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| Training Loss | Epoch | Step | Validation Loss | F1 Micro | F1 Macro | F1 Weighted |
|---|---|---|---|---|---|---|
| 2.085 | 0.0024 | 2 | 2.3936 | 0.0 | 0.0 | 0.0 |
| 2.085 | 0.0047 | 4 | 2.3932 | 0.0 | 0.0 | 0.0 |
| 2.096 | 0.0071 | 6 | 2.3917 | 0.0 | 0.0 | 0.0 |
| 2.096 | 0.0095 | 8 | 2.3888 | 0.0 | 0.0 | 0.0 |
| 2.1376 | 0.0118 | 10 | 2.3831 | 0.0 | 0.0 | 0.0 |
| 2.1376 | 0.0142 | 12 | 2.3730 | 0.0 | 0.0 | 0.0 |
| 2.1376 | 0.0165 | 14 | 2.3556 | 0.0 | 0.0 | 0.0 |
| 2.087 | 0.0189 | 16 | 2.3264 | 0.0 | 0.0 | 0.0 |
| 2.087 | 0.0213 | 18 | 2.2842 | 0.0 | 0.0 | 0.0 |
| 2.0446 | 0.0236 | 20 | 2.2306 | 0.0 | 0.0 | 0.0 |
| 2.0446 | 0.0260 | 22 | 2.1699 | 0.0 | 0.0 | 0.0 |
| 2.0446 | 0.0284 | 24 | 2.1067 | 0.0 | 0.0 | 0.0 |
| 1.9835 | 0.0307 | 26 | 2.0397 | 0.0 | 0.0 | 0.0 |
| 1.9835 | 0.0331 | 28 | 1.9669 | 0.0 | 0.0 | 0.0 |
| 1.8564 | 0.0355 | 30 | 1.8870 | 0.0 | 0.0 | 0.0 |
| 1.8564 | 0.0378 | 32 | 1.7999 | 0.0 | 0.0 | 0.0 |
| 1.8564 | 0.0402 | 34 | 1.7076 | 0.0 | 0.0 | 0.0 |
| 1.6794 | 0.0426 | 36 | 1.6186 | 0.0027 | 0.0001 | 0.0055 |
| 1.6794 | 0.0449 | 38 | 1.5308 | 0.1130 | 0.0019 | 0.1810 |
| 1.5739 | 0.0473 | 40 | 1.4450 | 0.4326 | 0.0064 | 0.4068 |
| 1.5739 | 0.0496 | 42 | 1.3765 | 0.5536 | 0.0118 | 0.4287 |
| 1.5739 | 0.0520 | 44 | 1.3226 | 0.5580 | 0.0189 | 0.4943 |
| 1.4109 | 0.0544 | 46 | 1.2794 | 0.3846 | 0.0133 | 0.2896 |
| 1.4109 | 0.0567 | 48 | 1.2416 | 0.3778 | 0.0145 | 0.2703 |
| 1.3582 | 0.0591 | 50 | 1.2075 | 0.5693 | 0.0236 | 0.4989 |
| 1.3582 | 0.0615 | 52 | 1.1796 | 0.5709 | 0.0223 | 0.4465 |
| 1.3582 | 0.0638 | 54 | 1.1537 | 0.5811 | 0.0298 | 0.5637 |
| 1.2934 | 0.0662 | 56 | 1.1282 | 0.6167 | 0.0328 | 0.6033 |
| 1.2934 | 0.0686 | 58 | 1.1047 | 0.5844 | 0.0278 | 0.4862 |
| 1.2169 | 0.0709 | 60 | 1.0897 | 0.6576 | 0.0341 | 0.6341 |
| 1.2169 | 0.0733 | 62 | 1.0766 | 0.5693 | 0.0292 | 0.5445 |
| 1.2169 | 0.0757 | 64 | 1.0642 | 0.6011 | 0.0249 | 0.4998 |
| 1.1951 | 0.0780 | 66 | 1.0517 | 0.6486 | 0.0374 | 0.6493 |
| 1.1951 | 0.0804 | 68 | 1.0421 | 0.5421 | 0.0333 | 0.5486 |
| 1.1456 | 0.0827 | 70 | 1.0316 | 0.6848 | 0.0478 | 0.6781 |
| 1.1456 | 0.0851 | 72 | 1.0226 | 0.6938 | 0.0632 | 0.6739 |
| 1.1456 | 0.0875 | 74 | 1.0127 | 0.6244 | 0.0686 | 0.6242 |
| 1.1435 | 0.0898 | 76 | 1.0025 | 0.7202 | 0.0615 | 0.6970 |
| 1.1435 | 0.0922 | 78 | 0.9946 | 0.6999 | 0.0724 | 0.6890 |
| 1.1243 | 0.0946 | 80 | 0.9866 | 0.6749 | 0.0817 | 0.6752 |
| 1.1243 | 0.0969 | 82 | 0.9805 | 0.5852 | 0.0727 | 0.4834 |
| 1.1243 | 0.0993 | 84 | 0.9740 | 0.6214 | 0.1018 | 0.6474 |
| 1.1193 | 0.1017 | 86 | 0.9674 | 0.6538 | 0.1038 | 0.6288 |
| 1.1193 | 0.1040 | 88 | 0.9610 | 0.7267 | 0.1181 | 0.7225 |
| 1.1259 | 0.1064 | 90 | 0.9560 | 0.6927 | 0.1253 | 0.6915 |
| 1.1259 | 0.1087 | 92 | 0.9540 | 0.6636 | 0.0594 | 0.5913 |
| 1.1259 | 0.1111 | 94 | 0.9489 | 0.7306 | 0.0705 | 0.7223 |
| 1.1183 | 0.1135 | 96 | 0.9437 | 0.7289 | 0.1037 | 0.7220 |
| 1.1183 | 0.1158 | 98 | 0.9395 | 0.7514 | 0.0736 | 0.7328 |
| 1.0922 | 0.1182 | 100 | 0.9373 | 0.6861 | 0.0841 | 0.6756 |
| 1.0922 | 0.1206 | 102 | 0.9347 | 0.7498 | 0.0749 | 0.7330 |
| 1.0922 | 0.1229 | 104 | 0.9314 | 0.7221 | 0.0719 | 0.6923 |
| 1.1132 | 0.1253 | 106 | 0.9290 | 0.7396 | 0.1022 | 0.7506 |
