uohazadb_20250703_054520
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: 0.4298
- Model Preparation Time: 0.0077
- Move Accuracy: 0.4023
- Token Accuracy: 0.8335
- Accuracy: 0.4023
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 | 0.0077 | 0.0 | 0.0000 | 0.0 |
| 7.1997 | 0.0098 | 100 | 7.1069 | 0.0077 | 0.0 | 0.1996 | 0.0 |
| 1.9649 | 0.0196 | 200 | 1.9718 | 0.0077 | 0.0 | 0.3115 | 0.0 |
| 1.5806 | 0.0295 | 300 | 1.6237 | 0.0077 | 0.0041 | 0.3790 | 0.0041 |
| 1.5082 | 0.0393 | 400 | 1.5524 | 0.0077 | 0.0029 | 0.4036 | 0.0029 |
| 1.445 | 0.0491 | 500 | 1.4576 | 0.0077 | 0.0041 | 0.4358 | 0.0041 |
| 1.386 | 0.0589 | 600 | 1.4311 | 0.0077 | 0.0040 | 0.4395 | 0.0040 |
| 1.4169 | 0.0687 | 700 | 1.4203 | 0.0077 | 0.0057 | 0.4516 | 0.0057 |
| 1.4599 | 0.0785 | 800 | 1.3862 | 0.0077 | 0.0092 | 0.4699 | 0.0092 |
| 1.3648 | 0.0884 | 900 | 1.3738 | 0.0077 | 0.0183 | 0.4747 | 0.0183 |
| 1.4084 | 0.0982 | 1000 | 1.3856 | 0.0077 | 0.0119 | 0.4683 | 0.0119 |
| 1.349 | 0.1080 | 1100 | 1.3596 | 0.0077 | 0.0145 | 0.4740 | 0.0145 |
| 1.3188 | 0.1178 | 1200 | 1.3448 | 0.0077 | 0.0146 | 0.4816 | 0.0146 |
| 1.3246 | 0.1276 | 1300 | 1.3389 | 0.0077 | 0.0148 | 0.4879 | 0.0148 |
| 1.3538 | 0.1374 | 1400 | 1.3051 | 0.0077 | 0.0246 | 0.5044 | 0.0246 |
| 1.2646 | 0.1473 | 1500 | 1.2928 | 0.0077 | 0.0295 | 0.5098 | 0.0295 |
| 1.2782 | 0.1571 | 1600 | 1.2754 | 0.0077 | 0.0289 | 0.5174 | 0.0289 |
| 1.2478 | 0.1669 | 1700 | 1.2629 | 0.0077 | 0.0280 | 0.5188 | 0.0280 |
| 1.2911 | 0.1767 | 1800 | 1.2647 | 0.0077 | 0.0330 | 0.5189 | 0.0330 |
| 1.2053 | 0.1865 | 1900 | 1.2447 | 0.0077 | 0.0391 | 0.5275 | 0.0391 |
| 1.1796 | 0.1963 | 2000 | 1.2281 | 0.0077 | 0.0407 | 0.5327 | 0.0407 |
| 1.2047 | 0.2062 | 2100 | 1.2154 | 0.0077 | 0.0420 | 0.5367 | 0.0420 |
| 1.1611 | 0.2160 | 2200 | 1.1953 | 0.0077 | 0.0469 | 0.5457 | 0.0469 |
| 1.2293 | 0.2258 | 2300 | 1.1981 | 0.0077 | 0.0407 | 0.5419 | 0.0407 |
| 1.1063 | 0.2356 | 2400 | 1.1788 | 0.0077 | 0.0503 | 0.5492 | 0.0503 |
| 1.1121 | 0.2454 | 2500 | 1.1573 | 0.0077 | 0.0545 | 0.5583 | 0.0545 |
| 1.1723 | 0.2553 | 2600 | 1.1561 | 0.0077 | 0.0558 | 0.5582 | 0.0558 |
| 1.1678 | 0.2651 | 2700 | 1.1315 | 0.0077 | 0.0597 | 0.5689 | 0.0597 |
| 1.0947 | 0.2749 | 2800 | 1.1187 | 0.0077 | 0.0629 | 0.5722 | 0.0629 |
| 1.0996 | 0.2847 | 2900 | 1.1058 | 0.0077 | 0.0670 | 0.5778 | 0.0670 |
| 1.0714 | 0.2945 | 3000 | 1.0928 | 0.0077 | 0.0683 | 0.5810 | 0.0683 |
| 1.0711 | 0.3043 | 3100 | 1.0799 | 0.0077 | 0.0717 | 0.5864 | 0.0717 |
| 1.0482 | 0.3142 | 3200 | 1.0658 | 0.0077 | 0.0775 | 0.5926 | 0.0775 |
| 1.1049 | 0.3240 | 3300 | 1.0556 | 0.0077 | 0.0777 | 0.5967 | 0.0777 |
| 0.9712 | 0.3338 | 3400 | 1.0425 | 0.0077 | 0.0794 | 0.6013 | 0.0794 |
| 0.9782 | 0.3436 | 3500 | 1.0321 | 0.0077 | 0.0824 | 0.6046 | 0.0824 |
| 1.0711 | 0.3534 | 3600 | 1.0206 | 0.0077 | 0.0866 | 0.6103 | 0.0866 |
| 0.9792 | 0.3632 | 3700 | 1.0174 | 0.0077 | 0.0874 | 0.6094 | 0.0874 |
| 1.0216 | 0.3731 | 3800 | 1.0030 | 0.0077 | 0.0875 | 0.6151 | 0.0875 |
| 0.9703 | 0.3829 | 3900 | 0.9850 | 0.0077 | 0.0899 | 0.6222 | 0.0899 |
| 1.0232 | 0.3927 | 4000 | 0.9755 | 0.0077 | 0.1000 | 0.6290 | 0.1000 |
| 0.9293 | 0.4025 | 4100 | 0.9603 | 0.0077 | 0.0926 | 0.6321 | 0.0926 |
| 0.9126 | 0.4123 | 4200 | 0.9592 | 0.0077 | 0.0960 | 0.6311 | 0.0960 |
| 0.9433 | 0.4221 | 4300 | 0.9360 | 0.0077 | 0.1052 | 0.6414 | 0.1052 |
| 1.009 | 0.4320 | 4400 | 0.9346 | 0.0077 | 0.1008 | 0.6425 | 0.1008 |
| 0.9179 | 0.4418 | 4500 | 0.9175 | 0.0077 | 0.1116 | 0.6491 | 0.1116 |
| 0.8881 | 0.4516 | 4600 | 0.8998 | 0.0077 | 0.1155 | 0.6567 | 0.1155 |
| 0.8804 | 0.4614 | 4700 | 0.8942 | 0.0077 | 0.1157 | 0.6596 | 0.1157 |
| 0.9204 | 0.4712 | 4800 | 0.8889 | 0.0077 | 0.1157 | 0.6587 | 0.1157 |
| 0.8982 | 0.4811 | 4900 | 0.8855 | 0.0077 | 0.1206 | 0.6611 | 0.1206 |
| 0.8873 | 0.4909 | 5000 | 0.8706 | 0.0077 | 0.1285 | 0.6679 | 0.1285 |
| 0.8672 | 0.5007 | 5100 | 0.8666 | 0.0077 | 0.1292 | 0.6717 | 0.1292 |
| 0.8717 | 0.5105 | 5200 | 0.8578 | 0.0077 | 0.1243 | 0.6733 | 0.1243 |
| 0.873 | 0.5203 | 5300 | 0.8442 | 0.0077 | 0.1321 | 0.6789 | 0.1321 |
| 0.8358 | 0.5301 | 5400 | 0.8464 | 0.0077 | 0.1316 | 0.6797 | 0.1316 |
| 0.8272 | 0.5400 | 5500 | 0.8379 | 0.0077 | 0.1377 | 0.6832 | 0.1377 |
| 0.8393 | 0.5498 | 5600 | 0.8382 | 0.0077 | 0.1359 | 0.6797 | 0.1359 |
| 0.8193 | 0.5596 | 5700 | 0.8321 | 0.0077 | 0.1403 | 0.6855 | 0.1403 |
| 0.8196 | 0.5694 | 5800 | 0.8186 | 0.0077 | 0.1352 | 0.6871 | 0.1352 |
| 0.8585 | 0.5792 | 5900 | 0.8120 | 0.0077 | 0.1498 | 0.6924 | 0.1498 |
| 0.7841 | 0.5890 | 6000 | 0.8096 | 0.0077 | 0.1454 | 0.6931 | 0.1454 |
| 0.7615 | 0.5989 | 6100 | 0.7980 | 0.0077 | 0.1535 | 0.6967 | 0.1535 |
| 0.8425 | 0.6087 | 6200 | 0.7956 | 0.0077 | 0.1579 | 0.6986 | 0.1579 |
| 0.7612 | 0.6185 | 6300 | 0.7878 | 0.0077 | 0.1613 | 0.7024 | 0.1613 |
| 0.7523 | 0.6283 | 6400 | 0.7836 | 0.0077 | 0.1552 | 0.7014 | 0.1552 |
| 0.8056 | 0.6381 | 6500 | 0.7911 | 0.0077 | 0.1536 | 0.6995 | 0.1536 |
| 0.8176 | 0.6479 | 6600 | 0.7776 | 0.0077 | 0.1655 | 0.7055 | 0.1655 |
| 0.6556 | 0.6578 | 6700 | 0.7795 | 0.0077 | 0.1635 | 0.7051 | 0.1635 |
| 0.8098 | 0.6676 | 6800 | 0.7725 | 0.0077 | 0.1673 | 0.7057 | 0.1673 |
| 0.696 | 0.6774 | 6900 | 0.7688 | 0.0077 | 0.1617 | 0.7070 | 0.1617 |
| 0.7353 | 0.6872 | 7000 | 0.7635 | 0.0077 | 0.1625 | 0.7087 | 0.1625 |
| 0.7616 | 0.6970 | 7100 | 0.7547 | 0.0077 | 0.1693 | 0.7120 | 0.1693 |
| 0.7016 | 0.7069 | 7200 | 0.7489 | 0.0077 | 0.1711 | 0.7136 | 0.1711 |
| 0.712 | 0.7167 | 7300 | 0.7473 | 0.0077 | 0.1742 | 0.7137 | 0.1742 |
| 0.77 | 0.7265 | 7400 | 0.7441 | 0.0077 | 0.1769 | 0.7183 | 0.1769 |
| 0.6852 | 0.7363 | 7500 | 0.7387 | 0.0077 | 0.1847 | 0.7202 | 0.1847 |
| 0.7228 | 0.7461 | 7600 | 0.7379 | 0.0077 | 0.1796 | 0.7203 | 0.1796 |
| 0.8136 | 0.7559 | 7700 | 0.7436 | 0.0077 | 0.1789 | 0.7165 | 0.1789 |
| 0.7206 | 0.7658 | 7800 | 0.7347 | 0.0077 | 0.1793 | 0.7201 | 0.1793 |
| 0.6803 | 0.7756 | 7900 | 0.7287 | 0.0077 | 0.1813 | 0.7214 | 0.1813 |
| 0.7073 | 0.7854 | 8000 | 0.7274 | 0.0077 | 0.1883 | 0.7235 | 0.1883 |
| 0.6798 | 0.7952 | 8100 | 0.7228 | 0.0077 | 0.1847 | 0.7250 | 0.1847 |
| 0.7281 | 0.8050 | 8200 | 0.7308 | 0.0077 | 0.1754 | 0.7226 | 0.1754 |
| 0.627 | 0.8148 | 8300 | 0.7167 | 0.0077 | 0.1895 | 0.7273 | 0.1895 |
| 0.7141 | 0.8247 | 8400 | 0.7101 | 0.0077 | 0.1902 | 0.7293 | 0.1902 |
| 0.6915 | 0.8345 | 8500 | 0.7114 | 0.0077 | 0.1888 | 0.7265 | 0.1888 |
| 0.7167 | 0.8443 | 8600 | 0.7167 | 0.0077 | 0.1942 | 0.7276 | 0.1942 |
| 0.7049 | 0.8541 | 8700 | 0.7076 | 0.0077 | 0.1942 | 0.7297 | 0.1942 |
| 0.729 | 0.8639 | 8800 | 0.7039 | 0.0077 | 0.1927 | 0.7312 | 0.1927 |
| 0.7041 | 0.8737 | 8900 | 0.6980 | 0.0077 | 0.1999 | 0.7347 | 0.1999 |
| 0.6833 | 0.8836 | 9000 | 0.6991 | 0.0077 | 0.1981 | 0.7337 | 0.1981 |
| 0.6841 | 0.8934 | 9100 | 0.7018 | 0.0077 | 0.2004 | 0.7329 | 0.2004 |
| 0.688 | 0.9032 | 9200 | 0.6929 | 0.0077 | 0.2007 | 0.7364 | 0.2007 |
| 0.6759 | 0.9130 | 9300 | 0.6928 | 0.0077 | 0.2035 | 0.7368 | 0.2035 |
| 0.6257 | 0.9228 | 9400 | 0.6898 | 0.0077 | 0.2029 | 0.7380 | 0.2029 |
| 0.7236 | 0.9327 | 9500 | 0.6882 | 0.0077 | 0.2090 | 0.7365 | 0.2090 |
| 0.6876 | 0.9425 | 9600 | 0.6840 | 0.0077 | 0.2060 | 0.7386 | 0.2060 |
| 0.7027 | 0.9523 | 9700 | 0.6724 | 0.0077 | 0.2098 | 0.7424 | 0.2098 |
| 0.6675 | 0.9621 | 9800 | 0.6729 | 0.0077 | 0.2170 | 0.7431 | 0.2170 |
| 0.7125 | 0.9719 | 9900 | 0.6716 | 0.0077 | 0.2122 | 0.7423 | 0.2122 |
| 0.6776 | 0.9817 | 10000 | 0.6690 | 0.0077 | 0.2164 | 0.7438 | 0.2164 |
| 0.643 | 0.9916 | 10100 | 0.6701 | 0.0077 | 0.2076 | 0.7427 | 0.2076 |
| 0.6111 | 1.0014 | 10200 | 0.6787 | 0.0077 | 0.2150 | 0.7427 | 0.2150 |
| 0.6602 | 1.0112 | 10300 | 0.6739 | 0.0077 | 0.2054 | 0.7413 | 0.2054 |
| 0.6564 | 1.0210 | 10400 | 0.6612 | 0.0077 | 0.2190 | 0.7472 | 0.2190 |
| 0.6151 | 1.0308 | 10500 | 0.6633 | 0.0077 | 0.2183 | 0.7464 | 0.2183 |
| 0.6376 | 1.0406 | 10600 | 0.6533 | 0.0077 | 0.2195 | 0.7504 | 0.2195 |
| 0.6454 | 1.0505 | 10700 | 0.6546 | 0.0077 | 0.2177 | 0.7501 | 0.2177 |
| 0.6331 | 1.0603 | 10800 | 0.6504 | 0.0077 | 0.2268 | 0.7501 | 0.2268 |
| 0.6623 | 1.0701 | 10900 | 0.6471 | 0.0077 | 0.2229 | 0.7523 | 0.2229 |
| 0.6719 | 1.0799 | 11000 | 0.6491 | 0.0077 | 0.2213 | 0.7505 | 0.2213 |
| 0.6619 | 1.0897 | 11100 | 0.6505 | 0.0077 | 0.2229 | 0.7498 | 0.2229 |
| 0.6858 | 1.0995 | 11200 | 0.6425 | 0.0077 | 0.2265 | 0.7542 | 0.2265 |
| 0.6292 | 1.1094 | 11300 | 0.6478 | 0.0077 | 0.2269 | 0.7527 | 0.2269 |
| 0.6129 | 1.1192 | 11400 | 0.6385 | 0.0077 | 0.2305 | 0.7551 | 0.2305 |
| 0.6173 | 1.1290 | 11500 | 0.6427 | 0.0077 | 0.2299 | 0.7533 | 0.2299 |
| 0.6507 | 1.1388 | 11600 | 0.6382 | 0.0077 | 0.2292 | 0.7544 | 0.2292 |
| 0.6695 | 1.1486 | 11700 | 0.6337 | 0.0077 | 0.2319 | 0.7559 | 0.2319 |
| 0.6158 | 1.1585 | 11800 | 0.6341 | 0.0077 | 0.2297 | 0.7551 | 0.2297 |
| 0.6342 | 1.1683 | 11900 | 0.6362 | 0.0077 | 0.2314 | 0.7554 | 0.2314 |
| 0.5554 | 1.1781 | 12000 | 0.6279 | 0.0077 | 0.2344 | 0.7577 | 0.2344 |
| 0.6108 | 1.1879 | 12100 | 0.6355 | 0.0077 | 0.2316 | 0.7557 | 0.2316 |
