0.2626 |
| 0.689 | 7.2256 | 73600 | 0.7081 | 0.0043 | 0.2687 | 0.7211 | 0.2687 |
| 0.7318 | 7.2354 | 73700 | 0.7037 | 0.0043 | 0.2663 | 0.7213 | 0.2663 |
| 0.6808 | 7.2452 | 73800 | 0.7075 | 0.0043 | 0.2665 | 0.7228 | 0.2665 |
| 0.6916 | 7.2551 | 73900 | 0.7028 | 0.0043 | 0.2701 | 0.7225 | 0.2701 |
| 0.676 | 7.2649 | 74000 | 0.7064 | 0.0043 | 0.2627 | 0.7198 | 0.2627 |
| 0.7442 | 7.2747 | 74100 | 0.7059 | 0.0043 | 0.2664 | 0.7224 | 0.2664 |
| 0.736 | 7.2845 | 74200 | 0.7030 | 0.0043 | 0.2665 | 0.7234 | 0.2665 |
| 0.6686 | 7.2943 | 74300 | 0.7043 | 0.0043 | 0.2666 | 0.7231 | 0.2666 |
| 0.6548 | 7.3041 | 74400 | 0.7029 | 0.0043 | 0.2645 | 0.7223 | 0.2645 |
| 0.6238 | 7.3140 | 74500 | 0.7101 | 0.0043 | 0.2603 | 0.7190 | 0.2603 |
| 0.6579 | 7.3238 | 74600 | 0.7118 | 0.0043 | 0.2651 | 0.7197 | 0.2651 |
| 0.7042 | 7.3336 | 74700 | 0.7115 | 0.0043 | 0.2623 | 0.7204 | 0.2623 |
| 0.6487 | 7.3434 | 74800 | 0.7045 | 0.0043 | 0.2636 | 0.7207 | 0.2636 |
| 0.664 | 7.3532 | 74900 | 0.7042 | 0.0043 | 0.2676 | 0.7222 | 0.2676 |
| 0.7138 | 7.3630 | 75000 | 0.7041 | 0.0043 | 0.2710 | 0.7219 | 0.2710 |
| 0.7631 | 7.3729 | 75100 | 0.7080 | 0.0043 | 0.2655 | 0.7205 | 0.2655 |
| 0.7127 | 7.3827 | 75200 | 0.7031 | 0.0043 | 0.2634 | 0.7207 | 0.2634 |
| 0.7137 | 7.3925 | 75300 | 0.7094 | 0.0043 | 0.2625 | 0.7210 | 0.2625 |
| 0.6718 | 7.4023 | 75400 | 0.7076 | 0.0043 | 0.2655 | 0.7212 | 0.2655 |
| 0.7427 | 7.4121 | 75500 | 0.7098 | 0.0043 | 0.2649 | 0.7221 | 0.2649 |
| 0.6796 | 7.4220 | 75600 | 0.7022 | 0.0043 | 0.2676 | 0.7230 | 0.2676 |
| 0.7112 | 7.4318 | 75700 | 0.7108 | 0.0043 | 0.2615 | 0.7188 | 0.2615 |
| 0.705 | 7.4416 | 75800 | 0.7037 | 0.0043 | 0.2696 | 0.7244 | 0.2696 |
| 0.7227 | 7.4514 | 75900 | 0.7057 | 0.0043 | 0.2696 | 0.7217 | 0.2696 |
| 0.7408 | 7.4612 | 76000 | 0.7096 | 0.0043 | 0.2651 | 0.7212 | 0.2651 |
| 0.7144 | 7.4710 | 76100 | 0.6998 | 0.0043 | 0.2700 | 0.7256 | 0.2700 |
| 0.6632 | 7.4809 | 76200 | 0.7033 | 0.0043 | 0.2671 | 0.7246 | 0.2671 |
| 0.685 | 7.4907 | 76300 | 0.6998 | 0.0043 | 0.2724 | 0.7247 | 0.2724 |
| 0.6731 | 7.5005 | 76400 | 0.7024 | 0.0043 | 0.2662 | 0.7235 | 0.2662 |
| 0.6606 | 7.5103 | 76500 | 0.6957 | 0.0043 | 0.2721 | 0.7252 | 0.2721 |
| 0.6673 | 7.5201 | 76600 | 0.6979 | 0.0043 | 0.2736 | 0.7264 | 0.2736 |
| 0.6582 | 7.5299 | 76700 | 0.7035 | 0.0043 | 0.2713 | 0.7237 | 0.2713 |
| 0.7139 | 7.5398 | 76800 | 0.6986 | 0.0043 | 0.2708 | 0.7245 | 0.2708 |
| 0.726 | 7.5496 | 76900 | 0.7087 | 0.0043 | 0.2723 | 0.7228 | 0.2723 |
| 0.7233 | 7.5594 | 77000 | 0.7006 | 0.0043 | 0.2697 | 0.7245 | 0.2697 |
| 0.6758 | 7.5692 | 77100 | 0.7000 | 0.0043 | 0.2712 | 0.7239 | 0.2712 |
| 0.6196 | 7.5790 | 77200 | 0.7000 | 0.0043 | 0.2723 | 0.7254 | 0.2723 |
| 0.6939 | 7.5888 | 77300 | 0.7054 | 0.0043 | 0.2685 | 0.7237 | 0.2685 |
| 0.6423 | 7.5987 | 77400 | 0.7099 | 0.0043 | 0.2662 | 0.7212 | 0.2662 |
| 0.7179 | 7.6085 | 77500 | 0.7045 | 0.0043 | 0.2636 | 0.7203 | 0.2636 |
| 0.7061 | 7.6183 | 77600 | 0.7012 | 0.0043 | 0.2676 | 0.7239 | 0.2676 |
| 0.6025 | 7.6281 | 77700 | 0.7050 | 0.0043 | 0.2591 | 0.7206 | 0.2591 |
| 0.6704 | 7.6379 | 77800 | 0.7063 | 0.0043 | 0.2646 | 0.7216 | 0.2646 |
| 0.6644 | 7.6478 | 77900 | 0.7121 | 0.0043 | 0.2592 | 0.7186 | 0.2592 |
| 0.6771 | 7.6576 | 78000 | 0.7014 | 0.0043 | 0.2723 | 0.7233 | 0.2723 |
| 0.7022 | 7.6674 | 78100 | 0.7124 | 0.0043 | 0.2672 | 0.7190 | 0.2672 |
| 0.5992 | 7.6772 | 78200 | 0.7081 | 0.0043 | 0.2673 | 0.7237 | 0.2673 |
| 0.683 | 7.6870 | 78300 | 0.7026 | 0.0043 | 0.2669 | 0.7218 | 0.2669 |
| 0.6594 | 7.6968 | 78400 | 0.7009 | 0.0043 | 0.2677 | 0.7225 | 0.2677 |
| 0.6871 | 7.7067 | 78500 | 0.6995 | 0.0043 | 0.2728 | 0.7252 | 0.2728 |
| 0.6478 | 7.7165 | 78600 | 0.6978 | 0.0043 | 0.2734 | 0.7253 | 0.2734 |
| 0.678 | 7.7263 | 78700 | 0.6978 | 0.0043 | 0.2713 | 0.7257 | 0.2713 |
| 0.7079 | 7.7361 | 78800 | 0.6995 | 0.0043 | 0.2740 | 0.7260 | 0.2740 |
| 0.6936 | 7.7459 | 78900 | 0.6986 | 0.0043 | 0.2703 | 0.7245 | 0.2703 |
| 0.6026 | 7.7557 | 79000 | 0.7037 | 0.0043 | 0.2611 | 0.7215 | 0.2611 |
| 0.7238 | 7.7656 | 79100 | 0.6963 | 0.0043 | 0.2763 | 0.7255 | 0.2763 |
| 0.6467 | 7.7754 | 79200 | 0.6983 | 0.0043 | 0.2698 | 0.7260 | 0.2698 |
| 0.6889 | 7.7852 | 79300 | 0.6948 | 0.0043 | 0.2735 | 0.7271 | 0.2735 |
| 0.6678 | 7.7950 | 79400 | 0.7047 | 0.0043 | 0.2672 | 0.7244 | 0.2672 |
| 0.6338 | 7.8048 | 79500 | 0.6979 | 0.0043 | 0.2749 | 0.7252 | 0.2749 |
| 0.7409 | 7.8146 | 79600 | 0.6996 | 0.0043 | 0.2691 | 0.7231 | 0.2691 |
| 0.7109 | 7.8245 | 79700 | 0.7044 | 0.0043 | 0.2685 | 0.7231 | 0.2685 |
| 0.6978 | 7.8343 | 79800 | 0.7048 | 0.0043 | 0.2691 | 0.7231 | 0.2691 |
| 0.7233 | 7.8441 | 79900 | 0.7068 | 0.0043 | 0.2733 | 0.7250 | 0.2733 |
| 0.6777 | 7.8539 | 80000 | 0.6978 | 0.0043 | 0.2701 | 0.7246 | 0.2701 |
| 0.704 | 7.8637 | 80100 | 0.7011 | 0.0043 | 0.2703 | 0.7235 | 0.2703 |
| 0.6122 | 7.8736 | 80200 | 0.7002 | 0.0043 | 0.2760 | 0.7248 | 0.2760 |
| 0.6752 | 7.8834 | 80300 | 0.6969 | 0.0043 | 0.2735 | 0.7263 | 0.2735 |
| 0.7636 | 7.8932 | 80400 | 0.7011 | 0.0043 | 0.2718 | 0.7247 | 0.2718 |
| 0.6594 | 7.9030 | 80500 | 0.7010 | 0.0043 | 0.2696 | 0.7237 | 0.2696 |
| 0.6428 | 7.9128 | 80600 | 0.7010 | 0.0043 | 0.2621 | 0.7230 | 0.2621 |
| 0.6626 | 7.9226 | 80700 | 0.7020 | 0.0043 | 0.2720 | 0.7241 | 0.2720 |
| 0.706 | 7.9325 | 80800 | 0.7017 | 0.0043 | 0.2723 | 0.7243 | 0.2723 |
| 0.7329 | 7.9423 | 80900 | 0.7013 | 0.0043 | 0.2650 | 0.7241 | 0.2650 |
| 0.7295 | 7.9521 | 81000 | 0.7047 | 0.0043 | 0.2715 | 0.7245 | 0.2715 |
| 0.6494 | 7.9619 | 81100 | 0.7075 | 0.0043 | 0.2611 | 0.7200 | 0.2611 |
| 0.7254 | 7.9717 | 81200 | 0.6992 | 0.0043 | 0.2694 | 0.7242 | 0.2694 |
| 0.7291 | 7.9815 | 81300 | 0.7016 | 0.0043 | 0.2676 | 0.7223 | 0.2676 |
| 0.6419 | 7.9914 | 81400 | 0.7025 | 0.0043 | 0.2615 | 0.7221 | 0.2615 |
| 0.6745 | 8.0012 | 81500 | 0.7056 | 0.0043 | 0.2614 | 0.7191 | 0.2614 |
| 0.6531 | 8.0110 | 81600 | 0.7004 | 0.0043 | 0.2652 | 0.7263 | 0.2652 |
| 0.6383 | 8.0208 | 81700 | 0.6991 | 0.0043 | 0.2679 | 0.7245 | 0.2679 |
| 0.657 | 8.0306 | 81800 | 0.6957 | 0.0043 | 0.2736 | 0.7267 | 0.2736 |
| 0.6693 | 8.0404 | 81900 | 0.6997 | 0.0043 | 0.2668 | 0.7239 | 0.2668 |
| 0.684 | 8.0503 | 82000 | 0.6970 | 0.0043 | 0.2714 | 0.7260 | 0.2714 |
| 0.6953 | 8.0601 | 82100 | 0.7031 | 0.0043 | 0.2707 | 0.7248 | 0.2707 |
| 0.6497 | 8.0699 | 82200 | 0.6959 | 0.0043 | 0.2671 | 0.7253 | 0.2671 |
| 0.5748 | 8.0797 | 82300 | 0.6953 | 0.0043 | 0.2718 | 0.7259 | 0.2718 |
| 0.7416 | 8.0895 | 82400 | 0.7005 | 0.0043 | 0.2713 | 0.7240 | 0.2713 |
| 0.7192 | 8.0994 | 82500 | 0.7015 | 0.0043 | 0.2665 | 0.7232 | 0.2665 |
| 0.6408 | 8.1092 | 82600 | 0.6962 | 0.0043 | 0.2689 | 0.7252 | 0.2689 |
| 0.7021 | 8.1190 | 82700 | 0.6999 | 0.0043 | 0.2698 | 0.7251 | 0.2698 |
| 0.7488 | 8.1288 | 82800 | 0.7040 | 0.0043 | 0.2730 | 0.7223 | 0.2730 |
| 0.6765 | 8.1386 | 82900 | 0.6950 | 0.0043 | 0.2785 | 0.7274 | 0.2785 |
| 0.679 | 8.1484 | 83000 | 0.6947 | 0.0043 | 0.2718 | 0.7255 | 0.2718 |
| 0.7114 | 8.1583 | 83100 | 0.6927 | 0.0043 | 0.2763 | 0.7278 | 0.2763 |
| 0.6889 | 8.1681 | 83200 | 0.6997 | 0.0043 | 0.2752 | 0.7274 | 0.2752 |
| 0.6813 | 8.1779 | 83300 | 0.6980 | 0.0043 | 0.2662 | 0.7246 | 0.2662 |
| 0.6438 | 8.1877 | 83400 | 0.7011 | 0.0043 | 0.2691 | 0.7240 | 0.2691 |
| 0.6636 | 8.1975 | 83500 | 0.7040 | 0.0043 | 0.2706 | 0.7230 | 0.2706 |
| 0.701 | 8.2073 | 83600 | 0.7015 | 0.0043 | 0.2675 | 0.7229 | 0.2675 |
| 0.6635 | 8.2172 | 83700 | 0.6969 | 0.0043 | 0.2701 | 0.7249 | 0.2701 |
| 0.6802 | 8.2270 | 83800 | 0.7007 | 0.0043 | 0.2694 | 0.7248 | 0.2694 |
| 0.6152 | 8.2368 | 83900 | 0.6987 | 0.0043 | 0.2701 | 0.7258 | 0.2701 |
| 0.6927 | 8.2466 | 84000 | 0.6926 | 0.0043 | 0.2736 | 0.7271 | 0.2736 |
| 0.6748 | 8.2564 | 84100 | 0.6976 | 0.0043 | 0.2681 | 0.7247 | 0.2681 |
| 0.6652 | 8.2662 | 84200 | 0.6929 | 0.0043 | 0.2737 | 0.7259 | 0.2737 |
| 0.7056 | 8.2761 | 84300 | 0.6978 | 0.0043 | 0.2731 | 0.7246 | 0.2731 |
| 0.7551 | 8.2859 | 84400 | 0.6968 | 0.0043 | 0.2714 | 0.7252 | 0.2714 |
| 0.7059 | 8.2957 | 84500 | 0.6973 | 0.0043 | 0.2688 | 0.7261 | 0.2688 |
| 0.6844 | 8.3055 | 84600 | 0.6996 | 0.0043 | 0.2739 | 0.7241 | 0.2739 |
| 0.6819 | 8.3153 | 84700 | 0.7038 | 0.0043 | 0.2734 | 0.7248 | 0.2734 |
| 0.6761 | 8.3252 | 84800 | 0.7034 | 0.0043 | 0.2713 | 0.7242 | 0.2713 |
| 0.6742 | 8.3350 | 84900 | 0.6954 | 0.0043 | 0.2708 | 0.7244 | 0.2708 |
| 0.6841 | 8.3448 | 85000 | 0.6955 | 0.0043 | 0.2705 | 0.7265 | 0.2705 |
| 0.6271 | 8.3546 | 85100 | 0.6940 | 0.0043 | 0.2728 | 0.7273 | 0.2728 |
| 0.6874 | 8.3644 | 85200 | 0.6977 | 0.0043 | 0.2709 | 0.7262 | 0.2709 |
| 0.6366 | 8.3742 | 85300 | 0.6949 | 0.0043 | 0.2743 | 0.7261 | 0.2743 |
| 0.6285 | 8.3841 | 85400 | 0.6941 | 0.0043 | 0.2713 | 0.7264 | 0.2713 |
| 0.584 | 8.3939 | 85500 | 0.6982 | 0.0043 | 0.2705 | 0.7256 | 0.2705 |
| 0.6883 | 8.4037 | 85600 | 0.6989 | 0.0043 | 0.2756 | 0.7261 | 0.2756 |
| 0.685 | 8.4135 | 85700 | 0.6969 | 0.0043 | 0.2712 | 0.7269 | 0.2712 |
| 0.6122 | 8.4233 | 85800 | 0.6942 | 0.0043 | 0.2805 | 0.7281 | 0.2805 |
| 0.6724 | 8.4331 | 85900 | 0.6962 | 0.0043 | 0.2742 | 0.7246 | 0.2742 |
| 0.7266 | 8.4430 | 86000 | 0.7016 | 0.0043 | 0.2675 | 0.7232 | 0.2675 |
| 0.7736 | 8.4528 | 86100 | 0.7010 | 0.0043 | 0.2629 | 0.7218 | 0.2629 |
| 0.6666 | 8.4626 | 86200 | 0.6969 | 0.0043 | 0.2687 | 0.7245 | 0.2687 |
| 0.7162 | 8.4724 | 86300 | 0.6962 | 0.0043 | 0.2723 | 0.7259 | 0.2723 |
| 0.6804 | 8.4822 | 86400 | 0.7023 | 0.0043 | 0.2718 | 0.7230 | 0.2718 |
| 0.67 | 8.4920 | 86500 | 0.6919 | 0.0043 | 0.2707 | 0.7291 | 0.2707 |
| 0.6831 | 8.5019 | 86600 | 0.7014 | 0.0043 | 0.2687 | 0.7253 | 0.2687 |
| 0.7388 | 8.5117 | 86700 | 0.6963 | 0.0043 | 0.2763 | 0.7265 | 0.2763 |
| 0.689 | 8.5215 | 86800 | 0.6968 | 0.0043 | 0.2796 | 0.7279 | 0.2796 |
| 0.6058 | 8.5313 | 86900 | 0.6909 | 0.0043 | 0.2727 | 0.7290 | 0.2727 |
| 0.7458 | 8.5411 | 87000 | 0.6991 | 0.0043 | 0.2658 | 0.7240 | 0.2658 |
| 0.6544 | 8.5510 | 87100 | 0.6927 | 0.0043 | 0.2715 | 0.7255 | 0.2715 |
| 0.6588 | 8.5608 | 87200 | 0.6983 | 0.0043 | 0.2743 | 0.7250 | 0.2743 |
| 0.7662 | 8.5706 | 87300 | 0.6977 | 0.0043 | 0.2734 | 0.7250 | 0.2734 |
| 0.6846 | 8.5804 | 87400 | 0.6933 | 0.0043 | 0.2688 | 0.7261 | 0.2688 |
| 0.6493 | 8.5902 | 87500 | 0.7017 | 0.0043 | 0.2687 | 0.7248 | 0.2687 |
| 0.676 | 8.6000 | 87600 | 0.6928 | 0.0043 | 0.2733 | 0.7268 | 0.2733 |
| 0.7247 | 8.6099 | 87700 | 0.6977 | 0.0043 | 0.2712 | 0.7259 | 0.2712 |
| 0.645 | 8.6197 | 87800 | 0.6901 | 0.0043 | 0.2714 | 0.7273 | 0.2714 |
| 0.6933 | 8.6295 | 87900 | 0.6939 | 0.0043 | 0.2754 | 0.7263 | 0.2754 |
| 0.6991 | 8.6393 | 88000 | 0.6959 | 0.0043 | 0.2707 | 0.7265 | 0.2707 |
| 0.6795 | 8.6491 | 88100 | 0.6910 | 0.0043 | 0.2739 | 0.7272 | 0.2739 |
| 0.7388 | 8.6589 | 88200 | 0.7000 | 0.0043 | 0.2718 | 0.7250 | 0.2718 |
| 0.7167 | 8.6688 | 88300 | 0.6926 | 0.0043 | 0.2746 | 0.7269 | 0.2746 |
| 0.6565 | 8.6786 | 88400 | 0.6899 | 0.0043 | 0.2767 | 0.7298 | 0.2767 |
| 0.6866 | 8.6884 | 88500 | 0.6952 | 0.0043 | 0.2736 | 0.7281 | 0.2736 |
| 0.7025 | 8.6982 | 88600 | 0.6940 | 0.0043 | 0.2763 | 0.7275 | 0.2763 |
| 0.6204 | 8.7080 | 88700 | 0.6933 | 0.0043 | 0.2743 | 0.7266 | 0.2743 |
| 0.7006 | 8.7178 | 88800 | 0.6991 | 0.0043 | 0.2785 | 0.7259 | 0.2785 |
| 0.6448 | 8.7277 | 88900 | 0.6946 | 0.0043 | 0.2691 | 0.7249 | 0.2691 |
| 0.6834 | 8.7375 | 89000 | 0.6928 | 0.0043 | 0.2742 | 0.7269 | 0.2742 |
| 0.6447 | 8.7473 | 89100 | 0.6887 | 0.0043 | 0.2765 | 0.7276 | 0.2765 |
| 0.6466 | 8.7571 | 89200 | 0.6902 | 0.0043 | 0.2788 | 0.7285 | 0.2788 |
| 0.6646 | 8.7669 | 89300 | 0.6963 | 0.0043 | 0.2766 | 0.7280 | 0.2766 |
| 0.6432 | 8.7768 | 89400 | 0.6941 | 0.0043 | 0.2774 | 0.7269 | 0.2774 |
| 0.7104 | 8.7866 | 89500 | 0.6962 | 0.0043 | 0.2748 | 0.7271 | 0.2748 |
| 0.6699 | 8.7964 | 89600 | 0.6889 | 0.0043 | 0.2729 | 0.7291 | 0.2729 |
| 0.6865 | 8.8062 | 89700 | 0.6974 | 0.0043 | 0.2745 | 0.7259 | 0.2745 |
| 0.6834 | 8.8160 | 89800 | 0.6968 | 0.0043 | 0.2725 | 0.7256 | 0.2725 |
| 0.6848 | 8.8258 | 89900 | 0.6999 | 0.0043 | 0.2691 | 0.7234 | 0.2691 |
| 0.6816 | 8.8357 | 90000 | 0.6879 | 0.0043 | 0.2734 | 0.7279 | 0.2734 |
| 0.6857 | 8.8455 | 90100 | 0.6914 | 0.0043 | 0.2737 | 0.7275 | 0.2737 |