| 1.1132 | 0.1277 | 108 | 0.9252 | 0.7152 | 0.0811 | 0.6762 |
| 1.0564 | 0.1300 | 110 | 0.9220 | 0.7663 | 0.1089 | 0.7545 |
| 1.0564 | 0.1324 | 112 | 0.9193 | 0.7789 | 0.0992 | 0.7577 |
| 1.0564 | 0.1348 | 114 | 0.9174 | 0.7739 | 0.0900 | 0.7559 |
| 1.0525 | 0.1371 | 116 | 0.9158 | 0.6809 | 0.1670 | 0.6850 |
| 1.0525 | 0.1395 | 118 | 0.9146 | 0.7575 | 0.1279 | 0.7471 |
| 1.1148 | 0.1418 | 120 | 0.9119 | 0.7813 | 0.1528 | 0.7844 |
| 1.1148 | 0.1442 | 122 | 0.9098 | 0.7745 | 0.1414 | 0.7860 |
| 1.1148 | 0.1466 | 124 | 0.9086 | 0.7802 | 0.0924 | 0.7644 |
| 1.0118 | 0.1489 | 126 | 0.9069 | 0.7564 | 0.1388 | 0.7600 |
| 1.0118 | 0.1513 | 128 | 0.9047 | 0.7956 | 0.1383 | 0.8016 |
| 1.0635 | 0.1537 | 130 | 0.9052 | 0.6848 | 0.1085 | 0.6485 |
| 1.0635 | 0.1560 | 132 | 0.9054 | 0.7580 | 0.1211 | 0.7797 |
| 1.0635 | 0.1584 | 134 | 0.9043 | 0.7674 | 0.1313 | 0.7701 |
| 1.092 | 0.1608 | 136 | 0.9031 | 0.7860 | 0.1119 | 0.7721 |
| 1.092 | 0.1631 | 138 | 0.9019 | 0.7877 | 0.0875 | 0.7719 |
| 1.0592 | 0.1655 | 140 | 0.9008 | 0.7995 | 0.1340 | 0.7975 |
| 1.0592 | 0.1678 | 142 | 0.8986 | 0.8143 | 0.1212 | 0.8153 |
| 1.0592 | 0.1702 | 144 | 0.8981 | 0.8049 | 0.1245 | 0.8084 |
| 1.0507 | 0.1726 | 146 | 0.8968 | 0.7967 | 0.1368 | 0.8086 |
| 1.0507 | 0.1749 | 148 | 0.8958 | 0.8170 | 0.1231 | 0.8193 |
| 1.0529 | 0.1773 | 150 | 0.8948 | 0.8110 | 0.1115 | 0.8021 |
| 1.0529 | 0.1797 | 152 | 0.8939 | 0.7498 | 0.1134 | 0.7488 |
| 1.0529 | 0.1820 | 154 | 0.8932 | 0.7973 | 0.1111 | 0.7939 |
| 1.0024 | 0.1844 | 156 | 0.8924 | 0.8189 | 0.1190 | 0.8221 |
| 1.0024 | 0.1868 | 158 | 0.8915 | 0.8044 | 0.1362 | 0.8061 |
| 1.0973 | 0.1891 | 160 | 0.8907 | 0.7877 | 0.1170 | 0.7837 |
| 1.0973 | 0.1915 | 162 | 0.8899 | 0.7759 | 0.1391 | 0.7886 |
| 1.0973 | 0.1939 | 164 | 0.8885 | 0.8241 | 0.1272 | 0.8251 |
| 1.0159 | 0.1962 | 166 | 0.8878 | 0.8294 | 0.1497 | 0.8326 |
| 1.0159 | 0.1986 | 168 | 0.8874 | 0.8392 | 0.1261 | 0.8379 |
| 1.0681 | 0.2009 | 170 | 0.8857 | 0.8373 | 0.1254 | 0.8324 |
| 1.0681 | 0.2033 | 172 | 0.8847 | 0.8510 | 0.1183 | 0.8463 |
| 1.0681 | 0.2057 | 174 | 0.8841 | 0.8318 | 0.1263 | 0.8348 |
| 1.0644 | 0.2080 | 176 | 0.8836 | 0.8373 | 0.1264 | 0.8408 |
| 1.0644 | 0.2104 | 178 | 0.8835 | 0.8508 | 0.1254 | 0.8489 |
| 1.0407 | 0.2128 | 180 | 0.8828 | 0.8571 | 0.1241 | 0.8527 |
| 1.0407 | 0.2151 | 182 | 0.8820 | 0.8263 | 0.1195 | 0.8256 |
| 1.0407 | 0.2175 | 184 | 0.8813 | 0.8475 | 0.1144 | 0.8464 |
| 1.0006 | 0.2199 | 186 | 0.8800 | 0.8568 | 0.1244 | 0.8559 |
| 1.0006 | 0.2222 | 188 | 0.8799 | 0.8274 | 0.1511 | 0.8340 |
| 1.0127 | 0.2246 | 190 | 0.8799 | 0.8200 | 0.1761 | 0.8177 |
| 1.0127 | 0.2270 | 192 | 0.8800 | 0.8239 | 0.2176 | 0.8295 |
| 1.0127 | 0.2293 | 194 | 0.8793 | 0.7726 | 0.1886 | 0.7920 |
| 1.0374 | 0.2317 | 196 | 0.8772 | 0.8508 | 0.1498 | 0.8460 |
| 1.0374 | 0.2340 | 198 | 0.8763 | 0.8573 | 0.1501 | 0.8519 |
| 1.0554 | 0.2364 | 200 | 0.8755 | 0.8272 | 0.1529 | 0.8273 |
| 1.0554 | 0.2388 | 202 | 0.8753 | 0.8661 | 0.1577 | 0.8657 |
| 1.0554 | 0.2411 | 204 | 0.8751 | 0.8634 | 0.1285 | 0.8622 |
| 1.0559 | 0.2435 | 206 | 0.8739 | 0.8642 | 0.1219 | 0.8634 |
| 1.0559 | 0.2459 | 208 | 0.8728 | 0.8664 | 0.1158 | 0.8620 |
| 1.0073 | 0.2482 | 210 | 0.8723 | 0.8628 | 0.1131 | 0.8555 |
| 1.0073 | 0.2506 | 212 | 0.8719 | 0.8705 | 0.1263 | 0.8653 |