| 0.5575 | 1.1977 | 12200 | 0.6205 | 0.0077 | 0.2357 | 0.7608 | 0.2357 |
| 0.5849 | 1.2075 | 12300 | 0.6229 | 0.0077 | 0.2348 | 0.7585 | 0.2348 |
| 0.5815 | 1.2174 | 12400 | 0.6199 | 0.0077 | 0.2382 | 0.7610 | 0.2382 |
| 0.6295 | 1.2272 | 12500 | 0.6175 | 0.0077 | 0.2387 | 0.7623 | 0.2387 |
| 0.5679 | 1.2370 | 12600 | 0.6123 | 0.0077 | 0.2401 | 0.7630 | 0.2401 |
| 0.6033 | 1.2468 | 12700 | 0.6170 | 0.0077 | 0.2394 | 0.7616 | 0.2394 |
| 0.5902 | 1.2566 | 12800 | 0.6122 | 0.0077 | 0.2440 | 0.7638 | 0.2440 |
| 0.5976 | 1.2664 | 12900 | 0.6175 | 0.0077 | 0.2411 | 0.7621 | 0.2411 |
| 0.6228 | 1.2763 | 13000 | 0.6061 | 0.0077 | 0.2442 | 0.7661 | 0.2442 |
| 0.5625 | 1.2861 | 13100 | 0.6077 | 0.0077 | 0.2467 | 0.7660 | 0.2467 |
| 0.6405 | 1.2959 | 13200 | 0.6079 | 0.0077 | 0.2438 | 0.7649 | 0.2438 |
| 0.5879 | 1.3057 | 13300 | 0.6110 | 0.0077 | 0.2391 | 0.7617 | 0.2391 |
| 0.598 | 1.3155 | 13400 | 0.6041 | 0.0077 | 0.2435 | 0.7650 | 0.2435 |
| 0.5712 | 1.3253 | 13500 | 0.6020 | 0.0077 | 0.2469 | 0.7668 | 0.2469 |
| 0.5805 | 1.3352 | 13600 | 0.6025 | 0.0077 | 0.2455 | 0.7662 | 0.2455 |
| 0.5704 | 1.3450 | 13700 | 0.6001 | 0.0077 | 0.2451 | 0.7663 | 0.2451 |
| 0.6344 | 1.3548 | 13800 | 0.6032 | 0.0077 | 0.2509 | 0.7671 | 0.2509 |
| 0.5247 | 1.3646 | 13900 | 0.5995 | 0.0077 | 0.2486 | 0.7687 | 0.2486 |
| 0.6199 | 1.3744 | 14000 | 0.6023 | 0.0077 | 0.2451 | 0.7666 | 0.2451 |
| 0.5952 | 1.3843 | 14100 | 0.6017 | 0.0077 | 0.2460 | 0.7661 | 0.2460 |
| 0.589 | 1.3941 | 14200 | 0.5912 | 0.0077 | 0.2574 | 0.7710 | 0.2574 |
| 0.5738 | 1.4039 | 14300 | 0.5887 | 0.0077 | 0.2543 | 0.7712 | 0.2543 |
| 0.5661 | 1.4137 | 14400 | 0.5923 | 0.0077 | 0.2528 | 0.7702 | 0.2528 |
| 0.596 | 1.4235 | 14500 | 0.5933 | 0.0077 | 0.2485 | 0.7697 | 0.2485 |
| 0.6205 | 1.4333 | 14600 | 0.6010 | 0.0077 | 0.2457 | 0.7655 | 0.2457 |
| 0.5513 | 1.4432 | 14700 | 0.5896 | 0.0077 | 0.2484 | 0.7714 | 0.2484 |
| 0.5723 | 1.4530 | 14800 | 0.5921 | 0.0077 | 0.2538 | 0.7721 | 0.2538 |
| 0.6134 | 1.4628 | 14900 | 0.5911 | 0.0077 | 0.2548 | 0.7718 | 0.2548 |
| 0.5516 | 1.4726 | 15000 | 0.5906 | 0.0077 | 0.2538 | 0.7713 | 0.2538 |
| 0.5793 | 1.4824 | 15100 | 0.5846 | 0.0077 | 0.2612 | 0.7729 | 0.2612 |
| 0.61 | 1.4922 | 15200 | 0.5882 | 0.0077 | 0.2512 | 0.7698 | 0.2512 |
| 0.5666 | 1.5021 | 15300 | 0.5794 | 0.0077 | 0.2620 | 0.7763 | 0.2620 |
| 0.5389 | 1.5119 | 15400 | 0.5827 | 0.0077 | 0.2599 | 0.7733 | 0.2599 |
| 0.6225 | 1.5217 | 15500 | 0.5806 | 0.0077 | 0.2594 | 0.7740 | 0.2594 |
| 0.5424 | 1.5315 | 15600 | 0.5825 | 0.0077 | 0.2632 | 0.7746 | 0.2632 |
| 0.6032 | 1.5413 | 15700 | 0.5782 | 0.0077 | 0.2623 | 0.7761 | 0.2623 |
| 0.6011 | 1.5511 | 15800 | 0.5855 | 0.0077 | 0.2597 | 0.7725 | 0.2597 |
| 0.525 | 1.5610 | 15900 | 0.5769 | 0.0077 | 0.2608 | 0.7752 | 0.2608 |
| 0.5855 | 1.5708 | 16000 | 0.5722 | 0.0077 | 0.2601 | 0.7772 | 0.2601 |
| 0.5809 | 1.5806 | 16100 | 0.5801 | 0.0077 | 0.2614 | 0.7755 | 0.2614 |
| 0.6006 | 1.5904 | 16200 | 0.5688 | 0.0077 | 0.2687 | 0.7785 | 0.2687 |
| 0.5749 | 1.6002 | 16300 | 0.5676 | 0.0077 | 0.2676 | 0.7799 | 0.2676 |
| 0.6237 | 1.6101 | 16400 | 0.5709 | 0.0077 | 0.2652 | 0.7779 | 0.2652 |
| 0.5624 | 1.6199 | 16500 | 0.5654 | 0.0077 | 0.2718 | 0.7813 | 0.2718 |
| 0.5645 | 1.6297 | 16600 | 0.5655 | 0.0077 | 0.2696 | 0.7798 | 0.2696 |
| 0.5841 | 1.6395 | 16700 | 0.5689 | 0.0077 | 0.2649 | 0.7786 | 0.2649 |
| 0.5346 | 1.6493 | 16800 | 0.5737 | 0.0077 | 0.2660 | 0.7780 | 0.2660 |
| 0.5553 | 1.6591 | 16900 | 0.5625 | 0.0077 | 0.2658 | 0.7806 | 0.2658 |
| 0.5327 | 1.6690 | 17000 | 0.5692 | 0.0077 | 0.2669 | 0.7774 | 0.2669 |
| 0.55 | 1.6788 | 17100 | 0.5655 | 0.0077 | 0.2710 | 0.7799 | 0.2710 |
| 0.5425 | 1.6886 | 17200 | 0.5695 | 0.0077 | 0.2656 | 0.7793 | 0.2656 |
| 0.5895 | 1.6984 | 17300 | 0.5638 | 0.0077 | 0.2719 | 0.7807 | 0.2719 |
| 0.5237 | 1.7082 | 17400 | 0.5662 | 0.0077 | 0.2688 | 0.7787 | 0.2688 |
| 0.5849 | 1.7180 | 17500 | 0.5585 | 0.0077 | 0.2759 | 0.7825 | 0.2759 |
| 0.5343 | 1.7279 | 17600 | 0.5618 | 0.0077 | 0.2687 | 0.7812 | 0.2687 |
| 0.5512 | 1.7377 | 17700 | 0.5609 | 0.0077 | 0.2716 | 0.7812 | 0.2716 |
| 0.553 | 1.7475 | 17800 | 0.5610 | 0.0077 | 0.2753 | 0.7840 | 0.2753 |
| 0.5721 | 1.7573 | 17900 | 0.5598 | 0.0077 | 0.2717 | 0.7815 | 0.2717 |
| 0.5695 | 1.7671 | 18000 | 0.5553 | 0.0077 | 0.2772 | 0.7845 | 0.2772 |
| 0.5775 | 1.7769 | 18100 | 0.5515 | 0.0077 | 0.2834 | 0.7851 | 0.2834 |
| 0.5686 | 1.7868 | 18200 | 0.5566 | 0.0077 | 0.2784 | 0.7832 | 0.2784 |
| 0.6042 | 1.7966 | 18300 | 0.5517 | 0.0077 | 0.2808 | 0.7860 | 0.2808 |
| 0.5355 | 1.8064 | 18400 | 0.5532 | 0.0077 | 0.2830 | 0.7853 | 0.2830 |
| 0.5186 | 1.8162 | 18500 | 0.5545 | 0.0077 | 0.2787 | 0.7843 | 0.2787 |
| 0.5504 | 1.8260 | 18600 | 0.5588 | 0.0077 | 0.2706 | 0.7818 | 0.2706 |
| 0.5445 | 1.8359 | 18700 | 0.5571 | 0.0077 | 0.2750 | 0.7824 | 0.2750 |
| 0.5072 | 1.8457 | 18800 | 0.5521 | 0.0077 | 0.2796 | 0.7858 | 0.2796 |
| 0.5035 | 1.8555 | 18900 | 0.5524 | 0.0077 | 0.2760 | 0.7847 | 0.2760 |
| 0.5584 | 1.8653 | 19000 | 0.5516 | 0.0077 | 0.2744 | 0.7837 | 0.2744 |
| 0.5057 | 1.8751 | 19100 | 0.5456 | 0.0077 | 0.2821 | 0.7871 | 0.2821 |
| 0.5251 | 1.8849 | 19200 | 0.5516 | 0.0077 | 0.2779 | 0.7842 | 0.2779 |
| 0.5984 | 1.8948 | 19300 | 0.5494 | 0.0077 | 0.2867 | 0.7869 | 0.2867 |
| 0.5392 | 1.9046 | 19400 | 0.5471 | 0.0077 | 0.2877 | 0.7867 | 0.2877 |
| 0.5377 | 1.9144 | 19500 | 0.5485 | 0.0077 | 0.2840 | 0.7867 | 0.2840 |
| 0.542 | 1.9242 | 19600 | 0.5542 | 0.0077 | 0.2825 | 0.7845 | 0.2825 |
| 0.579 | 1.9340 | 19700 | 0.5487 | 0.0077 | 0.2870 | 0.7864 | 0.2870 |
| 0.5458 | 1.9438 | 19800 | 0.5462 | 0.0077 | 0.2842 | 0.7863 | 0.2842 |
| 0.4769 | 1.9537 | 19900 | 0.5499 | 0.0077 | 0.2818 | 0.7859 | 0.2818 |
| 0.5186 | 1.9635 | 20000 | 0.5456 | 0.0077 | 0.2857 | 0.7882 | 0.2857 |
| 0.5108 | 1.9733 | 20100 | 0.5444 | 0.0077 | 0.2903 | 0.7879 | 0.2903 |
| 0.5971 | 1.9831 | 20200 | 0.5434 | 0.0077 | 0.2813 | 0.7864 | 0.2813 |
| 0.5147 | 1.9929 | 20300 | 0.5416 | 0.0077 | 0.2889 | 0.7886 | 0.2889 |
| 0.5172 | 2.0027 | 20400 | 0.5411 | 0.0077 | 0.2944 | 0.7910 | 0.2944 |
| 0.4671 | 2.0126 | 20500 | 0.5385 | 0.0077 | 0.2901 | 0.7902 | 0.2901 |
| 0.5317 | 2.0224 | 20600 | 0.5373 | 0.0077 | 0.2954 | 0.7915 | 0.2954 |
| 0.4728 | 2.0322 | 20700 | 0.5342 | 0.0077 | 0.2928 | 0.7927 | 0.2928 |
| 0.4937 | 2.0420 | 20800 | 0.5376 | 0.0077 | 0.2961 | 0.7907 | 0.2961 |
| 0.5426 | 2.0518 | 20900 | 0.5364 | 0.0077 | 0.2930 | 0.7919 | 0.2930 |
| 0.4942 | 2.0617 | 21000 | 0.5352 | 0.0077 | 0.2942 | 0.7912 | 0.2942 |
| 0.5504 | 2.0715 | 21100 | 0.5388 | 0.0077 | 0.2879 | 0.7891 | 0.2879 |
| 0.5651 | 2.0813 | 21200 | 0.5345 | 0.0077 | 0.2874 | 0.7902 | 0.2874 |
| 0.5403 | 2.0911 | 21300 | 0.5379 | 0.0077 | 0.2914 | 0.7894 | 0.2914 |
| 0.5423 | 2.1009 | 21400 | 0.5307 | 0.0077 | 0.2999 | 0.7928 | 0.2999 |
| 0.5411 | 2.1107 | 21500 | 0.5415 | 0.0077 | 0.2889 | 0.7880 | 0.2889 |
| 0.4862 | 2.1206 | 21600 | 0.5340 | 0.0077 | 0.2926 | 0.7905 | 0.2926 |
| 0.5338 | 2.1304 | 21700 | 0.5348 | 0.0077 | 0.2932 | 0.7921 | 0.2932 |
| 0.4731 | 2.1402 | 21800 | 0.5371 | 0.0077 | 0.2935 | 0.7895 | 0.2935 |
| 0.4945 | 2.1500 | 21900 | 0.5396 | 0.0077 | 0.2970 | 0.7907 | 0.2970 |
| 0.4695 | 2.1598 | 22000 | 0.5352 | 0.0077 | 0.2987 | 0.7916 | 0.2987 |
| 0.5174 | 2.1696 | 22100 | 0.5276 | 0.0077 | 0.3020 | 0.7937 | 0.3020 |
| 0.4577 | 2.1795 | 22200 | 0.5309 | 0.0077 | 0.3002 | 0.7934 | 0.3002 |
| 0.5201 | 2.1893 | 22300 | 0.5315 | 0.0077 | 0.2988 | 0.7932 | 0.2988 |
| 0.5193 | 2.1991 | 22400 | 0.5333 | 0.0077 | 0.2949 | 0.7921 | 0.2949 |
| 0.4743 | 2.2089 | 22500 | 0.5282 | 0.0077 | 0.3001 | 0.7931 | 0.3001 |
| 0.5144 | 2.2187 | 22600 | 0.5364 | 0.0077 | 0.3061 | 0.7935 | 0.3061 |
| 0.5213 | 2.2285 | 22700 | 0.5307 | 0.0077 | 0.2987 | 0.7931 | 0.2987 |
| 0.5945 | 2.2384 | 22800 | 0.5268 | 0.0077 | 0.3017 | 0.7941 | 0.3017 |
| 0.478 | 2.2482 | 22900 | 0.5257 | 0.0077 | 0.2977 | 0.7935 | 0.2977 |
| 0.4763 | 2.2580 | 23000 | 0.5314 | 0.0077 | 0.2964 | 0.7933 | 0.2964 |
| 0.5702 | 2.2678 | 23100 | 0.5300 | 0.0077 | 0.3025 | 0.7944 | 0.3025 |
| 0.494 | 2.2776 | 23200 | 0.5315 | 0.0077 | 0.3005 | 0.7928 | 0.3005 |
| 0.5413 | 2.2875 | 23300 | 0.5335 | 0.0077 | 0.3003 | 0.7937 | 0.3003 |
| 0.5022 | 2.2973 | 23400 | 0.5227 | 0.0077 | 0.3022 | 0.7964 | 0.3022 |
| 0.5227 | 2.3071 | 23500 | 0.5301 | 0.0077 | 0.2995 | 0.7929 | 0.2995 |
| 0.5258 | 2.3169 | 23600 | 0.5255 | 0.0077 | 0.2987 | 0.7941 | 0.2987 |
| 0.4975 | 2.3267 | 23700 | 0.5307 | 0.0077 | 0.3042 | 0.7941 | 0.3042 |
| 0.5246 | 2.3365 | 23800 | 0.5215 | 0.0077 | 0.3091 | 0.7984 | 0.3091 |
| 0.528 | 2.3464 | 23900 | 0.5258 | 0.0077 | 0.3039 | 0.7944 | 0.3039 |
| 0.4939 | 2.3562 | 24000 | 0.5230 | 0.0077 | 0.2984 | 0.7938 | 0.2984 |
| 0.4885 | 2.3660 | 24100 | 0.5260 | 0.0077 | 0.2966 | 0.7932 | 0.2966 |
| 0.5036 | 2.3758 | 24200 | 0.5208 | 0.0077 | 0.3036 | 0.7962 | 0.3036 |
| 0.5018 | 2.3856 | 24300 | 0.5195 | 0.0077 | 0.3092 | 0.7977 | 0.3092 |
| 0.5671 | 2.3954 | 24400 | 0.5204 | 0.0077 | 0.3125 | 0.7982 | 0.3125 |
