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| 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 |
| 3.0841 | 0.0098 | 100 | 3.0663 | 0.0077 | 0.0 | 0.2382 | 0.0 |
| 1.6305 | 0.0196 | 200 | 1.6342 | 0.0077 | 0.0020 | 0.3748 | 0.0020 |
| 1.4861 | 0.0295 | 300 | 1.5066 | 0.0077 | 0.0101 | 0.4172 | 0.0101 |
| 1.431 | 0.0393 | 400 | 1.4804 | 0.0077 | 0.0017 | 0.4295 | 0.0017 |
| 1.4006 | 0.0491 | 500 | 1.4505 | 0.0077 | 0.0036 | 0.4382 | 0.0036 |
| 1.3584 | 0.0589 | 600 | 1.4043 | 0.0077 | 0.0079 | 0.4585 | 0.0079 |
| 1.3951 | 0.0687 | 700 | 1.4001 | 0.0077 | 0.0072 | 0.4656 | 0.0072 |
| 1.4147 | 0.0785 | 800 | 1.3487 | 0.0077 | 0.0166 | 0.4841 | 0.0166 |
| 1.3268 | 0.0884 | 900 | 1.3254 | 0.0077 | 0.0258 | 0.4957 | 0.0258 |
| 1.3398 | 0.0982 | 1000 | 1.3251 | 0.0077 | 0.0235 | 0.4936 | 0.0235 |
| 1.2697 | 0.1080 | 1100 | 1.2828 | 0.0077 | 0.0295 | 0.5065 | 0.0295 |
| 1.2266 | 0.1178 | 1200 | 1.2735 | 0.0077 | 0.0342 | 0.5119 | 0.0342 |
| 1.2502 | 0.1276 | 1300 | 1.2583 | 0.0077 | 0.0356 | 0.5212 | 0.0356 |
| 1.2406 | 0.1374 | 1400 | 1.2211 | 0.0077 | 0.0427 | 0.5339 | 0.0427 |
| 1.1516 | 0.1473 | 1500 | 1.2062 | 0.0077 | 0.0496 | 0.5398 | 0.0496 |
| 1.1551 | 0.1571 | 1600 | 1.1672 | 0.0077 | 0.0518 | 0.5529 | 0.0518 |
| 1.1364 | 0.1669 | 1700 | 1.1567 | 0.0077 | 0.0506 | 0.5571 | 0.0506 |
| 1.1648 | 0.1767 | 1800 | 1.1396 | 0.0077 | 0.0550 | 0.5620 | 0.0550 |
| 1.0729 | 0.1865 | 1900 | 1.1231 | 0.0077 | 0.0619 | 0.5732 | 0.0619 |
| 1.0774 | 0.1963 | 2000 | 1.1108 | 0.0077 | 0.0644 | 0.5765 | 0.0644 |
| 1.0646 | 0.2062 | 2100 | 1.0835 | 0.0077 | 0.0639 | 0.5831 | 0.0639 |
| 1.0557 | 0.2160 | 2200 | 1.0689 | 0.0077 | 0.0694 | 0.5882 | 0.0694 |
| 1.1242 | 0.2258 | 2300 | 1.0585 | 0.0077 | 0.0680 | 0.5964 | 0.0680 |
| 0.9605 | 0.2356 | 2400 | 1.0260 | 0.0077 | 0.0790 | 0.6076 | 0.0790 |
| 0.9497 | 0.2454 | 2500 | 1.0214 | 0.0077 | 0.0764 | 0.6086 | 0.0764 |
| 1.0044 | 0.2553 | 2600 | 1.0033 | 0.0077 | 0.0854 | 0.6159 | 0.0854 |
| 1.0042 | 0.2651 | 2700 | 0.9786 | 0.0077 | 0.0931 | 0.6263 | 0.0931 |
| 0.9515 | 0.2749 | 2800 | 0.9606 | 0.0077 | 0.0946 | 0.6327 | 0.0946 |
| 0.902 | 0.2847 | 2900 | 0.9447 | 0.0077 | 0.0962 | 0.6380 | 0.0962 |
| 0.8998 | 0.2945 | 3000 | 0.9250 | 0.0077 | 0.1061 | 0.6452 | 0.1061 |
| 0.9344 | 0.3043 | 3100 | 0.9175 | 0.0077 | 0.1125 | 0.6492 | 0.1125 |
| 0.8915 | 0.3142 | 3200 | 0.9019 | 0.0077 | 0.1147 | 0.6569 | 0.1147 |
| 0.9046 | 0.3240 | 3300 | 0.8850 | 0.0077 | 0.1180 | 0.6615 | 0.1180 |
| 0.8241 | 0.3338 | 3400 | 0.8615 | 0.0077 | 0.1208 | 0.6693 | 0.1208 |
| 0.819 | 0.3436 | 3500 | 0.8636 | 0.0077 | 0.1321 | 0.6717 | 0.1321 |
| 0.8834 | 0.3534 | 3600 | 0.8605 | 0.0077 | 0.1264 | 0.6740 | 0.1264 |
| 0.8056 | 0.3632 | 3700 | 0.8604 | 0.0077 | 0.1306 | 0.6733 | 0.1306 |
| 0.8822 | 0.3731 | 3800 | 0.8335 | 0.0077 | 0.1359 | 0.6834 | 0.1359 |
| 0.7891 | 0.3829 | 3900 | 0.8330 | 0.0077 | 0.1414 | 0.6827 | 0.1414 |
| 0.8604 | 0.3927 | 4000 | 0.8336 | 0.0077 | 0.1389 | 0.6839 | 0.1389 |