| 1.0073 | 0.2530 | 214 | 0.8715 | 0.8757 | 0.1399 | 0.8721 |
| 0.9818 | 0.2553 | 216 | 0.8706 | 0.8664 | 0.1339 | 0.8620 |
| 0.9818 | 0.2577 | 218 | 0.8700 | 0.8494 | 0.1308 | 0.8534 |
| 1.04 | 0.2600 | 220 | 0.8701 | 0.8554 | 0.1369 | 0.8589 |
| 1.04 | 0.2624 | 222 | 0.8689 | 0.8384 | 0.1277 | 0.8337 |
| 1.04 | 0.2648 | 224 | 0.8673 | 0.8324 | 0.1898 | 0.8476 |
| 1.0115 | 0.2671 | 226 | 0.8666 | 0.7802 | 0.2081 | 0.8085 |
| 1.0115 | 0.2695 | 228 | 0.8663 | 0.8200 | 0.2094 | 0.8270 |
| 1.056 | 0.2719 | 230 | 0.8659 | 0.8422 | 0.2281 | 0.8463 |
| 1.056 | 0.2742 | 232 | 0.8656 | 0.8187 | 0.2204 | 0.8290 |
| 1.056 | 0.2766 | 234 | 0.8644 | 0.8708 | 0.2011 | 0.8751 |
| 1.0349 | 0.2790 | 236 | 0.8636 | 0.8601 | 0.1564 | 0.8573 |
| 1.0349 | 0.2813 | 238 | 0.8628 | 0.8661 | 0.1709 | 0.8707 |
| 1.0033 | 0.2837 | 240 | 0.8623 | 0.8584 | 0.1728 | 0.8674 |
| 1.0033 | 0.2861 | 242 | 0.8617 | 0.8700 | 0.1415 | 0.8712 |
| 1.0033 | 0.2884 | 244 | 0.8605 | 0.8804 | 0.1350 | 0.8795 |
| 1.0241 | 0.2908 | 246 | 0.8597 | 0.8779 | 0.0997 | 0.8766 |
| 1.0241 | 0.2931 | 248 | 0.8592 | 0.8768 | 0.1068 | 0.8758 |
| 0.9827 | 0.2955 | 250 | 0.8583 | 0.8807 | 0.1195 | 0.8796 |
| 0.9827 | 0.2979 | 252 | 0.8581 | 0.8840 | 0.1251 | 0.8808 |
| 0.9827 | 0.3002 | 254 | 0.8581 | 0.8590 | 0.1227 | 0.8595 |
| 1.0177 | 0.3026 | 256 | 0.8569 | 0.8796 | 0.1346 | 0.8809 |
| 1.0177 | 0.3050 | 258 | 0.8561 | 0.8694 | 0.1257 | 0.8687 |
| 0.9957 | 0.3073 | 260 | 0.8554 | 0.8658 | 0.1261 | 0.8697 |
| 0.9957 | 0.3097 | 262 | 0.8547 | 0.8724 | 0.1326 | 0.8722 |
| 0.9957 | 0.3121 | 264 | 0.8546 | 0.8820 | 0.1327 | 0.8798 |
| 1.0047 | 0.3144 | 266 | 0.8542 | 0.8878 | 0.1405 | 0.8839 |
| 1.0047 | 0.3168 | 268 | 0.8532 | 0.8850 | 0.1676 | 0.8811 |
| 0.9771 | 0.3191 | 270 | 0.8521 | 0.8892 | 0.1847 | 0.8868 |
| 0.9771 | 0.3215 | 272 | 0.8514 | 0.8903 | 0.1859 | 0.8877 |
| 0.9771 | 0.3239 | 274 | 0.8509 | 0.8867 | 0.1855 | 0.8861 |
| 1.0159 | 0.3262 | 276 | 0.8501 | 0.8875 | 0.1715 | 0.8872 |
| 1.0159 | 0.3286 | 278 | 0.8494 | 0.8900 | 0.1745 | 0.8904 |
| 1.0156 | 0.3310 | 280 | 0.8487 | 0.8903 | 0.1611 | 0.8903 |
| 1.0156 | 0.3333 | 282 | 0.8486 | 0.8916 | 0.1783 | 0.8915 |
| 1.0156 | 0.3357 | 284 | 0.8479 | 0.8889 | 0.1778 | 0.8889 |
| 1.0405 | 0.3381 | 286 | 0.8468 | 0.8903 | 0.1690 | 0.8891 |
| 1.0405 | 0.3404 | 288 | 0.8461 | 0.8727 | 0.1810 | 0.8743 |
| 0.9637 | 0.3428 | 290 | 0.8452 | 0.8916 | 0.1972 | 0.8910 |
| 0.9637 | 0.3452 | 292 | 0.8449 | 0.8667 | 0.1732 | 0.8627 |
| 0.9637 | 0.3475 | 294 | 0.8450 | 0.8672 | 0.1619 | 0.8645 |
| 1.0125 | 0.3499 | 296 | 0.8445 | 0.8872 | 0.1431 | 0.8868 |
| 1.0125 | 0.3522 | 298 | 0.8435 | 0.8760 | 0.2086 | 0.8796 |
| 0.9826 | 0.3546 | 300 | 0.8423 | 0.9004 | 0.1488 | 0.8988 |
| 0.9826 | 0.3570 | 302 | 0.8417 | 0.8966 | 0.1587 | 0.8915 |
| 0.9826 | 0.3593 | 304 | 0.8413 | 0.8919 | 0.2089 | 0.8907 |
| 0.9301 | 0.3617 | 306 | 0.8406 | 0.8996 | 0.1973 | 0.8991 |
| 0.9301 | 0.3641 | 308 | 0.8407 | 0.8713 | 0.1833 | 0.8707 |
| 0.9467 | 0.3664 | 310 | 0.8402 | 0.8834 | 0.2069 | 0.8907 |
| 0.9467 | 0.3688 | 312 | 0.8389 | 0.8686 | 0.1943 | 0.8784 |
| 0.9467 | 0.3712 | 314 | 0.8379 | 0.8820 | 0.1581 | 0.8858 |
| 0.9483 | 0.3735 | 316 | 0.8374 | 0.9023 | 0.1752 | 0.9011 |
| 0.9483 | 0.3759 | 318 | 0.8371 | 0.8974 | 0.1939 | 0.8954 |