| 0.5101 | 2.4053 | 24500 | 0.5319 | 0.0077 | 0.2981 | 0.7931 | 0.2981 |
| 0.4775 | 2.4151 | 24600 | 0.5247 | 0.0077 | 0.2994 | 0.7944 | 0.2994 |
| 0.4791 | 2.4249 | 24700 | 0.5214 | 0.0077 | 0.3118 | 0.7967 | 0.3118 |
| 0.495 | 2.4347 | 24800 | 0.5162 | 0.0077 | 0.3120 | 0.7987 | 0.3120 |
| 0.4874 | 2.4445 | 24900 | 0.5193 | 0.0077 | 0.3106 | 0.7974 | 0.3106 |
| 0.4689 | 2.4543 | 25000 | 0.5191 | 0.0077 | 0.3131 | 0.7976 | 0.3131 |
| 0.5026 | 2.4642 | 25100 | 0.5273 | 0.0077 | 0.3054 | 0.7951 | 0.3054 |
| 0.5474 | 2.4740 | 25200 | 0.5240 | 0.0077 | 0.3016 | 0.7948 | 0.3016 |
| 0.543 | 2.4838 | 25300 | 0.5181 | 0.0077 | 0.3124 | 0.7982 | 0.3124 |
| 0.5039 | 2.4936 | 25400 | 0.5175 | 0.0077 | 0.3091 | 0.7986 | 0.3091 |
| 0.5102 | 2.5034 | 25500 | 0.5182 | 0.0077 | 0.3123 | 0.7989 | 0.3123 |
| 0.4768 | 2.5133 | 25600 | 0.5167 | 0.0077 | 0.3155 | 0.7992 | 0.3155 |
| 0.4902 | 2.5231 | 25700 | 0.5142 | 0.0077 | 0.3109 | 0.7982 | 0.3109 |
| 0.5059 | 2.5329 | 25800 | 0.5194 | 0.0077 | 0.3076 | 0.7972 | 0.3076 |
| 0.5396 | 2.5427 | 25900 | 0.5163 | 0.0077 | 0.3104 | 0.7979 | 0.3104 |
| 0.5247 | 2.5525 | 26000 | 0.5181 | 0.0077 | 0.3151 | 0.7982 | 0.3151 |
| 0.4827 | 2.5623 | 26100 | 0.5139 | 0.0077 | 0.3165 | 0.8003 | 0.3165 |
| 0.5189 | 2.5722 | 26200 | 0.5150 | 0.0077 | 0.3108 | 0.7993 | 0.3108 |
| 0.5247 | 2.5820 | 26300 | 0.5173 | 0.0077 | 0.3205 | 0.8001 | 0.3205 |
| 0.5357 | 2.5918 | 26400 | 0.5133 | 0.0077 | 0.3123 | 0.7998 | 0.3123 |
| 0.5024 | 2.6016 | 26500 | 0.5103 | 0.0077 | 0.3195 | 0.8024 | 0.3195 |
| 0.4999 | 2.6114 | 26600 | 0.5154 | 0.0077 | 0.3193 | 0.8002 | 0.3193 |
| 0.4965 | 2.6212 | 26700 | 0.5121 | 0.0077 | 0.3141 | 0.8000 | 0.3141 |
| 0.497 | 2.6311 | 26800 | 0.5117 | 0.0077 | 0.3193 | 0.8008 | 0.3193 |
| 0.4797 | 2.6409 | 26900 | 0.5158 | 0.0077 | 0.3175 | 0.8007 | 0.3175 |
| 0.5275 | 2.6507 | 27000 | 0.5100 | 0.0077 | 0.3236 | 0.8023 | 0.3236 |
| 0.4998 | 2.6605 | 27100 | 0.5126 | 0.0077 | 0.3180 | 0.7988 | 0.3180 |
| 0.4808 | 2.6703 | 27200 | 0.5136 | 0.0077 | 0.3157 | 0.7996 | 0.3157 |
| 0.5314 | 2.6801 | 27300 | 0.5103 | 0.0077 | 0.3195 | 0.8006 | 0.3195 |
| 0.4908 | 2.6900 | 27400 | 0.5068 | 0.0077 | 0.3204 | 0.8024 | 0.3204 |
| 0.4878 | 2.6998 | 27500 | 0.5088 | 0.0077 | 0.3206 | 0.8015 | 0.3206 |
| 0.5223 | 2.7096 | 27600 | 0.5089 | 0.0077 | 0.3146 | 0.8008 | 0.3146 |
| 0.523 | 2.7194 | 27700 | 0.5093 | 0.0077 | 0.3171 | 0.8018 | 0.3171 |
| 0.4931 | 2.7292 | 27800 | 0.5049 | 0.0077 | 0.3251 | 0.8046 | 0.3251 |
| 0.4845 | 2.7391 | 27900 | 0.5090 | 0.0077 | 0.3147 | 0.8002 | 0.3147 |
| 0.5119 | 2.7489 | 28000 | 0.5085 | 0.0077 | 0.3148 | 0.8012 | 0.3148 |
| 0.5109 | 2.7587 | 28100 | 0.5103 | 0.0077 | 0.3211 | 0.8010 | 0.3211 |
| 0.4631 | 2.7685 | 28200 | 0.5077 | 0.0077 | 0.3216 | 0.8026 | 0.3216 |
| 0.5143 | 2.7783 | 28300 | 0.5050 | 0.0077 | 0.3209 | 0.8025 | 0.3209 |
| 0.4681 | 2.7881 | 28400 | 0.5070 | 0.0077 | 0.3233 | 0.8025 | 0.3233 |
| 0.4609 | 2.7980 | 28500 | 0.5090 | 0.0077 | 0.3131 | 0.8004 | 0.3131 |
| 0.4791 | 2.8078 | 28600 | 0.5038 | 0.0077 | 0.3219 | 0.8021 | 0.3219 |
| 0.4775 | 2.8176 | 28700 | 0.5064 | 0.0077 | 0.3208 | 0.8028 | 0.3208 |
| 0.4946 | 2.8274 | 28800 | 0.5093 | 0.0077 | 0.3185 | 0.8017 | 0.3185 |
| 0.5626 | 2.8372 | 28900 | 0.5104 | 0.0077 | 0.3149 | 0.8007 | 0.3149 |
| 0.4786 | 2.8470 | 29000 | 0.5066 | 0.0077 | 0.3180 | 0.8019 | 0.3180 |
| 0.4508 | 2.8569 | 29100 | 0.5037 | 0.0077 | 0.3236 | 0.8038 | 0.3236 |
| 0.5022 | 2.8667 | 29200 | 0.5024 | 0.0077 | 0.3247 | 0.8032 | 0.3247 |
| 0.4964 | 2.8765 | 29300 | 0.5075 | 0.0077 | 0.3262 | 0.8033 | 0.3262 |
| 0.4276 | 2.8863 | 29400 | 0.4979 | 0.0077 | 0.3287 | 0.8049 | 0.3287 |
| 0.4549 | 2.8961 | 29500 | 0.5050 | 0.0077 | 0.3219 | 0.8029 | 0.3219 |
| 0.5052 | 2.9059 | 29600 | 0.5039 | 0.0077 | 0.3179 | 0.8025 | 0.3179 |
| 0.4974 | 2.9158 | 29700 | 0.5021 | 0.0077 | 0.3191 | 0.8035 | 0.3191 |
| 0.4715 | 2.9256 | 29800 | 0.5020 | 0.0077 | 0.3197 | 0.8039 | 0.3197 |
| 0.4991 | 2.9354 | 29900 | 0.5045 | 0.0077 | 0.3236 | 0.8044 | 0.3236 |
| 0.4715 | 2.9452 | 30000 | 0.4996 | 0.0077 | 0.3297 | 0.8056 | 0.3297 |
| 0.5075 | 2.9550 | 30100 | 0.5050 | 0.0077 | 0.3193 | 0.8040 | 0.3193 |
| 0.4759 | 2.9649 | 30200 | 0.5015 | 0.0077 | 0.3278 | 0.8054 | 0.3278 |
| 0.4535 | 2.9747 | 30300 | 0.5008 | 0.0077 | 0.3267 | 0.8047 | 0.3267 |
| 0.4886 | 2.9845 | 30400 | 0.4975 | 0.0077 | 0.3285 | 0.8053 | 0.3285 |
| 0.572 | 2.9943 | 30500 | 0.4979 | 0.0077 | 0.3265 | 0.8054 | 0.3265 |
| 0.5558 | 3.0041 | 30600 | 0.4945 | 0.0077 | 0.3302 | 0.8066 | 0.3302 |
| 0.4477 | 3.0139 | 30700 | 0.4958 | 0.0077 | 0.3318 | 0.8069 | 0.3318 |
| 0.4769 | 3.0238 | 30800 | 0.4978 | 0.0077 | 0.3265 | 0.8066 | 0.3265 |
| 0.5499 | 3.0336 | 30900 | 0.4972 | 0.0077 | 0.3262 | 0.8063 | 0.3262 |
| 0.4747 | 3.0434 | 31000 | 0.4960 | 0.0077 | 0.3266 | 0.8050 | 0.3266 |
| 0.5142 | 3.0532 | 31100 | 0.4972 | 0.0077 | 0.3309 | 0.8062 | 0.3309 |
| 0.4751 | 3.0630 | 31200 | 0.4927 | 0.0077 | 0.3320 | 0.8080 | 0.3320 |
| 0.4989 | 3.0728 | 31300 | 0.5019 | 0.0077 | 0.3290 | 0.8048 | 0.3290 |
| 0.4966 | 3.0827 | 31400 | 0.4974 | 0.0077 | 0.3332 | 0.8073 | 0.3332 |
| 0.4906 | 3.0925 | 31500 | 0.4998 | 0.0077 | 0.3347 | 0.8068 | 0.3347 |
| 0.4377 | 3.1023 | 31600 | 0.4965 | 0.0077 | 0.3334 | 0.8078 | 0.3334 |
| 0.4735 | 3.1121 | 31700 | 0.4930 | 0.0077 | 0.3327 | 0.8070 | 0.3327 |
| 0.4969 | 3.1219 | 31800 | 0.4952 | 0.0077 | 0.3320 | 0.8060 | 0.3320 |
| 0.4591 | 3.1317 | 31900 | 0.4950 | 0.0077 | 0.3379 | 0.8084 | 0.3379 |
| 0.5065 | 3.1416 | 32000 | 0.5011 | 0.0077 | 0.3216 | 0.8038 | 0.3216 |
| 0.4925 | 3.1514 | 32100 | 0.4941 | 0.0077 | 0.3367 | 0.8083 | 0.3367 |
| 0.4911 | 3.1612 | 32200 | 0.5006 | 0.0077 | 0.3243 | 0.8042 | 0.3243 |
| 0.4932 | 3.1710 | 32300 | 0.4925 | 0.0077 | 0.3340 | 0.8078 | 0.3340 |
| 0.5318 | 3.1808 | 32400 | 0.4952 | 0.0077 | 0.3282 | 0.8064 | 0.3282 |
| 0.4967 | 3.1907 | 32500 | 0.4956 | 0.0077 | 0.3380 | 0.8079 | 0.3380 |
| 0.5019 | 3.2005 | 32600 | 0.4905 | 0.0077 | 0.3405 | 0.8099 | 0.3405 |
| 0.4616 | 3.2103 | 32700 | 0.4985 | 0.0077 | 0.3269 | 0.8046 | 0.3269 |
| 0.4802 | 3.2201 | 32800 | 0.4930 | 0.0077 | 0.3375 | 0.8083 | 0.3375 |
| 0.49 | 3.2299 | 32900 | 0.5001 | 0.0077 | 0.3229 | 0.8041 | 0.3229 |
| 0.4892 | 3.2397 | 33000 | 0.4964 | 0.0077 | 0.3280 | 0.8063 | 0.3280 |
| 0.4589 | 3.2496 | 33100 | 0.4938 | 0.0077 | 0.3341 | 0.8088 | 0.3341 |
| 0.5067 | 3.2594 | 33200 | 0.4929 | 0.0077 | 0.3335 | 0.8077 | 0.3335 |
| 0.4574 | 3.2692 | 33300 | 0.4904 | 0.0077 | 0.3372 | 0.8082 | 0.3372 |
| 0.462 | 3.2790 | 33400 | 0.4931 | 0.0077 | 0.3333 | 0.8075 | 0.3333 |
| 0.4525 | 3.2888 | 33500 | 0.4969 | 0.0077 | 0.3331 | 0.8062 | 0.3331 |
| 0.5399 | 3.2986 | 33600 | 0.4910 | 0.0077 | 0.3361 | 0.8087 | 0.3361 |
| 0.435 | 3.3085 | 33700 | 0.4875 | 0.0077 | 0.3331 | 0.8098 | 0.3331 |
| 0.5091 | 3.3183 | 33800 | 0.4915 | 0.0077 | 0.3440 | 0.8093 | 0.3440 |
| 0.4878 | 3.3281 | 33900 | 0.4917 | 0.0077 | 0.3364 | 0.8089 | 0.3364 |
| 0.464 | 3.3379 | 34000 | 0.4916 | 0.0077 | 0.3327 | 0.8084 | 0.3327 |
| 0.4946 | 3.3477 | 34100 | 0.4872 | 0.0077 | 0.3421 | 0.8113 | 0.3421 |
| 0.4685 | 3.3575 | 34200 | 0.4933 | 0.0077 | 0.3350 | 0.8090 | 0.3350 |
| 0.4555 | 3.3674 | 34300 | 0.4874 | 0.0077 | 0.3376 | 0.8098 | 0.3376 |
| 0.4751 | 3.3772 | 34400 | 0.4924 | 0.0077 | 0.3367 | 0.8086 | 0.3367 |
| 0.4982 | 3.3870 | 34500 | 0.4886 | 0.0077 | 0.3404 | 0.8095 | 0.3404 |
| 0.4387 | 3.3968 | 34600 | 0.4818 | 0.0077 | 0.3476 | 0.8136 | 0.3476 |
| 0.4181 | 3.4066 | 34700 | 0.4864 | 0.0077 | 0.3430 | 0.8105 | 0.3430 |
| 0.4731 | 3.4165 | 34800 | 0.4902 | 0.0077 | 0.3330 | 0.8085 | 0.3330 |
| 0.5051 | 3.4263 | 34900 | 0.4899 | 0.0077 | 0.3361 | 0.8093 | 0.3361 |
| 0.4883 | 3.4361 | 35000 | 0.4897 | 0.0077 | 0.3361 | 0.8085 | 0.3361 |
| 0.4408 | 3.4459 | 35100 | 0.4860 | 0.0077 | 0.3414 | 0.8110 | 0.3414 |
| 0.4838 | 3.4557 | 35200 | 0.4912 | 0.0077 | 0.3367 | 0.8099 | 0.3367 |
| 0.4232 | 3.4655 | 35300 | 0.4934 | 0.0077 | 0.3394 | 0.8084 | 0.3394 |
| 0.442 | 3.4754 | 35400 | 0.4831 | 0.0077 | 0.3415 | 0.8113 | 0.3415 |
| 0.4726 | 3.4852 | 35500 | 0.4909 | 0.0077 | 0.3411 | 0.8089 | 0.3411 |
| 0.4542 | 3.4950 | 35600 | 0.4871 | 0.0077 | 0.3398 | 0.8092 | 0.3398 |
| 0.472 | 3.5048 | 35700 | 0.4902 | 0.0077 | 0.3372 | 0.8085 | 0.3372 |
| 0.4548 | 3.5146 | 35800 | 0.4893 | 0.0077 | 0.3314 | 0.8087 | 0.3314 |
| 0.4931 | 3.5244 | 35900 | 0.4858 | 0.0077 | 0.3441 | 0.8126 | 0.3441 |
| 0.4462 | 3.5343 | 36000 | 0.4835 | 0.0077 | 0.3415 | 0.8114 | 0.3415 |
| 0.4539 | 3.5441 | 36100 | 0.4851 | 0.0077 | 0.3434 | 0.8115 | 0.3434 |
| 0.4906 | 3.5539 | 36200 | 0.4891 | 0.0077 | 0.3331 | 0.8083 | 0.3331 |
| 0.4264 | 3.5637 | 36300 | 0.4869 | 0.0077 | 0.3402 | 0.8104 | 0.3402 |
| 0.4694 | 3.5735 | 36400 | 0.4822 | 0.0077 | 0.3398 | 0.8108 | 0.3398 |
| 0.4575 | 3.5833 | 36500 | 0.4847 | 0.0077 | 0.3407 | 0.8102 | 0.3407 |
| 0.4825 | 3.5932 | 36600 | 0.4879 | 0.0077 | 0.3409 | 0.8099 | 0.3409 |