| 0.6736 | 8.8553 | 90200 | 0.6873 | 0.0043 | 0.2749 | 0.7291 | 0.2749 |
| 0.6394 | 8.8651 | 90300 | 0.7003 | 0.0043 | 0.2665 | 0.7237 | 0.2665 |
| 0.6419 | 8.8749 | 90400 | 0.6967 | 0.0043 | 0.2685 | 0.7226 | 0.2685 |
| 0.7307 | 8.8847 | 90500 | 0.6960 | 0.0043 | 0.2749 | 0.7273 | 0.2749 |
| 0.6784 | 8.8946 | 90600 | 0.6897 | 0.0043 | 0.2759 | 0.7285 | 0.2759 |
| 0.6536 | 8.9044 | 90700 | 0.6965 | 0.0043 | 0.2754 | 0.7259 | 0.2754 |
| 0.717 | 8.9142 | 90800 | 0.6949 | 0.0043 | 0.2756 | 0.7268 | 0.2756 |
| 0.7525 | 8.9240 | 90900 | 0.6934 | 0.0043 | 0.2768 | 0.7287 | 0.2768 |
| 0.6725 | 8.9338 | 91000 | 0.6913 | 0.0043 | 0.2773 | 0.7282 | 0.2773 |
| 0.6472 | 8.9436 | 91100 | 0.6901 | 0.0043 | 0.2750 | 0.7267 | 0.2750 |
| 0.7019 | 8.9535 | 91200 | 0.6878 | 0.0043 | 0.2765 | 0.7281 | 0.2765 |
| 0.6865 | 8.9633 | 91300 | 0.7004 | 0.0043 | 0.2762 | 0.7261 | 0.2762 |
| 0.7471 | 8.9731 | 91400 | 0.6891 | 0.0043 | 0.2762 | 0.7283 | 0.2762 |
| 0.6644 | 8.9829 | 91500 | 0.6948 | 0.0043 | 0.2664 | 0.7258 | 0.2664 |
| 0.662 | 8.9927 | 91600 | 0.6917 | 0.0043 | 0.2792 | 0.7286 | 0.2792 |
| 0.6452 | 9.0026 | 91700 | 0.6872 | 0.0043 | 0.2779 | 0.7289 | 0.2779 |
| 0.676 | 9.0124 | 91800 | 0.6879 | 0.0043 | 0.2796 | 0.7296 | 0.2796 |
| 0.6846 | 9.0222 | 91900 | 0.6888 | 0.0043 | 0.2761 | 0.7284 | 0.2761 |
| 0.7019 | 9.0320 | 92000 | 0.6890 | 0.0043 | 0.2786 | 0.7281 | 0.2786 |
| 0.6248 | 9.0418 | 92100 | 0.6925 | 0.0043 | 0.2776 | 0.7280 | 0.2776 |
| 0.6949 | 9.0516 | 92200 | 0.6958 | 0.0043 | 0.2701 | 0.7256 | 0.2701 |
| 0.6367 | 9.0615 | 92300 | 0.6871 | 0.0043 | 0.2776 | 0.7287 | 0.2776 |
| 0.6783 | 9.0713 | 92400 | 0.6907 | 0.0043 | 0.2747 | 0.7265 | 0.2747 |
| 0.655 | 9.0811 | 92500 | 0.6927 | 0.0043 | 0.2739 | 0.7265 | 0.2739 |
| 0.6814 | 9.0909 | 92600 | 0.6925 | 0.0043 | 0.2843 | 0.7308 | 0.2843 |
| 0.6916 | 9.1007 | 92700 | 0.6865 | 0.0043 | 0.2756 | 0.7298 | 0.2756 |
| 0.6214 | 9.1105 | 92800 | 0.6923 | 0.0043 | 0.2646 | 0.7244 | 0.2646 |
| 0.5933 | 9.1204 | 92900 | 0.6859 | 0.0043 | 0.2786 | 0.7300 | 0.2786 |
| 0.7382 | 9.1302 | 93000 | 0.6890 | 0.0043 | 0.2788 | 0.7287 | 0.2788 |
| 0.6386 | 9.1400 | 93100 | 0.6852 | 0.0043 | 0.2770 | 0.7293 | 0.2770 |
| 0.6844 | 9.1498 | 93200 | 0.6903 | 0.0043 | 0.2707 | 0.7268 | 0.2707 |
| 0.5804 | 9.1596 | 93300 | 0.6885 | 0.0043 | 0.2787 | 0.7288 | 0.2787 |
| 0.7853 | 9.1694 | 93400 | 0.6987 | 0.0043 | 0.2752 | 0.7262 | 0.2752 |
| 0.6532 | 9.1793 | 93500 | 0.6949 | 0.0043 | 0.2792 | 0.7282 | 0.2792 |
| 0.6687 | 9.1891 | 93600 | 0.6887 | 0.0043 | 0.2765 | 0.7283 | 0.2765 |
| 0.7525 | 9.1989 | 93700 | 0.7035 | 0.0043 | 0.2661 | 0.7223 | 0.2661 |
| 0.6757 | 9.2087 | 93800 | 0.7011 | 0.0043 | 0.2740 | 0.7237 | 0.2740 |
| 0.7125 | 9.2185 | 93900 | 0.6894 | 0.0043 | 0.2804 | 0.7296 | 0.2804 |
| 0.6432 | 9.2284 | 94000 | 0.6881 | 0.0043 | 0.2874 | 0.7326 | 0.2874 |
| 0.6767 | 9.2382 | 94100 | 0.6938 | 0.0043 | 0.2767 | 0.7268 | 0.2767 |
| 0.6961 | 9.2480 | 94200 | 0.6954 | 0.0043 | 0.2714 | 0.7265 | 0.2714 |
| 0.6857 | 9.2578 | 94300 | 0.6907 | 0.0043 | 0.2794 | 0.7288 | 0.2794 |
| 0.6899 | 9.2676 | 94400 | 0.6920 | 0.0043 | 0.2767 | 0.7273 | 0.2767 |
| 0.6819 | 9.2774 | 94500 | 0.6944 | 0.0043 | 0.2734 | 0.7269 | 0.2734 |
| 0.6089 | 9.2873 | 94600 | 0.6934 | 0.0043 | 0.2747 | 0.7278 | 0.2747 |
| 0.6768 | 9.2971 | 94700 | 0.6904 | 0.0043 | 0.2779 | 0.7290 | 0.2779 |
| 0.7207 | 9.3069 | 94800 | 0.6945 | 0.0043 | 0.2701 | 0.7247 | 0.2701 |
| 0.6408 | 9.3167 | 94900 | 0.6860 | 0.0043 | 0.2830 | 0.7311 | 0.2830 |
| 0.6524 | 9.3265 | 95000 | 0.6930 | 0.0043 | 0.2703 | 0.7263 | 0.2703 |
| 0.6763 | 9.3363 | 95100 | 0.6917 | 0.0043 | 0.2752 | 0.7282 | 0.2752 |
| 0.7276 | 9.3462 | 95200 | 0.6899 | 0.0043 | 0.2792 | 0.7294 | 0.2792 |
| 0.6673 | 9.3560 | 95300 | 0.6846 | 0.0043 | 0.2763 | 0.7289 | 0.2763 |
| 0.6442 | 9.3658 | 95400 | 0.6824 | 0.0043 | 0.2797 | 0.7305 | 0.2797 |
| 0.6969 | 9.3756 | 95500 | 0.6878 | 0.0043 | 0.2755 | 0.7282 | 0.2755 |
| 0.5932 | 9.3854 | 95600 | 0.6877 | 0.0043 | 0.2811 | 0.7301 | 0.2811 |
| 0.6193 | 9.3952 | 95700 | 0.6895 | 0.0043 | 0.2767 | 0.7301 | 0.2767 |
| 0.6608 | 9.4051 | 95800 | 0.6994 | 0.0043 | 0.2712 | 0.7248 | 0.2712 |
| 0.7471 | 9.4149 | 95900 | 0.6950 | 0.0043 | 0.2774 | 0.7265 | 0.2774 |
| 0.6712 | 9.4247 | 96000 | 0.6888 | 0.0043 | 0.2812 | 0.7275 | 0.2812 |
| 0.6252 | 9.4345 | 96100 | 0.6869 | 0.0043 | 0.2801 | 0.7289 | 0.2801 |
| 0.7034 | 9.4443 | 96200 | 0.6850 | 0.0043 | 0.2761 | 0.7290 | 0.2761 |
| 0.6484 | 9.4542 | 96300 | 0.6849 | 0.0043 | 0.2747 | 0.7290 | 0.2747 |
| 0.6764 | 9.4640 | 96400 | 0.6904 | 0.0043 | 0.2747 | 0.7280 | 0.2747 |
| 0.6223 | 9.4738 | 96500 | 0.6993 | 0.0043 | 0.2698 | 0.7236 | 0.2698 |
| 0.6293 | 9.4836 | 96600 | 0.6841 | 0.0043 | 0.2793 | 0.7308 | 0.2793 |
| 0.5913 | 9.4934 | 96700 | 0.6913 | 0.0043 | 0.2722 | 0.7267 | 0.2722 |
| 0.6672 | 9.5032 | 96800 | 0.6860 | 0.0043 | 0.2794 | 0.7287 | 0.2794 |
| 0.7438 | 9.5131 | 96900 | 0.6929 | 0.0043 | 0.2766 | 0.7270 | 0.2766 |
| 0.7279 | 9.5229 | 97000 | 0.6877 | 0.0043 | 0.2792 | 0.7292 | 0.2792 |
| 0.6864 | 9.5327 | 97100 | 0.6877 | 0.0043 | 0.2752 | 0.7290 | 0.2752 |
| 0.6725 | 9.5425 | 97200 | 0.6925 | 0.0043 | 0.2736 | 0.7273 | 0.2736 |
| 0.6576 | 9.5523 | 97300 | 0.6923 | 0.0043 | 0.2740 | 0.7281 | 0.2740 |
| 0.6251 | 9.5621 | 97400 | 0.6846 | 0.0043 | 0.2840 | 0.7311 | 0.2840 |
| 0.6167 | 9.5720 | 97500 | 0.6865 | 0.0043 | 0.2726 | 0.7280 | 0.2726 |
| 0.6557 | 9.5818 | 97600 | 0.6953 | 0.0043 | 0.2746 | 0.7265 | 0.2746 |
| 0.7128 | 9.5916 | 97700 | 0.6899 | 0.0043 | 0.2720 | 0.7287 | 0.2720 |
| 0.6557 | 9.6014 | 97800 | 0.6909 | 0.0043 | 0.2761 | 0.7273 | 0.2761 |
| 0.6065 | 9.6112 | 97900 | 0.6876 | 0.0043 | 0.2815 | 0.7292 | 0.2815 |
| 0.6656 | 9.6210 | 98000 | 0.6863 | 0.0043 | 0.2817 | 0.7306 | 0.2817 |
| 0.627 | 9.6309 | 98100 | 0.6891 | 0.0043 | 0.2734 | 0.7270 | 0.2734 |
| 0.6422 | 9.6407 | 98200 | 0.6877 | 0.0043 | 0.2779 | 0.7279 | 0.2779 |
| 0.6476 | 9.6505 | 98300 | 0.6861 | 0.0043 | 0.2790 | 0.7308 | 0.2790 |
| 0.6046 | 9.6603 | 98400 | 0.6837 | 0.0043 | 0.2851 | 0.7305 | 0.2851 |
| 0.6947 | 9.6701 | 98500 | 0.6911 | 0.0043 | 0.2783 | 0.7268 | 0.2783 |
| 0.734 | 9.6800 | 98600 | 0.6873 | 0.0043 | 0.2766 | 0.7290 | 0.2766 |
| 0.6974 | 9.6898 | 98700 | 0.6853 | 0.0043 | 0.2752 | 0.7298 | 0.2752 |
| 0.7171 | 9.6996 | 98800 | 0.6940 | 0.0043 | 0.2704 | 0.7272 | 0.2704 |
| 0.6187 | 9.7094 | 98900 | 0.6959 | 0.0043 | 0.2700 | 0.7251 | 0.2700 |
| 0.6916 | 9.7192 | 99000 | 0.6896 | 0.0043 | 0.2784 | 0.7281 | 0.2784 |
| 0.7278 | 9.7290 | 99100 | 0.6825 | 0.0043 | 0.2771 | 0.7312 | 0.2771 |
| 0.7001 | 9.7389 | 99200 | 0.6849 | 0.0043 | 0.2747 | 0.7300 | 0.2747 |
| 0.6644 | 9.7487 | 99300 | 0.6892 | 0.0043 | 0.2820 | 0.7304 | 0.2820 |
| 0.7434 | 9.7585 | 99400 | 0.6894 | 0.0043 | 0.2846 | 0.7289 | 0.2846 |
| 0.6935 | 9.7683 | 99500 | 0.6875 | 0.0043 | 0.2818 | 0.7306 | 0.2818 |
| 0.7298 | 9.7781 | 99600 | 0.6813 | 0.0043 | 0.2852 | 0.7320 | 0.2852 |
| 0.6055 | 9.7879 | 99700 | 0.6872 | 0.0043 | 0.2777 | 0.7293 | 0.2777 |
| 0.697 | 9.7978 | 99800 | 0.6858 | 0.0043 | 0.2795 | 0.7317 | 0.2795 |
| 0.6679 | 9.8076 | 99900 | 0.6897 | 0.0043 | 0.2790 | 0.7269 | 0.2790 |
| 0.7049 | 9.8174 | 100000 | 0.6865 | 0.0043 | 0.2820 | 0.7305 | 0.2820 |
| 0.6919 | 9.8272 | 100100 | 0.6834 | 0.0043 | 0.2822 | 0.7317 | 0.2822 |
| 0.6844 | 9.8370 | 100200 | 0.6873 | 0.0043 | 0.2818 | 0.7316 | 0.2818 |
| 0.6991 | 9.8468 | 100300 | 0.6878 | 0.0043 | 0.2761 | 0.7286 | 0.2761 |
| 0.6693 | 9.8567 | 100400 | 0.6859 | 0.0043 | 0.2806 | 0.7296 | 0.2806 |
| 0.6807 | 9.8665 | 100500 | 0.6868 | 0.0043 | 0.2784 | 0.7278 | 0.2784 |
| 0.6738 | 9.8763 | 100600 | 0.6887 | 0.0043 | 0.2785 | 0.7291 | 0.2785 |
| 0.7126 | 9.8861 | 100700 | 0.6900 | 0.0043 | 0.2761 | 0.7281 | 0.2761 |
| 0.6566 | 9.8959 | 100800 | 0.6865 | 0.0043 | 0.2865 | 0.7307 | 0.2865 |
| 0.7184 | 9.9058 | 100900 | 0.6838 | 0.0043 | 0.2805 | 0.7293 | 0.2805 |
| 0.6757 | 9.9156 | 101000 | 0.6808 | 0.0043 | 0.2829 | 0.7306 | 0.2829 |
| 0.6497 | 9.9254 | 101100 | 0.6883 | 0.0043 | 0.2792 | 0.7290 | 0.2792 |
| 0.6986 | 9.9352 | 101200 | 0.6813 | 0.0043 | 0.2841 | 0.7305 | 0.2841 |
| 0.6796 | 9.9450 | 101300 | 0.6842 | 0.0043 | 0.2864 | 0.7331 | 0.2864 |
| 0.6383 | 9.9548 | 101400 | 0.6889 | 0.0043 | 0.2745 | 0.7282 | 0.2745 |
| 0.6431 | 9.9647 | 101500 | 0.6845 | 0.0043 | 0.2754 | 0.7287 | 0.2754 |
| 0.705 | 9.9745 | 101600 | 0.6899 | 0.0043 | 0.2765 | 0.7270 | 0.2765 |
| 0.7209 | 9.9843 | 101700 | 0.6829 | 0.0043 | 0.2768 | 0.7296 | 0.2768 |
| 0.6603 | 9.9941 | 101800 | 0.6836 | 0.0043 | 0.2818 | 0.7303 | 0.2818 |
| 0.6607 | 10.0039 | 101900 | 0.6829 | 0.0043 | 0.2817 | 0.7318 | 0.2817 |
| 0.5812 | 10.0137 | 102000 | 0.6846 | 0.0043 | 0.2796 | 0.7295 | 0.2796 |
| 0.6137 | 10.0236 | 102100 | 0.6821 | 0.0043 | 0.2827 | 0.7313 | 0.2827 |
| 0.6779 | 10.0334 | 102200 | 0.6821 | 0.0043 | 0.2798 | 0.7305 | 0.2798 |
| 0.7244 | 10.0432 | 102300 | 0.6890 | 0.0043 | 0.2742 | 0.7276 | 0.2742 |
| 0.7005 | 10.0530 | 102400 | 0.6873 | 0.0043 | 0.2755 | 0.7294 | 0.2755 |
| 0.6882 | 10.0628 | 102500 | 0.6859 | 0.0043 | 0.2750 | 0.7282 | 0.2750 |
| 0.7143 | 10.0726 | 102600 | 0.6825 | 0.0043 | 0.2806 | 0.7305 | 0.2806 |
| 0.6873 | 10.0825 | 102700 | 0.6878 | 0.0043 | 0.2796 | 0.7291 | 0.2796 |
| 0.6248 | 10.0923 | 102800 | 0.6836 | 0.0043 | 0.2810 | 0.7300 | 0.2810 |
| 0.7312 | 10.1021 | 102900 | 0.6790 | 0.0043 | 0.2842 | 0.7331 | 0.2842 |
| 0.662 | 10.1119 | 103000 | 0.6834 | 0.0043 | 0.2758 | 0.7309 | 0.2758 |
| 0.7699 | 10.1217 | 103100 | 0.6873 | 0.0043 | 0.2801 | 0.7308 | 0.2801 |
| 0.6201 | 10.1316 | 103200 | 0.6856 | 0.0043 | 0.2789 | 0.7289 | 0.2789 |
| 0.7101 | 10.1414 | 103300 | 0.6784 | 0.0043 | 0.2830 | 0.7322 | 0.2830 |
| 0.6836 | 10.1512 | 103400 | 0.6888 | 0.0043 | 0.2740 | 0.7275 | 0.2740 |
| 0.7257 | 10.1610 | 103500 | 0.6842 | 0.0043 | 0.2771 | 0.7310 | 0.2771 |
| 0.6724 | 10.1708 | 103600 | 0.6857 | 0.0043 | 0.2800 | 0.7294 | 0.2800 |
| 0.6559 | 10.1806 | 103700 | 0.6804 | 0.0043 | 0.2805 | 0.7311 | 0.2805 |
| 0.6396 | 10.1905 | 103800 | 0.6820 | 0.0043 | 0.2812 | 0.7312 | 0.2812 |
| 0.642 | 10.2003 | 103900 | 0.6839 | 0.0043 | 0.2819 | 0.7311 | 0.2819 |
| 0.6691 | 10.2101 | 104000 | 0.6840 | 0.0043 | 0.2850 | 0.7319 | 0.2850 |
| 0.6877 | 10.2199 | 104100 | 0.6882 | 0.0043 | 0.2812 | 0.7298 | 0.2812 |
| 0.6215 | 10.2297 | 104200 | 0.6862 | 0.0043 | 0.2806 | 0.7312 | 0.2806 |
| 0.6924 | 10.2395 | 104300 | 0.6787 | 0.0043 | 0.2837 | 0.7333 | 0.2837 |
| 0.745 | 10.2494 | 104400 | 0.6843 | 0.0043 | 0.2814 | 0.7304 | 0.2814 |
| 0.6837 | 10.2592 | 104500 | 0.6873 | 0.0043 | 0.2785 | 0.7293 | 0.2785 |
| 0.6936 | 10.2690 | 104600 | 0.6840 | 0.0043 | 0.2866 | 0.7314 | 0.2866 |
| 0.6901 | 10.2788 | 104700 | 0.6826 | 0.0043 | 0.2772 | 0.7285 | 0.2772 |
| 0.6352 | 10.2886 | 104800 | 0.6823 | 0.0043 | 0.2876 | 0.7338 | 0.2876 |
| 0.6832 | 10.2984 | 104900 | 0.6827 | 0.0043 | 0.2832 | 0.7310 | 0.2832 |
| 0.6262 | 10.3083 | 105000 | 0.6824 | 0.0043 | 0.2897 | 0.7317 | 0.2897 |
| 0.6541 | 10.3181 | 105100 | 0.6858 | 0.0043 | 0.2823 | 0.7300 | 0.2823 |
| 0.6216 | 10.3279 | 105200 | 0.6825 | 0.0043 | 0.2809 | 0.7298 | 0.2809 |
| 0.6917 | 10.3377 | 105300 | 0.6818 | 0.0043 | 0.2813 | 0.7310 | 0.2813 |
| 0.6476 | 10.3475 | 105400 | 0.6880 | 0.0043 | 0.2836 | 0.7293 | 0.2836 |
| 0.6089 | 10.3574 | 105500 | 0.6781 | 0.0043 | 0.2803 | 0.7327 | 0.2803 |
| 0.6993 | 10.3672 | 105600 | 0.6862 | 0.0043 | 0.2779 | 0.7301 | 0.2779 |
| 0.6747 | 10.3770 | 105700 | 0.6832 | 0.0043 | 0.2878 | 0.7338 | 0.2878 |
| 0.6196 | 10.3868 | 105800 | 0.6907 | 0.0043 | 0.2818 | 0.7308 | 0.2818 |
| 0.6834 | 10.3966 | 105900 | 0.6814 | 0.0043 | 0.2792 | 0.7316 | 0.2792 |
| 0.6728 | 10.4064 | 106000 | 0.6836 | 0.0043 | 0.2895 | 0.7340 | 0.2895 |
| 0.6321 | 10.4163 | 106100 | 0.6814 | 0.0043 | 0.2834 | 0.7316 | 0.2834 |
| 0.6223 | 10.4261 | 106200 | 0.6810 | 0.0043 | 0.2788 | 0.7308 | 0.2788 |
| 0.682 | 10.4359 | 106300 | 0.6798 | 0.0043 | 0.2839 | 0.7319 | 0.2839 |
| 0.5809 | 10.4457 | 106400 | 0.6833 | 0.0043 | 0.2855 | 0.7323 | 0.2855 |
| 0.6586 | 10.4555 | 106500 | 0.6828 | 0.0043 | 0.2823 | 0.7310 | 0.2823 |
| 0.6714 | 10.4653 | 106600 | 0.6903 | 0.0043 | 0.2779 | 0.7294 | 0.2779 |
