hk816r8a_20250707_080817
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: 0.5293
- Model Preparation Time: 0.0296
- Move Accuracy: 0.3242
- Token Accuracy: 0.7962
- Accuracy: 0.3242
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0003
- train_batch_size: 128
- eval_batch_size: 256
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: constant_with_warmup
- lr_scheduler_warmup_ratio: 0.001
- num_epochs: 100
Training results
| Training Loss | Epoch | Step | Validation Loss | Model Preparation Time | Move Accuracy | Token Accuracy | Accuracy |
|---|---|---|---|---|---|---|---|
| No log | 0 | 0 | 11.9474 | 0.0296 | 0.0 | 0.0000 | 0.0 |
| 10.4631 | 0.0098 | 100 | 10.3687 | 0.0296 | 0.0 | 0.1079 | 0.0 |
| 3.1108 | 0.0196 | 200 | 3.0383 | 0.0296 | 0.0 | 0.2545 | 0.0 |
| 1.8205 | 0.0295 | 300 | 1.8513 | 0.0296 | 0.0003 | 0.3405 | 0.0003 |
| 1.6109 | 0.0393 | 400 | 1.6257 | 0.0296 | 0.0032 | 0.3871 | 0.0032 |
| 1.5325 | 0.0491 | 500 | 1.5595 | 0.0296 | 0.0048 | 0.4061 | 0.0048 |
| 1.4941 | 0.0589 | 600 | 1.5041 | 0.0296 | 0.0067 | 0.4215 | 0.0067 |
| 1.4527 | 0.0687 | 700 | 1.4512 | 0.0296 | 0.0040 | 0.4409 | 0.0040 |
| 1.4775 | 0.0785 | 800 | 1.4350 | 0.0296 | 0.0078 | 0.4465 | 0.0078 |
| 1.3916 | 0.0884 | 900 | 1.3973 | 0.0296 | 0.0108 | 0.4634 | 0.0108 |
| 1.4525 | 0.0982 | 1000 | 1.4241 | 0.0296 | 0.0039 | 0.4545 | 0.0039 |
| 1.3768 | 0.1080 | 1100 | 1.4070 | 0.0296 | 0.0076 | 0.4525 | 0.0076 |
| 1.3486 | 0.1178 | 1200 | 1.3750 | 0.0296 | 0.0121 | 0.4684 | 0.0121 |
| 1.346 | 0.1276 | 1300 | 1.3683 | 0.0296 | 0.0112 | 0.4758 | 0.0112 |
| 1.379 | 0.1374 | 1400 | 1.3517 | 0.0296 | 0.0167 | 0.4881 | 0.0167 |
| 1.3309 | 0.1473 | 1500 | 1.3469 | 0.0296 | 0.0173 | 0.4862 | 0.0173 |
| 1.3534 | 0.1571 | 1600 | 1.3301 | 0.0296 | 0.0208 | 0.4964 | 0.0208 |
| 1.337 | 0.1669 | 1700 | 1.3290 | 0.0296 | 0.0166 | 0.4940 | 0.0166 |
| 1.347 | 0.1767 | 1800 | 1.3267 | 0.0296 | 0.0215 | 0.4975 | 0.0215 |
| 1.2823 | 0.1865 | 1900 | 1.3152 | 0.0296 | 0.0227 | 0.5012 | 0.0227 |
| 1.2683 | 0.1963 | 2000 | 1.3133 | 0.0296 | 0.0262 | 0.5000 | 0.0262 |
| 1.3034 | 0.2062 | 2100 | 1.3017 | 0.0296 | 0.0241 | 0.5037 | 0.0241 |
| 1.2566 | 0.2160 | 2200 | 1.2880 | 0.0296 | 0.0286 | 0.5112 | 0.0286 |
| 1.2939 | 0.2258 | 2300 | 1.3009 | 0.0296 | 0.0232 | 0.5046 | 0.0232 |
| 1.2156 | 0.2356 | 2400 | 1.2865 | 0.0296 | 0.0286 | 0.5096 | 0.0286 |
| 1.2262 | 0.2454 | 2500 | 1.2793 | 0.0296 | 0.0313 | 0.5126 | 0.0313 |
| 1.2821 | 0.2553 | 2600 | 1.2753 | 0.0296 | 0.0324 | 0.5141 | 0.0324 |
| 1.3518 | 0.2651 | 2700 | 1.2532 | 0.0296 | 0.0365 | 0.5292 | 0.0365 |
| 1.2374 | 0.2749 | 2800 | 1.2492 | 0.0296 | 0.0367 | 0.5259 | 0.0367 |
| 1.2366 | 0.2847 | 2900 | 1.2456 | 0.0296 | 0.0398 | 0.5272 | 0.0398 |
| 1.2168 | 0.2945 | 3000 | 1.2339 | 0.0296 | 0.0399 | 0.5317 | 0.0399 |
| 1.1995 | 0.3043 | 3100 | 1.2351 | 0.0296 | 0.0452 | 0.5323 | 0.0452 |
| 1.2168 | 0.3142 | 3200 | 1.2212 | 0.0296 | 0.0487 | 0.5378 | 0.0487 |
| 1.3033 | 0.3240 | 3300 | 1.2211 | 0.0296 | 0.0433 | 0.5386 | 0.0433 |
| 1.1885 | 0.3338 | 3400 | 1.2161 | 0.0296 | 0.0441 | 0.5376 | 0.0441 |
| 1.1479 | 0.3436 | 3500 | 1.2136 | 0.0296 | 0.0447 | 0.5377 | 0.0447 |
| 1.2648 | 0.3534 | 3600 | 1.2120 | 0.0296 | 0.0502 | 0.5422 | 0.0502 |
| 1.1738 | 0.3632 | 3700 | 1.2114 | 0.0296 | 0.0513 | 0.5410 | 0.0513 |
| 1.2442 | 0.3731 | 3800 | 1.1938 | 0.0296 | 0.0508 | 0.5483 | 0.0508 |
| 1.1577 | 0.3829 | 3900 | 1.1919 | 0.0296 | 0.0485 | 0.5480 | 0.0485 |
| 1.2045 | 0.3927 | 4000 | 1.1902 | 0.0296 | 0.0546 | 0.5494 | 0.0546 |
| 1.1733 | 0.4025 | 4100 | 1.1817 | 0.0296 | 0.0539 | 0.5531 | 0.0539 |
| 1.1169 | 0.4123 | 4200 | 1.1806 | 0.0296 | 0.0519 | 0.5524 | 0.0519 |
| 1.1675 | 0.4221 | 4300 | 1.1632 | 0.0296 | 0.0551 | 0.5582 | 0.0551 |
| 1.2337 | 0.4320 | 4400 | 1.1722 | 0.0296 | 0.0566 | 0.5545 | 0.0566 |
| 1.1075 | 0.4418 | 4500 | 1.1610 | 0.0296 | 0.0567 | 0.5600 | 0.0567 |
| 1.1105 | 0.4516 | 4600 | 1.1570 | 0.0296 | 0.0592 | 0.5601 | 0.0592 |
| 1.1345 | 0.4614 | 4700 | 1.1501 | 0.0296 | 0.0573 | 0.5631 | 0.0573 |
| 1.1323 | 0.4712 | 4800 | 1.1436 | 0.0296 | 0.0595 | 0.5666 | 0.0595 |
| 1.1198 | 0.4811 | 4900 | 1.1430 | 0.0296 | 0.0560 | 0.5634 | 0.0560 |
| 1.1496 | 0.4909 | 5000 | 1.1299 | 0.0296 | 0.0621 | 0.5716 | 0.0621 |
| 1.1619 | 0.5007 | 5100 | 1.1277 | 0.0296 | 0.0630 | 0.5707 | 0.0630 |
| 1.1267 | 0.5105 | 5200 | 1.1322 | 0.0296 | 0.0552 | 0.5676 | 0.0552 |
| 1.196 | 0.5203 | 5300 | 1.1235 | 0.0296 | 0.0623 | 0.5735 | 0.0623 |
| 1.1133 | 0.5301 | 5400 | 1.1211 | 0.0296 | 0.0623 | 0.5717 | 0.0623 |
| 1.0931 | 0.5400 | 5500 | 1.1146 | 0.0296 | 0.0683 | 0.5786 | 0.0683 |
| 1.1135 | 0.5498 | 5600 | 1.1077 | 0.0296 | 0.0634 | 0.5789 | 0.0634 |
| 1.1159 | 0.5596 | 5700 | 1.1092 | 0.0296 | 0.0648 | 0.5785 | 0.0648 |
| 1.0908 | 0.5694 | 5800 | 1.0948 | 0.0296 | 0.0661 | 0.5839 | 0.0661 |
| 1.1488 | 0.5792 | 5900 | 1.0941 | 0.0296 | 0.0725 | 0.5864 | 0.0725 |
| 1.0888 | 0.5890 | 6000 | 1.0972 | 0.0296 | 0.0711 | 0.5856 | 0.0711 |
| 1.0649 | 0.5989 | 6100 | 1.0960 | 0.0296 | 0.0694 | 0.5821 | 0.0694 |
| 1.0849 | 0.6087 | 6200 | 1.0764 | 0.0296 | 0.0759 | 0.5928 | 0.0759 |
| 1.0604 | 0.6185 | 6300 | 1.0733 | 0.0296 | 0.0707 | 0.5927 | 0.0707 |
| 1.012 | 0.6283 | 6400 | 1.0666 | 0.0296 | 0.0768 | 0.5941 | 0.0768 |
| 1.1144 | 0.6381 | 6500 | 1.0682 | 0.0296 | 0.0784 | 0.5951 | 0.0784 |
| 1.0591 | 0.6479 | 6600 | 1.0590 | 0.0296 | 0.0808 | 0.5980 | 0.0808 |
| 1.018 | 0.6578 | 6700 | 1.0643 | 0.0296 | 0.0761 | 0.5947 | 0.0761 |
| 1.0611 | 0.6676 | 6800 | 1.0489 | 0.0296 | 0.0848 | 0.6020 | 0.0848 |
| 1.0606 | 0.6774 | 6900 | 1.0636 | 0.0296 | 0.0759 | 0.5946 | 0.0759 |
| 0.9988 | 0.6872 | 7000 | 1.0372 | 0.0296 | 0.0805 | 0.6058 | 0.0805 |
| 1.0256 | 0.6970 | 7100 | 1.0383 | 0.0296 | 0.0830 | 0.6076 | 0.0830 |
| 1.039 | 0.7069 | 7200 | 1.0238 | 0.0296 | 0.0858 | 0.6110 | 0.0858 |
| 0.9843 | 0.7167 | 7300 | 1.0305 | 0.0296 | 0.0844 | 0.6096 | 0.0844 |
| 1.0513 | 0.7265 | 7400 | 1.0174 | 0.0296 | 0.0855 | 0.6131 | 0.0855 |
| 0.9649 | 0.7363 | 7500 | 1.0234 | 0.0296 | 0.0844 | 0.6108 | 0.0844 |
| 1.0034 | 0.7461 | 7600 | 1.0134 | 0.0296 | 0.0864 | 0.6158 | 0.0864 |
| 1.017 | 0.7559 | 7700 | 1.0128 | 0.0296 | 0.0935 | 0.6163 | 0.0935 |
| 0.9785 | 0.7658 | 7800 | 1.0057 | 0.0296 | 0.0891 | 0.6176 | 0.0891 |
| 0.9639 | 0.7756 | 7900 | 0.9948 | 0.0296 | 0.0929 | 0.6213 | 0.0929 |
| 0.9531 | 0.7854 | 8000 | 1.0049 | 0.0296 | 0.0916 | 0.6174 | 0.0916 |
| 0.9899 | 0.7952 | 8100 | 0.9856 | 0.0296 | 0.0927 | 0.6250 | 0.0927 |
| 1.0071 | 0.8050 | 8200 | 0.9879 | 0.0296 | 0.0922 | 0.6256 | 0.0922 |
| 0.9238 | 0.8148 | 8300 | 0.9746 | 0.0296 | 0.0960 | 0.6297 | 0.0960 |
| 0.9494 | 0.8247 | 8400 | 0.9754 | 0.0296 | 0.0989 | 0.6298 | 0.0989 |
| 0.9464 | 0.8345 | 8500 | 0.9672 | 0.0296 | 0.0954 | 0.6302 | 0.0954 |
| 0.9555 | 0.8443 | 8600 | 0.9705 | 0.0296 | 0.0962 | 0.6319 | 0.0962 |
| 0.966 | 0.8541 | 8700 | 0.9648 | 0.0296 | 0.1037 | 0.6343 | 0.1037 |
| 0.9789 | 0.8639 | 8800 | 0.9663 | 0.0296 | 0.0954 | 0.6334 | 0.0954 |
| 1.0099 | 0.8737 | 8900 | 0.9524 | 0.0296 | 0.1006 | 0.6389 | 0.1006 |
| 0.942 | 0.8836 | 9000 | 0.9477 | 0.0296 | 0.0999 | 0.6409 | 0.0999 |
| 0.917 | 0.8934 | 9100 | 0.9437 | 0.0296 | 0.1035 | 0.6425 | 0.1035 |
| 0.9303 | 0.9032 | 9200 | 0.9341 | 0.0296 | 0.1025 | 0.6448 | 0.1025 |
| 0.9568 | 0.9130 | 9300 | 0.9392 | 0.0296 | 0.1035 | 0.6428 | 0.1035 |
| 0.8934 | 0.9228 | 9400 | 0.9297 | 0.0296 | 0.1071 | 0.6466 | 0.1071 |
| 0.9506 | 0.9327 | 9500 | 0.9307 | 0.0296 | 0.1049 | 0.6468 | 0.1049 |
| 0.9441 | 0.9425 | 9600 | 0.9222 | 0.0296 | 0.1084 | 0.6506 | 0.1084 |
| 0.9291 | 0.9523 | 9700 | 0.9108 | 0.0296 | 0.1127 | 0.6542 | 0.1127 |
| 0.8963 | 0.9621 | 9800 | 0.9114 | 0.0296 | 0.1137 | 0.6539 | 0.1137 |
| 0.9391 | 0.9719 | 9900 | 0.9104 | 0.0296 | 0.1087 | 0.6535 | 0.1087 |
| 0.914 | 0.9817 | 10000 | 0.9118 | 0.0296 | 0.1115 | 0.6539 | 0.1115 |
| 0.8875 | 0.9916 | 10100 | 0.9020 | 0.0296 | 0.1122 | 0.6580 | 0.1122 |
| 0.8435 | 1.0014 | 10200 | 0.9061 | 0.0296 | 0.1213 | 0.6568 | 0.1213 |
| 0.8974 | 1.0112 | 10300 | 0.9026 | 0.0296 | 0.1140 | 0.6570 | 0.1140 |
| 0.9129 | 1.0210 | 10400 | 0.8957 | 0.0296 | 0.1181 | 0.6616 | 0.1181 |
| 0.8841 | 1.0308 | 10500 | 0.8908 | 0.0296 | 0.1196 | 0.6626 | 0.1196 |
| 0.9012 | 1.0406 | 10600 | 0.8846 | 0.0296 | 0.1245 | 0.6662 | 0.1245 |
| 0.8436 | 1.0505 | 10700 | 0.8814 | 0.0296 | 0.1254 | 0.6660 | 0.1254 |
| 0.8693 | 1.0603 | 10800 | 0.8853 | 0.0296 | 0.1196 | 0.6639 | 0.1196 |
| 0.8563 | 1.0701 | 10900 | 0.8751 | 0.0296 | 0.1274 | 0.6691 | 0.1274 |
| 0.8995 | 1.0799 | 11000 | 0.8785 | 0.0296 | 0.1236 | 0.6666 | 0.1236 |
| 0.8727 | 1.0897 | 11100 | 0.8727 | 0.0296 | 0.1243 | 0.6690 | 0.1243 |
| 0.906 | 1.0995 | 11200 | 0.8719 | 0.0296 | 0.1263 | 0.6690 | 0.1263 |
| 0.8856 | 1.1094 | 11300 | 0.8618 | 0.0296 | 0.1263 | 0.6733 | 0.1263 |
| 0.8257 | 1.1192 | 11400 | 0.8599 | 0.0296 | 0.1348 | 0.6751 | 0.1348 |
| 0.8505 | 1.1290 | 11500 | 0.8630 | 0.0296 | 0.1308 | 0.6748 | 0.1308 |
| 0.8453 | 1.1388 | 11600 | 0.8584 | 0.0296 | 0.1308 | 0.6733 | 0.1308 |
| 0.8911 | 1.1486 | 11700 | 0.8527 | 0.0296 | 0.1299 | 0.6762 | 0.1299 |
| 0.8148 | 1.1585 | 11800 | 0.8558 | 0.0296 | 0.1310 | 0.6737 | 0.1310 |
| 0.8957 | 1.1683 | 11900 | 0.8483 | 0.0296 | 0.1330 | 0.6771 | 0.1330 |
| 0.807 | 1.1781 | 12000 | 0.8426 | 0.0296 | 0.1374 | 0.6804 | 0.1374 |
| 0.8485 | 1.1879 | 12100 | 0.8500 | 0.0296 | 0.1319 | 0.6773 | 0.1319 |
| 0.7822 | 1.1977 | 12200 | 0.8524 | 0.0296 | 0.1385 | 0.6764 | 0.1385 |
| 0.7894 | 1.2075 | 12300 | 0.8461 | 0.0296 | 0.1408 | 0.6806 | 0.1408 |
| 0.8079 | 1.2174 | 12400 | 0.8419 | 0.0296 | 0.1361 | 0.6794 | 0.1361 |
| 0.8603 | 1.2272 | 12500 | 0.8423 | 0.0296 | 0.1330 | 0.6803 | 0.1330 |
| 0.7458 | 1.2370 | 12600 | 0.8273 | 0.0296 | 0.1424 | 0.6867 | 0.1424 |
| 0.7769 | 1.2468 | 12700 | 0.8374 | 0.0296 | 0.1397 | 0.6828 | 0.1397 |
| 0.8329 | 1.2566 | 12800 | 0.8305 | 0.0296 | 0.1449 | 0.6856 | 0.1449 |
| 0.8602 | 1.2664 | 12900 | 0.8327 | 0.0296 | 0.1417 | 0.6850 | 0.1417 |
| 0.832 | 1.2763 | 13000 | 0.8246 | 0.0296 | 0.1427 | 0.6869 | 0.1427 |
| 0.8772 | 1.2861 | 13100 | 0.8245 | 0.0296 | 0.1446 | 0.6866 | 0.1446 |
| 0.8387 | 1.2959 | 13200 | 0.8168 | 0.0296 | 0.1470 | 0.6900 | 0.1470 |
| 0.8126 | 1.3057 | 13300 | 0.8138 | 0.0296 | 0.1441 | 0.6892 | 0.1441 |
| 0.809 | 1.3155 | 13400 | 0.8209 | 0.0296 | 0.1450 | 0.6889 | 0.1450 |
| 0.7693 | 1.3253 | 13500 | 0.8189 | 0.0296 | 0.1459 | 0.6896 | 0.1459 |
| 0.8204 | 1.3352 | 13600 | 0.8167 | 0.0296 | 0.1514 | 0.6906 | 0.1514 |
| 0.8339 | 1.3450 | 13700 | 0.8152 | 0.0296 | 0.1436 | 0.6898 | 0.1436 |
| 0.857 | 1.3548 | 13800 | 0.8097 | 0.0296 | 0.1485 | 0.6918 | 0.1485 |
| 0.7677 | 1.3646 | 13900 | 0.8128 | 0.0296 | 0.1436 | 0.6911 | 0.1436 |
| 0.8072 | 1.3744 | 14000 | 0.8119 | 0.0296 | 0.1485 | 0.6929 | 0.1485 |
| 0.8388 | 1.3843 | 14100 | 0.8112 | 0.0296 | 0.1510 | 0.6917 | 0.1510 |
| 0.7657 | 1.3941 | 14200 | 0.8130 | 0.0296 | 0.1492 | 0.6915 | 0.1492 |
| 0.815 | 1.4039 | 14300 | 0.8003 | 0.0296 | 0.1564 | 0.6950 | 0.1564 |
| 0.7718 | 1.4137 | 14400 | 0.8025 | 0.0296 | 0.1548 | 0.6951 | 0.1548 |
| 0.7826 | 1.4235 | 14500 | 0.8063 | 0.0296 | 0.1476 | 0.6931 | 0.1476 |
| 0.8571 | 1.4333 | 14600 | 0.8098 | 0.0296 | 0.1461 | 0.6902 | 0.1461 |
| 0.7373 | 1.4432 | 14700 | 0.7894 | 0.0296 | 0.1557 | 0.6988 | 0.1557 |
| 0.7849 | 1.4530 | 14800 | 0.7904 | 0.0296 | 0.1569 | 0.7005 | 0.1569 |
| 0.7988 | 1.4628 | 14900 | 0.7954 | 0.0296 | 0.1539 | 0.7006 | 0.1539 |
| 0.7266 | 1.4726 | 15000 | 0.7889 | 0.0296 | 0.1585 | 0.7012 | 0.1585 |
| 0.8012 | 1.4824 | 15100 | 0.7952 | 0.0296 | 0.1599 | 0.6984 | 0.1599 |
| 0.8173 | 1.4922 | 15200 | 0.7841 | 0.0296 | 0.1597 | 0.7015 | 0.1597 |
| 0.7583 | 1.5021 | 15300 | 0.7772 | 0.0296 | 0.1643 | 0.7043 | 0.1643 |
| 0.7423 | 1.5119 | 15400 | 0.7869 | 0.0296 | 0.1621 | 0.7018 | 0.1621 |
| 0.8675 | 1.5217 | 15500 | 0.7822 | 0.0296 | 0.1635 | 0.7034 | 0.1635 |
| 0.7455 | 1.5315 | 15600 | 0.7820 | 0.0296 | 0.1619 | 0.7025 | 0.1619 |
| 0.8232 | 1.5413 | 15700 | 0.7778 | 0.0296 | 0.1639 | 0.7053 | 0.1639 |
| 0.8206 | 1.5511 | 15800 | 0.7820 | 0.0296 | 0.1619 | 0.7029 | 0.1619 |
| 0.7036 | 1.5610 | 15900 | 0.7676 | 0.0296 | 0.1637 | 0.7067 | 0.1637 |
| 0.7621 | 1.5708 | 16000 | 0.7723 | 0.0296 | 0.1644 | 0.7074 | 0.1644 |
| 0.779 | 1.5806 | 16100 | 0.7720 | 0.0296 | 0.1644 | 0.7066 | 0.1644 |
| 0.793 | 1.5904 | 16200 | 0.7758 | 0.0296 | 0.1650 | 0.7060 | 0.1650 |
| 0.7803 | 1.6002 | 16300 | 0.7702 | 0.0296 | 0.1684 | 0.7084 | 0.1684 |
| 0.8137 | 1.6101 | 16400 | 0.7717 | 0.0296 | 0.1637 | 0.7059 | 0.1637 |
| 0.7792 | 1.6199 | 16500 | 0.7660 | 0.0296 | 0.1686 | 0.7092 | 0.1686 |
| 0.755 | 1.6297 | 16600 | 0.7657 | 0.0296 | 0.1686 | 0.7084 | 0.1686 |
| 0.7558 | 1.6395 | 16700 | 0.7647 | 0.0296 | 0.1686 | 0.7091 | 0.1686 |
| 0.764 | 1.6493 | 16800 | 0.7696 | 0.0296 | 0.1717 | 0.7086 | 0.1717 |
| 0.7349 | 1.6591 | 16900 | 0.7610 | 0.0296 | 0.1721 | 0.7115 | 0.1721 |
| 0.7418 | 1.6690 | 17000 | 0.7627 | 0.0296 | 0.1707 | 0.7098 | 0.1707 |
| 0.7055 | 1.6788 | 17100 | 0.7550 | 0.0296 | 0.1776 | 0.7131 | 0.1776 |
| 0.7257 | 1.6886 | 17200 | 0.7519 | 0.0296 | 0.1753 | 0.7141 | 0.1753 |
| 0.7553 | 1.6984 | 17300 | 0.7567 | 0.0296 | 0.1777 | 0.7134 | 0.1777 |
| 0.724 | 1.7082 | 17400 | 0.7596 | 0.0296 | 0.1704 | 0.7100 | 0.1704 |