| 0.4507 | 3.6030 | 36700 | 0.4864 | 0.0077 | 0.3433 | 0.8120 | 0.3433 |
| 0.5597 | 3.6128 | 36800 | 0.4858 | 0.0077 | 0.3407 | 0.8105 | 0.3407 |
| 0.4372 | 3.6226 | 36900 | 0.4893 | 0.0077 | 0.3365 | 0.8101 | 0.3365 |
| 0.4508 | 3.6324 | 37000 | 0.4861 | 0.0077 | 0.3405 | 0.8107 | 0.3405 |
| 0.4615 | 3.6423 | 37100 | 0.4844 | 0.0077 | 0.3400 | 0.8112 | 0.3400 |
| 0.4674 | 3.6521 | 37200 | 0.4855 | 0.0077 | 0.3436 | 0.8109 | 0.3436 |
| 0.4851 | 3.6619 | 37300 | 0.4843 | 0.0077 | 0.3423 | 0.8116 | 0.3423 |
| 0.4509 | 3.6717 | 37400 | 0.4869 | 0.0077 | 0.3398 | 0.8104 | 0.3398 |
| 0.5093 | 3.6815 | 37500 | 0.4804 | 0.0077 | 0.3417 | 0.8116 | 0.3417 |
| 0.4474 | 3.6913 | 37600 | 0.4891 | 0.0077 | 0.3432 | 0.8093 | 0.3432 |
| 0.442 | 3.7012 | 37700 | 0.4838 | 0.0077 | 0.3426 | 0.8117 | 0.3426 |
| 0.5116 | 3.7110 | 37800 | 0.4814 | 0.0077 | 0.3440 | 0.8117 | 0.3440 |
| 0.4372 | 3.7208 | 37900 | 0.4799 | 0.0077 | 0.3443 | 0.8126 | 0.3443 |
| 0.428 | 3.7306 | 38000 | 0.4848 | 0.0077 | 0.3449 | 0.8113 | 0.3449 |
| 0.4534 | 3.7404 | 38100 | 0.4825 | 0.0077 | 0.3427 | 0.8113 | 0.3427 |
| 0.4783 | 3.7502 | 38200 | 0.4862 | 0.0077 | 0.3399 | 0.8095 | 0.3399 |
| 0.4857 | 3.7601 | 38300 | 0.4857 | 0.0077 | 0.3385 | 0.8111 | 0.3385 |
| 0.5124 | 3.7699 | 38400 | 0.4808 | 0.0077 | 0.3485 | 0.8136 | 0.3485 |
| 0.4793 | 3.7797 | 38500 | 0.4818 | 0.0077 | 0.3438 | 0.8124 | 0.3438 |
| 0.5101 | 3.7895 | 38600 | 0.4850 | 0.0077 | 0.3371 | 0.8107 | 0.3371 |
| 0.4077 | 3.7993 | 38700 | 0.4855 | 0.0077 | 0.3372 | 0.8098 | 0.3372 |
| 0.4844 | 3.8091 | 38800 | 0.4849 | 0.0077 | 0.3445 | 0.8110 | 0.3445 |
| 0.4773 | 3.8190 | 38900 | 0.4811 | 0.0077 | 0.3496 | 0.8129 | 0.3496 |
| 0.4695 | 3.8288 | 39000 | 0.4824 | 0.0077 | 0.3481 | 0.8124 | 0.3481 |
| 0.5056 | 3.8386 | 39100 | 0.4789 | 0.0077 | 0.3470 | 0.8125 | 0.3470 |
| 0.5225 | 3.8484 | 39200 | 0.4763 | 0.0077 | 0.3490 | 0.8144 | 0.3490 |
| 0.4496 | 3.8582 | 39300 | 0.4807 | 0.0077 | 0.3466 | 0.8129 | 0.3466 |
| 0.4697 | 3.8681 | 39400 | 0.4794 | 0.0077 | 0.3479 | 0.8136 | 0.3479 |
| 0.5033 | 3.8779 | 39500 | 0.4779 | 0.0077 | 0.3461 | 0.8139 | 0.3461 |
| 0.499 | 3.8877 | 39600 | 0.4733 | 0.0077 | 0.3568 | 0.8167 | 0.3568 |
| 0.4546 | 3.8975 | 39700 | 0.4786 | 0.0077 | 0.3507 | 0.8139 | 0.3507 |
| 0.4407 | 3.9073 | 39800 | 0.4742 | 0.0077 | 0.3526 | 0.8157 | 0.3526 |
| 0.4837 | 3.9171 | 39900 | 0.4749 | 0.0077 | 0.3535 | 0.8151 | 0.3535 |
| 0.5113 | 3.9270 | 40000 | 0.4865 | 0.0077 | 0.3361 | 0.8096 | 0.3361 |
| 0.4611 | 3.9368 | 40100 | 0.4805 | 0.0077 | 0.3402 | 0.8116 | 0.3402 |
| 0.4428 | 3.9466 | 40200 | 0.4766 | 0.0077 | 0.3490 | 0.8140 | 0.3490 |
| 0.4922 | 3.9564 | 40300 | 0.4789 | 0.0077 | 0.3463 | 0.8131 | 0.3463 |
| 0.5072 | 3.9662 | 40400 | 0.4757 | 0.0077 | 0.3550 | 0.8144 | 0.3550 |
| 0.4499 | 3.9760 | 40500 | 0.4747 | 0.0077 | 0.3510 | 0.8145 | 0.3510 |
| 0.4962 | 3.9859 | 40600 | 0.4734 | 0.0077 | 0.3568 | 0.8157 | 0.3568 |
| 0.5242 | 3.9957 | 40700 | 0.4791 | 0.0077 | 0.3423 | 0.8124 | 0.3423 |
| 0.4586 | 4.0055 | 40800 | 0.4755 | 0.0077 | 0.3553 | 0.8163 | 0.3553 |
| 0.4293 | 4.0153 | 40900 | 0.4817 | 0.0077 | 0.3403 | 0.8112 | 0.3403 |
| 0.4827 | 4.0251 | 41000 | 0.4800 | 0.0077 | 0.3479 | 0.8131 | 0.3479 |
| 0.4608 | 4.0349 | 41100 | 0.4793 | 0.0077 | 0.3528 | 0.8137 | 0.3528 |
| 0.403 | 4.0448 | 41200 | 0.4754 | 0.0077 | 0.3571 | 0.8156 | 0.3571 |
| 0.4164 | 4.0546 | 41300 | 0.4721 | 0.0077 | 0.3555 | 0.8165 | 0.3555 |
| 0.4445 | 4.0644 | 41400 | 0.4752 | 0.0077 | 0.3502 | 0.8159 | 0.3502 |
| 0.4304 | 4.0742 | 41500 | 0.4710 | 0.0077 | 0.3571 | 0.8166 | 0.3571 |
| 0.4271 | 4.0840 | 41600 | 0.4757 | 0.0077 | 0.3552 | 0.8169 | 0.3552 |
| 0.4642 | 4.0939 | 41700 | 0.4745 | 0.0077 | 0.3500 | 0.8141 | 0.3500 |
| 0.4362 | 4.1037 | 41800 | 0.4737 | 0.0077 | 0.3585 | 0.8155 | 0.3585 |
| 0.4511 | 4.1135 | 41900 | 0.4735 | 0.0077 | 0.3569 | 0.8157 | 0.3569 |
| 0.4713 | 4.1233 | 42000 | 0.4698 | 0.0077 | 0.3597 | 0.8175 | 0.3597 |
| 0.4269 | 4.1331 | 42100 | 0.4744 | 0.0077 | 0.3505 | 0.8140 | 0.3505 |
| 0.3935 | 4.1429 | 42200 | 0.4733 | 0.0077 | 0.3545 | 0.8169 | 0.3545 |
| 0.5062 | 4.1528 | 42300 | 0.4739 | 0.0077 | 0.3573 | 0.8164 | 0.3573 |
| 0.5033 | 4.1626 | 42400 | 0.4702 | 0.0077 | 0.3612 | 0.8170 | 0.3612 |
| 0.4595 | 4.1724 | 42500 | 0.4719 | 0.0077 | 0.3583 | 0.8182 | 0.3583 |
| 0.4735 | 4.1822 | 42600 | 0.4735 | 0.0077 | 0.3568 | 0.8160 | 0.3568 |
| 0.4325 | 4.1920 | 42700 | 0.4728 | 0.0077 | 0.3563 | 0.8164 | 0.3563 |
| 0.4641 | 4.2018 | 42800 | 0.4765 | 0.0077 | 0.3457 | 0.8139 | 0.3457 |
| 0.4453 | 4.2117 | 42900 | 0.4679 | 0.0077 | 0.3649 | 0.8188 | 0.3649 |
| 0.4469 | 4.2215 | 43000 | 0.4736 | 0.0077 | 0.3571 | 0.8177 | 0.3571 |
| 0.4656 | 4.2313 | 43100 | 0.4726 | 0.0077 | 0.3567 | 0.8169 | 0.3567 |
| 0.4449 | 4.2411 | 43200 | 0.4733 | 0.0077 | 0.3566 | 0.8166 | 0.3566 |
| 0.4319 | 4.2509 | 43300 | 0.4721 | 0.0077 | 0.3634 | 0.8182 | 0.3634 |
| 0.44 | 4.2608 | 43400 | 0.4719 | 0.0077 | 0.3591 | 0.8180 | 0.3591 |
| 0.4723 | 4.2706 | 43500 | 0.4743 | 0.0077 | 0.3577 | 0.8155 | 0.3577 |
| 0.4409 | 4.2804 | 43600 | 0.4704 | 0.0077 | 0.3580 | 0.8166 | 0.3580 |
| 0.4131 | 4.2902 | 43700 | 0.4705 | 0.0077 | 0.3621 | 0.8170 | 0.3621 |
| 0.4939 | 4.3000 | 43800 | 0.4770 | 0.0077 | 0.3552 | 0.8143 | 0.3552 |
| 0.515 | 4.3098 | 43900 | 0.4703 | 0.0077 | 0.3611 | 0.8176 | 0.3611 |
| 0.4162 | 4.3197 | 44000 | 0.4675 | 0.0077 | 0.3619 | 0.8181 | 0.3619 |
| 0.466 | 4.3295 | 44100 | 0.4717 | 0.0077 | 0.3621 | 0.8176 | 0.3621 |
| 0.4328 | 4.3393 | 44200 | 0.4712 | 0.0077 | 0.3541 | 0.8155 | 0.3541 |
| 0.4857 | 4.3491 | 44300 | 0.4725 | 0.0077 | 0.3604 | 0.8165 | 0.3604 |
| 0.4377 | 4.3589 | 44400 | 0.4703 | 0.0077 | 0.3527 | 0.8158 | 0.3527 |
| 0.4631 | 4.3687 | 44500 | 0.4682 | 0.0077 | 0.3621 | 0.8180 | 0.3621 |
| 0.4805 | 4.3786 | 44600 | 0.4738 | 0.0077 | 0.3512 | 0.8148 | 0.3512 |
| 0.4828 | 4.3884 | 44700 | 0.4697 | 0.0077 | 0.3547 | 0.8173 | 0.3547 |
| 0.4732 | 4.3982 | 44800 | 0.4723 | 0.0077 | 0.3549 | 0.8160 | 0.3549 |
| 0.4726 | 4.4080 | 44900 | 0.4683 | 0.0077 | 0.3646 | 0.8195 | 0.3646 |
| 0.3949 | 4.4178 | 45000 | 0.4712 | 0.0077 | 0.3525 | 0.8168 | 0.3525 |
| 0.5001 | 4.4276 | 45100 | 0.4746 | 0.0077 | 0.3475 | 0.8151 | 0.3475 |
| 0.4508 | 4.4375 | 45200 | 0.4725 | 0.0077 | 0.3544 | 0.8154 | 0.3544 |
| 0.4777 | 4.4473 | 45300 | 0.4744 | 0.0077 | 0.3474 | 0.8136 | 0.3474 |
| 0.4389 | 4.4571 | 45400 | 0.4742 | 0.0077 | 0.3588 | 0.8165 | 0.3588 |
| 0.4429 | 4.4669 | 45500 | 0.4722 | 0.0077 | 0.3552 | 0.8165 | 0.3552 |
| 0.4592 | 4.4767 | 45600 | 0.4729 | 0.0077 | 0.3554 | 0.8167 | 0.3554 |
| 0.4472 | 4.4866 | 45700 | 0.4676 | 0.0077 | 0.3603 | 0.8173 | 0.3603 |
| 0.4569 | 4.4964 | 45800 | 0.4709 | 0.0077 | 0.3524 | 0.8161 | 0.3524 |
| 0.4961 | 4.5062 | 45900 | 0.4728 | 0.0077 | 0.3618 | 0.8172 | 0.3618 |
| 0.4493 | 4.5160 | 46000 | 0.4757 | 0.0077 | 0.3510 | 0.8153 | 0.3510 |
| 0.4708 | 4.5258 | 46100 | 0.4712 | 0.0077 | 0.3554 | 0.8164 | 0.3554 |
| 0.4556 | 4.5356 | 46200 | 0.4712 | 0.0077 | 0.3612 | 0.8180 | 0.3612 |
| 0.4707 | 4.5455 | 46300 | 0.4701 | 0.0077 | 0.3537 | 0.8164 | 0.3537 |
| 0.4972 | 4.5553 | 46400 | 0.4734 | 0.0077 | 0.3561 | 0.8153 | 0.3561 |
| 0.4651 | 4.5651 | 46500 | 0.4716 | 0.0077 | 0.3582 | 0.8167 | 0.3582 |
| 0.4575 | 4.5749 | 46600 | 0.4755 | 0.0077 | 0.3523 | 0.8162 | 0.3523 |
| 0.4669 | 4.5847 | 46700 | 0.4712 | 0.0077 | 0.3587 | 0.8162 | 0.3587 |
| 0.4302 | 4.5945 | 46800 | 0.4667 | 0.0077 | 0.3600 | 0.8185 | 0.3600 |
| 0.4617 | 4.6044 | 46900 | 0.4689 | 0.0077 | 0.3613 | 0.8180 | 0.3613 |
| 0.4835 | 4.6142 | 47000 | 0.4679 | 0.0077 | 0.3599 | 0.8192 | 0.3599 |
| 0.4398 | 4.6240 | 47100 | 0.4703 | 0.0077 | 0.3569 | 0.8171 | 0.3569 |
| 0.4014 | 4.6338 | 47200 | 0.4675 | 0.0077 | 0.3626 | 0.8183 | 0.3626 |
| 0.4917 | 4.6436 | 47300 | 0.4710 | 0.0077 | 0.3555 | 0.8150 | 0.3555 |
| 0.4469 | 4.6534 | 47400 | 0.4721 | 0.0077 | 0.3608 | 0.8169 | 0.3608 |
| 0.4316 | 4.6633 | 47500 | 0.4716 | 0.0077 | 0.3552 | 0.8157 | 0.3552 |
| 0.5043 | 4.6731 | 47600 | 0.4739 | 0.0077 | 0.3524 | 0.8149 | 0.3524 |
| 0.3944 | 4.6829 | 47700 | 0.4640 | 0.0077 | 0.3702 | 0.8209 | 0.3702 |
| 0.4054 | 4.6927 | 47800 | 0.4652 | 0.0077 | 0.3686 | 0.8197 | 0.3686 |
| 0.4447 | 4.7025 | 47900 | 0.4653 | 0.0077 | 0.3669 | 0.8194 | 0.3669 |
| 0.483 | 4.7124 | 48000 | 0.4663 | 0.0077 | 0.3657 | 0.8192 | 0.3657 |
| 0.4139 | 4.7222 | 48100 | 0.4700 | 0.0077 | 0.3576 | 0.8171 | 0.3576 |
| 0.504 | 4.7320 | 48200 | 0.4698 | 0.0077 | 0.3588 | 0.8181 | 0.3588 |
| 0.4727 | 4.7418 | 48300 | 0.4646 | 0.0077 | 0.3660 | 0.8205 | 0.3660 |
| 0.4456 | 4.7516 | 48400 | 0.4659 | 0.0077 | 0.3607 | 0.8184 | 0.3607 |
| 0.4652 | 4.7614 | 48500 | 0.4645 | 0.0077 | 0.3646 | 0.8201 | 0.3646 |
| 0.4365 | 4.7713 | 48600 | 0.4683 | 0.0077 | 0.3583 | 0.8173 | 0.3583 |
| 0.4127 | 4.7811 | 48700 | 0.4665 | 0.0077 | 0.3646 | 0.8189 | 0.3646 |
| 0.443 | 4.7909 | 48800 | 0.4643 | 0.0077 | 0.3662 | 0.8195 | 0.3662 |
| 0.4611 | 4.8007 | 48900 | 0.4643 | 0.0077 | 0.3664 | 0.8193 | 0.3664 |