| 0.6891 | 10.4752 | 106700 | 0.6843 | 0.0043 | 0.2832 | 0.7315 | 0.2832 |
| 0.6557 | 10.4850 | 106800 | 0.6777 | 0.0043 | 0.2838 | 0.7324 | 0.2838 |
| 0.6267 | 10.4948 | 106900 | 0.6864 | 0.0043 | 0.2772 | 0.7301 | 0.2772 |
| 0.6166 | 10.5046 | 107000 | 0.6803 | 0.0043 | 0.2841 | 0.7335 | 0.2841 |
| 0.6176 | 10.5144 | 107100 | 0.6787 | 0.0043 | 0.2903 | 0.7334 | 0.2903 |
| 0.6742 | 10.5242 | 107200 | 0.6846 | 0.0043 | 0.2785 | 0.7291 | 0.2785 |
| 0.5824 | 10.5341 | 107300 | 0.6756 | 0.0043 | 0.2870 | 0.7329 | 0.2870 |
| 0.6415 | 10.5439 | 107400 | 0.6793 | 0.0043 | 0.2821 | 0.7320 | 0.2821 |
| 0.6669 | 10.5537 | 107500 | 0.6784 | 0.0043 | 0.2830 | 0.7334 | 0.2830 |
| 0.6498 | 10.5635 | 107600 | 0.6781 | 0.0043 | 0.2817 | 0.7322 | 0.2817 |
| 0.6315 | 10.5733 | 107700 | 0.6739 | 0.0043 | 0.2867 | 0.7351 | 0.2867 |
| 0.6418 | 10.5832 | 107800 | 0.6822 | 0.0043 | 0.2781 | 0.7294 | 0.2781 |
| 0.6718 | 10.5930 | 107900 | 0.6793 | 0.0043 | 0.2828 | 0.7330 | 0.2828 |
| 0.6143 | 10.6028 | 108000 | 0.6876 | 0.0043 | 0.2788 | 0.7309 | 0.2788 |
| 0.7222 | 10.6126 | 108100 | 0.6900 | 0.0043 | 0.2776 | 0.7286 | 0.2776 |
| 0.6183 | 10.6224 | 108200 | 0.6748 | 0.0043 | 0.2871 | 0.7342 | 0.2871 |
| 0.6709 | 10.6322 | 108300 | 0.6818 | 0.0043 | 0.2794 | 0.7326 | 0.2794 |
| 0.6692 | 10.6421 | 108400 | 0.6803 | 0.0043 | 0.2833 | 0.7313 | 0.2833 |
| 0.6979 | 10.6519 | 108500 | 0.6757 | 0.0043 | 0.2852 | 0.7326 | 0.2852 |
| 0.6677 | 10.6617 | 108600 | 0.6821 | 0.0043 | 0.2808 | 0.7301 | 0.2808 |
| 0.6744 | 10.6715 | 108700 | 0.6819 | 0.0043 | 0.2849 | 0.7308 | 0.2849 |
| 0.6172 | 10.6813 | 108800 | 0.6808 | 0.0043 | 0.2866 | 0.7326 | 0.2866 |
| 0.6364 | 10.6911 | 108900 | 0.6829 | 0.0043 | 0.2795 | 0.7283 | 0.2795 |
| 0.6842 | 10.7010 | 109000 | 0.6828 | 0.0043 | 0.2811 | 0.7316 | 0.2811 |
| 0.6572 | 10.7108 | 109100 | 0.6848 | 0.0043 | 0.2779 | 0.7294 | 0.2779 |
| 0.6761 | 10.7206 | 109200 | 0.6799 | 0.0043 | 0.2828 | 0.7317 | 0.2828 |
| 0.6444 | 10.7304 | 109300 | 0.6762 | 0.0043 | 0.2894 | 0.7348 | 0.2894 |
| 0.717 | 10.7402 | 109400 | 0.6881 | 0.0043 | 0.2730 | 0.7288 | 0.2730 |
| 0.6081 | 10.7500 | 109500 | 0.6765 | 0.0043 | 0.2835 | 0.7341 | 0.2835 |
| 0.6912 | 10.7599 | 109600 | 0.6816 | 0.0043 | 0.2786 | 0.7319 | 0.2786 |
| 0.6731 | 10.7697 | 109700 | 0.6763 | 0.0043 | 0.2854 | 0.7320 | 0.2854 |
| 0.6979 | 10.7795 | 109800 | 0.6723 | 0.0043 | 0.2848 | 0.7341 | 0.2848 |
| 0.7069 | 10.7893 | 109900 | 0.6782 | 0.0043 | 0.2842 | 0.7328 | 0.2842 |
| 0.6805 | 10.7991 | 110000 | 0.6882 | 0.0043 | 0.2790 | 0.7276 | 0.2790 |
| 0.7269 | 10.8090 | 110100 | 0.6843 | 0.0043 | 0.2819 | 0.7310 | 0.2819 |
| 0.6899 | 10.8188 | 110200 | 0.6758 | 0.0043 | 0.2856 | 0.7321 | 0.2856 |
| 0.6772 | 10.8286 | 110300 | 0.6750 | 0.0043 | 0.2854 | 0.7327 | 0.2854 |
| 0.7046 | 10.8384 | 110400 | 0.6816 | 0.0043 | 0.2893 | 0.7330 | 0.2893 |
| 0.7462 | 10.8482 | 110500 | 0.6798 | 0.0043 | 0.2841 | 0.7329 | 0.2841 |
| 0.6866 | 10.8580 | 110600 | 0.6776 | 0.0043 | 0.2844 | 0.7342 | 0.2844 |
| 0.6626 | 10.8679 | 110700 | 0.6772 | 0.0043 | 0.2794 | 0.7327 | 0.2794 |
| 0.638 | 10.8777 | 110800 | 0.6732 | 0.0043 | 0.2891 | 0.7349 | 0.2891 |
| 0.6587 | 10.8875 | 110900 | 0.6829 | 0.0043 | 0.2814 | 0.7288 | 0.2814 |
| 0.6261 | 10.8973 | 111000 | 0.6787 | 0.0043 | 0.2893 | 0.7337 | 0.2893 |
| 0.5722 | 10.9071 | 111100 | 0.6746 | 0.0043 | 0.2865 | 0.7344 | 0.2865 |
| 0.6476 | 10.9169 | 111200 | 0.6822 | 0.0043 | 0.2825 | 0.7313 | 0.2825 |
| 0.6505 | 10.9268 | 111300 | 0.6771 | 0.0043 | 0.2854 | 0.7329 | 0.2854 |
| 0.6585 | 10.9366 | 111400 | 0.6755 | 0.0043 | 0.2876 | 0.7332 | 0.2876 |
| 0.7061 | 10.9464 | 111500 | 0.6814 | 0.0043 | 0.2771 | 0.7317 | 0.2771 |
| 0.6702 | 10.9562 | 111600 | 0.6778 | 0.0043 | 0.2827 | 0.7342 | 0.2827 |
| 0.6781 | 10.9660 | 111700 | 0.6808 | 0.0043 | 0.2832 | 0.7307 | 0.2832 |
| 0.6815 | 10.9758 | 111800 | 0.6830 | 0.0043 | 0.2781 | 0.7305 | 0.2781 |
| 0.6406 | 10.9857 | 111900 | 0.6787 | 0.0043 | 0.2803 | 0.7318 | 0.2803 |
| 0.6576 | 10.9955 | 112000 | 0.6788 | 0.0043 | 0.2783 | 0.7330 | 0.2783 |
| 0.7267 | 11.0053 | 112100 | 0.6790 | 0.0043 | 0.2839 | 0.7309 | 0.2839 |
| 0.6644 | 11.0151 | 112200 | 0.6816 | 0.0043 | 0.2822 | 0.7311 | 0.2822 |
| 0.5699 | 11.0249 | 112300 | 0.6764 | 0.0043 | 0.2836 | 0.7320 | 0.2836 |
| 0.6883 | 11.0348 | 112400 | 0.6799 | 0.0043 | 0.2868 | 0.7310 | 0.2868 |
| 0.6654 | 11.0446 | 112500 | 0.6786 | 0.0043 | 0.2834 | 0.7339 | 0.2834 |
| 0.7015 | 11.0544 | 112600 | 0.6824 | 0.0043 | 0.2758 | 0.7283 | 0.2758 |
| 0.6527 | 11.0642 | 112700 | 0.6795 | 0.0043 | 0.2809 | 0.7319 | 0.2809 |
| 0.6609 | 11.0740 | 112800 | 0.6776 | 0.0043 | 0.2842 | 0.7328 | 0.2842 |
| 0.688 | 11.0838 | 112900 | 0.6783 | 0.0043 | 0.2890 | 0.7326 | 0.2890 |
| 0.6739 | 11.0937 | 113000 | 0.6734 | 0.0043 | 0.2892 | 0.7353 | 0.2892 |
| 0.5826 | 11.1035 | 113100 | 0.6766 | 0.0043 | 0.2848 | 0.7319 | 0.2848 |
| 0.6462 | 11.1133 | 113200 | 0.6755 | 0.0043 | 0.2827 | 0.7324 | 0.2827 |
| 0.596 | 11.1231 | 113300 | 0.6733 | 0.0043 | 0.2929 | 0.7344 | 0.2929 |
| 0.6483 | 11.1329 | 113400 | 0.6760 | 0.0043 | 0.2828 | 0.7333 | 0.2828 |
| 0.7036 | 11.1427 | 113500 | 0.6806 | 0.0043 | 0.2804 | 0.7302 | 0.2804 |
| 0.6972 | 11.1526 | 113600 | 0.6746 | 0.0043 | 0.2868 | 0.7334 | 0.2868 |
| 0.6886 | 11.1624 | 113700 | 0.6773 | 0.0043 | 0.2817 | 0.7319 | 0.2817 |
| 0.676 | 11.1722 | 113800 | 0.6749 | 0.0043 | 0.2851 | 0.7330 | 0.2851 |
| 0.6507 | 11.1820 | 113900 | 0.6764 | 0.0043 | 0.2900 | 0.7349 | 0.2900 |
| 0.6081 | 11.1918 | 114000 | 0.6736 | 0.0043 | 0.2866 | 0.7330 | 0.2866 |
| 0.69 | 11.2016 | 114100 | 0.6780 | 0.0043 | 0.2869 | 0.7336 | 0.2869 |
| 0.6999 | 11.2115 | 114200 | 0.6767 | 0.0043 | 0.2879 | 0.7335 | 0.2879 |
| 0.6705 | 11.2213 | 114300 | 0.6807 | 0.0043 | 0.2850 | 0.7325 | 0.2850 |
| 0.6227 | 11.2311 | 114400 | 0.6762 | 0.0043 | 0.2881 | 0.7344 | 0.2881 |
| 0.7013 | 11.2409 | 114500 | 0.6724 | 0.0043 | 0.2846 | 0.7338 | 0.2846 |
| 0.6737 | 11.2507 | 114600 | 0.6724 | 0.0043 | 0.2899 | 0.7348 | 0.2899 |
| 0.7058 | 11.2606 | 114700 | 0.6738 | 0.0043 | 0.2848 | 0.7335 | 0.2848 |
| 0.6718 | 11.2704 | 114800 | 0.6811 | 0.0043 | 0.2840 | 0.7316 | 0.2840 |
| 0.6386 | 11.2802 | 114900 | 0.6714 | 0.0043 | 0.2908 | 0.7360 | 0.2908 |
| 0.6307 | 11.2900 | 115000 | 0.6750 | 0.0043 | 0.2825 | 0.7341 | 0.2825 |
| 0.6433 | 11.2998 | 115100 | 0.6755 | 0.0043 | 0.2852 | 0.7341 | 0.2852 |
| 0.662 | 11.3096 | 115200 | 0.6818 | 0.0043 | 0.2858 | 0.7309 | 0.2858 |
| 0.632 | 11.3195 | 115300 | 0.6758 | 0.0043 | 0.2866 | 0.7340 | 0.2866 |
| 0.627 | 11.3293 | 115400 | 0.6765 | 0.0043 | 0.2900 | 0.7356 | 0.2900 |
| 0.7239 | 11.3391 | 115500 | 0.6770 | 0.0043 | 0.2855 | 0.7314 | 0.2855 |
| 0.7056 | 11.3489 | 115600 | 0.6760 | 0.0043 | 0.2895 | 0.7333 | 0.2895 |
| 0.716 | 11.3587 | 115700 | 0.6756 | 0.0043 | 0.2840 | 0.7339 | 0.2840 |
| 0.7085 | 11.3685 | 115800 | 0.6768 | 0.0043 | 0.2885 | 0.7356 | 0.2885 |
| 0.726 | 11.3784 | 115900 | 0.6829 | 0.0043 | 0.2812 | 0.7320 | 0.2812 |
| 0.7 | 11.3882 | 116000 | 0.6755 | 0.0043 | 0.2921 | 0.7350 | 0.2921 |
| 0.6462 | 11.3980 | 116100 | 0.6731 | 0.0043 | 0.2857 | 0.7349 | 0.2857 |
| 0.655 | 11.4078 | 116200 | 0.6785 | 0.0043 | 0.2801 | 0.7308 | 0.2801 |
| 0.6355 | 11.4176 | 116300 | 0.6690 | 0.0043 | 0.2926 | 0.7374 | 0.2926 |
| 0.7244 | 11.4274 | 116400 | 0.6744 | 0.0043 | 0.2863 | 0.7353 | 0.2863 |
| 0.6344 | 11.4373 | 116500 | 0.6776 | 0.0043 | 0.2821 | 0.7341 | 0.2821 |
| 0.6996 | 11.4471 | 116600 | 0.6722 | 0.0043 | 0.2886 | 0.7352 | 0.2886 |
| 0.596 | 11.4569 | 116700 | 0.6735 | 0.0043 | 0.2879 | 0.7342 | 0.2879 |
| 0.6119 | 11.4667 | 116800 | 0.6708 | 0.0043 | 0.2857 | 0.7360 | 0.2857 |
| 0.6746 | 11.4765 | 116900 | 0.6787 | 0.0043 | 0.2851 | 0.7340 | 0.2851 |
| 0.6667 | 11.4864 | 117000 | 0.6708 | 0.0043 | 0.2893 | 0.7359 | 0.2893 |
| 0.6649 | 11.4962 | 117100 | 0.6796 | 0.0043 | 0.2853 | 0.7323 | 0.2853 |
| 0.6704 | 11.5060 | 117200 | 0.6778 | 0.0043 | 0.2831 | 0.7319 | 0.2831 |
| 0.6905 | 11.5158 | 117300 | 0.6749 | 0.0043 | 0.2899 | 0.7354 | 0.2899 |
| 0.6824 | 11.5256 | 117400 | 0.6809 | 0.0043 | 0.2859 | 0.7310 | 0.2859 |
| 0.708 | 11.5354 | 117500 | 0.6807 | 0.0043 | 0.2832 | 0.7322 | 0.2832 |
| 0.6129 | 11.5453 | 117600 | 0.6784 | 0.0043 | 0.2862 | 0.7333 | 0.2862 |
| 0.6738 | 11.5551 | 117700 | 0.6763 | 0.0043 | 0.2902 | 0.7345 | 0.2902 |
| 0.6336 | 11.5649 | 117800 | 0.6736 | 0.0043 | 0.2903 | 0.7354 | 0.2903 |
| 0.6761 | 11.5747 | 117900 | 0.6748 | 0.0043 | 0.2831 | 0.7329 | 0.2831 |
| 0.6394 | 11.5845 | 118000 | 0.6710 | 0.0043 | 0.2947 | 0.7367 | 0.2947 |
| 0.6459 | 11.5943 | 118100 | 0.6818 | 0.0043 | 0.2859 | 0.7334 | 0.2859 |
| 0.6126 | 11.6042 | 118200 | 0.6729 | 0.0043 | 0.2907 | 0.7345 | 0.2907 |
| 0.6402 | 11.6140 | 118300 | 0.6705 | 0.0043 | 0.2919 | 0.7368 | 0.2919 |
| 0.5962 | 11.6238 | 118400 | 0.6680 | 0.0043 | 0.2930 | 0.7378 | 0.2930 |
| 0.6551 | 11.6336 | 118500 | 0.6767 | 0.0043 | 0.2883 | 0.7346 | 0.2883 |
| 0.6777 | 11.6434 | 118600 | 0.6682 | 0.0043 | 0.2915 | 0.7372 | 0.2915 |
| 0.636 | 11.6532 | 118700 | 0.6743 | 0.0043 | 0.2881 | 0.7356 | 0.2881 |
| 0.7156 | 11.6631 | 118800 | 0.6841 | 0.0043 | 0.2770 | 0.7298 | 0.2770 |
| 0.6853 | 11.6729 | 118900 | 0.6759 | 0.0043 | 0.2924 | 0.7351 | 0.2924 |
| 0.7216 | 11.6827 | 119000 | 0.6780 | 0.0043 | 0.2879 | 0.7323 | 0.2879 |
| 0.6893 | 11.6925 | 119100 | 0.6699 | 0.0043 | 0.2863 | 0.7340 | 0.2863 |
| 0.5972 | 11.7023 | 119200 | 0.6772 | 0.0043 | 0.2782 | 0.7318 | 0.2782 |
| 0.7009 | 11.7122 | 119300 | 0.6855 | 0.0043 | 0.2838 | 0.7302 | 0.2838 |
| 0.6111 | 11.7220 | 119400 | 0.6740 | 0.0043 | 0.2824 | 0.7333 | 0.2824 |
| 0.6621 | 11.7318 | 119500 | 0.6678 | 0.0043 | 0.2899 | 0.7350 | 0.2899 |
| 0.6542 | 11.7416 | 119600 | 0.6724 | 0.0043 | 0.2892 | 0.7346 | 0.2892 |
| 0.6685 | 11.7514 | 119700 | 0.6726 | 0.0043 | 0.2872 | 0.7344 | 0.2872 |
| 0.669 | 11.7612 | 119800 | 0.6732 | 0.0043 | 0.2899 | 0.7349 | 0.2899 |
| 0.6823 | 11.7711 | 119900 | 0.6656 | 0.0043 | 0.2986 | 0.7394 | 0.2986 |
| 0.6251 | 11.7809 | 120000 | 0.6753 | 0.0043 | 0.2833 | 0.7339 | 0.2833 |
| 0.673 | 11.7907 | 120100 | 0.6722 | 0.0043 | 0.2863 | 0.7337 | 0.2863 |
| 0.6395 | 11.8005 | 120200 | 0.6763 | 0.0043 | 0.2850 | 0.7318 | 0.2850 |
| 0.6202 | 11.8103 | 120300 | 0.6715 | 0.0043 | 0.2846 | 0.7337 | 0.2846 |
| 0.6674 | 11.8201 | 120400 | 0.6729 | 0.0043 | 0.2937 | 0.7380 | 0.2937 |
| 0.7082 | 11.8300 | 120500 | 0.6732 | 0.0043 | 0.2877 | 0.7353 | 0.2877 |
| 0.6612 | 11.8398 | 120600 | 0.6815 | 0.0043 | 0.2861 | 0.7313 | 0.2861 |
| 0.5675 | 11.8496 | 120700 | 0.6731 | 0.0043 | 0.2886 | 0.7341 | 0.2886 |
| 0.6943 | 11.8594 | 120800 | 0.6741 | 0.0043 | 0.2902 | 0.7330 | 0.2902 |
| 0.6715 | 11.8692 | 120900 | 0.6750 | 0.0043 | 0.2866 | 0.7346 | 0.2866 |
| 0.6244 | 11.8790 | 121000 | 0.6702 | 0.0043 | 0.2859 | 0.7355 | 0.2859 |
| 0.699 | 11.8889 | 121100 | 0.6785 | 0.0043 | 0.2871 | 0.7335 | 0.2871 |
| 0.6144 | 11.8987 | 121200 | 0.6769 | 0.0043 | 0.2863 | 0.7341 | 0.2863 |
| 0.6142 | 11.9085 | 121300 | 0.6727 | 0.0043 | 0.2866 | 0.7349 | 0.2866 |
| 0.6953 | 11.9183 | 121400 | 0.6744 | 0.0043 | 0.2877 | 0.7337 | 0.2877 |
| 0.6671 | 11.9281 | 121500 | 0.6786 | 0.0043 | 0.2825 | 0.7323 | 0.2825 |
| 0.6476 | 11.9380 | 121600 | 0.6725 | 0.0043 | 0.2910 | 0.7360 | 0.2910 |
| 0.6363 | 11.9478 | 121700 | 0.6748 | 0.0043 | 0.2879 | 0.7346 | 0.2879 |
| 0.6961 | 11.9576 | 121800 | 0.6745 | 0.0043 | 0.2912 | 0.7366 | 0.2912 |
| 0.6586 | 11.9674 | 121900 | 0.6669 | 0.0043 | 0.2949 | 0.7376 | 0.2949 |
| 0.6928 | 11.9772 | 122000 | 0.6758 | 0.0043 | 0.2923 | 0.7347 | 0.2923 |
| 0.7339 | 11.9870 | 122100 | 0.6745 | 0.0043 | 0.2876 | 0.7347 | 0.2876 |
| 0.6921 | 11.9969 | 122200 | 0.6710 | 0.0043 | 0.2959 | 0.7381 | 0.2959 |
| 0.6202 | 12.0067 | 122300 | 0.6714 | 0.0043 | 0.2885 | 0.7364 | 0.2885 |
| 0.6324 | 12.0165 | 122400 | 0.6831 | 0.0043 | 0.2846 | 0.7324 | 0.2846 |
| 0.6479 | 12.0263 | 122500 | 0.6752 | 0.0043 | 0.2929 | 0.7355 | 0.2929 |
| 0.6697 | 12.0361 | 122600 | 0.6734 | 0.0043 | 0.2847 | 0.7340 | 0.2847 |
| 0.6608 | 12.0459 | 122700 | 0.6701 | 0.0043 | 0.2877 | 0.7362 | 0.2877 |
| 0.603 | 12.0558 | 122800 | 0.6676 | 0.0043 | 0.2908 | 0.7375 | 0.2908 |