| 0.7575 | 1.7180 | 17500 | 0.7610 | 0.0296 | 0.1737 | 0.7104 | 0.1737 |
| 0.7325 | 1.7279 | 17600 | 0.7573 | 0.0296 | 0.1740 | 0.7133 | 0.1740 |
| 0.7826 | 1.7377 | 17700 | 0.7540 | 0.0296 | 0.1784 | 0.7129 | 0.1784 |
| 0.7546 | 1.7475 | 17800 | 0.7581 | 0.0296 | 0.1758 | 0.7135 | 0.1758 |
| 0.7839 | 1.7573 | 17900 | 0.7549 | 0.0296 | 0.1708 | 0.7128 | 0.1708 |
| 0.7526 | 1.7671 | 18000 | 0.7456 | 0.0296 | 0.1743 | 0.7157 | 0.1743 |
| 0.7903 | 1.7769 | 18100 | 0.7605 | 0.0296 | 0.1736 | 0.7121 | 0.1736 |
| 0.7462 | 1.7868 | 18200 | 0.7470 | 0.0296 | 0.1805 | 0.7146 | 0.1805 |
| 0.8017 | 1.7966 | 18300 | 0.7450 | 0.0296 | 0.1765 | 0.7162 | 0.1765 |
| 0.7371 | 1.8064 | 18400 | 0.7456 | 0.0296 | 0.1804 | 0.7176 | 0.1804 |
| 0.6892 | 1.8162 | 18500 | 0.7448 | 0.0296 | 0.1804 | 0.7157 | 0.1804 |
| 0.7374 | 1.8260 | 18600 | 0.7450 | 0.0296 | 0.1753 | 0.7162 | 0.1753 |
| 0.746 | 1.8359 | 18700 | 0.7467 | 0.0296 | 0.1805 | 0.7172 | 0.1805 |
| 0.7003 | 1.8457 | 18800 | 0.7475 | 0.0296 | 0.1810 | 0.7161 | 0.1810 |
| 0.7338 | 1.8555 | 18900 | 0.7444 | 0.0296 | 0.1776 | 0.7151 | 0.1776 |
| 0.7717 | 1.8653 | 19000 | 0.7416 | 0.0296 | 0.1861 | 0.7173 | 0.1861 |
| 0.7093 | 1.8751 | 19100 | 0.7470 | 0.0296 | 0.1758 | 0.7140 | 0.1758 |
| 0.7134 | 1.8849 | 19200 | 0.7409 | 0.0296 | 0.1867 | 0.7182 | 0.1867 |
| 0.8002 | 1.8948 | 19300 | 0.7416 | 0.0296 | 0.1868 | 0.7187 | 0.1868 |
| 0.7419 | 1.9046 | 19400 | 0.7468 | 0.0296 | 0.1815 | 0.7150 | 0.1815 |
| 0.7281 | 1.9144 | 19500 | 0.7342 | 0.0296 | 0.1905 | 0.7207 | 0.1905 |
| 0.7545 | 1.9242 | 19600 | 0.7388 | 0.0296 | 0.1837 | 0.7179 | 0.1837 |
| 0.7619 | 1.9340 | 19700 | 0.7368 | 0.0296 | 0.1840 | 0.7192 | 0.1840 |
| 0.7408 | 1.9438 | 19800 | 0.7355 | 0.0296 | 0.1860 | 0.7182 | 0.1860 |
| 0.6374 | 1.9537 | 19900 | 0.7259 | 0.0296 | 0.1896 | 0.7232 | 0.1896 |
| 0.6924 | 1.9635 | 20000 | 0.7323 | 0.0296 | 0.1870 | 0.7218 | 0.1870 |
| 0.7094 | 1.9733 | 20100 | 0.7279 | 0.0296 | 0.1872 | 0.7238 | 0.1872 |
| 0.7876 | 1.9831 | 20200 | 0.7317 | 0.0296 | 0.1863 | 0.7214 | 0.1863 |
| 0.7165 | 1.9929 | 20300 | 0.7299 | 0.0296 | 0.1869 | 0.7232 | 0.1869 |
| 0.7237 | 2.0027 | 20400 | 0.7269 | 0.0296 | 0.1904 | 0.7232 | 0.1904 |
| 0.6695 | 2.0126 | 20500 | 0.7234 | 0.0296 | 0.1876 | 0.7227 | 0.1876 |
| 0.7471 | 2.0224 | 20600 | 0.7232 | 0.0296 | 0.1914 | 0.7237 | 0.1914 |
| 0.649 | 2.0322 | 20700 | 0.7352 | 0.0296 | 0.1841 | 0.7207 | 0.1841 |
| 0.6669 | 2.0420 | 20800 | 0.7270 | 0.0296 | 0.1913 | 0.7224 | 0.1913 |
| 0.713 | 2.0518 | 20900 | 0.7290 | 0.0296 | 0.1906 | 0.7222 | 0.1906 |
| 0.6357 | 2.0617 | 21000 | 0.7207 | 0.0296 | 0.1935 | 0.7234 | 0.1935 |
| 0.7138 | 2.0715 | 21100 | 0.7205 | 0.0296 | 0.1935 | 0.7245 | 0.1935 |
| 0.7745 | 2.0813 | 21200 | 0.7250 | 0.0296 | 0.1988 | 0.7236 | 0.1988 |
| 0.7238 | 2.0911 | 21300 | 0.7169 | 0.0296 | 0.1987 | 0.7269 | 0.1987 |
| 0.7051 | 2.1009 | 21400 | 0.7178 | 0.0296 | 0.1990 | 0.7258 | 0.1990 |
| 0.6965 | 2.1107 | 21500 | 0.7168 | 0.0296 | 0.1947 | 0.7254 | 0.1947 |
| 0.686 | 2.1206 | 21600 | 0.7178 | 0.0296 | 0.1966 | 0.7259 | 0.1966 |
| 0.773 | 2.1304 | 21700 | 0.7226 | 0.0296 | 0.1907 | 0.7244 | 0.1907 |
| 0.6718 | 2.1402 | 21800 | 0.7218 | 0.0296 | 0.1918 | 0.7235 | 0.1918 |
| 0.7494 | 2.1500 | 21900 | 0.7216 | 0.0296 | 0.1946 | 0.7253 | 0.1946 |
| 0.6913 | 2.1598 | 22000 | 0.7146 | 0.0296 | 0.1984 | 0.7280 | 0.1984 |
| 0.7167 | 2.1696 | 22100 | 0.7148 | 0.0296 | 0.1971 | 0.7277 | 0.1971 |
| 0.6333 | 2.1795 | 22200 | 0.7094 | 0.0296 | 0.1971 | 0.7292 | 0.1971 |
| 0.6939 | 2.1893 | 22300 | 0.7102 | 0.0296 | 0.1970 | 0.7284 | 0.1970 |
| 0.7304 | 2.1991 | 22400 | 0.7183 | 0.0296 | 0.1978 | 0.7278 | 0.1978 |
| 0.6518 | 2.2089 | 22500 | 0.7298 | 0.0296 | 0.1954 | 0.7252 | 0.1954 |
| 0.7137 | 2.2187 | 22600 | 0.7122 | 0.0296 | 0.2015 | 0.7286 | 0.2015 |
| 0.6898 | 2.2285 | 22700 | 0.7081 | 0.0296 | 0.1972 | 0.7289 | 0.1972 |
| 0.7378 | 2.2384 | 22800 | 0.7073 | 0.0296 | 0.1996 | 0.7286 | 0.1996 |
| 0.6622 | 2.2482 | 22900 | 0.7040 | 0.0296 | 0.1999 | 0.7287 | 0.1999 |
| 0.6803 | 2.2580 | 23000 | 0.7093 | 0.0296 | 0.2012 | 0.7300 | 0.2012 |
| 0.7426 | 2.2678 | 23100 | 0.7048 | 0.0296 | 0.2002 | 0.7305 | 0.2002 |
| 0.686 | 2.2776 | 23200 | 0.7133 | 0.0296 | 0.1946 | 0.7287 | 0.1946 |
| 0.6965 | 2.2875 | 23300 | 0.7062 | 0.0296 | 0.1956 | 0.7303 | 0.1956 |
| 0.6971 | 2.2973 | 23400 | 0.7040 | 0.0296 | 0.2007 | 0.7313 | 0.2007 |
| 0.7161 | 2.3071 | 23500 | 0.6997 | 0.0296 | 0.2078 | 0.7341 | 0.2078 |
| 0.7111 | 2.3169 | 23600 | 0.7040 | 0.0296 | 0.1992 | 0.7301 | 0.1992 |
| 0.68 | 2.3267 | 23700 | 0.7008 | 0.0296 | 0.2047 | 0.7324 | 0.2047 |
| 0.7557 | 2.3365 | 23800 | 0.7001 | 0.0296 | 0.2066 | 0.7335 | 0.2066 |
| 0.6876 | 2.3464 | 23900 | 0.7117 | 0.0296 | 0.1967 | 0.7269 | 0.1967 |
| 0.6889 | 2.3562 | 24000 | 0.6995 | 0.0296 | 0.1990 | 0.7324 | 0.1990 |
| 0.7241 | 2.3660 | 24100 | 0.7146 | 0.0296 | 0.1963 | 0.7280 | 0.1963 |
| 0.6741 | 2.3758 | 24200 | 0.6954 | 0.0296 | 0.2083 | 0.7354 | 0.2083 |
| 0.6785 | 2.3856 | 24300 | 0.7017 | 0.0296 | 0.2056 | 0.7331 | 0.2056 |
| 0.6918 | 2.3954 | 24400 | 0.6977 | 0.0296 | 0.2072 | 0.7347 | 0.2072 |
| 0.6676 | 2.4053 | 24500 | 0.6964 | 0.0296 | 0.1996 | 0.7331 | 0.1996 |
| 0.6825 | 2.4151 | 24600 | 0.6989 | 0.0296 | 0.2073 | 0.7333 | 0.2073 |
| 0.6802 | 2.4249 | 24700 | 0.6933 | 0.0296 | 0.2138 | 0.7358 | 0.2138 |
| 0.6812 | 2.4347 | 24800 | 0.6910 | 0.0296 | 0.2093 | 0.7363 | 0.2093 |
| 0.6919 | 2.4445 | 24900 | 0.6975 | 0.0296 | 0.2084 | 0.7331 | 0.2084 |
| 0.658 | 2.4543 | 25000 | 0.6925 | 0.0296 | 0.2062 | 0.7350 | 0.2062 |
| 0.6783 | 2.4642 | 25100 | 0.6980 | 0.0296 | 0.2041 | 0.7345 | 0.2041 |
| 0.6731 | 2.4740 | 25200 | 0.6924 | 0.0296 | 0.2090 | 0.7351 | 0.2090 |
| 0.7154 | 2.4838 | 25300 | 0.6925 | 0.0296 | 0.2117 | 0.7362 | 0.2117 |
| 0.6421 | 2.4936 | 25400 | 0.6977 | 0.0296 | 0.2047 | 0.7345 | 0.2047 |
| 0.6989 | 2.5034 | 25500 | 0.6925 | 0.0296 | 0.2082 | 0.7351 | 0.2082 |
| 0.6607 | 2.5133 | 25600 | 0.6928 | 0.0296 | 0.2099 | 0.7352 | 0.2099 |
| 0.6553 | 2.5231 | 25700 | 0.6894 | 0.0296 | 0.2151 | 0.7360 | 0.2151 |
| 0.6717 | 2.5329 | 25800 | 0.6892 | 0.0296 | 0.2111 | 0.7366 | 0.2111 |
| 0.7318 | 2.5427 | 25900 | 0.6863 | 0.0296 | 0.2119 | 0.7369 | 0.2119 |
| 0.6887 | 2.5525 | 26000 | 0.6884 | 0.0296 | 0.2143 | 0.7377 | 0.2143 |
| 0.6462 | 2.5623 | 26100 | 0.6805 | 0.0296 | 0.2127 | 0.7382 | 0.2127 |
| 0.6539 | 2.5722 | 26200 | 0.6861 | 0.0296 | 0.2136 | 0.7374 | 0.2136 |
| 0.6865 | 2.5820 | 26300 | 0.6844 | 0.0296 | 0.2136 | 0.7377 | 0.2136 |
| 0.6897 | 2.5918 | 26400 | 0.6870 | 0.0296 | 0.2123 | 0.7377 | 0.2123 |
| 0.675 | 2.6016 | 26500 | 0.6881 | 0.0296 | 0.2103 | 0.7388 | 0.2103 |
| 0.6745 | 2.6114 | 26600 | 0.6830 | 0.0296 | 0.2147 | 0.7394 | 0.2147 |
| 0.6778 | 2.6212 | 26700 | 0.6898 | 0.0296 | 0.2114 | 0.7380 | 0.2114 |
| 0.6619 | 2.6311 | 26800 | 0.6933 | 0.0296 | 0.2139 | 0.7348 | 0.2139 |
| 0.6519 | 2.6409 | 26900 | 0.6778 | 0.0296 | 0.2222 | 0.7416 | 0.2222 |
| 0.7075 | 2.6507 | 27000 | 0.6833 | 0.0296 | 0.2189 | 0.7403 | 0.2189 |
| 0.6677 | 2.6605 | 27100 | 0.6826 | 0.0296 | 0.2179 | 0.7394 | 0.2179 |
| 0.6442 | 2.6703 | 27200 | 0.6815 | 0.0296 | 0.2134 | 0.7383 | 0.2134 |
| 0.6795 | 2.6801 | 27300 | 0.6792 | 0.0296 | 0.2170 | 0.7405 | 0.2170 |
| 0.6394 | 2.6900 | 27400 | 0.6864 | 0.0296 | 0.2179 | 0.7390 | 0.2179 |
| 0.658 | 2.6998 | 27500 | 0.6827 | 0.0296 | 0.2188 | 0.7382 | 0.2188 |
| 0.682 | 2.7096 | 27600 | 0.6845 | 0.0296 | 0.2114 | 0.7382 | 0.2114 |
| 0.7009 | 2.7194 | 27700 | 0.6794 | 0.0296 | 0.2124 | 0.7399 | 0.2124 |
| 0.69 | 2.7292 | 27800 | 0.6739 | 0.0296 | 0.2214 | 0.7427 | 0.2214 |
| 0.6266 | 2.7391 | 27900 | 0.6920 | 0.0296 | 0.2061 | 0.7357 | 0.2061 |
| 0.706 | 2.7489 | 28000 | 0.6799 | 0.0296 | 0.2149 | 0.7400 | 0.2149 |
| 0.6426 | 2.7587 | 28100 | 0.6813 | 0.0296 | 0.2179 | 0.7398 | 0.2179 |
| 0.6623 | 2.7685 | 28200 | 0.6838 | 0.0296 | 0.2048 | 0.7375 | 0.2048 |
| 0.6488 | 2.7783 | 28300 | 0.6747 | 0.0296 | 0.2244 | 0.7431 | 0.2244 |
| 0.6556 | 2.7881 | 28400 | 0.6776 | 0.0296 | 0.2149 | 0.7410 | 0.2149 |
| 0.6514 | 2.7980 | 28500 | 0.6698 | 0.0296 | 0.2199 | 0.7426 | 0.2199 |
| 0.6598 | 2.8078 | 28600 | 0.6718 | 0.0296 | 0.2220 | 0.7439 | 0.2220 |
| 0.6481 | 2.8176 | 28700 | 0.6767 | 0.0296 | 0.2221 | 0.7410 | 0.2221 |
| 0.6707 | 2.8274 | 28800 | 0.6777 | 0.0296 | 0.2210 | 0.7417 | 0.2210 |
| 0.6995 | 2.8372 | 28900 | 0.6749 | 0.0296 | 0.2205 | 0.7420 | 0.2205 |
| 0.6201 | 2.8470 | 29000 | 0.6673 | 0.0296 | 0.2221 | 0.7444 | 0.2221 |
| 0.5957 | 2.8569 | 29100 | 0.6781 | 0.0296 | 0.2188 | 0.7413 | 0.2188 |
| 0.684 | 2.8667 | 29200 | 0.6720 | 0.0296 | 0.2212 | 0.7428 | 0.2212 |
| 0.6778 | 2.8765 | 29300 | 0.6723 | 0.0296 | 0.2204 | 0.7422 | 0.2204 |
| 0.6166 | 2.8863 | 29400 | 0.6834 | 0.0296 | 0.2156 | 0.7391 | 0.2156 |
| 0.6132 | 2.8961 | 29500 | 0.6730 | 0.0296 | 0.2229 | 0.7430 | 0.2229 |
| 0.7046 | 2.9059 | 29600 | 0.6678 | 0.0296 | 0.2217 | 0.7440 | 0.2217 |
| 0.6642 | 2.9158 | 29700 | 0.6706 | 0.0296 | 0.2186 | 0.7437 | 0.2186 |
| 0.6135 | 2.9256 | 29800 | 0.6727 | 0.0296 | 0.2171 | 0.7425 | 0.2171 |
| 0.6999 | 2.9354 | 29900 | 0.6653 | 0.0296 | 0.2256 | 0.7475 | 0.2256 |
| 0.6805 | 2.9452 | 30000 | 0.6682 | 0.0296 | 0.2283 | 0.7449 | 0.2283 |
| 0.689 | 2.9550 | 30100 | 0.6685 | 0.0296 | 0.2221 | 0.7442 | 0.2221 |
| 0.648 | 2.9649 | 30200 | 0.6701 | 0.0296 | 0.2174 | 0.7438 | 0.2174 |
| 0.6567 | 2.9747 | 30300 | 0.6696 | 0.0296 | 0.2199 | 0.7448 | 0.2199 |
| 0.6637 | 2.9845 | 30400 | 0.6675 | 0.0296 | 0.2235 | 0.7433 | 0.2235 |
| 0.7246 | 2.9943 | 30500 | 0.6658 | 0.0296 | 0.2259 | 0.7457 | 0.2259 |
| 0.7021 | 3.0041 | 30600 | 0.6651 | 0.0296 | 0.2293 | 0.7456 | 0.2293 |
| 0.651 | 3.0139 | 30700 | 0.6645 | 0.0296 | 0.2272 | 0.7463 | 0.2272 |
| 0.6302 | 3.0238 | 30800 | 0.6757 | 0.0296 | 0.2245 | 0.7420 | 0.2245 |
| 0.6907 | 3.0336 | 30900 | 0.6646 | 0.0296 | 0.2323 | 0.7468 | 0.2323 |
| 0.6643 | 3.0434 | 31000 | 0.6655 | 0.0296 | 0.2272 | 0.7451 | 0.2272 |
| 0.6925 | 3.0532 | 31100 | 0.6645 | 0.0296 | 0.2247 | 0.7434 | 0.2247 |
| 0.6684 | 3.0630 | 31200 | 0.6578 | 0.0296 | 0.2256 | 0.7472 | 0.2256 |
| 0.6654 | 3.0728 | 31300 | 0.6644 | 0.0296 | 0.2246 | 0.7447 | 0.2246 |
| 0.6436 | 3.0827 | 31400 | 0.6663 | 0.0296 | 0.2235 | 0.7448 | 0.2235 |
| 0.6304 | 3.0925 | 31500 | 0.6619 | 0.0296 | 0.2266 | 0.7472 | 0.2266 |
| 0.6319 | 3.1023 | 31600 | 0.6596 | 0.0296 | 0.2296 | 0.7484 | 0.2296 |
| 0.6348 | 3.1121 | 31700 | 0.6591 | 0.0296 | 0.2295 | 0.7472 | 0.2295 |
| 0.664 | 3.1219 | 31800 | 0.6597 | 0.0296 | 0.2276 | 0.7471 | 0.2276 |
| 0.6581 | 3.1317 | 31900 | 0.6546 | 0.0296 | 0.2324 | 0.7486 | 0.2324 |
| 0.6732 | 3.1416 | 32000 | 0.6597 | 0.0296 | 0.2276 | 0.7470 | 0.2276 |
| 0.6342 | 3.1514 | 32100 | 0.6742 | 0.0296 | 0.2209 | 0.7408 | 0.2209 |
| 0.6694 | 3.1612 | 32200 | 0.6628 | 0.0296 | 0.2345 | 0.7471 | 0.2345 |
| 0.6937 | 3.1710 | 32300 | 0.6572 | 0.0296 | 0.2304 | 0.7497 | 0.2304 |
| 0.7086 | 3.1808 | 32400 | 0.6612 | 0.0296 | 0.2265 | 0.7458 | 0.2265 |
| 0.6862 | 3.1907 | 32500 | 0.6580 | 0.0296 | 0.2322 | 0.7482 | 0.2322 |
| 0.6747 | 3.2005 | 32600 | 0.6610 | 0.0296 | 0.2315 | 0.7472 | 0.2315 |
| 0.6028 | 3.2103 | 32700 | 0.6551 | 0.0296 | 0.2324 | 0.7500 | 0.2324 |
| 0.6466 | 3.2201 | 32800 | 0.6512 | 0.0296 | 0.2307 | 0.7500 | 0.2307 |
| 0.6458 | 3.2299 | 32900 | 0.6565 | 0.0296 | 0.2315 | 0.7488 | 0.2315 |
| 0.6396 | 3.2397 | 33000 | 0.6575 | 0.0296 | 0.2342 | 0.7484 | 0.2342 |
| 0.6259 | 3.2496 | 33100 | 0.6573 | 0.0296 | 0.2325 | 0.7471 | 0.2325 |
| 0.6236 | 3.2594 | 33200 | 0.6570 | 0.0296 | 0.2286 | 0.7473 | 0.2286 |
| 0.6163 | 3.2692 | 33300 | 0.6507 | 0.0296 | 0.2362 | 0.7496 | 0.2362 |
| 0.6217 | 3.2790 | 33400 | 0.6518 | 0.0296 | 0.2323 | 0.7500 | 0.2323 |
| 0.6365 | 3.2888 | 33500 | 0.6561 | 0.0296 | 0.2341 | 0.7484 | 0.2341 |
| 0.6929 | 3.2986 | 33600 | 0.6572 | 0.0296 | 0.2313 | 0.7493 | 0.2313 |
| 0.6118 | 3.3085 | 33700 | 0.6553 | 0.0296 | 0.2328 | 0.7486 | 0.2328 |
| 0.6548 | 3.3183 | 33800 | 0.6508 | 0.0296 | 0.2334 | 0.7499 | 0.2334 |
| 0.6415 | 3.3281 | 33900 | 0.6492 | 0.0296 | 0.2313 | 0.7517 | 0.2313 |
| 0.6899 | 3.3379 | 34000 | 0.6654 | 0.0296 | 0.2260 | 0.7462 | 0.2260 |
| 0.6526 | 3.3477 | 34100 | 0.6528 | 0.0296 | 0.2366 | 0.7508 | 0.2366 |
| 0.6128 | 3.3575 | 34200 | 0.6478 | 0.0296 | 0.2389 | 0.7536 | 0.2389 |
| 0.6265 | 3.3674 | 34300 | 0.6490 | 0.0296 | 0.2347 | 0.7522 | 0.2347 |
| 0.6364 | 3.3772 | 34400 | 0.6485 | 0.0296 | 0.2379 | 0.7523 | 0.2379 |
| 0.6168 | 3.3870 | 34500 | 0.6505 | 0.0296 | 0.2307 | 0.7520 | 0.2307 |
| 0.5885 | 3.3968 | 34600 | 0.6505 | 0.0296 | 0.2345 | 0.7513 | 0.2345 |
| 0.5629 | 3.4066 | 34700 | 0.6453 | 0.0296 | 0.2367 | 0.7533 | 0.2367 |
| 0.6151 | 3.4165 | 34800 | 0.6444 | 0.0296 | 0.2361 | 0.7530 | 0.2361 |
| 0.6808 | 3.4263 | 34900 | 0.6467 | 0.0296 | 0.2329 | 0.7526 | 0.2329 |
| 0.7049 | 3.4361 | 35000 | 0.6561 | 0.0296 | 0.2364 | 0.7493 | 0.2364 |
| 0.6195 | 3.4459 | 35100 | 0.6507 | 0.0296 | 0.2305 | 0.7501 | 0.2305 |
| 0.6131 | 3.4557 | 35200 | 0.6474 | 0.0296 | 0.2376 | 0.7526 | 0.2376 |
| 0.577 | 3.4655 | 35300 | 0.6489 | 0.0296 | 0.2395 | 0.7537 | 0.2395 |
| 0.5995 | 3.4754 | 35400 | 0.6401 | 0.0296 | 0.2406 | 0.7540 | 0.2406 |
| 0.6201 | 3.4852 | 35500 | 0.6479 | 0.0296 | 0.2273 | 0.7501 | 0.2273 |