| 0.4718 | 4.8105 | 49000 | 0.4608 | 0.0077 | 0.3630 | 0.8209 | 0.3630 |
| 0.4386 | 4.8203 | 49100 | 0.4670 | 0.0077 | 0.3602 | 0.8181 | 0.3602 |
| 0.416 | 4.8302 | 49200 | 0.4689 | 0.0077 | 0.3577 | 0.8181 | 0.3577 |
| 0.482 | 4.8400 | 49300 | 0.4637 | 0.0077 | 0.3628 | 0.8191 | 0.3628 |
| 0.4516 | 4.8498 | 49400 | 0.4659 | 0.0077 | 0.3632 | 0.8186 | 0.3632 |
| 0.4255 | 4.8596 | 49500 | 0.4630 | 0.0077 | 0.3651 | 0.8210 | 0.3651 |
| 0.4438 | 4.8694 | 49600 | 0.4653 | 0.0077 | 0.3644 | 0.8191 | 0.3644 |
| 0.4809 | 4.8792 | 49700 | 0.4690 | 0.0077 | 0.3572 | 0.8174 | 0.3572 |
| 0.4862 | 4.8891 | 49800 | 0.4623 | 0.0077 | 0.3653 | 0.8208 | 0.3653 |
| 0.4429 | 4.8989 | 49900 | 0.4632 | 0.0077 | 0.3639 | 0.8199 | 0.3639 |
| 0.5097 | 4.9087 | 50000 | 0.4675 | 0.0077 | 0.3607 | 0.8183 | 0.3607 |
| 0.4484 | 4.9185 | 50100 | 0.4639 | 0.0077 | 0.3627 | 0.8188 | 0.3627 |
| 0.4509 | 4.9283 | 50200 | 0.4665 | 0.0077 | 0.3584 | 0.8181 | 0.3584 |
| 0.4793 | 4.9382 | 50300 | 0.4631 | 0.0077 | 0.3667 | 0.8205 | 0.3667 |
| 0.4912 | 4.9480 | 50400 | 0.4663 | 0.0077 | 0.3619 | 0.8182 | 0.3619 |
| 0.4459 | 4.9578 | 50500 | 0.4694 | 0.0077 | 0.3595 | 0.8182 | 0.3595 |
| 0.4572 | 4.9676 | 50600 | 0.4610 | 0.0077 | 0.3637 | 0.8197 | 0.3637 |
| 0.4275 | 4.9774 | 50700 | 0.4606 | 0.0077 | 0.3650 | 0.8203 | 0.3650 |
| 0.4538 | 4.9872 | 50800 | 0.4643 | 0.0077 | 0.3639 | 0.8197 | 0.3639 |
| 0.4455 | 4.9971 | 50900 | 0.4617 | 0.0077 | 0.3657 | 0.8203 | 0.3657 |
| 0.404 | 5.0069 | 51000 | 0.4618 | 0.0077 | 0.3704 | 0.8212 | 0.3704 |
| 0.462 | 5.0167 | 51100 | 0.4630 | 0.0077 | 0.3649 | 0.8212 | 0.3649 |
| 0.4261 | 5.0265 | 51200 | 0.4653 | 0.0077 | 0.3698 | 0.8211 | 0.3698 |
| 0.4568 | 5.0363 | 51300 | 0.4595 | 0.0077 | 0.3722 | 0.8228 | 0.3722 |
| 0.4561 | 5.0461 | 51400 | 0.4640 | 0.0077 | 0.3675 | 0.8198 | 0.3675 |
| 0.4082 | 5.0560 | 51500 | 0.4618 | 0.0077 | 0.3694 | 0.8217 | 0.3694 |
| 0.4379 | 5.0658 | 51600 | 0.4642 | 0.0077 | 0.3658 | 0.8203 | 0.3658 |
| 0.4041 | 5.0756 | 51700 | 0.4622 | 0.0077 | 0.3646 | 0.8198 | 0.3646 |
| 0.4489 | 5.0854 | 51800 | 0.4627 | 0.0077 | 0.3630 | 0.8196 | 0.3630 |
| 0.4171 | 5.0952 | 51900 | 0.4640 | 0.0077 | 0.3710 | 0.8217 | 0.3710 |
| 0.4219 | 5.1050 | 52000 | 0.4629 | 0.0077 | 0.3637 | 0.8202 | 0.3637 |
| 0.4849 | 5.1149 | 52100 | 0.4605 | 0.0077 | 0.3652 | 0.8205 | 0.3652 |
| 0.444 | 5.1247 | 52200 | 0.4592 | 0.0077 | 0.3664 | 0.8210 | 0.3664 |
| 0.4263 | 5.1345 | 52300 | 0.4577 | 0.0077 | 0.3734 | 0.8237 | 0.3734 |
| 0.4869 | 5.1443 | 52400 | 0.4606 | 0.0077 | 0.3695 | 0.8215 | 0.3695 |
| 0.4109 | 5.1541 | 52500 | 0.4729 | 0.0077 | 0.3615 | 0.8180 | 0.3615 |
| 0.4157 | 5.1640 | 52600 | 0.4559 | 0.0077 | 0.3740 | 0.8242 | 0.3740 |
| 0.4388 | 5.1738 | 52700 | 0.4593 | 0.0077 | 0.3751 | 0.8236 | 0.3751 |
| 0.4667 | 5.1836 | 52800 | 0.4591 | 0.0077 | 0.3650 | 0.8213 | 0.3650 |
| 0.4312 | 5.1934 | 52900 | 0.4587 | 0.0077 | 0.3670 | 0.8207 | 0.3670 |
| 0.4313 | 5.2032 | 53000 | 0.4615 | 0.0077 | 0.3704 | 0.8218 | 0.3704 |
| 0.4546 | 5.2130 | 53100 | 0.4600 | 0.0077 | 0.3708 | 0.8224 | 0.3708 |
| 0.4454 | 5.2229 | 53200 | 0.4586 | 0.0077 | 0.3739 | 0.8221 | 0.3739 |
| 0.4412 | 5.2327 | 53300 | 0.4580 | 0.0077 | 0.3690 | 0.8221 | 0.3690 |
| 0.4457 | 5.2425 | 53400 | 0.4631 | 0.0077 | 0.3707 | 0.8203 | 0.3707 |
| 0.4239 | 5.2523 | 53500 | 0.4633 | 0.0077 | 0.3619 | 0.8203 | 0.3619 |
| 0.4242 | 5.2621 | 53600 | 0.4599 | 0.0077 | 0.3728 | 0.8227 | 0.3728 |
| 0.3889 | 5.2719 | 53700 | 0.4602 | 0.0077 | 0.3682 | 0.8205 | 0.3682 |
| 0.4939 | 5.2818 | 53800 | 0.4587 | 0.0077 | 0.3718 | 0.8217 | 0.3718 |
| 0.4322 | 5.2916 | 53900 | 0.4627 | 0.0077 | 0.3735 | 0.8217 | 0.3735 |
| 0.3813 | 5.3014 | 54000 | 0.4596 | 0.0077 | 0.3666 | 0.8202 | 0.3666 |
| 0.3974 | 5.3112 | 54100 | 0.4633 | 0.0077 | 0.3576 | 0.8189 | 0.3576 |
| 0.45 | 5.3210 | 54200 | 0.4588 | 0.0077 | 0.3651 | 0.8207 | 0.3651 |
| 0.4293 | 5.3308 | 54300 | 0.4612 | 0.0077 | 0.3688 | 0.8217 | 0.3688 |
| 0.4676 | 5.3407 | 54400 | 0.4566 | 0.0077 | 0.3719 | 0.8224 | 0.3719 |
| 0.4398 | 5.3505 | 54500 | 0.4574 | 0.0077 | 0.3690 | 0.8232 | 0.3690 |
| 0.4062 | 5.3603 | 54600 | 0.4606 | 0.0077 | 0.3707 | 0.8206 | 0.3707 |
| 0.4071 | 5.3701 | 54700 | 0.4549 | 0.0077 | 0.3678 | 0.8220 | 0.3678 |
| 0.4525 | 5.3799 | 54800 | 0.4558 | 0.0077 | 0.3730 | 0.8230 | 0.3730 |
| 0.4457 | 5.3898 | 54900 | 0.4579 | 0.0077 | 0.3683 | 0.8212 | 0.3683 |
| 0.39 | 5.3996 | 55000 | 0.4569 | 0.0077 | 0.3725 | 0.8224 | 0.3725 |
| 0.4508 | 5.4094 | 55100 | 0.4575 | 0.0077 | 0.3692 | 0.8217 | 0.3692 |
| 0.4068 | 5.4192 | 55200 | 0.4627 | 0.0077 | 0.3704 | 0.8205 | 0.3704 |
| 0.4321 | 5.4290 | 55300 | 0.4650 | 0.0077 | 0.3651 | 0.8189 | 0.3651 |
| 0.4472 | 5.4388 | 55400 | 0.4580 | 0.0077 | 0.3677 | 0.8217 | 0.3677 |
| 0.4404 | 5.4487 | 55500 | 0.4602 | 0.0077 | 0.3681 | 0.8217 | 0.3681 |
| 0.4604 | 5.4585 | 55600 | 0.4582 | 0.0077 | 0.3729 | 0.8226 | 0.3729 |
| 0.4592 | 5.4683 | 55700 | 0.4552 | 0.0077 | 0.3718 | 0.8226 | 0.3718 |
| 0.4502 | 5.4781 | 55800 | 0.4591 | 0.0077 | 0.3726 | 0.8215 | 0.3726 |
| 0.4269 | 5.4879 | 55900 | 0.4580 | 0.0077 | 0.3693 | 0.8220 | 0.3693 |
| 0.4361 | 5.4977 | 56000 | 0.4590 | 0.0077 | 0.3695 | 0.8208 | 0.3695 |
| 0.4236 | 5.5076 | 56100 | 0.4591 | 0.0077 | 0.3682 | 0.8210 | 0.3682 |
| 0.4512 | 5.5174 | 56200 | 0.4598 | 0.0077 | 0.3664 | 0.8204 | 0.3664 |
| 0.4554 | 5.5272 | 56300 | 0.4538 | 0.0077 | 0.3728 | 0.8233 | 0.3728 |
| 0.4116 | 5.5370 | 56400 | 0.4570 | 0.0077 | 0.3700 | 0.8221 | 0.3700 |
| 0.4651 | 5.5468 | 56500 | 0.4614 | 0.0077 | 0.3669 | 0.8200 | 0.3669 |
| 0.47 | 5.5566 | 56600 | 0.4553 | 0.0077 | 0.3674 | 0.8213 | 0.3674 |
| 0.4436 | 5.5665 | 56700 | 0.4548 | 0.0077 | 0.3752 | 0.8232 | 0.3752 |
| 0.4654 | 5.5763 | 56800 | 0.4585 | 0.0077 | 0.3654 | 0.8208 | 0.3654 |
| 0.4282 | 5.5861 | 56900 | 0.4594 | 0.0077 | 0.3696 | 0.8213 | 0.3696 |
| 0.4183 | 5.5959 | 57000 | 0.4601 | 0.0077 | 0.3713 | 0.8220 | 0.3713 |
| 0.4151 | 5.6057 | 57100 | 0.4563 | 0.0077 | 0.3690 | 0.8229 | 0.3690 |
| 0.4295 | 5.6156 | 57200 | 0.4599 | 0.0077 | 0.3700 | 0.8215 | 0.3700 |
| 0.4616 | 5.6254 | 57300 | 0.4593 | 0.0077 | 0.3634 | 0.8204 | 0.3634 |
| 0.4526 | 5.6352 | 57400 | 0.4581 | 0.0077 | 0.3695 | 0.8225 | 0.3695 |
| 0.4465 | 5.6450 | 57500 | 0.4526 | 0.0077 | 0.3793 | 0.8246 | 0.3793 |
| 0.405 | 5.6548 | 57600 | 0.4590 | 0.0077 | 0.3701 | 0.8218 | 0.3701 |
| 0.4704 | 5.6646 | 57700 | 0.4577 | 0.0077 | 0.3724 | 0.8218 | 0.3724 |
| 0.4588 | 5.6745 | 57800 | 0.4564 | 0.0077 | 0.3682 | 0.8213 | 0.3682 |
| 0.4856 | 5.6843 | 57900 | 0.4565 | 0.0077 | 0.3689 | 0.8219 | 0.3689 |
| 0.3854 | 5.6941 | 58000 | 0.4562 | 0.0077 | 0.3728 | 0.8225 | 0.3728 |
| 0.3925 | 5.7039 | 58100 | 0.4553 | 0.0077 | 0.3753 | 0.8229 | 0.3753 |
| 0.425 | 5.7137 | 58200 | 0.4562 | 0.0077 | 0.3729 | 0.8230 | 0.3729 |
| 0.4256 | 5.7235 | 58300 | 0.4604 | 0.0077 | 0.3756 | 0.8222 | 0.3756 |
| 0.4764 | 5.7334 | 58400 | 0.4575 | 0.0077 | 0.3731 | 0.8234 | 0.3731 |
| 0.4154 | 5.7432 | 58500 | 0.4581 | 0.0077 | 0.3713 | 0.8226 | 0.3713 |
| 0.4486 | 5.7530 | 58600 | 0.4547 | 0.0077 | 0.3733 | 0.8236 | 0.3733 |
| 0.426 | 5.7628 | 58700 | 0.4549 | 0.0077 | 0.3805 | 0.8255 | 0.3805 |
| 0.4599 | 5.7726 | 58800 | 0.4588 | 0.0077 | 0.3659 | 0.8217 | 0.3659 |
| 0.4015 | 5.7824 | 58900 | 0.4555 | 0.0077 | 0.3719 | 0.8224 | 0.3719 |
| 0.4492 | 5.7923 | 59000 | 0.4569 | 0.0077 | 0.3751 | 0.8241 | 0.3751 |
| 0.4452 | 5.8021 | 59100 | 0.4561 | 0.0077 | 0.3777 | 0.8239 | 0.3777 |
| 0.4225 | 5.8119 | 59200 | 0.4564 | 0.0077 | 0.3730 | 0.8218 | 0.3730 |
| 0.4436 | 5.8217 | 59300 | 0.4543 | 0.0077 | 0.3743 | 0.8240 | 0.3743 |
| 0.4168 | 5.8315 | 59400 | 0.4547 | 0.0077 | 0.3721 | 0.8228 | 0.3721 |
| 0.4614 | 5.8414 | 59500 | 0.4585 | 0.0077 | 0.3680 | 0.8226 | 0.3680 |
| 0.4273 | 5.8512 | 59600 | 0.4580 | 0.0077 | 0.3697 | 0.8223 | 0.3697 |
| 0.4464 | 5.8610 | 59700 | 0.4548 | 0.0077 | 0.3771 | 0.8239 | 0.3771 |
| 0.4445 | 5.8708 | 59800 | 0.4558 | 0.0077 | 0.3711 | 0.8227 | 0.3711 |
| 0.4396 | 5.8806 | 59900 | 0.4579 | 0.0077 | 0.3695 | 0.8214 | 0.3695 |
| 0.4476 | 5.8904 | 60000 | 0.4522 | 0.0077 | 0.3797 | 0.8255 | 0.3797 |
| 0.4184 | 5.9003 | 60100 | 0.4550 | 0.0077 | 0.3715 | 0.8227 | 0.3715 |
| 0.4656 | 5.9101 | 60200 | 0.4517 | 0.0077 | 0.3715 | 0.8226 | 0.3715 |
| 0.4375 | 5.9199 | 60300 | 0.4508 | 0.0077 | 0.3755 | 0.8243 | 0.3755 |
| 0.4113 | 5.9297 | 60400 | 0.4555 | 0.0077 | 0.3762 | 0.8242 | 0.3762 |
| 0.4119 | 5.9395 | 60500 | 0.4508 | 0.0077 | 0.3755 | 0.8248 | 0.3755 |
| 0.3999 | 5.9493 | 60600 | 0.4492 | 0.0077 | 0.3788 | 0.8254 | 0.3788 |
| 0.4786 | 5.9592 | 60700 | 0.4562 | 0.0077 | 0.3694 | 0.8236 | 0.3694 |
| 0.4372 | 5.9690 | 60800 | 0.4580 | 0.0077 | 0.3697 | 0.8210 | 0.3697 |
| 0.4635 | 5.9788 | 60900 | 0.4537 | 0.0077 | 0.3703 | 0.8221 | 0.3703 |
| 0.4371 | 5.9886 | 61000 | 0.4533 | 0.0077 | 0.3780 | 0.8239 | 0.3780 |
| 0.4632 | 5.9984 | 61100 | 0.4561 | 0.0077 | 0.3735 | 0.8232 | 0.3735 |
| 0.3928 | 6.0082 | 61200 | 0.4512 | 0.0077 | 0.3816 | 0.8258 | 0.3816 |