| 0.6683 | 12.0656 | 122900 | 0.6709 | 0.0043 | 0.2906 | 0.7366 | 0.2906 |
| 0.6493 | 12.0754 | 123000 | 0.6739 | 0.0043 | 0.2924 | 0.7371 | 0.2924 |
| 0.6093 | 12.0852 | 123100 | 0.6665 | 0.0043 | 0.2950 | 0.7372 | 0.2950 |
| 0.652 | 12.0950 | 123200 | 0.6692 | 0.0043 | 0.2903 | 0.7359 | 0.2903 |
| 0.6981 | 12.1048 | 123300 | 0.6682 | 0.0043 | 0.2932 | 0.7372 | 0.2932 |
| 0.6458 | 12.1147 | 123400 | 0.6683 | 0.0043 | 0.2857 | 0.7355 | 0.2857 |
| 0.7164 | 12.1245 | 123500 | 0.6769 | 0.0043 | 0.2882 | 0.7351 | 0.2882 |
| 0.6242 | 12.1343 | 123600 | 0.6684 | 0.0043 | 0.2938 | 0.7375 | 0.2938 |
| 0.6454 | 12.1441 | 123700 | 0.6692 | 0.0043 | 0.2948 | 0.7366 | 0.2948 |
| 0.6303 | 12.1539 | 123800 | 0.6736 | 0.0043 | 0.2896 | 0.7341 | 0.2896 |
| 0.6448 | 12.1638 | 123900 | 0.6841 | 0.0043 | 0.2856 | 0.7317 | 0.2856 |
| 0.6292 | 12.1736 | 124000 | 0.6743 | 0.0043 | 0.2882 | 0.7336 | 0.2882 |
| 0.6377 | 12.1834 | 124100 | 0.6705 | 0.0043 | 0.2913 | 0.7360 | 0.2913 |
| 0.6523 | 12.1932 | 124200 | 0.6756 | 0.0043 | 0.2874 | 0.7333 | 0.2874 |
| 0.6244 | 12.2030 | 124300 | 0.6717 | 0.0043 | 0.2875 | 0.7350 | 0.2875 |
| 0.6529 | 12.2128 | 124400 | 0.6717 | 0.0043 | 0.2857 | 0.7355 | 0.2857 |
| 0.6327 | 12.2227 | 124500 | 0.6696 | 0.0043 | 0.2947 | 0.7366 | 0.2947 |
| 0.6352 | 12.2325 | 124600 | 0.6693 | 0.0043 | 0.2928 | 0.7360 | 0.2928 |
| 0.6861 | 12.2423 | 124700 | 0.6721 | 0.0043 | 0.2911 | 0.7352 | 0.2911 |
| 0.6912 | 12.2521 | 124800 | 0.6732 | 0.0043 | 0.2846 | 0.7343 | 0.2846 |
| 0.6342 | 12.2619 | 124900 | 0.6728 | 0.0043 | 0.2856 | 0.7337 | 0.2856 |
| 0.6558 | 12.2717 | 125000 | 0.6730 | 0.0043 | 0.2868 | 0.7353 | 0.2868 |
| 0.6591 | 12.2816 | 125100 | 0.6702 | 0.0043 | 0.2915 | 0.7373 | 0.2915 |
| 0.6984 | 12.2914 | 125200 | 0.6683 | 0.0043 | 0.2893 | 0.7366 | 0.2893 |
| 0.6298 | 12.3012 | 125300 | 0.6729 | 0.0043 | 0.2809 | 0.7337 | 0.2809 |
| 0.6716 | 12.3110 | 125400 | 0.6691 | 0.0043 | 0.2926 | 0.7373 | 0.2926 |
| 0.6886 | 12.3208 | 125500 | 0.6670 | 0.0043 | 0.2940 | 0.7361 | 0.2940 |
| 0.631 | 12.3306 | 125600 | 0.6686 | 0.0043 | 0.2928 | 0.7370 | 0.2928 |
| 0.6312 | 12.3405 | 125700 | 0.6724 | 0.0043 | 0.2895 | 0.7349 | 0.2895 |
| 0.6908 | 12.3503 | 125800 | 0.6709 | 0.0043 | 0.2886 | 0.7353 | 0.2886 |
| 0.6839 | 12.3601 | 125900 | 0.6704 | 0.0043 | 0.2864 | 0.7357 | 0.2864 |
| 0.7152 | 12.3699 | 126000 | 0.6753 | 0.0043 | 0.2852 | 0.7332 | 0.2852 |
| 0.6868 | 12.3797 | 126100 | 0.6760 | 0.0043 | 0.2832 | 0.7326 | 0.2832 |
| 0.6409 | 12.3896 | 126200 | 0.6689 | 0.0043 | 0.2867 | 0.7358 | 0.2867 |
| 0.6698 | 12.3994 | 126300 | 0.6663 | 0.0043 | 0.2917 | 0.7362 | 0.2917 |
| 0.7025 | 12.4092 | 126400 | 0.6722 | 0.0043 | 0.2897 | 0.7352 | 0.2897 |
| 0.5893 | 12.4190 | 126500 | 0.6672 | 0.0043 | 0.2897 | 0.7368 | 0.2897 |
| 0.6983 | 12.4288 | 126600 | 0.6719 | 0.0043 | 0.2888 | 0.7351 | 0.2888 |
| 0.6675 | 12.4386 | 126700 | 0.6691 | 0.0043 | 0.2813 | 0.7338 | 0.2813 |
| 0.661 | 12.4485 | 126800 | 0.6693 | 0.0043 | 0.2879 | 0.7354 | 0.2879 |
| 0.6903 | 12.4583 | 126900 | 0.6679 | 0.0043 | 0.2915 | 0.7383 | 0.2915 |
| 0.6456 | 12.4681 | 127000 | 0.6694 | 0.0043 | 0.2939 | 0.7383 | 0.2939 |
| 0.6367 | 12.4779 | 127100 | 0.6683 | 0.0043 | 0.2918 | 0.7369 | 0.2918 |
| 0.6691 | 12.4877 | 127200 | 0.6720 | 0.0043 | 0.2912 | 0.7351 | 0.2912 |
| 0.7002 | 12.4975 | 127300 | 0.6646 | 0.0043 | 0.2954 | 0.7384 | 0.2954 |
| 0.6887 | 12.5074 | 127400 | 0.6693 | 0.0043 | 0.2843 | 0.7339 | 0.2843 |
| 0.6515 | 12.5172 | 127500 | 0.6655 | 0.0043 | 0.2912 | 0.7369 | 0.2912 |
| 0.7423 | 12.5270 | 127600 | 0.6714 | 0.0043 | 0.2957 | 0.7379 | 0.2957 |
| 0.6189 | 12.5368 | 127700 | 0.6690 | 0.0043 | 0.2883 | 0.7360 | 0.2883 |
| 0.622 | 12.5466 | 127800 | 0.6714 | 0.0043 | 0.2908 | 0.7349 | 0.2908 |
| 0.6772 | 12.5565 | 127900 | 0.6697 | 0.0043 | 0.2892 | 0.7374 | 0.2892 |
| 0.6371 | 12.5663 | 128000 | 0.6662 | 0.0043 | 0.2897 | 0.7368 | 0.2897 |
| 0.6561 | 12.5761 | 128100 | 0.6685 | 0.0043 | 0.2935 | 0.7378 | 0.2935 |
| 0.6279 | 12.5859 | 128200 | 0.6675 | 0.0043 | 0.2908 | 0.7370 | 0.2908 |
| 0.6495 | 12.5957 | 128300 | 0.6812 | 0.0043 | 0.2920 | 0.7349 | 0.2920 |
| 0.6198 | 12.6055 | 128400 | 0.6687 | 0.0043 | 0.2854 | 0.7350 | 0.2854 |
| 0.6025 | 12.6154 | 128500 | 0.6633 | 0.0043 | 0.2953 | 0.7381 | 0.2953 |
| 0.6622 | 12.6252 | 128600 | 0.6666 | 0.0043 | 0.2941 | 0.7382 | 0.2941 |
| 0.6764 | 12.6350 | 128700 | 0.6696 | 0.0043 | 0.2908 | 0.7390 | 0.2908 |
| 0.6789 | 12.6448 | 128800 | 0.6677 | 0.0043 | 0.2982 | 0.7381 | 0.2982 |
| 0.65 | 12.6546 | 128900 | 0.6611 | 0.0043 | 0.2950 | 0.7392 | 0.2950 |
| 0.6034 | 12.6644 | 129000 | 0.6665 | 0.0043 | 0.2897 | 0.7371 | 0.2897 |
| 0.6225 | 12.6743 | 129100 | 0.6684 | 0.0043 | 0.2907 | 0.7378 | 0.2907 |
| 0.6559 | 12.6841 | 129200 | 0.6670 | 0.0043 | 0.2962 | 0.7371 | 0.2962 |
| 0.6927 | 12.6939 | 129300 | 0.6714 | 0.0043 | 0.2893 | 0.7375 | 0.2893 |
| 0.6968 | 12.7037 | 129400 | 0.6706 | 0.0043 | 0.2880 | 0.7350 | 0.2880 |
| 0.6346 | 12.7135 | 129500 | 0.6704 | 0.0043 | 0.2912 | 0.7352 | 0.2912 |
| 0.6489 | 12.7233 | 129600 | 0.6733 | 0.0043 | 0.2876 | 0.7342 | 0.2876 |
| 0.6764 | 12.7332 | 129700 | 0.6676 | 0.0043 | 0.2957 | 0.7376 | 0.2957 |
| 0.677 | 12.7430 | 129800 | 0.6705 | 0.0043 | 0.2951 | 0.7389 | 0.2951 |
| 0.6416 | 12.7528 | 129900 | 0.6620 | 0.0043 | 0.2971 | 0.7397 | 0.2971 |
| 0.6577 | 12.7626 | 130000 | 0.6665 | 0.0043 | 0.2924 | 0.7373 | 0.2924 |
| 0.7424 | 12.7724 | 130100 | 0.6710 | 0.0043 | 0.2909 | 0.7352 | 0.2909 |
| 0.7685 | 12.7823 | 130200 | 0.6685 | 0.0043 | 0.2948 | 0.7387 | 0.2948 |
| 0.6966 | 12.7921 | 130300 | 0.6781 | 0.0043 | 0.2957 | 0.7344 | 0.2957 |
| 0.741 | 12.8019 | 130400 | 0.6697 | 0.0043 | 0.2854 | 0.7338 | 0.2854 |
| 0.5908 | 12.8117 | 130500 | 0.6620 | 0.0043 | 0.2927 | 0.7387 | 0.2927 |
| 0.7113 | 12.8215 | 130600 | 0.6630 | 0.0043 | 0.3010 | 0.7392 | 0.3010 |
| 0.7011 | 12.8313 | 130700 | 0.6674 | 0.0043 | 0.2979 | 0.7380 | 0.2979 |
| 0.6174 | 12.8412 | 130800 | 0.6636 | 0.0043 | 0.2926 | 0.7380 | 0.2926 |
| 0.6531 | 12.8510 | 130900 | 0.6663 | 0.0043 | 0.2935 | 0.7381 | 0.2935 |
| 0.6162 | 12.8608 | 131000 | 0.6616 | 0.0043 | 0.2951 | 0.7382 | 0.2951 |
| 0.7112 | 12.8706 | 131100 | 0.6665 | 0.0043 | 0.2891 | 0.7363 | 0.2891 |
| 0.7058 | 12.8804 | 131200 | 0.6700 | 0.0043 | 0.2915 | 0.7346 | 0.2915 |
| 0.6664 | 12.8902 | 131300 | 0.6615 | 0.0043 | 0.2979 | 0.7400 | 0.2979 |
| 0.6523 | 12.9001 | 131400 | 0.6651 | 0.0043 | 0.2929 | 0.7396 | 0.2929 |
| 0.6867 | 12.9099 | 131500 | 0.6643 | 0.0043 | 0.2953 | 0.7394 | 0.2953 |
| 0.6437 | 12.9197 | 131600 | 0.6688 | 0.0043 | 0.2917 | 0.7370 | 0.2917 |
| 0.6743 | 12.9295 | 131700 | 0.6666 | 0.0043 | 0.2932 | 0.7374 | 0.2932 |
| 0.6952 | 12.9393 | 131800 | 0.6604 | 0.0043 | 0.2951 | 0.7414 | 0.2951 |
| 0.7147 | 12.9491 | 131900 | 0.6656 | 0.0043 | 0.2935 | 0.7378 | 0.2935 |
| 0.6541 | 12.9590 | 132000 | 0.6657 | 0.0043 | 0.2891 | 0.7360 | 0.2891 |
| 0.5968 | 12.9688 | 132100 | 0.6645 | 0.0043 | 0.2920 | 0.7374 | 0.2920 |
| 0.739 | 12.9786 | 132200 | 0.6727 | 0.0043 | 0.2898 | 0.7365 | 0.2898 |
| 0.7371 | 12.9884 | 132300 | 0.6625 | 0.0043 | 0.2955 | 0.7383 | 0.2955 |
| 0.5666 | 12.9982 | 132400 | 0.6649 | 0.0043 | 0.2977 | 0.7396 | 0.2977 |
| 0.6497 | 13.0081 | 132500 | 0.6650 | 0.0043 | 0.2979 | 0.7391 | 0.2979 |
| 0.6301 | 13.0179 | 132600 | 0.6649 | 0.0043 | 0.2972 | 0.7387 | 0.2972 |
| 0.7135 | 13.0277 | 132700 | 0.6620 | 0.0043 | 0.2932 | 0.7386 | 0.2932 |
| 0.6249 | 13.0375 | 132800 | 0.6643 | 0.0043 | 0.2982 | 0.7391 | 0.2982 |
| 0.6252 | 13.0473 | 132900 | 0.6679 | 0.0043 | 0.2923 | 0.7369 | 0.2923 |
| 0.6689 | 13.0571 | 133000 | 0.6648 | 0.0043 | 0.2915 | 0.7366 | 0.2915 |
| 0.6194 | 13.0670 | 133100 | 0.6631 | 0.0043 | 0.2930 | 0.7388 | 0.2930 |
| 0.6498 | 13.0768 | 133200 | 0.6632 | 0.0043 | 0.2921 | 0.7371 | 0.2921 |
| 0.6707 | 13.0866 | 133300 | 0.6639 | 0.0043 | 0.2939 | 0.7387 | 0.2939 |
| 0.695 | 13.0964 | 133400 | 0.6624 | 0.0043 | 0.2929 | 0.7389 | 0.2929 |
| 0.6897 | 13.1062 | 133500 | 0.6685 | 0.0043 | 0.2997 | 0.7403 | 0.2997 |
| 0.7115 | 13.1160 | 133600 | 0.6701 | 0.0043 | 0.2902 | 0.7352 | 0.2902 |
| 0.6775 | 13.1259 | 133700 | 0.6654 | 0.0043 | 0.3008 | 0.7386 | 0.3008 |
| 0.6516 | 13.1357 | 133800 | 0.6675 | 0.0043 | 0.2866 | 0.7347 | 0.2866 |
| 0.6314 | 13.1455 | 133900 | 0.6623 | 0.0043 | 0.2940 | 0.7379 | 0.2940 |
| 0.6498 | 13.1553 | 134000 | 0.6659 | 0.0043 | 0.2841 | 0.7366 | 0.2841 |
| 0.6379 | 13.1651 | 134100 | 0.6688 | 0.0043 | 0.2927 | 0.7377 | 0.2927 |
| 0.6383 | 13.1749 | 134200 | 0.6657 | 0.0043 | 0.2949 | 0.7384 | 0.2949 |
| 0.6499 | 13.1848 | 134300 | 0.6658 | 0.0043 | 0.2934 | 0.7384 | 0.2934 |
| 0.6263 | 13.1946 | 134400 | 0.6641 | 0.0043 | 0.2933 | 0.7374 | 0.2933 |
| 0.6164 | 13.2044 | 134500 | 0.6669 | 0.0043 | 0.2937 | 0.7383 | 0.2937 |
| 0.6817 | 13.2142 | 134600 | 0.6679 | 0.0043 | 0.2870 | 0.7356 | 0.2870 |
| 0.6537 | 13.2240 | 134700 | 0.6640 | 0.0043 | 0.2925 | 0.7392 | 0.2925 |
| 0.5965 | 13.2339 | 134800 | 0.6663 | 0.0043 | 0.2922 | 0.7375 | 0.2922 |
| 0.6937 | 13.2437 | 134900 | 0.6651 | 0.0043 | 0.2957 | 0.7406 | 0.2957 |
| 0.6138 | 13.2535 | 135000 | 0.6656 | 0.0043 | 0.2921 | 0.7381 | 0.2921 |
| 0.6006 | 13.2633 | 135100 | 0.6604 | 0.0043 | 0.2939 | 0.7393 | 0.2939 |
| 0.6456 | 13.2731 | 135200 | 0.6611 | 0.0043 | 0.2973 | 0.7393 | 0.2973 |
| 0.6976 | 13.2829 | 135300 | 0.6646 | 0.0043 | 0.2905 | 0.7372 | 0.2905 |
| 0.6678 | 13.2928 | 135400 | 0.6666 | 0.0043 | 0.2944 | 0.7385 | 0.2944 |
| 0.6254 | 13.3026 | 135500 | 0.6716 | 0.0043 | 0.2939 | 0.7364 | 0.2939 |
| 0.6778 | 13.3124 | 135600 | 0.6602 | 0.0043 | 0.2912 | 0.7376 | 0.2912 |
| 0.6113 | 13.3222 | 135700 | 0.6668 | 0.0043 | 0.2929 | 0.7372 | 0.2929 |
| 0.6076 | 13.3320 | 135800 | 0.6644 | 0.0043 | 0.2966 | 0.7383 | 0.2966 |
| 0.5979 | 13.3418 | 135900 | 0.6666 | 0.0043 | 0.2964 | 0.7374 | 0.2964 |
| 0.6401 | 13.3517 | 136000 | 0.6711 | 0.0043 | 0.2946 | 0.7363 | 0.2946 |
| 0.6735 | 13.3615 | 136100 | 0.6626 | 0.0043 | 0.2950 | 0.7397 | 0.2950 |
| 0.7082 | 13.3713 | 136200 | 0.6634 | 0.0043 | 0.2982 | 0.7389 | 0.2982 |
| 0.7009 | 13.3811 | 136300 | 0.6652 | 0.0043 | 0.2921 | 0.7372 | 0.2921 |
| 0.6079 | 13.3909 | 136400 | 0.6605 | 0.0043 | 0.2989 | 0.7399 | 0.2989 |
| 0.6253 | 13.4007 | 136500 | 0.6610 | 0.0043 | 0.2974 | 0.7400 | 0.2974 |
| 0.6514 | 13.4106 | 136600 | 0.6647 | 0.0043 | 0.2921 | 0.7374 | 0.2921 |
| 0.7035 | 13.4204 | 136700 | 0.6711 | 0.0043 | 0.2941 | 0.7369 | 0.2941 |
| 0.6836 | 13.4302 | 136800 | 0.6697 | 0.0043 | 0.2946 | 0.7360 | 0.2946 |
| 0.5632 | 13.4400 | 136900 | 0.6592 | 0.0043 | 0.2996 | 0.7401 | 0.2996 |
| 0.6368 | 13.4498 | 137000 | 0.6669 | 0.0043 | 0.2910 | 0.7370 | 0.2910 |
| 0.6343 | 13.4597 | 137100 | 0.6610 | 0.0043 | 0.2993 | 0.7409 | 0.2993 |
| 0.6561 | 13.4695 | 137200 | 0.6657 | 0.0043 | 0.2901 | 0.7370 | 0.2901 |
| 0.6544 | 13.4793 | 137300 | 0.6548 | 0.0043 | 0.3049 | 0.7415 | 0.3049 |
| 0.6336 | 13.4891 | 137400 | 0.6648 | 0.0043 | 0.2939 | 0.7389 | 0.2939 |
| 0.7039 | 13.4989 | 137500 | 0.6669 | 0.0043 | 0.2905 | 0.7359 | 0.2905 |
| 0.617 | 13.5087 | 137600 | 0.6671 | 0.0043 | 0.2955 | 0.7365 | 0.2955 |
| 0.6097 | 13.5186 | 137700 | 0.6605 | 0.0043 | 0.2924 | 0.7374 | 0.2924 |
| 0.6794 | 13.5284 | 137800 | 0.6618 | 0.0043 | 0.2925 | 0.7383 | 0.2925 |
| 0.6702 | 13.5382 | 137900 | 0.6640 | 0.0043 | 0.2929 | 0.7401 | 0.2929 |
| 0.6436 | 13.5480 | 138000 | 0.6613 | 0.0043 | 0.2926 | 0.7375 | 0.2926 |
| 0.6765 | 13.5578 | 138100 | 0.6715 | 0.0043 | 0.2918 | 0.7360 | 0.2918 |
| 0.6415 | 13.5676 | 138200 | 0.6627 | 0.0043 | 0.2950 | 0.7383 | 0.2950 |
| 0.7056 | 13.5775 | 138300 | 0.6631 | 0.0043 | 0.2889 | 0.7373 | 0.2889 |
| 0.6168 | 13.5873 | 138400 | 0.6740 | 0.0043 | 0.2908 | 0.7339 | 0.2908 |
| 0.6536 | 13.5971 | 138500 | 0.6651 | 0.0043 | 0.2906 | 0.7365 | 0.2906 |
| 0.6583 | 13.6069 | 138600 | 0.6668 | 0.0043 | 0.2967 | 0.7380 | 0.2967 |
| 0.6362 | 13.6167 | 138700 | 0.6627 | 0.0043 | 0.2984 | 0.7400 | 0.2984 |
| 0.6958 | 13.6265 | 138800 | 0.6624 | 0.0043 | 0.2993 | 0.7397 | 0.2993 |
| 0.6423 | 13.6364 | 138900 | 0.6643 | 0.0043 | 0.2920 | 0.7391 | 0.2920 |
| 0.641 | 13.6462 | 139000 | 0.6587 | 0.0043 | 0.2932 | 0.7391 | 0.2932 |