| 0.617 | 3.4950 | 35600 | 0.6459 | 0.0296 | 0.2335 | 0.7527 | 0.2335 |
| 0.6267 | 3.5048 | 35700 | 0.6508 | 0.0296 | 0.2388 | 0.7520 | 0.2388 |
| 0.6138 | 3.5146 | 35800 | 0.6420 | 0.0296 | 0.2362 | 0.7531 | 0.2362 |
| 0.6584 | 3.5244 | 35900 | 0.6451 | 0.0296 | 0.2371 | 0.7531 | 0.2371 |
| 0.6318 | 3.5343 | 36000 | 0.6393 | 0.0296 | 0.2472 | 0.7556 | 0.2472 |
| 0.5933 | 3.5441 | 36100 | 0.6457 | 0.0296 | 0.2420 | 0.7519 | 0.2420 |
| 0.6803 | 3.5539 | 36200 | 0.6508 | 0.0296 | 0.2288 | 0.7491 | 0.2288 |
| 0.5784 | 3.5637 | 36300 | 0.6455 | 0.0296 | 0.2365 | 0.7525 | 0.2365 |
| 0.6149 | 3.5735 | 36400 | 0.6436 | 0.0296 | 0.2409 | 0.7524 | 0.2409 |
| 0.6534 | 3.5833 | 36500 | 0.6466 | 0.0296 | 0.2305 | 0.7500 | 0.2305 |
| 0.6707 | 3.5932 | 36600 | 0.6464 | 0.0296 | 0.2341 | 0.7523 | 0.2341 |
| 0.5764 | 3.6030 | 36700 | 0.6467 | 0.0296 | 0.2371 | 0.7529 | 0.2371 |
| 0.6599 | 3.6128 | 36800 | 0.6388 | 0.0296 | 0.2400 | 0.7555 | 0.2400 |
| 0.5863 | 3.6226 | 36900 | 0.6387 | 0.0296 | 0.2447 | 0.7556 | 0.2447 |
| 0.5771 | 3.6324 | 37000 | 0.6475 | 0.0296 | 0.2387 | 0.7532 | 0.2387 |
| 0.6488 | 3.6423 | 37100 | 0.6391 | 0.0296 | 0.2429 | 0.7546 | 0.2429 |
| 0.607 | 3.6521 | 37200 | 0.6420 | 0.0296 | 0.2395 | 0.7536 | 0.2395 |
| 0.6132 | 3.6619 | 37300 | 0.6418 | 0.0296 | 0.2415 | 0.7546 | 0.2415 |
| 0.6264 | 3.6717 | 37400 | 0.6396 | 0.0296 | 0.2415 | 0.7547 | 0.2415 |
| 0.6662 | 3.6815 | 37500 | 0.6387 | 0.0296 | 0.2368 | 0.7547 | 0.2368 |
| 0.6419 | 3.6913 | 37600 | 0.6432 | 0.0296 | 0.2418 | 0.7535 | 0.2418 |
| 0.6058 | 3.7012 | 37700 | 0.6409 | 0.0296 | 0.2420 | 0.7556 | 0.2420 |
| 0.6943 | 3.7110 | 37800 | 0.6408 | 0.0296 | 0.2384 | 0.7529 | 0.2384 |
| 0.5987 | 3.7208 | 37900 | 0.6365 | 0.0296 | 0.2438 | 0.7546 | 0.2438 |
| 0.5809 | 3.7306 | 38000 | 0.6416 | 0.0296 | 0.2436 | 0.7549 | 0.2436 |
| 0.6256 | 3.7404 | 38100 | 0.6384 | 0.0296 | 0.2437 | 0.7566 | 0.2437 |
| 0.6319 | 3.7502 | 38200 | 0.6365 | 0.0296 | 0.2406 | 0.7549 | 0.2406 |
| 0.6513 | 3.7601 | 38300 | 0.6351 | 0.0296 | 0.2462 | 0.7579 | 0.2462 |
| 0.6657 | 3.7699 | 38400 | 0.6338 | 0.0296 | 0.2447 | 0.7567 | 0.2447 |
| 0.611 | 3.7797 | 38500 | 0.6364 | 0.0296 | 0.2447 | 0.7564 | 0.2447 |
| 0.6445 | 3.7895 | 38600 | 0.6343 | 0.0296 | 0.2429 | 0.7558 | 0.2429 |
| 0.5994 | 3.7993 | 38700 | 0.6469 | 0.0296 | 0.2261 | 0.7511 | 0.2261 |
| 0.6117 | 3.8091 | 38800 | 0.6338 | 0.0296 | 0.2430 | 0.7563 | 0.2430 |
| 0.6323 | 3.8190 | 38900 | 0.6324 | 0.0296 | 0.2475 | 0.7590 | 0.2475 |
| 0.6215 | 3.8288 | 39000 | 0.6346 | 0.0296 | 0.2435 | 0.7559 | 0.2435 |
| 0.647 | 3.8386 | 39100 | 0.6319 | 0.0296 | 0.2403 | 0.7556 | 0.2403 |
| 0.6822 | 3.8484 | 39200 | 0.6270 | 0.0296 | 0.2489 | 0.7598 | 0.2489 |
| 0.5891 | 3.8582 | 39300 | 0.6302 | 0.0296 | 0.2442 | 0.7583 | 0.2442 |
| 0.6198 | 3.8681 | 39400 | 0.6324 | 0.0296 | 0.2419 | 0.7588 | 0.2419 |
| 0.6274 | 3.8779 | 39500 | 0.6290 | 0.0296 | 0.2440 | 0.7582 | 0.2440 |
| 0.6386 | 3.8877 | 39600 | 0.6333 | 0.0296 | 0.2443 | 0.7569 | 0.2443 |
| 0.6035 | 3.8975 | 39700 | 0.6336 | 0.0296 | 0.2399 | 0.7549 | 0.2399 |
| 0.6321 | 3.9073 | 39800 | 0.6346 | 0.0296 | 0.2378 | 0.7554 | 0.2378 |
| 0.6445 | 3.9171 | 39900 | 0.6333 | 0.0296 | 0.2430 | 0.7563 | 0.2430 |
| 0.6573 | 3.9270 | 40000 | 0.6337 | 0.0296 | 0.2439 | 0.7569 | 0.2439 |
| 0.6167 | 3.9368 | 40100 | 0.6339 | 0.0296 | 0.2430 | 0.7580 | 0.2430 |
| 0.6282 | 3.9466 | 40200 | 0.6301 | 0.0296 | 0.2460 | 0.7569 | 0.2460 |
| 0.6316 | 3.9564 | 40300 | 0.6348 | 0.0296 | 0.2422 | 0.7567 | 0.2422 |
| 0.6641 | 3.9662 | 40400 | 0.6341 | 0.0296 | 0.2480 | 0.7576 | 0.2480 |
| 0.6443 | 3.9760 | 40500 | 0.6340 | 0.0296 | 0.2441 | 0.7561 | 0.2441 |
| 0.6157 | 3.9859 | 40600 | 0.6301 | 0.0296 | 0.2453 | 0.7579 | 0.2453 |
| 0.6303 | 3.9957 | 40700 | 0.6270 | 0.0296 | 0.2433 | 0.7592 | 0.2433 |
| 0.6587 | 4.0055 | 40800 | 0.6310 | 0.0296 | 0.2480 | 0.7586 | 0.2480 |
| 0.5927 | 4.0153 | 40900 | 0.6374 | 0.0296 | 0.2384 | 0.7530 | 0.2384 |
| 0.6849 | 4.0251 | 41000 | 0.6339 | 0.0296 | 0.2477 | 0.7571 | 0.2477 |
| 0.639 | 4.0349 | 41100 | 0.6330 | 0.0296 | 0.2475 | 0.7580 | 0.2475 |
| 0.556 | 4.0448 | 41200 | 0.6330 | 0.0296 | 0.2510 | 0.7609 | 0.2510 |
| 0.5841 | 4.0546 | 41300 | 0.6371 | 0.0296 | 0.2422 | 0.7554 | 0.2422 |
| 0.5899 | 4.0644 | 41400 | 0.6276 | 0.0296 | 0.2489 | 0.7587 | 0.2489 |
| 0.6348 | 4.0742 | 41500 | 0.6286 | 0.0296 | 0.2440 | 0.7592 | 0.2440 |
| 0.6039 | 4.0840 | 41600 | 0.6329 | 0.0296 | 0.2480 | 0.7596 | 0.2480 |
| 0.6463 | 4.0939 | 41700 | 0.6233 | 0.0296 | 0.2467 | 0.7607 | 0.2467 |
| 0.5767 | 4.1037 | 41800 | 0.6281 | 0.0296 | 0.2448 | 0.7589 | 0.2448 |
| 0.6165 | 4.1135 | 41900 | 0.6215 | 0.0296 | 0.2520 | 0.7609 | 0.2520 |
| 0.5998 | 4.1233 | 42000 | 0.6239 | 0.0296 | 0.2496 | 0.7613 | 0.2496 |
| 0.5552 | 4.1331 | 42100 | 0.6215 | 0.0296 | 0.2527 | 0.7611 | 0.2527 |
| 0.5455 | 4.1429 | 42200 | 0.6258 | 0.0296 | 0.2508 | 0.7604 | 0.2508 |
| 0.6871 | 4.1528 | 42300 | 0.6272 | 0.0296 | 0.2527 | 0.7605 | 0.2527 |
| 0.6607 | 4.1626 | 42400 | 0.6284 | 0.0296 | 0.2484 | 0.7599 | 0.2484 |
| 0.6139 | 4.1724 | 42500 | 0.6242 | 0.0296 | 0.2480 | 0.7604 | 0.2480 |
| 0.6312 | 4.1822 | 42600 | 0.6269 | 0.0296 | 0.2464 | 0.7599 | 0.2464 |
| 0.607 | 4.1920 | 42700 | 0.6187 | 0.0296 | 0.2536 | 0.7635 | 0.2536 |
| 0.6131 | 4.2018 | 42800 | 0.6281 | 0.0296 | 0.2469 | 0.7601 | 0.2469 |
| 0.6261 | 4.2117 | 42900 | 0.6202 | 0.0296 | 0.2510 | 0.7624 | 0.2510 |
| 0.6095 | 4.2215 | 43000 | 0.6328 | 0.0296 | 0.2507 | 0.7602 | 0.2507 |
| 0.6647 | 4.2313 | 43100 | 0.6195 | 0.0296 | 0.2553 | 0.7633 | 0.2553 |
| 0.5989 | 4.2411 | 43200 | 0.6246 | 0.0296 | 0.2510 | 0.7595 | 0.2510 |
| 0.5725 | 4.2509 | 43300 | 0.6206 | 0.0296 | 0.2532 | 0.7614 | 0.2532 |
| 0.5865 | 4.2608 | 43400 | 0.6229 | 0.0296 | 0.2502 | 0.7617 | 0.2502 |
| 0.6086 | 4.2706 | 43500 | 0.6203 | 0.0296 | 0.2545 | 0.7621 | 0.2545 |
| 0.5878 | 4.2804 | 43600 | 0.6222 | 0.0296 | 0.2493 | 0.7609 | 0.2493 |
| 0.6187 | 4.2902 | 43700 | 0.6249 | 0.0296 | 0.2474 | 0.7599 | 0.2474 |
| 0.6699 | 4.3000 | 43800 | 0.6197 | 0.0296 | 0.2540 | 0.7623 | 0.2540 |
| 0.7173 | 4.3098 | 43900 | 0.6237 | 0.0296 | 0.2526 | 0.7602 | 0.2526 |
| 0.5612 | 4.3197 | 44000 | 0.6153 | 0.0296 | 0.2553 | 0.7638 | 0.2553 |
| 0.5966 | 4.3295 | 44100 | 0.6135 | 0.0296 | 0.2597 | 0.7643 | 0.2597 |
| 0.5685 | 4.3393 | 44200 | 0.6193 | 0.0296 | 0.2526 | 0.7633 | 0.2526 |
| 0.616 | 4.3491 | 44300 | 0.6185 | 0.0296 | 0.2581 | 0.7620 | 0.2581 |
| 0.6093 | 4.3589 | 44400 | 0.6176 | 0.0296 | 0.2531 | 0.7621 | 0.2531 |
| 0.6034 | 4.3687 | 44500 | 0.6094 | 0.0296 | 0.2589 | 0.7655 | 0.2589 |
| 0.6183 | 4.3786 | 44600 | 0.6260 | 0.0296 | 0.2429 | 0.7590 | 0.2429 |
| 0.6073 | 4.3884 | 44700 | 0.6170 | 0.0296 | 0.2533 | 0.7630 | 0.2533 |
| 0.662 | 4.3982 | 44800 | 0.6170 | 0.0296 | 0.2524 | 0.7627 | 0.2524 |
| 0.5918 | 4.4080 | 44900 | 0.6166 | 0.0296 | 0.2578 | 0.7632 | 0.2578 |
| 0.5742 | 4.4178 | 45000 | 0.6143 | 0.0296 | 0.2596 | 0.7650 | 0.2596 |
| 0.6353 | 4.4276 | 45100 | 0.6191 | 0.0296 | 0.2524 | 0.7626 | 0.2524 |
| 0.5969 | 4.4375 | 45200 | 0.6211 | 0.0296 | 0.2415 | 0.7608 | 0.2415 |
| 0.5979 | 4.4473 | 45300 | 0.6187 | 0.0296 | 0.2497 | 0.7630 | 0.2497 |
| 0.5793 | 4.4571 | 45400 | 0.6208 | 0.0296 | 0.2545 | 0.7622 | 0.2545 |
| 0.5785 | 4.4669 | 45500 | 0.6162 | 0.0296 | 0.2539 | 0.7642 | 0.2539 |
| 0.5965 | 4.4767 | 45600 | 0.6128 | 0.0296 | 0.2582 | 0.7644 | 0.2582 |
| 0.6242 | 4.4866 | 45700 | 0.6158 | 0.0296 | 0.2557 | 0.7650 | 0.2557 |
| 0.5895 | 4.4964 | 45800 | 0.6101 | 0.0296 | 0.2582 | 0.7668 | 0.2582 |
| 0.6355 | 4.5062 | 45900 | 0.6096 | 0.0296 | 0.2598 | 0.7667 | 0.2598 |
| 0.6163 | 4.5160 | 46000 | 0.6175 | 0.0296 | 0.2482 | 0.7627 | 0.2482 |
| 0.6569 | 4.5258 | 46100 | 0.6086 | 0.0296 | 0.2585 | 0.7663 | 0.2585 |
| 0.5939 | 4.5356 | 46200 | 0.6140 | 0.0296 | 0.2546 | 0.7640 | 0.2546 |
| 0.5703 | 4.5455 | 46300 | 0.6155 | 0.0296 | 0.2587 | 0.7636 | 0.2587 |
| 0.5939 | 4.5553 | 46400 | 0.6101 | 0.0296 | 0.2601 | 0.7636 | 0.2601 |
| 0.6171 | 4.5651 | 46500 | 0.6140 | 0.0296 | 0.2558 | 0.7645 | 0.2558 |
| 0.5883 | 4.5749 | 46600 | 0.6173 | 0.0296 | 0.2561 | 0.7647 | 0.2561 |
| 0.5716 | 4.5847 | 46700 | 0.6158 | 0.0296 | 0.2527 | 0.7640 | 0.2527 |
| 0.5416 | 4.5945 | 46800 | 0.6130 | 0.0296 | 0.2605 | 0.7654 | 0.2605 |
| 0.566 | 4.6044 | 46900 | 0.6089 | 0.0296 | 0.2603 | 0.7653 | 0.2603 |
| 0.6246 | 4.6142 | 47000 | 0.6112 | 0.0296 | 0.2610 | 0.7655 | 0.2610 |
| 0.5842 | 4.6240 | 47100 | 0.6098 | 0.0296 | 0.2569 | 0.7650 | 0.2569 |
| 0.5664 | 4.6338 | 47200 | 0.6085 | 0.0296 | 0.2617 | 0.7665 | 0.2617 |
| 0.6197 | 4.6436 | 47300 | 0.6109 | 0.0296 | 0.2611 | 0.7656 | 0.2611 |
| 0.584 | 4.6534 | 47400 | 0.6042 | 0.0296 | 0.2631 | 0.7679 | 0.2631 |
| 0.5959 | 4.6633 | 47500 | 0.6083 | 0.0296 | 0.2610 | 0.7656 | 0.2610 |
| 0.6343 | 4.6731 | 47600 | 0.6142 | 0.0296 | 0.2509 | 0.7634 | 0.2509 |
| 0.5568 | 4.6829 | 47700 | 0.6111 | 0.0296 | 0.2587 | 0.7659 | 0.2587 |
| 0.5135 | 4.6927 | 47800 | 0.6093 | 0.0296 | 0.2604 | 0.7648 | 0.2604 |
| 0.5945 | 4.7025 | 47900 | 0.6118 | 0.0296 | 0.2576 | 0.7642 | 0.2576 |
| 0.6365 | 4.7124 | 48000 | 0.6137 | 0.0296 | 0.2614 | 0.7657 | 0.2614 |
| 0.5432 | 4.7222 | 48100 | 0.6081 | 0.0296 | 0.2518 | 0.7654 | 0.2518 |
| 0.6338 | 4.7320 | 48200 | 0.6080 | 0.0296 | 0.2586 | 0.7656 | 0.2586 |
| 0.6076 | 4.7418 | 48300 | 0.6102 | 0.0296 | 0.2566 | 0.7652 | 0.2566 |
| 0.5745 | 4.7516 | 48400 | 0.6112 | 0.0296 | 0.2585 | 0.7662 | 0.2585 |
| 0.625 | 4.7614 | 48500 | 0.6059 | 0.0296 | 0.2623 | 0.7676 | 0.2623 |
| 0.5419 | 4.7713 | 48600 | 0.6138 | 0.0296 | 0.2529 | 0.7636 | 0.2529 |
| 0.5756 | 4.7811 | 48700 | 0.6051 | 0.0296 | 0.2627 | 0.7675 | 0.2627 |
| 0.5745 | 4.7909 | 48800 | 0.6119 | 0.0296 | 0.2547 | 0.7643 | 0.2547 |
| 0.5742 | 4.8007 | 48900 | 0.6141 | 0.0296 | 0.2546 | 0.7647 | 0.2546 |
| 0.5949 | 4.8105 | 49000 | 0.6159 | 0.0296 | 0.2606 | 0.7641 | 0.2606 |
| 0.5818 | 4.8203 | 49100 | 0.6038 | 0.0296 | 0.2617 | 0.7668 | 0.2617 |
| 0.5568 | 4.8302 | 49200 | 0.6013 | 0.0296 | 0.2609 | 0.7683 | 0.2609 |
| 0.6249 | 4.8400 | 49300 | 0.6058 | 0.0296 | 0.2565 | 0.7670 | 0.2565 |
| 0.5781 | 4.8498 | 49400 | 0.6057 | 0.0296 | 0.2591 | 0.7652 | 0.2591 |
| 0.5661 | 4.8596 | 49500 | 0.6067 | 0.0296 | 0.2598 | 0.7667 | 0.2598 |
| 0.5856 | 4.8694 | 49600 | 0.6120 | 0.0296 | 0.2569 | 0.7644 | 0.2569 |
| 0.6105 | 4.8792 | 49700 | 0.6100 | 0.0296 | 0.2582 | 0.7652 | 0.2582 |
| 0.5954 | 4.8891 | 49800 | 0.6092 | 0.0296 | 0.2504 | 0.7653 | 0.2504 |
| 0.6093 | 4.8989 | 49900 | 0.5990 | 0.0296 | 0.2681 | 0.7702 | 0.2681 |
| 0.6214 | 4.9087 | 50000 | 0.6028 | 0.0296 | 0.2637 | 0.7685 | 0.2637 |
| 0.601 | 4.9185 | 50100 | 0.6007 | 0.0296 | 0.2620 | 0.7684 | 0.2620 |
| 0.5874 | 4.9283 | 50200 | 0.5987 | 0.0296 | 0.2630 | 0.7694 | 0.2630 |
| 0.6004 | 4.9382 | 50300 | 0.6010 | 0.0296 | 0.2659 | 0.7699 | 0.2659 |
| 0.65 | 4.9480 | 50400 | 0.6030 | 0.0296 | 0.2618 | 0.7680 | 0.2618 |
| 0.5625 | 4.9578 | 50500 | 0.6058 | 0.0296 | 0.2569 | 0.7661 | 0.2569 |
| 0.6092 | 4.9676 | 50600 | 0.6032 | 0.0296 | 0.2607 | 0.7682 | 0.2607 |
| 0.5901 | 4.9774 | 50700 | 0.5998 | 0.0296 | 0.2647 | 0.7693 | 0.2647 |
| 0.5945 | 4.9872 | 50800 | 0.6027 | 0.0296 | 0.2647 | 0.7690 | 0.2647 |
| 0.5647 | 4.9971 | 50900 | 0.6013 | 0.0296 | 0.2620 | 0.7681 | 0.2620 |
| 0.5302 | 5.0069 | 51000 | 0.5977 | 0.0296 | 0.2658 | 0.7705 | 0.2658 |
| 0.549 | 5.0167 | 51100 | 0.6010 | 0.0296 | 0.2633 | 0.7697 | 0.2633 |
| 0.6028 | 5.0265 | 51200 | 0.6074 | 0.0296 | 0.2603 | 0.7679 | 0.2603 |
| 0.6094 | 5.0363 | 51300 | 0.5984 | 0.0296 | 0.2630 | 0.7696 | 0.2630 |
| 0.6281 | 5.0461 | 51400 | 0.6056 | 0.0296 | 0.2614 | 0.7678 | 0.2614 |
| 0.5918 | 5.0560 | 51500 | 0.6049 | 0.0296 | 0.2654 | 0.7688 | 0.2654 |
| 0.577 | 5.0658 | 51600 | 0.5977 | 0.0296 | 0.2708 | 0.7717 | 0.2708 |
| 0.5467 | 5.0756 | 51700 | 0.5964 | 0.0296 | 0.2666 | 0.7713 | 0.2666 |
| 0.5757 | 5.0854 | 51800 | 0.5986 | 0.0296 | 0.2639 | 0.7697 | 0.2639 |
| 0.5883 | 5.0952 | 51900 | 0.6062 | 0.0296 | 0.2632 | 0.7692 | 0.2632 |
| 0.5685 | 5.1050 | 52000 | 0.6001 | 0.0296 | 0.2656 | 0.7704 | 0.2656 |
| 0.6261 | 5.1149 | 52100 | 0.6027 | 0.0296 | 0.2632 | 0.7683 | 0.2632 |
| 0.6202 | 5.1247 | 52200 | 0.6015 | 0.0296 | 0.2663 | 0.7700 | 0.2663 |
| 0.5849 | 5.1345 | 52300 | 0.6005 | 0.0296 | 0.2605 | 0.7688 | 0.2605 |
| 0.6308 | 5.1443 | 52400 | 0.6018 | 0.0296 | 0.2642 | 0.7688 | 0.2642 |
| 0.559 | 5.1541 | 52500 | 0.6055 | 0.0296 | 0.2611 | 0.7675 | 0.2611 |
| 0.5666 | 5.1640 | 52600 | 0.6024 | 0.0296 | 0.2672 | 0.7689 | 0.2672 |
| 0.6094 | 5.1738 | 52700 | 0.5979 | 0.0296 | 0.2674 | 0.7700 | 0.2674 |
| 0.6017 | 5.1836 | 52800 | 0.6009 | 0.0296 | 0.2641 | 0.7706 | 0.2641 |
| 0.577 | 5.1934 | 52900 | 0.6019 | 0.0296 | 0.2645 | 0.7675 | 0.2645 |
| 0.5516 | 5.2032 | 53000 | 0.5973 | 0.0296 | 0.2638 | 0.7700 | 0.2638 |
| 0.6512 | 5.2130 | 53100 | 0.5953 | 0.0296 | 0.2632 | 0.7707 | 0.2632 |
| 0.5803 | 5.2229 | 53200 | 0.5988 | 0.0296 | 0.2634 | 0.7691 | 0.2634 |
| 0.5596 | 5.2327 | 53300 | 0.5933 | 0.0296 | 0.2667 | 0.7705 | 0.2667 |
| 0.5671 | 5.2425 | 53400 | 0.5983 | 0.0296 | 0.2668 | 0.7710 | 0.2668 |
| 0.5443 | 5.2523 | 53500 | 0.6025 | 0.0296 | 0.2621 | 0.7687 | 0.2621 |
| 0.6038 | 5.2621 | 53600 | 0.5951 | 0.0296 | 0.2663 | 0.7708 | 0.2663 |