| 0.992 | 0.3783 | 320 | 0.8362 | 0.8922 | 0.1798 | 0.8874 |
| 0.992 | 0.3806 | 322 | 0.8358 | 0.8730 | 0.1474 | 0.8644 |
| 0.992 | 0.3830 | 324 | 0.8355 | 0.8807 | 0.1364 | 0.8754 |
| 0.9295 | 0.3853 | 326 | 0.8351 | 0.8554 | 0.1776 | 0.8595 |
| 0.9295 | 0.3877 | 328 | 0.8348 | 0.8472 | 0.1797 | 0.8541 |
| 0.9409 | 0.3901 | 330 | 0.8343 | 0.8768 | 0.1340 | 0.8744 |
| 0.9409 | 0.3924 | 332 | 0.8336 | 0.8741 | 0.1321 | 0.8747 |
| 0.9409 | 0.3948 | 334 | 0.8320 | 0.8741 | 0.1687 | 0.8812 |
| 0.9594 | 0.3972 | 336 | 0.8311 | 0.8831 | 0.1513 | 0.8876 |
| 0.9594 | 0.3995 | 338 | 0.8309 | 0.8678 | 0.1322 | 0.8650 |
| 0.9692 | 0.4019 | 340 | 0.8301 | 0.8949 | 0.1739 | 0.8940 |
| 0.9692 | 0.4043 | 342 | 0.8304 | 0.8782 | 0.1769 | 0.8782 |
| 0.9692 | 0.4066 | 344 | 0.8302 | 0.8894 | 0.1631 | 0.8877 |
| 0.9726 | 0.4090 | 346 | 0.8295 | 0.8957 | 0.1516 | 0.8932 |
| 0.9726 | 0.4113 | 348 | 0.8283 | 0.8999 | 0.1763 | 0.8973 |
| 0.9594 | 0.4137 | 350 | 0.8273 | 0.8996 | 0.1861 | 0.8974 |
| 0.9594 | 0.4161 | 352 | 0.8263 | 0.9015 | 0.2097 | 0.9008 |
| 0.9594 | 0.4184 | 354 | 0.8258 | 0.8922 | 0.2291 | 0.8947 |
| 0.9859 | 0.4208 | 356 | 0.8255 | 0.9026 | 0.2215 | 0.9036 |
| 0.9859 | 0.4232 | 358 | 0.8252 | 0.9059 | 0.2141 | 0.9070 |
| 1.0045 | 0.4255 | 360 | 0.8246 | 0.8848 | 0.2299 | 0.8919 |
| 1.0045 | 0.4279 | 362 | 0.8238 | 0.8872 | 0.2363 | 0.8974 |
| 1.0045 | 0.4303 | 364 | 0.8234 | 0.8916 | 0.2318 | 0.9005 |
| 0.9932 | 0.4326 | 366 | 0.8225 | 0.8856 | 0.2216 | 0.8938 |
| 0.9932 | 0.4350 | 368 | 0.8216 | 0.8903 | 0.2335 | 0.8987 |
| 0.9007 | 0.4374 | 370 | 0.8208 | 0.8892 | 0.2234 | 0.8966 |
| 0.9007 | 0.4397 | 372 | 0.8200 | 0.8894 | 0.1925 | 0.8972 |
| 0.9007 | 0.4421 | 374 | 0.8194 | 0.8911 | 0.1592 | 0.8958 |
| 0.9229 | 0.4444 | 376 | 0.8191 | 0.8922 | 0.1681 | 0.8968 |
| 0.9229 | 0.4468 | 378 | 0.8185 | 0.9010 | 0.1659 | 0.9052 |
| 0.9395 | 0.4492 | 380 | 0.8175 | 0.8979 | 0.1628 | 0.9002 |
| 0.9395 | 0.4515 | 382 | 0.8169 | 0.8996 | 0.1666 | 0.9012 |
| 0.9395 | 0.4539 | 384 | 0.8165 | 0.8993 | 0.1686 | 0.8991 |
| 0.9828 | 0.4563 | 386 | 0.8157 | 0.9012 | 0.2002 | 0.9027 |
| 0.9828 | 0.4586 | 388 | 0.8150 | 0.8955 | 0.2587 | 0.8986 |
| 0.9261 | 0.4610 | 390 | 0.8145 | 0.9089 | 0.2587 | 0.9090 |
| 0.9261 | 0.4634 | 392 | 0.8141 | 0.9067 | 0.2071 | 0.9049 |
| 0.9261 | 0.4657 | 394 | 0.8134 | 0.8966 | 0.1720 | 0.8928 |
| 0.9824 | 0.4681 | 396 | 0.8131 | 0.9073 | 0.2071 | 0.9046 |
| 0.9824 | 0.4704 | 398 | 0.8133 | 0.8779 | 0.2720 | 0.8792 |
| 0.8956 | 0.4728 | 400 | 0.8125 | 0.8730 | 0.2540 | 0.8753 |
| 0.8956 | 0.4752 | 402 | 0.8118 | 0.8990 | 0.1712 | 0.8979 |
| 0.8956 | 0.4775 | 404 | 0.8119 | 0.8689 | 0.1650 | 0.8676 |
| 0.9116 | 0.4799 | 406 | 0.8108 | 0.9029 | 0.1883 | 0.9074 |
| 0.9116 | 0.4823 | 408 | 0.8107 | 0.8823 | 0.2379 | 0.8897 |
| 0.9389 | 0.4846 | 410 | 0.8099 | 0.9032 | 0.1839 | 0.9071 |
| 0.9389 | 0.4870 | 412 | 0.8093 | 0.8957 | 0.1902 | 0.8959 |
| 0.9389 | 0.4894 | 414 | 0.8087 | 0.9051 | 0.2050 | 0.9062 |
| 0.9242 | 0.4917 | 416 | 0.8080 | 0.9045 | 0.2212 | 0.9063 |
| 0.9242 | 0.4941 | 418 | 0.8070 | 0.9075 | 0.2169 | 0.9091 |
| 0.8581 | 0.4965 | 420 | 0.8065 | 0.9032 | 0.2325 | 0.9050 |
| 0.8581 | 0.4988 | 422 | 0.8062 | 0.9040 | 0.2235 | 0.9065 |
| 0.8581 | 0.5012 | 424 | 0.8058 | 0.9073 | 0.2187 | 0.9074 |