| 0.34 | 6.0181 | 61300 | 0.4529 | 0.0077 | 0.3737 | 0.8236 | 0.3737 |
| 0.3897 | 6.0279 | 61400 | 0.4536 | 0.0077 | 0.3765 | 0.8241 | 0.3765 |
| 0.3965 | 6.0377 | 61500 | 0.4542 | 0.0077 | 0.3717 | 0.8222 | 0.3717 |
| 0.4289 | 6.0475 | 61600 | 0.4504 | 0.0077 | 0.3782 | 0.8255 | 0.3782 |
| 0.4038 | 6.0573 | 61700 | 0.4566 | 0.0077 | 0.3700 | 0.8227 | 0.3700 |
| 0.3816 | 6.0672 | 61800 | 0.4570 | 0.0077 | 0.3745 | 0.8232 | 0.3745 |
| 0.4495 | 6.0770 | 61900 | 0.4532 | 0.0077 | 0.3756 | 0.8247 | 0.3756 |
| 0.46 | 6.0868 | 62000 | 0.4524 | 0.0077 | 0.3829 | 0.8251 | 0.3829 |
| 0.412 | 6.0966 | 62100 | 0.4485 | 0.0077 | 0.3785 | 0.8256 | 0.3785 |
| 0.4569 | 6.1064 | 62200 | 0.4552 | 0.0077 | 0.3760 | 0.8244 | 0.3760 |
| 0.3955 | 6.1162 | 62300 | 0.4565 | 0.0077 | 0.3733 | 0.8239 | 0.3733 |
| 0.4402 | 6.1261 | 62400 | 0.4536 | 0.0077 | 0.3725 | 0.8237 | 0.3725 |
| 0.4056 | 6.1359 | 62500 | 0.4561 | 0.0077 | 0.3735 | 0.8230 | 0.3735 |
| 0.3904 | 6.1457 | 62600 | 0.4539 | 0.0077 | 0.3791 | 0.8247 | 0.3791 |
| 0.384 | 6.1555 | 62700 | 0.4588 | 0.0077 | 0.3727 | 0.8237 | 0.3727 |
| 0.4147 | 6.1653 | 62800 | 0.4535 | 0.0077 | 0.3764 | 0.8237 | 0.3764 |
| 0.4603 | 6.1751 | 62900 | 0.4550 | 0.0077 | 0.3759 | 0.8240 | 0.3759 |
| 0.4294 | 6.1850 | 63000 | 0.4502 | 0.0077 | 0.3782 | 0.8250 | 0.3782 |
| 0.4587 | 6.1948 | 63100 | 0.4547 | 0.0077 | 0.3779 | 0.8236 | 0.3779 |
| 0.4559 | 6.2046 | 63200 | 0.4513 | 0.0077 | 0.3794 | 0.8257 | 0.3794 |
| 0.4333 | 6.2144 | 63300 | 0.4467 | 0.0077 | 0.3790 | 0.8273 | 0.3790 |
| 0.4097 | 6.2242 | 63400 | 0.4506 | 0.0077 | 0.3843 | 0.8261 | 0.3843 |
| 0.4267 | 6.2340 | 63500 | 0.4491 | 0.0077 | 0.3781 | 0.8249 | 0.3781 |
| 0.4222 | 6.2439 | 63600 | 0.4525 | 0.0077 | 0.3753 | 0.8241 | 0.3753 |
| 0.4258 | 6.2537 | 63700 | 0.4521 | 0.0077 | 0.3820 | 0.8261 | 0.3820 |
| 0.4154 | 6.2635 | 63800 | 0.4514 | 0.0077 | 0.3816 | 0.8252 | 0.3816 |
| 0.4517 | 6.2733 | 63900 | 0.4526 | 0.0077 | 0.3764 | 0.8235 | 0.3764 |
| 0.494 | 6.2831 | 64000 | 0.4485 | 0.0077 | 0.3760 | 0.8251 | 0.3760 |
| 0.4616 | 6.2930 | 64100 | 0.4511 | 0.0077 | 0.3813 | 0.8254 | 0.3813 |
| 0.4199 | 6.3028 | 64200 | 0.4471 | 0.0077 | 0.3844 | 0.8269 | 0.3844 |
| 0.4231 | 6.3126 | 64300 | 0.4525 | 0.0077 | 0.3855 | 0.8253 | 0.3855 |
| 0.4065 | 6.3224 | 64400 | 0.4486 | 0.0077 | 0.3822 | 0.8266 | 0.3822 |
| 0.385 | 6.3322 | 64500 | 0.4526 | 0.0077 | 0.3774 | 0.8246 | 0.3774 |
| 0.4302 | 6.3420 | 64600 | 0.4512 | 0.0077 | 0.3788 | 0.8254 | 0.3788 |
| 0.4041 | 6.3519 | 64700 | 0.4495 | 0.0077 | 0.3792 | 0.8258 | 0.3792 |
| 0.4222 | 6.3617 | 64800 | 0.4496 | 0.0077 | 0.3854 | 0.8264 | 0.3854 |
| 0.4339 | 6.3715 | 64900 | 0.4535 | 0.0077 | 0.3803 | 0.8250 | 0.3803 |
| 0.4338 | 6.3813 | 65000 | 0.4509 | 0.0077 | 0.3815 | 0.8250 | 0.3815 |
| 0.4501 | 6.3911 | 65100 | 0.4509 | 0.0077 | 0.3758 | 0.8236 | 0.3758 |
| 0.4661 | 6.4009 | 65200 | 0.4499 | 0.0077 | 0.3782 | 0.8238 | 0.3782 |
| 0.4278 | 6.4108 | 65300 | 0.4538 | 0.0077 | 0.3800 | 0.8247 | 0.3800 |
| 0.4533 | 6.4206 | 65400 | 0.4492 | 0.0077 | 0.3809 | 0.8262 | 0.3809 |
| 0.4462 | 6.4304 | 65500 | 0.4534 | 0.0077 | 0.3778 | 0.8245 | 0.3778 |
| 0.4444 | 6.4402 | 65600 | 0.4478 | 0.0077 | 0.3798 | 0.8262 | 0.3798 |
| 0.4583 | 6.4500 | 65700 | 0.4504 | 0.0077 | 0.3749 | 0.8239 | 0.3749 |
| 0.4366 | 6.4598 | 65800 | 0.4504 | 0.0077 | 0.3767 | 0.8247 | 0.3767 |
| 0.4175 | 6.4697 | 65900 | 0.4526 | 0.0077 | 0.3762 | 0.8238 | 0.3762 |
| 0.4664 | 6.4795 | 66000 | 0.4487 | 0.0077 | 0.3800 | 0.8245 | 0.3800 |
| 0.3925 | 6.4893 | 66100 | 0.4524 | 0.0077 | 0.3714 | 0.8234 | 0.3714 |
| 0.3986 | 6.4991 | 66200 | 0.4490 | 0.0077 | 0.3788 | 0.8247 | 0.3788 |
| 0.4409 | 6.5089 | 66300 | 0.4498 | 0.0077 | 0.3724 | 0.8234 | 0.3724 |
| 0.4006 | 6.5188 | 66400 | 0.4514 | 0.0077 | 0.3744 | 0.8244 | 0.3744 |
| 0.4298 | 6.5286 | 66500 | 0.4479 | 0.0077 | 0.3850 | 0.8274 | 0.3850 |
| 0.3853 | 6.5384 | 66600 | 0.4482 | 0.0077 | 0.3809 | 0.8258 | 0.3809 |
| 0.4197 | 6.5482 | 66700 | 0.4514 | 0.0077 | 0.3794 | 0.8241 | 0.3794 |
| 0.4304 | 6.5580 | 66800 | 0.4464 | 0.0077 | 0.3767 | 0.8265 | 0.3767 |
| 0.496 | 6.5678 | 66900 | 0.4489 | 0.0077 | 0.3835 | 0.8267 | 0.3835 |
| 0.4512 | 6.5777 | 67000 | 0.4473 | 0.0077 | 0.3768 | 0.8252 | 0.3768 |
| 0.4257 | 6.5875 | 67100 | 0.4482 | 0.0077 | 0.3799 | 0.8252 | 0.3799 |
| 0.4178 | 6.5973 | 67200 | 0.4481 | 0.0077 | 0.3788 | 0.8258 | 0.3788 |
| 0.3924 | 6.6071 | 67300 | 0.4482 | 0.0077 | 0.3831 | 0.8276 | 0.3831 |
| 0.3984 | 6.6169 | 67400 | 0.4452 | 0.0077 | 0.3831 | 0.8273 | 0.3831 |
| 0.4571 | 6.6267 | 67500 | 0.4487 | 0.0077 | 0.3793 | 0.8262 | 0.3793 |
| 0.425 | 6.6366 | 67600 | 0.4549 | 0.0077 | 0.3782 | 0.8240 | 0.3782 |
| 0.545 | 6.6464 | 67700 | 0.4479 | 0.0077 | 0.3762 | 0.8241 | 0.3762 |
| 0.4126 | 6.6562 | 67800 | 0.4432 | 0.0077 | 0.3824 | 0.8268 | 0.3824 |
| 0.3991 | 6.6660 | 67900 | 0.4467 | 0.0077 | 0.3842 | 0.8259 | 0.3842 |
| 0.426 | 6.6758 | 68000 | 0.4505 | 0.0077 | 0.3827 | 0.8258 | 0.3827 |
| 0.4119 | 6.6856 | 68100 | 0.4500 | 0.0077 | 0.3816 | 0.8247 | 0.3816 |
| 0.4053 | 6.6955 | 68200 | 0.4512 | 0.0077 | 0.3771 | 0.8255 | 0.3771 |
| 0.4046 | 6.7053 | 68300 | 0.4503 | 0.0077 | 0.3819 | 0.8240 | 0.3819 |
| 0.3875 | 6.7151 | 68400 | 0.4450 | 0.0077 | 0.3845 | 0.8273 | 0.3845 |
| 0.4569 | 6.7249 | 68500 | 0.4519 | 0.0077 | 0.3804 | 0.8260 | 0.3804 |
| 0.4156 | 6.7347 | 68600 | 0.4477 | 0.0077 | 0.3858 | 0.8280 | 0.3858 |
| 0.3535 | 6.7446 | 68700 | 0.4477 | 0.0077 | 0.3867 | 0.8262 | 0.3867 |
| 0.4134 | 6.7544 | 68800 | 0.4475 | 0.0077 | 0.3837 | 0.8256 | 0.3837 |
| 0.4258 | 6.7642 | 68900 | 0.4478 | 0.0077 | 0.3780 | 0.8257 | 0.3780 |
| 0.4756 | 6.7740 | 69000 | 0.4460 | 0.0077 | 0.3824 | 0.8256 | 0.3824 |
| 0.4296 | 6.7838 | 69100 | 0.4502 | 0.0077 | 0.3802 | 0.8252 | 0.3802 |
| 0.5027 | 6.7936 | 69200 | 0.4449 | 0.0077 | 0.3814 | 0.8256 | 0.3814 |
| 0.389 | 6.8035 | 69300 | 0.4512 | 0.0077 | 0.3756 | 0.8238 | 0.3756 |
| 0.464 | 6.8133 | 69400 | 0.4508 | 0.0077 | 0.3785 | 0.8233 | 0.3785 |
| 0.4622 | 6.8231 | 69500 | 0.4561 | 0.0077 | 0.3768 | 0.8240 | 0.3768 |
| 0.4318 | 6.8329 | 69600 | 0.4446 | 0.0077 | 0.3831 | 0.8269 | 0.3831 |
| 0.4513 | 6.8427 | 69700 | 0.4504 | 0.0077 | 0.3790 | 0.8243 | 0.3790 |
| 0.4076 | 6.8525 | 69800 | 0.4492 | 0.0077 | 0.3818 | 0.8257 | 0.3818 |
| 0.3951 | 6.8624 | 69900 | 0.4515 | 0.0077 | 0.3791 | 0.8253 | 0.3791 |
| 0.4284 | 6.8722 | 70000 | 0.4510 | 0.0077 | 0.3797 | 0.8237 | 0.3797 |
| 0.4089 | 6.8820 | 70100 | 0.4456 | 0.0077 | 0.3823 | 0.8273 | 0.3823 |
| 0.4442 | 6.8918 | 70200 | 0.4510 | 0.0077 | 0.3820 | 0.8253 | 0.3820 |
| 0.4303 | 6.9016 | 70300 | 0.4475 | 0.0077 | 0.3815 | 0.8256 | 0.3815 |
| 0.4348 | 6.9114 | 70400 | 0.4484 | 0.0077 | 0.3839 | 0.8259 | 0.3839 |
| 0.4248 | 6.9213 | 70500 | 0.4451 | 0.0077 | 0.3849 | 0.8272 | 0.3849 |
| 0.4005 | 6.9311 | 70600 | 0.4471 | 0.0077 | 0.3828 | 0.8264 | 0.3828 |
| 0.424 | 6.9409 | 70700 | 0.4450 | 0.0077 | 0.3821 | 0.8277 | 0.3821 |
| 0.4193 | 6.9507 | 70800 | 0.4443 | 0.0077 | 0.3777 | 0.8267 | 0.3777 |
| 0.421 | 6.9605 | 70900 | 0.4492 | 0.0077 | 0.3883 | 0.8277 | 0.3883 |
| 0.5106 | 6.9704 | 71000 | 0.4449 | 0.0077 | 0.3829 | 0.8269 | 0.3829 |
| 0.4409 | 6.9802 | 71100 | 0.4462 | 0.0077 | 0.3843 | 0.8272 | 0.3843 |
| 0.4807 | 6.9900 | 71200 | 0.4448 | 0.0077 | 0.3817 | 0.8268 | 0.3817 |
| 0.4424 | 6.9998 | 71300 | 0.4434 | 0.0077 | 0.3854 | 0.8274 | 0.3854 |
| 0.3494 | 7.0096 | 71400 | 0.4464 | 0.0077 | 0.3815 | 0.8267 | 0.3815 |
| 0.4176 | 7.0194 | 71500 | 0.4446 | 0.0077 | 0.3855 | 0.8279 | 0.3855 |
| 0.335 | 7.0293 | 71600 | 0.4452 | 0.0077 | 0.3806 | 0.8271 | 0.3806 |
| 0.4362 | 7.0391 | 71700 | 0.4487 | 0.0077 | 0.3800 | 0.8272 | 0.3800 |
| 0.3981 | 7.0489 | 71800 | 0.4484 | 0.0077 | 0.3838 | 0.8266 | 0.3838 |
| 0.4448 | 7.0587 | 71900 | 0.4477 | 0.0077 | 0.3856 | 0.8263 | 0.3856 |
| 0.4317 | 7.0685 | 72000 | 0.4424 | 0.0077 | 0.3853 | 0.8279 | 0.3853 |
| 0.4416 | 7.0783 | 72100 | 0.4465 | 0.0077 | 0.3878 | 0.8274 | 0.3878 |
| 0.4162 | 7.0882 | 72200 | 0.4465 | 0.0077 | 0.3894 | 0.8282 | 0.3894 |
| 0.4332 | 7.0980 | 72300 | 0.4466 | 0.0077 | 0.3865 | 0.8272 | 0.3865 |
| 0.4222 | 7.1078 | 72400 | 0.4395 | 0.0077 | 0.3899 | 0.8288 | 0.3899 |
| 0.388 | 7.1176 | 72500 | 0.4452 | 0.0077 | 0.3828 | 0.8275 | 0.3828 |
| 0.3822 | 7.1274 | 72600 | 0.4426 | 0.0077 | 0.3942 | 0.8304 | 0.3942 |
| 0.3967 | 7.1372 | 72700 | 0.4459 | 0.0077 | 0.3860 | 0.8284 | 0.3860 |
| 0.432 | 7.1471 | 72800 | 0.4419 | 0.0077 | 0.3949 | 0.8302 | 0.3949 |
| 0.4343 | 7.1569 | 72900 | 0.4436 | 0.0077 | 0.3866 | 0.8272 | 0.3866 |
| 0.3798 | 7.1667 | 73000 | 0.4415 | 0.0077 | 0.3924 | 0.8282 | 0.3924 |
| 0.4014 | 7.1765 | 73100 | 0.4453 | 0.0077 | 0.3811 | 0.8262 | 0.3811 |
| 0.4146 | 7.1863 | 73200 | 0.4464 | 0.0077 | 0.3864 | 0.8263 | 0.3864 |
| 0.4312 | 7.1962 | 73300 | 0.4448 | 0.0077 | 0.3861 | 0.8279 | 0.3861 |
| 0.406 | 7.2060 | 73400 | 0.4445 | 0.0077 | 0.3884 | 0.8279 | 0.3884 |
| 0.384 | 7.2158 | 73500 | 0.4479 | 0.0077 | 0.3830 | 0.8261 | 0.3830 |