| 0.57 | 5.2719 | 53700 | 0.5951 | 0.0296 | 0.2625 | 0.7701 | 0.2625 |
| 0.6601 | 5.2818 | 53800 | 0.5952 | 0.0296 | 0.2685 | 0.7714 | 0.2685 |
| 0.5587 | 5.2916 | 53900 | 0.6005 | 0.0296 | 0.2647 | 0.7699 | 0.2647 |
| 0.5085 | 5.3014 | 54000 | 0.5940 | 0.0296 | 0.2674 | 0.7711 | 0.2674 |
| 0.5809 | 5.3112 | 54100 | 0.5979 | 0.0296 | 0.2644 | 0.7706 | 0.2644 |
| 0.6213 | 5.3210 | 54200 | 0.5977 | 0.0296 | 0.2667 | 0.7700 | 0.2667 |
| 0.5247 | 5.3308 | 54300 | 0.5971 | 0.0296 | 0.2609 | 0.7696 | 0.2609 |
| 0.6203 | 5.3407 | 54400 | 0.6005 | 0.0296 | 0.2607 | 0.7689 | 0.2607 |
| 0.6093 | 5.3505 | 54500 | 0.6018 | 0.0296 | 0.2625 | 0.7681 | 0.2625 |
| 0.546 | 5.3603 | 54600 | 0.5957 | 0.0296 | 0.2706 | 0.7721 | 0.2706 |
| 0.5572 | 5.3701 | 54700 | 0.5962 | 0.0296 | 0.2632 | 0.7689 | 0.2632 |
| 0.5823 | 5.3799 | 54800 | 0.5919 | 0.0296 | 0.2678 | 0.7715 | 0.2678 |
| 0.6158 | 5.3898 | 54900 | 0.5950 | 0.0296 | 0.2691 | 0.7714 | 0.2691 |
| 0.5533 | 5.3996 | 55000 | 0.5963 | 0.0296 | 0.2667 | 0.7703 | 0.2667 |
| 0.5703 | 5.4094 | 55100 | 0.5932 | 0.0296 | 0.2667 | 0.7711 | 0.2667 |
| 0.5343 | 5.4192 | 55200 | 0.6003 | 0.0296 | 0.2650 | 0.7693 | 0.2650 |
| 0.527 | 5.4290 | 55300 | 0.5986 | 0.0296 | 0.2686 | 0.7696 | 0.2686 |
| 0.5848 | 5.4388 | 55400 | 0.5958 | 0.0296 | 0.2657 | 0.7711 | 0.2657 |
| 0.5471 | 5.4487 | 55500 | 0.5914 | 0.0296 | 0.2703 | 0.7718 | 0.2703 |
| 0.6033 | 5.4585 | 55600 | 0.5939 | 0.0296 | 0.2677 | 0.7712 | 0.2677 |
| 0.6037 | 5.4683 | 55700 | 0.5923 | 0.0296 | 0.2730 | 0.7721 | 0.2730 |
| 0.5561 | 5.4781 | 55800 | 0.5932 | 0.0296 | 0.2701 | 0.7718 | 0.2701 |
| 0.5767 | 5.4879 | 55900 | 0.5917 | 0.0296 | 0.2665 | 0.7713 | 0.2665 |
| 0.5681 | 5.4977 | 56000 | 0.5967 | 0.0296 | 0.2669 | 0.7720 | 0.2669 |
| 0.548 | 5.5076 | 56100 | 0.5932 | 0.0296 | 0.2669 | 0.7723 | 0.2669 |
| 0.5593 | 5.5174 | 56200 | 0.5931 | 0.0296 | 0.2682 | 0.7723 | 0.2682 |
| 0.5892 | 5.5272 | 56300 | 0.5921 | 0.0296 | 0.2725 | 0.7725 | 0.2725 |
| 0.573 | 5.5370 | 56400 | 0.5929 | 0.0296 | 0.2659 | 0.7727 | 0.2659 |
| 0.564 | 5.5468 | 56500 | 0.5922 | 0.0296 | 0.2694 | 0.7722 | 0.2694 |
| 0.637 | 5.5566 | 56600 | 0.5863 | 0.0296 | 0.2708 | 0.7740 | 0.2708 |
| 0.6174 | 5.5665 | 56700 | 0.5893 | 0.0296 | 0.2692 | 0.7733 | 0.2692 |
| 0.6359 | 5.5763 | 56800 | 0.5922 | 0.0296 | 0.2615 | 0.7705 | 0.2615 |
| 0.5675 | 5.5861 | 56900 | 0.5916 | 0.0296 | 0.2675 | 0.7718 | 0.2675 |
| 0.5389 | 5.5959 | 57000 | 0.5900 | 0.0296 | 0.2712 | 0.7727 | 0.2712 |
| 0.5732 | 5.6057 | 57100 | 0.5862 | 0.0296 | 0.2744 | 0.7743 | 0.2744 |
| 0.5589 | 5.6156 | 57200 | 0.5918 | 0.0296 | 0.2711 | 0.7739 | 0.2711 |
| 0.5773 | 5.6254 | 57300 | 0.5883 | 0.0296 | 0.2676 | 0.7729 | 0.2676 |
| 0.6095 | 5.6352 | 57400 | 0.6008 | 0.0296 | 0.2649 | 0.7706 | 0.2649 |
| 0.5555 | 5.6450 | 57500 | 0.5871 | 0.0296 | 0.2743 | 0.7737 | 0.2743 |
| 0.5334 | 5.6548 | 57600 | 0.5907 | 0.0296 | 0.2672 | 0.7714 | 0.2672 |
| 0.6297 | 5.6646 | 57700 | 0.5862 | 0.0296 | 0.2696 | 0.7742 | 0.2696 |
| 0.5625 | 5.6745 | 57800 | 0.5905 | 0.0296 | 0.2723 | 0.7726 | 0.2723 |
| 0.598 | 5.6843 | 57900 | 0.5822 | 0.0296 | 0.2726 | 0.7750 | 0.2726 |
| 0.4942 | 5.6941 | 58000 | 0.5879 | 0.0296 | 0.2687 | 0.7719 | 0.2687 |
| 0.5556 | 5.7039 | 58100 | 0.5889 | 0.0296 | 0.2783 | 0.7738 | 0.2783 |
| 0.6113 | 5.7137 | 58200 | 0.5934 | 0.0296 | 0.2688 | 0.7724 | 0.2688 |
| 0.567 | 5.7235 | 58300 | 0.5930 | 0.0296 | 0.2727 | 0.7720 | 0.2727 |
| 0.5943 | 5.7334 | 58400 | 0.5872 | 0.0296 | 0.2715 | 0.7723 | 0.2715 |
| 0.6011 | 5.7432 | 58500 | 0.5877 | 0.0296 | 0.2701 | 0.7743 | 0.2701 |
| 0.5898 | 5.7530 | 58600 | 0.5856 | 0.0296 | 0.2725 | 0.7737 | 0.2725 |
| 0.5833 | 5.7628 | 58700 | 0.5880 | 0.0296 | 0.2688 | 0.7733 | 0.2688 |
| 0.6089 | 5.7726 | 58800 | 0.5888 | 0.0296 | 0.2704 | 0.7737 | 0.2704 |
| 0.534 | 5.7824 | 58900 | 0.5892 | 0.0296 | 0.2698 | 0.7730 | 0.2698 |
| 0.5545 | 5.7923 | 59000 | 0.5874 | 0.0296 | 0.2721 | 0.7738 | 0.2721 |
| 0.5863 | 5.8021 | 59100 | 0.5917 | 0.0296 | 0.2680 | 0.7719 | 0.2680 |
| 0.5516 | 5.8119 | 59200 | 0.5864 | 0.0296 | 0.2738 | 0.7745 | 0.2738 |
| 0.6024 | 5.8217 | 59300 | 0.5871 | 0.0296 | 0.2712 | 0.7732 | 0.2712 |
| 0.5183 | 5.8315 | 59400 | 0.5832 | 0.0296 | 0.2741 | 0.7747 | 0.2741 |
| 0.6129 | 5.8414 | 59500 | 0.5856 | 0.0296 | 0.2765 | 0.7749 | 0.2765 |
| 0.5585 | 5.8512 | 59600 | 0.5888 | 0.0296 | 0.2679 | 0.7721 | 0.2679 |
| 0.6001 | 5.8610 | 59700 | 0.5865 | 0.0296 | 0.2767 | 0.7757 | 0.2767 |
| 0.5499 | 5.8708 | 59800 | 0.5857 | 0.0296 | 0.2733 | 0.7727 | 0.2733 |
| 0.5811 | 5.8806 | 59900 | 0.5878 | 0.0296 | 0.2705 | 0.7734 | 0.2705 |
| 0.5569 | 5.8904 | 60000 | 0.5882 | 0.0296 | 0.2727 | 0.7737 | 0.2727 |
| 0.5426 | 5.9003 | 60100 | 0.5806 | 0.0296 | 0.2764 | 0.7765 | 0.2764 |
| 0.5798 | 5.9101 | 60200 | 0.5857 | 0.0296 | 0.2711 | 0.7743 | 0.2711 |
| 0.5792 | 5.9199 | 60300 | 0.5823 | 0.0296 | 0.2752 | 0.7755 | 0.2752 |
| 0.5495 | 5.9297 | 60400 | 0.5840 | 0.0296 | 0.2732 | 0.7746 | 0.2732 |
| 0.5705 | 5.9395 | 60500 | 0.5805 | 0.0296 | 0.2760 | 0.7748 | 0.2760 |
| 0.5231 | 5.9493 | 60600 | 0.5854 | 0.0296 | 0.2696 | 0.7737 | 0.2696 |
| 0.5985 | 5.9592 | 60700 | 0.5901 | 0.0296 | 0.2733 | 0.7740 | 0.2733 |
| 0.5823 | 5.9690 | 60800 | 0.5899 | 0.0296 | 0.2696 | 0.7719 | 0.2696 |
| 0.6184 | 5.9788 | 60900 | 0.5870 | 0.0296 | 0.2724 | 0.7737 | 0.2724 |
| 0.5395 | 5.9886 | 61000 | 0.5834 | 0.0296 | 0.2759 | 0.7754 | 0.2759 |
| 0.5754 | 5.9984 | 61100 | 0.5874 | 0.0296 | 0.2687 | 0.7731 | 0.2687 |
| 0.5017 | 6.0082 | 61200 | 0.5794 | 0.0296 | 0.2787 | 0.7772 | 0.2787 |
| 0.4655 | 6.0181 | 61300 | 0.5857 | 0.0296 | 0.2748 | 0.7757 | 0.2748 |
| 0.4785 | 6.0279 | 61400 | 0.5834 | 0.0296 | 0.2763 | 0.7752 | 0.2763 |
| 0.5321 | 6.0377 | 61500 | 0.5808 | 0.0296 | 0.2736 | 0.7752 | 0.2736 |
| 0.5656 | 6.0475 | 61600 | 0.5833 | 0.0296 | 0.2758 | 0.7754 | 0.2758 |
| 0.5529 | 6.0573 | 61700 | 0.5806 | 0.0296 | 0.2779 | 0.7772 | 0.2779 |
| 0.5454 | 6.0672 | 61800 | 0.5807 | 0.0296 | 0.2785 | 0.7753 | 0.2785 |
| 0.5858 | 6.0770 | 61900 | 0.5828 | 0.0296 | 0.2698 | 0.7748 | 0.2698 |
| 0.5657 | 6.0868 | 62000 | 0.5830 | 0.0296 | 0.2766 | 0.7762 | 0.2766 |
| 0.5778 | 6.0966 | 62100 | 0.5862 | 0.0296 | 0.2692 | 0.7740 | 0.2692 |
| 0.5665 | 6.1064 | 62200 | 0.5794 | 0.0296 | 0.2790 | 0.7777 | 0.2790 |
| 0.5208 | 6.1162 | 62300 | 0.5792 | 0.0296 | 0.2782 | 0.7772 | 0.2782 |
| 0.5721 | 6.1261 | 62400 | 0.5843 | 0.0296 | 0.2771 | 0.7764 | 0.2771 |
| 0.5237 | 6.1359 | 62500 | 0.5840 | 0.0296 | 0.2723 | 0.7750 | 0.2723 |
| 0.5546 | 6.1457 | 62600 | 0.5804 | 0.0296 | 0.2754 | 0.7755 | 0.2754 |
| 0.5146 | 6.1555 | 62700 | 0.5861 | 0.0296 | 0.2739 | 0.7741 | 0.2739 |
| 0.5395 | 6.1653 | 62800 | 0.5782 | 0.0296 | 0.2779 | 0.7772 | 0.2779 |
| 0.5313 | 6.1751 | 62900 | 0.5843 | 0.0296 | 0.2764 | 0.7757 | 0.2764 |
| 0.5443 | 6.1850 | 63000 | 0.5760 | 0.0296 | 0.2803 | 0.7779 | 0.2803 |
| 0.6008 | 6.1948 | 63100 | 0.5826 | 0.0296 | 0.2800 | 0.7763 | 0.2800 |
| 0.6076 | 6.2046 | 63200 | 0.5790 | 0.0296 | 0.2772 | 0.7763 | 0.2772 |
| 0.5583 | 6.2144 | 63300 | 0.5750 | 0.0296 | 0.2829 | 0.7782 | 0.2829 |
| 0.5204 | 6.2242 | 63400 | 0.5844 | 0.0296 | 0.2759 | 0.7748 | 0.2759 |
| 0.5506 | 6.2340 | 63500 | 0.5848 | 0.0296 | 0.2712 | 0.7727 | 0.2712 |
| 0.5549 | 6.2439 | 63600 | 0.5814 | 0.0296 | 0.2744 | 0.7761 | 0.2744 |
| 0.544 | 6.2537 | 63700 | 0.5834 | 0.0296 | 0.2800 | 0.7763 | 0.2800 |
| 0.5501 | 6.2635 | 63800 | 0.5819 | 0.0296 | 0.2743 | 0.7758 | 0.2743 |
| 0.5617 | 6.2733 | 63900 | 0.5838 | 0.0296 | 0.2780 | 0.7766 | 0.2780 |
| 0.607 | 6.2831 | 64000 | 0.5779 | 0.0296 | 0.2799 | 0.7780 | 0.2799 |
| 0.5505 | 6.2930 | 64100 | 0.5841 | 0.0296 | 0.2812 | 0.7746 | 0.2812 |
| 0.5517 | 6.3028 | 64200 | 0.5879 | 0.0296 | 0.2779 | 0.7754 | 0.2779 |
| 0.5792 | 6.3126 | 64300 | 0.5811 | 0.0296 | 0.2762 | 0.7761 | 0.2762 |
| 0.5622 | 6.3224 | 64400 | 0.5767 | 0.0296 | 0.2807 | 0.7787 | 0.2807 |
| 0.5317 | 6.3322 | 64500 | 0.5773 | 0.0296 | 0.2838 | 0.7786 | 0.2838 |
| 0.5853 | 6.3420 | 64600 | 0.5793 | 0.0296 | 0.2809 | 0.7777 | 0.2809 |
| 0.5722 | 6.3519 | 64700 | 0.5838 | 0.0296 | 0.2826 | 0.7754 | 0.2826 |
| 0.5409 | 6.3617 | 64800 | 0.5770 | 0.0296 | 0.2824 | 0.7778 | 0.2824 |
| 0.564 | 6.3715 | 64900 | 0.5795 | 0.0296 | 0.2794 | 0.7762 | 0.2794 |
| 0.5751 | 6.3813 | 65000 | 0.5812 | 0.0296 | 0.2788 | 0.7766 | 0.2788 |
| 0.5628 | 6.3911 | 65100 | 0.5815 | 0.0296 | 0.2770 | 0.7747 | 0.2770 |
| 0.5762 | 6.4009 | 65200 | 0.5808 | 0.0296 | 0.2765 | 0.7754 | 0.2765 |
| 0.5648 | 6.4108 | 65300 | 0.5767 | 0.0296 | 0.2797 | 0.7772 | 0.2797 |
| 0.6047 | 6.4206 | 65400 | 0.5733 | 0.0296 | 0.2814 | 0.7788 | 0.2814 |
| 0.5936 | 6.4304 | 65500 | 0.5757 | 0.0296 | 0.2813 | 0.7786 | 0.2813 |
| 0.5765 | 6.4402 | 65600 | 0.5753 | 0.0296 | 0.2804 | 0.7783 | 0.2804 |
| 0.6192 | 6.4500 | 65700 | 0.5769 | 0.0296 | 0.2781 | 0.7760 | 0.2781 |
| 0.5317 | 6.4598 | 65800 | 0.5761 | 0.0296 | 0.2819 | 0.7770 | 0.2819 |
| 0.5628 | 6.4697 | 65900 | 0.5803 | 0.0296 | 0.2746 | 0.7754 | 0.2746 |
| 0.5682 | 6.4795 | 66000 | 0.5775 | 0.0296 | 0.2808 | 0.7776 | 0.2808 |
| 0.5387 | 6.4893 | 66100 | 0.5901 | 0.0296 | 0.2689 | 0.7725 | 0.2689 |
| 0.5414 | 6.4991 | 66200 | 0.5750 | 0.0296 | 0.2784 | 0.7772 | 0.2784 |
| 0.5659 | 6.5089 | 66300 | 0.5810 | 0.0296 | 0.2739 | 0.7762 | 0.2739 |
| 0.5177 | 6.5188 | 66400 | 0.5778 | 0.0296 | 0.2840 | 0.7783 | 0.2840 |
| 0.6199 | 6.5286 | 66500 | 0.5760 | 0.0296 | 0.2790 | 0.7788 | 0.2790 |
| 0.5381 | 6.5384 | 66600 | 0.5771 | 0.0296 | 0.2774 | 0.7773 | 0.2774 |
| 0.5923 | 6.5482 | 66700 | 0.5824 | 0.0296 | 0.2789 | 0.7757 | 0.2789 |
| 0.5341 | 6.5580 | 66800 | 0.5722 | 0.0296 | 0.2829 | 0.7798 | 0.2829 |
| 0.5866 | 6.5678 | 66900 | 0.5747 | 0.0296 | 0.2825 | 0.7781 | 0.2825 |
| 0.5658 | 6.5777 | 67000 | 0.5755 | 0.0296 | 0.2781 | 0.7780 | 0.2781 |
| 0.5653 | 6.5875 | 67100 | 0.5766 | 0.0296 | 0.2783 | 0.7766 | 0.2783 |
| 0.5426 | 6.5973 | 67200 | 0.5747 | 0.0296 | 0.2822 | 0.7780 | 0.2822 |
| 0.5327 | 6.6071 | 67300 | 0.5718 | 0.0296 | 0.2839 | 0.7791 | 0.2839 |
| 0.5463 | 6.6169 | 67400 | 0.5769 | 0.0296 | 0.2806 | 0.7780 | 0.2806 |
| 0.5862 | 6.6267 | 67500 | 0.5699 | 0.0296 | 0.2835 | 0.7803 | 0.2835 |
| 0.5406 | 6.6366 | 67600 | 0.5716 | 0.0296 | 0.2829 | 0.7789 | 0.2829 |
| 0.6748 | 6.6464 | 67700 | 0.5726 | 0.0296 | 0.2844 | 0.7800 | 0.2844 |
| 0.5286 | 6.6562 | 67800 | 0.5734 | 0.0296 | 0.2845 | 0.7787 | 0.2845 |
| 0.544 | 6.6660 | 67900 | 0.5733 | 0.0296 | 0.2782 | 0.7773 | 0.2782 |
| 0.5464 | 6.6758 | 68000 | 0.5815 | 0.0296 | 0.2756 | 0.7757 | 0.2756 |
| 0.5461 | 6.6856 | 68100 | 0.5784 | 0.0296 | 0.2803 | 0.7765 | 0.2803 |
| 0.5756 | 6.6955 | 68200 | 0.5770 | 0.0296 | 0.2760 | 0.7758 | 0.2760 |
| 0.5337 | 6.7053 | 68300 | 0.5743 | 0.0296 | 0.2815 | 0.7776 | 0.2815 |
| 0.4985 | 6.7151 | 68400 | 0.5736 | 0.0296 | 0.2821 | 0.7789 | 0.2821 |
| 0.5859 | 6.7249 | 68500 | 0.5734 | 0.0296 | 0.2852 | 0.7786 | 0.2852 |
| 0.5324 | 6.7347 | 68600 | 0.5709 | 0.0296 | 0.2823 | 0.7797 | 0.2823 |
| 0.492 | 6.7446 | 68700 | 0.5772 | 0.0296 | 0.2781 | 0.7770 | 0.2781 |
| 0.549 | 6.7544 | 68800 | 0.5758 | 0.0296 | 0.2819 | 0.7767 | 0.2819 |
| 0.5525 | 6.7642 | 68900 | 0.5714 | 0.0296 | 0.2846 | 0.7801 | 0.2846 |
| 0.6186 | 6.7740 | 69000 | 0.5713 | 0.0296 | 0.2837 | 0.7802 | 0.2837 |
| 0.5816 | 6.7838 | 69100 | 0.5746 | 0.0296 | 0.2814 | 0.7790 | 0.2814 |
| 0.6367 | 6.7936 | 69200 | 0.5783 | 0.0296 | 0.2774 | 0.7772 | 0.2774 |
| 0.5305 | 6.8035 | 69300 | 0.5738 | 0.0296 | 0.2834 | 0.7781 | 0.2834 |
| 0.5793 | 6.8133 | 69400 | 0.5722 | 0.0296 | 0.2849 | 0.7779 | 0.2849 |
| 0.5582 | 6.8231 | 69500 | 0.5709 | 0.0296 | 0.2878 | 0.7797 | 0.2878 |
| 0.5546 | 6.8329 | 69600 | 0.5749 | 0.0296 | 0.2793 | 0.7778 | 0.2793 |
| 0.5777 | 6.8427 | 69700 | 0.5776 | 0.0296 | 0.2804 | 0.7773 | 0.2804 |
| 0.5628 | 6.8525 | 69800 | 0.5729 | 0.0296 | 0.2861 | 0.7800 | 0.2861 |
| 0.5076 | 6.8624 | 69900 | 0.5790 | 0.0296 | 0.2791 | 0.7775 | 0.2791 |
| 0.616 | 6.8722 | 70000 | 0.5748 | 0.0296 | 0.2839 | 0.7783 | 0.2839 |
| 0.533 | 6.8820 | 70100 | 0.5726 | 0.0296 | 0.2827 | 0.7791 | 0.2827 |
| 0.5979 | 6.8918 | 70200 | 0.5814 | 0.0296 | 0.2766 | 0.7751 | 0.2766 |
| 0.5188 | 6.9016 | 70300 | 0.5711 | 0.0296 | 0.2858 | 0.7794 | 0.2858 |
| 0.5695 | 6.9114 | 70400 | 0.5711 | 0.0296 | 0.2861 | 0.7796 | 0.2861 |
| 0.5433 | 6.9213 | 70500 | 0.5705 | 0.0296 | 0.2819 | 0.7795 | 0.2819 |
| 0.538 | 6.9311 | 70600 | 0.5719 | 0.0296 | 0.2808 | 0.7784 | 0.2808 |
| 0.5404 | 6.9409 | 70700 | 0.5689 | 0.0296 | 0.2864 | 0.7810 | 0.2864 |
| 0.5535 | 6.9507 | 70800 | 0.5730 | 0.0296 | 0.2844 | 0.7793 | 0.2844 |
| 0.5263 | 6.9605 | 70900 | 0.5693 | 0.0296 | 0.2877 | 0.7811 | 0.2877 |
| 0.591 | 6.9704 | 71000 | 0.5707 | 0.0296 | 0.2822 | 0.7795 | 0.2822 |
| 0.63 | 6.9802 | 71100 | 0.5786 | 0.0296 | 0.2819 | 0.7772 | 0.2819 |
| 0.5739 | 6.9900 | 71200 | 0.5743 | 0.0296 | 0.2825 | 0.7794 | 0.2825 |
| 0.5973 | 6.9998 | 71300 | 0.5701 | 0.0296 | 0.2884 | 0.7811 | 0.2884 |
| 0.4952 | 7.0096 | 71400 | 0.5757 | 0.0296 | 0.2796 | 0.7783 | 0.2796 |
| 0.4784 | 7.0194 | 71500 | 0.5707 | 0.0296 | 0.2842 | 0.7798 | 0.2842 |
| 0.4867 | 7.0293 | 71600 | 0.5729 | 0.0296 | 0.2817 | 0.7783 | 0.2817 |
| 0.5274 | 7.0391 | 71700 | 0.5728 | 0.0296 | 0.2788 | 0.7790 | 0.2788 |