| 0.7851 | 0.4025 | 4100 | 0.8162 | 0.0077 | 0.1419 | 0.6904 | 0.1419 |
| 0.7632 | 0.4123 | 4200 | 0.8311 | 0.0077 | 0.1317 | 0.6818 | 0.1317 |
| 0.7962 | 0.4221 | 4300 | 0.8044 | 0.0077 | 0.1526 | 0.6955 | 0.1526 |
| 0.8154 | 0.4320 | 4400 | 0.7960 | 0.0077 | 0.1518 | 0.6966 | 0.1518 |
| 0.789 | 0.4418 | 4500 | 0.7989 | 0.0077 | 0.1561 | 0.6966 | 0.1561 |
| 0.7781 | 0.4516 | 4600 | 0.7919 | 0.0077 | 0.1610 | 0.6998 | 0.1610 |
| 0.7966 | 0.4614 | 4700 | 0.7840 | 0.0077 | 0.1530 | 0.6996 | 0.1530 |
| 0.7822 | 0.4712 | 4800 | 0.7769 | 0.0077 | 0.1641 | 0.7032 | 0.1641 |
| 0.7425 | 0.4811 | 4900 | 0.7801 | 0.0077 | 0.1632 | 0.7033 | 0.1632 |
| 0.7742 | 0.4909 | 5000 | 0.7743 | 0.0077 | 0.1696 | 0.7040 | 0.1696 |
| 0.7898 | 0.5007 | 5100 | 0.7677 | 0.0077 | 0.1704 | 0.7086 | 0.1704 |
| 0.7647 | 0.5105 | 5200 | 0.7780 | 0.0077 | 0.1618 | 0.7048 | 0.1618 |
| 0.7825 | 0.5203 | 5300 | 0.7624 | 0.0077 | 0.1669 | 0.7080 | 0.1669 |
| 0.7736 | 0.5301 | 5400 | 0.7556 | 0.0077 | 0.1730 | 0.7137 | 0.1730 |
| 0.7648 | 0.5400 | 5500 | 0.7589 | 0.0077 | 0.1695 | 0.7103 | 0.1695 |
| 0.7662 | 0.5498 | 5600 | 0.7520 | 0.0077 | 0.1767 | 0.7143 | 0.1767 |
| 0.6933 | 0.5596 | 5700 | 0.7515 | 0.0077 | 0.1742 | 0.7134 | 0.1742 |
| 0.7812 | 0.5694 | 5800 | 0.7520 | 0.0077 | 0.1707 | 0.7134 | 0.1707 |
| 0.7458 | 0.5792 | 5900 | 0.7428 | 0.0077 | 0.1847 | 0.7193 | 0.1847 |
| 0.72 | 0.5890 | 6000 | 0.7436 | 0.0077 | 0.1746 | 0.7172 | 0.1746 |
| 0.6685 | 0.5989 | 6100 | 0.7392 | 0.0077 | 0.1774 | 0.7187 | 0.1774 |
| 0.7185 | 0.6087 | 6200 | 0.7329 | 0.0077 | 0.1855 | 0.7221 | 0.1855 |
| 0.7452 | 0.6185 | 6300 | 0.7214 | 0.0077 | 0.1845 | 0.7233 | 0.1845 |
| 0.6474 | 0.6283 | 6400 | 0.7180 | 0.0077 | 0.1885 | 0.7260 | 0.1885 |
| 0.7537 | 0.6381 | 6500 | 0.7223 | 0.0077 | 0.1862 | 0.7257 | 0.1862 |
| 0.7567 | 0.6479 | 6600 | 0.7221 | 0.0077 | 0.1847 | 0.7241 | 0.1847 |
| 0.6235 | 0.6578 | 6700 | 0.7223 | 0.0077 | 0.1904 | 0.7251 | 0.1904 |
| 0.7423 | 0.6676 | 6800 | 0.7176 | 0.0077 | 0.1878 | 0.7252 | 0.1878 |
| 0.647 | 0.6774 | 6900 | 0.7178 | 0.0077 | 0.1860 | 0.7265 | 0.1860 |
| 0.6819 | 0.6872 | 7000 | 0.7147 | 0.0077 | 0.1938 | 0.7280 | 0.1938 |
| 0.7387 | 0.6970 | 7100 | 0.7052 | 0.0077 | 0.1992 | 0.7308 | 0.1992 |
| 0.6317 | 0.7069 | 7200 | 0.7061 | 0.0077 | 0.1978 | 0.7302 | 0.1978 |
| 0.6629 | 0.7167 | 7300 | 0.6979 | 0.0077 | 0.1996 | 0.7325 | 0.1996 |
| 0.7084 | 0.7265 | 7400 | 0.6994 | 0.0077 | 0.2023 | 0.7326 | 0.2023 |
| 0.6381 | 0.7363 | 7500 | 0.7056 | 0.0077 | 0.2039 | 0.7311 | 0.2039 |
| 0.6998 | 0.7461 | 7600 | 0.6923 | 0.0077 | 0.2007 | 0.7372 | 0.2007 |
| 0.7406 | 0.7559 | 7700 | 0.7033 | 0.0077 | 0.2025 | 0.7319 | 0.2025 |
| 0.6906 | 0.7658 | 7800 | 0.6891 | 0.0077 | 0.1948 | 0.7346 | 0.1948 |
| 0.6432 | 0.7756 | 7900 | 0.6837 | 0.0077 | 0.2079 | 0.7377 | 0.2079 |
| 0.6668 | 0.7854 | 8000 | 0.6802 | 0.0077 | 0.2105 | 0.7389 | 0.2105 |
| 0.6251 | 0.7952 | 8100 | 0.6812 | 0.0077 | 0.2043 | 0.7382 | 0.2043 |
| 0.6763 | 0.8050 | 8200 | 0.6801 | 0.0077 | 0.1982 | 0.7376 | 0.1982 |