| 0.7023 | 13.6560 | 139100 | 0.6612 | 0.0043 | 0.2947 | 0.7408 | 0.2947 |
| 0.655 | 13.6658 | 139200 | 0.6712 | 0.0043 | 0.2838 | 0.7348 | 0.2838 |
| 0.6096 | 13.6756 | 139300 | 0.6643 | 0.0043 | 0.2935 | 0.7353 | 0.2935 |
| 0.6463 | 13.6855 | 139400 | 0.6638 | 0.0043 | 0.2922 | 0.7368 | 0.2922 |
| 0.6757 | 13.6953 | 139500 | 0.6654 | 0.0043 | 0.2924 | 0.7365 | 0.2924 |
| 0.6397 | 13.7051 | 139600 | 0.6628 | 0.0043 | 0.2912 | 0.7370 | 0.2912 |
| 0.669 | 13.7149 | 139700 | 0.6595 | 0.0043 | 0.2973 | 0.7404 | 0.2973 |
| 0.7023 | 13.7247 | 139800 | 0.6627 | 0.0043 | 0.2901 | 0.7374 | 0.2901 |
| 0.6895 | 13.7345 | 139900 | 0.6597 | 0.0043 | 0.3042 | 0.7408 | 0.3042 |
| 0.6571 | 13.7444 | 140000 | 0.6636 | 0.0043 | 0.3000 | 0.7396 | 0.3000 |
| 0.7018 | 13.7542 | 140100 | 0.6606 | 0.0043 | 0.2979 | 0.7396 | 0.2979 |
| 0.6106 | 13.7640 | 140200 | 0.6693 | 0.0043 | 0.2862 | 0.7348 | 0.2862 |
| 0.6765 | 13.7738 | 140300 | 0.6609 | 0.0043 | 0.2950 | 0.7381 | 0.2950 |
| 0.7629 | 13.7836 | 140400 | 0.6626 | 0.0043 | 0.2943 | 0.7374 | 0.2943 |
| 0.6812 | 13.7934 | 140500 | 0.6638 | 0.0043 | 0.2974 | 0.7411 | 0.2974 |
| 0.6863 | 13.8033 | 140600 | 0.6611 | 0.0043 | 0.2997 | 0.7402 | 0.2997 |
| 0.6928 | 13.8131 | 140700 | 0.6626 | 0.0043 | 0.2958 | 0.7384 | 0.2958 |
| 0.6946 | 13.8229 | 140800 | 0.6683 | 0.0043 | 0.2918 | 0.7361 | 0.2918 |
| 0.6646 | 13.8327 | 140900 | 0.6596 | 0.0043 | 0.2970 | 0.7397 | 0.2970 |
| 0.6682 | 13.8425 | 141000 | 0.6658 | 0.0043 | 0.2830 | 0.7341 | 0.2830 |
| 0.6889 | 13.8523 | 141100 | 0.6614 | 0.0043 | 0.2923 | 0.7380 | 0.2923 |
| 0.5908 | 13.8622 | 141200 | 0.6587 | 0.0043 | 0.2984 | 0.7391 | 0.2984 |
| 0.6559 | 13.8720 | 141300 | 0.6634 | 0.0043 | 0.2921 | 0.7388 | 0.2921 |
| 0.7158 | 13.8818 | 141400 | 0.6608 | 0.0043 | 0.2893 | 0.7370 | 0.2893 |
| 0.6934 | 13.8916 | 141500 | 0.6609 | 0.0043 | 0.2957 | 0.7389 | 0.2957 |
| 0.6185 | 13.9014 | 141600 | 0.6677 | 0.0043 | 0.2915 | 0.7354 | 0.2915 |
| 0.5967 | 13.9113 | 141700 | 0.6614 | 0.0043 | 0.2981 | 0.7393 | 0.2981 |
| 0.6631 | 13.9211 | 141800 | 0.6582 | 0.0043 | 0.2972 | 0.7397 | 0.2972 |
| 0.7009 | 13.9309 | 141900 | 0.6652 | 0.0043 | 0.2944 | 0.7358 | 0.2944 |
| 0.6915 | 13.9407 | 142000 | 0.6629 | 0.0043 | 0.2883 | 0.7373 | 0.2883 |
| 0.6881 | 13.9505 | 142100 | 0.6616 | 0.0043 | 0.2990 | 0.7395 | 0.2990 |
| 0.639 | 13.9603 | 142200 | 0.6577 | 0.0043 | 0.2982 | 0.7404 | 0.2982 |
| 0.7001 | 13.9702 | 142300 | 0.6580 | 0.0043 | 0.3071 | 0.7426 | 0.3071 |
| 0.6331 | 13.9800 | 142400 | 0.6590 | 0.0043 | 0.2981 | 0.7403 | 0.2981 |
| 0.6663 | 13.9898 | 142500 | 0.6657 | 0.0043 | 0.2914 | 0.7368 | 0.2914 |
| 0.6497 | 13.9996 | 142600 | 0.6566 | 0.0043 | 0.2964 | 0.7401 | 0.2964 |
| 0.6212 | 14.0094 | 142700 | 0.6609 | 0.0043 | 0.2970 | 0.7390 | 0.2970 |
| 0.6326 | 14.0192 | 142800 | 0.6539 | 0.0043 | 0.3035 | 0.7435 | 0.3035 |
| 0.68 | 14.0291 | 142900 | 0.6655 | 0.0043 | 0.2928 | 0.7372 | 0.2928 |
| 0.6146 | 14.0389 | 143000 | 0.6623 | 0.0043 | 0.2979 | 0.7408 | 0.2979 |
| 0.7401 | 14.0487 | 143100 | 0.6597 | 0.0043 | 0.2993 | 0.7400 | 0.2993 |
| 0.6105 | 14.0585 | 143200 | 0.6610 | 0.0043 | 0.2988 | 0.7395 | 0.2988 |
| 0.7168 | 14.0683 | 143300 | 0.6622 | 0.0043 | 0.2973 | 0.7402 | 0.2973 |
| 0.6127 | 14.0781 | 143400 | 0.6590 | 0.0043 | 0.3006 | 0.7407 | 0.3006 |
| 0.6824 | 14.0880 | 143500 | 0.6620 | 0.0043 | 0.2964 | 0.7392 | 0.2964 |
| 0.6299 | 14.0978 | 143600 | 0.6547 | 0.0043 | 0.3051 | 0.7419 | 0.3051 |
| 0.669 | 14.1076 | 143700 | 0.6598 | 0.0043 | 0.2994 | 0.7409 | 0.2994 |
| 0.6512 | 14.1174 | 143800 | 0.6596 | 0.0043 | 0.3004 | 0.7405 | 0.3004 |
| 0.6783 | 14.1272 | 143900 | 0.6611 | 0.0043 | 0.2956 | 0.7407 | 0.2956 |
| 0.6471 | 14.1371 | 144000 | 0.6665 | 0.0043 | 0.2951 | 0.7382 | 0.2951 |
| 0.6556 | 14.1469 | 144100 | 0.6581 | 0.0043 | 0.2981 | 0.7403 | 0.2981 |
| 0.634 | 14.1567 | 144200 | 0.6578 | 0.0043 | 0.2990 | 0.7407 | 0.2990 |
| 0.6944 | 14.1665 | 144300 | 0.6581 | 0.0043 | 0.3026 | 0.7401 | 0.3026 |
| 0.5961 | 14.1763 | 144400 | 0.6596 | 0.0043 | 0.3015 | 0.7405 | 0.3015 |
| 0.6166 | 14.1861 | 144500 | 0.6592 | 0.0043 | 0.3017 | 0.7403 | 0.3017 |
| 0.6744 | 14.1960 | 144600 | 0.6670 | 0.0043 | 0.2941 | 0.7367 | 0.2941 |
| 0.6239 | 14.2058 | 144700 | 0.6567 | 0.0043 | 0.2995 | 0.7411 | 0.2995 |
| 0.5688 | 14.2156 | 144800 | 0.6636 | 0.0043 | 0.2889 | 0.7383 | 0.2889 |
| 0.6936 | 14.2254 | 144900 | 0.6605 | 0.0043 | 0.2974 | 0.7409 | 0.2974 |
| 0.6513 | 14.2352 | 145000 | 0.6569 | 0.0043 | 0.2957 | 0.7417 | 0.2957 |
| 0.6296 | 14.2450 | 145100 | 0.6631 | 0.0043 | 0.2970 | 0.7392 | 0.2970 |
| 0.6952 | 14.2549 | 145200 | 0.6588 | 0.0043 | 0.2982 | 0.7413 | 0.2982 |
| 0.5665 | 14.2647 | 145300 | 0.6550 | 0.0043 | 0.3006 | 0.7410 | 0.3006 |
| 0.6561 | 14.2745 | 145400 | 0.6552 | 0.0043 | 0.3006 | 0.7412 | 0.3006 |
| 0.6642 | 14.2843 | 145500 | 0.6612 | 0.0043 | 0.2997 | 0.7404 | 0.2997 |
| 0.6772 | 14.2941 | 145600 | 0.6647 | 0.0043 | 0.2997 | 0.7384 | 0.2997 |
| 0.6351 | 14.3039 | 145700 | 0.6599 | 0.0043 | 0.2946 | 0.7390 | 0.2946 |
| 0.6548 | 14.3138 | 145800 | 0.6602 | 0.0043 | 0.3027 | 0.7402 | 0.3027 |
| 0.7099 | 14.3236 | 145900 | 0.6631 | 0.0043 | 0.2938 | 0.7373 | 0.2938 |
| 0.6347 | 14.3334 | 146000 | 0.6615 | 0.0043 | 0.2946 | 0.7384 | 0.2946 |
| 0.6572 | 14.3432 | 146100 | 0.6604 | 0.0043 | 0.2964 | 0.7391 | 0.2964 |
| 0.6838 | 14.3530 | 146200 | 0.6618 | 0.0043 | 0.2984 | 0.7402 | 0.2984 |
| 0.6405 | 14.3629 | 146300 | 0.6574 | 0.0043 | 0.2981 | 0.7399 | 0.2981 |
| 0.6034 | 14.3727 | 146400 | 0.6600 | 0.0043 | 0.3016 | 0.7406 | 0.3016 |
| 0.6403 | 14.3825 | 146500 | 0.6595 | 0.0043 | 0.2966 | 0.7409 | 0.2966 |
| 0.7373 | 14.3923 | 146600 | 0.6661 | 0.0043 | 0.2917 | 0.7382 | 0.2917 |
| 0.6885 | 14.4021 | 146700 | 0.6622 | 0.0043 | 0.2995 | 0.7403 | 0.2995 |
| 0.5994 | 14.4119 | 146800 | 0.6626 | 0.0043 | 0.2949 | 0.7387 | 0.2949 |
| 0.6349 | 14.4218 | 146900 | 0.6557 | 0.0043 | 0.2993 | 0.7401 | 0.2993 |
| 0.655 | 14.4316 | 147000 | 0.6577 | 0.0043 | 0.3003 | 0.7404 | 0.3003 |
| 0.6004 | 14.4414 | 147100 | 0.6562 | 0.0043 | 0.2964 | 0.7403 | 0.2964 |
| 0.6481 | 14.4512 | 147200 | 0.6621 | 0.0043 | 0.2961 | 0.7389 | 0.2961 |
| 0.6275 | 14.4610 | 147300 | 0.6550 | 0.0043 | 0.2971 | 0.7402 | 0.2971 |
| 0.6393 | 14.4708 | 147400 | 0.6614 | 0.0043 | 0.2957 | 0.7398 | 0.2957 |
| 0.6619 | 14.4807 | 147500 | 0.6570 | 0.0043 | 0.3022 | 0.7409 | 0.3022 |
| 0.6687 | 14.4905 | 147600 | 0.6518 | 0.0043 | 0.3022 | 0.7433 | 0.3022 |
| 0.627 | 14.5003 | 147700 | 0.6584 | 0.0043 | 0.3018 | 0.7397 | 0.3018 |
| 0.6366 | 14.5101 | 147800 | 0.6571 | 0.0043 | 0.2952 | 0.7399 | 0.2952 |
| 0.6086 | 14.5199 | 147900 | 0.6573 | 0.0043 | 0.2917 | 0.7370 | 0.2917 |
| 0.6892 | 14.5297 | 148000 | 0.6673 | 0.0043 | 0.2936 | 0.7374 | 0.2936 |
| 0.6276 | 14.5396 | 148100 | 0.6613 | 0.0043 | 0.3010 | 0.7398 | 0.3010 |
| 0.606 | 14.5494 | 148200 | 0.6554 | 0.0043 | 0.3012 | 0.7418 | 0.3012 |
| 0.7031 | 14.5592 | 148300 | 0.6596 | 0.0043 | 0.2986 | 0.7409 | 0.2986 |
| 0.6583 | 14.5690 | 148400 | 0.6602 | 0.0043 | 0.3007 | 0.7409 | 0.3007 |
| 0.6678 | 14.5788 | 148500 | 0.6563 | 0.0043 | 0.3015 | 0.7415 | 0.3015 |
| 0.6054 | 14.5887 | 148600 | 0.6597 | 0.0043 | 0.3014 | 0.7412 | 0.3014 |
| 0.6541 | 14.5985 | 148700 | 0.6643 | 0.0043 | 0.2932 | 0.7380 | 0.2932 |
| 0.6348 | 14.6083 | 148800 | 0.6606 | 0.0043 | 0.2947 | 0.7395 | 0.2947 |
| 0.6292 | 14.6181 | 148900 | 0.6540 | 0.0043 | 0.2953 | 0.7419 | 0.2953 |
| 0.6071 | 14.6279 | 149000 | 0.6565 | 0.0043 | 0.2987 | 0.7413 | 0.2987 |
| 0.6751 | 14.6377 | 149100 | 0.6580 | 0.0043 | 0.2996 | 0.7427 | 0.2996 |
| 0.599 | 14.6476 | 149200 | 0.6596 | 0.0043 | 0.2939 | 0.7407 | 0.2939 |
| 0.632 | 14.6574 | 149300 | 0.6537 | 0.0043 | 0.3053 | 0.7421 | 0.3053 |
| 0.6645 | 14.6672 | 149400 | 0.6570 | 0.0043 | 0.2956 | 0.7391 | 0.2956 |
| 0.5958 | 14.6770 | 149500 | 0.6552 | 0.0043 | 0.3022 | 0.7412 | 0.3022 |
| 0.7002 | 14.6868 | 149600 | 0.6579 | 0.0043 | 0.2935 | 0.7393 | 0.2935 |
| 0.6391 | 14.6966 | 149700 | 0.6643 | 0.0043 | 0.2888 | 0.7360 | 0.2888 |
| 0.6251 | 14.7065 | 149800 | 0.6584 | 0.0043 | 0.2988 | 0.7405 | 0.2988 |
| 0.6683 | 14.7163 | 149900 | 0.6540 | 0.0043 | 0.2980 | 0.7415 | 0.2980 |
| 0.7439 | 14.7261 | 150000 | 0.6611 | 0.0043 | 0.2935 | 0.7392 | 0.2935 |
| 0.5987 | 14.7359 | 150100 | 0.6549 | 0.0043 | 0.3010 | 0.7423 | 0.3010 |
| 0.6446 | 14.7457 | 150200 | 0.6612 | 0.0043 | 0.2961 | 0.7395 | 0.2961 |
| 0.5848 | 14.7555 | 150300 | 0.6529 | 0.0043 | 0.3068 | 0.7425 | 0.3068 |
| 0.6626 | 14.7654 | 150400 | 0.6552 | 0.0043 | 0.2997 | 0.7395 | 0.2997 |
| 0.5492 | 14.7752 | 150500 | 0.6561 | 0.0043 | 0.2967 | 0.7415 | 0.2967 |
| 0.6544 | 14.7850 | 150600 | 0.6609 | 0.0043 | 0.2958 | 0.7396 | 0.2958 |
| 0.6117 | 14.7948 | 150700 | 0.6560 | 0.0043 | 0.3022 | 0.7415 | 0.3022 |
| 0.6447 | 14.8046 | 150800 | 0.6595 | 0.0043 | 0.2948 | 0.7397 | 0.2948 |
| 0.6224 | 14.8145 | 150900 | 0.6537 | 0.0043 | 0.3053 | 0.7439 | 0.3053 |
| 0.6348 | 14.8243 | 151000 | 0.6557 | 0.0043 | 0.2993 | 0.7408 | 0.2993 |
| 0.5798 | 14.8341 | 151100 | 0.6525 | 0.0043 | 0.3001 | 0.7417 | 0.3001 |
| 0.5726 | 14.8439 | 151200 | 0.6605 | 0.0043 | 0.2893 | 0.7385 | 0.2893 |
| 0.7053 | 14.8537 | 151300 | 0.6632 | 0.0043 | 0.2981 | 0.7385 | 0.2981 |
| 0.6866 | 14.8635 | 151400 | 0.6552 | 0.0043 | 0.2993 | 0.7412 | 0.2993 |
| 0.6819 | 14.8734 | 151500 | 0.6626 | 0.0043 | 0.2913 | 0.7383 | 0.2913 |
| 0.6138 | 14.8832 | 151600 | 0.6556 | 0.0043 | 0.3007 | 0.7428 | 0.3007 |
| 0.5853 | 14.8930 | 151700 | 0.6552 | 0.0043 | 0.2964 | 0.7412 | 0.2964 |
| 0.6158 | 14.9028 | 151800 | 0.6618 | 0.0043 | 0.3001 | 0.7390 | 0.3001 |
| 0.6504 | 14.9126 | 151900 | 0.6567 | 0.0043 | 0.2953 | 0.7394 | 0.2953 |
| 0.7142 | 14.9224 | 152000 | 0.6592 | 0.0043 | 0.2990 | 0.7398 | 0.2990 |
| 0.6893 | 14.9323 | 152100 | 0.6613 | 0.0043 | 0.2979 | 0.7380 | 0.2979 |
| 0.6975 | 14.9421 | 152200 | 0.6577 | 0.0043 | 0.3004 | 0.7411 | 0.3004 |
| 0.588 | 14.9519 | 152300 | 0.6561 | 0.0043 | 0.3041 | 0.7418 | 0.3041 |
| 0.7012 | 14.9617 | 152400 | 0.6576 | 0.0043 | 0.2932 | 0.7391 | 0.2932 |
| 0.6456 | 14.9715 | 152500 | 0.6538 | 0.0043 | 0.3044 | 0.7418 | 0.3044 |
| 0.6641 | 14.9813 | 152600 | 0.6560 | 0.0043 | 0.3018 | 0.7409 | 0.3018 |
| 0.636 | 14.9912 | 152700 | 0.6571 | 0.0043 | 0.2996 | 0.7404 | 0.2996 |
| 0.6162 | 15.0010 | 152800 | 0.6536 | 0.0043 | 0.2970 | 0.7421 | 0.2970 |
| 0.649 | 15.0108 | 152900 | 0.6615 | 0.0043 | 0.2995 | 0.7413 | 0.2995 |
| 0.6664 | 15.0206 | 153000 | 0.6554 | 0.0043 | 0.3008 | 0.7422 | 0.3008 |
| 0.6136 | 15.0304 | 153100 | 0.6614 | 0.0043 | 0.2988 | 0.7403 | 0.2988 |
| 0.6159 | 15.0403 | 153200 | 0.6539 | 0.0043 | 0.2990 | 0.7405 | 0.2990 |
| 0.6144 | 15.0501 | 153300 | 0.6556 | 0.0043 | 0.3022 | 0.7414 | 0.3022 |
| 0.6174 | 15.0599 | 153400 | 0.6587 | 0.0043 | 0.2999 | 0.7407 | 0.2999 |
| 0.6395 | 15.0697 | 153500 | 0.6555 | 0.0043 | 0.2949 | 0.7404 | 0.2949 |
| 0.6033 | 15.0795 | 153600 | 0.6550 | 0.0043 | 0.3046 | 0.7433 | 0.3046 |
| 0.6007 | 15.0893 | 153700 | 0.6589 | 0.0043 | 0.3007 | 0.7395 | 0.3007 |
| 0.711 | 15.0992 | 153800 | 0.6525 | 0.0043 | 0.3024 | 0.7418 | 0.3024 |
| 0.6112 | 15.1090 | 153900 | 0.6596 | 0.0043 | 0.2981 | 0.7402 | 0.2981 |
| 0.6862 | 15.1188 | 154000 | 0.6623 | 0.0043 | 0.2974 | 0.7395 | 0.2974 |
| 0.6211 | 15.1286 | 154100 | 0.6593 | 0.0043 | 0.3004 | 0.7415 | 0.3004 |
| 0.6335 | 15.1384 | 154200 | 0.6612 | 0.0043 | 0.2981 | 0.7402 | 0.2981 |
| 0.6033 | 15.1482 | 154300 | 0.6548 | 0.0043 | 0.3061 | 0.7417 | 0.3061 |
| 0.5742 | 15.1581 | 154400 | 0.6516 | 0.0043 | 0.3066 | 0.7436 | 0.3066 |
| 0.556 | 15.1679 | 154500 | 0.6567 | 0.0043 | 0.3032 | 0.7423 | 0.3032 |
| 0.7366 | 15.1777 | 154600 | 0.6547 | 0.0043 | 0.3024 | 0.7433 | 0.3024 |
| 0.6331 | 15.1875 | 154700 | 0.6580 | 0.0043 | 0.2974 | 0.7403 | 0.2974 |
| 0.619 | 15.1973 | 154800 | 0.6570 | 0.0043 | 0.2997 | 0.7429 | 0.2997 |
| 0.7002 | 15.2071 | 154900 | 0.6534 | 0.0043 | 0.2967 | 0.7431 | 0.2967 |
| 0.6546 | 15.2170 | 155000 | 0.6625 | 0.0043 | 0.2909 | 0.7375 | 0.2909 |
| 0.6407 | 15.2268 | 155100 | 0.6540 | 0.0043 | 0.2990 | 0.7415 | 0.2990 |
| 0.6516 | 15.2366 | 155200 | 0.6559 | 0.0043 | 0.3012 | 0.7404 | 0.3012 |