| 0.5032 | 7.0489 | 71800 | 0.5696 | 0.0296 | 0.2861 | 0.7814 | 0.2861 |
| 0.548 | 7.0587 | 71900 | 0.5715 | 0.0296 | 0.2818 | 0.7791 | 0.2818 |
| 0.5498 | 7.0685 | 72000 | 0.5682 | 0.0296 | 0.2879 | 0.7814 | 0.2879 |
| 0.5429 | 7.0783 | 72100 | 0.5790 | 0.0296 | 0.2792 | 0.7781 | 0.2792 |
| 0.5619 | 7.0882 | 72200 | 0.5697 | 0.0296 | 0.2883 | 0.7806 | 0.2883 |
| 0.5467 | 7.0980 | 72300 | 0.5709 | 0.0296 | 0.2881 | 0.7801 | 0.2881 |
| 0.566 | 7.1078 | 72400 | 0.5665 | 0.0296 | 0.2846 | 0.7808 | 0.2846 |
| 0.5059 | 7.1176 | 72500 | 0.5692 | 0.0296 | 0.2817 | 0.7800 | 0.2817 |
| 0.5255 | 7.1274 | 72600 | 0.5701 | 0.0296 | 0.2803 | 0.7801 | 0.2803 |
| 0.4917 | 7.1372 | 72700 | 0.5691 | 0.0296 | 0.2895 | 0.7814 | 0.2895 |
| 0.5434 | 7.1471 | 72800 | 0.5657 | 0.0296 | 0.2879 | 0.7825 | 0.2879 |
| 0.5673 | 7.1569 | 72900 | 0.5790 | 0.0296 | 0.2763 | 0.7764 | 0.2763 |
| 0.5517 | 7.1667 | 73000 | 0.5670 | 0.0296 | 0.2852 | 0.7810 | 0.2852 |
| 0.5673 | 7.1765 | 73100 | 0.5671 | 0.0296 | 0.2910 | 0.7814 | 0.2910 |
| 0.5343 | 7.1863 | 73200 | 0.5653 | 0.0296 | 0.2886 | 0.7806 | 0.2886 |
| 0.5788 | 7.1962 | 73300 | 0.5727 | 0.0296 | 0.2817 | 0.7784 | 0.2817 |
| 0.5092 | 7.2060 | 73400 | 0.5711 | 0.0296 | 0.2846 | 0.7788 | 0.2846 |
| 0.5265 | 7.2158 | 73500 | 0.5696 | 0.0296 | 0.2836 | 0.7807 | 0.2836 |
| 0.565 | 7.2256 | 73600 | 0.5762 | 0.0296 | 0.2828 | 0.7776 | 0.2828 |
| 0.5719 | 7.2354 | 73700 | 0.5638 | 0.0296 | 0.2880 | 0.7823 | 0.2880 |
| 0.5397 | 7.2452 | 73800 | 0.5718 | 0.0296 | 0.2820 | 0.7787 | 0.2820 |
| 0.5004 | 7.2551 | 73900 | 0.5651 | 0.0296 | 0.2868 | 0.7820 | 0.2868 |
| 0.5067 | 7.2649 | 74000 | 0.5705 | 0.0296 | 0.2845 | 0.7798 | 0.2845 |
| 0.5383 | 7.2747 | 74100 | 0.5676 | 0.0296 | 0.2893 | 0.7816 | 0.2893 |
| 0.5809 | 7.2845 | 74200 | 0.5719 | 0.0296 | 0.2828 | 0.7799 | 0.2828 |
| 0.5518 | 7.2943 | 74300 | 0.5687 | 0.0296 | 0.2885 | 0.7811 | 0.2885 |
| 0.5171 | 7.3041 | 74400 | 0.5634 | 0.0296 | 0.2911 | 0.7835 | 0.2911 |
| 0.4943 | 7.3140 | 74500 | 0.5709 | 0.0296 | 0.2859 | 0.7797 | 0.2859 |
| 0.5365 | 7.3238 | 74600 | 0.5675 | 0.0296 | 0.2839 | 0.7805 | 0.2839 |
| 0.5325 | 7.3336 | 74700 | 0.5727 | 0.0296 | 0.2791 | 0.7782 | 0.2791 |
| 0.5238 | 7.3434 | 74800 | 0.5669 | 0.0296 | 0.2916 | 0.7823 | 0.2916 |
| 0.5389 | 7.3532 | 74900 | 0.5710 | 0.0296 | 0.2896 | 0.7805 | 0.2896 |
| 0.5428 | 7.3630 | 75000 | 0.5632 | 0.0296 | 0.2908 | 0.7807 | 0.2908 |
| 0.5917 | 7.3729 | 75100 | 0.5670 | 0.0296 | 0.2917 | 0.7817 | 0.2917 |
| 0.5386 | 7.3827 | 75200 | 0.5706 | 0.0296 | 0.2828 | 0.7810 | 0.2828 |
| 0.5781 | 7.3925 | 75300 | 0.5711 | 0.0296 | 0.2831 | 0.7787 | 0.2831 |
| 0.5456 | 7.4023 | 75400 | 0.5676 | 0.0296 | 0.2863 | 0.7795 | 0.2863 |
| 0.5816 | 7.4121 | 75500 | 0.5736 | 0.0296 | 0.2828 | 0.7792 | 0.2828 |
| 0.5814 | 7.4220 | 75600 | 0.5723 | 0.0296 | 0.2808 | 0.7786 | 0.2808 |
| 0.5155 | 7.4318 | 75700 | 0.5643 | 0.0296 | 0.2868 | 0.7832 | 0.2868 |
| 0.6049 | 7.4416 | 75800 | 0.5784 | 0.0296 | 0.2818 | 0.7775 | 0.2818 |
| 0.5643 | 7.4514 | 75900 | 0.5655 | 0.0296 | 0.2907 | 0.7813 | 0.2907 |
| 0.5768 | 7.4612 | 76000 | 0.5706 | 0.0296 | 0.2841 | 0.7801 | 0.2841 |
| 0.5463 | 7.4710 | 76100 | 0.5632 | 0.0296 | 0.2929 | 0.7839 | 0.2929 |
| 0.5257 | 7.4809 | 76200 | 0.5671 | 0.0296 | 0.2890 | 0.7807 | 0.2890 |
| 0.5464 | 7.4907 | 76300 | 0.5631 | 0.0296 | 0.2945 | 0.7835 | 0.2945 |
| 0.5128 | 7.5005 | 76400 | 0.5700 | 0.0296 | 0.2886 | 0.7822 | 0.2886 |
| 0.5052 | 7.5103 | 76500 | 0.5660 | 0.0296 | 0.2880 | 0.7824 | 0.2880 |
| 0.4999 | 7.5201 | 76600 | 0.5615 | 0.0296 | 0.2897 | 0.7839 | 0.2897 |
| 0.5198 | 7.5299 | 76700 | 0.5602 | 0.0296 | 0.2863 | 0.7811 | 0.2863 |
| 0.5566 | 7.5398 | 76800 | 0.5657 | 0.0296 | 0.2890 | 0.7814 | 0.2890 |
| 0.5531 | 7.5496 | 76900 | 0.5702 | 0.0296 | 0.2884 | 0.7814 | 0.2884 |
| 0.5774 | 7.5594 | 77000 | 0.5642 | 0.0296 | 0.2932 | 0.7821 | 0.2932 |
| 0.5304 | 7.5692 | 77100 | 0.5732 | 0.0296 | 0.2882 | 0.7787 | 0.2882 |
| 0.4958 | 7.5790 | 77200 | 0.5670 | 0.0296 | 0.2877 | 0.7821 | 0.2877 |
| 0.5308 | 7.5888 | 77300 | 0.5622 | 0.0296 | 0.2902 | 0.7832 | 0.2902 |
| 0.4962 | 7.5987 | 77400 | 0.5648 | 0.0296 | 0.2883 | 0.7822 | 0.2883 |
| 0.5944 | 7.6085 | 77500 | 0.5625 | 0.0296 | 0.2854 | 0.7817 | 0.2854 |
| 0.536 | 7.6183 | 77600 | 0.5665 | 0.0296 | 0.2810 | 0.7808 | 0.2810 |
| 0.4881 | 7.6281 | 77700 | 0.5653 | 0.0296 | 0.2825 | 0.7810 | 0.2825 |
| 0.561 | 7.6379 | 77800 | 0.5613 | 0.0296 | 0.2937 | 0.7842 | 0.2937 |
| 0.525 | 7.6478 | 77900 | 0.5686 | 0.0296 | 0.2818 | 0.7797 | 0.2818 |
| 0.5511 | 7.6576 | 78000 | 0.5636 | 0.0296 | 0.2886 | 0.7824 | 0.2886 |
| 0.5625 | 7.6674 | 78100 | 0.5682 | 0.0296 | 0.2903 | 0.7812 | 0.2903 |
| 0.4866 | 7.6772 | 78200 | 0.5677 | 0.0296 | 0.2942 | 0.7811 | 0.2942 |
| 0.5402 | 7.6870 | 78300 | 0.5699 | 0.0296 | 0.2880 | 0.7808 | 0.2880 |
| 0.5235 | 7.6968 | 78400 | 0.5624 | 0.0296 | 0.2946 | 0.7837 | 0.2946 |
| 0.531 | 7.7067 | 78500 | 0.5670 | 0.0296 | 0.2879 | 0.7817 | 0.2879 |
| 0.4824 | 7.7165 | 78600 | 0.5559 | 0.0296 | 0.2973 | 0.7857 | 0.2973 |
| 0.5434 | 7.7263 | 78700 | 0.5664 | 0.0296 | 0.2811 | 0.7807 | 0.2811 |
| 0.5673 | 7.7361 | 78800 | 0.5616 | 0.0296 | 0.2892 | 0.7826 | 0.2892 |
| 0.5609 | 7.7459 | 78900 | 0.5639 | 0.0296 | 0.2874 | 0.7815 | 0.2874 |
| 0.4854 | 7.7557 | 79000 | 0.5623 | 0.0296 | 0.2868 | 0.7822 | 0.2868 |
| 0.5689 | 7.7656 | 79100 | 0.5615 | 0.0296 | 0.2932 | 0.7828 | 0.2932 |
| 0.5281 | 7.7754 | 79200 | 0.5670 | 0.0296 | 0.2892 | 0.7819 | 0.2892 |
| 0.5907 | 7.7852 | 79300 | 0.5649 | 0.0296 | 0.2887 | 0.7830 | 0.2887 |
| 0.5218 | 7.7950 | 79400 | 0.5631 | 0.0296 | 0.2903 | 0.7830 | 0.2903 |
| 0.5194 | 7.8048 | 79500 | 0.5631 | 0.0296 | 0.2909 | 0.7828 | 0.2909 |
| 0.5469 | 7.8146 | 79600 | 0.5624 | 0.0296 | 0.2919 | 0.7827 | 0.2919 |
| 0.5527 | 7.8245 | 79700 | 0.5625 | 0.0296 | 0.2964 | 0.7843 | 0.2964 |
| 0.5613 | 7.8343 | 79800 | 0.5680 | 0.0296 | 0.2872 | 0.7808 | 0.2872 |
| 0.5361 | 7.8441 | 79900 | 0.5616 | 0.0296 | 0.2959 | 0.7836 | 0.2959 |
| 0.5326 | 7.8539 | 80000 | 0.5581 | 0.0296 | 0.2961 | 0.7845 | 0.2961 |
| 0.5741 | 7.8637 | 80100 | 0.5639 | 0.0296 | 0.2883 | 0.7820 | 0.2883 |
| 0.4982 | 7.8736 | 80200 | 0.5658 | 0.0296 | 0.2876 | 0.7811 | 0.2876 |
| 0.5249 | 7.8834 | 80300 | 0.5673 | 0.0296 | 0.2863 | 0.7802 | 0.2863 |
| 0.5955 | 7.8932 | 80400 | 0.5647 | 0.0296 | 0.2911 | 0.7823 | 0.2911 |
| 0.5051 | 7.9030 | 80500 | 0.5577 | 0.0296 | 0.2935 | 0.7847 | 0.2935 |
| 0.5085 | 7.9128 | 80600 | 0.5654 | 0.0296 | 0.2890 | 0.7827 | 0.2890 |
| 0.5677 | 7.9226 | 80700 | 0.5634 | 0.0296 | 0.2935 | 0.7819 | 0.2935 |
| 0.577 | 7.9325 | 80800 | 0.5616 | 0.0296 | 0.2891 | 0.7820 | 0.2891 |
| 0.5737 | 7.9423 | 80900 | 0.5593 | 0.0296 | 0.2917 | 0.7846 | 0.2917 |
| 0.5731 | 7.9521 | 81000 | 0.5634 | 0.0296 | 0.2905 | 0.7833 | 0.2905 |
| 0.4648 | 7.9619 | 81100 | 0.5610 | 0.0296 | 0.2935 | 0.7845 | 0.2935 |
| 0.5153 | 7.9717 | 81200 | 0.5591 | 0.0296 | 0.2917 | 0.7843 | 0.2917 |
| 0.5699 | 7.9815 | 81300 | 0.5665 | 0.0296 | 0.2921 | 0.7822 | 0.2921 |
| 0.5373 | 7.9914 | 81400 | 0.5638 | 0.0296 | 0.2850 | 0.7827 | 0.2850 |
| 0.4917 | 8.0012 | 81500 | 0.5615 | 0.0296 | 0.2908 | 0.7829 | 0.2908 |
| 0.5192 | 8.0110 | 81600 | 0.5615 | 0.0296 | 0.2853 | 0.7822 | 0.2853 |
| 0.5311 | 8.0208 | 81700 | 0.5602 | 0.0296 | 0.2932 | 0.7850 | 0.2932 |
| 0.517 | 8.0306 | 81800 | 0.5612 | 0.0296 | 0.2981 | 0.7842 | 0.2981 |
| 0.4884 | 8.0404 | 81900 | 0.5644 | 0.0296 | 0.2921 | 0.7825 | 0.2921 |
| 0.5446 | 8.0503 | 82000 | 0.5613 | 0.0296 | 0.2916 | 0.7844 | 0.2916 |
| 0.5409 | 8.0601 | 82100 | 0.5637 | 0.0296 | 0.2926 | 0.7831 | 0.2926 |
| 0.4925 | 8.0699 | 82200 | 0.5561 | 0.0296 | 0.2951 | 0.7863 | 0.2951 |
| 0.4581 | 8.0797 | 82300 | 0.5676 | 0.0296 | 0.2904 | 0.7819 | 0.2904 |
| 0.5816 | 8.0895 | 82400 | 0.5654 | 0.0296 | 0.2897 | 0.7828 | 0.2897 |
| 0.545 | 8.0994 | 82500 | 0.5574 | 0.0296 | 0.2977 | 0.7855 | 0.2977 |
| 0.5081 | 8.1092 | 82600 | 0.5557 | 0.0296 | 0.2986 | 0.7852 | 0.2986 |
| 0.5178 | 8.1190 | 82700 | 0.5639 | 0.0296 | 0.2883 | 0.7820 | 0.2883 |
| 0.5912 | 8.1288 | 82800 | 0.5623 | 0.0296 | 0.2913 | 0.7829 | 0.2913 |
| 0.5172 | 8.1386 | 82900 | 0.5573 | 0.0296 | 0.2945 | 0.7849 | 0.2945 |
| 0.5481 | 8.1484 | 83000 | 0.5610 | 0.0296 | 0.2894 | 0.7835 | 0.2894 |
| 0.5506 | 8.1583 | 83100 | 0.5583 | 0.0296 | 0.2953 | 0.7836 | 0.2953 |
| 0.5385 | 8.1681 | 83200 | 0.5583 | 0.0296 | 0.3009 | 0.7853 | 0.3009 |
| 0.5627 | 8.1779 | 83300 | 0.5571 | 0.0296 | 0.2911 | 0.7848 | 0.2911 |
| 0.5311 | 8.1877 | 83400 | 0.5626 | 0.0296 | 0.2913 | 0.7839 | 0.2913 |
| 0.4869 | 8.1975 | 83500 | 0.5608 | 0.0296 | 0.2929 | 0.7851 | 0.2929 |
| 0.539 | 8.2073 | 83600 | 0.5654 | 0.0296 | 0.2854 | 0.7810 | 0.2854 |
| 0.5276 | 8.2172 | 83700 | 0.5592 | 0.0296 | 0.2898 | 0.7837 | 0.2898 |
| 0.5195 | 8.2270 | 83800 | 0.5642 | 0.0296 | 0.2916 | 0.7833 | 0.2916 |
| 0.4926 | 8.2368 | 83900 | 0.5593 | 0.0296 | 0.2902 | 0.7832 | 0.2902 |
| 0.5744 | 8.2466 | 84000 | 0.5575 | 0.0296 | 0.2967 | 0.7860 | 0.2967 |
| 0.4972 | 8.2564 | 84100 | 0.5614 | 0.0296 | 0.2979 | 0.7854 | 0.2979 |
| 0.5126 | 8.2662 | 84200 | 0.5613 | 0.0296 | 0.2964 | 0.7849 | 0.2964 |
| 0.5038 | 8.2761 | 84300 | 0.5586 | 0.0296 | 0.2924 | 0.7839 | 0.2924 |
| 0.5465 | 8.2859 | 84400 | 0.5559 | 0.0296 | 0.2963 | 0.7853 | 0.2963 |
| 0.5484 | 8.2957 | 84500 | 0.5639 | 0.0296 | 0.2903 | 0.7835 | 0.2903 |
| 0.4958 | 8.3055 | 84600 | 0.5564 | 0.0296 | 0.2950 | 0.7860 | 0.2950 |
| 0.5607 | 8.3153 | 84700 | 0.5619 | 0.0296 | 0.2959 | 0.7848 | 0.2959 |
| 0.5669 | 8.3252 | 84800 | 0.5674 | 0.0296 | 0.2889 | 0.7817 | 0.2889 |
| 0.5119 | 8.3350 | 84900 | 0.5577 | 0.0296 | 0.2950 | 0.7844 | 0.2950 |
| 0.5311 | 8.3448 | 85000 | 0.5594 | 0.0296 | 0.2986 | 0.7858 | 0.2986 |
| 0.4993 | 8.3546 | 85100 | 0.5556 | 0.0296 | 0.2939 | 0.7852 | 0.2939 |
| 0.5429 | 8.3644 | 85200 | 0.5549 | 0.0296 | 0.2930 | 0.7848 | 0.2930 |
| 0.4949 | 8.3742 | 85300 | 0.5571 | 0.0296 | 0.2964 | 0.7854 | 0.2964 |
| 0.444 | 8.3841 | 85400 | 0.5552 | 0.0296 | 0.2938 | 0.7846 | 0.2938 |
| 0.4592 | 8.3939 | 85500 | 0.5587 | 0.0296 | 0.2944 | 0.7850 | 0.2944 |
| 0.5225 | 8.4037 | 85600 | 0.5621 | 0.0296 | 0.2908 | 0.7820 | 0.2908 |
| 0.5374 | 8.4135 | 85700 | 0.5608 | 0.0296 | 0.2949 | 0.7846 | 0.2949 |
| 0.5078 | 8.4233 | 85800 | 0.5569 | 0.0296 | 0.2968 | 0.7856 | 0.2968 |
| 0.5593 | 8.4331 | 85900 | 0.5602 | 0.0296 | 0.2965 | 0.7847 | 0.2965 |
| 0.5629 | 8.4430 | 86000 | 0.5582 | 0.0296 | 0.2961 | 0.7847 | 0.2961 |
| 0.5406 | 8.4528 | 86100 | 0.5569 | 0.0296 | 0.2995 | 0.7856 | 0.2995 |
| 0.5332 | 8.4626 | 86200 | 0.5577 | 0.0296 | 0.2910 | 0.7849 | 0.2910 |
| 0.5612 | 8.4724 | 86300 | 0.5542 | 0.0296 | 0.2971 | 0.7860 | 0.2971 |
| 0.5233 | 8.4822 | 86400 | 0.5612 | 0.0296 | 0.2948 | 0.7851 | 0.2948 |
| 0.574 | 8.4920 | 86500 | 0.5599 | 0.0296 | 0.2941 | 0.7840 | 0.2941 |
| 0.5314 | 8.5019 | 86600 | 0.5557 | 0.0296 | 0.2921 | 0.7842 | 0.2921 |
| 0.5273 | 8.5117 | 86700 | 0.5564 | 0.0296 | 0.2956 | 0.7865 | 0.2956 |
| 0.5321 | 8.5215 | 86800 | 0.5589 | 0.0296 | 0.2949 | 0.7851 | 0.2949 |
| 0.4533 | 8.5313 | 86900 | 0.5527 | 0.0296 | 0.2975 | 0.7867 | 0.2975 |
| 0.5632 | 8.5411 | 87000 | 0.5545 | 0.0296 | 0.2977 | 0.7868 | 0.2977 |
| 0.4908 | 8.5510 | 87100 | 0.5539 | 0.0296 | 0.2979 | 0.7865 | 0.2979 |
| 0.5122 | 8.5608 | 87200 | 0.5517 | 0.0296 | 0.3006 | 0.7863 | 0.3006 |
| 0.5825 | 8.5706 | 87300 | 0.5541 | 0.0296 | 0.2939 | 0.7841 | 0.2939 |
| 0.5284 | 8.5804 | 87400 | 0.5639 | 0.0296 | 0.2910 | 0.7828 | 0.2910 |
| 0.5406 | 8.5902 | 87500 | 0.5580 | 0.0296 | 0.2961 | 0.7844 | 0.2961 |
| 0.5351 | 8.6000 | 87600 | 0.5555 | 0.0296 | 0.2958 | 0.7864 | 0.2958 |
| 0.576 | 8.6099 | 87700 | 0.5570 | 0.0296 | 0.2928 | 0.7855 | 0.2928 |
| 0.4994 | 8.6197 | 87800 | 0.5538 | 0.0296 | 0.2960 | 0.7859 | 0.2960 |
| 0.578 | 8.6295 | 87900 | 0.5494 | 0.0296 | 0.2989 | 0.7869 | 0.2989 |
| 0.5389 | 8.6393 | 88000 | 0.5508 | 0.0296 | 0.2975 | 0.7862 | 0.2975 |
| 0.5562 | 8.6491 | 88100 | 0.5601 | 0.0296 | 0.2918 | 0.7843 | 0.2918 |
| 0.531 | 8.6589 | 88200 | 0.5516 | 0.0296 | 0.3018 | 0.7858 | 0.3018 |
| 0.5365 | 8.6688 | 88300 | 0.5553 | 0.0296 | 0.2987 | 0.7873 | 0.2987 |
| 0.5043 | 8.6786 | 88400 | 0.5575 | 0.0296 | 0.2929 | 0.7855 | 0.2929 |
| 0.5695 | 8.6884 | 88500 | 0.5560 | 0.0296 | 0.2984 | 0.7866 | 0.2984 |
| 0.5499 | 8.6982 | 88600 | 0.5514 | 0.0296 | 0.2986 | 0.7875 | 0.2986 |
| 0.5189 | 8.7080 | 88700 | 0.5623 | 0.0296 | 0.2920 | 0.7831 | 0.2920 |
| 0.5411 | 8.7178 | 88800 | 0.5495 | 0.0296 | 0.3046 | 0.7875 | 0.3046 |
| 0.5102 | 8.7277 | 88900 | 0.5591 | 0.0296 | 0.2917 | 0.7839 | 0.2917 |
| 0.5322 | 8.7375 | 89000 | 0.5518 | 0.0296 | 0.2978 | 0.7855 | 0.2978 |
| 0.5069 | 8.7473 | 89100 | 0.5543 | 0.0296 | 0.2986 | 0.7860 | 0.2986 |
| 0.5244 | 8.7571 | 89200 | 0.5560 | 0.0296 | 0.2967 | 0.7855 | 0.2967 |
| 0.4938 | 8.7669 | 89300 | 0.5497 | 0.0296 | 0.2999 | 0.7883 | 0.2999 |
| 0.4995 | 8.7768 | 89400 | 0.5486 | 0.0296 | 0.3003 | 0.7879 | 0.3003 |
| 0.574 | 8.7866 | 89500 | 0.5547 | 0.0296 | 0.2988 | 0.7868 | 0.2988 |
| 0.4924 | 8.7964 | 89600 | 0.5554 | 0.0296 | 0.2963 | 0.7863 | 0.2963 |
| 0.5515 | 8.8062 | 89700 | 0.5562 | 0.0296 | 0.2959 | 0.7857 | 0.2959 |
| 0.4943 | 8.8160 | 89800 | 0.5556 | 0.0296 | 0.2986 | 0.7868 | 0.2986 |