| 0.6134 | 0.8148 | 8300 | 0.6732 | 0.0077 | 0.2086 | 0.7416 | 0.2086 |
| 0.6877 | 0.8247 | 8400 | 0.6658 | 0.0077 | 0.2098 | 0.7437 | 0.2098 |
| 0.6382 | 0.8345 | 8500 | 0.6716 | 0.0077 | 0.2085 | 0.7405 | 0.2085 |
| 0.6618 | 0.8443 | 8600 | 0.6672 | 0.0077 | 0.2084 | 0.7449 | 0.2084 |
| 0.7106 | 0.8541 | 8700 | 0.6779 | 0.0077 | 0.2111 | 0.7407 | 0.2111 |
| 0.6613 | 0.8639 | 8800 | 0.6632 | 0.0077 | 0.2098 | 0.7451 | 0.2098 |
| 0.6881 | 0.8737 | 8900 | 0.6552 | 0.0077 | 0.2219 | 0.7492 | 0.2219 |
| 0.6505 | 0.8836 | 9000 | 0.6592 | 0.0077 | 0.2066 | 0.7448 | 0.2066 |
| 0.6128 | 0.8934 | 9100 | 0.6527 | 0.0077 | 0.2198 | 0.7498 | 0.2198 |
| 0.6256 | 0.9032 | 9200 | 0.6477 | 0.0077 | 0.2160 | 0.7492 | 0.2160 |
| 0.6412 | 0.9130 | 9300 | 0.6514 | 0.0077 | 0.2182 | 0.7486 | 0.2182 |
| 0.5971 | 0.9228 | 9400 | 0.6478 | 0.0077 | 0.2203 | 0.7508 | 0.2203 |
| 0.6576 | 0.9327 | 9500 | 0.6462 | 0.0077 | 0.2226 | 0.7499 | 0.2226 |
| 0.6735 | 0.9425 | 9600 | 0.6474 | 0.0077 | 0.2184 | 0.7508 | 0.2184 |
| 0.6632 | 0.9523 | 9700 | 0.6420 | 0.0077 | 0.2193 | 0.7526 | 0.2193 |
| 0.656 | 0.9621 | 9800 | 0.6482 | 0.0077 | 0.2197 | 0.7490 | 0.2197 |
| 0.6497 | 0.9719 | 9900 | 0.6369 | 0.0077 | 0.2274 | 0.7543 | 0.2274 |
| 0.6561 | 0.9817 | 10000 | 0.6439 | 0.0077 | 0.2166 | 0.7499 | 0.2166 |
| 0.615 | 0.9916 | 10100 | 0.6363 | 0.0077 | 0.2218 | 0.7544 | 0.2218 |
| 0.5648 | 1.0014 | 10200 | 0.6492 | 0.0077 | 0.2219 | 0.7510 | 0.2219 |
| 0.6311 | 1.0112 | 10300 | 0.6450 | 0.0077 | 0.2159 | 0.7500 | 0.2159 |
| 0.6101 | 1.0210 | 10400 | 0.6484 | 0.0077 | 0.2164 | 0.7489 | 0.2164 |
| 0.6201 | 1.0308 | 10500 | 0.6409 | 0.0077 | 0.2217 | 0.7529 | 0.2217 |
| 0.6171 | 1.0406 | 10600 | 0.6379 | 0.0077 | 0.2235 | 0.7538 | 0.2235 |
| 0.6188 | 1.0505 | 10700 | 0.6306 | 0.0077 | 0.2286 | 0.7562 | 0.2286 |
| 0.6248 | 1.0603 | 10800 | 0.6444 | 0.0077 | 0.2290 | 0.7531 | 0.2290 |
| 0.6198 | 1.0701 | 10900 | 0.6343 | 0.0077 | 0.2259 | 0.7553 | 0.2259 |
| 0.6557 | 1.0799 | 11000 | 0.6490 | 0.0077 | 0.2253 | 0.7510 | 0.2253 |
| 0.6314 | 1.0897 | 11100 | 0.6283 | 0.0077 | 0.2310 | 0.7564 | 0.2310 |
| 0.6756 | 1.0995 | 11200 | 0.6315 | 0.0077 | 0.2282 | 0.7559 | 0.2282 |
| 0.6222 | 1.1094 | 11300 | 0.6352 | 0.0077 | 0.2246 | 0.7554 | 0.2246 |
| 0.6345 | 1.1192 | 11400 | 0.6356 | 0.0077 | 0.2229 | 0.7522 | 0.2229 |
| 0.6158 | 1.1290 | 11500 | 0.6368 | 0.0077 | 0.2244 | 0.7539 | 0.2244 |
| 0.6378 | 1.1388 | 11600 | 0.6374 | 0.0077 | 0.2244 | 0.7540 | 0.2244 |
| 0.6549 | 1.1486 | 11700 | 0.6352 | 0.0077 | 0.2203 | 0.7534 | 0.2203 |
| 0.6436 | 1.1585 | 11800 | 0.6463 | 0.0077 | 0.2275 | 0.7525 | 0.2275 |
| 0.6587 | 1.1683 | 11900 | 0.6339 | 0.0077 | 0.2308 | 0.7572 | 0.2308 |
| 0.5789 | 1.1781 | 12000 | 0.6400 | 0.0077 | 0.2301 | 0.7548 | 0.2301 |
| 0.6289 | 1.1879 | 12100 | 0.6464 | 0.0077 | 0.2165 | 0.7504 | 0.2165 |
| 0.5952 | 1.1977 | 12200 | 0.6251 | 0.0077 | 0.2288 | 0.7587 | 0.2288 |
| 0.6186 | 1.2075 | 12300 | 0.6334 | 0.0077 | 0.2297 | 0.7561 | 0.2297 |
| 0.6348 | 1.2174 | 12400 | 0.6422 | 0.0077 | 0.2204 | 0.7520 | 0.2204 |