| 0.9119 | 0.5035 | 426 | 0.8056 | 0.9040 | 0.1896 | 0.9012 |
| 0.9119 | 0.5059 | 428 | 0.8051 | 0.9056 | 0.2077 | 0.9023 |
| 0.9026 | 0.5083 | 430 | 0.8042 | 0.9117 | 0.2379 | 0.9086 |
| 0.9026 | 0.5106 | 432 | 0.8041 | 0.9078 | 0.2586 | 0.9059 |
| 0.9026 | 0.5130 | 434 | 0.8039 | 0.9155 | 0.2642 | 0.9148 |
| 0.9124 | 0.5154 | 436 | 0.8032 | 0.9045 | 0.2489 | 0.9036 |
| 0.9124 | 0.5177 | 438 | 0.8024 | 0.8979 | 0.2558 | 0.8974 |
| 0.9301 | 0.5201 | 440 | 0.8017 | 0.9119 | 0.2619 | 0.9133 |
| 0.9301 | 0.5225 | 442 | 0.8007 | 0.9114 | 0.2637 | 0.9136 |
| 0.9301 | 0.5248 | 444 | 0.8001 | 0.9119 | 0.2444 | 0.9150 |
| 0.8873 | 0.5272 | 446 | 0.7996 | 0.9204 | 0.2164 | 0.9234 |
| 0.8873 | 0.5296 | 448 | 0.7992 | 0.9166 | 0.2076 | 0.9183 |
| 0.9341 | 0.5319 | 450 | 0.7985 | 0.9130 | 0.2071 | 0.9150 |
| 0.9341 | 0.5343 | 452 | 0.7977 | 0.9108 | 0.2234 | 0.9141 |
| 0.9341 | 0.5366 | 454 | 0.7972 | 0.9108 | 0.2276 | 0.9158 |
| 0.9377 | 0.5390 | 456 | 0.7970 | 0.9092 | 0.2132 | 0.9137 |
| 0.9377 | 0.5414 | 458 | 0.7968 | 0.8968 | 0.2385 | 0.9017 |
| 0.9582 | 0.5437 | 460 | 0.7964 | 0.8919 | 0.2465 | 0.8967 |
| 0.9582 | 0.5461 | 462 | 0.7956 | 0.9067 | 0.2313 | 0.9121 |
| 0.9582 | 0.5485 | 464 | 0.7946 | 0.9139 | 0.2702 | 0.9209 |
| 0.889 | 0.5508 | 466 | 0.7943 | 0.9086 | 0.2612 | 0.9153 |
| 0.889 | 0.5532 | 468 | 0.7937 | 0.9188 | 0.2173 | 0.9214 |
| 0.909 | 0.5556 | 470 | 0.7933 | 0.9158 | 0.2292 | 0.9167 |
| 0.909 | 0.5579 | 472 | 0.7930 | 0.9193 | 0.2182 | 0.9197 |
| 0.909 | 0.5603 | 474 | 0.7928 | 0.9196 | 0.2432 | 0.9205 |
| 0.906 | 0.5626 | 476 | 0.7924 | 0.9193 | 0.2688 | 0.9207 |
| 0.906 | 0.5650 | 478 | 0.7920 | 0.9169 | 0.2711 | 0.9186 |
| 0.9249 | 0.5674 | 480 | 0.7918 | 0.9180 | 0.2441 | 0.9204 |
| 0.9249 | 0.5697 | 482 | 0.7913 | 0.9193 | 0.2531 | 0.9231 |
| 0.9249 | 0.5721 | 484 | 0.7906 | 0.9199 | 0.2534 | 0.9244 |
| 0.9106 | 0.5745 | 486 | 0.7900 | 0.9196 | 0.2501 | 0.9227 |
| 0.9106 | 0.5768 | 488 | 0.7899 | 0.9180 | 0.2518 | 0.9223 |
| 0.8249 | 0.5792 | 490 | 0.7894 | 0.9067 | 0.2365 | 0.9105 |
| 0.8249 | 0.5816 | 492 | 0.7886 | 0.9053 | 0.2099 | 0.9088 |
| 0.8249 | 0.5839 | 494 | 0.7877 | 0.9152 | 0.2537 | 0.9212 |
| 0.8694 | 0.5863 | 496 | 0.7873 | 0.9177 | 0.2545 | 0.9235 |
| 0.8694 | 0.5887 | 498 | 0.7871 | 0.9166 | 0.2239 | 0.9205 |
| 0.853 | 0.5910 | 500 | 0.7868 | 0.9103 | 0.2137 | 0.9128 |
| 0.853 | 0.5934 | 502 | 0.7864 | 0.9119 | 0.1881 | 0.9146 |
| 0.853 | 0.5957 | 504 | 0.7860 | 0.9163 | 0.2081 | 0.9197 |
| 0.8656 | 0.5981 | 506 | 0.7853 | 0.9141 | 0.1987 | 0.9153 |
| 0.8656 | 0.6005 | 508 | 0.7845 | 0.9152 | 0.1817 | 0.9145 |
| 0.8821 | 0.6028 | 510 | 0.7837 | 0.9136 | 0.1990 | 0.9117 |
| 0.8821 | 0.6052 | 512 | 0.7831 | 0.9147 | 0.1946 | 0.9128 |
| 0.8821 | 0.6076 | 514 | 0.7827 | 0.9163 | 0.2290 | 0.9151 |
| 0.9162 | 0.6099 | 516 | 0.7822 | 0.9177 | 0.2539 | 0.9179 |
| 0.9162 | 0.6123 | 518 | 0.7821 | 0.9163 | 0.2660 | 0.9166 |
| 0.9046 | 0.6147 | 520 | 0.7821 | 0.9193 | 0.2685 | 0.9199 |
| 0.9046 | 0.6170 | 522 | 0.7820 | 0.9196 | 0.2012 | 0.9198 |
| 0.9046 | 0.6194 | 524 | 0.7815 | 0.9171 | 0.2013 | 0.9169 |
| 0.9175 | 0.6217 | 526 | 0.7811 | 0.9163 | 0.1897 | 0.9162 |
| 0.9175 | 0.6241 | 528 | 0.7809 | 0.9128 | 0.2136 | 0.9135 |
| 0.8645 | 0.6265 | 530 | 0.7802 | 0.9103 | 0.2091 | 0.9111 |