| 0.5397 | 8.8258 | 89900 | 0.5535 | 0.0296 | 0.2925 | 0.7861 | 0.2925 |
| 0.5268 | 8.8357 | 90000 | 0.5530 | 0.0296 | 0.2969 | 0.7856 | 0.2969 |
| 0.5567 | 8.8455 | 90100 | 0.5515 | 0.0296 | 0.3024 | 0.7893 | 0.3024 |
| 0.52 | 8.8553 | 90200 | 0.5459 | 0.0296 | 0.3053 | 0.7899 | 0.3053 |
| 0.5069 | 8.8651 | 90300 | 0.5507 | 0.0296 | 0.3011 | 0.7883 | 0.3011 |
| 0.5196 | 8.8749 | 90400 | 0.5521 | 0.0296 | 0.2986 | 0.7878 | 0.2986 |
| 0.5572 | 8.8847 | 90500 | 0.5511 | 0.0296 | 0.3037 | 0.7878 | 0.3037 |
| 0.5509 | 8.8946 | 90600 | 0.5514 | 0.0296 | 0.3024 | 0.7873 | 0.3024 |
| 0.5017 | 8.9044 | 90700 | 0.5469 | 0.0296 | 0.3035 | 0.7882 | 0.3035 |
| 0.5406 | 8.9142 | 90800 | 0.5567 | 0.0296 | 0.2911 | 0.7834 | 0.2911 |
| 0.5589 | 8.9240 | 90900 | 0.5504 | 0.0296 | 0.3015 | 0.7875 | 0.3015 |
| 0.5064 | 8.9338 | 91000 | 0.5545 | 0.0296 | 0.2956 | 0.7847 | 0.2956 |
| 0.5066 | 8.9436 | 91100 | 0.5565 | 0.0296 | 0.2925 | 0.7853 | 0.2925 |
| 0.5367 | 8.9535 | 91200 | 0.5538 | 0.0296 | 0.2962 | 0.7861 | 0.2962 |
| 0.505 | 8.9633 | 91300 | 0.5556 | 0.0296 | 0.2930 | 0.7851 | 0.2930 |
| 0.5785 | 8.9731 | 91400 | 0.5500 | 0.0296 | 0.2985 | 0.7865 | 0.2985 |
| 0.4956 | 8.9829 | 91500 | 0.5485 | 0.0296 | 0.3008 | 0.7872 | 0.3008 |
| 0.5139 | 8.9927 | 91600 | 0.5539 | 0.0296 | 0.2986 | 0.7870 | 0.2986 |
| 0.5706 | 9.0026 | 91700 | 0.5499 | 0.0296 | 0.3035 | 0.7875 | 0.3035 |
| 0.5232 | 9.0124 | 91800 | 0.5537 | 0.0296 | 0.3006 | 0.7859 | 0.3006 |
| 0.5521 | 9.0222 | 91900 | 0.5601 | 0.0296 | 0.2987 | 0.7846 | 0.2987 |
| 0.5688 | 9.0320 | 92000 | 0.5481 | 0.0296 | 0.3047 | 0.7890 | 0.3047 |
| 0.4449 | 9.0418 | 92100 | 0.5510 | 0.0296 | 0.2965 | 0.7863 | 0.2965 |
| 0.5453 | 9.0516 | 92200 | 0.5492 | 0.0296 | 0.3042 | 0.7883 | 0.3042 |
| 0.5026 | 9.0615 | 92300 | 0.5492 | 0.0296 | 0.3010 | 0.7879 | 0.3010 |
| 0.4794 | 9.0713 | 92400 | 0.5502 | 0.0296 | 0.2939 | 0.7859 | 0.2939 |
| 0.5347 | 9.0811 | 92500 | 0.5494 | 0.0296 | 0.3010 | 0.7873 | 0.3010 |
| 0.5455 | 9.0909 | 92600 | 0.5497 | 0.0296 | 0.3015 | 0.7881 | 0.3015 |
| 0.5072 | 9.1007 | 92700 | 0.5542 | 0.0296 | 0.2972 | 0.7867 | 0.2972 |
| 0.4963 | 9.1105 | 92800 | 0.5539 | 0.0296 | 0.2935 | 0.7861 | 0.2935 |
| 0.4629 | 9.1204 | 92900 | 0.5556 | 0.0296 | 0.2959 | 0.7848 | 0.2959 |
| 0.5222 | 9.1302 | 93000 | 0.5552 | 0.0296 | 0.2946 | 0.7853 | 0.2946 |
| 0.5199 | 9.1400 | 93100 | 0.5507 | 0.0296 | 0.3055 | 0.7894 | 0.3055 |
| 0.5452 | 9.1498 | 93200 | 0.5489 | 0.0296 | 0.2971 | 0.7873 | 0.2971 |
| 0.5138 | 9.1596 | 93300 | 0.5524 | 0.0296 | 0.3019 | 0.7873 | 0.3019 |
| 0.552 | 9.1694 | 93400 | 0.5543 | 0.0296 | 0.2978 | 0.7865 | 0.2978 |
| 0.5235 | 9.1793 | 93500 | 0.5548 | 0.0296 | 0.2938 | 0.7856 | 0.2938 |
| 0.532 | 9.1891 | 93600 | 0.5506 | 0.0296 | 0.2985 | 0.7873 | 0.2985 |
| 0.5195 | 9.1989 | 93700 | 0.5530 | 0.0296 | 0.2959 | 0.7853 | 0.2959 |
| 0.4849 | 9.2087 | 93800 | 0.5537 | 0.0296 | 0.3014 | 0.7858 | 0.3014 |
| 0.5346 | 9.2185 | 93900 | 0.5507 | 0.0296 | 0.3017 | 0.7879 | 0.3017 |
| 0.4622 | 9.2284 | 94000 | 0.5507 | 0.0296 | 0.3069 | 0.7896 | 0.3069 |
| 0.531 | 9.2382 | 94100 | 0.5472 | 0.0296 | 0.3051 | 0.7896 | 0.3051 |
| 0.5338 | 9.2480 | 94200 | 0.5531 | 0.0296 | 0.2992 | 0.7885 | 0.2992 |
| 0.5042 | 9.2578 | 94300 | 0.5560 | 0.0296 | 0.2927 | 0.7848 | 0.2927 |
| 0.5544 | 9.2676 | 94400 | 0.5521 | 0.0296 | 0.2972 | 0.7867 | 0.2972 |
| 0.5105 | 9.2774 | 94500 | 0.5480 | 0.0296 | 0.3017 | 0.7888 | 0.3017 |
| 0.4656 | 9.2873 | 94600 | 0.5529 | 0.0296 | 0.2995 | 0.7876 | 0.2995 |
| 0.5576 | 9.2971 | 94700 | 0.5536 | 0.0296 | 0.2979 | 0.7870 | 0.2979 |
| 0.5594 | 9.3069 | 94800 | 0.5505 | 0.0296 | 0.2961 | 0.7873 | 0.2961 |
| 0.4718 | 9.3167 | 94900 | 0.5491 | 0.0296 | 0.3011 | 0.7879 | 0.3011 |
| 0.5281 | 9.3265 | 95000 | 0.5493 | 0.0296 | 0.3010 | 0.7874 | 0.3010 |
| 0.5008 | 9.3363 | 95100 | 0.5512 | 0.0296 | 0.3048 | 0.7886 | 0.3048 |
| 0.5465 | 9.3462 | 95200 | 0.5514 | 0.0296 | 0.3011 | 0.7872 | 0.3011 |
| 0.5405 | 9.3560 | 95300 | 0.5516 | 0.0296 | 0.2983 | 0.7861 | 0.2983 |
| 0.4912 | 9.3658 | 95400 | 0.5526 | 0.0296 | 0.2993 | 0.7889 | 0.2993 |
| 0.5147 | 9.3756 | 95500 | 0.5519 | 0.0296 | 0.2995 | 0.7863 | 0.2995 |
| 0.4629 | 9.3854 | 95600 | 0.5489 | 0.0296 | 0.3045 | 0.7889 | 0.3045 |
| 0.4966 | 9.3952 | 95700 | 0.5469 | 0.0296 | 0.3039 | 0.7900 | 0.3039 |
| 0.4762 | 9.4051 | 95800 | 0.5499 | 0.0296 | 0.3022 | 0.7880 | 0.3022 |
| 0.5501 | 9.4149 | 95900 | 0.5524 | 0.0296 | 0.3011 | 0.7875 | 0.3011 |
| 0.5314 | 9.4247 | 96000 | 0.5490 | 0.0296 | 0.3037 | 0.7883 | 0.3037 |
| 0.5033 | 9.4345 | 96100 | 0.5432 | 0.0296 | 0.3039 | 0.7902 | 0.3039 |
| 0.5378 | 9.4443 | 96200 | 0.5545 | 0.0296 | 0.2956 | 0.7865 | 0.2956 |
| 0.4881 | 9.4542 | 96300 | 0.5505 | 0.0296 | 0.2965 | 0.7863 | 0.2965 |
| 0.5106 | 9.4640 | 96400 | 0.5548 | 0.0296 | 0.3002 | 0.7873 | 0.3002 |
| 0.4789 | 9.4738 | 96500 | 0.5485 | 0.0296 | 0.3014 | 0.7880 | 0.3014 |
| 0.5001 | 9.4836 | 96600 | 0.5509 | 0.0296 | 0.2973 | 0.7884 | 0.2973 |
| 0.4474 | 9.4934 | 96700 | 0.5437 | 0.0296 | 0.3033 | 0.7902 | 0.3033 |
| 0.5137 | 9.5032 | 96800 | 0.5533 | 0.0296 | 0.2974 | 0.7874 | 0.2974 |
| 0.58 | 9.5131 | 96900 | 0.5507 | 0.0296 | 0.2975 | 0.7865 | 0.2975 |
| 0.5514 | 9.5229 | 97000 | 0.5476 | 0.0296 | 0.2965 | 0.7879 | 0.2965 |
| 0.5194 | 9.5327 | 97100 | 0.5495 | 0.0296 | 0.2974 | 0.7879 | 0.2974 |
| 0.5249 | 9.5425 | 97200 | 0.5538 | 0.0296 | 0.2979 | 0.7862 | 0.2979 |
| 0.5241 | 9.5523 | 97300 | 0.5493 | 0.0296 | 0.2973 | 0.7874 | 0.2973 |
| 0.4745 | 9.5621 | 97400 | 0.5504 | 0.0296 | 0.3012 | 0.7874 | 0.3012 |
| 0.5038 | 9.5720 | 97500 | 0.5476 | 0.0296 | 0.2964 | 0.7879 | 0.2964 |
| 0.5353 | 9.5818 | 97600 | 0.5465 | 0.0296 | 0.2977 | 0.7877 | 0.2977 |
| 0.5216 | 9.5916 | 97700 | 0.5510 | 0.0296 | 0.2958 | 0.7882 | 0.2958 |
| 0.5237 | 9.6014 | 97800 | 0.5477 | 0.0296 | 0.2957 | 0.7886 | 0.2957 |
| 0.4616 | 9.6112 | 97900 | 0.5436 | 0.0296 | 0.3039 | 0.7900 | 0.3039 |
| 0.5192 | 9.6210 | 98000 | 0.5465 | 0.0296 | 0.3022 | 0.7894 | 0.3022 |
| 0.482 | 9.6309 | 98100 | 0.5471 | 0.0296 | 0.3007 | 0.7880 | 0.3007 |
| 0.4965 | 9.6407 | 98200 | 0.5464 | 0.0296 | 0.2987 | 0.7876 | 0.2987 |
| 0.5266 | 9.6505 | 98300 | 0.5465 | 0.0296 | 0.3011 | 0.7900 | 0.3011 |
| 0.4841 | 9.6603 | 98400 | 0.5441 | 0.0296 | 0.3071 | 0.7901 | 0.3071 |
| 0.5506 | 9.6701 | 98500 | 0.5427 | 0.0296 | 0.3013 | 0.7889 | 0.3013 |
| 0.5728 | 9.6800 | 98600 | 0.5516 | 0.0296 | 0.3035 | 0.7881 | 0.3035 |
| 0.5264 | 9.6898 | 98700 | 0.5508 | 0.0296 | 0.2959 | 0.7855 | 0.2959 |
| 0.5557 | 9.6996 | 98800 | 0.5474 | 0.0296 | 0.2984 | 0.7884 | 0.2984 |
| 0.4836 | 9.7094 | 98900 | 0.5504 | 0.0296 | 0.2986 | 0.7876 | 0.2986 |
| 0.5921 | 9.7192 | 99000 | 0.5478 | 0.0296 | 0.3033 | 0.7884 | 0.3033 |
| 0.5396 | 9.7290 | 99100 | 0.5404 | 0.0296 | 0.3031 | 0.7903 | 0.3031 |
| 0.5074 | 9.7389 | 99200 | 0.5460 | 0.0296 | 0.3015 | 0.7892 | 0.3015 |
| 0.5094 | 9.7487 | 99300 | 0.5495 | 0.0296 | 0.3040 | 0.7892 | 0.3040 |
| 0.569 | 9.7585 | 99400 | 0.5441 | 0.0296 | 0.3048 | 0.7892 | 0.3048 |
| 0.5369 | 9.7683 | 99500 | 0.5439 | 0.0296 | 0.3026 | 0.7903 | 0.3026 |
| 0.5434 | 9.7781 | 99600 | 0.5479 | 0.0296 | 0.2998 | 0.7888 | 0.2998 |
| 0.4668 | 9.7879 | 99700 | 0.5544 | 0.0296 | 0.2983 | 0.7868 | 0.2983 |
| 0.5736 | 9.7978 | 99800 | 0.5546 | 0.0296 | 0.2982 | 0.7860 | 0.2982 |
| 0.5065 | 9.8076 | 99900 | 0.5482 | 0.0296 | 0.2982 | 0.7889 | 0.2982 |
| 0.5158 | 9.8174 | 100000 | 0.5505 | 0.0296 | 0.3022 | 0.7870 | 0.3022 |
| 0.54 | 9.8272 | 100100 | 0.5492 | 0.0296 | 0.3012 | 0.7885 | 0.3012 |
| 0.5482 | 9.8370 | 100200 | 0.5474 | 0.0296 | 0.3060 | 0.7882 | 0.3060 |
| 0.5518 | 9.8468 | 100300 | 0.5474 | 0.0296 | 0.2993 | 0.7883 | 0.2993 |
| 0.4971 | 9.8567 | 100400 | 0.5499 | 0.0296 | 0.2969 | 0.7870 | 0.2969 |
| 0.5363 | 9.8665 | 100500 | 0.5487 | 0.0296 | 0.3019 | 0.7873 | 0.3019 |
| 0.5369 | 9.8763 | 100600 | 0.5449 | 0.0296 | 0.3088 | 0.7909 | 0.3088 |
| 0.5498 | 9.8861 | 100700 | 0.5469 | 0.0296 | 0.3041 | 0.7886 | 0.3041 |
| 0.5186 | 9.8959 | 100800 | 0.5460 | 0.0296 | 0.3013 | 0.7881 | 0.3013 |
| 0.5343 | 9.9058 | 100900 | 0.5445 | 0.0296 | 0.3041 | 0.7899 | 0.3041 |
| 0.5659 | 9.9156 | 101000 | 0.5396 | 0.0296 | 0.3071 | 0.7909 | 0.3071 |
| 0.5062 | 9.9254 | 101100 | 0.5521 | 0.0296 | 0.2941 | 0.7856 | 0.2941 |
| 0.5672 | 9.9352 | 101200 | 0.5453 | 0.0296 | 0.2991 | 0.7882 | 0.2991 |
| 0.507 | 9.9450 | 101300 | 0.5495 | 0.0296 | 0.3012 | 0.7878 | 0.3012 |
| 0.4981 | 9.9548 | 101400 | 0.5469 | 0.0296 | 0.3045 | 0.7878 | 0.3045 |
| 0.5263 | 9.9647 | 101500 | 0.5532 | 0.0296 | 0.2995 | 0.7859 | 0.2995 |
| 0.5443 | 9.9745 | 101600 | 0.5463 | 0.0296 | 0.3002 | 0.7888 | 0.3002 |
| 0.5969 | 9.9843 | 101700 | 0.5450 | 0.0296 | 0.3029 | 0.7891 | 0.3029 |
| 0.528 | 9.9941 | 101800 | 0.5483 | 0.0296 | 0.3018 | 0.7876 | 0.3018 |
| 0.5142 | 10.0039 | 101900 | 0.5438 | 0.0296 | 0.3048 | 0.7905 | 0.3048 |
| 0.4312 | 10.0137 | 102000 | 0.5488 | 0.0296 | 0.2991 | 0.7887 | 0.2991 |
| 0.4949 | 10.0236 | 102100 | 0.5451 | 0.0296 | 0.3083 | 0.7901 | 0.3083 |
| 0.5516 | 10.0334 | 102200 | 0.5506 | 0.0296 | 0.3037 | 0.7886 | 0.3037 |
| 0.5482 | 10.0432 | 102300 | 0.5448 | 0.0296 | 0.3048 | 0.7899 | 0.3048 |
| 0.5017 | 10.0530 | 102400 | 0.5433 | 0.0296 | 0.3068 | 0.7907 | 0.3068 |
| 0.5429 | 10.0628 | 102500 | 0.5453 | 0.0296 | 0.3036 | 0.7897 | 0.3036 |
| 0.557 | 10.0726 | 102600 | 0.5453 | 0.0296 | 0.3026 | 0.7885 | 0.3026 |
| 0.5275 | 10.0825 | 102700 | 0.5488 | 0.0296 | 0.2996 | 0.7876 | 0.2996 |
| 0.4877 | 10.0923 | 102800 | 0.5473 | 0.0296 | 0.3003 | 0.7890 | 0.3003 |
| 0.5817 | 10.1021 | 102900 | 0.5457 | 0.0296 | 0.3030 | 0.7902 | 0.3030 |
| 0.4934 | 10.1119 | 103000 | 0.5447 | 0.0296 | 0.3058 | 0.7887 | 0.3058 |
| 0.5858 | 10.1217 | 103100 | 0.5522 | 0.0296 | 0.2998 | 0.7873 | 0.2998 |
| 0.4521 | 10.1316 | 103200 | 0.5437 | 0.0296 | 0.3120 | 0.7909 | 0.3120 |
| 0.5704 | 10.1414 | 103300 | 0.5493 | 0.0296 | 0.3022 | 0.7882 | 0.3022 |
| 0.5482 | 10.1512 | 103400 | 0.5437 | 0.0296 | 0.3069 | 0.7915 | 0.3069 |
| 0.5572 | 10.1610 | 103500 | 0.5431 | 0.0296 | 0.3019 | 0.7894 | 0.3019 |
| 0.4888 | 10.1708 | 103600 | 0.5448 | 0.0296 | 0.3084 | 0.7891 | 0.3084 |
| 0.4736 | 10.1806 | 103700 | 0.5485 | 0.0296 | 0.3051 | 0.7891 | 0.3051 |
| 0.4882 | 10.1905 | 103800 | 0.5481 | 0.0296 | 0.3084 | 0.7890 | 0.3084 |
| 0.4729 | 10.2003 | 103900 | 0.5499 | 0.0296 | 0.3062 | 0.7904 | 0.3062 |
| 0.5015 | 10.2101 | 104000 | 0.5475 | 0.0296 | 0.3057 | 0.7887 | 0.3057 |
| 0.5254 | 10.2199 | 104100 | 0.5478 | 0.0296 | 0.3028 | 0.7877 | 0.3028 |
| 0.5057 | 10.2297 | 104200 | 0.5505 | 0.0296 | 0.3010 | 0.7883 | 0.3010 |
| 0.4901 | 10.2395 | 104300 | 0.5403 | 0.0296 | 0.3076 | 0.7906 | 0.3076 |
| 0.5718 | 10.2494 | 104400 | 0.5405 | 0.0296 | 0.3088 | 0.7910 | 0.3088 |
| 0.5723 | 10.2592 | 104500 | 0.5451 | 0.0296 | 0.3066 | 0.7899 | 0.3066 |
| 0.5278 | 10.2690 | 104600 | 0.5426 | 0.0296 | 0.3091 | 0.7905 | 0.3091 |
| 0.4989 | 10.2788 | 104700 | 0.5484 | 0.0296 | 0.3021 | 0.7869 | 0.3021 |
| 0.5003 | 10.2886 | 104800 | 0.5432 | 0.0296 | 0.3050 | 0.7922 | 0.3050 |
| 0.5185 | 10.2984 | 104900 | 0.5496 | 0.0296 | 0.2985 | 0.7875 | 0.2985 |
| 0.5341 | 10.3083 | 105000 | 0.5561 | 0.0296 | 0.2963 | 0.7855 | 0.2963 |
| 0.5074 | 10.3181 | 105100 | 0.5425 | 0.0296 | 0.3062 | 0.7913 | 0.3062 |
| 0.4757 | 10.3279 | 105200 | 0.5534 | 0.0296 | 0.2986 | 0.7865 | 0.2986 |
| 0.4914 | 10.3377 | 105300 | 0.5508 | 0.0296 | 0.2973 | 0.7859 | 0.2973 |
| 0.5507 | 10.3475 | 105400 | 0.5448 | 0.0296 | 0.3095 | 0.7909 | 0.3095 |
| 0.456 | 10.3574 | 105500 | 0.5446 | 0.0296 | 0.3028 | 0.7883 | 0.3028 |
| 0.5218 | 10.3672 | 105600 | 0.5486 | 0.0296 | 0.3000 | 0.7881 | 0.3000 |
| 0.508 | 10.3770 | 105700 | 0.5406 | 0.0296 | 0.3048 | 0.7904 | 0.3048 |
| 0.4922 | 10.3868 | 105800 | 0.5432 | 0.0296 | 0.3084 | 0.7911 | 0.3084 |
| 0.5356 | 10.3966 | 105900 | 0.5490 | 0.0296 | 0.3077 | 0.7891 | 0.3077 |
| 0.5348 | 10.4064 | 106000 | 0.5410 | 0.0296 | 0.3109 | 0.7907 | 0.3109 |
| 0.518 | 10.4163 | 106100 | 0.5496 | 0.0296 | 0.3080 | 0.7905 | 0.3080 |
| 0.4759 | 10.4261 | 106200 | 0.5414 | 0.0296 | 0.3094 | 0.7909 | 0.3094 |
| 0.5344 | 10.4359 | 106300 | 0.5416 | 0.0296 | 0.3060 | 0.7907 | 0.3060 |
| 0.501 | 10.4457 | 106400 | 0.5490 | 0.0296 | 0.3048 | 0.7876 | 0.3048 |
| 0.5279 | 10.4555 | 106500 | 0.5437 | 0.0296 | 0.3061 | 0.7900 | 0.3061 |
| 0.491 | 10.4653 | 106600 | 0.5465 | 0.0296 | 0.3039 | 0.7902 | 0.3039 |
| 0.4978 | 10.4752 | 106700 | 0.5454 | 0.0296 | 0.3044 | 0.7889 | 0.3044 |
| 0.5228 | 10.4850 | 106800 | 0.5500 | 0.0296 | 0.3003 | 0.7871 | 0.3003 |
| 0.4727 | 10.4948 | 106900 | 0.5419 | 0.0296 | 0.3104 | 0.7917 | 0.3104 |
| 0.5081 | 10.5046 | 107000 | 0.5468 | 0.0296 | 0.3030 | 0.7900 | 0.3030 |
| 0.4806 | 10.5144 | 107100 | 0.5416 | 0.0296 | 0.3135 | 0.7913 | 0.3135 |
| 0.5651 | 10.5242 | 107200 | 0.5441 | 0.0296 | 0.3026 | 0.7883 | 0.3026 |
| 0.4552 | 10.5341 | 107300 | 0.5466 | 0.0296 | 0.3103 | 0.7891 | 0.3103 |
| 0.5026 | 10.5439 | 107400 | 0.5468 | 0.0296 | 0.3049 | 0.7895 | 0.3049 |
| 0.504 | 10.5537 | 107500 | 0.5427 | 0.0296 | 0.3071 | 0.7909 | 0.3071 |
| 0.4942 | 10.5635 | 107600 | 0.5398 | 0.0296 | 0.3100 | 0.7917 | 0.3100 |
| 0.5476 | 10.5733 | 107700 | 0.5406 | 0.0296 | 0.3049 | 0.7909 | 0.3049 |
| 0.4828 | 10.5832 | 107800 | 0.5462 | 0.0296 | 0.3018 | 0.7878 | 0.3018 |