| 0.6486 | 1.2272 | 12500 | 0.6338 | 0.0077 | 0.2215 | 0.7551 | 0.2215 |
| 0.6112 | 1.2370 | 12600 | 0.6237 | 0.0077 | 0.2290 | 0.7568 | 0.2290 |
| 0.6294 | 1.2468 | 12700 | 0.6338 | 0.0077 | 0.2229 | 0.7547 | 0.2229 |
| 0.6029 | 1.2566 | 12800 | 0.6288 | 0.0077 | 0.2346 | 0.7576 | 0.2346 |
| 0.6765 | 1.2664 | 12900 | 0.6503 | 0.0077 | 0.2227 | 0.7496 | 0.2227 |
| 0.67 | 1.2763 | 13000 | 0.6397 | 0.0077 | 0.2239 | 0.7529 | 0.2239 |
| 0.6452 | 1.2861 | 13100 | 0.6422 | 0.0077 | 0.2264 | 0.7544 | 0.2264 |
| 0.6588 | 1.2959 | 13200 | 0.6442 | 0.0077 | 0.2260 | 0.7534 | 0.2260 |
| 0.6213 | 1.3057 | 13300 | 0.6389 | 0.0077 | 0.2207 | 0.7522 | 0.2207 |
| 0.6416 | 1.3155 | 13400 | 0.6478 | 0.0077 | 0.2239 | 0.7504 | 0.2239 |
| 0.6153 | 1.3253 | 13500 | 0.6474 | 0.0077 | 0.2105 | 0.7487 | 0.2105 |
| 0.6193 | 1.3352 | 13600 | 0.6519 | 0.0077 | 0.2166 | 0.7486 | 0.2166 |
| 0.6446 | 1.3450 | 13700 | 0.6481 | 0.0077 | 0.2154 | 0.7496 | 0.2154 |
| 0.6951 | 1.3548 | 13800 | 0.6547 | 0.0077 | 0.2091 | 0.7460 | 0.2091 |
| 0.6184 | 1.3646 | 13900 | 0.6574 | 0.0077 | 0.2176 | 0.7471 | 0.2176 |
| 0.6566 | 1.3744 | 14000 | 0.6670 | 0.0077 | 0.2044 | 0.7419 | 0.2044 |
| 0.6248 | 1.3843 | 14100 | 0.6593 | 0.0077 | 0.2135 | 0.7465 | 0.2135 |
| 0.6247 | 1.3941 | 14200 | 0.6485 | 0.0077 | 0.2160 | 0.7500 | 0.2160 |
| 0.6773 | 1.4039 | 14300 | 0.6622 | 0.0077 | 0.2088 | 0.7445 | 0.2088 |
| 0.6049 | 1.4137 | 14400 | 0.6529 | 0.0077 | 0.2081 | 0.7473 | 0.2081 |
| 0.6343 | 1.4235 | 14500 | 0.6578 | 0.0077 | 0.2121 | 0.7470 | 0.2121 |
| 0.6823 | 1.4333 | 14600 | 0.6663 | 0.0077 | 0.2043 | 0.7427 | 0.2043 |
| 0.6487 | 1.4432 | 14700 | 0.6627 | 0.0077 | 0.2057 | 0.7446 | 0.2057 |
| 0.6703 | 1.4530 | 14800 | 0.6763 | 0.0077 | 0.1994 | 0.7372 | 0.1994 |
| 0.6465 | 1.4628 | 14900 | 0.6671 | 0.0077 | 0.2005 | 0.7418 | 0.2005 |
| 0.634 | 1.4726 | 15000 | 0.6687 | 0.0077 | 0.2104 | 0.7435 | 0.2104 |
| 0.6918 | 1.4824 | 15100 | 0.6720 | 0.0077 | 0.2107 | 0.7421 | 0.2107 |
| 0.7828 | 1.4922 | 15200 | 0.7128 | 0.0077 | 0.1842 | 0.7270 | 0.1842 |
| 0.6665 | 1.5021 | 15300 | 0.6814 | 0.0077 | 0.2051 | 0.7397 | 0.2051 |
| 0.6734 | 1.5119 | 15400 | 0.6845 | 0.0077 | 0.1953 | 0.7357 | 0.1953 |
| 0.7112 | 1.5217 | 15500 | 0.6758 | 0.0077 | 0.1968 | 0.7388 | 0.1968 |
| 0.66 | 1.5315 | 15600 | 0.6984 | 0.0077 | 0.1952 | 0.7325 | 0.1952 |
| 0.7772 | 1.5413 | 15700 | 0.7000 | 0.0077 | 0.1851 | 0.7311 | 0.1851 |
| 0.7049 | 1.5511 | 15800 | 0.7079 | 0.0077 | 0.1835 | 0.7284 | 0.1835 |
| 0.6165 | 1.5610 | 15900 | 0.6855 | 0.0077 | 0.2034 | 0.7400 | 0.2034 |
| 0.7309 | 1.5708 | 16000 | 0.6864 | 0.0077 | 0.1983 | 0.7362 | 0.1983 |
| 0.7336 | 1.5806 | 16100 | 0.7140 | 0.0077 | 0.1833 | 0.7285 | 0.1833 |
| 0.7446 | 1.5904 | 16200 | 0.7103 | 0.0077 | 0.1818 | 0.7288 | 0.1818 |
| 0.7431 | 1.6002 | 16300 | 0.7181 | 0.0077 | 0.1818 | 0.7256 | 0.1818 |
| 0.7626 | 1.6101 | 16400 | 0.7242 | 0.0077 | 0.1702 | 0.7223 | 0.1702 |
| 0.693 | 1.6199 | 16500 | 0.7154 | 0.0077 | 0.1817 | 0.7263 | 0.1817 |