| 0.8645 | 0.6288 | 532 | 0.7793 | 0.9108 | 0.1976 | 0.9111 |
| 0.8645 | 0.6312 | 534 | 0.7788 | 0.9182 | 0.2150 | 0.9179 |
| 0.8929 | 0.6336 | 536 | 0.7783 | 0.9215 | 0.2145 | 0.9217 |
| 0.8929 | 0.6359 | 538 | 0.7780 | 0.9215 | 0.2306 | 0.9236 |
| 0.8437 | 0.6383 | 540 | 0.7778 | 0.9196 | 0.2237 | 0.9250 |
| 0.8437 | 0.6407 | 542 | 0.7773 | 0.9128 | 0.2117 | 0.9199 |
| 0.8437 | 0.6430 | 544 | 0.7765 | 0.9092 | 0.2558 | 0.9176 |
| 0.8259 | 0.6454 | 546 | 0.7761 | 0.9106 | 0.2724 | 0.9181 |
| 0.8259 | 0.6478 | 548 | 0.7758 | 0.9095 | 0.2530 | 0.9155 |
| 0.8469 | 0.6501 | 550 | 0.7753 | 0.9171 | 0.2544 | 0.9223 |
| 0.8469 | 0.6525 | 552 | 0.7747 | 0.9218 | 0.2648 | 0.9264 |
| 0.8469 | 0.6548 | 554 | 0.7744 | 0.9177 | 0.2690 | 0.9220 |
| 0.8645 | 0.6572 | 556 | 0.7742 | 0.9155 | 0.2543 | 0.9195 |
| 0.8645 | 0.6596 | 558 | 0.7735 | 0.9224 | 0.2380 | 0.9252 |
| 0.8257 | 0.6619 | 560 | 0.7732 | 0.9166 | 0.1948 | 0.9183 |
| 0.8257 | 0.6643 | 562 | 0.7729 | 0.9100 | 0.1809 | 0.9107 |
| 0.8257 | 0.6667 | 564 | 0.7724 | 0.9136 | 0.1754 | 0.9148 |
| 0.8714 | 0.6690 | 566 | 0.7721 | 0.9210 | 0.2129 | 0.9233 |
| 0.8714 | 0.6714 | 568 | 0.7717 | 0.9215 | 0.2373 | 0.9244 |
| 0.9054 | 0.6738 | 570 | 0.7711 | 0.9204 | 0.2262 | 0.9231 |
| 0.9054 | 0.6761 | 572 | 0.7706 | 0.9204 | 0.2194 | 0.9236 |
| 0.9054 | 0.6785 | 574 | 0.7702 | 0.9202 | 0.1914 | 0.9227 |
| 0.8788 | 0.6809 | 576 | 0.7697 | 0.9202 | 0.1982 | 0.9231 |
| 0.8788 | 0.6832 | 578 | 0.7695 | 0.9210 | 0.2021 | 0.9241 |
| 0.8923 | 0.6856 | 580 | 0.7691 | 0.9232 | 0.2224 | 0.9267 |
| 0.8923 | 0.6879 | 582 | 0.7687 | 0.9169 | 0.2076 | 0.9223 |
| 0.8923 | 0.6903 | 584 | 0.7681 | 0.9155 | 0.2413 | 0.9217 |
| 0.8941 | 0.6927 | 586 | 0.7675 | 0.9150 | 0.2057 | 0.9209 |
| 0.8941 | 0.6950 | 588 | 0.7672 | 0.9191 | 0.2362 | 0.9234 |
| 0.8505 | 0.6974 | 590 | 0.7668 | 0.9207 | 0.2175 | 0.9235 |
| 0.8505 | 0.6998 | 592 | 0.7662 | 0.9215 | 0.2409 | 0.9241 |
| 0.8505 | 0.7021 | 594 | 0.7657 | 0.9213 | 0.2479 | 0.9237 |
| 0.8788 | 0.7045 | 596 | 0.7654 | 0.9221 | 0.2567 | 0.9243 |
| 0.8788 | 0.7069 | 598 | 0.7655 | 0.9202 | 0.2537 | 0.9224 |
| 0.8538 | 0.7092 | 600 | 0.7653 | 0.9207 | 0.2615 | 0.9226 |
| 0.8538 | 0.7116 | 602 | 0.7647 | 0.9226 | 0.2457 | 0.9239 |
| 0.8538 | 0.7139 | 604 | 0.7641 | 0.9240 | 0.2582 | 0.9251 |
| 0.8024 | 0.7163 | 606 | 0.7636 | 0.9235 | 0.2690 | 0.9247 |
| 0.8024 | 0.7187 | 608 | 0.7632 | 0.9259 | 0.2718 | 0.9280 |
| 0.9113 | 0.7210 | 610 | 0.7628 | 0.9259 | 0.2952 | 0.9293 |
| 0.9113 | 0.7234 | 612 | 0.7626 | 0.9199 | 0.2970 | 0.9248 |
| 0.9113 | 0.7258 | 614 | 0.7623 | 0.9188 | 0.3007 | 0.9244 |
| 0.8372 | 0.7281 | 616 | 0.7619 | 0.9202 | 0.3090 | 0.9261 |
| 0.8372 | 0.7305 | 618 | 0.7616 | 0.9237 | 0.2814 | 0.9288 |
| 0.8558 | 0.7329 | 620 | 0.7613 | 0.9226 | 0.2675 | 0.9268 |
| 0.8558 | 0.7352 | 622 | 0.7610 | 0.9191 | 0.2551 | 0.9219 |
| 0.8558 | 0.7376 | 624 | 0.7608 | 0.9169 | 0.2160 | 0.9187 |
| 0.8516 | 0.7400 | 626 | 0.7606 | 0.9199 | 0.2272 | 0.9212 |
| 0.8516 | 0.7423 | 628 | 0.7604 | 0.9254 | 0.2464 | 0.9270 |
| 0.8023 | 0.7447 | 630 | 0.7601 | 0.9265 | 0.2248 | 0.9282 |
| 0.8023 | 0.7470 | 632 | 0.7597 | 0.9254 | 0.2211 | 0.9272 |
| 0.8023 | 0.7494 | 634 | 0.7592 | 0.9224 | 0.2063 | 0.9252 |