| 0.5498 | 15.2464 | 155300 | 0.6532 | 0.0043 | 0.3039 | 0.7430 | 0.3039 |
| 0.6532 | 15.2562 | 155400 | 0.6529 | 0.0043 | 0.3010 | 0.7419 | 0.3010 |
| 0.6512 | 15.2661 | 155500 | 0.6559 | 0.0043 | 0.3028 | 0.7412 | 0.3028 |
| 0.6012 | 15.2759 | 155600 | 0.6565 | 0.0043 | 0.2995 | 0.7416 | 0.2995 |
| 0.5957 | 15.2857 | 155700 | 0.6564 | 0.0043 | 0.3010 | 0.7423 | 0.3010 |
| 0.6131 | 15.2955 | 155800 | 0.6645 | 0.0043 | 0.2912 | 0.7386 | 0.2912 |
| 0.5887 | 15.3053 | 155900 | 0.6570 | 0.0043 | 0.3028 | 0.7399 | 0.3028 |
| 0.666 | 15.3151 | 156000 | 0.6628 | 0.0043 | 0.2955 | 0.7382 | 0.2955 |
| 0.6194 | 15.3250 | 156100 | 0.6566 | 0.0043 | 0.3063 | 0.7425 | 0.3063 |
| 0.5966 | 15.3348 | 156200 | 0.6519 | 0.0043 | 0.3019 | 0.7434 | 0.3019 |
| 0.6475 | 15.3446 | 156300 | 0.6536 | 0.0043 | 0.3046 | 0.7436 | 0.3046 |
| 0.6381 | 15.3544 | 156400 | 0.6570 | 0.0043 | 0.2993 | 0.7392 | 0.2993 |
| 0.6177 | 15.3642 | 156500 | 0.6550 | 0.0043 | 0.3004 | 0.7411 | 0.3004 |
| 0.6545 | 15.3740 | 156600 | 0.6591 | 0.0043 | 0.2997 | 0.7406 | 0.2997 |
| 0.614 | 15.3839 | 156700 | 0.6632 | 0.0043 | 0.2901 | 0.7376 | 0.2901 |
| 0.6197 | 15.3937 | 156800 | 0.6553 | 0.0043 | 0.2989 | 0.7413 | 0.2989 |
| 0.5952 | 15.4035 | 156900 | 0.6540 | 0.0043 | 0.2988 | 0.7411 | 0.2988 |
| 0.645 | 15.4133 | 157000 | 0.6576 | 0.0043 | 0.3024 | 0.7420 | 0.3024 |
| 0.6701 | 15.4231 | 157100 | 0.6529 | 0.0043 | 0.3002 | 0.7413 | 0.3002 |
| 0.6269 | 15.4329 | 157200 | 0.6552 | 0.0043 | 0.3010 | 0.7410 | 0.3010 |
| 0.5615 | 15.4428 | 157300 | 0.6544 | 0.0043 | 0.3090 | 0.7437 | 0.3090 |
| 0.6262 | 15.4526 | 157400 | 0.6474 | 0.0043 | 0.3052 | 0.7444 | 0.3052 |
| 0.6616 | 15.4624 | 157500 | 0.6549 | 0.0043 | 0.3011 | 0.7416 | 0.3011 |
| 0.6748 | 15.4722 | 157600 | 0.6574 | 0.0043 | 0.2974 | 0.7408 | 0.2974 |
| 0.6824 | 15.4820 | 157700 | 0.6567 | 0.0043 | 0.3018 | 0.7408 | 0.3018 |
| 0.6319 | 15.4919 | 157800 | 0.6550 | 0.0043 | 0.3013 | 0.7421 | 0.3013 |
| 0.6542 | 15.5017 | 157900 | 0.6586 | 0.0043 | 0.2984 | 0.7404 | 0.2984 |
| 0.6555 | 15.5115 | 158000 | 0.6689 | 0.0043 | 0.2980 | 0.7396 | 0.2980 |
| 0.64 | 15.5213 | 158100 | 0.6564 | 0.0043 | 0.3010 | 0.7409 | 0.3010 |
| 0.6676 | 15.5311 | 158200 | 0.6608 | 0.0043 | 0.3004 | 0.7406 | 0.3004 |
| 0.6283 | 15.5409 | 158300 | 0.6592 | 0.0043 | 0.2981 | 0.7393 | 0.2981 |
| 0.6867 | 15.5508 | 158400 | 0.6527 | 0.0043 | 0.2936 | 0.7408 | 0.2936 |
| 0.6624 | 15.5606 | 158500 | 0.6547 | 0.0043 | 0.2988 | 0.7405 | 0.2988 |
| 0.6834 | 15.5704 | 158600 | 0.6515 | 0.0043 | 0.3098 | 0.7434 | 0.3098 |
| 0.6095 | 15.5802 | 158700 | 0.6542 | 0.0043 | 0.3050 | 0.7428 | 0.3050 |
| 0.6714 | 15.5900 | 158800 | 0.6507 | 0.0043 | 0.2997 | 0.7433 | 0.2997 |
| 0.6318 | 15.5998 | 158900 | 0.6554 | 0.0043 | 0.2997 | 0.7408 | 0.2997 |
| 0.6212 | 15.6097 | 159000 | 0.6561 | 0.0043 | 0.3018 | 0.7421 | 0.3018 |
| 0.6453 | 15.6195 | 159100 | 0.6534 | 0.0043 | 0.3015 | 0.7414 | 0.3015 |
| 0.6501 | 15.6293 | 159200 | 0.6531 | 0.0043 | 0.3053 | 0.7439 | 0.3053 |
| 0.6579 | 15.6391 | 159300 | 0.6564 | 0.0043 | 0.3028 | 0.7425 | 0.3028 |
| 0.5632 | 15.6489 | 159400 | 0.6523 | 0.0043 | 0.3010 | 0.7421 | 0.3010 |
| 0.6225 | 15.6587 | 159500 | 0.6490 | 0.0043 | 0.3062 | 0.7437 | 0.3062 |
| 0.6237 | 15.6686 | 159600 | 0.6535 | 0.0043 | 0.2977 | 0.7404 | 0.2977 |
| 0.6628 | 15.6784 | 159700 | 0.6524 | 0.0043 | 0.3029 | 0.7437 | 0.3029 |
| 0.6364 | 15.6882 | 159800 | 0.6562 | 0.0043 | 0.3031 | 0.7428 | 0.3031 |
| 0.716 | 15.6980 | 159900 | 0.6550 | 0.0043 | 0.2972 | 0.7417 | 0.2972 |
| 0.6333 | 15.7078 | 160000 | 0.6547 | 0.0043 | 0.2985 | 0.7405 | 0.2985 |
| 0.6887 | 15.7177 | 160100 | 0.6532 | 0.0043 | 0.3002 | 0.7426 | 0.3002 |
| 0.7053 | 15.7275 | 160200 | 0.6589 | 0.0043 | 0.2999 | 0.7393 | 0.2999 |
| 0.6605 | 15.7373 | 160300 | 0.6565 | 0.0043 | 0.3030 | 0.7421 | 0.3030 |
| 0.6781 | 15.7471 | 160400 | 0.6554 | 0.0043 | 0.3009 | 0.7411 | 0.3009 |
| 0.6474 | 15.7569 | 160500 | 0.6502 | 0.0043 | 0.3006 | 0.7417 | 0.3006 |
| 0.591 | 15.7667 | 160600 | 0.6529 | 0.0043 | 0.3061 | 0.7428 | 0.3061 |
| 0.6574 | 15.7766 | 160700 | 0.6490 | 0.0043 | 0.3054 | 0.7457 | 0.3054 |
| 0.62 | 15.7864 | 160800 | 0.6595 | 0.0043 | 0.2995 | 0.7405 | 0.2995 |
| 0.5924 | 15.7962 | 160900 | 0.6498 | 0.0043 | 0.3031 | 0.7426 | 0.3031 |
| 0.6728 | 15.8060 | 161000 | 0.6468 | 0.0043 | 0.3028 | 0.7438 | 0.3028 |
| 0.6885 | 15.8158 | 161100 | 0.6508 | 0.0043 | 0.3074 | 0.7444 | 0.3074 |
| 0.6895 | 15.8256 | 161200 | 0.6566 | 0.0043 | 0.2993 | 0.7401 | 0.2993 |
| 0.6977 | 15.8355 | 161300 | 0.6493 | 0.0043 | 0.3051 | 0.7439 | 0.3051 |
| 0.6882 | 15.8453 | 161400 | 0.6539 | 0.0043 | 0.3008 | 0.7416 | 0.3008 |
| 0.6498 | 15.8551 | 161500 | 0.6554 | 0.0043 | 0.3007 | 0.7409 | 0.3007 |
| 0.5918 | 15.8649 | 161600 | 0.6586 | 0.0043 | 0.2970 | 0.7402 | 0.2970 |
| 0.5889 | 15.8747 | 161700 | 0.6541 | 0.0043 | 0.3051 | 0.7433 | 0.3051 |
| 0.6406 | 15.8845 | 161800 | 0.6563 | 0.0043 | 0.3064 | 0.7419 | 0.3064 |
| 0.6172 | 15.8944 | 161900 | 0.6540 | 0.0043 | 0.2993 | 0.7414 | 0.2993 |
| 0.6891 | 15.9042 | 162000 | 0.6572 | 0.0043 | 0.2950 | 0.7401 | 0.2950 |
| 0.6646 | 15.9140 | 162100 | 0.6551 | 0.0043 | 0.2972 | 0.7410 | 0.2972 |
| 0.6243 | 15.9238 | 162200 | 0.6547 | 0.0043 | 0.3082 | 0.7425 | 0.3082 |
| 0.6396 | 15.9336 | 162300 | 0.6517 | 0.0043 | 0.3026 | 0.7434 | 0.3026 |
| 0.6781 | 15.9435 | 162400 | 0.6507 | 0.0043 | 0.3052 | 0.7424 | 0.3052 |
| 0.5518 | 15.9533 | 162500 | 0.6491 | 0.0043 | 0.3055 | 0.7439 | 0.3055 |
| 0.6276 | 15.9631 | 162600 | 0.6545 | 0.0043 | 0.3038 | 0.7429 | 0.3038 |
| 0.6258 | 15.9729 | 162700 | 0.6568 | 0.0043 | 0.3031 | 0.7400 | 0.3031 |
| 0.6237 | 15.9827 | 162800 | 0.6534 | 0.0043 | 0.3017 | 0.7433 | 0.3017 |
| 0.6939 | 15.9925 | 162900 | 0.6617 | 0.0043 | 0.3006 | 0.7392 | 0.3006 |
| 0.6521 | 16.0024 | 163000 | 0.6491 | 0.0043 | 0.3022 | 0.7436 | 0.3022 |
| 0.6317 | 16.0122 | 163100 | 0.6492 | 0.0043 | 0.3042 | 0.7438 | 0.3042 |
| 0.5975 | 16.0220 | 163200 | 0.6503 | 0.0043 | 0.3027 | 0.7425 | 0.3027 |
| 0.6591 | 16.0318 | 163300 | 0.6488 | 0.0043 | 0.3082 | 0.7445 | 0.3082 |
| 0.6181 | 16.0416 | 163400 | 0.6503 | 0.0043 | 0.3039 | 0.7436 | 0.3039 |
| 0.6365 | 16.0514 | 163500 | 0.6503 | 0.0043 | 0.3047 | 0.7429 | 0.3047 |
| 0.6052 | 16.0613 | 163600 | 0.6524 | 0.0043 | 0.3037 | 0.7428 | 0.3037 |
| 0.6124 | 16.0711 | 163700 | 0.6499 | 0.0043 | 0.3043 | 0.7448 | 0.3043 |
| 0.6411 | 16.0809 | 163800 | 0.6508 | 0.0043 | 0.3055 | 0.7433 | 0.3055 |
| 0.6238 | 16.0907 | 163900 | 0.6570 | 0.0043 | 0.2960 | 0.7411 | 0.2960 |
| 0.6269 | 16.1005 | 164000 | 0.6488 | 0.0043 | 0.3066 | 0.7445 | 0.3066 |
| 0.5606 | 16.1103 | 164100 | 0.6517 | 0.0043 | 0.3071 | 0.7446 | 0.3071 |
| 0.6085 | 16.1202 | 164200 | 0.6518 | 0.0043 | 0.3063 | 0.7437 | 0.3063 |
| 0.616 | 16.1300 | 164300 | 0.6563 | 0.0043 | 0.2971 | 0.7404 | 0.2971 |
| 0.6078 | 16.1398 | 164400 | 0.6519 | 0.0043 | 0.3008 | 0.7418 | 0.3008 |
| 0.6127 | 16.1496 | 164500 | 0.6548 | 0.0043 | 0.3048 | 0.7433 | 0.3048 |
| 0.6226 | 16.1594 | 164600 | 0.6533 | 0.0043 | 0.3057 | 0.7435 | 0.3057 |
| 0.5803 | 16.1693 | 164700 | 0.6582 | 0.0043 | 0.2988 | 0.7390 | 0.2988 |
| 0.6298 | 16.1791 | 164800 | 0.6524 | 0.0043 | 0.3017 | 0.7442 | 0.3017 |
| 0.6431 | 16.1889 | 164900 | 0.6519 | 0.0043 | 0.2997 | 0.7430 | 0.2997 |
| 0.5825 | 16.1987 | 165000 | 0.6471 | 0.0043 | 0.3047 | 0.7444 | 0.3047 |
| 0.6217 | 16.2085 | 165100 | 0.6535 | 0.0043 | 0.3053 | 0.7419 | 0.3053 |
| 0.6112 | 16.2183 | 165200 | 0.6559 | 0.0043 | 0.2991 | 0.7404 | 0.2991 |
| 0.5608 | 16.2282 | 165300 | 0.6548 | 0.0043 | 0.3015 | 0.7418 | 0.3015 |
| 0.6266 | 16.2380 | 165400 | 0.6523 | 0.0043 | 0.2964 | 0.7416 | 0.2964 |
| 0.5879 | 16.2478 | 165500 | 0.6508 | 0.0043 | 0.2963 | 0.7421 | 0.2963 |
| 0.5964 | 16.2576 | 165600 | 0.6513 | 0.0043 | 0.3073 | 0.7437 | 0.3073 |
| 0.6262 | 16.2674 | 165700 | 0.6514 | 0.0043 | 0.3019 | 0.7427 | 0.3019 |
| 0.6031 | 16.2772 | 165800 | 0.6501 | 0.0043 | 0.3038 | 0.7431 | 0.3038 |
| 0.69 | 16.2871 | 165900 | 0.6499 | 0.0043 | 0.3071 | 0.7445 | 0.3071 |
| 0.5886 | 16.2969 | 166000 | 0.6720 | 0.0043 | 0.2949 | 0.7352 | 0.2949 |
| 0.659 | 16.3067 | 166100 | 0.6571 | 0.0043 | 0.2959 | 0.7404 | 0.2959 |
| 0.622 | 16.3165 | 166200 | 0.6488 | 0.0043 | 0.3063 | 0.7433 | 0.3063 |
| 0.6493 | 16.3263 | 166300 | 0.6538 | 0.0043 | 0.3038 | 0.7417 | 0.3038 |
| 0.6146 | 16.3361 | 166400 | 0.6496 | 0.0043 | 0.3071 | 0.7463 | 0.3071 |
| 0.5937 | 16.3460 | 166500 | 0.6490 | 0.0043 | 0.3052 | 0.7437 | 0.3052 |
| 0.6128 | 16.3558 | 166600 | 0.6466 | 0.0043 | 0.3039 | 0.7449 | 0.3039 |
| 0.6503 | 16.3656 | 166700 | 0.6511 | 0.0043 | 0.3026 | 0.7434 | 0.3026 |
| 0.6405 | 16.3754 | 166800 | 0.6524 | 0.0043 | 0.3060 | 0.7434 | 0.3060 |
| 0.6437 | 16.3852 | 166900 | 0.6563 | 0.0043 | 0.3013 | 0.7433 | 0.3013 |
| 0.6391 | 16.3951 | 167000 | 0.6635 | 0.0043 | 0.2968 | 0.7393 | 0.2968 |
| 0.6689 | 16.4049 | 167100 | 0.6584 | 0.0043 | 0.3017 | 0.7402 | 0.3017 |
| 0.6107 | 16.4147 | 167200 | 0.6574 | 0.0043 | 0.3062 | 0.7423 | 0.3062 |
| 0.6487 | 16.4245 | 167300 | 0.6487 | 0.0043 | 0.3055 | 0.7446 | 0.3055 |
| 0.6822 | 16.4343 | 167400 | 0.6527 | 0.0043 | 0.2985 | 0.7413 | 0.2985 |
| 0.5859 | 16.4441 | 167500 | 0.6494 | 0.0043 | 0.3020 | 0.7429 | 0.3020 |
| 0.5864 | 16.4540 | 167600 | 0.6493 | 0.0043 | 0.3042 | 0.7434 | 0.3042 |
| 0.6401 | 16.4638 | 167700 | 0.6538 | 0.0043 | 0.2963 | 0.7410 | 0.2963 |
| 0.61 | 16.4736 | 167800 | 0.6461 | 0.0043 | 0.3071 | 0.7450 | 0.3071 |
| 0.6017 | 16.4834 | 167900 | 0.6477 | 0.0043 | 0.3062 | 0.7451 | 0.3062 |
| 0.6401 | 16.4932 | 168000 | 0.6488 | 0.0043 | 0.3036 | 0.7429 | 0.3036 |
| 0.6609 | 16.5030 | 168100 | 0.6482 | 0.0043 | 0.3061 | 0.7449 | 0.3061 |
| 0.6464 | 16.5129 | 168200 | 0.6500 | 0.0043 | 0.3063 | 0.7448 | 0.3063 |
| 0.6124 | 16.5227 | 168300 | 0.6456 | 0.0043 | 0.3068 | 0.7456 | 0.3068 |
| 0.6672 | 16.5325 | 168400 | 0.6429 | 0.0043 | 0.3113 | 0.7458 | 0.3113 |
| 0.6308 | 16.5423 | 168500 | 0.6506 | 0.0043 | 0.2997 | 0.7432 | 0.2997 |
| 0.6831 | 16.5521 | 168600 | 0.6465 | 0.0043 | 0.3060 | 0.7435 | 0.3060 |
| 0.5993 | 16.5619 | 168700 | 0.6553 | 0.0043 | 0.3026 | 0.7422 | 0.3026 |
| 0.6367 | 16.5718 | 168800 | 0.6555 | 0.0043 | 0.3024 | 0.7422 | 0.3024 |
| 0.6134 | 16.5816 | 168900 | 0.6541 | 0.0043 | 0.2943 | 0.7401 | 0.2943 |
| 0.5602 | 16.5914 | 169000 | 0.6525 | 0.0043 | 0.3086 | 0.7436 | 0.3086 |
| 0.6587 | 16.6012 | 169100 | 0.6513 | 0.0043 | 0.3062 | 0.7429 | 0.3062 |
| 0.6753 | 16.6110 | 169200 | 0.6542 | 0.0043 | 0.3041 | 0.7428 | 0.3041 |
| 0.5973 | 16.6209 | 169300 | 0.6520 | 0.0043 | 0.3041 | 0.7427 | 0.3041 |
| 0.6824 | 16.6307 | 169400 | 0.6526 | 0.0043 | 0.3004 | 0.7417 | 0.3004 |
| 0.5737 | 16.6405 | 169500 | 0.6534 | 0.0043 | 0.3043 | 0.7419 | 0.3043 |
| 0.6237 | 16.6503 | 169600 | 0.6544 | 0.0043 | 0.2993 | 0.7416 | 0.2993 |
| 0.6106 | 16.6601 | 169700 | 0.6522 | 0.0043 | 0.3053 | 0.7438 | 0.3053 |
| 0.6519 | 16.6699 | 169800 | 0.6523 | 0.0043 | 0.2982 | 0.7417 | 0.2982 |
| 0.6293 | 16.6798 | 169900 | 0.6485 | 0.0043 | 0.3053 | 0.7432 | 0.3053 |
| 0.5659 | 16.6896 | 170000 | 0.6496 | 0.0043 | 0.3080 | 0.7439 | 0.3080 |
| 0.6228 | 16.6994 | 170100 | 0.6449 | 0.0043 | 0.3082 | 0.7451 | 0.3082 |
| 0.6884 | 16.7092 | 170200 | 0.6454 | 0.0043 | 0.3096 | 0.7451 | 0.3096 |
| 0.6471 | 16.7190 | 170300 | 0.6563 | 0.0043 | 0.3009 | 0.7406 | 0.3009 |
| 0.6398 | 16.7288 | 170400 | 0.6483 | 0.0043 | 0.3031 | 0.7453 | 0.3031 |
| 0.6646 | 16.7387 | 170500 | 0.6488 | 0.0043 | 0.2990 | 0.7416 | 0.2990 |
| 0.6338 | 16.7485 | 170600 | 0.6510 | 0.0043 | 0.3024 | 0.7426 | 0.3024 |
| 0.5787 | 16.7583 | 170700 | 0.6452 | 0.0043 | 0.3095 | 0.7454 | 0.3095 |
| 0.6275 | 16.7681 | 170800 | 0.6498 | 0.0043 | 0.3078 | 0.7440 | 0.3078 |
| 0.5801 | 16.7779 | 170900 | 0.6547 | 0.0043 | 0.3042 | 0.7431 | 0.3042 |
| 0.6707 | 16.7877 | 171000 | 0.6517 | 0.0043 | 0.3057 | 0.7440 | 0.3057 |
| 0.6471 | 16.7976 | 171100 | 0.6512 | 0.0043 | 0.3062 | 0.7431 | 0.3062 |
| 0.7073 | 16.8074 | 171200 | 0.6480 | 0.0043 | 0.3071 | 0.7448 | 0.3071 |
| 0.6742 | 16.8172 | 171300 | 0.6484 | 0.0043 | 0.3098 | 0.7442 | 0.3098 |
| 0.6328 | 16.8270 | 171400 | 0.6483 | 0.0043 | 0.3038 | 0.7444 | 0.3038 |