| 0.727 | 1.6297 | 16600 | 0.7393 | 0.0077 | 0.1693 | 0.7170 | 0.1693 |
| 0.7398 | 1.6395 | 16700 | 0.7272 | 0.0077 | 0.1731 | 0.7203 | 0.1731 |
| 0.7034 | 1.6493 | 16800 | 0.7281 | 0.0077 | 0.1702 | 0.7200 | 0.1702 |
| 0.6891 | 1.6591 | 16900 | 0.7303 | 0.0077 | 0.1702 | 0.7191 | 0.1702 |
| 0.6682 | 1.6690 | 17000 | 0.7238 | 0.0077 | 0.1771 | 0.7220 | 0.1771 |
| 0.7591 | 1.6788 | 17100 | 0.7724 | 0.0077 | 0.1499 | 0.7039 | 0.1499 |
| 0.7345 | 1.6886 | 17200 | 0.7439 | 0.0077 | 0.1624 | 0.7142 | 0.1624 |
| 0.708 | 1.6984 | 17300 | 0.7516 | 0.0077 | 0.1608 | 0.7124 | 0.1608 |
| 0.673 | 1.7082 | 17400 | 0.7231 | 0.0077 | 0.1728 | 0.7200 | 0.1728 |
| 0.7235 | 1.7180 | 17500 | 0.7523 | 0.0077 | 0.1696 | 0.7140 | 0.1696 |
| 0.7369 | 1.7279 | 17600 | 0.7603 | 0.0077 | 0.1558 | 0.7081 | 0.1558 |
| 0.7792 | 1.7377 | 17700 | 0.7837 | 0.0077 | 0.1539 | 0.7022 | 0.1539 |
| 0.8247 | 1.7475 | 17800 | 0.7990 | 0.0077 | 0.1457 | 0.6974 | 0.1457 |
| 0.783 | 1.7573 | 17900 | 0.7881 | 0.0077 | 0.1444 | 0.6987 | 0.1444 |
| 0.7947 | 1.7671 | 18000 | 0.7839 | 0.0077 | 0.1531 | 0.7002 | 0.1531 |
| 0.7842 | 1.7769 | 18100 | 0.7919 | 0.0077 | 0.1470 | 0.6994 | 0.1470 |
| 0.8773 | 1.7868 | 18200 | 0.8228 | 0.0077 | 0.1325 | 0.6877 | 0.1325 |
| 0.7986 | 1.7966 | 18300 | 0.7846 | 0.0077 | 0.1521 | 0.7023 | 0.1521 |
| 0.8194 | 1.8064 | 18400 | 0.8300 | 0.0077 | 0.1316 | 0.6861 | 0.1316 |
| 0.8161 | 1.8162 | 18500 | 0.8385 | 0.0077 | 0.1224 | 0.6807 | 0.1224 |
| 0.9152 | 1.8260 | 18600 | 0.8740 | 0.0077 | 0.1113 | 0.6680 | 0.1113 |
| 0.8918 | 1.8359 | 18700 | 0.8821 | 0.0077 | 0.1184 | 0.6651 | 0.1184 |
| 0.7828 | 1.8457 | 18800 | 0.8161 | 0.0077 | 0.1371 | 0.6883 | 0.1371 |
| 0.8089 | 1.8555 | 18900 | 0.8018 | 0.0077 | 0.1412 | 0.6941 | 0.1412 |
| 0.7949 | 1.8653 | 19000 | 0.7828 | 0.0077 | 0.1514 | 0.7025 | 0.1514 |
| 0.7863 | 1.8751 | 19100 | 0.8125 | 0.0077 | 0.1419 | 0.6951 | 0.1419 |
| 0.8119 | 1.8849 | 19200 | 0.8178 | 0.0077 | 0.1323 | 0.6879 | 0.1323 |
| 0.8804 | 1.8948 | 19300 | 0.8277 | 0.0077 | 0.1285 | 0.6868 | 0.1285 |
| 0.8486 | 1.9046 | 19400 | 0.8444 | 0.0077 | 0.1142 | 0.6778 | 0.1142 |
| 0.8407 | 1.9144 | 19500 | 0.8594 | 0.0077 | 0.1139 | 0.6750 | 0.1139 |
| 0.9498 | 1.9242 | 19600 | 0.9672 | 0.0077 | 0.0849 | 0.6322 | 0.0849 |
| 1.2584 | 1.9340 | 19700 | 1.2412 | 0.0077 | 0.0283 | 0.5288 | 0.0283 |
| 1.3387 | 1.9438 | 19800 | 1.3353 | 0.0077 | 0.0155 | 0.4823 | 0.0155 |
| 1.219 | 1.9537 | 19900 | 1.2285 | 0.0077 | 0.0242 | 0.5237 | 0.0242 |
| 1.117 | 1.9635 | 20000 | 1.1616 | 0.0077 | 0.0320 | 0.5532 | 0.0320 |
| 1.086 | 1.9733 | 20100 | 1.0942 | 0.0077 | 0.0434 | 0.5789 | 0.0434 |
| 1.1909 | 1.9831 | 20200 | 1.1902 | 0.0077 | 0.0269 | 0.5398 | 0.0269 |
| 1.266 | 1.9929 | 20300 | 1.3468 | 0.0077 | 0.0146 | 0.4851 | 0.0146 |
| 1.2641 | 2.0027 | 20400 | 1.2732 | 0.0077 | 0.0213 | 0.5098 | 0.0213 |
| 1.2781 | 2.0126 | 20500 | 1.3310 | 0.0077 | 0.0147 | 0.4839 | 0.0147 |
| 1.2098 | 2.0224 | 20600 | 1.2147 | 0.0077 | 0.0258 | 0.5279 | 0.0258 |