| 0.778 | 0.7518 | 636 | 0.7588 | 0.9237 | 0.2177 | 0.9259 |
| 0.778 | 0.7541 | 638 | 0.7584 | 0.9232 | 0.2299 | 0.9264 |
| 0.8227 | 0.7565 | 640 | 0.7581 | 0.9246 | 0.2266 | 0.9279 |
| 0.8227 | 0.7589 | 642 | 0.7578 | 0.9254 | 0.2207 | 0.9284 |
| 0.8227 | 0.7612 | 644 | 0.7576 | 0.9246 | 0.2139 | 0.9273 |
| 0.8323 | 0.7636 | 646 | 0.7573 | 0.9232 | 0.2176 | 0.9255 |
| 0.8323 | 0.7660 | 648 | 0.7571 | 0.9237 | 0.2140 | 0.9262 |
| 0.8186 | 0.7683 | 650 | 0.7568 | 0.9226 | 0.2037 | 0.9253 |
| 0.8186 | 0.7707 | 652 | 0.7565 | 0.9202 | 0.2062 | 0.9230 |
| 0.8186 | 0.7730 | 654 | 0.7562 | 0.9215 | 0.2033 | 0.9240 |
| 0.8877 | 0.7754 | 656 | 0.7559 | 0.9224 | 0.2205 | 0.9249 |
| 0.8877 | 0.7778 | 658 | 0.7556 | 0.9248 | 0.2213 | 0.9272 |
| 0.8418 | 0.7801 | 660 | 0.7555 | 0.9229 | 0.2169 | 0.9246 |
| 0.8418 | 0.7825 | 662 | 0.7554 | 0.9243 | 0.2251 | 0.9259 |
| 0.8418 | 0.7849 | 664 | 0.7551 | 0.9251 | 0.2240 | 0.9269 |
| 0.8511 | 0.7872 | 666 | 0.7548 | 0.9267 | 0.2533 | 0.9291 |
| 0.8511 | 0.7896 | 668 | 0.7546 | 0.9267 | 0.2462 | 0.9297 |
| 0.8658 | 0.7920 | 670 | 0.7543 | 0.9254 | 0.2412 | 0.9288 |
| 0.8658 | 0.7943 | 672 | 0.7541 | 0.9276 | 0.2191 | 0.9313 |
| 0.8658 | 0.7967 | 674 | 0.7540 | 0.9257 | 0.2422 | 0.9291 |
| 0.8112 | 0.7991 | 676 | 0.7538 | 0.9251 | 0.2416 | 0.9286 |
| 0.8112 | 0.8014 | 678 | 0.7537 | 0.9254 | 0.2294 | 0.9289 |
| 0.8432 | 0.8038 | 680 | 0.7535 | 0.9237 | 0.2291 | 0.9274 |
| 0.8432 | 0.8061 | 682 | 0.7533 | 0.9248 | 0.2135 | 0.9288 |
| 0.8432 | 0.8085 | 684 | 0.7532 | 0.9248 | 0.2238 | 0.9287 |
| 0.835 | 0.8109 | 686 | 0.7529 | 0.9254 | 0.2448 | 0.9295 |
| 0.835 | 0.8132 | 688 | 0.7527 | 0.9270 | 0.2478 | 0.9307 |
| 0.8238 | 0.8156 | 690 | 0.7525 | 0.9284 | 0.2447 | 0.9324 |
| 0.8238 | 0.8180 | 692 | 0.7524 | 0.9270 | 0.2540 | 0.9311 |
| 0.8238 | 0.8203 | 694 | 0.7522 | 0.9265 | 0.2720 | 0.9309 |
| 0.8622 | 0.8227 | 696 | 0.7520 | 0.9257 | 0.2718 | 0.9301 |
| 0.8622 | 0.8251 | 698 | 0.7519 | 0.9265 | 0.2670 | 0.9307 |
| 0.8211 | 0.8274 | 700 | 0.7517 | 0.9267 | 0.2726 | 0.9312 |
| 0.8211 | 0.8298 | 702 | 0.7515 | 0.9267 | 0.2715 | 0.9313 |
| 0.8211 | 0.8322 | 704 | 0.7513 | 0.9259 | 0.2891 | 0.9309 |
| 0.8265 | 0.8345 | 706 | 0.7511 | 0.9287 | 0.2916 | 0.9333 |
| 0.8265 | 0.8369 | 708 | 0.7510 | 0.9284 | 0.2928 | 0.9329 |
| 0.8313 | 0.8392 | 710 | 0.7508 | 0.9278 | 0.2758 | 0.9324 |
| 0.8313 | 0.8416 | 712 | 0.7507 | 0.9284 | 0.2863 | 0.9325 |
| 0.8313 | 0.8440 | 714 | 0.7505 | 0.9262 | 0.2780 | 0.9306 |
| 0.8351 | 0.8463 | 716 | 0.7504 | 0.9276 | 0.2888 | 0.9317 |
| 0.8351 | 0.8487 | 718 | 0.7503 | 0.9257 | 0.2720 | 0.9296 |
| 0.7859 | 0.8511 | 720 | 0.7501 | 0.9267 | 0.2723 | 0.9305 |
| 0.7859 | 0.8534 | 722 | 0.7500 | 0.9281 | 0.2988 | 0.9319 |
| 0.7859 | 0.8558 | 724 | 0.7499 | 0.9278 | 0.2924 | 0.9319 |
| 0.8344 | 0.8582 | 726 | 0.7497 | 0.9278 | 0.2933 | 0.9316 |
| 0.8344 | 0.8605 | 728 | 0.7495 | 0.9289 | 0.2785 | 0.9322 |
| 0.77 | 0.8629 | 730 | 0.7494 | 0.9284 | 0.2966 | 0.9318 |
| 0.77 | 0.8652 | 732 | 0.7493 | 0.9289 | 0.3056 | 0.9321 |
| 0.77 | 0.8676 | 734 | 0.7492 | 0.9276 | 0.2518 | 0.9310 |
| 0.8289 | 0.8700 | 736 | 0.7491 | 0.9281 | 0.2598 | 0.9314 |
| 0.8289 | 0.8723 | 738 | 0.7490 | 0.9284 | 0.2586 | 0.9320 |
| 0.7754 | 0.8747 | 740 | 0.7489 | 0.9287 | 0.2623 | 0.9318 |