| 0.6276 | 16.8368 | 171500 | 0.6522 | 0.0043 | 0.3026 | 0.7442 | 0.3026 |
| 0.674 | 16.8467 | 171600 | 0.6442 | 0.0043 | 0.3080 | 0.7461 | 0.3080 |
| 0.709 | 16.8565 | 171700 | 0.6528 | 0.0043 | 0.3077 | 0.7432 | 0.3077 |
| 0.5523 | 16.8663 | 171800 | 0.6488 | 0.0043 | 0.3093 | 0.7467 | 0.3093 |
| 0.6809 | 16.8761 | 171900 | 0.6529 | 0.0043 | 0.3031 | 0.7439 | 0.3031 |
| 0.5958 | 16.8859 | 172000 | 0.6431 | 0.0043 | 0.3060 | 0.7445 | 0.3060 |
| 0.6375 | 16.8957 | 172100 | 0.6484 | 0.0043 | 0.3066 | 0.7451 | 0.3066 |
| 0.6471 | 16.9056 | 172200 | 0.6485 | 0.0043 | 0.3097 | 0.7443 | 0.3097 |
| 0.5827 | 16.9154 | 172300 | 0.6490 | 0.0043 | 0.3072 | 0.7427 | 0.3072 |
| 0.6444 | 16.9252 | 172400 | 0.6482 | 0.0043 | 0.3055 | 0.7450 | 0.3055 |
| 0.6115 | 16.9350 | 172500 | 0.6481 | 0.0043 | 0.3105 | 0.7450 | 0.3105 |
| 0.631 | 16.9448 | 172600 | 0.6407 | 0.0043 | 0.3086 | 0.7467 | 0.3086 |
| 0.5799 | 16.9546 | 172700 | 0.6464 | 0.0043 | 0.3109 | 0.7455 | 0.3109 |
| 0.6496 | 16.9645 | 172800 | 0.6481 | 0.0043 | 0.3084 | 0.7465 | 0.3084 |
| 0.5822 | 16.9743 | 172900 | 0.6528 | 0.0043 | 0.3100 | 0.7418 | 0.3100 |
| 0.6613 | 16.9841 | 173000 | 0.6475 | 0.0043 | 0.3047 | 0.7443 | 0.3047 |
| 0.6368 | 16.9939 | 173100 | 0.6480 | 0.0043 | 0.3120 | 0.7452 | 0.3120 |
| 0.6643 | 17.0037 | 173200 | 0.6509 | 0.0043 | 0.3079 | 0.7425 | 0.3079 |
| 0.6162 | 17.0135 | 173300 | 0.6455 | 0.0043 | 0.3095 | 0.7447 | 0.3095 |
| 0.5804 | 17.0234 | 173400 | 0.6527 | 0.0043 | 0.3132 | 0.7443 | 0.3132 |
| 0.6149 | 17.0332 | 173500 | 0.6529 | 0.0043 | 0.2960 | 0.7402 | 0.2960 |
| 0.6179 | 17.0430 | 173600 | 0.6513 | 0.0043 | 0.2989 | 0.7417 | 0.2989 |
| 0.5775 | 17.0528 | 173700 | 0.6497 | 0.0043 | 0.3044 | 0.7432 | 0.3044 |
| 0.7003 | 17.0626 | 173800 | 0.6522 | 0.0043 | 0.3096 | 0.7436 | 0.3096 |
| 0.6577 | 17.0725 | 173900 | 0.6510 | 0.0043 | 0.2974 | 0.7427 | 0.2974 |
| 0.6587 | 17.0823 | 174000 | 0.6555 | 0.0043 | 0.2997 | 0.7411 | 0.2997 |
| 0.6483 | 17.0921 | 174100 | 0.6490 | 0.0043 | 0.3037 | 0.7443 | 0.3037 |
| 0.632 | 17.1019 | 174200 | 0.6433 | 0.0043 | 0.3132 | 0.7468 | 0.3132 |
| 0.6857 | 17.1117 | 174300 | 0.6460 | 0.0043 | 0.3022 | 0.7433 | 0.3022 |
| 0.6356 | 17.1215 | 174400 | 0.6507 | 0.0043 | 0.3082 | 0.7452 | 0.3082 |
| 0.5968 | 17.1314 | 174500 | 0.6508 | 0.0043 | 0.3047 | 0.7428 | 0.3047 |
| 0.6776 | 17.1412 | 174600 | 0.6528 | 0.0043 | 0.3087 | 0.7445 | 0.3087 |
| 0.6014 | 17.1510 | 174700 | 0.6493 | 0.0043 | 0.3064 | 0.7437 | 0.3064 |
| 0.658 | 17.1608 | 174800 | 0.6450 | 0.0043 | 0.3083 | 0.7459 | 0.3083 |
| 0.6017 | 17.1706 | 174900 | 0.6483 | 0.0043 | 0.3082 | 0.7456 | 0.3082 |
| 0.5932 | 17.1804 | 175000 | 0.6514 | 0.0043 | 0.3003 | 0.7415 | 0.3003 |
| 0.6697 | 17.1903 | 175100 | 0.6495 | 0.0043 | 0.3044 | 0.7441 | 0.3044 |
| 0.6904 | 17.2001 | 175200 | 0.6441 | 0.0043 | 0.3071 | 0.7453 | 0.3071 |
| 0.6683 | 17.2099 | 175300 | 0.6496 | 0.0043 | 0.3115 | 0.7448 | 0.3115 |
| 0.6858 | 17.2197 | 175400 | 0.6419 | 0.0043 | 0.3160 | 0.7488 | 0.3160 |
| 0.6029 | 17.2295 | 175500 | 0.6485 | 0.0043 | 0.3118 | 0.7435 | 0.3118 |
| 0.6177 | 17.2393 | 175600 | 0.6496 | 0.0043 | 0.3088 | 0.7441 | 0.3088 |
| 0.6199 | 17.2492 | 175700 | 0.6485 | 0.0043 | 0.3093 | 0.7465 | 0.3093 |
| 0.6113 | 17.2590 | 175800 | 0.6495 | 0.0043 | 0.3001 | 0.7444 | 0.3001 |
| 0.6081 | 17.2688 | 175900 | 0.6450 | 0.0043 | 0.3143 | 0.7470 | 0.3143 |
| 0.666 | 17.2786 | 176000 | 0.6473 | 0.0043 | 0.3056 | 0.7436 | 0.3056 |
| 0.6316 | 17.2884 | 176100 | 0.6467 | 0.0043 | 0.3019 | 0.7448 | 0.3019 |
| 0.5876 | 17.2983 | 176200 | 0.6546 | 0.0043 | 0.3007 | 0.7436 | 0.3007 |
| 0.5744 | 17.3081 | 176300 | 0.6493 | 0.0043 | 0.3120 | 0.7451 | 0.3120 |
| 0.7042 | 17.3179 | 176400 | 0.6492 | 0.0043 | 0.3058 | 0.7450 | 0.3058 |
| 0.6272 | 17.3277 | 176500 | 0.6482 | 0.0043 | 0.3092 | 0.7451 | 0.3092 |
| 0.6958 | 17.3375 | 176600 | 0.6509 | 0.0043 | 0.2986 | 0.7429 | 0.2986 |
| 0.6577 | 17.3473 | 176700 | 0.6498 | 0.0043 | 0.3006 | 0.7424 | 0.3006 |
| 0.6315 | 17.3572 | 176800 | 0.6464 | 0.0043 | 0.3084 | 0.7439 | 0.3084 |
| 0.6759 | 17.3670 | 176900 | 0.6494 | 0.0043 | 0.3031 | 0.7417 | 0.3031 |
| 0.6054 | 17.3768 | 177000 | 0.6492 | 0.0043 | 0.3037 | 0.7420 | 0.3037 |
| 0.6555 | 17.3866 | 177100 | 0.6449 | 0.0043 | 0.3084 | 0.7447 | 0.3084 |
| 0.6779 | 17.3964 | 177200 | 0.6424 | 0.0043 | 0.3117 | 0.7473 | 0.3117 |
| 0.5701 | 17.4062 | 177300 | 0.6464 | 0.0043 | 0.3086 | 0.7449 | 0.3086 |
| 0.6819 | 17.4161 | 177400 | 0.6409 | 0.0043 | 0.3050 | 0.7457 | 0.3050 |
| 0.6139 | 17.4259 | 177500 | 0.6477 | 0.0043 | 0.3057 | 0.7441 | 0.3057 |
| 0.6262 | 17.4357 | 177600 | 0.6498 | 0.0043 | 0.3035 | 0.7427 | 0.3035 |
| 0.6951 | 17.4455 | 177700 | 0.6468 | 0.0043 | 0.3142 | 0.7458 | 0.3142 |
| 0.721 | 17.4553 | 177800 | 0.6460 | 0.0043 | 0.3059 | 0.7449 | 0.3059 |
| 0.6225 | 17.4651 | 177900 | 0.6459 | 0.0043 | 0.3072 | 0.7452 | 0.3072 |
| 0.7426 | 17.4750 | 178000 | 0.6502 | 0.0043 | 0.3033 | 0.7429 | 0.3033 |
| 0.6202 | 17.4848 | 178100 | 0.6492 | 0.0043 | 0.3128 | 0.7461 | 0.3128 |
| 0.6391 | 17.4946 | 178200 | 0.6490 | 0.0043 | 0.3080 | 0.7450 | 0.3080 |
| 0.6081 | 17.5044 | 178300 | 0.6425 | 0.0043 | 0.3148 | 0.7470 | 0.3148 |
| 0.5679 | 17.5142 | 178400 | 0.6464 | 0.0043 | 0.3060 | 0.7452 | 0.3060 |
| 0.7045 | 17.5241 | 178500 | 0.6495 | 0.0043 | 0.3053 | 0.7441 | 0.3053 |
| 0.5894 | 17.5339 | 178600 | 0.6467 | 0.0043 | 0.3080 | 0.7457 | 0.3080 |
| 0.6161 | 17.5437 | 178700 | 0.6441 | 0.0043 | 0.3100 | 0.7450 | 0.3100 |
| 0.6402 | 17.5535 | 178800 | 0.6405 | 0.0043 | 0.3102 | 0.7469 | 0.3102 |
| 0.6305 | 17.5633 | 178900 | 0.6481 | 0.0043 | 0.3076 | 0.7448 | 0.3076 |
| 0.6736 | 17.5731 | 179000 | 0.6458 | 0.0043 | 0.3121 | 0.7455 | 0.3121 |
| 0.6233 | 17.5830 | 179100 | 0.6463 | 0.0043 | 0.3084 | 0.7448 | 0.3084 |
| 0.625 | 17.5928 | 179200 | 0.6463 | 0.0043 | 0.3015 | 0.7423 | 0.3015 |
| 0.6692 | 17.6026 | 179300 | 0.6473 | 0.0043 | 0.3049 | 0.7448 | 0.3049 |
| 0.6857 | 17.6124 | 179400 | 0.6567 | 0.0043 | 0.3004 | 0.7414 | 0.3004 |
| 0.6871 | 17.6222 | 179500 | 0.6419 | 0.0043 | 0.3155 | 0.7477 | 0.3155 |
| 0.6711 | 17.6320 | 179600 | 0.6486 | 0.0043 | 0.3082 | 0.7456 | 0.3082 |
| 0.663 | 17.6419 | 179700 | 0.6483 | 0.0043 | 0.3097 | 0.7444 | 0.3097 |
| 0.6318 | 17.6517 | 179800 | 0.6467 | 0.0043 | 0.3108 | 0.7436 | 0.3108 |
| 0.6154 | 17.6615 | 179900 | 0.6500 | 0.0043 | 0.2984 | 0.7426 | 0.2984 |
| 0.6253 | 17.6713 | 180000 | 0.6405 | 0.0043 | 0.3054 | 0.7448 | 0.3054 |
| 0.5806 | 17.6811 | 180100 | 0.6553 | 0.0043 | 0.3039 | 0.7418 | 0.3039 |
| 0.6118 | 17.6909 | 180200 | 0.6501 | 0.0043 | 0.3081 | 0.7429 | 0.3081 |
| 0.6711 | 17.7008 | 180300 | 0.6466 | 0.0043 | 0.3059 | 0.7447 | 0.3059 |
| 0.6164 | 17.7106 | 180400 | 0.6492 | 0.0043 | 0.3002 | 0.7419 | 0.3002 |
| 0.6909 | 17.7204 | 180500 | 0.6520 | 0.0043 | 0.3069 | 0.7445 | 0.3069 |
| 0.6377 | 17.7302 | 180600 | 0.6542 | 0.0043 | 0.3088 | 0.7420 | 0.3088 |
| 0.6591 | 17.7400 | 180700 | 0.6520 | 0.0043 | 0.2969 | 0.7409 | 0.2969 |
| 0.654 | 17.7499 | 180800 | 0.6429 | 0.0043 | 0.3077 | 0.7451 | 0.3077 |
| 0.6668 | 17.7597 | 180900 | 0.6447 | 0.0043 | 0.3088 | 0.7450 | 0.3088 |
| 0.6402 | 17.7695 | 181000 | 0.6454 | 0.0043 | 0.3104 | 0.7456 | 0.3104 |
| 0.6404 | 17.7793 | 181100 | 0.6429 | 0.0043 | 0.3088 | 0.7450 | 0.3088 |
| 0.652 | 17.7891 | 181200 | 0.6466 | 0.0043 | 0.3130 | 0.7449 | 0.3130 |
| 0.5678 | 17.7989 | 181300 | 0.6427 | 0.0043 | 0.3099 | 0.7462 | 0.3099 |
| 0.5316 | 17.8088 | 181400 | 0.6501 | 0.0043 | 0.3022 | 0.7443 | 0.3022 |
| 0.6991 | 17.8186 | 181500 | 0.6517 | 0.0043 | 0.3108 | 0.7434 | 0.3108 |
| 0.5711 | 17.8284 | 181600 | 0.6499 | 0.0043 | 0.3042 | 0.7436 | 0.3042 |
| 0.5787 | 17.8382 | 181700 | 0.6476 | 0.0043 | 0.3100 | 0.7448 | 0.3100 |
| 0.601 | 17.8480 | 181800 | 0.6473 | 0.0043 | 0.3053 | 0.7452 | 0.3053 |
| 0.6375 | 17.8578 | 181900 | 0.6421 | 0.0043 | 0.3118 | 0.7474 | 0.3118 |
| 0.4983 | 17.8677 | 182000 | 0.6465 | 0.0043 | 0.3072 | 0.7454 | 0.3072 |
| 0.6397 | 17.8775 | 182100 | 0.6458 | 0.0043 | 0.3065 | 0.7455 | 0.3065 |
| 0.6514 | 17.8873 | 182200 | 0.6469 | 0.0043 | 0.3085 | 0.7454 | 0.3085 |
| 0.645 | 17.8971 | 182300 | 0.6423 | 0.0043 | 0.3146 | 0.7471 | 0.3146 |
| 0.5812 | 17.9069 | 182400 | 0.6432 | 0.0043 | 0.3126 | 0.7474 | 0.3126 |
| 0.6675 | 17.9167 | 182500 | 0.6439 | 0.0043 | 0.3061 | 0.7460 | 0.3061 |
| 0.7004 | 17.9266 | 182600 | 0.6454 | 0.0043 | 0.3071 | 0.7463 | 0.3071 |
| 0.6083 | 17.9364 | 182700 | 0.6440 | 0.0043 | 0.3075 | 0.7455 | 0.3075 |
| 0.6387 | 17.9462 | 182800 | 0.6519 | 0.0043 | 0.3023 | 0.7422 | 0.3023 |
| 0.6032 | 17.9560 | 182900 | 0.6536 | 0.0043 | 0.3031 | 0.7422 | 0.3031 |
| 0.5814 | 17.9658 | 183000 | 0.6411 | 0.0043 | 0.3150 | 0.7474 | 0.3150 |
| 0.6939 | 17.9757 | 183100 | 0.6512 | 0.0043 | 0.3053 | 0.7435 | 0.3053 |
| 0.6474 | 17.9855 | 183200 | 0.6444 | 0.0043 | 0.3066 | 0.7463 | 0.3066 |
| 0.6719 | 17.9953 | 183300 | 0.6466 | 0.0043 | 0.3081 | 0.7462 | 0.3081 |
| 0.5898 | 18.0051 | 183400 | 0.6399 | 0.0043 | 0.3146 | 0.7476 | 0.3146 |
| 0.6167 | 18.0149 | 183500 | 0.6466 | 0.0043 | 0.3102 | 0.7451 | 0.3102 |
| 0.5611 | 18.0247 | 183600 | 0.6435 | 0.0043 | 0.3105 | 0.7459 | 0.3105 |
| 0.6117 | 18.0346 | 183700 | 0.6463 | 0.0043 | 0.3106 | 0.7448 | 0.3106 |
| 0.6385 | 18.0444 | 183800 | 0.6447 | 0.0043 | 0.3104 | 0.7464 | 0.3104 |
| 0.6404 | 18.0542 | 183900 | 0.6449 | 0.0043 | 0.3067 | 0.7437 | 0.3067 |
| 0.6538 | 18.0640 | 184000 | 0.6443 | 0.0043 | 0.3057 | 0.7452 | 0.3057 |
| 0.6369 | 18.0738 | 184100 | 0.6446 | 0.0043 | 0.3071 | 0.7446 | 0.3071 |
| 0.5925 | 18.0836 | 184200 | 0.6463 | 0.0043 | 0.3118 | 0.7440 | 0.3118 |
| 0.6325 | 18.0935 | 184300 | 0.6494 | 0.0043 | 0.3083 | 0.7461 | 0.3083 |
| 0.5973 | 18.1033 | 184400 | 0.6451 | 0.0043 | 0.3090 | 0.7447 | 0.3090 |
| 0.6493 | 18.1131 | 184500 | 0.6491 | 0.0043 | 0.3053 | 0.7434 | 0.3053 |
| 0.6289 | 18.1229 | 184600 | 0.6397 | 0.0043 | 0.3184 | 0.7484 | 0.3184 |
| 0.6685 | 18.1327 | 184700 | 0.6477 | 0.0043 | 0.3063 | 0.7458 | 0.3063 |
| 0.6396 | 18.1425 | 184800 | 0.6447 | 0.0043 | 0.3122 | 0.7462 | 0.3122 |
| 0.6415 | 18.1524 | 184900 | 0.6494 | 0.0043 | 0.3075 | 0.7448 | 0.3075 |
| 0.6327 | 18.1622 | 185000 | 0.6577 | 0.0043 | 0.3076 | 0.7403 | 0.3076 |
| 0.6667 | 18.1720 | 185100 | 0.6464 | 0.0043 | 0.3109 | 0.7460 | 0.3109 |
| 0.6724 | 18.1818 | 185200 | 0.6482 | 0.0043 | 0.3085 | 0.7449 | 0.3085 |
| 0.6011 | 18.1916 | 185300 | 0.6424 | 0.0043 | 0.3095 | 0.7460 | 0.3095 |
| 0.629 | 18.2015 | 185400 | 0.6480 | 0.0043 | 0.3068 | 0.7440 | 0.3068 |
| 0.6173 | 18.2113 | 185500 | 0.6424 | 0.0043 | 0.3118 | 0.7464 | 0.3118 |
| 0.6689 | 18.2211 | 185600 | 0.6481 | 0.0043 | 0.3082 | 0.7462 | 0.3082 |
| 0.6344 | 18.2309 | 185700 | 0.6409 | 0.0043 | 0.3191 | 0.7501 | 0.3191 |
| 0.6884 | 18.2407 | 185800 | 0.6447 | 0.0043 | 0.3100 | 0.7461 | 0.3100 |
| 0.5766 | 18.2505 | 185900 | 0.6445 | 0.0043 | 0.3086 | 0.7461 | 0.3086 |
| 0.6691 | 18.2604 | 186000 | 0.6488 | 0.0043 | 0.2999 | 0.7432 | 0.2999 |
| 0.563 | 18.2702 | 186100 | 0.6436 | 0.0043 | 0.3074 | 0.7453 | 0.3074 |
| 0.6108 | 18.2800 | 186200 | 0.6419 | 0.0043 | 0.3108 | 0.7458 | 0.3108 |
| 0.6652 | 18.2898 | 186300 | 0.6400 | 0.0043 | 0.3168 | 0.7485 | 0.3168 |
| 0.6493 | 18.2996 | 186400 | 0.6500 | 0.0043 | 0.3009 | 0.7436 | 0.3009 |
| 0.6603 | 18.3094 | 186500 | 0.6450 | 0.0043 | 0.3099 | 0.7468 | 0.3099 |
| 0.6501 | 18.3193 | 186600 | 0.6443 | 0.0043 | 0.3111 | 0.7473 | 0.3111 |
| 0.7052 | 18.3291 | 186700 | 0.6480 | 0.0043 | 0.3059 | 0.7452 | 0.3059 |
| 0.6 | 18.3389 | 186800 | 0.6475 | 0.0043 | 0.3036 | 0.7436 | 0.3036 |
| 0.6703 | 18.3487 | 186900 | 0.6416 | 0.0043 | 0.3077 | 0.7461 | 0.3077 |
| 0.6208 | 18.3585 | 187000 | 0.6424 | 0.0043 | 0.3082 | 0.7445 | 0.3082 |
| 0.6752 | 18.3683 | 187100 | 0.6511 | 0.0043 | 0.3017 | 0.7417 | 0.3017 |
| 0.6124 | 18.3782 | 187200 | 0.6511 | 0.0043 | 0.3082 | 0.7420 | 0.3082 |
| 0.577 | 18.3880 | 187300 | 0.6406 | 0.0043 | 0.3081 | 0.7452 | 0.3081 |
| 0.6219 | 18.3978 | 187400 | 0.6416 | 0.0043 | 0.3136 | 0.7468 | 0.3136 |
| 0.5793 | 18.4076 | 187500 | 0.6446 | 0.0043 | 0.3091 | 0.7467 | 0.3091 |
| 0.6386 | 18.4174 | 187600 | 0.6485 | 0.0043 | 0.3026 | 0.7441 | 0.3026 |