| 1.3752 | 2.0322 | 20700 | 1.3996 | 0.0077 | 0.0079 | 0.4526 | 0.0079 |
| 1.2405 | 2.0420 | 20800 | 1.2840 | 0.0077 | 0.0147 | 0.4996 | 0.0147 |
| 1.1958 | 2.0518 | 20900 | 1.1919 | 0.0077 | 0.0262 | 0.5356 | 0.0262 |
| 1.1684 | 2.0617 | 21000 | 1.1988 | 0.0077 | 0.0264 | 0.5354 | 0.0264 |
| 1.2239 | 2.0715 | 21100 | 1.2003 | 0.0077 | 0.0220 | 0.5275 | 0.0220 |
| 1.2751 | 2.0813 | 21200 | 1.2921 | 0.0077 | 0.0153 | 0.4954 | 0.0153 |
| 1.2764 | 2.0911 | 21300 | 1.2748 | 0.0077 | 0.0156 | 0.5037 | 0.0156 |
| 1.2031 | 2.1009 | 21400 | 1.2187 | 0.0077 | 0.0220 | 0.5240 | 0.0220 |
| 1.339 | 2.1107 | 21500 | 1.3530 | 0.0077 | 0.0115 | 0.4689 | 0.0115 |
| 1.2954 | 2.1206 | 21600 | 1.3115 | 0.0077 | 0.0173 | 0.4853 | 0.0173 |
| 1.367 | 2.1304 | 21700 | 1.3279 | 0.0077 | 0.0137 | 0.4775 | 0.0137 |
| 1.3264 | 2.1402 | 21800 | 1.3198 | 0.0077 | 0.0125 | 0.4804 | 0.0125 |
| 1.3261 | 2.1500 | 21900 | 1.3111 | 0.0077 | 0.0131 | 0.4891 | 0.0131 |
| 1.2502 | 2.1598 | 22000 | 1.2954 | 0.0077 | 0.0128 | 0.4930 | 0.0128 |
| 1.2748 | 2.1696 | 22100 | 1.2836 | 0.0077 | 0.0157 | 0.4983 | 0.0157 |
| 1.3008 | 2.1795 | 22200 | 1.3318 | 0.0077 | 0.0147 | 0.4789 | 0.0147 |
| 1.2753 | 2.1893 | 22300 | 1.3085 | 0.0077 | 0.0173 | 0.4862 | 0.0173 |
| 1.3502 | 2.1991 | 22400 | 1.3254 | 0.0077 | 0.0114 | 0.4788 | 0.0114 |
| 1.2903 | 2.2089 | 22500 | 1.2859 | 0.0077 | 0.0207 | 0.4967 | 0.0207 |
| 1.3103 | 2.2187 | 22600 | 1.3261 | 0.0077 | 0.0114 | 0.4818 | 0.0114 |
| 1.3532 | 2.2285 | 22700 | 1.3380 | 0.0077 | 0.0107 | 0.4697 | 0.0107 |
| 1.4047 | 2.2384 | 22800 | 1.3720 | 0.0077 | 0.0084 | 0.4579 | 0.0084 |
| 1.331 | 2.2482 | 22900 | 1.4045 | 0.0077 | 0.0097 | 0.4445 | 0.0097 |
| 1.3347 | 2.2580 | 23000 | 1.3323 | 0.0077 | 0.0106 | 0.4762 | 0.0106 |
| 1.3693 | 2.2678 | 23100 | 1.3829 | 0.0077 | 0.0084 | 0.4550 | 0.0084 |
| 1.343 | 2.2776 | 23200 | 1.3556 | 0.0077 | 0.0090 | 0.4655 | 0.0090 |
| 1.3977 | 2.2875 | 23300 | 1.3793 | 0.0077 | 0.0101 | 0.4601 | 0.0101 |
| 1.3844 | 2.2973 | 23400 | 1.3646 | 0.0077 | 0.0105 | 0.4655 | 0.0105 |
| 1.3896 | 2.3071 | 23500 | 1.3397 | 0.0077 | 0.0108 | 0.4752 | 0.0108 |
| 1.4836 | 2.3169 | 23600 | 1.5170 | 0.0077 | 0.0038 | 0.4021 | 0.0038 |
| 1.3938 | 2.3267 | 23700 | 1.3707 | 0.0077 | 0.0088 | 0.4608 | 0.0088 |
| 1.4036 | 2.3365 | 23800 | 1.3891 | 0.0077 | 0.0092 | 0.4503 | 0.0092 |
| 1.4176 | 2.3464 | 23900 | 1.3990 | 0.0077 | 0.0104 | 0.4487 | 0.0104 |
| 1.425 | 2.3562 | 24000 | 1.4183 | 0.0077 | 0.0084 | 0.4340 | 0.0084 |
| 1.4285 | 2.3660 | 24100 | 1.4343 | 0.0077 | 0.0072 | 0.4321 | 0.0072 |
| 1.4611 | 2.3758 | 24200 | 1.4231 | 0.0077 | 0.0054 | 0.4387 | 0.0054 |
| 1.4113 | 2.3856 | 24300 | 1.4149 | 0.0077 | 0.0045 | 0.4413 | 0.0045 |
| 1.5137 | 2.3954 | 24400 | 1.4756 | 0.0077 | 0.0030 | 0.4192 | 0.0030 |
| 1.4451 | 2.4053 | 24500 | 1.4360 | 0.0077 | 0.0070 | 0.4310 | 0.0070 |
| 1.4798 | 2.4151 | 24600 | 1.4719 | 0.0077 | 0.0017 | 0.4218 | 0.0017 |
| 1.583 | 2.4249 | 24700 | 1.5957 | 0.0077 | 0.0017 | 0.3807 | 0.0017 |