| 0.7754 | 0.8771 | 742 | 0.7489 | 0.9292 | 0.2557 | 0.9328 |
| 0.7754 | 0.8794 | 744 | 0.7488 | 0.9292 | 0.2637 | 0.9326 |
| 0.8651 | 0.8818 | 746 | 0.7487 | 0.9284 | 0.2537 | 0.9321 |
| 0.8651 | 0.8842 | 748 | 0.7486 | 0.9278 | 0.2530 | 0.9314 |
| 0.7895 | 0.8865 | 750 | 0.7485 | 0.9281 | 0.2475 | 0.9317 |
| 0.7895 | 0.8889 | 752 | 0.7485 | 0.9267 | 0.2433 | 0.9307 |
| 0.7895 | 0.8913 | 754 | 0.7484 | 0.9281 | 0.2532 | 0.9319 |
| 0.8338 | 0.8936 | 756 | 0.7484 | 0.9281 | 0.2468 | 0.9317 |
| 0.8338 | 0.8960 | 758 | 0.7483 | 0.9270 | 0.2383 | 0.9308 |
| 0.8111 | 0.8983 | 760 | 0.7483 | 0.9265 | 0.2392 | 0.9301 |
| 0.8111 | 0.9007 | 762 | 0.7482 | 0.9267 | 0.2384 | 0.9303 |
| 0.8111 | 0.9031 | 764 | 0.7481 | 0.9273 | 0.2472 | 0.9309 |
| 0.8569 | 0.9054 | 766 | 0.7481 | 0.9270 | 0.2396 | 0.9304 |
| 0.8569 | 0.9078 | 768 | 0.7480 | 0.9267 | 0.2374 | 0.9303 |
| 0.8472 | 0.9102 | 770 | 0.7480 | 0.9276 | 0.2394 | 0.9306 |
| 0.8472 | 0.9125 | 772 | 0.7479 | 0.9273 | 0.2446 | 0.9308 |
| 0.8472 | 0.9149 | 774 | 0.7479 | 0.9276 | 0.2369 | 0.9310 |
| 0.8108 | 0.9173 | 776 | 0.7478 | 0.9278 | 0.2413 | 0.9316 |
| 0.8108 | 0.9196 | 778 | 0.7478 | 0.9262 | 0.2305 | 0.9301 |
| 0.8874 | 0.9220 | 780 | 0.7477 | 0.9284 | 0.2452 | 0.9318 |
| 0.8874 | 0.9243 | 782 | 0.7477 | 0.9270 | 0.2363 | 0.9306 |
| 0.8874 | 0.9267 | 784 | 0.7477 | 0.9278 | 0.2367 | 0.9314 |
| 0.8363 | 0.9291 | 786 | 0.7476 | 0.9281 | 0.2318 | 0.9316 |
| 0.8363 | 0.9314 | 788 | 0.7476 | 0.9281 | 0.2391 | 0.9317 |
| 0.8415 | 0.9338 | 790 | 0.7476 | 0.9287 | 0.2476 | 0.9322 |
| 0.8415 | 0.9362 | 792 | 0.7475 | 0.9276 | 0.2262 | 0.9315 |
| 0.8415 | 0.9385 | 794 | 0.7475 | 0.9281 | 0.2472 | 0.9315 |
| 0.8166 | 0.9409 | 796 | 0.7475 | 0.9292 | 0.2271 | 0.9328 |
| 0.8166 | 0.9433 | 798 | 0.7474 | 0.9278 | 0.2464 | 0.9313 |
| 0.8236 | 0.9456 | 800 | 0.7474 | 0.9281 | 0.2415 | 0.9317 |
| 0.8236 | 0.9480 | 802 | 0.7473 | 0.9276 | 0.2322 | 0.9311 |
| 0.8236 | 0.9504 | 804 | 0.7473 | 0.9284 | 0.2321 | 0.9320 |
| 0.8121 | 0.9527 | 806 | 0.7473 | 0.9265 | 0.2263 | 0.9303 |
| 0.8121 | 0.9551 | 808 | 0.7473 | 0.9289 | 0.2259 | 0.9323 |
| 0.8236 | 0.9574 | 810 | 0.7473 | 0.9284 | 0.2378 | 0.9319 |
| 0.8236 | 0.9598 | 812 | 0.7473 | 0.9295 | 0.2447 | 0.9328 |
| 0.8236 | 0.9622 | 814 | 0.7472 | 0.9276 | 0.2415 | 0.9312 |
| 0.8034 | 0.9645 | 816 | 0.7472 | 0.9278 | 0.2325 | 0.9313 |
| 0.8034 | 0.9669 | 818 | 0.7473 | 0.9281 | 0.2440 | 0.9317 |
| 0.8176 | 0.9693 | 820 | 0.7472 | 0.9265 | 0.2264 | 0.9302 |
| 0.8176 | 0.9716 | 822 | 0.7472 | 0.9281 | 0.2379 | 0.9318 |
| 0.8176 | 0.9740 | 824 | 0.7473 | 0.9284 | 0.2316 | 0.9319 |
| 0.8242 | 0.9764 | 826 | 0.7473 | 0.9292 | 0.2380 | 0.9326 |
| 0.8242 | 0.9787 | 828 | 0.7473 | 0.9278 | 0.2320 | 0.9315 |
| 0.8045 | 0.9811 | 830 | 0.7472 | 0.9292 | 0.2268 | 0.9329 |
| 0.8045 | 0.9835 | 832 | 0.7472 | 0.9289 | 0.2477 | 0.9321 |
| 0.8045 | 0.9858 | 834 | 0.7472 | 0.9281 | 0.2380 | 0.9317 |
| 0.8262 | 0.9882 | 836 | 0.7472 | 0.9278 | 0.2256 | 0.9315 |
| 0.8262 | 0.9905 | 838 | 0.7472 | 0.9295 | 0.2328 | 0.9331 |
| 0.8388 | 0.9929 | 840 | 0.7472 | 0.9276 | 0.2367 | 0.9313 |
| 0.8388 | 0.9953 | 842 | 0.7472 | 0.9287 | 0.2421 | 0.9320 |
| 0.8388 | 0.9976 | 844 | 0.7472 | 0.9287 | 0.2263 | 0.9324 |
| 0.7689 | 1.0 | 846 | 0.7472 | 0.9276 | 0.2256 | 0.9312 |