| 0.4216 | 7.2256 | 73600 | 0.4416 | 0.0077 | 0.3847 | 0.8281 | 0.3847 |
| 0.4729 | 7.2354 | 73700 | 0.4449 | 0.0077 | 0.3840 | 0.8271 | 0.3840 |
| 0.3982 | 7.2452 | 73800 | 0.4438 | 0.0077 | 0.3858 | 0.8281 | 0.3858 |
| 0.425 | 7.2551 | 73900 | 0.4433 | 0.0077 | 0.3869 | 0.8286 | 0.3869 |
| 0.3979 | 7.2649 | 74000 | 0.4436 | 0.0077 | 0.3861 | 0.8274 | 0.3861 |
| 0.4053 | 7.2747 | 74100 | 0.4428 | 0.0077 | 0.3924 | 0.8290 | 0.3924 |
| 0.4441 | 7.2845 | 74200 | 0.4482 | 0.0077 | 0.3822 | 0.8269 | 0.3822 |
| 0.4669 | 7.2943 | 74300 | 0.4461 | 0.0077 | 0.3822 | 0.8267 | 0.3822 |
| 0.3837 | 7.3041 | 74400 | 0.4421 | 0.0077 | 0.3897 | 0.8289 | 0.3897 |
| 0.3716 | 7.3140 | 74500 | 0.4437 | 0.0077 | 0.3910 | 0.8287 | 0.3910 |
| 0.4083 | 7.3238 | 74600 | 0.4433 | 0.0077 | 0.3797 | 0.8263 | 0.3797 |
| 0.4242 | 7.3336 | 74700 | 0.4449 | 0.0077 | 0.3829 | 0.8276 | 0.3829 |
| 0.3873 | 7.3434 | 74800 | 0.4486 | 0.0077 | 0.3860 | 0.8275 | 0.3860 |
| 0.4309 | 7.3532 | 74900 | 0.4459 | 0.0077 | 0.3844 | 0.8270 | 0.3844 |
| 0.4595 | 7.3630 | 75000 | 0.4396 | 0.0077 | 0.3885 | 0.8284 | 0.3885 |
| 0.4834 | 7.3729 | 75100 | 0.4422 | 0.0077 | 0.3894 | 0.8286 | 0.3894 |
| 0.4053 | 7.3827 | 75200 | 0.4443 | 0.0077 | 0.3866 | 0.8283 | 0.3866 |
| 0.4547 | 7.3925 | 75300 | 0.4464 | 0.0077 | 0.3809 | 0.8254 | 0.3809 |
| 0.4135 | 7.4023 | 75400 | 0.4404 | 0.0077 | 0.3836 | 0.8279 | 0.3836 |
| 0.4716 | 7.4121 | 75500 | 0.4455 | 0.0077 | 0.3864 | 0.8276 | 0.3864 |
| 0.44 | 7.4220 | 75600 | 0.4454 | 0.0077 | 0.3845 | 0.8271 | 0.3845 |
| 0.412 | 7.4318 | 75700 | 0.4458 | 0.0077 | 0.3829 | 0.8278 | 0.3829 |
| 0.4434 | 7.4416 | 75800 | 0.4423 | 0.0077 | 0.3875 | 0.8282 | 0.3875 |
| 0.4556 | 7.4514 | 75900 | 0.4477 | 0.0077 | 0.3864 | 0.8262 | 0.3864 |
| 0.4415 | 7.4612 | 76000 | 0.4452 | 0.0077 | 0.3862 | 0.8275 | 0.3862 |
| 0.4298 | 7.4710 | 76100 | 0.4416 | 0.0077 | 0.3854 | 0.8290 | 0.3854 |
| 0.3964 | 7.4809 | 76200 | 0.4427 | 0.0077 | 0.3837 | 0.8277 | 0.3837 |
| 0.4236 | 7.4907 | 76300 | 0.4409 | 0.0077 | 0.3904 | 0.8285 | 0.3904 |
| 0.4242 | 7.5005 | 76400 | 0.4472 | 0.0077 | 0.3811 | 0.8272 | 0.3811 |
| 0.3675 | 7.5103 | 76500 | 0.4416 | 0.0077 | 0.3890 | 0.8278 | 0.3890 |
| 0.4268 | 7.5201 | 76600 | 0.4458 | 0.0077 | 0.3823 | 0.8266 | 0.3823 |
| 0.4146 | 7.5299 | 76700 | 0.4436 | 0.0077 | 0.3851 | 0.8272 | 0.3851 |
| 0.4366 | 7.5398 | 76800 | 0.4413 | 0.0077 | 0.3888 | 0.8286 | 0.3888 |
| 0.4376 | 7.5496 | 76900 | 0.4427 | 0.0077 | 0.3895 | 0.8285 | 0.3895 |
| 0.4432 | 7.5594 | 77000 | 0.4431 | 0.0077 | 0.3850 | 0.8279 | 0.3850 |
| 0.4233 | 7.5692 | 77100 | 0.4440 | 0.0077 | 0.3915 | 0.8291 | 0.3915 |
| 0.4042 | 7.5790 | 77200 | 0.4435 | 0.0077 | 0.3851 | 0.8275 | 0.3851 |
| 0.4075 | 7.5888 | 77300 | 0.4411 | 0.0077 | 0.3916 | 0.8289 | 0.3916 |
| 0.386 | 7.5987 | 77400 | 0.4416 | 0.0077 | 0.3878 | 0.8282 | 0.3878 |
| 0.4623 | 7.6085 | 77500 | 0.4445 | 0.0077 | 0.3820 | 0.8274 | 0.3820 |
| 0.411 | 7.6183 | 77600 | 0.4395 | 0.0077 | 0.3871 | 0.8294 | 0.3871 |
| 0.3532 | 7.6281 | 77700 | 0.4427 | 0.0077 | 0.3902 | 0.8293 | 0.3902 |
| 0.4448 | 7.6379 | 77800 | 0.4405 | 0.0077 | 0.3900 | 0.8287 | 0.3900 |
| 0.4059 | 7.6478 | 77900 | 0.4425 | 0.0077 | 0.3855 | 0.8284 | 0.3855 |
| 0.4331 | 7.6576 | 78000 | 0.4435 | 0.0077 | 0.3863 | 0.8283 | 0.3863 |
| 0.418 | 7.6674 | 78100 | 0.4464 | 0.0077 | 0.3822 | 0.8269 | 0.3822 |
| 0.4108 | 7.6772 | 78200 | 0.4427 | 0.0077 | 0.3892 | 0.8280 | 0.3892 |
| 0.4206 | 7.6870 | 78300 | 0.4424 | 0.0077 | 0.3878 | 0.8288 | 0.3878 |
| 0.3709 | 7.6968 | 78400 | 0.4419 | 0.0077 | 0.3958 | 0.8290 | 0.3958 |
| 0.4331 | 7.7067 | 78500 | 0.4432 | 0.0077 | 0.3878 | 0.8287 | 0.3878 |
| 0.4114 | 7.7165 | 78600 | 0.4442 | 0.0077 | 0.3840 | 0.8277 | 0.3840 |
| 0.4123 | 7.7263 | 78700 | 0.4408 | 0.0077 | 0.3931 | 0.8300 | 0.3931 |
| 0.4222 | 7.7361 | 78800 | 0.4404 | 0.0077 | 0.3873 | 0.8292 | 0.3873 |
| 0.4286 | 7.7459 | 78900 | 0.4398 | 0.0077 | 0.3948 | 0.8296 | 0.3948 |
| 0.3568 | 7.7557 | 79000 | 0.4375 | 0.0077 | 0.3887 | 0.8302 | 0.3887 |
| 0.4227 | 7.7656 | 79100 | 0.4422 | 0.0077 | 0.3862 | 0.8274 | 0.3862 |
| 0.3955 | 7.7754 | 79200 | 0.4387 | 0.0077 | 0.3895 | 0.8304 | 0.3895 |
| 0.4337 | 7.7852 | 79300 | 0.4371 | 0.0077 | 0.3877 | 0.8301 | 0.3877 |
| 0.416 | 7.7950 | 79400 | 0.4404 | 0.0077 | 0.3929 | 0.8300 | 0.3929 |
| 0.4229 | 7.8048 | 79500 | 0.4448 | 0.0077 | 0.3874 | 0.8279 | 0.3874 |
| 0.4193 | 7.8146 | 79600 | 0.4401 | 0.0077 | 0.3940 | 0.8298 | 0.3940 |
| 0.4373 | 7.8245 | 79700 | 0.4408 | 0.0077 | 0.3920 | 0.8294 | 0.3920 |
| 0.4142 | 7.8343 | 79800 | 0.4408 | 0.0077 | 0.3866 | 0.8286 | 0.3866 |
| 0.4162 | 7.8441 | 79900 | 0.4453 | 0.0077 | 0.3848 | 0.8277 | 0.3848 |
| 0.4074 | 7.8539 | 80000 | 0.4348 | 0.0077 | 0.3979 | 0.8321 | 0.3979 |
| 0.4106 | 7.8637 | 80100 | 0.4412 | 0.0077 | 0.3856 | 0.8276 | 0.3856 |
| 0.371 | 7.8736 | 80200 | 0.4430 | 0.0077 | 0.3840 | 0.8279 | 0.3840 |
| 0.433 | 7.8834 | 80300 | 0.4417 | 0.0077 | 0.3892 | 0.8289 | 0.3892 |
| 0.4952 | 7.8932 | 80400 | 0.4450 | 0.0077 | 0.3879 | 0.8279 | 0.3879 |
| 0.4024 | 7.9030 | 80500 | 0.4439 | 0.0077 | 0.3854 | 0.8283 | 0.3854 |
| 0.3721 | 7.9128 | 80600 | 0.4369 | 0.0077 | 0.3907 | 0.8305 | 0.3907 |
| 0.4096 | 7.9226 | 80700 | 0.4375 | 0.0077 | 0.3926 | 0.8306 | 0.3926 |
| 0.4399 | 7.9325 | 80800 | 0.4435 | 0.0077 | 0.3866 | 0.8275 | 0.3866 |
| 0.4459 | 7.9423 | 80900 | 0.4405 | 0.0077 | 0.3931 | 0.8297 | 0.3931 |
| 0.4354 | 7.9521 | 81000 | 0.4361 | 0.0077 | 0.3930 | 0.8309 | 0.3930 |
| 0.3772 | 7.9619 | 81100 | 0.4420 | 0.0077 | 0.3887 | 0.8295 | 0.3887 |
| 0.4108 | 7.9717 | 81200 | 0.4401 | 0.0077 | 0.3886 | 0.8293 | 0.3886 |
| 0.3974 | 7.9815 | 81300 | 0.4429 | 0.0077 | 0.3871 | 0.8277 | 0.3871 |
| 0.4015 | 7.9914 | 81400 | 0.4397 | 0.0077 | 0.3922 | 0.8304 | 0.3922 |
| 0.3849 | 8.0012 | 81500 | 0.4390 | 0.0077 | 0.3887 | 0.8293 | 0.3887 |
| 0.3742 | 8.0110 | 81600 | 0.4401 | 0.0077 | 0.3907 | 0.8299 | 0.3907 |
| 0.3908 | 8.0208 | 81700 | 0.4411 | 0.0077 | 0.3904 | 0.8290 | 0.3904 |
| 0.4056 | 8.0306 | 81800 | 0.4376 | 0.0077 | 0.3897 | 0.8302 | 0.3897 |
| 0.3708 | 8.0404 | 81900 | 0.4391 | 0.0077 | 0.3902 | 0.8304 | 0.3902 |
| 0.402 | 8.0503 | 82000 | 0.4432 | 0.0077 | 0.3920 | 0.8291 | 0.3920 |
| 0.4005 | 8.0601 | 82100 | 0.4412 | 0.0077 | 0.3911 | 0.8293 | 0.3911 |
| 0.3479 | 8.0699 | 82200 | 0.4408 | 0.0077 | 0.3902 | 0.8295 | 0.3902 |
| 0.3213 | 8.0797 | 82300 | 0.4477 | 0.0077 | 0.3807 | 0.8268 | 0.3807 |
| 0.4584 | 8.0895 | 82400 | 0.4446 | 0.0077 | 0.3848 | 0.8284 | 0.3848 |
| 0.4128 | 8.0994 | 82500 | 0.4411 | 0.0077 | 0.3932 | 0.8293 | 0.3932 |
| 0.3968 | 8.1092 | 82600 | 0.4399 | 0.0077 | 0.3903 | 0.8294 | 0.3903 |
| 0.4053 | 8.1190 | 82700 | 0.4407 | 0.0077 | 0.3908 | 0.8292 | 0.3908 |
| 0.4936 | 8.1288 | 82800 | 0.4404 | 0.0077 | 0.3911 | 0.8290 | 0.3911 |
| 0.39 | 8.1386 | 82900 | 0.4408 | 0.0077 | 0.3859 | 0.8280 | 0.3859 |
| 0.4075 | 8.1484 | 83000 | 0.4368 | 0.0077 | 0.3919 | 0.8308 | 0.3919 |
| 0.4347 | 8.1583 | 83100 | 0.4388 | 0.0077 | 0.3924 | 0.8289 | 0.3924 |
| 0.4301 | 8.1681 | 83200 | 0.4401 | 0.0077 | 0.3930 | 0.8306 | 0.3930 |
| 0.4157 | 8.1779 | 83300 | 0.4364 | 0.0077 | 0.3927 | 0.8315 | 0.3927 |
| 0.3548 | 8.1877 | 83400 | 0.4408 | 0.0077 | 0.3882 | 0.8295 | 0.3882 |
| 0.4018 | 8.1975 | 83500 | 0.4454 | 0.0077 | 0.3875 | 0.8284 | 0.3875 |
| 0.3826 | 8.2073 | 83600 | 0.4407 | 0.0077 | 0.3895 | 0.8295 | 0.3895 |
| 0.389 | 8.2172 | 83700 | 0.4407 | 0.0077 | 0.3838 | 0.8283 | 0.3838 |
| 0.3778 | 8.2270 | 83800 | 0.4380 | 0.0077 | 0.3940 | 0.8300 | 0.3940 |
| 0.3509 | 8.2368 | 83900 | 0.4380 | 0.0077 | 0.3916 | 0.8298 | 0.3916 |
| 0.3944 | 8.2466 | 84000 | 0.4391 | 0.0077 | 0.3981 | 0.8317 | 0.3981 |
| 0.377 | 8.2564 | 84100 | 0.4392 | 0.0077 | 0.3929 | 0.8298 | 0.3929 |
| 0.3827 | 8.2662 | 84200 | 0.4378 | 0.0077 | 0.3945 | 0.8295 | 0.3945 |
| 0.3935 | 8.2761 | 84300 | 0.4397 | 0.0077 | 0.3877 | 0.8297 | 0.3877 |
| 0.4236 | 8.2859 | 84400 | 0.4375 | 0.0077 | 0.3993 | 0.8306 | 0.3993 |
| 0.4408 | 8.2957 | 84500 | 0.4375 | 0.0077 | 0.3895 | 0.8289 | 0.3895 |
| 0.3877 | 8.3055 | 84600 | 0.4409 | 0.0077 | 0.3904 | 0.8292 | 0.3904 |
| 0.4082 | 8.3153 | 84700 | 0.4397 | 0.0077 | 0.3906 | 0.8289 | 0.3906 |
| 0.4488 | 8.3252 | 84800 | 0.4414 | 0.0077 | 0.3909 | 0.8294 | 0.3909 |
| 0.3979 | 8.3350 | 84900 | 0.4411 | 0.0077 | 0.3852 | 0.8286 | 0.3852 |
| 0.382 | 8.3448 | 85000 | 0.4421 | 0.0077 | 0.3887 | 0.8282 | 0.3887 |
| 0.3548 | 8.3546 | 85100 | 0.4353 | 0.0077 | 0.3932 | 0.8317 | 0.3932 |
| 0.4036 | 8.3644 | 85200 | 0.4359 | 0.0077 | 0.3923 | 0.8312 | 0.3923 |
| 0.4094 | 8.3742 | 85300 | 0.4352 | 0.0077 | 0.3973 | 0.8314 | 0.3973 |
| 0.3401 | 8.3841 | 85400 | 0.4371 | 0.0077 | 0.3920 | 0.8320 | 0.3920 |
| 0.3112 | 8.3939 | 85500 | 0.4374 | 0.0077 | 0.3944 | 0.8308 | 0.3944 |
| 0.4344 | 8.4037 | 85600 | 0.4434 | 0.0077 | 0.3955 | 0.8305 | 0.3955 |
| 0.4085 | 8.4135 | 85700 | 0.4398 | 0.0077 | 0.3972 | 0.8324 | 0.3972 |
| 0.3776 | 8.4233 | 85800 | 0.4379 | 0.0077 | 0.3985 | 0.8320 | 0.3985 |