| 1.58 | 2.4347 | 24800 | 1.5431 | 0.0077 | 0.0033 | 0.3877 | 0.0033 |
| 1.5055 | 2.4445 | 24900 | 1.5084 | 0.0077 | 0.0037 | 0.3997 | 0.0037 |
| 1.537 | 2.4543 | 25000 | 1.5318 | 0.0077 | 0.0022 | 0.3917 | 0.0022 |
| 1.5331 | 2.4642 | 25100 | 1.5317 | 0.0077 | 0.0012 | 0.3884 | 0.0012 |
| 1.5626 | 2.4740 | 25200 | 1.5631 | 0.0077 | 0.0005 | 0.3771 | 0.0005 |
| 1.6096 | 2.4838 | 25300 | 1.5964 | 0.0077 | 0.0018 | 0.3663 | 0.0018 |
| 1.477 | 2.4936 | 25400 | 1.4966 | 0.0077 | 0.0023 | 0.4098 | 0.0023 |
| 1.4809 | 2.5034 | 25500 | 1.4891 | 0.0077 | 0.0014 | 0.4081 | 0.0014 |
| 1.4672 | 2.5133 | 25600 | 1.5161 | 0.0077 | 0.0006 | 0.3951 | 0.0006 |
| 1.4813 | 2.5231 | 25700 | 1.4847 | 0.0077 | 0.0034 | 0.4149 | 0.0034 |
| 1.5157 | 2.5329 | 25800 | 1.5337 | 0.0077 | 0.0021 | 0.3920 | 0.0021 |
| 1.5649 | 2.5427 | 25900 | 1.5212 | 0.0077 | 0.0035 | 0.3960 | 0.0035 |
| 1.5151 | 2.5525 | 26000 | 1.5023 | 0.0077 | 0.0046 | 0.4004 | 0.0046 |
| 1.4718 | 2.5623 | 26100 | 1.4905 | 0.0077 | 0.0034 | 0.4152 | 0.0034 |
| 1.4996 | 2.5722 | 26200 | 1.4762 | 0.0077 | 0.0019 | 0.4053 | 0.0019 |
| 1.481 | 2.5820 | 26300 | 1.4614 | 0.0077 | 0.0040 | 0.4200 | 0.0040 |
| 1.4635 | 2.5918 | 26400 | 1.4722 | 0.0077 | 0.0012 | 0.4226 | 0.0012 |
| 1.4999 | 2.6016 | 26500 | 1.4732 | 0.0077 | 0.0028 | 0.4207 | 0.0028 |
| 1.471 | 2.6114 | 26600 | 1.4650 | 0.0077 | 0.0011 | 0.4211 | 0.0011 |
| 1.5143 | 2.6212 | 26700 | 1.4709 | 0.0077 | 0.0038 | 0.4219 | 0.0038 |
| 1.4437 | 2.6311 | 26800 | 1.4674 | 0.0077 | 0.0032 | 0.4149 | 0.0032 |
| 1.4571 | 2.6409 | 26900 | 1.4659 | 0.0077 | 0.0016 | 0.4213 | 0.0016 |
| 1.4363 | 2.6507 | 27000 | 1.4665 | 0.0077 | 0.0006 | 0.4223 | 0.0006 |
| 1.4452 | 2.6605 | 27100 | 1.4863 | 0.0077 | 0.0010 | 0.4109 | 0.0010 |
| 1.4629 | 2.6703 | 27200 | 1.4580 | 0.0077 | 0.0027 | 0.4278 | 0.0027 |
| 1.4526 | 2.6801 | 27300 | 1.4560 | 0.0077 | 0.0022 | 0.4230 | 0.0022 |
| 1.5041 | 2.6900 | 27400 | 1.4704 | 0.0077 | 0.0038 | 0.4217 | 0.0038 |
| 1.5625 | 2.6998 | 27500 | 1.5199 | 0.0077 | 0.0021 | 0.3961 | 0.0021 |
| 1.4572 | 2.7096 | 27600 | 1.4639 | 0.0077 | 0.0024 | 0.4201 | 0.0024 |
| 1.4354 | 2.7194 | 27700 | 1.4613 | 0.0077 | 0.0021 | 0.4296 | 0.0021 |
| 1.4565 | 2.7292 | 27800 | 1.4569 | 0.0077 | 0.0026 | 0.4318 | 0.0026 |
| 1.4065 | 2.7391 | 27900 | 1.4636 | 0.0077 | 0.0024 | 0.4252 | 0.0024 |
| 1.4308 | 2.7489 | 28000 | 1.4574 | 0.0077 | 0.0003 | 0.4326 | 0.0003 |
| 1.4677 | 2.7587 | 28100 | 1.4970 | 0.0077 | 0.0020 | 0.4070 | 0.0020 |
| 1.5005 | 2.7685 | 28200 | 1.4653 | 0.0077 | 0.0007 | 0.4249 | 0.0007 |
| 1.45 | 2.7783 | 28300 | 1.4634 | 0.0077 | 0.0018 | 0.4253 | 0.0018 |
| 1.4862 | 2.7881 | 28400 | 1.4655 | 0.0077 | 0.0023 | 0.4231 | 0.0023 |
| 1.4606 | 2.7980 | 28500 | 1.4625 | 0.0077 | 0.0004 | 0.4352 | 0.0004 |
| 1.4366 | 2.8078 | 28600 | 1.4508 | 0.0077 | 0.0006 | 0.4354 | 0.0006 |
| 1.4417 | 2.8176 | 28700 | 1.4609 | 0.0077 | 0.0023 | 0.4348 | 0.0023 |
| 1.4731 | 2.8274 | 28800 | 1.4706 | 0.0077 | 0.0027 | 0.4205 | 0.0027 |
| 1.6142 | 2.8372 | 28900 | 1.5983 | 0.0077 | 0.0032 | 0.4188 | 0.0032 |