| 0.541 | 10.5930 | 107900 | 0.5453 | 0.0296 | 0.3037 | 0.7898 | 0.3037 |
| 0.4648 | 10.6028 | 108000 | 0.5450 | 0.0296 | 0.3070 | 0.7898 | 0.3070 |
| 0.5314 | 10.6126 | 108100 | 0.5449 | 0.0296 | 0.3049 | 0.7894 | 0.3049 |
| 0.4379 | 10.6224 | 108200 | 0.5462 | 0.0296 | 0.3026 | 0.7887 | 0.3026 |
| 0.5281 | 10.6322 | 108300 | 0.5429 | 0.0296 | 0.3052 | 0.7896 | 0.3052 |
| 0.5419 | 10.6421 | 108400 | 0.5488 | 0.0296 | 0.3062 | 0.7888 | 0.3062 |
| 0.5493 | 10.6519 | 108500 | 0.5428 | 0.0296 | 0.3100 | 0.7911 | 0.3100 |
| 0.5277 | 10.6617 | 108600 | 0.5423 | 0.0296 | 0.3121 | 0.7909 | 0.3121 |
| 0.493 | 10.6715 | 108700 | 0.5367 | 0.0296 | 0.3096 | 0.7926 | 0.3096 |
| 0.4761 | 10.6813 | 108800 | 0.5426 | 0.0296 | 0.3018 | 0.7900 | 0.3018 |
| 0.5017 | 10.6911 | 108900 | 0.5403 | 0.0296 | 0.3090 | 0.7907 | 0.3090 |
| 0.4958 | 10.7010 | 109000 | 0.5472 | 0.0296 | 0.3080 | 0.7899 | 0.3080 |
| 0.5281 | 10.7108 | 109100 | 0.5415 | 0.0296 | 0.3049 | 0.7899 | 0.3049 |
| 0.4913 | 10.7206 | 109200 | 0.5415 | 0.0296 | 0.3027 | 0.7912 | 0.3027 |
| 0.5305 | 10.7304 | 109300 | 0.5443 | 0.0296 | 0.3073 | 0.7917 | 0.3073 |
| 0.559 | 10.7402 | 109400 | 0.5446 | 0.0296 | 0.3041 | 0.7909 | 0.3041 |
| 0.4949 | 10.7500 | 109500 | 0.5408 | 0.0296 | 0.3105 | 0.7916 | 0.3105 |
| 0.5259 | 10.7599 | 109600 | 0.5425 | 0.0296 | 0.3015 | 0.7897 | 0.3015 |
| 0.5168 | 10.7697 | 109700 | 0.5413 | 0.0296 | 0.3088 | 0.7908 | 0.3088 |
| 0.5344 | 10.7795 | 109800 | 0.5395 | 0.0296 | 0.3034 | 0.7893 | 0.3034 |
| 0.5489 | 10.7893 | 109900 | 0.5403 | 0.0296 | 0.3035 | 0.7907 | 0.3035 |
| 0.5125 | 10.7991 | 110000 | 0.5387 | 0.0296 | 0.3060 | 0.7907 | 0.3060 |
| 0.5748 | 10.8090 | 110100 | 0.5415 | 0.0296 | 0.3074 | 0.7902 | 0.3074 |
| 0.5156 | 10.8188 | 110200 | 0.5418 | 0.0296 | 0.3049 | 0.7905 | 0.3049 |
| 0.5141 | 10.8286 | 110300 | 0.5444 | 0.0296 | 0.3053 | 0.7898 | 0.3053 |
| 0.5431 | 10.8384 | 110400 | 0.5393 | 0.0296 | 0.3058 | 0.7906 | 0.3058 |
| 0.5074 | 10.8482 | 110500 | 0.5411 | 0.0296 | 0.3064 | 0.7917 | 0.3064 |
| 0.5285 | 10.8580 | 110600 | 0.5389 | 0.0296 | 0.3057 | 0.7911 | 0.3057 |
| 0.5126 | 10.8679 | 110700 | 0.5397 | 0.0296 | 0.3094 | 0.7922 | 0.3094 |
| 0.5006 | 10.8777 | 110800 | 0.5406 | 0.0296 | 0.3117 | 0.7908 | 0.3117 |
| 0.4857 | 10.8875 | 110900 | 0.5405 | 0.0296 | 0.3057 | 0.7901 | 0.3057 |
| 0.4722 | 10.8973 | 111000 | 0.5473 | 0.0296 | 0.3059 | 0.7903 | 0.3059 |
| 0.4436 | 10.9071 | 111100 | 0.5460 | 0.0296 | 0.3060 | 0.7891 | 0.3060 |
| 0.5221 | 10.9169 | 111200 | 0.5447 | 0.0296 | 0.3087 | 0.7898 | 0.3087 |
| 0.5083 | 10.9268 | 111300 | 0.5418 | 0.0296 | 0.3079 | 0.7909 | 0.3079 |
| 0.5089 | 10.9366 | 111400 | 0.5401 | 0.0296 | 0.3089 | 0.7910 | 0.3089 |
| 0.4871 | 10.9464 | 111500 | 0.5378 | 0.0296 | 0.3120 | 0.7929 | 0.3120 |
| 0.5531 | 10.9562 | 111600 | 0.5396 | 0.0296 | 0.3084 | 0.7923 | 0.3084 |
| 0.5162 | 10.9660 | 111700 | 0.5398 | 0.0296 | 0.3104 | 0.7921 | 0.3104 |
| 0.5077 | 10.9758 | 111800 | 0.5424 | 0.0296 | 0.3042 | 0.7901 | 0.3042 |
| 0.5155 | 10.9857 | 111900 | 0.5413 | 0.0296 | 0.3073 | 0.7902 | 0.3073 |
| 0.4913 | 10.9955 | 112000 | 0.5407 | 0.0296 | 0.3064 | 0.7936 | 0.3064 |
| 0.5053 | 11.0053 | 112100 | 0.5469 | 0.0296 | 0.3062 | 0.7901 | 0.3062 |
| 0.499 | 11.0151 | 112200 | 0.5379 | 0.0296 | 0.3115 | 0.7933 | 0.3115 |
| 0.4261 | 11.0249 | 112300 | 0.5412 | 0.0296 | 0.3035 | 0.7911 | 0.3035 |
| 0.4961 | 11.0348 | 112400 | 0.5368 | 0.0296 | 0.3077 | 0.7926 | 0.3077 |
| 0.4912 | 11.0446 | 112500 | 0.5422 | 0.0296 | 0.3060 | 0.7904 | 0.3060 |
| 0.5107 | 11.0544 | 112600 | 0.5406 | 0.0296 | 0.3060 | 0.7902 | 0.3060 |
| 0.4728 | 11.0642 | 112700 | 0.5400 | 0.0296 | 0.3077 | 0.7910 | 0.3077 |
| 0.5073 | 11.0740 | 112800 | 0.5422 | 0.0296 | 0.3054 | 0.7898 | 0.3054 |
| 0.5124 | 11.0838 | 112900 | 0.5427 | 0.0296 | 0.3057 | 0.7904 | 0.3057 |
| 0.5221 | 11.0937 | 113000 | 0.5352 | 0.0296 | 0.3129 | 0.7934 | 0.3129 |
| 0.4386 | 11.1035 | 113100 | 0.5465 | 0.0296 | 0.3067 | 0.7894 | 0.3067 |
| 0.5075 | 11.1133 | 113200 | 0.5382 | 0.0296 | 0.3141 | 0.7935 | 0.3141 |
| 0.4776 | 11.1231 | 113300 | 0.5459 | 0.0296 | 0.3027 | 0.7898 | 0.3027 |
| 0.5127 | 11.1329 | 113400 | 0.5378 | 0.0296 | 0.3088 | 0.7934 | 0.3088 |
| 0.525 | 11.1427 | 113500 | 0.5420 | 0.0296 | 0.3097 | 0.7927 | 0.3097 |
| 0.5105 | 11.1526 | 113600 | 0.5488 | 0.0296 | 0.3055 | 0.7891 | 0.3055 |
| 0.5019 | 11.1624 | 113700 | 0.5432 | 0.0296 | 0.3055 | 0.7906 | 0.3055 |
| 0.5147 | 11.1722 | 113800 | 0.5378 | 0.0296 | 0.3072 | 0.7916 | 0.3072 |
| 0.5058 | 11.1820 | 113900 | 0.5440 | 0.0296 | 0.3092 | 0.7907 | 0.3092 |
| 0.5012 | 11.1918 | 114000 | 0.5406 | 0.0296 | 0.3104 | 0.7909 | 0.3104 |
| 0.5023 | 11.2016 | 114100 | 0.5391 | 0.0296 | 0.3060 | 0.7914 | 0.3060 |
| 0.5176 | 11.2115 | 114200 | 0.5516 | 0.0296 | 0.3037 | 0.7885 | 0.3037 |
| 0.5588 | 11.2213 | 114300 | 0.5354 | 0.0296 | 0.3114 | 0.7929 | 0.3114 |
| 0.4966 | 11.2311 | 114400 | 0.5429 | 0.0296 | 0.3064 | 0.7913 | 0.3064 |
| 0.5293 | 11.2409 | 114500 | 0.5411 | 0.0296 | 0.3066 | 0.7899 | 0.3066 |
| 0.5322 | 11.2507 | 114600 | 0.5434 | 0.0296 | 0.3034 | 0.7893 | 0.3034 |
| 0.5267 | 11.2606 | 114700 | 0.5327 | 0.0296 | 0.3152 | 0.7946 | 0.3152 |
| 0.5129 | 11.2704 | 114800 | 0.5432 | 0.0296 | 0.3084 | 0.7898 | 0.3084 |
| 0.4904 | 11.2802 | 114900 | 0.5346 | 0.0296 | 0.3173 | 0.7942 | 0.3173 |
| 0.4537 | 11.2900 | 115000 | 0.5384 | 0.0296 | 0.3066 | 0.7921 | 0.3066 |
| 0.4717 | 11.2998 | 115100 | 0.5387 | 0.0296 | 0.3095 | 0.7919 | 0.3095 |
| 0.5146 | 11.3096 | 115200 | 0.5412 | 0.0296 | 0.3067 | 0.7904 | 0.3067 |
| 0.4736 | 11.3195 | 115300 | 0.5353 | 0.0296 | 0.3152 | 0.7937 | 0.3152 |
| 0.4997 | 11.3293 | 115400 | 0.5342 | 0.0296 | 0.3191 | 0.7952 | 0.3191 |
| 0.5745 | 11.3391 | 115500 | 0.5381 | 0.0296 | 0.3106 | 0.7927 | 0.3106 |
| 0.5233 | 11.3489 | 115600 | 0.5403 | 0.0296 | 0.3071 | 0.7915 | 0.3071 |
| 0.5621 | 11.3587 | 115700 | 0.5435 | 0.0296 | 0.3065 | 0.7900 | 0.3065 |
| 0.5088 | 11.3685 | 115800 | 0.5363 | 0.0296 | 0.3134 | 0.7938 | 0.3134 |
| 0.5496 | 11.3784 | 115900 | 0.5410 | 0.0296 | 0.3056 | 0.7901 | 0.3056 |
| 0.5308 | 11.3882 | 116000 | 0.5379 | 0.0296 | 0.3111 | 0.7918 | 0.3111 |
| 0.4845 | 11.3980 | 116100 | 0.5367 | 0.0296 | 0.3093 | 0.7929 | 0.3093 |
| 0.5129 | 11.4078 | 116200 | 0.5363 | 0.0296 | 0.3098 | 0.7923 | 0.3098 |
| 0.5155 | 11.4176 | 116300 | 0.5427 | 0.0296 | 0.3072 | 0.7902 | 0.3072 |
| 0.5329 | 11.4274 | 116400 | 0.5379 | 0.0296 | 0.3115 | 0.7922 | 0.3115 |
| 0.456 | 11.4373 | 116500 | 0.5382 | 0.0296 | 0.3146 | 0.7929 | 0.3146 |
| 0.5752 | 11.4471 | 116600 | 0.5372 | 0.0296 | 0.3171 | 0.7944 | 0.3171 |
| 0.4667 | 11.4569 | 116700 | 0.5366 | 0.0296 | 0.3133 | 0.7935 | 0.3133 |
| 0.4939 | 11.4667 | 116800 | 0.5366 | 0.0296 | 0.3118 | 0.7918 | 0.3118 |
| 0.5033 | 11.4765 | 116900 | 0.5357 | 0.0296 | 0.3117 | 0.7947 | 0.3117 |
| 0.5438 | 11.4864 | 117000 | 0.5362 | 0.0296 | 0.3126 | 0.7937 | 0.3126 |
| 0.5025 | 11.4962 | 117100 | 0.5363 | 0.0296 | 0.3116 | 0.7924 | 0.3116 |
| 0.5094 | 11.5060 | 117200 | 0.5380 | 0.0296 | 0.3107 | 0.7920 | 0.3107 |
| 0.5349 | 11.5158 | 117300 | 0.5309 | 0.0296 | 0.3122 | 0.7942 | 0.3122 |
| 0.5487 | 11.5256 | 117400 | 0.5374 | 0.0296 | 0.3082 | 0.7920 | 0.3082 |
| 0.5325 | 11.5354 | 117500 | 0.5362 | 0.0296 | 0.3107 | 0.7921 | 0.3107 |
| 0.4975 | 11.5453 | 117600 | 0.5367 | 0.0296 | 0.3068 | 0.7916 | 0.3068 |
| 0.5131 | 11.5551 | 117700 | 0.5381 | 0.0296 | 0.3093 | 0.7909 | 0.3093 |
| 0.4977 | 11.5649 | 117800 | 0.5379 | 0.0296 | 0.3145 | 0.7934 | 0.3145 |
| 0.4991 | 11.5747 | 117900 | 0.5371 | 0.0296 | 0.3077 | 0.7916 | 0.3077 |
| 0.493 | 11.5845 | 118000 | 0.5397 | 0.0296 | 0.3098 | 0.7915 | 0.3098 |
| 0.4717 | 11.5943 | 118100 | 0.5424 | 0.0296 | 0.3120 | 0.7922 | 0.3120 |
| 0.4834 | 11.6042 | 118200 | 0.5423 | 0.0296 | 0.3091 | 0.7923 | 0.3091 |
| 0.5073 | 11.6140 | 118300 | 0.5361 | 0.0296 | 0.3126 | 0.7940 | 0.3126 |
| 0.4889 | 11.6238 | 118400 | 0.5381 | 0.0296 | 0.3165 | 0.7938 | 0.3165 |
| 0.5025 | 11.6336 | 118500 | 0.5363 | 0.0296 | 0.3130 | 0.7938 | 0.3130 |
| 0.5304 | 11.6434 | 118600 | 0.5374 | 0.0296 | 0.3144 | 0.7931 | 0.3144 |
| 0.4948 | 11.6532 | 118700 | 0.5344 | 0.0296 | 0.3091 | 0.7927 | 0.3091 |
| 0.5299 | 11.6631 | 118800 | 0.5396 | 0.0296 | 0.3067 | 0.7913 | 0.3067 |
| 0.5376 | 11.6729 | 118900 | 0.5457 | 0.0296 | 0.3075 | 0.7902 | 0.3075 |
| 0.5715 | 11.6827 | 119000 | 0.5375 | 0.0296 | 0.3074 | 0.7915 | 0.3074 |
| 0.5354 | 11.6925 | 119100 | 0.5387 | 0.0296 | 0.3133 | 0.7923 | 0.3133 |
| 0.452 | 11.7023 | 119200 | 0.5349 | 0.0296 | 0.3146 | 0.7941 | 0.3146 |
| 0.4901 | 11.7122 | 119300 | 0.5362 | 0.0296 | 0.3131 | 0.7936 | 0.3131 |
| 0.499 | 11.7220 | 119400 | 0.5387 | 0.0296 | 0.3091 | 0.7939 | 0.3091 |
| 0.5146 | 11.7318 | 119500 | 0.5375 | 0.0296 | 0.3106 | 0.7942 | 0.3106 |
| 0.5218 | 11.7416 | 119600 | 0.5383 | 0.0296 | 0.3079 | 0.7915 | 0.3079 |
| 0.5678 | 11.7514 | 119700 | 0.5333 | 0.0296 | 0.3145 | 0.7935 | 0.3145 |
| 0.5402 | 11.7612 | 119800 | 0.5390 | 0.0296 | 0.3120 | 0.7912 | 0.3120 |
| 0.5387 | 11.7711 | 119900 | 0.5382 | 0.0296 | 0.3134 | 0.7926 | 0.3134 |
| 0.4931 | 11.7809 | 120000 | 0.5392 | 0.0296 | 0.3093 | 0.7924 | 0.3093 |
| 0.4911 | 11.7907 | 120100 | 0.5360 | 0.0296 | 0.3146 | 0.7942 | 0.3146 |
| 0.484 | 11.8005 | 120200 | 0.5335 | 0.0296 | 0.3162 | 0.7942 | 0.3162 |
| 0.447 | 11.8103 | 120300 | 0.5389 | 0.0296 | 0.3116 | 0.7928 | 0.3116 |
| 0.5277 | 11.8201 | 120400 | 0.5367 | 0.0296 | 0.3150 | 0.7937 | 0.3150 |
| 0.5422 | 11.8300 | 120500 | 0.5354 | 0.0296 | 0.3151 | 0.7942 | 0.3151 |
| 0.5221 | 11.8398 | 120600 | 0.5426 | 0.0296 | 0.3059 | 0.7903 | 0.3059 |
| 0.446 | 11.8496 | 120700 | 0.5348 | 0.0296 | 0.3139 | 0.7934 | 0.3139 |
| 0.5135 | 11.8594 | 120800 | 0.5410 | 0.0296 | 0.3130 | 0.7920 | 0.3130 |
| 0.518 | 11.8692 | 120900 | 0.5379 | 0.0296 | 0.3102 | 0.7930 | 0.3102 |
| 0.5036 | 11.8790 | 121000 | 0.5361 | 0.0296 | 0.3115 | 0.7929 | 0.3115 |
| 0.5316 | 11.8889 | 121100 | 0.5346 | 0.0296 | 0.3120 | 0.7925 | 0.3120 |
| 0.4974 | 11.8987 | 121200 | 0.5415 | 0.0296 | 0.3080 | 0.7900 | 0.3080 |
| 0.5037 | 11.9085 | 121300 | 0.5366 | 0.0296 | 0.3064 | 0.7914 | 0.3064 |
| 0.5207 | 11.9183 | 121400 | 0.5323 | 0.0296 | 0.3155 | 0.7947 | 0.3155 |
| 0.503 | 11.9281 | 121500 | 0.5374 | 0.0296 | 0.3107 | 0.7910 | 0.3107 |
| 0.5098 | 11.9380 | 121600 | 0.5337 | 0.0296 | 0.3173 | 0.7937 | 0.3173 |
| 0.5441 | 11.9478 | 121700 | 0.5366 | 0.0296 | 0.3110 | 0.7927 | 0.3110 |
| 0.5123 | 11.9576 | 121800 | 0.5357 | 0.0296 | 0.3172 | 0.7944 | 0.3172 |
| 0.5008 | 11.9674 | 121900 | 0.5382 | 0.0296 | 0.3099 | 0.7921 | 0.3099 |
| 0.5341 | 11.9772 | 122000 | 0.5384 | 0.0296 | 0.3129 | 0.7930 | 0.3129 |
| 0.5745 | 11.9870 | 122100 | 0.5319 | 0.0296 | 0.3155 | 0.7947 | 0.3155 |
| 0.5439 | 11.9969 | 122200 | 0.5331 | 0.0296 | 0.3139 | 0.7942 | 0.3139 |
| 0.4732 | 12.0067 | 122300 | 0.5428 | 0.0296 | 0.3104 | 0.7933 | 0.3104 |
| 0.4824 | 12.0165 | 122400 | 0.5393 | 0.0296 | 0.3077 | 0.7912 | 0.3077 |
| 0.471 | 12.0263 | 122500 | 0.5375 | 0.0296 | 0.3134 | 0.7928 | 0.3134 |
| 0.5166 | 12.0361 | 122600 | 0.5381 | 0.0296 | 0.3109 | 0.7913 | 0.3109 |
| 0.5046 | 12.0459 | 122700 | 0.5315 | 0.0296 | 0.3199 | 0.7951 | 0.3199 |
| 0.4605 | 12.0558 | 122800 | 0.5360 | 0.0296 | 0.3115 | 0.7919 | 0.3115 |
| 0.4813 | 12.0656 | 122900 | 0.5392 | 0.0296 | 0.3101 | 0.7918 | 0.3101 |
| 0.5411 | 12.0754 | 123000 | 0.5386 | 0.0296 | 0.3160 | 0.7926 | 0.3160 |
| 0.4806 | 12.0852 | 123100 | 0.5367 | 0.0296 | 0.3114 | 0.7920 | 0.3114 |
| 0.5132 | 12.0950 | 123200 | 0.5342 | 0.0296 | 0.3168 | 0.7942 | 0.3168 |
| 0.5261 | 12.1048 | 123300 | 0.5358 | 0.0296 | 0.3138 | 0.7924 | 0.3138 |
| 0.5001 | 12.1147 | 123400 | 0.5307 | 0.0296 | 0.3176 | 0.7948 | 0.3176 |
| 0.5367 | 12.1245 | 123500 | 0.5365 | 0.0296 | 0.3155 | 0.7928 | 0.3155 |
| 0.4488 | 12.1343 | 123600 | 0.5322 | 0.0296 | 0.3174 | 0.7944 | 0.3174 |
| 0.5278 | 12.1441 | 123700 | 0.5340 | 0.0296 | 0.3134 | 0.7947 | 0.3134 |
| 0.4963 | 12.1539 | 123800 | 0.5322 | 0.0296 | 0.3146 | 0.7936 | 0.3146 |
| 0.5296 | 12.1638 | 123900 | 0.5388 | 0.0296 | 0.3131 | 0.7923 | 0.3131 |
| 0.4717 | 12.1736 | 124000 | 0.5313 | 0.0296 | 0.3129 | 0.7942 | 0.3129 |
| 0.4985 | 12.1834 | 124100 | 0.5352 | 0.0296 | 0.3163 | 0.7952 | 0.3163 |
| 0.4742 | 12.1932 | 124200 | 0.5324 | 0.0296 | 0.3134 | 0.7926 | 0.3134 |
| 0.5148 | 12.2030 | 124300 | 0.5359 | 0.0296 | 0.3151 | 0.7932 | 0.3151 |
| 0.4838 | 12.2128 | 124400 | 0.5393 | 0.0296 | 0.3130 | 0.7912 | 0.3130 |
| 0.4853 | 12.2227 | 124500 | 0.5358 | 0.0296 | 0.3124 | 0.7928 | 0.3124 |
| 0.4466 | 12.2325 | 124600 | 0.5350 | 0.0296 | 0.3120 | 0.7935 | 0.3120 |
| 0.536 | 12.2423 | 124700 | 0.5348 | 0.0296 | 0.3190 | 0.7940 | 0.3190 |
| 0.5183 | 12.2521 | 124800 | 0.5346 | 0.0296 | 0.3136 | 0.7937 | 0.3136 |
| 0.4818 | 12.2619 | 124900 | 0.5391 | 0.0296 | 0.3111 | 0.7909 | 0.3111 |
| 0.5276 | 12.2717 | 125000 | 0.5334 | 0.0296 | 0.3124 | 0.7931 | 0.3124 |
| 0.5066 | 12.2816 | 125100 | 0.5365 | 0.0296 | 0.3173 | 0.7932 | 0.3173 |
| 0.5177 | 12.2914 | 125200 | 0.5346 | 0.0296 | 0.3139 | 0.7938 | 0.3139 |
| 0.4936 | 12.3012 | 125300 | 0.5351 | 0.0296 | 0.3153 | 0.7948 | 0.3153 |
| 0.516 | 12.3110 | 125400 | 0.5296 | 0.0296 | 0.3201 | 0.7959 | 0.3201 |