| 0.4017 | 8.4331 | 85900 | 0.4423 | 0.0077 | 0.3877 | 0.8276 | 0.3877 |
| 0.4084 | 8.4430 | 86000 | 0.4394 | 0.0077 | 0.3876 | 0.8292 | 0.3876 |
| 0.4346 | 8.4528 | 86100 | 0.4385 | 0.0077 | 0.3930 | 0.8303 | 0.3930 |
| 0.4152 | 8.4626 | 86200 | 0.4415 | 0.0077 | 0.3887 | 0.8276 | 0.3887 |
| 0.4432 | 8.4724 | 86300 | 0.4389 | 0.0077 | 0.3960 | 0.8306 | 0.3960 |
| 0.3919 | 8.4822 | 86400 | 0.4390 | 0.0077 | 0.3942 | 0.8313 | 0.3942 |
| 0.4282 | 8.4920 | 86500 | 0.4434 | 0.0077 | 0.3888 | 0.8279 | 0.3888 |
| 0.439 | 8.5019 | 86600 | 0.4366 | 0.0077 | 0.3882 | 0.8303 | 0.3882 |
| 0.3992 | 8.5117 | 86700 | 0.4375 | 0.0077 | 0.3878 | 0.8298 | 0.3878 |
| 0.4195 | 8.5215 | 86800 | 0.4374 | 0.0077 | 0.3963 | 0.8323 | 0.3963 |
| 0.371 | 8.5313 | 86900 | 0.4382 | 0.0077 | 0.3898 | 0.8300 | 0.3898 |
| 0.472 | 8.5411 | 87000 | 0.4384 | 0.0077 | 0.3949 | 0.8306 | 0.3949 |
| 0.3668 | 8.5510 | 87100 | 0.4383 | 0.0077 | 0.3931 | 0.8301 | 0.3931 |
| 0.3961 | 8.5608 | 87200 | 0.4395 | 0.0077 | 0.3876 | 0.8286 | 0.3876 |
| 0.4738 | 8.5706 | 87300 | 0.4404 | 0.0077 | 0.3897 | 0.8296 | 0.3897 |
| 0.427 | 8.5804 | 87400 | 0.4381 | 0.0077 | 0.3862 | 0.8291 | 0.3862 |
| 0.4235 | 8.5902 | 87500 | 0.4381 | 0.0077 | 0.3951 | 0.8310 | 0.3951 |
| 0.3968 | 8.6000 | 87600 | 0.4377 | 0.0077 | 0.3933 | 0.8307 | 0.3933 |
| 0.4397 | 8.6099 | 87700 | 0.4363 | 0.0077 | 0.3954 | 0.8320 | 0.3954 |
| 0.3887 | 8.6197 | 87800 | 0.4298 | 0.0077 | 0.4023 | 0.8335 | 0.4023 |
| 0.4326 | 8.6295 | 87900 | 0.4297 | 0.0077 | 0.4011 | 0.8329 | 0.4011 |
| 0.3914 | 8.6393 | 88000 | 0.4378 | 0.0077 | 0.3925 | 0.8309 | 0.3925 |
| 0.4119 | 8.6491 | 88100 | 0.4334 | 0.0077 | 0.3958 | 0.8314 | 0.3958 |
| 0.4481 | 8.6589 | 88200 | 0.4350 | 0.0077 | 0.3888 | 0.8294 | 0.3888 |
| 0.4137 | 8.6688 | 88300 | 0.4322 | 0.0077 | 0.3948 | 0.8325 | 0.3948 |
| 0.3664 | 8.6786 | 88400 | 0.4387 | 0.0077 | 0.3893 | 0.8302 | 0.3893 |
| 0.4167 | 8.6884 | 88500 | 0.4349 | 0.0077 | 0.3960 | 0.8315 | 0.3960 |
| 0.4021 | 8.6982 | 88600 | 0.4388 | 0.0077 | 0.3870 | 0.8300 | 0.3870 |
| 0.3615 | 8.7080 | 88700 | 0.4374 | 0.0077 | 0.3923 | 0.8309 | 0.3923 |
| 0.4675 | 8.7178 | 88800 | 0.4385 | 0.0077 | 0.3986 | 0.8311 | 0.3986 |
| 0.385 | 8.7277 | 88900 | 0.4318 | 0.0077 | 0.3961 | 0.8312 | 0.3961 |
| 0.3901 | 8.7375 | 89000 | 0.4321 | 0.0077 | 0.3967 | 0.8328 | 0.3967 |
| 0.4039 | 8.7473 | 89100 | 0.4340 | 0.0077 | 0.3998 | 0.8321 | 0.3998 |
| 0.3863 | 8.7571 | 89200 | 0.4381 | 0.0077 | 0.3901 | 0.8295 | 0.3901 |
| 0.3912 | 8.7669 | 89300 | 0.4343 | 0.0077 | 0.3943 | 0.8325 | 0.3943 |
| 0.3891 | 8.7768 | 89400 | 0.4331 | 0.0077 | 0.4009 | 0.8340 | 0.4009 |
| 0.4343 | 8.7866 | 89500 | 0.4343 | 0.0077 | 0.3967 | 0.8316 | 0.3967 |
| 0.4023 | 8.7964 | 89600 | 0.4337 | 0.0077 | 0.3936 | 0.8312 | 0.3936 |
| 0.3967 | 8.8062 | 89700 | 0.4362 | 0.0077 | 0.3917 | 0.8309 | 0.3917 |
| 0.4173 | 8.8160 | 89800 | 0.4366 | 0.0077 | 0.3921 | 0.8308 | 0.3921 |
| 0.4071 | 8.8258 | 89900 | 0.4337 | 0.0077 | 0.3936 | 0.8320 | 0.3936 |
| 0.3957 | 8.8357 | 90000 | 0.4343 | 0.0077 | 0.3955 | 0.8317 | 0.3955 |
| 0.4008 | 8.8455 | 90100 | 0.4314 | 0.0077 | 0.4005 | 0.8337 | 0.4005 |
| 0.3977 | 8.8553 | 90200 | 0.4343 | 0.0077 | 0.3977 | 0.8316 | 0.3977 |
| 0.3889 | 8.8651 | 90300 | 0.4342 | 0.0077 | 0.3907 | 0.8309 | 0.3907 |
| 0.39 | 8.8749 | 90400 | 0.4326 | 0.0077 | 0.3918 | 0.8313 | 0.3918 |
| 0.4031 | 8.8847 | 90500 | 0.4355 | 0.0077 | 0.3960 | 0.8328 | 0.3960 |
| 0.4355 | 8.8946 | 90600 | 0.4373 | 0.0077 | 0.3893 | 0.8300 | 0.3893 |
| 0.3741 | 8.9044 | 90700 | 0.4344 | 0.0077 | 0.3968 | 0.8316 | 0.3968 |
| 0.4213 | 8.9142 | 90800 | 0.4358 | 0.0077 | 0.3946 | 0.8301 | 0.3946 |
| 0.4471 | 8.9240 | 90900 | 0.4362 | 0.0077 | 0.3951 | 0.8307 | 0.3951 |
| 0.4048 | 8.9338 | 91000 | 0.4329 | 0.0077 | 0.4007 | 0.8329 | 0.4007 |
| 0.3751 | 8.9436 | 91100 | 0.4367 | 0.0077 | 0.3880 | 0.8298 | 0.3880 |
| 0.4187 | 8.9535 | 91200 | 0.4372 | 0.0077 | 0.3933 | 0.8301 | 0.3933 |
| 0.4061 | 8.9633 | 91300 | 0.4325 | 0.0077 | 0.3936 | 0.8311 | 0.3936 |
| 0.4363 | 8.9731 | 91400 | 0.4352 | 0.0077 | 0.3950 | 0.8307 | 0.3950 |
| 0.3591 | 8.9829 | 91500 | 0.4373 | 0.0077 | 0.3931 | 0.8307 | 0.3931 |
| 0.3982 | 8.9927 | 91600 | 0.4361 | 0.0077 | 0.3989 | 0.8318 | 0.3989 |
| 0.4037 | 9.0026 | 91700 | 0.4356 | 0.0077 | 0.3926 | 0.8298 | 0.3926 |
| 0.3997 | 9.0124 | 91800 | 0.4341 | 0.0077 | 0.3920 | 0.8314 | 0.3920 |
| 0.4253 | 9.0222 | 91900 | 0.4369 | 0.0077 | 0.3945 | 0.8307 | 0.3945 |
| 0.4704 | 9.0320 | 92000 | 0.4352 | 0.0077 | 0.4021 | 0.8333 | 0.4021 |
| 0.3388 | 9.0418 | 92100 | 0.4344 | 0.0077 | 0.3936 | 0.8307 | 0.3936 |
| 0.413 | 9.0516 | 92200 | 0.4376 | 0.0077 | 0.3945 | 0.8309 | 0.3945 |
| 0.4025 | 9.0615 | 92300 | 0.4316 | 0.0077 | 0.3958 | 0.8317 | 0.3958 |
| 0.3769 | 9.0713 | 92400 | 0.4316 | 0.0077 | 0.3950 | 0.8318 | 0.3950 |
| 0.4081 | 9.0811 | 92500 | 0.4324 | 0.0077 | 0.3924 | 0.8311 | 0.3924 |
| 0.4026 | 9.0909 | 92600 | 0.4353 | 0.0077 | 0.3947 | 0.8316 | 0.3947 |
| 0.4255 | 9.1007 | 92700 | 0.4361 | 0.0077 | 0.3971 | 0.8322 | 0.3971 |
| 0.3461 | 9.1105 | 92800 | 0.4373 | 0.0077 | 0.3932 | 0.8308 | 0.3932 |
| 0.3489 | 9.1204 | 92900 | 0.4297 | 0.0077 | 0.3990 | 0.8324 | 0.3990 |
| 0.3977 | 9.1302 | 93000 | 0.4357 | 0.0077 | 0.3970 | 0.8306 | 0.3970 |
| 0.381 | 9.1400 | 93100 | 0.4343 | 0.0077 | 0.3978 | 0.8317 | 0.3978 |
| 0.4138 | 9.1498 | 93200 | 0.4331 | 0.0077 | 0.4018 | 0.8339 | 0.4018 |
| 0.3959 | 9.1596 | 93300 | 0.4317 | 0.0077 | 0.4002 | 0.8316 | 0.4002 |
| 0.4675 | 9.1694 | 93400 | 0.4370 | 0.0077 | 0.4000 | 0.8329 | 0.4000 |
| 0.3963 | 9.1793 | 93500 | 0.4380 | 0.0077 | 0.3929 | 0.8297 | 0.3929 |
| 0.3984 | 9.1891 | 93600 | 0.4329 | 0.0077 | 0.4010 | 0.8323 | 0.4010 |
| 0.4178 | 9.1989 | 93700 | 0.4352 | 0.0077 | 0.3943 | 0.8303 | 0.3943 |
| 0.3992 | 9.2087 | 93800 | 0.4340 | 0.0077 | 0.3962 | 0.8313 | 0.3962 |
| 0.4143 | 9.2185 | 93900 | 0.4351 | 0.0077 | 0.4012 | 0.8329 | 0.4012 |
| 0.3716 | 9.2284 | 94000 | 0.4335 | 0.0077 | 0.3994 | 0.8319 | 0.3994 |
| 0.3918 | 9.2382 | 94100 | 0.4340 | 0.0077 | 0.4005 | 0.8322 | 0.4005 |
| 0.4015 | 9.2480 | 94200 | 0.4387 | 0.0077 | 0.3942 | 0.8296 | 0.3942 |
| 0.3876 | 9.2578 | 94300 | 0.4362 | 0.0077 | 0.3866 | 0.8297 | 0.3866 |
| 0.4462 | 9.2676 | 94400 | 0.4353 | 0.0077 | 0.3938 | 0.8307 | 0.3938 |
| 0.4026 | 9.2774 | 94500 | 0.4370 | 0.0077 | 0.3958 | 0.8302 | 0.3958 |
| 0.355 | 9.2873 | 94600 | 0.4381 | 0.0077 | 0.3940 | 0.8303 | 0.3940 |
| 0.4186 | 9.2971 | 94700 | 0.4351 | 0.0077 | 0.3958 | 0.8322 | 0.3958 |
| 0.393 | 9.3069 | 94800 | 0.4361 | 0.0077 | 0.3931 | 0.8297 | 0.3931 |
| 0.3831 | 9.3167 | 94900 | 0.4347 | 0.0077 | 0.3935 | 0.8312 | 0.3935 |
| 0.4307 | 9.3265 | 95000 | 0.4336 | 0.0077 | 0.3928 | 0.8309 | 0.3928 |
| 0.3995 | 9.3363 | 95100 | 0.4352 | 0.0077 | 0.3972 | 0.8318 | 0.3972 |
| 0.3882 | 9.3462 | 95200 | 0.4350 | 0.0077 | 0.3956 | 0.8310 | 0.3956 |
| 0.4124 | 9.3560 | 95300 | 0.4348 | 0.0077 | 0.3916 | 0.8308 | 0.3916 |
| 0.3297 | 9.3658 | 95400 | 0.4337 | 0.0077 | 0.3965 | 0.8327 | 0.3965 |
| 0.4069 | 9.3756 | 95500 | 0.4342 | 0.0077 | 0.3990 | 0.8312 | 0.3990 |
| 0.3693 | 9.3854 | 95600 | 0.4340 | 0.0077 | 0.3950 | 0.8318 | 0.3950 |
| 0.3759 | 9.3952 | 95700 | 0.4381 | 0.0077 | 0.3989 | 0.8332 | 0.3989 |
| 0.3619 | 9.4051 | 95800 | 0.4347 | 0.0077 | 0.3959 | 0.8323 | 0.3959 |
| 0.4078 | 9.4149 | 95900 | 0.4354 | 0.0077 | 0.3996 | 0.8324 | 0.3996 |
| 0.4237 | 9.4247 | 96000 | 0.4378 | 0.0077 | 0.3902 | 0.8306 | 0.3902 |
| 0.3719 | 9.4345 | 96100 | 0.4341 | 0.0077 | 0.3951 | 0.8313 | 0.3951 |
| 0.4396 | 9.4443 | 96200 | 0.4375 | 0.0077 | 0.3928 | 0.8308 | 0.3928 |
| 0.3856 | 9.4542 | 96300 | 0.4343 | 0.0077 | 0.3969 | 0.8320 | 0.3969 |
| 0.3954 | 9.4640 | 96400 | 0.4346 | 0.0077 | 0.3962 | 0.8323 | 0.3962 |
| 0.3584 | 9.4738 | 96500 | 0.4355 | 0.0077 | 0.3967 | 0.8312 | 0.3967 |
| 0.3829 | 9.4836 | 96600 | 0.4346 | 0.0077 | 0.3988 | 0.8333 | 0.3988 |
| 0.3279 | 9.4934 | 96700 | 0.4339 | 0.0077 | 0.3936 | 0.8317 | 0.3936 |
| 0.3753 | 9.5032 | 96800 | 0.4365 | 0.0077 | 0.3987 | 0.8322 | 0.3987 |
| 0.4142 | 9.5131 | 96900 | 0.4346 | 0.0077 | 0.3943 | 0.8301 | 0.3943 |
| 0.4414 | 9.5229 | 97000 | 0.4359 | 0.0077 | 0.3896 | 0.8308 | 0.3896 |
| 0.3975 | 9.5327 | 97100 | 0.4391 | 0.0077 | 0.3918 | 0.8293 | 0.3918 |
| 0.4294 | 9.5425 | 97200 | 0.4352 | 0.0077 | 0.3908 | 0.8315 | 0.3908 |
| 0.3791 | 9.5523 | 97300 | 0.4327 | 0.0077 | 0.3965 | 0.8330 | 0.3965 |
| 0.3889 | 9.5621 | 97400 | 0.4294 | 0.0077 | 0.3983 | 0.8332 | 0.3983 |
| 0.371 | 9.5720 | 97500 | 0.4355 | 0.0077 | 0.3946 | 0.8324 | 0.3946 |
| 0.4093 | 9.5818 | 97600 | 0.4313 | 0.0077 | 0.3987 | 0.8333 | 0.3987 |
| 0.4375 | 9.5916 | 97700 | 0.4382 | 0.0077 | 0.3878 | 0.8311 | 0.3878 |
| 0.3915 | 9.6014 | 97800 | 0.4363 | 0.0077 | 0.3907 | 0.8309 | 0.3907 |
| 0.3894 | 9.6112 | 97900 | 0.4298 | 0.0077 | 0.3997 | 0.8342 | 0.3997 |
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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