| 1.477 | 2.8470 | 29000 | 1.4875 | 0.0077 | 0.0030 | 0.4093 | 0.0030 |
| 1.4899 | 2.8569 | 29100 | 1.5149 | 0.0077 | 0.0100 | 0.4000 | 0.0100 |
| 1.4836 | 2.8667 | 29200 | 1.4834 | 0.0077 | 0.0098 | 0.4230 | 0.0098 |
| 1.4731 | 2.8765 | 29300 | 1.4834 | 0.0077 | 0.0024 | 0.4177 | 0.0024 |
| 1.4785 | 2.8863 | 29400 | 1.4915 | 0.0077 | 0.0007 | 0.4115 | 0.0007 |
| 1.8378 | 2.8961 | 29500 | 1.8566 | 0.0077 | 0.0012 | 0.3673 | 0.0012 |
| 1.6039 | 2.9059 | 29600 | 1.5938 | 0.0077 | 0.0002 | 0.3751 | 0.0002 |
| 1.7289 | 2.9158 | 29700 | 1.7714 | 0.0077 | 0.0023 | 0.3826 | 0.0023 |
| 1.5158 | 2.9256 | 29800 | 1.5503 | 0.0077 | 0.0010 | 0.3870 | 0.0010 |
| 1.5653 | 2.9354 | 29900 | 1.5516 | 0.0077 | 0.0012 | 0.3804 | 0.0012 |
| 1.5599 | 2.9452 | 30000 | 1.5520 | 0.0077 | 0.0027 | 0.3862 | 0.0027 |
| 1.6285 | 2.9550 | 30100 | 1.6498 | 0.0077 | 0.0013 | 0.3496 | 0.0013 |
| 1.6088 | 2.9649 | 30200 | 1.6483 | 0.0077 | 0.0 | 0.3438 | 0.0 |
| 1.5752 | 2.9747 | 30300 | 1.5817 | 0.0077 | 0.0017 | 0.3695 | 0.0017 |
| 1.5336 | 2.9845 | 30400 | 1.5568 | 0.0077 | 0.0012 | 0.3792 | 0.0012 |
| 1.5901 | 2.9943 | 30500 | 1.5567 | 0.0077 | 0.0020 | 0.3722 | 0.0020 |
| 1.567 | 3.0041 | 30600 | 1.5489 | 0.0077 | 0.0022 | 0.3862 | 0.0022 |
| 1.5469 | 3.0139 | 30700 | 1.5241 | 0.0077 | 0.0 | 0.3901 | 0.0 |
| 1.5737 | 3.0238 | 30800 | 1.5321 | 0.0077 | 0.0065 | 0.3928 | 0.0065 |
| 1.5001 | 3.0336 | 30900 | 1.5170 | 0.0077 | 0.0032 | 0.3955 | 0.0032 |
| 1.4934 | 3.0434 | 31000 | 1.4993 | 0.0077 | 0.0010 | 0.4063 | 0.0010 |
| 1.5376 | 3.0532 | 31100 | 1.4822 | 0.0077 | 0.0027 | 0.4042 | 0.0027 |
| 1.4995 | 3.0630 | 31200 | 1.4740 | 0.0077 | 0.0064 | 0.4174 | 0.0064 |
| 1.4918 | 3.0728 | 31300 | 1.4736 | 0.0077 | 0.0002 | 0.4236 | 0.0002 |
| 1.4769 | 3.0827 | 31400 | 1.4816 | 0.0077 | 0.0026 | 0.4139 | 0.0026 |
| 2.1262 | 3.0925 | 31500 | 2.1583 | 0.0077 | 0.0006 | 0.3393 | 0.0006 |
| 1.505 | 3.1023 | 31600 | 1.4910 | 0.0077 | 0.0011 | 0.4150 | 0.0011 |
| 1.4948 | 3.1121 | 31700 | 1.4798 | 0.0077 | 0.0014 | 0.4146 | 0.0014 |
| 1.46 | 3.1219 | 31800 | 1.4705 | 0.0077 | 0.0100 | 0.4284 | 0.0100 |
| 1.5672 | 3.1317 | 31900 | 1.5065 | 0.0077 | 0.0002 | 0.4070 | 0.0002 |
| 1.4821 | 3.1416 | 32000 | 1.5153 | 0.0077 | 0.0021 | 0.4043 | 0.0021 |
| 1.5341 | 3.1514 | 32100 | 1.5312 | 0.0077 | 0.0008 | 0.3964 | 0.0008 |
| 1.5424 | 3.1612 | 32200 | 1.5062 | 0.0077 | 0.0021 | 0.4004 | 0.0021 |
| 1.6752 | 3.1710 | 32300 | 1.7165 | 0.0077 | 0.0011 | 0.3564 | 0.0011 |
| 1.5319 | 3.1808 | 32400 | 1.5386 | 0.0077 | 0.0004 | 0.3900 | 0.0004 |
| 1.6032 | 3.1907 | 32500 | 1.5497 | 0.0077 | 0.0021 | 0.3811 | 0.0021 |
| 1.5659 | 3.2005 | 32600 | 1.5909 | 0.0077 | 0.0012 | 0.3665 | 0.0012 |
| 1.5537 | 3.2103 | 32700 | 1.5610 | 0.0077 | 0.0010 | 0.3799 | 0.0010 |
| 1.5715 | 3.2201 | 32800 | 1.5965 | 0.0077 | 0.0036 | 0.3685 | 0.0036 |
| 1.4889 | 3.2299 | 32900 | 1.5446 | 0.0077 | 0.0006 | 0.3825 | 0.0006 |
| 1.5219 | 3.2397 | 33000 | 1.5792 | 0.0077 | 0.0019 | 0.3927 | 0.0019 |