| 0.5188 | 12.3208 | 125500 | 0.5346 | 0.0296 | 0.3124 | 0.7931 | 0.3124 |
| 0.5045 | 12.3306 | 125600 | 0.5317 | 0.0296 | 0.3187 | 0.7955 | 0.3187 |
| 0.4915 | 12.3405 | 125700 | 0.5325 | 0.0296 | 0.3142 | 0.7943 | 0.3142 |
| 0.5369 | 12.3503 | 125800 | 0.5381 | 0.0296 | 0.3109 | 0.7926 | 0.3109 |
| 0.5526 | 12.3601 | 125900 | 0.5301 | 0.0296 | 0.3173 | 0.7958 | 0.3173 |
| 0.5364 | 12.3699 | 126000 | 0.5368 | 0.0296 | 0.3082 | 0.7931 | 0.3082 |
| 0.5359 | 12.3797 | 126100 | 0.5377 | 0.0296 | 0.3093 | 0.7922 | 0.3093 |
| 0.5318 | 12.3896 | 126200 | 0.5373 | 0.0296 | 0.3072 | 0.7921 | 0.3072 |
| 0.5107 | 12.3994 | 126300 | 0.5352 | 0.0296 | 0.3190 | 0.7943 | 0.3190 |
| 0.5489 | 12.4092 | 126400 | 0.5390 | 0.0296 | 0.3107 | 0.7923 | 0.3107 |
| 0.4653 | 12.4190 | 126500 | 0.5362 | 0.0296 | 0.3155 | 0.7934 | 0.3155 |
| 0.5131 | 12.4288 | 126600 | 0.5383 | 0.0296 | 0.3091 | 0.7930 | 0.3091 |
| 0.5306 | 12.4386 | 126700 | 0.5321 | 0.0296 | 0.3132 | 0.7937 | 0.3132 |
| 0.5358 | 12.4485 | 126800 | 0.5343 | 0.0296 | 0.3169 | 0.7951 | 0.3169 |
| 0.532 | 12.4583 | 126900 | 0.5317 | 0.0296 | 0.3124 | 0.7934 | 0.3124 |
| 0.4882 | 12.4681 | 127000 | 0.5301 | 0.0296 | 0.3158 | 0.7961 | 0.3158 |
| 0.5072 | 12.4779 | 127100 | 0.5331 | 0.0296 | 0.3121 | 0.7943 | 0.3121 |
| 0.5348 | 12.4877 | 127200 | 0.5368 | 0.0296 | 0.3111 | 0.7934 | 0.3111 |
| 0.5324 | 12.4975 | 127300 | 0.5323 | 0.0296 | 0.3104 | 0.7934 | 0.3104 |
| 0.53 | 12.5074 | 127400 | 0.5323 | 0.0296 | 0.3107 | 0.7935 | 0.3107 |
| 0.486 | 12.5172 | 127500 | 0.5314 | 0.0296 | 0.3150 | 0.7940 | 0.3150 |
| 0.5211 | 12.5270 | 127600 | 0.5330 | 0.0296 | 0.3181 | 0.7946 | 0.3181 |
| 0.5208 | 12.5368 | 127700 | 0.5370 | 0.0296 | 0.3114 | 0.7931 | 0.3114 |
| 0.4786 | 12.5466 | 127800 | 0.5335 | 0.0296 | 0.3160 | 0.7942 | 0.3160 |
| 0.4727 | 12.5565 | 127900 | 0.5303 | 0.0296 | 0.3125 | 0.7935 | 0.3125 |
| 0.4779 | 12.5663 | 128000 | 0.5401 | 0.0296 | 0.3117 | 0.7928 | 0.3117 |
| 0.5252 | 12.5761 | 128100 | 0.5331 | 0.0296 | 0.3195 | 0.7951 | 0.3195 |
| 0.4967 | 12.5859 | 128200 | 0.5341 | 0.0296 | 0.3165 | 0.7951 | 0.3165 |
| 0.5 | 12.5957 | 128300 | 0.5331 | 0.0296 | 0.3167 | 0.7944 | 0.3167 |
| 0.4601 | 12.6055 | 128400 | 0.5309 | 0.0296 | 0.3178 | 0.7948 | 0.3178 |
| 0.4803 | 12.6154 | 128500 | 0.5351 | 0.0296 | 0.3109 | 0.7925 | 0.3109 |
| 0.4788 | 12.6252 | 128600 | 0.5313 | 0.0296 | 0.3115 | 0.7946 | 0.3115 |
| 0.5322 | 12.6350 | 128700 | 0.5374 | 0.0296 | 0.3156 | 0.7938 | 0.3156 |
| 0.5155 | 12.6448 | 128800 | 0.5366 | 0.0296 | 0.3207 | 0.7947 | 0.3207 |
| 0.5185 | 12.6546 | 128900 | 0.5310 | 0.0296 | 0.3184 | 0.7962 | 0.3184 |
| 0.4945 | 12.6644 | 129000 | 0.5362 | 0.0296 | 0.3123 | 0.7926 | 0.3123 |
| 0.4501 | 12.6743 | 129100 | 0.5342 | 0.0296 | 0.3187 | 0.7958 | 0.3187 |
| 0.4778 | 12.6841 | 129200 | 0.5296 | 0.0296 | 0.3175 | 0.7951 | 0.3175 |
| 0.5457 | 12.6939 | 129300 | 0.5404 | 0.0296 | 0.3126 | 0.7928 | 0.3126 |
| 0.5475 | 12.7037 | 129400 | 0.5305 | 0.0296 | 0.3125 | 0.7944 | 0.3125 |
| 0.515 | 12.7135 | 129500 | 0.5355 | 0.0296 | 0.3107 | 0.7932 | 0.3107 |
| 0.5169 | 12.7233 | 129600 | 0.5327 | 0.0296 | 0.3126 | 0.7935 | 0.3126 |
| 0.5157 | 12.7332 | 129700 | 0.5336 | 0.0296 | 0.3150 | 0.7935 | 0.3150 |
| 0.5153 | 12.7430 | 129800 | 0.5278 | 0.0296 | 0.3201 | 0.7963 | 0.3201 |
| 0.4765 | 12.7528 | 129900 | 0.5311 | 0.0296 | 0.3177 | 0.7949 | 0.3177 |
| 0.5171 | 12.7626 | 130000 | 0.5333 | 0.0296 | 0.3171 | 0.7939 | 0.3171 |
| 0.5405 | 12.7724 | 130100 | 0.5370 | 0.0296 | 0.3127 | 0.7920 | 0.3127 |
| 0.5974 | 12.7823 | 130200 | 0.5293 | 0.0296 | 0.3144 | 0.7950 | 0.3144 |
| 0.4927 | 12.7921 | 130300 | 0.5297 | 0.0296 | 0.3172 | 0.7945 | 0.3172 |
| 0.5495 | 12.8019 | 130400 | 0.5306 | 0.0296 | 0.3144 | 0.7950 | 0.3144 |
| 0.4658 | 12.8117 | 130500 | 0.5347 | 0.0296 | 0.3175 | 0.7945 | 0.3175 |
| 0.5662 | 12.8215 | 130600 | 0.5326 | 0.0296 | 0.3184 | 0.7936 | 0.3184 |
| 0.4862 | 12.8313 | 130700 | 0.5319 | 0.0296 | 0.3164 | 0.7931 | 0.3164 |
| 0.461 | 12.8412 | 130800 | 0.5279 | 0.0296 | 0.3216 | 0.7969 | 0.3216 |
| 0.5082 | 12.8510 | 130900 | 0.5301 | 0.0296 | 0.3178 | 0.7965 | 0.3178 |
| 0.4748 | 12.8608 | 131000 | 0.5321 | 0.0296 | 0.3149 | 0.7955 | 0.3149 |
| 0.5625 | 12.8706 | 131100 | 0.5354 | 0.0296 | 0.3168 | 0.7940 | 0.3168 |
| 0.524 | 12.8804 | 131200 | 0.5284 | 0.0296 | 0.3153 | 0.7964 | 0.3153 |
| 0.4938 | 12.8902 | 131300 | 0.5342 | 0.0296 | 0.3190 | 0.7952 | 0.3190 |
| 0.4816 | 12.9001 | 131400 | 0.5334 | 0.0296 | 0.3177 | 0.7947 | 0.3177 |
| 0.5219 | 12.9099 | 131500 | 0.5327 | 0.0296 | 0.3158 | 0.7938 | 0.3158 |
| 0.5105 | 12.9197 | 131600 | 0.5343 | 0.0296 | 0.3142 | 0.7928 | 0.3142 |
| 0.5026 | 12.9295 | 131700 | 0.5334 | 0.0296 | 0.3163 | 0.7926 | 0.3163 |
| 0.5499 | 12.9393 | 131800 | 0.5349 | 0.0296 | 0.3098 | 0.7931 | 0.3098 |
| 0.519 | 12.9491 | 131900 | 0.5284 | 0.0296 | 0.3187 | 0.7957 | 0.3187 |
| 0.5167 | 12.9590 | 132000 | 0.5336 | 0.0296 | 0.3154 | 0.7925 | 0.3154 |
| 0.4449 | 12.9688 | 132100 | 0.5309 | 0.0296 | 0.3125 | 0.7930 | 0.3125 |
| 0.5734 | 12.9786 | 132200 | 0.5410 | 0.0296 | 0.3063 | 0.7914 | 0.3063 |
| 0.5557 | 12.9884 | 132300 | 0.5270 | 0.0296 | 0.3189 | 0.7958 | 0.3189 |
| 0.4729 | 12.9982 | 132400 | 0.5318 | 0.0296 | 0.3141 | 0.7939 | 0.3141 |
| 0.4996 | 13.0081 | 132500 | 0.5303 | 0.0296 | 0.3130 | 0.7947 | 0.3130 |
| 0.5587 | 13.0179 | 132600 | 0.5323 | 0.0296 | 0.3155 | 0.7943 | 0.3155 |
| 0.5811 | 13.0277 | 132700 | 0.5401 | 0.0296 | 0.3093 | 0.7912 | 0.3093 |
| 0.4712 | 13.0375 | 132800 | 0.5293 | 0.0296 | 0.3242 | 0.7962 | 0.3242 |
| 0.487 | 13.0473 | 132900 | 0.5334 | 0.0296 | 0.3198 | 0.7947 | 0.3198 |
| 0.5265 | 13.0571 | 133000 | 0.5319 | 0.0296 | 0.3200 | 0.7955 | 0.3200 |
| 0.4832 | 13.0670 | 133100 | 0.5316 | 0.0296 | 0.3140 | 0.7955 | 0.3140 |
| 0.5215 | 13.0768 | 133200 | 0.5302 | 0.0296 | 0.3176 | 0.7953 | 0.3176 |
| 0.5196 | 13.0866 | 133300 | 0.5329 | 0.0296 | 0.3144 | 0.7933 | 0.3144 |
| 0.5065 | 13.0964 | 133400 | 0.5291 | 0.0296 | 0.3169 | 0.7954 | 0.3169 |
| 0.5199 | 13.1062 | 133500 | 0.5306 | 0.0296 | 0.3189 | 0.7954 | 0.3189 |
| 0.5199 | 13.1160 | 133600 | 0.5273 | 0.0296 | 0.3171 | 0.7950 | 0.3171 |
| 0.5113 | 13.1259 | 133700 | 0.5354 | 0.0296 | 0.3103 | 0.7918 | 0.3103 |
| 0.5039 | 13.1357 | 133800 | 0.5318 | 0.0296 | 0.3149 | 0.7947 | 0.3149 |
| 0.4857 | 13.1455 | 133900 | 0.5278 | 0.0296 | 0.3204 | 0.7969 | 0.3204 |
| 0.4742 | 13.1553 | 134000 | 0.5298 | 0.0296 | 0.3173 | 0.7954 | 0.3173 |
| 0.5208 | 13.1651 | 134100 | 0.5423 | 0.0296 | 0.3105 | 0.7920 | 0.3105 |
| 0.51 | 13.1749 | 134200 | 0.5320 | 0.0296 | 0.3086 | 0.7941 | 0.3086 |
| 0.5127 | 13.1848 | 134300 | 0.5300 | 0.0296 | 0.3132 | 0.7959 | 0.3132 |
| 0.5034 | 13.1946 | 134400 | 0.5285 | 0.0296 | 0.3120 | 0.7950 | 0.3120 |
| 0.4756 | 13.2044 | 134500 | 0.5266 | 0.0296 | 0.3169 | 0.7972 | 0.3169 |
| 0.5255 | 13.2142 | 134600 | 0.5296 | 0.0296 | 0.3175 | 0.7954 | 0.3175 |
| 0.5058 | 13.2240 | 134700 | 0.5270 | 0.0296 | 0.3188 | 0.7970 | 0.3188 |
| 0.4765 | 13.2339 | 134800 | 0.5296 | 0.0296 | 0.3180 | 0.7950 | 0.3180 |
| 0.502 | 13.2437 | 134900 | 0.5313 | 0.0296 | 0.3184 | 0.7954 | 0.3184 |
| 0.4943 | 13.2535 | 135000 | 0.5305 | 0.0296 | 0.3169 | 0.7953 | 0.3169 |
| 0.4522 | 13.2633 | 135100 | 0.5293 | 0.0296 | 0.3164 | 0.7963 | 0.3164 |
| 0.5374 | 13.2731 | 135200 | 0.5290 | 0.0296 | 0.3179 | 0.7948 | 0.3179 |
| 0.4949 | 13.2829 | 135300 | 0.5305 | 0.0296 | 0.3112 | 0.7945 | 0.3112 |
| 0.4732 | 13.2928 | 135400 | 0.5308 | 0.0296 | 0.3178 | 0.7958 | 0.3178 |
| 0.4832 | 13.3026 | 135500 | 0.5334 | 0.0296 | 0.3153 | 0.7941 | 0.3153 |
| 0.5411 | 13.3124 | 135600 | 0.5277 | 0.0296 | 0.3211 | 0.7972 | 0.3211 |
| 0.46 | 13.3222 | 135700 | 0.5360 | 0.0296 | 0.3148 | 0.7938 | 0.3148 |
| 0.474 | 13.3320 | 135800 | 0.5320 | 0.0296 | 0.3135 | 0.7954 | 0.3135 |
| 0.4317 | 13.3418 | 135900 | 0.5262 | 0.0296 | 0.3219 | 0.7968 | 0.3219 |
| 0.4762 | 13.3517 | 136000 | 0.5350 | 0.0296 | 0.3182 | 0.7945 | 0.3182 |
| 0.5087 | 13.3615 | 136100 | 0.5305 | 0.0296 | 0.3152 | 0.7947 | 0.3152 |
| 0.5242 | 13.3713 | 136200 | 0.5286 | 0.0296 | 0.3157 | 0.7944 | 0.3157 |
| 0.5563 | 13.3811 | 136300 | 0.5352 | 0.0296 | 0.3164 | 0.7936 | 0.3164 |
| 0.4918 | 13.3909 | 136400 | 0.5292 | 0.0296 | 0.3193 | 0.7952 | 0.3193 |
| 0.4835 | 13.4007 | 136500 | 0.5235 | 0.0296 | 0.3217 | 0.7966 | 0.3217 |
| 0.4922 | 13.4106 | 136600 | 0.5329 | 0.0296 | 0.3184 | 0.7943 | 0.3184 |
| 0.5404 | 13.4204 | 136700 | 0.5322 | 0.0296 | 0.3148 | 0.7953 | 0.3148 |
| 0.4733 | 13.4302 | 136800 | 0.5310 | 0.0296 | 0.3181 | 0.7938 | 0.3181 |
| 0.4565 | 13.4400 | 136900 | 0.5343 | 0.0296 | 0.3172 | 0.7949 | 0.3172 |
| 0.4734 | 13.4498 | 137000 | 0.5336 | 0.0296 | 0.3129 | 0.7931 | 0.3129 |
| 0.5263 | 13.4597 | 137100 | 0.5301 | 0.0296 | 0.3180 | 0.7950 | 0.3180 |
| 0.5119 | 13.4695 | 137200 | 0.5261 | 0.0296 | 0.3178 | 0.7961 | 0.3178 |
| 0.4824 | 13.4793 | 137300 | 0.5299 | 0.0296 | 0.3242 | 0.7970 | 0.3242 |
| 0.4692 | 13.4891 | 137400 | 0.5262 | 0.0296 | 0.3189 | 0.7968 | 0.3189 |
| 0.5429 | 13.4989 | 137500 | 0.5372 | 0.0296 | 0.3126 | 0.7940 | 0.3126 |
| 0.4542 | 13.5087 | 137600 | 0.5280 | 0.0296 | 0.3195 | 0.7955 | 0.3195 |
| 0.4722 | 13.5186 | 137700 | 0.5271 | 0.0296 | 0.3141 | 0.7956 | 0.3141 |
| 0.5169 | 13.5284 | 137800 | 0.5250 | 0.0296 | 0.3236 | 0.7984 | 0.3236 |
| 0.4829 | 13.5382 | 137900 | 0.5286 | 0.0296 | 0.3203 | 0.7962 | 0.3203 |
| 0.5085 | 13.5480 | 138000 | 0.5259 | 0.0296 | 0.3182 | 0.7971 | 0.3182 |
| 0.5258 | 13.5578 | 138100 | 0.5292 | 0.0296 | 0.3205 | 0.7953 | 0.3205 |
| 0.49 | 13.5676 | 138200 | 0.5333 | 0.0296 | 0.3122 | 0.7941 | 0.3122 |
| 0.4957 | 13.5775 | 138300 | 0.5297 | 0.0296 | 0.3174 | 0.7944 | 0.3174 |
| 0.4782 | 13.5873 | 138400 | 0.5343 | 0.0296 | 0.3132 | 0.7931 | 0.3132 |
| 0.4961 | 13.5971 | 138500 | 0.5298 | 0.0296 | 0.3166 | 0.7953 | 0.3166 |
| 0.53 | 13.6069 | 138600 | 0.5356 | 0.0296 | 0.3131 | 0.7929 | 0.3131 |
| 0.5403 | 13.6167 | 138700 | 0.5319 | 0.0296 | 0.3151 | 0.7945 | 0.3151 |
| 0.5224 | 13.6265 | 138800 | 0.5339 | 0.0296 | 0.3168 | 0.7946 | 0.3168 |
| 0.4831 | 13.6364 | 138900 | 0.5282 | 0.0296 | 0.3219 | 0.7969 | 0.3219 |
| 0.4617 | 13.6462 | 139000 | 0.5299 | 0.0296 | 0.3143 | 0.7949 | 0.3143 |
| 0.5405 | 13.6560 | 139100 | 0.5296 | 0.0296 | 0.3167 | 0.7950 | 0.3167 |
| 0.4987 | 13.6658 | 139200 | 0.5353 | 0.0296 | 0.3122 | 0.7940 | 0.3122 |
| 0.457 | 13.6756 | 139300 | 0.5311 | 0.0296 | 0.3174 | 0.7954 | 0.3174 |
| 0.5034 | 13.6855 | 139400 | 0.5251 | 0.0296 | 0.3198 | 0.7960 | 0.3198 |
| 0.5305 | 13.6953 | 139500 | 0.5258 | 0.0296 | 0.3210 | 0.7955 | 0.3210 |
| 0.5235 | 13.7051 | 139600 | 0.5269 | 0.0296 | 0.3171 | 0.7952 | 0.3171 |
| 0.5036 | 13.7149 | 139700 | 0.5379 | 0.0296 | 0.3189 | 0.7964 | 0.3189 |
| 0.5135 | 13.7247 | 139800 | 0.5281 | 0.0296 | 0.3229 | 0.7964 | 0.3229 |
| 0.526 | 13.7345 | 139900 | 0.5270 | 0.0296 | 0.3227 | 0.7975 | 0.3227 |
| 0.5548 | 13.7444 | 140000 | 0.5301 | 0.0296 | 0.3222 | 0.7959 | 0.3222 |
| 0.5662 | 13.7542 | 140100 | 0.5273 | 0.0296 | 0.3216 | 0.7965 | 0.3216 |
| 0.4806 | 13.7640 | 140200 | 0.5361 | 0.0296 | 0.3129 | 0.7939 | 0.3129 |
| 0.4931 | 13.7738 | 140300 | 0.5261 | 0.0296 | 0.3181 | 0.7961 | 0.3181 |
| 0.5416 | 13.7836 | 140400 | 0.5315 | 0.0296 | 0.3180 | 0.7945 | 0.3180 |
| 0.5205 | 13.7934 | 140500 | 0.5297 | 0.0296 | 0.3130 | 0.7956 | 0.3130 |
| 0.5048 | 13.8033 | 140600 | 0.5303 | 0.0296 | 0.3161 | 0.7950 | 0.3161 |
| 0.5087 | 13.8131 | 140700 | 0.5367 | 0.0296 | 0.3120 | 0.7920 | 0.3120 |
| 0.547 | 13.8229 | 140800 | 0.5247 | 0.0296 | 0.3174 | 0.7963 | 0.3174 |
| 0.5202 | 13.8327 | 140900 | 0.5274 | 0.0296 | 0.3144 | 0.7937 | 0.3144 |
| 0.5294 | 13.8425 | 141000 | 0.5262 | 0.0296 | 0.3207 | 0.7962 | 0.3207 |
| 0.5179 | 13.8523 | 141100 | 0.5287 | 0.0296 | 0.3179 | 0.7963 | 0.3179 |
| 0.4929 | 13.8622 | 141200 | 0.5276 | 0.0296 | 0.3236 | 0.7970 | 0.3236 |
| 0.4872 | 13.8720 | 141300 | 0.5270 | 0.0296 | 0.3163 | 0.7955 | 0.3163 |
| 0.5826 | 13.8818 | 141400 | 0.5318 | 0.0296 | 0.3203 | 0.7954 | 0.3203 |
| 0.5374 | 13.8916 | 141500 | 0.5311 | 0.0296 | 0.3150 | 0.7946 | 0.3150 |
| 0.4528 | 13.9014 | 141600 | 0.5306 | 0.0296 | 0.3187 | 0.7943 | 0.3187 |
| 0.4434 | 13.9113 | 141700 | 0.5281 | 0.0296 | 0.3181 | 0.7955 | 0.3181 |
| 0.5267 | 13.9211 | 141800 | 0.5347 | 0.0296 | 0.3164 | 0.7944 | 0.3164 |
| 0.5254 | 13.9309 | 141900 | 0.5290 | 0.0296 | 0.3154 | 0.7949 | 0.3154 |
| 0.5092 | 13.9407 | 142000 | 0.5251 | 0.0296 | 0.3195 | 0.7985 | 0.3195 |
| 0.5145 | 13.9505 | 142100 | 0.5324 | 0.0296 | 0.3162 | 0.7956 | 0.3162 |
| 0.4811 | 13.9603 | 142200 | 0.5315 | 0.0296 | 0.3198 | 0.7961 | 0.3198 |
| 0.5246 | 13.9702 | 142300 | 0.5269 | 0.0296 | 0.3218 | 0.7961 | 0.3218 |
| 0.5133 | 13.9800 | 142400 | 0.5266 | 0.0296 | 0.3207 | 0.7960 | 0.3207 |
| 0.5401 | 13.9898 | 142500 | 0.5292 | 0.0296 | 0.3165 | 0.7957 | 0.3165 |
| 0.4921 | 13.9996 | 142600 | 0.5293 | 0.0296 | 0.3167 | 0.7954 | 0.3167 |
| 0.482 | 14.0094 | 142700 | 0.5285 | 0.0296 | 0.3194 | 0.7958 | 0.3194 |
| 0.4793 | 14.0192 | 142800 | 0.5261 | 0.0296 | 0.3212 | 0.7968 | 0.3212 |
| 0.5069 | 14.0291 | 142900 | 0.5303 | 0.0296 | 0.3190 | 0.7960 | 0.3190 |
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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