| 0.5382 | 18.4273 | 187700 | 0.6405 | 0.0043 | 0.3135 | 0.7487 | 0.3135 |
| 0.6286 | 18.4371 | 187800 | 0.6392 | 0.0043 | 0.3163 | 0.7487 | 0.3163 |
| 0.6144 | 18.4469 | 187900 | 0.6411 | 0.0043 | 0.3149 | 0.7474 | 0.3149 |
| 0.6001 | 18.4567 | 188000 | 0.6395 | 0.0043 | 0.3141 | 0.7494 | 0.3141 |
| 0.7093 | 18.4665 | 188100 | 0.6433 | 0.0043 | 0.3076 | 0.7443 | 0.3076 |
| 0.6078 | 18.4763 | 188200 | 0.6513 | 0.0043 | 0.3083 | 0.7440 | 0.3083 |
| 0.6035 | 18.4862 | 188300 | 0.6494 | 0.0043 | 0.3060 | 0.7447 | 0.3060 |
| 0.7271 | 18.4960 | 188400 | 0.6431 | 0.0043 | 0.3002 | 0.7433 | 0.3002 |
| 0.6791 | 18.5058 | 188500 | 0.6499 | 0.0043 | 0.3070 | 0.7440 | 0.3070 |
| 0.685 | 18.5156 | 188600 | 0.6420 | 0.0043 | 0.3106 | 0.7469 | 0.3106 |
| 0.6313 | 18.5254 | 188700 | 0.6484 | 0.0043 | 0.3106 | 0.7431 | 0.3106 |
| 0.6198 | 18.5352 | 188800 | 0.6383 | 0.0043 | 0.3153 | 0.7467 | 0.3153 |
| 0.6534 | 18.5451 | 188900 | 0.6460 | 0.0043 | 0.3077 | 0.7447 | 0.3077 |
| 0.6027 | 18.5549 | 189000 | 0.6431 | 0.0043 | 0.3119 | 0.7470 | 0.3119 |
| 0.6817 | 18.5647 | 189100 | 0.6461 | 0.0043 | 0.3076 | 0.7443 | 0.3076 |
| 0.6285 | 18.5745 | 189200 | 0.6429 | 0.0043 | 0.3097 | 0.7477 | 0.3097 |
| 0.5754 | 18.5843 | 189300 | 0.6442 | 0.0043 | 0.3138 | 0.7463 | 0.3138 |
| 0.6465 | 18.5941 | 189400 | 0.6387 | 0.0043 | 0.3209 | 0.7494 | 0.3209 |
| 0.6446 | 18.6040 | 189500 | 0.6470 | 0.0043 | 0.3159 | 0.7456 | 0.3159 |
| 0.6321 | 18.6138 | 189600 | 0.6484 | 0.0043 | 0.3080 | 0.7452 | 0.3080 |
| 0.64 | 18.6236 | 189700 | 0.6420 | 0.0043 | 0.3104 | 0.7477 | 0.3104 |
| 0.5869 | 18.6334 | 189800 | 0.6441 | 0.0043 | 0.3055 | 0.7450 | 0.3055 |
| 0.6949 | 18.6432 | 189900 | 0.6428 | 0.0043 | 0.3089 | 0.7465 | 0.3089 |
| 0.6195 | 18.6531 | 190000 | 0.6442 | 0.0043 | 0.3070 | 0.7431 | 0.3070 |
| 0.66 | 18.6629 | 190100 | 0.6413 | 0.0043 | 0.3043 | 0.7443 | 0.3043 |
| 0.5907 | 18.6727 | 190200 | 0.6414 | 0.0043 | 0.3121 | 0.7462 | 0.3121 |
| 0.6122 | 18.6825 | 190300 | 0.6383 | 0.0043 | 0.3075 | 0.7464 | 0.3075 |
| 0.6138 | 18.6923 | 190400 | 0.6369 | 0.0043 | 0.3109 | 0.7484 | 0.3109 |
| 0.6195 | 18.7021 | 190500 | 0.6434 | 0.0043 | 0.3031 | 0.7452 | 0.3031 |
| 0.6198 | 18.7120 | 190600 | 0.6454 | 0.0043 | 0.3042 | 0.7453 | 0.3042 |
| 0.5871 | 18.7218 | 190700 | 0.6468 | 0.0043 | 0.3011 | 0.7437 | 0.3011 |
| 0.7094 | 18.7316 | 190800 | 0.6428 | 0.0043 | 0.3124 | 0.7460 | 0.3124 |
| 0.6404 | 18.7414 | 190900 | 0.6392 | 0.0043 | 0.3097 | 0.7477 | 0.3097 |
| 0.5718 | 18.7512 | 191000 | 0.6384 | 0.0043 | 0.3062 | 0.7470 | 0.3062 |
| 0.5883 | 18.7610 | 191100 | 0.6426 | 0.0043 | 0.3080 | 0.7449 | 0.3080 |
| 0.5679 | 18.7709 | 191200 | 0.6412 | 0.0043 | 0.3033 | 0.7460 | 0.3033 |
| 0.6432 | 18.7807 | 191300 | 0.6450 | 0.0043 | 0.3098 | 0.7469 | 0.3098 |
| 0.574 | 18.7905 | 191400 | 0.6436 | 0.0043 | 0.3094 | 0.7469 | 0.3094 |
| 0.643 | 18.8003 | 191500 | 0.6425 | 0.0043 | 0.3075 | 0.7452 | 0.3075 |
| 0.6459 | 18.8101 | 191600 | 0.6486 | 0.0043 | 0.3059 | 0.7452 | 0.3059 |
| 0.6486 | 18.8199 | 191700 | 0.6431 | 0.0043 | 0.3049 | 0.7457 | 0.3049 |
| 0.6892 | 18.8298 | 191800 | 0.6397 | 0.0043 | 0.3122 | 0.7462 | 0.3122 |
| 0.5436 | 18.8396 | 191900 | 0.6421 | 0.0043 | 0.3119 | 0.7458 | 0.3119 |
| 0.5902 | 18.8494 | 192000 | 0.6432 | 0.0043 | 0.3150 | 0.7476 | 0.3150 |
| 0.6654 | 18.8592 | 192100 | 0.6403 | 0.0043 | 0.3135 | 0.7483 | 0.3135 |
| 0.5932 | 18.8690 | 192200 | 0.6445 | 0.0043 | 0.3122 | 0.7464 | 0.3122 |
| 0.6175 | 18.8789 | 192300 | 0.6407 | 0.0043 | 0.3129 | 0.7470 | 0.3129 |
| 0.6018 | 18.8887 | 192400 | 0.6413 | 0.0043 | 0.3085 | 0.7463 | 0.3085 |
| 0.5799 | 18.8985 | 192500 | 0.6445 | 0.0043 | 0.3117 | 0.7466 | 0.3117 |
| 0.6567 | 18.9083 | 192600 | 0.6426 | 0.0043 | 0.3082 | 0.7437 | 0.3082 |
| 0.6389 | 18.9181 | 192700 | 0.6445 | 0.0043 | 0.3146 | 0.7466 | 0.3146 |
| 0.644 | 18.9279 | 192800 | 0.6493 | 0.0043 | 0.3055 | 0.7448 | 0.3055 |
| 0.6977 | 18.9378 | 192900 | 0.6416 | 0.0043 | 0.3056 | 0.7446 | 0.3056 |
| 0.5801 | 18.9476 | 193000 | 0.6481 | 0.0043 | 0.3025 | 0.7432 | 0.3025 |
| 0.6509 | 18.9574 | 193100 | 0.6384 | 0.0043 | 0.3141 | 0.7482 | 0.3141 |
| 0.6187 | 18.9672 | 193200 | 0.6414 | 0.0043 | 0.3096 | 0.7461 | 0.3096 |
| 0.5573 | 18.9770 | 193300 | 0.6428 | 0.0043 | 0.3089 | 0.7460 | 0.3089 |
| 0.6027 | 18.9868 | 193400 | 0.6464 | 0.0043 | 0.3111 | 0.7454 | 0.3111 |
| 0.6629 | 18.9967 | 193500 | 0.6414 | 0.0043 | 0.3146 | 0.7484 | 0.3146 |
| 0.5965 | 19.0065 | 193600 | 0.6390 | 0.0043 | 0.3110 | 0.7471 | 0.3110 |
| 0.5567 | 19.0163 | 193700 | 0.6434 | 0.0043 | 0.3135 | 0.7465 | 0.3135 |
| 0.6452 | 19.0261 | 193800 | 0.6400 | 0.0043 | 0.3098 | 0.7460 | 0.3098 |
| 0.6128 | 19.0359 | 193900 | 0.6401 | 0.0043 | 0.3091 | 0.7456 | 0.3091 |
| 0.6306 | 19.0457 | 194000 | 0.6455 | 0.0043 | 0.3164 | 0.7479 | 0.3164 |
| 0.6758 | 19.0556 | 194100 | 0.6482 | 0.0043 | 0.3111 | 0.7459 | 0.3111 |
| 0.6456 | 19.0654 | 194200 | 0.6426 | 0.0043 | 0.3164 | 0.7460 | 0.3164 |
| 0.6122 | 19.0752 | 194300 | 0.6480 | 0.0043 | 0.3088 | 0.7448 | 0.3088 |
| 0.5709 | 19.0850 | 194400 | 0.6401 | 0.0043 | 0.3163 | 0.7479 | 0.3163 |
| 0.6508 | 19.0948 | 194500 | 0.6373 | 0.0043 | 0.3137 | 0.7484 | 0.3137 |
| 0.6057 | 19.1047 | 194600 | 0.6447 | 0.0043 | 0.3055 | 0.7443 | 0.3055 |
| 0.6422 | 19.1145 | 194700 | 0.6385 | 0.0043 | 0.3121 | 0.7477 | 0.3121 |
| 0.5919 | 19.1243 | 194800 | 0.6448 | 0.0043 | 0.3102 | 0.7448 | 0.3102 |
| 0.6103 | 19.1341 | 194900 | 0.6413 | 0.0043 | 0.3158 | 0.7476 | 0.3158 |
| 0.5289 | 19.1439 | 195000 | 0.6402 | 0.0043 | 0.3148 | 0.7469 | 0.3148 |
| 0.6418 | 19.1537 | 195100 | 0.6451 | 0.0043 | 0.3054 | 0.7453 | 0.3054 |
| 0.634 | 19.1636 | 195200 | 0.6478 | 0.0043 | 0.3051 | 0.7435 | 0.3051 |
| 0.5919 | 19.1734 | 195300 | 0.6457 | 0.0043 | 0.3093 | 0.7450 | 0.3093 |
| 0.6408 | 19.1832 | 195400 | 0.6437 | 0.0043 | 0.3084 | 0.7471 | 0.3084 |
| 0.6301 | 19.1930 | 195500 | 0.6390 | 0.0043 | 0.3153 | 0.7494 | 0.3153 |
| 0.6252 | 19.2028 | 195600 | 0.6416 | 0.0043 | 0.3085 | 0.7445 | 0.3085 |
| 0.6311 | 19.2126 | 195700 | 0.6410 | 0.0043 | 0.3152 | 0.7494 | 0.3152 |
| 0.6156 | 19.2225 | 195800 | 0.6390 | 0.0043 | 0.3146 | 0.7489 | 0.3146 |
| 0.6251 | 19.2323 | 195900 | 0.6419 | 0.0043 | 0.3086 | 0.7460 | 0.3086 |
| 0.6258 | 19.2421 | 196000 | 0.6411 | 0.0043 | 0.3110 | 0.7460 | 0.3110 |
| 0.5901 | 19.2519 | 196100 | 0.6437 | 0.0043 | 0.3073 | 0.7457 | 0.3073 |
| 0.6161 | 19.2617 | 196200 | 0.6417 | 0.0043 | 0.3112 | 0.7465 | 0.3112 |
| 0.588 | 19.2715 | 196300 | 0.6398 | 0.0043 | 0.3173 | 0.7492 | 0.3173 |
| 0.6823 | 19.2814 | 196400 | 0.6425 | 0.0043 | 0.3091 | 0.7468 | 0.3091 |
| 0.5913 | 19.2912 | 196500 | 0.6412 | 0.0043 | 0.3161 | 0.7475 | 0.3161 |
| 0.563 | 19.3010 | 196600 | 0.6437 | 0.0043 | 0.3063 | 0.7452 | 0.3063 |
| 0.6007 | 19.3108 | 196700 | 0.6437 | 0.0043 | 0.3131 | 0.7476 | 0.3131 |
| 0.6231 | 19.3206 | 196800 | 0.6442 | 0.0043 | 0.3089 | 0.7465 | 0.3089 |
| 0.602 | 19.3305 | 196900 | 0.6436 | 0.0043 | 0.3124 | 0.7473 | 0.3124 |
| 0.6355 | 19.3403 | 197000 | 0.6466 | 0.0043 | 0.3114 | 0.7471 | 0.3114 |
| 0.6585 | 19.3501 | 197100 | 0.6405 | 0.0043 | 0.3111 | 0.7478 | 0.3111 |
| 0.6117 | 19.3599 | 197200 | 0.6464 | 0.0043 | 0.3073 | 0.7459 | 0.3073 |
| 0.5663 | 19.3697 | 197300 | 0.6427 | 0.0043 | 0.3136 | 0.7471 | 0.3136 |
| 0.6136 | 19.3795 | 197400 | 0.6406 | 0.0043 | 0.3088 | 0.7473 | 0.3088 |
| 0.5967 | 19.3894 | 197500 | 0.6376 | 0.0043 | 0.3198 | 0.7494 | 0.3198 |
| 0.637 | 19.3992 | 197600 | 0.6470 | 0.0043 | 0.3104 | 0.7456 | 0.3104 |
| 0.648 | 19.4090 | 197700 | 0.6353 | 0.0043 | 0.3133 | 0.7488 | 0.3133 |
| 0.621 | 19.4188 | 197800 | 0.6388 | 0.0043 | 0.3129 | 0.7473 | 0.3129 |
| 0.6159 | 19.4286 | 197900 | 0.6386 | 0.0043 | 0.3142 | 0.7461 | 0.3142 |
| 0.6493 | 19.4384 | 198000 | 0.6453 | 0.0043 | 0.3080 | 0.7465 | 0.3080 |
| 0.6363 | 19.4483 | 198100 | 0.6463 | 0.0043 | 0.3075 | 0.7435 | 0.3075 |
| 0.56 | 19.4581 | 198200 | 0.6375 | 0.0043 | 0.3132 | 0.7473 | 0.3132 |
| 0.5863 | 19.4679 | 198300 | 0.6390 | 0.0043 | 0.3115 | 0.7488 | 0.3115 |
| 0.6178 | 19.4777 | 198400 | 0.6407 | 0.0043 | 0.3159 | 0.7473 | 0.3159 |
| 0.6417 | 19.4875 | 198500 | 0.6360 | 0.0043 | 0.3138 | 0.7491 | 0.3138 |
| 0.6109 | 19.4973 | 198600 | 0.6421 | 0.0043 | 0.3102 | 0.7464 | 0.3102 |
| 0.6026 | 19.5072 | 198700 | 0.6391 | 0.0043 | 0.3071 | 0.7468 | 0.3071 |
| 0.5917 | 19.5170 | 198800 | 0.6452 | 0.0043 | 0.3114 | 0.7458 | 0.3114 |
| 0.6687 | 19.5268 | 198900 | 0.6371 | 0.0043 | 0.3129 | 0.7489 | 0.3129 |
| 0.6582 | 19.5366 | 199000 | 0.6412 | 0.0043 | 0.3095 | 0.7475 | 0.3095 |
| 0.6464 | 19.5464 | 199100 | 0.6390 | 0.0043 | 0.3176 | 0.7483 | 0.3176 |
| 0.6083 | 19.5563 | 199200 | 0.6440 | 0.0043 | 0.3078 | 0.7461 | 0.3078 |
| 0.6062 | 19.5661 | 199300 | 0.6363 | 0.0043 | 0.3164 | 0.7482 | 0.3164 |
| 0.6279 | 19.5759 | 199400 | 0.6416 | 0.0043 | 0.3116 | 0.7477 | 0.3116 |
| 0.6074 | 19.5857 | 199500 | 0.6429 | 0.0043 | 0.3130 | 0.7474 | 0.3130 |
| 0.6681 | 19.5955 | 199600 | 0.6382 | 0.0043 | 0.3146 | 0.7506 | 0.3146 |
| 0.632 | 19.6053 | 199700 | 0.6435 | 0.0043 | 0.3091 | 0.7465 | 0.3091 |
| 0.5955 | 19.6152 | 199800 | 0.6420 | 0.0043 | 0.3124 | 0.7472 | 0.3124 |
| 0.6694 | 19.6250 | 199900 | 0.6453 | 0.0043 | 0.3007 | 0.7435 | 0.3007 |
| 0.6931 | 19.6348 | 200000 | 0.6368 | 0.0043 | 0.3131 | 0.7507 | 0.3131 |
| 0.5803 | 19.6446 | 200100 | 0.6429 | 0.0043 | 0.3136 | 0.7478 | 0.3136 |
| 0.569 | 19.6544 | 200200 | 0.6375 | 0.0043 | 0.3161 | 0.7490 | 0.3161 |
| 0.6002 | 19.6642 | 200300 | 0.6376 | 0.0043 | 0.3127 | 0.7476 | 0.3127 |
| 0.5658 | 19.6741 | 200400 | 0.6445 | 0.0043 | 0.3141 | 0.7484 | 0.3141 |
| 0.6179 | 19.6839 | 200500 | 0.6390 | 0.0043 | 0.3135 | 0.7470 | 0.3135 |
| 0.6262 | 19.6937 | 200600 | 0.6459 | 0.0043 | 0.3088 | 0.7449 | 0.3088 |
| 0.6186 | 19.7035 | 200700 | 0.6377 | 0.0043 | 0.3155 | 0.7492 | 0.3155 |
| 0.6171 | 19.7133 | 200800 | 0.6388 | 0.0043 | 0.3166 | 0.7484 | 0.3166 |
| 0.6089 | 19.7231 | 200900 | 0.6353 | 0.0043 | 0.3177 | 0.7498 | 0.3177 |
| 0.6264 | 19.7330 | 201000 | 0.6416 | 0.0043 | 0.3133 | 0.7468 | 0.3133 |
| 0.669 | 19.7428 | 201100 | 0.6435 | 0.0043 | 0.3133 | 0.7479 | 0.3133 |
| 0.6608 | 19.7526 | 201200 | 0.6432 | 0.0043 | 0.3069 | 0.7454 | 0.3069 |
| 0.6724 | 19.7624 | 201300 | 0.6353 | 0.0043 | 0.3138 | 0.7490 | 0.3138 |
| 0.5562 | 19.7722 | 201400 | 0.6358 | 0.0043 | 0.3158 | 0.7485 | 0.3158 |
| 0.5921 | 19.7821 | 201500 | 0.6403 | 0.0043 | 0.3153 | 0.7471 | 0.3153 |
| 0.6305 | 19.7919 | 201600 | 0.6401 | 0.0043 | 0.3093 | 0.7478 | 0.3093 |
| 0.5986 | 19.8017 | 201700 | 0.6494 | 0.0043 | 0.3062 | 0.7449 | 0.3062 |
| 0.5843 | 19.8115 | 201800 | 0.6345 | 0.0043 | 0.3187 | 0.7506 | 0.3187 |
| 0.5342 | 19.8213 | 201900 | 0.6415 | 0.0043 | 0.3140 | 0.7458 | 0.3140 |
| 0.6365 | 19.8311 | 202000 | 0.6421 | 0.0043 | 0.3206 | 0.7487 | 0.3206 |
| 0.6122 | 19.8410 | 202100 | 0.6384 | 0.0043 | 0.3165 | 0.7496 | 0.3165 |
| 0.6273 | 19.8508 | 202200 | 0.6407 | 0.0043 | 0.3131 | 0.7486 | 0.3131 |
| 0.608 | 19.8606 | 202300 | 0.6392 | 0.0043 | 0.3095 | 0.7474 | 0.3095 |
| 0.6111 | 19.8704 | 202400 | 0.6372 | 0.0043 | 0.3116 | 0.7482 | 0.3116 |
| 0.6685 | 19.8802 | 202500 | 0.6389 | 0.0043 | 0.3111 | 0.7471 | 0.3111 |
| 0.6369 | 19.8900 | 202600 | 0.6429 | 0.0043 | 0.3078 | 0.7445 | 0.3078 |
| 0.661 | 19.8999 | 202700 | 0.6467 | 0.0043 | 0.3072 | 0.7435 | 0.3072 |
| 0.6626 | 19.9097 | 202800 | 0.6432 | 0.0043 | 0.3139 | 0.7477 | 0.3139 |
| 0.6147 | 19.9195 | 202900 | 0.6417 | 0.0043 | 0.3065 | 0.7469 | 0.3065 |
| 0.5992 | 19.9293 | 203000 | 0.6394 | 0.0043 | 0.3126 | 0.7474 | 0.3126 |
| 0.6203 | 19.9391 | 203100 | 0.6389 | 0.0043 | 0.3110 | 0.7482 | 0.3110 |
| 0.6624 | 19.9489 | 203200 | 0.6440 | 0.0043 | 0.3116 | 0.7463 | 0.3116 |
| 0.6365 | 19.9588 | 203300 | 0.6364 | 0.0043 | 0.3164 | 0.7500 | 0.3164 |
| 0.5716 | 19.9686 | 203400 | 0.6360 | 0.0043 | 0.3146 | 0.7481 | 0.3146 |
| 0.6496 | 19.9784 | 203500 | 0.6437 | 0.0043 | 0.3146 | 0.7452 | 0.3146 |
| 0.7077 | 19.9882 | 203600 | 0.6439 | 0.0043 | 0.3128 | 0.7469 | 0.3128 |
| 0.6229 | 19.9980 | 203700 | 0.6402 | 0.0043 | 0.3091 | 0.7475 | 0.3091 |
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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